warning: commands will be executed using /bin/sh
job 2409 at Fri Feb 28 10:48:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140225/YutaMouse20-140225/YutaMouse20-140225
ElecNo	2
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 1853663 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 617887 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 32542 members 
Mstep: Class 3 contains 32549 members 
Mstep: Class 4 contains 32371 members 
Mstep: Class 5 contains 32466 members 
Mstep: Class 6 contains 32694 members 
Mstep: Class 7 contains 32315 members 
Mstep: Class 8 contains 32511 members 
Mstep: Class 9 contains 32394 members 
Mstep: Class 10 contains 32656 members 
Mstep: Class 11 contains 32441 members 
Mstep: Class 12 contains 32265 members 
Mstep: Class 13 contains 32616 members 
Mstep: Class 14 contains 32661 members 
Mstep: Class 15 contains 32723 members 
Mstep: Class 16 contains 32487 members 
Mstep: Class 17 contains 32562 members 
Mstep: Class 18 contains 32519 members 
Mstep: Class 19 contains 32307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2294.834961 but Gain 3306.847656
Score: -105430248.000000 Penalty: 59523.246094
Iteration 0F: 19 clusters Score -1.054302e+08 nChanged 585165
Entering Unmasked Mstep 
Mstep: Class 0 contains 1779 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 13035 members 
Mstep: Class 3 contains 3645 members 
Mstep: Class 4 contains 13588 members 
Mstep: Class 5 contains 2231 members 
Mstep: Class 6 contains 150018 members 
Mstep: Class 7 contains 9531 members 
Mstep: Class 8 contains 53691 members 
Mstep: Class 9 contains 6148 members 
Mstep: Class 10 contains 26127 members 
Mstep: Class 11 contains 30594 members 
Mstep: Class 13 contains 25290 members 
Mstep: Class 14 contains 17212 members 
Mstep: Class 15 contains 16698 members 
Mstep: Class 16 contains 137783 members 
Mstep: Class 17 contains 30700 members 
Mstep: Class 18 contains 11560 members 
Mstep: Class 19 contains 41180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1553.424561 but Gain 3306.847656
Score: -109717672.000000 Penalty: 56216.398438
Iteration 1F: 18 clusters Score -1.097177e+08 nChanged 273752
Entering Unmasked Mstep 
Mstep: Class 0 contains 1790 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 2778 members 
Mstep: Class 4 contains 4949 members 
Mstep: Class 5 contains 2685 members 
Mstep: Class 6 contains 212147 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 105616 members 
Mstep: Class 9 contains 1855 members 
Mstep: Class 10 contains 25297 members 
Mstep: Class 11 contains 66561 members 
Mstep: Class 13 contains 37701 members 
Mstep: Class 14 contains 5208 members 
Mstep: Class 15 contains 18045 members 
Mstep: Class 16 contains 42876 members 
Mstep: Class 17 contains 32387 members 
Mstep: Class 18 contains 6682 members 
Mstep: Class 19 contains 25598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110345288.000000 Penalty: 56216.398438
Iteration 2F: 18 clusters Score -1.103453e+08 nChanged 213439
Entering Unmasked Mstep 
Mstep: Class 0 contains 1105 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 2347 members 
Mstep: Class 4 contains 5542 members 
Mstep: Class 5 contains 2812 members 
Mstep: Class 6 contains 122139 members 
Mstep: Class 7 contains 1461 members 
Mstep: Class 8 contains 110961 members 
Mstep: Class 9 contains 2591 members 
Mstep: Class 10 contains 27138 members 
Mstep: Class 11 contains 123254 members 
Mstep: Class 13 contains 53519 members 
Mstep: Class 14 contains 7314 members 
Mstep: Class 15 contains 20026 members 
Mstep: Class 16 contains 44800 members 
Mstep: Class 17 contains 39433 members 
Mstep: Class 18 contains 5041 members 
Mstep: Class 19 contains 26412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110482872.000000 Penalty: 56216.398438
Iteration 3F: 18 clusters Score -1.104829e+08 nChanged 172041
Entering Unmasked Mstep 
Mstep: Class 0 contains 698 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 2165 members 
Mstep: Class 4 contains 6152 members 
Mstep: Class 5 contains 2697 members 
Mstep: Class 6 contains 88892 members 
Mstep: Class 7 contains 1369 members 
Mstep: Class 8 contains 80877 members 
Mstep: Class 9 contains 2632 members 
Mstep: Class 10 contains 32950 members 
Mstep: Class 11 contains 101674 members 
Mstep: Class 13 contains 94448 members 
Mstep: Class 14 contains 9491 members 
Mstep: Class 15 contains 26231 members 
Mstep: Class 16 contains 54512 members 
Mstep: Class 17 contains 55797 members 
Mstep: Class 18 contains 4317 members 
Mstep: Class 19 contains 30647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110678432.000000 Penalty: 56216.398438
Iteration 4F: 18 clusters Score -1.106784e+08 nChanged 134055
Entering Unmasked Mstep 
Mstep: Class 0 contains 492 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 2311 members 
Mstep: Class 4 contains 5896 members 
Mstep: Class 5 contains 2442 members 
Mstep: Class 6 contains 82632 members 
Mstep: Class 7 contains 1494 members 
Mstep: Class 8 contains 78024 members 
Mstep: Class 9 contains 2313 members 
Mstep: Class 10 contains 35877 members 
Mstep: Class 11 contains 79389 members 
Mstep: Class 13 contains 85771 members 
Mstep: Class 14 contains 10509 members 
Mstep: Class 15 contains 31633 members 
Mstep: Class 16 contains 68548 members 
Mstep: Class 17 contains 72667 members 
Mstep: Class 18 contains 3502 members 
Mstep: Class 19 contains 33738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 3288.618408 but Gain 3306.843750
Score: -110788608.000000 Penalty: 52909.554688
Iteration 5F: 17 clusters Score -1.107886e+08 nChanged 102009
Entering Unmasked Mstep 
Mstep: Class 0 contains 376 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 2348 members 
Mstep: Class 4 contains 5368 members 
Mstep: Class 5 contains 2165 members 
Mstep: Class 6 contains 75904 members 
Mstep: Class 7 contains 1680 members 
Mstep: Class 8 contains 66597 members 
Mstep: Class 9 contains 2116 members 
Mstep: Class 10 contains 38101 members 
Mstep: Class 11 contains 78736 members 
Mstep: Class 13 contains 71031 members 
Mstep: Class 14 contains 11007 members 
Mstep: Class 15 contains 38704 members 
Mstep: Class 16 contains 87822 members 
Mstep: Class 17 contains 82482 members 
Mstep: Class 19 contains 35860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110862632.000000 Penalty: 52909.554688
Iteration 6F: 17 clusters Score -1.108626e+08 nChanged 106322
Entering Unmasked Mstep 
Mstep: Class 0 contains 302 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 2353 members 
Mstep: Class 4 contains 4929 members 
Mstep: Class 5 contains 1950 members 
Mstep: Class 6 contains 72021 members 
Mstep: Class 7 contains 1712 members 
Mstep: Class 8 contains 57742 members 
Mstep: Class 9 contains 1961 members 
Mstep: Class 10 contains 41007 members 
Mstep: Class 11 contains 74285 members 
Mstep: Class 13 contains 64317 members 
Mstep: Class 14 contains 11482 members 
Mstep: Class 15 contains 49099 members 
Mstep: Class 16 contains 103664 members 
Mstep: Class 17 contains 77984 members 
Mstep: Class 19 contains 38659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110876064.000000 Penalty: 52909.554688
Iteration 7F: 17 clusters Score -1.108761e+08 nChanged 85853
Entering Unmasked Mstep 
Mstep: Class 0 contains 249 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 2343 members 
Mstep: Class 4 contains 5077 members 
Mstep: Class 5 contains 1878 members 
Mstep: Class 6 contains 69244 members 
Mstep: Class 7 contains 1661 members 
Mstep: Class 8 contains 49813 members 
Mstep: Class 9 contains 1891 members 
Mstep: Class 10 contains 47264 members 
Mstep: Class 11 contains 72846 members 
Mstep: Class 13 contains 57776 members 
Mstep: Class 14 contains 12875 members 
Mstep: Class 15 contains 63967 members 
Mstep: Class 16 contains 98738 members 
Mstep: Class 17 contains 73461 members 
Mstep: Class 19 contains 45913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110920240.000000 Penalty: 52909.554688
Iteration 8F: 17 clusters Score -1.109202e+08 nChanged 75266
Entering Unmasked Mstep 
Mstep: Class 0 contains 211 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 2339 members 
Mstep: Class 4 contains 4944 members 
Mstep: Class 5 contains 1810 members 
Mstep: Class 6 contains 62893 members 
Mstep: Class 7 contains 1641 members 
Mstep: Class 8 contains 43298 members 
Mstep: Class 9 contains 1848 members 
Mstep: Class 10 contains 54966 members 
Mstep: Class 11 contains 71182 members 
Mstep: Class 13 contains 51847 members 
Mstep: Class 14 contains 13668 members 
Mstep: Class 15 contains 76726 members 
Mstep: Class 16 contains 96708 members 
Mstep: Class 17 contains 68013 members 
Mstep: Class 19 contains 54667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110948896.000000 Penalty: 52909.554688
Iteration 9F: 17 clusters Score -1.109489e+08 nChanged 71970
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 2321 members 
Mstep: Class 4 contains 4835 members 
Mstep: Class 5 contains 1764 members 
Mstep: Class 6 contains 55888 members 
Mstep: Class 7 contains 1623 members 
Mstep: Class 8 contains 39137 members 
Mstep: Class 9 contains 1813 members 
Mstep: Class 10 contains 62748 members 
Mstep: Class 11 contains 70194 members 
Mstep: Class 13 contains 48344 members 
Mstep: Class 14 contains 14379 members 
Mstep: Class 15 contains 85479 members 
Mstep: Class 16 contains 95393 members 
Mstep: Class 17 contains 61430 members 
Mstep: Class 19 contains 62591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110956512.000000 Penalty: 52909.554688
Iteration 10F: 17 clusters Score -1.109565e+08 nChanged 65215
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 2254 members 
Mstep: Class 4 contains 4832 members 
Mstep: Class 5 contains 1736 members 
Mstep: Class 6 contains 52684 members 
Mstep: Class 7 contains 1608 members 
Mstep: Class 8 contains 36824 members 
Mstep: Class 9 contains 1871 members 
Mstep: Class 10 contains 67727 members 
Mstep: Class 11 contains 70447 members 
Mstep: Class 13 contains 47684 members 
Mstep: Class 14 contains 15092 members 
Mstep: Class 15 contains 88332 members 
Mstep: Class 16 contains 95119 members 
Mstep: Class 17 contains 55517 members 
Mstep: Class 19 contains 66995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110963128.000000 Penalty: 52909.554688
Iteration 11F: 17 clusters Score -1.109631e+08 nChanged 52798
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 2193 members 
Mstep: Class 4 contains 4953 members 
Mstep: Class 5 contains 1704 members 
Mstep: Class 6 contains 52240 members 
Mstep: Class 7 contains 1611 members 
Mstep: Class 8 contains 36163 members 
Mstep: Class 9 contains 1966 members 
Mstep: Class 10 contains 68200 members 
Mstep: Class 11 contains 71637 members 
Mstep: Class 13 contains 48730 members 
Mstep: Class 14 contains 15821 members 
Mstep: Class 15 contains 88287 members 
Mstep: Class 16 contains 94063 members 
Mstep: Class 17 contains 52790 members 
Mstep: Class 19 contains 68550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110974352.000000 Penalty: 52909.554688
Iteration 12F: 17 clusters Score -1.109744e+08 nChanged 43122
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 2094 members 
Mstep: Class 4 contains 5102 members 
Mstep: Class 5 contains 1657 members 
Mstep: Class 6 contains 52620 members 
Mstep: Class 7 contains 1630 members 
Mstep: Class 8 contains 36725 members 
Mstep: Class 9 contains 2153 members 
Mstep: Class 10 contains 66606 members 
Mstep: Class 11 contains 72959 members 
Mstep: Class 13 contains 50304 members 
Mstep: Class 14 contains 16474 members 
Mstep: Class 15 contains 86763 members 
Mstep: Class 16 contains 92870 members 
Mstep: Class 17 contains 52185 members 
Mstep: Class 19 contains 68632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110987128.000000 Penalty: 52909.554688
Iteration 13F: 17 clusters Score -1.109871e+08 nChanged 37201
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 1973 members 
Mstep: Class 4 contains 5285 members 
Mstep: Class 5 contains 1614 members 
Mstep: Class 6 contains 52924 members 
Mstep: Class 7 contains 1651 members 
Mstep: Class 8 contains 38528 members 
Mstep: Class 9 contains 2375 members 
Mstep: Class 10 contains 64781 members 
Mstep: Class 11 contains 73871 members 
Mstep: Class 13 contains 51387 members 
Mstep: Class 14 contains 17036 members 
Mstep: Class 15 contains 84856 members 
Mstep: Class 16 contains 91705 members 
Mstep: Class 17 contains 52814 members 
Mstep: Class 19 contains 67608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111000712.000000 Penalty: 52909.554688
Iteration 14F: 17 clusters Score -1.110007e+08 nChanged 33427
Entering Unmasked Mstep 
Mstep: Class 0 contains 127 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 1899 members 
Mstep: Class 4 contains 5488 members 
Mstep: Class 5 contains 1548 members 
Mstep: Class 6 contains 53045 members 
Mstep: Class 7 contains 1664 members 
Mstep: Class 8 contains 41308 members 
Mstep: Class 9 contains 2565 members 
Mstep: Class 10 contains 63359 members 
Mstep: Class 11 contains 74299 members 
Mstep: Class 13 contains 51671 members 
Mstep: Class 14 contains 17575 members 
Mstep: Class 15 contains 83110 members 
Mstep: Class 16 contains 90546 members 
Mstep: Class 17 contains 53648 members 
Mstep: Class 19 contains 66102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111013944.000000 Penalty: 52909.554688
Iteration 15F: 17 clusters Score -1.110139e+08 nChanged 30969
Entering Unmasked Mstep 
Mstep: Class 0 contains 124 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 1867 members 
Mstep: Class 4 contains 5721 members 
Mstep: Class 5 contains 1457 members 
Mstep: Class 6 contains 52919 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 8 contains 45050 members 
Mstep: Class 9 contains 2717 members 
Mstep: Class 10 contains 61995 members 
Mstep: Class 11 contains 74273 members 
Mstep: Class 13 contains 51571 members 
Mstep: Class 14 contains 18136 members 
Mstep: Class 15 contains 81668 members 
Mstep: Class 16 contains 89460 members 
Mstep: Class 17 contains 54176 members 
Mstep: Class 19 contains 64319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111026024.000000 Penalty: 52909.554688
Iteration 16F: 17 clusters Score -1.11026e+08 nChanged 29518
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 1835 members 
Mstep: Class 4 contains 5986 members 
Mstep: Class 5 contains 1380 members 
Mstep: Class 6 contains 52390 members 
Mstep: Class 7 contains 1718 members 
Mstep: Class 8 contains 49772 members 
Mstep: Class 9 contains 2826 members 
Mstep: Class 10 contains 60335 members 
Mstep: Class 11 contains 73738 members 
Mstep: Class 13 contains 51352 members 
Mstep: Class 14 contains 18671 members 
Mstep: Class 15 contains 80701 members 
Mstep: Class 16 contains 88651 members 
Mstep: Class 17 contains 54079 members 
Mstep: Class 19 contains 62448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111033472.000000 Penalty: 52909.554688
Iteration 17Q: 17 clusters Score -1.110335e+08 nChanged 29001
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 1794 members 
Mstep: Class 4 contains 6264 members 
Mstep: Class 5 contains 1317 members 
Mstep: Class 6 contains 52349 members 
Mstep: Class 7 contains 1731 members 
Mstep: Class 8 contains 52811 members 
Mstep: Class 9 contains 2918 members 
Mstep: Class 10 contains 58878 members 
Mstep: Class 11 contains 73374 members 
Mstep: Class 13 contains 51307 members 
Mstep: Class 14 contains 19177 members 
Mstep: Class 15 contains 80311 members 
Mstep: Class 16 contains 87839 members 
Mstep: Class 17 contains 53550 members 
Mstep: Class 19 contains 60540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111040408.000000 Penalty: 52909.554688
Iteration 18Q: 17 clusters Score -1.110404e+08 nChanged 25939
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 1732 members 
Mstep: Class 4 contains 6547 members 
Mstep: Class 5 contains 1301 members 
Mstep: Class 6 contains 53402 members 
Mstep: Class 7 contains 1738 members 
Mstep: Class 8 contains 53121 members 
Mstep: Class 9 contains 2985 members 
Mstep: Class 10 contains 58054 members 
Mstep: Class 11 contains 72996 members 
Mstep: Class 13 contains 51478 members 
Mstep: Class 14 contains 19673 members 
Mstep: Class 15 contains 79859 members 
Mstep: Class 16 contains 86891 members 
Mstep: Class 17 contains 53271 members 
Mstep: Class 19 contains 58894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111046504.000000 Penalty: 52909.554688
Iteration 19Q: 17 clusters Score -1.110465e+08 nChanged 22530
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 1721 members 
Mstep: Class 4 contains 6772 members 
Mstep: Class 5 contains 1292 members 
Mstep: Class 6 contains 54877 members 
Mstep: Class 7 contains 1750 members 
Mstep: Class 8 contains 52300 members 
Mstep: Class 9 contains 2986 members 
Mstep: Class 10 contains 57530 members 
Mstep: Class 11 contains 72450 members 
Mstep: Class 13 contains 51790 members 
Mstep: Class 14 contains 20145 members 
Mstep: Class 15 contains 79102 members 
Mstep: Class 16 contains 85813 members 
Mstep: Class 17 contains 53140 members 
Mstep: Class 19 contains 57449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111053456.000000 Penalty: 52909.554688
Iteration 20F: 17 clusters Score -1.110535e+08 nChanged 20869
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 1733 members 
Mstep: Class 4 contains 6953 members 
Mstep: Class 5 contains 1230 members 
Mstep: Class 6 contains 55864 members 
Mstep: Class 7 contains 1752 members 
Mstep: Class 8 contains 52395 members 
Mstep: Class 9 contains 3046 members 
Mstep: Class 10 contains 56783 members 
Mstep: Class 11 contains 71585 members 
Mstep: Class 13 contains 51847 members 
Mstep: Class 14 contains 20588 members 
Mstep: Class 15 contains 78263 members 
Mstep: Class 16 contains 84621 members 
Mstep: Class 17 contains 52895 members 
Mstep: Class 19 contains 56071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111060424.000000 Penalty: 52909.554688
Iteration 21Q: 17 clusters Score -1.110604e+08 nChanged 20255
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 1731 members 
Mstep: Class 4 contains 7156 members 
Mstep: Class 5 contains 1171 members 
Mstep: Class 6 contains 56412 members 
Mstep: Class 7 contains 1757 members 
Mstep: Class 8 contains 52729 members 
Mstep: Class 9 contains 3086 members 
Mstep: Class 10 contains 55838 members 
Mstep: Class 11 contains 70661 members 
Mstep: Class 13 contains 51692 members 
Mstep: Class 14 contains 21006 members 
Mstep: Class 15 contains 77477 members 
Mstep: Class 16 contains 83166 members 
Mstep: Class 17 contains 52620 members 
Mstep: Class 19 contains 54623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111067048.000000 Penalty: 52909.554688
Iteration 22Q: 17 clusters Score -1.11067e+08 nChanged 20170
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 1697 members 
Mstep: Class 4 contains 7340 members 
Mstep: Class 5 contains 1150 members 
Mstep: Class 6 contains 56587 members 
Mstep: Class 7 contains 1763 members 
Mstep: Class 8 contains 53217 members 
Mstep: Class 9 contains 3113 members 
Mstep: Class 10 contains 54645 members 
Mstep: Class 11 contains 69463 members 
Mstep: Class 13 contains 51535 members 
Mstep: Class 14 contains 21365 members 
Mstep: Class 15 contains 76664 members 
Mstep: Class 16 contains 81508 members 
Mstep: Class 17 contains 52169 members 
Mstep: Class 19 contains 53167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111074448.000000 Penalty: 52909.554688
Iteration 23Q: 17 clusters Score -1.110744e+08 nChanged 20213
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 1678 members 
Mstep: Class 4 contains 7515 members 
Mstep: Class 5 contains 1137 members 
Mstep: Class 6 contains 56589 members 
Mstep: Class 7 contains 1765 members 
Mstep: Class 8 contains 53536 members 
Mstep: Class 9 contains 3116 members 
Mstep: Class 10 contains 53376 members 
Mstep: Class 11 contains 67922 members 
Mstep: Class 13 contains 51220 members 
Mstep: Class 14 contains 21674 members 
Mstep: Class 15 contains 75689 members 
Mstep: Class 16 contains 79524 members 
Mstep: Class 17 contains 51666 members 
Mstep: Class 19 contains 51944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111081104.000000 Penalty: 52909.554688
Iteration 24Q: 17 clusters Score -1.110811e+08 nChanged 20605
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 48124 members 
Mstep: Class 2 contains 1661 members 
Mstep: Class 4 contains 7643 members 
Mstep: Class 5 contains 1134 members 
Mstep: Class 6 contains 56420 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 53670 members 
Mstep: Class 9 contains 3110 members 
Mstep: Class 10 contains 52114 members 
Mstep: Class 11 contains 66150 members 
Mstep: Class 13 contains 50939 members 
Mstep: Class 14 contains 21940 members 
Mstep: Class 15 contains 74755 members 
Mstep: Class 16 contains 76701 members 
Mstep: Class 17 contains 51151 members 
Mstep: Class 19 contains 50511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088880.000000 Penalty: 52909.554688
Iteration 25Q: 17 clusters Score -1.110889e+08 nChanged 22748
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 59345 members 
Mstep: Class 2 contains 1656 members 
Mstep: Class 4 contains 7618 members 
Mstep: Class 5 contains 1132 members 
Mstep: Class 6 contains 56192 members 
Mstep: Class 7 contains 1775 members 
Mstep: Class 8 contains 53246 members 
Mstep: Class 9 contains 3092 members 
Mstep: Class 10 contains 49627 members 
Mstep: Class 11 contains 64090 members 
Mstep: Class 13 contains 50224 members 
Mstep: Class 14 contains 22116 members 
Mstep: Class 15 contains 73812 members 
Mstep: Class 16 contains 75427 members 
Mstep: Class 17 contains 50319 members 
Mstep: Class 19 contains 48121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111092592.000000 Penalty: 52909.554688
Iteration 26Q: 17 clusters Score -1.110926e+08 nChanged 26554
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 71715 members 
Mstep: Class 2 contains 1651 members 
Mstep: Class 4 contains 7469 members 
Mstep: Class 5 contains 1131 members 
Mstep: Class 6 contains 55722 members 
Mstep: Class 7 contains 1777 members 
Mstep: Class 8 contains 52265 members 
Mstep: Class 9 contains 3075 members 
Mstep: Class 10 contains 46162 members 
Mstep: Class 11 contains 61937 members 
Mstep: Class 13 contains 49174 members 
Mstep: Class 14 contains 22310 members 
Mstep: Class 15 contains 73027 members 
Mstep: Class 16 contains 75898 members 
Mstep: Class 17 contains 49175 members 
Mstep: Class 19 contains 45304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111087224.000000 Penalty: 52909.554688
Iteration 27Q: 17 clusters Score -1.110872e+08 nChanged 23382
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 76760 members 
Mstep: Class 2 contains 1649 members 
Mstep: Class 4 contains 7458 members 
Mstep: Class 5 contains 1131 members 
Mstep: Class 6 contains 55224 members 
Mstep: Class 7 contains 1783 members 
Mstep: Class 8 contains 51887 members 
Mstep: Class 9 contains 3049 members 
Mstep: Class 10 contains 45337 members 
Mstep: Class 11 contains 60142 members 
Mstep: Class 13 contains 48706 members 
Mstep: Class 14 contains 22697 members 
Mstep: Class 15 contains 72368 members 
Mstep: Class 16 contains 76680 members 
Mstep: Class 17 contains 48295 members 
Mstep: Class 19 contains 44626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111084600.000000 Penalty: 52909.554688
Iteration 28Q: 17 clusters Score -1.110846e+08 nChanged 18015
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 76544 members 
Mstep: Class 2 contains 1648 members 
Mstep: Class 4 contains 7533 members 
Mstep: Class 5 contains 1131 members 
Mstep: Class 6 contains 54672 members 
Mstep: Class 7 contains 1791 members 
Mstep: Class 8 contains 52271 members 
Mstep: Class 9 contains 3027 members 
Mstep: Class 10 contains 46646 members 
Mstep: Class 11 contains 58710 members 
Mstep: Class 13 contains 48771 members 
Mstep: Class 14 contains 23147 members 
Mstep: Class 15 contains 71741 members 
Mstep: Class 16 contains 76936 members 
Mstep: Class 17 contains 47926 members 
Mstep: Class 19 contains 45298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111085176.000000 Penalty: 52909.554688
Iteration 29Q: 17 clusters Score -1.110852e+08 nChanged 14630
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 75312 members 
Mstep: Class 2 contains 1647 members 
Mstep: Class 4 contains 7623 members 
Mstep: Class 5 contains 1131 members 
Mstep: Class 6 contains 54194 members 
Mstep: Class 7 contains 1792 members 
Mstep: Class 8 contains 52832 members 
Mstep: Class 9 contains 3007 members 
Mstep: Class 10 contains 47850 members 
Mstep: Class 11 contains 57460 members 
Mstep: Class 13 contains 48985 members 
Mstep: Class 14 contains 23507 members 
Mstep: Class 15 contains 71429 members 
Mstep: Class 16 contains 77106 members 
Mstep: Class 17 contains 47956 members 
Mstep: Class 19 contains 45961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086472.000000 Penalty: 52909.554688
Iteration 30Q: 17 clusters Score -1.110865e+08 nChanged 13047
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 73786 members 
Mstep: Class 2 contains 1646 members 
Mstep: Class 4 contains 7692 members 
Mstep: Class 5 contains 1131 members 
Mstep: Class 6 contains 53895 members 
Mstep: Class 7 contains 1795 members 
Mstep: Class 8 contains 53585 members 
Mstep: Class 9 contains 2993 members 
Mstep: Class 10 contains 48745 members 
Mstep: Class 11 contains 56452 members 
Mstep: Class 13 contains 49216 members 
Mstep: Class 14 contains 23836 members 
Mstep: Class 15 contains 71056 members 
Mstep: Class 16 contains 77275 members 
Mstep: Class 17 contains 48122 members 
Mstep: Class 19 contains 46567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111086680.000000 Penalty: 52909.554688
Iteration 31Q: 17 clusters Score -1.110867e+08 nChanged 12305
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 72151 members 
Mstep: Class 2 contains 1645 members 
Mstep: Class 4 contains 7769 members 
Mstep: Class 5 contains 1131 members 
Mstep: Class 6 contains 53622 members 
Mstep: Class 7 contains 1794 members 
Mstep: Class 8 contains 54402 members 
Mstep: Class 9 contains 2972 members 
Mstep: Class 10 contains 49417 members 
Mstep: Class 11 contains 55610 members 
Mstep: Class 13 contains 49557 members 
Mstep: Class 14 contains 24156 members 
Mstep: Class 15 contains 70837 members 
Mstep: Class 16 contains 77390 members 
Mstep: Class 17 contains 48297 members 
Mstep: Class 19 contains 47042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111087760.000000 Penalty: 52909.554688
Iteration 32Q: 17 clusters Score -1.110878e+08 nChanged 12164
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 70569 members 
Mstep: Class 2 contains 1644 members 
Mstep: Class 4 contains 7824 members 
Mstep: Class 5 contains 1131 members 
Mstep: Class 6 contains 53310 members 
Mstep: Class 7 contains 1791 members 
Mstep: Class 8 contains 55134 members 
Mstep: Class 9 contains 2959 members 
Mstep: Class 10 contains 50002 members 
Mstep: Class 11 contains 54963 members 
Mstep: Class 13 contains 50066 members 
Mstep: Class 14 contains 24475 members 
Mstep: Class 15 contains 70626 members 
Mstep: Class 16 contains 77433 members 
Mstep: Class 17 contains 48520 members 
Mstep: Class 19 contains 47345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088552.000000 Penalty: 52909.554688
Iteration 33Q: 17 clusters Score -1.110886e+08 nChanged 12290
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 68927 members 
Mstep: Class 2 contains 1644 members 
Mstep: Class 4 contains 7902 members 
Mstep: Class 5 contains 1131 members 
Mstep: Class 6 contains 53078 members 
Mstep: Class 7 contains 1786 members 
Mstep: Class 8 contains 55818 members 
Mstep: Class 9 contains 2944 members 
Mstep: Class 10 contains 50427 members 
Mstep: Class 11 contains 54408 members 
Mstep: Class 13 contains 50647 members 
Mstep: Class 14 contains 24802 members 
Mstep: Class 15 contains 70415 members 
Mstep: Class 16 contains 77451 members 
Mstep: Class 17 contains 48829 members 
Mstep: Class 19 contains 47583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111089544.000000 Penalty: 52909.554688
Iteration 34Q: 17 clusters Score -1.110895e+08 nChanged 11982
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 67407 members 
Mstep: Class 2 contains 1644 members 
Mstep: Class 4 contains 8004 members 
Mstep: Class 5 contains 1131 members 
Mstep: Class 6 contains 52913 members 
Mstep: Class 7 contains 1790 members 
Mstep: Class 8 contains 56403 members 
Mstep: Class 9 contains 2928 members 
Mstep: Class 10 contains 50780 members 
Mstep: Class 11 contains 54001 members 
Mstep: Class 13 contains 51215 members 
Mstep: Class 14 contains 25119 members 
Mstep: Class 15 contains 70191 members 
Mstep: Class 16 contains 77383 members 
Mstep: Class 17 contains 49137 members 
Mstep: Class 19 contains 47746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111090880.000000 Penalty: 52909.554688
Iteration 35Q: 17 clusters Score -1.110909e+08 nChanged 11262
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 66088 members 
Mstep: Class 2 contains 1643 members 
Mstep: Class 4 contains 8083 members 
Mstep: Class 5 contains 1131 members 
Mstep: Class 6 contains 52870 members 
Mstep: Class 7 contains 1788 members 
Mstep: Class 8 contains 56996 members 
Mstep: Class 9 contains 2914 members 
Mstep: Class 10 contains 51079 members 
Mstep: Class 11 contains 53613 members 
Mstep: Class 13 contains 51646 members 
Mstep: Class 14 contains 25479 members 
Mstep: Class 15 contains 69910 members 
Mstep: Class 16 contains 77203 members 
Mstep: Class 17 contains 49503 members 
Mstep: Class 19 contains 47846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111092800.000000 Penalty: 52909.554688
Iteration 36Q: 17 clusters Score -1.110928e+08 nChanged 11063
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 65047 members 
Mstep: Class 2 contains 1641 members 
Mstep: Class 4 contains 8153 members 
Mstep: Class 5 contains 1131 members 
Mstep: Class 6 contains 52790 members 
Mstep: Class 7 contains 1787 members 
Mstep: Class 8 contains 57558 members 
Mstep: Class 9 contains 2891 members 
Mstep: Class 10 contains 51355 members 
Mstep: Class 11 contains 53195 members 
Mstep: Class 13 contains 52033 members 
Mstep: Class 14 contains 25839 members 
Mstep: Class 15 contains 69731 members 
Mstep: Class 16 contains 76947 members 
Mstep: Class 17 contains 49691 members 
Mstep: Class 19 contains 48003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111095392.000000 Penalty: 52909.554688
Iteration 37Q: 17 clusters Score -1.110954e+08 nChanged 10936
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 64233 members 
Mstep: Class 2 contains 1640 members 
Mstep: Class 4 contains 8239 members 
Mstep: Class 5 contains 1131 members 
Mstep: Class 6 contains 52677 members 
Mstep: Class 7 contains 1784 members 
Mstep: Class 8 contains 58008 members 
Mstep: Class 9 contains 2869 members 
Mstep: Class 10 contains 51589 members 
Mstep: Class 11 contains 52759 members 
Mstep: Class 13 contains 52361 members 
Mstep: Class 14 contains 26218 members 
Mstep: Class 15 contains 69534 members 
Mstep: Class 16 contains 76772 members 
Mstep: Class 17 contains 49842 members 
Mstep: Class 19 contains 48136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111097672.000000 Penalty: 52909.554688
Iteration 38Q: 17 clusters Score -1.110977e+08 nChanged 10699
Entering ConstructFrom: 
Score: -111097672.000000 Penalty: 52909.554688
Entering ConstructFrom: 
Trying to split cluster 1 (63477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63477 members 
Entering Unmasked Estep 
Score: -11594324.000000 Penalty: 2742.491211
	Iteration 0F: 2 clusters Score -1.159432e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -11565999.000000 Penalty: 5484.982422
	Iteration 0F: 3 clusters Score -1.1566e+07 nChanged 29400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33226 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -11582454.000000 Penalty: 5484.982422
	Iteration 1F: 3 clusters Score -1.158245e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -11583052.000000 Penalty: 5484.982422
	Iteration 2Q: 3 clusters Score -1.158305e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -11583801.000000 Penalty: 5484.982422
	Iteration 3Q: 3 clusters Score -1.15838e+07 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -11584722.000000 Penalty: 5484.982422
	Iteration 4Q: 3 clusters Score -1.158472e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39824 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -11586098.000000 Penalty: 5484.982422
	Iteration 5Q: 3 clusters Score -1.15861e+07 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43299 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -11588224.000000 Penalty: 5484.982422
	Iteration 6F: 3 clusters Score -1.158822e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47573 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -11589954.000000 Penalty: 5484.982422
	Iteration 7F: 3 clusters Score -1.158995e+07 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51823 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -11590511.000000 Penalty: 5484.982422
	Iteration 8F: 3 clusters Score -1.159051e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54929 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -11590624.000000 Penalty: 5484.982422
	Iteration 9F: 3 clusters Score -1.159062e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56784 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -11590976.000000 Penalty: 5484.982422
	Iteration 10Q: 3 clusters Score -1.159098e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57912 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -11591425.000000 Penalty: 5484.982422
	Iteration 11Q: 3 clusters Score -1.159142e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58567 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -11591657.000000 Penalty: 5484.982422
	Iteration 12Q: 3 clusters Score -1.159166e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58953 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -11591834.000000 Penalty: 5484.982422
	Iteration 13Q: 3 clusters Score -1.159183e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59210 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -11591803.000000 Penalty: 5484.982422
	Iteration 14Q: 3 clusters Score -1.15918e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59409 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -11591830.000000 Penalty: 5484.982422
	Iteration 15Q: 3 clusters Score -1.159183e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59551 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -11591848.000000 Penalty: 5484.982422
	Iteration 16Q: 3 clusters Score -1.159185e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59642 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -11591853.000000 Penalty: 5484.982422
	Iteration 17Q: 3 clusters Score -1.159185e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59733 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -11591865.000000 Penalty: 5484.982422
	Iteration 18Q: 3 clusters Score -1.159186e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59806 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -11591883.000000 Penalty: 5484.982422
	Iteration 19Q: 3 clusters Score -1.159188e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59878 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -11591901.000000 Penalty: 5484.982422
	Iteration 20F: 3 clusters Score -1.15919e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59938 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -11591856.000000 Penalty: 5484.982422
	Iteration 21Q: 3 clusters Score -1.159186e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60009 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -11591876.000000 Penalty: 5484.982422
	Iteration 22Q: 3 clusters Score -1.159188e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60063 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -11591895.000000 Penalty: 5484.982422
	Iteration 23Q: 3 clusters Score -1.15919e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60114 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -11591898.000000 Penalty: 5484.982422
	Iteration 24Q: 3 clusters Score -1.15919e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60154 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -11591879.000000 Penalty: 5484.982422
	Iteration 25Q: 3 clusters Score -1.159188e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60198 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -11591866.000000 Penalty: 5484.982422
	Iteration 26Q: 3 clusters Score -1.159187e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60242 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -11591839.000000 Penalty: 5484.982422
	Iteration 27Q: 3 clusters Score -1.159184e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60274 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -11591850.000000 Penalty: 5484.982422
	Iteration 28Q: 3 clusters Score -1.159185e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60287 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -11591835.000000 Penalty: 5484.982422
	Iteration 29Q: 3 clusters Score -1.159184e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60297 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -11591838.000000 Penalty: 5484.982422
	Iteration 30Q: 3 clusters Score -1.159184e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60316 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -11591840.000000 Penalty: 5484.982422
	Iteration 31Q: 3 clusters Score -1.159184e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60326 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -11591837.000000 Penalty: 5484.982422
	Iteration 32Q: 3 clusters Score -1.159184e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60335 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -11591856.000000 Penalty: 5484.982422
	Iteration 33Q: 3 clusters Score -1.159186e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60334 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -11591862.000000 Penalty: 5484.982422
	Iteration 34Q: 3 clusters Score -1.159186e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60341 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -11591858.000000 Penalty: 5484.982422
	Iteration 35Q: 3 clusters Score -1.159186e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60357 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -11591865.000000 Penalty: 5484.982422
	Iteration 36Q: 3 clusters Score -1.159186e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60373 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -11591868.000000 Penalty: 5484.982422
	Iteration 37Q: 3 clusters Score -1.159187e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60392 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -11591862.000000 Penalty: 5484.982422
	Iteration 38Q: 3 clusters Score -1.159186e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60412 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -11591878.000000 Penalty: 5484.982422
	Iteration 39Q: 3 clusters Score -1.159188e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60419 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -11591875.000000 Penalty: 5484.982422
	Iteration 40F: 3 clusters Score -1.159188e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60427 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -11591886.000000 Penalty: 5484.982422
	Iteration 41Q: 3 clusters Score -1.159189e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60428 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -11591885.000000 Penalty: 5484.982422
	Iteration 42Q: 3 clusters Score -1.159188e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60429 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -11591901.000000 Penalty: 5484.982422
	Iteration 43Q: 3 clusters Score -1.15919e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60422 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -11591902.000000 Penalty: 5484.982422
	Iteration 44Q: 3 clusters Score -1.15919e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60417 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -11591912.000000 Penalty: 5484.982422
	Iteration 45Q: 3 clusters Score -1.159191e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60422 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -11591930.000000 Penalty: 5484.982422
	Iteration 46Q: 3 clusters Score -1.159193e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60424 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -11591915.000000 Penalty: 5484.982422
	Iteration 47Q: 3 clusters Score -1.159192e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60429 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -11591931.000000 Penalty: 5484.982422
	Iteration 48Q: 3 clusters Score -1.159193e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60441 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -11591925.000000 Penalty: 5484.982422
	Iteration 49Q: 3 clusters Score -1.159192e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60464 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -11591928.000000 Penalty: 5484.982422
	Iteration 50Q: 3 clusters Score -1.159193e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60488 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -11591965.000000 Penalty: 5484.982422
	Iteration 51Q: 3 clusters Score -1.159196e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60509 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -11591979.000000 Penalty: 5484.982422
	Iteration 52Q: 3 clusters Score -1.159198e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60528 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -11591977.000000 Penalty: 5484.982422
	Iteration 53Q: 3 clusters Score -1.159198e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60538 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -11591962.000000 Penalty: 5484.982422
	Iteration 54Q: 3 clusters Score -1.159196e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60535 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -11591951.000000 Penalty: 5484.982422
	Iteration 55Q: 3 clusters Score -1.159195e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60532 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -11591959.000000 Penalty: 5484.982422
	Iteration 56Q: 3 clusters Score -1.159196e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60533 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -11591971.000000 Penalty: 5484.982422
	Iteration 57Q: 3 clusters Score -1.159197e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60535 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -11591975.000000 Penalty: 5484.982422
	Iteration 58Q: 3 clusters Score -1.159198e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60545 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -11591968.000000 Penalty: 5484.982422
	Iteration 59Q: 3 clusters Score -1.159197e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60558 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -11591966.000000 Penalty: 5484.982422
	Iteration 60F: 3 clusters Score -1.159197e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60569 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -11591953.000000 Penalty: 5484.982422
	Iteration 61Q: 3 clusters Score -1.159195e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60569 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -11591962.000000 Penalty: 5484.982422
	Iteration 62Q: 3 clusters Score -1.159196e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60574 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -11591949.000000 Penalty: 5484.982422
	Iteration 63Q: 3 clusters Score -1.159195e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60579 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -11591974.000000 Penalty: 5484.982422
	Iteration 64Q: 3 clusters Score -1.159197e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60581 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -11591958.000000 Penalty: 5484.982422
	Iteration 65Q: 3 clusters Score -1.159196e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60578 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -11591960.000000 Penalty: 5484.982422
	Iteration 66Q: 3 clusters Score -1.159196e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60579 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -11591954.000000 Penalty: 5484.982422
	Iteration 67Q: 3 clusters Score -1.159195e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60585 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -11591955.000000 Penalty: 5484.982422
	Iteration 68Q: 3 clusters Score -1.159196e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60598 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -11591951.000000 Penalty: 5484.982422
	Iteration 69Q: 3 clusters Score -1.159195e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60605 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -11591948.000000 Penalty: 5484.982422
	Iteration 70Q: 3 clusters Score -1.159195e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60605 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -11591934.000000 Penalty: 5484.982422
	Iteration 71Q: 3 clusters Score -1.159193e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60613 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -11591917.000000 Penalty: 5484.982422
	Iteration 72Q: 3 clusters Score -1.159192e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60614 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -11591931.000000 Penalty: 5484.982422
	Iteration 73Q: 3 clusters Score -1.159193e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60611 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -11591934.000000 Penalty: 5484.982422
	Iteration 74Q: 3 clusters Score -1.159193e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60609 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -11591943.000000 Penalty: 5484.982422
	Iteration 75Q: 3 clusters Score -1.159194e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60617 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -11591933.000000 Penalty: 5484.982422
	Iteration 76Q: 3 clusters Score -1.159193e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60627 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -11591940.000000 Penalty: 5484.982422
	Iteration 77Q: 3 clusters Score -1.159194e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60626 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -11591941.000000 Penalty: 5484.982422
	Iteration 78Q: 3 clusters Score -1.159194e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60629 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -11591947.000000 Penalty: 5484.982422
	Iteration 79Q: 3 clusters Score -1.159195e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60628 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -11591954.000000 Penalty: 5484.982422
	Iteration 80F: 3 clusters Score -1.159195e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60632 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -11591959.000000 Penalty: 5484.982422
	Iteration 81Q: 3 clusters Score -1.159196e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60634 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -11591965.000000 Penalty: 5484.982422
	Iteration 82Q: 3 clusters Score -1.159196e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60638 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -11591974.000000 Penalty: 5484.982422
	Iteration 83Q: 3 clusters Score -1.159197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60637 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -11591971.000000 Penalty: 5484.982422
	Iteration 84Q: 3 clusters Score -1.159197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60636 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -11591969.000000 Penalty: 5484.982422
	Iteration 85Q: 3 clusters Score -1.159197e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60636 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -11591969.000000 Penalty: 5484.982422
	Iteration 86F: 3 clusters Score -1.159197e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Entering Unmasked Estep 
Score: -232670.796875 Penalty: 1835.505371
	Iteration 0F: 2 clusters Score -232670.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -230583.328125 Penalty: 3671.010742
	Iteration 0F: 3 clusters Score -230583.3 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -231829.859375 Penalty: 3671.010742
	Iteration 1F: 3 clusters Score -231829.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -232677.734375 Penalty: 3671.010742
	Iteration 2F: 3 clusters Score -232677.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -233259.687500 Penalty: 3671.010742
	Iteration 3F: 3 clusters Score -233259.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -233579.546875 Penalty: 3671.010742
	Iteration 4F: 3 clusters Score -233579.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -233763.781250 Penalty: 3671.010742
	Iteration 5Q: 3 clusters Score -233763.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -233905.750000 Penalty: 3671.010742
	Iteration 6Q: 3 clusters Score -233905.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -233969.546875 Penalty: 3671.010742
	Iteration 7Q: 3 clusters Score -233969.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -233995.125000 Penalty: 3671.010742
	Iteration 8Q: 3 clusters Score -233995.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -234005.859375 Penalty: 3671.010742
	Iteration 9Q: 3 clusters Score -234005.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -234011.562500 Penalty: 3671.010742
	Iteration 10Q: 3 clusters Score -234011.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -234018.593750 Penalty: 3671.010742
	Iteration 11Q: 3 clusters Score -234018.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -234028.156250 Penalty: 3671.010742
	Iteration 12Q: 3 clusters Score -234028.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -234032.375000 Penalty: 3671.010742
	Iteration 13Q: 3 clusters Score -234032.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -234043.265625 Penalty: 3671.010742
	Iteration 14Q: 3 clusters Score -234043.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -234061.546875 Penalty: 3671.010742
	Iteration 15Q: 3 clusters Score -234061.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -234065.718750 Penalty: 3671.010742
	Iteration 16Q: 3 clusters Score -234065.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -234066.343750 Penalty: 3671.010742
	Iteration 17Q: 3 clusters Score -234066.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -234067.546875 Penalty: 3671.010742
	Iteration 18Q: 3 clusters Score -234067.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -234067.546875 Penalty: 3671.010742
	Iteration 19F: 3 clusters Score -234067.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 63477 members 
Mstep: Class 2 contains 871 members 
Mstep: Class 3 contains 767 members 
Mstep: Class 4 contains 8372 members 
Mstep: Class 5 contains 1131 members 
Mstep: Class 6 contains 52601 members 
Mstep: Class 7 contains 1784 members 
Mstep: Class 8 contains 58431 members 
Mstep: Class 9 contains 2859 members 
Mstep: Class 10 contains 51722 members 
Mstep: Class 11 contains 52371 members 
Mstep: Class 13 contains 52654 members 
Mstep: Class 14 contains 26567 members 
Mstep: Class 15 contains 69345 members 
Mstep: Class 16 contains 76597 members 
Mstep: Class 17 contains 49969 members 
Mstep: Class 19 contains 48274 members 
Entering Unmasked Estep 
Score: -111098280.000000 Penalty: 56216.398438
Splitting cluster 2 changes total score from -111097672.000000 to -111098280.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 4 (8372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Entering Unmasked Estep 
Score: -1509587.375000 Penalty: 2240.096680
	Iteration 0F: 2 clusters Score -1509587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1502976.250000 Penalty: 4480.193359
	Iteration 0F: 3 clusters Score -1502976 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1504701.750000 Penalty: 4480.193359
	Iteration 1F: 3 clusters Score -1504702 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1504962.500000 Penalty: 4480.193359
	Iteration 2F: 3 clusters Score -1504962 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1505152.375000 Penalty: 4480.193359
	Iteration 3Q: 3 clusters Score -1505152 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1505284.125000 Penalty: 4480.193359
	Iteration 4Q: 3 clusters Score -1505284 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1505372.875000 Penalty: 4480.193359
	Iteration 5Q: 3 clusters Score -1505373 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1505449.250000 Penalty: 4480.193359
	Iteration 6Q: 3 clusters Score -1505449 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1505536.375000 Penalty: 4480.193359
	Iteration 7Q: 3 clusters Score -1505536 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1505637.500000 Penalty: 4480.193359
	Iteration 8Q: 3 clusters Score -1505638 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1505761.125000 Penalty: 4480.193359
	Iteration 9Q: 3 clusters Score -1505761 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1505885.250000 Penalty: 4480.193359
	Iteration 10Q: 3 clusters Score -1505885 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1506030.500000 Penalty: 4480.193359
	Iteration 11Q: 3 clusters Score -1506030 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1506159.750000 Penalty: 4480.193359
	Iteration 12Q: 3 clusters Score -1506160 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -1506286.375000 Penalty: 4480.193359
	Iteration 13Q: 3 clusters Score -1506286 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1506410.500000 Penalty: 4480.193359
	Iteration 14Q: 3 clusters Score -1506410 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1506546.125000 Penalty: 4480.193359
	Iteration 15Q: 3 clusters Score -1506546 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1506708.125000 Penalty: 4480.193359
	Iteration 16Q: 3 clusters Score -1506708 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1506844.500000 Penalty: 4480.193359
	Iteration 17Q: 3 clusters Score -1506844 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1506971.750000 Penalty: 4480.193359
	Iteration 18Q: 3 clusters Score -1506972 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1507071.375000 Penalty: 4480.193359
	Iteration 19Q: 3 clusters Score -1507071 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1507134.250000 Penalty: 4480.193359
	Iteration 20F: 3 clusters Score -1507134 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1507193.875000 Penalty: 4480.193359
	Iteration 21Q: 3 clusters Score -1507194 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1507257.125000 Penalty: 4480.193359
	Iteration 22Q: 3 clusters Score -1507257 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1507314.000000 Penalty: 4480.193359
	Iteration 23Q: 3 clusters Score -1507314 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1507357.625000 Penalty: 4480.193359
	Iteration 24Q: 3 clusters Score -1507358 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1507395.625000 Penalty: 4480.193359
	Iteration 25Q: 3 clusters Score -1507396 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1507436.000000 Penalty: 4480.193359
	Iteration 26Q: 3 clusters Score -1507436 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1507468.125000 Penalty: 4480.193359
	Iteration 27Q: 3 clusters Score -1507468 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1507494.625000 Penalty: 4480.193359
	Iteration 28Q: 3 clusters Score -1507495 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1507521.250000 Penalty: 4480.193359
	Iteration 29Q: 3 clusters Score -1507521 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1507537.875000 Penalty: 4480.193359
	Iteration 30Q: 3 clusters Score -1507538 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -1507555.000000 Penalty: 4480.193359
	Iteration 31Q: 3 clusters Score -1507555 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1507566.875000 Penalty: 4480.193359
	Iteration 32Q: 3 clusters Score -1507567 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1507576.875000 Penalty: 4480.193359
	Iteration 33Q: 3 clusters Score -1507577 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1507582.750000 Penalty: 4480.193359
	Iteration 34Q: 3 clusters Score -1507583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1507592.125000 Penalty: 4480.193359
	Iteration 35Q: 3 clusters Score -1507592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1507602.625000 Penalty: 4480.193359
	Iteration 36Q: 3 clusters Score -1507603 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1507611.375000 Penalty: 4480.193359
	Iteration 37Q: 3 clusters Score -1507611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1507617.375000 Penalty: 4480.193359
	Iteration 38Q: 3 clusters Score -1507617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1507623.125000 Penalty: 4480.193359
	Iteration 39Q: 3 clusters Score -1507623 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1507628.375000 Penalty: 4480.193359
	Iteration 40F: 3 clusters Score -1507628 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1507637.500000 Penalty: 4480.193359
	Iteration 41Q: 3 clusters Score -1507638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1507639.875000 Penalty: 4480.193359
	Iteration 42Q: 3 clusters Score -1507640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1507642.625000 Penalty: 4480.193359
	Iteration 43Q: 3 clusters Score -1507643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1507646.500000 Penalty: 4480.193359
	Iteration 44Q: 3 clusters Score -1507646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1507652.000000 Penalty: 4480.193359
	Iteration 45Q: 3 clusters Score -1507652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1507655.125000 Penalty: 4480.193359
	Iteration 46Q: 3 clusters Score -1507655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1507659.000000 Penalty: 4480.193359
	Iteration 47Q: 3 clusters Score -1507659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1507661.625000 Penalty: 4480.193359
	Iteration 48Q: 3 clusters Score -1507662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1507661.625000 Penalty: 4480.193359
	Iteration 49Q: 3 clusters Score -1507662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1507662.500000 Penalty: 4480.193359
	Iteration 50Q: 3 clusters Score -1507662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1507660.875000 Penalty: 4480.193359
	Iteration 51Q: 3 clusters Score -1507661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1507661.000000 Penalty: 4480.193359
	Iteration 52Q: 3 clusters Score -1507661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1507662.500000 Penalty: 4480.193359
	Iteration 53Q: 3 clusters Score -1507662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1507667.875000 Penalty: 4480.193359
	Iteration 54Q: 3 clusters Score -1507668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1507666.250000 Penalty: 4480.193359
	Iteration 55Q: 3 clusters Score -1507666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1507667.250000 Penalty: 4480.193359
	Iteration 56Q: 3 clusters Score -1507667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1507669.125000 Penalty: 4480.193359
	Iteration 57Q: 3 clusters Score -1507669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1507674.250000 Penalty: 4480.193359
	Iteration 58Q: 3 clusters Score -1507674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1507673.125000 Penalty: 4480.193359
	Iteration 59Q: 3 clusters Score -1507673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1507673.125000 Penalty: 4480.193359
	Iteration 60F: 3 clusters Score -1507673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Entering Unmasked Estep 
Score: -113453.109375 Penalty: 1743.652710
	Iteration 0F: 2 clusters Score -113453.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -111838.187500 Penalty: 3487.305420
	Iteration 0F: 3 clusters Score -111838.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -113855.281250 Penalty: 3487.305420
	Iteration 1F: 3 clusters Score -113855.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -117084.593750 Penalty: 3487.305420
	Iteration 2F: 3 clusters Score -117084.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -118826.523438 Penalty: 3487.305420
	Iteration 3F: 3 clusters Score -118826.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -119154.414062 Penalty: 3487.305420
	Iteration 4Q: 3 clusters Score -119154.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -119262.750000 Penalty: 3487.305420
	Iteration 5Q: 3 clusters Score -119262.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -119290.078125 Penalty: 3487.305420
	Iteration 6Q: 3 clusters Score -119290.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -119303.007812 Penalty: 3487.305420
	Iteration 7Q: 3 clusters Score -119303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -119315.609375 Penalty: 3487.305420
	Iteration 8Q: 3 clusters Score -119315.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -119319.453125 Penalty: 3487.305420
	Iteration 9Q: 3 clusters Score -119319.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -119321.828125 Penalty: 3487.305420
	Iteration 10Q: 3 clusters Score -119321.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -119321.828125 Penalty: 3487.305420
	Iteration 11F: 3 clusters Score -119321.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 63477 members 
Mstep: Class 2 contains 871 members 
Mstep: Class 3 contains 767 members 
Mstep: Class 4 contains 8372 members 
Mstep: Class 5 contains 389 members 
Mstep: Class 6 contains 52601 members 
Mstep: Class 7 contains 1784 members 
Mstep: Class 8 contains 58431 members 
Mstep: Class 9 contains 2859 members 
Mstep: Class 10 contains 51722 members 
Mstep: Class 11 contains 52371 members 
Mstep: Class 12 contains 742 members 
Mstep: Class 13 contains 52654 members 
Mstep: Class 14 contains 26567 members 
Mstep: Class 15 contains 69345 members 
Mstep: Class 16 contains 76597 members 
Mstep: Class 17 contains 49969 members 
Mstep: Class 19 contains 48274 members 
Entering Unmasked Estep 
Score: -111102832.000000 Penalty: 59523.246094
Splitting cluster 5 changes total score from -111097672.000000 to -111102832.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 6 (52601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52601 members 
Entering Unmasked Estep 
Score: -9663847.000000 Penalty: 2695.881592
	Iteration 0F: 2 clusters Score -9663847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -9636296.000000 Penalty: 5391.763184
	Iteration 0F: 3 clusters Score -9636296 nChanged 24261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 27051 members 
Entering Unmasked Estep 
Score: -9649759.000000 Penalty: 5391.763184
	Iteration 1F: 3 clusters Score -9649759 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -9650347.000000 Penalty: 5391.763184
	Iteration 2Q: 3 clusters Score -9650347 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -9651003.000000 Penalty: 5391.763184
	Iteration 3Q: 3 clusters Score -9651003 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -9651740.000000 Penalty: 5391.763184
	Iteration 4Q: 3 clusters Score -9651740 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -9652588.000000 Penalty: 5391.763184
	Iteration 5Q: 3 clusters Score -9652588 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -9653725.000000 Penalty: 5391.763184
	Iteration 6Q: 3 clusters Score -9653725 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -9655363.000000 Penalty: 5391.763184
	Iteration 7F: 3 clusters Score -9655363 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -9657406.000000 Penalty: 5391.763184
	Iteration 8F: 3 clusters Score -9657406 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -9659758.000000 Penalty: 5391.763184
	Iteration 9F: 3 clusters Score -9659758 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
Score: -9661495.000000 Penalty: 5391.763184
	Iteration 10F: 3 clusters Score -9661495 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 46202 members 
Entering Unmasked Estep 
Score: -9662113.000000 Penalty: 5391.763184
	Iteration 11Q: 3 clusters Score -9662113 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 47795 members 
Entering Unmasked Estep 
Score: -9662366.000000 Penalty: 5391.763184
	Iteration 12Q: 3 clusters Score -9662366 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 48722 members 
Entering Unmasked Estep 
Score: -9662481.000000 Penalty: 5391.763184
	Iteration 13Q: 3 clusters Score -9662481 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 49325 members 
Entering Unmasked Estep 
Score: -9662495.000000 Penalty: 5391.763184
	Iteration 14Q: 3 clusters Score -9662495 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 49740 members 
Entering Unmasked Estep 
Score: -9662514.000000 Penalty: 5391.763184
	Iteration 15Q: 3 clusters Score -9662514 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 50009 members 
Entering Unmasked Estep 
Score: -9662489.000000 Penalty: 5391.763184
	Iteration 16Q: 3 clusters Score -9662489 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 50187 members 
Entering Unmasked Estep 
Score: -9662488.000000 Penalty: 5391.763184
	Iteration 17Q: 3 clusters Score -9662488 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 50322 members 
Entering Unmasked Estep 
Score: -9662481.000000 Penalty: 5391.763184
	Iteration 18Q: 3 clusters Score -9662481 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 50418 members 
Entering Unmasked Estep 
Score: -9662532.000000 Penalty: 5391.763184
	Iteration 19Q: 3 clusters Score -9662532 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 50509 members 
Entering Unmasked Estep 
Score: -9662531.000000 Penalty: 5391.763184
	Iteration 20F: 3 clusters Score -9662531 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 50578 members 
Entering Unmasked Estep 
Score: -9662560.000000 Penalty: 5391.763184
	Iteration 21Q: 3 clusters Score -9662560 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 50637 members 
Entering Unmasked Estep 
Score: -9662542.000000 Penalty: 5391.763184
	Iteration 22Q: 3 clusters Score -9662542 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 50676 members 
Entering Unmasked Estep 
Score: -9662559.000000 Penalty: 5391.763184
	Iteration 23Q: 3 clusters Score -9662559 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 50720 members 
Entering Unmasked Estep 
Score: -9662555.000000 Penalty: 5391.763184
	Iteration 24Q: 3 clusters Score -9662555 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 50753 members 
Entering Unmasked Estep 
Score: -9662546.000000 Penalty: 5391.763184
	Iteration 25Q: 3 clusters Score -9662546 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 50772 members 
Entering Unmasked Estep 
Score: -9662535.000000 Penalty: 5391.763184
	Iteration 26Q: 3 clusters Score -9662535 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 50797 members 
Entering Unmasked Estep 
Score: -9662532.000000 Penalty: 5391.763184
	Iteration 27Q: 3 clusters Score -9662532 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 50818 members 
Entering Unmasked Estep 
Score: -9662543.000000 Penalty: 5391.763184
	Iteration 28Q: 3 clusters Score -9662543 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 50837 members 
Entering Unmasked Estep 
Score: -9662542.000000 Penalty: 5391.763184
	Iteration 29Q: 3 clusters Score -9662542 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 50852 members 
Entering Unmasked Estep 
Score: -9662553.000000 Penalty: 5391.763184
	Iteration 30Q: 3 clusters Score -9662553 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -9662553.000000 Penalty: 5391.763184
	Iteration 31Q: 3 clusters Score -9662553 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 50871 members 
Entering Unmasked Estep 
Score: -9662548.000000 Penalty: 5391.763184
	Iteration 32Q: 3 clusters Score -9662548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 50873 members 
Entering Unmasked Estep 
Score: -9662566.000000 Penalty: 5391.763184
	Iteration 33Q: 3 clusters Score -9662566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 50874 members 
Entering Unmasked Estep 
Score: -9662570.000000 Penalty: 5391.763184
	Iteration 34Q: 3 clusters Score -9662570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 50884 members 
Entering Unmasked Estep 
Score: -9662575.000000 Penalty: 5391.763184
	Iteration 35Q: 3 clusters Score -9662575 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 50891 members 
Entering Unmasked Estep 
Score: -9662575.000000 Penalty: 5391.763184
	Iteration 36Q: 3 clusters Score -9662575 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 50905 members 
Entering Unmasked Estep 
Score: -9662585.000000 Penalty: 5391.763184
	Iteration 37Q: 3 clusters Score -9662585 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 50907 members 
Entering Unmasked Estep 
Score: -9662604.000000 Penalty: 5391.763184
	Iteration 38Q: 3 clusters Score -9662604 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 50912 members 
Entering Unmasked Estep 
Score: -9662618.000000 Penalty: 5391.763184
	Iteration 39Q: 3 clusters Score -9662618 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 50926 members 
Entering Unmasked Estep 
Score: -9662628.000000 Penalty: 5391.763184
	Iteration 40F: 3 clusters Score -9662628 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 50940 members 
Entering Unmasked Estep 
Score: -9662622.000000 Penalty: 5391.763184
	Iteration 41Q: 3 clusters Score -9662622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 50952 members 
Entering Unmasked Estep 
Score: -9662620.000000 Penalty: 5391.763184
	Iteration 42Q: 3 clusters Score -9662620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 50964 members 
Entering Unmasked Estep 
Score: -9662627.000000 Penalty: 5391.763184
	Iteration 43Q: 3 clusters Score -9662627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 50965 members 
Entering Unmasked Estep 
Score: -9662624.000000 Penalty: 5391.763184
	Iteration 44Q: 3 clusters Score -9662624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 50968 members 
Entering Unmasked Estep 
Score: -9662629.000000 Penalty: 5391.763184
	Iteration 45Q: 3 clusters Score -9662629 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 50968 members 
Entering Unmasked Estep 
Score: -9662631.000000 Penalty: 5391.763184
	Iteration 46Q: 3 clusters Score -9662631 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 50974 members 
Entering Unmasked Estep 
Score: -9662629.000000 Penalty: 5391.763184
	Iteration 47Q: 3 clusters Score -9662629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 50973 members 
Entering Unmasked Estep 
Score: -9662636.000000 Penalty: 5391.763184
	Iteration 48Q: 3 clusters Score -9662636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 50976 members 
Entering Unmasked Estep 
Score: -9662639.000000 Penalty: 5391.763184
	Iteration 49Q: 3 clusters Score -9662639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 50980 members 
Entering Unmasked Estep 
Score: -9662633.000000 Penalty: 5391.763184
	Iteration 50Q: 3 clusters Score -9662633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 50982 members 
Entering Unmasked Estep 
Score: -9662638.000000 Penalty: 5391.763184
	Iteration 51Q: 3 clusters Score -9662638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 50984 members 
Entering Unmasked Estep 
Score: -9662633.000000 Penalty: 5391.763184
	Iteration 52Q: 3 clusters Score -9662633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 50987 members 
Entering Unmasked Estep 
Score: -9662634.000000 Penalty: 5391.763184
	Iteration 53Q: 3 clusters Score -9662634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 50989 members 
Entering Unmasked Estep 
Score: -9662634.000000 Penalty: 5391.763184
	Iteration 54Q: 3 clusters Score -9662634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 50987 members 
Entering Unmasked Estep 
Score: -9662641.000000 Penalty: 5391.763184
	Iteration 55Q: 3 clusters Score -9662641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 50989 members 
Entering Unmasked Estep 
Score: -9662650.000000 Penalty: 5391.763184
	Iteration 56Q: 3 clusters Score -9662650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 50991 members 
Entering Unmasked Estep 
Score: -9662650.000000 Penalty: 5391.763184
	Iteration 57Q: 3 clusters Score -9662650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 50991 members 
Entering Unmasked Estep 
Score: -9662651.000000 Penalty: 5391.763184
	Iteration 58Q: 3 clusters Score -9662651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 50994 members 
Entering Unmasked Estep 
Score: -9662647.000000 Penalty: 5391.763184
	Iteration 59Q: 3 clusters Score -9662647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 50997 members 
Entering Unmasked Estep 
Score: -9662645.000000 Penalty: 5391.763184
	Iteration 60F: 3 clusters Score -9662645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Entering Unmasked Estep 
Score: -303382.625000 Penalty: 1856.680054
	Iteration 0F: 2 clusters Score -303382.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -301088.437500 Penalty: 3713.360107
	Iteration 0F: 3 clusters Score -301088.4 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -302173.531250 Penalty: 3713.360107
	Iteration 1F: 3 clusters Score -302173.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -302729.125000 Penalty: 3713.360107
	Iteration 2F: 3 clusters Score -302729.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -303148.968750 Penalty: 3713.360107
	Iteration 3F: 3 clusters Score -303149 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -303367.781250 Penalty: 3713.360107
	Iteration 4F: 3 clusters Score -303367.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -303456.625000 Penalty: 3713.360107
	Iteration 5Q: 3 clusters Score -303456.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -303502.281250 Penalty: 3713.360107
	Iteration 6Q: 3 clusters Score -303502.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -303526.812500 Penalty: 3713.360107
	Iteration 7Q: 3 clusters Score -303526.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -303557.187500 Penalty: 3713.360107
	Iteration 8Q: 3 clusters Score -303557.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -303569.000000 Penalty: 3713.360107
	Iteration 9Q: 3 clusters Score -303569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -303601.656250 Penalty: 3713.360107
	Iteration 10Q: 3 clusters Score -303601.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -303655.687500 Penalty: 3713.360107
	Iteration 11Q: 3 clusters Score -303655.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -303668.750000 Penalty: 3713.360107
	Iteration 12Q: 3 clusters Score -303668.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -303676.375000 Penalty: 3713.360107
	Iteration 13Q: 3 clusters Score -303676.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -303709.187500 Penalty: 3713.360107
	Iteration 14Q: 3 clusters Score -303709.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -303732.625000 Penalty: 3713.360107
	Iteration 15Q: 3 clusters Score -303732.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -303746.718750 Penalty: 3713.360107
	Iteration 16Q: 3 clusters Score -303746.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -303749.718750 Penalty: 3713.360107
	Iteration 17Q: 3 clusters Score -303749.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -303751.500000 Penalty: 3713.360107
	Iteration 18Q: 3 clusters Score -303751.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -303753.812500 Penalty: 3713.360107
	Iteration 19Q: 3 clusters Score -303753.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -303754.093750 Penalty: 3713.360107
	Iteration 20F: 3 clusters Score -303754.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -303753.781250 Penalty: 3713.360107
	Iteration 21Q: 3 clusters Score -303753.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -303755.125000 Penalty: 3713.360107
	Iteration 22Q: 3 clusters Score -303755.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -303755.968750 Penalty: 3713.360107
	Iteration 23Q: 3 clusters Score -303756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -303755.968750 Penalty: 3713.360107
	Iteration 24F: 3 clusters Score -303756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 63477 members 
Mstep: Class 2 contains 871 members 
Mstep: Class 3 contains 767 members 
Mstep: Class 4 contains 8372 members 
Mstep: Class 5 contains 389 members 
Mstep: Class 6 contains 52601 members 
Mstep: Class 7 contains 1367 members 
Mstep: Class 8 contains 58431 members 
Mstep: Class 9 contains 2859 members 
Mstep: Class 10 contains 51722 members 
Mstep: Class 11 contains 52371 members 
Mstep: Class 12 contains 742 members 
Mstep: Class 13 contains 52654 members 
Mstep: Class 14 contains 26567 members 
Mstep: Class 15 contains 69345 members 
Mstep: Class 16 contains 76597 members 
Mstep: Class 17 contains 49969 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 48274 members 
Entering Unmasked Estep 
Score: -111101736.000000 Penalty: 62830.093750
Splitting cluster 7 changes total score from -111097672.000000 to -111101736.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 8 (58431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58431 members 
Entering Unmasked Estep 
Score: -10887336.000000 Penalty: 2721.949219
	Iteration 0F: 2 clusters Score -1.088734e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -10861819.000000 Penalty: 5443.898438
	Iteration 0F: 3 clusters Score -1.086182e+07 nChanged 27152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -10876958.000000 Penalty: 5443.898438
	Iteration 1F: 3 clusters Score -1.087696e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -10877702.000000 Penalty: 5443.898438
	Iteration 2Q: 3 clusters Score -1.08777e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -10878490.000000 Penalty: 5443.898438
	Iteration 3Q: 3 clusters Score -1.087849e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -10879422.000000 Penalty: 5443.898438
	Iteration 4Q: 3 clusters Score -1.087942e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -10880534.000000 Penalty: 5443.898438
	Iteration 5Q: 3 clusters Score -1.088053e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -10881788.000000 Penalty: 5443.898438
	Iteration 6F: 3 clusters Score -1.088179e+07 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -10883484.000000 Penalty: 5443.898438
	Iteration 7F: 3 clusters Score -1.088348e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -10884718.000000 Penalty: 5443.898438
	Iteration 8F: 3 clusters Score -1.088472e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49156 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -10885006.000000 Penalty: 5443.898438
	Iteration 9F: 3 clusters Score -1.088501e+07 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51773 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -10884875.000000 Penalty: 5443.898438
	Iteration 10Q: 3 clusters Score -1.088488e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53540 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -10884859.000000 Penalty: 5443.898438
	Iteration 11Q: 3 clusters Score -1.088486e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54656 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -10884949.000000 Penalty: 5443.898438
	Iteration 12Q: 3 clusters Score -1.088495e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55309 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -10885003.000000 Penalty: 5443.898438
	Iteration 13Q: 3 clusters Score -1.0885e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55722 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -10885147.000000 Penalty: 5443.898438
	Iteration 14Q: 3 clusters Score -1.088515e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56022 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -10885228.000000 Penalty: 5443.898438
	Iteration 15Q: 3 clusters Score -1.088523e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56235 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -10885266.000000 Penalty: 5443.898438
	Iteration 16Q: 3 clusters Score -1.088527e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56416 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -10885263.000000 Penalty: 5443.898438
	Iteration 17Q: 3 clusters Score -1.088526e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56545 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -10885243.000000 Penalty: 5443.898438
	Iteration 18Q: 3 clusters Score -1.088524e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56659 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -10885275.000000 Penalty: 5443.898438
	Iteration 19Q: 3 clusters Score -1.088528e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56734 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -10885281.000000 Penalty: 5443.898438
	Iteration 20F: 3 clusters Score -1.088528e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56811 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -10885271.000000 Penalty: 5443.898438
	Iteration 21Q: 3 clusters Score -1.088527e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56877 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -10885276.000000 Penalty: 5443.898438
	Iteration 22Q: 3 clusters Score -1.088528e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56940 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -10885288.000000 Penalty: 5443.898438
	Iteration 23Q: 3 clusters Score -1.088529e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56997 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -10885313.000000 Penalty: 5443.898438
	Iteration 24Q: 3 clusters Score -1.088531e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57044 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -10885304.000000 Penalty: 5443.898438
	Iteration 25Q: 3 clusters Score -1.08853e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57096 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -10885313.000000 Penalty: 5443.898438
	Iteration 26Q: 3 clusters Score -1.088531e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57138 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -10885291.000000 Penalty: 5443.898438
	Iteration 27Q: 3 clusters Score -1.088529e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57172 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -10885265.000000 Penalty: 5443.898438
	Iteration 28Q: 3 clusters Score -1.088526e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57206 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -10885275.000000 Penalty: 5443.898438
	Iteration 29Q: 3 clusters Score -1.088528e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57241 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -10885265.000000 Penalty: 5443.898438
	Iteration 30Q: 3 clusters Score -1.088526e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57269 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -10885274.000000 Penalty: 5443.898438
	Iteration 31Q: 3 clusters Score -1.088527e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57288 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -10885268.000000 Penalty: 5443.898438
	Iteration 32Q: 3 clusters Score -1.088527e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57305 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -10885268.000000 Penalty: 5443.898438
	Iteration 33Q: 3 clusters Score -1.088527e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57327 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -10885277.000000 Penalty: 5443.898438
	Iteration 34Q: 3 clusters Score -1.088528e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57351 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -10885279.000000 Penalty: 5443.898438
	Iteration 35Q: 3 clusters Score -1.088528e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57381 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -10885279.000000 Penalty: 5443.898438
	Iteration 36Q: 3 clusters Score -1.088528e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57400 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -10885289.000000 Penalty: 5443.898438
	Iteration 37Q: 3 clusters Score -1.088529e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57420 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -10885306.000000 Penalty: 5443.898438
	Iteration 38Q: 3 clusters Score -1.088531e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57434 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -10885313.000000 Penalty: 5443.898438
	Iteration 39Q: 3 clusters Score -1.088531e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57442 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -10885306.000000 Penalty: 5443.898438
	Iteration 40F: 3 clusters Score -1.088531e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57446 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -10885301.000000 Penalty: 5443.898438
	Iteration 41Q: 3 clusters Score -1.08853e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57448 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -10885315.000000 Penalty: 5443.898438
	Iteration 42Q: 3 clusters Score -1.088532e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57457 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -10885318.000000 Penalty: 5443.898438
	Iteration 43Q: 3 clusters Score -1.088532e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57463 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -10885318.000000 Penalty: 5443.898438
	Iteration 44Q: 3 clusters Score -1.088532e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57470 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -10885326.000000 Penalty: 5443.898438
	Iteration 45Q: 3 clusters Score -1.088533e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57474 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -10885338.000000 Penalty: 5443.898438
	Iteration 46Q: 3 clusters Score -1.088534e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57481 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -10885333.000000 Penalty: 5443.898438
	Iteration 47Q: 3 clusters Score -1.088533e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57489 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -10885337.000000 Penalty: 5443.898438
	Iteration 48Q: 3 clusters Score -1.088534e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57497 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -10885326.000000 Penalty: 5443.898438
	Iteration 49Q: 3 clusters Score -1.088533e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57502 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -10885328.000000 Penalty: 5443.898438
	Iteration 50Q: 3 clusters Score -1.088533e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57507 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -10885333.000000 Penalty: 5443.898438
	Iteration 51Q: 3 clusters Score -1.088533e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57514 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -10885337.000000 Penalty: 5443.898438
	Iteration 52Q: 3 clusters Score -1.088534e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57518 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -10885345.000000 Penalty: 5443.898438
	Iteration 53Q: 3 clusters Score -1.088534e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57522 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -10885335.000000 Penalty: 5443.898438
	Iteration 54Q: 3 clusters Score -1.088534e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57522 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -10885345.000000 Penalty: 5443.898438
	Iteration 55Q: 3 clusters Score -1.088534e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57522 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -10885340.000000 Penalty: 5443.898438
	Iteration 56Q: 3 clusters Score -1.088534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57524 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -10885342.000000 Penalty: 5443.898438
	Iteration 57Q: 3 clusters Score -1.088534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57526 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -10885341.000000 Penalty: 5443.898438
	Iteration 58Q: 3 clusters Score -1.088534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57529 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -10885347.000000 Penalty: 5443.898438
	Iteration 59Q: 3 clusters Score -1.088535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57531 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -10885343.000000 Penalty: 5443.898438
	Iteration 60F: 3 clusters Score -1.088534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57532 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -10885348.000000 Penalty: 5443.898438
	Iteration 61Q: 3 clusters Score -1.088535e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57532 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -10885348.000000 Penalty: 5443.898438
	Iteration 62F: 3 clusters Score -1.088535e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Entering Unmasked Estep 
Score: -477861.437500 Penalty: 1973.640381
	Iteration 0F: 2 clusters Score -477861.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -474787.187500 Penalty: 3947.280762
	Iteration 0F: 3 clusters Score -474787.2 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -475755.531250 Penalty: 3947.280762
	Iteration 1F: 3 clusters Score -475755.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -476348.250000 Penalty: 3947.280762
	Iteration 2F: 3 clusters Score -476348.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -476949.093750 Penalty: 3947.280762
	Iteration 3F: 3 clusters Score -476949.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -477344.125000 Penalty: 3947.280762
	Iteration 4F: 3 clusters Score -477344.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -477556.156250 Penalty: 3947.280762
	Iteration 5F: 3 clusters Score -477556.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -477659.687500 Penalty: 3947.280762
	Iteration 6Q: 3 clusters Score -477659.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -477697.500000 Penalty: 3947.280762
	Iteration 7Q: 3 clusters Score -477697.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -477733.031250 Penalty: 3947.280762
	Iteration 8Q: 3 clusters Score -477733 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -477749.843750 Penalty: 3947.280762
	Iteration 9Q: 3 clusters Score -477749.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -477763.406250 Penalty: 3947.280762
	Iteration 10Q: 3 clusters Score -477763.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -477771.781250 Penalty: 3947.280762
	Iteration 11Q: 3 clusters Score -477771.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -477779.593750 Penalty: 3947.280762
	Iteration 12Q: 3 clusters Score -477779.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -477783.218750 Penalty: 3947.280762
	Iteration 13Q: 3 clusters Score -477783.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -477790.625000 Penalty: 3947.280762
	Iteration 14Q: 3 clusters Score -477790.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -477796.812500 Penalty: 3947.280762
	Iteration 15Q: 3 clusters Score -477796.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -477800.406250 Penalty: 3947.280762
	Iteration 16Q: 3 clusters Score -477800.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -477803.625000 Penalty: 3947.280762
	Iteration 17Q: 3 clusters Score -477803.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -477809.093750 Penalty: 3947.280762
	Iteration 18Q: 3 clusters Score -477809.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -477813.343750 Penalty: 3947.280762
	Iteration 19Q: 3 clusters Score -477813.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -477817.718750 Penalty: 3947.280762
	Iteration 20F: 3 clusters Score -477817.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -477820.718750 Penalty: 3947.280762
	Iteration 21Q: 3 clusters Score -477820.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -477821.531250 Penalty: 3947.280762
	Iteration 22Q: 3 clusters Score -477821.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -477822.531250 Penalty: 3947.280762
	Iteration 23Q: 3 clusters Score -477822.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -477822.531250 Penalty: 3947.280762
	Iteration 24F: 3 clusters Score -477822.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (51722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51722 members 
Entering Unmasked Estep 
Score: -9457520.000000 Penalty: 2691.702393
	Iteration 0F: 2 clusters Score -9457520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -9428768.000000 Penalty: 5383.404785
	Iteration 0F: 3 clusters Score -9428768 nChanged 23849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -9442154.000000 Penalty: 5383.404785
	Iteration 1F: 3 clusters Score -9442154 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -9443169.000000 Penalty: 5383.404785
	Iteration 2Q: 3 clusters Score -9443169 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -9444265.000000 Penalty: 5383.404785
	Iteration 3Q: 3 clusters Score -9444265 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -9445761.000000 Penalty: 5383.404785
	Iteration 4F: 3 clusters Score -9445761 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -9447615.000000 Penalty: 5383.404785
	Iteration 5F: 3 clusters Score -9447615 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -9449871.000000 Penalty: 5383.404785
	Iteration 6F: 3 clusters Score -9449871 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -9452647.000000 Penalty: 5383.404785
	Iteration 7F: 3 clusters Score -9452647 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -9455054.000000 Penalty: 5383.404785
	Iteration 8F: 3 clusters Score -9455054 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 33758 members 
Entering Unmasked Estep 
Score: -9456422.000000 Penalty: 5383.404785
	Iteration 9Q: 3 clusters Score -9456422 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -9456899.000000 Penalty: 5383.404785
	Iteration 10Q: 3 clusters Score -9456899 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 34947 members 
Entering Unmasked Estep 
Score: -9457232.000000 Penalty: 5383.404785
	Iteration 11Q: 3 clusters Score -9457232 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -9457383.000000 Penalty: 5383.404785
	Iteration 12Q: 3 clusters Score -9457383 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -9457539.000000 Penalty: 5383.404785
	Iteration 13Q: 3 clusters Score -9457539 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 36536 members 
Entering Unmasked Estep 
Score: -9457628.000000 Penalty: 5383.404785
	Iteration 14Q: 3 clusters Score -9457628 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -9457756.000000 Penalty: 5383.404785
	Iteration 15Q: 3 clusters Score -9457756 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -9457875.000000 Penalty: 5383.404785
	Iteration 16Q: 3 clusters Score -9457875 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -9457975.000000 Penalty: 5383.404785
	Iteration 17Q: 3 clusters Score -9457975 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -9458074.000000 Penalty: 5383.404785
	Iteration 18Q: 3 clusters Score -9458074 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 39441 members 
Entering Unmasked Estep 
Score: -9458175.000000 Penalty: 5383.404785
	Iteration 19Q: 3 clusters Score -9458175 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -9458293.000000 Penalty: 5383.404785
	Iteration 20F: 3 clusters Score -9458293 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -9458411.000000 Penalty: 5383.404785
	Iteration 21Q: 3 clusters Score -9458411 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -9458594.000000 Penalty: 5383.404785
	Iteration 22Q: 3 clusters Score -9458594 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
Score: -9458645.000000 Penalty: 5383.404785
	Iteration 23Q: 3 clusters Score -9458645 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -9458780.000000 Penalty: 5383.404785
	Iteration 24Q: 3 clusters Score -9458780 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 44063 members 
Entering Unmasked Estep 
Score: -9458660.000000 Penalty: 5383.404785
	Iteration 25Q: 3 clusters Score -9458660 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
Score: -9458534.000000 Penalty: 5383.404785
	Iteration 26Q: 3 clusters Score -9458534 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 45961 members 
Entering Unmasked Estep 
Score: -9458270.000000 Penalty: 5383.404785
	Iteration 27Q: 3 clusters Score -9458270 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 46828 members 
Entering Unmasked Estep 
Score: -9458006.000000 Penalty: 5383.404785
	Iteration 28Q: 3 clusters Score -9458006 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 47556 members 
Entering Unmasked Estep 
Score: -9457756.000000 Penalty: 5383.404785
	Iteration 29Q: 3 clusters Score -9457756 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 48151 members 
Entering Unmasked Estep 
Score: -9457529.000000 Penalty: 5383.404785
	Iteration 30Q: 3 clusters Score -9457529 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 48605 members 
Entering Unmasked Estep 
Score: -9457294.000000 Penalty: 5383.404785
	Iteration 31Q: 3 clusters Score -9457294 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 48954 members 
Entering Unmasked Estep 
Score: -9457119.000000 Penalty: 5383.404785
	Iteration 32Q: 3 clusters Score -9457119 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 49213 members 
Entering Unmasked Estep 
Score: -9456964.000000 Penalty: 5383.404785
	Iteration 33Q: 3 clusters Score -9456964 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 49404 members 
Entering Unmasked Estep 
Score: -9456865.000000 Penalty: 5383.404785
	Iteration 34Q: 3 clusters Score -9456865 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 49569 members 
Entering Unmasked Estep 
Score: -9456808.000000 Penalty: 5383.404785
	Iteration 35Q: 3 clusters Score -9456808 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 49705 members 
Entering Unmasked Estep 
Score: -9456721.000000 Penalty: 5383.404785
	Iteration 36Q: 3 clusters Score -9456721 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 49816 members 
Entering Unmasked Estep 
Score: -9456659.000000 Penalty: 5383.404785
	Iteration 37Q: 3 clusters Score -9456659 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 49908 members 
Entering Unmasked Estep 
Score: -9456625.000000 Penalty: 5383.404785
	Iteration 38Q: 3 clusters Score -9456625 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 50009 members 
Entering Unmasked Estep 
Score: -9456562.000000 Penalty: 5383.404785
	Iteration 39Q: 3 clusters Score -9456562 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 50090 members 
Entering Unmasked Estep 
Score: -9456560.000000 Penalty: 5383.404785
	Iteration 40F: 3 clusters Score -9456560 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 50246 members 
Entering Unmasked Estep 
Score: -9456434.000000 Penalty: 5383.404785
	Iteration 41Q: 3 clusters Score -9456434 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 50349 members 
Entering Unmasked Estep 
Score: -9456358.000000 Penalty: 5383.404785
	Iteration 42Q: 3 clusters Score -9456358 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 50426 members 
Entering Unmasked Estep 
Score: -9456290.000000 Penalty: 5383.404785
	Iteration 43Q: 3 clusters Score -9456290 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 50483 members 
Entering Unmasked Estep 
Score: -9456243.000000 Penalty: 5383.404785
	Iteration 44Q: 3 clusters Score -9456243 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 50533 members 
Entering Unmasked Estep 
Score: -9456233.000000 Penalty: 5383.404785
	Iteration 45Q: 3 clusters Score -9456233 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 50585 members 
Entering Unmasked Estep 
Score: -9456158.000000 Penalty: 5383.404785
	Iteration 46Q: 3 clusters Score -9456158 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 50635 members 
Entering Unmasked Estep 
Score: -9456117.000000 Penalty: 5383.404785
	Iteration 47Q: 3 clusters Score -9456117 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 50672 members 
Entering Unmasked Estep 
Score: -9456100.000000 Penalty: 5383.404785
	Iteration 48Q: 3 clusters Score -9456100 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 50704 members 
Entering Unmasked Estep 
Score: -9456087.000000 Penalty: 5383.404785
	Iteration 49Q: 3 clusters Score -9456087 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 50734 members 
Entering Unmasked Estep 
Score: -9456075.000000 Penalty: 5383.404785
	Iteration 50Q: 3 clusters Score -9456075 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 50762 members 
Entering Unmasked Estep 
Score: -9456050.000000 Penalty: 5383.404785
	Iteration 51Q: 3 clusters Score -9456050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 50782 members 
Entering Unmasked Estep 
Score: -9456046.000000 Penalty: 5383.404785
	Iteration 52Q: 3 clusters Score -9456046 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 50803 members 
Entering Unmasked Estep 
Score: -9456017.000000 Penalty: 5383.404785
	Iteration 53Q: 3 clusters Score -9456017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 50815 members 
Entering Unmasked Estep 
Score: -9456005.000000 Penalty: 5383.404785
	Iteration 54Q: 3 clusters Score -9456005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 50828 members 
Entering Unmasked Estep 
Score: -9456005.000000 Penalty: 5383.404785
	Iteration 55Q: 3 clusters Score -9456005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 50836 members 
Entering Unmasked Estep 
Score: -9456006.000000 Penalty: 5383.404785
	Iteration 56Q: 3 clusters Score -9456006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 50846 members 
Entering Unmasked Estep 
Score: -9456005.000000 Penalty: 5383.404785
	Iteration 57Q: 3 clusters Score -9456005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 50853 members 
Entering Unmasked Estep 
Score: -9456005.000000 Penalty: 5383.404785
	Iteration 58Q: 3 clusters Score -9456005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 50861 members 
Entering Unmasked Estep 
Score: -9455996.000000 Penalty: 5383.404785
	Iteration 59Q: 3 clusters Score -9455996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 50863 members 
Entering Unmasked Estep 
Score: -9456003.000000 Penalty: 5383.404785
	Iteration 60F: 3 clusters Score -9456003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 50866 members 
Entering Unmasked Estep 
Score: -9455999.000000 Penalty: 5383.404785
	Iteration 61Q: 3 clusters Score -9455999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 50868 members 
Entering Unmasked Estep 
Score: -9455995.000000 Penalty: 5383.404785
	Iteration 62Q: 3 clusters Score -9455995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 50871 members 
Entering Unmasked Estep 
Score: -9455993.000000 Penalty: 5383.404785
	Iteration 63Q: 3 clusters Score -9455993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 50874 members 
Entering Unmasked Estep 
Score: -9455985.000000 Penalty: 5383.404785
	Iteration 64Q: 3 clusters Score -9455985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 50876 members 
Entering Unmasked Estep 
Score: -9455985.000000 Penalty: 5383.404785
	Iteration 65Q: 3 clusters Score -9455985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 50878 members 
Entering Unmasked Estep 
Score: -9455984.000000 Penalty: 5383.404785
	Iteration 66Q: 3 clusters Score -9455984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 50879 members 
Entering Unmasked Estep 
Score: -9455983.000000 Penalty: 5383.404785
	Iteration 67Q: 3 clusters Score -9455983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 50883 members 
Entering Unmasked Estep 
Score: -9455989.000000 Penalty: 5383.404785
	Iteration 68Q: 3 clusters Score -9455989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 50886 members 
Entering Unmasked Estep 
Score: -9455985.000000 Penalty: 5383.404785
	Iteration 69Q: 3 clusters Score -9455985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 50891 members 
Entering Unmasked Estep 
Score: -9455973.000000 Penalty: 5383.404785
	Iteration 70Q: 3 clusters Score -9455973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 50897 members 
Entering Unmasked Estep 
Score: -9455974.000000 Penalty: 5383.404785
	Iteration 71Q: 3 clusters Score -9455974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 50904 members 
Entering Unmasked Estep 
Score: -9455978.000000 Penalty: 5383.404785
	Iteration 72Q: 3 clusters Score -9455978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 50912 members 
Entering Unmasked Estep 
Score: -9455979.000000 Penalty: 5383.404785
	Iteration 73Q: 3 clusters Score -9455979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 50922 members 
Entering Unmasked Estep 
Score: -9455971.000000 Penalty: 5383.404785
	Iteration 74Q: 3 clusters Score -9455971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 50928 members 
Entering Unmasked Estep 
Score: -9455968.000000 Penalty: 5383.404785
	Iteration 75Q: 3 clusters Score -9455968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 50934 members 
Entering Unmasked Estep 
Score: -9455969.000000 Penalty: 5383.404785
	Iteration 76Q: 3 clusters Score -9455969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 50936 members 
Entering Unmasked Estep 
Score: -9455971.000000 Penalty: 5383.404785
	Iteration 77Q: 3 clusters Score -9455971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 50939 members 
Entering Unmasked Estep 
Score: -9455976.000000 Penalty: 5383.404785
	Iteration 78Q: 3 clusters Score -9455976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 50945 members 
Entering Unmasked Estep 
Score: -9455965.000000 Penalty: 5383.404785
	Iteration 79Q: 3 clusters Score -9455965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 50950 members 
Entering Unmasked Estep 
Score: -9455954.000000 Penalty: 5383.404785
	Iteration 80F: 3 clusters Score -9455954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 50953 members 
Entering Unmasked Estep 
Score: -9455949.000000 Penalty: 5383.404785
	Iteration 81Q: 3 clusters Score -9455949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 50954 members 
Entering Unmasked Estep 
Score: -9455950.000000 Penalty: 5383.404785
	Iteration 82Q: 3 clusters Score -9455950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 50956 members 
Entering Unmasked Estep 
Score: -9455943.000000 Penalty: 5383.404785
	Iteration 83Q: 3 clusters Score -9455943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 50958 members 
Entering Unmasked Estep 
Score: -9455945.000000 Penalty: 5383.404785
	Iteration 84Q: 3 clusters Score -9455945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 50959 members 
Entering Unmasked Estep 
Score: -9455949.000000 Penalty: 5383.404785
	Iteration 85Q: 3 clusters Score -9455949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 50959 members 
Entering Unmasked Estep 
Score: -9455949.000000 Penalty: 5383.404785
	Iteration 86F: 3 clusters Score -9455949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (52371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52371 members 
Entering Unmasked Estep 
Score: -9567786.000000 Penalty: 2694.794678
	Iteration 0F: 2 clusters Score -9567786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -9538484.000000 Penalty: 5389.589355
	Iteration 0F: 3 clusters Score -9538484 nChanged 24223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -9552081.000000 Penalty: 5389.589355
	Iteration 1F: 3 clusters Score -9552081 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -9552896.000000 Penalty: 5389.589355
	Iteration 2Q: 3 clusters Score -9552896 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -9553724.000000 Penalty: 5389.589355
	Iteration 3Q: 3 clusters Score -9553724 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -9555028.000000 Penalty: 5389.589355
	Iteration 4Q: 3 clusters Score -9555028 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -9556654.000000 Penalty: 5389.589355
	Iteration 5F: 3 clusters Score -9556654 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -9558537.000000 Penalty: 5389.589355
	Iteration 6F: 3 clusters Score -9558537 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -9560941.000000 Penalty: 5389.589355
	Iteration 7F: 3 clusters Score -9560941 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -9563730.000000 Penalty: 5389.589355
	Iteration 8F: 3 clusters Score -9563730 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -9566395.000000 Penalty: 5389.589355
	Iteration 9F: 3 clusters Score -9566395 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38685 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -9568258.000000 Penalty: 5389.589355
	Iteration 10Q: 3 clusters Score -9568258 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -9569273.000000 Penalty: 5389.589355
	Iteration 11Q: 3 clusters Score -9569273 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -9569825.000000 Penalty: 5389.589355
	Iteration 12Q: 3 clusters Score -9569825 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -9570149.000000 Penalty: 5389.589355
	Iteration 13Q: 3 clusters Score -9570149 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42727 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -9570304.000000 Penalty: 5389.589355
	Iteration 14Q: 3 clusters Score -9570304 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43527 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -9570378.000000 Penalty: 5389.589355
	Iteration 15Q: 3 clusters Score -9570378 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -9570333.000000 Penalty: 5389.589355
	Iteration 16Q: 3 clusters Score -9570333 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -9570286.000000 Penalty: 5389.589355
	Iteration 17Q: 3 clusters Score -9570286 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45646 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -9570166.000000 Penalty: 5389.589355
	Iteration 18Q: 3 clusters Score -9570166 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46199 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -9570051.000000 Penalty: 5389.589355
	Iteration 19Q: 3 clusters Score -9570051 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -9569887.000000 Penalty: 5389.589355
	Iteration 20F: 3 clusters Score -9569887 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47082 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -9569664.000000 Penalty: 5389.589355
	Iteration 21Q: 3 clusters Score -9569664 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47457 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -9569420.000000 Penalty: 5389.589355
	Iteration 22Q: 3 clusters Score -9569420 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47788 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -9569201.000000 Penalty: 5389.589355
	Iteration 23Q: 3 clusters Score -9569201 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48063 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -9569093.000000 Penalty: 5389.589355
	Iteration 24Q: 3 clusters Score -9569093 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48307 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -9568978.000000 Penalty: 5389.589355
	Iteration 25Q: 3 clusters Score -9568978 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48518 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -9568834.000000 Penalty: 5389.589355
	Iteration 26Q: 3 clusters Score -9568834 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48713 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -9568695.000000 Penalty: 5389.589355
	Iteration 27Q: 3 clusters Score -9568695 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48877 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -9568603.000000 Penalty: 5389.589355
	Iteration 28Q: 3 clusters Score -9568603 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49033 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -9568510.000000 Penalty: 5389.589355
	Iteration 29Q: 3 clusters Score -9568510 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49166 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -9568421.000000 Penalty: 5389.589355
	Iteration 30Q: 3 clusters Score -9568421 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -9568362.000000 Penalty: 5389.589355
	Iteration 31Q: 3 clusters Score -9568362 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -9568311.000000 Penalty: 5389.589355
	Iteration 32Q: 3 clusters Score -9568311 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -9568279.000000 Penalty: 5389.589355
	Iteration 33Q: 3 clusters Score -9568279 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49537 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -9568214.000000 Penalty: 5389.589355
	Iteration 34Q: 3 clusters Score -9568214 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49595 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -9568163.000000 Penalty: 5389.589355
	Iteration 35Q: 3 clusters Score -9568163 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49641 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -9568157.000000 Penalty: 5389.589355
	Iteration 36Q: 3 clusters Score -9568157 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49688 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -9568120.000000 Penalty: 5389.589355
	Iteration 37Q: 3 clusters Score -9568120 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49733 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -9568098.000000 Penalty: 5389.589355
	Iteration 38Q: 3 clusters Score -9568098 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49779 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -9568072.000000 Penalty: 5389.589355
	Iteration 39Q: 3 clusters Score -9568072 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49833 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -9568042.000000 Penalty: 5389.589355
	Iteration 40F: 3 clusters Score -9568042 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49898 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -9567979.000000 Penalty: 5389.589355
	Iteration 41Q: 3 clusters Score -9567979 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49957 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -9567960.000000 Penalty: 5389.589355
	Iteration 42Q: 3 clusters Score -9567960 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50020 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -9567892.000000 Penalty: 5389.589355
	Iteration 43Q: 3 clusters Score -9567892 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50070 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -9567882.000000 Penalty: 5389.589355
	Iteration 44Q: 3 clusters Score -9567882 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50121 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -9567814.000000 Penalty: 5389.589355
	Iteration 45Q: 3 clusters Score -9567814 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50157 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -9567808.000000 Penalty: 5389.589355
	Iteration 46Q: 3 clusters Score -9567808 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50179 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -9567791.000000 Penalty: 5389.589355
	Iteration 47Q: 3 clusters Score -9567791 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50200 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -9567780.000000 Penalty: 5389.589355
	Iteration 48Q: 3 clusters Score -9567780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50220 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -9567761.000000 Penalty: 5389.589355
	Iteration 49Q: 3 clusters Score -9567761 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50238 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -9567746.000000 Penalty: 5389.589355
	Iteration 50Q: 3 clusters Score -9567746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50251 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -9567750.000000 Penalty: 5389.589355
	Iteration 51Q: 3 clusters Score -9567750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50260 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -9567734.000000 Penalty: 5389.589355
	Iteration 52Q: 3 clusters Score -9567734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50269 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -9567733.000000 Penalty: 5389.589355
	Iteration 53Q: 3 clusters Score -9567733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50275 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -9567734.000000 Penalty: 5389.589355
	Iteration 54Q: 3 clusters Score -9567734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50283 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -9567749.000000 Penalty: 5389.589355
	Iteration 55Q: 3 clusters Score -9567749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50290 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -9567727.000000 Penalty: 5389.589355
	Iteration 56Q: 3 clusters Score -9567727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50297 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -9567710.000000 Penalty: 5389.589355
	Iteration 57Q: 3 clusters Score -9567710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50303 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -9567704.000000 Penalty: 5389.589355
	Iteration 58Q: 3 clusters Score -9567704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50310 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -9567715.000000 Penalty: 5389.589355
	Iteration 59Q: 3 clusters Score -9567715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50319 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -9567713.000000 Penalty: 5389.589355
	Iteration 60F: 3 clusters Score -9567713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50329 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -9567708.000000 Penalty: 5389.589355
	Iteration 61Q: 3 clusters Score -9567708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50336 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -9567712.000000 Penalty: 5389.589355
	Iteration 62Q: 3 clusters Score -9567712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50345 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -9567680.000000 Penalty: 5389.589355
	Iteration 63Q: 3 clusters Score -9567680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50350 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -9567674.000000 Penalty: 5389.589355
	Iteration 64Q: 3 clusters Score -9567674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50358 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -9567677.000000 Penalty: 5389.589355
	Iteration 65Q: 3 clusters Score -9567677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50364 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -9567670.000000 Penalty: 5389.589355
	Iteration 66Q: 3 clusters Score -9567670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50370 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -9567651.000000 Penalty: 5389.589355
	Iteration 67Q: 3 clusters Score -9567651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50375 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -9567638.000000 Penalty: 5389.589355
	Iteration 68Q: 3 clusters Score -9567638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50378 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -9567637.000000 Penalty: 5389.589355
	Iteration 69Q: 3 clusters Score -9567637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50382 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -9567636.000000 Penalty: 5389.589355
	Iteration 70Q: 3 clusters Score -9567636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50387 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -9567636.000000 Penalty: 5389.589355
	Iteration 71Q: 3 clusters Score -9567636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50390 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -9567632.000000 Penalty: 5389.589355
	Iteration 72Q: 3 clusters Score -9567632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50391 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -9567628.000000 Penalty: 5389.589355
	Iteration 73Q: 3 clusters Score -9567628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50392 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -9567622.000000 Penalty: 5389.589355
	Iteration 74Q: 3 clusters Score -9567622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50394 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -9567624.000000 Penalty: 5389.589355
	Iteration 75Q: 3 clusters Score -9567624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50399 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -9567630.000000 Penalty: 5389.589355
	Iteration 76Q: 3 clusters Score -9567630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50403 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -9567636.000000 Penalty: 5389.589355
	Iteration 77Q: 3 clusters Score -9567636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50405 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -9567625.000000 Penalty: 5389.589355
	Iteration 78Q: 3 clusters Score -9567625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50407 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -9567631.000000 Penalty: 5389.589355
	Iteration 79Q: 3 clusters Score -9567631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50409 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -9567623.000000 Penalty: 5389.589355
	Iteration 80F: 3 clusters Score -9567623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50411 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -9567621.000000 Penalty: 5389.589355
	Iteration 81Q: 3 clusters Score -9567621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50412 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -9567618.000000 Penalty: 5389.589355
	Iteration 82Q: 3 clusters Score -9567618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50413 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -9567620.000000 Penalty: 5389.589355
	Iteration 83Q: 3 clusters Score -9567620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50413 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -9567620.000000 Penalty: 5389.589355
	Iteration 84F: 3 clusters Score -9567620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (52654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52654 members 
Entering Unmasked Estep 
Score: -9652141.000000 Penalty: 2696.131348
	Iteration 0F: 2 clusters Score -9652141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -9624036.000000 Penalty: 5392.262695
	Iteration 0F: 3 clusters Score -9624036 nChanged 24310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -9637952.000000 Penalty: 5392.262695
	Iteration 1F: 3 clusters Score -9637952 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -9638895.000000 Penalty: 5392.262695
	Iteration 2Q: 3 clusters Score -9638895 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -9640017.000000 Penalty: 5392.262695
	Iteration 3Q: 3 clusters Score -9640017 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -9641540.000000 Penalty: 5392.262695
	Iteration 4F: 3 clusters Score -9641540 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -9643495.000000 Penalty: 5392.262695
	Iteration 5F: 3 clusters Score -9643495 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -9645768.000000 Penalty: 5392.262695
	Iteration 6F: 3 clusters Score -9645768 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 34106 members 
Entering Unmasked Estep 
Score: -9648254.000000 Penalty: 5392.262695
	Iteration 7F: 3 clusters Score -9648254 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -9650386.000000 Penalty: 5392.262695
	Iteration 8F: 3 clusters Score -9650386 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -9651732.000000 Penalty: 5392.262695
	Iteration 9Q: 3 clusters Score -9651732 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 38217 members 
Entering Unmasked Estep 
Score: -9652472.000000 Penalty: 5392.262695
	Iteration 10Q: 3 clusters Score -9652472 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -9652837.000000 Penalty: 5392.262695
	Iteration 11Q: 3 clusters Score -9652837 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 40383 members 
Entering Unmasked Estep 
Score: -9653083.000000 Penalty: 5392.262695
	Iteration 12Q: 3 clusters Score -9653083 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -9653248.000000 Penalty: 5392.262695
	Iteration 13Q: 3 clusters Score -9653248 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -9653309.000000 Penalty: 5392.262695
	Iteration 14Q: 3 clusters Score -9653309 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 43442 members 
Entering Unmasked Estep 
Score: -9653167.000000 Penalty: 5392.262695
	Iteration 15Q: 3 clusters Score -9653167 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 44343 members 
Entering Unmasked Estep 
Score: -9653014.000000 Penalty: 5392.262695
	Iteration 16Q: 3 clusters Score -9653014 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 45118 members 
Entering Unmasked Estep 
Score: -9652811.000000 Penalty: 5392.262695
	Iteration 17Q: 3 clusters Score -9652811 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 45794 members 
Entering Unmasked Estep 
Score: -9652556.000000 Penalty: 5392.262695
	Iteration 18Q: 3 clusters Score -9652556 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 46373 members 
Entering Unmasked Estep 
Score: -9652380.000000 Penalty: 5392.262695
	Iteration 19Q: 3 clusters Score -9652380 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 46885 members 
Entering Unmasked Estep 
Score: -9652202.000000 Penalty: 5392.262695
	Iteration 20F: 3 clusters Score -9652202 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 47342 members 
Entering Unmasked Estep 
Score: -9652045.000000 Penalty: 5392.262695
	Iteration 21Q: 3 clusters Score -9652045 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 47735 members 
Entering Unmasked Estep 
Score: -9651928.000000 Penalty: 5392.262695
	Iteration 22Q: 3 clusters Score -9651928 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 48064 members 
Entering Unmasked Estep 
Score: -9651786.000000 Penalty: 5392.262695
	Iteration 23Q: 3 clusters Score -9651786 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 48368 members 
Entering Unmasked Estep 
Score: -9651731.000000 Penalty: 5392.262695
	Iteration 24Q: 3 clusters Score -9651731 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 48638 members 
Entering Unmasked Estep 
Score: -9651651.000000 Penalty: 5392.262695
	Iteration 25Q: 3 clusters Score -9651651 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 48886 members 
Entering Unmasked Estep 
Score: -9651572.000000 Penalty: 5392.262695
	Iteration 26Q: 3 clusters Score -9651572 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 49105 members 
Entering Unmasked Estep 
Score: -9651488.000000 Penalty: 5392.262695
	Iteration 27Q: 3 clusters Score -9651488 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 49281 members 
Entering Unmasked Estep 
Score: -9651433.000000 Penalty: 5392.262695
	Iteration 28Q: 3 clusters Score -9651433 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 49440 members 
Entering Unmasked Estep 
Score: -9651377.000000 Penalty: 5392.262695
	Iteration 29Q: 3 clusters Score -9651377 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 49605 members 
Entering Unmasked Estep 
Score: -9651338.000000 Penalty: 5392.262695
	Iteration 30Q: 3 clusters Score -9651338 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 49745 members 
Entering Unmasked Estep 
Score: -9651331.000000 Penalty: 5392.262695
	Iteration 31Q: 3 clusters Score -9651331 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 49863 members 
Entering Unmasked Estep 
Score: -9651305.000000 Penalty: 5392.262695
	Iteration 32Q: 3 clusters Score -9651305 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 49987 members 
Entering Unmasked Estep 
Score: -9651297.000000 Penalty: 5392.262695
	Iteration 33Q: 3 clusters Score -9651297 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 50099 members 
Entering Unmasked Estep 
Score: -9651324.000000 Penalty: 5392.262695
	Iteration 34Q: 3 clusters Score -9651324 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 50188 members 
Entering Unmasked Estep 
Score: -9651300.000000 Penalty: 5392.262695
	Iteration 35Q: 3 clusters Score -9651300 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 50268 members 
Entering Unmasked Estep 
Score: -9651308.000000 Penalty: 5392.262695
	Iteration 36Q: 3 clusters Score -9651308 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 50348 members 
Entering Unmasked Estep 
Score: -9651310.000000 Penalty: 5392.262695
	Iteration 37Q: 3 clusters Score -9651310 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 50421 members 
Entering Unmasked Estep 
Score: -9651283.000000 Penalty: 5392.262695
	Iteration 38Q: 3 clusters Score -9651283 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 50510 members 
Entering Unmasked Estep 
Score: -9651292.000000 Penalty: 5392.262695
	Iteration 39Q: 3 clusters Score -9651292 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 50599 members 
Entering Unmasked Estep 
Score: -9651291.000000 Penalty: 5392.262695
	Iteration 40F: 3 clusters Score -9651291 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 50672 members 
Entering Unmasked Estep 
Score: -9651261.000000 Penalty: 5392.262695
	Iteration 41Q: 3 clusters Score -9651261 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 50722 members 
Entering Unmasked Estep 
Score: -9651234.000000 Penalty: 5392.262695
	Iteration 42Q: 3 clusters Score -9651234 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 50766 members 
Entering Unmasked Estep 
Score: -9651238.000000 Penalty: 5392.262695
	Iteration 43Q: 3 clusters Score -9651238 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 50795 members 
Entering Unmasked Estep 
Score: -9651236.000000 Penalty: 5392.262695
	Iteration 44Q: 3 clusters Score -9651236 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 50815 members 
Entering Unmasked Estep 
Score: -9651223.000000 Penalty: 5392.262695
	Iteration 45Q: 3 clusters Score -9651223 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 50834 members 
Entering Unmasked Estep 
Score: -9651209.000000 Penalty: 5392.262695
	Iteration 46Q: 3 clusters Score -9651209 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 50851 members 
Entering Unmasked Estep 
Score: -9651201.000000 Penalty: 5392.262695
	Iteration 47Q: 3 clusters Score -9651201 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 50870 members 
Entering Unmasked Estep 
Score: -9651193.000000 Penalty: 5392.262695
	Iteration 48Q: 3 clusters Score -9651193 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 50888 members 
Entering Unmasked Estep 
Score: -9651194.000000 Penalty: 5392.262695
	Iteration 49Q: 3 clusters Score -9651194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 50910 members 
Entering Unmasked Estep 
Score: -9651200.000000 Penalty: 5392.262695
	Iteration 50Q: 3 clusters Score -9651200 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 50937 members 
Entering Unmasked Estep 
Score: -9651185.000000 Penalty: 5392.262695
	Iteration 51Q: 3 clusters Score -9651185 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 50966 members 
Entering Unmasked Estep 
Score: -9651179.000000 Penalty: 5392.262695
	Iteration 52Q: 3 clusters Score -9651179 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 50983 members 
Entering Unmasked Estep 
Score: -9651183.000000 Penalty: 5392.262695
	Iteration 53Q: 3 clusters Score -9651183 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 50999 members 
Entering Unmasked Estep 
Score: -9651184.000000 Penalty: 5392.262695
	Iteration 54Q: 3 clusters Score -9651184 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 51018 members 
Entering Unmasked Estep 
Score: -9651190.000000 Penalty: 5392.262695
	Iteration 55Q: 3 clusters Score -9651190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 51035 members 
Entering Unmasked Estep 
Score: -9651184.000000 Penalty: 5392.262695
	Iteration 56Q: 3 clusters Score -9651184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 51044 members 
Entering Unmasked Estep 
Score: -9651176.000000 Penalty: 5392.262695
	Iteration 57Q: 3 clusters Score -9651176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 51050 members 
Entering Unmasked Estep 
Score: -9651180.000000 Penalty: 5392.262695
	Iteration 58Q: 3 clusters Score -9651180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 51059 members 
Entering Unmasked Estep 
Score: -9651168.000000 Penalty: 5392.262695
	Iteration 59Q: 3 clusters Score -9651168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 51070 members 
Entering Unmasked Estep 
Score: -9651167.000000 Penalty: 5392.262695
	Iteration 60F: 3 clusters Score -9651167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 51083 members 
Entering Unmasked Estep 
Score: -9651176.000000 Penalty: 5392.262695
	Iteration 61Q: 3 clusters Score -9651176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 51093 members 
Entering Unmasked Estep 
Score: -9651174.000000 Penalty: 5392.262695
	Iteration 62Q: 3 clusters Score -9651174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 51097 members 
Entering Unmasked Estep 
Score: -9651169.000000 Penalty: 5392.262695
	Iteration 63Q: 3 clusters Score -9651169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 51110 members 
Entering Unmasked Estep 
Score: -9651162.000000 Penalty: 5392.262695
	Iteration 64Q: 3 clusters Score -9651162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 51120 members 
Entering Unmasked Estep 
Score: -9651153.000000 Penalty: 5392.262695
	Iteration 65Q: 3 clusters Score -9651153 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 51131 members 
Entering Unmasked Estep 
Score: -9651149.000000 Penalty: 5392.262695
	Iteration 66Q: 3 clusters Score -9651149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 51145 members 
Entering Unmasked Estep 
Score: -9651137.000000 Penalty: 5392.262695
	Iteration 67Q: 3 clusters Score -9651137 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 51162 members 
Entering Unmasked Estep 
Score: -9651128.000000 Penalty: 5392.262695
	Iteration 68Q: 3 clusters Score -9651128 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 51183 members 
Entering Unmasked Estep 
Score: -9651135.000000 Penalty: 5392.262695
	Iteration 69Q: 3 clusters Score -9651135 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 51197 members 
Entering Unmasked Estep 
Score: -9651145.000000 Penalty: 5392.262695
	Iteration 70Q: 3 clusters Score -9651145 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 51214 members 
Entering Unmasked Estep 
Score: -9651120.000000 Penalty: 5392.262695
	Iteration 71Q: 3 clusters Score -9651120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 51226 members 
Entering Unmasked Estep 
Score: -9651110.000000 Penalty: 5392.262695
	Iteration 72Q: 3 clusters Score -9651110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 51237 members 
Entering Unmasked Estep 
Score: -9651118.000000 Penalty: 5392.262695
	Iteration 73Q: 3 clusters Score -9651118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 51238 members 
Entering Unmasked Estep 
Score: -9651124.000000 Penalty: 5392.262695
	Iteration 74Q: 3 clusters Score -9651124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 51239 members 
Entering Unmasked Estep 
Score: -9651120.000000 Penalty: 5392.262695
	Iteration 75Q: 3 clusters Score -9651120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 51240 members 
Entering Unmasked Estep 
Score: -9651120.000000 Penalty: 5392.262695
	Iteration 76Q: 3 clusters Score -9651120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 51241 members 
Entering Unmasked Estep 
Score: -9651119.000000 Penalty: 5392.262695
	Iteration 77Q: 3 clusters Score -9651119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 51241 members 
Entering Unmasked Estep 
Score: -9651119.000000 Penalty: 5392.262695
	Iteration 78F: 3 clusters Score -9651119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Entering Unmasked Estep 
Score: -4722884.500000 Penalty: 2526.481201
	Iteration 0F: 2 clusters Score -4722884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -4704645.500000 Penalty: 5052.962402
	Iteration 0F: 3 clusters Score -4704646 nChanged 11885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -4711246.500000 Penalty: 5052.962402
	Iteration 1F: 3 clusters Score -4711246 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -4711807.500000 Penalty: 5052.962402
	Iteration 2F: 3 clusters Score -4711808 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -4712306.000000 Penalty: 5052.962402
	Iteration 3Q: 3 clusters Score -4712306 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -4712733.500000 Penalty: 5052.962402
	Iteration 4Q: 3 clusters Score -4712734 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 12436 members 
Entering Unmasked Estep 
Score: -4713121.500000 Penalty: 5052.962402
	Iteration 5Q: 3 clusters Score -4713122 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -4713478.000000 Penalty: 5052.962402
	Iteration 6Q: 3 clusters Score -4713478 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -4713833.500000 Penalty: 5052.962402
	Iteration 7Q: 3 clusters Score -4713834 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -4714179.000000 Penalty: 5052.962402
	Iteration 8Q: 3 clusters Score -4714179 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -4714453.000000 Penalty: 5052.962402
	Iteration 9Q: 3 clusters Score -4714453 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -4714748.500000 Penalty: 5052.962402
	Iteration 10Q: 3 clusters Score -4714748 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -4715035.000000 Penalty: 5052.962402
	Iteration 11Q: 3 clusters Score -4715035 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -4715305.000000 Penalty: 5052.962402
	Iteration 12Q: 3 clusters Score -4715305 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -4715585.000000 Penalty: 5052.962402
	Iteration 13Q: 3 clusters Score -4715585 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -4715858.000000 Penalty: 5052.962402
	Iteration 14Q: 3 clusters Score -4715858 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -4716117.500000 Penalty: 5052.962402
	Iteration 15Q: 3 clusters Score -4716118 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -4716353.500000 Penalty: 5052.962402
	Iteration 16Q: 3 clusters Score -4716354 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -4716565.500000 Penalty: 5052.962402
	Iteration 17Q: 3 clusters Score -4716566 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -4716756.500000 Penalty: 5052.962402
	Iteration 18Q: 3 clusters Score -4716756 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -4716913.500000 Penalty: 5052.962402
	Iteration 19Q: 3 clusters Score -4716914 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -4717064.000000 Penalty: 5052.962402
	Iteration 20F: 3 clusters Score -4717064 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -4717193.000000 Penalty: 5052.962402
	Iteration 21Q: 3 clusters Score -4717193 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -4717290.500000 Penalty: 5052.962402
	Iteration 22Q: 3 clusters Score -4717290 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -4717402.500000 Penalty: 5052.962402
	Iteration 23Q: 3 clusters Score -4717402 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -4717475.000000 Penalty: 5052.962402
	Iteration 24Q: 3 clusters Score -4717475 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -4717566.000000 Penalty: 5052.962402
	Iteration 25Q: 3 clusters Score -4717566 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -4717658.000000 Penalty: 5052.962402
	Iteration 26Q: 3 clusters Score -4717658 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -4717716.500000 Penalty: 5052.962402
	Iteration 27Q: 3 clusters Score -4717716 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -4717774.000000 Penalty: 5052.962402
	Iteration 28Q: 3 clusters Score -4717774 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -4717822.000000 Penalty: 5052.962402
	Iteration 29Q: 3 clusters Score -4717822 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -4717840.000000 Penalty: 5052.962402
	Iteration 30Q: 3 clusters Score -4717840 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -4717896.000000 Penalty: 5052.962402
	Iteration 31Q: 3 clusters Score -4717896 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -4717916.500000 Penalty: 5052.962402
	Iteration 32Q: 3 clusters Score -4717916 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -4717953.500000 Penalty: 5052.962402
	Iteration 33Q: 3 clusters Score -4717954 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -4717994.000000 Penalty: 5052.962402
	Iteration 34Q: 3 clusters Score -4717994 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -4718032.000000 Penalty: 5052.962402
	Iteration 35Q: 3 clusters Score -4718032 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -4718074.500000 Penalty: 5052.962402
	Iteration 36Q: 3 clusters Score -4718074 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -4718133.000000 Penalty: 5052.962402
	Iteration 37Q: 3 clusters Score -4718133 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -4718187.000000 Penalty: 5052.962402
	Iteration 38Q: 3 clusters Score -4718187 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -4718295.500000 Penalty: 5052.962402
	Iteration 39Q: 3 clusters Score -4718296 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -4718432.500000 Penalty: 5052.962402
	Iteration 40F: 3 clusters Score -4718432 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -4718547.500000 Penalty: 5052.962402
	Iteration 41Q: 3 clusters Score -4718548 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -4718706.000000 Penalty: 5052.962402
	Iteration 42Q: 3 clusters Score -4718706 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -4718913.000000 Penalty: 5052.962402
	Iteration 43Q: 3 clusters Score -4718913 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -4719041.000000 Penalty: 5052.962402
	Iteration 44Q: 3 clusters Score -4719041 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -4719191.000000 Penalty: 5052.962402
	Iteration 45Q: 3 clusters Score -4719191 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -4719331.000000 Penalty: 5052.962402
	Iteration 46Q: 3 clusters Score -4719331 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -4719518.500000 Penalty: 5052.962402
	Iteration 47Q: 3 clusters Score -4719518 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -4719659.500000 Penalty: 5052.962402
	Iteration 48Q: 3 clusters Score -4719660 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -4719795.500000 Penalty: 5052.962402
	Iteration 49Q: 3 clusters Score -4719796 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -4719958.000000 Penalty: 5052.962402
	Iteration 50Q: 3 clusters Score -4719958 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -4720090.500000 Penalty: 5052.962402
	Iteration 51Q: 3 clusters Score -4720090 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -4720203.000000 Penalty: 5052.962402
	Iteration 52Q: 3 clusters Score -4720203 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -4720328.500000 Penalty: 5052.962402
	Iteration 53Q: 3 clusters Score -4720328 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -4720438.500000 Penalty: 5052.962402
	Iteration 54Q: 3 clusters Score -4720438 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -4720545.500000 Penalty: 5052.962402
	Iteration 55Q: 3 clusters Score -4720546 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -4720617.000000 Penalty: 5052.962402
	Iteration 56Q: 3 clusters Score -4720617 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -4720703.000000 Penalty: 5052.962402
	Iteration 57Q: 3 clusters Score -4720703 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -4720751.000000 Penalty: 5052.962402
	Iteration 58Q: 3 clusters Score -4720751 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -4720803.000000 Penalty: 5052.962402
	Iteration 59Q: 3 clusters Score -4720803 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -4720847.000000 Penalty: 5052.962402
	Iteration 60F: 3 clusters Score -4720847 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -4720879.500000 Penalty: 5052.962402
	Iteration 61Q: 3 clusters Score -4720880 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -4720910.000000 Penalty: 5052.962402
	Iteration 62Q: 3 clusters Score -4720910 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4720932.500000 Penalty: 5052.962402
	Iteration 63Q: 3 clusters Score -4720932 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -4720937.500000 Penalty: 5052.962402
	Iteration 64Q: 3 clusters Score -4720938 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -4720941.500000 Penalty: 5052.962402
	Iteration 65Q: 3 clusters Score -4720942 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -4720952.000000 Penalty: 5052.962402
	Iteration 66Q: 3 clusters Score -4720952 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -4720968.000000 Penalty: 5052.962402
	Iteration 67Q: 3 clusters Score -4720968 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -4720977.500000 Penalty: 5052.962402
	Iteration 68Q: 3 clusters Score -4720978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -4720998.500000 Penalty: 5052.962402
	Iteration 69Q: 3 clusters Score -4720998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4721004.500000 Penalty: 5052.962402
	Iteration 70Q: 3 clusters Score -4721004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4721004.000000 Penalty: 5052.962402
	Iteration 71Q: 3 clusters Score -4721004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -4721002.000000 Penalty: 5052.962402
	Iteration 72Q: 3 clusters Score -4721002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -4721007.000000 Penalty: 5052.962402
	Iteration 73Q: 3 clusters Score -4721007 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24848 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -4721018.500000 Penalty: 5052.962402
	Iteration 74Q: 3 clusters Score -4721018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -4721025.500000 Penalty: 5052.962402
	Iteration 75Q: 3 clusters Score -4721026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4721027.000000 Penalty: 5052.962402
	Iteration 76Q: 3 clusters Score -4721027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -4721026.500000 Penalty: 5052.962402
	Iteration 77Q: 3 clusters Score -4721026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -4721028.500000 Penalty: 5052.962402
	Iteration 78Q: 3 clusters Score -4721028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -4721021.000000 Penalty: 5052.962402
	Iteration 79Q: 3 clusters Score -4721021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -4721016.000000 Penalty: 5052.962402
	Iteration 80F: 3 clusters Score -4721016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4721020.500000 Penalty: 5052.962402
	Iteration 81Q: 3 clusters Score -4721020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4721021.000000 Penalty: 5052.962402
	Iteration 82Q: 3 clusters Score -4721021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4721025.000000 Penalty: 5052.962402
	Iteration 83Q: 3 clusters Score -4721025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -4721024.000000 Penalty: 5052.962402
	Iteration 84Q: 3 clusters Score -4721024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -4721026.500000 Penalty: 5052.962402
	Iteration 85Q: 3 clusters Score -4721026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -4721026.500000 Penalty: 5052.962402
	Iteration 86F: 3 clusters Score -4721026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (69345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69345 members 
Entering Unmasked Estep 
Score: -12606082.000000 Penalty: 2764.418701
	Iteration 0F: 2 clusters Score -1.260608e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -12572383.000000 Penalty: 5528.837402
	Iteration 0F: 3 clusters Score -1.257238e+07 nChanged 32677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -12590676.000000 Penalty: 5528.837402
	Iteration 1F: 3 clusters Score -1.259068e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -12591364.000000 Penalty: 5528.837402
	Iteration 2Q: 3 clusters Score -1.259136e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -12592171.000000 Penalty: 5528.837402
	Iteration 3Q: 3 clusters Score -1.259217e+07 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -12593249.000000 Penalty: 5528.837402
	Iteration 4Q: 3 clusters Score -1.259325e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -12594648.000000 Penalty: 5528.837402
	Iteration 5F: 3 clusters Score -1.259465e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 46995 members 
Entering Unmasked Estep 
Score: -12596477.000000 Penalty: 5528.837402
	Iteration 6F: 3 clusters Score -1.259648e+07 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 51259 members 
Entering Unmasked Estep 
Score: -12598207.000000 Penalty: 5528.837402
	Iteration 7F: 3 clusters Score -1.259821e+07 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 55099 members 
Entering Unmasked Estep 
Score: -12600029.000000 Penalty: 5528.837402
	Iteration 8F: 3 clusters Score -1.260003e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 57854 members 
Entering Unmasked Estep 
Score: -12601549.000000 Penalty: 5528.837402
	Iteration 9F: 3 clusters Score -1.260155e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 59507 members 
Entering Unmasked Estep 
Score: -12602673.000000 Penalty: 5528.837402
	Iteration 10Q: 3 clusters Score -1.260267e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 60416 members 
Entering Unmasked Estep 
Score: -12603385.000000 Penalty: 5528.837402
	Iteration 11Q: 3 clusters Score -1.260338e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 60869 members 
Entering Unmasked Estep 
Score: -12603849.000000 Penalty: 5528.837402
	Iteration 12Q: 3 clusters Score -1.260385e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 61087 members 
Entering Unmasked Estep 
Score: -12604080.000000 Penalty: 5528.837402
	Iteration 13Q: 3 clusters Score -1.260408e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 61232 members 
Entering Unmasked Estep 
Score: -12604227.000000 Penalty: 5528.837402
	Iteration 14Q: 3 clusters Score -1.260423e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 61338 members 
Entering Unmasked Estep 
Score: -12604325.000000 Penalty: 5528.837402
	Iteration 15Q: 3 clusters Score -1.260432e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 61448 members 
Entering Unmasked Estep 
Score: -12604477.000000 Penalty: 5528.837402
	Iteration 16Q: 3 clusters Score -1.260448e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 61564 members 
Entering Unmasked Estep 
Score: -12604566.000000 Penalty: 5528.837402
	Iteration 17Q: 3 clusters Score -1.260457e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 61673 members 
Entering Unmasked Estep 
Score: -12604618.000000 Penalty: 5528.837402
	Iteration 18Q: 3 clusters Score -1.260462e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 61805 members 
Entering Unmasked Estep 
Score: -12604685.000000 Penalty: 5528.837402
	Iteration 19Q: 3 clusters Score -1.260468e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 61953 members 
Entering Unmasked Estep 
Score: -12604747.000000 Penalty: 5528.837402
	Iteration 20F: 3 clusters Score -1.260475e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 62098 members 
Entering Unmasked Estep 
Score: -12604820.000000 Penalty: 5528.837402
	Iteration 21Q: 3 clusters Score -1.260482e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 62203 members 
Entering Unmasked Estep 
Score: -12604883.000000 Penalty: 5528.837402
	Iteration 22Q: 3 clusters Score -1.260488e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 62328 members 
Entering Unmasked Estep 
Score: -12604983.000000 Penalty: 5528.837402
	Iteration 23Q: 3 clusters Score -1.260498e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 62476 members 
Entering Unmasked Estep 
Score: -12605005.000000 Penalty: 5528.837402
	Iteration 24Q: 3 clusters Score -1.2605e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 62629 members 
Entering Unmasked Estep 
Score: -12605084.000000 Penalty: 5528.837402
	Iteration 25Q: 3 clusters Score -1.260508e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 62775 members 
Entering Unmasked Estep 
Score: -12605170.000000 Penalty: 5528.837402
	Iteration 26Q: 3 clusters Score -1.260517e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 62925 members 
Entering Unmasked Estep 
Score: -12605278.000000 Penalty: 5528.837402
	Iteration 27Q: 3 clusters Score -1.260528e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 63059 members 
Entering Unmasked Estep 
Score: -12605316.000000 Penalty: 5528.837402
	Iteration 28Q: 3 clusters Score -1.260532e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 63183 members 
Entering Unmasked Estep 
Score: -12605371.000000 Penalty: 5528.837402
	Iteration 29Q: 3 clusters Score -1.260537e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 63323 members 
Entering Unmasked Estep 
Score: -12605411.000000 Penalty: 5528.837402
	Iteration 30Q: 3 clusters Score -1.260541e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 63452 members 
Entering Unmasked Estep 
Score: -12605482.000000 Penalty: 5528.837402
	Iteration 31Q: 3 clusters Score -1.260548e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 63579 members 
Entering Unmasked Estep 
Score: -12605549.000000 Penalty: 5528.837402
	Iteration 32Q: 3 clusters Score -1.260555e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 63717 members 
Entering Unmasked Estep 
Score: -12605611.000000 Penalty: 5528.837402
	Iteration 33Q: 3 clusters Score -1.260561e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 63866 members 
Entering Unmasked Estep 
Score: -12605677.000000 Penalty: 5528.837402
	Iteration 34Q: 3 clusters Score -1.260568e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 64015 members 
Entering Unmasked Estep 
Score: -12605761.000000 Penalty: 5528.837402
	Iteration 35Q: 3 clusters Score -1.260576e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 64151 members 
Entering Unmasked Estep 
Score: -12605850.000000 Penalty: 5528.837402
	Iteration 36Q: 3 clusters Score -1.260585e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 64277 members 
Entering Unmasked Estep 
Score: -12605889.000000 Penalty: 5528.837402
	Iteration 37Q: 3 clusters Score -1.260589e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 64413 members 
Entering Unmasked Estep 
Score: -12605946.000000 Penalty: 5528.837402
	Iteration 38Q: 3 clusters Score -1.260595e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 64564 members 
Entering Unmasked Estep 
Score: -12606010.000000 Penalty: 5528.837402
	Iteration 39Q: 3 clusters Score -1.260601e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 64693 members 
Entering Unmasked Estep 
Score: -12606055.000000 Penalty: 5528.837402
	Iteration 40F: 3 clusters Score -1.260606e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 64799 members 
Entering Unmasked Estep 
Score: -12606070.000000 Penalty: 5528.837402
	Iteration 41Q: 3 clusters Score -1.260607e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 64896 members 
Entering Unmasked Estep 
Score: -12606089.000000 Penalty: 5528.837402
	Iteration 42Q: 3 clusters Score -1.260609e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 64979 members 
Entering Unmasked Estep 
Score: -12606118.000000 Penalty: 5528.837402
	Iteration 43Q: 3 clusters Score -1.260612e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 65056 members 
Entering Unmasked Estep 
Score: -12606107.000000 Penalty: 5528.837402
	Iteration 44Q: 3 clusters Score -1.260611e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 65132 members 
Entering Unmasked Estep 
Score: -12606123.000000 Penalty: 5528.837402
	Iteration 45Q: 3 clusters Score -1.260612e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 65187 members 
Entering Unmasked Estep 
Score: -12606104.000000 Penalty: 5528.837402
	Iteration 46Q: 3 clusters Score -1.26061e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 65239 members 
Entering Unmasked Estep 
Score: -12606107.000000 Penalty: 5528.837402
	Iteration 47Q: 3 clusters Score -1.260611e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 65295 members 
Entering Unmasked Estep 
Score: -12606121.000000 Penalty: 5528.837402
	Iteration 48Q: 3 clusters Score -1.260612e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 65341 members 
Entering Unmasked Estep 
Score: -12606131.000000 Penalty: 5528.837402
	Iteration 49Q: 3 clusters Score -1.260613e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 65387 members 
Entering Unmasked Estep 
Score: -12606136.000000 Penalty: 5528.837402
	Iteration 50Q: 3 clusters Score -1.260614e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 65429 members 
Entering Unmasked Estep 
Score: -12606138.000000 Penalty: 5528.837402
	Iteration 51Q: 3 clusters Score -1.260614e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 65462 members 
Entering Unmasked Estep 
Score: -12606160.000000 Penalty: 5528.837402
	Iteration 52Q: 3 clusters Score -1.260616e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 65492 members 
Entering Unmasked Estep 
Score: -12606151.000000 Penalty: 5528.837402
	Iteration 53Q: 3 clusters Score -1.260615e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 65516 members 
Entering Unmasked Estep 
Score: -12606144.000000 Penalty: 5528.837402
	Iteration 54Q: 3 clusters Score -1.260614e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 65549 members 
Entering Unmasked Estep 
Score: -12606138.000000 Penalty: 5528.837402
	Iteration 55Q: 3 clusters Score -1.260614e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 65581 members 
Entering Unmasked Estep 
Score: -12606133.000000 Penalty: 5528.837402
	Iteration 56Q: 3 clusters Score -1.260613e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 65619 members 
Entering Unmasked Estep 
Score: -12606131.000000 Penalty: 5528.837402
	Iteration 57Q: 3 clusters Score -1.260613e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 65650 members 
Entering Unmasked Estep 
Score: -12606084.000000 Penalty: 5528.837402
	Iteration 58Q: 3 clusters Score -1.260608e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 65682 members 
Entering Unmasked Estep 
Score: -12606074.000000 Penalty: 5528.837402
	Iteration 59Q: 3 clusters Score -1.260607e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 65710 members 
Entering Unmasked Estep 
Score: -12606086.000000 Penalty: 5528.837402
	Iteration 60F: 3 clusters Score -1.260609e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 65738 members 
Entering Unmasked Estep 
Score: -12606100.000000 Penalty: 5528.837402
	Iteration 61Q: 3 clusters Score -1.26061e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 65759 members 
Entering Unmasked Estep 
Score: -12606103.000000 Penalty: 5528.837402
	Iteration 62Q: 3 clusters Score -1.26061e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 65769 members 
Entering Unmasked Estep 
Score: -12606096.000000 Penalty: 5528.837402
	Iteration 63Q: 3 clusters Score -1.26061e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 65780 members 
Entering Unmasked Estep 
Score: -12606089.000000 Penalty: 5528.837402
	Iteration 64Q: 3 clusters Score -1.260609e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 65790 members 
Entering Unmasked Estep 
Score: -12606082.000000 Penalty: 5528.837402
	Iteration 65Q: 3 clusters Score -1.260608e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 65798 members 
Entering Unmasked Estep 
Score: -12606088.000000 Penalty: 5528.837402
	Iteration 66Q: 3 clusters Score -1.260609e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 65804 members 
Entering Unmasked Estep 
Score: -12606100.000000 Penalty: 5528.837402
	Iteration 67Q: 3 clusters Score -1.26061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 65812 members 
Entering Unmasked Estep 
Score: -12606091.000000 Penalty: 5528.837402
	Iteration 68Q: 3 clusters Score -1.260609e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 65825 members 
Entering Unmasked Estep 
Score: -12606076.000000 Penalty: 5528.837402
	Iteration 69Q: 3 clusters Score -1.260608e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 65836 members 
Entering Unmasked Estep 
Score: -12606068.000000 Penalty: 5528.837402
	Iteration 70Q: 3 clusters Score -1.260607e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 65847 members 
Entering Unmasked Estep 
Score: -12606067.000000 Penalty: 5528.837402
	Iteration 71Q: 3 clusters Score -1.260607e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 65855 members 
Entering Unmasked Estep 
Score: -12606060.000000 Penalty: 5528.837402
	Iteration 72Q: 3 clusters Score -1.260606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 65864 members 
Entering Unmasked Estep 
Score: -12606055.000000 Penalty: 5528.837402
	Iteration 73Q: 3 clusters Score -1.260606e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 65871 members 
Entering Unmasked Estep 
Score: -12606048.000000 Penalty: 5528.837402
	Iteration 74Q: 3 clusters Score -1.260605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 65872 members 
Entering Unmasked Estep 
Score: -12606046.000000 Penalty: 5528.837402
	Iteration 75Q: 3 clusters Score -1.260605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 65876 members 
Entering Unmasked Estep 
Score: -12606042.000000 Penalty: 5528.837402
	Iteration 76Q: 3 clusters Score -1.260604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 65879 members 
Entering Unmasked Estep 
Score: -12606052.000000 Penalty: 5528.837402
	Iteration 77Q: 3 clusters Score -1.260605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 65881 members 
Entering Unmasked Estep 
Score: -12606053.000000 Penalty: 5528.837402
	Iteration 78Q: 3 clusters Score -1.260605e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 65881 members 
Entering Unmasked Estep 
Score: -12606053.000000 Penalty: 5528.837402
	Iteration 79F: 3 clusters Score -1.260605e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (76597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76597 members 
Entering Unmasked Estep 
Score: -13879590.000000 Penalty: 2789.085693
	Iteration 0F: 2 clusters Score -1.387959e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 38225 members 
Entering Unmasked Estep 
Score: -13843714.000000 Penalty: 5578.171387
	Iteration 0F: 3 clusters Score -1.384371e+07 nChanged 35949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -13863737.000000 Penalty: 5578.171387
	Iteration 1F: 3 clusters Score -1.386374e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -13864493.000000 Penalty: 5578.171387
	Iteration 2Q: 3 clusters Score -1.386449e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41719 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -13865139.000000 Penalty: 5578.171387
	Iteration 3Q: 3 clusters Score -1.386514e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -13866156.000000 Penalty: 5578.171387
	Iteration 4Q: 3 clusters Score -1.386616e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45864 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -13867543.000000 Penalty: 5578.171387
	Iteration 5Q: 3 clusters Score -1.386754e+07 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -13869299.000000 Penalty: 5578.171387
	Iteration 6F: 3 clusters Score -1.38693e+07 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51433 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -13871649.000000 Penalty: 5578.171387
	Iteration 7F: 3 clusters Score -1.387165e+07 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53403 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -13873874.000000 Penalty: 5578.171387
	Iteration 8F: 3 clusters Score -1.387387e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53997 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -13876263.000000 Penalty: 5578.171387
	Iteration 9F: 3 clusters Score -1.387626e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53386 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -13878694.000000 Penalty: 5578.171387
	Iteration 10F: 3 clusters Score -1.387869e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52009 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -13880595.000000 Penalty: 5578.171387
	Iteration 11F: 3 clusters Score -1.38806e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50557 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -13881748.000000 Penalty: 5578.171387
	Iteration 12Q: 3 clusters Score -1.388175e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49158 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -13882356.000000 Penalty: 5578.171387
	Iteration 13Q: 3 clusters Score -1.388236e+07 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47848 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -13882886.000000 Penalty: 5578.171387
	Iteration 14Q: 3 clusters Score -1.388289e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -13883290.000000 Penalty: 5578.171387
	Iteration 15Q: 3 clusters Score -1.388329e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45784 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -13883602.000000 Penalty: 5578.171387
	Iteration 16Q: 3 clusters Score -1.38836e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
Score: -13883810.000000 Penalty: 5578.171387
	Iteration 17Q: 3 clusters Score -1.388381e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44298 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -13884066.000000 Penalty: 5578.171387
	Iteration 18Q: 3 clusters Score -1.388407e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -13884168.000000 Penalty: 5578.171387
	Iteration 19Q: 3 clusters Score -1.388417e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -13884282.000000 Penalty: 5578.171387
	Iteration 20F: 3 clusters Score -1.388428e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43307 members 
Mstep: Class 2 contains 33290 members 
Entering Unmasked Estep 
Score: -13884397.000000 Penalty: 5578.171387
	Iteration 21Q: 3 clusters Score -1.38844e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43141 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -13884434.000000 Penalty: 5578.171387
	Iteration 22Q: 3 clusters Score -1.388443e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43063 members 
Mstep: Class 2 contains 33534 members 
Entering Unmasked Estep 
Score: -13884514.000000 Penalty: 5578.171387
	Iteration 23Q: 3 clusters Score -1.388451e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43028 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -13884511.000000 Penalty: 5578.171387
	Iteration 24Q: 3 clusters Score -1.388451e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 33602 members 
Entering Unmasked Estep 
Score: -13884552.000000 Penalty: 5578.171387
	Iteration 25Q: 3 clusters Score -1.388455e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42965 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -13884542.000000 Penalty: 5578.171387
	Iteration 26Q: 3 clusters Score -1.388454e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 33633 members 
Entering Unmasked Estep 
Score: -13884556.000000 Penalty: 5578.171387
	Iteration 27Q: 3 clusters Score -1.388456e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
Score: -13884598.000000 Penalty: 5578.171387
	Iteration 28Q: 3 clusters Score -1.38846e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -13884636.000000 Penalty: 5578.171387
	Iteration 29Q: 3 clusters Score -1.388464e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -13884709.000000 Penalty: 5578.171387
	Iteration 30Q: 3 clusters Score -1.388471e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42950 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -13884794.000000 Penalty: 5578.171387
	Iteration 31Q: 3 clusters Score -1.388479e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42954 members 
Mstep: Class 2 contains 33643 members 
Entering Unmasked Estep 
Score: -13884815.000000 Penalty: 5578.171387
	Iteration 32Q: 3 clusters Score -1.388482e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -13884838.000000 Penalty: 5578.171387
	Iteration 33Q: 3 clusters Score -1.388484e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43035 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
Score: -13884832.000000 Penalty: 5578.171387
	Iteration 34Q: 3 clusters Score -1.388483e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -13884857.000000 Penalty: 5578.171387
	Iteration 35Q: 3 clusters Score -1.388486e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -13884884.000000 Penalty: 5578.171387
	Iteration 36Q: 3 clusters Score -1.388488e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43246 members 
Mstep: Class 2 contains 33351 members 
Entering Unmasked Estep 
Score: -13884896.000000 Penalty: 5578.171387
	Iteration 37Q: 3 clusters Score -1.38849e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43291 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -13884916.000000 Penalty: 5578.171387
	Iteration 38Q: 3 clusters Score -1.388492e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Mstep: Class 2 contains 33273 members 
Entering Unmasked Estep 
Score: -13884914.000000 Penalty: 5578.171387
	Iteration 39Q: 3 clusters Score -1.388491e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43386 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -13884936.000000 Penalty: 5578.171387
	Iteration 40F: 3 clusters Score -1.388494e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -13884955.000000 Penalty: 5578.171387
	Iteration 41Q: 3 clusters Score -1.388496e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43521 members 
Mstep: Class 2 contains 33076 members 
Entering Unmasked Estep 
Score: -13884974.000000 Penalty: 5578.171387
	Iteration 42Q: 3 clusters Score -1.388497e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -13884982.000000 Penalty: 5578.171387
	Iteration 43Q: 3 clusters Score -1.388498e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43673 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -13884963.000000 Penalty: 5578.171387
	Iteration 44Q: 3 clusters Score -1.388496e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -13884994.000000 Penalty: 5578.171387
	Iteration 45Q: 3 clusters Score -1.388499e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -13885033.000000 Penalty: 5578.171387
	Iteration 46Q: 3 clusters Score -1.388503e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43784 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -13885049.000000 Penalty: 5578.171387
	Iteration 47Q: 3 clusters Score -1.388505e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43805 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
Score: -13885063.000000 Penalty: 5578.171387
	Iteration 48Q: 3 clusters Score -1.388506e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43810 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
Score: -13885070.000000 Penalty: 5578.171387
	Iteration 49Q: 3 clusters Score -1.388507e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -13885060.000000 Penalty: 5578.171387
	Iteration 50Q: 3 clusters Score -1.388506e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -13885065.000000 Penalty: 5578.171387
	Iteration 51Q: 3 clusters Score -1.388506e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -13885034.000000 Penalty: 5578.171387
	Iteration 52Q: 3 clusters Score -1.388503e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -13885049.000000 Penalty: 5578.171387
	Iteration 53Q: 3 clusters Score -1.388505e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43821 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -13885023.000000 Penalty: 5578.171387
	Iteration 54Q: 3 clusters Score -1.388502e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -13885027.000000 Penalty: 5578.171387
	Iteration 55Q: 3 clusters Score -1.388503e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -13885045.000000 Penalty: 5578.171387
	Iteration 56Q: 3 clusters Score -1.388504e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -13885063.000000 Penalty: 5578.171387
	Iteration 57Q: 3 clusters Score -1.388506e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 32746 members 
Entering Unmasked Estep 
Score: -13885070.000000 Penalty: 5578.171387
	Iteration 58Q: 3 clusters Score -1.388507e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43866 members 
Mstep: Class 2 contains 32731 members 
Entering Unmasked Estep 
Score: -13885085.000000 Penalty: 5578.171387
	Iteration 59Q: 3 clusters Score -1.388508e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 32706 members 
Entering Unmasked Estep 
Score: -13885062.000000 Penalty: 5578.171387
	Iteration 60F: 3 clusters Score -1.388506e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -13885097.000000 Penalty: 5578.171387
	Iteration 61Q: 3 clusters Score -1.38851e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43940 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -13885110.000000 Penalty: 5578.171387
	Iteration 62Q: 3 clusters Score -1.388511e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43953 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -13885100.000000 Penalty: 5578.171387
	Iteration 63Q: 3 clusters Score -1.38851e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -13885088.000000 Penalty: 5578.171387
	Iteration 64Q: 3 clusters Score -1.388509e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -13885080.000000 Penalty: 5578.171387
	Iteration 65Q: 3 clusters Score -1.388508e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43992 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -13885091.000000 Penalty: 5578.171387
	Iteration 66Q: 3 clusters Score -1.388509e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44002 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -13885106.000000 Penalty: 5578.171387
	Iteration 67Q: 3 clusters Score -1.388511e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -13885106.000000 Penalty: 5578.171387
	Iteration 68Q: 3 clusters Score -1.388511e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -13885095.000000 Penalty: 5578.171387
	Iteration 69Q: 3 clusters Score -1.38851e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 32603 members 
Entering Unmasked Estep 
Score: -13885095.000000 Penalty: 5578.171387
	Iteration 70Q: 3 clusters Score -1.38851e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44001 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -13885074.000000 Penalty: 5578.171387
	Iteration 71Q: 3 clusters Score -1.388507e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 32592 members 
Entering Unmasked Estep 
Score: -13885082.000000 Penalty: 5578.171387
	Iteration 72Q: 3 clusters Score -1.388508e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 32594 members 
Entering Unmasked Estep 
Score: -13885088.000000 Penalty: 5578.171387
	Iteration 73Q: 3 clusters Score -1.388509e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -13885101.000000 Penalty: 5578.171387
	Iteration 74Q: 3 clusters Score -1.38851e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -13885081.000000 Penalty: 5578.171387
	Iteration 75Q: 3 clusters Score -1.388508e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -13885099.000000 Penalty: 5578.171387
	Iteration 76Q: 3 clusters Score -1.38851e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44002 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -13885085.000000 Penalty: 5578.171387
	Iteration 77Q: 3 clusters Score -1.388508e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -13885072.000000 Penalty: 5578.171387
	Iteration 78Q: 3 clusters Score -1.388507e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44020 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -13885091.000000 Penalty: 5578.171387
	Iteration 79Q: 3 clusters Score -1.388509e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44026 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -13885088.000000 Penalty: 5578.171387
	Iteration 80F: 3 clusters Score -1.388509e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44026 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -13885083.000000 Penalty: 5578.171387
	Iteration 81Q: 3 clusters Score -1.388508e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44026 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -13885100.000000 Penalty: 5578.171387
	Iteration 82Q: 3 clusters Score -1.38851e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44026 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -13885082.000000 Penalty: 5578.171387
	Iteration 83Q: 3 clusters Score -1.388508e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -13885068.000000 Penalty: 5578.171387
	Iteration 84Q: 3 clusters Score -1.388507e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44032 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -13885086.000000 Penalty: 5578.171387
	Iteration 85Q: 3 clusters Score -1.388509e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44035 members 
Mstep: Class 2 contains 32562 members 
Entering Unmasked Estep 
Score: -13885070.000000 Penalty: 5578.171387
	Iteration 86Q: 3 clusters Score -1.388507e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -13885057.000000 Penalty: 5578.171387
	Iteration 87Q: 3 clusters Score -1.388506e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -13885055.000000 Penalty: 5578.171387
	Iteration 88Q: 3 clusters Score -1.388506e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44031 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -13885074.000000 Penalty: 5578.171387
	Iteration 89Q: 3 clusters Score -1.388507e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44043 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -13885078.000000 Penalty: 5578.171387
	Iteration 90Q: 3 clusters Score -1.388508e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 32532 members 
Entering Unmasked Estep 
Score: -13885084.000000 Penalty: 5578.171387
	Iteration 91Q: 3 clusters Score -1.388508e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44078 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -13885069.000000 Penalty: 5578.171387
	Iteration 92Q: 3 clusters Score -1.388507e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -13885085.000000 Penalty: 5578.171387
	Iteration 93Q: 3 clusters Score -1.388508e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44091 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -13885067.000000 Penalty: 5578.171387
	Iteration 94Q: 3 clusters Score -1.388507e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 32502 members 
Entering Unmasked Estep 
Score: -13885073.000000 Penalty: 5578.171387
	Iteration 95Q: 3 clusters Score -1.388507e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 32495 members 
Entering Unmasked Estep 
Score: -13885069.000000 Penalty: 5578.171387
	Iteration 96Q: 3 clusters Score -1.388507e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44105 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -13885071.000000 Penalty: 5578.171387
	Iteration 97Q: 3 clusters Score -1.388507e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
Score: -13885069.000000 Penalty: 5578.171387
	Iteration 98Q: 3 clusters Score -1.388507e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -13885069.000000 Penalty: 5578.171387
	Iteration 99Q: 3 clusters Score -1.388507e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44115 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -13885064.000000 Penalty: 5578.171387
	Iteration 100F: 3 clusters Score -1.388506e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44116 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -13885061.000000 Penalty: 5578.171387
	Iteration 101Q: 3 clusters Score -1.388506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -13885059.000000 Penalty: 5578.171387
	Iteration 102Q: 3 clusters Score -1.388506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -13885060.000000 Penalty: 5578.171387
	Iteration 103Q: 3 clusters Score -1.388506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44113 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -13885067.000000 Penalty: 5578.171387
	Iteration 104Q: 3 clusters Score -1.388507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44112 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -13885065.000000 Penalty: 5578.171387
	Iteration 105Q: 3 clusters Score -1.388506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44111 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -13885067.000000 Penalty: 5578.171387
	Iteration 106Q: 3 clusters Score -1.388507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
Score: -13885068.000000 Penalty: 5578.171387
	Iteration 107Q: 3 clusters Score -1.388507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44109 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -13885065.000000 Penalty: 5578.171387
	Iteration 108Q: 3 clusters Score -1.388506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44108 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -13885079.000000 Penalty: 5578.171387
	Iteration 109Q: 3 clusters Score -1.388508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -13885082.000000 Penalty: 5578.171387
	Iteration 110Q: 3 clusters Score -1.388508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -13885078.000000 Penalty: 5578.171387
	Iteration 111Q: 3 clusters Score -1.388508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44105 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -13885076.000000 Penalty: 5578.171387
	Iteration 112Q: 3 clusters Score -1.388508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44104 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -13885080.000000 Penalty: 5578.171387
	Iteration 113Q: 3 clusters Score -1.388508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44105 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -13885080.000000 Penalty: 5578.171387
	Iteration 114Q: 3 clusters Score -1.388508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -13885079.000000 Penalty: 5578.171387
	Iteration 115Q: 3 clusters Score -1.388508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 32490 members 
Entering Unmasked Estep 
Score: -13885087.000000 Penalty: 5578.171387
	Iteration 116Q: 3 clusters Score -1.388509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -13885087.000000 Penalty: 5578.171387
	Iteration 117Q: 3 clusters Score -1.388509e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -13885087.000000 Penalty: 5578.171387
	Iteration 118F: 3 clusters Score -1.388509e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 63477 members 
Mstep: Class 2 contains 871 members 
Mstep: Class 3 contains 767 members 
Mstep: Class 4 contains 8372 members 
Mstep: Class 5 contains 389 members 
Mstep: Class 6 contains 52601 members 
Mstep: Class 7 contains 1367 members 
Mstep: Class 8 contains 58431 members 
Mstep: Class 9 contains 2859 members 
Mstep: Class 10 contains 51722 members 
Mstep: Class 11 contains 52371 members 
Mstep: Class 12 contains 742 members 
Mstep: Class 13 contains 52654 members 
Mstep: Class 14 contains 26567 members 
Mstep: Class 15 contains 69345 members 
Mstep: Class 16 contains 44106 members 
Mstep: Class 17 contains 49969 members 
Mstep: Class 18 contains 417 members 
Mstep: Class 19 contains 48274 members 
Mstep: Class 20 contains 32491 members 
Entering Unmasked Estep 
Score: -111106816.000000 Penalty: 66136.937500
Splitting cluster 16 changes total score from -111097672.000000 to -111106816.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 17 (49969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49969 members 
Entering Unmasked Estep 
Score: -9128622.000000 Penalty: 2683.151367
	Iteration 0F: 2 clusters Score -9128622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -9098311.000000 Penalty: 5366.302734
	Iteration 0F: 3 clusters Score -9098311 nChanged 23106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -9111219.000000 Penalty: 5366.302734
	Iteration 1F: 3 clusters Score -9111219 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -9111843.000000 Penalty: 5366.302734
	Iteration 2Q: 3 clusters Score -9111843 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -9112493.000000 Penalty: 5366.302734
	Iteration 3Q: 3 clusters Score -9112493 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -9113237.000000 Penalty: 5366.302734
	Iteration 4Q: 3 clusters Score -9113237 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -9114143.000000 Penalty: 5366.302734
	Iteration 5Q: 3 clusters Score -9114143 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -9115335.000000 Penalty: 5366.302734
	Iteration 6Q: 3 clusters Score -9115335 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -9116599.000000 Penalty: 5366.302734
	Iteration 7F: 3 clusters Score -9116599 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -9118132.000000 Penalty: 5366.302734
	Iteration 8F: 3 clusters Score -9118132 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -9120078.000000 Penalty: 5366.302734
	Iteration 9F: 3 clusters Score -9120078 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -9122102.000000 Penalty: 5366.302734
	Iteration 10F: 3 clusters Score -9122102 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -9123509.000000 Penalty: 5366.302734
	Iteration 11Q: 3 clusters Score -9123509 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -9124157.000000 Penalty: 5366.302734
	Iteration 12Q: 3 clusters Score -9124157 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -9124532.000000 Penalty: 5366.302734
	Iteration 13Q: 3 clusters Score -9124532 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -9124789.000000 Penalty: 5366.302734
	Iteration 14Q: 3 clusters Score -9124789 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -9124988.000000 Penalty: 5366.302734
	Iteration 15Q: 3 clusters Score -9124988 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -9125195.000000 Penalty: 5366.302734
	Iteration 16Q: 3 clusters Score -9125195 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -9125327.000000 Penalty: 5366.302734
	Iteration 17Q: 3 clusters Score -9125327 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -9125519.000000 Penalty: 5366.302734
	Iteration 18Q: 3 clusters Score -9125519 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -9125671.000000 Penalty: 5366.302734
	Iteration 19Q: 3 clusters Score -9125671 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -9125864.000000 Penalty: 5366.302734
	Iteration 20F: 3 clusters Score -9125864 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -9126002.000000 Penalty: 5366.302734
	Iteration 21Q: 3 clusters Score -9126002 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34248 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -9126130.000000 Penalty: 5366.302734
	Iteration 22Q: 3 clusters Score -9126130 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -9126275.000000 Penalty: 5366.302734
	Iteration 23Q: 3 clusters Score -9126275 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -9126402.000000 Penalty: 5366.302734
	Iteration 24Q: 3 clusters Score -9126402 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -9126560.000000 Penalty: 5366.302734
	Iteration 25Q: 3 clusters Score -9126560 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -9126656.000000 Penalty: 5366.302734
	Iteration 26Q: 3 clusters Score -9126656 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -9126786.000000 Penalty: 5366.302734
	Iteration 27Q: 3 clusters Score -9126786 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -9126919.000000 Penalty: 5366.302734
	Iteration 28Q: 3 clusters Score -9126919 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37548 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -9127051.000000 Penalty: 5366.302734
	Iteration 29Q: 3 clusters Score -9127051 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -9127117.000000 Penalty: 5366.302734
	Iteration 30Q: 3 clusters Score -9127117 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -9127197.000000 Penalty: 5366.302734
	Iteration 31Q: 3 clusters Score -9127197 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -9127290.000000 Penalty: 5366.302734
	Iteration 32Q: 3 clusters Score -9127290 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -9127352.000000 Penalty: 5366.302734
	Iteration 33Q: 3 clusters Score -9127352 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39530 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -9127464.000000 Penalty: 5366.302734
	Iteration 34Q: 3 clusters Score -9127464 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39903 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -9127604.000000 Penalty: 5366.302734
	Iteration 35Q: 3 clusters Score -9127604 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -9127709.000000 Penalty: 5366.302734
	Iteration 36Q: 3 clusters Score -9127709 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -9127843.000000 Penalty: 5366.302734
	Iteration 37Q: 3 clusters Score -9127843 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -9127952.000000 Penalty: 5366.302734
	Iteration 38Q: 3 clusters Score -9127952 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41470 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -9128055.000000 Penalty: 5366.302734
	Iteration 39Q: 3 clusters Score -9128055 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -9128175.000000 Penalty: 5366.302734
	Iteration 40F: 3 clusters Score -9128175 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -9128210.000000 Penalty: 5366.302734
	Iteration 41Q: 3 clusters Score -9128210 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -9128230.000000 Penalty: 5366.302734
	Iteration 42Q: 3 clusters Score -9128230 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43034 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -9128294.000000 Penalty: 5366.302734
	Iteration 43Q: 3 clusters Score -9128294 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -9128286.000000 Penalty: 5366.302734
	Iteration 44Q: 3 clusters Score -9128286 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -9128305.000000 Penalty: 5366.302734
	Iteration 45Q: 3 clusters Score -9128305 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -9128368.000000 Penalty: 5366.302734
	Iteration 46Q: 3 clusters Score -9128368 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -9128355.000000 Penalty: 5366.302734
	Iteration 47Q: 3 clusters Score -9128355 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -9128336.000000 Penalty: 5366.302734
	Iteration 48Q: 3 clusters Score -9128336 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -9128291.000000 Penalty: 5366.302734
	Iteration 49Q: 3 clusters Score -9128291 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45620 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -9128232.000000 Penalty: 5366.302734
	Iteration 50Q: 3 clusters Score -9128232 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45911 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -9128152.000000 Penalty: 5366.302734
	Iteration 51Q: 3 clusters Score -9128152 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -9128084.000000 Penalty: 5366.302734
	Iteration 52Q: 3 clusters Score -9128084 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -9128029.000000 Penalty: 5366.302734
	Iteration 53Q: 3 clusters Score -9128029 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46615 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -9127981.000000 Penalty: 5366.302734
	Iteration 54Q: 3 clusters Score -9127981 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46823 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -9127936.000000 Penalty: 5366.302734
	Iteration 55Q: 3 clusters Score -9127936 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47017 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -9127886.000000 Penalty: 5366.302734
	Iteration 56Q: 3 clusters Score -9127886 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47175 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -9127860.000000 Penalty: 5366.302734
	Iteration 57Q: 3 clusters Score -9127860 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47322 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -9127843.000000 Penalty: 5366.302734
	Iteration 58Q: 3 clusters Score -9127843 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47466 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -9127813.000000 Penalty: 5366.302734
	Iteration 59Q: 3 clusters Score -9127813 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47598 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -9127771.000000 Penalty: 5366.302734
	Iteration 60F: 3 clusters Score -9127771 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47715 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -9127760.000000 Penalty: 5366.302734
	Iteration 61Q: 3 clusters Score -9127760 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47791 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -9127713.000000 Penalty: 5366.302734
	Iteration 62Q: 3 clusters Score -9127713 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47853 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -9127727.000000 Penalty: 5366.302734
	Iteration 63Q: 3 clusters Score -9127727 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47911 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -9127698.000000 Penalty: 5366.302734
	Iteration 64Q: 3 clusters Score -9127698 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47960 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -9127682.000000 Penalty: 5366.302734
	Iteration 65Q: 3 clusters Score -9127682 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47999 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -9127655.000000 Penalty: 5366.302734
	Iteration 66Q: 3 clusters Score -9127655 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48043 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -9127624.000000 Penalty: 5366.302734
	Iteration 67Q: 3 clusters Score -9127624 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48079 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -9127603.000000 Penalty: 5366.302734
	Iteration 68Q: 3 clusters Score -9127603 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48106 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -9127595.000000 Penalty: 5366.302734
	Iteration 69Q: 3 clusters Score -9127595 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48132 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -9127586.000000 Penalty: 5366.302734
	Iteration 70Q: 3 clusters Score -9127586 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48161 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -9127595.000000 Penalty: 5366.302734
	Iteration 71Q: 3 clusters Score -9127595 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48193 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -9127580.000000 Penalty: 5366.302734
	Iteration 72Q: 3 clusters Score -9127580 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48226 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -9127566.000000 Penalty: 5366.302734
	Iteration 73Q: 3 clusters Score -9127566 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48257 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -9127561.000000 Penalty: 5366.302734
	Iteration 74Q: 3 clusters Score -9127561 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -9127563.000000 Penalty: 5366.302734
	Iteration 75Q: 3 clusters Score -9127563 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48339 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -9127573.000000 Penalty: 5366.302734
	Iteration 76Q: 3 clusters Score -9127573 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48369 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -9127539.000000 Penalty: 5366.302734
	Iteration 77Q: 3 clusters Score -9127539 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48391 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -9127531.000000 Penalty: 5366.302734
	Iteration 78Q: 3 clusters Score -9127531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48413 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -9127513.000000 Penalty: 5366.302734
	Iteration 79Q: 3 clusters Score -9127513 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48436 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -9127503.000000 Penalty: 5366.302734
	Iteration 80F: 3 clusters Score -9127503 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48455 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -9127514.000000 Penalty: 5366.302734
	Iteration 81Q: 3 clusters Score -9127514 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48479 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -9127520.000000 Penalty: 5366.302734
	Iteration 82Q: 3 clusters Score -9127520 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48502 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -9127518.000000 Penalty: 5366.302734
	Iteration 83Q: 3 clusters Score -9127518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48521 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -9127516.000000 Penalty: 5366.302734
	Iteration 84Q: 3 clusters Score -9127516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48531 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -9127514.000000 Penalty: 5366.302734
	Iteration 85Q: 3 clusters Score -9127514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48539 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -9127506.000000 Penalty: 5366.302734
	Iteration 86Q: 3 clusters Score -9127506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48549 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -9127510.000000 Penalty: 5366.302734
	Iteration 87Q: 3 clusters Score -9127510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48555 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -9127503.000000 Penalty: 5366.302734
	Iteration 88Q: 3 clusters Score -9127503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48562 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -9127507.000000 Penalty: 5366.302734
	Iteration 89Q: 3 clusters Score -9127507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48569 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -9127509.000000 Penalty: 5366.302734
	Iteration 90Q: 3 clusters Score -9127509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -9127506.000000 Penalty: 5366.302734
	Iteration 91Q: 3 clusters Score -9127506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48575 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -9127506.000000 Penalty: 5366.302734
	Iteration 92Q: 3 clusters Score -9127506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48579 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -9127513.000000 Penalty: 5366.302734
	Iteration 93Q: 3 clusters Score -9127513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48580 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -9127509.000000 Penalty: 5366.302734
	Iteration 94Q: 3 clusters Score -9127509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48581 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -9127510.000000 Penalty: 5366.302734
	Iteration 95Q: 3 clusters Score -9127510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48581 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -9127510.000000 Penalty: 5366.302734
	Iteration 96F: 3 clusters Score -9127510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (48274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48274 members 
Entering Unmasked Estep 
Score: -8833064.000000 Penalty: 2674.592773
	Iteration 0F: 2 clusters Score -8833064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -8804094.000000 Penalty: 5349.185547
	Iteration 0F: 3 clusters Score -8804094 nChanged 22253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 25331 members 
Entering Unmasked Estep 
Score: -8816464.000000 Penalty: 5349.185547
	Iteration 1F: 3 clusters Score -8816464 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -8817233.000000 Penalty: 5349.185547
	Iteration 2Q: 3 clusters Score -8817233 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -8818198.000000 Penalty: 5349.185547
	Iteration 3Q: 3 clusters Score -8818198 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -8819519.000000 Penalty: 5349.185547
	Iteration 4F: 3 clusters Score -8819519 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 29812 members 
Entering Unmasked Estep 
Score: -8821308.000000 Penalty: 5349.185547
	Iteration 5F: 3 clusters Score -8821308 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -8823765.000000 Penalty: 5349.185547
	Iteration 6F: 3 clusters Score -8823765 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 34557 members 
Entering Unmasked Estep 
Score: -8826715.000000 Penalty: 5349.185547
	Iteration 7F: 3 clusters Score -8826715 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -8829505.000000 Penalty: 5349.185547
	Iteration 8F: 3 clusters Score -8829505 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 38272 members 
Entering Unmasked Estep 
Score: -8831328.000000 Penalty: 5349.185547
	Iteration 9Q: 3 clusters Score -8831328 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 39259 members 
Entering Unmasked Estep 
Score: -8832228.000000 Penalty: 5349.185547
	Iteration 10Q: 3 clusters Score -8832228 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 40001 members 
Entering Unmasked Estep 
Score: -8832624.000000 Penalty: 5349.185547
	Iteration 11Q: 3 clusters Score -8832624 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -8832884.000000 Penalty: 5349.185547
	Iteration 12Q: 3 clusters Score -8832884 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -8833044.000000 Penalty: 5349.185547
	Iteration 13Q: 3 clusters Score -8833044 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 41881 members 
Entering Unmasked Estep 
Score: -8833193.000000 Penalty: 5349.185547
	Iteration 14Q: 3 clusters Score -8833193 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 42444 members 
Entering Unmasked Estep 
Score: -8833293.000000 Penalty: 5349.185547
	Iteration 15Q: 3 clusters Score -8833293 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 42981 members 
Entering Unmasked Estep 
Score: -8833267.000000 Penalty: 5349.185547
	Iteration 16Q: 3 clusters Score -8833267 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -8833179.000000 Penalty: 5349.185547
	Iteration 17Q: 3 clusters Score -8833179 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -8833139.000000 Penalty: 5349.185547
	Iteration 18Q: 3 clusters Score -8833139 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -8833039.000000 Penalty: 5349.185547
	Iteration 19Q: 3 clusters Score -8833039 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -8832972.000000 Penalty: 5349.185547
	Iteration 20F: 3 clusters Score -8832972 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
Score: -8832879.000000 Penalty: 5349.185547
	Iteration 21Q: 3 clusters Score -8832879 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 45457 members 
Entering Unmasked Estep 
Score: -8832804.000000 Penalty: 5349.185547
	Iteration 22Q: 3 clusters Score -8832804 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -8832746.000000 Penalty: 5349.185547
	Iteration 23Q: 3 clusters Score -8832746 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 45955 members 
Entering Unmasked Estep 
Score: -8832698.000000 Penalty: 5349.185547
	Iteration 24Q: 3 clusters Score -8832698 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 46148 members 
Entering Unmasked Estep 
Score: -8832633.000000 Penalty: 5349.185547
	Iteration 25Q: 3 clusters Score -8832633 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 46295 members 
Entering Unmasked Estep 
Score: -8832590.000000 Penalty: 5349.185547
	Iteration 26Q: 3 clusters Score -8832590 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
Score: -8832482.000000 Penalty: 5349.185547
	Iteration 27Q: 3 clusters Score -8832482 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 46485 members 
Entering Unmasked Estep 
Score: -8832479.000000 Penalty: 5349.185547
	Iteration 28Q: 3 clusters Score -8832479 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 46559 members 
Entering Unmasked Estep 
Score: -8832443.000000 Penalty: 5349.185547
	Iteration 29Q: 3 clusters Score -8832443 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 46627 members 
Entering Unmasked Estep 
Score: -8832378.000000 Penalty: 5349.185547
	Iteration 30Q: 3 clusters Score -8832378 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 46690 members 
Entering Unmasked Estep 
Score: -8832308.000000 Penalty: 5349.185547
	Iteration 31Q: 3 clusters Score -8832308 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 46745 members 
Entering Unmasked Estep 
Score: -8832313.000000 Penalty: 5349.185547
	Iteration 32Q: 3 clusters Score -8832313 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 46795 members 
Entering Unmasked Estep 
Score: -8832308.000000 Penalty: 5349.185547
	Iteration 33Q: 3 clusters Score -8832308 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 46839 members 
Entering Unmasked Estep 
Score: -8832300.000000 Penalty: 5349.185547
	Iteration 34Q: 3 clusters Score -8832300 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -8832278.000000 Penalty: 5349.185547
	Iteration 35Q: 3 clusters Score -8832278 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 46910 members 
Entering Unmasked Estep 
Score: -8832273.000000 Penalty: 5349.185547
	Iteration 36Q: 3 clusters Score -8832273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 46932 members 
Entering Unmasked Estep 
Score: -8832242.000000 Penalty: 5349.185547
	Iteration 37Q: 3 clusters Score -8832242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 46953 members 
Entering Unmasked Estep 
Score: -8832228.000000 Penalty: 5349.185547
	Iteration 38Q: 3 clusters Score -8832228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 46971 members 
Entering Unmasked Estep 
Score: -8832208.000000 Penalty: 5349.185547
	Iteration 39Q: 3 clusters Score -8832208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 46983 members 
Entering Unmasked Estep 
Score: -8832204.000000 Penalty: 5349.185547
	Iteration 40F: 3 clusters Score -8832204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 46995 members 
Entering Unmasked Estep 
Score: -8832187.000000 Penalty: 5349.185547
	Iteration 41Q: 3 clusters Score -8832187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 47008 members 
Entering Unmasked Estep 
Score: -8832185.000000 Penalty: 5349.185547
	Iteration 42Q: 3 clusters Score -8832185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 47019 members 
Entering Unmasked Estep 
Score: -8832193.000000 Penalty: 5349.185547
	Iteration 43Q: 3 clusters Score -8832193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -8832166.000000 Penalty: 5349.185547
	Iteration 44Q: 3 clusters Score -8832166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -8832163.000000 Penalty: 5349.185547
	Iteration 45Q: 3 clusters Score -8832163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 47044 members 
Entering Unmasked Estep 
Score: -8832158.000000 Penalty: 5349.185547
	Iteration 46Q: 3 clusters Score -8832158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 47048 members 
Entering Unmasked Estep 
Score: -8832155.000000 Penalty: 5349.185547
	Iteration 47Q: 3 clusters Score -8832155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 47051 members 
Entering Unmasked Estep 
Score: -8832150.000000 Penalty: 5349.185547
	Iteration 48Q: 3 clusters Score -8832150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 47055 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8832147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 47057 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8832148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 47057 members 
Entering Unmasked Estep 
Score: -8832148.000000 Penalty: 5349.185547
	Iteration 51F: 3 clusters Score -8832148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 63477 members 
Mstep: Class 2 contains 871 members 
Mstep: Class 4 contains 8372 members 
Mstep: Class 5 contains 389 members 
Mstep: Class 6 contains 52601 members 
Mstep: Class 7 contains 1367 members 
Mstep: Class 8 contains 58431 members 
Mstep: Class 9 contains 2859 members 
Mstep: Class 10 contains 51722 members 
Mstep: Class 11 contains 52371 members 
Mstep: Class 13 contains 52654 members 
Mstep: Class 14 contains 26567 members 
Mstep: Class 15 contains 69345 members 
Mstep: Class 16 contains 44106 members 
Mstep: Class 17 contains 49969 members 
Mstep: Class 19 contains 48274 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 21 clusters Score -1.111103e+08 nChanged 13549
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 62870 members 
Mstep: Class 2 contains 929 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 8462 members 
Mstep: Class 5 contains 389 members 
Mstep: Class 6 contains 52237 members 
Mstep: Class 7 contains 1410 members 
Mstep: Class 8 contains 58731 members 
Mstep: Class 9 contains 2810 members 
Mstep: Class 10 contains 51855 members 
Mstep: Class 11 contains 52064 members 
Mstep: Class 12 contains 742 members 
Mstep: Class 13 contains 53078 members 
Mstep: Class 14 contains 27482 members 
Mstep: Class 15 contains 69155 members 
Mstep: Class 16 contains 43543 members 
Mstep: Class 17 contains 49977 members 
Mstep: Class 18 contains 418 members 
Mstep: Class 19 contains 48633 members 
Mstep: Class 20 contains 32252 members 
Entering Unmasked Estep 
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Iteration 40F: 21 clusters Score -1.111242e+08 nChanged 24130
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 63203 members 
Mstep: Class 2 contains 939 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 8316 members 
Mstep: Class 5 contains 437 members 
Mstep: Class 6 contains 51476 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 58299 members 
Mstep: Class 9 contains 2791 members 
Mstep: Class 10 contains 49421 members 
Mstep: Class 11 contains 50800 members 
Mstep: Class 12 contains 746 members 
Mstep: Class 13 contains 52592 members 
Mstep: Class 14 contains 27549 members 
Mstep: Class 15 contains 68023 members 
Mstep: Class 16 contains 43691 members 
Mstep: Class 17 contains 49050 members 
Mstep: Class 18 contains 431 members 
Mstep: Class 19 contains 46600 members 
Mstep: Class 20 contains 41309 members 
Entering Unmasked Estep 
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Iteration 41Q: 21 clusters Score -1.111322e+08 nChanged 21349
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 61921 members 
Mstep: Class 2 contains 945 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8296 members 
Mstep: Class 5 contains 436 members 
Mstep: Class 6 contains 50595 members 
Mstep: Class 7 contains 1415 members 
Mstep: Class 8 contains 57666 members 
Mstep: Class 9 contains 2768 members 
Mstep: Class 10 contains 48312 members 
Mstep: Class 11 contains 49624 members 
Mstep: Class 12 contains 749 members 
Mstep: Class 13 contains 52335 members 
Mstep: Class 14 contains 27930 members 
Mstep: Class 15 contains 66774 members 
Mstep: Class 16 contains 44161 members 
Mstep: Class 17 contains 48425 members 
Mstep: Class 18 contains 442 members 
Mstep: Class 19 contains 46021 members 
Mstep: Class 20 contains 48269 members 
Entering Unmasked Estep 
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Iteration 42Q: 21 clusters Score -1.111358e+08 nChanged 18802
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 60776 members 
Mstep: Class 2 contains 948 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 8379 members 
Mstep: Class 5 contains 436 members 
Mstep: Class 6 contains 49798 members 
Mstep: Class 7 contains 1409 members 
Mstep: Class 8 contains 57148 members 
Mstep: Class 9 contains 2760 members 
Mstep: Class 10 contains 47854 members 
Mstep: Class 11 contains 48834 members 
Mstep: Class 12 contains 751 members 
Mstep: Class 13 contains 52111 members 
Mstep: Class 14 contains 28374 members 
Mstep: Class 15 contains 65630 members 
Mstep: Class 16 contains 43106 members 
Mstep: Class 17 contains 48191 members 
Mstep: Class 18 contains 450 members 
Mstep: Class 19 contains 45806 members 
Mstep: Class 20 contains 54322 members 
Entering Unmasked Estep 
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Iteration 43Q: 21 clusters Score -1.111387e+08 nChanged 17266
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 59439 members 
Mstep: Class 2 contains 950 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 8485 members 
Mstep: Class 5 contains 436 members 
Mstep: Class 6 contains 49095 members 
Mstep: Class 7 contains 1400 members 
Mstep: Class 8 contains 56665 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 47804 members 
Mstep: Class 11 contains 48201 members 
Mstep: Class 12 contains 752 members 
Mstep: Class 13 contains 51954 members 
Mstep: Class 14 contains 28813 members 
Mstep: Class 15 contains 64558 members 
Mstep: Class 16 contains 41800 members 
Mstep: Class 17 contains 48122 members 
Mstep: Class 18 contains 458 members 
Mstep: Class 19 contains 45903 members 
Mstep: Class 20 contains 59492 members 
Entering Unmasked Estep 
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Iteration 44Q: 21 clusters Score -1.11142e+08 nChanged 16036
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 57916 members 
Mstep: Class 2 contains 947 members 
Mstep: Class 3 contains 759 members 
Mstep: Class 4 contains 8618 members 
Mstep: Class 5 contains 436 members 
Mstep: Class 6 contains 48337 members 
Mstep: Class 7 contains 1397 members 
Mstep: Class 8 contains 56221 members 
Mstep: Class 9 contains 2755 members 
Mstep: Class 10 contains 47881 members 
Mstep: Class 11 contains 47716 members 
Mstep: Class 12 contains 754 members 
Mstep: Class 13 contains 52080 members 
Mstep: Class 14 contains 29203 members 
Mstep: Class 15 contains 63430 members 
Mstep: Class 16 contains 40966 members 
Mstep: Class 17 contains 48100 members 
Mstep: Class 18 contains 459 members 
Mstep: Class 19 contains 45983 members 
Mstep: Class 20 contains 63882 members 
Entering Unmasked Estep 
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Iteration 45Q: 21 clusters Score -1.11146e+08 nChanged 17574
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 55352 members 
Mstep: Class 2 contains 946 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 8761 members 
Mstep: Class 5 contains 436 members 
Mstep: Class 6 contains 47652 members 
Mstep: Class 7 contains 1395 members 
Mstep: Class 8 contains 55708 members 
Mstep: Class 9 contains 2753 members 
Mstep: Class 10 contains 47690 members 
Mstep: Class 11 contains 47191 members 
Mstep: Class 12 contains 753 members 
Mstep: Class 13 contains 52213 members 
Mstep: Class 14 contains 29517 members 
Mstep: Class 15 contains 62361 members 
Mstep: Class 16 contains 41685 members 
Mstep: Class 17 contains 47839 members 
Mstep: Class 18 contains 463 members 
Mstep: Class 19 contains 45763 members 
Mstep: Class 20 contains 68599 members 
Entering Unmasked Estep 
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Iteration 46Q: 21 clusters Score -1.111499e+08 nChanged 20188
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 52001 members 
Mstep: Class 2 contains 947 members 
Mstep: Class 3 contains 766 members 
Mstep: Class 4 contains 8872 members 
Mstep: Class 5 contains 436 members 
Mstep: Class 6 contains 47021 members 
Mstep: Class 7 contains 1395 members 
Mstep: Class 8 contains 55139 members 
Mstep: Class 9 contains 2753 members 
Mstep: Class 10 contains 47168 members 
Mstep: Class 11 contains 46681 members 
Mstep: Class 12 contains 750 members 
Mstep: Class 13 contains 52356 members 
Mstep: Class 14 contains 29755 members 
Mstep: Class 15 contains 61153 members 
Mstep: Class 16 contains 43470 members 
Mstep: Class 17 contains 47379 members 
Mstep: Class 18 contains 468 members 
Mstep: Class 19 contains 45344 members 
Mstep: Class 20 contains 73986 members 
Entering Unmasked Estep 
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Iteration 47Q: 21 clusters Score -1.111525e+08 nChanged 16820
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 49948 members 
Mstep: Class 2 contains 948 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 9039 members 
Mstep: Class 5 contains 436 members 
Mstep: Class 6 contains 46517 members 
Mstep: Class 7 contains 1394 members 
Mstep: Class 8 contains 54516 members 
Mstep: Class 9 contains 2759 members 
Mstep: Class 10 contains 47258 members 
Mstep: Class 11 contains 46371 members 
Mstep: Class 12 contains 747 members 
Mstep: Class 13 contains 52689 members 
Mstep: Class 14 contains 30012 members 
Mstep: Class 15 contains 59989 members 
Mstep: Class 16 contains 44728 members 
Mstep: Class 17 contains 46719 members 
Mstep: Class 18 contains 469 members 
Mstep: Class 19 contains 45106 members 
Mstep: Class 20 contains 77426 members 
Entering Unmasked Estep 
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Iteration 48Q: 21 clusters Score -1.111511e+08 nChanged 14176
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48875 members 
Mstep: Class 2 contains 948 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 9236 members 
Mstep: Class 5 contains 436 members 
Mstep: Class 6 contains 46197 members 
Mstep: Class 7 contains 1393 members 
Mstep: Class 8 contains 54055 members 
Mstep: Class 9 contains 2767 members 
Mstep: Class 10 contains 47531 members 
Mstep: Class 11 contains 46303 members 
Mstep: Class 12 contains 746 members 
Mstep: Class 13 contains 53062 members 
Mstep: Class 14 contains 30283 members 
Mstep: Class 15 contains 58857 members 
Mstep: Class 16 contains 45653 members 
Mstep: Class 17 contains 46318 members 
Mstep: Class 18 contains 475 members 
Mstep: Class 19 contains 44982 members 
Mstep: Class 20 contains 78952 members 
Entering Unmasked Estep 
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Iteration 49Q: 21 clusters Score -1.111509e+08 nChanged 12183
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 48205 members 
Mstep: Class 2 contains 949 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 9468 members 
Mstep: Class 5 contains 436 members 
Mstep: Class 6 contains 45943 members 
Mstep: Class 7 contains 1390 members 
Mstep: Class 8 contains 53794 members 
Mstep: Class 9 contains 2769 members 
Mstep: Class 10 contains 47793 members 
Mstep: Class 11 contains 46297 members 
Mstep: Class 12 contains 746 members 
Mstep: Class 13 contains 53577 members 
Mstep: Class 14 contains 30503 members 
Mstep: Class 15 contains 57866 members 
Mstep: Class 16 contains 46428 members 
Mstep: Class 17 contains 46104 members 
Mstep: Class 18 contains 479 members 
Mstep: Class 19 contains 44907 members 
Mstep: Class 20 contains 79415 members 
Entering Unmasked Estep 
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Iteration 50Q: 21 clusters Score -1.111512e+08 nChanged 10682
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 47859 members 
Mstep: Class 2 contains 953 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 9710 members 
Mstep: Class 5 contains 436 members 
Mstep: Class 6 contains 45797 members 
Mstep: Class 7 contains 1391 members 
Mstep: Class 8 contains 53594 members 
Mstep: Class 9 contains 2771 members 
Mstep: Class 10 contains 47940 members 
Mstep: Class 11 contains 46367 members 
Mstep: Class 12 contains 746 members 
Mstep: Class 13 contains 54098 members 
Mstep: Class 14 contains 30694 members 
Mstep: Class 15 contains 57025 members 
Mstep: Class 16 contains 47183 members 
Mstep: Class 17 contains 46072 members 
Mstep: Class 18 contains 481 members 
Mstep: Class 19 contains 44843 members 
Mstep: Class 20 contains 79109 members 
Entering Unmasked Estep 
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Iteration 51Q: 21 clusters Score -1.11152e+08 nChanged 9626
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 47598 members 
Mstep: Class 2 contains 957 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 9994 members 
Mstep: Class 5 contains 436 members 
Mstep: Class 6 contains 45697 members 
Mstep: Class 7 contains 1390 members 
Mstep: Class 8 contains 53410 members 
Mstep: Class 9 contains 2772 members 
Mstep: Class 10 contains 48021 members 
Mstep: Class 11 contains 46509 members 
Mstep: Class 12 contains 746 members 
Mstep: Class 13 contains 54562 members 
Mstep: Class 14 contains 30826 members 
Mstep: Class 15 contains 56335 members 
Mstep: Class 16 contains 47840 members 
Mstep: Class 17 contains 46140 members 
Mstep: Class 18 contains 483 members 
Mstep: Class 19 contains 44735 members 
Mstep: Class 20 contains 78618 members 
Entering Unmasked Estep 
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Iteration 52Q: 21 clusters Score -1.111531e+08 nChanged 8836
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 47452 members 
Mstep: Class 2 contains 956 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 10226 members 
Mstep: Class 5 contains 436 members 
Mstep: Class 6 contains 45639 members 
Mstep: Class 7 contains 1389 members 
Mstep: Class 8 contains 53334 members 
Mstep: Class 9 contains 2775 members 
Mstep: Class 10 contains 47983 members 
Mstep: Class 11 contains 46613 members 
Mstep: Class 12 contains 746 members 
Mstep: Class 13 contains 54967 members 
Mstep: Class 14 contains 30918 members 
Mstep: Class 15 contains 55746 members 
Mstep: Class 16 contains 48497 members 
Mstep: Class 17 contains 46247 members 
Mstep: Class 18 contains 485 members 
Mstep: Class 19 contains 44608 members 
Mstep: Class 20 contains 78052 members 
Entering Unmasked Estep 
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Iteration 53Q: 21 clusters Score -1.111532e+08 nChanged 8015
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 47396 members 
Mstep: Class 2 contains 956 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 10458 members 
Mstep: Class 5 contains 436 members 
Mstep: Class 6 contains 45720 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 53188 members 
Mstep: Class 9 contains 2776 members 
Mstep: Class 10 contains 47922 members 
Mstep: Class 11 contains 46701 members 
Mstep: Class 12 contains 746 members 
Mstep: Class 13 contains 55247 members 
Mstep: Class 14 contains 30995 members 
Mstep: Class 15 contains 55278 members 
Mstep: Class 16 contains 49122 members 
Mstep: Class 17 contains 46364 members 
Mstep: Class 18 contains 487 members 
Mstep: Class 19 contains 44538 members 
Mstep: Class 20 contains 77351 members 
Entering Unmasked Estep 
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Iteration 54Q: 21 clusters Score -1.111535e+08 nChanged 7382
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 47303 members 
Mstep: Class 2 contains 955 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 10729 members 
Mstep: Class 5 contains 436 members 
Mstep: Class 6 contains 45785 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 53098 members 
Mstep: Class 9 contains 2776 members 
Mstep: Class 10 contains 47966 members 
Mstep: Class 11 contains 46782 members 
Mstep: Class 12 contains 746 members 
Mstep: Class 13 contains 55473 members 
Mstep: Class 14 contains 31059 members 
Mstep: Class 15 contains 54941 members 
Mstep: Class 16 contains 49631 members 
Mstep: Class 17 contains 46456 members 
Mstep: Class 18 contains 488 members 
Mstep: Class 19 contains 44491 members 
Mstep: Class 20 contains 76566 members 
Entering Unmasked Estep 
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Iteration 55Q: 21 clusters Score -1.111537e+08 nChanged 6855
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 47188 members 
Mstep: Class 2 contains 956 members 
Mstep: Class 3 contains 770 members 
Mstep: Class 4 contains 10974 members 
Mstep: Class 5 contains 436 members 
Mstep: Class 6 contains 45860 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 53063 members 
Mstep: Class 9 contains 2777 members 
Mstep: Class 10 contains 47905 members 
Mstep: Class 11 contains 46842 members 
Mstep: Class 12 contains 746 members 
Mstep: Class 13 contains 55651 members 
Mstep: Class 14 contains 31114 members 
Mstep: Class 15 contains 54689 members 
Mstep: Class 16 contains 50061 members 
Mstep: Class 17 contains 46602 members 
Mstep: Class 18 contains 489 members 
Mstep: Class 19 contains 44455 members 
Mstep: Class 20 contains 75874 members 
Entering Unmasked Estep 
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Iteration 56Q: 21 clusters Score -1.111541e+08 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 47097 members 
Mstep: Class 2 contains 956 members 
Mstep: Class 3 contains 770 members 
Mstep: Class 4 contains 11193 members 
Mstep: Class 5 contains 436 members 
Mstep: Class 6 contains 45904 members 
Mstep: Class 7 contains 1389 members 
Mstep: Class 8 contains 53131 members 
Mstep: Class 9 contains 2779 members 
Mstep: Class 10 contains 47812 members 
Mstep: Class 11 contains 46896 members 
Mstep: Class 12 contains 746 members 
Mstep: Class 13 contains 55899 members 
Mstep: Class 14 contains 31190 members 
Mstep: Class 15 contains 54456 members 
Mstep: Class 16 contains 50512 members 
Mstep: Class 17 contains 46679 members 
Mstep: Class 18 contains 490 members 
Mstep: Class 19 contains 44416 members 
Mstep: Class 20 contains 75089 members 
Entering Unmasked Estep 
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Iteration 57Q: 21 clusters Score -1.111547e+08 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 46950 members 
Mstep: Class 2 contains 957 members 
Mstep: Class 3 contains 770 members 
Mstep: Class 4 contains 11431 members 
Mstep: Class 5 contains 436 members 
Mstep: Class 6 contains 45937 members 
Mstep: Class 7 contains 1390 members 
Mstep: Class 8 contains 53174 members 
Mstep: Class 9 contains 2782 members 
Mstep: Class 10 contains 47763 members 
Mstep: Class 11 contains 46935 members 
Mstep: Class 12 contains 746 members 
Mstep: Class 13 contains 56106 members 
Mstep: Class 14 contains 31239 members 
Mstep: Class 15 contains 54220 members 
Mstep: Class 16 contains 50960 members 
Mstep: Class 17 contains 46816 members 
Mstep: Class 18 contains 493 members 
Mstep: Class 19 contains 44412 members 
Mstep: Class 20 contains 74323 members 
Entering Unmasked Estep 
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Iteration 58Q: 21 clusters Score -1.111548e+08 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 46818 members 
Mstep: Class 2 contains 957 members 
Mstep: Class 3 contains 770 members 
Mstep: Class 4 contains 11681 members 
Mstep: Class 5 contains 436 members 
Mstep: Class 6 contains 45940 members 
Mstep: Class 7 contains 1388 members 
Mstep: Class 8 contains 53169 members 
Mstep: Class 9 contains 2782 members 
Mstep: Class 10 contains 47752 members 
Mstep: Class 11 contains 46964 members 
Mstep: Class 12 contains 746 members 
Mstep: Class 13 contains 56360 members 
Mstep: Class 14 contains 31283 members 
Mstep: Class 15 contains 54034 members 
Mstep: Class 16 contains 51542 members 
Mstep: Class 17 contains 46871 members 
Mstep: Class 18 contains 494 members 
Mstep: Class 19 contains 44411 members 
Mstep: Class 20 contains 73442 members 
Entering Unmasked Estep 
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Iteration 59Q: 21 clusters Score -1.111541e+08 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 46678 members 
Mstep: Class 2 contains 957 members 
Mstep: Class 3 contains 770 members 
Mstep: Class 4 contains 11906 members 
Mstep: Class 5 contains 436 members 
Mstep: Class 6 contains 46022 members 
Mstep: Class 7 contains 1386 members 
Mstep: Class 8 contains 53124 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 47774 members 
Mstep: Class 11 contains 46953 members 
Mstep: Class 12 contains 746 members 
Mstep: Class 13 contains 56537 members 
Mstep: Class 14 contains 31333 members 
Mstep: Class 15 contains 53914 members 
Mstep: Class 16 contains 52126 members 
Mstep: Class 17 contains 46941 members 
Mstep: Class 18 contains 495 members 
Mstep: Class 19 contains 44469 members 
Mstep: Class 20 contains 72490 members 
Entering Unmasked Estep 
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Iteration 60F: 21 clusters Score -1.111615e+08 nChanged 13549
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 42716 members 
Mstep: Class 2 contains 957 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 12131 members 
Mstep: Class 5 contains 442 members 
Mstep: Class 6 contains 46064 members 
Mstep: Class 7 contains 1385 members 
Mstep: Class 8 contains 52908 members 
Mstep: Class 9 contains 2785 members 
Mstep: Class 10 contains 46601 members 
Mstep: Class 11 contains 46834 members 
Mstep: Class 12 contains 745 members 
Mstep: Class 13 contains 56185 members 
Mstep: Class 14 contains 31258 members 
Mstep: Class 15 contains 53655 members 
Mstep: Class 16 contains 52678 members 
Mstep: Class 17 contains 46365 members 
Mstep: Class 18 contains 504 members 
Mstep: Class 19 contains 43502 members 
Mstep: Class 20 contains 79362 members 
Entering Unmasked Estep 
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Iteration 61Q: 21 clusters Score -1.111573e+08 nChanged 12212
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 955 members 
Mstep: Class 3 contains 770 members 
Mstep: Class 4 contains 12422 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 45936 members 
Mstep: Class 7 contains 1384 members 
Mstep: Class 8 contains 52675 members 
Mstep: Class 9 contains 2785 members 
Mstep: Class 10 contains 46449 members 
Mstep: Class 11 contains 46889 members 
Mstep: Class 12 contains 746 members 
Mstep: Class 13 contains 56239 members 
Mstep: Class 14 contains 31379 members 
Mstep: Class 15 contains 53452 members 
Mstep: Class 16 contains 53028 members 
Mstep: Class 17 contains 46052 members 
Mstep: Class 18 contains 511 members 
Mstep: Class 19 contains 43430 members 
Mstep: Class 20 contains 79549 members 
Entering Unmasked Estep 
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Iteration 62Q: 21 clusters Score -1.111565e+08 nChanged 9684
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 12750 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 45796 members 
Mstep: Class 7 contains 1385 members 
Mstep: Class 8 contains 52542 members 
Mstep: Class 9 contains 2786 members 
Mstep: Class 10 contains 46297 members 
Mstep: Class 11 contains 46910 members 
Mstep: Class 12 contains 746 members 
Mstep: Class 13 contains 56350 members 
Mstep: Class 14 contains 31477 members 
Mstep: Class 15 contains 53263 members 
Mstep: Class 16 contains 53040 members 
Mstep: Class 17 contains 45847 members 
Mstep: Class 18 contains 520 members 
Mstep: Class 19 contains 43426 members 
Mstep: Class 20 contains 79172 members 
Entering Unmasked Estep 
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Iteration 63Q: 21 clusters Score -1.111566e+08 nChanged 8106
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 13140 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 45788 members 
Mstep: Class 7 contains 1380 members 
Mstep: Class 8 contains 52470 members 
Mstep: Class 9 contains 2788 members 
Mstep: Class 10 contains 46205 members 
Mstep: Class 11 contains 46905 members 
Mstep: Class 12 contains 746 members 
Mstep: Class 13 contains 56367 members 
Mstep: Class 14 contains 31578 members 
Mstep: Class 15 contains 53107 members 
Mstep: Class 16 contains 52809 members 
Mstep: Class 17 contains 45802 members 
Mstep: Class 18 contains 537 members 
Mstep: Class 19 contains 43434 members 
Mstep: Class 20 contains 78649 members 
Entering Unmasked Estep 
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Iteration 64Q: 21 clusters Score -1.111572e+08 nChanged 7056
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 44537 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 13542 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 45760 members 
Mstep: Class 7 contains 1379 members 
Mstep: Class 8 contains 52350 members 
Mstep: Class 9 contains 2790 members 
Mstep: Class 10 contains 46188 members 
Mstep: Class 11 contains 46861 members 
Mstep: Class 12 contains 746 members 
Mstep: Class 13 contains 56410 members 
Mstep: Class 14 contains 31665 members 
Mstep: Class 15 contains 53018 members 
Mstep: Class 16 contains 52506 members 
Mstep: Class 17 contains 45724 members 
Mstep: Class 18 contains 552 members 
Mstep: Class 19 contains 43494 members 
Mstep: Class 20 contains 78160 members 
Entering Unmasked Estep 
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Iteration 65Q: 21 clusters Score -1.111582e+08 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 953 members 
Mstep: Class 3 contains 776 members 
Mstep: Class 4 contains 14006 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 45824 members 
Mstep: Class 7 contains 1378 members 
Mstep: Class 8 contains 52265 members 
Mstep: Class 9 contains 2790 members 
Mstep: Class 10 contains 46224 members 
Mstep: Class 11 contains 46857 members 
Mstep: Class 12 contains 740 members 
Mstep: Class 13 contains 56414 members 
Mstep: Class 14 contains 31749 members 
Mstep: Class 15 contains 52931 members 
Mstep: Class 16 contains 52072 members 
Mstep: Class 17 contains 45748 members 
Mstep: Class 18 contains 559 members 
Mstep: Class 19 contains 43529 members 
Mstep: Class 20 contains 77580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158608.000000 Penalty: 66136.937500
Iteration 66Q: 21 clusters Score -1.111586e+08 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 45268 members 
Mstep: Class 2 contains 953 members 
Mstep: Class 3 contains 783 members 
Mstep: Class 4 contains 14468 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 45889 members 
Mstep: Class 7 contains 1378 members 
Mstep: Class 8 contains 52213 members 
Mstep: Class 9 contains 2790 members 
Mstep: Class 10 contains 46318 members 
Mstep: Class 11 contains 46848 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 56382 members 
Mstep: Class 14 contains 31847 members 
Mstep: Class 15 contains 52853 members 
Mstep: Class 16 contains 51625 members 
Mstep: Class 17 contains 45817 members 
Mstep: Class 18 contains 559 members 
Mstep: Class 19 contains 43559 members 
Mstep: Class 20 contains 77121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111159088.000000 Penalty: 66136.937500
Iteration 67Q: 21 clusters Score -1.111591e+08 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 45489 members 
Mstep: Class 2 contains 953 members 
Mstep: Class 3 contains 783 members 
Mstep: Class 4 contains 14956 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 45945 members 
Mstep: Class 7 contains 1377 members 
Mstep: Class 8 contains 52169 members 
Mstep: Class 9 contains 2789 members 
Mstep: Class 10 contains 46422 members 
Mstep: Class 11 contains 46857 members 
Mstep: Class 12 contains 734 members 
Mstep: Class 13 contains 56349 members 
Mstep: Class 14 contains 31932 members 
Mstep: Class 15 contains 52768 members 
Mstep: Class 16 contains 51258 members 
Mstep: Class 17 contains 45929 members 
Mstep: Class 18 contains 562 members 
Mstep: Class 19 contains 43578 members 
Mstep: Class 20 contains 76555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111159352.000000 Penalty: 66136.937500
Iteration 68Q: 21 clusters Score -1.111594e+08 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 45563 members 
Mstep: Class 2 contains 954 members 
Mstep: Class 3 contains 780 members 
Mstep: Class 4 contains 15466 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 45928 members 
Mstep: Class 7 contains 1373 members 
Mstep: Class 8 contains 52186 members 
Mstep: Class 9 contains 2790 members 
Mstep: Class 10 contains 46544 members 
Mstep: Class 11 contains 46909 members 
Mstep: Class 12 contains 736 members 
Mstep: Class 13 contains 56351 members 
Mstep: Class 14 contains 32002 members 
Mstep: Class 15 contains 52680 members 
Mstep: Class 16 contains 50927 members 
Mstep: Class 17 contains 45966 members 
Mstep: Class 18 contains 565 members 
Mstep: Class 19 contains 43601 members 
Mstep: Class 20 contains 76084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111159872.000000 Penalty: 66136.937500
Iteration 69Q: 21 clusters Score -1.111599e+08 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 953 members 
Mstep: Class 3 contains 775 members 
Mstep: Class 4 contains 15987 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 45929 members 
Mstep: Class 7 contains 1373 members 
Mstep: Class 8 contains 52204 members 
Mstep: Class 9 contains 2795 members 
Mstep: Class 10 contains 46700 members 
Mstep: Class 11 contains 46973 members 
Mstep: Class 12 contains 742 members 
Mstep: Class 13 contains 56338 members 
Mstep: Class 14 contains 32057 members 
Mstep: Class 15 contains 52662 members 
Mstep: Class 16 contains 50627 members 
Mstep: Class 17 contains 45960 members 
Mstep: Class 18 contains 567 members 
Mstep: Class 19 contains 43668 members 
Mstep: Class 20 contains 75558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111160512.000000 Penalty: 66136.937500
Iteration 70Q: 21 clusters Score -1.111605e+08 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 45439 members 
Mstep: Class 2 contains 955 members 
Mstep: Class 3 contains 771 members 
Mstep: Class 4 contains 16517 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 45958 members 
Mstep: Class 7 contains 1373 members 
Mstep: Class 8 contains 52220 members 
Mstep: Class 9 contains 2798 members 
Mstep: Class 10 contains 46810 members 
Mstep: Class 11 contains 46992 members 
Mstep: Class 12 contains 744 members 
Mstep: Class 13 contains 56355 members 
Mstep: Class 14 contains 32108 members 
Mstep: Class 15 contains 52663 members 
Mstep: Class 16 contains 50335 members 
Mstep: Class 17 contains 45985 members 
Mstep: Class 18 contains 567 members 
Mstep: Class 19 contains 43755 members 
Mstep: Class 20 contains 75060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161048.000000 Penalty: 66136.937500
Iteration 71Q: 21 clusters Score -1.11161e+08 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 45306 members 
Mstep: Class 2 contains 957 members 
Mstep: Class 3 contains 766 members 
Mstep: Class 4 contains 17057 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 45986 members 
Mstep: Class 7 contains 1374 members 
Mstep: Class 8 contains 52256 members 
Mstep: Class 9 contains 2800 members 
Mstep: Class 10 contains 46917 members 
Mstep: Class 11 contains 47046 members 
Mstep: Class 12 contains 748 members 
Mstep: Class 13 contains 56314 members 
Mstep: Class 14 contains 32200 members 
Mstep: Class 15 contains 52649 members 
Mstep: Class 16 contains 50088 members 
Mstep: Class 17 contains 46015 members 
Mstep: Class 18 contains 567 members 
Mstep: Class 19 contains 43853 members 
Mstep: Class 20 contains 74506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161440.000000 Penalty: 66136.937500
Iteration 72Q: 21 clusters Score -1.111614e+08 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 959 members 
Mstep: Class 3 contains 756 members 
Mstep: Class 4 contains 17654 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 46042 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 52316 members 
Mstep: Class 9 contains 2803 members 
Mstep: Class 10 contains 46929 members 
Mstep: Class 11 contains 47106 members 
Mstep: Class 12 contains 756 members 
Mstep: Class 13 contains 56285 members 
Mstep: Class 14 contains 32265 members 
Mstep: Class 15 contains 52594 members 
Mstep: Class 16 contains 49909 members 
Mstep: Class 17 contains 46053 members 
Mstep: Class 18 contains 567 members 
Mstep: Class 19 contains 43916 members 
Mstep: Class 20 contains 74015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161672.000000 Penalty: 66136.937500
Iteration 73Q: 21 clusters Score -1.111617e+08 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 45031 members 
Mstep: Class 2 contains 961 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 4 contains 18299 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 46063 members 
Mstep: Class 7 contains 1374 members 
Mstep: Class 8 contains 52321 members 
Mstep: Class 9 contains 2802 members 
Mstep: Class 10 contains 46954 members 
Mstep: Class 11 contains 47141 members 
Mstep: Class 12 contains 760 members 
Mstep: Class 13 contains 56285 members 
Mstep: Class 14 contains 32335 members 
Mstep: Class 15 contains 52593 members 
Mstep: Class 16 contains 49709 members 
Mstep: Class 17 contains 46114 members 
Mstep: Class 18 contains 569 members 
Mstep: Class 19 contains 43975 members 
Mstep: Class 20 contains 73368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161992.000000 Penalty: 66136.937500
Iteration 74Q: 21 clusters Score -1.11162e+08 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 955 members 
Mstep: Class 3 contains 753 members 
Mstep: Class 4 contains 18986 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 46042 members 
Mstep: Class 7 contains 1373 members 
Mstep: Class 8 contains 52351 members 
Mstep: Class 9 contains 2805 members 
Mstep: Class 10 contains 46961 members 
Mstep: Class 11 contains 47194 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 56251 members 
Mstep: Class 14 contains 32410 members 
Mstep: Class 15 contains 52589 members 
Mstep: Class 16 contains 49601 members 
Mstep: Class 17 contains 46165 members 
Mstep: Class 18 contains 569 members 
Mstep: Class 19 contains 44014 members 
Mstep: Class 20 contains 72694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111162400.000000 Penalty: 66136.937500
Iteration 75Q: 21 clusters Score -1.111624e+08 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 949 members 
Mstep: Class 3 contains 757 members 
Mstep: Class 4 contains 19702 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 46035 members 
Mstep: Class 7 contains 1374 members 
Mstep: Class 8 contains 52364 members 
Mstep: Class 9 contains 2803 members 
Mstep: Class 10 contains 46989 members 
Mstep: Class 11 contains 47243 members 
Mstep: Class 12 contains 767 members 
Mstep: Class 13 contains 56240 members 
Mstep: Class 14 contains 32496 members 
Mstep: Class 15 contains 52581 members 
Mstep: Class 16 contains 49585 members 
Mstep: Class 17 contains 46229 members 
Mstep: Class 18 contains 571 members 
Mstep: Class 19 contains 44020 members 
Mstep: Class 20 contains 71961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111162792.000000 Penalty: 66136.937500
Iteration 76Q: 21 clusters Score -1.111628e+08 nChanged 5348
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 44560 members 
Mstep: Class 2 contains 947 members 
Mstep: Class 3 contains 759 members 
Mstep: Class 4 contains 20412 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 46012 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 52358 members 
Mstep: Class 9 contains 2802 members 
Mstep: Class 10 contains 47036 members 
Mstep: Class 11 contains 47260 members 
Mstep: Class 12 contains 770 members 
Mstep: Class 13 contains 56253 members 
Mstep: Class 14 contains 32573 members 
Mstep: Class 15 contains 52552 members 
Mstep: Class 16 contains 49607 members 
Mstep: Class 17 contains 46303 members 
Mstep: Class 18 contains 571 members 
Mstep: Class 19 contains 44018 members 
Mstep: Class 20 contains 71237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111163064.000000 Penalty: 66136.937500
Iteration 77Q: 21 clusters Score -1.111631e+08 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 44412 members 
Mstep: Class 2 contains 947 members 
Mstep: Class 3 contains 755 members 
Mstep: Class 4 contains 21207 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 46007 members 
Mstep: Class 7 contains 1375 members 
Mstep: Class 8 contains 52380 members 
Mstep: Class 9 contains 2806 members 
Mstep: Class 10 contains 47076 members 
Mstep: Class 11 contains 47267 members 
Mstep: Class 12 contains 774 members 
Mstep: Class 13 contains 56232 members 
Mstep: Class 14 contains 32673 members 
Mstep: Class 15 contains 52548 members 
Mstep: Class 16 contains 49643 members 
Mstep: Class 17 contains 46321 members 
Mstep: Class 18 contains 571 members 
Mstep: Class 19 contains 44018 members 
Mstep: Class 20 contains 70393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111162640.000000 Penalty: 66136.937500
Iteration 78Q: 21 clusters Score -1.111626e+08 nChanged 5698
Entering ConstructFrom: 
Score: -111162640.000000 Penalty: 66136.937500
Entering ConstructFrom: 
Trying to split cluster 1 (44364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44364 members 
Entering Unmasked Estep 
Score: -8111441.500000 Penalty: 2653.645508
	Iteration 0F: 2 clusters Score -8111442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -8082266.000000 Penalty: 5307.291016
	Iteration 0F: 3 clusters Score -8082266 nChanged 20298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -8093465.000000 Penalty: 5307.291016
	Iteration 1F: 3 clusters Score -8093465 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -8094136.500000 Penalty: 5307.291016
	Iteration 2Q: 3 clusters Score -8094136 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 22155 members 
Entering Unmasked Estep 
Score: -8094834.000000 Penalty: 5307.291016
	Iteration 3Q: 3 clusters Score -8094834 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -8095663.500000 Penalty: 5307.291016
	Iteration 4Q: 3 clusters Score -8095664 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -8096685.500000 Penalty: 5307.291016
	Iteration 5Q: 3 clusters Score -8096686 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -8098079.500000 Penalty: 5307.291016
	Iteration 6F: 3 clusters Score -8098080 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -8099816.500000 Penalty: 5307.291016
	Iteration 7F: 3 clusters Score -8099816 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -8101853.000000 Penalty: 5307.291016
	Iteration 8F: 3 clusters Score -8101853 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -8103353.500000 Penalty: 5307.291016
	Iteration 9F: 3 clusters Score -8103354 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -8104150.000000 Penalty: 5307.291016
	Iteration 10Q: 3 clusters Score -8104150 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -8104517.000000 Penalty: 5307.291016
	Iteration 11Q: 3 clusters Score -8104517 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -8104743.500000 Penalty: 5307.291016
	Iteration 12Q: 3 clusters Score -8104744 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -8104896.000000 Penalty: 5307.291016
	Iteration 13Q: 3 clusters Score -8104896 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -8105013.500000 Penalty: 5307.291016
	Iteration 14Q: 3 clusters Score -8105014 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -8105150.000000 Penalty: 5307.291016
	Iteration 15Q: 3 clusters Score -8105150 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -8105270.500000 Penalty: 5307.291016
	Iteration 16Q: 3 clusters Score -8105270 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -8105413.500000 Penalty: 5307.291016
	Iteration 17Q: 3 clusters Score -8105414 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -8105475.500000 Penalty: 5307.291016
	Iteration 18Q: 3 clusters Score -8105476 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -8105528.500000 Penalty: 5307.291016
	Iteration 19Q: 3 clusters Score -8105528 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -8105628.000000 Penalty: 5307.291016
	Iteration 20F: 3 clusters Score -8105628 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -8105680.500000 Penalty: 5307.291016
	Iteration 21Q: 3 clusters Score -8105680 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -8105712.500000 Penalty: 5307.291016
	Iteration 22Q: 3 clusters Score -8105712 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -8105768.000000 Penalty: 5307.291016
	Iteration 23Q: 3 clusters Score -8105768 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -8105791.500000 Penalty: 5307.291016
	Iteration 24Q: 3 clusters Score -8105792 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -8105837.000000 Penalty: 5307.291016
	Iteration 25Q: 3 clusters Score -8105837 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -8105890.000000 Penalty: 5307.291016
	Iteration 26Q: 3 clusters Score -8105890 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -8105932.000000 Penalty: 5307.291016
	Iteration 27Q: 3 clusters Score -8105932 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -8105982.500000 Penalty: 5307.291016
	Iteration 28Q: 3 clusters Score -8105982 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -8106050.500000 Penalty: 5307.291016
	Iteration 29Q: 3 clusters Score -8106050 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -8106070.500000 Penalty: 5307.291016
	Iteration 30Q: 3 clusters Score -8106070 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -8106087.500000 Penalty: 5307.291016
	Iteration 31Q: 3 clusters Score -8106088 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -8106118.000000 Penalty: 5307.291016
	Iteration 32Q: 3 clusters Score -8106118 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -8106125.000000 Penalty: 5307.291016
	Iteration 33Q: 3 clusters Score -8106125 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -8106159.500000 Penalty: 5307.291016
	Iteration 34Q: 3 clusters Score -8106160 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -8106192.500000 Penalty: 5307.291016
	Iteration 35Q: 3 clusters Score -8106192 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -8106197.500000 Penalty: 5307.291016
	Iteration 36Q: 3 clusters Score -8106198 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -8106223.000000 Penalty: 5307.291016
	Iteration 37Q: 3 clusters Score -8106223 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -8106222.500000 Penalty: 5307.291016
	Iteration 38Q: 3 clusters Score -8106222 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -8106250.000000 Penalty: 5307.291016
	Iteration 39Q: 3 clusters Score -8106250 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -8106280.000000 Penalty: 5307.291016
	Iteration 40F: 3 clusters Score -8106280 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -8106307.500000 Penalty: 5307.291016
	Iteration 41Q: 3 clusters Score -8106308 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -8106323.500000 Penalty: 5307.291016
	Iteration 42Q: 3 clusters Score -8106324 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -8106344.500000 Penalty: 5307.291016
	Iteration 43Q: 3 clusters Score -8106344 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -8106347.500000 Penalty: 5307.291016
	Iteration 44Q: 3 clusters Score -8106348 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -8106387.000000 Penalty: 5307.291016
	Iteration 45Q: 3 clusters Score -8106387 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -8106411.500000 Penalty: 5307.291016
	Iteration 46Q: 3 clusters Score -8106412 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -8106430.000000 Penalty: 5307.291016
	Iteration 47Q: 3 clusters Score -8106430 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -8106430.000000 Penalty: 5307.291016
	Iteration 48Q: 3 clusters Score -8106430 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -8106443.000000 Penalty: 5307.291016
	Iteration 49Q: 3 clusters Score -8106443 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -8106449.500000 Penalty: 5307.291016
	Iteration 50Q: 3 clusters Score -8106450 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -8106462.000000 Penalty: 5307.291016
	Iteration 51Q: 3 clusters Score -8106462 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22611 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -8106451.000000 Penalty: 5307.291016
	Iteration 52Q: 3 clusters Score -8106451 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -8106475.000000 Penalty: 5307.291016
	Iteration 53Q: 3 clusters Score -8106475 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -8106520.500000 Penalty: 5307.291016
	Iteration 54Q: 3 clusters Score -8106520 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -8106531.000000 Penalty: 5307.291016
	Iteration 55Q: 3 clusters Score -8106531 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -8106536.500000 Penalty: 5307.291016
	Iteration 56Q: 3 clusters Score -8106536 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -8106568.500000 Penalty: 5307.291016
	Iteration 57Q: 3 clusters Score -8106568 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -8106585.500000 Penalty: 5307.291016
	Iteration 58Q: 3 clusters Score -8106586 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -8106622.000000 Penalty: 5307.291016
	Iteration 59Q: 3 clusters Score -8106622 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22800 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -8106615.500000 Penalty: 5307.291016
	Iteration 60F: 3 clusters Score -8106616 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -8106620.500000 Penalty: 5307.291016
	Iteration 61Q: 3 clusters Score -8106620 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -8106626.000000 Penalty: 5307.291016
	Iteration 62Q: 3 clusters Score -8106626 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -8106641.500000 Penalty: 5307.291016
	Iteration 63Q: 3 clusters Score -8106642 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -8106662.500000 Penalty: 5307.291016
	Iteration 64Q: 3 clusters Score -8106662 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -8106684.000000 Penalty: 5307.291016
	Iteration 65Q: 3 clusters Score -8106684 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -8106681.500000 Penalty: 5307.291016
	Iteration 66Q: 3 clusters Score -8106682 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -8106689.500000 Penalty: 5307.291016
	Iteration 67Q: 3 clusters Score -8106690 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -8106697.500000 Penalty: 5307.291016
	Iteration 68Q: 3 clusters Score -8106698 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22899 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -8106706.000000 Penalty: 5307.291016
	Iteration 69Q: 3 clusters Score -8106706 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -8106692.500000 Penalty: 5307.291016
	Iteration 70Q: 3 clusters Score -8106692 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -8106715.500000 Penalty: 5307.291016
	Iteration 71Q: 3 clusters Score -8106716 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -8106720.000000 Penalty: 5307.291016
	Iteration 72Q: 3 clusters Score -8106720 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -8106725.000000 Penalty: 5307.291016
	Iteration 73Q: 3 clusters Score -8106725 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -8106736.000000 Penalty: 5307.291016
	Iteration 74Q: 3 clusters Score -8106736 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -8106735.000000 Penalty: 5307.291016
	Iteration 75Q: 3 clusters Score -8106735 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -8106751.000000 Penalty: 5307.291016
	Iteration 76Q: 3 clusters Score -8106751 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -8106737.000000 Penalty: 5307.291016
	Iteration 77Q: 3 clusters Score -8106737 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -8106739.000000 Penalty: 5307.291016
	Iteration 78Q: 3 clusters Score -8106739 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -8106741.000000 Penalty: 5307.291016
	Iteration 79Q: 3 clusters Score -8106741 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -8106743.500000 Penalty: 5307.291016
	Iteration 80F: 3 clusters Score -8106744 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -8106749.500000 Penalty: 5307.291016
	Iteration 81Q: 3 clusters Score -8106750 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -8106757.500000 Penalty: 5307.291016
	Iteration 82Q: 3 clusters Score -8106758 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -8106765.000000 Penalty: 5307.291016
	Iteration 83Q: 3 clusters Score -8106765 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -8106765.500000 Penalty: 5307.291016
	Iteration 84Q: 3 clusters Score -8106766 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -8106771.500000 Penalty: 5307.291016
	Iteration 85Q: 3 clusters Score -8106772 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -8106776.000000 Penalty: 5307.291016
	Iteration 86Q: 3 clusters Score -8106776 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -8106767.500000 Penalty: 5307.291016
	Iteration 87Q: 3 clusters Score -8106768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -8106767.000000 Penalty: 5307.291016
	Iteration 88Q: 3 clusters Score -8106767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -8106771.000000 Penalty: 5307.291016
	Iteration 89Q: 3 clusters Score -8106771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -8106763.000000 Penalty: 5307.291016
	Iteration 90Q: 3 clusters Score -8106763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -8106769.500000 Penalty: 5307.291016
	Iteration 91Q: 3 clusters Score -8106770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -8106776.000000 Penalty: 5307.291016
	Iteration 92Q: 3 clusters Score -8106776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -8106773.000000 Penalty: 5307.291016
	Iteration 93Q: 3 clusters Score -8106773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -8106778.000000 Penalty: 5307.291016
	Iteration 94Q: 3 clusters Score -8106778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -8106780.500000 Penalty: 5307.291016
	Iteration 95Q: 3 clusters Score -8106780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -8106780.500000 Penalty: 5307.291016
	Iteration 96F: 3 clusters Score -8106780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Entering Unmasked Estep 
Score: -144026.765625 Penalty: 1700.141357
	Iteration 0F: 2 clusters Score -144026.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -142206.578125 Penalty: 3400.282715
	Iteration 0F: 3 clusters Score -142206.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -142697.406250 Penalty: 3400.282715
	Iteration 1F: 3 clusters Score -142697.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -142961.484375 Penalty: 3400.282715
	Iteration 2F: 3 clusters Score -142961.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -143224.187500 Penalty: 3400.282715
	Iteration 3F: 3 clusters Score -143224.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -143555.593750 Penalty: 3400.282715
	Iteration 4F: 3 clusters Score -143555.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -143834.031250 Penalty: 3400.282715
	Iteration 5F: 3 clusters Score -143834 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -143941.468750 Penalty: 3400.282715
	Iteration 6Q: 3 clusters Score -143941.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -143987.515625 Penalty: 3400.282715
	Iteration 7Q: 3 clusters Score -143987.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -144023.140625 Penalty: 3400.282715
	Iteration 8Q: 3 clusters Score -144023.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -144039.406250 Penalty: 3400.282715
	Iteration 9Q: 3 clusters Score -144039.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -144044.484375 Penalty: 3400.282715
	Iteration 10Q: 3 clusters Score -144044.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -144049.828125 Penalty: 3400.282715
	Iteration 11Q: 3 clusters Score -144049.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -144051.890625 Penalty: 3400.282715
	Iteration 12Q: 3 clusters Score -144051.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -144051.890625 Penalty: 3400.282715
	Iteration 13F: 3 clusters Score -144051.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 605 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 22038 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 46011 members 
Mstep: Class 7 contains 1373 members 
Mstep: Class 8 contains 52426 members 
Mstep: Class 9 contains 2806 members 
Mstep: Class 10 contains 47051 members 
Mstep: Class 11 contains 47246 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 56209 members 
Mstep: Class 14 contains 32743 members 
Mstep: Class 15 contains 52499 members 
Mstep: Class 16 contains 49729 members 
Mstep: Class 17 contains 46369 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 43996 members 
Mstep: Class 20 contains 69494 members 
Mstep: Class 21 contains 344 members 
Entering Unmasked Estep 
Score: -111160872.000000 Penalty: 69443.789062
Splitting cluster 2 changes total score from -111162640.000000 to -111160872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Entering Unmasked Estep 
Score: -103954.984375 Penalty: 1643.097290
	Iteration 0F: 2 clusters Score -103955 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 368 members 
Entering Unmasked Estep 
Score: -102356.695312 Penalty: 3286.194580
	Iteration 0F: 3 clusters Score -102356.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -102879.531250 Penalty: 3286.194580
	Iteration 1F: 3 clusters Score -102879.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -103185.187500 Penalty: 3286.194580
	Iteration 2F: 3 clusters Score -103185.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -103389.601562 Penalty: 3286.194580
	Iteration 3F: 3 clusters Score -103389.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -103498.804688 Penalty: 3286.194580
	Iteration 4Q: 3 clusters Score -103498.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -103574.710938 Penalty: 3286.194580
	Iteration 5Q: 3 clusters Score -103574.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -103649.539062 Penalty: 3286.194580
	Iteration 6Q: 3 clusters Score -103649.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -103678.500000 Penalty: 3286.194580
	Iteration 7Q: 3 clusters Score -103678.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -103698.468750 Penalty: 3286.194580
	Iteration 8Q: 3 clusters Score -103698.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -103728.226562 Penalty: 3286.194580
	Iteration 9Q: 3 clusters Score -103728.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -103762.617188 Penalty: 3286.194580
	Iteration 10Q: 3 clusters Score -103762.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -103782.046875 Penalty: 3286.194580
	Iteration 11Q: 3 clusters Score -103782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -103802.421875 Penalty: 3286.194580
	Iteration 12Q: 3 clusters Score -103802.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -103821.679688 Penalty: 3286.194580
	Iteration 13Q: 3 clusters Score -103821.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -103840.328125 Penalty: 3286.194580
	Iteration 14Q: 3 clusters Score -103840.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -103865.882812 Penalty: 3286.194580
	Iteration 15Q: 3 clusters Score -103865.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -103873.234375 Penalty: 3286.194580
	Iteration 16Q: 3 clusters Score -103873.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -103885.210938 Penalty: 3286.194580
	Iteration 17F: 3 clusters Score -103885.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -103896.000000 Penalty: 3286.194580
	Iteration 18Q: 3 clusters Score -103896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -103899.859375 Penalty: 3286.194580
	Iteration 19Q: 3 clusters Score -103899.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -103899.859375 Penalty: 3286.194580
	Iteration 20F: 3 clusters Score -103899.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (22038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Entering Unmasked Estep 
Score: -4004456.500000 Penalty: 2480.129883
	Iteration 0F: 2 clusters Score -4004456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -3988964.000000 Penalty: 4960.259766
	Iteration 0F: 3 clusters Score -3988964 nChanged 9821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -3994186.750000 Penalty: 4960.259766
	Iteration 1F: 3 clusters Score -3994187 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -3994530.750000 Penalty: 4960.259766
	Iteration 2Q: 3 clusters Score -3994531 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -3994801.750000 Penalty: 4960.259766
	Iteration 3Q: 3 clusters Score -3994802 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -3995040.000000 Penalty: 4960.259766
	Iteration 4Q: 3 clusters Score -3995040 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -3995255.250000 Penalty: 4960.259766
	Iteration 5Q: 3 clusters Score -3995255 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -3995458.750000 Penalty: 4960.259766
	Iteration 6Q: 3 clusters Score -3995459 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -3995672.250000 Penalty: 4960.259766
	Iteration 7Q: 3 clusters Score -3995672 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -3995904.500000 Penalty: 4960.259766
	Iteration 8Q: 3 clusters Score -3995904 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -3996193.500000 Penalty: 4960.259766
	Iteration 9Q: 3 clusters Score -3996194 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -3996540.750000 Penalty: 4960.259766
	Iteration 10Q: 3 clusters Score -3996541 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -3996971.000000 Penalty: 4960.259766
	Iteration 11Q: 3 clusters Score -3996971 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -3997538.250000 Penalty: 4960.259766
	Iteration 12Q: 3 clusters Score -3997538 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -3998219.250000 Penalty: 4960.259766
	Iteration 13Q: 3 clusters Score -3998219 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -3999069.000000 Penalty: 4960.259766
	Iteration 14Q: 3 clusters Score -3999069 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -3999923.000000 Penalty: 4960.259766
	Iteration 15Q: 3 clusters Score -3999923 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -4000761.250000 Penalty: 4960.259766
	Iteration 16Q: 3 clusters Score -4000761 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -4001290.500000 Penalty: 4960.259766
	Iteration 17Q: 3 clusters Score -4001290 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -4001574.750000 Penalty: 4960.259766
	Iteration 18Q: 3 clusters Score -4001575 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -4001724.000000 Penalty: 4960.259766
	Iteration 19Q: 3 clusters Score -4001724 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -4001800.500000 Penalty: 4960.259766
	Iteration 20F: 3 clusters Score -4001800 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -4001863.000000 Penalty: 4960.259766
	Iteration 21Q: 3 clusters Score -4001863 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -4001922.750000 Penalty: 4960.259766
	Iteration 22Q: 3 clusters Score -4001923 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -4001952.500000 Penalty: 4960.259766
	Iteration 23Q: 3 clusters Score -4001952 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -4001985.000000 Penalty: 4960.259766
	Iteration 24Q: 3 clusters Score -4001985 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -4001998.500000 Penalty: 4960.259766
	Iteration 25Q: 3 clusters Score -4001998 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -4002016.750000 Penalty: 4960.259766
	Iteration 26Q: 3 clusters Score -4002017 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -4002034.500000 Penalty: 4960.259766
	Iteration 27Q: 3 clusters Score -4002034 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -4002043.250000 Penalty: 4960.259766
	Iteration 28Q: 3 clusters Score -4002043 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -4002045.500000 Penalty: 4960.259766
	Iteration 29Q: 3 clusters Score -4002046 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -4002058.000000 Penalty: 4960.259766
	Iteration 30Q: 3 clusters Score -4002058 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -4002060.500000 Penalty: 4960.259766
	Iteration 31Q: 3 clusters Score -4002060 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -4002075.250000 Penalty: 4960.259766
	Iteration 32Q: 3 clusters Score -4002075 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -4002088.750000 Penalty: 4960.259766
	Iteration 33Q: 3 clusters Score -4002089 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -4002109.250000 Penalty: 4960.259766
	Iteration 34Q: 3 clusters Score -4002109 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -4002106.250000 Penalty: 4960.259766
	Iteration 35Q: 3 clusters Score -4002106 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -4002118.750000 Penalty: 4960.259766
	Iteration 36Q: 3 clusters Score -4002119 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -4002116.750000 Penalty: 4960.259766
	Iteration 37Q: 3 clusters Score -4002117 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -4002126.000000 Penalty: 4960.259766
	Iteration 38Q: 3 clusters Score -4002126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -4002124.500000 Penalty: 4960.259766
	Iteration 39Q: 3 clusters Score -4002124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -4002131.250000 Penalty: 4960.259766
	Iteration 40F: 3 clusters Score -4002131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -4002141.750000 Penalty: 4960.259766
	Iteration 41Q: 3 clusters Score -4002142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -4002145.250000 Penalty: 4960.259766
	Iteration 42Q: 3 clusters Score -4002145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -4002145.500000 Penalty: 4960.259766
	Iteration 43Q: 3 clusters Score -4002146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -4002147.500000 Penalty: 4960.259766
	Iteration 44Q: 3 clusters Score -4002148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -4002146.000000 Penalty: 4960.259766
	Iteration 45Q: 3 clusters Score -4002146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -4002151.250000 Penalty: 4960.259766
	Iteration 46Q: 3 clusters Score -4002151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -4002158.750000 Penalty: 4960.259766
	Iteration 47Q: 3 clusters Score -4002159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -4002158.750000 Penalty: 4960.259766
	Iteration 48Q: 3 clusters Score -4002159 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -4002158.750000 Penalty: 4960.259766
	Iteration 49Q: 3 clusters Score -4002159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -4002161.000000 Penalty: 4960.259766
	Iteration 50Q: 3 clusters Score -4002161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -4002168.750000 Penalty: 4960.259766
	Iteration 51Q: 3 clusters Score -4002169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
Score: -4002166.500000 Penalty: 4960.259766
	Iteration 52Q: 3 clusters Score -4002166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -4002176.500000 Penalty: 4960.259766
	Iteration 53Q: 3 clusters Score -4002176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -4002181.500000 Penalty: 4960.259766
	Iteration 54Q: 3 clusters Score -4002182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -4002180.250000 Penalty: 4960.259766
	Iteration 55Q: 3 clusters Score -4002180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -4002181.250000 Penalty: 4960.259766
	Iteration 56Q: 3 clusters Score -4002181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -4002178.500000 Penalty: 4960.259766
	Iteration 57Q: 3 clusters Score -4002178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -4002178.500000 Penalty: 4960.259766
	Iteration 58F: 3 clusters Score -4002178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -36783.308594 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -36783.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -35565.261719 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -35565.26 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -35968.242188 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -35968.24 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -36255.160156 Penalty: 3020.166260
	Iteration 2F: 3 clusters Score -36255.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -36504.867188 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -36504.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -36592.378906 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -36592.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -36599.894531 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -36599.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -36599.894531 Penalty: 3020.166260
	Iteration 6F: 3 clusters Score -36599.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Entering Unmasked Estep 
Score: -8440327.000000 Penalty: 2662.685791
	Iteration 0F: 2 clusters Score -8440327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -8411026.000000 Penalty: 5325.371582
	Iteration 0F: 3 clusters Score -8411026 nChanged 21229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -8423180.000000 Penalty: 5325.371582
	Iteration 1F: 3 clusters Score -8423180 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -8423996.000000 Penalty: 5325.371582
	Iteration 2Q: 3 clusters Score -8423996 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -8425023.000000 Penalty: 5325.371582
	Iteration 3Q: 3 clusters Score -8425023 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29860 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -8426428.000000 Penalty: 5325.371582
	Iteration 4F: 3 clusters Score -8426428 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -8428436.000000 Penalty: 5325.371582
	Iteration 5F: 3 clusters Score -8428436 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -8430835.000000 Penalty: 5325.371582
	Iteration 6F: 3 clusters Score -8430835 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -8433413.000000 Penalty: 5325.371582
	Iteration 7F: 3 clusters Score -8433413 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41187 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -8435656.000000 Penalty: 5325.371582
	Iteration 8F: 3 clusters Score -8435656 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42990 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -8436860.000000 Penalty: 5325.371582
	Iteration 9Q: 3 clusters Score -8436860 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -8437530.000000 Penalty: 5325.371582
	Iteration 10Q: 3 clusters Score -8437530 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44637 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -8437832.000000 Penalty: 5325.371582
	Iteration 11Q: 3 clusters Score -8437832 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44938 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -8437959.000000 Penalty: 5325.371582
	Iteration 12Q: 3 clusters Score -8437959 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -8438035.000000 Penalty: 5325.371582
	Iteration 13Q: 3 clusters Score -8438035 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45225 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8438084.000000 Penalty: 5325.371582
	Iteration 14Q: 3 clusters Score -8438084 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45296 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -8438141.000000 Penalty: 5325.371582
	Iteration 15Q: 3 clusters Score -8438141 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45343 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8438159.000000 Penalty: 5325.371582
	Iteration 16Q: 3 clusters Score -8438159 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45367 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -8438178.000000 Penalty: 5325.371582
	Iteration 17Q: 3 clusters Score -8438178 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45397 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -8438199.000000 Penalty: 5325.371582
	Iteration 18Q: 3 clusters Score -8438199 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45417 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8438218.000000 Penalty: 5325.371582
	Iteration 19Q: 3 clusters Score -8438218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45432 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -8438236.000000 Penalty: 5325.371582
	Iteration 20F: 3 clusters Score -8438236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8438252.000000 Penalty: 5325.371582
	Iteration 21Q: 3 clusters Score -8438252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45451 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8438253.000000 Penalty: 5325.371582
	Iteration 22Q: 3 clusters Score -8438253 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45455 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8438251.000000 Penalty: 5325.371582
	Iteration 23Q: 3 clusters Score -8438251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45458 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8438257.000000 Penalty: 5325.371582
	Iteration 24Q: 3 clusters Score -8438257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45458 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8438266.000000 Penalty: 5325.371582
	Iteration 25Q: 3 clusters Score -8438266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -8438264.000000 Penalty: 5325.371582
	Iteration 26Q: 3 clusters Score -8438264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45461 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8438262.000000 Penalty: 5325.371582
	Iteration 27Q: 3 clusters Score -8438262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45461 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8438262.000000 Penalty: 5325.371582
	Iteration 28F: 3 clusters Score -8438262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Entering Unmasked Estep 
Score: -236160.562500 Penalty: 1791.738892
	Iteration 0F: 2 clusters Score -236160.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -234021.609375 Penalty: 3583.477783
	Iteration 0F: 3 clusters Score -234021.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -234582.609375 Penalty: 3583.477783
	Iteration 1F: 3 clusters Score -234582.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -234877.468750 Penalty: 3583.477783
	Iteration 2F: 3 clusters Score -234877.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -235205.625000 Penalty: 3583.477783
	Iteration 3F: 3 clusters Score -235205.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -235470.031250 Penalty: 3583.477783
	Iteration 4F: 3 clusters Score -235470 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -235737.250000 Penalty: 3583.477783
	Iteration 5F: 3 clusters Score -235737.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -236054.718750 Penalty: 3583.477783
	Iteration 6Q: 3 clusters Score -236054.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -236353.406250 Penalty: 3583.477783
	Iteration 7Q: 3 clusters Score -236353.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -236551.375000 Penalty: 3583.477783
	Iteration 8Q: 3 clusters Score -236551.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -236645.843750 Penalty: 3583.477783
	Iteration 9Q: 3 clusters Score -236645.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -236717.437500 Penalty: 3583.477783
	Iteration 10Q: 3 clusters Score -236717.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -236771.593750 Penalty: 3583.477783
	Iteration 11Q: 3 clusters Score -236771.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -236824.906250 Penalty: 3583.477783
	Iteration 12Q: 3 clusters Score -236824.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -236866.109375 Penalty: 3583.477783
	Iteration 13Q: 3 clusters Score -236866.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -236880.390625 Penalty: 3583.477783
	Iteration 14Q: 3 clusters Score -236880.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -236886.359375 Penalty: 3583.477783
	Iteration 15Q: 3 clusters Score -236886.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -236889.140625 Penalty: 3583.477783
	Iteration 16Q: 3 clusters Score -236889.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -236890.781250 Penalty: 3583.477783
	Iteration 17Q: 3 clusters Score -236890.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -236891.500000 Penalty: 3583.477783
	Iteration 18Q: 3 clusters Score -236891.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -236892.906250 Penalty: 3583.477783
	Iteration 19F: 3 clusters Score -236892.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -236895.781250 Penalty: 3583.477783
	Iteration 20F: 3 clusters Score -236895.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -236897.328125 Penalty: 3583.477783
	Iteration 21Q: 3 clusters Score -236897.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -236898.953125 Penalty: 3583.477783
	Iteration 22Q: 3 clusters Score -236899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -236898.953125 Penalty: 3583.477783
	Iteration 23F: 3 clusters Score -236899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 949 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 22038 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 46011 members 
Mstep: Class 7 contains 797 members 
Mstep: Class 8 contains 52426 members 
Mstep: Class 9 contains 2806 members 
Mstep: Class 10 contains 47051 members 
Mstep: Class 11 contains 47246 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 56209 members 
Mstep: Class 14 contains 32743 members 
Mstep: Class 15 contains 52499 members 
Mstep: Class 16 contains 49729 members 
Mstep: Class 17 contains 46369 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 43996 members 
Mstep: Class 20 contains 69494 members 
Mstep: Class 21 contains 576 members 
Entering Unmasked Estep 
Score: -111161816.000000 Penalty: 69443.789062
Splitting cluster 7 changes total score from -111162640.000000 to -111161816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (52426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52426 members 
Entering Unmasked Estep 
Score: -9776692.000000 Penalty: 2695.055176
	Iteration 0F: 2 clusters Score -9776692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -9749400.000000 Penalty: 5390.110352
	Iteration 0F: 3 clusters Score -9749400 nChanged 24077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -9762348.000000 Penalty: 5390.110352
	Iteration 1F: 3 clusters Score -9762348 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -9762922.000000 Penalty: 5390.110352
	Iteration 2Q: 3 clusters Score -9762922 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -9763369.000000 Penalty: 5390.110352
	Iteration 3Q: 3 clusters Score -9763369 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -9763868.000000 Penalty: 5390.110352
	Iteration 4Q: 3 clusters Score -9763868 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -9764398.000000 Penalty: 5390.110352
	Iteration 5Q: 3 clusters Score -9764398 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -9764990.000000 Penalty: 5390.110352
	Iteration 6Q: 3 clusters Score -9764990 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -9765658.000000 Penalty: 5390.110352
	Iteration 7Q: 3 clusters Score -9765658 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -9766628.000000 Penalty: 5390.110352
	Iteration 8Q: 3 clusters Score -9766628 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -9767885.000000 Penalty: 5390.110352
	Iteration 9Q: 3 clusters Score -9767885 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -9769709.000000 Penalty: 5390.110352
	Iteration 10F: 3 clusters Score -9769709 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -9771626.000000 Penalty: 5390.110352
	Iteration 11F: 3 clusters Score -9771626 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -9773168.000000 Penalty: 5390.110352
	Iteration 12F: 3 clusters Score -9773168 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -9774598.000000 Penalty: 5390.110352
	Iteration 13Q: 3 clusters Score -9774598 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -9775396.000000 Penalty: 5390.110352
	Iteration 14Q: 3 clusters Score -9775396 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44376 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -9775648.000000 Penalty: 5390.110352
	Iteration 15Q: 3 clusters Score -9775648 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45559 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -9775634.000000 Penalty: 5390.110352
	Iteration 16Q: 3 clusters Score -9775634 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -9775537.000000 Penalty: 5390.110352
	Iteration 17Q: 3 clusters Score -9775537 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47385 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -9775513.000000 Penalty: 5390.110352
	Iteration 18Q: 3 clusters Score -9775513 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -9775385.000000 Penalty: 5390.110352
	Iteration 19Q: 3 clusters Score -9775385 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48522 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -9775262.000000 Penalty: 5390.110352
	Iteration 20F: 3 clusters Score -9775262 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48909 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -9775183.000000 Penalty: 5390.110352
	Iteration 21Q: 3 clusters Score -9775183 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49243 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -9775139.000000 Penalty: 5390.110352
	Iteration 22Q: 3 clusters Score -9775139 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49530 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -9775064.000000 Penalty: 5390.110352
	Iteration 23Q: 3 clusters Score -9775064 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49762 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -9775067.000000 Penalty: 5390.110352
	Iteration 24Q: 3 clusters Score -9775067 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49976 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -9775028.000000 Penalty: 5390.110352
	Iteration 25Q: 3 clusters Score -9775028 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50136 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -9774975.000000 Penalty: 5390.110352
	Iteration 26Q: 3 clusters Score -9774975 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50266 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -9774981.000000 Penalty: 5390.110352
	Iteration 27Q: 3 clusters Score -9774981 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50381 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -9775003.000000 Penalty: 5390.110352
	Iteration 28Q: 3 clusters Score -9775003 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50479 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -9774990.000000 Penalty: 5390.110352
	Iteration 29Q: 3 clusters Score -9774990 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50579 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -9775007.000000 Penalty: 5390.110352
	Iteration 30Q: 3 clusters Score -9775007 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50666 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -9775027.000000 Penalty: 5390.110352
	Iteration 31Q: 3 clusters Score -9775027 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50738 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -9775041.000000 Penalty: 5390.110352
	Iteration 32Q: 3 clusters Score -9775041 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50801 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -9775046.000000 Penalty: 5390.110352
	Iteration 33Q: 3 clusters Score -9775046 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50849 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -9775041.000000 Penalty: 5390.110352
	Iteration 34Q: 3 clusters Score -9775041 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50896 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -9775041.000000 Penalty: 5390.110352
	Iteration 35Q: 3 clusters Score -9775041 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50937 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -9775045.000000 Penalty: 5390.110352
	Iteration 36Q: 3 clusters Score -9775045 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50966 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -9775046.000000 Penalty: 5390.110352
	Iteration 37Q: 3 clusters Score -9775046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50984 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -9775030.000000 Penalty: 5390.110352
	Iteration 38Q: 3 clusters Score -9775030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50999 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -9775039.000000 Penalty: 5390.110352
	Iteration 39Q: 3 clusters Score -9775039 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51024 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -9775029.000000 Penalty: 5390.110352
	Iteration 40F: 3 clusters Score -9775029 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51043 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -9775035.000000 Penalty: 5390.110352
	Iteration 41Q: 3 clusters Score -9775035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51046 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -9775053.000000 Penalty: 5390.110352
	Iteration 42Q: 3 clusters Score -9775053 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51048 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -9775043.000000 Penalty: 5390.110352
	Iteration 43Q: 3 clusters Score -9775043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51050 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -9775034.000000 Penalty: 5390.110352
	Iteration 44Q: 3 clusters Score -9775034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51058 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -9775034.000000 Penalty: 5390.110352
	Iteration 45Q: 3 clusters Score -9775034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51068 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -9775031.000000 Penalty: 5390.110352
	Iteration 46Q: 3 clusters Score -9775031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51072 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -9775038.000000 Penalty: 5390.110352
	Iteration 47Q: 3 clusters Score -9775038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51073 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -9775043.000000 Penalty: 5390.110352
	Iteration 48Q: 3 clusters Score -9775043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51074 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -9775043.000000 Penalty: 5390.110352
	Iteration 49Q: 3 clusters Score -9775043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51075 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -9775039.000000 Penalty: 5390.110352
	Iteration 50Q: 3 clusters Score -9775039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51075 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -9775039.000000 Penalty: 5390.110352
	Iteration 51F: 3 clusters Score -9775039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Entering Unmasked Estep 
Score: -470129.062500 Penalty: 1968.999756
	Iteration 0F: 2 clusters Score -470129.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -467101.625000 Penalty: 3937.999512
	Iteration 0F: 3 clusters Score -467101.6 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -468179.031250 Penalty: 3937.999512
	Iteration 1F: 3 clusters Score -468179 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -468755.656250 Penalty: 3937.999512
	Iteration 2F: 3 clusters Score -468755.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -469217.718750 Penalty: 3937.999512
	Iteration 3F: 3 clusters Score -469217.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -469518.531250 Penalty: 3937.999512
	Iteration 4F: 3 clusters Score -469518.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -469727.906250 Penalty: 3937.999512
	Iteration 5F: 3 clusters Score -469727.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -469904.000000 Penalty: 3937.999512
	Iteration 6Q: 3 clusters Score -469904 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -470075.843750 Penalty: 3937.999512
	Iteration 7Q: 3 clusters Score -470075.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -470212.625000 Penalty: 3937.999512
	Iteration 8Q: 3 clusters Score -470212.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -470294.875000 Penalty: 3937.999512
	Iteration 9Q: 3 clusters Score -470294.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -470343.187500 Penalty: 3937.999512
	Iteration 10Q: 3 clusters Score -470343.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -470377.906250 Penalty: 3937.999512
	Iteration 11Q: 3 clusters Score -470377.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -470406.718750 Penalty: 3937.999512
	Iteration 12Q: 3 clusters Score -470406.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -470419.312500 Penalty: 3937.999512
	Iteration 13Q: 3 clusters Score -470419.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -470427.000000 Penalty: 3937.999512
	Iteration 14Q: 3 clusters Score -470427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -470431.875000 Penalty: 3937.999512
	Iteration 15Q: 3 clusters Score -470431.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -470435.812500 Penalty: 3937.999512
	Iteration 16Q: 3 clusters Score -470435.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -470443.875000 Penalty: 3937.999512
	Iteration 17Q: 3 clusters Score -470443.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -470452.031250 Penalty: 3937.999512
	Iteration 18Q: 3 clusters Score -470452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -470458.375000 Penalty: 3937.999512
	Iteration 19Q: 3 clusters Score -470458.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -470461.687500 Penalty: 3937.999512
	Iteration 20F: 3 clusters Score -470461.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -470463.937500 Penalty: 3937.999512
	Iteration 21Q: 3 clusters Score -470463.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -470464.812500 Penalty: 3937.999512
	Iteration 22Q: 3 clusters Score -470464.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -470466.593750 Penalty: 3937.999512
	Iteration 23Q: 3 clusters Score -470466.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -470468.593750 Penalty: 3937.999512
	Iteration 24Q: 3 clusters Score -470468.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -470470.062500 Penalty: 3937.999512
	Iteration 25Q: 3 clusters Score -470470.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -470472.531250 Penalty: 3937.999512
	Iteration 26Q: 3 clusters Score -470472.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -470474.968750 Penalty: 3937.999512
	Iteration 27Q: 3 clusters Score -470475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -470476.718750 Penalty: 3937.999512
	Iteration 28Q: 3 clusters Score -470476.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -470479.375000 Penalty: 3937.999512
	Iteration 29Q: 3 clusters Score -470479.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -470479.468750 Penalty: 3937.999512
	Iteration 30Q: 3 clusters Score -470479.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -470480.281250 Penalty: 3937.999512
	Iteration 31Q: 3 clusters Score -470480.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -470480.281250 Penalty: 3937.999512
	Iteration 32F: 3 clusters Score -470480.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 949 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 22038 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 46011 members 
Mstep: Class 7 contains 1373 members 
Mstep: Class 8 contains 52426 members 
Mstep: Class 9 contains 1099 members 
Mstep: Class 10 contains 47051 members 
Mstep: Class 11 contains 47246 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 56209 members 
Mstep: Class 14 contains 32743 members 
Mstep: Class 15 contains 52499 members 
Mstep: Class 16 contains 49729 members 
Mstep: Class 17 contains 46369 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 43996 members 
Mstep: Class 20 contains 69494 members 
Mstep: Class 21 contains 1707 members 
Entering Unmasked Estep 
Score: -111161488.000000 Penalty: 69443.789062
Splitting cluster 9 changes total score from -111162640.000000 to -111161488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (47051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47051 members 
Entering Unmasked Estep 
Score: -8655130.000000 Penalty: 2668.229004
	Iteration 0F: 2 clusters Score -8655130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -8626239.000000 Penalty: 5336.458008
	Iteration 0F: 3 clusters Score -8626239 nChanged 21600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -8638243.000000 Penalty: 5336.458008
	Iteration 1F: 3 clusters Score -8638243 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -8639021.000000 Penalty: 5336.458008
	Iteration 2Q: 3 clusters Score -8639021 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 27387 members 
Entering Unmasked Estep 
Score: -8639966.000000 Penalty: 5336.458008
	Iteration 3Q: 3 clusters Score -8639966 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -8641359.000000 Penalty: 5336.458008
	Iteration 4F: 3 clusters Score -8641359 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -8643337.000000 Penalty: 5336.458008
	Iteration 5F: 3 clusters Score -8643337 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -8645904.000000 Penalty: 5336.458008
	Iteration 6F: 3 clusters Score -8645904 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -8648531.000000 Penalty: 5336.458008
	Iteration 7F: 3 clusters Score -8648531 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 39399 members 
Entering Unmasked Estep 
Score: -8650843.000000 Penalty: 5336.458008
	Iteration 8F: 3 clusters Score -8650843 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 41316 members 
Entering Unmasked Estep 
Score: -8652502.000000 Penalty: 5336.458008
	Iteration 9Q: 3 clusters Score -8652502 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 42631 members 
Entering Unmasked Estep 
Score: -8653218.000000 Penalty: 5336.458008
	Iteration 10Q: 3 clusters Score -8653218 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -8653542.000000 Penalty: 5336.458008
	Iteration 11Q: 3 clusters Score -8653542 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 44356 members 
Entering Unmasked Estep 
Score: -8653585.000000 Penalty: 5336.458008
	Iteration 12Q: 3 clusters Score -8653585 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 44903 members 
Entering Unmasked Estep 
Score: -8653563.000000 Penalty: 5336.458008
	Iteration 13Q: 3 clusters Score -8653563 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 45327 members 
Entering Unmasked Estep 
Score: -8653476.000000 Penalty: 5336.458008
	Iteration 14Q: 3 clusters Score -8653476 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 45619 members 
Entering Unmasked Estep 
Score: -8653438.000000 Penalty: 5336.458008
	Iteration 15Q: 3 clusters Score -8653438 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 45839 members 
Entering Unmasked Estep 
Score: -8653383.000000 Penalty: 5336.458008
	Iteration 16Q: 3 clusters Score -8653383 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 45993 members 
Entering Unmasked Estep 
Score: -8653364.000000 Penalty: 5336.458008
	Iteration 17Q: 3 clusters Score -8653364 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 46102 members 
Entering Unmasked Estep 
Score: -8653362.000000 Penalty: 5336.458008
	Iteration 18Q: 3 clusters Score -8653362 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 46180 members 
Entering Unmasked Estep 
Score: -8653386.000000 Penalty: 5336.458008
	Iteration 19Q: 3 clusters Score -8653386 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 46231 members 
Entering Unmasked Estep 
Score: -8653381.000000 Penalty: 5336.458008
	Iteration 20F: 3 clusters Score -8653381 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 46268 members 
Entering Unmasked Estep 
Score: -8653367.000000 Penalty: 5336.458008
	Iteration 21Q: 3 clusters Score -8653367 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 46311 members 
Entering Unmasked Estep 
Score: -8653365.000000 Penalty: 5336.458008
	Iteration 22Q: 3 clusters Score -8653365 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 46344 members 
Entering Unmasked Estep 
Score: -8653351.000000 Penalty: 5336.458008
	Iteration 23Q: 3 clusters Score -8653351 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 46377 members 
Entering Unmasked Estep 
Score: -8653339.000000 Penalty: 5336.458008
	Iteration 24Q: 3 clusters Score -8653339 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 46405 members 
Entering Unmasked Estep 
Score: -8653334.000000 Penalty: 5336.458008
	Iteration 25Q: 3 clusters Score -8653334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 46432 members 
Entering Unmasked Estep 
Score: -8653345.000000 Penalty: 5336.458008
	Iteration 26Q: 3 clusters Score -8653345 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 46455 members 
Entering Unmasked Estep 
Score: -8653350.000000 Penalty: 5336.458008
	Iteration 27Q: 3 clusters Score -8653350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 46470 members 
Entering Unmasked Estep 
Score: -8653344.000000 Penalty: 5336.458008
	Iteration 28Q: 3 clusters Score -8653344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 46474 members 
Entering Unmasked Estep 
Score: -8653343.000000 Penalty: 5336.458008
	Iteration 29Q: 3 clusters Score -8653343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 46482 members 
Entering Unmasked Estep 
Score: -8653340.000000 Penalty: 5336.458008
	Iteration 30Q: 3 clusters Score -8653340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -8653344.000000 Penalty: 5336.458008
	Iteration 31Q: 3 clusters Score -8653344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 46492 members 
Entering Unmasked Estep 
Score: -8653343.000000 Penalty: 5336.458008
	Iteration 32Q: 3 clusters Score -8653343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
Score: -8653348.000000 Penalty: 5336.458008
	Iteration 33Q: 3 clusters Score -8653348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 46501 members 
Entering Unmasked Estep 
Score: -8653340.000000 Penalty: 5336.458008
	Iteration 34Q: 3 clusters Score -8653340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 46503 members 
Entering Unmasked Estep 
Score: -8653340.000000 Penalty: 5336.458008
	Iteration 35Q: 3 clusters Score -8653340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -8653344.000000 Penalty: 5336.458008
	Iteration 36Q: 3 clusters Score -8653344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 46516 members 
Entering Unmasked Estep 
Score: -8653342.000000 Penalty: 5336.458008
	Iteration 37Q: 3 clusters Score -8653342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 46524 members 
Entering Unmasked Estep 
Score: -8653344.000000 Penalty: 5336.458008
	Iteration 38Q: 3 clusters Score -8653344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 46531 members 
Entering Unmasked Estep 
Score: -8653334.000000 Penalty: 5336.458008
	Iteration 39Q: 3 clusters Score -8653334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 46539 members 
Entering Unmasked Estep 
Score: -8653331.000000 Penalty: 5336.458008
	Iteration 40F: 3 clusters Score -8653331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 46543 members 
Entering Unmasked Estep 
Score: -8653345.000000 Penalty: 5336.458008
	Iteration 41Q: 3 clusters Score -8653345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 46547 members 
Entering Unmasked Estep 
Score: -8653338.000000 Penalty: 5336.458008
	Iteration 42Q: 3 clusters Score -8653338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 46552 members 
Entering Unmasked Estep 
Score: -8653336.000000 Penalty: 5336.458008
	Iteration 43Q: 3 clusters Score -8653336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -8653332.000000 Penalty: 5336.458008
	Iteration 44Q: 3 clusters Score -8653332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 46555 members 
Entering Unmasked Estep 
Score: -8653331.000000 Penalty: 5336.458008
	Iteration 45Q: 3 clusters Score -8653331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 46556 members 
Entering Unmasked Estep 
Score: -8653324.000000 Penalty: 5336.458008
	Iteration 46Q: 3 clusters Score -8653324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 46556 members 
Entering Unmasked Estep 
Score: -8653324.000000 Penalty: 5336.458008
	Iteration 47F: 3 clusters Score -8653324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47246 members 
Entering Unmasked Estep 
Score: -8645719.000000 Penalty: 2669.254639
	Iteration 0F: 2 clusters Score -8645719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -8616102.000000 Penalty: 5338.509277
	Iteration 0F: 3 clusters Score -8616102 nChanged 21760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -8627912.000000 Penalty: 5338.509277
	Iteration 1F: 3 clusters Score -8627912 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -8628401.000000 Penalty: 5338.509277
	Iteration 2Q: 3 clusters Score -8628401 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -8628927.000000 Penalty: 5338.509277
	Iteration 3Q: 3 clusters Score -8628927 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -8629457.000000 Penalty: 5338.509277
	Iteration 4Q: 3 clusters Score -8629457 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -8630262.000000 Penalty: 5338.509277
	Iteration 5Q: 3 clusters Score -8630262 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -8631580.000000 Penalty: 5338.509277
	Iteration 6F: 3 clusters Score -8631580 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -8633522.000000 Penalty: 5338.509277
	Iteration 7F: 3 clusters Score -8633522 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34950 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -8636137.000000 Penalty: 5338.509277
	Iteration 8F: 3 clusters Score -8636137 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38049 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -8639111.000000 Penalty: 5338.509277
	Iteration 9F: 3 clusters Score -8639111 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -8641719.000000 Penalty: 5338.509277
	Iteration 10F: 3 clusters Score -8641719 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -8643475.000000 Penalty: 5338.509277
	Iteration 11Q: 3 clusters Score -8643475 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -8644340.000000 Penalty: 5338.509277
	Iteration 12Q: 3 clusters Score -8644340 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43858 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -8644749.000000 Penalty: 5338.509277
	Iteration 13Q: 3 clusters Score -8644749 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -8644929.000000 Penalty: 5338.509277
	Iteration 14Q: 3 clusters Score -8644929 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44410 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -8644951.000000 Penalty: 5338.509277
	Iteration 15Q: 3 clusters Score -8644951 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44594 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -8644957.000000 Penalty: 5338.509277
	Iteration 16Q: 3 clusters Score -8644957 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44752 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -8644905.000000 Penalty: 5338.509277
	Iteration 17Q: 3 clusters Score -8644905 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44859 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -8644881.000000 Penalty: 5338.509277
	Iteration 18Q: 3 clusters Score -8644881 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44960 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -8644856.000000 Penalty: 5338.509277
	Iteration 19Q: 3 clusters Score -8644856 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -8644843.000000 Penalty: 5338.509277
	Iteration 20F: 3 clusters Score -8644843 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45112 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -8644794.000000 Penalty: 5338.509277
	Iteration 21Q: 3 clusters Score -8644794 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -8644771.000000 Penalty: 5338.509277
	Iteration 22Q: 3 clusters Score -8644771 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45207 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -8644771.000000 Penalty: 5338.509277
	Iteration 23Q: 3 clusters Score -8644771 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45237 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -8644748.000000 Penalty: 5338.509277
	Iteration 24Q: 3 clusters Score -8644748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45260 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -8644742.000000 Penalty: 5338.509277
	Iteration 25Q: 3 clusters Score -8644742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -8644755.000000 Penalty: 5338.509277
	Iteration 26Q: 3 clusters Score -8644755 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -8644751.000000 Penalty: 5338.509277
	Iteration 27Q: 3 clusters Score -8644751 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45337 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -8644749.000000 Penalty: 5338.509277
	Iteration 28Q: 3 clusters Score -8644749 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45363 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -8644738.000000 Penalty: 5338.509277
	Iteration 29Q: 3 clusters Score -8644738 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45393 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -8644713.000000 Penalty: 5338.509277
	Iteration 30Q: 3 clusters Score -8644713 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45410 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -8644699.000000 Penalty: 5338.509277
	Iteration 31Q: 3 clusters Score -8644699 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -8644701.000000 Penalty: 5338.509277
	Iteration 32Q: 3 clusters Score -8644701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45443 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -8644702.000000 Penalty: 5338.509277
	Iteration 33Q: 3 clusters Score -8644702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45461 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -8644719.000000 Penalty: 5338.509277
	Iteration 34Q: 3 clusters Score -8644719 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -8644723.000000 Penalty: 5338.509277
	Iteration 35Q: 3 clusters Score -8644723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -8644711.000000 Penalty: 5338.509277
	Iteration 36Q: 3 clusters Score -8644711 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45518 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -8644714.000000 Penalty: 5338.509277
	Iteration 37Q: 3 clusters Score -8644714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -8644691.000000 Penalty: 5338.509277
	Iteration 38Q: 3 clusters Score -8644691 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -8644695.000000 Penalty: 5338.509277
	Iteration 39Q: 3 clusters Score -8644695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -8644713.000000 Penalty: 5338.509277
	Iteration 40F: 3 clusters Score -8644713 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45576 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -8644700.000000 Penalty: 5338.509277
	Iteration 41Q: 3 clusters Score -8644700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45587 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -8644708.000000 Penalty: 5338.509277
	Iteration 42Q: 3 clusters Score -8644708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45599 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -8644698.000000 Penalty: 5338.509277
	Iteration 43Q: 3 clusters Score -8644698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45605 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -8644701.000000 Penalty: 5338.509277
	Iteration 44Q: 3 clusters Score -8644701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45616 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -8644694.000000 Penalty: 5338.509277
	Iteration 45Q: 3 clusters Score -8644694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -8644683.000000 Penalty: 5338.509277
	Iteration 46Q: 3 clusters Score -8644683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45633 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -8644678.000000 Penalty: 5338.509277
	Iteration 47Q: 3 clusters Score -8644678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45635 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -8644679.000000 Penalty: 5338.509277
	Iteration 48Q: 3 clusters Score -8644679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45638 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -8644674.000000 Penalty: 5338.509277
	Iteration 49Q: 3 clusters Score -8644674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45641 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -8644670.000000 Penalty: 5338.509277
	Iteration 50Q: 3 clusters Score -8644670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45643 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -8644670.000000 Penalty: 5338.509277
	Iteration 51Q: 3 clusters Score -8644670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45648 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -8644661.000000 Penalty: 5338.509277
	Iteration 52Q: 3 clusters Score -8644661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -8644663.000000 Penalty: 5338.509277
	Iteration 53Q: 3 clusters Score -8644663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -8644659.000000 Penalty: 5338.509277
	Iteration 54Q: 3 clusters Score -8644659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -8644655.000000 Penalty: 5338.509277
	Iteration 55Q: 3 clusters Score -8644655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45662 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -8644654.000000 Penalty: 5338.509277
	Iteration 56Q: 3 clusters Score -8644654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -8644651.000000 Penalty: 5338.509277
	Iteration 57Q: 3 clusters Score -8644651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -8644648.000000 Penalty: 5338.509277
	Iteration 58Q: 3 clusters Score -8644648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45664 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -8644648.000000 Penalty: 5338.509277
	Iteration 59Q: 3 clusters Score -8644648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45667 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -8644653.000000 Penalty: 5338.509277
	Iteration 60F: 3 clusters Score -8644653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45675 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -8644647.000000 Penalty: 5338.509277
	Iteration 61Q: 3 clusters Score -8644647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -8644657.000000 Penalty: 5338.509277
	Iteration 62Q: 3 clusters Score -8644657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45697 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -8644654.000000 Penalty: 5338.509277
	Iteration 63Q: 3 clusters Score -8644654 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -8644656.000000 Penalty: 5338.509277
	Iteration 64Q: 3 clusters Score -8644656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45718 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -8644645.000000 Penalty: 5338.509277
	Iteration 65Q: 3 clusters Score -8644645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45726 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -8644643.000000 Penalty: 5338.509277
	Iteration 66Q: 3 clusters Score -8644643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45729 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -8644638.000000 Penalty: 5338.509277
	Iteration 67Q: 3 clusters Score -8644638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45731 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -8644645.000000 Penalty: 5338.509277
	Iteration 68Q: 3 clusters Score -8644645 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45735 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -8644646.000000 Penalty: 5338.509277
	Iteration 69Q: 3 clusters Score -8644646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45741 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -8644644.000000 Penalty: 5338.509277
	Iteration 70Q: 3 clusters Score -8644644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45745 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -8644647.000000 Penalty: 5338.509277
	Iteration 71Q: 3 clusters Score -8644647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45751 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -8644652.000000 Penalty: 5338.509277
	Iteration 72Q: 3 clusters Score -8644652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -8644644.000000 Penalty: 5338.509277
	Iteration 73Q: 3 clusters Score -8644644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45760 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -8644642.000000 Penalty: 5338.509277
	Iteration 74Q: 3 clusters Score -8644642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45761 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -8644645.000000 Penalty: 5338.509277
	Iteration 75Q: 3 clusters Score -8644645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45761 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -8644645.000000 Penalty: 5338.509277
	Iteration 76F: 3 clusters Score -8644645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Entering Unmasked Estep 
Score: -90442.609375 Penalty: 1650.229736
	Iteration 0F: 2 clusters Score -90442.61 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 389 members 
Entering Unmasked Estep 
Score: -88752.804688 Penalty: 3300.459473
	Iteration 0F: 3 clusters Score -88752.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -89224.828125 Penalty: 3300.459473
	Iteration 1F: 3 clusters Score -89224.83 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -89492.898438 Penalty: 3300.459473
	Iteration 2F: 3 clusters Score -89492.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -89694.867188 Penalty: 3300.459473
	Iteration 3F: 3 clusters Score -89694.87 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -89815.875000 Penalty: 3300.459473
	Iteration 4Q: 3 clusters Score -89815.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -89882.062500 Penalty: 3300.459473
	Iteration 5Q: 3 clusters Score -89882.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -89961.109375 Penalty: 3300.459473
	Iteration 6Q: 3 clusters Score -89961.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -90000.882812 Penalty: 3300.459473
	Iteration 7Q: 3 clusters Score -90000.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -90036.328125 Penalty: 3300.459473
	Iteration 8Q: 3 clusters Score -90036.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -90048.968750 Penalty: 3300.459473
	Iteration 9Q: 3 clusters Score -90048.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -90063.937500 Penalty: 3300.459473
	Iteration 10Q: 3 clusters Score -90063.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -90067.593750 Penalty: 3300.459473
	Iteration 11Q: 3 clusters Score -90067.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -90069.757812 Penalty: 3300.459473
	Iteration 12Q: 3 clusters Score -90069.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -90070.414062 Penalty: 3300.459473
	Iteration 13F: 3 clusters Score -90070.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -90073.804688 Penalty: 3300.459473
	Iteration 14Q: 3 clusters Score -90073.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -90074.468750 Penalty: 3300.459473
	Iteration 15Q: 3 clusters Score -90074.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -90077.890625 Penalty: 3300.459473
	Iteration 16Q: 3 clusters Score -90077.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -90082.312500 Penalty: 3300.459473
	Iteration 17Q: 3 clusters Score -90082.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -90083.085938 Penalty: 3300.459473
	Iteration 18Q: 3 clusters Score -90083.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -90083.210938 Penalty: 3300.459473
	Iteration 19Q: 3 clusters Score -90083.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -90083.210938 Penalty: 3300.459473
	Iteration 20F: 3 clusters Score -90083.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (56209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56209 members 
Entering Unmasked Estep 
Score: -10319290.000000 Penalty: 2712.334473
	Iteration 0F: 2 clusters Score -1.031929e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -10292984.000000 Penalty: 5424.668945
	Iteration 0F: 3 clusters Score -1.029298e+07 nChanged 26128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -10307635.000000 Penalty: 5424.668945
	Iteration 1F: 3 clusters Score -1.030764e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 27107 members 
Entering Unmasked Estep 
Score: -10308135.000000 Penalty: 5424.668945
	Iteration 2Q: 3 clusters Score -1.030814e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
Score: -10308575.000000 Penalty: 5424.668945
	Iteration 3Q: 3 clusters Score -1.030858e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -10308925.000000 Penalty: 5424.668945
	Iteration 4Q: 3 clusters Score -1.030892e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -10309403.000000 Penalty: 5424.668945
	Iteration 5Q: 3 clusters Score -1.03094e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32530 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -10309969.000000 Penalty: 5424.668945
	Iteration 6Q: 3 clusters Score -1.030997e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -10310744.000000 Penalty: 5424.668945
	Iteration 7Q: 3 clusters Score -1.031074e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -10311990.000000 Penalty: 5424.668945
	Iteration 8Q: 3 clusters Score -1.031199e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 16037 members 
Entering Unmasked Estep 
Score: -10313791.000000 Penalty: 5424.668945
	Iteration 9F: 3 clusters Score -1.031379e+07 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -10315812.000000 Penalty: 5424.668945
	Iteration 10F: 3 clusters Score -1.031581e+07 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48310 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -10316450.000000 Penalty: 5424.668945
	Iteration 11F: 3 clusters Score -1.031645e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51407 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -10316268.000000 Penalty: 5424.668945
	Iteration 12F: 3 clusters Score -1.031627e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53187 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -10316263.000000 Penalty: 5424.668945
	Iteration 13Q: 3 clusters Score -1.031626e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54131 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -10316520.000000 Penalty: 5424.668945
	Iteration 14Q: 3 clusters Score -1.031652e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54666 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -10316711.000000 Penalty: 5424.668945
	Iteration 15Q: 3 clusters Score -1.031671e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54974 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -10316876.000000 Penalty: 5424.668945
	Iteration 16Q: 3 clusters Score -1.031688e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55138 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -10316986.000000 Penalty: 5424.668945
	Iteration 17Q: 3 clusters Score -1.031699e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55257 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -10317033.000000 Penalty: 5424.668945
	Iteration 18Q: 3 clusters Score -1.031703e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55326 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -10317070.000000 Penalty: 5424.668945
	Iteration 19Q: 3 clusters Score -1.031707e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55384 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -10317094.000000 Penalty: 5424.668945
	Iteration 20F: 3 clusters Score -1.031709e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55415 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -10317146.000000 Penalty: 5424.668945
	Iteration 21Q: 3 clusters Score -1.031715e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55438 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -10317186.000000 Penalty: 5424.668945
	Iteration 22Q: 3 clusters Score -1.031719e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55455 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -10317197.000000 Penalty: 5424.668945
	Iteration 23Q: 3 clusters Score -1.03172e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55467 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -10317208.000000 Penalty: 5424.668945
	Iteration 24Q: 3 clusters Score -1.031721e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55481 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -10317224.000000 Penalty: 5424.668945
	Iteration 25Q: 3 clusters Score -1.031722e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55489 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -10317233.000000 Penalty: 5424.668945
	Iteration 26Q: 3 clusters Score -1.031723e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55499 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -10317246.000000 Penalty: 5424.668945
	Iteration 27Q: 3 clusters Score -1.031725e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55510 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -10317245.000000 Penalty: 5424.668945
	Iteration 28Q: 3 clusters Score -1.031724e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55514 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -10317235.000000 Penalty: 5424.668945
	Iteration 29Q: 3 clusters Score -1.031724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55516 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -10317244.000000 Penalty: 5424.668945
	Iteration 30Q: 3 clusters Score -1.031724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55517 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -10317250.000000 Penalty: 5424.668945
	Iteration 31Q: 3 clusters Score -1.031725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55517 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -10317252.000000 Penalty: 5424.668945
	Iteration 32Q: 3 clusters Score -1.031725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55518 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -10317261.000000 Penalty: 5424.668945
	Iteration 33Q: 3 clusters Score -1.031726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55525 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -10317257.000000 Penalty: 5424.668945
	Iteration 34Q: 3 clusters Score -1.031726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55530 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -10317260.000000 Penalty: 5424.668945
	Iteration 35Q: 3 clusters Score -1.031726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55533 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -10317264.000000 Penalty: 5424.668945
	Iteration 36Q: 3 clusters Score -1.031726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55533 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -10317263.000000 Penalty: 5424.668945
	Iteration 37Q: 3 clusters Score -1.031726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55535 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -10317258.000000 Penalty: 5424.668945
	Iteration 38Q: 3 clusters Score -1.031726e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55538 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -10317256.000000 Penalty: 5424.668945
	Iteration 39Q: 3 clusters Score -1.031726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55543 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -10317266.000000 Penalty: 5424.668945
	Iteration 40F: 3 clusters Score -1.031727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55547 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -10317267.000000 Penalty: 5424.668945
	Iteration 41Q: 3 clusters Score -1.031727e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55548 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -10317260.000000 Penalty: 5424.668945
	Iteration 42Q: 3 clusters Score -1.031726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55548 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -10317260.000000 Penalty: 5424.668945
	Iteration 43F: 3 clusters Score -1.031726e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Entering Unmasked Estep 
Score: -5823507.500000 Penalty: 2578.318115
	Iteration 0F: 2 clusters Score -5823508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -5801304.500000 Penalty: 5156.636230
	Iteration 0F: 3 clusters Score -5801304 nChanged 14794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -5809274.000000 Penalty: 5156.636230
	Iteration 1F: 3 clusters Score -5809274 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -5809730.500000 Penalty: 5156.636230
	Iteration 2Q: 3 clusters Score -5809730 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -5810129.000000 Penalty: 5156.636230
	Iteration 3Q: 3 clusters Score -5810129 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -5810504.000000 Penalty: 5156.636230
	Iteration 4Q: 3 clusters Score -5810504 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -5811008.500000 Penalty: 5156.636230
	Iteration 5Q: 3 clusters Score -5811008 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -5811809.000000 Penalty: 5156.636230
	Iteration 6Q: 3 clusters Score -5811809 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -5813025.500000 Penalty: 5156.636230
	Iteration 7F: 3 clusters Score -5813026 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -5814839.500000 Penalty: 5156.636230
	Iteration 8F: 3 clusters Score -5814840 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -5817070.000000 Penalty: 5156.636230
	Iteration 9F: 3 clusters Score -5817070 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -5819070.500000 Penalty: 5156.636230
	Iteration 10F: 3 clusters Score -5819070 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5820291.000000 Penalty: 5156.636230
	Iteration 11Q: 3 clusters Score -5820291 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5820886.500000 Penalty: 5156.636230
	Iteration 12Q: 3 clusters Score -5820886 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5821116.000000 Penalty: 5156.636230
	Iteration 13Q: 3 clusters Score -5821116 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5821223.000000 Penalty: 5156.636230
	Iteration 14Q: 3 clusters Score -5821223 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5821274.500000 Penalty: 5156.636230
	Iteration 15Q: 3 clusters Score -5821274 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5821315.500000 Penalty: 5156.636230
	Iteration 16Q: 3 clusters Score -5821316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5821344.000000 Penalty: 5156.636230
	Iteration 17Q: 3 clusters Score -5821344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -5821361.000000 Penalty: 5156.636230
	Iteration 18Q: 3 clusters Score -5821361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5821360.000000 Penalty: 5156.636230
	Iteration 19Q: 3 clusters Score -5821360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5821361.500000 Penalty: 5156.636230
	Iteration 20F: 3 clusters Score -5821362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5821363.000000 Penalty: 5156.636230
	Iteration 21Q: 3 clusters Score -5821363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5821363.000000 Penalty: 5156.636230
	Iteration 22F: 3 clusters Score -5821363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (52499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52499 members 
Entering Unmasked Estep 
Score: -9546027.000000 Penalty: 2695.400146
	Iteration 0F: 2 clusters Score -9546027 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -9514187.000000 Penalty: 5390.800293
	Iteration 0F: 3 clusters Score -9514187 nChanged 24240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -9527919.000000 Penalty: 5390.800293
	Iteration 1F: 3 clusters Score -9527919 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -9528956.000000 Penalty: 5390.800293
	Iteration 2Q: 3 clusters Score -9528956 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -9530186.000000 Penalty: 5390.800293
	Iteration 3F: 3 clusters Score -9530186 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -9531468.000000 Penalty: 5390.800293
	Iteration 4F: 3 clusters Score -9531468 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -9532847.000000 Penalty: 5390.800293
	Iteration 5F: 3 clusters Score -9532847 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -9534372.000000 Penalty: 5390.800293
	Iteration 6F: 3 clusters Score -9534372 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -9536083.000000 Penalty: 5390.800293
	Iteration 7F: 3 clusters Score -9536083 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -9537795.000000 Penalty: 5390.800293
	Iteration 8F: 3 clusters Score -9537795 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -9539413.000000 Penalty: 5390.800293
	Iteration 9F: 3 clusters Score -9539413 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33161 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -9540775.000000 Penalty: 5390.800293
	Iteration 10Q: 3 clusters Score -9540775 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -9541812.000000 Penalty: 5390.800293
	Iteration 11Q: 3 clusters Score -9541812 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -9542553.000000 Penalty: 5390.800293
	Iteration 12Q: 3 clusters Score -9542553 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -9543119.000000 Penalty: 5390.800293
	Iteration 13Q: 3 clusters Score -9543119 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -9543538.000000 Penalty: 5390.800293
	Iteration 14Q: 3 clusters Score -9543538 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -9544055.000000 Penalty: 5390.800293
	Iteration 15Q: 3 clusters Score -9544055 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -9544576.000000 Penalty: 5390.800293
	Iteration 16Q: 3 clusters Score -9544576 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41264 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -9544998.000000 Penalty: 5390.800293
	Iteration 17Q: 3 clusters Score -9544998 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -9545326.000000 Penalty: 5390.800293
	Iteration 18Q: 3 clusters Score -9545326 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -9545529.000000 Penalty: 5390.800293
	Iteration 19Q: 3 clusters Score -9545529 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -9545755.000000 Penalty: 5390.800293
	Iteration 20F: 3 clusters Score -9545755 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -9545960.000000 Penalty: 5390.800293
	Iteration 21Q: 3 clusters Score -9545960 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45736 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -9546060.000000 Penalty: 5390.800293
	Iteration 22Q: 3 clusters Score -9546060 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46391 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -9546051.000000 Penalty: 5390.800293
	Iteration 23Q: 3 clusters Score -9546051 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -9546029.000000 Penalty: 5390.800293
	Iteration 24Q: 3 clusters Score -9546029 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47464 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -9545959.000000 Penalty: 5390.800293
	Iteration 25Q: 3 clusters Score -9545959 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47915 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -9545853.000000 Penalty: 5390.800293
	Iteration 26Q: 3 clusters Score -9545853 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48308 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -9545775.000000 Penalty: 5390.800293
	Iteration 27Q: 3 clusters Score -9545775 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48667 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -9545674.000000 Penalty: 5390.800293
	Iteration 28Q: 3 clusters Score -9545674 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48947 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -9545615.000000 Penalty: 5390.800293
	Iteration 29Q: 3 clusters Score -9545615 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49204 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -9545554.000000 Penalty: 5390.800293
	Iteration 30Q: 3 clusters Score -9545554 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49423 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -9545515.000000 Penalty: 5390.800293
	Iteration 31Q: 3 clusters Score -9545515 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49613 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -9545471.000000 Penalty: 5390.800293
	Iteration 32Q: 3 clusters Score -9545471 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49774 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -9545404.000000 Penalty: 5390.800293
	Iteration 33Q: 3 clusters Score -9545404 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49905 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -9545391.000000 Penalty: 5390.800293
	Iteration 34Q: 3 clusters Score -9545391 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50026 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -9545324.000000 Penalty: 5390.800293
	Iteration 35Q: 3 clusters Score -9545324 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50135 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -9545301.000000 Penalty: 5390.800293
	Iteration 36Q: 3 clusters Score -9545301 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50225 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -9545295.000000 Penalty: 5390.800293
	Iteration 37Q: 3 clusters Score -9545295 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50294 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -9545289.000000 Penalty: 5390.800293
	Iteration 38Q: 3 clusters Score -9545289 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50341 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -9545270.000000 Penalty: 5390.800293
	Iteration 39Q: 3 clusters Score -9545270 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50378 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -9545251.000000 Penalty: 5390.800293
	Iteration 40F: 3 clusters Score -9545251 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50420 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -9545249.000000 Penalty: 5390.800293
	Iteration 41Q: 3 clusters Score -9545249 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50460 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -9545240.000000 Penalty: 5390.800293
	Iteration 42Q: 3 clusters Score -9545240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50491 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -9545223.000000 Penalty: 5390.800293
	Iteration 43Q: 3 clusters Score -9545223 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50520 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -9545225.000000 Penalty: 5390.800293
	Iteration 44Q: 3 clusters Score -9545225 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50549 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -9545227.000000 Penalty: 5390.800293
	Iteration 45Q: 3 clusters Score -9545227 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50577 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -9545206.000000 Penalty: 5390.800293
	Iteration 46Q: 3 clusters Score -9545206 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50608 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -9545210.000000 Penalty: 5390.800293
	Iteration 47Q: 3 clusters Score -9545210 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50631 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -9545194.000000 Penalty: 5390.800293
	Iteration 48Q: 3 clusters Score -9545194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50645 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -9545180.000000 Penalty: 5390.800293
	Iteration 49Q: 3 clusters Score -9545180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50660 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -9545183.000000 Penalty: 5390.800293
	Iteration 50Q: 3 clusters Score -9545183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50676 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -9545174.000000 Penalty: 5390.800293
	Iteration 51Q: 3 clusters Score -9545174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50691 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -9545158.000000 Penalty: 5390.800293
	Iteration 52Q: 3 clusters Score -9545158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50705 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -9545156.000000 Penalty: 5390.800293
	Iteration 53Q: 3 clusters Score -9545156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50714 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -9545156.000000 Penalty: 5390.800293
	Iteration 54Q: 3 clusters Score -9545156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50722 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -9545160.000000 Penalty: 5390.800293
	Iteration 55Q: 3 clusters Score -9545160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50730 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -9545163.000000 Penalty: 5390.800293
	Iteration 56Q: 3 clusters Score -9545163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50733 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -9545153.000000 Penalty: 5390.800293
	Iteration 57Q: 3 clusters Score -9545153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50736 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -9545156.000000 Penalty: 5390.800293
	Iteration 58Q: 3 clusters Score -9545156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50739 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -9545153.000000 Penalty: 5390.800293
	Iteration 59Q: 3 clusters Score -9545153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50744 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -9545163.000000 Penalty: 5390.800293
	Iteration 60F: 3 clusters Score -9545163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50749 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -9545154.000000 Penalty: 5390.800293
	Iteration 61Q: 3 clusters Score -9545154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50758 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -9545158.000000 Penalty: 5390.800293
	Iteration 62Q: 3 clusters Score -9545158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50767 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -9545157.000000 Penalty: 5390.800293
	Iteration 63Q: 3 clusters Score -9545157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50773 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -9545161.000000 Penalty: 5390.800293
	Iteration 64Q: 3 clusters Score -9545161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50778 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -9545159.000000 Penalty: 5390.800293
	Iteration 65Q: 3 clusters Score -9545159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50785 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -9545168.000000 Penalty: 5390.800293
	Iteration 66Q: 3 clusters Score -9545168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50790 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -9545158.000000 Penalty: 5390.800293
	Iteration 67Q: 3 clusters Score -9545158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50795 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -9545165.000000 Penalty: 5390.800293
	Iteration 68Q: 3 clusters Score -9545165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50800 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -9545155.000000 Penalty: 5390.800293
	Iteration 69Q: 3 clusters Score -9545155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50802 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -9545146.000000 Penalty: 5390.800293
	Iteration 70Q: 3 clusters Score -9545146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50804 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -9545151.000000 Penalty: 5390.800293
	Iteration 71Q: 3 clusters Score -9545151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50807 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -9545140.000000 Penalty: 5390.800293
	Iteration 72Q: 3 clusters Score -9545140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50810 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -9545130.000000 Penalty: 5390.800293
	Iteration 73Q: 3 clusters Score -9545130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50814 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -9545130.000000 Penalty: 5390.800293
	Iteration 74Q: 3 clusters Score -9545130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50819 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -9545136.000000 Penalty: 5390.800293
	Iteration 75Q: 3 clusters Score -9545136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50823 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -9545147.000000 Penalty: 5390.800293
	Iteration 76Q: 3 clusters Score -9545147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50824 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -9545140.000000 Penalty: 5390.800293
	Iteration 77Q: 3 clusters Score -9545140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50827 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -9545149.000000 Penalty: 5390.800293
	Iteration 78Q: 3 clusters Score -9545149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50829 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -9545155.000000 Penalty: 5390.800293
	Iteration 79Q: 3 clusters Score -9545155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50832 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -9545142.000000 Penalty: 5390.800293
	Iteration 80F: 3 clusters Score -9545142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50833 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -9545144.000000 Penalty: 5390.800293
	Iteration 81Q: 3 clusters Score -9545144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50833 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -9545144.000000 Penalty: 5390.800293
	Iteration 82F: 3 clusters Score -9545144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (49729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49729 members 
Entering Unmasked Estep 
Score: -9040313.000000 Penalty: 2681.957275
	Iteration 0F: 2 clusters Score -9040313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -9008943.000000 Penalty: 5363.914551
	Iteration 0F: 3 clusters Score -9008943 nChanged 22952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -9021886.000000 Penalty: 5363.914551
	Iteration 1F: 3 clusters Score -9021886 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -9022634.000000 Penalty: 5363.914551
	Iteration 2Q: 3 clusters Score -9022634 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -9023703.000000 Penalty: 5363.914551
	Iteration 3Q: 3 clusters Score -9023703 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -9025194.000000 Penalty: 5363.914551
	Iteration 4Q: 3 clusters Score -9025194 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -9027015.000000 Penalty: 5363.914551
	Iteration 5F: 3 clusters Score -9027015 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -9029095.000000 Penalty: 5363.914551
	Iteration 6F: 3 clusters Score -9029095 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -9031303.000000 Penalty: 5363.914551
	Iteration 7F: 3 clusters Score -9031303 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -9033218.000000 Penalty: 5363.914551
	Iteration 8F: 3 clusters Score -9033218 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -9034347.000000 Penalty: 5363.914551
	Iteration 9F: 3 clusters Score -9034347 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -9034977.000000 Penalty: 5363.914551
	Iteration 10Q: 3 clusters Score -9034977 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -9035271.000000 Penalty: 5363.914551
	Iteration 11Q: 3 clusters Score -9035271 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -9035476.000000 Penalty: 5363.914551
	Iteration 12Q: 3 clusters Score -9035476 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -9035735.000000 Penalty: 5363.914551
	Iteration 13Q: 3 clusters Score -9035735 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -9035943.000000 Penalty: 5363.914551
	Iteration 14Q: 3 clusters Score -9035943 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -9036158.000000 Penalty: 5363.914551
	Iteration 15Q: 3 clusters Score -9036158 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -9036371.000000 Penalty: 5363.914551
	Iteration 16Q: 3 clusters Score -9036371 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -9036669.000000 Penalty: 5363.914551
	Iteration 17Q: 3 clusters Score -9036669 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -9036928.000000 Penalty: 5363.914551
	Iteration 18Q: 3 clusters Score -9036928 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -9037103.000000 Penalty: 5363.914551
	Iteration 19Q: 3 clusters Score -9037103 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -9037254.000000 Penalty: 5363.914551
	Iteration 20F: 3 clusters Score -9037254 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -9037358.000000 Penalty: 5363.914551
	Iteration 21Q: 3 clusters Score -9037358 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -9037478.000000 Penalty: 5363.914551
	Iteration 22Q: 3 clusters Score -9037478 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -9037596.000000 Penalty: 5363.914551
	Iteration 23Q: 3 clusters Score -9037596 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -9037649.000000 Penalty: 5363.914551
	Iteration 24Q: 3 clusters Score -9037649 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -9037752.000000 Penalty: 5363.914551
	Iteration 25Q: 3 clusters Score -9037752 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -9037850.000000 Penalty: 5363.914551
	Iteration 26Q: 3 clusters Score -9037850 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -9037919.000000 Penalty: 5363.914551
	Iteration 27Q: 3 clusters Score -9037919 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -9037976.000000 Penalty: 5363.914551
	Iteration 28Q: 3 clusters Score -9037976 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -9038066.000000 Penalty: 5363.914551
	Iteration 29Q: 3 clusters Score -9038066 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32139 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -9038159.000000 Penalty: 5363.914551
	Iteration 30Q: 3 clusters Score -9038159 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -9038219.000000 Penalty: 5363.914551
	Iteration 31Q: 3 clusters Score -9038219 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -9038264.000000 Penalty: 5363.914551
	Iteration 32Q: 3 clusters Score -9038264 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -9038341.000000 Penalty: 5363.914551
	Iteration 33Q: 3 clusters Score -9038341 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -9038421.000000 Penalty: 5363.914551
	Iteration 34Q: 3 clusters Score -9038421 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -9038462.000000 Penalty: 5363.914551
	Iteration 35Q: 3 clusters Score -9038462 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -9038524.000000 Penalty: 5363.914551
	Iteration 36Q: 3 clusters Score -9038524 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -9038597.000000 Penalty: 5363.914551
	Iteration 37Q: 3 clusters Score -9038597 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9038662 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34570 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9038684 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -9038726.000000 Penalty: 5363.914551
	Iteration 40F: 3 clusters Score -9038726 nChanged 261
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9038770 nChanged 246
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -9038835.000000 Penalty: 5363.914551
	Iteration 42Q: 3 clusters Score -9038835 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -9038877.000000 Penalty: 5363.914551
	Iteration 43Q: 3 clusters Score -9038877 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -9038943.000000 Penalty: 5363.914551
	Iteration 44Q: 3 clusters Score -9038943 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -9039005.000000 Penalty: 5363.914551
	Iteration 45Q: 3 clusters Score -9039005 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -9039057.000000 Penalty: 5363.914551
	Iteration 46Q: 3 clusters Score -9039057 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36491 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -9039092.000000 Penalty: 5363.914551
	Iteration 47Q: 3 clusters Score -9039092 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -9039127.000000 Penalty: 5363.914551
	Iteration 48Q: 3 clusters Score -9039127 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -9039159.000000 Penalty: 5363.914551
	Iteration 49Q: 3 clusters Score -9039159 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -9039220.000000 Penalty: 5363.914551
	Iteration 50Q: 3 clusters Score -9039220 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -9039268.000000 Penalty: 5363.914551
	Iteration 51Q: 3 clusters Score -9039268 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -9039298.000000 Penalty: 5363.914551
	Iteration 52Q: 3 clusters Score -9039298 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -9039372.000000 Penalty: 5363.914551
	Iteration 53Q: 3 clusters Score -9039372 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37850 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -9039420.000000 Penalty: 5363.914551
	Iteration 54Q: 3 clusters Score -9039420 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -9039453.000000 Penalty: 5363.914551
	Iteration 55Q: 3 clusters Score -9039453 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -9039508.000000 Penalty: 5363.914551
	Iteration 56Q: 3 clusters Score -9039508 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -9039523.000000 Penalty: 5363.914551
	Iteration 57Q: 3 clusters Score -9039523 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -9039555.000000 Penalty: 5363.914551
	Iteration 58Q: 3 clusters Score -9039555 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38719 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -9039615.000000 Penalty: 5363.914551
	Iteration 59Q: 3 clusters Score -9039615 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -9039680.000000 Penalty: 5363.914551
	Iteration 60F: 3 clusters Score -9039680 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -9039701.000000 Penalty: 5363.914551
	Iteration 61Q: 3 clusters Score -9039701 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -9039720.000000 Penalty: 5363.914551
	Iteration 62Q: 3 clusters Score -9039720 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -9039725.000000 Penalty: 5363.914551
	Iteration 63Q: 3 clusters Score -9039725 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -9039761.000000 Penalty: 5363.914551
	Iteration 64Q: 3 clusters Score -9039761 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -9039812.000000 Penalty: 5363.914551
	Iteration 65Q: 3 clusters Score -9039812 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39806 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -9039821.000000 Penalty: 5363.914551
	Iteration 66Q: 3 clusters Score -9039821 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -9039844.000000 Penalty: 5363.914551
	Iteration 67Q: 3 clusters Score -9039844 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -9039891.000000 Penalty: 5363.914551
	Iteration 68Q: 3 clusters Score -9039891 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -9039882.000000 Penalty: 5363.914551
	Iteration 69Q: 3 clusters Score -9039882 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -9039892.000000 Penalty: 5363.914551
	Iteration 70Q: 3 clusters Score -9039892 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40276 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9039898 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -9039930.000000 Penalty: 5363.914551
	Iteration 72Q: 3 clusters Score -9039930 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9039965 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9039970 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9039998 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9040020 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40714 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -9040034.000000 Penalty: 5363.914551
	Iteration 77Q: 3 clusters Score -9040034 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -9040029.000000 Penalty: 5363.914551
	Iteration 78Q: 3 clusters Score -9040029 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40842 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -9040042.000000 Penalty: 5363.914551
	Iteration 79Q: 3 clusters Score -9040042 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40909 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -9040066.000000 Penalty: 5363.914551
	Iteration 80F: 3 clusters Score -9040066 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -9040068.000000 Penalty: 5363.914551
	Iteration 81Q: 3 clusters Score -9040068 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41027 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -9040097.000000 Penalty: 5363.914551
	Iteration 82Q: 3 clusters Score -9040097 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -9040089.000000 Penalty: 5363.914551
	Iteration 83Q: 3 clusters Score -9040089 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -9040086.000000 Penalty: 5363.914551
	Iteration 84Q: 3 clusters Score -9040086 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -9040110.000000 Penalty: 5363.914551
	Iteration 85Q: 3 clusters Score -9040110 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -9040137.000000 Penalty: 5363.914551
	Iteration 86Q: 3 clusters Score -9040137 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -9040143.000000 Penalty: 5363.914551
	Iteration 87Q: 3 clusters Score -9040143 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9040175 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9040189 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -9040199.000000 Penalty: 5363.914551
	Iteration 90Q: 3 clusters Score -9040199 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -9040204.000000 Penalty: 5363.914551
	Iteration 91Q: 3 clusters Score -9040204 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -9040230.000000 Penalty: 5363.914551
	Iteration 92Q: 3 clusters Score -9040230 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -9040243.000000 Penalty: 5363.914551
	Iteration 93Q: 3 clusters Score -9040243 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -9040285.000000 Penalty: 5363.914551
	Iteration 94Q: 3 clusters Score -9040285 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42110 members 
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Entering Unmasked Estep 
Score: -9040287.000000 Penalty: 5363.914551
	Iteration 95Q: 3 clusters Score -9040287 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -9040277.000000 Penalty: 5363.914551
	Iteration 96Q: 3 clusters Score -9040277 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -9040295.000000 Penalty: 5363.914551
	Iteration 97Q: 3 clusters Score -9040295 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42404 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -9040324.000000 Penalty: 5363.914551
	Iteration 98Q: 3 clusters Score -9040324 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42517 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -9040305.000000 Penalty: 5363.914551
	Iteration 99Q: 3 clusters Score -9040305 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -9040338.000000 Penalty: 5363.914551
	Iteration 100F: 3 clusters Score -9040338 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -9040368.000000 Penalty: 5363.914551
	Iteration 101Q: 3 clusters Score -9040368 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -9040379.000000 Penalty: 5363.914551
	Iteration 102Q: 3 clusters Score -9040379 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9040379 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43280 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -9040376.000000 Penalty: 5363.914551
	Iteration 104Q: 3 clusters Score -9040376 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9040401 nChanged 193
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43658 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -9040409.000000 Penalty: 5363.914551
	Iteration 106Q: 3 clusters Score -9040409 nChanged 216
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Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9040413 nChanged 214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -9040405.000000 Penalty: 5363.914551
	Iteration 108Q: 3 clusters Score -9040405 nChanged 228
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Mstep: Class 1 contains 44316 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9040405 nChanged 247
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Mstep: Class 1 contains 44563 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -9040398.000000 Penalty: 5363.914551
	Iteration 110Q: 3 clusters Score -9040398 nChanged 238
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -9040371.000000 Penalty: 5363.914551
	Iteration 111Q: 3 clusters Score -9040371 nChanged 269
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Mstep: Class 1 contains 45070 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9040307 nChanged 258
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Mstep: Class 1 contains 45328 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9040252 nChanged 275
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9040173 nChanged 271
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45874 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9040064 nChanged 301
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9040004 nChanged 285
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Mstep: Class 1 contains 46460 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -9039937.000000 Penalty: 5363.914551
	Iteration 117Q: 3 clusters Score -9039937 nChanged 249
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Mstep: Class 1 contains 46709 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -9039816.000000 Penalty: 5363.914551
	Iteration 118Q: 3 clusters Score -9039816 nChanged 217
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Mstep: Class 1 contains 46926 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -9039733.000000 Penalty: 5363.914551
	Iteration 119Q: 3 clusters Score -9039733 nChanged 199
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Mstep: Class 1 contains 47125 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9039667 nChanged 192
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Mstep: Class 1 contains 47317 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9039587 nChanged 176
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Mstep: Class 1 contains 47493 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9039568 nChanged 151
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Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -9039520.000000 Penalty: 5363.914551
	Iteration 123Q: 3 clusters Score -9039520 nChanged 134
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Mstep: Class 1 contains 47776 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9039463 nChanged 144
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Mstep: Class 1 contains 47920 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9039442 nChanged 138
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Mstep: Class 1 contains 48058 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -9039428.000000 Penalty: 5363.914551
	Iteration 126Q: 3 clusters Score -9039428 nChanged 109
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Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -9039393.000000 Penalty: 5363.914551
	Iteration 127Q: 3 clusters Score -9039393 nChanged 85
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Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -9039380.000000 Penalty: 5363.914551
	Iteration 128Q: 3 clusters Score -9039380 nChanged 68
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Mstep: Class 1 contains 48314 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -9039365.000000 Penalty: 5363.914551
	Iteration 129Q: 3 clusters Score -9039365 nChanged 61
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Entering Unmasked Estep 
Score: -9039311.000000 Penalty: 5363.914551
	Iteration 130Q: 3 clusters Score -9039311 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48430 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -9039307.000000 Penalty: 5363.914551
	Iteration 131Q: 3 clusters Score -9039307 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48475 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -9039271.000000 Penalty: 5363.914551
	Iteration 132Q: 3 clusters Score -9039271 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -9039221.000000 Penalty: 5363.914551
	Iteration 133Q: 3 clusters Score -9039221 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48546 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -9039211.000000 Penalty: 5363.914551
	Iteration 134Q: 3 clusters Score -9039211 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -9039199.000000 Penalty: 5363.914551
	Iteration 135Q: 3 clusters Score -9039199 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48598 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -9039185.000000 Penalty: 5363.914551
	Iteration 136Q: 3 clusters Score -9039185 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48622 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -9039174.000000 Penalty: 5363.914551
	Iteration 137Q: 3 clusters Score -9039174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48641 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -9039157.000000 Penalty: 5363.914551
	Iteration 138Q: 3 clusters Score -9039157 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48655 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -9039153.000000 Penalty: 5363.914551
	Iteration 139Q: 3 clusters Score -9039153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48663 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -9039142.000000 Penalty: 5363.914551
	Iteration 140F: 3 clusters Score -9039142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48675 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -9039145.000000 Penalty: 5363.914551
	Iteration 141Q: 3 clusters Score -9039145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48689 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -9039134.000000 Penalty: 5363.914551
	Iteration 142Q: 3 clusters Score -9039134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48699 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -9039116.000000 Penalty: 5363.914551
	Iteration 143Q: 3 clusters Score -9039116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -9039113.000000 Penalty: 5363.914551
	Iteration 144Q: 3 clusters Score -9039113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48714 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -9039108.000000 Penalty: 5363.914551
	Iteration 145Q: 3 clusters Score -9039108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48721 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -9039112.000000 Penalty: 5363.914551
	Iteration 146Q: 3 clusters Score -9039112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48726 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -9039098.000000 Penalty: 5363.914551
	Iteration 147Q: 3 clusters Score -9039098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -9039091.000000 Penalty: 5363.914551
	Iteration 148Q: 3 clusters Score -9039091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48739 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -9039092.000000 Penalty: 5363.914551
	Iteration 149Q: 3 clusters Score -9039092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48747 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -9039081.000000 Penalty: 5363.914551
	Iteration 150Q: 3 clusters Score -9039081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -9039059.000000 Penalty: 5363.914551
	Iteration 151Q: 3 clusters Score -9039059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48755 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -9039061.000000 Penalty: 5363.914551
	Iteration 152Q: 3 clusters Score -9039061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48757 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -9039053.000000 Penalty: 5363.914551
	Iteration 153Q: 3 clusters Score -9039053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48760 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -9039054.000000 Penalty: 5363.914551
	Iteration 154Q: 3 clusters Score -9039054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48764 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -9039054.000000 Penalty: 5363.914551
	Iteration 155Q: 3 clusters Score -9039054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48766 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -9039054.000000 Penalty: 5363.914551
	Iteration 156Q: 3 clusters Score -9039054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48769 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -9039051.000000 Penalty: 5363.914551
	Iteration 157Q: 3 clusters Score -9039051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48772 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -9039066.000000 Penalty: 5363.914551
	Iteration 158Q: 3 clusters Score -9039066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48776 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -9039060.000000 Penalty: 5363.914551
	Iteration 159Q: 3 clusters Score -9039060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48781 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -9039077.000000 Penalty: 5363.914551
	Iteration 160F: 3 clusters Score -9039077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48784 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -9039068.000000 Penalty: 5363.914551
	Iteration 161Q: 3 clusters Score -9039068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48789 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -9039061.000000 Penalty: 5363.914551
	Iteration 162Q: 3 clusters Score -9039061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48791 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -9039069.000000 Penalty: 5363.914551
	Iteration 163Q: 3 clusters Score -9039069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48793 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -9039067.000000 Penalty: 5363.914551
	Iteration 164Q: 3 clusters Score -9039067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48796 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -9039059.000000 Penalty: 5363.914551
	Iteration 165Q: 3 clusters Score -9039059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48799 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -9039062.000000 Penalty: 5363.914551
	Iteration 166Q: 3 clusters Score -9039062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48803 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -9039068.000000 Penalty: 5363.914551
	Iteration 167Q: 3 clusters Score -9039068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48806 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -9039066.000000 Penalty: 5363.914551
	Iteration 168Q: 3 clusters Score -9039066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48807 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -9039063.000000 Penalty: 5363.914551
	Iteration 169Q: 3 clusters Score -9039063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48808 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -9039061.000000 Penalty: 5363.914551
	Iteration 170Q: 3 clusters Score -9039061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48808 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -9039061.000000 Penalty: 5363.914551
	Iteration 171F: 3 clusters Score -9039061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46369 members 
Entering Unmasked Estep 
Score: -8488639.000000 Penalty: 2664.607910
	Iteration 0F: 2 clusters Score -8488639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -8458897.000000 Penalty: 5329.215820
	Iteration 0F: 3 clusters Score -8458897 nChanged 21483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -8471021.000000 Penalty: 5329.215820
	Iteration 1F: 3 clusters Score -8471021 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -8471673.000000 Penalty: 5329.215820
	Iteration 2Q: 3 clusters Score -8471673 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -8472431.000000 Penalty: 5329.215820
	Iteration 3Q: 3 clusters Score -8472431 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -8473424.000000 Penalty: 5329.215820
	Iteration 4Q: 3 clusters Score -8473424 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -8474721.000000 Penalty: 5329.215820
	Iteration 5F: 3 clusters Score -8474721 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -8476680.000000 Penalty: 5329.215820
	Iteration 6F: 3 clusters Score -8476680 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -8479220.000000 Penalty: 5329.215820
	Iteration 7F: 3 clusters Score -8479220 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -8481764.000000 Penalty: 5329.215820
	Iteration 8F: 3 clusters Score -8481764 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -8483952.000000 Penalty: 5329.215820
	Iteration 9F: 3 clusters Score -8483952 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -8485404.000000 Penalty: 5329.215820
	Iteration 10Q: 3 clusters Score -8485404 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -8486244.000000 Penalty: 5329.215820
	Iteration 11Q: 3 clusters Score -8486244 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -8486671.000000 Penalty: 5329.215820
	Iteration 12Q: 3 clusters Score -8486671 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 44297 members 
Entering Unmasked Estep 
Score: -8486898.000000 Penalty: 5329.215820
	Iteration 13Q: 3 clusters Score -8486898 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -8487042.000000 Penalty: 5329.215820
	Iteration 14Q: 3 clusters Score -8487042 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -8487139.000000 Penalty: 5329.215820
	Iteration 15Q: 3 clusters Score -8487139 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -8487178.000000 Penalty: 5329.215820
	Iteration 16Q: 3 clusters Score -8487178 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 44847 members 
Entering Unmasked Estep 
Score: -8487179.000000 Penalty: 5329.215820
	Iteration 17Q: 3 clusters Score -8487179 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -8487172.000000 Penalty: 5329.215820
	Iteration 18Q: 3 clusters Score -8487172 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 44975 members 
Entering Unmasked Estep 
Score: -8487165.000000 Penalty: 5329.215820
	Iteration 19Q: 3 clusters Score -8487165 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 45000 members 
Entering Unmasked Estep 
Score: -8487158.000000 Penalty: 5329.215820
	Iteration 20F: 3 clusters Score -8487158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 45025 members 
Entering Unmasked Estep 
Score: -8487134.000000 Penalty: 5329.215820
	Iteration 21Q: 3 clusters Score -8487134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -8487123.000000 Penalty: 5329.215820
	Iteration 22Q: 3 clusters Score -8487123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 45056 members 
Entering Unmasked Estep 
Score: -8487125.000000 Penalty: 5329.215820
	Iteration 23Q: 3 clusters Score -8487125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 45068 members 
Entering Unmasked Estep 
Score: -8487124.000000 Penalty: 5329.215820
	Iteration 24Q: 3 clusters Score -8487124 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 45085 members 
Entering Unmasked Estep 
Score: -8487137.000000 Penalty: 5329.215820
	Iteration 25Q: 3 clusters Score -8487137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 45098 members 
Entering Unmasked Estep 
Score: -8487130.000000 Penalty: 5329.215820
	Iteration 26Q: 3 clusters Score -8487130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -8487133.000000 Penalty: 5329.215820
	Iteration 27Q: 3 clusters Score -8487133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 45117 members 
Entering Unmasked Estep 
Score: -8487131.000000 Penalty: 5329.215820
	Iteration 28Q: 3 clusters Score -8487131 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
Score: -8487135.000000 Penalty: 5329.215820
	Iteration 29Q: 3 clusters Score -8487135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 45140 members 
Entering Unmasked Estep 
Score: -8487152.000000 Penalty: 5329.215820
	Iteration 30Q: 3 clusters Score -8487152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -8487161.000000 Penalty: 5329.215820
	Iteration 31Q: 3 clusters Score -8487161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -8487141.000000 Penalty: 5329.215820
	Iteration 32Q: 3 clusters Score -8487141 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -8487141.000000 Penalty: 5329.215820
	Iteration 33Q: 3 clusters Score -8487141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 45178 members 
Entering Unmasked Estep 
Score: -8487141.000000 Penalty: 5329.215820
	Iteration 34Q: 3 clusters Score -8487141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 45190 members 
Entering Unmasked Estep 
Score: -8487126.000000 Penalty: 5329.215820
	Iteration 35Q: 3 clusters Score -8487126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 45203 members 
Entering Unmasked Estep 
Score: -8487132.000000 Penalty: 5329.215820
	Iteration 36Q: 3 clusters Score -8487132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
Score: -8487149.000000 Penalty: 5329.215820
	Iteration 37Q: 3 clusters Score -8487149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 45238 members 
Entering Unmasked Estep 
Score: -8487136.000000 Penalty: 5329.215820
	Iteration 38Q: 3 clusters Score -8487136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 45251 members 
Entering Unmasked Estep 
Score: -8487131.000000 Penalty: 5329.215820
	Iteration 39Q: 3 clusters Score -8487131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -8487123.000000 Penalty: 5329.215820
	Iteration 40F: 3 clusters Score -8487123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 45271 members 
Entering Unmasked Estep 
Score: -8487119.000000 Penalty: 5329.215820
	Iteration 41Q: 3 clusters Score -8487119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 45273 members 
Entering Unmasked Estep 
Score: -8487117.000000 Penalty: 5329.215820
	Iteration 42Q: 3 clusters Score -8487117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 45274 members 
Entering Unmasked Estep 
Score: -8487117.000000 Penalty: 5329.215820
	Iteration 43Q: 3 clusters Score -8487117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 45275 members 
Entering Unmasked Estep 
Score: -8487124.000000 Penalty: 5329.215820
	Iteration 44Q: 3 clusters Score -8487124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 45275 members 
Entering Unmasked Estep 
Score: -8487124.000000 Penalty: 5329.215820
	Iteration 45F: 3 clusters Score -8487124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Entering Unmasked Estep 
Score: -96688.554688 Penalty: 1574.586548
	Iteration 0F: 2 clusters Score -96688.55 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 287 members 
Entering Unmasked Estep 
Score: -95098.031250 Penalty: 3149.173096
	Iteration 0F: 3 clusters Score -95098.03 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -95370.562500 Penalty: 3149.173096
	Iteration 1F: 3 clusters Score -95370.56 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -95500.750000 Penalty: 3149.173096
	Iteration 2F: 3 clusters Score -95500.75 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -95642.960938 Penalty: 3149.173096
	Iteration 3F: 3 clusters Score -95642.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -95700.382812 Penalty: 3149.173096
	Iteration 4Q: 3 clusters Score -95700.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -95735.750000 Penalty: 3149.173096
	Iteration 5Q: 3 clusters Score -95735.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -95753.578125 Penalty: 3149.173096
	Iteration 6Q: 3 clusters Score -95753.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -95761.835938 Penalty: 3149.173096
	Iteration 7Q: 3 clusters Score -95761.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -95769.062500 Penalty: 3149.173096
	Iteration 8Q: 3 clusters Score -95769.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -95770.242188 Penalty: 3149.173096
	Iteration 9Q: 3 clusters Score -95770.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -95772.859375 Penalty: 3149.173096
	Iteration 10Q: 3 clusters Score -95772.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -95774.109375 Penalty: 3149.173096
	Iteration 11Q: 3 clusters Score -95774.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -95774.109375 Penalty: 3149.173096
	Iteration 12F: 3 clusters Score -95774.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (43996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Entering Unmasked Estep 
Score: -8073849.500000 Penalty: 2651.579834
	Iteration 0F: 2 clusters Score -8073850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -8045242.000000 Penalty: 5303.159668
	Iteration 0F: 3 clusters Score -8045242 nChanged 20169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -8056374.000000 Penalty: 5303.159668
	Iteration 1F: 3 clusters Score -8056374 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -8057029.000000 Penalty: 5303.159668
	Iteration 2Q: 3 clusters Score -8057029 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -8057568.000000 Penalty: 5303.159668
	Iteration 3Q: 3 clusters Score -8057568 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -8058250.500000 Penalty: 5303.159668
	Iteration 4Q: 3 clusters Score -8058250 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -8059154.000000 Penalty: 5303.159668
	Iteration 5Q: 3 clusters Score -8059154 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -8060609.500000 Penalty: 5303.159668
	Iteration 6F: 3 clusters Score -8060610 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13774 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -8062725.500000 Penalty: 5303.159668
	Iteration 7F: 3 clusters Score -8062726 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -8065445.000000 Penalty: 5303.159668
	Iteration 8F: 3 clusters Score -8065445 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -8068221.000000 Penalty: 5303.159668
	Iteration 9F: 3 clusters Score -8068221 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -8070211.000000 Penalty: 5303.159668
	Iteration 10Q: 3 clusters Score -8070211 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -8071162.500000 Penalty: 5303.159668
	Iteration 11Q: 3 clusters Score -8071162 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 39121 members 
Entering Unmasked Estep 
Score: -8071670.000000 Penalty: 5303.159668
	Iteration 12Q: 3 clusters Score -8071670 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -8071896.500000 Penalty: 5303.159668
	Iteration 13Q: 3 clusters Score -8071896 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -8072068.000000 Penalty: 5303.159668
	Iteration 14Q: 3 clusters Score -8072068 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -8072130.000000 Penalty: 5303.159668
	Iteration 15Q: 3 clusters Score -8072130 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -8072184.500000 Penalty: 5303.159668
	Iteration 16Q: 3 clusters Score -8072184 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -8072223.500000 Penalty: 5303.159668
	Iteration 17Q: 3 clusters Score -8072224 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 40969 members 
Entering Unmasked Estep 
Score: -8072288.500000 Penalty: 5303.159668
	Iteration 18Q: 3 clusters Score -8072288 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -8072317.500000 Penalty: 5303.159668
	Iteration 19Q: 3 clusters Score -8072318 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 41315 members 
Entering Unmasked Estep 
Score: -8072331.500000 Penalty: 5303.159668
	Iteration 20F: 3 clusters Score -8072332 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 41455 members 
Entering Unmasked Estep 
Score: -8072378.000000 Penalty: 5303.159668
	Iteration 21Q: 3 clusters Score -8072378 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -8072364.500000 Penalty: 5303.159668
	Iteration 22Q: 3 clusters Score -8072364 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -8072320.000000 Penalty: 5303.159668
	Iteration 23Q: 3 clusters Score -8072320 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -8072325.000000 Penalty: 5303.159668
	Iteration 24Q: 3 clusters Score -8072325 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 41888 members 
Entering Unmasked Estep 
Score: -8072309.000000 Penalty: 5303.159668
	Iteration 25Q: 3 clusters Score -8072309 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
Score: -8072286.000000 Penalty: 5303.159668
	Iteration 26Q: 3 clusters Score -8072286 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 42038 members 
Entering Unmasked Estep 
Score: -8072276.500000 Penalty: 5303.159668
	Iteration 27Q: 3 clusters Score -8072276 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 42108 members 
Entering Unmasked Estep 
Score: -8072266.000000 Penalty: 5303.159668
	Iteration 28Q: 3 clusters Score -8072266 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -8072247.500000 Penalty: 5303.159668
	Iteration 29Q: 3 clusters Score -8072248 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 42249 members 
Entering Unmasked Estep 
Score: -8072237.000000 Penalty: 5303.159668
	Iteration 30Q: 3 clusters Score -8072237 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -8072227.000000 Penalty: 5303.159668
	Iteration 31Q: 3 clusters Score -8072227 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -8072220.500000 Penalty: 5303.159668
	Iteration 32Q: 3 clusters Score -8072220 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -8072231.000000 Penalty: 5303.159668
	Iteration 33Q: 3 clusters Score -8072231 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 42457 members 
Entering Unmasked Estep 
Score: -8072228.500000 Penalty: 5303.159668
	Iteration 34Q: 3 clusters Score -8072228 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 42495 members 
Entering Unmasked Estep 
Score: -8072233.000000 Penalty: 5303.159668
	Iteration 35Q: 3 clusters Score -8072233 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 42534 members 
Entering Unmasked Estep 
Score: -8072229.500000 Penalty: 5303.159668
	Iteration 36Q: 3 clusters Score -8072230 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -8072227.000000 Penalty: 5303.159668
	Iteration 37Q: 3 clusters Score -8072227 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 42604 members 
Entering Unmasked Estep 
Score: -8072240.000000 Penalty: 5303.159668
	Iteration 38Q: 3 clusters Score -8072240 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 42648 members 
Entering Unmasked Estep 
Score: -8072240.500000 Penalty: 5303.159668
	Iteration 39Q: 3 clusters Score -8072240 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 42688 members 
Entering Unmasked Estep 
Score: -8072230.000000 Penalty: 5303.159668
	Iteration 40F: 3 clusters Score -8072230 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -8072227.500000 Penalty: 5303.159668
	Iteration 41Q: 3 clusters Score -8072228 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 42765 members 
Entering Unmasked Estep 
Score: -8072213.500000 Penalty: 5303.159668
	Iteration 42Q: 3 clusters Score -8072214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 42785 members 
Entering Unmasked Estep 
Score: -8072213.000000 Penalty: 5303.159668
	Iteration 43Q: 3 clusters Score -8072213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 42793 members 
Entering Unmasked Estep 
Score: -8072213.500000 Penalty: 5303.159668
	Iteration 44Q: 3 clusters Score -8072214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -8072218.000000 Penalty: 5303.159668
	Iteration 45Q: 3 clusters Score -8072218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 42806 members 
Entering Unmasked Estep 
Score: -8072207.500000 Penalty: 5303.159668
	Iteration 46Q: 3 clusters Score -8072208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 42809 members 
Entering Unmasked Estep 
Score: -8072206.000000 Penalty: 5303.159668
	Iteration 47Q: 3 clusters Score -8072206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
Score: -8072216.500000 Penalty: 5303.159668
	Iteration 48Q: 3 clusters Score -8072216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 42828 members 
Entering Unmasked Estep 
Score: -8072220.000000 Penalty: 5303.159668
	Iteration 49Q: 3 clusters Score -8072220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 42834 members 
Entering Unmasked Estep 
Score: -8072227.000000 Penalty: 5303.159668
	Iteration 50Q: 3 clusters Score -8072227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 42837 members 
Entering Unmasked Estep 
Score: -8072227.000000 Penalty: 5303.159668
	Iteration 51Q: 3 clusters Score -8072227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 42842 members 
Entering Unmasked Estep 
Score: -8072218.000000 Penalty: 5303.159668
	Iteration 52Q: 3 clusters Score -8072218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -8072215.500000 Penalty: 5303.159668
	Iteration 53Q: 3 clusters Score -8072216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 42854 members 
Entering Unmasked Estep 
Score: -8072218.500000 Penalty: 5303.159668
	Iteration 54Q: 3 clusters Score -8072218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 42861 members 
Entering Unmasked Estep 
Score: -8072220.500000 Penalty: 5303.159668
	Iteration 55Q: 3 clusters Score -8072220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 42866 members 
Entering Unmasked Estep 
Score: -8072220.500000 Penalty: 5303.159668
	Iteration 56Q: 3 clusters Score -8072220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 42875 members 
Entering Unmasked Estep 
Score: -8072211.000000 Penalty: 5303.159668
	Iteration 57Q: 3 clusters Score -8072211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 42881 members 
Entering Unmasked Estep 
Score: -8072215.500000 Penalty: 5303.159668
	Iteration 58Q: 3 clusters Score -8072216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 42891 members 
Entering Unmasked Estep 
Score: -8072220.000000 Penalty: 5303.159668
	Iteration 59Q: 3 clusters Score -8072220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 42903 members 
Entering Unmasked Estep 
Score: -8072212.000000 Penalty: 5303.159668
	Iteration 60F: 3 clusters Score -8072212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 42907 members 
Entering Unmasked Estep 
Score: -8072209.000000 Penalty: 5303.159668
	Iteration 61Q: 3 clusters Score -8072209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 42911 members 
Entering Unmasked Estep 
Score: -8072212.000000 Penalty: 5303.159668
	Iteration 62Q: 3 clusters Score -8072212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
Score: -8072216.000000 Penalty: 5303.159668
	Iteration 63Q: 3 clusters Score -8072216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 42919 members 
Entering Unmasked Estep 
Score: -8072211.000000 Penalty: 5303.159668
	Iteration 64Q: 3 clusters Score -8072211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -8072210.000000 Penalty: 5303.159668
	Iteration 65Q: 3 clusters Score -8072210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -8072210.000000 Penalty: 5303.159668
	Iteration 66F: 3 clusters Score -8072210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (69494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69494 members 
Entering Unmasked Estep 
Score: -12678491.000000 Penalty: 2764.950928
	Iteration 0F: 2 clusters Score -1.267849e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -12644162.000000 Penalty: 5529.901855
	Iteration 0F: 3 clusters Score -1.264416e+07 nChanged 32462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33896 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -12662754.000000 Penalty: 5529.901855
	Iteration 1F: 3 clusters Score -1.266275e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -12663645.000000 Penalty: 5529.901855
	Iteration 2Q: 3 clusters Score -1.266364e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 35569 members 
Entering Unmasked Estep 
Score: -12664823.000000 Penalty: 5529.901855
	Iteration 3Q: 3 clusters Score -1.266482e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -12666167.000000 Penalty: 5529.901855
	Iteration 4Q: 3 clusters Score -1.266617e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -12668186.000000 Penalty: 5529.901855
	Iteration 5F: 3 clusters Score -1.266819e+07 nChanged 4113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -12670754.000000 Penalty: 5529.901855
	Iteration 6F: 3 clusters Score -1.267075e+07 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -12674163.000000 Penalty: 5529.901855
	Iteration 7F: 3 clusters Score -1.267416e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 31650 members 
Entering Unmasked Estep 
Score: -12677495.000000 Penalty: 5529.901855
	Iteration 8F: 3 clusters Score -1.26775e+07 nChanged 3627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -12679344.000000 Penalty: 5529.901855
	Iteration 9F: 3 clusters Score -1.267934e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -12680159.000000 Penalty: 5529.901855
	Iteration 10Q: 3 clusters Score -1.268016e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -12680553.000000 Penalty: 5529.901855
	Iteration 11Q: 3 clusters Score -1.268055e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41530 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -12680907.000000 Penalty: 5529.901855
	Iteration 12Q: 3 clusters Score -1.268091e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42694 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -12681136.000000 Penalty: 5529.901855
	Iteration 13Q: 3 clusters Score -1.268114e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44244 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -12681197.000000 Penalty: 5529.901855
	Iteration 14Q: 3 clusters Score -1.26812e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46206 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -12680976.000000 Penalty: 5529.901855
	Iteration 15Q: 3 clusters Score -1.268098e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48650 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -12680231.000000 Penalty: 5529.901855
	Iteration 16Q: 3 clusters Score -1.268023e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51287 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -12679439.000000 Penalty: 5529.901855
	Iteration 17Q: 3 clusters Score -1.267944e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53685 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -12678754.000000 Penalty: 5529.901855
	Iteration 18Q: 3 clusters Score -1.267875e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55712 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -12678205.000000 Penalty: 5529.901855
	Iteration 19Q: 3 clusters Score -1.26782e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57209 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -12678089.000000 Penalty: 5529.901855
	Iteration 20F: 3 clusters Score -1.267809e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58587 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -12677799.000000 Penalty: 5529.901855
	Iteration 21Q: 3 clusters Score -1.26778e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59535 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -12677688.000000 Penalty: 5529.901855
	Iteration 22Q: 3 clusters Score -1.267769e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60153 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -12677622.000000 Penalty: 5529.901855
	Iteration 23Q: 3 clusters Score -1.267762e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60502 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -12677661.000000 Penalty: 5529.901855
	Iteration 24Q: 3 clusters Score -1.267766e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60721 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -12677717.000000 Penalty: 5529.901855
	Iteration 25Q: 3 clusters Score -1.267772e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60833 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -12677816.000000 Penalty: 5529.901855
	Iteration 26Q: 3 clusters Score -1.267782e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60831 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -12677989.000000 Penalty: 5529.901855
	Iteration 27Q: 3 clusters Score -1.267799e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60776 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -12678155.000000 Penalty: 5529.901855
	Iteration 28Q: 3 clusters Score -1.267816e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60693 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -12678264.000000 Penalty: 5529.901855
	Iteration 29Q: 3 clusters Score -1.267826e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60581 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -12678415.000000 Penalty: 5529.901855
	Iteration 30Q: 3 clusters Score -1.267842e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60439 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -12678532.000000 Penalty: 5529.901855
	Iteration 31Q: 3 clusters Score -1.267853e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60288 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -12678608.000000 Penalty: 5529.901855
	Iteration 32Q: 3 clusters Score -1.267861e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60150 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -12678672.000000 Penalty: 5529.901855
	Iteration 33Q: 3 clusters Score -1.267867e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59979 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -12678725.000000 Penalty: 5529.901855
	Iteration 34Q: 3 clusters Score -1.267872e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59782 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -12678811.000000 Penalty: 5529.901855
	Iteration 35Q: 3 clusters Score -1.267881e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59535 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -12678895.000000 Penalty: 5529.901855
	Iteration 36Q: 3 clusters Score -1.26789e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59279 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -12679017.000000 Penalty: 5529.901855
	Iteration 37Q: 3 clusters Score -1.267902e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59036 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -12679098.000000 Penalty: 5529.901855
	Iteration 38Q: 3 clusters Score -1.26791e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58776 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -12679218.000000 Penalty: 5529.901855
	Iteration 39Q: 3 clusters Score -1.267922e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58487 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -12679309.000000 Penalty: 5529.901855
	Iteration 40F: 3 clusters Score -1.267931e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58180 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -12679446.000000 Penalty: 5529.901855
	Iteration 41Q: 3 clusters Score -1.267945e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57841 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -12679576.000000 Penalty: 5529.901855
	Iteration 42Q: 3 clusters Score -1.267958e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57468 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -12679655.000000 Penalty: 5529.901855
	Iteration 43Q: 3 clusters Score -1.267966e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57079 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -12679823.000000 Penalty: 5529.901855
	Iteration 44Q: 3 clusters Score -1.267982e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56696 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -12679935.000000 Penalty: 5529.901855
	Iteration 45Q: 3 clusters Score -1.267994e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56309 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -12680043.000000 Penalty: 5529.901855
	Iteration 46Q: 3 clusters Score -1.268004e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55912 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -12680131.000000 Penalty: 5529.901855
	Iteration 47Q: 3 clusters Score -1.268013e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55472 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -12680250.000000 Penalty: 5529.901855
	Iteration 48Q: 3 clusters Score -1.268025e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55046 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -12680363.000000 Penalty: 5529.901855
	Iteration 49Q: 3 clusters Score -1.268036e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54569 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -12680468.000000 Penalty: 5529.901855
	Iteration 50Q: 3 clusters Score -1.268047e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54001 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -12680603.000000 Penalty: 5529.901855
	Iteration 51Q: 3 clusters Score -1.26806e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53416 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -12680673.000000 Penalty: 5529.901855
	Iteration 52Q: 3 clusters Score -1.268067e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52800 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -12680801.000000 Penalty: 5529.901855
	Iteration 53Q: 3 clusters Score -1.26808e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52110 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -12681079.000000 Penalty: 5529.901855
	Iteration 54Q: 3 clusters Score -1.268108e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51385 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -12681395.000000 Penalty: 5529.901855
	Iteration 55Q: 3 clusters Score -1.26814e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50647 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -12681811.000000 Penalty: 5529.901855
	Iteration 56Q: 3 clusters Score -1.268181e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49968 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -12682003.000000 Penalty: 5529.901855
	Iteration 57Q: 3 clusters Score -1.2682e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49311 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -12682229.000000 Penalty: 5529.901855
	Iteration 58Q: 3 clusters Score -1.268223e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48646 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -12682491.000000 Penalty: 5529.901855
	Iteration 59Q: 3 clusters Score -1.268249e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48072 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -12682708.000000 Penalty: 5529.901855
	Iteration 60F: 3 clusters Score -1.268271e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47472 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -12682928.000000 Penalty: 5529.901855
	Iteration 61Q: 3 clusters Score -1.268293e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46944 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -12682991.000000 Penalty: 5529.901855
	Iteration 62Q: 3 clusters Score -1.268299e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46461 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -12683131.000000 Penalty: 5529.901855
	Iteration 63Q: 3 clusters Score -1.268313e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46096 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -12683137.000000 Penalty: 5529.901855
	Iteration 64Q: 3 clusters Score -1.268314e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -12683243.000000 Penalty: 5529.901855
	Iteration 65Q: 3 clusters Score -1.268324e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45303 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -12683322.000000 Penalty: 5529.901855
	Iteration 66Q: 3 clusters Score -1.268332e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44941 members 
Mstep: Class 2 contains 24553 members 
Entering Unmasked Estep 
Score: -12683359.000000 Penalty: 5529.901855
	Iteration 67Q: 3 clusters Score -1.268336e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44589 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -12683429.000000 Penalty: 5529.901855
	Iteration 68Q: 3 clusters Score -1.268343e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -12683518.000000 Penalty: 5529.901855
	Iteration 69Q: 3 clusters Score -1.268352e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -12683564.000000 Penalty: 5529.901855
	Iteration 70Q: 3 clusters Score -1.268356e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44073 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -12683624.000000 Penalty: 5529.901855
	Iteration 71Q: 3 clusters Score -1.268362e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -12683622.000000 Penalty: 5529.901855
	Iteration 72Q: 3 clusters Score -1.268362e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -12683595.000000 Penalty: 5529.901855
	Iteration 73Q: 3 clusters Score -1.26836e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -12683601.000000 Penalty: 5529.901855
	Iteration 74Q: 3 clusters Score -1.26836e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43802 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -12683619.000000 Penalty: 5529.901855
	Iteration 75Q: 3 clusters Score -1.268362e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -12683638.000000 Penalty: 5529.901855
	Iteration 76Q: 3 clusters Score -1.268364e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43753 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -12683608.000000 Penalty: 5529.901855
	Iteration 77Q: 3 clusters Score -1.268361e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43735 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -12683645.000000 Penalty: 5529.901855
	Iteration 78Q: 3 clusters Score -1.268364e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43706 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -12683647.000000 Penalty: 5529.901855
	Iteration 79Q: 3 clusters Score -1.268365e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -12683646.000000 Penalty: 5529.901855
	Iteration 80F: 3 clusters Score -1.268365e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43693 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -12683665.000000 Penalty: 5529.901855
	Iteration 81Q: 3 clusters Score -1.268366e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -12683656.000000 Penalty: 5529.901855
	Iteration 82Q: 3 clusters Score -1.268366e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43691 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -12683656.000000 Penalty: 5529.901855
	Iteration 83Q: 3 clusters Score -1.268366e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43684 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -12683656.000000 Penalty: 5529.901855
	Iteration 84Q: 3 clusters Score -1.268366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -12683661.000000 Penalty: 5529.901855
	Iteration 85Q: 3 clusters Score -1.268366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43680 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -12683668.000000 Penalty: 5529.901855
	Iteration 86Q: 3 clusters Score -1.268367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -12683665.000000 Penalty: 5529.901855
	Iteration 87Q: 3 clusters Score -1.268366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -12683671.000000 Penalty: 5529.901855
	Iteration 88Q: 3 clusters Score -1.268367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -12683658.000000 Penalty: 5529.901855
	Iteration 89Q: 3 clusters Score -1.268366e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -12683668.000000 Penalty: 5529.901855
	Iteration 90Q: 3 clusters Score -1.268367e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43652 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -12683683.000000 Penalty: 5529.901855
	Iteration 91Q: 3 clusters Score -1.268368e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43646 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -12683684.000000 Penalty: 5529.901855
	Iteration 92Q: 3 clusters Score -1.268368e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -12683686.000000 Penalty: 5529.901855
	Iteration 93Q: 3 clusters Score -1.268369e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -12683685.000000 Penalty: 5529.901855
	Iteration 94Q: 3 clusters Score -1.268368e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43642 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -12683685.000000 Penalty: 5529.901855
	Iteration 95Q: 3 clusters Score -1.268368e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -12683685.000000 Penalty: 5529.901855
	Iteration 96Q: 3 clusters Score -1.268368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43642 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -12683681.000000 Penalty: 5529.901855
	Iteration 97Q: 3 clusters Score -1.268368e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -12683684.000000 Penalty: 5529.901855
	Iteration 98Q: 3 clusters Score -1.268368e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -12683685.000000 Penalty: 5529.901855
	Iteration 99Q: 3 clusters Score -1.268368e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -12683687.000000 Penalty: 5529.901855
	Iteration 100F: 3 clusters Score -1.268369e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43644 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -12683687.000000 Penalty: 5529.901855
	Iteration 101Q: 3 clusters Score -1.268369e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43651 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -12683680.000000 Penalty: 5529.901855
	Iteration 102Q: 3 clusters Score -1.268368e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -12683697.000000 Penalty: 5529.901855
	Iteration 103Q: 3 clusters Score -1.26837e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43647 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -12683680.000000 Penalty: 5529.901855
	Iteration 104Q: 3 clusters Score -1.268368e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -12683683.000000 Penalty: 5529.901855
	Iteration 105Q: 3 clusters Score -1.268368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -12683695.000000 Penalty: 5529.901855
	Iteration 106Q: 3 clusters Score -1.26837e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -12683692.000000 Penalty: 5529.901855
	Iteration 107Q: 3 clusters Score -1.268369e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -12683688.000000 Penalty: 5529.901855
	Iteration 108Q: 3 clusters Score -1.268369e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -12683695.000000 Penalty: 5529.901855
	Iteration 109Q: 3 clusters Score -1.26837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43628 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -12683700.000000 Penalty: 5529.901855
	Iteration 110Q: 3 clusters Score -1.26837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 25864 members 
Entering Unmasked Estep 
Score: -12683695.000000 Penalty: 5529.901855
	Iteration 111Q: 3 clusters Score -1.26837e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -12683699.000000 Penalty: 5529.901855
	Iteration 112Q: 3 clusters Score -1.26837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -12683699.000000 Penalty: 5529.901855
	Iteration 113F: 3 clusters Score -1.26837e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 949 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 22038 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 46011 members 
Mstep: Class 7 contains 1373 members 
Mstep: Class 8 contains 52426 members 
Mstep: Class 9 contains 2806 members 
Mstep: Class 10 contains 47051 members 
Mstep: Class 11 contains 47246 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 56209 members 
Mstep: Class 14 contains 32743 members 
Mstep: Class 15 contains 52499 members 
Mstep: Class 16 contains 49729 members 
Mstep: Class 17 contains 46369 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 43996 members 
Mstep: Class 20 contains 43631 members 
Mstep: Class 21 contains 25863 members 
Entering Unmasked Estep 
Score: -111166816.000000 Penalty: 69443.789062
Splitting cluster 20 changes total score from -111162640.000000 to -111166816.000000
So it's getting split into cluster 21.
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 44364 members 
Mstep: Class 2 contains 949 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 22038 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 46011 members 
Mstep: Class 7 contains 1373 members 
Mstep: Class 8 contains 52426 members 
Mstep: Class 9 contains 2806 members 
Mstep: Class 10 contains 47051 members 
Mstep: Class 11 contains 47246 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 56209 members 
Mstep: Class 14 contains 32743 members 
Mstep: Class 15 contains 52499 members 
Mstep: Class 16 contains 49729 members 
Mstep: Class 17 contains 46369 members 
Mstep: Class 18 contains 572 members 
Mstep: Class 19 contains 43996 members 
Mstep: Class 20 contains 43631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111169384.000000 Penalty: 69443.789062
Iteration 79Q: 22 clusters Score -1.111694e+08 nChanged 10116
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 44256 members 
Mstep: Class 2 contains 949 members 
Mstep: Class 3 contains 754 members 
Mstep: Class 4 contains 22508 members 
Mstep: Class 5 contains 441 members 
Mstep: Class 6 contains 45801 members 
Mstep: Class 7 contains 1371 members 
Mstep: Class 8 contains 52103 members 
Mstep: Class 9 contains 2809 members 
Mstep: Class 10 contains 46611 members 
Mstep: Class 11 contains 46830 members 
Mstep: Class 12 contains 776 members 
Mstep: Class 13 contains 56070 members 
Mstep: Class 14 contains 32890 members 
Mstep: Class 15 contains 52250 members 
Mstep: Class 16 contains 49446 members 
Mstep: Class 17 contains 45990 members 
Mstep: Class 18 contains 574 members 
Mstep: Class 19 contains 44146 members 
Mstep: Class 20 contains 45618 members 
Mstep: Class 21 contains 25653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111172632.000000 Penalty: 69443.789062
Iteration 80F: 22 clusters Score -1.111726e+08 nChanged 10038
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 949 members 
Mstep: Class 3 contains 763 members 
Mstep: Class 4 contains 22809 members 
Mstep: Class 5 contains 444 members 
Mstep: Class 6 contains 45346 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 51692 members 
Mstep: Class 9 contains 2814 members 
Mstep: Class 10 contains 45986 members 
Mstep: Class 11 contains 46160 members 
Mstep: Class 12 contains 767 members 
Mstep: Class 13 contains 55576 members 
Mstep: Class 14 contains 32749 members 
Mstep: Class 15 contains 51877 members 
Mstep: Class 16 contains 48450 members 
Mstep: Class 17 contains 45553 members 
Mstep: Class 18 contains 584 members 
Mstep: Class 19 contains 43735 members 
Mstep: Class 20 contains 47373 members 
Mstep: Class 21 contains 28885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111175440.000000 Penalty: 69443.789062
Iteration 81Q: 22 clusters Score -1.111754e+08 nChanged 9754
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 949 members 
Mstep: Class 3 contains 766 members 
Mstep: Class 4 contains 23102 members 
Mstep: Class 5 contains 446 members 
Mstep: Class 6 contains 44870 members 
Mstep: Class 7 contains 1366 members 
Mstep: Class 8 contains 51286 members 
Mstep: Class 9 contains 2814 members 
Mstep: Class 10 contains 45429 members 
Mstep: Class 11 contains 45523 members 
Mstep: Class 12 contains 763 members 
Mstep: Class 13 contains 55055 members 
Mstep: Class 14 contains 32749 members 
Mstep: Class 15 contains 51483 members 
Mstep: Class 16 contains 47475 members 
Mstep: Class 17 contains 45240 members 
Mstep: Class 18 contains 595 members 
Mstep: Class 19 contains 43207 members 
Mstep: Class 20 contains 49010 members 
Mstep: Class 21 contains 32025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111177120.000000 Penalty: 69443.789062
Iteration 82Q: 22 clusters Score -1.111771e+08 nChanged 10999
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 43073 members 
Mstep: Class 2 contains 948 members 
Mstep: Class 3 contains 770 members 
Mstep: Class 4 contains 23323 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44373 members 
Mstep: Class 7 contains 1362 members 
Mstep: Class 8 contains 50814 members 
Mstep: Class 9 contains 2815 members 
Mstep: Class 10 contains 44910 members 
Mstep: Class 11 contains 44909 members 
Mstep: Class 12 contains 761 members 
Mstep: Class 13 contains 54504 members 
Mstep: Class 14 contains 32820 members 
Mstep: Class 15 contains 51105 members 
Mstep: Class 16 contains 46428 members 
Mstep: Class 17 contains 44993 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 42694 members 
Mstep: Class 20 contains 50632 members 
Mstep: Class 21 contains 35571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111177848.000000 Penalty: 69443.789062
Iteration 83Q: 22 clusters Score -1.111778e+08 nChanged 12171
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 949 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 23511 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 43775 members 
Mstep: Class 7 contains 1367 members 
Mstep: Class 8 contains 50367 members 
Mstep: Class 9 contains 2818 members 
Mstep: Class 10 contains 44472 members 
Mstep: Class 11 contains 44354 members 
Mstep: Class 12 contains 762 members 
Mstep: Class 13 contains 53930 members 
Mstep: Class 14 contains 32857 members 
Mstep: Class 15 contains 50654 members 
Mstep: Class 16 contains 45232 members 
Mstep: Class 17 contains 44770 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 42231 members 
Mstep: Class 20 contains 52044 members 
Mstep: Class 21 contains 39634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111179384.000000 Penalty: 69443.789062
Iteration 84Q: 22 clusters Score -1.111794e+08 nChanged 13180
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 41673 members 
Mstep: Class 2 contains 951 members 
Mstep: Class 3 contains 766 members 
Mstep: Class 4 contains 23639 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 43105 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 49788 members 
Mstep: Class 9 contains 2822 members 
Mstep: Class 10 contains 44010 members 
Mstep: Class 11 contains 43941 members 
Mstep: Class 12 contains 763 members 
Mstep: Class 13 contains 53401 members 
Mstep: Class 14 contains 32895 members 
Mstep: Class 15 contains 50212 members 
Mstep: Class 16 contains 44176 members 
Mstep: Class 17 contains 44654 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 41882 members 
Mstep: Class 20 contains 52754 members 
Mstep: Class 21 contains 43999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111180096.000000 Penalty: 69443.789062
Iteration 85Q: 22 clusters Score -1.111801e+08 nChanged 12729
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 41482 members 
Mstep: Class 2 contains 951 members 
Mstep: Class 3 contains 764 members 
Mstep: Class 4 contains 23832 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42598 members 
Mstep: Class 7 contains 1366 members 
Mstep: Class 8 contains 49255 members 
Mstep: Class 9 contains 2822 members 
Mstep: Class 10 contains 43709 members 
Mstep: Class 11 contains 43654 members 
Mstep: Class 12 contains 765 members 
Mstep: Class 13 contains 52889 members 
Mstep: Class 14 contains 32931 members 
Mstep: Class 15 contains 49773 members 
Mstep: Class 16 contains 42931 members 
Mstep: Class 17 contains 44564 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 41555 members 
Mstep: Class 20 contains 52967 members 
Mstep: Class 21 contains 47988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111180856.000000 Penalty: 69443.789062
Iteration 86Q: 22 clusters Score -1.111809e+08 nChanged 11957
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 764 members 
Mstep: Class 4 contains 24050 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42252 members 
Mstep: Class 7 contains 1364 members 
Mstep: Class 8 contains 48714 members 
Mstep: Class 9 contains 2819 members 
Mstep: Class 10 contains 43579 members 
Mstep: Class 11 contains 43504 members 
Mstep: Class 12 contains 766 members 
Mstep: Class 13 contains 52463 members 
Mstep: Class 14 contains 32998 members 
Mstep: Class 15 contains 49311 members 
Mstep: Class 16 contains 41986 members 
Mstep: Class 17 contains 44471 members 
Mstep: Class 18 contains 609 members 
Mstep: Class 19 contains 41347 members 
Mstep: Class 20 contains 52360 members 
Mstep: Class 21 contains 51299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111181456.000000 Penalty: 69443.789062
Iteration 87Q: 22 clusters Score -1.111815e+08 nChanged 11444
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 42412 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 765 members 
Mstep: Class 4 contains 24296 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42012 members 
Mstep: Class 7 contains 1363 members 
Mstep: Class 8 contains 48151 members 
Mstep: Class 9 contains 2819 members 
Mstep: Class 10 contains 43508 members 
Mstep: Class 11 contains 43311 members 
Mstep: Class 12 contains 765 members 
Mstep: Class 13 contains 52087 members 
Mstep: Class 14 contains 33054 members 
Mstep: Class 15 contains 48839 members 
Mstep: Class 16 contains 41829 members 
Mstep: Class 17 contains 44351 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 41111 members 
Mstep: Class 20 contains 50744 members 
Mstep: Class 21 contains 54425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111182224.000000 Penalty: 69443.789062
Iteration 88Q: 22 clusters Score -1.111822e+08 nChanged 10133
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 951 members 
Mstep: Class 3 contains 765 members 
Mstep: Class 4 contains 24545 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41828 members 
Mstep: Class 7 contains 1366 members 
Mstep: Class 8 contains 47645 members 
Mstep: Class 9 contains 2819 members 
Mstep: Class 10 contains 43457 members 
Mstep: Class 11 contains 43101 members 
Mstep: Class 12 contains 765 members 
Mstep: Class 13 contains 51789 members 
Mstep: Class 14 contains 33067 members 
Mstep: Class 15 contains 48454 members 
Mstep: Class 16 contains 42021 members 
Mstep: Class 17 contains 44262 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 40857 members 
Mstep: Class 20 contains 48814 members 
Mstep: Class 21 contains 56911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111183584.000000 Penalty: 69443.789062
Iteration 89Q: 22 clusters Score -1.111836e+08 nChanged 9442
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44425 members 
Mstep: Class 2 contains 951 members 
Mstep: Class 3 contains 765 members 
Mstep: Class 4 contains 24792 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41762 members 
Mstep: Class 7 contains 1367 members 
Mstep: Class 8 contains 47251 members 
Mstep: Class 9 contains 2818 members 
Mstep: Class 10 contains 43436 members 
Mstep: Class 11 contains 42932 members 
Mstep: Class 12 contains 765 members 
Mstep: Class 13 contains 51484 members 
Mstep: Class 14 contains 33041 members 
Mstep: Class 15 contains 48111 members 
Mstep: Class 16 contains 42487 members 
Mstep: Class 17 contains 44085 members 
Mstep: Class 18 contains 615 members 
Mstep: Class 19 contains 40562 members 
Mstep: Class 20 contains 46911 members 
Mstep: Class 21 contains 58846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111184888.000000 Penalty: 69443.789062
Iteration 90Q: 22 clusters Score -1.111849e+08 nChanged 9887
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45334 members 
Mstep: Class 2 contains 951 members 
Mstep: Class 3 contains 765 members 
Mstep: Class 4 contains 25029 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41722 members 
Mstep: Class 7 contains 1367 members 
Mstep: Class 8 contains 46934 members 
Mstep: Class 9 contains 2818 members 
Mstep: Class 10 contains 43300 members 
Mstep: Class 11 contains 42755 members 
Mstep: Class 12 contains 765 members 
Mstep: Class 13 contains 51150 members 
Mstep: Class 14 contains 33016 members 
Mstep: Class 15 contains 47777 members 
Mstep: Class 16 contains 43384 members 
Mstep: Class 17 contains 43913 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 40295 members 
Mstep: Class 20 contains 45144 members 
Mstep: Class 21 contains 60373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111185976.000000 Penalty: 69443.789062
Iteration 91Q: 22 clusters Score -1.11186e+08 nChanged 10497
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46018 members 
Mstep: Class 2 contains 951 members 
Mstep: Class 3 contains 765 members 
Mstep: Class 4 contains 25297 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41694 members 
Mstep: Class 7 contains 1365 members 
Mstep: Class 8 contains 46671 members 
Mstep: Class 9 contains 2819 members 
Mstep: Class 10 contains 43063 members 
Mstep: Class 11 contains 42623 members 
Mstep: Class 12 contains 765 members 
Mstep: Class 13 contains 50849 members 
Mstep: Class 14 contains 32988 members 
Mstep: Class 15 contains 47507 members 
Mstep: Class 16 contains 44686 members 
Mstep: Class 17 contains 43745 members 
Mstep: Class 18 contains 615 members 
Mstep: Class 19 contains 40055 members 
Mstep: Class 20 contains 43826 members 
Mstep: Class 21 contains 61104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111185224.000000 Penalty: 69443.789062
Iteration 92Q: 22 clusters Score -1.111852e+08 nChanged 10402
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46558 members 
Mstep: Class 2 contains 951 members 
Mstep: Class 3 contains 765 members 
Mstep: Class 4 contains 25638 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41718 members 
Mstep: Class 7 contains 1365 members 
Mstep: Class 8 contains 46412 members 
Mstep: Class 9 contains 2819 members 
Mstep: Class 10 contains 42905 members 
Mstep: Class 11 contains 42543 members 
Mstep: Class 12 contains 765 members 
Mstep: Class 13 contains 50602 members 
Mstep: Class 14 contains 32973 members 
Mstep: Class 15 contains 47266 members 
Mstep: Class 16 contains 45991 members 
Mstep: Class 17 contains 43587 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 39901 members 
Mstep: Class 20 contains 43188 members 
Mstep: Class 21 contains 60845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111184272.000000 Penalty: 69443.789062
Iteration 93Q: 22 clusters Score -1.111843e+08 nChanged 9253
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46887 members 
Mstep: Class 2 contains 950 members 
Mstep: Class 3 contains 765 members 
Mstep: Class 4 contains 26078 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41795 members 
Mstep: Class 7 contains 1365 members 
Mstep: Class 8 contains 46260 members 
Mstep: Class 9 contains 2822 members 
Mstep: Class 10 contains 42803 members 
Mstep: Class 11 contains 42642 members 
Mstep: Class 12 contains 765 members 
Mstep: Class 13 contains 50356 members 
Mstep: Class 14 contains 32946 members 
Mstep: Class 15 contains 47082 members 
Mstep: Class 16 contains 46834 members 
Mstep: Class 17 contains 43481 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 39818 members 
Mstep: Class 20 contains 43131 members 
Mstep: Class 21 contains 60012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111185168.000000 Penalty: 69443.789062
Iteration 94Q: 22 clusters Score -1.111852e+08 nChanged 7913
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 47054 members 
Mstep: Class 2 contains 951 members 
Mstep: Class 3 contains 765 members 
Mstep: Class 4 contains 26476 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41917 members 
Mstep: Class 7 contains 1364 members 
Mstep: Class 8 contains 46160 members 
Mstep: Class 9 contains 2820 members 
Mstep: Class 10 contains 42728 members 
Mstep: Class 11 contains 42769 members 
Mstep: Class 12 contains 765 members 
Mstep: Class 13 contains 50196 members 
Mstep: Class 14 contains 32920 members 
Mstep: Class 15 contains 46947 members 
Mstep: Class 16 contains 47386 members 
Mstep: Class 17 contains 43391 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 39776 members 
Mstep: Class 20 contains 43298 members 
Mstep: Class 21 contains 59111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111185912.000000 Penalty: 69443.789062
Iteration 95Q: 22 clusters Score -1.111859e+08 nChanged 7123
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 951 members 
Mstep: Class 3 contains 765 members 
Mstep: Class 4 contains 26930 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42022 members 
Mstep: Class 7 contains 1363 members 
Mstep: Class 8 contains 46157 members 
Mstep: Class 9 contains 2821 members 
Mstep: Class 10 contains 42742 members 
Mstep: Class 11 contains 42874 members 
Mstep: Class 12 contains 765 members 
Mstep: Class 13 contains 50048 members 
Mstep: Class 14 contains 32891 members 
Mstep: Class 15 contains 46775 members 
Mstep: Class 16 contains 47738 members 
Mstep: Class 17 contains 43308 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 39716 members 
Mstep: Class 20 contains 43726 members 
Mstep: Class 21 contains 58309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111186496.000000 Penalty: 69443.789062
Iteration 96Q: 22 clusters Score -1.111865e+08 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46459 members 
Mstep: Class 2 contains 951 members 
Mstep: Class 3 contains 765 members 
Mstep: Class 4 contains 27404 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42126 members 
Mstep: Class 7 contains 1364 members 
Mstep: Class 8 contains 46153 members 
Mstep: Class 9 contains 2820 members 
Mstep: Class 10 contains 42791 members 
Mstep: Class 11 contains 42954 members 
Mstep: Class 12 contains 765 members 
Mstep: Class 13 contains 49915 members 
Mstep: Class 14 contains 32865 members 
Mstep: Class 15 contains 46656 members 
Mstep: Class 16 contains 47972 members 
Mstep: Class 17 contains 43264 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 39676 members 
Mstep: Class 20 contains 44139 members 
Mstep: Class 21 contains 57755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111186856.000000 Penalty: 69443.789062
Iteration 97Q: 22 clusters Score -1.111869e+08 nChanged 6325
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45974 members 
Mstep: Class 2 contains 951 members 
Mstep: Class 3 contains 765 members 
Mstep: Class 4 contains 27926 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42203 members 
Mstep: Class 7 contains 1365 members 
Mstep: Class 8 contains 46074 members 
Mstep: Class 9 contains 2820 members 
Mstep: Class 10 contains 42922 members 
Mstep: Class 11 contains 43036 members 
Mstep: Class 12 contains 765 members 
Mstep: Class 13 contains 49843 members 
Mstep: Class 14 contains 32809 members 
Mstep: Class 15 contains 46552 members 
Mstep: Class 16 contains 48180 members 
Mstep: Class 17 contains 43252 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 39647 members 
Mstep: Class 20 contains 44418 members 
Mstep: Class 21 contains 57292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111186856.000000 Penalty: 69443.789062
Iteration 98Q: 22 clusters Score -1.111869e+08 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 951 members 
Mstep: Class 3 contains 765 members 
Mstep: Class 4 contains 28470 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42219 members 
Mstep: Class 7 contains 1365 members 
Mstep: Class 8 contains 46038 members 
Mstep: Class 9 contains 2820 members 
Mstep: Class 10 contains 43068 members 
Mstep: Class 11 contains 43123 members 
Mstep: Class 12 contains 765 members 
Mstep: Class 13 contains 49812 members 
Mstep: Class 14 contains 32729 members 
Mstep: Class 15 contains 46471 members 
Mstep: Class 16 contains 48370 members 
Mstep: Class 17 contains 43217 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 39624 members 
Mstep: Class 20 contains 44680 members 
Mstep: Class 21 contains 56905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111186704.000000 Penalty: 69443.789062
Iteration 99Q: 22 clusters Score -1.111867e+08 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 951 members 
Mstep: Class 3 contains 765 members 
Mstep: Class 4 contains 29074 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42294 members 
Mstep: Class 7 contains 1366 members 
Mstep: Class 8 contains 45966 members 
Mstep: Class 9 contains 2820 members 
Mstep: Class 10 contains 43266 members 
Mstep: Class 11 contains 43206 members 
Mstep: Class 12 contains 765 members 
Mstep: Class 13 contains 49825 members 
Mstep: Class 14 contains 32679 members 
Mstep: Class 15 contains 46399 members 
Mstep: Class 16 contains 48524 members 
Mstep: Class 17 contains 43195 members 
Mstep: Class 18 contains 609 members 
Mstep: Class 19 contains 39579 members 
Mstep: Class 20 contains 44810 members 
Mstep: Class 21 contains 56518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111190128.000000 Penalty: 69443.789062
Iteration 100F: 22 clusters Score -1.111901e+08 nChanged 9754
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44014 members 
Mstep: Class 2 contains 951 members 
Mstep: Class 3 contains 766 members 
Mstep: Class 4 contains 29655 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42330 members 
Mstep: Class 7 contains 1365 members 
Mstep: Class 8 contains 45904 members 
Mstep: Class 9 contains 2820 members 
Mstep: Class 10 contains 43253 members 
Mstep: Class 11 contains 43212 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 49637 members 
Mstep: Class 14 contains 32590 members 
Mstep: Class 15 contains 46304 members 
Mstep: Class 16 contains 48692 members 
Mstep: Class 17 contains 43166 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 39426 members 
Mstep: Class 20 contains 42132 members 
Mstep: Class 21 contains 59818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111187832.000000 Penalty: 69443.789062
Iteration 101Q: 22 clusters Score -1.111878e+08 nChanged 11946
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 43680 members 
Mstep: Class 2 contains 951 members 
Mstep: Class 3 contains 766 members 
Mstep: Class 4 contains 30273 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42371 members 
Mstep: Class 7 contains 1366 members 
Mstep: Class 8 contains 45807 members 
Mstep: Class 9 contains 2819 members 
Mstep: Class 10 contains 43201 members 
Mstep: Class 11 contains 43249 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 49555 members 
Mstep: Class 14 contains 32541 members 
Mstep: Class 15 contains 46171 members 
Mstep: Class 16 contains 49413 members 
Mstep: Class 17 contains 43077 members 
Mstep: Class 18 contains 601 members 
Mstep: Class 19 contains 39457 members 
Mstep: Class 20 contains 39554 members 
Mstep: Class 21 contains 61790 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 102Q: 22 clusters Score -1.111859e+08 nChanged 12783
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 950 members 
Mstep: Class 3 contains 766 members 
Mstep: Class 4 contains 30982 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42463 members 
Mstep: Class 7 contains 1366 members 
Mstep: Class 8 contains 45750 members 
Mstep: Class 9 contains 2819 members 
Mstep: Class 10 contains 43219 members 
Mstep: Class 11 contains 43355 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 49621 members 
Mstep: Class 14 contains 32563 members 
Mstep: Class 15 contains 46036 members 
Mstep: Class 16 contains 50108 members 
Mstep: Class 17 contains 43053 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 39565 members 
Mstep: Class 20 contains 37170 members 
Mstep: Class 21 contains 62830 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 103Q: 22 clusters Score -1.111843e+08 nChanged 12081
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 765 members 
Mstep: Class 4 contains 31823 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42567 members 
Mstep: Class 7 contains 1363 members 
Mstep: Class 8 contains 45724 members 
Mstep: Class 9 contains 2819 members 
Mstep: Class 10 contains 43389 members 
Mstep: Class 11 contains 43461 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 49728 members 
Mstep: Class 14 contains 32612 members 
Mstep: Class 15 contains 45902 members 
Mstep: Class 16 contains 50459 members 
Mstep: Class 17 contains 43048 members 
Mstep: Class 18 contains 603 members 
Mstep: Class 19 contains 39758 members 
Mstep: Class 20 contains 35241 members 
Mstep: Class 21 contains 63171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111183480.000000 Penalty: 69443.789062
Iteration 104Q: 22 clusters Score -1.111835e+08 nChanged 10840
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 43195 members 
Mstep: Class 2 contains 951 members 
Mstep: Class 3 contains 766 members 
Mstep: Class 4 contains 32758 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42676 members 
Mstep: Class 7 contains 1362 members 
Mstep: Class 8 contains 45741 members 
Mstep: Class 9 contains 2819 members 
Mstep: Class 10 contains 43610 members 
Mstep: Class 11 contains 43620 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 49840 members 
Mstep: Class 14 contains 32666 members 
Mstep: Class 15 contains 45777 members 
Mstep: Class 16 contains 50506 members 
Mstep: Class 17 contains 43052 members 
Mstep: Class 18 contains 604 members 
Mstep: Class 19 contains 40010 members 
Mstep: Class 20 contains 34126 members 
Mstep: Class 21 contains 62563 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 105Q: 22 clusters Score -1.111837e+08 nChanged 9398
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 950 members 
Mstep: Class 3 contains 767 members 
Mstep: Class 4 contains 33754 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42744 members 
Mstep: Class 7 contains 1363 members 
Mstep: Class 8 contains 45735 members 
Mstep: Class 9 contains 2818 members 
Mstep: Class 10 contains 43801 members 
Mstep: Class 11 contains 43794 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 49922 members 
Mstep: Class 14 contains 32692 members 
Mstep: Class 15 contains 45646 members 
Mstep: Class 16 contains 50314 members 
Mstep: Class 17 contains 43046 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 40244 members 
Mstep: Class 20 contains 33759 members 
Mstep: Class 21 contains 61505 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 106Q: 22 clusters Score -1.11185e+08 nChanged 8180
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 949 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 34814 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42743 members 
Mstep: Class 7 contains 1364 members 
Mstep: Class 8 contains 45680 members 
Mstep: Class 9 contains 2817 members 
Mstep: Class 10 contains 43906 members 
Mstep: Class 11 contains 43874 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 49953 members 
Mstep: Class 14 contains 32722 members 
Mstep: Class 15 contains 45558 members 
Mstep: Class 16 contains 49953 members 
Mstep: Class 17 contains 43044 members 
Mstep: Class 18 contains 606 members 
Mstep: Class 19 contains 40469 members 
Mstep: Class 20 contains 33943 members 
Mstep: Class 21 contains 60271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111186248.000000 Penalty: 69443.789062
Iteration 107Q: 22 clusters Score -1.111862e+08 nChanged 7091
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 43191 members 
Mstep: Class 2 contains 948 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 35861 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42669 members 
Mstep: Class 7 contains 1362 members 
Mstep: Class 8 contains 45564 members 
Mstep: Class 9 contains 2817 members 
Mstep: Class 10 contains 43946 members 
Mstep: Class 11 contains 43933 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 49931 members 
Mstep: Class 14 contains 32708 members 
Mstep: Class 15 contains 45499 members 
Mstep: Class 16 contains 49389 members 
Mstep: Class 17 contains 43037 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 40627 members 
Mstep: Class 20 contains 34660 members 
Mstep: Class 21 contains 59123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111187768.000000 Penalty: 69443.789062
Iteration 108Q: 22 clusters Score -1.111878e+08 nChanged 6476
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 43268 members 
Mstep: Class 2 contains 948 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 36855 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42607 members 
Mstep: Class 7 contains 1362 members 
Mstep: Class 8 contains 45453 members 
Mstep: Class 9 contains 2818 members 
Mstep: Class 10 contains 43927 members 
Mstep: Class 11 contains 43883 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 49862 members 
Mstep: Class 14 contains 32688 members 
Mstep: Class 15 contains 45434 members 
Mstep: Class 16 contains 48768 members 
Mstep: Class 17 contains 42980 members 
Mstep: Class 18 contains 607 members 
Mstep: Class 19 contains 40719 members 
Mstep: Class 20 contains 35694 members 
Mstep: Class 21 contains 58000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111189384.000000 Penalty: 69443.789062
Iteration 109Q: 22 clusters Score -1.111894e+08 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 43301 members 
Mstep: Class 2 contains 948 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 37916 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42532 members 
Mstep: Class 7 contains 1362 members 
Mstep: Class 8 contains 45315 members 
Mstep: Class 9 contains 2818 members 
Mstep: Class 10 contains 43779 members 
Mstep: Class 11 contains 43787 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 49735 members 
Mstep: Class 14 contains 32663 members 
Mstep: Class 15 contains 45382 members 
Mstep: Class 16 contains 48016 members 
Mstep: Class 17 contains 42913 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 40770 members 
Mstep: Class 20 contains 37120 members 
Mstep: Class 21 contains 56908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111190256.000000 Penalty: 69443.789062
Iteration 110Q: 22 clusters Score -1.111903e+08 nChanged 6423
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 43275 members 
Mstep: Class 2 contains 948 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 38997 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42384 members 
Mstep: Class 7 contains 1365 members 
Mstep: Class 8 contains 45180 members 
Mstep: Class 9 contains 2818 members 
Mstep: Class 10 contains 43541 members 
Mstep: Class 11 contains 43664 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 49591 members 
Mstep: Class 14 contains 32626 members 
Mstep: Class 15 contains 45252 members 
Mstep: Class 16 contains 47270 members 
Mstep: Class 17 contains 42829 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 40767 members 
Mstep: Class 20 contains 38755 members 
Mstep: Class 21 contains 56003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111191544.000000 Penalty: 69443.789062
Iteration 111Q: 22 clusters Score -1.111915e+08 nChanged 6254
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 948 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 39987 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42117 members 
Mstep: Class 7 contains 1367 members 
Mstep: Class 8 contains 45027 members 
Mstep: Class 9 contains 2819 members 
Mstep: Class 10 contains 43315 members 
Mstep: Class 11 contains 43466 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 49408 members 
Mstep: Class 14 contains 32583 members 
Mstep: Class 15 contains 45156 members 
Mstep: Class 16 contains 46662 members 
Mstep: Class 17 contains 42740 members 
Mstep: Class 18 contains 608 members 
Mstep: Class 19 contains 40713 members 
Mstep: Class 20 contains 40497 members 
Mstep: Class 21 contains 55205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111192656.000000 Penalty: 69443.789062
Iteration 112Q: 22 clusters Score -1.111927e+08 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 43143 members 
Mstep: Class 2 contains 948 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 40967 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41850 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 44965 members 
Mstep: Class 9 contains 2819 members 
Mstep: Class 10 contains 42994 members 
Mstep: Class 11 contains 43290 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 49167 members 
Mstep: Class 14 contains 32537 members 
Mstep: Class 15 contains 45036 members 
Mstep: Class 16 contains 46132 members 
Mstep: Class 17 contains 42614 members 
Mstep: Class 18 contains 609 members 
Mstep: Class 19 contains 40651 members 
Mstep: Class 20 contains 42410 members 
Mstep: Class 21 contains 54373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111193688.000000 Penalty: 69443.789062
Iteration 113Q: 22 clusters Score -1.111937e+08 nChanged 5882
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 948 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 42121 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41624 members 
Mstep: Class 7 contains 1368 members 
Mstep: Class 8 contains 44852 members 
Mstep: Class 9 contains 2819 members 
Mstep: Class 10 contains 42709 members 
Mstep: Class 11 contains 43099 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48949 members 
Mstep: Class 14 contains 32467 members 
Mstep: Class 15 contains 44979 members 
Mstep: Class 16 contains 45663 members 
Mstep: Class 17 contains 42526 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 40546 members 
Mstep: Class 20 contains 43942 members 
Mstep: Class 21 contains 53717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111194680.000000 Penalty: 69443.789062
Iteration 114Q: 22 clusters Score -1.111947e+08 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 948 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 43339 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41518 members 
Mstep: Class 7 contains 1367 members 
Mstep: Class 8 contains 44779 members 
Mstep: Class 9 contains 2817 members 
Mstep: Class 10 contains 42475 members 
Mstep: Class 11 contains 42895 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48690 members 
Mstep: Class 14 contains 32401 members 
Mstep: Class 15 contains 44901 members 
Mstep: Class 16 contains 45163 members 
Mstep: Class 17 contains 42451 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 40380 members 
Mstep: Class 20 contains 45216 members 
Mstep: Class 21 contains 53335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111195184.000000 Penalty: 69443.789062
Iteration 115Q: 22 clusters Score -1.111952e+08 nChanged 6757
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 948 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 44597 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41485 members 
Mstep: Class 7 contains 1366 members 
Mstep: Class 8 contains 44658 members 
Mstep: Class 9 contains 2814 members 
Mstep: Class 10 contains 42271 members 
Mstep: Class 11 contains 42755 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48460 members 
Mstep: Class 14 contains 32321 members 
Mstep: Class 15 contains 44780 members 
Mstep: Class 16 contains 44773 members 
Mstep: Class 17 contains 42361 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 40142 members 
Mstep: Class 20 contains 46425 members 
Mstep: Class 21 contains 53154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111195016.000000 Penalty: 69443.789062
Iteration 116Q: 22 clusters Score -1.11195e+08 nChanged 8200
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 41009 members 
Mstep: Class 2 contains 948 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 45854 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41511 members 
Mstep: Class 7 contains 1365 members 
Mstep: Class 8 contains 44596 members 
Mstep: Class 9 contains 2813 members 
Mstep: Class 10 contains 42087 members 
Mstep: Class 11 contains 42702 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48224 members 
Mstep: Class 14 contains 32204 members 
Mstep: Class 15 contains 44678 members 
Mstep: Class 16 contains 44486 members 
Mstep: Class 17 contains 42258 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 39876 members 
Mstep: Class 20 contains 47479 members 
Mstep: Class 21 contains 53172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111194368.000000 Penalty: 69443.789062
Iteration 117Q: 22 clusters Score -1.111944e+08 nChanged 9777
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 949 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 46988 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41534 members 
Mstep: Class 7 contains 1365 members 
Mstep: Class 8 contains 44497 members 
Mstep: Class 9 contains 2812 members 
Mstep: Class 10 contains 41984 members 
Mstep: Class 11 contains 42635 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48071 members 
Mstep: Class 14 contains 32102 members 
Mstep: Class 15 contains 44619 members 
Mstep: Class 16 contains 44273 members 
Mstep: Class 17 contains 42155 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 39651 members 
Mstep: Class 20 contains 48338 members 
Mstep: Class 21 contains 53467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111193560.000000 Penalty: 69443.789062
Iteration 118Q: 22 clusters Score -1.111936e+08 nChanged 10427
Entering ConstructFrom: 
Score: -111193560.000000 Penalty: 69443.789062
Entering ConstructFrom: 
Trying to split cluster 1 (38669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Entering Unmasked Estep 
Score: -7074410.000000 Penalty: 2619.572754
	Iteration 0F: 2 clusters Score -7074410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -7048093.500000 Penalty: 5239.145508
	Iteration 0F: 3 clusters Score -7048094 nChanged 17743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -7057791.500000 Penalty: 5239.145508
	Iteration 1F: 3 clusters Score -7057792 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -7058427.500000 Penalty: 5239.145508
	Iteration 2Q: 3 clusters Score -7058428 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 18831 members 
Entering Unmasked Estep 
Score: -7059126.500000 Penalty: 5239.145508
	Iteration 3Q: 3 clusters Score -7059126 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -7059797.500000 Penalty: 5239.145508
	Iteration 4Q: 3 clusters Score -7059798 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -7060585.500000 Penalty: 5239.145508
	Iteration 5Q: 3 clusters Score -7060586 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -7061640.000000 Penalty: 5239.145508
	Iteration 6Q: 3 clusters Score -7061640 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -7063056.500000 Penalty: 5239.145508
	Iteration 7F: 3 clusters Score -7063056 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -7064851.500000 Penalty: 5239.145508
	Iteration 8F: 3 clusters Score -7064852 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -7066630.500000 Penalty: 5239.145508
	Iteration 9F: 3 clusters Score -7066630 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -7067673.000000 Penalty: 5239.145508
	Iteration 10Q: 3 clusters Score -7067673 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -7068173.500000 Penalty: 5239.145508
	Iteration 11Q: 3 clusters Score -7068174 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -7068470.500000 Penalty: 5239.145508
	Iteration 12Q: 3 clusters Score -7068470 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -7068659.500000 Penalty: 5239.145508
	Iteration 13Q: 3 clusters Score -7068660 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -7068821.000000 Penalty: 5239.145508
	Iteration 14Q: 3 clusters Score -7068821 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -7068957.000000 Penalty: 5239.145508
	Iteration 15Q: 3 clusters Score -7068957 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -7069099.000000 Penalty: 5239.145508
	Iteration 16Q: 3 clusters Score -7069099 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -7069237.500000 Penalty: 5239.145508
	Iteration 17Q: 3 clusters Score -7069238 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -7069352.500000 Penalty: 5239.145508
	Iteration 18Q: 3 clusters Score -7069352 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -7069403.000000 Penalty: 5239.145508
	Iteration 19Q: 3 clusters Score -7069403 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -7069516.000000 Penalty: 5239.145508
	Iteration 20F: 3 clusters Score -7069516 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -7069605.500000 Penalty: 5239.145508
	Iteration 21Q: 3 clusters Score -7069606 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -7069695.000000 Penalty: 5239.145508
	Iteration 22Q: 3 clusters Score -7069695 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -7069781.000000 Penalty: 5239.145508
	Iteration 23Q: 3 clusters Score -7069781 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -7069836.500000 Penalty: 5239.145508
	Iteration 24Q: 3 clusters Score -7069836 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -7069881.500000 Penalty: 5239.145508
	Iteration 25Q: 3 clusters Score -7069882 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -7069922.500000 Penalty: 5239.145508
	Iteration 26Q: 3 clusters Score -7069922 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -7069991.500000 Penalty: 5239.145508
	Iteration 27Q: 3 clusters Score -7069992 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -7070020.500000 Penalty: 5239.145508
	Iteration 28Q: 3 clusters Score -7070020 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -7070088.500000 Penalty: 5239.145508
	Iteration 29Q: 3 clusters Score -7070088 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -7070129.500000 Penalty: 5239.145508
	Iteration 30Q: 3 clusters Score -7070130 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -7070189.000000 Penalty: 5239.145508
	Iteration 31Q: 3 clusters Score -7070189 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -7070241.000000 Penalty: 5239.145508
	Iteration 32Q: 3 clusters Score -7070241 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -7070268.000000 Penalty: 5239.145508
	Iteration 33Q: 3 clusters Score -7070268 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -7070309.000000 Penalty: 5239.145508
	Iteration 34Q: 3 clusters Score -7070309 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -7070337.000000 Penalty: 5239.145508
	Iteration 35Q: 3 clusters Score -7070337 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -7070356.000000 Penalty: 5239.145508
	Iteration 36Q: 3 clusters Score -7070356 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -7070414.500000 Penalty: 5239.145508
	Iteration 37Q: 3 clusters Score -7070414 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -7070478.500000 Penalty: 5239.145508
	Iteration 38Q: 3 clusters Score -7070478 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -7070515.500000 Penalty: 5239.145508
	Iteration 39Q: 3 clusters Score -7070516 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -7070559.000000 Penalty: 5239.145508
	Iteration 40F: 3 clusters Score -7070559 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -7070584.000000 Penalty: 5239.145508
	Iteration 41Q: 3 clusters Score -7070584 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -7070635.000000 Penalty: 5239.145508
	Iteration 42Q: 3 clusters Score -7070635 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -7070653.500000 Penalty: 5239.145508
	Iteration 43Q: 3 clusters Score -7070654 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -7070691.000000 Penalty: 5239.145508
	Iteration 44Q: 3 clusters Score -7070691 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -7070757.000000 Penalty: 5239.145508
	Iteration 45Q: 3 clusters Score -7070757 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -7070798.000000 Penalty: 5239.145508
	Iteration 46Q: 3 clusters Score -7070798 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -7070855.000000 Penalty: 5239.145508
	Iteration 47Q: 3 clusters Score -7070855 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -7070907.000000 Penalty: 5239.145508
	Iteration 48Q: 3 clusters Score -7070907 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -7070961.500000 Penalty: 5239.145508
	Iteration 49Q: 3 clusters Score -7070962 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -7071029.500000 Penalty: 5239.145508
	Iteration 50Q: 3 clusters Score -7071030 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -7071077.000000 Penalty: 5239.145508
	Iteration 51Q: 3 clusters Score -7071077 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -7071163.500000 Penalty: 5239.145508
	Iteration 52Q: 3 clusters Score -7071164 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -7071259.000000 Penalty: 5239.145508
	Iteration 53Q: 3 clusters Score -7071259 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -7071312.500000 Penalty: 5239.145508
	Iteration 54Q: 3 clusters Score -7071312 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -7071372.500000 Penalty: 5239.145508
	Iteration 55Q: 3 clusters Score -7071372 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -7071412.000000 Penalty: 5239.145508
	Iteration 56Q: 3 clusters Score -7071412 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -7071492.500000 Penalty: 5239.145508
	Iteration 57Q: 3 clusters Score -7071492 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34041 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -7071522.500000 Penalty: 5239.145508
	Iteration 58Q: 3 clusters Score -7071522 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -7071543.500000 Penalty: 5239.145508
	Iteration 59Q: 3 clusters Score -7071544 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -7071610.000000 Penalty: 5239.145508
	Iteration 60F: 3 clusters Score -7071610 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -7071630.000000 Penalty: 5239.145508
	Iteration 61Q: 3 clusters Score -7071630 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -7071683.500000 Penalty: 5239.145508
	Iteration 62Q: 3 clusters Score -7071684 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -7071735.500000 Penalty: 5239.145508
	Iteration 63Q: 3 clusters Score -7071736 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -7071750.000000 Penalty: 5239.145508
	Iteration 64Q: 3 clusters Score -7071750 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -7071807.000000 Penalty: 5239.145508
	Iteration 65Q: 3 clusters Score -7071807 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -7071832.500000 Penalty: 5239.145508
	Iteration 66Q: 3 clusters Score -7071832 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -7071878.000000 Penalty: 5239.145508
	Iteration 67Q: 3 clusters Score -7071878 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36095 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -7071908.000000 Penalty: 5239.145508
	Iteration 68Q: 3 clusters Score -7071908 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -7071922.000000 Penalty: 5239.145508
	Iteration 69Q: 3 clusters Score -7071922 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -7071948.000000 Penalty: 5239.145508
	Iteration 70Q: 3 clusters Score -7071948 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -7071973.000000 Penalty: 5239.145508
	Iteration 71Q: 3 clusters Score -7071973 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -7072001.500000 Penalty: 5239.145508
	Iteration 72Q: 3 clusters Score -7072002 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -7072009.500000 Penalty: 5239.145508
	Iteration 73Q: 3 clusters Score -7072010 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -7072029.000000 Penalty: 5239.145508
	Iteration 74Q: 3 clusters Score -7072029 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -7072037.000000 Penalty: 5239.145508
	Iteration 75Q: 3 clusters Score -7072037 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36925 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -7072059.000000 Penalty: 5239.145508
	Iteration 76Q: 3 clusters Score -7072059 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36998 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -7072085.000000 Penalty: 5239.145508
	Iteration 77Q: 3 clusters Score -7072085 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -7072101.500000 Penalty: 5239.145508
	Iteration 78Q: 3 clusters Score -7072102 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -7072104.000000 Penalty: 5239.145508
	Iteration 79Q: 3 clusters Score -7072104 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -7072122.500000 Penalty: 5239.145508
	Iteration 80F: 3 clusters Score -7072122 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -7072127.000000 Penalty: 5239.145508
	Iteration 81Q: 3 clusters Score -7072127 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -7072142.000000 Penalty: 5239.145508
	Iteration 82Q: 3 clusters Score -7072142 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -7072144.500000 Penalty: 5239.145508
	Iteration 83Q: 3 clusters Score -7072144 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37330 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -7072138.000000 Penalty: 5239.145508
	Iteration 84Q: 3 clusters Score -7072138 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7072167.000000 Penalty: 5239.145508
	Iteration 85Q: 3 clusters Score -7072167 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -7072191.000000 Penalty: 5239.145508
	Iteration 86Q: 3 clusters Score -7072191 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -7072195.500000 Penalty: 5239.145508
	Iteration 87Q: 3 clusters Score -7072196 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -7072200.000000 Penalty: 5239.145508
	Iteration 88Q: 3 clusters Score -7072200 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -7072212.000000 Penalty: 5239.145508
	Iteration 89Q: 3 clusters Score -7072212 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -7072228.500000 Penalty: 5239.145508
	Iteration 90Q: 3 clusters Score -7072228 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -7072226.500000 Penalty: 5239.145508
	Iteration 91Q: 3 clusters Score -7072226 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -7072233.500000 Penalty: 5239.145508
	Iteration 92Q: 3 clusters Score -7072234 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37632 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -7072224.000000 Penalty: 5239.145508
	Iteration 93Q: 3 clusters Score -7072224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -7072234.000000 Penalty: 5239.145508
	Iteration 94Q: 3 clusters Score -7072234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37673 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -7072243.500000 Penalty: 5239.145508
	Iteration 95Q: 3 clusters Score -7072244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -7072255.000000 Penalty: 5239.145508
	Iteration 96Q: 3 clusters Score -7072255 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -7072254.500000 Penalty: 5239.145508
	Iteration 97Q: 3 clusters Score -7072254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37734 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -7072267.500000 Penalty: 5239.145508
	Iteration 98Q: 3 clusters Score -7072268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7072276.500000 Penalty: 5239.145508
	Iteration 99Q: 3 clusters Score -7072276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37770 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -7072281.500000 Penalty: 5239.145508
	Iteration 100F: 3 clusters Score -7072282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -7072271.500000 Penalty: 5239.145508
	Iteration 101Q: 3 clusters Score -7072272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -7072279.500000 Penalty: 5239.145508
	Iteration 102Q: 3 clusters Score -7072280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37818 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -7072296.500000 Penalty: 5239.145508
	Iteration 103Q: 3 clusters Score -7072296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -7072291.500000 Penalty: 5239.145508
	Iteration 104Q: 3 clusters Score -7072292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -7072293.500000 Penalty: 5239.145508
	Iteration 105Q: 3 clusters Score -7072294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -7072300.000000 Penalty: 5239.145508
	Iteration 106Q: 3 clusters Score -7072300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -7072299.500000 Penalty: 5239.145508
	Iteration 107Q: 3 clusters Score -7072300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -7072295.000000 Penalty: 5239.145508
	Iteration 108Q: 3 clusters Score -7072295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37841 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -7072298.500000 Penalty: 5239.145508
	Iteration 109Q: 3 clusters Score -7072298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -7072296.000000 Penalty: 5239.145508
	Iteration 110Q: 3 clusters Score -7072296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -7072296.500000 Penalty: 5239.145508
	Iteration 111Q: 3 clusters Score -7072296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -7072301.000000 Penalty: 5239.145508
	Iteration 112Q: 3 clusters Score -7072301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37855 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -7072299.500000 Penalty: 5239.145508
	Iteration 113Q: 3 clusters Score -7072300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37860 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -7072292.500000 Penalty: 5239.145508
	Iteration 114Q: 3 clusters Score -7072292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7072298.000000 Penalty: 5239.145508
	Iteration 115Q: 3 clusters Score -7072298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -7072300.500000 Penalty: 5239.145508
	Iteration 116Q: 3 clusters Score -7072300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37868 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7072299.500000 Penalty: 5239.145508
	Iteration 117Q: 3 clusters Score -7072300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37868 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -7072299.500000 Penalty: 5239.145508
	Iteration 118F: 3 clusters Score -7072300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Entering Unmasked Estep 
Score: -144006.484375 Penalty: 1700.141357
	Iteration 0F: 2 clusters Score -144006.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -142255.906250 Penalty: 3400.282715
	Iteration 0F: 3 clusters Score -142255.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -142757.562500 Penalty: 3400.282715
	Iteration 1F: 3 clusters Score -142757.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -143066.203125 Penalty: 3400.282715
	Iteration 2F: 3 clusters Score -143066.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -143350.125000 Penalty: 3400.282715
	Iteration 3F: 3 clusters Score -143350.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -143647.296875 Penalty: 3400.282715
	Iteration 4F: 3 clusters Score -143647.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -143888.312500 Penalty: 3400.282715
	Iteration 5F: 3 clusters Score -143888.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -144028.765625 Penalty: 3400.282715
	Iteration 6Q: 3 clusters Score -144028.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -144126.734375 Penalty: 3400.282715
	Iteration 7Q: 3 clusters Score -144126.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -144196.390625 Penalty: 3400.282715
	Iteration 8Q: 3 clusters Score -144196.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -144266.078125 Penalty: 3400.282715
	Iteration 9Q: 3 clusters Score -144266.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -144304.312500 Penalty: 3400.282715
	Iteration 10Q: 3 clusters Score -144304.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -144336.343750 Penalty: 3400.282715
	Iteration 11Q: 3 clusters Score -144336.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -144356.578125 Penalty: 3400.282715
	Iteration 12Q: 3 clusters Score -144356.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -144369.765625 Penalty: 3400.282715
	Iteration 13Q: 3 clusters Score -144369.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -144390.906250 Penalty: 3400.282715
	Iteration 14Q: 3 clusters Score -144390.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -144413.812500 Penalty: 3400.282715
	Iteration 15Q: 3 clusters Score -144413.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -144422.421875 Penalty: 3400.282715
	Iteration 16Q: 3 clusters Score -144422.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -144427.921875 Penalty: 3400.282715
	Iteration 17Q: 3 clusters Score -144427.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -144429.656250 Penalty: 3400.282715
	Iteration 18Q: 3 clusters Score -144429.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -144429.656250 Penalty: 3400.282715
	Iteration 19F: 3 clusters Score -144429.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 379 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 47851 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41504 members 
Mstep: Class 7 contains 1366 members 
Mstep: Class 8 contains 44445 members 
Mstep: Class 9 contains 2810 members 
Mstep: Class 10 contains 41987 members 
Mstep: Class 11 contains 42586 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48019 members 
Mstep: Class 14 contains 32028 members 
Mstep: Class 15 contains 44621 members 
Mstep: Class 16 contains 44285 members 
Mstep: Class 17 contains 42100 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 39466 members 
Mstep: Class 20 contains 48864 members 
Mstep: Class 21 contains 53712 members 
Mstep: Class 22 contains 570 members 
Entering Unmasked Estep 
Score: -111189088.000000 Penalty: 72750.632812
Splitting cluster 2 changes total score from -111193560.000000 to -111189088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Entering Unmasked Estep 
Score: -106100.851562 Penalty: 1647.982544
	Iteration 0F: 2 clusters Score -106100.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -104522.265625 Penalty: 3295.965088
	Iteration 0F: 3 clusters Score -104522.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -105072.453125 Penalty: 3295.965088
	Iteration 1F: 3 clusters Score -105072.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -105427.226562 Penalty: 3295.965088
	Iteration 2F: 3 clusters Score -105427.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -105661.718750 Penalty: 3295.965088
	Iteration 3F: 3 clusters Score -105661.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -105766.085938 Penalty: 3295.965088
	Iteration 4F: 3 clusters Score -105766.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -105858.085938 Penalty: 3295.965088
	Iteration 5Q: 3 clusters Score -105858.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -105935.429688 Penalty: 3295.965088
	Iteration 6Q: 3 clusters Score -105935.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -105978.046875 Penalty: 3295.965088
	Iteration 7Q: 3 clusters Score -105978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -106016.875000 Penalty: 3295.965088
	Iteration 8Q: 3 clusters Score -106016.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -106029.453125 Penalty: 3295.965088
	Iteration 9Q: 3 clusters Score -106029.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -106041.796875 Penalty: 3295.965088
	Iteration 10Q: 3 clusters Score -106041.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -106057.515625 Penalty: 3295.965088
	Iteration 11Q: 3 clusters Score -106057.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -106080.546875 Penalty: 3295.965088
	Iteration 12Q: 3 clusters Score -106080.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -106089.789062 Penalty: 3295.965088
	Iteration 13Q: 3 clusters Score -106089.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -106090.929688 Penalty: 3295.965088
	Iteration 14Q: 3 clusters Score -106090.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -106091.773438 Penalty: 3295.965088
	Iteration 15Q: 3 clusters Score -106091.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -106091.773438 Penalty: 3295.965088
	Iteration 16F: 3 clusters Score -106091.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47851 members 
Entering Unmasked Estep 
Score: -8683388.000000 Penalty: 2672.410156
	Iteration 0F: 2 clusters Score -8683388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -8652421.000000 Penalty: 5344.820312
	Iteration 0F: 3 clusters Score -8652421 nChanged 21986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -8664530.000000 Penalty: 5344.820312
	Iteration 1F: 3 clusters Score -8664530 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -8665109.000000 Penalty: 5344.820312
	Iteration 2Q: 3 clusters Score -8665109 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -8665746.000000 Penalty: 5344.820312
	Iteration 3Q: 3 clusters Score -8665746 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -8666565.000000 Penalty: 5344.820312
	Iteration 4Q: 3 clusters Score -8666565 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -8667751.000000 Penalty: 5344.820312
	Iteration 5Q: 3 clusters Score -8667751 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -8669656.000000 Penalty: 5344.820312
	Iteration 6F: 3 clusters Score -8669656 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -8672561.000000 Penalty: 5344.820312
	Iteration 7F: 3 clusters Score -8672561 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -8675979.000000 Penalty: 5344.820312
	Iteration 8F: 3 clusters Score -8675979 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -8678689.000000 Penalty: 5344.820312
	Iteration 9F: 3 clusters Score -8678689 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46198 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -8680107.000000 Penalty: 5344.820312
	Iteration 10Q: 3 clusters Score -8680107 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47042 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -8680647.000000 Penalty: 5344.820312
	Iteration 11Q: 3 clusters Score -8680647 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8680891.000000 Penalty: 5344.820312
	Iteration 12Q: 3 clusters Score -8680891 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47469 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8681008.000000 Penalty: 5344.820312
	Iteration 13Q: 3 clusters Score -8681008 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47500 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -8681057.000000 Penalty: 5344.820312
	Iteration 14Q: 3 clusters Score -8681057 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47513 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -8681077.000000 Penalty: 5344.820312
	Iteration 15Q: 3 clusters Score -8681077 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -8681085.000000 Penalty: 5344.820312
	Iteration 16Q: 3 clusters Score -8681085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47533 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -8681101.000000 Penalty: 5344.820312
	Iteration 17Q: 3 clusters Score -8681101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47537 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8681097.000000 Penalty: 5344.820312
	Iteration 18Q: 3 clusters Score -8681097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47545 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8681111.000000 Penalty: 5344.820312
	Iteration 19Q: 3 clusters Score -8681111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8681119.000000 Penalty: 5344.820312
	Iteration 20F: 3 clusters Score -8681119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47552 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8681121.000000 Penalty: 5344.820312
	Iteration 21Q: 3 clusters Score -8681121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47552 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8681125.000000 Penalty: 5344.820312
	Iteration 22Q: 3 clusters Score -8681125 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47552 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8681125.000000 Penalty: 5344.820312
	Iteration 23F: 3 clusters Score -8681125 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -36811.179688 Penalty: 1512.322510
	Iteration 0F: 2 clusters Score -36811.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -35575.507812 Penalty: 3024.645020
	Iteration 0F: 3 clusters Score -35575.51 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -35875.488281 Penalty: 3024.645020
	Iteration 1F: 3 clusters Score -35875.49 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -36039.304688 Penalty: 3024.645020
	Iteration 2F: 3 clusters Score -36039.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -36114.089844 Penalty: 3024.645020
	Iteration 3F: 3 clusters Score -36114.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -36175.726562 Penalty: 3024.645020
	Iteration 4Q: 3 clusters Score -36175.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -36227.679688 Penalty: 3024.645020
	Iteration 5Q: 3 clusters Score -36227.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36255.101562 Penalty: 3024.645020
	Iteration 6Q: 3 clusters Score -36255.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -36266.277344 Penalty: 3024.645020
	Iteration 7Q: 3 clusters Score -36266.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -36271.902344 Penalty: 3024.645020
	Iteration 8Q: 3 clusters Score -36271.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36274.632812 Penalty: 3024.645020
	Iteration 9Q: 3 clusters Score -36274.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -36276.140625 Penalty: 3024.645020
	Iteration 10Q: 3 clusters Score -36276.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -36279.667969 Penalty: 3024.645020
	Iteration 11Q: 3 clusters Score -36279.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -36279.667969 Penalty: 3024.645020
	Iteration 12F: 3 clusters Score -36279.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (41504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Entering Unmasked Estep 
Score: -7621716.000000 Penalty: 2637.119141
	Iteration 0F: 2 clusters Score -7621716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -7594086.500000 Penalty: 5274.238281
	Iteration 0F: 3 clusters Score -7594086 nChanged 19084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -7604799.000000 Penalty: 5274.238281
	Iteration 1F: 3 clusters Score -7604799 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -7605287.000000 Penalty: 5274.238281
	Iteration 2Q: 3 clusters Score -7605287 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -7605793.500000 Penalty: 5274.238281
	Iteration 3Q: 3 clusters Score -7605794 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -7606345.000000 Penalty: 5274.238281
	Iteration 4Q: 3 clusters Score -7606345 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -7606959.000000 Penalty: 5274.238281
	Iteration 5Q: 3 clusters Score -7606959 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -7607860.500000 Penalty: 5274.238281
	Iteration 6Q: 3 clusters Score -7607860 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -7609266.500000 Penalty: 5274.238281
	Iteration 7F: 3 clusters Score -7609266 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -7611182.500000 Penalty: 5274.238281
	Iteration 8F: 3 clusters Score -7611182 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -7613680.500000 Penalty: 5274.238281
	Iteration 9F: 3 clusters Score -7613680 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
Score: -7616019.000000 Penalty: 5274.238281
	Iteration 10F: 3 clusters Score -7616019 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -7617663.500000 Penalty: 5274.238281
	Iteration 11Q: 3 clusters Score -7617664 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 38719 members 
Entering Unmasked Estep 
Score: -7618675.000000 Penalty: 5274.238281
	Iteration 12Q: 3 clusters Score -7618675 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
Score: -7619334.500000 Penalty: 5274.238281
	Iteration 13Q: 3 clusters Score -7619334 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 39738 members 
Entering Unmasked Estep 
Score: -7619737.500000 Penalty: 5274.238281
	Iteration 14Q: 3 clusters Score -7619738 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -7619975.000000 Penalty: 5274.238281
	Iteration 15Q: 3 clusters Score -7619975 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -7620052.500000 Penalty: 5274.238281
	Iteration 16Q: 3 clusters Score -7620052 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -7620136.500000 Penalty: 5274.238281
	Iteration 17Q: 3 clusters Score -7620136 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -7620176.000000 Penalty: 5274.238281
	Iteration 18Q: 3 clusters Score -7620176 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -7620204.000000 Penalty: 5274.238281
	Iteration 19Q: 3 clusters Score -7620204 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 40230 members 
Entering Unmasked Estep 
Score: -7620208.000000 Penalty: 5274.238281
	Iteration 20F: 3 clusters Score -7620208 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
Score: -7620227.000000 Penalty: 5274.238281
	Iteration 21Q: 3 clusters Score -7620227 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -7620218.000000 Penalty: 5274.238281
	Iteration 22Q: 3 clusters Score -7620218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -7620211.000000 Penalty: 5274.238281
	Iteration 23Q: 3 clusters Score -7620211 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -7620225.000000 Penalty: 5274.238281
	Iteration 24Q: 3 clusters Score -7620225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -7620221.500000 Penalty: 5274.238281
	Iteration 25Q: 3 clusters Score -7620222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -7620221.000000 Penalty: 5274.238281
	Iteration 26Q: 3 clusters Score -7620221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -7620226.000000 Penalty: 5274.238281
	Iteration 27Q: 3 clusters Score -7620226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -7620231.500000 Penalty: 5274.238281
	Iteration 28Q: 3 clusters Score -7620232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -7620221.500000 Penalty: 5274.238281
	Iteration 29Q: 3 clusters Score -7620222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -7620226.500000 Penalty: 5274.238281
	Iteration 30Q: 3 clusters Score -7620226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -7620229.500000 Penalty: 5274.238281
	Iteration 31Q: 3 clusters Score -7620230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -7620230.500000 Penalty: 5274.238281
	Iteration 32Q: 3 clusters Score -7620230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -7620235.500000 Penalty: 5274.238281
	Iteration 33Q: 3 clusters Score -7620236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -7620235.500000 Penalty: 5274.238281
	Iteration 34F: 3 clusters Score -7620236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Entering Unmasked Estep 
Score: -234950.671875 Penalty: 1790.471313
	Iteration 0F: 2 clusters Score -234950.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -232767.453125 Penalty: 3580.942627
	Iteration 0F: 3 clusters Score -232767.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -233239.937500 Penalty: 3580.942627
	Iteration 1F: 3 clusters Score -233239.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -233420.734375 Penalty: 3580.942627
	Iteration 2F: 3 clusters Score -233420.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -233521.015625 Penalty: 3580.942627
	Iteration 3F: 3 clusters Score -233521 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -233616.437500 Penalty: 3580.942627
	Iteration 4Q: 3 clusters Score -233616.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -233740.609375 Penalty: 3580.942627
	Iteration 5Q: 3 clusters Score -233740.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -233874.656250 Penalty: 3580.942627
	Iteration 6Q: 3 clusters Score -233874.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -233961.578125 Penalty: 3580.942627
	Iteration 7Q: 3 clusters Score -233961.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -234027.812500 Penalty: 3580.942627
	Iteration 8Q: 3 clusters Score -234027.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -234121.359375 Penalty: 3580.942627
	Iteration 9Q: 3 clusters Score -234121.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -234302.390625 Penalty: 3580.942627
	Iteration 10Q: 3 clusters Score -234302.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -234567.250000 Penalty: 3580.942627
	Iteration 11F: 3 clusters Score -234567.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -234936.828125 Penalty: 3580.942627
	Iteration 12F: 3 clusters Score -234936.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -235222.375000 Penalty: 3580.942627
	Iteration 13F: 3 clusters Score -235222.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -235403.375000 Penalty: 3580.942627
	Iteration 14Q: 3 clusters Score -235403.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -235519.609375 Penalty: 3580.942627
	Iteration 15Q: 3 clusters Score -235519.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -235626.625000 Penalty: 3580.942627
	Iteration 16Q: 3 clusters Score -235626.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -235687.109375 Penalty: 3580.942627
	Iteration 17Q: 3 clusters Score -235687.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -235695.281250 Penalty: 3580.942627
	Iteration 18Q: 3 clusters Score -235695.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -235695.281250 Penalty: 3580.942627
	Iteration 19F: 3 clusters Score -235695.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 949 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 47851 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41504 members 
Mstep: Class 7 contains 804 members 
Mstep: Class 8 contains 44445 members 
Mstep: Class 9 contains 2810 members 
Mstep: Class 10 contains 41987 members 
Mstep: Class 11 contains 42586 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48019 members 
Mstep: Class 14 contains 32028 members 
Mstep: Class 15 contains 44621 members 
Mstep: Class 16 contains 44285 members 
Mstep: Class 17 contains 42100 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 39466 members 
Mstep: Class 20 contains 48864 members 
Mstep: Class 21 contains 53712 members 
Mstep: Class 22 contains 562 members 
Entering Unmasked Estep 
Score: -111189536.000000 Penalty: 72750.632812
Splitting cluster 7 changes total score from -111193560.000000 to -111189536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (44445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Entering Unmasked Estep 
Score: -8286908.000000 Penalty: 2654.097900
	Iteration 0F: 2 clusters Score -8286908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -8258640.500000 Penalty: 5308.195801
	Iteration 0F: 3 clusters Score -8258640 nChanged 20416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -8270036.000000 Penalty: 5308.195801
	Iteration 1F: 3 clusters Score -8270036 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -8270655.500000 Penalty: 5308.195801
	Iteration 2Q: 3 clusters Score -8270656 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -8271260.000000 Penalty: 5308.195801
	Iteration 3Q: 3 clusters Score -8271260 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -8271857.500000 Penalty: 5308.195801
	Iteration 4Q: 3 clusters Score -8271858 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -8272593.500000 Penalty: 5308.195801
	Iteration 5Q: 3 clusters Score -8272594 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -8273492.500000 Penalty: 5308.195801
	Iteration 6Q: 3 clusters Score -8273492 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -8274839.500000 Penalty: 5308.195801
	Iteration 7Q: 3 clusters Score -8274840 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 15105 members 
Entering Unmasked Estep 
Score: -8276537.000000 Penalty: 5308.195801
	Iteration 8F: 3 clusters Score -8276537 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -8278313.500000 Penalty: 5308.195801
	Iteration 9F: 3 clusters Score -8278314 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -8279995.000000 Penalty: 5308.195801
	Iteration 10Q: 3 clusters Score -8279995 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -8281255.000000 Penalty: 5308.195801
	Iteration 11Q: 3 clusters Score -8281255 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -8282195.500000 Penalty: 5308.195801
	Iteration 12Q: 3 clusters Score -8282196 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -8282839.000000 Penalty: 5308.195801
	Iteration 13Q: 3 clusters Score -8282839 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -8283246.000000 Penalty: 5308.195801
	Iteration 14Q: 3 clusters Score -8283246 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -8283528.000000 Penalty: 5308.195801
	Iteration 15Q: 3 clusters Score -8283528 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -8283711.000000 Penalty: 5308.195801
	Iteration 16Q: 3 clusters Score -8283711 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -8283829.500000 Penalty: 5308.195801
	Iteration 17Q: 3 clusters Score -8283830 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -8283943.000000 Penalty: 5308.195801
	Iteration 18Q: 3 clusters Score -8283943 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -8283988.500000 Penalty: 5308.195801
	Iteration 19Q: 3 clusters Score -8283988 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -8284076.500000 Penalty: 5308.195801
	Iteration 20F: 3 clusters Score -8284076 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -8284183.500000 Penalty: 5308.195801
	Iteration 21Q: 3 clusters Score -8284184 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -8284268.000000 Penalty: 5308.195801
	Iteration 22Q: 3 clusters Score -8284268 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -8284352.000000 Penalty: 5308.195801
	Iteration 23Q: 3 clusters Score -8284352 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -8284452.000000 Penalty: 5308.195801
	Iteration 24Q: 3 clusters Score -8284452 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -8284516.000000 Penalty: 5308.195801
	Iteration 25Q: 3 clusters Score -8284516 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -8284587.500000 Penalty: 5308.195801
	Iteration 26Q: 3 clusters Score -8284588 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -8284653.500000 Penalty: 5308.195801
	Iteration 27Q: 3 clusters Score -8284654 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -8284684.000000 Penalty: 5308.195801
	Iteration 28Q: 3 clusters Score -8284684 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41667 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -8284722.000000 Penalty: 5308.195801
	Iteration 29Q: 3 clusters Score -8284722 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41775 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -8284761.000000 Penalty: 5308.195801
	Iteration 30Q: 3 clusters Score -8284761 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -8284807.500000 Penalty: 5308.195801
	Iteration 31Q: 3 clusters Score -8284808 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -8284837.000000 Penalty: 5308.195801
	Iteration 32Q: 3 clusters Score -8284837 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -8284851.000000 Penalty: 5308.195801
	Iteration 33Q: 3 clusters Score -8284851 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -8284863.500000 Penalty: 5308.195801
	Iteration 34Q: 3 clusters Score -8284864 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -8284869.000000 Penalty: 5308.195801
	Iteration 35Q: 3 clusters Score -8284869 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -8284896.000000 Penalty: 5308.195801
	Iteration 36Q: 3 clusters Score -8284896 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42250 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -8284912.500000 Penalty: 5308.195801
	Iteration 37Q: 3 clusters Score -8284912 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42302 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -8284919.000000 Penalty: 5308.195801
	Iteration 38Q: 3 clusters Score -8284919 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -8284934.000000 Penalty: 5308.195801
	Iteration 39Q: 3 clusters Score -8284934 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -8284947.000000 Penalty: 5308.195801
	Iteration 40F: 3 clusters Score -8284947 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42452 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -8284965.000000 Penalty: 5308.195801
	Iteration 41Q: 3 clusters Score -8284965 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42505 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -8284977.500000 Penalty: 5308.195801
	Iteration 42Q: 3 clusters Score -8284978 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -8284987.500000 Penalty: 5308.195801
	Iteration 43Q: 3 clusters Score -8284988 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42590 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -8285000.000000 Penalty: 5308.195801
	Iteration 44Q: 3 clusters Score -8285000 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -8284996.500000 Penalty: 5308.195801
	Iteration 45Q: 3 clusters Score -8284996 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -8285017.000000 Penalty: 5308.195801
	Iteration 46Q: 3 clusters Score -8285017 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -8285022.000000 Penalty: 5308.195801
	Iteration 47Q: 3 clusters Score -8285022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42695 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -8285021.500000 Penalty: 5308.195801
	Iteration 48Q: 3 clusters Score -8285022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -8285021.000000 Penalty: 5308.195801
	Iteration 49Q: 3 clusters Score -8285021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -8285024.500000 Penalty: 5308.195801
	Iteration 50Q: 3 clusters Score -8285024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -8285023.500000 Penalty: 5308.195801
	Iteration 51Q: 3 clusters Score -8285024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -8285034.500000 Penalty: 5308.195801
	Iteration 52Q: 3 clusters Score -8285034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -8285038.500000 Penalty: 5308.195801
	Iteration 53Q: 3 clusters Score -8285038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -8285039.500000 Penalty: 5308.195801
	Iteration 54Q: 3 clusters Score -8285040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -8285041.000000 Penalty: 5308.195801
	Iteration 55Q: 3 clusters Score -8285041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -8285043.000000 Penalty: 5308.195801
	Iteration 56Q: 3 clusters Score -8285043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42770 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -8285039.500000 Penalty: 5308.195801
	Iteration 57Q: 3 clusters Score -8285040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42776 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -8285039.000000 Penalty: 5308.195801
	Iteration 58Q: 3 clusters Score -8285039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -8285037.500000 Penalty: 5308.195801
	Iteration 59Q: 3 clusters Score -8285038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -8285043.500000 Penalty: 5308.195801
	Iteration 60F: 3 clusters Score -8285044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -8285045.500000 Penalty: 5308.195801
	Iteration 61Q: 3 clusters Score -8285046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -8285038.000000 Penalty: 5308.195801
	Iteration 62Q: 3 clusters Score -8285038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42798 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -8285041.000000 Penalty: 5308.195801
	Iteration 63Q: 3 clusters Score -8285041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42800 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -8285039.000000 Penalty: 5308.195801
	Iteration 64Q: 3 clusters Score -8285039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42803 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -8285037.000000 Penalty: 5308.195801
	Iteration 65Q: 3 clusters Score -8285037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42803 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -8285036.500000 Penalty: 5308.195801
	Iteration 66Q: 3 clusters Score -8285036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -8285037.000000 Penalty: 5308.195801
	Iteration 67Q: 3 clusters Score -8285037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -8285037.000000 Penalty: 5308.195801
	Iteration 68F: 3 clusters Score -8285037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Entering Unmasked Estep 
Score: -470869.156250 Penalty: 1969.353149
	Iteration 0F: 2 clusters Score -470869.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -467747.218750 Penalty: 3938.706299
	Iteration 0F: 3 clusters Score -467747.2 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -468468.875000 Penalty: 3938.706299
	Iteration 1F: 3 clusters Score -468468.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -468832.343750 Penalty: 3938.706299
	Iteration 2F: 3 clusters Score -468832.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -469419.343750 Penalty: 3938.706299
	Iteration 3F: 3 clusters Score -469419.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -470088.062500 Penalty: 3938.706299
	Iteration 4F: 3 clusters Score -470088.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -470516.437500 Penalty: 3938.706299
	Iteration 5F: 3 clusters Score -470516.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -470715.718750 Penalty: 3938.706299
	Iteration 6F: 3 clusters Score -470715.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -470836.093750 Penalty: 3938.706299
	Iteration 7Q: 3 clusters Score -470836.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -470891.156250 Penalty: 3938.706299
	Iteration 8Q: 3 clusters Score -470891.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -470926.781250 Penalty: 3938.706299
	Iteration 9Q: 3 clusters Score -470926.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -470954.937500 Penalty: 3938.706299
	Iteration 10Q: 3 clusters Score -470954.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -470989.593750 Penalty: 3938.706299
	Iteration 11Q: 3 clusters Score -470989.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -471020.031250 Penalty: 3938.706299
	Iteration 12Q: 3 clusters Score -471020 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -471053.218750 Penalty: 3938.706299
	Iteration 13Q: 3 clusters Score -471053.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -471085.875000 Penalty: 3938.706299
	Iteration 14Q: 3 clusters Score -471085.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -471121.000000 Penalty: 3938.706299
	Iteration 15Q: 3 clusters Score -471121 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -471151.187500 Penalty: 3938.706299
	Iteration 16Q: 3 clusters Score -471151.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -471164.000000 Penalty: 3938.706299
	Iteration 17Q: 3 clusters Score -471164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -471169.906250 Penalty: 3938.706299
	Iteration 18Q: 3 clusters Score -471169.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -471171.687500 Penalty: 3938.706299
	Iteration 19Q: 3 clusters Score -471171.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -471175.500000 Penalty: 3938.706299
	Iteration 20F: 3 clusters Score -471175.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -471176.468750 Penalty: 3938.706299
	Iteration 21Q: 3 clusters Score -471176.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -471177.187500 Penalty: 3938.706299
	Iteration 22Q: 3 clusters Score -471177.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -471178.750000 Penalty: 3938.706299
	Iteration 23Q: 3 clusters Score -471178.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -471179.031250 Penalty: 3938.706299
	Iteration 24Q: 3 clusters Score -471179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -471179.031250 Penalty: 3938.706299
	Iteration 25F: 3 clusters Score -471179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 949 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 47851 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41504 members 
Mstep: Class 7 contains 1366 members 
Mstep: Class 8 contains 44445 members 
Mstep: Class 9 contains 1905 members 
Mstep: Class 10 contains 41987 members 
Mstep: Class 11 contains 42586 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48019 members 
Mstep: Class 14 contains 32028 members 
Mstep: Class 15 contains 44621 members 
Mstep: Class 16 contains 44285 members 
Mstep: Class 17 contains 42100 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 39466 members 
Mstep: Class 20 contains 48864 members 
Mstep: Class 21 contains 53712 members 
Mstep: Class 22 contains 905 members 
Entering Unmasked Estep 
Score: -111189200.000000 Penalty: 72750.632812
Splitting cluster 9 changes total score from -111193560.000000 to -111189200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (41987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Entering Unmasked Estep 
Score: -7772934.500000 Penalty: 2639.988525
	Iteration 0F: 2 clusters Score -7772934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -7745257.000000 Penalty: 5279.977051
	Iteration 0F: 3 clusters Score -7745257 nChanged 19151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -7755685.500000 Penalty: 5279.977051
	Iteration 1F: 3 clusters Score -7755686 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -7756333.000000 Penalty: 5279.977051
	Iteration 2Q: 3 clusters Score -7756333 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -7757149.500000 Penalty: 5279.977051
	Iteration 3Q: 3 clusters Score -7757150 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -7758097.500000 Penalty: 5279.977051
	Iteration 4Q: 3 clusters Score -7758098 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -7759522.500000 Penalty: 5279.977051
	Iteration 5F: 3 clusters Score -7759522 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -7761439.500000 Penalty: 5279.977051
	Iteration 6F: 3 clusters Score -7761440 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -7763898.500000 Penalty: 5279.977051
	Iteration 7F: 3 clusters Score -7763898 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36183 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -7766368.500000 Penalty: 5279.977051
	Iteration 8F: 3 clusters Score -7766368 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38467 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -7768347.500000 Penalty: 5279.977051
	Iteration 9F: 3 clusters Score -7768348 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -7769489.500000 Penalty: 5279.977051
	Iteration 10Q: 3 clusters Score -7769490 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40723 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -7770134.500000 Penalty: 5279.977051
	Iteration 11Q: 3 clusters Score -7770134 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -7770478.000000 Penalty: 5279.977051
	Iteration 12Q: 3 clusters Score -7770478 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -7770628.000000 Penalty: 5279.977051
	Iteration 13Q: 3 clusters Score -7770628 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -7770689.500000 Penalty: 5279.977051
	Iteration 14Q: 3 clusters Score -7770690 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41470 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -7770736.500000 Penalty: 5279.977051
	Iteration 15Q: 3 clusters Score -7770736 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -7770752.000000 Penalty: 5279.977051
	Iteration 16Q: 3 clusters Score -7770752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -7770758.500000 Penalty: 5279.977051
	Iteration 17Q: 3 clusters Score -7770758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -7770761.500000 Penalty: 5279.977051
	Iteration 18Q: 3 clusters Score -7770762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7770764.000000 Penalty: 5279.977051
	Iteration 19Q: 3 clusters Score -7770764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41527 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -7770783.500000 Penalty: 5279.977051
	Iteration 20F: 3 clusters Score -7770784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -7770791.000000 Penalty: 5279.977051
	Iteration 21Q: 3 clusters Score -7770791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -7770794.000000 Penalty: 5279.977051
	Iteration 22Q: 3 clusters Score -7770794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -7770791.500000 Penalty: 5279.977051
	Iteration 23Q: 3 clusters Score -7770792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41537 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -7770799.000000 Penalty: 5279.977051
	Iteration 24Q: 3 clusters Score -7770799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7770791.500000 Penalty: 5279.977051
	Iteration 25Q: 3 clusters Score -7770792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -7770800.500000 Penalty: 5279.977051
	Iteration 26Q: 3 clusters Score -7770800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -7770797.000000 Penalty: 5279.977051
	Iteration 27Q: 3 clusters Score -7770797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -7770801.500000 Penalty: 5279.977051
	Iteration 28Q: 3 clusters Score -7770802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41572 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7770804.000000 Penalty: 5279.977051
	Iteration 29Q: 3 clusters Score -7770804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41577 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -7770813.500000 Penalty: 5279.977051
	Iteration 30Q: 3 clusters Score -7770814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41580 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -7770817.500000 Penalty: 5279.977051
	Iteration 31Q: 3 clusters Score -7770818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -7770822.000000 Penalty: 5279.977051
	Iteration 32Q: 3 clusters Score -7770822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -7770820.000000 Penalty: 5279.977051
	Iteration 33Q: 3 clusters Score -7770820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -7770824.500000 Penalty: 5279.977051
	Iteration 34Q: 3 clusters Score -7770824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7770829.500000 Penalty: 5279.977051
	Iteration 35Q: 3 clusters Score -7770830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -7770837.500000 Penalty: 5279.977051
	Iteration 36Q: 3 clusters Score -7770838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41592 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -7770835.000000 Penalty: 5279.977051
	Iteration 37Q: 3 clusters Score -7770835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -7770832.000000 Penalty: 5279.977051
	Iteration 38Q: 3 clusters Score -7770832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -7770832.000000 Penalty: 5279.977051
	Iteration 39F: 3 clusters Score -7770832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Entering Unmasked Estep 
Score: -7791780.000000 Penalty: 2643.501709
	Iteration 0F: 2 clusters Score -7791780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -7763495.500000 Penalty: 5287.003418
	Iteration 0F: 3 clusters Score -7763496 nChanged 19606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -7774987.000000 Penalty: 5287.003418
	Iteration 1F: 3 clusters Score -7774987 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -7776453.500000 Penalty: 5287.003418
	Iteration 2F: 3 clusters Score -7776454 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -7778269.500000 Penalty: 5287.003418
	Iteration 3F: 3 clusters Score -7778270 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -7780542.000000 Penalty: 5287.003418
	Iteration 4F: 3 clusters Score -7780542 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -7783307.500000 Penalty: 5287.003418
	Iteration 5F: 3 clusters Score -7783308 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -7786079.000000 Penalty: 5287.003418
	Iteration 6F: 3 clusters Score -7786079 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -7787889.500000 Penalty: 5287.003418
	Iteration 7Q: 3 clusters Score -7787890 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -7788561.500000 Penalty: 5287.003418
	Iteration 8Q: 3 clusters Score -7788562 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -7788849.000000 Penalty: 5287.003418
	Iteration 9Q: 3 clusters Score -7788849 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -7788997.500000 Penalty: 5287.003418
	Iteration 10Q: 3 clusters Score -7788998 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -7789164.000000 Penalty: 5287.003418
	Iteration 11Q: 3 clusters Score -7789164 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -7789311.500000 Penalty: 5287.003418
	Iteration 12Q: 3 clusters Score -7789312 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -7789406.500000 Penalty: 5287.003418
	Iteration 13Q: 3 clusters Score -7789406 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36538 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -7789491.000000 Penalty: 5287.003418
	Iteration 14Q: 3 clusters Score -7789491 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -7789561.500000 Penalty: 5287.003418
	Iteration 15Q: 3 clusters Score -7789562 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37146 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -7789658.000000 Penalty: 5287.003418
	Iteration 16Q: 3 clusters Score -7789658 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -7789731.500000 Penalty: 5287.003418
	Iteration 17Q: 3 clusters Score -7789732 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -7789766.500000 Penalty: 5287.003418
	Iteration 18Q: 3 clusters Score -7789766 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -7789831.500000 Penalty: 5287.003418
	Iteration 19Q: 3 clusters Score -7789832 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -7789844.500000 Penalty: 5287.003418
	Iteration 20F: 3 clusters Score -7789844 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -7789884.500000 Penalty: 5287.003418
	Iteration 21Q: 3 clusters Score -7789884 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -7789911.500000 Penalty: 5287.003418
	Iteration 22Q: 3 clusters Score -7789912 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -7789928.500000 Penalty: 5287.003418
	Iteration 23Q: 3 clusters Score -7789928 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -7789951.000000 Penalty: 5287.003418
	Iteration 24Q: 3 clusters Score -7789951 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38766 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -7789957.000000 Penalty: 5287.003418
	Iteration 25Q: 3 clusters Score -7789957 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38859 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -7789983.500000 Penalty: 5287.003418
	Iteration 26Q: 3 clusters Score -7789984 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -7790014.000000 Penalty: 5287.003418
	Iteration 27Q: 3 clusters Score -7790014 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -7790027.500000 Penalty: 5287.003418
	Iteration 28Q: 3 clusters Score -7790028 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39091 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -7790043.500000 Penalty: 5287.003418
	Iteration 29Q: 3 clusters Score -7790044 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -7790056.000000 Penalty: 5287.003418
	Iteration 30Q: 3 clusters Score -7790056 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -7790063.000000 Penalty: 5287.003418
	Iteration 31Q: 3 clusters Score -7790063 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -7790080.500000 Penalty: 5287.003418
	Iteration 32Q: 3 clusters Score -7790080 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -7790091.000000 Penalty: 5287.003418
	Iteration 33Q: 3 clusters Score -7790091 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -7790084.500000 Penalty: 5287.003418
	Iteration 34Q: 3 clusters Score -7790084 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -7790099.000000 Penalty: 5287.003418
	Iteration 35Q: 3 clusters Score -7790099 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -7790096.500000 Penalty: 5287.003418
	Iteration 36Q: 3 clusters Score -7790096 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -7790087.500000 Penalty: 5287.003418
	Iteration 37Q: 3 clusters Score -7790088 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39553 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -7790093.000000 Penalty: 5287.003418
	Iteration 38Q: 3 clusters Score -7790093 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -7790093.000000 Penalty: 5287.003418
	Iteration 39Q: 3 clusters Score -7790093 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -7790091.500000 Penalty: 5287.003418
	Iteration 40F: 3 clusters Score -7790092 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -7790079.000000 Penalty: 5287.003418
	Iteration 41Q: 3 clusters Score -7790079 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -7790090.500000 Penalty: 5287.003418
	Iteration 42Q: 3 clusters Score -7790090 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -7790099.000000 Penalty: 5287.003418
	Iteration 43Q: 3 clusters Score -7790099 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -7790112.500000 Penalty: 5287.003418
	Iteration 44Q: 3 clusters Score -7790112 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -7790127.500000 Penalty: 5287.003418
	Iteration 45Q: 3 clusters Score -7790128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -7790118.500000 Penalty: 5287.003418
	Iteration 46Q: 3 clusters Score -7790118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -7790112.500000 Penalty: 5287.003418
	Iteration 47Q: 3 clusters Score -7790112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -7790109.500000 Penalty: 5287.003418
	Iteration 48Q: 3 clusters Score -7790110 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -7790124.500000 Penalty: 5287.003418
	Iteration 49Q: 3 clusters Score -7790124 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -7790127.000000 Penalty: 5287.003418
	Iteration 50Q: 3 clusters Score -7790127 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -7790140.500000 Penalty: 5287.003418
	Iteration 51Q: 3 clusters Score -7790140 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39963 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -7790164.000000 Penalty: 5287.003418
	Iteration 52Q: 3 clusters Score -7790164 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -7790160.000000 Penalty: 5287.003418
	Iteration 53Q: 3 clusters Score -7790160 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40021 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -7790173.500000 Penalty: 5287.003418
	Iteration 54Q: 3 clusters Score -7790174 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -7790181.000000 Penalty: 5287.003418
	Iteration 55Q: 3 clusters Score -7790181 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -7790177.000000 Penalty: 5287.003418
	Iteration 56Q: 3 clusters Score -7790177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -7790182.500000 Penalty: 5287.003418
	Iteration 57Q: 3 clusters Score -7790182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -7790178.000000 Penalty: 5287.003418
	Iteration 58Q: 3 clusters Score -7790178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -7790178.500000 Penalty: 5287.003418
	Iteration 59Q: 3 clusters Score -7790178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -7790172.000000 Penalty: 5287.003418
	Iteration 60F: 3 clusters Score -7790172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -7790169.500000 Penalty: 5287.003418
	Iteration 61Q: 3 clusters Score -7790170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -7790170.500000 Penalty: 5287.003418
	Iteration 62Q: 3 clusters Score -7790170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -7790162.000000 Penalty: 5287.003418
	Iteration 63Q: 3 clusters Score -7790162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -7790158.500000 Penalty: 5287.003418
	Iteration 64Q: 3 clusters Score -7790158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -7790164.500000 Penalty: 5287.003418
	Iteration 65Q: 3 clusters Score -7790164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -7790175.500000 Penalty: 5287.003418
	Iteration 66Q: 3 clusters Score -7790176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -7790180.500000 Penalty: 5287.003418
	Iteration 67Q: 3 clusters Score -7790180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -7790179.000000 Penalty: 5287.003418
	Iteration 68Q: 3 clusters Score -7790179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -7790174.500000 Penalty: 5287.003418
	Iteration 69Q: 3 clusters Score -7790174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -7790180.000000 Penalty: 5287.003418
	Iteration 70Q: 3 clusters Score -7790180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -7790171.500000 Penalty: 5287.003418
	Iteration 71Q: 3 clusters Score -7790172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -7790172.000000 Penalty: 5287.003418
	Iteration 72Q: 3 clusters Score -7790172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -7790167.500000 Penalty: 5287.003418
	Iteration 73Q: 3 clusters Score -7790168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -7790167.500000 Penalty: 5287.003418
	Iteration 74Q: 3 clusters Score -7790168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40245 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -7790174.000000 Penalty: 5287.003418
	Iteration 75Q: 3 clusters Score -7790174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40248 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -7790170.000000 Penalty: 5287.003418
	Iteration 76Q: 3 clusters Score -7790170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -7790178.500000 Penalty: 5287.003418
	Iteration 77Q: 3 clusters Score -7790178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -7790178.500000 Penalty: 5287.003418
	Iteration 78Q: 3 clusters Score -7790178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -7790174.000000 Penalty: 5287.003418
	Iteration 79Q: 3 clusters Score -7790174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40255 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -7790174.000000 Penalty: 5287.003418
	Iteration 80F: 3 clusters Score -7790174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40258 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -7790174.500000 Penalty: 5287.003418
	Iteration 81Q: 3 clusters Score -7790174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -7790176.000000 Penalty: 5287.003418
	Iteration 82Q: 3 clusters Score -7790176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -7790177.000000 Penalty: 5287.003418
	Iteration 83Q: 3 clusters Score -7790177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -7790171.000000 Penalty: 5287.003418
	Iteration 84Q: 3 clusters Score -7790171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -7790171.000000 Penalty: 5287.003418
	Iteration 85Q: 3 clusters Score -7790171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -7790174.500000 Penalty: 5287.003418
	Iteration 86Q: 3 clusters Score -7790174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -7790172.500000 Penalty: 5287.003418
	Iteration 87Q: 3 clusters Score -7790172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -7790176.500000 Penalty: 5287.003418
	Iteration 88Q: 3 clusters Score -7790176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -7790169.000000 Penalty: 5287.003418
	Iteration 89Q: 3 clusters Score -7790169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -7790169.000000 Penalty: 5287.003418
	Iteration 90F: 3 clusters Score -7790169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -88868.484375 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -88868.48 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 366 members 
Entering Unmasked Estep 
Score: -87268.367188 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -87268.37 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -87713.257812 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -87713.26 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -87930.929688 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -87930.93 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -88083.906250 Penalty: 3292.729736
	Iteration 3F: 3 clusters Score -88083.91 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -88157.273438 Penalty: 3292.729736
	Iteration 4Q: 3 clusters Score -88157.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -88214.085938 Penalty: 3292.729736
	Iteration 5Q: 3 clusters Score -88214.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -88243.640625 Penalty: 3292.729736
	Iteration 6Q: 3 clusters Score -88243.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -88246.382812 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -88246.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -88248.382812 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -88248.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -88248.382812 Penalty: 3292.729736
	Iteration 9F: 3 clusters Score -88248.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48019 members 
Entering Unmasked Estep 
Score: -8821127.000000 Penalty: 2673.279297
	Iteration 0F: 2 clusters Score -8821127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -8793154.000000 Penalty: 5346.558594
	Iteration 0F: 3 clusters Score -8793154 nChanged 22228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -8805949.000000 Penalty: 5346.558594
	Iteration 1F: 3 clusters Score -8805949 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -8806863.000000 Penalty: 5346.558594
	Iteration 2Q: 3 clusters Score -8806863 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -8807904.000000 Penalty: 5346.558594
	Iteration 3Q: 3 clusters Score -8807904 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -8809231.000000 Penalty: 5346.558594
	Iteration 4Q: 3 clusters Score -8809231 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -8810934.000000 Penalty: 5346.558594
	Iteration 5F: 3 clusters Score -8810934 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -8812992.000000 Penalty: 5346.558594
	Iteration 6F: 3 clusters Score -8812992 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -8815039.000000 Penalty: 5346.558594
	Iteration 7F: 3 clusters Score -8815039 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -8816765.000000 Penalty: 5346.558594
	Iteration 8Q: 3 clusters Score -8816765 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -8817975.000000 Penalty: 5346.558594
	Iteration 9Q: 3 clusters Score -8817975 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -8818673.000000 Penalty: 5346.558594
	Iteration 10Q: 3 clusters Score -8818673 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -8819082.000000 Penalty: 5346.558594
	Iteration 11Q: 3 clusters Score -8819082 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -8819273.000000 Penalty: 5346.558594
	Iteration 12Q: 3 clusters Score -8819273 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -8819346.000000 Penalty: 5346.558594
	Iteration 13Q: 3 clusters Score -8819346 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44199 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -8819310.000000 Penalty: 5346.558594
	Iteration 14Q: 3 clusters Score -8819310 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44494 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -8819318.000000 Penalty: 5346.558594
	Iteration 15Q: 3 clusters Score -8819318 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44752 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -8819349.000000 Penalty: 5346.558594
	Iteration 16Q: 3 clusters Score -8819349 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44971 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -8819313.000000 Penalty: 5346.558594
	Iteration 17Q: 3 clusters Score -8819313 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -8819306.000000 Penalty: 5346.558594
	Iteration 18Q: 3 clusters Score -8819306 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45302 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -8819318.000000 Penalty: 5346.558594
	Iteration 19Q: 3 clusters Score -8819318 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45432 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -8819339.000000 Penalty: 5346.558594
	Iteration 20F: 3 clusters Score -8819339 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -8819353.000000 Penalty: 5346.558594
	Iteration 21Q: 3 clusters Score -8819353 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45642 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -8819347.000000 Penalty: 5346.558594
	Iteration 22Q: 3 clusters Score -8819347 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -8819359.000000 Penalty: 5346.558594
	Iteration 23Q: 3 clusters Score -8819359 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -8819365.000000 Penalty: 5346.558594
	Iteration 24Q: 3 clusters Score -8819365 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45815 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -8819377.000000 Penalty: 5346.558594
	Iteration 25Q: 3 clusters Score -8819377 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45873 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -8819374.000000 Penalty: 5346.558594
	Iteration 26Q: 3 clusters Score -8819374 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45926 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -8819381.000000 Penalty: 5346.558594
	Iteration 27Q: 3 clusters Score -8819381 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45959 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -8819387.000000 Penalty: 5346.558594
	Iteration 28Q: 3 clusters Score -8819387 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -8819382.000000 Penalty: 5346.558594
	Iteration 29Q: 3 clusters Score -8819382 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -8819385.000000 Penalty: 5346.558594
	Iteration 30Q: 3 clusters Score -8819385 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -8819387.000000 Penalty: 5346.558594
	Iteration 31Q: 3 clusters Score -8819387 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46051 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -8819378.000000 Penalty: 5346.558594
	Iteration 32Q: 3 clusters Score -8819378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46057 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -8819385.000000 Penalty: 5346.558594
	Iteration 33Q: 3 clusters Score -8819385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46067 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -8819390.000000 Penalty: 5346.558594
	Iteration 34Q: 3 clusters Score -8819390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46082 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -8819398.000000 Penalty: 5346.558594
	Iteration 35Q: 3 clusters Score -8819398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46096 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -8819394.000000 Penalty: 5346.558594
	Iteration 36Q: 3 clusters Score -8819394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46113 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -8819388.000000 Penalty: 5346.558594
	Iteration 37Q: 3 clusters Score -8819388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46125 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -8819381.000000 Penalty: 5346.558594
	Iteration 38Q: 3 clusters Score -8819381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46139 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -8819382.000000 Penalty: 5346.558594
	Iteration 39Q: 3 clusters Score -8819382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -8819386.000000 Penalty: 5346.558594
	Iteration 40F: 3 clusters Score -8819386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46172 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -8819389.000000 Penalty: 5346.558594
	Iteration 41Q: 3 clusters Score -8819389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -8819389.000000 Penalty: 5346.558594
	Iteration 42Q: 3 clusters Score -8819389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46184 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -8819394.000000 Penalty: 5346.558594
	Iteration 43Q: 3 clusters Score -8819394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46186 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -8819403.000000 Penalty: 5346.558594
	Iteration 44Q: 3 clusters Score -8819403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46187 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -8819396.000000 Penalty: 5346.558594
	Iteration 45Q: 3 clusters Score -8819396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46190 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -8819400.000000 Penalty: 5346.558594
	Iteration 46Q: 3 clusters Score -8819400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -8819386.000000 Penalty: 5346.558594
	Iteration 47Q: 3 clusters Score -8819386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46205 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -8819383.000000 Penalty: 5346.558594
	Iteration 48Q: 3 clusters Score -8819383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46207 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -8819392.000000 Penalty: 5346.558594
	Iteration 49Q: 3 clusters Score -8819392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46213 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -8819392.000000 Penalty: 5346.558594
	Iteration 50Q: 3 clusters Score -8819392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46219 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -8819401.000000 Penalty: 5346.558594
	Iteration 51Q: 3 clusters Score -8819401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46229 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -8819396.000000 Penalty: 5346.558594
	Iteration 52Q: 3 clusters Score -8819396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46237 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -8819406.000000 Penalty: 5346.558594
	Iteration 53Q: 3 clusters Score -8819406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46246 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -8819408.000000 Penalty: 5346.558594
	Iteration 54Q: 3 clusters Score -8819408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46257 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -8819395.000000 Penalty: 5346.558594
	Iteration 55Q: 3 clusters Score -8819395 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46266 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -8819403.000000 Penalty: 5346.558594
	Iteration 56Q: 3 clusters Score -8819403 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46282 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -8819423.000000 Penalty: 5346.558594
	Iteration 57Q: 3 clusters Score -8819423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46290 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -8819408.000000 Penalty: 5346.558594
	Iteration 58Q: 3 clusters Score -8819408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46296 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -8819411.000000 Penalty: 5346.558594
	Iteration 59Q: 3 clusters Score -8819411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46302 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -8819418.000000 Penalty: 5346.558594
	Iteration 60F: 3 clusters Score -8819418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46308 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -8819414.000000 Penalty: 5346.558594
	Iteration 61Q: 3 clusters Score -8819414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46310 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -8819419.000000 Penalty: 5346.558594
	Iteration 62Q: 3 clusters Score -8819419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -8819416.000000 Penalty: 5346.558594
	Iteration 63Q: 3 clusters Score -8819416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46319 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -8819411.000000 Penalty: 5346.558594
	Iteration 64Q: 3 clusters Score -8819411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46326 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -8819418.000000 Penalty: 5346.558594
	Iteration 65Q: 3 clusters Score -8819418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -8819417.000000 Penalty: 5346.558594
	Iteration 66Q: 3 clusters Score -8819417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46342 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -8819413.000000 Penalty: 5346.558594
	Iteration 67Q: 3 clusters Score -8819413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46347 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -8819415.000000 Penalty: 5346.558594
	Iteration 68Q: 3 clusters Score -8819415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -8819415.000000 Penalty: 5346.558594
	Iteration 69Q: 3 clusters Score -8819415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46360 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -8819418.000000 Penalty: 5346.558594
	Iteration 70Q: 3 clusters Score -8819418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -8819435.000000 Penalty: 5346.558594
	Iteration 71Q: 3 clusters Score -8819435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -8819440.000000 Penalty: 5346.558594
	Iteration 72Q: 3 clusters Score -8819440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46374 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -8819430.000000 Penalty: 5346.558594
	Iteration 73Q: 3 clusters Score -8819430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -8819427.000000 Penalty: 5346.558594
	Iteration 74Q: 3 clusters Score -8819427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46385 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -8819435.000000 Penalty: 5346.558594
	Iteration 75Q: 3 clusters Score -8819435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46391 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -8819440.000000 Penalty: 5346.558594
	Iteration 76Q: 3 clusters Score -8819440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -8819443.000000 Penalty: 5346.558594
	Iteration 77Q: 3 clusters Score -8819443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -8819432.000000 Penalty: 5346.558594
	Iteration 78Q: 3 clusters Score -8819432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46398 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -8819440.000000 Penalty: 5346.558594
	Iteration 79Q: 3 clusters Score -8819440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46398 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -8819440.000000 Penalty: 5346.558594
	Iteration 80F: 3 clusters Score -8819440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Entering Unmasked Estep 
Score: -5694955.000000 Penalty: 2572.842773
	Iteration 0F: 2 clusters Score -5694955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -5673106.000000 Penalty: 5145.685547
	Iteration 0F: 3 clusters Score -5673106 nChanged 14389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -5680814.000000 Penalty: 5145.685547
	Iteration 1F: 3 clusters Score -5680814 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -5681276.500000 Penalty: 5145.685547
	Iteration 2Q: 3 clusters Score -5681276 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -5681659.000000 Penalty: 5145.685547
	Iteration 3Q: 3 clusters Score -5681659 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -5681987.000000 Penalty: 5145.685547
	Iteration 4Q: 3 clusters Score -5681987 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -5682308.500000 Penalty: 5145.685547
	Iteration 5Q: 3 clusters Score -5682308 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -5682608.500000 Penalty: 5145.685547
	Iteration 6Q: 3 clusters Score -5682608 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -5682895.500000 Penalty: 5145.685547
	Iteration 7Q: 3 clusters Score -5682896 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -5683280.000000 Penalty: 5145.685547
	Iteration 8Q: 3 clusters Score -5683280 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -5683744.000000 Penalty: 5145.685547
	Iteration 9Q: 3 clusters Score -5683744 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -5684224.000000 Penalty: 5145.685547
	Iteration 10Q: 3 clusters Score -5684224 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -5684922.000000 Penalty: 5145.685547
	Iteration 11Q: 3 clusters Score -5684922 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -5685725.500000 Penalty: 5145.685547
	Iteration 12Q: 3 clusters Score -5685726 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -5686499.000000 Penalty: 5145.685547
	Iteration 13Q: 3 clusters Score -5686499 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -5687079.500000 Penalty: 5145.685547
	Iteration 14Q: 3 clusters Score -5687080 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -5687370.500000 Penalty: 5145.685547
	Iteration 15Q: 3 clusters Score -5687370 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -5687508.000000 Penalty: 5145.685547
	Iteration 16Q: 3 clusters Score -5687508 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -5687599.500000 Penalty: 5145.685547
	Iteration 17Q: 3 clusters Score -5687600 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -5687673.000000 Penalty: 5145.685547
	Iteration 18Q: 3 clusters Score -5687673 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -5687754.500000 Penalty: 5145.685547
	Iteration 19Q: 3 clusters Score -5687754 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -5687826.500000 Penalty: 5145.685547
	Iteration 20F: 3 clusters Score -5687826 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -5687918.500000 Penalty: 5145.685547
	Iteration 21Q: 3 clusters Score -5687918 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -5688002.000000 Penalty: 5145.685547
	Iteration 22Q: 3 clusters Score -5688002 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -5688074.500000 Penalty: 5145.685547
	Iteration 23Q: 3 clusters Score -5688074 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -5688184.000000 Penalty: 5145.685547
	Iteration 24Q: 3 clusters Score -5688184 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -5688322.000000 Penalty: 5145.685547
	Iteration 25Q: 3 clusters Score -5688322 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -5688410.500000 Penalty: 5145.685547
	Iteration 26Q: 3 clusters Score -5688410 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -5688514.500000 Penalty: 5145.685547
	Iteration 27Q: 3 clusters Score -5688514 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -5688640.500000 Penalty: 5145.685547
	Iteration 28Q: 3 clusters Score -5688640 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -5688762.000000 Penalty: 5145.685547
	Iteration 29Q: 3 clusters Score -5688762 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -5688944.000000 Penalty: 5145.685547
	Iteration 30Q: 3 clusters Score -5688944 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -5689174.000000 Penalty: 5145.685547
	Iteration 31Q: 3 clusters Score -5689174 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -5689369.500000 Penalty: 5145.685547
	Iteration 32Q: 3 clusters Score -5689370 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -5689598.500000 Penalty: 5145.685547
	Iteration 33Q: 3 clusters Score -5689598 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -5689871.500000 Penalty: 5145.685547
	Iteration 34Q: 3 clusters Score -5689872 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -5690219.000000 Penalty: 5145.685547
	Iteration 35Q: 3 clusters Score -5690219 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -5690605.500000 Penalty: 5145.685547
	Iteration 36Q: 3 clusters Score -5690606 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 27829 members 
Entering Unmasked Estep 
Score: -5691039.000000 Penalty: 5145.685547
	Iteration 37Q: 3 clusters Score -5691039 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -5691518.500000 Penalty: 5145.685547
	Iteration 38Q: 3 clusters Score -5691518 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -5691937.500000 Penalty: 5145.685547
	Iteration 39Q: 3 clusters Score -5691938 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 29575 members 
Entering Unmasked Estep 
Score: -5692330.500000 Penalty: 5145.685547
	Iteration 40F: 3 clusters Score -5692330 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 29977 members 
Entering Unmasked Estep 
Score: -5692725.500000 Penalty: 5145.685547
	Iteration 41Q: 3 clusters Score -5692726 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -5692975.500000 Penalty: 5145.685547
	Iteration 42Q: 3 clusters Score -5692976 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -5693107.000000 Penalty: 5145.685547
	Iteration 43Q: 3 clusters Score -5693107 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -5693186.500000 Penalty: 5145.685547
	Iteration 44Q: 3 clusters Score -5693186 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -5693235.000000 Penalty: 5145.685547
	Iteration 45Q: 3 clusters Score -5693235 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -5693269.000000 Penalty: 5145.685547
	Iteration 46Q: 3 clusters Score -5693269 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -5693290.000000 Penalty: 5145.685547
	Iteration 47Q: 3 clusters Score -5693290 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -5693296.000000 Penalty: 5145.685547
	Iteration 48Q: 3 clusters Score -5693296 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -5693309.500000 Penalty: 5145.685547
	Iteration 49Q: 3 clusters Score -5693310 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -5693319.500000 Penalty: 5145.685547
	Iteration 50Q: 3 clusters Score -5693320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -5693329.500000 Penalty: 5145.685547
	Iteration 51Q: 3 clusters Score -5693330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -5693330.500000 Penalty: 5145.685547
	Iteration 52Q: 3 clusters Score -5693330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -5693322.500000 Penalty: 5145.685547
	Iteration 53Q: 3 clusters Score -5693322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -5693328.500000 Penalty: 5145.685547
	Iteration 54Q: 3 clusters Score -5693328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -5693327.500000 Penalty: 5145.685547
	Iteration 55Q: 3 clusters Score -5693328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -5693334.500000 Penalty: 5145.685547
	Iteration 56Q: 3 clusters Score -5693334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -5693331.500000 Penalty: 5145.685547
	Iteration 57Q: 3 clusters Score -5693332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -5693327.000000 Penalty: 5145.685547
	Iteration 58Q: 3 clusters Score -5693327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -5693322.000000 Penalty: 5145.685547
	Iteration 59Q: 3 clusters Score -5693322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -5693324.000000 Penalty: 5145.685547
	Iteration 60F: 3 clusters Score -5693324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -5693333.000000 Penalty: 5145.685547
	Iteration 61Q: 3 clusters Score -5693333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -5693327.500000 Penalty: 5145.685547
	Iteration 62Q: 3 clusters Score -5693328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -5693328.500000 Penalty: 5145.685547
	Iteration 63Q: 3 clusters Score -5693328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -5693328.500000 Penalty: 5145.685547
	Iteration 64F: 3 clusters Score -5693328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Entering Unmasked Estep 
Score: -8113800.500000 Penalty: 2655.078125
	Iteration 0F: 2 clusters Score -8113800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -8084461.000000 Penalty: 5310.156250
	Iteration 0F: 3 clusters Score -8084461 nChanged 20503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -8095836.000000 Penalty: 5310.156250
	Iteration 1F: 3 clusters Score -8095836 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -8096814.000000 Penalty: 5310.156250
	Iteration 2F: 3 clusters Score -8096814 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -8097935.000000 Penalty: 5310.156250
	Iteration 3F: 3 clusters Score -8097935 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -8099482.000000 Penalty: 5310.156250
	Iteration 4F: 3 clusters Score -8099482 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -8101450.500000 Penalty: 5310.156250
	Iteration 5F: 3 clusters Score -8101450 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 34175 members 
Entering Unmasked Estep 
Score: -8103640.000000 Penalty: 5310.156250
	Iteration 6F: 3 clusters Score -8103640 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -8105999.000000 Penalty: 5310.156250
	Iteration 7F: 3 clusters Score -8105999 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 39209 members 
Entering Unmasked Estep 
Score: -8108011.000000 Penalty: 5310.156250
	Iteration 8F: 3 clusters Score -8108011 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -8109534.500000 Penalty: 5310.156250
	Iteration 9Q: 3 clusters Score -8109534 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 42179 members 
Entering Unmasked Estep 
Score: -8110315.500000 Penalty: 5310.156250
	Iteration 10Q: 3 clusters Score -8110316 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 42848 members 
Entering Unmasked Estep 
Score: -8110768.000000 Penalty: 5310.156250
	Iteration 11Q: 3 clusters Score -8110768 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 43283 members 
Entering Unmasked Estep 
Score: -8111045.500000 Penalty: 5310.156250
	Iteration 12Q: 3 clusters Score -8111046 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 43524 members 
Entering Unmasked Estep 
Score: -8111206.500000 Penalty: 5310.156250
	Iteration 13Q: 3 clusters Score -8111206 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
Score: -8111326.000000 Penalty: 5310.156250
	Iteration 14Q: 3 clusters Score -8111326 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 43807 members 
Entering Unmasked Estep 
Score: -8111399.000000 Penalty: 5310.156250
	Iteration 15Q: 3 clusters Score -8111399 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -8111447.000000 Penalty: 5310.156250
	Iteration 16Q: 3 clusters Score -8111447 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 43950 members 
Entering Unmasked Estep 
Score: -8111462.500000 Penalty: 5310.156250
	Iteration 17Q: 3 clusters Score -8111462 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -8111500.500000 Penalty: 5310.156250
	Iteration 18Q: 3 clusters Score -8111500 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 44027 members 
Entering Unmasked Estep 
Score: -8111525.000000 Penalty: 5310.156250
	Iteration 19Q: 3 clusters Score -8111525 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 44057 members 
Entering Unmasked Estep 
Score: -8111542.000000 Penalty: 5310.156250
	Iteration 20F: 3 clusters Score -8111542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 44079 members 
Entering Unmasked Estep 
Score: -8111564.000000 Penalty: 5310.156250
	Iteration 21Q: 3 clusters Score -8111564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -8111564.000000 Penalty: 5310.156250
	Iteration 22Q: 3 clusters Score -8111564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 44099 members 
Entering Unmasked Estep 
Score: -8111574.500000 Penalty: 5310.156250
	Iteration 23Q: 3 clusters Score -8111574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 44112 members 
Entering Unmasked Estep 
Score: -8111589.000000 Penalty: 5310.156250
	Iteration 24Q: 3 clusters Score -8111589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 44118 members 
Entering Unmasked Estep 
Score: -8111591.500000 Penalty: 5310.156250
	Iteration 25Q: 3 clusters Score -8111592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 44127 members 
Entering Unmasked Estep 
Score: -8111609.500000 Penalty: 5310.156250
	Iteration 26Q: 3 clusters Score -8111610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 44138 members 
Entering Unmasked Estep 
Score: -8111614.500000 Penalty: 5310.156250
	Iteration 27Q: 3 clusters Score -8111614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 44142 members 
Entering Unmasked Estep 
Score: -8111619.000000 Penalty: 5310.156250
	Iteration 28Q: 3 clusters Score -8111619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 44146 members 
Entering Unmasked Estep 
Score: -8111618.000000 Penalty: 5310.156250
	Iteration 29Q: 3 clusters Score -8111618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 44151 members 
Entering Unmasked Estep 
Score: -8111623.000000 Penalty: 5310.156250
	Iteration 30Q: 3 clusters Score -8111623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 44159 members 
Entering Unmasked Estep 
Score: -8111630.500000 Penalty: 5310.156250
	Iteration 31Q: 3 clusters Score -8111630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 44167 members 
Entering Unmasked Estep 
Score: -8111633.000000 Penalty: 5310.156250
	Iteration 32Q: 3 clusters Score -8111633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 44174 members 
Entering Unmasked Estep 
Score: -8111635.500000 Penalty: 5310.156250
	Iteration 33Q: 3 clusters Score -8111636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 44174 members 
Entering Unmasked Estep 
Score: -8111635.500000 Penalty: 5310.156250
	Iteration 34F: 3 clusters Score -8111636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (44285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Entering Unmasked Estep 
Score: -8069541.000000 Penalty: 2653.203613
	Iteration 0F: 2 clusters Score -8069541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -8040024.000000 Penalty: 5306.407227
	Iteration 0F: 3 clusters Score -8040024 nChanged 20600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -8051621.500000 Penalty: 5306.407227
	Iteration 1F: 3 clusters Score -8051622 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -8052355.000000 Penalty: 5306.407227
	Iteration 2Q: 3 clusters Score -8052355 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -8053240.500000 Penalty: 5306.407227
	Iteration 3Q: 3 clusters Score -8053240 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -8054448.500000 Penalty: 5306.407227
	Iteration 4Q: 3 clusters Score -8054448 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -8055984.500000 Penalty: 5306.407227
	Iteration 5F: 3 clusters Score -8055984 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18988 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -8057804.500000 Penalty: 5306.407227
	Iteration 6F: 3 clusters Score -8057804 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -8059633.500000 Penalty: 5306.407227
	Iteration 7F: 3 clusters Score -8059634 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -8061393.500000 Penalty: 5306.407227
	Iteration 8F: 3 clusters Score -8061394 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -8062592.000000 Penalty: 5306.407227
	Iteration 9F: 3 clusters Score -8062592 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -8063238.000000 Penalty: 5306.407227
	Iteration 10Q: 3 clusters Score -8063238 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -8063593.500000 Penalty: 5306.407227
	Iteration 11Q: 3 clusters Score -8063594 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -8063762.000000 Penalty: 5306.407227
	Iteration 12Q: 3 clusters Score -8063762 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18831 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -8063902.000000 Penalty: 5306.407227
	Iteration 13Q: 3 clusters Score -8063902 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -8064040.000000 Penalty: 5306.407227
	Iteration 14Q: 3 clusters Score -8064040 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -8064166.500000 Penalty: 5306.407227
	Iteration 15Q: 3 clusters Score -8064166 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -8064296.500000 Penalty: 5306.407227
	Iteration 16Q: 3 clusters Score -8064296 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -8064400.000000 Penalty: 5306.407227
	Iteration 17Q: 3 clusters Score -8064400 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -8064538.000000 Penalty: 5306.407227
	Iteration 18Q: 3 clusters Score -8064538 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -8064676.000000 Penalty: 5306.407227
	Iteration 19Q: 3 clusters Score -8064676 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -8064759.000000 Penalty: 5306.407227
	Iteration 20F: 3 clusters Score -8064759 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -8064912.000000 Penalty: 5306.407227
	Iteration 21Q: 3 clusters Score -8064912 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -8065092.500000 Penalty: 5306.407227
	Iteration 22Q: 3 clusters Score -8065092 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -8065225.500000 Penalty: 5306.407227
	Iteration 23Q: 3 clusters Score -8065226 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -8065381.500000 Penalty: 5306.407227
	Iteration 24Q: 3 clusters Score -8065382 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -8065510.500000 Penalty: 5306.407227
	Iteration 25Q: 3 clusters Score -8065510 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -8065626.000000 Penalty: 5306.407227
	Iteration 26Q: 3 clusters Score -8065626 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -8065778.500000 Penalty: 5306.407227
	Iteration 27Q: 3 clusters Score -8065778 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -8065903.000000 Penalty: 5306.407227
	Iteration 28Q: 3 clusters Score -8065903 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -8066039.500000 Penalty: 5306.407227
	Iteration 29Q: 3 clusters Score -8066040 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -8066176.000000 Penalty: 5306.407227
	Iteration 30Q: 3 clusters Score -8066176 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -8066263.000000 Penalty: 5306.407227
	Iteration 31Q: 3 clusters Score -8066263 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -8066302.000000 Penalty: 5306.407227
	Iteration 32Q: 3 clusters Score -8066302 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -8066351.000000 Penalty: 5306.407227
	Iteration 33Q: 3 clusters Score -8066351 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -8066389.500000 Penalty: 5306.407227
	Iteration 34Q: 3 clusters Score -8066390 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -8066424.500000 Penalty: 5306.407227
	Iteration 35Q: 3 clusters Score -8066424 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -8066447.000000 Penalty: 5306.407227
	Iteration 36Q: 3 clusters Score -8066447 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -8066467.500000 Penalty: 5306.407227
	Iteration 37Q: 3 clusters Score -8066468 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -8066500.500000 Penalty: 5306.407227
	Iteration 38Q: 3 clusters Score -8066500 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -8066534.000000 Penalty: 5306.407227
	Iteration 39Q: 3 clusters Score -8066534 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -8066566.500000 Penalty: 5306.407227
	Iteration 40F: 3 clusters Score -8066566 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -8066604.500000 Penalty: 5306.407227
	Iteration 41Q: 3 clusters Score -8066604 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -8066614.500000 Penalty: 5306.407227
	Iteration 42Q: 3 clusters Score -8066614 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25818 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -8066631.500000 Penalty: 5306.407227
	Iteration 43Q: 3 clusters Score -8066632 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -8066663.500000 Penalty: 5306.407227
	Iteration 44Q: 3 clusters Score -8066664 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -8066675.500000 Penalty: 5306.407227
	Iteration 45Q: 3 clusters Score -8066676 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -8066693.000000 Penalty: 5306.407227
	Iteration 46Q: 3 clusters Score -8066693 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -8066732.500000 Penalty: 5306.407227
	Iteration 47Q: 3 clusters Score -8066732 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -8066750.500000 Penalty: 5306.407227
	Iteration 48Q: 3 clusters Score -8066750 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -8066760.500000 Penalty: 5306.407227
	Iteration 49Q: 3 clusters Score -8066760 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -8066793.000000 Penalty: 5306.407227
	Iteration 50Q: 3 clusters Score -8066793 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -8066794.000000 Penalty: 5306.407227
	Iteration 51Q: 3 clusters Score -8066794 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -8066796.000000 Penalty: 5306.407227
	Iteration 52Q: 3 clusters Score -8066796 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -8066808.500000 Penalty: 5306.407227
	Iteration 53Q: 3 clusters Score -8066808 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -8066830.000000 Penalty: 5306.407227
	Iteration 54Q: 3 clusters Score -8066830 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -8066850.500000 Penalty: 5306.407227
	Iteration 55Q: 3 clusters Score -8066850 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -8066865.000000 Penalty: 5306.407227
	Iteration 56Q: 3 clusters Score -8066865 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -8066889.500000 Penalty: 5306.407227
	Iteration 57Q: 3 clusters Score -8066890 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -8066912.500000 Penalty: 5306.407227
	Iteration 58Q: 3 clusters Score -8066912 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -8066910.500000 Penalty: 5306.407227
	Iteration 59Q: 3 clusters Score -8066910 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -8066901.000000 Penalty: 5306.407227
	Iteration 60F: 3 clusters Score -8066901 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -8066898.500000 Penalty: 5306.407227
	Iteration 61Q: 3 clusters Score -8066898 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -8066905.500000 Penalty: 5306.407227
	Iteration 62Q: 3 clusters Score -8066906 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -8066915.000000 Penalty: 5306.407227
	Iteration 63Q: 3 clusters Score -8066915 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -8066904.500000 Penalty: 5306.407227
	Iteration 64Q: 3 clusters Score -8066904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -8066904.000000 Penalty: 5306.407227
	Iteration 65Q: 3 clusters Score -8066904 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -8066910.500000 Penalty: 5306.407227
	Iteration 66Q: 3 clusters Score -8066910 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -8066922.000000 Penalty: 5306.407227
	Iteration 67Q: 3 clusters Score -8066922 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -8066929.500000 Penalty: 5306.407227
	Iteration 68Q: 3 clusters Score -8066930 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27926 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -8066926.000000 Penalty: 5306.407227
	Iteration 69Q: 3 clusters Score -8066926 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27956 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -8066932.000000 Penalty: 5306.407227
	Iteration 70Q: 3 clusters Score -8066932 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -8066951.500000 Penalty: 5306.407227
	Iteration 71Q: 3 clusters Score -8066952 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -8066955.500000 Penalty: 5306.407227
	Iteration 72Q: 3 clusters Score -8066956 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28055 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -8066957.500000 Penalty: 5306.407227
	Iteration 73Q: 3 clusters Score -8066958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -8066956.500000 Penalty: 5306.407227
	Iteration 74Q: 3 clusters Score -8066956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -8066964.500000 Penalty: 5306.407227
	Iteration 75Q: 3 clusters Score -8066964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -8066967.500000 Penalty: 5306.407227
	Iteration 76Q: 3 clusters Score -8066968 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -8066957.500000 Penalty: 5306.407227
	Iteration 77Q: 3 clusters Score -8066958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -8066975.500000 Penalty: 5306.407227
	Iteration 78Q: 3 clusters Score -8066976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -8066976.000000 Penalty: 5306.407227
	Iteration 79Q: 3 clusters Score -8066976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -8066995.000000 Penalty: 5306.407227
	Iteration 80F: 3 clusters Score -8066995 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8066998 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8066997 nChanged 30
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Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8067005 nChanged 29
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8067007 nChanged 19
Entering Unmasked Mstep 
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	Iteration 85Q: 3 clusters Score -8066994 nChanged 13
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Mstep: Class 1 contains 28322 members 
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	Iteration 86Q: 3 clusters Score -8066998 nChanged 13
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	Iteration 87Q: 3 clusters Score -8066999 nChanged 15
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8067006 nChanged 23
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8067006 nChanged 12
Entering Unmasked Mstep 
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	Iteration 92Q: 3 clusters Score -8067009 nChanged 9
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	Iteration 93Q: 3 clusters Score -8067004 nChanged 7
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	Iteration 94Q: 3 clusters Score -8067007 nChanged 6
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8067002 nChanged 5
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	Iteration 100F: 3 clusters Score -8066993 nChanged 8
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	Iteration 101Q: 3 clusters Score -8066992 nChanged 7
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	Iteration 102Q: 3 clusters Score -8066990 nChanged 5
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	Iteration 105Q: 3 clusters Score -8067003 nChanged 6
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	Iteration 106Q: 3 clusters Score -8067006 nChanged 7
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	Iteration 107Q: 3 clusters Score -8067003 nChanged 5
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	Iteration 108Q: 3 clusters Score -8067005 nChanged 8
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	Iteration 109Q: 3 clusters Score -8067008 nChanged 8
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	Iteration 120F: 3 clusters Score -8067020 nChanged 46
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	Iteration 129Q: 3 clusters Score -8067120 nChanged 59
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	Iteration 131Q: 3 clusters Score -8067130 nChanged 72
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	Iteration 132Q: 3 clusters Score -8067148 nChanged 55
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	Iteration 137Q: 3 clusters Score -8067167 nChanged 65
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	Iteration 138Q: 3 clusters Score -8067176 nChanged 56
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	Iteration 139Q: 3 clusters Score -8067188 nChanged 72
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	Iteration 140F: 3 clusters Score -8067196 nChanged 77
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	Iteration 141Q: 3 clusters Score -8067220 nChanged 86
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	Iteration 142Q: 3 clusters Score -8067232 nChanged 94
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	Iteration 143Q: 3 clusters Score -8067256 nChanged 90
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	Iteration 144Q: 3 clusters Score -8067258 nChanged 89
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	Iteration 145Q: 3 clusters Score -8067266 nChanged 97
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	Iteration 148Q: 3 clusters Score -8067306 nChanged 120
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	Iteration 149Q: 3 clusters Score -8067316 nChanged 117
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	Iteration 150Q: 3 clusters Score -8067350 nChanged 93
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	Iteration 151Q: 3 clusters Score -8067362 nChanged 93
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	Iteration 152Q: 3 clusters Score -8067392 nChanged 90
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	Iteration 154Q: 3 clusters Score -8067423 nChanged 99
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	Iteration 155Q: 3 clusters Score -8067424 nChanged 98
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	Iteration 156Q: 3 clusters Score -8067431 nChanged 97
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	Iteration 158Q: 3 clusters Score -8067454 nChanged 116
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	Iteration 159Q: 3 clusters Score -8067470 nChanged 126
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	Iteration 160F: 3 clusters Score -8067508 nChanged 124
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	Iteration 161Q: 3 clusters Score -8067533 nChanged 145
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	Iteration 162Q: 3 clusters Score -8067542 nChanged 148
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	Iteration 163Q: 3 clusters Score -8067572 nChanged 153
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	Iteration 164Q: 3 clusters Score -8067602 nChanged 136
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	Iteration 165Q: 3 clusters Score -8067619 nChanged 140
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	Iteration 166Q: 3 clusters Score -8067657 nChanged 157
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	Iteration 168Q: 3 clusters Score -8067733 nChanged 156
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	Iteration 169Q: 3 clusters Score -8067752 nChanged 132
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	Iteration 170Q: 3 clusters Score -8067779 nChanged 114
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	Iteration 171Q: 3 clusters Score -8067796 nChanged 110
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	Iteration 172Q: 3 clusters Score -8067793 nChanged 114
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	Iteration 173Q: 3 clusters Score -8067818 nChanged 124
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	Iteration 174Q: 3 clusters Score -8067850 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33797 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -8067859.000000 Penalty: 5306.407227
	Iteration 175Q: 3 clusters Score -8067859 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -8067884.500000 Penalty: 5306.407227
	Iteration 176Q: 3 clusters Score -8067884 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -8067907.000000 Penalty: 5306.407227
	Iteration 177Q: 3 clusters Score -8067907 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -8067880.500000 Penalty: 5306.407227
	Iteration 178Q: 3 clusters Score -8067880 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -8067896.500000 Penalty: 5306.407227
	Iteration 179Q: 3 clusters Score -8067896 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -8067907.500000 Penalty: 5306.407227
	Iteration 180F: 3 clusters Score -8067908 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -8067901.000000 Penalty: 5306.407227
	Iteration 181Q: 3 clusters Score -8067901 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -8067910.500000 Penalty: 5306.407227
	Iteration 182Q: 3 clusters Score -8067910 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -8067923.500000 Penalty: 5306.407227
	Iteration 183Q: 3 clusters Score -8067924 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34364 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -8067916.500000 Penalty: 5306.407227
	Iteration 184Q: 3 clusters Score -8067916 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -8067929.000000 Penalty: 5306.407227
	Iteration 185Q: 3 clusters Score -8067929 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -8067933.000000 Penalty: 5306.407227
	Iteration 186Q: 3 clusters Score -8067933 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -8067948.000000 Penalty: 5306.407227
	Iteration 187Q: 3 clusters Score -8067948 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -8067954.500000 Penalty: 5306.407227
	Iteration 188Q: 3 clusters Score -8067954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -8067963.500000 Penalty: 5306.407227
	Iteration 189Q: 3 clusters Score -8067964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -8067951.500000 Penalty: 5306.407227
	Iteration 190Q: 3 clusters Score -8067952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -8067940.500000 Penalty: 5306.407227
	Iteration 191Q: 3 clusters Score -8067940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -8067950.000000 Penalty: 5306.407227
	Iteration 192Q: 3 clusters Score -8067950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34560 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -8067947.500000 Penalty: 5306.407227
	Iteration 193Q: 3 clusters Score -8067948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34570 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -8067946.500000 Penalty: 5306.407227
	Iteration 194Q: 3 clusters Score -8067946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -8067950.000000 Penalty: 5306.407227
	Iteration 195Q: 3 clusters Score -8067950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34589 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -8067954.000000 Penalty: 5306.407227
	Iteration 196Q: 3 clusters Score -8067954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -8067955.500000 Penalty: 5306.407227
	Iteration 197Q: 3 clusters Score -8067956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -8067963.500000 Penalty: 5306.407227
	Iteration 198Q: 3 clusters Score -8067964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -8067966.500000 Penalty: 5306.407227
	Iteration 199Q: 3 clusters Score -8067966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -8067968.500000 Penalty: 5306.407227
	Iteration 200F: 3 clusters Score -8067968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -8067958.500000 Penalty: 5306.407227
	Iteration 201Q: 3 clusters Score -8067958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -8067964.000000 Penalty: 5306.407227
	Iteration 202Q: 3 clusters Score -8067964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -8067969.000000 Penalty: 5306.407227
	Iteration 203Q: 3 clusters Score -8067969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -8067962.500000 Penalty: 5306.407227
	Iteration 204Q: 3 clusters Score -8067962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -8067964.500000 Penalty: 5306.407227
	Iteration 205Q: 3 clusters Score -8067964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -8067960.000000 Penalty: 5306.407227
	Iteration 206Q: 3 clusters Score -8067960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -8067957.500000 Penalty: 5306.407227
	Iteration 207Q: 3 clusters Score -8067958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -8067966.000000 Penalty: 5306.407227
	Iteration 208Q: 3 clusters Score -8067966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -8067966.000000 Penalty: 5306.407227
	Iteration 209Q: 3 clusters Score -8067966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -8067956.000000 Penalty: 5306.407227
	Iteration 210Q: 3 clusters Score -8067956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34731 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -8067963.500000 Penalty: 5306.407227
	Iteration 211Q: 3 clusters Score -8067964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -8067962.000000 Penalty: 5306.407227
	Iteration 212Q: 3 clusters Score -8067962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -8067963.500000 Penalty: 5306.407227
	Iteration 213Q: 3 clusters Score -8067964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34754 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -8067978.000000 Penalty: 5306.407227
	Iteration 214Q: 3 clusters Score -8067978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -8067979.000000 Penalty: 5306.407227
	Iteration 215Q: 3 clusters Score -8067979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -8067985.500000 Penalty: 5306.407227
	Iteration 216Q: 3 clusters Score -8067986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -8067975.500000 Penalty: 5306.407227
	Iteration 217Q: 3 clusters Score -8067976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -8067981.000000 Penalty: 5306.407227
	Iteration 218Q: 3 clusters Score -8067981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -8067974.500000 Penalty: 5306.407227
	Iteration 219Q: 3 clusters Score -8067974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -8067978.500000 Penalty: 5306.407227
	Iteration 220F: 3 clusters Score -8067978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -8067984.500000 Penalty: 5306.407227
	Iteration 221Q: 3 clusters Score -8067984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -8067980.500000 Penalty: 5306.407227
	Iteration 222Q: 3 clusters Score -8067980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -8067982.000000 Penalty: 5306.407227
	Iteration 223Q: 3 clusters Score -8067982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -8067973.500000 Penalty: 5306.407227
	Iteration 224Q: 3 clusters Score -8067974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -8067976.000000 Penalty: 5306.407227
	Iteration 225Q: 3 clusters Score -8067976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -8067981.500000 Penalty: 5306.407227
	Iteration 226Q: 3 clusters Score -8067982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -8067989.000000 Penalty: 5306.407227
	Iteration 227Q: 3 clusters Score -8067989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -8067996.000000 Penalty: 5306.407227
	Iteration 228Q: 3 clusters Score -8067996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -8068005.000000 Penalty: 5306.407227
	Iteration 229Q: 3 clusters Score -8068005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -8068005.000000 Penalty: 5306.407227
	Iteration 230Q: 3 clusters Score -8068005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -8068013.000000 Penalty: 5306.407227
	Iteration 231Q: 3 clusters Score -8068013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -8068015.500000 Penalty: 5306.407227
	Iteration 232Q: 3 clusters Score -8068016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34925 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -8068015.500000 Penalty: 5306.407227
	Iteration 233F: 3 clusters Score -8068016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Entering Unmasked Estep 
Score: -7712208.500000 Penalty: 2640.655273
	Iteration 0F: 2 clusters Score -7712208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -7684076.500000 Penalty: 5281.310547
	Iteration 0F: 3 clusters Score -7684076 nChanged 19313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -7694588.500000 Penalty: 5281.310547
	Iteration 1F: 3 clusters Score -7694588 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -7695164.000000 Penalty: 5281.310547
	Iteration 2Q: 3 clusters Score -7695164 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -7695726.000000 Penalty: 5281.310547
	Iteration 3Q: 3 clusters Score -7695726 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -7696409.000000 Penalty: 5281.310547
	Iteration 4Q: 3 clusters Score -7696409 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -7697131.500000 Penalty: 5281.310547
	Iteration 5Q: 3 clusters Score -7697132 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -7697984.500000 Penalty: 5281.310547
	Iteration 6Q: 3 clusters Score -7697984 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -7699103.000000 Penalty: 5281.310547
	Iteration 7Q: 3 clusters Score -7699103 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -7700274.500000 Penalty: 5281.310547
	Iteration 8Q: 3 clusters Score -7700274 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -7701704.000000 Penalty: 5281.310547
	Iteration 9Q: 3 clusters Score -7701704 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 28603 members 
Entering Unmasked Estep 
Score: -7703069.500000 Penalty: 5281.310547
	Iteration 10F: 3 clusters Score -7703070 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -7704246.500000 Penalty: 5281.310547
	Iteration 11Q: 3 clusters Score -7704246 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -7705006.500000 Penalty: 5281.310547
	Iteration 12Q: 3 clusters Score -7705006 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 31248 members 
Entering Unmasked Estep 
Score: -7705522.000000 Penalty: 5281.310547
	Iteration 13Q: 3 clusters Score -7705522 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -7705887.500000 Penalty: 5281.310547
	Iteration 14Q: 3 clusters Score -7705888 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -7706145.500000 Penalty: 5281.310547
	Iteration 15Q: 3 clusters Score -7706146 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -7706406.500000 Penalty: 5281.310547
	Iteration 16Q: 3 clusters Score -7706406 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -7706604.000000 Penalty: 5281.310547
	Iteration 17Q: 3 clusters Score -7706604 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 34621 members 
Entering Unmasked Estep 
Score: -7706818.500000 Penalty: 5281.310547
	Iteration 18Q: 3 clusters Score -7706818 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 35231 members 
Entering Unmasked Estep 
Score: -7707056.500000 Penalty: 5281.310547
	Iteration 19Q: 3 clusters Score -7707056 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -7707261.000000 Penalty: 5281.310547
	Iteration 20F: 3 clusters Score -7707261 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -7707480.500000 Penalty: 5281.310547
	Iteration 21Q: 3 clusters Score -7707480 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -7707733.000000 Penalty: 5281.310547
	Iteration 22Q: 3 clusters Score -7707733 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 37597 members 
Entering Unmasked Estep 
Score: -7707939.000000 Penalty: 5281.310547
	Iteration 23Q: 3 clusters Score -7707939 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 38136 members 
Entering Unmasked Estep 
Score: -7708162.500000 Penalty: 5281.310547
	Iteration 24Q: 3 clusters Score -7708162 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -7708404.000000 Penalty: 5281.310547
	Iteration 25Q: 3 clusters Score -7708404 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -7708628.000000 Penalty: 5281.310547
	Iteration 26Q: 3 clusters Score -7708628 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 39619 members 
Entering Unmasked Estep 
Score: -7708815.500000 Penalty: 5281.310547
	Iteration 27Q: 3 clusters Score -7708816 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -7709022.500000 Penalty: 5281.310547
	Iteration 28Q: 3 clusters Score -7709022 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -7709205.000000 Penalty: 5281.310547
	Iteration 29Q: 3 clusters Score -7709205 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -7709341.500000 Penalty: 5281.310547
	Iteration 30Q: 3 clusters Score -7709342 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
Score: -7709458.000000 Penalty: 5281.310547
	Iteration 31Q: 3 clusters Score -7709458 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 40991 members 
Entering Unmasked Estep 
Score: -7709559.000000 Penalty: 5281.310547
	Iteration 32Q: 3 clusters Score -7709559 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -7709650.000000 Penalty: 5281.310547
	Iteration 33Q: 3 clusters Score -7709650 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 41228 members 
Entering Unmasked Estep 
Score: -7709687.500000 Penalty: 5281.310547
	Iteration 34Q: 3 clusters Score -7709688 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 41316 members 
Entering Unmasked Estep 
Score: -7709734.000000 Penalty: 5281.310547
	Iteration 35Q: 3 clusters Score -7709734 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -7709778.500000 Penalty: 5281.310547
	Iteration 36Q: 3 clusters Score -7709778 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -7709810.000000 Penalty: 5281.310547
	Iteration 37Q: 3 clusters Score -7709810 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 41449 members 
Entering Unmasked Estep 
Score: -7709845.000000 Penalty: 5281.310547
	Iteration 38Q: 3 clusters Score -7709845 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -7709861.500000 Penalty: 5281.310547
	Iteration 39Q: 3 clusters Score -7709862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -7709877.500000 Penalty: 5281.310547
	Iteration 40F: 3 clusters Score -7709878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 41503 members 
Entering Unmasked Estep 
Score: -7709874.500000 Penalty: 5281.310547
	Iteration 41Q: 3 clusters Score -7709874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 41521 members 
Entering Unmasked Estep 
Score: -7709890.000000 Penalty: 5281.310547
	Iteration 42Q: 3 clusters Score -7709890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -7709900.500000 Penalty: 5281.310547
	Iteration 43Q: 3 clusters Score -7709900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -7709914.500000 Penalty: 5281.310547
	Iteration 44Q: 3 clusters Score -7709914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -7709921.500000 Penalty: 5281.310547
	Iteration 45Q: 3 clusters Score -7709922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 41545 members 
Entering Unmasked Estep 
Score: -7709918.500000 Penalty: 5281.310547
	Iteration 46Q: 3 clusters Score -7709918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -7709923.500000 Penalty: 5281.310547
	Iteration 47Q: 3 clusters Score -7709924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -7709925.000000 Penalty: 5281.310547
	Iteration 48Q: 3 clusters Score -7709925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -7709926.500000 Penalty: 5281.310547
	Iteration 49Q: 3 clusters Score -7709926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
Score: -7709926.000000 Penalty: 5281.310547
	Iteration 50Q: 3 clusters Score -7709926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -7709931.000000 Penalty: 5281.310547
	Iteration 51Q: 3 clusters Score -7709931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -7709928.000000 Penalty: 5281.310547
	Iteration 52Q: 3 clusters Score -7709928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -7709937.500000 Penalty: 5281.310547
	Iteration 53Q: 3 clusters Score -7709938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -7709937.000000 Penalty: 5281.310547
	Iteration 54Q: 3 clusters Score -7709937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 41567 members 
Entering Unmasked Estep 
Score: -7709935.500000 Penalty: 5281.310547
	Iteration 55Q: 3 clusters Score -7709936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -7709945.000000 Penalty: 5281.310547
	Iteration 56Q: 3 clusters Score -7709945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 41571 members 
Entering Unmasked Estep 
Score: -7709942.500000 Penalty: 5281.310547
	Iteration 57Q: 3 clusters Score -7709942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 41571 members 
Entering Unmasked Estep 
Score: -7709945.000000 Penalty: 5281.310547
	Iteration 58Q: 3 clusters Score -7709945 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 41571 members 
Entering Unmasked Estep 
Score: -7709945.000000 Penalty: 5281.310547
	Iteration 59F: 3 clusters Score -7709945 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Entering Unmasked Estep 
Score: -103272.054688 Penalty: 1590.943970
	Iteration 0F: 2 clusters Score -103272.1 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 308 members 
Entering Unmasked Estep 
Score: -101710.148438 Penalty: 3181.887939
	Iteration 0F: 3 clusters Score -101710.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -102067.898438 Penalty: 3181.887939
	Iteration 1F: 3 clusters Score -102067.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -102217.304688 Penalty: 3181.887939
	Iteration 2F: 3 clusters Score -102217.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -102292.890625 Penalty: 3181.887939
	Iteration 3Q: 3 clusters Score -102292.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -102368.726562 Penalty: 3181.887939
	Iteration 4Q: 3 clusters Score -102368.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -102408.453125 Penalty: 3181.887939
	Iteration 5Q: 3 clusters Score -102408.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -102467.546875 Penalty: 3181.887939
	Iteration 6Q: 3 clusters Score -102467.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -102572.640625 Penalty: 3181.887939
	Iteration 7Q: 3 clusters Score -102572.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -102639.140625 Penalty: 3181.887939
	Iteration 8Q: 3 clusters Score -102639.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -102666.914062 Penalty: 3181.887939
	Iteration 9Q: 3 clusters Score -102666.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -102682.234375 Penalty: 3181.887939
	Iteration 10Q: 3 clusters Score -102682.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -102695.257812 Penalty: 3181.887939
	Iteration 11Q: 3 clusters Score -102695.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -102701.726562 Penalty: 3181.887939
	Iteration 12Q: 3 clusters Score -102701.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -102705.765625 Penalty: 3181.887939
	Iteration 13Q: 3 clusters Score -102705.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -102716.687500 Penalty: 3181.887939
	Iteration 14Q: 3 clusters Score -102716.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -102728.921875 Penalty: 3181.887939
	Iteration 15Q: 3 clusters Score -102728.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -102739.726562 Penalty: 3181.887939
	Iteration 16Q: 3 clusters Score -102739.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -102750.359375 Penalty: 3181.887939
	Iteration 17Q: 3 clusters Score -102750.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -102750.359375 Penalty: 3181.887939
	Iteration 18F: 3 clusters Score -102750.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (39466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39466 members 
Entering Unmasked Estep 
Score: -7239635.000000 Penalty: 2624.632324
	Iteration 0F: 2 clusters Score -7239635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -7213190.500000 Penalty: 5249.264648
	Iteration 0F: 3 clusters Score -7213190 nChanged 18019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -7223080.500000 Penalty: 5249.264648
	Iteration 1F: 3 clusters Score -7223080 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -7223708.000000 Penalty: 5249.264648
	Iteration 2Q: 3 clusters Score -7223708 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -7224409.500000 Penalty: 5249.264648
	Iteration 3Q: 3 clusters Score -7224410 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -7225266.000000 Penalty: 5249.264648
	Iteration 4Q: 3 clusters Score -7225266 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -7226434.500000 Penalty: 5249.264648
	Iteration 5F: 3 clusters Score -7226434 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -7228194.500000 Penalty: 5249.264648
	Iteration 6F: 3 clusters Score -7228194 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -7230557.000000 Penalty: 5249.264648
	Iteration 7F: 3 clusters Score -7230557 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -7232974.500000 Penalty: 5249.264648
	Iteration 8F: 3 clusters Score -7232974 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32200 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -7234868.000000 Penalty: 5249.264648
	Iteration 9F: 3 clusters Score -7234868 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -7235849.000000 Penalty: 5249.264648
	Iteration 10Q: 3 clusters Score -7235849 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -7236306.000000 Penalty: 5249.264648
	Iteration 11Q: 3 clusters Score -7236306 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -7236577.500000 Penalty: 5249.264648
	Iteration 12Q: 3 clusters Score -7236578 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -7236796.000000 Penalty: 5249.264648
	Iteration 13Q: 3 clusters Score -7236796 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -7236957.000000 Penalty: 5249.264648
	Iteration 14Q: 3 clusters Score -7236957 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -7237054.000000 Penalty: 5249.264648
	Iteration 15Q: 3 clusters Score -7237054 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -7237139.000000 Penalty: 5249.264648
	Iteration 16Q: 3 clusters Score -7237139 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -7237217.500000 Penalty: 5249.264648
	Iteration 17Q: 3 clusters Score -7237218 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -7237276.500000 Penalty: 5249.264648
	Iteration 18Q: 3 clusters Score -7237276 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -7237343.500000 Penalty: 5249.264648
	Iteration 19Q: 3 clusters Score -7237344 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36499 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -7237408.500000 Penalty: 5249.264648
	Iteration 20F: 3 clusters Score -7237408 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36653 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -7237431.500000 Penalty: 5249.264648
	Iteration 21Q: 3 clusters Score -7237432 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -7237460.000000 Penalty: 5249.264648
	Iteration 22Q: 3 clusters Score -7237460 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -7237445.000000 Penalty: 5249.264648
	Iteration 23Q: 3 clusters Score -7237445 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -7237453.500000 Penalty: 5249.264648
	Iteration 24Q: 3 clusters Score -7237454 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -7237473.000000 Penalty: 5249.264648
	Iteration 25Q: 3 clusters Score -7237473 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37129 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -7237484.000000 Penalty: 5249.264648
	Iteration 26Q: 3 clusters Score -7237484 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -7237493.000000 Penalty: 5249.264648
	Iteration 27Q: 3 clusters Score -7237493 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -7237505.000000 Penalty: 5249.264648
	Iteration 28Q: 3 clusters Score -7237505 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -7237534.500000 Penalty: 5249.264648
	Iteration 29Q: 3 clusters Score -7237534 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -7237521.500000 Penalty: 5249.264648
	Iteration 30Q: 3 clusters Score -7237522 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -7237536.000000 Penalty: 5249.264648
	Iteration 31Q: 3 clusters Score -7237536 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -7237562.500000 Penalty: 5249.264648
	Iteration 32Q: 3 clusters Score -7237562 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -7237581.500000 Penalty: 5249.264648
	Iteration 33Q: 3 clusters Score -7237582 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -7237587.000000 Penalty: 5249.264648
	Iteration 34Q: 3 clusters Score -7237587 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37752 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -7237602.500000 Penalty: 5249.264648
	Iteration 35Q: 3 clusters Score -7237602 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -7237609.500000 Penalty: 5249.264648
	Iteration 36Q: 3 clusters Score -7237610 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37855 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -7237622.500000 Penalty: 5249.264648
	Iteration 37Q: 3 clusters Score -7237622 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -7237636.000000 Penalty: 5249.264648
	Iteration 38Q: 3 clusters Score -7237636 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -7237643.000000 Penalty: 5249.264648
	Iteration 39Q: 3 clusters Score -7237643 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -7237644.500000 Penalty: 5249.264648
	Iteration 40F: 3 clusters Score -7237644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37943 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -7237641.000000 Penalty: 5249.264648
	Iteration 41Q: 3 clusters Score -7237641 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -7237639.000000 Penalty: 5249.264648
	Iteration 42Q: 3 clusters Score -7237639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -7237634.000000 Penalty: 5249.264648
	Iteration 43Q: 3 clusters Score -7237634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -7237639.500000 Penalty: 5249.264648
	Iteration 44Q: 3 clusters Score -7237640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -7237649.500000 Penalty: 5249.264648
	Iteration 45Q: 3 clusters Score -7237650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -7237639.000000 Penalty: 5249.264648
	Iteration 46Q: 3 clusters Score -7237639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38014 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -7237640.500000 Penalty: 5249.264648
	Iteration 47Q: 3 clusters Score -7237640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -7237644.500000 Penalty: 5249.264648
	Iteration 48Q: 3 clusters Score -7237644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38045 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -7237652.000000 Penalty: 5249.264648
	Iteration 49Q: 3 clusters Score -7237652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -7237650.000000 Penalty: 5249.264648
	Iteration 50Q: 3 clusters Score -7237650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -7237648.000000 Penalty: 5249.264648
	Iteration 51Q: 3 clusters Score -7237648 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -7237659.000000 Penalty: 5249.264648
	Iteration 52Q: 3 clusters Score -7237659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -7237663.500000 Penalty: 5249.264648
	Iteration 53Q: 3 clusters Score -7237664 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -7237669.000000 Penalty: 5249.264648
	Iteration 54Q: 3 clusters Score -7237669 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -7237664.000000 Penalty: 5249.264648
	Iteration 55Q: 3 clusters Score -7237664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -7237673.500000 Penalty: 5249.264648
	Iteration 56Q: 3 clusters Score -7237674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -7237675.500000 Penalty: 5249.264648
	Iteration 57Q: 3 clusters Score -7237676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38158 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -7237677.000000 Penalty: 5249.264648
	Iteration 58Q: 3 clusters Score -7237677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -7237675.000000 Penalty: 5249.264648
	Iteration 59Q: 3 clusters Score -7237675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -7237684.500000 Penalty: 5249.264648
	Iteration 60F: 3 clusters Score -7237684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -7237687.000000 Penalty: 5249.264648
	Iteration 61Q: 3 clusters Score -7237687 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -7237694.500000 Penalty: 5249.264648
	Iteration 62Q: 3 clusters Score -7237694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -7237701.500000 Penalty: 5249.264648
	Iteration 63Q: 3 clusters Score -7237702 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -7237706.500000 Penalty: 5249.264648
	Iteration 64Q: 3 clusters Score -7237706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -7237699.500000 Penalty: 5249.264648
	Iteration 65Q: 3 clusters Score -7237700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -7237696.000000 Penalty: 5249.264648
	Iteration 66Q: 3 clusters Score -7237696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -7237695.000000 Penalty: 5249.264648
	Iteration 67Q: 3 clusters Score -7237695 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -7237700.000000 Penalty: 5249.264648
	Iteration 68Q: 3 clusters Score -7237700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38226 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -7237695.500000 Penalty: 5249.264648
	Iteration 69Q: 3 clusters Score -7237696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -7237699.500000 Penalty: 5249.264648
	Iteration 70Q: 3 clusters Score -7237700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -7237697.500000 Penalty: 5249.264648
	Iteration 71Q: 3 clusters Score -7237698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38248 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -7237692.000000 Penalty: 5249.264648
	Iteration 72Q: 3 clusters Score -7237692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -7237696.500000 Penalty: 5249.264648
	Iteration 73Q: 3 clusters Score -7237696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -7237703.000000 Penalty: 5249.264648
	Iteration 74Q: 3 clusters Score -7237703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38263 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -7237709.500000 Penalty: 5249.264648
	Iteration 75Q: 3 clusters Score -7237710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -7237708.000000 Penalty: 5249.264648
	Iteration 76Q: 3 clusters Score -7237708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -7237712.000000 Penalty: 5249.264648
	Iteration 77Q: 3 clusters Score -7237712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38279 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -7237715.000000 Penalty: 5249.264648
	Iteration 78Q: 3 clusters Score -7237715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -7237715.500000 Penalty: 5249.264648
	Iteration 79Q: 3 clusters Score -7237716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -7237710.000000 Penalty: 5249.264648
	Iteration 80F: 3 clusters Score -7237710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -7237713.000000 Penalty: 5249.264648
	Iteration 81Q: 3 clusters Score -7237713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -7237718.000000 Penalty: 5249.264648
	Iteration 82Q: 3 clusters Score -7237718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38294 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -7237713.500000 Penalty: 5249.264648
	Iteration 83Q: 3 clusters Score -7237714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -7237717.500000 Penalty: 5249.264648
	Iteration 84Q: 3 clusters Score -7237718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -7237713.000000 Penalty: 5249.264648
	Iteration 85Q: 3 clusters Score -7237713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38303 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -7237713.000000 Penalty: 5249.264648
	Iteration 86Q: 3 clusters Score -7237713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -7237722.000000 Penalty: 5249.264648
	Iteration 87Q: 3 clusters Score -7237722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -7237729.500000 Penalty: 5249.264648
	Iteration 88Q: 3 clusters Score -7237730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38320 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -7237721.500000 Penalty: 5249.264648
	Iteration 89Q: 3 clusters Score -7237722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -7237727.500000 Penalty: 5249.264648
	Iteration 90Q: 3 clusters Score -7237728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -7237729.000000 Penalty: 5249.264648
	Iteration 91Q: 3 clusters Score -7237729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -7237734.000000 Penalty: 5249.264648
	Iteration 92Q: 3 clusters Score -7237734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -7237750.000000 Penalty: 5249.264648
	Iteration 93Q: 3 clusters Score -7237750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -7237747.000000 Penalty: 5249.264648
	Iteration 94Q: 3 clusters Score -7237747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -7237738.000000 Penalty: 5249.264648
	Iteration 95Q: 3 clusters Score -7237738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -7237743.000000 Penalty: 5249.264648
	Iteration 96Q: 3 clusters Score -7237743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -7237739.500000 Penalty: 5249.264648
	Iteration 97Q: 3 clusters Score -7237740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -7237738.000000 Penalty: 5249.264648
	Iteration 98Q: 3 clusters Score -7237738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -7237734.000000 Penalty: 5249.264648
	Iteration 99Q: 3 clusters Score -7237734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -7237732.000000 Penalty: 5249.264648
	Iteration 100F: 3 clusters Score -7237732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -7237740.000000 Penalty: 5249.264648
	Iteration 101Q: 3 clusters Score -7237740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -7237739.500000 Penalty: 5249.264648
	Iteration 102Q: 3 clusters Score -7237740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -7237738.000000 Penalty: 5249.264648
	Iteration 103Q: 3 clusters Score -7237738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -7237736.000000 Penalty: 5249.264648
	Iteration 104Q: 3 clusters Score -7237736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -7237738.500000 Penalty: 5249.264648
	Iteration 105Q: 3 clusters Score -7237738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -7237738.500000 Penalty: 5249.264648
	Iteration 106F: 3 clusters Score -7237738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (48864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48864 members 
Entering Unmasked Estep 
Score: -8968479.000000 Penalty: 2677.605469
	Iteration 0F: 2 clusters Score -8968479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -8940196.000000 Penalty: 5355.210938
	Iteration 0F: 3 clusters Score -8940196 nChanged 22423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -8952693.000000 Penalty: 5355.210938
	Iteration 1F: 3 clusters Score -8952693 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -8953357.000000 Penalty: 5355.210938
	Iteration 2Q: 3 clusters Score -8953357 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -8953941.000000 Penalty: 5355.210938
	Iteration 3Q: 3 clusters Score -8953941 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -8954601.000000 Penalty: 5355.210938
	Iteration 4Q: 3 clusters Score -8954601 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -8955346.000000 Penalty: 5355.210938
	Iteration 5Q: 3 clusters Score -8955346 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 26598 members 
Entering Unmasked Estep 
Score: -8956438.000000 Penalty: 5355.210938
	Iteration 6Q: 3 clusters Score -8956438 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 26938 members 
Entering Unmasked Estep 
Score: -8957959.000000 Penalty: 5355.210938
	Iteration 7Q: 3 clusters Score -8957959 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -8959898.000000 Penalty: 5355.210938
	Iteration 8F: 3 clusters Score -8959898 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -8961975.000000 Penalty: 5355.210938
	Iteration 9F: 3 clusters Score -8961975 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -8963237.000000 Penalty: 5355.210938
	Iteration 10F: 3 clusters Score -8963237 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -8963843.000000 Penalty: 5355.210938
	Iteration 11Q: 3 clusters Score -8963843 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -8964077.000000 Penalty: 5355.210938
	Iteration 12Q: 3 clusters Score -8964077 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -8964202.000000 Penalty: 5355.210938
	Iteration 13Q: 3 clusters Score -8964202 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -8964347.000000 Penalty: 5355.210938
	Iteration 14Q: 3 clusters Score -8964347 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -8964458.000000 Penalty: 5355.210938
	Iteration 15Q: 3 clusters Score -8964458 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -8964493.000000 Penalty: 5355.210938
	Iteration 16Q: 3 clusters Score -8964493 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 27835 members 
Entering Unmasked Estep 
Score: -8964564.000000 Penalty: 5355.210938
	Iteration 17Q: 3 clusters Score -8964564 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -8964564.000000 Penalty: 5355.210938
	Iteration 18Q: 3 clusters Score -8964564 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -8964637.000000 Penalty: 5355.210938
	Iteration 19Q: 3 clusters Score -8964637 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -8964683.000000 Penalty: 5355.210938
	Iteration 20F: 3 clusters Score -8964683 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -8964736.000000 Penalty: 5355.210938
	Iteration 21Q: 3 clusters Score -8964736 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 28191 members 
Entering Unmasked Estep 
Score: -8964805.000000 Penalty: 5355.210938
	Iteration 22Q: 3 clusters Score -8964805 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -8964840.000000 Penalty: 5355.210938
	Iteration 23Q: 3 clusters Score -8964840 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -8964878.000000 Penalty: 5355.210938
	Iteration 24Q: 3 clusters Score -8964878 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -8964854.000000 Penalty: 5355.210938
	Iteration 25Q: 3 clusters Score -8964854 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -8964859.000000 Penalty: 5355.210938
	Iteration 26Q: 3 clusters Score -8964859 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 28330 members 
Entering Unmasked Estep 
Score: -8964874.000000 Penalty: 5355.210938
	Iteration 27Q: 3 clusters Score -8964874 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -8964909.000000 Penalty: 5355.210938
	Iteration 28Q: 3 clusters Score -8964909 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 28337 members 
Entering Unmasked Estep 
Score: -8964915.000000 Penalty: 5355.210938
	Iteration 29Q: 3 clusters Score -8964915 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8964950 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -8964987.000000 Penalty: 5355.210938
	Iteration 31Q: 3 clusters Score -8964987 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 28395 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8964989 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -8965020.000000 Penalty: 5355.210938
	Iteration 33Q: 3 clusters Score -8965020 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -8965002.000000 Penalty: 5355.210938
	Iteration 34Q: 3 clusters Score -8965002 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -8965021.000000 Penalty: 5355.210938
	Iteration 35Q: 3 clusters Score -8965021 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -8965040.000000 Penalty: 5355.210938
	Iteration 36Q: 3 clusters Score -8965040 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 28396 members 
Entering Unmasked Estep 
Score: -8965055.000000 Penalty: 5355.210938
	Iteration 37Q: 3 clusters Score -8965055 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -8965070.000000 Penalty: 5355.210938
	Iteration 38Q: 3 clusters Score -8965070 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -8965091.000000 Penalty: 5355.210938
	Iteration 39Q: 3 clusters Score -8965091 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -8965092.000000 Penalty: 5355.210938
	Iteration 40F: 3 clusters Score -8965092 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -8965102.000000 Penalty: 5355.210938
	Iteration 41Q: 3 clusters Score -8965102 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -8965114.000000 Penalty: 5355.210938
	Iteration 42Q: 3 clusters Score -8965114 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -8965122.000000 Penalty: 5355.210938
	Iteration 43Q: 3 clusters Score -8965122 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -8965124.000000 Penalty: 5355.210938
	Iteration 44Q: 3 clusters Score -8965124 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -8965155.000000 Penalty: 5355.210938
	Iteration 45Q: 3 clusters Score -8965155 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -8965134.000000 Penalty: 5355.210938
	Iteration 46Q: 3 clusters Score -8965134 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -8965151.000000 Penalty: 5355.210938
	Iteration 47Q: 3 clusters Score -8965151 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -8965153.000000 Penalty: 5355.210938
	Iteration 48Q: 3 clusters Score -8965153 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -8965147.000000 Penalty: 5355.210938
	Iteration 49Q: 3 clusters Score -8965147 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -8965148.000000 Penalty: 5355.210938
	Iteration 50Q: 3 clusters Score -8965148 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -8965138.000000 Penalty: 5355.210938
	Iteration 51Q: 3 clusters Score -8965138 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -8965126.000000 Penalty: 5355.210938
	Iteration 52Q: 3 clusters Score -8965126 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -8965116.000000 Penalty: 5355.210938
	Iteration 53Q: 3 clusters Score -8965116 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -8965131.000000 Penalty: 5355.210938
	Iteration 54Q: 3 clusters Score -8965131 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -8965157.000000 Penalty: 5355.210938
	Iteration 55Q: 3 clusters Score -8965157 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -8965181.000000 Penalty: 5355.210938
	Iteration 56Q: 3 clusters Score -8965181 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -8965202.000000 Penalty: 5355.210938
	Iteration 57Q: 3 clusters Score -8965202 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -8965194.000000 Penalty: 5355.210938
	Iteration 58Q: 3 clusters Score -8965194 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -8965188.000000 Penalty: 5355.210938
	Iteration 59Q: 3 clusters Score -8965188 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -8965199.000000 Penalty: 5355.210938
	Iteration 60F: 3 clusters Score -8965199 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -8965212.000000 Penalty: 5355.210938
	Iteration 61Q: 3 clusters Score -8965212 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -8965213.000000 Penalty: 5355.210938
	Iteration 62Q: 3 clusters Score -8965213 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -8965200.000000 Penalty: 5355.210938
	Iteration 63Q: 3 clusters Score -8965200 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8965200 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -8965207.000000 Penalty: 5355.210938
	Iteration 65Q: 3 clusters Score -8965207 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8965200 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -8965222.000000 Penalty: 5355.210938
	Iteration 67Q: 3 clusters Score -8965222 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -8965251.000000 Penalty: 5355.210938
	Iteration 68Q: 3 clusters Score -8965251 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -8965242.000000 Penalty: 5355.210938
	Iteration 69Q: 3 clusters Score -8965242 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -8965256.000000 Penalty: 5355.210938
	Iteration 70Q: 3 clusters Score -8965256 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -8965271.000000 Penalty: 5355.210938
	Iteration 71Q: 3 clusters Score -8965271 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -8965272.000000 Penalty: 5355.210938
	Iteration 72Q: 3 clusters Score -8965272 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19910 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -8965278.000000 Penalty: 5355.210938
	Iteration 73Q: 3 clusters Score -8965278 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -8965269.000000 Penalty: 5355.210938
	Iteration 74Q: 3 clusters Score -8965269 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19900 members 
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Entering Unmasked Estep 
Score: -8965259.000000 Penalty: 5355.210938
	Iteration 75Q: 3 clusters Score -8965259 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8965259 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -8965256.000000 Penalty: 5355.210938
	Iteration 77Q: 3 clusters Score -8965256 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -8965242.000000 Penalty: 5355.210938
	Iteration 78Q: 3 clusters Score -8965242 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -8965250.000000 Penalty: 5355.210938
	Iteration 79Q: 3 clusters Score -8965250 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -8965244.000000 Penalty: 5355.210938
	Iteration 80F: 3 clusters Score -8965244 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -8965239.000000 Penalty: 5355.210938
	Iteration 81Q: 3 clusters Score -8965239 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -8965235.000000 Penalty: 5355.210938
	Iteration 82Q: 3 clusters Score -8965235 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19770 members 
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Entering Unmasked Estep 
Score: -8965246.000000 Penalty: 5355.210938
	Iteration 83Q: 3 clusters Score -8965246 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19753 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8965250 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -8965245.000000 Penalty: 5355.210938
	Iteration 85Q: 3 clusters Score -8965245 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -8965255.000000 Penalty: 5355.210938
	Iteration 86Q: 3 clusters Score -8965255 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19714 members 
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Entering Unmasked Estep 
Score: -8965273.000000 Penalty: 5355.210938
	Iteration 87Q: 3 clusters Score -8965273 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -8965261.000000 Penalty: 5355.210938
	Iteration 88Q: 3 clusters Score -8965261 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -8965267.000000 Penalty: 5355.210938
	Iteration 89Q: 3 clusters Score -8965267 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -8965263.000000 Penalty: 5355.210938
	Iteration 90Q: 3 clusters Score -8965263 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -8965274.000000 Penalty: 5355.210938
	Iteration 91Q: 3 clusters Score -8965274 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8965273 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -8965276.000000 Penalty: 5355.210938
	Iteration 93Q: 3 clusters Score -8965276 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -8965272.000000 Penalty: 5355.210938
	Iteration 94Q: 3 clusters Score -8965272 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -8965269.000000 Penalty: 5355.210938
	Iteration 95Q: 3 clusters Score -8965269 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -8965285.000000 Penalty: 5355.210938
	Iteration 96Q: 3 clusters Score -8965285 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -8965292.000000 Penalty: 5355.210938
	Iteration 97Q: 3 clusters Score -8965292 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -8965287.000000 Penalty: 5355.210938
	Iteration 98Q: 3 clusters Score -8965287 nChanged 25
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Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -8965288.000000 Penalty: 5355.210938
	Iteration 99Q: 3 clusters Score -8965288 nChanged 20
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Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -8965282.000000 Penalty: 5355.210938
	Iteration 100F: 3 clusters Score -8965282 nChanged 22
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Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8965285 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8965285 nChanged 17
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Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -8965287.000000 Penalty: 5355.210938
	Iteration 103Q: 3 clusters Score -8965287 nChanged 26
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Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -8965294.000000 Penalty: 5355.210938
	Iteration 104Q: 3 clusters Score -8965294 nChanged 28
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Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8965292 nChanged 31
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Entering Unmasked Estep 
Score: -8965303.000000 Penalty: 5355.210938
	Iteration 106Q: 3 clusters Score -8965303 nChanged 37
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Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 29303 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8965304 nChanged 22
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Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8965306 nChanged 28
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Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8965295 nChanged 21
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8965291 nChanged 19
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Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -8965281.000000 Penalty: 5355.210938
	Iteration 111Q: 3 clusters Score -8965281 nChanged 23
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Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 29344 members 
Entering Unmasked Estep 
Score: -8965270.000000 Penalty: 5355.210938
	Iteration 112Q: 3 clusters Score -8965270 nChanged 24
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Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -8965267.000000 Penalty: 5355.210938
	Iteration 113Q: 3 clusters Score -8965267 nChanged 26
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Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -8965261.000000 Penalty: 5355.210938
	Iteration 114Q: 3 clusters Score -8965261 nChanged 19
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Entering Unmasked Estep 
Score: -8965280.000000 Penalty: 5355.210938
	Iteration 115Q: 3 clusters Score -8965280 nChanged 32
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8965294 nChanged 25
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8965293 nChanged 33
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Entering Unmasked Estep 
Score: -8965301.000000 Penalty: 5355.210938
	Iteration 118Q: 3 clusters Score -8965301 nChanged 15
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Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -8965310.000000 Penalty: 5355.210938
	Iteration 119Q: 3 clusters Score -8965310 nChanged 13
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Mstep: Class 2 contains 29387 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8965298 nChanged 13
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Entering Unmasked Estep 
Score: -8965303.000000 Penalty: 5355.210938
	Iteration 121Q: 3 clusters Score -8965303 nChanged 6
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8965309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -8965306.000000 Penalty: 5355.210938
	Iteration 123Q: 3 clusters Score -8965306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -8965299.000000 Penalty: 5355.210938
	Iteration 124Q: 3 clusters Score -8965299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -8965302.000000 Penalty: 5355.210938
	Iteration 125Q: 3 clusters Score -8965302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 29426 members 
Entering Unmasked Estep 
Score: -8965302.000000 Penalty: 5355.210938
	Iteration 126Q: 3 clusters Score -8965302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -8965285.000000 Penalty: 5355.210938
	Iteration 127Q: 3 clusters Score -8965285 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -8965295.000000 Penalty: 5355.210938
	Iteration 128Q: 3 clusters Score -8965295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -8965299.000000 Penalty: 5355.210938
	Iteration 129Q: 3 clusters Score -8965299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 29445 members 
Entering Unmasked Estep 
Score: -8965302.000000 Penalty: 5355.210938
	Iteration 130Q: 3 clusters Score -8965302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 29447 members 
Entering Unmasked Estep 
Score: -8965298.000000 Penalty: 5355.210938
	Iteration 131Q: 3 clusters Score -8965298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -8965293.000000 Penalty: 5355.210938
	Iteration 132Q: 3 clusters Score -8965293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -8965295.000000 Penalty: 5355.210938
	Iteration 133Q: 3 clusters Score -8965295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -8965296.000000 Penalty: 5355.210938
	Iteration 134Q: 3 clusters Score -8965296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -8965294.000000 Penalty: 5355.210938
	Iteration 135Q: 3 clusters Score -8965294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 29466 members 
Entering Unmasked Estep 
Score: -8965296.000000 Penalty: 5355.210938
	Iteration 136Q: 3 clusters Score -8965296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -8965292.000000 Penalty: 5355.210938
	Iteration 137Q: 3 clusters Score -8965292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -8965303.000000 Penalty: 5355.210938
	Iteration 138Q: 3 clusters Score -8965303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19373 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -8965304.000000 Penalty: 5355.210938
	Iteration 139Q: 3 clusters Score -8965304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -8965307.000000 Penalty: 5355.210938
	Iteration 140F: 3 clusters Score -8965307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -8965304.000000 Penalty: 5355.210938
	Iteration 141Q: 3 clusters Score -8965304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -8965301.000000 Penalty: 5355.210938
	Iteration 142Q: 3 clusters Score -8965301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -8965302.000000 Penalty: 5355.210938
	Iteration 143Q: 3 clusters Score -8965302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -8965299.000000 Penalty: 5355.210938
	Iteration 144Q: 3 clusters Score -8965299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -8965297.000000 Penalty: 5355.210938
	Iteration 145Q: 3 clusters Score -8965297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -8965306.000000 Penalty: 5355.210938
	Iteration 146Q: 3 clusters Score -8965306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -8965301.000000 Penalty: 5355.210938
	Iteration 147Q: 3 clusters Score -8965301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 29523 members 
Entering Unmasked Estep 
Score: -8965297.000000 Penalty: 5355.210938
	Iteration 148Q: 3 clusters Score -8965297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 29527 members 
Entering Unmasked Estep 
Score: -8965300.000000 Penalty: 5355.210938
	Iteration 149Q: 3 clusters Score -8965300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -8965306.000000 Penalty: 5355.210938
	Iteration 150Q: 3 clusters Score -8965306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -8965302.000000 Penalty: 5355.210938
	Iteration 151Q: 3 clusters Score -8965302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -8965301.000000 Penalty: 5355.210938
	Iteration 152Q: 3 clusters Score -8965301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 29539 members 
Entering Unmasked Estep 
Score: -8965306.000000 Penalty: 5355.210938
	Iteration 153Q: 3 clusters Score -8965306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -8965304.000000 Penalty: 5355.210938
	Iteration 154Q: 3 clusters Score -8965304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -8965302.000000 Penalty: 5355.210938
	Iteration 155Q: 3 clusters Score -8965302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -8965305.000000 Penalty: 5355.210938
	Iteration 156Q: 3 clusters Score -8965305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -8965302.000000 Penalty: 5355.210938
	Iteration 157Q: 3 clusters Score -8965302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -8965304.000000 Penalty: 5355.210938
	Iteration 158Q: 3 clusters Score -8965304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -8965296.000000 Penalty: 5355.210938
	Iteration 159Q: 3 clusters Score -8965296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -8965303.000000 Penalty: 5355.210938
	Iteration 160F: 3 clusters Score -8965303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -8965301.000000 Penalty: 5355.210938
	Iteration 161Q: 3 clusters Score -8965301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -8965300.000000 Penalty: 5355.210938
	Iteration 162Q: 3 clusters Score -8965300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -8965300.000000 Penalty: 5355.210938
	Iteration 163Q: 3 clusters Score -8965300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -8965301.000000 Penalty: 5355.210938
	Iteration 164Q: 3 clusters Score -8965301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -8965302.000000 Penalty: 5355.210938
	Iteration 165Q: 3 clusters Score -8965302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 29547 members 
Entering Unmasked Estep 
Score: -8965303.000000 Penalty: 5355.210938
	Iteration 166Q: 3 clusters Score -8965303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 29549 members 
Entering Unmasked Estep 
Score: -8965299.000000 Penalty: 5355.210938
	Iteration 167Q: 3 clusters Score -8965299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -8965298.000000 Penalty: 5355.210938
	Iteration 168Q: 3 clusters Score -8965298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -8965298.000000 Penalty: 5355.210938
	Iteration 169F: 3 clusters Score -8965298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (53712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53712 members 
Entering Unmasked Estep 
Score: -9834626.000000 Penalty: 2701.065186
	Iteration 0F: 2 clusters Score -9834626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -9804428.000000 Penalty: 5402.130371
	Iteration 0F: 3 clusters Score -9804428 nChanged 24902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -9818460.000000 Penalty: 5402.130371
	Iteration 1F: 3 clusters Score -9818460 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -9818928.000000 Penalty: 5402.130371
	Iteration 2Q: 3 clusters Score -9818928 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -9819274.000000 Penalty: 5402.130371
	Iteration 3Q: 3 clusters Score -9819274 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -9819688.000000 Penalty: 5402.130371
	Iteration 4Q: 3 clusters Score -9819688 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -9820156.000000 Penalty: 5402.130371
	Iteration 5Q: 3 clusters Score -9820156 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -9820745.000000 Penalty: 5402.130371
	Iteration 6Q: 3 clusters Score -9820745 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -9821597.000000 Penalty: 5402.130371
	Iteration 7Q: 3 clusters Score -9821597 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -9822756.000000 Penalty: 5402.130371
	Iteration 8Q: 3 clusters Score -9822756 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -9824648.000000 Penalty: 5402.130371
	Iteration 9F: 3 clusters Score -9824648 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -9827385.000000 Penalty: 5402.130371
	Iteration 10F: 3 clusters Score -9827385 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44552 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -9830246.000000 Penalty: 5402.130371
	Iteration 11F: 3 clusters Score -9830246 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47291 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -9831832.000000 Penalty: 5402.130371
	Iteration 12F: 3 clusters Score -9831832 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49297 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -9832436.000000 Penalty: 5402.130371
	Iteration 13Q: 3 clusters Score -9832436 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50703 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -9832542.000000 Penalty: 5402.130371
	Iteration 14Q: 3 clusters Score -9832542 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51591 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -9832410.000000 Penalty: 5402.130371
	Iteration 15Q: 3 clusters Score -9832410 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52163 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -9832405.000000 Penalty: 5402.130371
	Iteration 16Q: 3 clusters Score -9832405 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52526 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -9832446.000000 Penalty: 5402.130371
	Iteration 17Q: 3 clusters Score -9832446 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52747 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -9832455.000000 Penalty: 5402.130371
	Iteration 18Q: 3 clusters Score -9832455 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52879 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -9832492.000000 Penalty: 5402.130371
	Iteration 19Q: 3 clusters Score -9832492 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52966 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -9832499.000000 Penalty: 5402.130371
	Iteration 20F: 3 clusters Score -9832499 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53027 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -9832528.000000 Penalty: 5402.130371
	Iteration 21Q: 3 clusters Score -9832528 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53073 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -9832533.000000 Penalty: 5402.130371
	Iteration 22Q: 3 clusters Score -9832533 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53109 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -9832542.000000 Penalty: 5402.130371
	Iteration 23Q: 3 clusters Score -9832542 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53144 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -9832574.000000 Penalty: 5402.130371
	Iteration 24Q: 3 clusters Score -9832574 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53168 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -9832586.000000 Penalty: 5402.130371
	Iteration 25Q: 3 clusters Score -9832586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53184 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -9832581.000000 Penalty: 5402.130371
	Iteration 26Q: 3 clusters Score -9832581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53196 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -9832589.000000 Penalty: 5402.130371
	Iteration 27Q: 3 clusters Score -9832589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53204 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -9832573.000000 Penalty: 5402.130371
	Iteration 28Q: 3 clusters Score -9832573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53208 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -9832582.000000 Penalty: 5402.130371
	Iteration 29Q: 3 clusters Score -9832582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53209 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -9832579.000000 Penalty: 5402.130371
	Iteration 30Q: 3 clusters Score -9832579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53212 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -9832589.000000 Penalty: 5402.130371
	Iteration 31Q: 3 clusters Score -9832589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53215 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -9832578.000000 Penalty: 5402.130371
	Iteration 32Q: 3 clusters Score -9832578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53217 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -9832586.000000 Penalty: 5402.130371
	Iteration 33Q: 3 clusters Score -9832586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53218 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -9832586.000000 Penalty: 5402.130371
	Iteration 34Q: 3 clusters Score -9832586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53218 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -9832586.000000 Penalty: 5402.130371
	Iteration 35F: 3 clusters Score -9832586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 949 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 47851 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41504 members 
Mstep: Class 7 contains 1366 members 
Mstep: Class 8 contains 44445 members 
Mstep: Class 9 contains 2810 members 
Mstep: Class 10 contains 41987 members 
Mstep: Class 11 contains 42586 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48019 members 
Mstep: Class 14 contains 32028 members 
Mstep: Class 15 contains 44621 members 
Mstep: Class 16 contains 44285 members 
Mstep: Class 17 contains 42100 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 39466 members 
Mstep: Class 20 contains 48864 members 
Mstep: Class 21 contains 53712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111191696.000000 Penalty: 69443.789062
Iteration 119Q: 22 clusters Score -1.111917e+08 nChanged 10186
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 948 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 48456 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41524 members 
Mstep: Class 7 contains 1362 members 
Mstep: Class 8 contains 44453 members 
Mstep: Class 9 contains 2809 members 
Mstep: Class 10 contains 42099 members 
Mstep: Class 11 contains 42622 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48123 members 
Mstep: Class 14 contains 31987 members 
Mstep: Class 15 contains 44610 members 
Mstep: Class 16 contains 44406 members 
Mstep: Class 17 contains 42131 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 39349 members 
Mstep: Class 20 contains 48844 members 
Mstep: Class 21 contains 53842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111192200.000000 Penalty: 69443.789062
Iteration 120F: 22 clusters Score -1.111922e+08 nChanged 10199
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 36669 members 
Mstep: Class 2 contains 948 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 48935 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41562 members 
Mstep: Class 7 contains 1360 members 
Mstep: Class 8 contains 44510 members 
Mstep: Class 9 contains 2806 members 
Mstep: Class 10 contains 42361 members 
Mstep: Class 11 contains 42718 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48201 members 
Mstep: Class 14 contains 31889 members 
Mstep: Class 15 contains 44594 members 
Mstep: Class 16 contains 44504 members 
Mstep: Class 17 contains 42251 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 39210 members 
Mstep: Class 20 contains 48364 members 
Mstep: Class 21 contains 54381 members 
Entering Unmasked Estep 
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Score: -111190920.000000 Penalty: 69443.789062
Iteration 121Q: 22 clusters Score -1.111909e+08 nChanged 9357
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 948 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 49197 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41610 members 
Mstep: Class 7 contains 1358 members 
Mstep: Class 8 contains 44521 members 
Mstep: Class 9 contains 2802 members 
Mstep: Class 10 contains 42805 members 
Mstep: Class 11 contains 42882 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48409 members 
Mstep: Class 14 contains 31812 members 
Mstep: Class 15 contains 44552 members 
Mstep: Class 16 contains 44673 members 
Mstep: Class 17 contains 42381 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 39188 members 
Mstep: Class 20 contains 47713 members 
Mstep: Class 21 contains 54519 members 
Entering Unmasked Estep 
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Iteration 122Q: 22 clusters Score -1.111912e+08 nChanged 8241
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 948 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 49357 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41628 members 
Mstep: Class 7 contains 1355 members 
Mstep: Class 8 contains 44480 members 
Mstep: Class 9 contains 2798 members 
Mstep: Class 10 contains 43370 members 
Mstep: Class 11 contains 43012 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48621 members 
Mstep: Class 14 contains 31728 members 
Mstep: Class 15 contains 44512 members 
Mstep: Class 16 contains 44822 members 
Mstep: Class 17 contains 42561 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 39204 members 
Mstep: Class 20 contains 47147 members 
Mstep: Class 21 contains 54362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111191024.000000 Penalty: 69443.789062
Iteration 123Q: 22 clusters Score -1.11191e+08 nChanged 7258
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 948 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 49433 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41593 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 44440 members 
Mstep: Class 9 contains 2797 members 
Mstep: Class 10 contains 43940 members 
Mstep: Class 11 contains 43125 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48787 members 
Mstep: Class 14 contains 31613 members 
Mstep: Class 15 contains 44449 members 
Mstep: Class 16 contains 44907 members 
Mstep: Class 17 contains 42705 members 
Mstep: Class 18 contains 613 members 
Mstep: Class 19 contains 39308 members 
Mstep: Class 20 contains 46798 members 
Mstep: Class 21 contains 54093 members 
Entering Unmasked Estep 
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Iteration 124Q: 22 clusters Score -1.111906e+08 nChanged 6572
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 948 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 49411 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41627 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 44427 members 
Mstep: Class 9 contains 2796 members 
Mstep: Class 10 contains 44388 members 
Mstep: Class 11 contains 43214 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48932 members 
Mstep: Class 14 contains 31509 members 
Mstep: Class 15 contains 44433 members 
Mstep: Class 16 contains 44954 members 
Mstep: Class 17 contains 42833 members 
Mstep: Class 18 contains 613 members 
Mstep: Class 19 contains 39466 members 
Mstep: Class 20 contains 46551 members 
Mstep: Class 21 contains 53681 members 
Entering Unmasked Estep 
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Iteration 125Q: 22 clusters Score -1.111906e+08 nChanged 5790
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 948 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 49315 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41622 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 44475 members 
Mstep: Class 9 contains 2796 members 
Mstep: Class 10 contains 44679 members 
Mstep: Class 11 contains 43318 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 49040 members 
Mstep: Class 14 contains 31379 members 
Mstep: Class 15 contains 44377 members 
Mstep: Class 16 contains 44924 members 
Mstep: Class 17 contains 42941 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 39660 members 
Mstep: Class 20 contains 46432 members 
Mstep: Class 21 contains 53313 members 
Entering Unmasked Estep 
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Iteration 126Q: 22 clusters Score -1.11191e+08 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 34774 members 
Mstep: Class 2 contains 948 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 49217 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41643 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 44437 members 
Mstep: Class 9 contains 2794 members 
Mstep: Class 10 contains 44916 members 
Mstep: Class 11 contains 43382 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 49154 members 
Mstep: Class 14 contains 31247 members 
Mstep: Class 15 contains 44322 members 
Mstep: Class 16 contains 44870 members 
Mstep: Class 17 contains 43050 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 39854 members 
Mstep: Class 20 contains 46405 members 
Mstep: Class 21 contains 52895 members 
Entering Unmasked Estep 
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Iteration 127Q: 22 clusters Score -1.111909e+08 nChanged 4949
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 948 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 49105 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41717 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 44433 members 
Mstep: Class 9 contains 2794 members 
Mstep: Class 10 contains 45056 members 
Mstep: Class 11 contains 43388 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 49286 members 
Mstep: Class 14 contains 31116 members 
Mstep: Class 15 contains 44171 members 
Mstep: Class 16 contains 44797 members 
Mstep: Class 17 contains 43133 members 
Mstep: Class 18 contains 613 members 
Mstep: Class 19 contains 40032 members 
Mstep: Class 20 contains 46451 members 
Mstep: Class 21 contains 52444 members 
Entering Unmasked Estep 
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Iteration 128Q: 22 clusters Score -1.11191e+08 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 948 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 49005 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41733 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 44415 members 
Mstep: Class 9 contains 2794 members 
Mstep: Class 10 contains 45150 members 
Mstep: Class 11 contains 43388 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 49399 members 
Mstep: Class 14 contains 30980 members 
Mstep: Class 15 contains 44064 members 
Mstep: Class 16 contains 44719 members 
Mstep: Class 17 contains 43233 members 
Mstep: Class 18 contains 613 members 
Mstep: Class 19 contains 40194 members 
Mstep: Class 20 contains 46475 members 
Mstep: Class 21 contains 52033 members 
Entering Unmasked Estep 
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Iteration 129Q: 22 clusters Score -1.111911e+08 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 947 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 48861 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41721 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 44359 members 
Mstep: Class 9 contains 2790 members 
Mstep: Class 10 contains 45191 members 
Mstep: Class 11 contains 43389 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 49469 members 
Mstep: Class 14 contains 30846 members 
Mstep: Class 15 contains 43998 members 
Mstep: Class 16 contains 44716 members 
Mstep: Class 17 contains 43333 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 40336 members 
Mstep: Class 20 contains 46471 members 
Mstep: Class 21 contains 51670 members 
Entering Unmasked Estep 
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Iteration 130Q: 22 clusters Score -1.111915e+08 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 947 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 48663 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41733 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 44342 members 
Mstep: Class 9 contains 2787 members 
Mstep: Class 10 contains 45206 members 
Mstep: Class 11 contains 43379 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 49542 members 
Mstep: Class 14 contains 30715 members 
Mstep: Class 15 contains 43931 members 
Mstep: Class 16 contains 44737 members 
Mstep: Class 17 contains 43315 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 40451 members 
Mstep: Class 20 contains 46500 members 
Mstep: Class 21 contains 51318 members 
Entering Unmasked Estep 
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Iteration 131Q: 22 clusters Score -1.111914e+08 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 947 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 48514 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41755 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 44329 members 
Mstep: Class 9 contains 2785 members 
Mstep: Class 10 contains 45263 members 
Mstep: Class 11 contains 43353 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 49606 members 
Mstep: Class 14 contains 30604 members 
Mstep: Class 15 contains 43810 members 
Mstep: Class 16 contains 44687 members 
Mstep: Class 17 contains 43281 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 40566 members 
Mstep: Class 20 contains 46523 members 
Mstep: Class 21 contains 50982 members 
Entering Unmasked Estep 
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Iteration 132Q: 22 clusters Score -1.111918e+08 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 947 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 48376 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41743 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 44267 members 
Mstep: Class 9 contains 2783 members 
Mstep: Class 10 contains 45283 members 
Mstep: Class 11 contains 43326 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 49664 members 
Mstep: Class 14 contains 30485 members 
Mstep: Class 15 contains 43704 members 
Mstep: Class 16 contains 44630 members 
Mstep: Class 17 contains 43218 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 40658 members 
Mstep: Class 20 contains 46597 members 
Mstep: Class 21 contains 50676 members 
Entering Unmasked Estep 
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Iteration 133Q: 22 clusters Score -1.111921e+08 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 38332 members 
Mstep: Class 2 contains 947 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 48251 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41704 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 44191 members 
Mstep: Class 9 contains 2780 members 
Mstep: Class 10 contains 45226 members 
Mstep: Class 11 contains 43278 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 49720 members 
Mstep: Class 14 contains 30366 members 
Mstep: Class 15 contains 43565 members 
Mstep: Class 16 contains 44561 members 
Mstep: Class 17 contains 43179 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 40740 members 
Mstep: Class 20 contains 46723 members 
Mstep: Class 21 contains 50348 members 
Entering Unmasked Estep 
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Iteration 134Q: 22 clusters Score -1.111924e+08 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 947 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 48117 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41684 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 44097 members 
Mstep: Class 9 contains 2778 members 
Mstep: Class 10 contains 45182 members 
Mstep: Class 11 contains 43191 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 49733 members 
Mstep: Class 14 contains 30236 members 
Mstep: Class 15 contains 43454 members 
Mstep: Class 16 contains 44491 members 
Mstep: Class 17 contains 43179 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 40808 members 
Mstep: Class 20 contains 46797 members 
Mstep: Class 21 contains 50020 members 
Entering Unmasked Estep 
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Iteration 135Q: 22 clusters Score -1.111929e+08 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 947 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 47921 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41615 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 44009 members 
Mstep: Class 9 contains 2776 members 
Mstep: Class 10 contains 45054 members 
Mstep: Class 11 contains 43108 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 49762 members 
Mstep: Class 14 contains 30133 members 
Mstep: Class 15 contains 43389 members 
Mstep: Class 16 contains 44431 members 
Mstep: Class 17 contains 43195 members 
Mstep: Class 18 contains 615 members 
Mstep: Class 19 contains 40854 members 
Mstep: Class 20 contains 46911 members 
Mstep: Class 21 contains 49657 members 
Entering Unmasked Estep 
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Iteration 136Q: 22 clusters Score -1.111934e+08 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 947 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 47769 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41562 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 43935 members 
Mstep: Class 9 contains 2774 members 
Mstep: Class 10 contains 44973 members 
Mstep: Class 11 contains 43024 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 49745 members 
Mstep: Class 14 contains 30053 members 
Mstep: Class 15 contains 43329 members 
Mstep: Class 16 contains 44296 members 
Mstep: Class 17 contains 43191 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 40859 members 
Mstep: Class 20 contains 46934 members 
Mstep: Class 21 contains 49408 members 
Entering Unmasked Estep 
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Iteration 137Q: 22 clusters Score -1.111941e+08 nChanged 4051
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 42173 members 
Mstep: Class 2 contains 947 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 47599 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41480 members 
Mstep: Class 7 contains 1346 members 
Mstep: Class 8 contains 43871 members 
Mstep: Class 9 contains 2771 members 
Mstep: Class 10 contains 44895 members 
Mstep: Class 11 contains 42942 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 49720 members 
Mstep: Class 14 contains 29987 members 
Mstep: Class 15 contains 43283 members 
Mstep: Class 16 contains 44218 members 
Mstep: Class 17 contains 43225 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 40858 members 
Mstep: Class 20 contains 46829 members 
Mstep: Class 21 contains 49115 members 
Entering Unmasked Estep 
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Iteration 138Q: 22 clusters Score -1.111948e+08 nChanged 4377
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 43379 members 
Mstep: Class 2 contains 947 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 47439 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41389 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 43762 members 
Mstep: Class 9 contains 2769 members 
Mstep: Class 10 contains 44837 members 
Mstep: Class 11 contains 42870 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 49663 members 
Mstep: Class 14 contains 29923 members 
Mstep: Class 15 contains 43269 members 
Mstep: Class 16 contains 44079 members 
Mstep: Class 17 contains 43179 members 
Mstep: Class 18 contains 613 members 
Mstep: Class 19 contains 40839 members 
Mstep: Class 20 contains 46731 members 
Mstep: Class 21 contains 48838 members 
Entering Unmasked Estep 
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Iteration 139Q: 22 clusters Score -1.111948e+08 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44786 members 
Mstep: Class 2 contains 947 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 47295 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41258 members 
Mstep: Class 7 contains 1346 members 
Mstep: Class 8 contains 43719 members 
Mstep: Class 9 contains 2769 members 
Mstep: Class 10 contains 44721 members 
Mstep: Class 11 contains 42758 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 49600 members 
Mstep: Class 14 contains 29837 members 
Mstep: Class 15 contains 43332 members 
Mstep: Class 16 contains 43934 members 
Mstep: Class 17 contains 43018 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 40807 members 
Mstep: Class 20 contains 46583 members 
Mstep: Class 21 contains 48551 members 
Entering Unmasked Estep 
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Iteration 140F: 22 clusters Score -1.111952e+08 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 947 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 47152 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41166 members 
Mstep: Class 7 contains 1346 members 
Mstep: Class 8 contains 43613 members 
Mstep: Class 9 contains 2768 members 
Mstep: Class 10 contains 44593 members 
Mstep: Class 11 contains 42633 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 49529 members 
Mstep: Class 14 contains 29771 members 
Mstep: Class 15 contains 43416 members 
Mstep: Class 16 contains 43711 members 
Mstep: Class 17 contains 42855 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 40770 members 
Mstep: Class 20 contains 46419 members 
Mstep: Class 21 contains 48348 members 
Entering Unmasked Estep 
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Iteration 141Q: 22 clusters Score -1.111959e+08 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 47534 members 
Mstep: Class 2 contains 947 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 47022 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41150 members 
Mstep: Class 7 contains 1346 members 
Mstep: Class 8 contains 43500 members 
Mstep: Class 9 contains 2765 members 
Mstep: Class 10 contains 44500 members 
Mstep: Class 11 contains 42528 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 49427 members 
Mstep: Class 14 contains 29717 members 
Mstep: Class 15 contains 43546 members 
Mstep: Class 16 contains 43494 members 
Mstep: Class 17 contains 42704 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 40698 members 
Mstep: Class 20 contains 46321 members 
Mstep: Class 21 contains 48063 members 
Entering Unmasked Estep 
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Iteration 142Q: 22 clusters Score -1.111963e+08 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48590 members 
Mstep: Class 2 contains 946 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 46910 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41153 members 
Mstep: Class 7 contains 1345 members 
Mstep: Class 8 contains 43516 members 
Mstep: Class 9 contains 2765 members 
Mstep: Class 10 contains 44397 members 
Mstep: Class 11 contains 42456 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 49292 members 
Mstep: Class 14 contains 29669 members 
Mstep: Class 15 contains 43726 members 
Mstep: Class 16 contains 43247 members 
Mstep: Class 17 contains 42597 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 40592 members 
Mstep: Class 20 contains 46279 members 
Mstep: Class 21 contains 47782 members 
Entering Unmasked Estep 
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Iteration 143Q: 22 clusters Score -1.111966e+08 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 49231 members 
Mstep: Class 2 contains 946 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 46854 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41181 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 43598 members 
Mstep: Class 9 contains 2764 members 
Mstep: Class 10 contains 44346 members 
Mstep: Class 11 contains 42412 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 49180 members 
Mstep: Class 14 contains 29641 members 
Mstep: Class 15 contains 43946 members 
Mstep: Class 16 contains 43002 members 
Mstep: Class 17 contains 42463 members 
Mstep: Class 18 contains 613 members 
Mstep: Class 19 contains 40521 members 
Mstep: Class 20 contains 46392 members 
Mstep: Class 21 contains 47436 members 
Entering Unmasked Estep 
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Iteration 144Q: 22 clusters Score -1.111966e+08 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 49630 members 
Mstep: Class 2 contains 945 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 46839 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41188 members 
Mstep: Class 7 contains 1346 members 
Mstep: Class 8 contains 43715 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 44398 members 
Mstep: Class 11 contains 42379 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 49134 members 
Mstep: Class 14 contains 29594 members 
Mstep: Class 15 contains 44150 members 
Mstep: Class 16 contains 42725 members 
Mstep: Class 17 contains 42386 members 
Mstep: Class 18 contains 613 members 
Mstep: Class 19 contains 40446 members 
Mstep: Class 20 contains 46538 members 
Mstep: Class 21 contains 47084 members 
Entering Unmasked Estep 
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Iteration 145Q: 22 clusters Score -1.11197e+08 nChanged 6485
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 49725 members 
Mstep: Class 2 contains 946 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 46834 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41276 members 
Mstep: Class 7 contains 1344 members 
Mstep: Class 8 contains 43931 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 44521 members 
Mstep: Class 11 contains 42361 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 49050 members 
Mstep: Class 14 contains 29571 members 
Mstep: Class 15 contains 44339 members 
Mstep: Class 16 contains 42407 members 
Mstep: Class 17 contains 42317 members 
Mstep: Class 18 contains 613 members 
Mstep: Class 19 contains 40403 members 
Mstep: Class 20 contains 46711 members 
Mstep: Class 21 contains 46761 members 
Entering Unmasked Estep 
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Iteration 146Q: 22 clusters Score -1.11197e+08 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 49624 members 
Mstep: Class 2 contains 945 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 46831 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41415 members 
Mstep: Class 7 contains 1344 members 
Mstep: Class 8 contains 44128 members 
Mstep: Class 9 contains 2764 members 
Mstep: Class 10 contains 44693 members 
Mstep: Class 11 contains 42362 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48955 members 
Mstep: Class 14 contains 29568 members 
Mstep: Class 15 contains 44492 members 
Mstep: Class 16 contains 42163 members 
Mstep: Class 17 contains 42313 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 40394 members 
Mstep: Class 20 contains 46757 members 
Mstep: Class 21 contains 46511 members 
Entering Unmasked Estep 
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Iteration 147Q: 22 clusters Score -1.111971e+08 nChanged 5841
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 49388 members 
Mstep: Class 2 contains 945 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 46804 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41536 members 
Mstep: Class 7 contains 1344 members 
Mstep: Class 8 contains 44337 members 
Mstep: Class 9 contains 2762 members 
Mstep: Class 10 contains 44959 members 
Mstep: Class 11 contains 42392 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48863 members 
Mstep: Class 14 contains 29567 members 
Mstep: Class 15 contains 44578 members 
Mstep: Class 16 contains 41955 members 
Mstep: Class 17 contains 42288 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 40408 members 
Mstep: Class 20 contains 46813 members 
Mstep: Class 21 contains 46320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111196808.000000 Penalty: 69443.789062
Iteration 148Q: 22 clusters Score -1.111968e+08 nChanged 5753
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 49119 members 
Mstep: Class 2 contains 945 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 46793 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41730 members 
Mstep: Class 7 contains 1342 members 
Mstep: Class 8 contains 44482 members 
Mstep: Class 9 contains 2761 members 
Mstep: Class 10 contains 45217 members 
Mstep: Class 11 contains 42447 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48827 members 
Mstep: Class 14 contains 29549 members 
Mstep: Class 15 contains 44577 members 
Mstep: Class 16 contains 41769 members 
Mstep: Class 17 contains 42257 members 
Mstep: Class 18 contains 613 members 
Mstep: Class 19 contains 40431 members 
Mstep: Class 20 contains 46794 members 
Mstep: Class 21 contains 46220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111196696.000000 Penalty: 69443.789062
Iteration 149Q: 22 clusters Score -1.111967e+08 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48798 members 
Mstep: Class 2 contains 945 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 46748 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 41923 members 
Mstep: Class 7 contains 1345 members 
Mstep: Class 8 contains 44618 members 
Mstep: Class 9 contains 2761 members 
Mstep: Class 10 contains 45453 members 
Mstep: Class 11 contains 42474 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48838 members 
Mstep: Class 14 contains 29544 members 
Mstep: Class 15 contains 44561 members 
Mstep: Class 16 contains 41680 members 
Mstep: Class 17 contains 42222 members 
Mstep: Class 18 contains 612 members 
Mstep: Class 19 contains 40473 members 
Mstep: Class 20 contains 46757 members 
Mstep: Class 21 contains 46121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111196312.000000 Penalty: 69443.789062
Iteration 150Q: 22 clusters Score -1.111963e+08 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 945 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 46662 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42087 members 
Mstep: Class 7 contains 1344 members 
Mstep: Class 8 contains 44763 members 
Mstep: Class 9 contains 2760 members 
Mstep: Class 10 contains 45659 members 
Mstep: Class 11 contains 42506 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48833 members 
Mstep: Class 14 contains 29556 members 
Mstep: Class 15 contains 44519 members 
Mstep: Class 16 contains 41702 members 
Mstep: Class 17 contains 42289 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 40489 members 
Mstep: Class 20 contains 46691 members 
Mstep: Class 21 contains 46029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111196400.000000 Penalty: 69443.789062
Iteration 151Q: 22 clusters Score -1.111964e+08 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 48142 members 
Mstep: Class 2 contains 945 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 46586 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42254 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 44887 members 
Mstep: Class 9 contains 2761 members 
Mstep: Class 10 contains 45818 members 
Mstep: Class 11 contains 42536 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48842 members 
Mstep: Class 14 contains 29549 members 
Mstep: Class 15 contains 44468 members 
Mstep: Class 16 contains 41777 members 
Mstep: Class 17 contains 42401 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 40499 members 
Mstep: Class 20 contains 46546 members 
Mstep: Class 21 contains 45908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111196232.000000 Penalty: 69443.789062
Iteration 152Q: 22 clusters Score -1.111962e+08 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 47850 members 
Mstep: Class 2 contains 945 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 46513 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42437 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 44995 members 
Mstep: Class 9 contains 2760 members 
Mstep: Class 10 contains 45916 members 
Mstep: Class 11 contains 42573 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48851 members 
Mstep: Class 14 contains 29553 members 
Mstep: Class 15 contains 44393 members 
Mstep: Class 16 contains 41861 members 
Mstep: Class 17 contains 42508 members 
Mstep: Class 18 contains 611 members 
Mstep: Class 19 contains 40536 members 
Mstep: Class 20 contains 46503 members 
Mstep: Class 21 contains 45725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111196680.000000 Penalty: 69443.789062
Iteration 153Q: 22 clusters Score -1.111967e+08 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 47592 members 
Mstep: Class 2 contains 945 members 
Mstep: Class 3 contains 769 members 
Mstep: Class 4 contains 46464 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42643 members 
Mstep: Class 7 contains 1344 members 
Mstep: Class 8 contains 45039 members 
Mstep: Class 9 contains 2760 members 
Mstep: Class 10 contains 46017 members 
Mstep: Class 11 contains 42591 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48864 members 
Mstep: Class 14 contains 29560 members 
Mstep: Class 15 contains 44299 members 
Mstep: Class 16 contains 41960 members 
Mstep: Class 17 contains 42650 members 
Mstep: Class 18 contains 610 members 
Mstep: Class 19 contains 40563 members 
Mstep: Class 20 contains 46408 members 
Mstep: Class 21 contains 45564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111196856.000000 Penalty: 69443.789062
Iteration 154Q: 22 clusters Score -1.111969e+08 nChanged 4426
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 945 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46424 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42782 members 
Mstep: Class 7 contains 1344 members 
Mstep: Class 8 contains 45091 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 46119 members 
Mstep: Class 11 contains 42614 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48874 members 
Mstep: Class 14 contains 29575 members 
Mstep: Class 15 contains 44246 members 
Mstep: Class 16 contains 42040 members 
Mstep: Class 17 contains 42754 members 
Mstep: Class 18 contains 613 members 
Mstep: Class 19 contains 40555 members 
Mstep: Class 20 contains 46251 members 
Mstep: Class 21 contains 45521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111196808.000000 Penalty: 69443.789062
Iteration 155Q: 22 clusters Score -1.111968e+08 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 47180 members 
Mstep: Class 2 contains 945 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46391 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42900 members 
Mstep: Class 7 contains 1345 members 
Mstep: Class 8 contains 45135 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 46186 members 
Mstep: Class 11 contains 42599 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48881 members 
Mstep: Class 14 contains 29591 members 
Mstep: Class 15 contains 44192 members 
Mstep: Class 16 contains 42112 members 
Mstep: Class 17 contains 42876 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 40587 members 
Mstep: Class 20 contains 46072 members 
Mstep: Class 21 contains 45512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111196520.000000 Penalty: 69443.789062
Iteration 156Q: 22 clusters Score -1.111965e+08 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 945 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46384 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42990 members 
Mstep: Class 7 contains 1345 members 
Mstep: Class 8 contains 45236 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 46180 members 
Mstep: Class 11 contains 42587 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48885 members 
Mstep: Class 14 contains 29586 members 
Mstep: Class 15 contains 44133 members 
Mstep: Class 16 contains 42133 members 
Mstep: Class 17 contains 43013 members 
Mstep: Class 18 contains 615 members 
Mstep: Class 19 contains 40605 members 
Mstep: Class 20 contains 45958 members 
Mstep: Class 21 contains 45548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111196360.000000 Penalty: 69443.789062
Iteration 157Q: 22 clusters Score -1.111964e+08 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46792 members 
Mstep: Class 2 contains 945 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46382 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 43099 members 
Mstep: Class 7 contains 1346 members 
Mstep: Class 8 contains 45301 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 46152 members 
Mstep: Class 11 contains 42585 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48871 members 
Mstep: Class 14 contains 29596 members 
Mstep: Class 15 contains 44107 members 
Mstep: Class 16 contains 42154 members 
Mstep: Class 17 contains 43137 members 
Mstep: Class 18 contains 615 members 
Mstep: Class 19 contains 40636 members 
Mstep: Class 20 contains 45908 members 
Mstep: Class 21 contains 45492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111196672.000000 Penalty: 69443.789062
Iteration 158Q: 22 clusters Score -1.111967e+08 nChanged 3468
Entering ConstructFrom: 
Score: -111196672.000000 Penalty: 69443.789062
Entering ConstructFrom: 
Trying to split cluster 1 (46772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46772 members 
Entering Unmasked Estep 
Score: -8555584.000000 Penalty: 2666.753906
	Iteration 0F: 2 clusters Score -8555584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -8525220.000000 Penalty: 5333.507812
	Iteration 0F: 3 clusters Score -8525220 nChanged 21704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -8537192.000000 Penalty: 5333.507812
	Iteration 1F: 3 clusters Score -8537192 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -8537676.000000 Penalty: 5333.507812
	Iteration 2Q: 3 clusters Score -8537676 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -8538119.000000 Penalty: 5333.507812
	Iteration 3Q: 3 clusters Score -8538119 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -8538569.000000 Penalty: 5333.507812
	Iteration 4Q: 3 clusters Score -8538569 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -8538961.000000 Penalty: 5333.507812
	Iteration 5Q: 3 clusters Score -8538961 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -8539423.000000 Penalty: 5333.507812
	Iteration 6Q: 3 clusters Score -8539423 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -8539975.000000 Penalty: 5333.507812
	Iteration 7Q: 3 clusters Score -8539975 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -8540736.000000 Penalty: 5333.507812
	Iteration 8Q: 3 clusters Score -8540736 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -8541678.000000 Penalty: 5333.507812
	Iteration 9Q: 3 clusters Score -8541678 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -8542958.000000 Penalty: 5333.507812
	Iteration 10Q: 3 clusters Score -8542958 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -8544498.000000 Penalty: 5333.507812
	Iteration 11F: 3 clusters Score -8544498 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -8546210.000000 Penalty: 5333.507812
	Iteration 12F: 3 clusters Score -8546210 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -8547601.000000 Penalty: 5333.507812
	Iteration 13F: 3 clusters Score -8547601 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -8548407.000000 Penalty: 5333.507812
	Iteration 14Q: 3 clusters Score -8548407 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -8548837.000000 Penalty: 5333.507812
	Iteration 15Q: 3 clusters Score -8548837 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -8549056.000000 Penalty: 5333.507812
	Iteration 16Q: 3 clusters Score -8549056 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -8549227.000000 Penalty: 5333.507812
	Iteration 17Q: 3 clusters Score -8549227 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
Score: -8549323.000000 Penalty: 5333.507812
	Iteration 18Q: 3 clusters Score -8549323 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -8549506.000000 Penalty: 5333.507812
	Iteration 19Q: 3 clusters Score -8549506 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -8549624.000000 Penalty: 5333.507812
	Iteration 20F: 3 clusters Score -8549624 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -8549758.000000 Penalty: 5333.507812
	Iteration 21Q: 3 clusters Score -8549758 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 24533 members 
Entering Unmasked Estep 
Score: -8549812.000000 Penalty: 5333.507812
	Iteration 22Q: 3 clusters Score -8549812 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -8549887.000000 Penalty: 5333.507812
	Iteration 23Q: 3 clusters Score -8549887 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -8549945.000000 Penalty: 5333.507812
	Iteration 24Q: 3 clusters Score -8549945 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -8550014.000000 Penalty: 5333.507812
	Iteration 25Q: 3 clusters Score -8550014 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -8550041.000000 Penalty: 5333.507812
	Iteration 26Q: 3 clusters Score -8550041 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -8550079.000000 Penalty: 5333.507812
	Iteration 27Q: 3 clusters Score -8550079 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -8550133.000000 Penalty: 5333.507812
	Iteration 28Q: 3 clusters Score -8550133 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -8550167.000000 Penalty: 5333.507812
	Iteration 29Q: 3 clusters Score -8550167 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -8550202.000000 Penalty: 5333.507812
	Iteration 30Q: 3 clusters Score -8550202 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -8550221.000000 Penalty: 5333.507812
	Iteration 31Q: 3 clusters Score -8550221 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -8550250.000000 Penalty: 5333.507812
	Iteration 32Q: 3 clusters Score -8550250 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -8550276.000000 Penalty: 5333.507812
	Iteration 33Q: 3 clusters Score -8550276 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -8550284.000000 Penalty: 5333.507812
	Iteration 34Q: 3 clusters Score -8550284 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -8550314.000000 Penalty: 5333.507812
	Iteration 35Q: 3 clusters Score -8550314 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -8550294.000000 Penalty: 5333.507812
	Iteration 36Q: 3 clusters Score -8550294 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -8550339.000000 Penalty: 5333.507812
	Iteration 37Q: 3 clusters Score -8550339 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -8550384.000000 Penalty: 5333.507812
	Iteration 38Q: 3 clusters Score -8550384 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -8550430.000000 Penalty: 5333.507812
	Iteration 39Q: 3 clusters Score -8550430 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -8550460.000000 Penalty: 5333.507812
	Iteration 40F: 3 clusters Score -8550460 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -8550467.000000 Penalty: 5333.507812
	Iteration 41Q: 3 clusters Score -8550467 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -8550511.000000 Penalty: 5333.507812
	Iteration 42Q: 3 clusters Score -8550511 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -8550516.000000 Penalty: 5333.507812
	Iteration 43Q: 3 clusters Score -8550516 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -8550531.000000 Penalty: 5333.507812
	Iteration 44Q: 3 clusters Score -8550531 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -8550555.000000 Penalty: 5333.507812
	Iteration 45Q: 3 clusters Score -8550555 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -8550604.000000 Penalty: 5333.507812
	Iteration 46Q: 3 clusters Score -8550604 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -8550626.000000 Penalty: 5333.507812
	Iteration 47Q: 3 clusters Score -8550626 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -8550669.000000 Penalty: 5333.507812
	Iteration 48Q: 3 clusters Score -8550669 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -8550684.000000 Penalty: 5333.507812
	Iteration 49Q: 3 clusters Score -8550684 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -8550687.000000 Penalty: 5333.507812
	Iteration 50Q: 3 clusters Score -8550687 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -8550743.000000 Penalty: 5333.507812
	Iteration 51Q: 3 clusters Score -8550743 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -8550756.000000 Penalty: 5333.507812
	Iteration 52Q: 3 clusters Score -8550756 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -8550811.000000 Penalty: 5333.507812
	Iteration 53Q: 3 clusters Score -8550811 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -8550843.000000 Penalty: 5333.507812
	Iteration 54Q: 3 clusters Score -8550843 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8550914 nChanged 237
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8550975 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -8551036.000000 Penalty: 5333.507812
	Iteration 58Q: 3 clusters Score -8551036 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8551083 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8551101 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8551157 nChanged 329
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8551231 nChanged 361
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8551285 nChanged 420
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Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8551444 nChanged 384
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8551511 nChanged 428
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32795 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8551629 nChanged 408
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Mstep: Class 1 contains 33203 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -8551708.000000 Penalty: 5333.507812
	Iteration 68Q: 3 clusters Score -8551708 nChanged 405
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Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8551789 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8551929 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -8552027.000000 Penalty: 5333.507812
	Iteration 71Q: 3 clusters Score -8552027 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -8552116.000000 Penalty: 5333.507812
	Iteration 72Q: 3 clusters Score -8552116 nChanged 423
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Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -8552191.000000 Penalty: 5333.507812
	Iteration 73Q: 3 clusters Score -8552191 nChanged 507
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -8552312.000000 Penalty: 5333.507812
	Iteration 74Q: 3 clusters Score -8552312 nChanged 526
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36388 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8552378 nChanged 550
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8552539 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8552671 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38008 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8552779 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8552871 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -8552954.000000 Penalty: 5333.507812
	Iteration 80F: 3 clusters Score -8552954 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -8553021.000000 Penalty: 5333.507812
	Iteration 81Q: 3 clusters Score -8553021 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8553068 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -8553161.000000 Penalty: 5333.507812
	Iteration 83Q: 3 clusters Score -8553161 nChanged 370
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -8553246.000000 Penalty: 5333.507812
	Iteration 84Q: 3 clusters Score -8553246 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40955 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -8553304.000000 Penalty: 5333.507812
	Iteration 85Q: 3 clusters Score -8553304 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41237 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -8553326.000000 Penalty: 5333.507812
	Iteration 86Q: 3 clusters Score -8553326 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41482 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -8553355.000000 Penalty: 5333.507812
	Iteration 87Q: 3 clusters Score -8553355 nChanged 269
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8553394 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8553430 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8553454 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -8553504.000000 Penalty: 5333.507812
	Iteration 91Q: 3 clusters Score -8553504 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -8553529.000000 Penalty: 5333.507812
	Iteration 92Q: 3 clusters Score -8553529 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -8553547.000000 Penalty: 5333.507812
	Iteration 93Q: 3 clusters Score -8553547 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43009 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -8553563.000000 Penalty: 5333.507812
	Iteration 94Q: 3 clusters Score -8553563 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43191 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -8553600.000000 Penalty: 5333.507812
	Iteration 95Q: 3 clusters Score -8553600 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43350 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -8553619.000000 Penalty: 5333.507812
	Iteration 96Q: 3 clusters Score -8553619 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43508 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -8553608.000000 Penalty: 5333.507812
	Iteration 97Q: 3 clusters Score -8553608 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -8553613.000000 Penalty: 5333.507812
	Iteration 98Q: 3 clusters Score -8553613 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43783 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8553594 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43898 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -8553583.000000 Penalty: 5333.507812
	Iteration 100F: 3 clusters Score -8553583 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -8553591.000000 Penalty: 5333.507812
	Iteration 101Q: 3 clusters Score -8553591 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -8553577.000000 Penalty: 5333.507812
	Iteration 102Q: 3 clusters Score -8553577 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -8553603.000000 Penalty: 5333.507812
	Iteration 103Q: 3 clusters Score -8553603 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -8553581.000000 Penalty: 5333.507812
	Iteration 104Q: 3 clusters Score -8553581 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44366 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -8553588.000000 Penalty: 5333.507812
	Iteration 105Q: 3 clusters Score -8553588 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44452 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -8553598.000000 Penalty: 5333.507812
	Iteration 106Q: 3 clusters Score -8553598 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -8553579.000000 Penalty: 5333.507812
	Iteration 107Q: 3 clusters Score -8553579 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44581 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -8553582.000000 Penalty: 5333.507812
	Iteration 108Q: 3 clusters Score -8553582 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44658 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8553582 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -8553601.000000 Penalty: 5333.507812
	Iteration 110Q: 3 clusters Score -8553601 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8553594 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -8553611.000000 Penalty: 5333.507812
	Iteration 112Q: 3 clusters Score -8553611 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -8553592.000000 Penalty: 5333.507812
	Iteration 113Q: 3 clusters Score -8553592 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44933 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8553583 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -8553578.000000 Penalty: 5333.507812
	Iteration 115Q: 3 clusters Score -8553578 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44996 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8553588 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8553594 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45047 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -8553590.000000 Penalty: 5333.507812
	Iteration 118Q: 3 clusters Score -8553590 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8553583 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45098 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8553592 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8553589 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45161 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -8553587.000000 Penalty: 5333.507812
	Iteration 122Q: 3 clusters Score -8553587 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8553586 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8553583 nChanged 20
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Mstep: Class 1 contains 45234 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8553581 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45249 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -8553579.000000 Penalty: 5333.507812
	Iteration 126Q: 3 clusters Score -8553579 nChanged 13
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Mstep: Class 1 contains 45262 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8553589 nChanged 13
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Mstep: Class 1 contains 45275 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -8553575.000000 Penalty: 5333.507812
	Iteration 128Q: 3 clusters Score -8553575 nChanged 13
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Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8553589 nChanged 14
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Mstep: Class 1 contains 45300 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8553585 nChanged 13
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Mstep: Class 1 contains 45313 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -8553580.000000 Penalty: 5333.507812
	Iteration 131Q: 3 clusters Score -8553580 nChanged 10
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Mstep: Class 1 contains 45323 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8553581 nChanged 6
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8553575 nChanged 8
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8553579 nChanged 5
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Mstep: Class 1 contains 45342 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8553578 nChanged 3
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Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8553579 nChanged 3
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8553579 nChanged 5
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Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8553586 nChanged 6
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8553582 nChanged 8
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Mstep: Class 1 contains 45367 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8553588 nChanged 11
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Mstep: Class 1 contains 45378 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8553585 nChanged 8
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Mstep: Class 1 contains 45386 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8553587 nChanged 12
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Mstep: Class 1 contains 45398 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8553577 nChanged 14
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Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8553593 nChanged 12
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8553599 nChanged 8
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	Iteration 146Q: 3 clusters Score -8553592 nChanged 9
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Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8553588 nChanged 13
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -8553586 nChanged 12
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Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -8553591.000000 Penalty: 5333.507812
	Iteration 149Q: 3 clusters Score -8553591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45474 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -8553584.000000 Penalty: 5333.507812
	Iteration 150Q: 3 clusters Score -8553584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -8553583.000000 Penalty: 5333.507812
	Iteration 151Q: 3 clusters Score -8553583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -8553591.000000 Penalty: 5333.507812
	Iteration 152Q: 3 clusters Score -8553591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -8553587.000000 Penalty: 5333.507812
	Iteration 153Q: 3 clusters Score -8553587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45485 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -8553586.000000 Penalty: 5333.507812
	Iteration 154Q: 3 clusters Score -8553586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -8553589.000000 Penalty: 5333.507812
	Iteration 155Q: 3 clusters Score -8553589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -8553589.000000 Penalty: 5333.507812
	Iteration 156F: 3 clusters Score -8553589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -143369.265625 Penalty: 1699.093872
	Iteration 0F: 2 clusters Score -143369.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -141555.500000 Penalty: 3398.187744
	Iteration 0F: 3 clusters Score -141555.5 nChanged 251
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: -142115.718750 Penalty: 3398.187744
	Iteration 1F: 3 clusters Score -142115.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -142458.531250 Penalty: 3398.187744
	Iteration 2F: 3 clusters Score -142458.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -142750.796875 Penalty: 3398.187744
	Iteration 3F: 3 clusters Score -142750.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -143022.328125 Penalty: 3398.187744
	Iteration 4F: 3 clusters Score -143022.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -143284.515625 Penalty: 3398.187744
	Iteration 5F: 3 clusters Score -143284.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -143550.765625 Penalty: 3398.187744
	Iteration 6F: 3 clusters Score -143550.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -143741.046875 Penalty: 3398.187744
	Iteration 7Q: 3 clusters Score -143741 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -143851.906250 Penalty: 3398.187744
	Iteration 8Q: 3 clusters Score -143851.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -143892.281250 Penalty: 3398.187744
	Iteration 9Q: 3 clusters Score -143892.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -143921.078125 Penalty: 3398.187744
	Iteration 10Q: 3 clusters Score -143921.1 nChanged 3
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: -143927.781250 Penalty: 3398.187744
	Iteration 11Q: 3 clusters Score -143927.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -143928.343750 Penalty: 3398.187744
	Iteration 12Q: 3 clusters Score -143928.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -143928.343750 Penalty: 3398.187744
	Iteration 13F: 3 clusters Score -143928.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46772 members 
Mstep: Class 2 contains 524 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46380 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 43152 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 45339 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 46140 members 
Mstep: Class 11 contains 42577 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48864 members 
Mstep: Class 14 contains 29596 members 
Mstep: Class 15 contains 44073 members 
Mstep: Class 16 contains 42160 members 
Mstep: Class 17 contains 43210 members 
Mstep: Class 18 contains 615 members 
Mstep: Class 19 contains 40687 members 
Mstep: Class 20 contains 45805 members 
Mstep: Class 21 contains 45454 members 
Mstep: Class 22 contains 421 members 
Entering Unmasked Estep 
Score: -111195896.000000 Penalty: 72750.632812
Splitting cluster 2 changes total score from -111196672.000000 to -111195896.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Entering Unmasked Estep 
Score: -105962.210938 Penalty: 1647.659912
	Iteration 0F: 2 clusters Score -105962.2 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 383 members 
Entering Unmasked Estep 
Score: -104356.375000 Penalty: 3295.319824
	Iteration 0F: 3 clusters Score -104356.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -104887.765625 Penalty: 3295.319824
	Iteration 1F: 3 clusters Score -104887.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -105123.078125 Penalty: 3295.319824
	Iteration 2F: 3 clusters Score -105123.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -105242.781250 Penalty: 3295.319824
	Iteration 3F: 3 clusters Score -105242.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -105324.132812 Penalty: 3295.319824
	Iteration 4Q: 3 clusters Score -105324.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -105385.921875 Penalty: 3295.319824
	Iteration 5Q: 3 clusters Score -105385.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -105451.148438 Penalty: 3295.319824
	Iteration 6Q: 3 clusters Score -105451.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -105483.554688 Penalty: 3295.319824
	Iteration 7Q: 3 clusters Score -105483.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -105528.820312 Penalty: 3295.319824
	Iteration 8Q: 3 clusters Score -105528.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -105552.773438 Penalty: 3295.319824
	Iteration 9Q: 3 clusters Score -105552.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -105569.960938 Penalty: 3295.319824
	Iteration 10Q: 3 clusters Score -105570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -105597.179688 Penalty: 3295.319824
	Iteration 11Q: 3 clusters Score -105597.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -105635.054688 Penalty: 3295.319824
	Iteration 12Q: 3 clusters Score -105635.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -105660.609375 Penalty: 3295.319824
	Iteration 13Q: 3 clusters Score -105660.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -105671.257812 Penalty: 3295.319824
	Iteration 14Q: 3 clusters Score -105671.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -105675.750000 Penalty: 3295.319824
	Iteration 15Q: 3 clusters Score -105675.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -105675.750000 Penalty: 3295.319824
	Iteration 16F: 3 clusters Score -105675.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46380 members 
Entering Unmasked Estep 
Score: -8409248.000000 Penalty: 2664.666504
	Iteration 0F: 2 clusters Score -8409248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -8378960.500000 Penalty: 5329.333008
	Iteration 0F: 3 clusters Score -8378960 nChanged 21229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -8390634.000000 Penalty: 5329.333008
	Iteration 1F: 3 clusters Score -8390634 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -8391246.000000 Penalty: 5329.333008
	Iteration 2Q: 3 clusters Score -8391246 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -8392091.000000 Penalty: 5329.333008
	Iteration 3Q: 3 clusters Score -8392091 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -8393313.000000 Penalty: 5329.333008
	Iteration 4Q: 3 clusters Score -8393313 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -8394900.000000 Penalty: 5329.333008
	Iteration 5F: 3 clusters Score -8394900 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -8397080.000000 Penalty: 5329.333008
	Iteration 6F: 3 clusters Score -8397080 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -8399738.000000 Penalty: 5329.333008
	Iteration 7F: 3 clusters Score -8399738 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27729 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -8402508.000000 Penalty: 5329.333008
	Iteration 8F: 3 clusters Score -8402508 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28671 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -8404357.000000 Penalty: 5329.333008
	Iteration 9F: 3 clusters Score -8404357 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29365 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -8405190.000000 Penalty: 5329.333008
	Iteration 10Q: 3 clusters Score -8405190 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -8405609.000000 Penalty: 5329.333008
	Iteration 11Q: 3 clusters Score -8405609 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -8405904.000000 Penalty: 5329.333008
	Iteration 12Q: 3 clusters Score -8405904 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -8406173.000000 Penalty: 5329.333008
	Iteration 13Q: 3 clusters Score -8406173 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -8406318.000000 Penalty: 5329.333008
	Iteration 14Q: 3 clusters Score -8406318 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -8406411.000000 Penalty: 5329.333008
	Iteration 15Q: 3 clusters Score -8406411 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -8406477.000000 Penalty: 5329.333008
	Iteration 16Q: 3 clusters Score -8406477 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -8406580.000000 Penalty: 5329.333008
	Iteration 17Q: 3 clusters Score -8406580 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31859 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -8406648.000000 Penalty: 5329.333008
	Iteration 18Q: 3 clusters Score -8406648 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -8406708.000000 Penalty: 5329.333008
	Iteration 19Q: 3 clusters Score -8406708 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32204 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -8406760.000000 Penalty: 5329.333008
	Iteration 20F: 3 clusters Score -8406760 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32367 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -8406785.000000 Penalty: 5329.333008
	Iteration 21Q: 3 clusters Score -8406785 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -8406848.000000 Penalty: 5329.333008
	Iteration 22Q: 3 clusters Score -8406848 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -8406883.000000 Penalty: 5329.333008
	Iteration 23Q: 3 clusters Score -8406883 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -8406960.000000 Penalty: 5329.333008
	Iteration 24Q: 3 clusters Score -8406960 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -8406986.000000 Penalty: 5329.333008
	Iteration 25Q: 3 clusters Score -8406986 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -8407016.000000 Penalty: 5329.333008
	Iteration 26Q: 3 clusters Score -8407016 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -8407039.000000 Penalty: 5329.333008
	Iteration 27Q: 3 clusters Score -8407039 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -8407072.000000 Penalty: 5329.333008
	Iteration 28Q: 3 clusters Score -8407072 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -8407138.000000 Penalty: 5329.333008
	Iteration 29Q: 3 clusters Score -8407138 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33701 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -8407175.000000 Penalty: 5329.333008
	Iteration 30Q: 3 clusters Score -8407175 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -8407226.000000 Penalty: 5329.333008
	Iteration 31Q: 3 clusters Score -8407226 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -8407253.000000 Penalty: 5329.333008
	Iteration 32Q: 3 clusters Score -8407253 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -8407295.000000 Penalty: 5329.333008
	Iteration 33Q: 3 clusters Score -8407295 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -8407316.000000 Penalty: 5329.333008
	Iteration 34Q: 3 clusters Score -8407316 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -8407348.000000 Penalty: 5329.333008
	Iteration 35Q: 3 clusters Score -8407348 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -8407382.000000 Penalty: 5329.333008
	Iteration 36Q: 3 clusters Score -8407382 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -8407400.000000 Penalty: 5329.333008
	Iteration 37Q: 3 clusters Score -8407400 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -8407424.000000 Penalty: 5329.333008
	Iteration 38Q: 3 clusters Score -8407424 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -8407436.000000 Penalty: 5329.333008
	Iteration 39Q: 3 clusters Score -8407436 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -8407454.000000 Penalty: 5329.333008
	Iteration 40F: 3 clusters Score -8407454 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -8407458.000000 Penalty: 5329.333008
	Iteration 41Q: 3 clusters Score -8407458 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -8407478.000000 Penalty: 5329.333008
	Iteration 42Q: 3 clusters Score -8407478 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -8407482.000000 Penalty: 5329.333008
	Iteration 43Q: 3 clusters Score -8407482 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -8407506.000000 Penalty: 5329.333008
	Iteration 44Q: 3 clusters Score -8407506 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -8407531.000000 Penalty: 5329.333008
	Iteration 45Q: 3 clusters Score -8407531 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -8407531.000000 Penalty: 5329.333008
	Iteration 46Q: 3 clusters Score -8407531 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35110 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -8407555.000000 Penalty: 5329.333008
	Iteration 47Q: 3 clusters Score -8407555 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -8407549.000000 Penalty: 5329.333008
	Iteration 48Q: 3 clusters Score -8407549 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -8407557.000000 Penalty: 5329.333008
	Iteration 49Q: 3 clusters Score -8407557 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -8407552.000000 Penalty: 5329.333008
	Iteration 50Q: 3 clusters Score -8407552 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -8407560.000000 Penalty: 5329.333008
	Iteration 51Q: 3 clusters Score -8407560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -8407579.000000 Penalty: 5329.333008
	Iteration 52Q: 3 clusters Score -8407579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -8407595.000000 Penalty: 5329.333008
	Iteration 53Q: 3 clusters Score -8407595 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -8407592.000000 Penalty: 5329.333008
	Iteration 54Q: 3 clusters Score -8407592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -8407605.000000 Penalty: 5329.333008
	Iteration 55Q: 3 clusters Score -8407605 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -8407602.000000 Penalty: 5329.333008
	Iteration 56Q: 3 clusters Score -8407602 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -8407597.000000 Penalty: 5329.333008
	Iteration 57Q: 3 clusters Score -8407597 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -8407592.000000 Penalty: 5329.333008
	Iteration 58Q: 3 clusters Score -8407592 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -8407606.000000 Penalty: 5329.333008
	Iteration 59Q: 3 clusters Score -8407606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -8407603.000000 Penalty: 5329.333008
	Iteration 60F: 3 clusters Score -8407603 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -8407612.000000 Penalty: 5329.333008
	Iteration 61Q: 3 clusters Score -8407612 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -8407617.000000 Penalty: 5329.333008
	Iteration 62Q: 3 clusters Score -8407617 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -8407630.000000 Penalty: 5329.333008
	Iteration 63Q: 3 clusters Score -8407630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -8407636.000000 Penalty: 5329.333008
	Iteration 64Q: 3 clusters Score -8407636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -8407640.000000 Penalty: 5329.333008
	Iteration 65Q: 3 clusters Score -8407640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -8407636.000000 Penalty: 5329.333008
	Iteration 66Q: 3 clusters Score -8407636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -8407629.000000 Penalty: 5329.333008
	Iteration 67Q: 3 clusters Score -8407629 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -8407634.000000 Penalty: 5329.333008
	Iteration 68Q: 3 clusters Score -8407634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -8407631.000000 Penalty: 5329.333008
	Iteration 69Q: 3 clusters Score -8407631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -8407624.000000 Penalty: 5329.333008
	Iteration 70Q: 3 clusters Score -8407624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -8407621.000000 Penalty: 5329.333008
	Iteration 71Q: 3 clusters Score -8407621 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -8407634.000000 Penalty: 5329.333008
	Iteration 72Q: 3 clusters Score -8407634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -8407647.000000 Penalty: 5329.333008
	Iteration 73Q: 3 clusters Score -8407647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -8407645.000000 Penalty: 5329.333008
	Iteration 74Q: 3 clusters Score -8407645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -8407663.000000 Penalty: 5329.333008
	Iteration 75Q: 3 clusters Score -8407663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -8407677.000000 Penalty: 5329.333008
	Iteration 76Q: 3 clusters Score -8407677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -8407682.000000 Penalty: 5329.333008
	Iteration 77Q: 3 clusters Score -8407682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -8407685.000000 Penalty: 5329.333008
	Iteration 78Q: 3 clusters Score -8407685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -8407679.000000 Penalty: 5329.333008
	Iteration 79Q: 3 clusters Score -8407679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -8407685.000000 Penalty: 5329.333008
	Iteration 80F: 3 clusters Score -8407685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -8407684.000000 Penalty: 5329.333008
	Iteration 81Q: 3 clusters Score -8407684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -8407678.000000 Penalty: 5329.333008
	Iteration 82Q: 3 clusters Score -8407678 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -8407683.000000 Penalty: 5329.333008
	Iteration 83Q: 3 clusters Score -8407683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -8407691.000000 Penalty: 5329.333008
	Iteration 84Q: 3 clusters Score -8407691 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35835 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -8407692.000000 Penalty: 5329.333008
	Iteration 85Q: 3 clusters Score -8407692 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -8407700.000000 Penalty: 5329.333008
	Iteration 86Q: 3 clusters Score -8407700 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -8407711.000000 Penalty: 5329.333008
	Iteration 87Q: 3 clusters Score -8407711 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -8407715.000000 Penalty: 5329.333008
	Iteration 88Q: 3 clusters Score -8407715 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -8407722.000000 Penalty: 5329.333008
	Iteration 89Q: 3 clusters Score -8407722 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -8407744.000000 Penalty: 5329.333008
	Iteration 90Q: 3 clusters Score -8407744 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -8407728.000000 Penalty: 5329.333008
	Iteration 91Q: 3 clusters Score -8407728 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -8407731.000000 Penalty: 5329.333008
	Iteration 92Q: 3 clusters Score -8407731 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -8407730.000000 Penalty: 5329.333008
	Iteration 93Q: 3 clusters Score -8407730 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -8407733.000000 Penalty: 5329.333008
	Iteration 94Q: 3 clusters Score -8407733 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36143 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -8407746.000000 Penalty: 5329.333008
	Iteration 95Q: 3 clusters Score -8407746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -8407752.000000 Penalty: 5329.333008
	Iteration 96Q: 3 clusters Score -8407752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36180 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -8407746.000000 Penalty: 5329.333008
	Iteration 97Q: 3 clusters Score -8407746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -8407753.000000 Penalty: 5329.333008
	Iteration 98Q: 3 clusters Score -8407753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -8407758.000000 Penalty: 5329.333008
	Iteration 99Q: 3 clusters Score -8407758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -8407755.000000 Penalty: 5329.333008
	Iteration 100F: 3 clusters Score -8407755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -8407750.000000 Penalty: 5329.333008
	Iteration 101Q: 3 clusters Score -8407750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -8407767.000000 Penalty: 5329.333008
	Iteration 102Q: 3 clusters Score -8407767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -8407774.000000 Penalty: 5329.333008
	Iteration 103Q: 3 clusters Score -8407774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -8407769.000000 Penalty: 5329.333008
	Iteration 104Q: 3 clusters Score -8407769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -8407780.000000 Penalty: 5329.333008
	Iteration 105Q: 3 clusters Score -8407780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -8407789.000000 Penalty: 5329.333008
	Iteration 106Q: 3 clusters Score -8407789 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -8407797.000000 Penalty: 5329.333008
	Iteration 107Q: 3 clusters Score -8407797 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36358 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -8407798.000000 Penalty: 5329.333008
	Iteration 108Q: 3 clusters Score -8407798 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -8407801.000000 Penalty: 5329.333008
	Iteration 109Q: 3 clusters Score -8407801 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -8407810.000000 Penalty: 5329.333008
	Iteration 110Q: 3 clusters Score -8407810 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -8407815.000000 Penalty: 5329.333008
	Iteration 111Q: 3 clusters Score -8407815 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -8407840.000000 Penalty: 5329.333008
	Iteration 112Q: 3 clusters Score -8407840 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -8407842.000000 Penalty: 5329.333008
	Iteration 113Q: 3 clusters Score -8407842 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -8407849.000000 Penalty: 5329.333008
	Iteration 114Q: 3 clusters Score -8407849 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -8407856.000000 Penalty: 5329.333008
	Iteration 115Q: 3 clusters Score -8407856 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -8407867.000000 Penalty: 5329.333008
	Iteration 116Q: 3 clusters Score -8407867 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -8407871.000000 Penalty: 5329.333008
	Iteration 117Q: 3 clusters Score -8407871 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -8407880.000000 Penalty: 5329.333008
	Iteration 118Q: 3 clusters Score -8407880 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -8407882.000000 Penalty: 5329.333008
	Iteration 119Q: 3 clusters Score -8407882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -8407885.000000 Penalty: 5329.333008
	Iteration 120F: 3 clusters Score -8407885 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -8407882.000000 Penalty: 5329.333008
	Iteration 121Q: 3 clusters Score -8407882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -8407890.000000 Penalty: 5329.333008
	Iteration 122Q: 3 clusters Score -8407890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -8407898.000000 Penalty: 5329.333008
	Iteration 123Q: 3 clusters Score -8407898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -8407894.000000 Penalty: 5329.333008
	Iteration 124Q: 3 clusters Score -8407894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -8407895.000000 Penalty: 5329.333008
	Iteration 125Q: 3 clusters Score -8407895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -8407902.000000 Penalty: 5329.333008
	Iteration 126Q: 3 clusters Score -8407902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -8407906.000000 Penalty: 5329.333008
	Iteration 127Q: 3 clusters Score -8407906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36924 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -8407906.000000 Penalty: 5329.333008
	Iteration 128Q: 3 clusters Score -8407906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -8407913.000000 Penalty: 5329.333008
	Iteration 129Q: 3 clusters Score -8407913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -8407909.000000 Penalty: 5329.333008
	Iteration 130Q: 3 clusters Score -8407909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36949 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -8407908.000000 Penalty: 5329.333008
	Iteration 131Q: 3 clusters Score -8407908 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -8407899.000000 Penalty: 5329.333008
	Iteration 132Q: 3 clusters Score -8407899 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -8407907.000000 Penalty: 5329.333008
	Iteration 133Q: 3 clusters Score -8407907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -8407911.000000 Penalty: 5329.333008
	Iteration 134Q: 3 clusters Score -8407911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -8407912.000000 Penalty: 5329.333008
	Iteration 135Q: 3 clusters Score -8407912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -8407909.000000 Penalty: 5329.333008
	Iteration 136Q: 3 clusters Score -8407909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -8407923.000000 Penalty: 5329.333008
	Iteration 137Q: 3 clusters Score -8407923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -8407922.000000 Penalty: 5329.333008
	Iteration 138Q: 3 clusters Score -8407922 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -8407938.000000 Penalty: 5329.333008
	Iteration 139Q: 3 clusters Score -8407938 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -8407934.000000 Penalty: 5329.333008
	Iteration 140F: 3 clusters Score -8407934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -8407948.000000 Penalty: 5329.333008
	Iteration 141Q: 3 clusters Score -8407948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -8407948.000000 Penalty: 5329.333008
	Iteration 142Q: 3 clusters Score -8407948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -8407943.000000 Penalty: 5329.333008
	Iteration 143Q: 3 clusters Score -8407943 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -8407959.000000 Penalty: 5329.333008
	Iteration 144Q: 3 clusters Score -8407959 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -8407964.000000 Penalty: 5329.333008
	Iteration 145Q: 3 clusters Score -8407964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -8407964.000000 Penalty: 5329.333008
	Iteration 146Q: 3 clusters Score -8407964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -8407962.000000 Penalty: 5329.333008
	Iteration 147Q: 3 clusters Score -8407962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -8407975.000000 Penalty: 5329.333008
	Iteration 148Q: 3 clusters Score -8407975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -8407975.000000 Penalty: 5329.333008
	Iteration 149Q: 3 clusters Score -8407975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -8407963.000000 Penalty: 5329.333008
	Iteration 150Q: 3 clusters Score -8407963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37256 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -8407964.000000 Penalty: 5329.333008
	Iteration 151Q: 3 clusters Score -8407964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37269 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -8407974.000000 Penalty: 5329.333008
	Iteration 152Q: 3 clusters Score -8407974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -8407976.000000 Penalty: 5329.333008
	Iteration 153Q: 3 clusters Score -8407976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -8407971.000000 Penalty: 5329.333008
	Iteration 154Q: 3 clusters Score -8407971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -8407974.000000 Penalty: 5329.333008
	Iteration 155Q: 3 clusters Score -8407974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -8407964.000000 Penalty: 5329.333008
	Iteration 156Q: 3 clusters Score -8407964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -8407962.000000 Penalty: 5329.333008
	Iteration 157Q: 3 clusters Score -8407962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37321 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -8407964.000000 Penalty: 5329.333008
	Iteration 158Q: 3 clusters Score -8407964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -8407971.000000 Penalty: 5329.333008
	Iteration 159Q: 3 clusters Score -8407971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -8407964.000000 Penalty: 5329.333008
	Iteration 160F: 3 clusters Score -8407964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37339 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -8407964.000000 Penalty: 5329.333008
	Iteration 161Q: 3 clusters Score -8407964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -8407973.000000 Penalty: 5329.333008
	Iteration 162Q: 3 clusters Score -8407973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37352 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -8407981.000000 Penalty: 5329.333008
	Iteration 163Q: 3 clusters Score -8407981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -8407980.000000 Penalty: 5329.333008
	Iteration 164Q: 3 clusters Score -8407980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -8407978.000000 Penalty: 5329.333008
	Iteration 165Q: 3 clusters Score -8407978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -8407978.000000 Penalty: 5329.333008
	Iteration 166Q: 3 clusters Score -8407978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -8407979.000000 Penalty: 5329.333008
	Iteration 167Q: 3 clusters Score -8407979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -8407982.000000 Penalty: 5329.333008
	Iteration 168Q: 3 clusters Score -8407982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -8407984.000000 Penalty: 5329.333008
	Iteration 169Q: 3 clusters Score -8407984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -8407979.000000 Penalty: 5329.333008
	Iteration 170Q: 3 clusters Score -8407979 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -8407984.000000 Penalty: 5329.333008
	Iteration 171Q: 3 clusters Score -8407984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -8407984.000000 Penalty: 5329.333008
	Iteration 172Q: 3 clusters Score -8407984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -8407991.000000 Penalty: 5329.333008
	Iteration 173Q: 3 clusters Score -8407991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -8407985.000000 Penalty: 5329.333008
	Iteration 174Q: 3 clusters Score -8407985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -8407985.000000 Penalty: 5329.333008
	Iteration 175F: 3 clusters Score -8407985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -36811.179688 Penalty: 1512.322510
	Iteration 0F: 2 clusters Score -36811.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -35582.761719 Penalty: 3024.645020
	Iteration 0F: 3 clusters Score -35582.76 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -36052.832031 Penalty: 3024.645020
	Iteration 1F: 3 clusters Score -36052.83 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -36315.390625 Penalty: 3024.645020
	Iteration 2F: 3 clusters Score -36315.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -36379.152344 Penalty: 3024.645020
	Iteration 3Q: 3 clusters Score -36379.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -36429.203125 Penalty: 3024.645020
	Iteration 4Q: 3 clusters Score -36429.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -36476.027344 Penalty: 3024.645020
	Iteration 5Q: 3 clusters Score -36476.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -36492.867188 Penalty: 3024.645020
	Iteration 6Q: 3 clusters Score -36492.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -36506.308594 Penalty: 3024.645020
	Iteration 7Q: 3 clusters Score -36506.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -36511.804688 Penalty: 3024.645020
	Iteration 8F: 3 clusters Score -36511.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -36570.550781 Penalty: 3024.645020
	Iteration 9Q: 3 clusters Score -36570.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -36604.125000 Penalty: 3024.645020
	Iteration 10Q: 3 clusters Score -36604.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -36639.406250 Penalty: 3024.645020
	Iteration 11Q: 3 clusters Score -36639.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -36728.554688 Penalty: 3024.645020
	Iteration 12Q: 3 clusters Score -36728.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -36740.679688 Penalty: 3024.645020
	Iteration 13Q: 3 clusters Score -36740.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -36747.273438 Penalty: 3024.645020
	Iteration 14Q: 3 clusters Score -36747.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -36747.449219 Penalty: 3024.645020
	Iteration 15F: 3 clusters Score -36747.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -36769.613281 Penalty: 3024.645020
	Iteration 16Q: 3 clusters Score -36769.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -36772.421875 Penalty: 3024.645020
	Iteration 17Q: 3 clusters Score -36772.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -36772.421875 Penalty: 3024.645020
	Iteration 18F: 3 clusters Score -36772.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (43152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Entering Unmasked Estep 
Score: -7918414.500000 Penalty: 2646.776123
	Iteration 0F: 2 clusters Score -7918414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -7889999.500000 Penalty: 5293.552246
	Iteration 0F: 3 clusters Score -7890000 nChanged 19666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -7900612.500000 Penalty: 5293.552246
	Iteration 1F: 3 clusters Score -7900612 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -7901155.000000 Penalty: 5293.552246
	Iteration 2Q: 3 clusters Score -7901155 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -7901765.500000 Penalty: 5293.552246
	Iteration 3Q: 3 clusters Score -7901766 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -7902440.000000 Penalty: 5293.552246
	Iteration 4Q: 3 clusters Score -7902440 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -7903338.000000 Penalty: 5293.552246
	Iteration 5Q: 3 clusters Score -7903338 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -7904339.000000 Penalty: 5293.552246
	Iteration 6Q: 3 clusters Score -7904339 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -7905454.500000 Penalty: 5293.552246
	Iteration 7Q: 3 clusters Score -7905454 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -7906646.000000 Penalty: 5293.552246
	Iteration 8F: 3 clusters Score -7906646 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -7908010.500000 Penalty: 5293.552246
	Iteration 9F: 3 clusters Score -7908010 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -7909553.500000 Penalty: 5293.552246
	Iteration 10F: 3 clusters Score -7909554 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -7910908.500000 Penalty: 5293.552246
	Iteration 11F: 3 clusters Score -7910908 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -7911857.500000 Penalty: 5293.552246
	Iteration 12Q: 3 clusters Score -7911858 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -7912492.000000 Penalty: 5293.552246
	Iteration 13Q: 3 clusters Score -7912492 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -7912762.500000 Penalty: 5293.552246
	Iteration 14Q: 3 clusters Score -7912762 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -7912942.500000 Penalty: 5293.552246
	Iteration 15Q: 3 clusters Score -7912942 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -7913114.500000 Penalty: 5293.552246
	Iteration 16Q: 3 clusters Score -7913114 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -7913301.500000 Penalty: 5293.552246
	Iteration 17Q: 3 clusters Score -7913302 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -7913493.500000 Penalty: 5293.552246
	Iteration 18Q: 3 clusters Score -7913494 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -7913647.000000 Penalty: 5293.552246
	Iteration 19Q: 3 clusters Score -7913647 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -7913808.500000 Penalty: 5293.552246
	Iteration 20F: 3 clusters Score -7913808 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -7913989.000000 Penalty: 5293.552246
	Iteration 21Q: 3 clusters Score -7913989 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -7914131.000000 Penalty: 5293.552246
	Iteration 22Q: 3 clusters Score -7914131 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -7914278.500000 Penalty: 5293.552246
	Iteration 23Q: 3 clusters Score -7914278 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -7914456.000000 Penalty: 5293.552246
	Iteration 24Q: 3 clusters Score -7914456 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -7914602.000000 Penalty: 5293.552246
	Iteration 25Q: 3 clusters Score -7914602 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -7914757.000000 Penalty: 5293.552246
	Iteration 26Q: 3 clusters Score -7914757 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -7914902.500000 Penalty: 5293.552246
	Iteration 27Q: 3 clusters Score -7914902 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -7915051.000000 Penalty: 5293.552246
	Iteration 28Q: 3 clusters Score -7915051 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -7915148.000000 Penalty: 5293.552246
	Iteration 29Q: 3 clusters Score -7915148 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -7915303.000000 Penalty: 5293.552246
	Iteration 30Q: 3 clusters Score -7915303 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -7915417.000000 Penalty: 5293.552246
	Iteration 31Q: 3 clusters Score -7915417 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -7915587.000000 Penalty: 5293.552246
	Iteration 32Q: 3 clusters Score -7915587 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -7915711.500000 Penalty: 5293.552246
	Iteration 33Q: 3 clusters Score -7915712 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -7915845.000000 Penalty: 5293.552246
	Iteration 34Q: 3 clusters Score -7915845 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34750 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -7915988.500000 Penalty: 5293.552246
	Iteration 35Q: 3 clusters Score -7915988 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -7916093.500000 Penalty: 5293.552246
	Iteration 36Q: 3 clusters Score -7916094 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -7916216.500000 Penalty: 5293.552246
	Iteration 37Q: 3 clusters Score -7916216 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -7916327.000000 Penalty: 5293.552246
	Iteration 38Q: 3 clusters Score -7916327 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -7916404.000000 Penalty: 5293.552246
	Iteration 39Q: 3 clusters Score -7916404 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -7916504.000000 Penalty: 5293.552246
	Iteration 40F: 3 clusters Score -7916504 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -7916592.000000 Penalty: 5293.552246
	Iteration 41Q: 3 clusters Score -7916592 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -7916683.000000 Penalty: 5293.552246
	Iteration 42Q: 3 clusters Score -7916683 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -7916783.500000 Penalty: 5293.552246
	Iteration 43Q: 3 clusters Score -7916784 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38363 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -7916846.500000 Penalty: 5293.552246
	Iteration 44Q: 3 clusters Score -7916846 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -7916862.000000 Penalty: 5293.552246
	Iteration 45Q: 3 clusters Score -7916862 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38882 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -7916893.000000 Penalty: 5293.552246
	Iteration 46Q: 3 clusters Score -7916893 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -7916940.000000 Penalty: 5293.552246
	Iteration 47Q: 3 clusters Score -7916940 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -7917004.500000 Penalty: 5293.552246
	Iteration 48Q: 3 clusters Score -7917004 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39546 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -7917031.500000 Penalty: 5293.552246
	Iteration 49Q: 3 clusters Score -7917032 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -7917061.000000 Penalty: 5293.552246
	Iteration 50Q: 3 clusters Score -7917061 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -7917087.000000 Penalty: 5293.552246
	Iteration 51Q: 3 clusters Score -7917087 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -7917133.000000 Penalty: 5293.552246
	Iteration 52Q: 3 clusters Score -7917133 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40246 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -7917140.500000 Penalty: 5293.552246
	Iteration 53Q: 3 clusters Score -7917140 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -7917158.500000 Penalty: 5293.552246
	Iteration 54Q: 3 clusters Score -7917158 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -7917170.500000 Penalty: 5293.552246
	Iteration 55Q: 3 clusters Score -7917170 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -7917174.000000 Penalty: 5293.552246
	Iteration 56Q: 3 clusters Score -7917174 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -7917197.000000 Penalty: 5293.552246
	Iteration 57Q: 3 clusters Score -7917197 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -7917188.500000 Penalty: 5293.552246
	Iteration 58Q: 3 clusters Score -7917188 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -7917201.500000 Penalty: 5293.552246
	Iteration 59Q: 3 clusters Score -7917202 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40845 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -7917205.000000 Penalty: 5293.552246
	Iteration 60F: 3 clusters Score -7917205 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40900 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -7917210.000000 Penalty: 5293.552246
	Iteration 61Q: 3 clusters Score -7917210 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40946 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -7917221.000000 Penalty: 5293.552246
	Iteration 62Q: 3 clusters Score -7917221 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -7917221.000000 Penalty: 5293.552246
	Iteration 63Q: 3 clusters Score -7917221 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -7917227.000000 Penalty: 5293.552246
	Iteration 64Q: 3 clusters Score -7917227 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -7917222.500000 Penalty: 5293.552246
	Iteration 65Q: 3 clusters Score -7917222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -7917222.500000 Penalty: 5293.552246
	Iteration 66Q: 3 clusters Score -7917222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -7917218.000000 Penalty: 5293.552246
	Iteration 67Q: 3 clusters Score -7917218 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -7917228.500000 Penalty: 5293.552246
	Iteration 68Q: 3 clusters Score -7917228 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -7917229.000000 Penalty: 5293.552246
	Iteration 69Q: 3 clusters Score -7917229 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -7917235.000000 Penalty: 5293.552246
	Iteration 70Q: 3 clusters Score -7917235 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -7917238.500000 Penalty: 5293.552246
	Iteration 71Q: 3 clusters Score -7917238 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41283 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -7917233.500000 Penalty: 5293.552246
	Iteration 72Q: 3 clusters Score -7917234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -7917231.500000 Penalty: 5293.552246
	Iteration 73Q: 3 clusters Score -7917232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41333 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -7917226.500000 Penalty: 5293.552246
	Iteration 74Q: 3 clusters Score -7917226 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41362 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -7917233.500000 Penalty: 5293.552246
	Iteration 75Q: 3 clusters Score -7917234 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -7917243.500000 Penalty: 5293.552246
	Iteration 76Q: 3 clusters Score -7917244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -7917248.500000 Penalty: 5293.552246
	Iteration 77Q: 3 clusters Score -7917248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -7917240.500000 Penalty: 5293.552246
	Iteration 78Q: 3 clusters Score -7917240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -7917234.000000 Penalty: 5293.552246
	Iteration 79Q: 3 clusters Score -7917234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -7917228.500000 Penalty: 5293.552246
	Iteration 80F: 3 clusters Score -7917228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41477 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -7917237.500000 Penalty: 5293.552246
	Iteration 81Q: 3 clusters Score -7917238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41488 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -7917242.500000 Penalty: 5293.552246
	Iteration 82Q: 3 clusters Score -7917242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -7917232.000000 Penalty: 5293.552246
	Iteration 83Q: 3 clusters Score -7917232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41502 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -7917230.500000 Penalty: 5293.552246
	Iteration 84Q: 3 clusters Score -7917230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -7917223.500000 Penalty: 5293.552246
	Iteration 85Q: 3 clusters Score -7917224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -7917228.500000 Penalty: 5293.552246
	Iteration 86Q: 3 clusters Score -7917228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -7917227.000000 Penalty: 5293.552246
	Iteration 87Q: 3 clusters Score -7917227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -7917234.000000 Penalty: 5293.552246
	Iteration 88Q: 3 clusters Score -7917234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -7917234.000000 Penalty: 5293.552246
	Iteration 89Q: 3 clusters Score -7917234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -7917234.000000 Penalty: 5293.552246
	Iteration 90F: 3 clusters Score -7917234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Entering Unmasked Estep 
Score: -231893.234375 Penalty: 1787.365479
	Iteration 0F: 2 clusters Score -231893.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -229732.906250 Penalty: 3574.730957
	Iteration 0F: 3 clusters Score -229732.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -230211.906250 Penalty: 3574.730957
	Iteration 1F: 3 clusters Score -230211.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -230447.640625 Penalty: 3574.730957
	Iteration 2F: 3 clusters Score -230447.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -230615.484375 Penalty: 3574.730957
	Iteration 3F: 3 clusters Score -230615.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -230779.000000 Penalty: 3574.730957
	Iteration 4F: 3 clusters Score -230779 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -230993.843750 Penalty: 3574.730957
	Iteration 5F: 3 clusters Score -230993.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -231301.296875 Penalty: 3574.730957
	Iteration 6F: 3 clusters Score -231301.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -231623.812500 Penalty: 3574.730957
	Iteration 7F: 3 clusters Score -231623.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -231795.140625 Penalty: 3574.730957
	Iteration 8Q: 3 clusters Score -231795.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -231885.203125 Penalty: 3574.730957
	Iteration 9Q: 3 clusters Score -231885.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -231957.218750 Penalty: 3574.730957
	Iteration 10Q: 3 clusters Score -231957.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -232030.531250 Penalty: 3574.730957
	Iteration 11Q: 3 clusters Score -232030.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -232110.609375 Penalty: 3574.730957
	Iteration 12Q: 3 clusters Score -232110.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -232180.468750 Penalty: 3574.730957
	Iteration 13Q: 3 clusters Score -232180.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -232283.421875 Penalty: 3574.730957
	Iteration 14Q: 3 clusters Score -232283.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -232412.656250 Penalty: 3574.730957
	Iteration 15Q: 3 clusters Score -232412.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -232495.203125 Penalty: 3574.730957
	Iteration 16Q: 3 clusters Score -232495.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -232551.765625 Penalty: 3574.730957
	Iteration 17Q: 3 clusters Score -232551.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -232583.562500 Penalty: 3574.730957
	Iteration 18Q: 3 clusters Score -232583.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -232594.687500 Penalty: 3574.730957
	Iteration 19Q: 3 clusters Score -232594.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -232595.890625 Penalty: 3574.730957
	Iteration 20F: 3 clusters Score -232595.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46772 members 
Mstep: Class 2 contains 945 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46380 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 43152 members 
Mstep: Class 7 contains 570 members 
Mstep: Class 8 contains 45339 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 46140 members 
Mstep: Class 11 contains 42577 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48864 members 
Mstep: Class 14 contains 29596 members 
Mstep: Class 15 contains 44073 members 
Mstep: Class 16 contains 42160 members 
Mstep: Class 17 contains 43210 members 
Mstep: Class 18 contains 615 members 
Mstep: Class 19 contains 40687 members 
Mstep: Class 20 contains 45805 members 
Mstep: Class 21 contains 45454 members 
Mstep: Class 22 contains 779 members 
Entering Unmasked Estep 
Score: -111196280.000000 Penalty: 72750.632812
Splitting cluster 7 changes total score from -111196672.000000 to -111196280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (45339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45339 members 
Entering Unmasked Estep 
Score: -8441525.000000 Penalty: 2659.036865
	Iteration 0F: 2 clusters Score -8441525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -8413016.000000 Penalty: 5318.073730
	Iteration 0F: 3 clusters Score -8413016 nChanged 20918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -8424537.000000 Penalty: 5318.073730
	Iteration 1F: 3 clusters Score -8424537 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -8425097.000000 Penalty: 5318.073730
	Iteration 2Q: 3 clusters Score -8425097 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -8425615.000000 Penalty: 5318.073730
	Iteration 3Q: 3 clusters Score -8425615 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -8426280.000000 Penalty: 5318.073730
	Iteration 4Q: 3 clusters Score -8426280 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -8426953.000000 Penalty: 5318.073730
	Iteration 5Q: 3 clusters Score -8426953 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -8427956.000000 Penalty: 5318.073730
	Iteration 6Q: 3 clusters Score -8427956 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -8429237.000000 Penalty: 5318.073730
	Iteration 7F: 3 clusters Score -8429237 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -8430948.000000 Penalty: 5318.073730
	Iteration 8F: 3 clusters Score -8430948 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -8433215.000000 Penalty: 5318.073730
	Iteration 9F: 3 clusters Score -8433215 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -8435514.000000 Penalty: 5318.073730
	Iteration 10F: 3 clusters Score -8435514 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -8437597.000000 Penalty: 5318.073730
	Iteration 11F: 3 clusters Score -8437597 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43263 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -8438723.000000 Penalty: 5318.073730
	Iteration 12Q: 3 clusters Score -8438723 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44243 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -8439131.000000 Penalty: 5318.073730
	Iteration 13Q: 3 clusters Score -8439131 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8439246.000000 Penalty: 5318.073730
	Iteration 14Q: 3 clusters Score -8439246 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44823 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -8439336.000000 Penalty: 5318.073730
	Iteration 15Q: 3 clusters Score -8439336 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44891 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -8439398.000000 Penalty: 5318.073730
	Iteration 16Q: 3 clusters Score -8439398 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -8439431.000000 Penalty: 5318.073730
	Iteration 17Q: 3 clusters Score -8439431 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44948 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -8439461.000000 Penalty: 5318.073730
	Iteration 18Q: 3 clusters Score -8439461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -8439471.000000 Penalty: 5318.073730
	Iteration 19Q: 3 clusters Score -8439471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8439478.000000 Penalty: 5318.073730
	Iteration 20F: 3 clusters Score -8439478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44975 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8439479.000000 Penalty: 5318.073730
	Iteration 21Q: 3 clusters Score -8439479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -8439486.000000 Penalty: 5318.073730
	Iteration 22Q: 3 clusters Score -8439486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8439499.000000 Penalty: 5318.073730
	Iteration 23Q: 3 clusters Score -8439499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8439499.000000 Penalty: 5318.073730
	Iteration 24Q: 3 clusters Score -8439499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8439497.000000 Penalty: 5318.073730
	Iteration 25Q: 3 clusters Score -8439497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -8439502.000000 Penalty: 5318.073730
	Iteration 26Q: 3 clusters Score -8439502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8439499.000000 Penalty: 5318.073730
	Iteration 27Q: 3 clusters Score -8439499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8439504.000000 Penalty: 5318.073730
	Iteration 28Q: 3 clusters Score -8439504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8439505.000000 Penalty: 5318.073730
	Iteration 29Q: 3 clusters Score -8439505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8439512.000000 Penalty: 5318.073730
	Iteration 30Q: 3 clusters Score -8439512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -8439521.000000 Penalty: 5318.073730
	Iteration 31Q: 3 clusters Score -8439521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -8439509.000000 Penalty: 5318.073730
	Iteration 32Q: 3 clusters Score -8439509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44990 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8439515.000000 Penalty: 5318.073730
	Iteration 33Q: 3 clusters Score -8439515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44990 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8439515.000000 Penalty: 5318.073730
	Iteration 34F: 3 clusters Score -8439515 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Entering Unmasked Estep 
Score: -461576.312500 Penalty: 1964.540771
	Iteration 0F: 2 clusters Score -461576.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -458529.812500 Penalty: 3929.081543
	Iteration 0F: 3 clusters Score -458529.8 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -459520.718750 Penalty: 3929.081543
	Iteration 1F: 3 clusters Score -459520.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -460104.093750 Penalty: 3929.081543
	Iteration 2F: 3 clusters Score -460104.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -460683.250000 Penalty: 3929.081543
	Iteration 3F: 3 clusters Score -460683.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -461053.250000 Penalty: 3929.081543
	Iteration 4F: 3 clusters Score -461053.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -461283.406250 Penalty: 3929.081543
	Iteration 5F: 3 clusters Score -461283.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -461424.812500 Penalty: 3929.081543
	Iteration 6Q: 3 clusters Score -461424.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -461506.906250 Penalty: 3929.081543
	Iteration 7Q: 3 clusters Score -461506.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -461560.437500 Penalty: 3929.081543
	Iteration 8Q: 3 clusters Score -461560.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -461613.781250 Penalty: 3929.081543
	Iteration 9Q: 3 clusters Score -461613.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -461641.781250 Penalty: 3929.081543
	Iteration 10Q: 3 clusters Score -461641.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -461651.750000 Penalty: 3929.081543
	Iteration 11Q: 3 clusters Score -461651.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -461654.343750 Penalty: 3929.081543
	Iteration 12Q: 3 clusters Score -461654.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -461658.593750 Penalty: 3929.081543
	Iteration 13Q: 3 clusters Score -461658.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -461661.312500 Penalty: 3929.081543
	Iteration 14Q: 3 clusters Score -461661.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -461664.406250 Penalty: 3929.081543
	Iteration 15Q: 3 clusters Score -461664.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -461668.437500 Penalty: 3929.081543
	Iteration 16Q: 3 clusters Score -461668.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -461672.625000 Penalty: 3929.081543
	Iteration 17Q: 3 clusters Score -461672.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -461674.875000 Penalty: 3929.081543
	Iteration 18Q: 3 clusters Score -461674.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -461675.625000 Penalty: 3929.081543
	Iteration 19Q: 3 clusters Score -461675.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -461678.843750 Penalty: 3929.081543
	Iteration 20F: 3 clusters Score -461678.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -461682.218750 Penalty: 3929.081543
	Iteration 21Q: 3 clusters Score -461682.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -461684.437500 Penalty: 3929.081543
	Iteration 22Q: 3 clusters Score -461684.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -461686.562500 Penalty: 3929.081543
	Iteration 23Q: 3 clusters Score -461686.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -461687.593750 Penalty: 3929.081543
	Iteration 24Q: 3 clusters Score -461687.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -461689.812500 Penalty: 3929.081543
	Iteration 25Q: 3 clusters Score -461689.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -461689.906250 Penalty: 3929.081543
	Iteration 26Q: 3 clusters Score -461689.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -461690.500000 Penalty: 3929.081543
	Iteration 27Q: 3 clusters Score -461690.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -461690.500000 Penalty: 3929.081543
	Iteration 28F: 3 clusters Score -461690.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46772 members 
Mstep: Class 2 contains 945 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46380 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 43152 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 45339 members 
Mstep: Class 9 contains 978 members 
Mstep: Class 10 contains 46140 members 
Mstep: Class 11 contains 42577 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48864 members 
Mstep: Class 14 contains 29596 members 
Mstep: Class 15 contains 44073 members 
Mstep: Class 16 contains 42160 members 
Mstep: Class 17 contains 43210 members 
Mstep: Class 18 contains 615 members 
Mstep: Class 19 contains 40687 members 
Mstep: Class 20 contains 45805 members 
Mstep: Class 21 contains 45454 members 
Mstep: Class 22 contains 1778 members 
Entering Unmasked Estep 
Score: -111195832.000000 Penalty: 72750.632812
Splitting cluster 9 changes total score from -111196672.000000 to -111195832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (46140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46140 members 
Entering Unmasked Estep 
Score: -8557017.000000 Penalty: 2663.379883
	Iteration 0F: 2 clusters Score -8557017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -8528533.000000 Penalty: 5326.759766
	Iteration 0F: 3 clusters Score -8528533 nChanged 21163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -8540148.000000 Penalty: 5326.759766
	Iteration 1F: 3 clusters Score -8540148 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -8540746.000000 Penalty: 5326.759766
	Iteration 2Q: 3 clusters Score -8540746 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -8541339.000000 Penalty: 5326.759766
	Iteration 3Q: 3 clusters Score -8541339 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
Score: -8542167.000000 Penalty: 5326.759766
	Iteration 4Q: 3 clusters Score -8542167 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -8543210.000000 Penalty: 5326.759766
	Iteration 5Q: 3 clusters Score -8543210 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -8544799.000000 Penalty: 5326.759766
	Iteration 6F: 3 clusters Score -8544799 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -8546822.000000 Penalty: 5326.759766
	Iteration 7F: 3 clusters Score -8546822 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -8548983.000000 Penalty: 5326.759766
	Iteration 8F: 3 clusters Score -8548983 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -8550973.000000 Penalty: 5326.759766
	Iteration 9F: 3 clusters Score -8550973 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -8552287.000000 Penalty: 5326.759766
	Iteration 10Q: 3 clusters Score -8552287 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36713 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -8553009.000000 Penalty: 5326.759766
	Iteration 11Q: 3 clusters Score -8553009 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -8553409.000000 Penalty: 5326.759766
	Iteration 12Q: 3 clusters Score -8553409 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -8553750.000000 Penalty: 5326.759766
	Iteration 13Q: 3 clusters Score -8553750 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -8554032.000000 Penalty: 5326.759766
	Iteration 14Q: 3 clusters Score -8554032 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -8554307.000000 Penalty: 5326.759766
	Iteration 15Q: 3 clusters Score -8554307 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -8554591.000000 Penalty: 5326.759766
	Iteration 16Q: 3 clusters Score -8554591 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -8554852.000000 Penalty: 5326.759766
	Iteration 17Q: 3 clusters Score -8554852 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -8554988.000000 Penalty: 5326.759766
	Iteration 18Q: 3 clusters Score -8554988 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -8555149.000000 Penalty: 5326.759766
	Iteration 19Q: 3 clusters Score -8555149 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42705 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -8555270.000000 Penalty: 5326.759766
	Iteration 20F: 3 clusters Score -8555270 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43274 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -8555316.000000 Penalty: 5326.759766
	Iteration 21Q: 3 clusters Score -8555316 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43756 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -8555305.000000 Penalty: 5326.759766
	Iteration 22Q: 3 clusters Score -8555305 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44118 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -8555282.000000 Penalty: 5326.759766
	Iteration 23Q: 3 clusters Score -8555282 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44419 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -8555261.000000 Penalty: 5326.759766
	Iteration 24Q: 3 clusters Score -8555261 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44670 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -8555234.000000 Penalty: 5326.759766
	Iteration 25Q: 3 clusters Score -8555234 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44870 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -8555202.000000 Penalty: 5326.759766
	Iteration 26Q: 3 clusters Score -8555202 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45011 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -8555167.000000 Penalty: 5326.759766
	Iteration 27Q: 3 clusters Score -8555167 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -8555173.000000 Penalty: 5326.759766
	Iteration 28Q: 3 clusters Score -8555173 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45211 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -8555162.000000 Penalty: 5326.759766
	Iteration 29Q: 3 clusters Score -8555162 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -8555137.000000 Penalty: 5326.759766
	Iteration 30Q: 3 clusters Score -8555137 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45344 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8555132.000000 Penalty: 5326.759766
	Iteration 31Q: 3 clusters Score -8555132 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -8555134.000000 Penalty: 5326.759766
	Iteration 32Q: 3 clusters Score -8555134 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45432 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -8555118.000000 Penalty: 5326.759766
	Iteration 33Q: 3 clusters Score -8555118 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8555118.000000 Penalty: 5326.759766
	Iteration 34Q: 3 clusters Score -8555118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -8555123.000000 Penalty: 5326.759766
	Iteration 35Q: 3 clusters Score -8555123 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8555116.000000 Penalty: 5326.759766
	Iteration 36Q: 3 clusters Score -8555116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45524 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -8555117.000000 Penalty: 5326.759766
	Iteration 37Q: 3 clusters Score -8555117 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45543 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -8555108.000000 Penalty: 5326.759766
	Iteration 38Q: 3 clusters Score -8555108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45561 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -8555098.000000 Penalty: 5326.759766
	Iteration 39Q: 3 clusters Score -8555098 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45571 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8555104.000000 Penalty: 5326.759766
	Iteration 40F: 3 clusters Score -8555104 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -8555112.000000 Penalty: 5326.759766
	Iteration 41Q: 3 clusters Score -8555112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45594 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8555107.000000 Penalty: 5326.759766
	Iteration 42Q: 3 clusters Score -8555107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -8555106.000000 Penalty: 5326.759766
	Iteration 43Q: 3 clusters Score -8555106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -8555104.000000 Penalty: 5326.759766
	Iteration 44Q: 3 clusters Score -8555104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45615 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8555105.000000 Penalty: 5326.759766
	Iteration 45Q: 3 clusters Score -8555105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45616 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -8555114.000000 Penalty: 5326.759766
	Iteration 46Q: 3 clusters Score -8555114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45620 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -8555103.000000 Penalty: 5326.759766
	Iteration 47Q: 3 clusters Score -8555103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45621 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8555109.000000 Penalty: 5326.759766
	Iteration 48Q: 3 clusters Score -8555109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -8555107.000000 Penalty: 5326.759766
	Iteration 49Q: 3 clusters Score -8555107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45633 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8555104.000000 Penalty: 5326.759766
	Iteration 50Q: 3 clusters Score -8555104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8555102.000000 Penalty: 5326.759766
	Iteration 51Q: 3 clusters Score -8555102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45646 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8555097.000000 Penalty: 5326.759766
	Iteration 52Q: 3 clusters Score -8555097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8555111.000000 Penalty: 5326.759766
	Iteration 53Q: 3 clusters Score -8555111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45662 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8555116.000000 Penalty: 5326.759766
	Iteration 54Q: 3 clusters Score -8555116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8555109.000000 Penalty: 5326.759766
	Iteration 55Q: 3 clusters Score -8555109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45677 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -8555116.000000 Penalty: 5326.759766
	Iteration 56Q: 3 clusters Score -8555116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45681 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -8555112.000000 Penalty: 5326.759766
	Iteration 57Q: 3 clusters Score -8555112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -8555108.000000 Penalty: 5326.759766
	Iteration 58Q: 3 clusters Score -8555108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45691 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8555106.000000 Penalty: 5326.759766
	Iteration 59Q: 3 clusters Score -8555106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45691 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8555106.000000 Penalty: 5326.759766
	Iteration 60F: 3 clusters Score -8555106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42577 members 
Entering Unmasked Estep 
Score: -7789821.500000 Penalty: 2643.449219
	Iteration 0F: 2 clusters Score -7789822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -7761232.000000 Penalty: 5286.898438
	Iteration 0F: 3 clusters Score -7761232 nChanged 19598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -7771898.500000 Penalty: 5286.898438
	Iteration 1F: 3 clusters Score -7771898 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -7772576.000000 Penalty: 5286.898438
	Iteration 2Q: 3 clusters Score -7772576 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -7773333.500000 Penalty: 5286.898438
	Iteration 3Q: 3 clusters Score -7773334 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -7774375.000000 Penalty: 5286.898438
	Iteration 4Q: 3 clusters Score -7774375 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -7775588.000000 Penalty: 5286.898438
	Iteration 5F: 3 clusters Score -7775588 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 19855 members 
Entering Unmasked Estep 
Score: -7777083.000000 Penalty: 5286.898438
	Iteration 6F: 3 clusters Score -7777083 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -7778997.500000 Penalty: 5286.898438
	Iteration 7F: 3 clusters Score -7778998 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -7781224.000000 Penalty: 5286.898438
	Iteration 8F: 3 clusters Score -7781224 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -7783089.500000 Penalty: 5286.898438
	Iteration 9F: 3 clusters Score -7783090 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -7784124.500000 Penalty: 5286.898438
	Iteration 10Q: 3 clusters Score -7784124 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -7784671.500000 Penalty: 5286.898438
	Iteration 11Q: 3 clusters Score -7784672 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -7785007.000000 Penalty: 5286.898438
	Iteration 12Q: 3 clusters Score -7785007 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -7785253.500000 Penalty: 5286.898438
	Iteration 13Q: 3 clusters Score -7785254 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -7785501.500000 Penalty: 5286.898438
	Iteration 14Q: 3 clusters Score -7785502 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -7785688.500000 Penalty: 5286.898438
	Iteration 15Q: 3 clusters Score -7785688 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -7785860.500000 Penalty: 5286.898438
	Iteration 16Q: 3 clusters Score -7785860 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -7785983.000000 Penalty: 5286.898438
	Iteration 17Q: 3 clusters Score -7785983 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -7786091.500000 Penalty: 5286.898438
	Iteration 18Q: 3 clusters Score -7786092 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -7786238.500000 Penalty: 5286.898438
	Iteration 19Q: 3 clusters Score -7786238 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -7786342.500000 Penalty: 5286.898438
	Iteration 20F: 3 clusters Score -7786342 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -7786444.000000 Penalty: 5286.898438
	Iteration 21Q: 3 clusters Score -7786444 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33051 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -7786556.500000 Penalty: 5286.898438
	Iteration 22Q: 3 clusters Score -7786556 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -7786719.500000 Penalty: 5286.898438
	Iteration 23Q: 3 clusters Score -7786720 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -7786795.000000 Penalty: 5286.898438
	Iteration 24Q: 3 clusters Score -7786795 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -7786920.500000 Penalty: 5286.898438
	Iteration 25Q: 3 clusters Score -7786920 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -7787040.500000 Penalty: 5286.898438
	Iteration 26Q: 3 clusters Score -7787040 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -7787178.000000 Penalty: 5286.898438
	Iteration 27Q: 3 clusters Score -7787178 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -7787270.000000 Penalty: 5286.898438
	Iteration 28Q: 3 clusters Score -7787270 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36076 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -7787400.000000 Penalty: 5286.898438
	Iteration 29Q: 3 clusters Score -7787400 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36434 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -7787510.500000 Penalty: 5286.898438
	Iteration 30Q: 3 clusters Score -7787510 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36778 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -7787596.500000 Penalty: 5286.898438
	Iteration 31Q: 3 clusters Score -7787596 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37088 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -7787677.500000 Penalty: 5286.898438
	Iteration 32Q: 3 clusters Score -7787678 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -7787710.000000 Penalty: 5286.898438
	Iteration 33Q: 3 clusters Score -7787710 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -7787742.500000 Penalty: 5286.898438
	Iteration 34Q: 3 clusters Score -7787742 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -7787814.500000 Penalty: 5286.898438
	Iteration 35Q: 3 clusters Score -7787814 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37956 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -7787861.500000 Penalty: 5286.898438
	Iteration 36Q: 3 clusters Score -7787862 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -7787899.000000 Penalty: 5286.898438
	Iteration 37Q: 3 clusters Score -7787899 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -7787945.500000 Penalty: 5286.898438
	Iteration 38Q: 3 clusters Score -7787946 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -7787986.500000 Penalty: 5286.898438
	Iteration 39Q: 3 clusters Score -7787986 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38613 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -7787997.000000 Penalty: 5286.898438
	Iteration 40F: 3 clusters Score -7787997 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -7788014.500000 Penalty: 5286.898438
	Iteration 41Q: 3 clusters Score -7788014 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38808 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -7788020.500000 Penalty: 5286.898438
	Iteration 42Q: 3 clusters Score -7788020 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -7788034.000000 Penalty: 5286.898438
	Iteration 43Q: 3 clusters Score -7788034 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -7788034.000000 Penalty: 5286.898438
	Iteration 44Q: 3 clusters Score -7788034 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -7788015.000000 Penalty: 5286.898438
	Iteration 45Q: 3 clusters Score -7788015 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -7788036.000000 Penalty: 5286.898438
	Iteration 46Q: 3 clusters Score -7788036 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -7788051.000000 Penalty: 5286.898438
	Iteration 47Q: 3 clusters Score -7788051 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -7788054.500000 Penalty: 5286.898438
	Iteration 48Q: 3 clusters Score -7788054 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39348 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -7788062.500000 Penalty: 5286.898438
	Iteration 49Q: 3 clusters Score -7788062 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -7788070.500000 Penalty: 5286.898438
	Iteration 50Q: 3 clusters Score -7788070 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -7788071.000000 Penalty: 5286.898438
	Iteration 51Q: 3 clusters Score -7788071 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -7788068.500000 Penalty: 5286.898438
	Iteration 52Q: 3 clusters Score -7788068 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -7788085.000000 Penalty: 5286.898438
	Iteration 53Q: 3 clusters Score -7788085 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -7788097.500000 Penalty: 5286.898438
	Iteration 54Q: 3 clusters Score -7788098 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -7788095.500000 Penalty: 5286.898438
	Iteration 55Q: 3 clusters Score -7788096 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -7788100.500000 Penalty: 5286.898438
	Iteration 56Q: 3 clusters Score -7788100 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -7788114.500000 Penalty: 5286.898438
	Iteration 57Q: 3 clusters Score -7788114 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -7788106.500000 Penalty: 5286.898438
	Iteration 58Q: 3 clusters Score -7788106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39737 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -7788098.500000 Penalty: 5286.898438
	Iteration 59Q: 3 clusters Score -7788098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -7788107.500000 Penalty: 5286.898438
	Iteration 60F: 3 clusters Score -7788108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39771 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -7788103.000000 Penalty: 5286.898438
	Iteration 61Q: 3 clusters Score -7788103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -7788102.500000 Penalty: 5286.898438
	Iteration 62Q: 3 clusters Score -7788102 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -7788102.500000 Penalty: 5286.898438
	Iteration 63Q: 3 clusters Score -7788102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -7788099.000000 Penalty: 5286.898438
	Iteration 64Q: 3 clusters Score -7788099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -7788095.500000 Penalty: 5286.898438
	Iteration 65Q: 3 clusters Score -7788096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -7788097.000000 Penalty: 5286.898438
	Iteration 66Q: 3 clusters Score -7788097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -7788107.000000 Penalty: 5286.898438
	Iteration 67Q: 3 clusters Score -7788107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -7788098.500000 Penalty: 5286.898438
	Iteration 68Q: 3 clusters Score -7788098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39884 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -7788101.500000 Penalty: 5286.898438
	Iteration 69Q: 3 clusters Score -7788102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -7788113.500000 Penalty: 5286.898438
	Iteration 70Q: 3 clusters Score -7788114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -7788120.000000 Penalty: 5286.898438
	Iteration 71Q: 3 clusters Score -7788120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39934 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -7788123.500000 Penalty: 5286.898438
	Iteration 72Q: 3 clusters Score -7788124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -7788120.000000 Penalty: 5286.898438
	Iteration 73Q: 3 clusters Score -7788120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -7788130.500000 Penalty: 5286.898438
	Iteration 74Q: 3 clusters Score -7788130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -7788135.500000 Penalty: 5286.898438
	Iteration 75Q: 3 clusters Score -7788136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40016 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -7788129.000000 Penalty: 5286.898438
	Iteration 76Q: 3 clusters Score -7788129 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -7788133.000000 Penalty: 5286.898438
	Iteration 77Q: 3 clusters Score -7788133 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -7788144.500000 Penalty: 5286.898438
	Iteration 78Q: 3 clusters Score -7788144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -7788152.000000 Penalty: 5286.898438
	Iteration 79Q: 3 clusters Score -7788152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -7788139.500000 Penalty: 5286.898438
	Iteration 80F: 3 clusters Score -7788140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -7788138.500000 Penalty: 5286.898438
	Iteration 81Q: 3 clusters Score -7788138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40150 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -7788143.500000 Penalty: 5286.898438
	Iteration 82Q: 3 clusters Score -7788144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -7788144.000000 Penalty: 5286.898438
	Iteration 83Q: 3 clusters Score -7788144 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -7788159.000000 Penalty: 5286.898438
	Iteration 84Q: 3 clusters Score -7788159 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -7788165.500000 Penalty: 5286.898438
	Iteration 85Q: 3 clusters Score -7788166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40246 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -7788175.000000 Penalty: 5286.898438
	Iteration 86Q: 3 clusters Score -7788175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -7788177.500000 Penalty: 5286.898438
	Iteration 87Q: 3 clusters Score -7788178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -7788167.500000 Penalty: 5286.898438
	Iteration 88Q: 3 clusters Score -7788168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -7788175.500000 Penalty: 5286.898438
	Iteration 89Q: 3 clusters Score -7788176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -7788183.500000 Penalty: 5286.898438
	Iteration 90Q: 3 clusters Score -7788184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -7788175.500000 Penalty: 5286.898438
	Iteration 91Q: 3 clusters Score -7788176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -7788189.500000 Penalty: 5286.898438
	Iteration 92Q: 3 clusters Score -7788190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -7788197.000000 Penalty: 5286.898438
	Iteration 93Q: 3 clusters Score -7788197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -7788196.000000 Penalty: 5286.898438
	Iteration 94Q: 3 clusters Score -7788196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -7788203.500000 Penalty: 5286.898438
	Iteration 95Q: 3 clusters Score -7788204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -7788207.500000 Penalty: 5286.898438
	Iteration 96Q: 3 clusters Score -7788208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -7788214.500000 Penalty: 5286.898438
	Iteration 97Q: 3 clusters Score -7788214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -7788205.500000 Penalty: 5286.898438
	Iteration 98Q: 3 clusters Score -7788206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -7788202.000000 Penalty: 5286.898438
	Iteration 99Q: 3 clusters Score -7788202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -7788210.000000 Penalty: 5286.898438
	Iteration 100F: 3 clusters Score -7788210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -7788212.500000 Penalty: 5286.898438
	Iteration 101Q: 3 clusters Score -7788212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -7788202.500000 Penalty: 5286.898438
	Iteration 102Q: 3 clusters Score -7788202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -7788203.500000 Penalty: 5286.898438
	Iteration 103Q: 3 clusters Score -7788204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -7788206.000000 Penalty: 5286.898438
	Iteration 104Q: 3 clusters Score -7788206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -7788210.000000 Penalty: 5286.898438
	Iteration 105Q: 3 clusters Score -7788210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -7788206.000000 Penalty: 5286.898438
	Iteration 106Q: 3 clusters Score -7788206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40419 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -7788214.500000 Penalty: 5286.898438
	Iteration 107Q: 3 clusters Score -7788214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40421 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -7788210.500000 Penalty: 5286.898438
	Iteration 108Q: 3 clusters Score -7788210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -7788207.500000 Penalty: 5286.898438
	Iteration 109Q: 3 clusters Score -7788208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40428 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -7788215.000000 Penalty: 5286.898438
	Iteration 110Q: 3 clusters Score -7788215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -7788218.500000 Penalty: 5286.898438
	Iteration 111Q: 3 clusters Score -7788218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -7788214.000000 Penalty: 5286.898438
	Iteration 112Q: 3 clusters Score -7788214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -7788211.500000 Penalty: 5286.898438
	Iteration 113Q: 3 clusters Score -7788212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -7788216.000000 Penalty: 5286.898438
	Iteration 114Q: 3 clusters Score -7788216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -7788213.500000 Penalty: 5286.898438
	Iteration 115Q: 3 clusters Score -7788214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -7788212.500000 Penalty: 5286.898438
	Iteration 116Q: 3 clusters Score -7788212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -7788215.000000 Penalty: 5286.898438
	Iteration 117Q: 3 clusters Score -7788215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40446 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -7788213.000000 Penalty: 5286.898438
	Iteration 118Q: 3 clusters Score -7788213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -7788215.000000 Penalty: 5286.898438
	Iteration 119Q: 3 clusters Score -7788215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -7788216.000000 Penalty: 5286.898438
	Iteration 120F: 3 clusters Score -7788216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40451 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -7788217.000000 Penalty: 5286.898438
	Iteration 121Q: 3 clusters Score -7788217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -7788217.500000 Penalty: 5286.898438
	Iteration 122Q: 3 clusters Score -7788218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -7788220.500000 Penalty: 5286.898438
	Iteration 123Q: 3 clusters Score -7788220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -7788215.500000 Penalty: 5286.898438
	Iteration 124Q: 3 clusters Score -7788216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -7788212.000000 Penalty: 5286.898438
	Iteration 125Q: 3 clusters Score -7788212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -7788214.000000 Penalty: 5286.898438
	Iteration 126Q: 3 clusters Score -7788214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -7788213.000000 Penalty: 5286.898438
	Iteration 127Q: 3 clusters Score -7788213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -7788213.000000 Penalty: 5286.898438
	Iteration 128F: 3 clusters Score -7788213 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -88868.484375 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -88868.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -87315.570312 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -87315.57 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -87769.203125 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -87769.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -87935.375000 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -87935.38 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -88019.328125 Penalty: 3292.729736
	Iteration 3Q: 3 clusters Score -88019.33 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -88119.031250 Penalty: 3292.729736
	Iteration 4Q: 3 clusters Score -88119.03 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -88205.664062 Penalty: 3292.729736
	Iteration 5Q: 3 clusters Score -88205.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -88319.367188 Penalty: 3292.729736
	Iteration 6Q: 3 clusters Score -88319.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -88437.578125 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -88437.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -88494.984375 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -88494.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -88530.585938 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -88530.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -88562.132812 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -88562.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -88585.507812 Penalty: 3292.729736
	Iteration 11Q: 3 clusters Score -88585.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -88590.132812 Penalty: 3292.729736
	Iteration 12Q: 3 clusters Score -88590.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -88600.023438 Penalty: 3292.729736
	Iteration 13Q: 3 clusters Score -88600.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -88602.539062 Penalty: 3292.729736
	Iteration 14Q: 3 clusters Score -88602.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -88605.460938 Penalty: 3292.729736
	Iteration 15Q: 3 clusters Score -88605.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -88616.500000 Penalty: 3292.729736
	Iteration 16F: 3 clusters Score -88616.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -88699.742188 Penalty: 3292.729736
	Iteration 17Q: 3 clusters Score -88699.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -88853.328125 Penalty: 3292.729736
	Iteration 18Q: 3 clusters Score -88853.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -88888.406250 Penalty: 3292.729736
	Iteration 19Q: 3 clusters Score -88888.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -88902.015625 Penalty: 3292.729736
	Iteration 20F: 3 clusters Score -88902.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -88913.132812 Penalty: 3292.729736
	Iteration 21Q: 3 clusters Score -88913.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -88929.906250 Penalty: 3292.729736
	Iteration 22Q: 3 clusters Score -88929.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -88946.492188 Penalty: 3292.729736
	Iteration 23Q: 3 clusters Score -88946.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -88959.000000 Penalty: 3292.729736
	Iteration 24Q: 3 clusters Score -88959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -88965.203125 Penalty: 3292.729736
	Iteration 25Q: 3 clusters Score -88965.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -88965.203125 Penalty: 3292.729736
	Iteration 26F: 3 clusters Score -88965.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46772 members 
Mstep: Class 2 contains 945 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46380 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 43152 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 45339 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 46140 members 
Mstep: Class 11 contains 42577 members 
Mstep: Class 12 contains 375 members 
Mstep: Class 13 contains 48864 members 
Mstep: Class 14 contains 29596 members 
Mstep: Class 15 contains 44073 members 
Mstep: Class 16 contains 42160 members 
Mstep: Class 17 contains 43210 members 
Mstep: Class 18 contains 615 members 
Mstep: Class 19 contains 40687 members 
Mstep: Class 20 contains 45805 members 
Mstep: Class 21 contains 45454 members 
Mstep: Class 22 contains 389 members 
Entering Unmasked Estep 
Score: -111195528.000000 Penalty: 72750.632812
Splitting cluster 12 changes total score from -111196672.000000 to -111195528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (48864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48864 members 
Entering Unmasked Estep 
Score: -8975323.000000 Penalty: 2677.605469
	Iteration 0F: 2 clusters Score -8975323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -8947888.000000 Penalty: 5355.210938
	Iteration 0F: 3 clusters Score -8947888 nChanged 22453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -8960459.000000 Penalty: 5355.210938
	Iteration 1F: 3 clusters Score -8960459 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -8960866.000000 Penalty: 5355.210938
	Iteration 2Q: 3 clusters Score -8960866 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -8961356.000000 Penalty: 5355.210938
	Iteration 3Q: 3 clusters Score -8961356 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -8961869.000000 Penalty: 5355.210938
	Iteration 4Q: 3 clusters Score -8961869 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 24256 members 
Entering Unmasked Estep 
Score: -8962542.000000 Penalty: 5355.210938
	Iteration 5Q: 3 clusters Score -8962542 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -8963327.000000 Penalty: 5355.210938
	Iteration 6Q: 3 clusters Score -8963327 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -8964283.000000 Penalty: 5355.210938
	Iteration 7Q: 3 clusters Score -8964283 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -8965454.000000 Penalty: 5355.210938
	Iteration 8Q: 3 clusters Score -8965454 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -8967093.000000 Penalty: 5355.210938
	Iteration 9F: 3 clusters Score -8967093 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -8968963.000000 Penalty: 5355.210938
	Iteration 10F: 3 clusters Score -8968963 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 26283 members 
Entering Unmasked Estep 
Score: -8970769.000000 Penalty: 5355.210938
	Iteration 11F: 3 clusters Score -8970769 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -8971961.000000 Penalty: 5355.210938
	Iteration 12Q: 3 clusters Score -8971961 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 27778 members 
Entering Unmasked Estep 
Score: -8972537.000000 Penalty: 5355.210938
	Iteration 13Q: 3 clusters Score -8972537 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -8972979.000000 Penalty: 5355.210938
	Iteration 14Q: 3 clusters Score -8972979 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -8973271.000000 Penalty: 5355.210938
	Iteration 15Q: 3 clusters Score -8973271 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -8973533.000000 Penalty: 5355.210938
	Iteration 16Q: 3 clusters Score -8973533 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -8973785.000000 Penalty: 5355.210938
	Iteration 17Q: 3 clusters Score -8973785 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -8973995.000000 Penalty: 5355.210938
	Iteration 18Q: 3 clusters Score -8973995 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -8974196.000000 Penalty: 5355.210938
	Iteration 19Q: 3 clusters Score -8974196 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 32364 members 
Entering Unmasked Estep 
Score: -8974394.000000 Penalty: 5355.210938
	Iteration 20F: 3 clusters Score -8974394 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -8974537.000000 Penalty: 5355.210938
	Iteration 21Q: 3 clusters Score -8974537 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -8974682.000000 Penalty: 5355.210938
	Iteration 22Q: 3 clusters Score -8974682 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -8974842.000000 Penalty: 5355.210938
	Iteration 23Q: 3 clusters Score -8974842 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -8975032.000000 Penalty: 5355.210938
	Iteration 24Q: 3 clusters Score -8975032 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -8975136.000000 Penalty: 5355.210938
	Iteration 25Q: 3 clusters Score -8975136 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 35936 members 
Entering Unmasked Estep 
Score: -8975302.000000 Penalty: 5355.210938
	Iteration 26Q: 3 clusters Score -8975302 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
Score: -8975444.000000 Penalty: 5355.210938
	Iteration 27Q: 3 clusters Score -8975444 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -8975605.000000 Penalty: 5355.210938
	Iteration 28Q: 3 clusters Score -8975605 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -8975703.000000 Penalty: 5355.210938
	Iteration 29Q: 3 clusters Score -8975703 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -8975832.000000 Penalty: 5355.210938
	Iteration 30Q: 3 clusters Score -8975832 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -8975953.000000 Penalty: 5355.210938
	Iteration 31Q: 3 clusters Score -8975953 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -8976072.000000 Penalty: 5355.210938
	Iteration 32Q: 3 clusters Score -8976072 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -8976161.000000 Penalty: 5355.210938
	Iteration 33Q: 3 clusters Score -8976161 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -8976230.000000 Penalty: 5355.210938
	Iteration 34Q: 3 clusters Score -8976230 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 42219 members 
Entering Unmasked Estep 
Score: -8976206.000000 Penalty: 5355.210938
	Iteration 35Q: 3 clusters Score -8976206 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -8976154.000000 Penalty: 5355.210938
	Iteration 36Q: 3 clusters Score -8976154 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 43704 members 
Entering Unmasked Estep 
Score: -8976024.000000 Penalty: 5355.210938
	Iteration 37Q: 3 clusters Score -8976024 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -8975783.000000 Penalty: 5355.210938
	Iteration 38Q: 3 clusters Score -8975783 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 45000 members 
Entering Unmasked Estep 
Score: -8975498.000000 Penalty: 5355.210938
	Iteration 39Q: 3 clusters Score -8975498 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 45454 members 
Entering Unmasked Estep 
Score: -8975413.000000 Penalty: 5355.210938
	Iteration 40F: 3 clusters Score -8975413 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 46071 members 
Entering Unmasked Estep 
Score: -8975106.000000 Penalty: 5355.210938
	Iteration 41Q: 3 clusters Score -8975106 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 46555 members 
Entering Unmasked Estep 
Score: -8974870.000000 Penalty: 5355.210938
	Iteration 42Q: 3 clusters Score -8974870 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 46920 members 
Entering Unmasked Estep 
Score: -8974623.000000 Penalty: 5355.210938
	Iteration 43Q: 3 clusters Score -8974623 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 47189 members 
Entering Unmasked Estep 
Score: -8974525.000000 Penalty: 5355.210938
	Iteration 44Q: 3 clusters Score -8974525 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 47400 members 
Entering Unmasked Estep 
Score: -8974419.000000 Penalty: 5355.210938
	Iteration 45Q: 3 clusters Score -8974419 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 47577 members 
Entering Unmasked Estep 
Score: -8974350.000000 Penalty: 5355.210938
	Iteration 46Q: 3 clusters Score -8974350 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -8974283.000000 Penalty: 5355.210938
	Iteration 47Q: 3 clusters Score -8974283 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 47797 members 
Entering Unmasked Estep 
Score: -8974253.000000 Penalty: 5355.210938
	Iteration 48Q: 3 clusters Score -8974253 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 47871 members 
Entering Unmasked Estep 
Score: -8974222.000000 Penalty: 5355.210938
	Iteration 49Q: 3 clusters Score -8974222 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 47925 members 
Entering Unmasked Estep 
Score: -8974204.000000 Penalty: 5355.210938
	Iteration 50Q: 3 clusters Score -8974204 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 47967 members 
Entering Unmasked Estep 
Score: -8974193.000000 Penalty: 5355.210938
	Iteration 51Q: 3 clusters Score -8974193 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 48003 members 
Entering Unmasked Estep 
Score: -8974203.000000 Penalty: 5355.210938
	Iteration 52Q: 3 clusters Score -8974203 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 48036 members 
Entering Unmasked Estep 
Score: -8974182.000000 Penalty: 5355.210938
	Iteration 53Q: 3 clusters Score -8974182 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 48062 members 
Entering Unmasked Estep 
Score: -8974150.000000 Penalty: 5355.210938
	Iteration 54Q: 3 clusters Score -8974150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 48084 members 
Entering Unmasked Estep 
Score: -8974160.000000 Penalty: 5355.210938
	Iteration 55Q: 3 clusters Score -8974160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 48101 members 
Entering Unmasked Estep 
Score: -8974148.000000 Penalty: 5355.210938
	Iteration 56Q: 3 clusters Score -8974148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 48113 members 
Entering Unmasked Estep 
Score: -8974138.000000 Penalty: 5355.210938
	Iteration 57Q: 3 clusters Score -8974138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 48125 members 
Entering Unmasked Estep 
Score: -8974126.000000 Penalty: 5355.210938
	Iteration 58Q: 3 clusters Score -8974126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 48133 members 
Entering Unmasked Estep 
Score: -8974128.000000 Penalty: 5355.210938
	Iteration 59Q: 3 clusters Score -8974128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 48138 members 
Entering Unmasked Estep 
Score: -8974123.000000 Penalty: 5355.210938
	Iteration 60F: 3 clusters Score -8974123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 48145 members 
Entering Unmasked Estep 
Score: -8974123.000000 Penalty: 5355.210938
	Iteration 61Q: 3 clusters Score -8974123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 48151 members 
Entering Unmasked Estep 
Score: -8974123.000000 Penalty: 5355.210938
	Iteration 62Q: 3 clusters Score -8974123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 48157 members 
Entering Unmasked Estep 
Score: -8974116.000000 Penalty: 5355.210938
	Iteration 63Q: 3 clusters Score -8974116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 48160 members 
Entering Unmasked Estep 
Score: -8974107.000000 Penalty: 5355.210938
	Iteration 64Q: 3 clusters Score -8974107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 48162 members 
Entering Unmasked Estep 
Score: -8974115.000000 Penalty: 5355.210938
	Iteration 65Q: 3 clusters Score -8974115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 48166 members 
Entering Unmasked Estep 
Score: -8974113.000000 Penalty: 5355.210938
	Iteration 66Q: 3 clusters Score -8974113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 48169 members 
Entering Unmasked Estep 
Score: -8974119.000000 Penalty: 5355.210938
	Iteration 67Q: 3 clusters Score -8974119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 48173 members 
Entering Unmasked Estep 
Score: -8974117.000000 Penalty: 5355.210938
	Iteration 68Q: 3 clusters Score -8974117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 48177 members 
Entering Unmasked Estep 
Score: -8974108.000000 Penalty: 5355.210938
	Iteration 69Q: 3 clusters Score -8974108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 48178 members 
Entering Unmasked Estep 
Score: -8974113.000000 Penalty: 5355.210938
	Iteration 70Q: 3 clusters Score -8974113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 48180 members 
Entering Unmasked Estep 
Score: -8974107.000000 Penalty: 5355.210938
	Iteration 71Q: 3 clusters Score -8974107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 48183 members 
Entering Unmasked Estep 
Score: -8974107.000000 Penalty: 5355.210938
	Iteration 72Q: 3 clusters Score -8974107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 48187 members 
Entering Unmasked Estep 
Score: -8974113.000000 Penalty: 5355.210938
	Iteration 73Q: 3 clusters Score -8974113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 48191 members 
Entering Unmasked Estep 
Score: -8974112.000000 Penalty: 5355.210938
	Iteration 74Q: 3 clusters Score -8974112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 48193 members 
Entering Unmasked Estep 
Score: -8974106.000000 Penalty: 5355.210938
	Iteration 75Q: 3 clusters Score -8974106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 48197 members 
Entering Unmasked Estep 
Score: -8974108.000000 Penalty: 5355.210938
	Iteration 76Q: 3 clusters Score -8974108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 48200 members 
Entering Unmasked Estep 
Score: -8974104.000000 Penalty: 5355.210938
	Iteration 77Q: 3 clusters Score -8974104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 48204 members 
Entering Unmasked Estep 
Score: -8974102.000000 Penalty: 5355.210938
	Iteration 78Q: 3 clusters Score -8974102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 48204 members 
Entering Unmasked Estep 
Score: -8974102.000000 Penalty: 5355.210938
	Iteration 79F: 3 clusters Score -8974102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Entering Unmasked Estep 
Score: -5260326.000000 Penalty: 2553.257812
	Iteration 0F: 2 clusters Score -5260326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -5240237.000000 Penalty: 5106.515625
	Iteration 0F: 3 clusters Score -5240237 nChanged 13337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -5247254.000000 Penalty: 5106.515625
	Iteration 1F: 3 clusters Score -5247254 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -5247743.000000 Penalty: 5106.515625
	Iteration 2Q: 3 clusters Score -5247743 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -5248196.000000 Penalty: 5106.515625
	Iteration 3Q: 3 clusters Score -5248196 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -5248620.000000 Penalty: 5106.515625
	Iteration 4Q: 3 clusters Score -5248620 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15917 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -5249002.000000 Penalty: 5106.515625
	Iteration 5Q: 3 clusters Score -5249002 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -5249393.000000 Penalty: 5106.515625
	Iteration 6Q: 3 clusters Score -5249393 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -5249861.500000 Penalty: 5106.515625
	Iteration 7Q: 3 clusters Score -5249862 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -5250468.000000 Penalty: 5106.515625
	Iteration 8Q: 3 clusters Score -5250468 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -5251196.500000 Penalty: 5106.515625
	Iteration 9Q: 3 clusters Score -5251196 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -5252300.000000 Penalty: 5106.515625
	Iteration 10F: 3 clusters Score -5252300 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -5253645.500000 Penalty: 5106.515625
	Iteration 11F: 3 clusters Score -5253646 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -5255103.500000 Penalty: 5106.515625
	Iteration 12F: 3 clusters Score -5255104 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -5256510.500000 Penalty: 5106.515625
	Iteration 13Q: 3 clusters Score -5256510 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -5257480.000000 Penalty: 5106.515625
	Iteration 14Q: 3 clusters Score -5257480 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -5257999.500000 Penalty: 5106.515625
	Iteration 15Q: 3 clusters Score -5258000 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -5258242.500000 Penalty: 5106.515625
	Iteration 16Q: 3 clusters Score -5258242 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27922 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -5258362.000000 Penalty: 5106.515625
	Iteration 17Q: 3 clusters Score -5258362 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -5258447.500000 Penalty: 5106.515625
	Iteration 18Q: 3 clusters Score -5258448 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -5258484.000000 Penalty: 5106.515625
	Iteration 19Q: 3 clusters Score -5258484 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -5258502.500000 Penalty: 5106.515625
	Iteration 20F: 3 clusters Score -5258502 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -5258549.000000 Penalty: 5106.515625
	Iteration 21Q: 3 clusters Score -5258549 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -5258569.500000 Penalty: 5106.515625
	Iteration 22Q: 3 clusters Score -5258570 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28290 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -5258581.500000 Penalty: 5106.515625
	Iteration 23Q: 3 clusters Score -5258582 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28312 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -5258579.500000 Penalty: 5106.515625
	Iteration 24Q: 3 clusters Score -5258580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28332 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -5258597.000000 Penalty: 5106.515625
	Iteration 25Q: 3 clusters Score -5258597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -5258602.000000 Penalty: 5106.515625
	Iteration 26Q: 3 clusters Score -5258602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -5258605.500000 Penalty: 5106.515625
	Iteration 27Q: 3 clusters Score -5258606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28365 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -5258606.000000 Penalty: 5106.515625
	Iteration 28Q: 3 clusters Score -5258606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28370 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -5258608.500000 Penalty: 5106.515625
	Iteration 29Q: 3 clusters Score -5258608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -5258608.000000 Penalty: 5106.515625
	Iteration 30Q: 3 clusters Score -5258608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -5258611.000000 Penalty: 5106.515625
	Iteration 31Q: 3 clusters Score -5258611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -5258609.000000 Penalty: 5106.515625
	Iteration 32Q: 3 clusters Score -5258609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -5258610.000000 Penalty: 5106.515625
	Iteration 33Q: 3 clusters Score -5258610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -5258610.500000 Penalty: 5106.515625
	Iteration 34Q: 3 clusters Score -5258610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -5258615.500000 Penalty: 5106.515625
	Iteration 35Q: 3 clusters Score -5258616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -5258605.500000 Penalty: 5106.515625
	Iteration 36Q: 3 clusters Score -5258606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -5258608.500000 Penalty: 5106.515625
	Iteration 37Q: 3 clusters Score -5258608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -5258618.500000 Penalty: 5106.515625
	Iteration 38Q: 3 clusters Score -5258618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -5258612.500000 Penalty: 5106.515625
	Iteration 39Q: 3 clusters Score -5258612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -5258608.500000 Penalty: 5106.515625
	Iteration 40F: 3 clusters Score -5258608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -5258607.500000 Penalty: 5106.515625
	Iteration 41Q: 3 clusters Score -5258608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5258606.000000 Penalty: 5106.515625
	Iteration 42Q: 3 clusters Score -5258606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5258606.000000 Penalty: 5106.515625
	Iteration 43F: 3 clusters Score -5258606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44073 members 
Entering Unmasked Estep 
Score: -8016393.500000 Penalty: 2652.013428
	Iteration 0F: 2 clusters Score -8016394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -7987275.500000 Penalty: 5304.026855
	Iteration 0F: 3 clusters Score -7987276 nChanged 20298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -7998840.500000 Penalty: 5304.026855
	Iteration 1F: 3 clusters Score -7998840 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -8000023.000000 Penalty: 5304.026855
	Iteration 2F: 3 clusters Score -8000023 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -8001696.000000 Penalty: 5304.026855
	Iteration 3F: 3 clusters Score -8001696 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -8003683.500000 Penalty: 5304.026855
	Iteration 4F: 3 clusters Score -8003684 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -8006141.500000 Penalty: 5304.026855
	Iteration 5F: 3 clusters Score -8006142 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -8008825.000000 Penalty: 5304.026855
	Iteration 6F: 3 clusters Score -8008825 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -8011423.000000 Penalty: 5304.026855
	Iteration 7F: 3 clusters Score -8011423 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -8013282.500000 Penalty: 5304.026855
	Iteration 8Q: 3 clusters Score -8013282 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -8014236.500000 Penalty: 5304.026855
	Iteration 9Q: 3 clusters Score -8014236 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39007 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -8014688.000000 Penalty: 5304.026855
	Iteration 10Q: 3 clusters Score -8014688 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -8014945.500000 Penalty: 5304.026855
	Iteration 11Q: 3 clusters Score -8014946 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -8015089.000000 Penalty: 5304.026855
	Iteration 12Q: 3 clusters Score -8015089 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -8015210.000000 Penalty: 5304.026855
	Iteration 13Q: 3 clusters Score -8015210 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -8015240.500000 Penalty: 5304.026855
	Iteration 14Q: 3 clusters Score -8015240 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -8015265.000000 Penalty: 5304.026855
	Iteration 15Q: 3 clusters Score -8015265 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -8015312.500000 Penalty: 5304.026855
	Iteration 16Q: 3 clusters Score -8015312 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -8015350.000000 Penalty: 5304.026855
	Iteration 17Q: 3 clusters Score -8015350 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41047 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -8015354.000000 Penalty: 5304.026855
	Iteration 18Q: 3 clusters Score -8015354 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -8015366.000000 Penalty: 5304.026855
	Iteration 19Q: 3 clusters Score -8015366 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41341 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -8015408.000000 Penalty: 5304.026855
	Iteration 20F: 3 clusters Score -8015408 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -8015399.000000 Penalty: 5304.026855
	Iteration 21Q: 3 clusters Score -8015399 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -8015405.500000 Penalty: 5304.026855
	Iteration 22Q: 3 clusters Score -8015406 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -8015384.000000 Penalty: 5304.026855
	Iteration 23Q: 3 clusters Score -8015384 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -8015395.500000 Penalty: 5304.026855
	Iteration 24Q: 3 clusters Score -8015396 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41801 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -8015378.500000 Penalty: 5304.026855
	Iteration 25Q: 3 clusters Score -8015378 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -8015373.000000 Penalty: 5304.026855
	Iteration 26Q: 3 clusters Score -8015373 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41909 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -8015360.500000 Penalty: 5304.026855
	Iteration 27Q: 3 clusters Score -8015360 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -8015369.000000 Penalty: 5304.026855
	Iteration 28Q: 3 clusters Score -8015369 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41979 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -8015375.000000 Penalty: 5304.026855
	Iteration 29Q: 3 clusters Score -8015375 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -8015379.500000 Penalty: 5304.026855
	Iteration 30Q: 3 clusters Score -8015380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -8015373.500000 Penalty: 5304.026855
	Iteration 31Q: 3 clusters Score -8015374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42043 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -8015366.500000 Penalty: 5304.026855
	Iteration 32Q: 3 clusters Score -8015366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -8015365.500000 Penalty: 5304.026855
	Iteration 33Q: 3 clusters Score -8015366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -8015359.000000 Penalty: 5304.026855
	Iteration 34Q: 3 clusters Score -8015359 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -8015343.000000 Penalty: 5304.026855
	Iteration 35Q: 3 clusters Score -8015343 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42114 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -8015346.500000 Penalty: 5304.026855
	Iteration 36Q: 3 clusters Score -8015346 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -8015342.000000 Penalty: 5304.026855
	Iteration 37Q: 3 clusters Score -8015342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -8015338.000000 Penalty: 5304.026855
	Iteration 38Q: 3 clusters Score -8015338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -8015345.000000 Penalty: 5304.026855
	Iteration 39Q: 3 clusters Score -8015345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42180 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -8015344.500000 Penalty: 5304.026855
	Iteration 40F: 3 clusters Score -8015344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42187 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -8015336.000000 Penalty: 5304.026855
	Iteration 41Q: 3 clusters Score -8015336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -8015337.500000 Penalty: 5304.026855
	Iteration 42Q: 3 clusters Score -8015338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -8015333.500000 Penalty: 5304.026855
	Iteration 43Q: 3 clusters Score -8015334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -8015336.000000 Penalty: 5304.026855
	Iteration 44Q: 3 clusters Score -8015336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -8015334.000000 Penalty: 5304.026855
	Iteration 45Q: 3 clusters Score -8015334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -8015333.000000 Penalty: 5304.026855
	Iteration 46Q: 3 clusters Score -8015333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -8015333.500000 Penalty: 5304.026855
	Iteration 47Q: 3 clusters Score -8015334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -8015333.500000 Penalty: 5304.026855
	Iteration 48F: 3 clusters Score -8015334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Entering Unmasked Estep 
Score: -7686526.500000 Penalty: 2641.008301
	Iteration 0F: 2 clusters Score -7686526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -7657985.000000 Penalty: 5282.016602
	Iteration 0F: 3 clusters Score -7657985 nChanged 19300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -7668506.000000 Penalty: 5282.016602
	Iteration 1F: 3 clusters Score -7668506 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -7669053.500000 Penalty: 5282.016602
	Iteration 2Q: 3 clusters Score -7669054 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -7669596.000000 Penalty: 5282.016602
	Iteration 3Q: 3 clusters Score -7669596 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -7670267.500000 Penalty: 5282.016602
	Iteration 4Q: 3 clusters Score -7670268 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -7671140.500000 Penalty: 5282.016602
	Iteration 5Q: 3 clusters Score -7671140 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -7672315.000000 Penalty: 5282.016602
	Iteration 6F: 3 clusters Score -7672315 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -7673770.000000 Penalty: 5282.016602
	Iteration 7F: 3 clusters Score -7673770 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -7675705.500000 Penalty: 5282.016602
	Iteration 8F: 3 clusters Score -7675706 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -7677938.000000 Penalty: 5282.016602
	Iteration 9F: 3 clusters Score -7677938 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -7680304.500000 Penalty: 5282.016602
	Iteration 10F: 3 clusters Score -7680304 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -7681927.500000 Penalty: 5282.016602
	Iteration 11F: 3 clusters Score -7681928 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -7682650.500000 Penalty: 5282.016602
	Iteration 12Q: 3 clusters Score -7682650 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -7683039.000000 Penalty: 5282.016602
	Iteration 13Q: 3 clusters Score -7683039 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -7683279.000000 Penalty: 5282.016602
	Iteration 14Q: 3 clusters Score -7683279 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -7683517.000000 Penalty: 5282.016602
	Iteration 15Q: 3 clusters Score -7683517 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -7683651.000000 Penalty: 5282.016602
	Iteration 16Q: 3 clusters Score -7683651 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -7683756.500000 Penalty: 5282.016602
	Iteration 17Q: 3 clusters Score -7683756 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -7683853.500000 Penalty: 5282.016602
	Iteration 18Q: 3 clusters Score -7683854 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -7683920.500000 Penalty: 5282.016602
	Iteration 19Q: 3 clusters Score -7683920 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 32378 members 
Entering Unmasked Estep 
Score: -7683999.000000 Penalty: 5282.016602
	Iteration 20F: 3 clusters Score -7683999 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -7684069.000000 Penalty: 5282.016602
	Iteration 21Q: 3 clusters Score -7684069 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -7684115.000000 Penalty: 5282.016602
	Iteration 22Q: 3 clusters Score -7684115 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -7684149.000000 Penalty: 5282.016602
	Iteration 23Q: 3 clusters Score -7684149 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -7684184.500000 Penalty: 5282.016602
	Iteration 24Q: 3 clusters Score -7684184 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -7684197.000000 Penalty: 5282.016602
	Iteration 25Q: 3 clusters Score -7684197 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -7684209.000000 Penalty: 5282.016602
	Iteration 26Q: 3 clusters Score -7684209 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -7684250.500000 Penalty: 5282.016602
	Iteration 27Q: 3 clusters Score -7684250 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -7684279.500000 Penalty: 5282.016602
	Iteration 28Q: 3 clusters Score -7684280 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -7684287.500000 Penalty: 5282.016602
	Iteration 29Q: 3 clusters Score -7684288 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 34176 members 
Entering Unmasked Estep 
Score: -7684291.000000 Penalty: 5282.016602
	Iteration 30Q: 3 clusters Score -7684291 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -7684322.500000 Penalty: 5282.016602
	Iteration 31Q: 3 clusters Score -7684322 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 34332 members 
Entering Unmasked Estep 
Score: -7684366.500000 Penalty: 5282.016602
	Iteration 32Q: 3 clusters Score -7684366 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 34387 members 
Entering Unmasked Estep 
Score: -7684370.000000 Penalty: 5282.016602
	Iteration 33Q: 3 clusters Score -7684370 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -7684381.500000 Penalty: 5282.016602
	Iteration 34Q: 3 clusters Score -7684382 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -7684393.000000 Penalty: 5282.016602
	Iteration 35Q: 3 clusters Score -7684393 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -7684402.500000 Penalty: 5282.016602
	Iteration 36Q: 3 clusters Score -7684402 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
Score: -7684407.000000 Penalty: 5282.016602
	Iteration 37Q: 3 clusters Score -7684407 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -7684419.000000 Penalty: 5282.016602
	Iteration 38Q: 3 clusters Score -7684419 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -7684419.000000 Penalty: 5282.016602
	Iteration 39Q: 3 clusters Score -7684419 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -7684410.000000 Penalty: 5282.016602
	Iteration 40F: 3 clusters Score -7684410 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -7684422.500000 Penalty: 5282.016602
	Iteration 41Q: 3 clusters Score -7684422 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 34783 members 
Entering Unmasked Estep 
Score: -7684430.000000 Penalty: 5282.016602
	Iteration 42Q: 3 clusters Score -7684430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 34808 members 
Entering Unmasked Estep 
Score: -7684438.000000 Penalty: 5282.016602
	Iteration 43Q: 3 clusters Score -7684438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 34832 members 
Entering Unmasked Estep 
Score: -7684441.000000 Penalty: 5282.016602
	Iteration 44Q: 3 clusters Score -7684441 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 34863 members 
Entering Unmasked Estep 
Score: -7684448.000000 Penalty: 5282.016602
	Iteration 45Q: 3 clusters Score -7684448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 34887 members 
Entering Unmasked Estep 
Score: -7684458.000000 Penalty: 5282.016602
	Iteration 46Q: 3 clusters Score -7684458 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -7684464.000000 Penalty: 5282.016602
	Iteration 47Q: 3 clusters Score -7684464 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -7684468.500000 Penalty: 5282.016602
	Iteration 48Q: 3 clusters Score -7684468 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -7684482.500000 Penalty: 5282.016602
	Iteration 49Q: 3 clusters Score -7684482 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 35000 members 
Entering Unmasked Estep 
Score: -7684494.000000 Penalty: 5282.016602
	Iteration 50Q: 3 clusters Score -7684494 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -7684499.000000 Penalty: 5282.016602
	Iteration 51Q: 3 clusters Score -7684499 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -7684503.000000 Penalty: 5282.016602
	Iteration 52Q: 3 clusters Score -7684503 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 35075 members 
Entering Unmasked Estep 
Score: -7684513.500000 Penalty: 5282.016602
	Iteration 53Q: 3 clusters Score -7684514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 35096 members 
Entering Unmasked Estep 
Score: -7684512.500000 Penalty: 5282.016602
	Iteration 54Q: 3 clusters Score -7684512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -7684516.000000 Penalty: 5282.016602
	Iteration 55Q: 3 clusters Score -7684516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -7684516.000000 Penalty: 5282.016602
	Iteration 56Q: 3 clusters Score -7684516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -7684516.500000 Penalty: 5282.016602
	Iteration 57Q: 3 clusters Score -7684516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
Score: -7684533.500000 Penalty: 5282.016602
	Iteration 58Q: 3 clusters Score -7684534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 35166 members 
Entering Unmasked Estep 
Score: -7684531.000000 Penalty: 5282.016602
	Iteration 59Q: 3 clusters Score -7684531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -7684536.500000 Penalty: 5282.016602
	Iteration 60F: 3 clusters Score -7684536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -7684532.000000 Penalty: 5282.016602
	Iteration 61Q: 3 clusters Score -7684532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -7684538.500000 Penalty: 5282.016602
	Iteration 62Q: 3 clusters Score -7684538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -7684541.500000 Penalty: 5282.016602
	Iteration 63Q: 3 clusters Score -7684542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 35199 members 
Entering Unmasked Estep 
Score: -7684531.500000 Penalty: 5282.016602
	Iteration 64Q: 3 clusters Score -7684532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -7684533.000000 Penalty: 5282.016602
	Iteration 65Q: 3 clusters Score -7684533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -7684534.000000 Penalty: 5282.016602
	Iteration 66Q: 3 clusters Score -7684534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 35225 members 
Entering Unmasked Estep 
Score: -7684532.500000 Penalty: 5282.016602
	Iteration 67Q: 3 clusters Score -7684532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -7684527.000000 Penalty: 5282.016602
	Iteration 68Q: 3 clusters Score -7684527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 35235 members 
Entering Unmasked Estep 
Score: -7684533.500000 Penalty: 5282.016602
	Iteration 69Q: 3 clusters Score -7684534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -7684534.500000 Penalty: 5282.016602
	Iteration 70Q: 3 clusters Score -7684534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -7684527.500000 Penalty: 5282.016602
	Iteration 71Q: 3 clusters Score -7684528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -7684530.500000 Penalty: 5282.016602
	Iteration 72Q: 3 clusters Score -7684530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -7684530.000000 Penalty: 5282.016602
	Iteration 73Q: 3 clusters Score -7684530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -7684539.500000 Penalty: 5282.016602
	Iteration 74Q: 3 clusters Score -7684540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -7684535.500000 Penalty: 5282.016602
	Iteration 75Q: 3 clusters Score -7684536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -7684535.500000 Penalty: 5282.016602
	Iteration 76Q: 3 clusters Score -7684536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -7684536.500000 Penalty: 5282.016602
	Iteration 77Q: 3 clusters Score -7684536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 35291 members 
Entering Unmasked Estep 
Score: -7684552.000000 Penalty: 5282.016602
	Iteration 78Q: 3 clusters Score -7684552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -7684557.000000 Penalty: 5282.016602
	Iteration 79Q: 3 clusters Score -7684557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -7684551.500000 Penalty: 5282.016602
	Iteration 80F: 3 clusters Score -7684552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -7684544.500000 Penalty: 5282.016602
	Iteration 81Q: 3 clusters Score -7684544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -7684548.000000 Penalty: 5282.016602
	Iteration 82Q: 3 clusters Score -7684548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -7684548.000000 Penalty: 5282.016602
	Iteration 83F: 3 clusters Score -7684548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Entering Unmasked Estep 
Score: -7904390.000000 Penalty: 2647.109131
	Iteration 0F: 2 clusters Score -7904390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -7875532.500000 Penalty: 5294.218262
	Iteration 0F: 3 clusters Score -7875532 nChanged 19897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -7886701.500000 Penalty: 5294.218262
	Iteration 1F: 3 clusters Score -7886702 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -7887373.500000 Penalty: 5294.218262
	Iteration 2Q: 3 clusters Score -7887374 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -7888210.000000 Penalty: 5294.218262
	Iteration 3Q: 3 clusters Score -7888210 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -7889244.000000 Penalty: 5294.218262
	Iteration 4F: 3 clusters Score -7889244 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -7890653.500000 Penalty: 5294.218262
	Iteration 5F: 3 clusters Score -7890654 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -7892594.000000 Penalty: 5294.218262
	Iteration 6F: 3 clusters Score -7892594 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -7894993.500000 Penalty: 5294.218262
	Iteration 7F: 3 clusters Score -7894994 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -7897592.000000 Penalty: 5294.218262
	Iteration 8F: 3 clusters Score -7897592 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -7899477.500000 Penalty: 5294.218262
	Iteration 9F: 3 clusters Score -7899478 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34397 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -7900476.000000 Penalty: 5294.218262
	Iteration 10Q: 3 clusters Score -7900476 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -7901006.500000 Penalty: 5294.218262
	Iteration 11Q: 3 clusters Score -7901006 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35778 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -7901312.000000 Penalty: 5294.218262
	Iteration 12Q: 3 clusters Score -7901312 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -7901544.000000 Penalty: 5294.218262
	Iteration 13Q: 3 clusters Score -7901544 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -7901738.000000 Penalty: 5294.218262
	Iteration 14Q: 3 clusters Score -7901738 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -7901903.000000 Penalty: 5294.218262
	Iteration 15Q: 3 clusters Score -7901903 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -7902053.500000 Penalty: 5294.218262
	Iteration 16Q: 3 clusters Score -7902054 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -7902145.500000 Penalty: 5294.218262
	Iteration 17Q: 3 clusters Score -7902146 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -7902219.500000 Penalty: 5294.218262
	Iteration 18Q: 3 clusters Score -7902220 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -7902309.000000 Penalty: 5294.218262
	Iteration 19Q: 3 clusters Score -7902309 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38753 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -7902386.000000 Penalty: 5294.218262
	Iteration 20F: 3 clusters Score -7902386 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -7902486.500000 Penalty: 5294.218262
	Iteration 21Q: 3 clusters Score -7902486 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -7902557.000000 Penalty: 5294.218262
	Iteration 22Q: 3 clusters Score -7902557 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -7902623.000000 Penalty: 5294.218262
	Iteration 23Q: 3 clusters Score -7902623 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -7902688.500000 Penalty: 5294.218262
	Iteration 24Q: 3 clusters Score -7902688 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -7902716.500000 Penalty: 5294.218262
	Iteration 25Q: 3 clusters Score -7902716 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -7902749.500000 Penalty: 5294.218262
	Iteration 26Q: 3 clusters Score -7902750 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -7902784.500000 Penalty: 5294.218262
	Iteration 27Q: 3 clusters Score -7902784 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40185 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -7902800.500000 Penalty: 5294.218262
	Iteration 28Q: 3 clusters Score -7902800 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -7902841.000000 Penalty: 5294.218262
	Iteration 29Q: 3 clusters Score -7902841 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -7902849.500000 Penalty: 5294.218262
	Iteration 30Q: 3 clusters Score -7902850 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -7902857.500000 Penalty: 5294.218262
	Iteration 31Q: 3 clusters Score -7902858 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -7902863.500000 Penalty: 5294.218262
	Iteration 32Q: 3 clusters Score -7902864 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -7902872.500000 Penalty: 5294.218262
	Iteration 33Q: 3 clusters Score -7902872 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40582 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -7902894.000000 Penalty: 5294.218262
	Iteration 34Q: 3 clusters Score -7902894 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40646 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -7902921.500000 Penalty: 5294.218262
	Iteration 35Q: 3 clusters Score -7902922 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40703 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -7902930.500000 Penalty: 5294.218262
	Iteration 36Q: 3 clusters Score -7902930 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -7902919.000000 Penalty: 5294.218262
	Iteration 37Q: 3 clusters Score -7902919 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -7902910.000000 Penalty: 5294.218262
	Iteration 38Q: 3 clusters Score -7902910 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -7902940.000000 Penalty: 5294.218262
	Iteration 39Q: 3 clusters Score -7902940 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40901 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -7902956.000000 Penalty: 5294.218262
	Iteration 40F: 3 clusters Score -7902956 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40936 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -7902940.000000 Penalty: 5294.218262
	Iteration 41Q: 3 clusters Score -7902940 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -7902944.000000 Penalty: 5294.218262
	Iteration 42Q: 3 clusters Score -7902944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41008 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -7902947.000000 Penalty: 5294.218262
	Iteration 43Q: 3 clusters Score -7902947 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -7902939.000000 Penalty: 5294.218262
	Iteration 44Q: 3 clusters Score -7902939 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41054 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -7902944.500000 Penalty: 5294.218262
	Iteration 45Q: 3 clusters Score -7902944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -7902951.000000 Penalty: 5294.218262
	Iteration 46Q: 3 clusters Score -7902951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -7902960.000000 Penalty: 5294.218262
	Iteration 47Q: 3 clusters Score -7902960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -7902955.000000 Penalty: 5294.218262
	Iteration 48Q: 3 clusters Score -7902955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -7902957.500000 Penalty: 5294.218262
	Iteration 49Q: 3 clusters Score -7902958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -7902950.000000 Penalty: 5294.218262
	Iteration 50Q: 3 clusters Score -7902950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -7902959.000000 Penalty: 5294.218262
	Iteration 51Q: 3 clusters Score -7902959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -7902958.500000 Penalty: 5294.218262
	Iteration 52Q: 3 clusters Score -7902958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41118 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -7902954.000000 Penalty: 5294.218262
	Iteration 53Q: 3 clusters Score -7902954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -7902955.000000 Penalty: 5294.218262
	Iteration 54Q: 3 clusters Score -7902955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41122 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -7902950.500000 Penalty: 5294.218262
	Iteration 55Q: 3 clusters Score -7902950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -7902956.500000 Penalty: 5294.218262
	Iteration 56Q: 3 clusters Score -7902956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -7902954.000000 Penalty: 5294.218262
	Iteration 57Q: 3 clusters Score -7902954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -7902960.500000 Penalty: 5294.218262
	Iteration 58Q: 3 clusters Score -7902960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41131 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -7902958.500000 Penalty: 5294.218262
	Iteration 59Q: 3 clusters Score -7902958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41131 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -7902958.500000 Penalty: 5294.218262
	Iteration 60F: 3 clusters Score -7902958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Entering Unmasked Estep 
Score: -103882.781250 Penalty: 1592.562378
	Iteration 0F: 2 clusters Score -103882.8 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 334 members 
Entering Unmasked Estep 
Score: -102303.734375 Penalty: 3185.124756
	Iteration 0F: 3 clusters Score -102303.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -102652.156250 Penalty: 3185.124756
	Iteration 1F: 3 clusters Score -102652.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -102837.664062 Penalty: 3185.124756
	Iteration 2F: 3 clusters Score -102837.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -103036.656250 Penalty: 3185.124756
	Iteration 3F: 3 clusters Score -103036.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -103207.492188 Penalty: 3185.124756
	Iteration 4F: 3 clusters Score -103207.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -103318.460938 Penalty: 3185.124756
	Iteration 5Q: 3 clusters Score -103318.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -103500.007812 Penalty: 3185.124756
	Iteration 6Q: 3 clusters Score -103500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -103564.296875 Penalty: 3185.124756
	Iteration 7Q: 3 clusters Score -103564.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -103587.093750 Penalty: 3185.124756
	Iteration 8Q: 3 clusters Score -103587.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -103599.789062 Penalty: 3185.124756
	Iteration 9Q: 3 clusters Score -103599.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -103599.789062 Penalty: 3185.124756
	Iteration 10F: 3 clusters Score -103599.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (40687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Entering Unmasked Estep 
Score: -7464023.000000 Penalty: 2632.188477
	Iteration 0F: 2 clusters Score -7464023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -7436857.000000 Penalty: 5264.376953
	Iteration 0F: 3 clusters Score -7436857 nChanged 18502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -7446856.000000 Penalty: 5264.376953
	Iteration 1F: 3 clusters Score -7446856 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -7447439.000000 Penalty: 5264.376953
	Iteration 2Q: 3 clusters Score -7447439 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -7448225.000000 Penalty: 5264.376953
	Iteration 3Q: 3 clusters Score -7448225 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -7449104.500000 Penalty: 5264.376953
	Iteration 4Q: 3 clusters Score -7449104 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -7450116.500000 Penalty: 5264.376953
	Iteration 5Q: 3 clusters Score -7450116 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -7451432.000000 Penalty: 5264.376953
	Iteration 6F: 3 clusters Score -7451432 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -7453206.500000 Penalty: 5264.376953
	Iteration 7F: 3 clusters Score -7453206 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -7455191.500000 Penalty: 5264.376953
	Iteration 8F: 3 clusters Score -7455192 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -7456995.000000 Penalty: 5264.376953
	Iteration 9F: 3 clusters Score -7456995 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -7458039.000000 Penalty: 5264.376953
	Iteration 10Q: 3 clusters Score -7458039 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -7458693.000000 Penalty: 5264.376953
	Iteration 11Q: 3 clusters Score -7458693 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -7459187.000000 Penalty: 5264.376953
	Iteration 12Q: 3 clusters Score -7459187 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -7459592.000000 Penalty: 5264.376953
	Iteration 13Q: 3 clusters Score -7459592 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -7459860.000000 Penalty: 5264.376953
	Iteration 14Q: 3 clusters Score -7459860 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30583 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -7460109.000000 Penalty: 5264.376953
	Iteration 15Q: 3 clusters Score -7460109 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -7460314.000000 Penalty: 5264.376953
	Iteration 16Q: 3 clusters Score -7460314 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -7460474.500000 Penalty: 5264.376953
	Iteration 17Q: 3 clusters Score -7460474 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32209 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -7460618.500000 Penalty: 5264.376953
	Iteration 18Q: 3 clusters Score -7460618 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32669 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -7460745.500000 Penalty: 5264.376953
	Iteration 19Q: 3 clusters Score -7460746 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -7460850.500000 Penalty: 5264.376953
	Iteration 20F: 3 clusters Score -7460850 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -7460920.000000 Penalty: 5264.376953
	Iteration 21Q: 3 clusters Score -7460920 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -7461019.000000 Penalty: 5264.376953
	Iteration 22Q: 3 clusters Score -7461019 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -7461116.000000 Penalty: 5264.376953
	Iteration 23Q: 3 clusters Score -7461116 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -7461248.000000 Penalty: 5264.376953
	Iteration 24Q: 3 clusters Score -7461248 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -7461324.000000 Penalty: 5264.376953
	Iteration 25Q: 3 clusters Score -7461324 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35323 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -7461366.000000 Penalty: 5264.376953
	Iteration 26Q: 3 clusters Score -7461366 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -7461413.000000 Penalty: 5264.376953
	Iteration 27Q: 3 clusters Score -7461413 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -7461500.000000 Penalty: 5264.376953
	Iteration 28Q: 3 clusters Score -7461500 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -7461540.000000 Penalty: 5264.376953
	Iteration 29Q: 3 clusters Score -7461540 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36345 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -7461569.500000 Penalty: 5264.376953
	Iteration 30Q: 3 clusters Score -7461570 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -7461637.000000 Penalty: 5264.376953
	Iteration 31Q: 3 clusters Score -7461637 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36752 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -7461668.500000 Penalty: 5264.376953
	Iteration 32Q: 3 clusters Score -7461668 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -7461722.500000 Penalty: 5264.376953
	Iteration 33Q: 3 clusters Score -7461722 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -7461760.000000 Penalty: 5264.376953
	Iteration 34Q: 3 clusters Score -7461760 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -7461781.500000 Penalty: 5264.376953
	Iteration 35Q: 3 clusters Score -7461782 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -7461810.000000 Penalty: 5264.376953
	Iteration 36Q: 3 clusters Score -7461810 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37592 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -7461851.000000 Penalty: 5264.376953
	Iteration 37Q: 3 clusters Score -7461851 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -7461849.000000 Penalty: 5264.376953
	Iteration 38Q: 3 clusters Score -7461849 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -7461869.500000 Penalty: 5264.376953
	Iteration 39Q: 3 clusters Score -7461870 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -7461887.000000 Penalty: 5264.376953
	Iteration 40F: 3 clusters Score -7461887 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38023 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -7461911.000000 Penalty: 5264.376953
	Iteration 41Q: 3 clusters Score -7461911 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -7461931.000000 Penalty: 5264.376953
	Iteration 42Q: 3 clusters Score -7461931 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -7461962.000000 Penalty: 5264.376953
	Iteration 43Q: 3 clusters Score -7461962 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -7461961.000000 Penalty: 5264.376953
	Iteration 44Q: 3 clusters Score -7461961 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -7461991.000000 Penalty: 5264.376953
	Iteration 45Q: 3 clusters Score -7461991 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -7462015.000000 Penalty: 5264.376953
	Iteration 46Q: 3 clusters Score -7462015 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38509 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -7462024.000000 Penalty: 5264.376953
	Iteration 47Q: 3 clusters Score -7462024 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38570 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -7462028.000000 Penalty: 5264.376953
	Iteration 48Q: 3 clusters Score -7462028 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38627 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -7462035.000000 Penalty: 5264.376953
	Iteration 49Q: 3 clusters Score -7462035 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38676 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -7462035.000000 Penalty: 5264.376953
	Iteration 50Q: 3 clusters Score -7462035 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -7462030.000000 Penalty: 5264.376953
	Iteration 51Q: 3 clusters Score -7462030 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -7462026.500000 Penalty: 5264.376953
	Iteration 52Q: 3 clusters Score -7462026 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38808 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -7462041.500000 Penalty: 5264.376953
	Iteration 53Q: 3 clusters Score -7462042 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -7462061.000000 Penalty: 5264.376953
	Iteration 54Q: 3 clusters Score -7462061 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -7462089.500000 Penalty: 5264.376953
	Iteration 55Q: 3 clusters Score -7462090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38918 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -7462088.500000 Penalty: 5264.376953
	Iteration 56Q: 3 clusters Score -7462088 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38947 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -7462086.000000 Penalty: 5264.376953
	Iteration 57Q: 3 clusters Score -7462086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -7462086.000000 Penalty: 5264.376953
	Iteration 58Q: 3 clusters Score -7462086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -7462103.000000 Penalty: 5264.376953
	Iteration 59Q: 3 clusters Score -7462103 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -7462097.500000 Penalty: 5264.376953
	Iteration 60F: 3 clusters Score -7462098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -7462106.500000 Penalty: 5264.376953
	Iteration 61Q: 3 clusters Score -7462106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -7462097.000000 Penalty: 5264.376953
	Iteration 62Q: 3 clusters Score -7462097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39081 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -7462113.500000 Penalty: 5264.376953
	Iteration 63Q: 3 clusters Score -7462114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -7462109.000000 Penalty: 5264.376953
	Iteration 64Q: 3 clusters Score -7462109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39108 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -7462095.500000 Penalty: 5264.376953
	Iteration 65Q: 3 clusters Score -7462096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -7462116.500000 Penalty: 5264.376953
	Iteration 66Q: 3 clusters Score -7462116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39131 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -7462120.000000 Penalty: 5264.376953
	Iteration 67Q: 3 clusters Score -7462120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39143 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -7462124.500000 Penalty: 5264.376953
	Iteration 68Q: 3 clusters Score -7462124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -7462113.000000 Penalty: 5264.376953
	Iteration 69Q: 3 clusters Score -7462113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -7462122.000000 Penalty: 5264.376953
	Iteration 70Q: 3 clusters Score -7462122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -7462121.000000 Penalty: 5264.376953
	Iteration 71Q: 3 clusters Score -7462121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -7462139.000000 Penalty: 5264.376953
	Iteration 72Q: 3 clusters Score -7462139 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39207 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -7462140.000000 Penalty: 5264.376953
	Iteration 73Q: 3 clusters Score -7462140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -7462139.500000 Penalty: 5264.376953
	Iteration 74Q: 3 clusters Score -7462140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -7462143.500000 Penalty: 5264.376953
	Iteration 75Q: 3 clusters Score -7462144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -7462148.000000 Penalty: 5264.376953
	Iteration 76Q: 3 clusters Score -7462148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -7462160.500000 Penalty: 5264.376953
	Iteration 77Q: 3 clusters Score -7462160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -7462164.500000 Penalty: 5264.376953
	Iteration 78Q: 3 clusters Score -7462164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -7462160.000000 Penalty: 5264.376953
	Iteration 79Q: 3 clusters Score -7462160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -7462152.000000 Penalty: 5264.376953
	Iteration 80F: 3 clusters Score -7462152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -7462148.000000 Penalty: 5264.376953
	Iteration 81Q: 3 clusters Score -7462148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -7462148.000000 Penalty: 5264.376953
	Iteration 82F: 3 clusters Score -7462148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (45805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45805 members 
Entering Unmasked Estep 
Score: -8395074.000000 Penalty: 2661.572754
	Iteration 0F: 2 clusters Score -8395074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -8365658.500000 Penalty: 5323.145508
	Iteration 0F: 3 clusters Score -8365658 nChanged 21149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -8377329.000000 Penalty: 5323.145508
	Iteration 1F: 3 clusters Score -8377329 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -8377837.500000 Penalty: 5323.145508
	Iteration 2Q: 3 clusters Score -8377838 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -8378352.500000 Penalty: 5323.145508
	Iteration 3Q: 3 clusters Score -8378352 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -8378956.500000 Penalty: 5323.145508
	Iteration 4Q: 3 clusters Score -8378956 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -8379665.000000 Penalty: 5323.145508
	Iteration 5Q: 3 clusters Score -8379665 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -8380717.500000 Penalty: 5323.145508
	Iteration 6Q: 3 clusters Score -8380718 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 24338 members 
Entering Unmasked Estep 
Score: -8382121.500000 Penalty: 5323.145508
	Iteration 7F: 3 clusters Score -8382122 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 24905 members 
Entering Unmasked Estep 
Score: -8384167.000000 Penalty: 5323.145508
	Iteration 8F: 3 clusters Score -8384167 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -8386909.000000 Penalty: 5323.145508
	Iteration 9F: 3 clusters Score -8386909 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -8389395.000000 Penalty: 5323.145508
	Iteration 10F: 3 clusters Score -8389395 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -8390665.000000 Penalty: 5323.145508
	Iteration 11F: 3 clusters Score -8390665 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -8391187.000000 Penalty: 5323.145508
	Iteration 12Q: 3 clusters Score -8391187 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -8391337.000000 Penalty: 5323.145508
	Iteration 13Q: 3 clusters Score -8391337 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -8391496.000000 Penalty: 5323.145508
	Iteration 14Q: 3 clusters Score -8391496 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -8391575.000000 Penalty: 5323.145508
	Iteration 15Q: 3 clusters Score -8391575 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -8391705.000000 Penalty: 5323.145508
	Iteration 16Q: 3 clusters Score -8391705 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -8391751.000000 Penalty: 5323.145508
	Iteration 17Q: 3 clusters Score -8391751 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -8391813.000000 Penalty: 5323.145508
	Iteration 18Q: 3 clusters Score -8391813 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -8391864.000000 Penalty: 5323.145508
	Iteration 19Q: 3 clusters Score -8391864 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -8391886.000000 Penalty: 5323.145508
	Iteration 20F: 3 clusters Score -8391886 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -8391911.000000 Penalty: 5323.145508
	Iteration 21Q: 3 clusters Score -8391911 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -8391929.000000 Penalty: 5323.145508
	Iteration 22Q: 3 clusters Score -8391929 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -8391946.000000 Penalty: 5323.145508
	Iteration 23Q: 3 clusters Score -8391946 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -8391950.000000 Penalty: 5323.145508
	Iteration 24Q: 3 clusters Score -8391950 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -8391963.000000 Penalty: 5323.145508
	Iteration 25Q: 3 clusters Score -8391963 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -8391958.000000 Penalty: 5323.145508
	Iteration 26Q: 3 clusters Score -8391958 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -8391960.000000 Penalty: 5323.145508
	Iteration 27Q: 3 clusters Score -8391960 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -8391985.000000 Penalty: 5323.145508
	Iteration 28Q: 3 clusters Score -8391985 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -8391974.000000 Penalty: 5323.145508
	Iteration 29Q: 3 clusters Score -8391974 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -8391983.000000 Penalty: 5323.145508
	Iteration 30Q: 3 clusters Score -8391983 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -8391969.000000 Penalty: 5323.145508
	Iteration 31Q: 3 clusters Score -8391969 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -8391976.000000 Penalty: 5323.145508
	Iteration 32Q: 3 clusters Score -8391976 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -8391968.000000 Penalty: 5323.145508
	Iteration 33Q: 3 clusters Score -8391968 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -8391956.000000 Penalty: 5323.145508
	Iteration 34Q: 3 clusters Score -8391956 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -8391957.000000 Penalty: 5323.145508
	Iteration 35Q: 3 clusters Score -8391957 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -8391967.000000 Penalty: 5323.145508
	Iteration 36Q: 3 clusters Score -8391967 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -8391995.000000 Penalty: 5323.145508
	Iteration 37Q: 3 clusters Score -8391995 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -8391959.000000 Penalty: 5323.145508
	Iteration 38Q: 3 clusters Score -8391959 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -8391965.000000 Penalty: 5323.145508
	Iteration 39Q: 3 clusters Score -8391965 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -8391952.000000 Penalty: 5323.145508
	Iteration 40F: 3 clusters Score -8391952 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8391958 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8391962 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8391966 nChanged 118
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Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8391941 nChanged 138
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Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8391960 nChanged 152
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Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8391971 nChanged 183
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Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8391972 nChanged 158
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Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8391969 nChanged 138
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Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8391975 nChanged 121
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Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8391990 nChanged 127
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Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8391969 nChanged 134
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Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8391982 nChanged 156
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8391987 nChanged 179
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Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8392008 nChanged 173
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Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8392023 nChanged 189
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Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 19780 members 
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Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8392001 nChanged 173
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Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8392009 nChanged 182
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Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8392039 nChanged 193
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Mstep: Class 1 contains 26746 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8392041 nChanged 163
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Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8392036 nChanged 105
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Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8392027 nChanged 112
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Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8392060 nChanged 109
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Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8392078 nChanged 79
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Mstep: Class 1 contains 27308 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27529 members 
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Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27722 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8392075 nChanged 69
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Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 17947 members 
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	Iteration 73Q: 3 clusters Score -8392071 nChanged 68
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Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 17881 members 
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	Iteration 74Q: 3 clusters Score -8392060 nChanged 65
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Mstep: Class 1 contains 28050 members 
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	Iteration 76Q: 3 clusters Score -8392090 nChanged 63
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Mstep: Class 1 contains 28111 members 
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Mstep: Class 1 contains 28164 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8392074 nChanged 63
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Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8392055 nChanged 76
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Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8392067 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 17433 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 28436 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 28486 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8392069 nChanged 44
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Mstep: Class 1 contains 28530 members 
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	Iteration 84Q: 3 clusters Score -8392075 nChanged 40
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Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8392087 nChanged 34
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Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 17201 members 
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	Iteration 86Q: 3 clusters Score -8392084 nChanged 36
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Mstep: Class 1 contains 28640 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8392092 nChanged 46
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	Iteration 88Q: 3 clusters Score -8392088 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 17058 members 
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	Iteration 89Q: 3 clusters Score -8392087 nChanged 64
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8392101 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 16933 members 
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	Iteration 91Q: 3 clusters Score -8392093 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28938 members 
Mstep: Class 2 contains 16867 members 
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Entering Unmasked Mstep 
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	Iteration 93Q: 3 clusters Score -8392096 nChanged 52
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	Iteration 94Q: 3 clusters Score -8392096 nChanged 50
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Mstep: Class 1 contains 29096 members 
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	Iteration 95Q: 3 clusters Score -8392087 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29140 members 
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Mstep: Class 1 contains 29191 members 
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	Iteration 97Q: 3 clusters Score -8392111 nChanged 47
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	Iteration 100F: 3 clusters Score -8392097 nChanged 29
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Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 16460 members 
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	Iteration 101Q: 3 clusters Score -8392097 nChanged 34
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	Iteration 102Q: 3 clusters Score -8392095 nChanged 38
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Mstep: Class 1 contains 29417 members 
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Mstep: Class 1 contains 29466 members 
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	Iteration 104Q: 3 clusters Score -8392096 nChanged 38
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8392093 nChanged 36
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8392108 nChanged 29
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8392113 nChanged 29
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Entering Unmasked Estep 
Score: -8392126.000000 Penalty: 5323.145508
	Iteration 108Q: 3 clusters Score -8392126 nChanged 17
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8392122 nChanged 30
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	Iteration 110Q: 3 clusters Score -8392122 nChanged 24
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	Iteration 111Q: 3 clusters Score -8392113 nChanged 18
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	Iteration 112Q: 3 clusters Score -8392114 nChanged 13
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	Iteration 113Q: 3 clusters Score -8392110 nChanged 16
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	Iteration 114Q: 3 clusters Score -8392096 nChanged 17
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	Iteration 115Q: 3 clusters Score -8392095 nChanged 28
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	Iteration 116Q: 3 clusters Score -8392096 nChanged 29
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	Iteration 117Q: 3 clusters Score -8392090 nChanged 25
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	Iteration 118Q: 3 clusters Score -8392100 nChanged 34
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	Iteration 119Q: 3 clusters Score -8392127 nChanged 58
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	Iteration 120F: 3 clusters Score -8392123 nChanged 45
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	Iteration 121Q: 3 clusters Score -8392129 nChanged 41
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	Iteration 122Q: 3 clusters Score -8392135 nChanged 35
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	Iteration 123Q: 3 clusters Score -8392134 nChanged 35
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8392132 nChanged 39
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	Iteration 125Q: 3 clusters Score -8392144 nChanged 43
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	Iteration 126Q: 3 clusters Score -8392150 nChanged 53
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8392161 nChanged 76
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8392165 nChanged 61
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8392173 nChanged 67
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	Iteration 130Q: 3 clusters Score -8392199 nChanged 70
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8392192 nChanged 72
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8392189 nChanged 70
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8392192 nChanged 82
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Mstep: Class 2 contains 15157 members 
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	Iteration 134Q: 3 clusters Score -8392188 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8392216 nChanged 81
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Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8392230 nChanged 112
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Mstep: Class 1 contains 30904 members 
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	Iteration 137Q: 3 clusters Score -8392229 nChanged 87
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Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8392223 nChanged 107
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Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8392242 nChanged 124
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Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8392249 nChanged 178
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Mstep: Class 1 contains 31390 members 
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	Iteration 141Q: 3 clusters Score -8392260 nChanged 184
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Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8392293 nChanged 190
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Mstep: Class 1 contains 31764 members 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8392331 nChanged 198
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Mstep: Class 1 contains 31956 members 
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8392338 nChanged 240
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Mstep: Class 1 contains 32194 members 
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	Iteration 145Q: 3 clusters Score -8392382 nChanged 214
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	Iteration 146Q: 3 clusters Score -8392414 nChanged 222
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Mstep: Class 1 contains 32618 members 
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	Iteration 147Q: 3 clusters Score -8392429 nChanged 225
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Mstep: Class 1 contains 32839 members 
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	Iteration 148Q: 3 clusters Score -8392462 nChanged 223
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Mstep: Class 1 contains 33042 members 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -8392483 nChanged 217
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Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -8392512 nChanged 211
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Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8392539 nChanged 187
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Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -8392557 nChanged 204
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Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 11980 members 
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	Iteration 153Q: 3 clusters Score -8392608 nChanged 224
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Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -8392637 nChanged 225
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Mstep: Class 1 contains 34258 members 
Mstep: Class 2 contains 11547 members 
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	Iteration 155Q: 3 clusters Score -8392666 nChanged 202
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Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 11345 members 
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	Iteration 156Q: 3 clusters Score -8392688 nChanged 200
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Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 11147 members 
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	Iteration 157Q: 3 clusters Score -8392730 nChanged 198
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Mstep: Class 2 contains 10951 members 
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	Iteration 158Q: 3 clusters Score -8392739 nChanged 179
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Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 10778 members 
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	Iteration 159Q: 3 clusters Score -8392775 nChanged 192
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Mstep: Class 2 contains 10596 members 
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	Iteration 160F: 3 clusters Score -8392814 nChanged 193
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Mstep: Class 2 contains 10409 members 
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Mstep: Class 2 contains 10202 members 
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	Iteration 162Q: 3 clusters Score -8392831 nChanged 185
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Mstep: Class 1 contains 35784 members 
Mstep: Class 2 contains 10021 members 
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	Iteration 163Q: 3 clusters Score -8392871 nChanged 181
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Mstep: Class 2 contains 9846 members 
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	Iteration 164Q: 3 clusters Score -8392908 nChanged 189
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Mstep: Class 2 contains 9661 members 
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	Iteration 165Q: 3 clusters Score -8392916 nChanged 162
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	Iteration 166Q: 3 clusters Score -8392989 nChanged 175
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Mstep: Class 2 contains 9155 members 
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	Iteration 168Q: 3 clusters Score -8393084 nChanged 178
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -8393248 nChanged 119
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	Iteration 174Q: 3 clusters Score -8393267 nChanged 130
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	Iteration 175Q: 3 clusters Score -8393298 nChanged 138
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	Iteration 176Q: 3 clusters Score -8393355 nChanged 149
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	Iteration 177Q: 3 clusters Score -8393382 nChanged 132
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Mstep: Class 2 contains 7698 members 
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	Iteration 178Q: 3 clusters Score -8393420 nChanged 128
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Mstep: Class 2 contains 7572 members 
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	Iteration 179Q: 3 clusters Score -8393460 nChanged 108
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Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 7464 members 
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	Iteration 180F: 3 clusters Score -8393482 nChanged 100
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Mstep: Class 1 contains 38441 members 
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	Iteration 181Q: 3 clusters Score -8393495 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -8393535 nChanged 85
Entering Unmasked Mstep 
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	Iteration 183Q: 3 clusters Score -8393536 nChanged 94
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	Iteration 184Q: 3 clusters Score -8393558 nChanged 84
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	Iteration 185Q: 3 clusters Score -8393568 nChanged 85
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	Iteration 186Q: 3 clusters Score -8393577 nChanged 82
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	Iteration 187Q: 3 clusters Score -8393580 nChanged 85
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	Iteration 188Q: 3 clusters Score -8393562 nChanged 78
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	Iteration 189Q: 3 clusters Score -8393585 nChanged 90
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	Iteration 190Q: 3 clusters Score -8393595 nChanged 86
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -8393619 nChanged 82
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Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -8393621 nChanged 88
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	Iteration 193Q: 3 clusters Score -8393646 nChanged 58
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	Iteration 194Q: 3 clusters Score -8393656 nChanged 42
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	Iteration 195Q: 3 clusters Score -8393671 nChanged 31
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -8393662 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -8393660 nChanged 23
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -8393666 nChanged 30
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -8393669 nChanged 29
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -8393673 nChanged 26
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -8393680 nChanged 19
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	Iteration 202Q: 3 clusters Score -8393682 nChanged 24
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -8393701 nChanged 19
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	Iteration 204Q: 3 clusters Score -8393707 nChanged 21
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	Iteration 205Q: 3 clusters Score -8393695 nChanged 20
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -8393685 nChanged 16
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	Iteration 207Q: 3 clusters Score -8393694 nChanged 18
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Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -8393697 nChanged 16
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -8393687 nChanged 19
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	Iteration 210Q: 3 clusters Score -8393694 nChanged 21
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -8393696 nChanged 32
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Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -8393720 nChanged 43
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Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -8393714 nChanged 45
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Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -8393721 nChanged 47
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	Iteration 215Q: 3 clusters Score -8393738 nChanged 47
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Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -8393741 nChanged 53
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Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -8393747 nChanged 48
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -8393763 nChanged 68
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	Iteration 219Q: 3 clusters Score -8393794 nChanged 53
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Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -8393795 nChanged 53
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Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -8393818 nChanged 64
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Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -8393810 nChanged 70
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Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -8393803 nChanged 79
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Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -8393817 nChanged 70
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Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -8393822 nChanged 78
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Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -8393844 nChanged 59
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Mstep: Class 1 contains 40794 members 
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Entering Unmasked Estep 
Score: -8393841.000000 Penalty: 5323.145508
	Iteration 227Q: 3 clusters Score -8393841 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -8393852 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40936 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -8393867 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -8393885.000000 Penalty: 5323.145508
	Iteration 230Q: 3 clusters Score -8393885 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -8393906.000000 Penalty: 5323.145508
	Iteration 231Q: 3 clusters Score -8393906 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -8393890.000000 Penalty: 5323.145508
	Iteration 232Q: 3 clusters Score -8393890 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -8393937.000000 Penalty: 5323.145508
	Iteration 233Q: 3 clusters Score -8393937 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41476 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -8393938.000000 Penalty: 5323.145508
	Iteration 234Q: 3 clusters Score -8393938 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -8393947.000000 Penalty: 5323.145508
	Iteration 235Q: 3 clusters Score -8393947 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41695 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -8393953.000000 Penalty: 5323.145508
	Iteration 236Q: 3 clusters Score -8393953 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -8393990.000000 Penalty: 5323.145508
	Iteration 237Q: 3 clusters Score -8393990 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -8393999.000000 Penalty: 5323.145508
	Iteration 238Q: 3 clusters Score -8393999 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -8394003.000000 Penalty: 5323.145508
	Iteration 239Q: 3 clusters Score -8394003 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42259 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -8394009.000000 Penalty: 5323.145508
	Iteration 240F: 3 clusters Score -8394009 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42423 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -8393982.000000 Penalty: 5323.145508
	Iteration 241Q: 3 clusters Score -8393982 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -8393952.000000 Penalty: 5323.145508
	Iteration 242Q: 3 clusters Score -8393952 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -8393936.000000 Penalty: 5323.145508
	Iteration 243Q: 3 clusters Score -8393936 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -8393936.000000 Penalty: 5323.145508
	Iteration 244Q: 3 clusters Score -8393936 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -8393926.000000 Penalty: 5323.145508
	Iteration 245Q: 3 clusters Score -8393926 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43251 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -8393921.000000 Penalty: 5323.145508
	Iteration 246Q: 3 clusters Score -8393921 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -8393893.000000 Penalty: 5323.145508
	Iteration 247Q: 3 clusters Score -8393893 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -8393865.000000 Penalty: 5323.145508
	Iteration 248Q: 3 clusters Score -8393865 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43693 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -8393844.000000 Penalty: 5323.145508
	Iteration 249Q: 3 clusters Score -8393844 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -8393837.000000 Penalty: 5323.145508
	Iteration 250Q: 3 clusters Score -8393837 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43936 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -8393811.000000 Penalty: 5323.145508
	Iteration 251Q: 3 clusters Score -8393811 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -8393794.000000 Penalty: 5323.145508
	Iteration 252Q: 3 clusters Score -8393794 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44134 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -8393762.000000 Penalty: 5323.145508
	Iteration 253Q: 3 clusters Score -8393762 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -8393753.000000 Penalty: 5323.145508
	Iteration 254Q: 3 clusters Score -8393753 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -8393707.000000 Penalty: 5323.145508
	Iteration 255Q: 3 clusters Score -8393707 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44374 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -8393672.000000 Penalty: 5323.145508
	Iteration 256Q: 3 clusters Score -8393672 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44434 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -8393659.000000 Penalty: 5323.145508
	Iteration 257Q: 3 clusters Score -8393659 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -8393635.000000 Penalty: 5323.145508
	Iteration 258Q: 3 clusters Score -8393635 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44547 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -8393645.000000 Penalty: 5323.145508
	Iteration 259Q: 3 clusters Score -8393645 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -8393638.000000 Penalty: 5323.145508
	Iteration 260F: 3 clusters Score -8393638 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44611 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -8393629.000000 Penalty: 5323.145508
	Iteration 261Q: 3 clusters Score -8393629 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44638 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -8393624.000000 Penalty: 5323.145508
	Iteration 262Q: 3 clusters Score -8393624 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44658 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -8393622.000000 Penalty: 5323.145508
	Iteration 263Q: 3 clusters Score -8393622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -8393626.000000 Penalty: 5323.145508
	Iteration 264Q: 3 clusters Score -8393626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -8393612.000000 Penalty: 5323.145508
	Iteration 265Q: 3 clusters Score -8393612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -8393595.000000 Penalty: 5323.145508
	Iteration 266Q: 3 clusters Score -8393595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -8393604.000000 Penalty: 5323.145508
	Iteration 267Q: 3 clusters Score -8393604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44735 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -8393584.000000 Penalty: 5323.145508
	Iteration 268Q: 3 clusters Score -8393584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44744 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -8393585.000000 Penalty: 5323.145508
	Iteration 269Q: 3 clusters Score -8393585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -8393602.000000 Penalty: 5323.145508
	Iteration 270Q: 3 clusters Score -8393602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -8393597.000000 Penalty: 5323.145508
	Iteration 271Q: 3 clusters Score -8393597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44783 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -8393590.000000 Penalty: 5323.145508
	Iteration 272Q: 3 clusters Score -8393590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -8393581.000000 Penalty: 5323.145508
	Iteration 273Q: 3 clusters Score -8393581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -8393580.000000 Penalty: 5323.145508
	Iteration 274Q: 3 clusters Score -8393580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -8393578.000000 Penalty: 5323.145508
	Iteration 275Q: 3 clusters Score -8393578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44838 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -8393555.000000 Penalty: 5323.145508
	Iteration 276Q: 3 clusters Score -8393555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44851 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -8393551.000000 Penalty: 5323.145508
	Iteration 277Q: 3 clusters Score -8393551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -8393543.000000 Penalty: 5323.145508
	Iteration 278Q: 3 clusters Score -8393543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -8393542.000000 Penalty: 5323.145508
	Iteration 279Q: 3 clusters Score -8393542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44859 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -8393545.000000 Penalty: 5323.145508
	Iteration 280F: 3 clusters Score -8393545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -8393547.000000 Penalty: 5323.145508
	Iteration 281Q: 3 clusters Score -8393547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44868 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -8393544.000000 Penalty: 5323.145508
	Iteration 282Q: 3 clusters Score -8393544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44873 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -8393540.000000 Penalty: 5323.145508
	Iteration 283Q: 3 clusters Score -8393540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44879 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -8393538.000000 Penalty: 5323.145508
	Iteration 284Q: 3 clusters Score -8393538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44885 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -8393543.000000 Penalty: 5323.145508
	Iteration 285Q: 3 clusters Score -8393543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44886 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -8393544.000000 Penalty: 5323.145508
	Iteration 286Q: 3 clusters Score -8393544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44890 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -8393532.000000 Penalty: 5323.145508
	Iteration 287Q: 3 clusters Score -8393532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44894 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -8393535.000000 Penalty: 5323.145508
	Iteration 288Q: 3 clusters Score -8393535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -8393542.000000 Penalty: 5323.145508
	Iteration 289Q: 3 clusters Score -8393542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8393548.000000 Penalty: 5323.145508
	Iteration 290Q: 3 clusters Score -8393548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44908 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -8393546.000000 Penalty: 5323.145508
	Iteration 291Q: 3 clusters Score -8393546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44914 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -8393543.000000 Penalty: 5323.145508
	Iteration 292Q: 3 clusters Score -8393543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44916 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -8393537.000000 Penalty: 5323.145508
	Iteration 293Q: 3 clusters Score -8393537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -8393540.000000 Penalty: 5323.145508
	Iteration 294Q: 3 clusters Score -8393540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44921 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -8393534.000000 Penalty: 5323.145508
	Iteration 295Q: 3 clusters Score -8393534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44923 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -8393535.000000 Penalty: 5323.145508
	Iteration 296Q: 3 clusters Score -8393535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -8393530.000000 Penalty: 5323.145508
	Iteration 297Q: 3 clusters Score -8393530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44933 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8393525.000000 Penalty: 5323.145508
	Iteration 298Q: 3 clusters Score -8393525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44934 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -8393533.000000 Penalty: 5323.145508
	Iteration 299Q: 3 clusters Score -8393533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -8393536.000000 Penalty: 5323.145508
	Iteration 300F: 3 clusters Score -8393536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -8393533.000000 Penalty: 5323.145508
	Iteration 301Q: 3 clusters Score -8393533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44937 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -8393534.000000 Penalty: 5323.145508
	Iteration 302Q: 3 clusters Score -8393534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44938 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -8393532.000000 Penalty: 5323.145508
	Iteration 303Q: 3 clusters Score -8393532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44939 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -8393527.000000 Penalty: 5323.145508
	Iteration 304Q: 3 clusters Score -8393527 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44939 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
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	Iteration 305F: 3 clusters Score -8393527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45454 members 
Entering Unmasked Estep 
Score: -8330228.000000 Penalty: 2659.665039
	Iteration 0F: 2 clusters Score -8330228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -8300465.500000 Penalty: 5319.330078
	Iteration 0F: 3 clusters Score -8300466 nChanged 21052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -8312086 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 23491 members 
Entering Unmasked Estep 
Score: -8312616.000000 Penalty: 5319.330078
	Iteration 2Q: 3 clusters Score -8312616 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -8313132.500000 Penalty: 5319.330078
	Iteration 3Q: 3 clusters Score -8313132 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -8313635.500000 Penalty: 5319.330078
	Iteration 4Q: 3 clusters Score -8313636 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -8314022.500000 Penalty: 5319.330078
	Iteration 5Q: 3 clusters Score -8314022 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 26356 members 
Entering Unmasked Estep 
Score: -8314663.500000 Penalty: 5319.330078
	Iteration 6Q: 3 clusters Score -8314664 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -8315489.000000 Penalty: 5319.330078
	Iteration 7Q: 3 clusters Score -8315489 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 29518 members 
Entering Unmasked Estep 
Score: -8316657.000000 Penalty: 5319.330078
	Iteration 8Q: 3 clusters Score -8316657 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -8318260.000000 Penalty: 5319.330078
	Iteration 9F: 3 clusters Score -8318260 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 34018 members 
Entering Unmasked Estep 
Score: -8320120.500000 Penalty: 5319.330078
	Iteration 10F: 3 clusters Score -8320120 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 36339 members 
Entering Unmasked Estep 
Score: -8322092.000000 Penalty: 5319.330078
	Iteration 11F: 3 clusters Score -8322092 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
Score: -8323760.000000 Penalty: 5319.330078
	Iteration 12Q: 3 clusters Score -8323760 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 39994 members 
Entering Unmasked Estep 
Score: -8324960.000000 Penalty: 5319.330078
	Iteration 13Q: 3 clusters Score -8324960 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -8325798.000000 Penalty: 5319.330078
	Iteration 14Q: 3 clusters Score -8325798 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 42183 members 
Entering Unmasked Estep 
Score: -8326376.000000 Penalty: 5319.330078
	Iteration 15Q: 3 clusters Score -8326376 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 42869 members 
Entering Unmasked Estep 
Score: -8326769.500000 Penalty: 5319.330078
	Iteration 16Q: 3 clusters Score -8326770 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 43375 members 
Entering Unmasked Estep 
Score: -8327067.500000 Penalty: 5319.330078
	Iteration 17Q: 3 clusters Score -8327068 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 43766 members 
Entering Unmasked Estep 
Score: -8327246.000000 Penalty: 5319.330078
	Iteration 18Q: 3 clusters Score -8327246 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 44043 members 
Entering Unmasked Estep 
Score: -8327436.000000 Penalty: 5319.330078
	Iteration 19Q: 3 clusters Score -8327436 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -8327548.000000 Penalty: 5319.330078
	Iteration 20F: 3 clusters Score -8327548 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 44389 members 
Entering Unmasked Estep 
Score: -8327653.000000 Penalty: 5319.330078
	Iteration 21Q: 3 clusters Score -8327653 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -8327747.000000 Penalty: 5319.330078
	Iteration 22Q: 3 clusters Score -8327747 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -8327797.500000 Penalty: 5319.330078
	Iteration 23Q: 3 clusters Score -8327798 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 44629 members 
Entering Unmasked Estep 
Score: -8327837.000000 Penalty: 5319.330078
	Iteration 24Q: 3 clusters Score -8327837 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
Score: -8327857.000000 Penalty: 5319.330078
	Iteration 25Q: 3 clusters Score -8327857 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -8327899.000000 Penalty: 5319.330078
	Iteration 26Q: 3 clusters Score -8327899 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 44747 members 
Entering Unmasked Estep 
Score: -8327934.000000 Penalty: 5319.330078
	Iteration 27Q: 3 clusters Score -8327934 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 44766 members 
Entering Unmasked Estep 
Score: -8327944.000000 Penalty: 5319.330078
	Iteration 28Q: 3 clusters Score -8327944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -8327961.000000 Penalty: 5319.330078
	Iteration 29Q: 3 clusters Score -8327961 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 44796 members 
Entering Unmasked Estep 
Score: -8327966.500000 Penalty: 5319.330078
	Iteration 30Q: 3 clusters Score -8327966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 44810 members 
Entering Unmasked Estep 
Score: -8327971.000000 Penalty: 5319.330078
	Iteration 31Q: 3 clusters Score -8327971 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 44826 members 
Entering Unmasked Estep 
Score: -8327993.500000 Penalty: 5319.330078
	Iteration 32Q: 3 clusters Score -8327994 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 44839 members 
Entering Unmasked Estep 
Score: -8327990.000000 Penalty: 5319.330078
	Iteration 33Q: 3 clusters Score -8327990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 44848 members 
Entering Unmasked Estep 
Score: -8328000.000000 Penalty: 5319.330078
	Iteration 34Q: 3 clusters Score -8328000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -8328002.500000 Penalty: 5319.330078
	Iteration 35Q: 3 clusters Score -8328002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 44858 members 
Entering Unmasked Estep 
Score: -8328009.500000 Penalty: 5319.330078
	Iteration 36Q: 3 clusters Score -8328010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 44863 members 
Entering Unmasked Estep 
Score: -8328015.000000 Penalty: 5319.330078
	Iteration 37Q: 3 clusters Score -8328015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 44867 members 
Entering Unmasked Estep 
Score: -8328010.500000 Penalty: 5319.330078
	Iteration 38Q: 3 clusters Score -8328010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -8328006.500000 Penalty: 5319.330078
	Iteration 39Q: 3 clusters Score -8328006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 44873 members 
Entering Unmasked Estep 
Score: -8328011.500000 Penalty: 5319.330078
	Iteration 40F: 3 clusters Score -8328012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 44876 members 
Entering Unmasked Estep 
Score: -8328014.000000 Penalty: 5319.330078
	Iteration 41Q: 3 clusters Score -8328014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 44881 members 
Entering Unmasked Estep 
Score: -8328020.000000 Penalty: 5319.330078
	Iteration 42Q: 3 clusters Score -8328020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 44885 members 
Entering Unmasked Estep 
Score: -8328022.000000 Penalty: 5319.330078
	Iteration 43Q: 3 clusters Score -8328022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 44889 members 
Entering Unmasked Estep 
Score: -8328017.500000 Penalty: 5319.330078
	Iteration 44Q: 3 clusters Score -8328018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 44892 members 
Entering Unmasked Estep 
Score: -8328023.000000 Penalty: 5319.330078
	Iteration 45Q: 3 clusters Score -8328023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 44897 members 
Entering Unmasked Estep 
Score: -8328032.500000 Penalty: 5319.330078
	Iteration 46Q: 3 clusters Score -8328032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 44900 members 
Entering Unmasked Estep 
Score: -8328028.500000 Penalty: 5319.330078
	Iteration 47Q: 3 clusters Score -8328028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 44903 members 
Entering Unmasked Estep 
Score: -8328028.000000 Penalty: 5319.330078
	Iteration 48Q: 3 clusters Score -8328028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -8328034.500000 Penalty: 5319.330078
	Iteration 49Q: 3 clusters Score -8328034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 44910 members 
Entering Unmasked Estep 
Score: -8328044.000000 Penalty: 5319.330078
	Iteration 50Q: 3 clusters Score -8328044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 44916 members 
Entering Unmasked Estep 
Score: -8328041.000000 Penalty: 5319.330078
	Iteration 51Q: 3 clusters Score -8328041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 44923 members 
Entering Unmasked Estep 
Score: -8328053.500000 Penalty: 5319.330078
	Iteration 52Q: 3 clusters Score -8328054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 44926 members 
Entering Unmasked Estep 
Score: -8328048.500000 Penalty: 5319.330078
	Iteration 53Q: 3 clusters Score -8328048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 44929 members 
Entering Unmasked Estep 
Score: -8328051.500000 Penalty: 5319.330078
	Iteration 54Q: 3 clusters Score -8328052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 44934 members 
Entering Unmasked Estep 
Score: -8328058.500000 Penalty: 5319.330078
	Iteration 55Q: 3 clusters Score -8328058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 44935 members 
Entering Unmasked Estep 
Score: -8328058.500000 Penalty: 5319.330078
	Iteration 56Q: 3 clusters Score -8328058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 44936 members 
Entering Unmasked Estep 
Score: -8328062.500000 Penalty: 5319.330078
	Iteration 57Q: 3 clusters Score -8328062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 44936 members 
Entering Unmasked Estep 
Score: -8328069.000000 Penalty: 5319.330078
	Iteration 58Q: 3 clusters Score -8328069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 44941 members 
Entering Unmasked Estep 
Score: -8328072.500000 Penalty: 5319.330078
	Iteration 59Q: 3 clusters Score -8328072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 44945 members 
Entering Unmasked Estep 
Score: -8328072.500000 Penalty: 5319.330078
	Iteration 60F: 3 clusters Score -8328072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 44947 members 
Entering Unmasked Estep 
Score: -8328079.500000 Penalty: 5319.330078
	Iteration 61Q: 3 clusters Score -8328080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 44948 members 
Entering Unmasked Estep 
Score: -8328072.500000 Penalty: 5319.330078
	Iteration 62Q: 3 clusters Score -8328072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 44947 members 
Entering Unmasked Estep 
Score: -8328075.000000 Penalty: 5319.330078
	Iteration 63Q: 3 clusters Score -8328075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 44947 members 
Entering Unmasked Estep 
Score: -8328075.000000 Penalty: 5319.330078
	Iteration 64F: 3 clusters Score -8328075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46772 members 
Mstep: Class 2 contains 945 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46380 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 43152 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 45339 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 46140 members 
Mstep: Class 11 contains 42577 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48864 members 
Mstep: Class 14 contains 29596 members 
Mstep: Class 15 contains 44073 members 
Mstep: Class 16 contains 42160 members 
Mstep: Class 17 contains 43210 members 
Mstep: Class 18 contains 615 members 
Mstep: Class 19 contains 40687 members 
Mstep: Class 20 contains 45805 members 
Mstep: Class 21 contains 45454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111197216.000000 Penalty: 69443.789062
Iteration 159Q: 22 clusters Score -1.111972e+08 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46751 members 
Mstep: Class 2 contains 945 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46354 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 43245 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 45354 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 46114 members 
Mstep: Class 11 contains 42583 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48844 members 
Mstep: Class 14 contains 29612 members 
Mstep: Class 15 contains 44080 members 
Mstep: Class 16 contains 42175 members 
Mstep: Class 17 contains 43291 members 
Mstep: Class 18 contains 614 members 
Mstep: Class 19 contains 40736 members 
Mstep: Class 20 contains 45710 members 
Mstep: Class 21 contains 45360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111197184.000000 Penalty: 69443.789062
Iteration 160F: 22 clusters Score -1.111972e+08 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46739 members 
Mstep: Class 2 contains 945 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46309 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 43368 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 45365 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 46028 members 
Mstep: Class 11 contains 42601 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48817 members 
Mstep: Class 14 contains 29640 members 
Mstep: Class 15 contains 44123 members 
Mstep: Class 16 contains 42138 members 
Mstep: Class 17 contains 43340 members 
Mstep: Class 18 contains 615 members 
Mstep: Class 19 contains 40753 members 
Mstep: Class 20 contains 45643 members 
Mstep: Class 21 contains 45344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111197248.000000 Penalty: 69443.789062
Iteration 161Q: 22 clusters Score -1.111972e+08 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46771 members 
Mstep: Class 2 contains 945 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46275 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 43480 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 45356 members 
Mstep: Class 9 contains 2755 members 
Mstep: Class 10 contains 45963 members 
Mstep: Class 11 contains 42607 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48756 members 
Mstep: Class 14 contains 29680 members 
Mstep: Class 15 contains 44143 members 
Mstep: Class 16 contains 42173 members 
Mstep: Class 17 contains 43405 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 40760 members 
Mstep: Class 20 contains 45515 members 
Mstep: Class 21 contains 45324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111197304.000000 Penalty: 69443.789062
Iteration 162Q: 22 clusters Score -1.111973e+08 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46809 members 
Mstep: Class 2 contains 945 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46237 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 43590 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 45347 members 
Mstep: Class 9 contains 2755 members 
Mstep: Class 10 contains 45885 members 
Mstep: Class 11 contains 42625 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48714 members 
Mstep: Class 14 contains 29707 members 
Mstep: Class 15 contains 44176 members 
Mstep: Class 16 contains 42240 members 
Mstep: Class 17 contains 43450 members 
Mstep: Class 18 contains 617 members 
Mstep: Class 19 contains 40753 members 
Mstep: Class 20 contains 45403 members 
Mstep: Class 21 contains 45272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111197600.000000 Penalty: 69443.789062
Iteration 163Q: 22 clusters Score -1.111976e+08 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46849 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46209 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 43724 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 45369 members 
Mstep: Class 9 contains 2755 members 
Mstep: Class 10 contains 45801 members 
Mstep: Class 11 contains 42657 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48630 members 
Mstep: Class 14 contains 29717 members 
Mstep: Class 15 contains 44192 members 
Mstep: Class 16 contains 42260 members 
Mstep: Class 17 contains 43500 members 
Mstep: Class 18 contains 618 members 
Mstep: Class 19 contains 40744 members 
Mstep: Class 20 contains 45322 members 
Mstep: Class 21 contains 45235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111197584.000000 Penalty: 69443.789062
Iteration 164Q: 22 clusters Score -1.111976e+08 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46186 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 43835 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 45334 members 
Mstep: Class 9 contains 2754 members 
Mstep: Class 10 contains 45749 members 
Mstep: Class 11 contains 42668 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48584 members 
Mstep: Class 14 contains 29742 members 
Mstep: Class 15 contains 44198 members 
Mstep: Class 16 contains 42307 members 
Mstep: Class 17 contains 43527 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 40754 members 
Mstep: Class 20 contains 45278 members 
Mstep: Class 21 contains 45160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111197920.000000 Penalty: 69443.789062
Iteration 165Q: 22 clusters Score -1.111979e+08 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46177 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 43952 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 45335 members 
Mstep: Class 9 contains 2754 members 
Mstep: Class 10 contains 45685 members 
Mstep: Class 11 contains 42685 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48527 members 
Mstep: Class 14 contains 29756 members 
Mstep: Class 15 contains 44222 members 
Mstep: Class 16 contains 42301 members 
Mstep: Class 17 contains 43513 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 40753 members 
Mstep: Class 20 contains 45211 members 
Mstep: Class 21 contains 45164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111197936.000000 Penalty: 69443.789062
Iteration 166Q: 22 clusters Score -1.111979e+08 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46939 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46171 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44023 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 45336 members 
Mstep: Class 9 contains 2754 members 
Mstep: Class 10 contains 45651 members 
Mstep: Class 11 contains 42682 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48460 members 
Mstep: Class 14 contains 29774 members 
Mstep: Class 15 contains 44243 members 
Mstep: Class 16 contains 42286 members 
Mstep: Class 17 contains 43527 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 40751 members 
Mstep: Class 20 contains 45196 members 
Mstep: Class 21 contains 45168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198352.000000 Penalty: 69443.789062
Iteration 167Q: 22 clusters Score -1.111984e+08 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46902 members 
Mstep: Class 2 contains 945 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46143 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44130 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 45377 members 
Mstep: Class 9 contains 2754 members 
Mstep: Class 10 contains 45625 members 
Mstep: Class 11 contains 42686 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48376 members 
Mstep: Class 14 contains 29788 members 
Mstep: Class 15 contains 44271 members 
Mstep: Class 16 contains 42285 members 
Mstep: Class 17 contains 43541 members 
Mstep: Class 18 contains 617 members 
Mstep: Class 19 contains 40739 members 
Mstep: Class 20 contains 45189 members 
Mstep: Class 21 contains 45156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198624.000000 Penalty: 69443.789062
Iteration 168Q: 22 clusters Score -1.111986e+08 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 945 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46092 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44209 members 
Mstep: Class 7 contains 1352 members 
Mstep: Class 8 contains 45476 members 
Mstep: Class 9 contains 2754 members 
Mstep: Class 10 contains 45558 members 
Mstep: Class 11 contains 42695 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48302 members 
Mstep: Class 14 contains 29809 members 
Mstep: Class 15 contains 44281 members 
Mstep: Class 16 contains 42290 members 
Mstep: Class 17 contains 43563 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 40747 members 
Mstep: Class 20 contains 45160 members 
Mstep: Class 21 contains 45142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198760.000000 Penalty: 69443.789062
Iteration 169Q: 22 clusters Score -1.111988e+08 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46840 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46020 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44285 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 45510 members 
Mstep: Class 9 contains 2754 members 
Mstep: Class 10 contains 45603 members 
Mstep: Class 11 contains 42694 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48250 members 
Mstep: Class 14 contains 29826 members 
Mstep: Class 15 contains 44277 members 
Mstep: Class 16 contains 42267 members 
Mstep: Class 17 contains 43549 members 
Mstep: Class 18 contains 617 members 
Mstep: Class 19 contains 40767 members 
Mstep: Class 20 contains 45177 members 
Mstep: Class 21 contains 45143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198768.000000 Penalty: 69443.789062
Iteration 170Q: 22 clusters Score -1.111988e+08 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46777 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 45962 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44367 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 45476 members 
Mstep: Class 9 contains 2754 members 
Mstep: Class 10 contains 45621 members 
Mstep: Class 11 contains 42727 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48210 members 
Mstep: Class 14 contains 29831 members 
Mstep: Class 15 contains 44280 members 
Mstep: Class 16 contains 42301 members 
Mstep: Class 17 contains 43569 members 
Mstep: Class 18 contains 616 members 
Mstep: Class 19 contains 40753 members 
Mstep: Class 20 contains 45185 members 
Mstep: Class 21 contains 45150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111199104.000000 Penalty: 69443.789062
Iteration 171Q: 22 clusters Score -1.111991e+08 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46724 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 45909 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44446 members 
Mstep: Class 7 contains 1352 members 
Mstep: Class 8 contains 45450 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 45629 members 
Mstep: Class 11 contains 42737 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48166 members 
Mstep: Class 14 contains 29849 members 
Mstep: Class 15 contains 44304 members 
Mstep: Class 16 contains 42328 members 
Mstep: Class 17 contains 43564 members 
Mstep: Class 18 contains 617 members 
Mstep: Class 19 contains 40734 members 
Mstep: Class 20 contains 45204 members 
Mstep: Class 21 contains 45161 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 172Q: 22 clusters Score -1.111996e+08 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46615 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 45903 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44534 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 45452 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 45600 members 
Mstep: Class 11 contains 42729 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48123 members 
Mstep: Class 14 contains 29849 members 
Mstep: Class 15 contains 44313 members 
Mstep: Class 16 contains 42375 members 
Mstep: Class 17 contains 43585 members 
Mstep: Class 18 contains 617 members 
Mstep: Class 19 contains 40708 members 
Mstep: Class 20 contains 45268 members 
Mstep: Class 21 contains 45153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111199584.000000 Penalty: 69443.789062
Iteration 173Q: 22 clusters Score -1.111996e+08 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46507 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 45873 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44584 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 45438 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 45596 members 
Mstep: Class 11 contains 42711 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48091 members 
Mstep: Class 14 contains 29859 members 
Mstep: Class 15 contains 44362 members 
Mstep: Class 16 contains 42432 members 
Mstep: Class 17 contains 43580 members 
Mstep: Class 18 contains 618 members 
Mstep: Class 19 contains 40663 members 
Mstep: Class 20 contains 45317 members 
Mstep: Class 21 contains 45193 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 174Q: 22 clusters Score -1.111997e+08 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 45869 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44638 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 45379 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 45604 members 
Mstep: Class 11 contains 42688 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 48053 members 
Mstep: Class 14 contains 29887 members 
Mstep: Class 15 contains 44372 members 
Mstep: Class 16 contains 42425 members 
Mstep: Class 17 contains 43580 members 
Mstep: Class 18 contains 618 members 
Mstep: Class 19 contains 40643 members 
Mstep: Class 20 contains 45383 members 
Mstep: Class 21 contains 45248 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 175Q: 22 clusters Score -1.112002e+08 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46431 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 45873 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44710 members 
Mstep: Class 7 contains 1352 members 
Mstep: Class 8 contains 45307 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 45562 members 
Mstep: Class 11 contains 42656 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 47995 members 
Mstep: Class 14 contains 29917 members 
Mstep: Class 15 contains 44349 members 
Mstep: Class 16 contains 42474 members 
Mstep: Class 17 contains 43601 members 
Mstep: Class 18 contains 618 members 
Mstep: Class 19 contains 40632 members 
Mstep: Class 20 contains 45412 members 
Mstep: Class 21 contains 45286 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 176Q: 22 clusters Score -1.112003e+08 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46415 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 45887 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44759 members 
Mstep: Class 7 contains 1352 members 
Mstep: Class 8 contains 45246 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 45520 members 
Mstep: Class 11 contains 42607 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 47960 members 
Mstep: Class 14 contains 29931 members 
Mstep: Class 15 contains 44361 members 
Mstep: Class 16 contains 42545 members 
Mstep: Class 17 contains 43571 members 
Mstep: Class 18 contains 618 members 
Mstep: Class 19 contains 40639 members 
Mstep: Class 20 contains 45443 members 
Mstep: Class 21 contains 45321 members 
Entering Unmasked Estep 
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Iteration 177Q: 22 clusters Score -1.112004e+08 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 45886 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44839 members 
Mstep: Class 7 contains 1352 members 
Mstep: Class 8 contains 45175 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 45489 members 
Mstep: Class 11 contains 42560 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 47929 members 
Mstep: Class 14 contains 29933 members 
Mstep: Class 15 contains 44377 members 
Mstep: Class 16 contains 42610 members 
Mstep: Class 17 contains 43564 members 
Mstep: Class 18 contains 618 members 
Mstep: Class 19 contains 40645 members 
Mstep: Class 20 contains 45415 members 
Mstep: Class 21 contains 45345 members 
Entering Unmasked Estep 
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Iteration 178Q: 22 clusters Score -1.112009e+08 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46399 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 45886 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44949 members 
Mstep: Class 7 contains 1352 members 
Mstep: Class 8 contains 45141 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 45481 members 
Mstep: Class 11 contains 42539 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 47883 members 
Mstep: Class 14 contains 29943 members 
Mstep: Class 15 contains 44400 members 
Mstep: Class 16 contains 42637 members 
Mstep: Class 17 contains 43556 members 
Mstep: Class 18 contains 617 members 
Mstep: Class 19 contains 40632 members 
Mstep: Class 20 contains 45390 members 
Mstep: Class 21 contains 45369 members 
Entering Unmasked Estep 
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Iteration 179Q: 22 clusters Score -1.112013e+08 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46356 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 45872 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45068 members 
Mstep: Class 7 contains 1352 members 
Mstep: Class 8 contains 45098 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 45512 members 
Mstep: Class 11 contains 42484 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 47838 members 
Mstep: Class 14 contains 29980 members 
Mstep: Class 15 contains 44419 members 
Mstep: Class 16 contains 42683 members 
Mstep: Class 17 contains 43548 members 
Mstep: Class 18 contains 617 members 
Mstep: Class 19 contains 40605 members 
Mstep: Class 20 contains 45372 members 
Mstep: Class 21 contains 45370 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 180F: 22 clusters Score -1.112012e+08 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46315 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 45861 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45246 members 
Mstep: Class 7 contains 1354 members 
Mstep: Class 8 contains 45105 members 
Mstep: Class 9 contains 2758 members 
Mstep: Class 10 contains 45478 members 
Mstep: Class 11 contains 42441 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 47780 members 
Mstep: Class 14 contains 29999 members 
Mstep: Class 15 contains 44420 members 
Mstep: Class 16 contains 42721 members 
Mstep: Class 17 contains 43519 members 
Mstep: Class 18 contains 617 members 
Mstep: Class 19 contains 40577 members 
Mstep: Class 20 contains 45356 members 
Mstep: Class 21 contains 45384 members 
Entering Unmasked Estep 
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Iteration 181Q: 22 clusters Score -1.112013e+08 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 45881 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45391 members 
Mstep: Class 7 contains 1354 members 
Mstep: Class 8 contains 45060 members 
Mstep: Class 9 contains 2758 members 
Mstep: Class 10 contains 45476 members 
Mstep: Class 11 contains 42385 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 47723 members 
Mstep: Class 14 contains 30026 members 
Mstep: Class 15 contains 44443 members 
Mstep: Class 16 contains 42746 members 
Mstep: Class 17 contains 43506 members 
Mstep: Class 18 contains 617 members 
Mstep: Class 19 contains 40546 members 
Mstep: Class 20 contains 45341 members 
Mstep: Class 21 contains 45395 members 
Entering Unmasked Estep 
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Iteration 182Q: 22 clusters Score -1.112014e+08 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46299 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 45866 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45540 members 
Mstep: Class 7 contains 1354 members 
Mstep: Class 8 contains 45070 members 
Mstep: Class 9 contains 2758 members 
Mstep: Class 10 contains 45424 members 
Mstep: Class 11 contains 42335 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 47659 members 
Mstep: Class 14 contains 30046 members 
Mstep: Class 15 contains 44450 members 
Mstep: Class 16 contains 42780 members 
Mstep: Class 17 contains 43492 members 
Mstep: Class 18 contains 617 members 
Mstep: Class 19 contains 40498 members 
Mstep: Class 20 contains 45337 members 
Mstep: Class 21 contains 45406 members 
Entering Unmasked Estep 
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Iteration 183Q: 22 clusters Score -1.112016e+08 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46310 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 45860 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45665 members 
Mstep: Class 7 contains 1354 members 
Mstep: Class 8 contains 45106 members 
Mstep: Class 9 contains 2758 members 
Mstep: Class 10 contains 45400 members 
Mstep: Class 11 contains 42287 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 47583 members 
Mstep: Class 14 contains 30069 members 
Mstep: Class 15 contains 44478 members 
Mstep: Class 16 contains 42856 members 
Mstep: Class 17 contains 43424 members 
Mstep: Class 18 contains 617 members 
Mstep: Class 19 contains 40447 members 
Mstep: Class 20 contains 45322 members 
Mstep: Class 21 contains 45395 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 184Q: 22 clusters Score -1.112015e+08 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 45884 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45761 members 
Mstep: Class 7 contains 1352 members 
Mstep: Class 8 contains 45089 members 
Mstep: Class 9 contains 2758 members 
Mstep: Class 10 contains 45381 members 
Mstep: Class 11 contains 42258 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 47534 members 
Mstep: Class 14 contains 30081 members 
Mstep: Class 15 contains 44509 members 
Mstep: Class 16 contains 42909 members 
Mstep: Class 17 contains 43381 members 
Mstep: Class 18 contains 618 members 
Mstep: Class 19 contains 40417 members 
Mstep: Class 20 contains 45334 members 
Mstep: Class 21 contains 45382 members 
Entering Unmasked Estep 
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Iteration 185Q: 22 clusters Score -1.112014e+08 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46239 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 45893 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45810 members 
Mstep: Class 7 contains 1356 members 
Mstep: Class 8 contains 45072 members 
Mstep: Class 9 contains 2758 members 
Mstep: Class 10 contains 45383 members 
Mstep: Class 11 contains 42202 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 47482 members 
Mstep: Class 14 contains 30100 members 
Mstep: Class 15 contains 44565 members 
Mstep: Class 16 contains 42986 members 
Mstep: Class 17 contains 43345 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 40391 members 
Mstep: Class 20 contains 45341 members 
Mstep: Class 21 contains 45388 members 
Entering Unmasked Estep 
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Iteration 186Q: 22 clusters Score -1.112016e+08 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46200 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 45900 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45832 members 
Mstep: Class 7 contains 1355 members 
Mstep: Class 8 contains 45070 members 
Mstep: Class 9 contains 2758 members 
Mstep: Class 10 contains 45388 members 
Mstep: Class 11 contains 42164 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 47447 members 
Mstep: Class 14 contains 30137 members 
Mstep: Class 15 contains 44597 members 
Mstep: Class 16 contains 43042 members 
Mstep: Class 17 contains 43332 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 40345 members 
Mstep: Class 20 contains 45357 members 
Mstep: Class 21 contains 45386 members 
Entering Unmasked Estep 
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Iteration 187Q: 22 clusters Score -1.112019e+08 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46163 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 45912 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45849 members 
Mstep: Class 7 contains 1354 members 
Mstep: Class 8 contains 45094 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 45425 members 
Mstep: Class 11 contains 42109 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 47413 members 
Mstep: Class 14 contains 30166 members 
Mstep: Class 15 contains 44650 members 
Mstep: Class 16 contains 43062 members 
Mstep: Class 17 contains 43307 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 40291 members 
Mstep: Class 20 contains 45358 members 
Mstep: Class 21 contains 45400 members 
Entering Unmasked Estep 
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Iteration 188Q: 22 clusters Score -1.112021e+08 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46137 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 45928 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45874 members 
Mstep: Class 7 contains 1354 members 
Mstep: Class 8 contains 45061 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 45452 members 
Mstep: Class 11 contains 42078 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 47381 members 
Mstep: Class 14 contains 30185 members 
Mstep: Class 15 contains 44704 members 
Mstep: Class 16 contains 43068 members 
Mstep: Class 17 contains 43249 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 40244 members 
Mstep: Class 20 contains 45399 members 
Mstep: Class 21 contains 45440 members 
Entering Unmasked Estep 
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Iteration 189Q: 22 clusters Score -1.112022e+08 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 45964 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45855 members 
Mstep: Class 7 contains 1354 members 
Mstep: Class 8 contains 45021 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 45490 members 
Mstep: Class 11 contains 42055 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 47374 members 
Mstep: Class 14 contains 30215 members 
Mstep: Class 15 contains 44781 members 
Mstep: Class 16 contains 43068 members 
Mstep: Class 17 contains 43186 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 40202 members 
Mstep: Class 20 contains 45450 members 
Mstep: Class 21 contains 45441 members 
Entering Unmasked Estep 
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Iteration 190Q: 22 clusters Score -1.112023e+08 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46063 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46004 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45820 members 
Mstep: Class 7 contains 1354 members 
Mstep: Class 8 contains 45027 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 45503 members 
Mstep: Class 11 contains 42025 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 47350 members 
Mstep: Class 14 contains 30237 members 
Mstep: Class 15 contains 44848 members 
Mstep: Class 16 contains 43093 members 
Mstep: Class 17 contains 43167 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 40167 members 
Mstep: Class 20 contains 45443 members 
Mstep: Class 21 contains 45454 members 
Entering Unmasked Estep 
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Iteration 191Q: 22 clusters Score -1.112022e+08 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46024 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45783 members 
Mstep: Class 7 contains 1354 members 
Mstep: Class 8 contains 45012 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 45495 members 
Mstep: Class 11 contains 42037 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 47335 members 
Mstep: Class 14 contains 30270 members 
Mstep: Class 15 contains 44910 members 
Mstep: Class 16 contains 43097 members 
Mstep: Class 17 contains 43163 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 40110 members 
Mstep: Class 20 contains 45445 members 
Mstep: Class 21 contains 45483 members 
Entering Unmasked Estep 
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Iteration 192Q: 22 clusters Score -1.112023e+08 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 46024 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46026 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45768 members 
Mstep: Class 7 contains 1353 members 
Mstep: Class 8 contains 44975 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 45492 members 
Mstep: Class 11 contains 42053 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 47304 members 
Mstep: Class 14 contains 30293 members 
Mstep: Class 15 contains 44949 members 
Mstep: Class 16 contains 43144 members 
Mstep: Class 17 contains 43185 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 40068 members 
Mstep: Class 20 contains 45417 members 
Mstep: Class 21 contains 45505 members 
Entering Unmasked Estep 
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Iteration 193Q: 22 clusters Score -1.112023e+08 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45993 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46024 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45746 members 
Mstep: Class 7 contains 1354 members 
Mstep: Class 8 contains 44958 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 45499 members 
Mstep: Class 11 contains 42083 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 47277 members 
Mstep: Class 14 contains 30332 members 
Mstep: Class 15 contains 44976 members 
Mstep: Class 16 contains 43197 members 
Mstep: Class 17 contains 43203 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 40002 members 
Mstep: Class 20 contains 45381 members 
Mstep: Class 21 contains 45530 members 
Entering Unmasked Estep 
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Iteration 194Q: 22 clusters Score -1.112023e+08 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46018 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45687 members 
Mstep: Class 7 contains 1352 members 
Mstep: Class 8 contains 44941 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 45532 members 
Mstep: Class 11 contains 42099 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 47239 members 
Mstep: Class 14 contains 30365 members 
Mstep: Class 15 contains 45039 members 
Mstep: Class 16 contains 43235 members 
Mstep: Class 17 contains 43213 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 39957 members 
Mstep: Class 20 contains 45361 members 
Mstep: Class 21 contains 45548 members 
Entering Unmasked Estep 
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Iteration 195Q: 22 clusters Score -1.112025e+08 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45919 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46021 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45602 members 
Mstep: Class 7 contains 1353 members 
Mstep: Class 8 contains 44923 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 45519 members 
Mstep: Class 11 contains 42126 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 47216 members 
Mstep: Class 14 contains 30400 members 
Mstep: Class 15 contains 45086 members 
Mstep: Class 16 contains 43268 members 
Mstep: Class 17 contains 43262 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 39933 members 
Mstep: Class 20 contains 45348 members 
Mstep: Class 21 contains 45579 members 
Entering Unmasked Estep 
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Iteration 196Q: 22 clusters Score -1.112024e+08 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45897 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46023 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45521 members 
Mstep: Class 7 contains 1353 members 
Mstep: Class 8 contains 44883 members 
Mstep: Class 9 contains 2755 members 
Mstep: Class 10 contains 45516 members 
Mstep: Class 11 contains 42169 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 47183 members 
Mstep: Class 14 contains 30432 members 
Mstep: Class 15 contains 45112 members 
Mstep: Class 16 contains 43286 members 
Mstep: Class 17 contains 43300 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 39910 members 
Mstep: Class 20 contains 45388 members 
Mstep: Class 21 contains 45583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202456.000000 Penalty: 69443.789062
Iteration 197Q: 22 clusters Score -1.112025e+08 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46040 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45429 members 
Mstep: Class 7 contains 1354 members 
Mstep: Class 8 contains 44879 members 
Mstep: Class 9 contains 2755 members 
Mstep: Class 10 contains 45512 members 
Mstep: Class 11 contains 42230 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 47181 members 
Mstep: Class 14 contains 30456 members 
Mstep: Class 15 contains 45114 members 
Mstep: Class 16 contains 43297 members 
Mstep: Class 17 contains 43331 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 39884 members 
Mstep: Class 20 contains 45411 members 
Mstep: Class 21 contains 45601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202288.000000 Penalty: 69443.789062
Iteration 198Q: 22 clusters Score -1.112023e+08 nChanged 2156
Entering ConstructFrom: 
Score: -111202288.000000 Penalty: 69443.789062
Entering ConstructFrom: 
Trying to split cluster 1 (45781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45781 members 
Entering Unmasked Estep 
Score: -8382684.000000 Penalty: 2661.442871
	Iteration 0F: 2 clusters Score -8382684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -8352946.500000 Penalty: 5322.885742
	Iteration 0F: 3 clusters Score -8352946 nChanged 21092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -8364508.000000 Penalty: 5322.885742
	Iteration 1F: 3 clusters Score -8364508 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -8365037.000000 Penalty: 5322.885742
	Iteration 2Q: 3 clusters Score -8365037 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -8365593.500000 Penalty: 5322.885742
	Iteration 3Q: 3 clusters Score -8365594 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -8366243.500000 Penalty: 5322.885742
	Iteration 4Q: 3 clusters Score -8366244 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 27888 members 
Entering Unmasked Estep 
Score: -8367127.500000 Penalty: 5322.885742
	Iteration 5Q: 3 clusters Score -8367128 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -8368384.000000 Penalty: 5322.885742
	Iteration 6F: 3 clusters Score -8368384 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -8370223.000000 Penalty: 5322.885742
	Iteration 7F: 3 clusters Score -8370223 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -8372810.500000 Penalty: 5322.885742
	Iteration 8F: 3 clusters Score -8372810 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -8375610.500000 Penalty: 5322.885742
	Iteration 9F: 3 clusters Score -8375610 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -8377858.000000 Penalty: 5322.885742
	Iteration 10F: 3 clusters Score -8377858 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 42329 members 
Entering Unmasked Estep 
Score: -8379266.000000 Penalty: 5322.885742
	Iteration 11Q: 3 clusters Score -8379266 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 43342 members 
Entering Unmasked Estep 
Score: -8379943.000000 Penalty: 5322.885742
	Iteration 12Q: 3 clusters Score -8379943 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 44013 members 
Entering Unmasked Estep 
Score: -8380220.500000 Penalty: 5322.885742
	Iteration 13Q: 3 clusters Score -8380220 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -8380413.500000 Penalty: 5322.885742
	Iteration 14Q: 3 clusters Score -8380414 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -8380521.500000 Penalty: 5322.885742
	Iteration 15Q: 3 clusters Score -8380522 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 45023 members 
Entering Unmasked Estep 
Score: -8380533.500000 Penalty: 5322.885742
	Iteration 16Q: 3 clusters Score -8380534 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 45119 members 
Entering Unmasked Estep 
Score: -8380578.500000 Penalty: 5322.885742
	Iteration 17Q: 3 clusters Score -8380578 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 45183 members 
Entering Unmasked Estep 
Score: -8380596.500000 Penalty: 5322.885742
	Iteration 18Q: 3 clusters Score -8380596 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 45235 members 
Entering Unmasked Estep 
Score: -8380588.000000 Penalty: 5322.885742
	Iteration 19Q: 3 clusters Score -8380588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 45267 members 
Entering Unmasked Estep 
Score: -8380598.500000 Penalty: 5322.885742
	Iteration 20F: 3 clusters Score -8380598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 45283 members 
Entering Unmasked Estep 
Score: -8380597.500000 Penalty: 5322.885742
	Iteration 21Q: 3 clusters Score -8380598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -8380604.000000 Penalty: 5322.885742
	Iteration 22Q: 3 clusters Score -8380604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -8380593.500000 Penalty: 5322.885742
	Iteration 23Q: 3 clusters Score -8380594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 45307 members 
Entering Unmasked Estep 
Score: -8380594.000000 Penalty: 5322.885742
	Iteration 24Q: 3 clusters Score -8380594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 45312 members 
Entering Unmasked Estep 
Score: -8380592.500000 Penalty: 5322.885742
	Iteration 25Q: 3 clusters Score -8380592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 45324 members 
Entering Unmasked Estep 
Score: -8380588.000000 Penalty: 5322.885742
	Iteration 26Q: 3 clusters Score -8380588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 45335 members 
Entering Unmasked Estep 
Score: -8380595.000000 Penalty: 5322.885742
	Iteration 27Q: 3 clusters Score -8380595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 45342 members 
Entering Unmasked Estep 
Score: -8380597.000000 Penalty: 5322.885742
	Iteration 28Q: 3 clusters Score -8380597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -8380599.000000 Penalty: 5322.885742
	Iteration 29Q: 3 clusters Score -8380599 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -8380591.500000 Penalty: 5322.885742
	Iteration 30Q: 3 clusters Score -8380592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 45372 members 
Entering Unmasked Estep 
Score: -8380600.000000 Penalty: 5322.885742
	Iteration 31Q: 3 clusters Score -8380600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -8380603.500000 Penalty: 5322.885742
	Iteration 32Q: 3 clusters Score -8380604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 45377 members 
Entering Unmasked Estep 
Score: -8380603.000000 Penalty: 5322.885742
	Iteration 33Q: 3 clusters Score -8380603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 45378 members 
Entering Unmasked Estep 
Score: -8380599.000000 Penalty: 5322.885742
	Iteration 34Q: 3 clusters Score -8380599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 45379 members 
Entering Unmasked Estep 
Score: -8380600.000000 Penalty: 5322.885742
	Iteration 35Q: 3 clusters Score -8380600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 45380 members 
Entering Unmasked Estep 
Score: -8380597.500000 Penalty: 5322.885742
	Iteration 36Q: 3 clusters Score -8380598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 45380 members 
Entering Unmasked Estep 
Score: -8380597.500000 Penalty: 5322.885742
	Iteration 37F: 3 clusters Score -8380598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Entering Unmasked Estep 
Score: -143051.390625 Penalty: 1698.568481
	Iteration 0F: 2 clusters Score -143051.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -141269.906250 Penalty: 3397.136963
	Iteration 0F: 3 clusters Score -141269.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -141714.250000 Penalty: 3397.136963
	Iteration 1F: 3 clusters Score -141714.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -141844.234375 Penalty: 3397.136963
	Iteration 2F: 3 clusters Score -141844.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -142009.656250 Penalty: 3397.136963
	Iteration 3F: 3 clusters Score -142009.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -142178.656250 Penalty: 3397.136963
	Iteration 4F: 3 clusters Score -142178.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -142355.953125 Penalty: 3397.136963
	Iteration 5F: 3 clusters Score -142356 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -142547.546875 Penalty: 3397.136963
	Iteration 6F: 3 clusters Score -142547.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -142689.062500 Penalty: 3397.136963
	Iteration 7Q: 3 clusters Score -142689.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -142774.890625 Penalty: 3397.136963
	Iteration 8Q: 3 clusters Score -142774.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -142817.421875 Penalty: 3397.136963
	Iteration 9Q: 3 clusters Score -142817.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -142842.734375 Penalty: 3397.136963
	Iteration 10Q: 3 clusters Score -142842.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -142856.921875 Penalty: 3397.136963
	Iteration 11Q: 3 clusters Score -142856.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -142871.781250 Penalty: 3397.136963
	Iteration 12Q: 3 clusters Score -142871.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -142898.562500 Penalty: 3397.136963
	Iteration 13Q: 3 clusters Score -142898.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -142914.234375 Penalty: 3397.136963
	Iteration 14Q: 3 clusters Score -142914.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -142920.328125 Penalty: 3397.136963
	Iteration 15Q: 3 clusters Score -142920.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -142931.359375 Penalty: 3397.136963
	Iteration 16Q: 3 clusters Score -142931.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -142936.109375 Penalty: 3397.136963
	Iteration 17Q: 3 clusters Score -142936.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -142936.312500 Penalty: 3397.136963
	Iteration 18Q: 3 clusters Score -142936.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -142938.078125 Penalty: 3397.136963
	Iteration 19F: 3 clusters Score -142938.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -142946.078125 Penalty: 3397.136963
	Iteration 20F: 3 clusters Score -142946.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -142961.156250 Penalty: 3397.136963
	Iteration 21Q: 3 clusters Score -142961.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -142978.734375 Penalty: 3397.136963
	Iteration 22Q: 3 clusters Score -142978.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -142994.640625 Penalty: 3397.136963
	Iteration 23Q: 3 clusters Score -142994.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -143022.406250 Penalty: 3397.136963
	Iteration 24Q: 3 clusters Score -143022.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -143043.359375 Penalty: 3397.136963
	Iteration 25Q: 3 clusters Score -143043.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -143067.750000 Penalty: 3397.136963
	Iteration 26Q: 3 clusters Score -143067.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -143071.484375 Penalty: 3397.136963
	Iteration 27Q: 3 clusters Score -143071.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -143071.484375 Penalty: 3397.136963
	Iteration 28F: 3 clusters Score -143071.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45781 members 
Mstep: Class 2 contains 554 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46027 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45382 members 
Mstep: Class 7 contains 1354 members 
Mstep: Class 8 contains 44883 members 
Mstep: Class 9 contains 2755 members 
Mstep: Class 10 contains 45500 members 
Mstep: Class 11 contains 42277 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 47171 members 
Mstep: Class 14 contains 30496 members 
Mstep: Class 15 contains 45114 members 
Mstep: Class 16 contains 43298 members 
Mstep: Class 17 contains 43351 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 39854 members 
Mstep: Class 20 contains 45471 members 
Mstep: Class 21 contains 45597 members 
Mstep: Class 22 contains 389 members 
Entering Unmasked Estep 
Score: -111200608.000000 Penalty: 72750.632812
Splitting cluster 2 changes total score from -111202288.000000 to -111200608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Entering Unmasked Estep 
Score: -105962.210938 Penalty: 1647.659912
	Iteration 0F: 2 clusters Score -105962.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -104360.796875 Penalty: 3295.319824
	Iteration 0F: 3 clusters Score -104360.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -104879.398438 Penalty: 3295.319824
	Iteration 1F: 3 clusters Score -104879.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -105149.101562 Penalty: 3295.319824
	Iteration 2F: 3 clusters Score -105149.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -105306.171875 Penalty: 3295.319824
	Iteration 3F: 3 clusters Score -105306.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -105391.734375 Penalty: 3295.319824
	Iteration 4Q: 3 clusters Score -105391.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -105458.203125 Penalty: 3295.319824
	Iteration 5Q: 3 clusters Score -105458.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -105492.968750 Penalty: 3295.319824
	Iteration 6Q: 3 clusters Score -105493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -105534.562500 Penalty: 3295.319824
	Iteration 7Q: 3 clusters Score -105534.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -105559.429688 Penalty: 3295.319824
	Iteration 8Q: 3 clusters Score -105559.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -105612.656250 Penalty: 3295.319824
	Iteration 9Q: 3 clusters Score -105612.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -105642.703125 Penalty: 3295.319824
	Iteration 10Q: 3 clusters Score -105642.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -105664.570312 Penalty: 3295.319824
	Iteration 11Q: 3 clusters Score -105664.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -105683.757812 Penalty: 3295.319824
	Iteration 12Q: 3 clusters Score -105683.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -105712.640625 Penalty: 3295.319824
	Iteration 13Q: 3 clusters Score -105712.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -105719.554688 Penalty: 3295.319824
	Iteration 14Q: 3 clusters Score -105719.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -105729.953125 Penalty: 3295.319824
	Iteration 15Q: 3 clusters Score -105730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -105734.765625 Penalty: 3295.319824
	Iteration 16Q: 3 clusters Score -105734.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -105735.078125 Penalty: 3295.319824
	Iteration 17Q: 3 clusters Score -105735.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -105736.117188 Penalty: 3295.319824
	Iteration 18Q: 3 clusters Score -105736.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -105739.140625 Penalty: 3295.319824
	Iteration 19Q: 3 clusters Score -105739.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -105745.476562 Penalty: 3295.319824
	Iteration 20F: 3 clusters Score -105745.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -105780.546875 Penalty: 3295.319824
	Iteration 21Q: 3 clusters Score -105780.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -105784.093750 Penalty: 3295.319824
	Iteration 22Q: 3 clusters Score -105784.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -105797.437500 Penalty: 3295.319824
	Iteration 23Q: 3 clusters Score -105797.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -105799.195312 Penalty: 3295.319824
	Iteration 24Q: 3 clusters Score -105799.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -105799.195312 Penalty: 3295.319824
	Iteration 25F: 3 clusters Score -105799.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46027 members 
Entering Unmasked Estep 
Score: -8347357.500000 Penalty: 2662.771973
	Iteration 0F: 2 clusters Score -8347358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -8317076.500000 Penalty: 5325.543945
	Iteration 0F: 3 clusters Score -8317076 nChanged 21230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -8328455.500000 Penalty: 5325.543945
	Iteration 1F: 3 clusters Score -8328456 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -8328898.500000 Penalty: 5325.543945
	Iteration 2Q: 3 clusters Score -8328898 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -8329217.500000 Penalty: 5325.543945
	Iteration 3Q: 3 clusters Score -8329218 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -8329450.500000 Penalty: 5325.543945
	Iteration 4Q: 3 clusters Score -8329450 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 24765 members 
Entering Unmasked Estep 
Score: -8329755.500000 Penalty: 5325.543945
	Iteration 5Q: 3 clusters Score -8329756 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 25562 members 
Entering Unmasked Estep 
Score: -8330069.000000 Penalty: 5325.543945
	Iteration 6Q: 3 clusters Score -8330069 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -8330557.500000 Penalty: 5325.543945
	Iteration 7Q: 3 clusters Score -8330558 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -8331210.500000 Penalty: 5325.543945
	Iteration 8Q: 3 clusters Score -8331210 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -8332294.000000 Penalty: 5325.543945
	Iteration 9Q: 3 clusters Score -8332294 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 33303 members 
Entering Unmasked Estep 
Score: -8334089.500000 Penalty: 5325.543945
	Iteration 10F: 3 clusters Score -8334090 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 36849 members 
Entering Unmasked Estep 
Score: -8336970.500000 Penalty: 5325.543945
	Iteration 11F: 3 clusters Score -8336970 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -8340379.500000 Penalty: 5325.543945
	Iteration 12F: 3 clusters Score -8340380 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 43456 members 
Entering Unmasked Estep 
Score: -8343082.500000 Penalty: 5325.543945
	Iteration 13F: 3 clusters Score -8343082 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
Score: -8344328.000000 Penalty: 5325.543945
	Iteration 14Q: 3 clusters Score -8344328 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 45566 members 
Entering Unmasked Estep 
Score: -8344731.000000 Penalty: 5325.543945
	Iteration 15Q: 3 clusters Score -8344731 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 45711 members 
Entering Unmasked Estep 
Score: -8344872.500000 Penalty: 5325.543945
	Iteration 16Q: 3 clusters Score -8344872 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 45772 members 
Entering Unmasked Estep 
Score: -8344939.500000 Penalty: 5325.543945
	Iteration 17Q: 3 clusters Score -8344940 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 45796 members 
Entering Unmasked Estep 
Score: -8344979.500000 Penalty: 5325.543945
	Iteration 18Q: 3 clusters Score -8344980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 45806 members 
Entering Unmasked Estep 
Score: -8345010.000000 Penalty: 5325.543945
	Iteration 19Q: 3 clusters Score -8345010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -8345023.000000 Penalty: 5325.543945
	Iteration 20F: 3 clusters Score -8345023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 45815 members 
Entering Unmasked Estep 
Score: -8345036.500000 Penalty: 5325.543945
	Iteration 21Q: 3 clusters Score -8345036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 45817 members 
Entering Unmasked Estep 
Score: -8345050.000000 Penalty: 5325.543945
	Iteration 22Q: 3 clusters Score -8345050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 45821 members 
Entering Unmasked Estep 
Score: -8345061.500000 Penalty: 5325.543945
	Iteration 23Q: 3 clusters Score -8345062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 45823 members 
Entering Unmasked Estep 
Score: -8345068.000000 Penalty: 5325.543945
	Iteration 24Q: 3 clusters Score -8345068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 45824 members 
Entering Unmasked Estep 
Score: -8345076.500000 Penalty: 5325.543945
	Iteration 25Q: 3 clusters Score -8345076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 45826 members 
Entering Unmasked Estep 
Score: -8345083.500000 Penalty: 5325.543945
	Iteration 26Q: 3 clusters Score -8345084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 45829 members 
Entering Unmasked Estep 
Score: -8345088.000000 Penalty: 5325.543945
	Iteration 27Q: 3 clusters Score -8345088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 45828 members 
Entering Unmasked Estep 
Score: -8345086.500000 Penalty: 5325.543945
	Iteration 28Q: 3 clusters Score -8345086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -8345092.500000 Penalty: 5325.543945
	Iteration 29Q: 3 clusters Score -8345092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -8345092.500000 Penalty: 5325.543945
	Iteration 30F: 3 clusters Score -8345092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -36811.179688 Penalty: 1512.322510
	Iteration 0F: 2 clusters Score -36811.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -35565.789062 Penalty: 3024.645020
	Iteration 0F: 3 clusters Score -35565.79 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -35966.757812 Penalty: 3024.645020
	Iteration 1F: 3 clusters Score -35966.76 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -36294.644531 Penalty: 3024.645020
	Iteration 2F: 3 clusters Score -36294.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -36478.207031 Penalty: 3024.645020
	Iteration 3F: 3 clusters Score -36478.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -36660.328125 Penalty: 3024.645020
	Iteration 4Q: 3 clusters Score -36660.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -36748.269531 Penalty: 3024.645020
	Iteration 5Q: 3 clusters Score -36748.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -36810.039062 Penalty: 3024.645020
	Iteration 6Q: 3 clusters Score -36810.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -36861.195312 Penalty: 3024.645020
	Iteration 7Q: 3 clusters Score -36861.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -36901.222656 Penalty: 3024.645020
	Iteration 8Q: 3 clusters Score -36901.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -36906.597656 Penalty: 3024.645020
	Iteration 9Q: 3 clusters Score -36906.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -36909.324219 Penalty: 3024.645020
	Iteration 10Q: 3 clusters Score -36909.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -36912.027344 Penalty: 3024.645020
	Iteration 11Q: 3 clusters Score -36912.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -36912.027344 Penalty: 3024.645020
	Iteration 12F: 3 clusters Score -36912.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45781 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46027 members 
Mstep: Class 5 contains 141 members 
Mstep: Class 6 contains 45382 members 
Mstep: Class 7 contains 1354 members 
Mstep: Class 8 contains 44883 members 
Mstep: Class 9 contains 2755 members 
Mstep: Class 10 contains 45500 members 
Mstep: Class 11 contains 42277 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 47171 members 
Mstep: Class 14 contains 30496 members 
Mstep: Class 15 contains 45114 members 
Mstep: Class 16 contains 43298 members 
Mstep: Class 17 contains 43351 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 39854 members 
Mstep: Class 20 contains 45471 members 
Mstep: Class 21 contains 45597 members 
Mstep: Class 22 contains 304 members 
Entering Unmasked Estep 
Score: -111200560.000000 Penalty: 72750.632812
Splitting cluster 5 changes total score from -111202288.000000 to -111200560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (45382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Entering Unmasked Estep 
Score: -8305524.500000 Penalty: 2659.271973
	Iteration 0F: 2 clusters Score -8305524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -8276050.000000 Penalty: 5318.543945
	Iteration 0F: 3 clusters Score -8276050 nChanged 20983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -8287791.000000 Penalty: 5318.543945
	Iteration 1F: 3 clusters Score -8287791 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -8288495.500000 Penalty: 5318.543945
	Iteration 2Q: 3 clusters Score -8288496 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -8289296.500000 Penalty: 5318.543945
	Iteration 3Q: 3 clusters Score -8289296 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -8290321.000000 Penalty: 5318.543945
	Iteration 4Q: 3 clusters Score -8290321 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -8291522.500000 Penalty: 5318.543945
	Iteration 5Q: 3 clusters Score -8291522 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -8293033.000000 Penalty: 5318.543945
	Iteration 6F: 3 clusters Score -8293033 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -8294713.000000 Penalty: 5318.543945
	Iteration 7F: 3 clusters Score -8294713 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -8296469.000000 Penalty: 5318.543945
	Iteration 8F: 3 clusters Score -8296469 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -8298020.000000 Penalty: 5318.543945
	Iteration 9F: 3 clusters Score -8298020 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -8299087.000000 Penalty: 5318.543945
	Iteration 10Q: 3 clusters Score -8299087 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -8299836.000000 Penalty: 5318.543945
	Iteration 11Q: 3 clusters Score -8299836 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -8300322.000000 Penalty: 5318.543945
	Iteration 12Q: 3 clusters Score -8300322 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -8300700.500000 Penalty: 5318.543945
	Iteration 13Q: 3 clusters Score -8300700 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -8300955.000000 Penalty: 5318.543945
	Iteration 14Q: 3 clusters Score -8300955 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -8301125.000000 Penalty: 5318.543945
	Iteration 15Q: 3 clusters Score -8301125 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -8301299.500000 Penalty: 5318.543945
	Iteration 16Q: 3 clusters Score -8301300 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -8301437.000000 Penalty: 5318.543945
	Iteration 17Q: 3 clusters Score -8301437 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37912 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -8301525.500000 Penalty: 5318.543945
	Iteration 18Q: 3 clusters Score -8301526 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -8301661.000000 Penalty: 5318.543945
	Iteration 19Q: 3 clusters Score -8301661 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38792 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -8301775.000000 Penalty: 5318.543945
	Iteration 20F: 3 clusters Score -8301775 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39209 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -8301905.500000 Penalty: 5318.543945
	Iteration 21Q: 3 clusters Score -8301906 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -8302028.000000 Penalty: 5318.543945
	Iteration 22Q: 3 clusters Score -8302028 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -8302126.500000 Penalty: 5318.543945
	Iteration 23Q: 3 clusters Score -8302126 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -8302246.500000 Penalty: 5318.543945
	Iteration 24Q: 3 clusters Score -8302246 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -8302344.000000 Penalty: 5318.543945
	Iteration 25Q: 3 clusters Score -8302344 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -8302446.000000 Penalty: 5318.543945
	Iteration 26Q: 3 clusters Score -8302446 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -8302558.000000 Penalty: 5318.543945
	Iteration 27Q: 3 clusters Score -8302558 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -8302651.500000 Penalty: 5318.543945
	Iteration 28Q: 3 clusters Score -8302652 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -8302686.000000 Penalty: 5318.543945
	Iteration 29Q: 3 clusters Score -8302686 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -8302752.000000 Penalty: 5318.543945
	Iteration 30Q: 3 clusters Score -8302752 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -8302788.500000 Penalty: 5318.543945
	Iteration 31Q: 3 clusters Score -8302788 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -8302835.500000 Penalty: 5318.543945
	Iteration 32Q: 3 clusters Score -8302836 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42726 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -8302892.500000 Penalty: 5318.543945
	Iteration 33Q: 3 clusters Score -8302892 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -8302927.000000 Penalty: 5318.543945
	Iteration 34Q: 3 clusters Score -8302927 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43047 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -8302970.000000 Penalty: 5318.543945
	Iteration 35Q: 3 clusters Score -8302970 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -8303008.500000 Penalty: 5318.543945
	Iteration 36Q: 3 clusters Score -8303008 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43279 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -8303044.000000 Penalty: 5318.543945
	Iteration 37Q: 3 clusters Score -8303044 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -8303052.500000 Penalty: 5318.543945
	Iteration 38Q: 3 clusters Score -8303052 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -8303079.000000 Penalty: 5318.543945
	Iteration 39Q: 3 clusters Score -8303079 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -8303113.000000 Penalty: 5318.543945
	Iteration 40F: 3 clusters Score -8303113 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -8303129.000000 Penalty: 5318.543945
	Iteration 41Q: 3 clusters Score -8303129 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -8303132.500000 Penalty: 5318.543945
	Iteration 42Q: 3 clusters Score -8303132 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43791 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -8303149.500000 Penalty: 5318.543945
	Iteration 43Q: 3 clusters Score -8303150 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43847 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -8303179.500000 Penalty: 5318.543945
	Iteration 44Q: 3 clusters Score -8303180 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -8303198.000000 Penalty: 5318.543945
	Iteration 45Q: 3 clusters Score -8303198 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43940 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -8303204.500000 Penalty: 5318.543945
	Iteration 46Q: 3 clusters Score -8303204 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -8303203.500000 Penalty: 5318.543945
	Iteration 47Q: 3 clusters Score -8303204 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44008 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -8303207.500000 Penalty: 5318.543945
	Iteration 48Q: 3 clusters Score -8303208 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -8303228.000000 Penalty: 5318.543945
	Iteration 49Q: 3 clusters Score -8303228 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44085 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -8303249.000000 Penalty: 5318.543945
	Iteration 50Q: 3 clusters Score -8303249 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -8303265.000000 Penalty: 5318.543945
	Iteration 51Q: 3 clusters Score -8303265 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44169 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -8303277.000000 Penalty: 5318.543945
	Iteration 52Q: 3 clusters Score -8303277 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -8303293.000000 Penalty: 5318.543945
	Iteration 53Q: 3 clusters Score -8303293 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44225 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -8303305.000000 Penalty: 5318.543945
	Iteration 54Q: 3 clusters Score -8303305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -8303311.500000 Penalty: 5318.543945
	Iteration 55Q: 3 clusters Score -8303312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -8303314.000000 Penalty: 5318.543945
	Iteration 56Q: 3 clusters Score -8303314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44271 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -8303321.000000 Penalty: 5318.543945
	Iteration 57Q: 3 clusters Score -8303321 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -8303336.500000 Penalty: 5318.543945
	Iteration 58Q: 3 clusters Score -8303336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44309 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -8303352.000000 Penalty: 5318.543945
	Iteration 59Q: 3 clusters Score -8303352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -8303356.500000 Penalty: 5318.543945
	Iteration 60F: 3 clusters Score -8303356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -8303363.000000 Penalty: 5318.543945
	Iteration 61Q: 3 clusters Score -8303363 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44359 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -8303363.500000 Penalty: 5318.543945
	Iteration 62Q: 3 clusters Score -8303364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44370 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -8303380.500000 Penalty: 5318.543945
	Iteration 63Q: 3 clusters Score -8303380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -8303374.500000 Penalty: 5318.543945
	Iteration 64Q: 3 clusters Score -8303374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -8303376.500000 Penalty: 5318.543945
	Iteration 65Q: 3 clusters Score -8303376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -8303381.000000 Penalty: 5318.543945
	Iteration 66Q: 3 clusters Score -8303381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44387 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -8303375.500000 Penalty: 5318.543945
	Iteration 67Q: 3 clusters Score -8303376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44389 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8303380.500000 Penalty: 5318.543945
	Iteration 68Q: 3 clusters Score -8303380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -8303384.500000 Penalty: 5318.543945
	Iteration 69Q: 3 clusters Score -8303384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44392 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -8303381.000000 Penalty: 5318.543945
	Iteration 70Q: 3 clusters Score -8303381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -8303387.000000 Penalty: 5318.543945
	Iteration 71Q: 3 clusters Score -8303387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44397 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -8303372.500000 Penalty: 5318.543945
	Iteration 72Q: 3 clusters Score -8303372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44401 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -8303385.000000 Penalty: 5318.543945
	Iteration 73Q: 3 clusters Score -8303385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -8303384.500000 Penalty: 5318.543945
	Iteration 74Q: 3 clusters Score -8303384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -8303389.000000 Penalty: 5318.543945
	Iteration 75Q: 3 clusters Score -8303389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -8303388.000000 Penalty: 5318.543945
	Iteration 76Q: 3 clusters Score -8303388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -8303384.000000 Penalty: 5318.543945
	Iteration 77Q: 3 clusters Score -8303384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -8303384.000000 Penalty: 5318.543945
	Iteration 78F: 3 clusters Score -8303384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -232755.875000 Penalty: 1788.282959
	Iteration 0F: 2 clusters Score -232755.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -230621.734375 Penalty: 3576.565918
	Iteration 0F: 3 clusters Score -230621.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -231144.250000 Penalty: 3576.565918
	Iteration 1F: 3 clusters Score -231144.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -231454.218750 Penalty: 3576.565918
	Iteration 2F: 3 clusters Score -231454.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -231652.625000 Penalty: 3576.565918
	Iteration 3F: 3 clusters Score -231652.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -231829.000000 Penalty: 3576.565918
	Iteration 4F: 3 clusters Score -231829 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -231931.484375 Penalty: 3576.565918
	Iteration 5Q: 3 clusters Score -231931.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -232007.656250 Penalty: 3576.565918
	Iteration 6Q: 3 clusters Score -232007.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -232056.890625 Penalty: 3576.565918
	Iteration 7Q: 3 clusters Score -232056.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -232074.546875 Penalty: 3576.565918
	Iteration 8Q: 3 clusters Score -232074.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -232086.750000 Penalty: 3576.565918
	Iteration 9Q: 3 clusters Score -232086.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -232107.734375 Penalty: 3576.565918
	Iteration 10Q: 3 clusters Score -232107.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -232122.359375 Penalty: 3576.565918
	Iteration 11Q: 3 clusters Score -232122.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -232127.656250 Penalty: 3576.565918
	Iteration 12Q: 3 clusters Score -232127.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -232130.328125 Penalty: 3576.565918
	Iteration 13Q: 3 clusters Score -232130.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -232133.171875 Penalty: 3576.565918
	Iteration 14Q: 3 clusters Score -232133.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -232134.562500 Penalty: 3576.565918
	Iteration 15Q: 3 clusters Score -232134.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -232137.875000 Penalty: 3576.565918
	Iteration 16Q: 3 clusters Score -232137.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -232139.984375 Penalty: 3576.565918
	Iteration 17Q: 3 clusters Score -232140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -232139.984375 Penalty: 3576.565918
	Iteration 18F: 3 clusters Score -232140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (44883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Entering Unmasked Estep 
Score: -8354097.500000 Penalty: 2656.529785
	Iteration 0F: 2 clusters Score -8354098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -8325438.000000 Penalty: 5313.059570
	Iteration 0F: 3 clusters Score -8325438 nChanged 20752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -8336918.000000 Penalty: 5313.059570
	Iteration 1F: 3 clusters Score -8336918 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -8337497.000000 Penalty: 5313.059570
	Iteration 2Q: 3 clusters Score -8337497 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -8338171.500000 Penalty: 5313.059570
	Iteration 3Q: 3 clusters Score -8338172 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -8339050.000000 Penalty: 5313.059570
	Iteration 4Q: 3 clusters Score -8339050 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -8340401.500000 Penalty: 5313.059570
	Iteration 5F: 3 clusters Score -8340402 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33341 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -8342543.500000 Penalty: 5313.059570
	Iteration 6F: 3 clusters Score -8342544 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -8345401.000000 Penalty: 5313.059570
	Iteration 7F: 3 clusters Score -8345401 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -8348117.000000 Penalty: 5313.059570
	Iteration 8F: 3 clusters Score -8348117 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42453 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -8350436.000000 Penalty: 5313.059570
	Iteration 9F: 3 clusters Score -8350436 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43833 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -8351367.500000 Penalty: 5313.059570
	Iteration 10Q: 3 clusters Score -8351368 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8351644.000000 Penalty: 5313.059570
	Iteration 11Q: 3 clusters Score -8351644 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8351770.000000 Penalty: 5313.059570
	Iteration 12Q: 3 clusters Score -8351770 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44618 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -8351804.000000 Penalty: 5313.059570
	Iteration 13Q: 3 clusters Score -8351804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44637 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8351817.500000 Penalty: 5313.059570
	Iteration 14Q: 3 clusters Score -8351818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -8351831.000000 Penalty: 5313.059570
	Iteration 15Q: 3 clusters Score -8351831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44655 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -8351841.000000 Penalty: 5313.059570
	Iteration 16Q: 3 clusters Score -8351841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44660 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -8351844.500000 Penalty: 5313.059570
	Iteration 17Q: 3 clusters Score -8351844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44665 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -8351849.500000 Penalty: 5313.059570
	Iteration 18Q: 3 clusters Score -8351850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44668 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8351852.500000 Penalty: 5313.059570
	Iteration 19Q: 3 clusters Score -8351852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44670 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -8351853.500000 Penalty: 5313.059570
	Iteration 20F: 3 clusters Score -8351854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8351858.500000 Penalty: 5313.059570
	Iteration 21Q: 3 clusters Score -8351858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44674 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8351857.000000 Penalty: 5313.059570
	Iteration 22Q: 3 clusters Score -8351857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44675 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -8351860.000000 Penalty: 5313.059570
	Iteration 23Q: 3 clusters Score -8351860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44676 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8351865.000000 Penalty: 5313.059570
	Iteration 24Q: 3 clusters Score -8351865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -8351862.500000 Penalty: 5313.059570
	Iteration 25Q: 3 clusters Score -8351862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -8351862.500000 Penalty: 5313.059570
	Iteration 26F: 3 clusters Score -8351862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Entering Unmasked Estep 
Score: -461417.531250 Penalty: 1964.450806
	Iteration 0F: 2 clusters Score -461417.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -458367.187500 Penalty: 3928.901611
	Iteration 0F: 3 clusters Score -458367.2 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -459241.843750 Penalty: 3928.901611
	Iteration 1F: 3 clusters Score -459241.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -459652.312500 Penalty: 3928.901611
	Iteration 2F: 3 clusters Score -459652.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -460108.656250 Penalty: 3928.901611
	Iteration 3F: 3 clusters Score -460108.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -460489.281250 Penalty: 3928.901611
	Iteration 4F: 3 clusters Score -460489.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -460731.562500 Penalty: 3928.901611
	Iteration 5F: 3 clusters Score -460731.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -460892.562500 Penalty: 3928.901611
	Iteration 6Q: 3 clusters Score -460892.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -461018.687500 Penalty: 3928.901611
	Iteration 7Q: 3 clusters Score -461018.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -461153.593750 Penalty: 3928.901611
	Iteration 8Q: 3 clusters Score -461153.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -461286.000000 Penalty: 3928.901611
	Iteration 9Q: 3 clusters Score -461286 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -461343.250000 Penalty: 3928.901611
	Iteration 10Q: 3 clusters Score -461343.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -461425.406250 Penalty: 3928.901611
	Iteration 11Q: 3 clusters Score -461425.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -461505.937500 Penalty: 3928.901611
	Iteration 12Q: 3 clusters Score -461505.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -461586.593750 Penalty: 3928.901611
	Iteration 13Q: 3 clusters Score -461586.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -461648.687500 Penalty: 3928.901611
	Iteration 14Q: 3 clusters Score -461648.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -461685.718750 Penalty: 3928.901611
	Iteration 15Q: 3 clusters Score -461685.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -461702.625000 Penalty: 3928.901611
	Iteration 16Q: 3 clusters Score -461702.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -461719.000000 Penalty: 3928.901611
	Iteration 17Q: 3 clusters Score -461719 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -461729.625000 Penalty: 3928.901611
	Iteration 18Q: 3 clusters Score -461729.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -461736.343750 Penalty: 3928.901611
	Iteration 19Q: 3 clusters Score -461736.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -461755.718750 Penalty: 3928.901611
	Iteration 20F: 3 clusters Score -461755.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -461771.437500 Penalty: 3928.901611
	Iteration 21Q: 3 clusters Score -461771.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -461777.562500 Penalty: 3928.901611
	Iteration 22Q: 3 clusters Score -461777.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -461783.156250 Penalty: 3928.901611
	Iteration 23Q: 3 clusters Score -461783.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -461788.531250 Penalty: 3928.901611
	Iteration 24Q: 3 clusters Score -461788.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -461789.375000 Penalty: 3928.901611
	Iteration 25Q: 3 clusters Score -461789.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -461789.375000 Penalty: 3928.901611
	Iteration 26F: 3 clusters Score -461789.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45781 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46027 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45382 members 
Mstep: Class 7 contains 1354 members 
Mstep: Class 8 contains 44883 members 
Mstep: Class 9 contains 1019 members 
Mstep: Class 10 contains 45500 members 
Mstep: Class 11 contains 42277 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 47171 members 
Mstep: Class 14 contains 30496 members 
Mstep: Class 15 contains 45114 members 
Mstep: Class 16 contains 43298 members 
Mstep: Class 17 contains 43351 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 39854 members 
Mstep: Class 20 contains 45471 members 
Mstep: Class 21 contains 45597 members 
Mstep: Class 22 contains 1736 members 
Entering Unmasked Estep 
Score: -111201304.000000 Penalty: 72750.632812
Splitting cluster 9 changes total score from -111202288.000000 to -111201304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (45500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45500 members 
Entering Unmasked Estep 
Score: -8448643.000000 Penalty: 2659.916016
	Iteration 0F: 2 clusters Score -8448643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -8420549.000000 Penalty: 5319.832031
	Iteration 0F: 3 clusters Score -8420549 nChanged 20917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22341 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -8432040.000000 Penalty: 5319.832031
	Iteration 1F: 3 clusters Score -8432040 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -8432650.000000 Penalty: 5319.832031
	Iteration 2Q: 3 clusters Score -8432650 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -8433268.000000 Penalty: 5319.832031
	Iteration 3Q: 3 clusters Score -8433268 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -8433922.000000 Penalty: 5319.832031
	Iteration 4Q: 3 clusters Score -8433922 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19733 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -8434713.000000 Penalty: 5319.832031
	Iteration 5Q: 3 clusters Score -8434713 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -8435623.000000 Penalty: 5319.832031
	Iteration 6Q: 3 clusters Score -8435623 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -8436713.000000 Penalty: 5319.832031
	Iteration 7Q: 3 clusters Score -8436713 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -8438012.000000 Penalty: 5319.832031
	Iteration 8F: 3 clusters Score -8438012 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -8439625.000000 Penalty: 5319.832031
	Iteration 9F: 3 clusters Score -8439625 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -8441538.000000 Penalty: 5319.832031
	Iteration 10F: 3 clusters Score -8441538 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -8443451.000000 Penalty: 5319.832031
	Iteration 11F: 3 clusters Score -8443451 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 40398 members 
Entering Unmasked Estep 
Score: -8445017.000000 Penalty: 5319.832031
	Iteration 12F: 3 clusters Score -8445017 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 42329 members 
Entering Unmasked Estep 
Score: -8445999.000000 Penalty: 5319.832031
	Iteration 13Q: 3 clusters Score -8445999 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -8446392.000000 Penalty: 5319.832031
	Iteration 14Q: 3 clusters Score -8446392 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -8446451.000000 Penalty: 5319.832031
	Iteration 15Q: 3 clusters Score -8446451 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 44948 members 
Entering Unmasked Estep 
Score: -8446464.000000 Penalty: 5319.832031
	Iteration 16Q: 3 clusters Score -8446464 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 45097 members 
Entering Unmasked Estep 
Score: -8446483.000000 Penalty: 5319.832031
	Iteration 17Q: 3 clusters Score -8446483 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -8446500.000000 Penalty: 5319.832031
	Iteration 18Q: 3 clusters Score -8446500 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 45216 members 
Entering Unmasked Estep 
Score: -8446537.000000 Penalty: 5319.832031
	Iteration 19Q: 3 clusters Score -8446537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 45227 members 
Entering Unmasked Estep 
Score: -8446531.000000 Penalty: 5319.832031
	Iteration 20F: 3 clusters Score -8446531 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 45235 members 
Entering Unmasked Estep 
Score: -8446544.000000 Penalty: 5319.832031
	Iteration 21Q: 3 clusters Score -8446544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 45236 members 
Entering Unmasked Estep 
Score: -8446547.000000 Penalty: 5319.832031
	Iteration 22Q: 3 clusters Score -8446547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 45238 members 
Entering Unmasked Estep 
Score: -8446552.000000 Penalty: 5319.832031
	Iteration 23Q: 3 clusters Score -8446552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 45238 members 
Entering Unmasked Estep 
Score: -8446552.000000 Penalty: 5319.832031
	Iteration 24F: 3 clusters Score -8446552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Entering Unmasked Estep 
Score: -7736919.000000 Penalty: 2641.695557
	Iteration 0F: 2 clusters Score -7736919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -7708581.500000 Penalty: 5283.391113
	Iteration 0F: 3 clusters Score -7708582 nChanged 19399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -7719270.000000 Penalty: 5283.391113
	Iteration 1F: 3 clusters Score -7719270 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -7719879.500000 Penalty: 5283.391113
	Iteration 2Q: 3 clusters Score -7719880 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -7720654.000000 Penalty: 5283.391113
	Iteration 3Q: 3 clusters Score -7720654 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -7721806.000000 Penalty: 5283.391113
	Iteration 4F: 3 clusters Score -7721806 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -7723553.500000 Penalty: 5283.391113
	Iteration 5F: 3 clusters Score -7723554 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -7725784.000000 Penalty: 5283.391113
	Iteration 6F: 3 clusters Score -7725784 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -7728308.500000 Penalty: 5283.391113
	Iteration 7F: 3 clusters Score -7728308 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 31131 members 
Entering Unmasked Estep 
Score: -7730774.000000 Penalty: 5283.391113
	Iteration 8F: 3 clusters Score -7730774 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -7732338.500000 Penalty: 5283.391113
	Iteration 9Q: 3 clusters Score -7732338 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -7733116.000000 Penalty: 5283.391113
	Iteration 10Q: 3 clusters Score -7733116 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -7733546.000000 Penalty: 5283.391113
	Iteration 11Q: 3 clusters Score -7733546 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 34459 members 
Entering Unmasked Estep 
Score: -7733834.000000 Penalty: 5283.391113
	Iteration 12Q: 3 clusters Score -7733834 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -7734032.000000 Penalty: 5283.391113
	Iteration 13Q: 3 clusters Score -7734032 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 35368 members 
Entering Unmasked Estep 
Score: -7734213.500000 Penalty: 5283.391113
	Iteration 14Q: 3 clusters Score -7734214 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -7734337.000000 Penalty: 5283.391113
	Iteration 15Q: 3 clusters Score -7734337 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -7734453.000000 Penalty: 5283.391113
	Iteration 16Q: 3 clusters Score -7734453 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -7734531.500000 Penalty: 5283.391113
	Iteration 17Q: 3 clusters Score -7734532 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -7734610.500000 Penalty: 5283.391113
	Iteration 18Q: 3 clusters Score -7734610 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -7734627.000000 Penalty: 5283.391113
	Iteration 19Q: 3 clusters Score -7734627 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -7734707.000000 Penalty: 5283.391113
	Iteration 20F: 3 clusters Score -7734707 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -7734734.000000 Penalty: 5283.391113
	Iteration 21Q: 3 clusters Score -7734734 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
Score: -7734773.000000 Penalty: 5283.391113
	Iteration 22Q: 3 clusters Score -7734773 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -7734827.000000 Penalty: 5283.391113
	Iteration 23Q: 3 clusters Score -7734827 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -7734867.500000 Penalty: 5283.391113
	Iteration 24Q: 3 clusters Score -7734868 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -7734898.500000 Penalty: 5283.391113
	Iteration 25Q: 3 clusters Score -7734898 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 38321 members 
Entering Unmasked Estep 
Score: -7734914.000000 Penalty: 5283.391113
	Iteration 26Q: 3 clusters Score -7734914 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
Score: -7734950.500000 Penalty: 5283.391113
	Iteration 27Q: 3 clusters Score -7734950 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -7735004.000000 Penalty: 5283.391113
	Iteration 28Q: 3 clusters Score -7735004 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -7735015.500000 Penalty: 5283.391113
	Iteration 29Q: 3 clusters Score -7735016 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
Score: -7735041.500000 Penalty: 5283.391113
	Iteration 30Q: 3 clusters Score -7735042 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -7735067.500000 Penalty: 5283.391113
	Iteration 31Q: 3 clusters Score -7735068 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 39034 members 
Entering Unmasked Estep 
Score: -7735077.500000 Penalty: 5283.391113
	Iteration 32Q: 3 clusters Score -7735078 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -7735077.500000 Penalty: 5283.391113
	Iteration 33Q: 3 clusters Score -7735078 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 39171 members 
Entering Unmasked Estep 
Score: -7735115.000000 Penalty: 5283.391113
	Iteration 34Q: 3 clusters Score -7735115 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
Score: -7735112.000000 Penalty: 5283.391113
	Iteration 35Q: 3 clusters Score -7735112 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -7735119.000000 Penalty: 5283.391113
	Iteration 36Q: 3 clusters Score -7735119 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -7735130.000000 Penalty: 5283.391113
	Iteration 37Q: 3 clusters Score -7735130 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 39339 members 
Entering Unmasked Estep 
Score: -7735139.000000 Penalty: 5283.391113
	Iteration 38Q: 3 clusters Score -7735139 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 39367 members 
Entering Unmasked Estep 
Score: -7735134.000000 Penalty: 5283.391113
	Iteration 39Q: 3 clusters Score -7735134 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 39406 members 
Entering Unmasked Estep 
Score: -7735136.000000 Penalty: 5283.391113
	Iteration 40F: 3 clusters Score -7735136 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -7735148.500000 Penalty: 5283.391113
	Iteration 41Q: 3 clusters Score -7735148 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 39490 members 
Entering Unmasked Estep 
Score: -7735149.500000 Penalty: 5283.391113
	Iteration 42Q: 3 clusters Score -7735150 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
Score: -7735161.500000 Penalty: 5283.391113
	Iteration 43Q: 3 clusters Score -7735162 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 39569 members 
Entering Unmasked Estep 
Score: -7735162.500000 Penalty: 5283.391113
	Iteration 44Q: 3 clusters Score -7735162 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -7735156.500000 Penalty: 5283.391113
	Iteration 45Q: 3 clusters Score -7735156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -7735153.500000 Penalty: 5283.391113
	Iteration 46Q: 3 clusters Score -7735154 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 39664 members 
Entering Unmasked Estep 
Score: -7735145.500000 Penalty: 5283.391113
	Iteration 47Q: 3 clusters Score -7735146 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 39695 members 
Entering Unmasked Estep 
Score: -7735158.000000 Penalty: 5283.391113
	Iteration 48Q: 3 clusters Score -7735158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -7735156.000000 Penalty: 5283.391113
	Iteration 49Q: 3 clusters Score -7735156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -7735165.500000 Penalty: 5283.391113
	Iteration 50Q: 3 clusters Score -7735166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -7735166.500000 Penalty: 5283.391113
	Iteration 51Q: 3 clusters Score -7735166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 39774 members 
Entering Unmasked Estep 
Score: -7735173.000000 Penalty: 5283.391113
	Iteration 52Q: 3 clusters Score -7735173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -7735170.000000 Penalty: 5283.391113
	Iteration 53Q: 3 clusters Score -7735170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -7735176.500000 Penalty: 5283.391113
	Iteration 54Q: 3 clusters Score -7735176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 39796 members 
Entering Unmasked Estep 
Score: -7735166.500000 Penalty: 5283.391113
	Iteration 55Q: 3 clusters Score -7735166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 39802 members 
Entering Unmasked Estep 
Score: -7735174.000000 Penalty: 5283.391113
	Iteration 56Q: 3 clusters Score -7735174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -7735169.500000 Penalty: 5283.391113
	Iteration 57Q: 3 clusters Score -7735170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 39810 members 
Entering Unmasked Estep 
Score: -7735169.500000 Penalty: 5283.391113
	Iteration 58Q: 3 clusters Score -7735170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -7735173.000000 Penalty: 5283.391113
	Iteration 59Q: 3 clusters Score -7735173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
Score: -7735176.000000 Penalty: 5283.391113
	Iteration 60F: 3 clusters Score -7735176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 39817 members 
Entering Unmasked Estep 
Score: -7735178.500000 Penalty: 5283.391113
	Iteration 61Q: 3 clusters Score -7735178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -7735176.000000 Penalty: 5283.391113
	Iteration 62Q: 3 clusters Score -7735176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -7735176.000000 Penalty: 5283.391113
	Iteration 63F: 3 clusters Score -7735176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -88868.484375 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -88868.48 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 387 members 
Entering Unmasked Estep 
Score: -87294.921875 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -87294.92 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -87762.710938 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -87762.71 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -87993.289062 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -87993.29 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -88123.937500 Penalty: 3292.729736
	Iteration 3F: 3 clusters Score -88123.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -88199.046875 Penalty: 3292.729736
	Iteration 4Q: 3 clusters Score -88199.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -88273.710938 Penalty: 3292.729736
	Iteration 5Q: 3 clusters Score -88273.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -88322.445312 Penalty: 3292.729736
	Iteration 6Q: 3 clusters Score -88322.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -88388.250000 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -88388.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -88446.406250 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -88446.41 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -88508.062500 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -88508.06 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -88580.078125 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -88580.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -88618.781250 Penalty: 3292.729736
	Iteration 11Q: 3 clusters Score -88618.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -88655.085938 Penalty: 3292.729736
	Iteration 12Q: 3 clusters Score -88655.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -88711.531250 Penalty: 3292.729736
	Iteration 13Q: 3 clusters Score -88711.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -88751.906250 Penalty: 3292.729736
	Iteration 14Q: 3 clusters Score -88751.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -88771.609375 Penalty: 3292.729736
	Iteration 15Q: 3 clusters Score -88771.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -88787.460938 Penalty: 3292.729736
	Iteration 16Q: 3 clusters Score -88787.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -88806.820312 Penalty: 3292.729736
	Iteration 17Q: 3 clusters Score -88806.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -88815.273438 Penalty: 3292.729736
	Iteration 18Q: 3 clusters Score -88815.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -88831.031250 Penalty: 3292.729736
	Iteration 19Q: 3 clusters Score -88831.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -88869.335938 Penalty: 3292.729736
	Iteration 20F: 3 clusters Score -88869.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -88919.265625 Penalty: 3292.729736
	Iteration 21Q: 3 clusters Score -88919.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -88960.179688 Penalty: 3292.729736
	Iteration 22Q: 3 clusters Score -88960.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -88987.023438 Penalty: 3292.729736
	Iteration 23Q: 3 clusters Score -88987.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -89029.375000 Penalty: 3292.729736
	Iteration 24Q: 3 clusters Score -89029.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -89050.710938 Penalty: 3292.729736
	Iteration 25Q: 3 clusters Score -89050.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -89063.789062 Penalty: 3292.729736
	Iteration 26Q: 3 clusters Score -89063.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -89067.460938 Penalty: 3292.729736
	Iteration 27Q: 3 clusters Score -89067.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -89070.187500 Penalty: 3292.729736
	Iteration 28Q: 3 clusters Score -89070.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -89070.585938 Penalty: 3292.729736
	Iteration 29Q: 3 clusters Score -89070.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -89070.585938 Penalty: 3292.729736
	Iteration 30F: 3 clusters Score -89070.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45781 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46027 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45382 members 
Mstep: Class 7 contains 1354 members 
Mstep: Class 8 contains 44883 members 
Mstep: Class 9 contains 2755 members 
Mstep: Class 10 contains 45500 members 
Mstep: Class 11 contains 42277 members 
Mstep: Class 12 contains 410 members 
Mstep: Class 13 contains 47171 members 
Mstep: Class 14 contains 30496 members 
Mstep: Class 15 contains 45114 members 
Mstep: Class 16 contains 43298 members 
Mstep: Class 17 contains 43351 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 39854 members 
Mstep: Class 20 contains 45471 members 
Mstep: Class 21 contains 45597 members 
Mstep: Class 22 contains 354 members 
Entering Unmasked Estep 
Score: -111200728.000000 Penalty: 72750.632812
Splitting cluster 12 changes total score from -111202288.000000 to -111200728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (47171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47171 members 
Entering Unmasked Estep 
Score: -8665844.000000 Penalty: 2668.860596
	Iteration 0F: 2 clusters Score -8665844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -8638249.000000 Penalty: 5337.721191
	Iteration 0F: 3 clusters Score -8638249 nChanged 21499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -8650206.000000 Penalty: 5337.721191
	Iteration 1F: 3 clusters Score -8650206 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -8650648.000000 Penalty: 5337.721191
	Iteration 2Q: 3 clusters Score -8650648 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -8651075.000000 Penalty: 5337.721191
	Iteration 3Q: 3 clusters Score -8651075 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -8651580.000000 Penalty: 5337.721191
	Iteration 4Q: 3 clusters Score -8651580 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -8652168.000000 Penalty: 5337.721191
	Iteration 5Q: 3 clusters Score -8652168 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -8652969.000000 Penalty: 5337.721191
	Iteration 6Q: 3 clusters Score -8652969 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -8654001.000000 Penalty: 5337.721191
	Iteration 7Q: 3 clusters Score -8654001 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -8655248.000000 Penalty: 5337.721191
	Iteration 8Q: 3 clusters Score -8655248 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -8656802.000000 Penalty: 5337.721191
	Iteration 9F: 3 clusters Score -8656802 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -8658637.000000 Penalty: 5337.721191
	Iteration 10F: 3 clusters Score -8658637 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -8660590.000000 Penalty: 5337.721191
	Iteration 11F: 3 clusters Score -8660590 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -8661965.000000 Penalty: 5337.721191
	Iteration 12Q: 3 clusters Score -8661965 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -8662826.000000 Penalty: 5337.721191
	Iteration 13Q: 3 clusters Score -8662826 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -8663169.000000 Penalty: 5337.721191
	Iteration 14Q: 3 clusters Score -8663169 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -8663452.000000 Penalty: 5337.721191
	Iteration 15Q: 3 clusters Score -8663452 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 31046 members 
Entering Unmasked Estep 
Score: -8663697.000000 Penalty: 5337.721191
	Iteration 16Q: 3 clusters Score -8663697 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -8663886.000000 Penalty: 5337.721191
	Iteration 17Q: 3 clusters Score -8663886 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 32393 members 
Entering Unmasked Estep 
Score: -8664104.000000 Penalty: 5337.721191
	Iteration 18Q: 3 clusters Score -8664104 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -8664290.000000 Penalty: 5337.721191
	Iteration 19Q: 3 clusters Score -8664290 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -8664486.000000 Penalty: 5337.721191
	Iteration 20F: 3 clusters Score -8664486 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -8664662.000000 Penalty: 5337.721191
	Iteration 21Q: 3 clusters Score -8664662 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -8664864.000000 Penalty: 5337.721191
	Iteration 22Q: 3 clusters Score -8664864 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -8665003.000000 Penalty: 5337.721191
	Iteration 23Q: 3 clusters Score -8665003 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -8665172.000000 Penalty: 5337.721191
	Iteration 24Q: 3 clusters Score -8665172 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -8665294.000000 Penalty: 5337.721191
	Iteration 25Q: 3 clusters Score -8665294 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -8665400.000000 Penalty: 5337.721191
	Iteration 26Q: 3 clusters Score -8665400 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -8665543.000000 Penalty: 5337.721191
	Iteration 27Q: 3 clusters Score -8665543 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -8665695.000000 Penalty: 5337.721191
	Iteration 28Q: 3 clusters Score -8665695 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -8665765.000000 Penalty: 5337.721191
	Iteration 29Q: 3 clusters Score -8665765 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -8665843.000000 Penalty: 5337.721191
	Iteration 30Q: 3 clusters Score -8665843 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -8665945.000000 Penalty: 5337.721191
	Iteration 31Q: 3 clusters Score -8665945 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 41103 members 
Entering Unmasked Estep 
Score: -8666060.000000 Penalty: 5337.721191
	Iteration 32Q: 3 clusters Score -8666060 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 41726 members 
Entering Unmasked Estep 
Score: -8666060.000000 Penalty: 5337.721191
	Iteration 33Q: 3 clusters Score -8666060 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 42340 members 
Entering Unmasked Estep 
Score: -8666059.000000 Penalty: 5337.721191
	Iteration 34Q: 3 clusters Score -8666059 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 42983 members 
Entering Unmasked Estep 
Score: -8666077.000000 Penalty: 5337.721191
	Iteration 35Q: 3 clusters Score -8666077 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 43568 members 
Entering Unmasked Estep 
Score: -8665969.000000 Penalty: 5337.721191
	Iteration 36Q: 3 clusters Score -8665969 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -8665738.000000 Penalty: 5337.721191
	Iteration 37Q: 3 clusters Score -8665738 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 44487 members 
Entering Unmasked Estep 
Score: -8665562.000000 Penalty: 5337.721191
	Iteration 38Q: 3 clusters Score -8665562 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 44796 members 
Entering Unmasked Estep 
Score: -8665402.000000 Penalty: 5337.721191
	Iteration 39Q: 3 clusters Score -8665402 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 45007 members 
Entering Unmasked Estep 
Score: -8665398.000000 Penalty: 5337.721191
	Iteration 40F: 3 clusters Score -8665398 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 45320 members 
Entering Unmasked Estep 
Score: -8665201.000000 Penalty: 5337.721191
	Iteration 41Q: 3 clusters Score -8665201 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -8665080.000000 Penalty: 5337.721191
	Iteration 42Q: 3 clusters Score -8665080 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 45753 members 
Entering Unmasked Estep 
Score: -8664949.000000 Penalty: 5337.721191
	Iteration 43Q: 3 clusters Score -8664949 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 45909 members 
Entering Unmasked Estep 
Score: -8664800.000000 Penalty: 5337.721191
	Iteration 44Q: 3 clusters Score -8664800 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 46018 members 
Entering Unmasked Estep 
Score: -8664710.000000 Penalty: 5337.721191
	Iteration 45Q: 3 clusters Score -8664710 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -8664661.000000 Penalty: 5337.721191
	Iteration 46Q: 3 clusters Score -8664661 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -8664631.000000 Penalty: 5337.721191
	Iteration 47Q: 3 clusters Score -8664631 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 46223 members 
Entering Unmasked Estep 
Score: -8664616.000000 Penalty: 5337.721191
	Iteration 48Q: 3 clusters Score -8664616 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 46265 members 
Entering Unmasked Estep 
Score: -8664615.000000 Penalty: 5337.721191
	Iteration 49Q: 3 clusters Score -8664615 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 46300 members 
Entering Unmasked Estep 
Score: -8664594.000000 Penalty: 5337.721191
	Iteration 50Q: 3 clusters Score -8664594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 46323 members 
Entering Unmasked Estep 
Score: -8664578.000000 Penalty: 5337.721191
	Iteration 51Q: 3 clusters Score -8664578 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 46349 members 
Entering Unmasked Estep 
Score: -8664565.000000 Penalty: 5337.721191
	Iteration 52Q: 3 clusters Score -8664565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 46363 members 
Entering Unmasked Estep 
Score: -8664554.000000 Penalty: 5337.721191
	Iteration 53Q: 3 clusters Score -8664554 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 46383 members 
Entering Unmasked Estep 
Score: -8664536.000000 Penalty: 5337.721191
	Iteration 54Q: 3 clusters Score -8664536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
Score: -8664537.000000 Penalty: 5337.721191
	Iteration 55Q: 3 clusters Score -8664537 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 46423 members 
Entering Unmasked Estep 
Score: -8664519.000000 Penalty: 5337.721191
	Iteration 56Q: 3 clusters Score -8664519 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -8664502.000000 Penalty: 5337.721191
	Iteration 57Q: 3 clusters Score -8664502 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 46447 members 
Entering Unmasked Estep 
Score: -8664493.000000 Penalty: 5337.721191
	Iteration 58Q: 3 clusters Score -8664493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 46457 members 
Entering Unmasked Estep 
Score: -8664497.000000 Penalty: 5337.721191
	Iteration 59Q: 3 clusters Score -8664497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 46463 members 
Entering Unmasked Estep 
Score: -8664492.000000 Penalty: 5337.721191
	Iteration 60F: 3 clusters Score -8664492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 46471 members 
Entering Unmasked Estep 
Score: -8664485.000000 Penalty: 5337.721191
	Iteration 61Q: 3 clusters Score -8664485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 46477 members 
Entering Unmasked Estep 
Score: -8664489.000000 Penalty: 5337.721191
	Iteration 62Q: 3 clusters Score -8664489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 46482 members 
Entering Unmasked Estep 
Score: -8664486.000000 Penalty: 5337.721191
	Iteration 63Q: 3 clusters Score -8664486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 46489 members 
Entering Unmasked Estep 
Score: -8664481.000000 Penalty: 5337.721191
	Iteration 64Q: 3 clusters Score -8664481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 46495 members 
Entering Unmasked Estep 
Score: -8664486.000000 Penalty: 5337.721191
	Iteration 65Q: 3 clusters Score -8664486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -8664488.000000 Penalty: 5337.721191
	Iteration 66Q: 3 clusters Score -8664488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 46502 members 
Entering Unmasked Estep 
Score: -8664480.000000 Penalty: 5337.721191
	Iteration 67Q: 3 clusters Score -8664480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 46508 members 
Entering Unmasked Estep 
Score: -8664481.000000 Penalty: 5337.721191
	Iteration 68Q: 3 clusters Score -8664481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 46511 members 
Entering Unmasked Estep 
Score: -8664472.000000 Penalty: 5337.721191
	Iteration 69Q: 3 clusters Score -8664472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 46514 members 
Entering Unmasked Estep 
Score: -8664477.000000 Penalty: 5337.721191
	Iteration 70Q: 3 clusters Score -8664477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 46514 members 
Entering Unmasked Estep 
Score: -8664480.000000 Penalty: 5337.721191
	Iteration 71Q: 3 clusters Score -8664480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 46515 members 
Entering Unmasked Estep 
Score: -8664482.000000 Penalty: 5337.721191
	Iteration 72Q: 3 clusters Score -8664482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 46515 members 
Entering Unmasked Estep 
Score: -8664484.000000 Penalty: 5337.721191
	Iteration 73Q: 3 clusters Score -8664484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 46515 members 
Entering Unmasked Estep 
Score: -8664484.000000 Penalty: 5337.721191
	Iteration 74F: 3 clusters Score -8664484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Entering Unmasked Estep 
Score: -5420673.000000 Penalty: 2560.687012
	Iteration 0F: 2 clusters Score -5420673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -5399802.500000 Penalty: 5121.374023
	Iteration 0F: 3 clusters Score -5399802 nChanged 13631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -5406992.000000 Penalty: 5121.374023
	Iteration 1F: 3 clusters Score -5406992 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -5407326.500000 Penalty: 5121.374023
	Iteration 2Q: 3 clusters Score -5407326 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -5407721.500000 Penalty: 5121.374023
	Iteration 3Q: 3 clusters Score -5407722 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -5408073.500000 Penalty: 5121.374023
	Iteration 4Q: 3 clusters Score -5408074 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -5408460.000000 Penalty: 5121.374023
	Iteration 5Q: 3 clusters Score -5408460 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -5408834.000000 Penalty: 5121.374023
	Iteration 6Q: 3 clusters Score -5408834 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -5409356.500000 Penalty: 5121.374023
	Iteration 7Q: 3 clusters Score -5409356 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18850 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -5409894.500000 Penalty: 5121.374023
	Iteration 8Q: 3 clusters Score -5409894 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -5410562.000000 Penalty: 5121.374023
	Iteration 9Q: 3 clusters Score -5410562 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -5411493.500000 Penalty: 5121.374023
	Iteration 10Q: 3 clusters Score -5411494 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -5412632.500000 Penalty: 5121.374023
	Iteration 11F: 3 clusters Score -5412632 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -5413852.000000 Penalty: 5121.374023
	Iteration 12F: 3 clusters Score -5413852 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -5414843.000000 Penalty: 5121.374023
	Iteration 13Q: 3 clusters Score -5414843 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -5415596.000000 Penalty: 5121.374023
	Iteration 14Q: 3 clusters Score -5415596 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -5416178.500000 Penalty: 5121.374023
	Iteration 15Q: 3 clusters Score -5416178 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -5416633.500000 Penalty: 5121.374023
	Iteration 16Q: 3 clusters Score -5416634 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -5417006.500000 Penalty: 5121.374023
	Iteration 17Q: 3 clusters Score -5417006 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -5417332.000000 Penalty: 5121.374023
	Iteration 18Q: 3 clusters Score -5417332 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -5417624.500000 Penalty: 5121.374023
	Iteration 19Q: 3 clusters Score -5417624 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -5417819.500000 Penalty: 5121.374023
	Iteration 20F: 3 clusters Score -5417820 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -5417962.500000 Penalty: 5121.374023
	Iteration 21Q: 3 clusters Score -5417962 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -5418083.000000 Penalty: 5121.374023
	Iteration 22Q: 3 clusters Score -5418083 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -5418162.000000 Penalty: 5121.374023
	Iteration 23Q: 3 clusters Score -5418162 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -5418224.000000 Penalty: 5121.374023
	Iteration 24Q: 3 clusters Score -5418224 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -5418271.000000 Penalty: 5121.374023
	Iteration 25Q: 3 clusters Score -5418271 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29057 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -5418336.000000 Penalty: 5121.374023
	Iteration 26Q: 3 clusters Score -5418336 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -5418405.500000 Penalty: 5121.374023
	Iteration 27Q: 3 clusters Score -5418406 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5418465.500000 Penalty: 5121.374023
	Iteration 28Q: 3 clusters Score -5418466 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -5418501.500000 Penalty: 5121.374023
	Iteration 29Q: 3 clusters Score -5418502 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -5418534.500000 Penalty: 5121.374023
	Iteration 30Q: 3 clusters Score -5418534 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -5418550.500000 Penalty: 5121.374023
	Iteration 31Q: 3 clusters Score -5418550 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29336 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -5418559.500000 Penalty: 5121.374023
	Iteration 32Q: 3 clusters Score -5418560 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -5418581.500000 Penalty: 5121.374023
	Iteration 33Q: 3 clusters Score -5418582 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5418589.000000 Penalty: 5121.374023
	Iteration 34Q: 3 clusters Score -5418589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -5418602.500000 Penalty: 5121.374023
	Iteration 35Q: 3 clusters Score -5418602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -5418596.500000 Penalty: 5121.374023
	Iteration 36Q: 3 clusters Score -5418596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -5418600.000000 Penalty: 5121.374023
	Iteration 37Q: 3 clusters Score -5418600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -5418612.500000 Penalty: 5121.374023
	Iteration 38Q: 3 clusters Score -5418612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5418613.500000 Penalty: 5121.374023
	Iteration 39Q: 3 clusters Score -5418614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -5418619.500000 Penalty: 5121.374023
	Iteration 40F: 3 clusters Score -5418620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -5418623.500000 Penalty: 5121.374023
	Iteration 41Q: 3 clusters Score -5418624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -5418619.500000 Penalty: 5121.374023
	Iteration 42Q: 3 clusters Score -5418620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -5418626.500000 Penalty: 5121.374023
	Iteration 43Q: 3 clusters Score -5418626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5418621.500000 Penalty: 5121.374023
	Iteration 44Q: 3 clusters Score -5418622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -5418630.500000 Penalty: 5121.374023
	Iteration 45Q: 3 clusters Score -5418630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5418633.500000 Penalty: 5121.374023
	Iteration 46Q: 3 clusters Score -5418634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -5418637.000000 Penalty: 5121.374023
	Iteration 47Q: 3 clusters Score -5418637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -5418644.500000 Penalty: 5121.374023
	Iteration 48Q: 3 clusters Score -5418644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -5418645.500000 Penalty: 5121.374023
	Iteration 49Q: 3 clusters Score -5418646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -5418641.000000 Penalty: 5121.374023
	Iteration 50Q: 3 clusters Score -5418641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29473 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -5418638.000000 Penalty: 5121.374023
	Iteration 51Q: 3 clusters Score -5418638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -5418644.500000 Penalty: 5121.374023
	Iteration 52Q: 3 clusters Score -5418644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -5418647.500000 Penalty: 5121.374023
	Iteration 53Q: 3 clusters Score -5418648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -5418643.500000 Penalty: 5121.374023
	Iteration 54Q: 3 clusters Score -5418644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5418643.500000 Penalty: 5121.374023
	Iteration 55Q: 3 clusters Score -5418644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -5418648.500000 Penalty: 5121.374023
	Iteration 56Q: 3 clusters Score -5418648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -5418648.500000 Penalty: 5121.374023
	Iteration 57Q: 3 clusters Score -5418648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -5418648.500000 Penalty: 5121.374023
	Iteration 58F: 3 clusters Score -5418648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (45114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45114 members 
Entering Unmasked Estep 
Score: -8214329.500000 Penalty: 2657.802979
	Iteration 0F: 2 clusters Score -8214330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -8184764.000000 Penalty: 5315.605957
	Iteration 0F: 3 clusters Score -8184764 nChanged 20789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24515 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -8196227.000000 Penalty: 5315.605957
	Iteration 1F: 3 clusters Score -8196227 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -8196963.000000 Penalty: 5315.605957
	Iteration 2Q: 3 clusters Score -8196963 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -8198006.000000 Penalty: 5315.605957
	Iteration 3Q: 3 clusters Score -8198006 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -8199579.500000 Penalty: 5315.605957
	Iteration 4F: 3 clusters Score -8199580 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31347 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -8202019.000000 Penalty: 5315.605957
	Iteration 5F: 3 clusters Score -8202019 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -8205286.500000 Penalty: 5315.605957
	Iteration 6F: 3 clusters Score -8205286 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -8208493.000000 Penalty: 5315.605957
	Iteration 7F: 3 clusters Score -8208493 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -8210762.000000 Penalty: 5315.605957
	Iteration 8F: 3 clusters Score -8210762 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -8212146.000000 Penalty: 5315.605957
	Iteration 9Q: 3 clusters Score -8212146 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -8212766.000000 Penalty: 5315.605957
	Iteration 10Q: 3 clusters Score -8212766 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -8213031.000000 Penalty: 5315.605957
	Iteration 11Q: 3 clusters Score -8213031 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -8213184.000000 Penalty: 5315.605957
	Iteration 12Q: 3 clusters Score -8213184 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -8213281.000000 Penalty: 5315.605957
	Iteration 13Q: 3 clusters Score -8213281 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -8213343.500000 Penalty: 5315.605957
	Iteration 14Q: 3 clusters Score -8213344 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42655 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -8213386.000000 Penalty: 5315.605957
	Iteration 15Q: 3 clusters Score -8213386 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42765 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -8213408.000000 Penalty: 5315.605957
	Iteration 16Q: 3 clusters Score -8213408 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -8213422.000000 Penalty: 5315.605957
	Iteration 17Q: 3 clusters Score -8213422 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -8213429.500000 Penalty: 5315.605957
	Iteration 18Q: 3 clusters Score -8213430 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42981 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -8213403.000000 Penalty: 5315.605957
	Iteration 19Q: 3 clusters Score -8213403 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -8213426.000000 Penalty: 5315.605957
	Iteration 20F: 3 clusters Score -8213426 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43052 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -8213425.500000 Penalty: 5315.605957
	Iteration 21Q: 3 clusters Score -8213426 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43073 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -8213424.500000 Penalty: 5315.605957
	Iteration 22Q: 3 clusters Score -8213424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -8213421.000000 Penalty: 5315.605957
	Iteration 23Q: 3 clusters Score -8213421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -8213420.000000 Penalty: 5315.605957
	Iteration 24Q: 3 clusters Score -8213420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -8213422.000000 Penalty: 5315.605957
	Iteration 25Q: 3 clusters Score -8213422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43122 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -8213419.000000 Penalty: 5315.605957
	Iteration 26Q: 3 clusters Score -8213419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43130 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -8213407.500000 Penalty: 5315.605957
	Iteration 27Q: 3 clusters Score -8213408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -8213410.500000 Penalty: 5315.605957
	Iteration 28Q: 3 clusters Score -8213410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -8213405.000000 Penalty: 5315.605957
	Iteration 29Q: 3 clusters Score -8213405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -8213404.500000 Penalty: 5315.605957
	Iteration 30Q: 3 clusters Score -8213404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -8213403.000000 Penalty: 5315.605957
	Iteration 31Q: 3 clusters Score -8213403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -8213399.000000 Penalty: 5315.605957
	Iteration 32Q: 3 clusters Score -8213399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -8213402.500000 Penalty: 5315.605957
	Iteration 33Q: 3 clusters Score -8213402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43141 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -8213401.000000 Penalty: 5315.605957
	Iteration 34Q: 3 clusters Score -8213401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43141 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -8213401.000000 Penalty: 5315.605957
	Iteration 35F: 3 clusters Score -8213401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (43298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43298 members 
Entering Unmasked Estep 
Score: -7895652.500000 Penalty: 2647.613525
	Iteration 0F: 2 clusters Score -7895652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -7866601.000000 Penalty: 5295.227051
	Iteration 0F: 3 clusters Score -7866601 nChanged 19791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -7877728.500000 Penalty: 5295.227051
	Iteration 1F: 3 clusters Score -7877728 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -7878428.500000 Penalty: 5295.227051
	Iteration 2Q: 3 clusters Score -7878428 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -7879339.000000 Penalty: 5295.227051
	Iteration 3Q: 3 clusters Score -7879339 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -7880672.500000 Penalty: 5295.227051
	Iteration 4F: 3 clusters Score -7880672 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -7882377.500000 Penalty: 5295.227051
	Iteration 5F: 3 clusters Score -7882378 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -7884461.500000 Penalty: 5295.227051
	Iteration 6F: 3 clusters Score -7884462 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -7886771.000000 Penalty: 5295.227051
	Iteration 7F: 3 clusters Score -7886771 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -7888832.500000 Penalty: 5295.227051
	Iteration 8F: 3 clusters Score -7888832 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -7890109.500000 Penalty: 5295.227051
	Iteration 9F: 3 clusters Score -7890110 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -7890640.500000 Penalty: 5295.227051
	Iteration 10Q: 3 clusters Score -7890640 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -7890929.000000 Penalty: 5295.227051
	Iteration 11Q: 3 clusters Score -7890929 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -7891143.000000 Penalty: 5295.227051
	Iteration 12Q: 3 clusters Score -7891143 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -7891347.000000 Penalty: 5295.227051
	Iteration 13Q: 3 clusters Score -7891347 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -7891565.000000 Penalty: 5295.227051
	Iteration 14Q: 3 clusters Score -7891565 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 28875 members 
Entering Unmasked Estep 
Score: -7891773.000000 Penalty: 5295.227051
	Iteration 15Q: 3 clusters Score -7891773 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -7891986.500000 Penalty: 5295.227051
	Iteration 16Q: 3 clusters Score -7891986 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -7892185.500000 Penalty: 5295.227051
	Iteration 17Q: 3 clusters Score -7892186 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -7892438.000000 Penalty: 5295.227051
	Iteration 18Q: 3 clusters Score -7892438 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -7892648.000000 Penalty: 5295.227051
	Iteration 19Q: 3 clusters Score -7892648 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -7892829.500000 Penalty: 5295.227051
	Iteration 20F: 3 clusters Score -7892830 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -7892994.500000 Penalty: 5295.227051
	Iteration 21Q: 3 clusters Score -7892994 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -7893132.500000 Penalty: 5295.227051
	Iteration 22Q: 3 clusters Score -7893132 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 32087 members 
Entering Unmasked Estep 
Score: -7893200.000000 Penalty: 5295.227051
	Iteration 23Q: 3 clusters Score -7893200 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -7893305.500000 Penalty: 5295.227051
	Iteration 24Q: 3 clusters Score -7893306 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -7893357.000000 Penalty: 5295.227051
	Iteration 25Q: 3 clusters Score -7893357 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -7893423.500000 Penalty: 5295.227051
	Iteration 26Q: 3 clusters Score -7893424 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -7893431.000000 Penalty: 5295.227051
	Iteration 27Q: 3 clusters Score -7893431 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -7893490.000000 Penalty: 5295.227051
	Iteration 28Q: 3 clusters Score -7893490 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -7893506.500000 Penalty: 5295.227051
	Iteration 29Q: 3 clusters Score -7893506 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -7893526.500000 Penalty: 5295.227051
	Iteration 30Q: 3 clusters Score -7893526 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 33679 members 
Entering Unmasked Estep 
Score: -7893557.000000 Penalty: 5295.227051
	Iteration 31Q: 3 clusters Score -7893557 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -7893577.000000 Penalty: 5295.227051
	Iteration 32Q: 3 clusters Score -7893577 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 33934 members 
Entering Unmasked Estep 
Score: -7893588.500000 Penalty: 5295.227051
	Iteration 33Q: 3 clusters Score -7893588 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -7893606.000000 Penalty: 5295.227051
	Iteration 34Q: 3 clusters Score -7893606 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -7893623.500000 Penalty: 5295.227051
	Iteration 35Q: 3 clusters Score -7893624 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 34244 members 
Entering Unmasked Estep 
Score: -7893622.500000 Penalty: 5295.227051
	Iteration 36Q: 3 clusters Score -7893622 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -7893648.500000 Penalty: 5295.227051
	Iteration 37Q: 3 clusters Score -7893648 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -7893655.000000 Penalty: 5295.227051
	Iteration 38Q: 3 clusters Score -7893655 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -7893658.000000 Penalty: 5295.227051
	Iteration 39Q: 3 clusters Score -7893658 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -7893672.500000 Penalty: 5295.227051
	Iteration 40F: 3 clusters Score -7893672 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -7893689.500000 Penalty: 5295.227051
	Iteration 41Q: 3 clusters Score -7893690 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -7893701.500000 Penalty: 5295.227051
	Iteration 42Q: 3 clusters Score -7893702 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -7893712.000000 Penalty: 5295.227051
	Iteration 43Q: 3 clusters Score -7893712 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 34813 members 
Entering Unmasked Estep 
Score: -7893705.500000 Penalty: 5295.227051
	Iteration 44Q: 3 clusters Score -7893706 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -7893721.500000 Penalty: 5295.227051
	Iteration 45Q: 3 clusters Score -7893722 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
Score: -7893729.000000 Penalty: 5295.227051
	Iteration 46Q: 3 clusters Score -7893729 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -7893735.000000 Penalty: 5295.227051
	Iteration 47Q: 3 clusters Score -7893735 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -7893758.500000 Penalty: 5295.227051
	Iteration 48Q: 3 clusters Score -7893758 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -7893764.000000 Penalty: 5295.227051
	Iteration 49Q: 3 clusters Score -7893764 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -7893781.500000 Penalty: 5295.227051
	Iteration 50Q: 3 clusters Score -7893782 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -7893784.500000 Penalty: 5295.227051
	Iteration 51Q: 3 clusters Score -7893784 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -7893782.500000 Penalty: 5295.227051
	Iteration 52Q: 3 clusters Score -7893782 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -7893789.500000 Penalty: 5295.227051
	Iteration 53Q: 3 clusters Score -7893790 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -7893790.500000 Penalty: 5295.227051
	Iteration 54Q: 3 clusters Score -7893790 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -7893793.000000 Penalty: 5295.227051
	Iteration 55Q: 3 clusters Score -7893793 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -7893783.500000 Penalty: 5295.227051
	Iteration 56Q: 3 clusters Score -7893784 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -7893781.000000 Penalty: 5295.227051
	Iteration 57Q: 3 clusters Score -7893781 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -7893796.500000 Penalty: 5295.227051
	Iteration 58Q: 3 clusters Score -7893796 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -7893820.000000 Penalty: 5295.227051
	Iteration 59Q: 3 clusters Score -7893820 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -7893820.000000 Penalty: 5295.227051
	Iteration 60F: 3 clusters Score -7893820 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -7893808.000000 Penalty: 5295.227051
	Iteration 61Q: 3 clusters Score -7893808 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -7893805.000000 Penalty: 5295.227051
	Iteration 62Q: 3 clusters Score -7893805 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -7893805.500000 Penalty: 5295.227051
	Iteration 63Q: 3 clusters Score -7893806 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -7893832.500000 Penalty: 5295.227051
	Iteration 64Q: 3 clusters Score -7893832 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 35621 members 
Entering Unmasked Estep 
Score: -7893850.000000 Penalty: 5295.227051
	Iteration 65Q: 3 clusters Score -7893850 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -7893858.500000 Penalty: 5295.227051
	Iteration 66Q: 3 clusters Score -7893858 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
Score: -7893857.500000 Penalty: 5295.227051
	Iteration 67Q: 3 clusters Score -7893858 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -7893865.000000 Penalty: 5295.227051
	Iteration 68Q: 3 clusters Score -7893865 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -7893862.500000 Penalty: 5295.227051
	Iteration 69Q: 3 clusters Score -7893862 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -7893880.500000 Penalty: 5295.227051
	Iteration 70Q: 3 clusters Score -7893880 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -7893870.000000 Penalty: 5295.227051
	Iteration 71Q: 3 clusters Score -7893870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -7893878.500000 Penalty: 5295.227051
	Iteration 72Q: 3 clusters Score -7893878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -7893881.500000 Penalty: 5295.227051
	Iteration 73Q: 3 clusters Score -7893882 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 35884 members 
Entering Unmasked Estep 
Score: -7893883.500000 Penalty: 5295.227051
	Iteration 74Q: 3 clusters Score -7893884 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -7893888.000000 Penalty: 5295.227051
	Iteration 75Q: 3 clusters Score -7893888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -7893880.000000 Penalty: 5295.227051
	Iteration 76Q: 3 clusters Score -7893880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -7893879.500000 Penalty: 5295.227051
	Iteration 77Q: 3 clusters Score -7893880 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 35994 members 
Entering Unmasked Estep 
Score: -7893910.000000 Penalty: 5295.227051
	Iteration 78Q: 3 clusters Score -7893910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -7893904.000000 Penalty: 5295.227051
	Iteration 79Q: 3 clusters Score -7893904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -7893908.500000 Penalty: 5295.227051
	Iteration 80F: 3 clusters Score -7893908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -7893907.000000 Penalty: 5295.227051
	Iteration 81Q: 3 clusters Score -7893907 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 36074 members 
Entering Unmasked Estep 
Score: -7893912.500000 Penalty: 5295.227051
	Iteration 82Q: 3 clusters Score -7893912 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -7893918.000000 Penalty: 5295.227051
	Iteration 83Q: 3 clusters Score -7893918 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -7893925.500000 Penalty: 5295.227051
	Iteration 84Q: 3 clusters Score -7893926 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -7893938.000000 Penalty: 5295.227051
	Iteration 85Q: 3 clusters Score -7893938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 36183 members 
Entering Unmasked Estep 
Score: -7893943.000000 Penalty: 5295.227051
	Iteration 86Q: 3 clusters Score -7893943 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -7893952.500000 Penalty: 5295.227051
	Iteration 87Q: 3 clusters Score -7893952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -7893949.000000 Penalty: 5295.227051
	Iteration 88Q: 3 clusters Score -7893949 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -7893930.500000 Penalty: 5295.227051
	Iteration 89Q: 3 clusters Score -7893930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -7893941.500000 Penalty: 5295.227051
	Iteration 90Q: 3 clusters Score -7893942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -7893958.500000 Penalty: 5295.227051
	Iteration 91Q: 3 clusters Score -7893958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -7893956.500000 Penalty: 5295.227051
	Iteration 92Q: 3 clusters Score -7893956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 36338 members 
Entering Unmasked Estep 
Score: -7893950.500000 Penalty: 5295.227051
	Iteration 93Q: 3 clusters Score -7893950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -7893951.500000 Penalty: 5295.227051
	Iteration 94Q: 3 clusters Score -7893952 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -7893951.000000 Penalty: 5295.227051
	Iteration 95Q: 3 clusters Score -7893951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 36381 members 
Entering Unmasked Estep 
Score: -7893947.500000 Penalty: 5295.227051
	Iteration 96Q: 3 clusters Score -7893948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -7893953.500000 Penalty: 5295.227051
	Iteration 97Q: 3 clusters Score -7893954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 36410 members 
Entering Unmasked Estep 
Score: -7893963.000000 Penalty: 5295.227051
	Iteration 98Q: 3 clusters Score -7893963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -7893969.500000 Penalty: 5295.227051
	Iteration 99Q: 3 clusters Score -7893970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -7893968.000000 Penalty: 5295.227051
	Iteration 100F: 3 clusters Score -7893968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 36442 members 
Entering Unmasked Estep 
Score: -7893971.500000 Penalty: 5295.227051
	Iteration 101Q: 3 clusters Score -7893972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -7893968.500000 Penalty: 5295.227051
	Iteration 102Q: 3 clusters Score -7893968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 36454 members 
Entering Unmasked Estep 
Score: -7893970.500000 Penalty: 5295.227051
	Iteration 103Q: 3 clusters Score -7893970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 36458 members 
Entering Unmasked Estep 
Score: -7893973.500000 Penalty: 5295.227051
	Iteration 104Q: 3 clusters Score -7893974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -7893971.500000 Penalty: 5295.227051
	Iteration 105Q: 3 clusters Score -7893972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -7893962.500000 Penalty: 5295.227051
	Iteration 106Q: 3 clusters Score -7893962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -7893971.500000 Penalty: 5295.227051
	Iteration 107Q: 3 clusters Score -7893972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -7893974.500000 Penalty: 5295.227051
	Iteration 108Q: 3 clusters Score -7893974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -7893974.500000 Penalty: 5295.227051
	Iteration 109F: 3 clusters Score -7893974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43351 members 
Entering Unmasked Estep 
Score: -7925610.500000 Penalty: 2647.916992
	Iteration 0F: 2 clusters Score -7925610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -7896843.000000 Penalty: 5295.833984
	Iteration 0F: 3 clusters Score -7896843 nChanged 19951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -7907844.500000 Penalty: 5295.833984
	Iteration 1F: 3 clusters Score -7907844 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -7908575.500000 Penalty: 5295.833984
	Iteration 2Q: 3 clusters Score -7908576 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -7909454.500000 Penalty: 5295.833984
	Iteration 3Q: 3 clusters Score -7909454 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -7910425.000000 Penalty: 5295.833984
	Iteration 4Q: 3 clusters Score -7910425 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -7911570.000000 Penalty: 5295.833984
	Iteration 5F: 3 clusters Score -7911570 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -7912688.500000 Penalty: 5295.833984
	Iteration 6F: 3 clusters Score -7912688 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -7913729.500000 Penalty: 5295.833984
	Iteration 7F: 3 clusters Score -7913730 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -7914811.000000 Penalty: 5295.833984
	Iteration 8F: 3 clusters Score -7914811 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -7915910.500000 Penalty: 5295.833984
	Iteration 9Q: 3 clusters Score -7915910 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -7917163.000000 Penalty: 5295.833984
	Iteration 10Q: 3 clusters Score -7917163 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -7918652.500000 Penalty: 5295.833984
	Iteration 11Q: 3 clusters Score -7918652 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -7920038.500000 Penalty: 5295.833984
	Iteration 12Q: 3 clusters Score -7920038 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -7921078.500000 Penalty: 5295.833984
	Iteration 13Q: 3 clusters Score -7921078 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -7921616.000000 Penalty: 5295.833984
	Iteration 14Q: 3 clusters Score -7921616 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -7921879.000000 Penalty: 5295.833984
	Iteration 15Q: 3 clusters Score -7921879 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -7922109.000000 Penalty: 5295.833984
	Iteration 16Q: 3 clusters Score -7922109 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -7922319.500000 Penalty: 5295.833984
	Iteration 17Q: 3 clusters Score -7922320 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -7922525.500000 Penalty: 5295.833984
	Iteration 18Q: 3 clusters Score -7922526 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -7922699.500000 Penalty: 5295.833984
	Iteration 19Q: 3 clusters Score -7922700 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -7922910.000000 Penalty: 5295.833984
	Iteration 20F: 3 clusters Score -7922910 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -7923033.500000 Penalty: 5295.833984
	Iteration 21Q: 3 clusters Score -7923034 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -7923129.000000 Penalty: 5295.833984
	Iteration 22Q: 3 clusters Score -7923129 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -7923193.000000 Penalty: 5295.833984
	Iteration 23Q: 3 clusters Score -7923193 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -7923286.500000 Penalty: 5295.833984
	Iteration 24Q: 3 clusters Score -7923286 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -7923379.000000 Penalty: 5295.833984
	Iteration 25Q: 3 clusters Score -7923379 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -7923473.500000 Penalty: 5295.833984
	Iteration 26Q: 3 clusters Score -7923474 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37771 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -7923557.000000 Penalty: 5295.833984
	Iteration 27Q: 3 clusters Score -7923557 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -7923638.500000 Penalty: 5295.833984
	Iteration 28Q: 3 clusters Score -7923638 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38306 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -7923707.000000 Penalty: 5295.833984
	Iteration 29Q: 3 clusters Score -7923707 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -7923731.000000 Penalty: 5295.833984
	Iteration 30Q: 3 clusters Score -7923731 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -7923775.000000 Penalty: 5295.833984
	Iteration 31Q: 3 clusters Score -7923775 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -7923847.500000 Penalty: 5295.833984
	Iteration 32Q: 3 clusters Score -7923848 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39232 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -7923921.000000 Penalty: 5295.833984
	Iteration 33Q: 3 clusters Score -7923921 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -7923968.500000 Penalty: 5295.833984
	Iteration 34Q: 3 clusters Score -7923968 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -7924038.000000 Penalty: 5295.833984
	Iteration 35Q: 3 clusters Score -7924038 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -7924051.500000 Penalty: 5295.833984
	Iteration 36Q: 3 clusters Score -7924052 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -7924109.000000 Penalty: 5295.833984
	Iteration 37Q: 3 clusters Score -7924109 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -7924143.000000 Penalty: 5295.833984
	Iteration 38Q: 3 clusters Score -7924143 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -7924150.000000 Penalty: 5295.833984
	Iteration 39Q: 3 clusters Score -7924150 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -7924185.500000 Penalty: 5295.833984
	Iteration 40F: 3 clusters Score -7924186 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -7924193.000000 Penalty: 5295.833984
	Iteration 41Q: 3 clusters Score -7924193 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -7924224.000000 Penalty: 5295.833984
	Iteration 42Q: 3 clusters Score -7924224 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -7924230.500000 Penalty: 5295.833984
	Iteration 43Q: 3 clusters Score -7924230 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -7924236.500000 Penalty: 5295.833984
	Iteration 44Q: 3 clusters Score -7924236 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -7924255.500000 Penalty: 5295.833984
	Iteration 45Q: 3 clusters Score -7924256 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -7924262.000000 Penalty: 5295.833984
	Iteration 46Q: 3 clusters Score -7924262 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -7924269.000000 Penalty: 5295.833984
	Iteration 47Q: 3 clusters Score -7924269 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -7924265.000000 Penalty: 5295.833984
	Iteration 48Q: 3 clusters Score -7924265 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40704 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -7924258.500000 Penalty: 5295.833984
	Iteration 49Q: 3 clusters Score -7924258 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -7924277.500000 Penalty: 5295.833984
	Iteration 50Q: 3 clusters Score -7924278 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -7924288.500000 Penalty: 5295.833984
	Iteration 51Q: 3 clusters Score -7924288 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -7924296.500000 Penalty: 5295.833984
	Iteration 52Q: 3 clusters Score -7924296 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -7924297.500000 Penalty: 5295.833984
	Iteration 53Q: 3 clusters Score -7924298 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -7924312.000000 Penalty: 5295.833984
	Iteration 54Q: 3 clusters Score -7924312 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -7924315.000000 Penalty: 5295.833984
	Iteration 55Q: 3 clusters Score -7924315 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -7924311.500000 Penalty: 5295.833984
	Iteration 56Q: 3 clusters Score -7924312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -7924301.500000 Penalty: 5295.833984
	Iteration 57Q: 3 clusters Score -7924302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -7924304.000000 Penalty: 5295.833984
	Iteration 58Q: 3 clusters Score -7924304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40986 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -7924302.500000 Penalty: 5295.833984
	Iteration 59Q: 3 clusters Score -7924302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -7924312.000000 Penalty: 5295.833984
	Iteration 60F: 3 clusters Score -7924312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -7924309.000000 Penalty: 5295.833984
	Iteration 61Q: 3 clusters Score -7924309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41010 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -7924317.000000 Penalty: 5295.833984
	Iteration 62Q: 3 clusters Score -7924317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41013 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -7924317.500000 Penalty: 5295.833984
	Iteration 63Q: 3 clusters Score -7924318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -7924317.000000 Penalty: 5295.833984
	Iteration 64Q: 3 clusters Score -7924317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -7924312.500000 Penalty: 5295.833984
	Iteration 65Q: 3 clusters Score -7924312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41022 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -7924309.500000 Penalty: 5295.833984
	Iteration 66Q: 3 clusters Score -7924310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41027 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -7924305.000000 Penalty: 5295.833984
	Iteration 67Q: 3 clusters Score -7924305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -7924308.000000 Penalty: 5295.833984
	Iteration 68Q: 3 clusters Score -7924308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -7924314.000000 Penalty: 5295.833984
	Iteration 69Q: 3 clusters Score -7924314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41042 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -7924317.500000 Penalty: 5295.833984
	Iteration 70Q: 3 clusters Score -7924318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -7924312.500000 Penalty: 5295.833984
	Iteration 71Q: 3 clusters Score -7924312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41054 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -7924316.000000 Penalty: 5295.833984
	Iteration 72Q: 3 clusters Score -7924316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41062 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -7924315.000000 Penalty: 5295.833984
	Iteration 73Q: 3 clusters Score -7924315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41066 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -7924318.000000 Penalty: 5295.833984
	Iteration 74Q: 3 clusters Score -7924318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -7924322.500000 Penalty: 5295.833984
	Iteration 75Q: 3 clusters Score -7924322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41075 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -7924318.000000 Penalty: 5295.833984
	Iteration 76Q: 3 clusters Score -7924318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -7924322.000000 Penalty: 5295.833984
	Iteration 77Q: 3 clusters Score -7924322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -7924327.500000 Penalty: 5295.833984
	Iteration 78Q: 3 clusters Score -7924328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -7924323.500000 Penalty: 5295.833984
	Iteration 79Q: 3 clusters Score -7924324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -7924323.000000 Penalty: 5295.833984
	Iteration 80F: 3 clusters Score -7924323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Entering Unmasked Estep 
Score: -104699.312500 Penalty: 1594.570435
	Iteration 0F: 2 clusters Score -104699.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -103195.343750 Penalty: 3189.140869
	Iteration 0F: 3 clusters Score -103195.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -103480.109375 Penalty: 3189.140869
	Iteration 1F: 3 clusters Score -103480.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -103596.773438 Penalty: 3189.140869
	Iteration 2F: 3 clusters Score -103596.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -103654.835938 Penalty: 3189.140869
	Iteration 3Q: 3 clusters Score -103654.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -103691.000000 Penalty: 3189.140869
	Iteration 4Q: 3 clusters Score -103691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -103725.843750 Penalty: 3189.140869
	Iteration 5Q: 3 clusters Score -103725.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -103786.531250 Penalty: 3189.140869
	Iteration 6Q: 3 clusters Score -103786.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -103870.890625 Penalty: 3189.140869
	Iteration 7Q: 3 clusters Score -103870.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -103990.539062 Penalty: 3189.140869
	Iteration 8Q: 3 clusters Score -103990.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -104169.140625 Penalty: 3189.140869
	Iteration 9Q: 3 clusters Score -104169.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -104323.023438 Penalty: 3189.140869
	Iteration 10Q: 3 clusters Score -104323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -104407.898438 Penalty: 3189.140869
	Iteration 11Q: 3 clusters Score -104407.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -104444.726562 Penalty: 3189.140869
	Iteration 12Q: 3 clusters Score -104444.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -104458.750000 Penalty: 3189.140869
	Iteration 13Q: 3 clusters Score -104458.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -104458.750000 Penalty: 3189.140869
	Iteration 14F: 3 clusters Score -104458.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (39854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Entering Unmasked Estep 
Score: -7311742.500000 Penalty: 2627.058594
	Iteration 0F: 2 clusters Score -7311742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -7284975.000000 Penalty: 5254.117188
	Iteration 0F: 3 clusters Score -7284975 nChanged 18242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -7294942.000000 Penalty: 5254.117188
	Iteration 1F: 3 clusters Score -7294942 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -7295568.000000 Penalty: 5254.117188
	Iteration 2Q: 3 clusters Score -7295568 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -7296185.000000 Penalty: 5254.117188
	Iteration 3Q: 3 clusters Score -7296185 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -7297026.500000 Penalty: 5254.117188
	Iteration 4Q: 3 clusters Score -7297026 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -7298010.000000 Penalty: 5254.117188
	Iteration 5Q: 3 clusters Score -7298010 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -7299278.500000 Penalty: 5254.117188
	Iteration 6F: 3 clusters Score -7299278 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -7300928.500000 Penalty: 5254.117188
	Iteration 7F: 3 clusters Score -7300928 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23483 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -7302965.000000 Penalty: 5254.117188
	Iteration 8F: 3 clusters Score -7302965 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -7304634.000000 Penalty: 5254.117188
	Iteration 9F: 3 clusters Score -7304634 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -7305624.000000 Penalty: 5254.117188
	Iteration 10Q: 3 clusters Score -7305624 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -7306105.500000 Penalty: 5254.117188
	Iteration 11Q: 3 clusters Score -7306106 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -7306477.000000 Penalty: 5254.117188
	Iteration 12Q: 3 clusters Score -7306477 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -7306821.500000 Penalty: 5254.117188
	Iteration 13Q: 3 clusters Score -7306822 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -7307082.000000 Penalty: 5254.117188
	Iteration 14Q: 3 clusters Score -7307082 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -7307331.000000 Penalty: 5254.117188
	Iteration 15Q: 3 clusters Score -7307331 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -7307554.000000 Penalty: 5254.117188
	Iteration 16Q: 3 clusters Score -7307554 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -7307750.000000 Penalty: 5254.117188
	Iteration 17Q: 3 clusters Score -7307750 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -7307891.500000 Penalty: 5254.117188
	Iteration 18Q: 3 clusters Score -7307892 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -7308060.000000 Penalty: 5254.117188
	Iteration 19Q: 3 clusters Score -7308060 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -7308228.000000 Penalty: 5254.117188
	Iteration 20F: 3 clusters Score -7308228 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -7308312.000000 Penalty: 5254.117188
	Iteration 21Q: 3 clusters Score -7308312 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -7308424.500000 Penalty: 5254.117188
	Iteration 22Q: 3 clusters Score -7308424 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -7308501.000000 Penalty: 5254.117188
	Iteration 23Q: 3 clusters Score -7308501 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33016 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -7308606.000000 Penalty: 5254.117188
	Iteration 24Q: 3 clusters Score -7308606 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -7308678.000000 Penalty: 5254.117188
	Iteration 25Q: 3 clusters Score -7308678 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -7308769.500000 Penalty: 5254.117188
	Iteration 26Q: 3 clusters Score -7308770 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -7308858.500000 Penalty: 5254.117188
	Iteration 27Q: 3 clusters Score -7308858 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -7308944.000000 Penalty: 5254.117188
	Iteration 28Q: 3 clusters Score -7308944 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -7309023.500000 Penalty: 5254.117188
	Iteration 29Q: 3 clusters Score -7309024 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -7309096.500000 Penalty: 5254.117188
	Iteration 30Q: 3 clusters Score -7309096 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -7309156.500000 Penalty: 5254.117188
	Iteration 31Q: 3 clusters Score -7309156 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -7309242.500000 Penalty: 5254.117188
	Iteration 32Q: 3 clusters Score -7309242 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -7309278.500000 Penalty: 5254.117188
	Iteration 33Q: 3 clusters Score -7309278 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35954 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -7309333.500000 Penalty: 5254.117188
	Iteration 34Q: 3 clusters Score -7309334 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36168 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -7309367.000000 Penalty: 5254.117188
	Iteration 35Q: 3 clusters Score -7309367 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -7309419.000000 Penalty: 5254.117188
	Iteration 36Q: 3 clusters Score -7309419 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -7309468.500000 Penalty: 5254.117188
	Iteration 37Q: 3 clusters Score -7309468 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36713 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -7309493.000000 Penalty: 5254.117188
	Iteration 38Q: 3 clusters Score -7309493 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36868 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -7309527.000000 Penalty: 5254.117188
	Iteration 39Q: 3 clusters Score -7309527 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -7309554.000000 Penalty: 5254.117188
	Iteration 40F: 3 clusters Score -7309554 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -7309591.500000 Penalty: 5254.117188
	Iteration 41Q: 3 clusters Score -7309592 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -7309616.500000 Penalty: 5254.117188
	Iteration 42Q: 3 clusters Score -7309616 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -7309663.500000 Penalty: 5254.117188
	Iteration 43Q: 3 clusters Score -7309664 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -7309682.000000 Penalty: 5254.117188
	Iteration 44Q: 3 clusters Score -7309682 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -7309700.500000 Penalty: 5254.117188
	Iteration 45Q: 3 clusters Score -7309700 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -7309722.500000 Penalty: 5254.117188
	Iteration 46Q: 3 clusters Score -7309722 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -7309746.500000 Penalty: 5254.117188
	Iteration 47Q: 3 clusters Score -7309746 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37759 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -7309752.500000 Penalty: 5254.117188
	Iteration 48Q: 3 clusters Score -7309752 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -7309759.500000 Penalty: 5254.117188
	Iteration 49Q: 3 clusters Score -7309760 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37855 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -7309757.500000 Penalty: 5254.117188
	Iteration 50Q: 3 clusters Score -7309758 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -7309763.500000 Penalty: 5254.117188
	Iteration 51Q: 3 clusters Score -7309764 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -7309765.500000 Penalty: 5254.117188
	Iteration 52Q: 3 clusters Score -7309766 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -7309779.500000 Penalty: 5254.117188
	Iteration 53Q: 3 clusters Score -7309780 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -7309792.500000 Penalty: 5254.117188
	Iteration 54Q: 3 clusters Score -7309792 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -7309812.500000 Penalty: 5254.117188
	Iteration 55Q: 3 clusters Score -7309812 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38104 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -7309833.500000 Penalty: 5254.117188
	Iteration 56Q: 3 clusters Score -7309834 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -7309819.000000 Penalty: 5254.117188
	Iteration 57Q: 3 clusters Score -7309819 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -7309824.500000 Penalty: 5254.117188
	Iteration 58Q: 3 clusters Score -7309824 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38222 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -7309843.000000 Penalty: 5254.117188
	Iteration 59Q: 3 clusters Score -7309843 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -7309839.000000 Penalty: 5254.117188
	Iteration 60F: 3 clusters Score -7309839 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -7309855.500000 Penalty: 5254.117188
	Iteration 61Q: 3 clusters Score -7309856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38306 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -7309856.000000 Penalty: 5254.117188
	Iteration 62Q: 3 clusters Score -7309856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -7309860.500000 Penalty: 5254.117188
	Iteration 63Q: 3 clusters Score -7309860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -7309873.000000 Penalty: 5254.117188
	Iteration 64Q: 3 clusters Score -7309873 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -7309870.500000 Penalty: 5254.117188
	Iteration 65Q: 3 clusters Score -7309870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -7309869.000000 Penalty: 5254.117188
	Iteration 66Q: 3 clusters Score -7309869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -7309869.000000 Penalty: 5254.117188
	Iteration 67Q: 3 clusters Score -7309869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -7309866.500000 Penalty: 5254.117188
	Iteration 68Q: 3 clusters Score -7309866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -7309874.000000 Penalty: 5254.117188
	Iteration 69Q: 3 clusters Score -7309874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -7309863.500000 Penalty: 5254.117188
	Iteration 70Q: 3 clusters Score -7309864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -7309864.500000 Penalty: 5254.117188
	Iteration 71Q: 3 clusters Score -7309864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -7309851.000000 Penalty: 5254.117188
	Iteration 72Q: 3 clusters Score -7309851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -7309855.500000 Penalty: 5254.117188
	Iteration 73Q: 3 clusters Score -7309856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -7309854.000000 Penalty: 5254.117188
	Iteration 74Q: 3 clusters Score -7309854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -7309858.000000 Penalty: 5254.117188
	Iteration 75Q: 3 clusters Score -7309858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -7309858.000000 Penalty: 5254.117188
	Iteration 76F: 3 clusters Score -7309858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (45471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Entering Unmasked Estep 
Score: -8343731.000000 Penalty: 2659.757812
	Iteration 0F: 2 clusters Score -8343731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -8314442.500000 Penalty: 5319.515625
	Iteration 0F: 3 clusters Score -8314442 nChanged 20898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -8325930.500000 Penalty: 5319.515625
	Iteration 1F: 3 clusters Score -8325930 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -8326470.500000 Penalty: 5319.515625
	Iteration 2Q: 3 clusters Score -8326470 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -8327039.000000 Penalty: 5319.515625
	Iteration 3Q: 3 clusters Score -8327039 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -8327739.000000 Penalty: 5319.515625
	Iteration 4Q: 3 clusters Score -8327739 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -8328693.000000 Penalty: 5319.515625
	Iteration 5Q: 3 clusters Score -8328693 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -8330010.000000 Penalty: 5319.515625
	Iteration 6Q: 3 clusters Score -8330010 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27102 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -8331705.000000 Penalty: 5319.515625
	Iteration 7F: 3 clusters Score -8331705 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28200 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -8333553.500000 Penalty: 5319.515625
	Iteration 8F: 3 clusters Score -8333554 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -8335319.000000 Penalty: 5319.515625
	Iteration 9F: 3 clusters Score -8335319 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -8336543.500000 Penalty: 5319.515625
	Iteration 10Q: 3 clusters Score -8336544 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -8337297.500000 Penalty: 5319.515625
	Iteration 11Q: 3 clusters Score -8337298 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -8337717.500000 Penalty: 5319.515625
	Iteration 12Q: 3 clusters Score -8337718 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -8337980.000000 Penalty: 5319.515625
	Iteration 13Q: 3 clusters Score -8337980 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32082 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -8338160.500000 Penalty: 5319.515625
	Iteration 14Q: 3 clusters Score -8338160 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -8338293.500000 Penalty: 5319.515625
	Iteration 15Q: 3 clusters Score -8338294 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -8338436.000000 Penalty: 5319.515625
	Iteration 16Q: 3 clusters Score -8338436 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33226 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -8338533.000000 Penalty: 5319.515625
	Iteration 17Q: 3 clusters Score -8338533 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -8338678.000000 Penalty: 5319.515625
	Iteration 18Q: 3 clusters Score -8338678 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -8338794.500000 Penalty: 5319.515625
	Iteration 19Q: 3 clusters Score -8338794 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -8338901.000000 Penalty: 5319.515625
	Iteration 20F: 3 clusters Score -8338901 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -8339023.000000 Penalty: 5319.515625
	Iteration 21Q: 3 clusters Score -8339023 nChanged 421
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -8339129.000000 Penalty: 5319.515625
	Iteration 22Q: 3 clusters Score -8339129 nChanged 417
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -8339241.000000 Penalty: 5319.515625
	Iteration 23Q: 3 clusters Score -8339241 nChanged 423
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8339360 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36099 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8339445 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -8339541.000000 Penalty: 5319.515625
	Iteration 26Q: 3 clusters Score -8339541 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -8339644.000000 Penalty: 5319.515625
	Iteration 27Q: 3 clusters Score -8339644 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -8339745.500000 Penalty: 5319.515625
	Iteration 28Q: 3 clusters Score -8339746 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -8339828.500000 Penalty: 5319.515625
	Iteration 29Q: 3 clusters Score -8339828 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -8339962.500000 Penalty: 5319.515625
	Iteration 30Q: 3 clusters Score -8339962 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -8340099.500000 Penalty: 5319.515625
	Iteration 31Q: 3 clusters Score -8340100 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -8340228.000000 Penalty: 5319.515625
	Iteration 32Q: 3 clusters Score -8340228 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -8340376.500000 Penalty: 5319.515625
	Iteration 33Q: 3 clusters Score -8340376 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -8340484.000000 Penalty: 5319.515625
	Iteration 34Q: 3 clusters Score -8340484 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -8340612.000000 Penalty: 5319.515625
	Iteration 35Q: 3 clusters Score -8340612 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -8340741.500000 Penalty: 5319.515625
	Iteration 36Q: 3 clusters Score -8340742 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -8340863.000000 Penalty: 5319.515625
	Iteration 37Q: 3 clusters Score -8340863 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -8340964.000000 Penalty: 5319.515625
	Iteration 38Q: 3 clusters Score -8340964 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -8341055.000000 Penalty: 5319.515625
	Iteration 39Q: 3 clusters Score -8341055 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -8341109.000000 Penalty: 5319.515625
	Iteration 40F: 3 clusters Score -8341109 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -8341205.500000 Penalty: 5319.515625
	Iteration 41Q: 3 clusters Score -8341206 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -8341274.000000 Penalty: 5319.515625
	Iteration 42Q: 3 clusters Score -8341274 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -8341322.000000 Penalty: 5319.515625
	Iteration 43Q: 3 clusters Score -8341322 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -8341376.500000 Penalty: 5319.515625
	Iteration 44Q: 3 clusters Score -8341376 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42781 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -8341416.500000 Penalty: 5319.515625
	Iteration 45Q: 3 clusters Score -8341416 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42924 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -8341418.000000 Penalty: 5319.515625
	Iteration 46Q: 3 clusters Score -8341418 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43063 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -8341449.500000 Penalty: 5319.515625
	Iteration 47Q: 3 clusters Score -8341450 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -8341477.000000 Penalty: 5319.515625
	Iteration 48Q: 3 clusters Score -8341477 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43280 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -8341485.000000 Penalty: 5319.515625
	Iteration 49Q: 3 clusters Score -8341485 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -8341514.000000 Penalty: 5319.515625
	Iteration 50Q: 3 clusters Score -8341514 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43450 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -8341548.000000 Penalty: 5319.515625
	Iteration 51Q: 3 clusters Score -8341548 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -8341571.000000 Penalty: 5319.515625
	Iteration 52Q: 3 clusters Score -8341571 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43565 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -8341579.000000 Penalty: 5319.515625
	Iteration 53Q: 3 clusters Score -8341579 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -8341588.000000 Penalty: 5319.515625
	Iteration 54Q: 3 clusters Score -8341588 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -8341597.000000 Penalty: 5319.515625
	Iteration 55Q: 3 clusters Score -8341597 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43738 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -8341608.000000 Penalty: 5319.515625
	Iteration 56Q: 3 clusters Score -8341608 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43798 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -8341629.000000 Penalty: 5319.515625
	Iteration 57Q: 3 clusters Score -8341629 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43853 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -8341642.000000 Penalty: 5319.515625
	Iteration 58Q: 3 clusters Score -8341642 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -8341654.000000 Penalty: 5319.515625
	Iteration 59Q: 3 clusters Score -8341654 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -8341677.000000 Penalty: 5319.515625
	Iteration 60F: 3 clusters Score -8341677 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -8341676.000000 Penalty: 5319.515625
	Iteration 61Q: 3 clusters Score -8341676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -8341677.500000 Penalty: 5319.515625
	Iteration 62Q: 3 clusters Score -8341678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -8341680.000000 Penalty: 5319.515625
	Iteration 63Q: 3 clusters Score -8341680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -8341681.000000 Penalty: 5319.515625
	Iteration 64Q: 3 clusters Score -8341681 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -8341678.500000 Penalty: 5319.515625
	Iteration 65Q: 3 clusters Score -8341678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -8341683.000000 Penalty: 5319.515625
	Iteration 66Q: 3 clusters Score -8341683 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -8341687.500000 Penalty: 5319.515625
	Iteration 67Q: 3 clusters Score -8341688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -8341691.500000 Penalty: 5319.515625
	Iteration 68Q: 3 clusters Score -8341692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44086 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -8341693.000000 Penalty: 5319.515625
	Iteration 69Q: 3 clusters Score -8341693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44099 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -8341698.000000 Penalty: 5319.515625
	Iteration 70Q: 3 clusters Score -8341698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44108 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -8341700.500000 Penalty: 5319.515625
	Iteration 71Q: 3 clusters Score -8341700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44130 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -8341698.500000 Penalty: 5319.515625
	Iteration 72Q: 3 clusters Score -8341698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -8341703.500000 Penalty: 5319.515625
	Iteration 73Q: 3 clusters Score -8341704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44170 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -8341698.500000 Penalty: 5319.515625
	Iteration 74Q: 3 clusters Score -8341698 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44187 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -8341711.500000 Penalty: 5319.515625
	Iteration 75Q: 3 clusters Score -8341712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44196 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -8341727.500000 Penalty: 5319.515625
	Iteration 76Q: 3 clusters Score -8341728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -8341724.000000 Penalty: 5319.515625
	Iteration 77Q: 3 clusters Score -8341724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44212 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -8341726.500000 Penalty: 5319.515625
	Iteration 78Q: 3 clusters Score -8341726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -8341722.500000 Penalty: 5319.515625
	Iteration 79Q: 3 clusters Score -8341722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -8341745.500000 Penalty: 5319.515625
	Iteration 80F: 3 clusters Score -8341746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44228 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -8341748.500000 Penalty: 5319.515625
	Iteration 81Q: 3 clusters Score -8341748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44232 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -8341756.500000 Penalty: 5319.515625
	Iteration 82Q: 3 clusters Score -8341756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44238 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -8341758.000000 Penalty: 5319.515625
	Iteration 83Q: 3 clusters Score -8341758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44244 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -8341762.500000 Penalty: 5319.515625
	Iteration 84Q: 3 clusters Score -8341762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44244 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -8341765.500000 Penalty: 5319.515625
	Iteration 85Q: 3 clusters Score -8341766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44245 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -8341766.000000 Penalty: 5319.515625
	Iteration 86Q: 3 clusters Score -8341766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44246 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8341766 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44246 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -8341765.500000 Penalty: 5319.515625
	Iteration 88F: 3 clusters Score -8341766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45597 members 
Entering Unmasked Estep 
Score: -8355804.000000 Penalty: 2660.444092
	Iteration 0F: 2 clusters Score -8355804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -8325853.000000 Penalty: 5320.888184
	Iteration 0F: 3 clusters Score -8325853 nChanged 21123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -8337555.500000 Penalty: 5320.888184
	Iteration 1F: 3 clusters Score -8337556 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -8337935.000000 Penalty: 5320.888184
	Iteration 2Q: 3 clusters Score -8337935 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -8338297.000000 Penalty: 5320.888184
	Iteration 3Q: 3 clusters Score -8338297 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -8338618.000000 Penalty: 5320.888184
	Iteration 4Q: 3 clusters Score -8338618 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -8338910.500000 Penalty: 5320.888184
	Iteration 5Q: 3 clusters Score -8338910 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -8339221.500000 Penalty: 5320.888184
	Iteration 6Q: 3 clusters Score -8339222 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -8339521.500000 Penalty: 5320.888184
	Iteration 7Q: 3 clusters Score -8339522 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -8339802.500000 Penalty: 5320.888184
	Iteration 8Q: 3 clusters Score -8339802 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -8340165.000000 Penalty: 5320.888184
	Iteration 9Q: 3 clusters Score -8340165 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -8340642.000000 Penalty: 5320.888184
	Iteration 10Q: 3 clusters Score -8340642 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -8341215.500000 Penalty: 5320.888184
	Iteration 11Q: 3 clusters Score -8341216 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -8341993.500000 Penalty: 5320.888184
	Iteration 12Q: 3 clusters Score -8341994 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -8343161.000000 Penalty: 5320.888184
	Iteration 13Q: 3 clusters Score -8343161 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -8344817.000000 Penalty: 5320.888184
	Iteration 14F: 3 clusters Score -8344817 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -8346619.500000 Penalty: 5320.888184
	Iteration 15F: 3 clusters Score -8346620 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -8347828.500000 Penalty: 5320.888184
	Iteration 16F: 3 clusters Score -8347828 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -8348500.500000 Penalty: 5320.888184
	Iteration 17Q: 3 clusters Score -8348500 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -8348806.000000 Penalty: 5320.888184
	Iteration 18Q: 3 clusters Score -8348806 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28720 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -8349177.500000 Penalty: 5320.888184
	Iteration 19Q: 3 clusters Score -8349178 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -8349513.000000 Penalty: 5320.888184
	Iteration 20F: 3 clusters Score -8349513 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28971 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -8349858.000000 Penalty: 5320.888184
	Iteration 21Q: 3 clusters Score -8349858 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8350182 nChanged 761
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28941 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8350477 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 16725 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8350785 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8351046 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8351186 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8351350 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8351462 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8351506 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8351558 nChanged 404
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 18560 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8351612 nChanged 398
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8351692 nChanged 374
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26497 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8351724 nChanged 348
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Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8351794 nChanged 324
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8351806 nChanged 273
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8351840 nChanged 244
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25574 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8351866 nChanged 239
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Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8351907 nChanged 233
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Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8351921 nChanged 202
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Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8351967 nChanged 209
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Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 20604 members 
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	Iteration 41Q: 3 clusters Score -8351974 nChanged 207
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Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8352022 nChanged 180
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Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8352042 nChanged 200
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Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8352041 nChanged 185
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Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 21072 members 
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	Iteration 45Q: 3 clusters Score -8352047 nChanged 200
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Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 21200 members 
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	Iteration 46Q: 3 clusters Score -8352054 nChanged 214
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Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 21340 members 
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Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 21487 members 
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	Iteration 48Q: 3 clusters Score -8352054 nChanged 229
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Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8352060 nChanged 256
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Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 21918 members 
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	Iteration 50Q: 3 clusters Score -8352105 nChanged 249
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Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8352142 nChanged 323
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Mstep: Class 1 contains 22479 members 
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	Iteration 55Q: 3 clusters Score -8352220 nChanged 375
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8352252 nChanged 381
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Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8352330 nChanged 398
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Mstep: Class 2 contains 25023 members 
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Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8352368 nChanged 471
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 25910 members 
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	Iteration 61Q: 3 clusters Score -8352414 nChanged 451
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Mstep: Class 1 contains 19240 members 
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	Iteration 63Q: 3 clusters Score -8352439 nChanged 532
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Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 27343 members 
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Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 27850 members 
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Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 28892 members 
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Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 29509 members 
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	Iteration 68Q: 3 clusters Score -8352574 nChanged 541
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	Iteration 69Q: 3 clusters Score -8352563 nChanged 524
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	Iteration 70Q: 3 clusters Score -8352531 nChanged 538
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Mstep: Class 1 contains 14485 members 
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	Iteration 71Q: 3 clusters Score -8352576 nChanged 610
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Mstep: Class 1 contains 13875 members 
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	Iteration 73Q: 3 clusters Score -8352680 nChanged 705
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	Iteration 74Q: 3 clusters Score -8352726 nChanged 749
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	Iteration 75Q: 3 clusters Score -8352791 nChanged 827
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	Iteration 78Q: 3 clusters Score -8353088 nChanged 807
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	Iteration 79Q: 3 clusters Score -8353257 nChanged 662
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Mstep: Class 1 contains 7675 members 
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	Iteration 80F: 3 clusters Score -8353324 nChanged 679
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Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 38601 members 
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	Iteration 81Q: 3 clusters Score -8353416 nChanged 590
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Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 39191 members 
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	Iteration 82Q: 3 clusters Score -8353459 nChanged 569
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Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 39760 members 
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	Iteration 83Q: 3 clusters Score -8353470 nChanged 525
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Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 40285 members 
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	Iteration 84Q: 3 clusters Score -8353539 nChanged 460
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Mstep: Class 1 contains 4852 members 
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	Iteration 85Q: 3 clusters Score -8353523 nChanged 445
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	Iteration 86Q: 3 clusters Score -8353570 nChanged 435
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Mstep: Class 1 contains 3972 members 
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	Iteration 87Q: 3 clusters Score -8353730 nChanged 379
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Mstep: Class 1 contains 3595 members 
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	Iteration 88Q: 3 clusters Score -8353755 nChanged 375
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Mstep: Class 1 contains 3220 members 
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	Iteration 89Q: 3 clusters Score -8353830 nChanged 335
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Mstep: Class 1 contains 2887 members 
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	Iteration 90Q: 3 clusters Score -8353884 nChanged 333
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	Iteration 91Q: 3 clusters Score -8353929 nChanged 283
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	Iteration 92Q: 3 clusters Score -8353966 nChanged 239
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Mstep: Class 1 contains 2034 members 
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	Iteration 93Q: 3 clusters Score -8353974 nChanged 198
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	Iteration 95Q: 3 clusters Score -8354009 nChanged 147
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	Iteration 96Q: 3 clusters Score -8354010 nChanged 117
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	Iteration 97Q: 3 clusters Score -8354008 nChanged 103
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8353972 nChanged 68
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Mstep: Class 1 contains 1161 members 
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	Iteration 100F: 3 clusters Score -8353974 nChanged 54
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Mstep: Class 1 contains 1107 members 
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	Iteration 101Q: 3 clusters Score -8353974 nChanged 51
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	Iteration 102Q: 3 clusters Score -8353983 nChanged 38
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	Iteration 103Q: 3 clusters Score -8353968 nChanged 41
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Mstep: Class 1 contains 979 members 
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	Iteration 104Q: 3 clusters Score -8353962 nChanged 41
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	Iteration 105Q: 3 clusters Score -8353954 nChanged 37
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8353942 nChanged 27
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	Iteration 107Q: 3 clusters Score -8353946 nChanged 26
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	Iteration 108Q: 3 clusters Score -8353935 nChanged 23
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	Iteration 109Q: 3 clusters Score -8353940 nChanged 18
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	Iteration 110Q: 3 clusters Score -8353949 nChanged 11
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8353944 nChanged 6
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Mstep: Class 1 contains 796 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8353942 nChanged 5
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8353936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -8353934.500000 Penalty: 5320.888184
	Iteration 114Q: 3 clusters Score -8353934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 44814 members 
Entering Unmasked Estep 
Score: -8353933.000000 Penalty: 5320.888184
	Iteration 115Q: 3 clusters Score -8353933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 44818 members 
Entering Unmasked Estep 
Score: -8353933.000000 Penalty: 5320.888184
	Iteration 116Q: 3 clusters Score -8353933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 44827 members 
Entering Unmasked Estep 
Score: -8353937.500000 Penalty: 5320.888184
	Iteration 117Q: 3 clusters Score -8353938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 44833 members 
Entering Unmasked Estep 
Score: -8353937.000000 Penalty: 5320.888184
	Iteration 118Q: 3 clusters Score -8353937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 44834 members 
Entering Unmasked Estep 
Score: -8353940.000000 Penalty: 5320.888184
	Iteration 119Q: 3 clusters Score -8353940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 44836 members 
Entering Unmasked Estep 
Score: -8353929.500000 Penalty: 5320.888184
	Iteration 120F: 3 clusters Score -8353930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45781 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46027 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45382 members 
Mstep: Class 7 contains 1354 members 
Mstep: Class 8 contains 44883 members 
Mstep: Class 9 contains 2755 members 
Mstep: Class 10 contains 45500 members 
Mstep: Class 11 contains 42277 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 47171 members 
Mstep: Class 14 contains 30496 members 
Mstep: Class 15 contains 45114 members 
Mstep: Class 16 contains 43298 members 
Mstep: Class 17 contains 43351 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 39854 members 
Mstep: Class 20 contains 45471 members 
Mstep: Class 21 contains 45597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202336.000000 Penalty: 69443.789062
Iteration 199Q: 22 clusters Score -1.112023e+08 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45740 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46027 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45348 members 
Mstep: Class 7 contains 1352 members 
Mstep: Class 8 contains 44888 members 
Mstep: Class 9 contains 2755 members 
Mstep: Class 10 contains 45473 members 
Mstep: Class 11 contains 42317 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 47119 members 
Mstep: Class 14 contains 30514 members 
Mstep: Class 15 contains 45125 members 
Mstep: Class 16 contains 43320 members 
Mstep: Class 17 contains 43411 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 39817 members 
Mstep: Class 20 contains 45480 members 
Mstep: Class 21 contains 45625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202512.000000 Penalty: 69443.789062
Iteration 200F: 22 clusters Score -1.112025e+08 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45669 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46041 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45283 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 44913 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 45474 members 
Mstep: Class 11 contains 42354 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 47091 members 
Mstep: Class 14 contains 30534 members 
Mstep: Class 15 contains 45131 members 
Mstep: Class 16 contains 43341 members 
Mstep: Class 17 contains 43455 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 39771 members 
Mstep: Class 20 contains 45493 members 
Mstep: Class 21 contains 45654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202560.000000 Penalty: 69443.789062
Iteration 201Q: 22 clusters Score -1.112026e+08 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45606 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46049 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45226 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 44942 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 45496 members 
Mstep: Class 11 contains 42391 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 47084 members 
Mstep: Class 14 contains 30549 members 
Mstep: Class 15 contains 45115 members 
Mstep: Class 16 contains 43380 members 
Mstep: Class 17 contains 43473 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 39743 members 
Mstep: Class 20 contains 45507 members 
Mstep: Class 21 contains 45643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202368.000000 Penalty: 69443.789062
Iteration 202Q: 22 clusters Score -1.112024e+08 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46079 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45198 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 44969 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 45498 members 
Mstep: Class 11 contains 42399 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 47088 members 
Mstep: Class 14 contains 30563 members 
Mstep: Class 15 contains 45101 members 
Mstep: Class 16 contains 43390 members 
Mstep: Class 17 contains 43480 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 39700 members 
Mstep: Class 20 contains 45518 members 
Mstep: Class 21 contains 45669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202528.000000 Penalty: 69443.789062
Iteration 203Q: 22 clusters Score -1.112025e+08 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46081 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45221 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 44970 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 45499 members 
Mstep: Class 11 contains 42415 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 47049 members 
Mstep: Class 14 contains 30577 members 
Mstep: Class 15 contains 45091 members 
Mstep: Class 16 contains 43422 members 
Mstep: Class 17 contains 43482 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 39671 members 
Mstep: Class 20 contains 45505 members 
Mstep: Class 21 contains 45674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202600.000000 Penalty: 69443.789062
Iteration 204Q: 22 clusters Score -1.112026e+08 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46086 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45251 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 44970 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 45524 members 
Mstep: Class 11 contains 42421 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 47025 members 
Mstep: Class 14 contains 30591 members 
Mstep: Class 15 contains 45094 members 
Mstep: Class 16 contains 43459 members 
Mstep: Class 17 contains 43484 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 39640 members 
Mstep: Class 20 contains 45495 members 
Mstep: Class 21 contains 45654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202352.000000 Penalty: 69443.789062
Iteration 205Q: 22 clusters Score -1.112024e+08 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46101 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45285 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 44952 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 45526 members 
Mstep: Class 11 contains 42429 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 47015 members 
Mstep: Class 14 contains 30593 members 
Mstep: Class 15 contains 45114 members 
Mstep: Class 16 contains 43467 members 
Mstep: Class 17 contains 43506 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 39590 members 
Mstep: Class 20 contains 45498 members 
Mstep: Class 21 contains 45656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202648.000000 Penalty: 69443.789062
Iteration 206Q: 22 clusters Score -1.112026e+08 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45451 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46098 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45298 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 44962 members 
Mstep: Class 9 contains 2755 members 
Mstep: Class 10 contains 45507 members 
Mstep: Class 11 contains 42453 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46992 members 
Mstep: Class 14 contains 30617 members 
Mstep: Class 15 contains 45084 members 
Mstep: Class 16 contains 43469 members 
Mstep: Class 17 contains 43533 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 39566 members 
Mstep: Class 20 contains 45512 members 
Mstep: Class 21 contains 45663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202488.000000 Penalty: 69443.789062
Iteration 207Q: 22 clusters Score -1.112025e+08 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45439 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46116 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45308 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 44985 members 
Mstep: Class 9 contains 2755 members 
Mstep: Class 10 contains 45457 members 
Mstep: Class 11 contains 42473 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46987 members 
Mstep: Class 14 contains 30648 members 
Mstep: Class 15 contains 45067 members 
Mstep: Class 16 contains 43482 members 
Mstep: Class 17 contains 43557 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 39532 members 
Mstep: Class 20 contains 45492 members 
Mstep: Class 21 contains 45664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202456.000000 Penalty: 69443.789062
Iteration 208Q: 22 clusters Score -1.112025e+08 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45422 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46122 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45265 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 44996 members 
Mstep: Class 9 contains 2755 members 
Mstep: Class 10 contains 45459 members 
Mstep: Class 11 contains 42484 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46969 members 
Mstep: Class 14 contains 30681 members 
Mstep: Class 15 contains 45086 members 
Mstep: Class 16 contains 43506 members 
Mstep: Class 17 contains 43589 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 39500 members 
Mstep: Class 20 contains 45484 members 
Mstep: Class 21 contains 45646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202456.000000 Penalty: 69443.789062
Iteration 209Q: 22 clusters Score -1.112025e+08 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45398 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46154 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45265 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 44970 members 
Mstep: Class 9 contains 2755 members 
Mstep: Class 10 contains 45473 members 
Mstep: Class 11 contains 42467 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46946 members 
Mstep: Class 14 contains 30697 members 
Mstep: Class 15 contains 45120 members 
Mstep: Class 16 contains 43552 members 
Mstep: Class 17 contains 43617 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 39476 members 
Mstep: Class 20 contains 45469 members 
Mstep: Class 21 contains 45605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202712.000000 Penalty: 69443.789062
Iteration 210Q: 22 clusters Score -1.112027e+08 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45397 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46163 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45257 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 44923 members 
Mstep: Class 9 contains 2755 members 
Mstep: Class 10 contains 45493 members 
Mstep: Class 11 contains 42460 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46944 members 
Mstep: Class 14 contains 30722 members 
Mstep: Class 15 contains 45144 members 
Mstep: Class 16 contains 43564 members 
Mstep: Class 17 contains 43641 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 39440 members 
Mstep: Class 20 contains 45466 members 
Mstep: Class 21 contains 45596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202872.000000 Penalty: 69443.789062
Iteration 211Q: 22 clusters Score -1.112029e+08 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46182 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45230 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 44902 members 
Mstep: Class 9 contains 2755 members 
Mstep: Class 10 contains 45514 members 
Mstep: Class 11 contains 42479 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46910 members 
Mstep: Class 14 contains 30740 members 
Mstep: Class 15 contains 45163 members 
Mstep: Class 16 contains 43577 members 
Mstep: Class 17 contains 43643 members 
Mstep: Class 18 contains 618 members 
Mstep: Class 19 contains 39421 members 
Mstep: Class 20 contains 45475 members 
Mstep: Class 21 contains 45591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202584.000000 Penalty: 69443.789062
Iteration 212Q: 22 clusters Score -1.112026e+08 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45389 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46185 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45207 members 
Mstep: Class 7 contains 1346 members 
Mstep: Class 8 contains 44899 members 
Mstep: Class 9 contains 2755 members 
Mstep: Class 10 contains 45524 members 
Mstep: Class 11 contains 42444 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46870 members 
Mstep: Class 14 contains 30767 members 
Mstep: Class 15 contains 45183 members 
Mstep: Class 16 contains 43595 members 
Mstep: Class 17 contains 43645 members 
Mstep: Class 18 contains 618 members 
Mstep: Class 19 contains 39404 members 
Mstep: Class 20 contains 45468 members 
Mstep: Class 21 contains 45632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202488.000000 Penalty: 69443.789062
Iteration 213Q: 22 clusters Score -1.112025e+08 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46166 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45201 members 
Mstep: Class 7 contains 1345 members 
Mstep: Class 8 contains 44884 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 45510 members 
Mstep: Class 11 contains 42418 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46829 members 
Mstep: Class 14 contains 30800 members 
Mstep: Class 15 contains 45200 members 
Mstep: Class 16 contains 43618 members 
Mstep: Class 17 contains 43657 members 
Mstep: Class 18 contains 618 members 
Mstep: Class 19 contains 39404 members 
Mstep: Class 20 contains 45493 members 
Mstep: Class 21 contains 45650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202696.000000 Penalty: 69443.789062
Iteration 214Q: 22 clusters Score -1.112027e+08 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46151 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45186 members 
Mstep: Class 7 contains 1344 members 
Mstep: Class 8 contains 44893 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 45516 members 
Mstep: Class 11 contains 42382 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46795 members 
Mstep: Class 14 contains 30818 members 
Mstep: Class 15 contains 45214 members 
Mstep: Class 16 contains 43656 members 
Mstep: Class 17 contains 43642 members 
Mstep: Class 18 contains 618 members 
Mstep: Class 19 contains 39419 members 
Mstep: Class 20 contains 45499 members 
Mstep: Class 21 contains 45655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202592.000000 Penalty: 69443.789062
Iteration 215Q: 22 clusters Score -1.112026e+08 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46150 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45182 members 
Mstep: Class 7 contains 1344 members 
Mstep: Class 8 contains 44899 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 45529 members 
Mstep: Class 11 contains 42334 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46762 members 
Mstep: Class 14 contains 30836 members 
Mstep: Class 15 contains 45208 members 
Mstep: Class 16 contains 43688 members 
Mstep: Class 17 contains 43631 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 39407 members 
Mstep: Class 20 contains 45534 members 
Mstep: Class 21 contains 45626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202648.000000 Penalty: 69443.789062
Iteration 216Q: 22 clusters Score -1.112026e+08 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45443 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46157 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45186 members 
Mstep: Class 7 contains 1344 members 
Mstep: Class 8 contains 44895 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 45542 members 
Mstep: Class 11 contains 42280 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46717 members 
Mstep: Class 14 contains 30862 members 
Mstep: Class 15 contains 45225 members 
Mstep: Class 16 contains 43713 members 
Mstep: Class 17 contains 43607 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 39403 members 
Mstep: Class 20 contains 45554 members 
Mstep: Class 21 contains 45628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202744.000000 Penalty: 69443.789062
Iteration 217Q: 22 clusters Score -1.112027e+08 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45444 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46161 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45199 members 
Mstep: Class 7 contains 1344 members 
Mstep: Class 8 contains 44907 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 45594 members 
Mstep: Class 11 contains 42251 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46677 members 
Mstep: Class 14 contains 30883 members 
Mstep: Class 15 contains 45216 members 
Mstep: Class 16 contains 43721 members 
Mstep: Class 17 contains 43593 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 39384 members 
Mstep: Class 20 contains 45550 members 
Mstep: Class 21 contains 45632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202576.000000 Penalty: 69443.789062
Iteration 218Q: 22 clusters Score -1.112026e+08 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46159 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45223 members 
Mstep: Class 7 contains 1345 members 
Mstep: Class 8 contains 44909 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 45640 members 
Mstep: Class 11 contains 42207 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46642 members 
Mstep: Class 14 contains 30905 members 
Mstep: Class 15 contains 45245 members 
Mstep: Class 16 contains 43712 members 
Mstep: Class 17 contains 43586 members 
Mstep: Class 18 contains 619 members 
Mstep: Class 19 contains 39375 members 
Mstep: Class 20 contains 45576 members 
Mstep: Class 21 contains 45645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202704.000000 Penalty: 69443.789062
Iteration 219Q: 22 clusters Score -1.112027e+08 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45372 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46169 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45238 members 
Mstep: Class 7 contains 1345 members 
Mstep: Class 8 contains 44896 members 
Mstep: Class 9 contains 2759 members 
Mstep: Class 10 contains 45648 members 
Mstep: Class 11 contains 42166 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46601 members 
Mstep: Class 14 contains 30922 members 
Mstep: Class 15 contains 45281 members 
Mstep: Class 16 contains 43741 members 
Mstep: Class 17 contains 43586 members 
Mstep: Class 18 contains 620 members 
Mstep: Class 19 contains 39356 members 
Mstep: Class 20 contains 45573 members 
Mstep: Class 21 contains 45658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202720.000000 Penalty: 69443.789062
Iteration 220F: 22 clusters Score -1.112027e+08 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46174 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45260 members 
Mstep: Class 7 contains 1346 members 
Mstep: Class 8 contains 44887 members 
Mstep: Class 9 contains 2759 members 
Mstep: Class 10 contains 45635 members 
Mstep: Class 11 contains 42140 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46551 members 
Mstep: Class 14 contains 30942 members 
Mstep: Class 15 contains 45292 members 
Mstep: Class 16 contains 43773 members 
Mstep: Class 17 contains 43626 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 39337 members 
Mstep: Class 20 contains 45550 members 
Mstep: Class 21 contains 45683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202680.000000 Penalty: 69443.789062
Iteration 221Q: 22 clusters Score -1.112027e+08 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46174 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45263 members 
Mstep: Class 7 contains 1346 members 
Mstep: Class 8 contains 44892 members 
Mstep: Class 9 contains 2759 members 
Mstep: Class 10 contains 45648 members 
Mstep: Class 11 contains 42112 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46507 members 
Mstep: Class 14 contains 30968 members 
Mstep: Class 15 contains 45294 members 
Mstep: Class 16 contains 43817 members 
Mstep: Class 17 contains 43666 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 39324 members 
Mstep: Class 20 contains 45520 members 
Mstep: Class 21 contains 45698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202480.000000 Penalty: 69443.789062
Iteration 222Q: 22 clusters Score -1.112025e+08 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45318 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46184 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45271 members 
Mstep: Class 7 contains 1346 members 
Mstep: Class 8 contains 44866 members 
Mstep: Class 9 contains 2759 members 
Mstep: Class 10 contains 45621 members 
Mstep: Class 11 contains 42093 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46466 members 
Mstep: Class 14 contains 30984 members 
Mstep: Class 15 contains 45337 members 
Mstep: Class 16 contains 43826 members 
Mstep: Class 17 contains 43712 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 39315 members 
Mstep: Class 20 contains 45527 members 
Mstep: Class 21 contains 45685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202512.000000 Penalty: 69443.789062
Iteration 223Q: 22 clusters Score -1.112025e+08 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45335 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46196 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45296 members 
Mstep: Class 7 contains 1346 members 
Mstep: Class 8 contains 44837 members 
Mstep: Class 9 contains 2759 members 
Mstep: Class 10 contains 45597 members 
Mstep: Class 11 contains 42070 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46456 members 
Mstep: Class 14 contains 30995 members 
Mstep: Class 15 contains 45333 members 
Mstep: Class 16 contains 43828 members 
Mstep: Class 17 contains 43728 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 39291 members 
Mstep: Class 20 contains 45560 members 
Mstep: Class 21 contains 45684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202568.000000 Penalty: 69443.789062
Iteration 224Q: 22 clusters Score -1.112026e+08 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46196 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45315 members 
Mstep: Class 7 contains 1346 members 
Mstep: Class 8 contains 44829 members 
Mstep: Class 9 contains 2758 members 
Mstep: Class 10 contains 45583 members 
Mstep: Class 11 contains 42068 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46423 members 
Mstep: Class 14 contains 30993 members 
Mstep: Class 15 contains 45330 members 
Mstep: Class 16 contains 43832 members 
Mstep: Class 17 contains 43754 members 
Mstep: Class 18 contains 622 members 
Mstep: Class 19 contains 39261 members 
Mstep: Class 20 contains 45570 members 
Mstep: Class 21 contains 45697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202352.000000 Penalty: 69443.789062
Iteration 225Q: 22 clusters Score -1.112024e+08 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46216 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45334 members 
Mstep: Class 7 contains 1346 members 
Mstep: Class 8 contains 44829 members 
Mstep: Class 9 contains 2760 members 
Mstep: Class 10 contains 45585 members 
Mstep: Class 11 contains 42043 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46403 members 
Mstep: Class 14 contains 31001 members 
Mstep: Class 15 contains 45325 members 
Mstep: Class 16 contains 43837 members 
Mstep: Class 17 contains 43773 members 
Mstep: Class 18 contains 622 members 
Mstep: Class 19 contains 39238 members 
Mstep: Class 20 contains 45591 members 
Mstep: Class 21 contains 45681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202600.000000 Penalty: 69443.789062
Iteration 226Q: 22 clusters Score -1.112026e+08 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45359 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46238 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45346 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 44851 members 
Mstep: Class 9 contains 2760 members 
Mstep: Class 10 contains 45572 members 
Mstep: Class 11 contains 42010 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46392 members 
Mstep: Class 14 contains 31017 members 
Mstep: Class 15 contains 45300 members 
Mstep: Class 16 contains 43849 members 
Mstep: Class 17 contains 43774 members 
Mstep: Class 18 contains 622 members 
Mstep: Class 19 contains 39223 members 
Mstep: Class 20 contains 45598 members 
Mstep: Class 21 contains 45674 members 
Entering Unmasked Estep 
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Iteration 227Q: 22 clusters Score -1.112027e+08 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45359 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46248 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45328 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 44860 members 
Mstep: Class 9 contains 2761 members 
Mstep: Class 10 contains 45570 members 
Mstep: Class 11 contains 42000 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46385 members 
Mstep: Class 14 contains 31025 members 
Mstep: Class 15 contains 45280 members 
Mstep: Class 16 contains 43857 members 
Mstep: Class 17 contains 43768 members 
Mstep: Class 18 contains 622 members 
Mstep: Class 19 contains 39201 members 
Mstep: Class 20 contains 45626 members 
Mstep: Class 21 contains 45695 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 228Q: 22 clusters Score -1.112027e+08 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45358 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46282 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45278 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 44905 members 
Mstep: Class 9 contains 2762 members 
Mstep: Class 10 contains 45542 members 
Mstep: Class 11 contains 41983 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46380 members 
Mstep: Class 14 contains 31022 members 
Mstep: Class 15 contains 45300 members 
Mstep: Class 16 contains 43864 members 
Mstep: Class 17 contains 43751 members 
Mstep: Class 18 contains 622 members 
Mstep: Class 19 contains 39179 members 
Mstep: Class 20 contains 45657 members 
Mstep: Class 21 contains 45700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202744.000000 Penalty: 69443.789062
Iteration 229Q: 22 clusters Score -1.112027e+08 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45323 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46285 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45240 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 44958 members 
Mstep: Class 9 contains 2762 members 
Mstep: Class 10 contains 45507 members 
Mstep: Class 11 contains 41983 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46378 members 
Mstep: Class 14 contains 31037 members 
Mstep: Class 15 contains 45333 members 
Mstep: Class 16 contains 43868 members 
Mstep: Class 17 contains 43738 members 
Mstep: Class 18 contains 622 members 
Mstep: Class 19 contains 39174 members 
Mstep: Class 20 contains 45671 members 
Mstep: Class 21 contains 45706 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 230Q: 22 clusters Score -1.112028e+08 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46284 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45219 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 45011 members 
Mstep: Class 9 contains 2762 members 
Mstep: Class 10 contains 45502 members 
Mstep: Class 11 contains 41950 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46396 members 
Mstep: Class 14 contains 31040 members 
Mstep: Class 15 contains 45329 members 
Mstep: Class 16 contains 43887 members 
Mstep: Class 17 contains 43713 members 
Mstep: Class 18 contains 622 members 
Mstep: Class 19 contains 39159 members 
Mstep: Class 20 contains 45666 members 
Mstep: Class 21 contains 45723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202688.000000 Penalty: 69443.789062
Iteration 231Q: 22 clusters Score -1.112027e+08 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45335 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46269 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45176 members 
Mstep: Class 7 contains 1346 members 
Mstep: Class 8 contains 45064 members 
Mstep: Class 9 contains 2762 members 
Mstep: Class 10 contains 45520 members 
Mstep: Class 11 contains 41935 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46404 members 
Mstep: Class 14 contains 31059 members 
Mstep: Class 15 contains 45308 members 
Mstep: Class 16 contains 43896 members 
Mstep: Class 17 contains 43701 members 
Mstep: Class 18 contains 622 members 
Mstep: Class 19 contains 39135 members 
Mstep: Class 20 contains 45669 members 
Mstep: Class 21 contains 45731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202536.000000 Penalty: 69443.789062
Iteration 232Q: 22 clusters Score -1.112025e+08 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45331 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46293 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45148 members 
Mstep: Class 7 contains 1346 members 
Mstep: Class 8 contains 45101 members 
Mstep: Class 9 contains 2762 members 
Mstep: Class 10 contains 45523 members 
Mstep: Class 11 contains 41919 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46390 members 
Mstep: Class 14 contains 31070 members 
Mstep: Class 15 contains 45314 members 
Mstep: Class 16 contains 43879 members 
Mstep: Class 17 contains 43665 members 
Mstep: Class 18 contains 622 members 
Mstep: Class 19 contains 39124 members 
Mstep: Class 20 contains 45698 members 
Mstep: Class 21 contains 45747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202800.000000 Penalty: 69443.789062
Iteration 233Q: 22 clusters Score -1.112028e+08 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45297 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46305 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45111 members 
Mstep: Class 7 contains 1346 members 
Mstep: Class 8 contains 45150 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 45515 members 
Mstep: Class 11 contains 41916 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46366 members 
Mstep: Class 14 contains 31079 members 
Mstep: Class 15 contains 45332 members 
Mstep: Class 16 contains 43882 members 
Mstep: Class 17 contains 43669 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 39113 members 
Mstep: Class 20 contains 45694 members 
Mstep: Class 21 contains 45771 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 234Q: 22 clusters Score -1.11203e+08 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45273 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46321 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45110 members 
Mstep: Class 7 contains 1346 members 
Mstep: Class 8 contains 45161 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 45490 members 
Mstep: Class 11 contains 41923 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46339 members 
Mstep: Class 14 contains 31082 members 
Mstep: Class 15 contains 45367 members 
Mstep: Class 16 contains 43888 members 
Mstep: Class 17 contains 43680 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 39083 members 
Mstep: Class 20 contains 45677 members 
Mstep: Class 21 contains 45806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202960.000000 Penalty: 69443.789062
Iteration 235Q: 22 clusters Score -1.11203e+08 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45286 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46328 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45092 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 45193 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 45497 members 
Mstep: Class 11 contains 41919 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46333 members 
Mstep: Class 14 contains 31093 members 
Mstep: Class 15 contains 45384 members 
Mstep: Class 16 contains 43877 members 
Mstep: Class 17 contains 43655 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 39067 members 
Mstep: Class 20 contains 45658 members 
Mstep: Class 21 contains 45816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202968.000000 Penalty: 69443.789062
Iteration 236Q: 22 clusters Score -1.11203e+08 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46353 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45056 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 45234 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 45455 members 
Mstep: Class 11 contains 41937 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46337 members 
Mstep: Class 14 contains 31096 members 
Mstep: Class 15 contains 45435 members 
Mstep: Class 16 contains 43865 members 
Mstep: Class 17 contains 43643 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 39053 members 
Mstep: Class 20 contains 45645 members 
Mstep: Class 21 contains 45797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111203072.000000 Penalty: 69443.789062
Iteration 237Q: 22 clusters Score -1.112031e+08 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45303 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46374 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45017 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 45297 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 45429 members 
Mstep: Class 11 contains 41941 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46339 members 
Mstep: Class 14 contains 31111 members 
Mstep: Class 15 contains 45464 members 
Mstep: Class 16 contains 43858 members 
Mstep: Class 17 contains 43627 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 39045 members 
Mstep: Class 20 contains 45628 members 
Mstep: Class 21 contains 45762 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 238Q: 22 clusters Score -1.112029e+08 nChanged 1604
Entering ConstructFrom: 
Score: -111202888.000000 Penalty: 69443.789062
Entering ConstructFrom: 
Trying to split cluster 1 (45307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45307 members 
Entering Unmasked Estep 
Score: -8304578.000000 Penalty: 2658.861816
	Iteration 0F: 2 clusters Score -8304578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -8275211.000000 Penalty: 5317.723633
	Iteration 0F: 3 clusters Score -8275211 nChanged 20680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -8286305.000000 Penalty: 5317.723633
	Iteration 1F: 3 clusters Score -8286305 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -8286828.500000 Penalty: 5317.723633
	Iteration 2Q: 3 clusters Score -8286828 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -8287314.500000 Penalty: 5317.723633
	Iteration 3Q: 3 clusters Score -8287314 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -8287750.000000 Penalty: 5317.723633
	Iteration 4Q: 3 clusters Score -8287750 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -8288133.500000 Penalty: 5317.723633
	Iteration 5Q: 3 clusters Score -8288134 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -8288550.000000 Penalty: 5317.723633
	Iteration 6Q: 3 clusters Score -8288550 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -8289006.500000 Penalty: 5317.723633
	Iteration 7Q: 3 clusters Score -8289006 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24791 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -8289591.000000 Penalty: 5317.723633
	Iteration 8Q: 3 clusters Score -8289591 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -8290344.500000 Penalty: 5317.723633
	Iteration 9Q: 3 clusters Score -8290344 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -8291395.500000 Penalty: 5317.723633
	Iteration 10Q: 3 clusters Score -8291396 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -8292663.000000 Penalty: 5317.723633
	Iteration 11Q: 3 clusters Score -8292663 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29535 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -8294033.000000 Penalty: 5317.723633
	Iteration 12Q: 3 clusters Score -8294033 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -8295331.500000 Penalty: 5317.723633
	Iteration 13Q: 3 clusters Score -8295332 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -8296407.500000 Penalty: 5317.723633
	Iteration 14Q: 3 clusters Score -8296408 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -8297179.000000 Penalty: 5317.723633
	Iteration 15Q: 3 clusters Score -8297179 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -8297707.000000 Penalty: 5317.723633
	Iteration 16Q: 3 clusters Score -8297707 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -8298120.000000 Penalty: 5317.723633
	Iteration 17Q: 3 clusters Score -8298120 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -8298442.000000 Penalty: 5317.723633
	Iteration 18Q: 3 clusters Score -8298442 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -8298680.000000 Penalty: 5317.723633
	Iteration 19Q: 3 clusters Score -8298680 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -8298934.500000 Penalty: 5317.723633
	Iteration 20F: 3 clusters Score -8298934 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -8299160.500000 Penalty: 5317.723633
	Iteration 21Q: 3 clusters Score -8299160 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -8299412.000000 Penalty: 5317.723633
	Iteration 22Q: 3 clusters Score -8299412 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -8299647.500000 Penalty: 5317.723633
	Iteration 23Q: 3 clusters Score -8299648 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -8299918.000000 Penalty: 5317.723633
	Iteration 24Q: 3 clusters Score -8299918 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -8300203.500000 Penalty: 5317.723633
	Iteration 25Q: 3 clusters Score -8300204 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -8300502.500000 Penalty: 5317.723633
	Iteration 26Q: 3 clusters Score -8300502 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -8300856.500000 Penalty: 5317.723633
	Iteration 27Q: 3 clusters Score -8300856 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -8301156.000000 Penalty: 5317.723633
	Iteration 28Q: 3 clusters Score -8301156 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -8301483.500000 Penalty: 5317.723633
	Iteration 29Q: 3 clusters Score -8301484 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42741 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -8301782.500000 Penalty: 5317.723633
	Iteration 30Q: 3 clusters Score -8301782 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43194 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -8301982.500000 Penalty: 5317.723633
	Iteration 31Q: 3 clusters Score -8301982 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43565 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -8302094.500000 Penalty: 5317.723633
	Iteration 32Q: 3 clusters Score -8302094 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -8302224.500000 Penalty: 5317.723633
	Iteration 33Q: 3 clusters Score -8302224 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44084 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -8302292.000000 Penalty: 5317.723633
	Iteration 34Q: 3 clusters Score -8302292 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44241 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -8302355.000000 Penalty: 5317.723633
	Iteration 35Q: 3 clusters Score -8302355 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44342 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -8302377.500000 Penalty: 5317.723633
	Iteration 36Q: 3 clusters Score -8302378 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -8302404.000000 Penalty: 5317.723633
	Iteration 37Q: 3 clusters Score -8302404 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -8302443.000000 Penalty: 5317.723633
	Iteration 38Q: 3 clusters Score -8302443 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44516 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -8302460.500000 Penalty: 5317.723633
	Iteration 39Q: 3 clusters Score -8302460 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44554 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8302469.000000 Penalty: 5317.723633
	Iteration 40F: 3 clusters Score -8302469 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44584 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -8302460.500000 Penalty: 5317.723633
	Iteration 41Q: 3 clusters Score -8302460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -8302462.500000 Penalty: 5317.723633
	Iteration 42Q: 3 clusters Score -8302462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44629 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -8302473.000000 Penalty: 5317.723633
	Iteration 43Q: 3 clusters Score -8302473 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -8302479.500000 Penalty: 5317.723633
	Iteration 44Q: 3 clusters Score -8302480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44665 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -8302483.500000 Penalty: 5317.723633
	Iteration 45Q: 3 clusters Score -8302484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44684 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -8302496.000000 Penalty: 5317.723633
	Iteration 46Q: 3 clusters Score -8302496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44700 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -8302502.000000 Penalty: 5317.723633
	Iteration 47Q: 3 clusters Score -8302502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -8302505.500000 Penalty: 5317.723633
	Iteration 48Q: 3 clusters Score -8302506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44730 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8302509.000000 Penalty: 5317.723633
	Iteration 49Q: 3 clusters Score -8302509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44741 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8302515.000000 Penalty: 5317.723633
	Iteration 50Q: 3 clusters Score -8302515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44748 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -8302524.000000 Penalty: 5317.723633
	Iteration 51Q: 3 clusters Score -8302524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44757 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8302519.500000 Penalty: 5317.723633
	Iteration 52Q: 3 clusters Score -8302520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8302522.500000 Penalty: 5317.723633
	Iteration 53Q: 3 clusters Score -8302522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8302520.500000 Penalty: 5317.723633
	Iteration 54Q: 3 clusters Score -8302520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44753 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -8302523.500000 Penalty: 5317.723633
	Iteration 55Q: 3 clusters Score -8302524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8302522.500000 Penalty: 5317.723633
	Iteration 56Q: 3 clusters Score -8302522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8302531.000000 Penalty: 5317.723633
	Iteration 57Q: 3 clusters Score -8302531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8302531.000000 Penalty: 5317.723633
	Iteration 58F: 3 clusters Score -8302531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Entering Unmasked Estep 
Score: -142886.890625 Penalty: 1698.305298
	Iteration 0F: 2 clusters Score -142886.9 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 469 members 
Entering Unmasked Estep 
Score: -141068.296875 Penalty: 3396.610596
	Iteration 0F: 3 clusters Score -141068.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -141527.265625 Penalty: 3396.610596
	Iteration 1F: 3 clusters Score -141527.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -141742.671875 Penalty: 3396.610596
	Iteration 2F: 3 clusters Score -141742.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -141944.781250 Penalty: 3396.610596
	Iteration 3F: 3 clusters Score -141944.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -142082.937500 Penalty: 3396.610596
	Iteration 4Q: 3 clusters Score -142082.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -142232.390625 Penalty: 3396.610596
	Iteration 5Q: 3 clusters Score -142232.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -142354.062500 Penalty: 3396.610596
	Iteration 6Q: 3 clusters Score -142354.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -142466.015625 Penalty: 3396.610596
	Iteration 7Q: 3 clusters Score -142466 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -142615.406250 Penalty: 3396.610596
	Iteration 8Q: 3 clusters Score -142615.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -142794.953125 Penalty: 3396.610596
	Iteration 9Q: 3 clusters Score -142795 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -142995.234375 Penalty: 3396.610596
	Iteration 10Q: 3 clusters Score -142995.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -143176.421875 Penalty: 3396.610596
	Iteration 11Q: 3 clusters Score -143176.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -143266.328125 Penalty: 3396.610596
	Iteration 12Q: 3 clusters Score -143266.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -143353.312500 Penalty: 3396.610596
	Iteration 13Q: 3 clusters Score -143353.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -143394.796875 Penalty: 3396.610596
	Iteration 14Q: 3 clusters Score -143394.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -143416.296875 Penalty: 3396.610596
	Iteration 15Q: 3 clusters Score -143416.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -143435.687500 Penalty: 3396.610596
	Iteration 16Q: 3 clusters Score -143435.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -143439.078125 Penalty: 3396.610596
	Iteration 17Q: 3 clusters Score -143439.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -143443.734375 Penalty: 3396.610596
	Iteration 18Q: 3 clusters Score -143443.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -143445.796875 Penalty: 3396.610596
	Iteration 19Q: 3 clusters Score -143445.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -143446.937500 Penalty: 3396.610596
	Iteration 20F: 3 clusters Score -143446.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -143449.203125 Penalty: 3396.610596
	Iteration 21Q: 3 clusters Score -143449.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -143449.203125 Penalty: 3396.610596
	Iteration 22F: 3 clusters Score -143449.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 488 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46397 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44967 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 45383 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 45384 members 
Mstep: Class 11 contains 41940 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46356 members 
Mstep: Class 14 contains 31105 members 
Mstep: Class 15 contains 45491 members 
Mstep: Class 16 contains 43867 members 
Mstep: Class 17 contains 43601 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 39038 members 
Mstep: Class 20 contains 45612 members 
Mstep: Class 21 contains 45747 members 
Mstep: Class 22 contains 454 members 
Entering Unmasked Estep 
Score: -111201816.000000 Penalty: 72750.632812
Splitting cluster 2 changes total score from -111202888.000000 to -111201816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Entering Unmasked Estep 
Score: -105962.210938 Penalty: 1647.659912
	Iteration 0F: 2 clusters Score -105962.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -104360.406250 Penalty: 3295.319824
	Iteration 0F: 3 clusters Score -104360.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -104894.000000 Penalty: 3295.319824
	Iteration 1F: 3 clusters Score -104894 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -105156.460938 Penalty: 3295.319824
	Iteration 2F: 3 clusters Score -105156.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -105367.968750 Penalty: 3295.319824
	Iteration 3F: 3 clusters Score -105368 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -105521.046875 Penalty: 3295.319824
	Iteration 4Q: 3 clusters Score -105521 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -105584.781250 Penalty: 3295.319824
	Iteration 5Q: 3 clusters Score -105584.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -105622.171875 Penalty: 3295.319824
	Iteration 6Q: 3 clusters Score -105622.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -105650.148438 Penalty: 3295.319824
	Iteration 7Q: 3 clusters Score -105650.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -105660.382812 Penalty: 3295.319824
	Iteration 8Q: 3 clusters Score -105660.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -105672.125000 Penalty: 3295.319824
	Iteration 9Q: 3 clusters Score -105672.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -105672.734375 Penalty: 3295.319824
	Iteration 10Q: 3 clusters Score -105672.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -105672.734375 Penalty: 3295.319824
	Iteration 11F: 3 clusters Score -105672.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46397 members 
Entering Unmasked Estep 
Score: -8416126.000000 Penalty: 2664.757568
	Iteration 0F: 2 clusters Score -8416126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -8385722.000000 Penalty: 5329.515137
	Iteration 0F: 3 clusters Score -8385722 nChanged 21504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -8397668.000000 Penalty: 5329.515137
	Iteration 1F: 3 clusters Score -8397668 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -8398326.000000 Penalty: 5329.515137
	Iteration 2Q: 3 clusters Score -8398326 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -8399218.000000 Penalty: 5329.515137
	Iteration 3Q: 3 clusters Score -8399218 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -8400424.000000 Penalty: 5329.515137
	Iteration 4Q: 3 clusters Score -8400424 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -8402141.000000 Penalty: 5329.515137
	Iteration 5F: 3 clusters Score -8402141 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -8404340.000000 Penalty: 5329.515137
	Iteration 6F: 3 clusters Score -8404340 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -8407258.000000 Penalty: 5329.515137
	Iteration 7F: 3 clusters Score -8407258 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -8410049.000000 Penalty: 5329.515137
	Iteration 8F: 3 clusters Score -8410049 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -8411647.000000 Penalty: 5329.515137
	Iteration 9F: 3 clusters Score -8411647 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -8412303.000000 Penalty: 5329.515137
	Iteration 10Q: 3 clusters Score -8412303 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -8412682.000000 Penalty: 5329.515137
	Iteration 11Q: 3 clusters Score -8412682 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -8412939.000000 Penalty: 5329.515137
	Iteration 12Q: 3 clusters Score -8412939 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -8413124.000000 Penalty: 5329.515137
	Iteration 13Q: 3 clusters Score -8413124 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -8413236.000000 Penalty: 5329.515137
	Iteration 14Q: 3 clusters Score -8413236 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -8413298.000000 Penalty: 5329.515137
	Iteration 15Q: 3 clusters Score -8413298 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31351 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -8413375.000000 Penalty: 5329.515137
	Iteration 16Q: 3 clusters Score -8413375 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -8413436.000000 Penalty: 5329.515137
	Iteration 17Q: 3 clusters Score -8413436 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -8413488.000000 Penalty: 5329.515137
	Iteration 18Q: 3 clusters Score -8413488 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -8413524.000000 Penalty: 5329.515137
	Iteration 19Q: 3 clusters Score -8413524 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -8413564.000000 Penalty: 5329.515137
	Iteration 20F: 3 clusters Score -8413564 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -8413602.000000 Penalty: 5329.515137
	Iteration 21Q: 3 clusters Score -8413602 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -8413632.000000 Penalty: 5329.515137
	Iteration 22Q: 3 clusters Score -8413632 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -8413665.000000 Penalty: 5329.515137
	Iteration 23Q: 3 clusters Score -8413665 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -8413689.000000 Penalty: 5329.515137
	Iteration 24Q: 3 clusters Score -8413689 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -8413704.000000 Penalty: 5329.515137
	Iteration 25Q: 3 clusters Score -8413704 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -8413722.000000 Penalty: 5329.515137
	Iteration 26Q: 3 clusters Score -8413722 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -8413722.000000 Penalty: 5329.515137
	Iteration 27Q: 3 clusters Score -8413722 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32483 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -8413734.000000 Penalty: 5329.515137
	Iteration 28Q: 3 clusters Score -8413734 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -8413730.000000 Penalty: 5329.515137
	Iteration 29Q: 3 clusters Score -8413730 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -8413751.000000 Penalty: 5329.515137
	Iteration 30Q: 3 clusters Score -8413751 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8413771 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8413796 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8413805 nChanged 23
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8413812 nChanged 24
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Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -8413810.000000 Penalty: 5329.515137
	Iteration 35Q: 3 clusters Score -8413810 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8413798 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -8413814.000000 Penalty: 5329.515137
	Iteration 37Q: 3 clusters Score -8413814 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32813 members 
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Entering Unmasked Estep 
Score: -8413803.000000 Penalty: 5329.515137
	Iteration 38Q: 3 clusters Score -8413803 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -8413811.000000 Penalty: 5329.515137
	Iteration 39Q: 3 clusters Score -8413811 nChanged 17
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Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -8413813.000000 Penalty: 5329.515137
	Iteration 40F: 3 clusters Score -8413813 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -8413816.000000 Penalty: 5329.515137
	Iteration 41Q: 3 clusters Score -8413816 nChanged 13
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Mstep: Class 1 contains 32877 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8413813 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32886 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -8413807.000000 Penalty: 5329.515137
	Iteration 43Q: 3 clusters Score -8413807 nChanged 15
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Mstep: Class 1 contains 32899 members 
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Entering Unmasked Estep 
Score: -8413820.000000 Penalty: 5329.515137
	Iteration 44Q: 3 clusters Score -8413820 nChanged 12
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Mstep: Class 1 contains 32911 members 
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Entering Unmasked Estep 
Score: -8413818.000000 Penalty: 5329.515137
	Iteration 45Q: 3 clusters Score -8413818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -8413826.000000 Penalty: 5329.515137
	Iteration 46Q: 3 clusters Score -8413826 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -8413825.000000 Penalty: 5329.515137
	Iteration 47Q: 3 clusters Score -8413825 nChanged 15
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Mstep: Class 1 contains 32950 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8413825 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -8413824.000000 Penalty: 5329.515137
	Iteration 49Q: 3 clusters Score -8413824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -8413837.000000 Penalty: 5329.515137
	Iteration 50Q: 3 clusters Score -8413837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
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Entering Unmasked Estep 
Score: -8413845.000000 Penalty: 5329.515137
	Iteration 51Q: 3 clusters Score -8413845 nChanged 17
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Mstep: Class 1 contains 33009 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8413848 nChanged 14
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Mstep: Class 1 contains 33023 members 
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Entering Unmasked Estep 
Score: -8413855.000000 Penalty: 5329.515137
	Iteration 53Q: 3 clusters Score -8413855 nChanged 18
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Mstep: Class 1 contains 33039 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8413865 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33055 members 
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Entering Unmasked Estep 
Score: -8413858.000000 Penalty: 5329.515137
	Iteration 55Q: 3 clusters Score -8413858 nChanged 15
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Mstep: Class 1 contains 33070 members 
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Entering Unmasked Estep 
Score: -8413863.000000 Penalty: 5329.515137
	Iteration 56Q: 3 clusters Score -8413863 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33084 members 
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Entering Unmasked Estep 
Score: -8413867.000000 Penalty: 5329.515137
	Iteration 57Q: 3 clusters Score -8413867 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33101 members 
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Entering Unmasked Estep 
Score: -8413873.000000 Penalty: 5329.515137
	Iteration 58Q: 3 clusters Score -8413873 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33121 members 
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Entering Unmasked Estep 
Score: -8413882.000000 Penalty: 5329.515137
	Iteration 59Q: 3 clusters Score -8413882 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -8413872.000000 Penalty: 5329.515137
	Iteration 60F: 3 clusters Score -8413872 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33167 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -8413862.000000 Penalty: 5329.515137
	Iteration 61Q: 3 clusters Score -8413862 nChanged 21
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Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8413872 nChanged 20
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8413866.000000 Penalty: 5329.515137
	Iteration 63Q: 3 clusters Score -8413866 nChanged 14
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Mstep: Class 1 contains 33220 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8413876 nChanged 16
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8413876 nChanged 16
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Entering Unmasked Estep 
Score: -8413870.000000 Penalty: 5329.515137
	Iteration 66Q: 3 clusters Score -8413870 nChanged 15
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Mstep: Class 1 contains 33267 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8413882 nChanged 17
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8413867 nChanged 19
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Entering Unmasked Estep 
Score: -8413890.000000 Penalty: 5329.515137
	Iteration 69Q: 3 clusters Score -8413890 nChanged 20
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Entering Unmasked Estep 
Score: -8413899.000000 Penalty: 5329.515137
	Iteration 70Q: 3 clusters Score -8413899 nChanged 21
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8413925 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33369 members 
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Entering Unmasked Estep 
Score: -8413919.000000 Penalty: 5329.515137
	Iteration 72Q: 3 clusters Score -8413919 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33389 members 
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Entering Unmasked Estep 
Score: -8413918.000000 Penalty: 5329.515137
	Iteration 73Q: 3 clusters Score -8413918 nChanged 16
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8413925 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8413930.000000 Penalty: 5329.515137
	Iteration 75Q: 3 clusters Score -8413930 nChanged 11
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Mstep: Class 1 contains 33434 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8413924 nChanged 16
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Entering Unmasked Estep 
Score: -8413932.000000 Penalty: 5329.515137
	Iteration 77Q: 3 clusters Score -8413932 nChanged 17
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Score: -8413943.000000 Penalty: 5329.515137
	Iteration 78Q: 3 clusters Score -8413943 nChanged 15
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Entering Unmasked Estep 
Score: -8413949.000000 Penalty: 5329.515137
	Iteration 79Q: 3 clusters Score -8413949 nChanged 17
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Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -8413953.000000 Penalty: 5329.515137
	Iteration 80F: 3 clusters Score -8413953 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8413954.000000 Penalty: 5329.515137
	Iteration 81Q: 3 clusters Score -8413954 nChanged 9
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	Iteration 82Q: 3 clusters Score -8413955 nChanged 8
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	Iteration 83Q: 3 clusters Score -8413957 nChanged 7
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8413955 nChanged 12
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8413961 nChanged 18
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	Iteration 86Q: 3 clusters Score -8413974 nChanged 18
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Entering Unmasked Estep 
Score: -8413991.000000 Penalty: 5329.515137
	Iteration 87Q: 3 clusters Score -8413991 nChanged 23
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8414002 nChanged 25
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8414012 nChanged 34
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	Iteration 90Q: 3 clusters Score -8414014 nChanged 37
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8414015 nChanged 26
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Entering Unmasked Estep 
Score: -8414021.000000 Penalty: 5329.515137
	Iteration 92Q: 3 clusters Score -8414021 nChanged 15
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8414025 nChanged 13
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8414035 nChanged 16
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	Iteration 95Q: 3 clusters Score -8414054 nChanged 13
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	Iteration 96Q: 3 clusters Score -8414055 nChanged 17
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8414065 nChanged 19
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8414063 nChanged 19
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8414060 nChanged 15
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8414087 nChanged 21
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	Iteration 101Q: 3 clusters Score -8414088 nChanged 17
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8414090 nChanged 15
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	Iteration 103Q: 3 clusters Score -8414082 nChanged 10
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	Iteration 104Q: 3 clusters Score -8414084 nChanged 14
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	Iteration 105Q: 3 clusters Score -8414085 nChanged 17
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	Iteration 106Q: 3 clusters Score -8414089 nChanged 20
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	Iteration 107Q: 3 clusters Score -8414088 nChanged 15
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	Iteration 108Q: 3 clusters Score -8414104 nChanged 14
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	Iteration 109Q: 3 clusters Score -8414105 nChanged 12
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	Iteration 110Q: 3 clusters Score -8414099 nChanged 14
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	Iteration 111Q: 3 clusters Score -8414103 nChanged 18
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	Iteration 112Q: 3 clusters Score -8414121 nChanged 21
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	Iteration 113Q: 3 clusters Score -8414117 nChanged 30
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	Iteration 114Q: 3 clusters Score -8414120 nChanged 32
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	Iteration 115Q: 3 clusters Score -8414136 nChanged 35
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	Iteration 116Q: 3 clusters Score -8414138 nChanged 30
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	Iteration 117Q: 3 clusters Score -8414151 nChanged 32
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	Iteration 118Q: 3 clusters Score -8414161 nChanged 41
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	Iteration 119Q: 3 clusters Score -8414167 nChanged 41
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	Iteration 120F: 3 clusters Score -8414162 nChanged 47
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	Iteration 121Q: 3 clusters Score -8414180 nChanged 46
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	Iteration 122Q: 3 clusters Score -8414194 nChanged 48
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	Iteration 123Q: 3 clusters Score -8414203 nChanged 51
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	Iteration 124Q: 3 clusters Score -8414207 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -8414211.000000 Penalty: 5329.515137
	Iteration 125Q: 3 clusters Score -8414211 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 11819 members 
Entering Unmasked Estep 
Score: -8414217.000000 Penalty: 5329.515137
	Iteration 126Q: 3 clusters Score -8414217 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -8414218.000000 Penalty: 5329.515137
	Iteration 127Q: 3 clusters Score -8414218 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -8414233.000000 Penalty: 5329.515137
	Iteration 128Q: 3 clusters Score -8414233 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -8414241.000000 Penalty: 5329.515137
	Iteration 129Q: 3 clusters Score -8414241 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -8414251.000000 Penalty: 5329.515137
	Iteration 130Q: 3 clusters Score -8414251 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -8414267.000000 Penalty: 5329.515137
	Iteration 131Q: 3 clusters Score -8414267 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -8414262.000000 Penalty: 5329.515137
	Iteration 132Q: 3 clusters Score -8414262 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -8414272.000000 Penalty: 5329.515137
	Iteration 133Q: 3 clusters Score -8414272 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -8414283.000000 Penalty: 5329.515137
	Iteration 134Q: 3 clusters Score -8414283 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -8414287.000000 Penalty: 5329.515137
	Iteration 135Q: 3 clusters Score -8414287 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -8414312.000000 Penalty: 5329.515137
	Iteration 136Q: 3 clusters Score -8414312 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -8414318.000000 Penalty: 5329.515137
	Iteration 137Q: 3 clusters Score -8414318 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -8414337.000000 Penalty: 5329.515137
	Iteration 138Q: 3 clusters Score -8414337 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -8414343.000000 Penalty: 5329.515137
	Iteration 139Q: 3 clusters Score -8414343 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -8414352.000000 Penalty: 5329.515137
	Iteration 140F: 3 clusters Score -8414352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -8414357.000000 Penalty: 5329.515137
	Iteration 141Q: 3 clusters Score -8414357 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -8414342.000000 Penalty: 5329.515137
	Iteration 142Q: 3 clusters Score -8414342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -8414339.000000 Penalty: 5329.515137
	Iteration 143Q: 3 clusters Score -8414339 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -8414333.000000 Penalty: 5329.515137
	Iteration 144Q: 3 clusters Score -8414333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -8414337.000000 Penalty: 5329.515137
	Iteration 145Q: 3 clusters Score -8414337 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -8414347.000000 Penalty: 5329.515137
	Iteration 146Q: 3 clusters Score -8414347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -8414343.000000 Penalty: 5329.515137
	Iteration 147Q: 3 clusters Score -8414343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35254 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -8414347.000000 Penalty: 5329.515137
	Iteration 148Q: 3 clusters Score -8414347 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -8414357.000000 Penalty: 5329.515137
	Iteration 149Q: 3 clusters Score -8414357 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35289 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -8414358.000000 Penalty: 5329.515137
	Iteration 150Q: 3 clusters Score -8414358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -8414361.000000 Penalty: 5329.515137
	Iteration 151Q: 3 clusters Score -8414361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -8414353.000000 Penalty: 5329.515137
	Iteration 152Q: 3 clusters Score -8414353 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -8414367.000000 Penalty: 5329.515137
	Iteration 153Q: 3 clusters Score -8414367 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -8414376.000000 Penalty: 5329.515137
	Iteration 154Q: 3 clusters Score -8414376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -8414386.000000 Penalty: 5329.515137
	Iteration 155Q: 3 clusters Score -8414386 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -8414397.000000 Penalty: 5329.515137
	Iteration 156Q: 3 clusters Score -8414397 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35459 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -8414410.000000 Penalty: 5329.515137
	Iteration 157Q: 3 clusters Score -8414410 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -8414415.000000 Penalty: 5329.515137
	Iteration 158Q: 3 clusters Score -8414415 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -8414404.000000 Penalty: 5329.515137
	Iteration 159Q: 3 clusters Score -8414404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -8414402.000000 Penalty: 5329.515137
	Iteration 160F: 3 clusters Score -8414402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -8414416.000000 Penalty: 5329.515137
	Iteration 161Q: 3 clusters Score -8414416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -8414423.000000 Penalty: 5329.515137
	Iteration 162Q: 3 clusters Score -8414423 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -8414425.000000 Penalty: 5329.515137
	Iteration 163Q: 3 clusters Score -8414425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -8414429.000000 Penalty: 5329.515137
	Iteration 164Q: 3 clusters Score -8414429 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -8414444.000000 Penalty: 5329.515137
	Iteration 165Q: 3 clusters Score -8414444 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -8414435.000000 Penalty: 5329.515137
	Iteration 166Q: 3 clusters Score -8414435 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -8414446.000000 Penalty: 5329.515137
	Iteration 167Q: 3 clusters Score -8414446 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -8414465.000000 Penalty: 5329.515137
	Iteration 168Q: 3 clusters Score -8414465 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -8414471.000000 Penalty: 5329.515137
	Iteration 169Q: 3 clusters Score -8414471 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35783 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -8414487.000000 Penalty: 5329.515137
	Iteration 170Q: 3 clusters Score -8414487 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -8414498.000000 Penalty: 5329.515137
	Iteration 171Q: 3 clusters Score -8414498 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -8414500.000000 Penalty: 5329.515137
	Iteration 172Q: 3 clusters Score -8414500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -8414515.000000 Penalty: 5329.515137
	Iteration 173Q: 3 clusters Score -8414515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -8414516.000000 Penalty: 5329.515137
	Iteration 174Q: 3 clusters Score -8414516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -8414513.000000 Penalty: 5329.515137
	Iteration 175Q: 3 clusters Score -8414513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -8414520.000000 Penalty: 5329.515137
	Iteration 176Q: 3 clusters Score -8414520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -8414522.000000 Penalty: 5329.515137
	Iteration 177Q: 3 clusters Score -8414522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -8414514.000000 Penalty: 5329.515137
	Iteration 178Q: 3 clusters Score -8414514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -8414517.000000 Penalty: 5329.515137
	Iteration 179Q: 3 clusters Score -8414517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -8414520.000000 Penalty: 5329.515137
	Iteration 180F: 3 clusters Score -8414520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -8414522.000000 Penalty: 5329.515137
	Iteration 181Q: 3 clusters Score -8414522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -8414514.000000 Penalty: 5329.515137
	Iteration 182Q: 3 clusters Score -8414514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -8414507.000000 Penalty: 5329.515137
	Iteration 183Q: 3 clusters Score -8414507 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -8414512.000000 Penalty: 5329.515137
	Iteration 184Q: 3 clusters Score -8414512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -8414510.000000 Penalty: 5329.515137
	Iteration 185Q: 3 clusters Score -8414510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -8414510.000000 Penalty: 5329.515137
	Iteration 186Q: 3 clusters Score -8414510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -8414513.000000 Penalty: 5329.515137
	Iteration 187Q: 3 clusters Score -8414513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -8414513.000000 Penalty: 5329.515137
	Iteration 188F: 3 clusters Score -8414513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -36811.179688 Penalty: 1512.322510
	Iteration 0F: 2 clusters Score -36811.18 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 216 members 
Entering Unmasked Estep 
Score: -35584.859375 Penalty: 3024.645020
	Iteration 0F: 3 clusters Score -35584.86 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -35861.175781 Penalty: 3024.645020
	Iteration 1F: 3 clusters Score -35861.18 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -35984.285156 Penalty: 3024.645020
	Iteration 2F: 3 clusters Score -35984.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -36096.003906 Penalty: 3024.645020
	Iteration 3F: 3 clusters Score -36096 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -36212.445312 Penalty: 3024.645020
	Iteration 4Q: 3 clusters Score -36212.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -36287.097656 Penalty: 3024.645020
	Iteration 5Q: 3 clusters Score -36287.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -36362.761719 Penalty: 3024.645020
	Iteration 6Q: 3 clusters Score -36362.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -36420.960938 Penalty: 3024.645020
	Iteration 7Q: 3 clusters Score -36420.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -36458.320312 Penalty: 3024.645020
	Iteration 8Q: 3 clusters Score -36458.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -36465.433594 Penalty: 3024.645020
	Iteration 9Q: 3 clusters Score -36465.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -36468.582031 Penalty: 3024.645020
	Iteration 10Q: 3 clusters Score -36468.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -36474.097656 Penalty: 3024.645020
	Iteration 11Q: 3 clusters Score -36474.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -36476.273438 Penalty: 3024.645020
	Iteration 12F: 3 clusters Score -36476.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -36481.027344 Penalty: 3024.645020
	Iteration 13Q: 3 clusters Score -36481.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -36481.027344 Penalty: 3024.645020
	Iteration 14F: 3 clusters Score -36481.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (44967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44967 members 
Entering Unmasked Estep 
Score: -8214169.500000 Penalty: 2656.993652
	Iteration 0F: 2 clusters Score -8214170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -8184775.500000 Penalty: 5313.987305
	Iteration 0F: 3 clusters Score -8184776 nChanged 20594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -8196333.500000 Penalty: 5313.987305
	Iteration 1F: 3 clusters Score -8196334 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -8197076.000000 Penalty: 5313.987305
	Iteration 2Q: 3 clusters Score -8197076 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -8197925.000000 Penalty: 5313.987305
	Iteration 3Q: 3 clusters Score -8197925 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -8198747.500000 Penalty: 5313.987305
	Iteration 4Q: 3 clusters Score -8198748 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -8199708.000000 Penalty: 5313.987305
	Iteration 5Q: 3 clusters Score -8199708 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -8200928.000000 Penalty: 5313.987305
	Iteration 6Q: 3 clusters Score -8200928 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -8202185.000000 Penalty: 5313.987305
	Iteration 7Q: 3 clusters Score -8202185 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -8203698.000000 Penalty: 5313.987305
	Iteration 8F: 3 clusters Score -8203698 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -8205268.000000 Penalty: 5313.987305
	Iteration 9Q: 3 clusters Score -8205268 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 35349 members 
Entering Unmasked Estep 
Score: -8206685.000000 Penalty: 5313.987305
	Iteration 10Q: 3 clusters Score -8206685 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -8207776.000000 Penalty: 5313.987305
	Iteration 11Q: 3 clusters Score -8207776 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -8208649.500000 Penalty: 5313.987305
	Iteration 12Q: 3 clusters Score -8208650 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -8209355.000000 Penalty: 5313.987305
	Iteration 13Q: 3 clusters Score -8209355 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -8209949.000000 Penalty: 5313.987305
	Iteration 14Q: 3 clusters Score -8209949 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 41149 members 
Entering Unmasked Estep 
Score: -8210417.500000 Penalty: 5313.987305
	Iteration 15Q: 3 clusters Score -8210418 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -8210768.500000 Penalty: 5313.987305
	Iteration 16Q: 3 clusters Score -8210768 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 42505 members 
Entering Unmasked Estep 
Score: -8211051.000000 Penalty: 5313.987305
	Iteration 17Q: 3 clusters Score -8211051 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 43071 members 
Entering Unmasked Estep 
Score: -8211308.500000 Penalty: 5313.987305
	Iteration 18Q: 3 clusters Score -8211308 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 43495 members 
Entering Unmasked Estep 
Score: -8211471.000000 Penalty: 5313.987305
	Iteration 19Q: 3 clusters Score -8211471 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -8211566.500000 Penalty: 5313.987305
	Iteration 20F: 3 clusters Score -8211566 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 44009 members 
Entering Unmasked Estep 
Score: -8211640.500000 Penalty: 5313.987305
	Iteration 21Q: 3 clusters Score -8211640 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 44148 members 
Entering Unmasked Estep 
Score: -8211710.000000 Penalty: 5313.987305
	Iteration 22Q: 3 clusters Score -8211710 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 44240 members 
Entering Unmasked Estep 
Score: -8211743.500000 Penalty: 5313.987305
	Iteration 23Q: 3 clusters Score -8211744 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 44305 members 
Entering Unmasked Estep 
Score: -8211784.000000 Penalty: 5313.987305
	Iteration 24Q: 3 clusters Score -8211784 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 44365 members 
Entering Unmasked Estep 
Score: -8211825.500000 Penalty: 5313.987305
	Iteration 25Q: 3 clusters Score -8211826 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 44410 members 
Entering Unmasked Estep 
Score: -8211860.500000 Penalty: 5313.987305
	Iteration 26Q: 3 clusters Score -8211860 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -8211885.500000 Penalty: 5313.987305
	Iteration 27Q: 3 clusters Score -8211886 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 44463 members 
Entering Unmasked Estep 
Score: -8211895.000000 Penalty: 5313.987305
	Iteration 28Q: 3 clusters Score -8211895 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 44484 members 
Entering Unmasked Estep 
Score: -8211914.500000 Penalty: 5313.987305
	Iteration 29Q: 3 clusters Score -8211914 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 44506 members 
Entering Unmasked Estep 
Score: -8211934.000000 Penalty: 5313.987305
	Iteration 30Q: 3 clusters Score -8211934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 44520 members 
Entering Unmasked Estep 
Score: -8211940.500000 Penalty: 5313.987305
	Iteration 31Q: 3 clusters Score -8211940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -8211942.000000 Penalty: 5313.987305
	Iteration 32Q: 3 clusters Score -8211942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -8211962.500000 Penalty: 5313.987305
	Iteration 33Q: 3 clusters Score -8211962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 44537 members 
Entering Unmasked Estep 
Score: -8211971.000000 Penalty: 5313.987305
	Iteration 34Q: 3 clusters Score -8211971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 44544 members 
Entering Unmasked Estep 
Score: -8211973.000000 Penalty: 5313.987305
	Iteration 35Q: 3 clusters Score -8211973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 44551 members 
Entering Unmasked Estep 
Score: -8211979.000000 Penalty: 5313.987305
	Iteration 36Q: 3 clusters Score -8211979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 44556 members 
Entering Unmasked Estep 
Score: -8211972.500000 Penalty: 5313.987305
	Iteration 37Q: 3 clusters Score -8211972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -8211977.500000 Penalty: 5313.987305
	Iteration 38Q: 3 clusters Score -8211978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 44561 members 
Entering Unmasked Estep 
Score: -8211983.000000 Penalty: 5313.987305
	Iteration 39Q: 3 clusters Score -8211983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 44562 members 
Entering Unmasked Estep 
Score: -8211979.000000 Penalty: 5313.987305
	Iteration 40F: 3 clusters Score -8211979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -8211981.000000 Penalty: 5313.987305
	Iteration 41Q: 3 clusters Score -8211981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 44564 members 
Entering Unmasked Estep 
Score: -8211977.500000 Penalty: 5313.987305
	Iteration 42Q: 3 clusters Score -8211978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 44564 members 
Entering Unmasked Estep 
Score: -8211978.000000 Penalty: 5313.987305
	Iteration 43Q: 3 clusters Score -8211978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 44566 members 
Entering Unmasked Estep 
Score: -8211984.000000 Penalty: 5313.987305
	Iteration 44Q: 3 clusters Score -8211984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 44569 members 
Entering Unmasked Estep 
Score: -8211986.000000 Penalty: 5313.987305
	Iteration 45Q: 3 clusters Score -8211986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 44571 members 
Entering Unmasked Estep 
Score: -8211988.000000 Penalty: 5313.987305
	Iteration 46Q: 3 clusters Score -8211988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 44572 members 
Entering Unmasked Estep 
Score: -8211983.000000 Penalty: 5313.987305
	Iteration 47Q: 3 clusters Score -8211983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -8211980.500000 Penalty: 5313.987305
	Iteration 48Q: 3 clusters Score -8211980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 44575 members 
Entering Unmasked Estep 
Score: -8211985.500000 Penalty: 5313.987305
	Iteration 49Q: 3 clusters Score -8211986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -8211990.500000 Penalty: 5313.987305
	Iteration 50Q: 3 clusters Score -8211990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -8211990.500000 Penalty: 5313.987305
	Iteration 51Q: 3 clusters Score -8211990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -8211990.500000 Penalty: 5313.987305
	Iteration 52Q: 3 clusters Score -8211990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 44580 members 
Entering Unmasked Estep 
Score: -8211988.500000 Penalty: 5313.987305
	Iteration 53Q: 3 clusters Score -8211988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 44580 members 
Entering Unmasked Estep 
Score: -8211988.500000 Penalty: 5313.987305
	Iteration 54F: 3 clusters Score -8211988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Entering Unmasked Estep 
Score: -231716.671875 Penalty: 1787.181641
	Iteration 0F: 2 clusters Score -231716.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -229596.593750 Penalty: 3574.363281
	Iteration 0F: 3 clusters Score -229596.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -230035.203125 Penalty: 3574.363281
	Iteration 1F: 3 clusters Score -230035.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -230183.296875 Penalty: 3574.363281
	Iteration 2F: 3 clusters Score -230183.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -230259.453125 Penalty: 3574.363281
	Iteration 3Q: 3 clusters Score -230259.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -230302.296875 Penalty: 3574.363281
	Iteration 4Q: 3 clusters Score -230302.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -230322.593750 Penalty: 3574.363281
	Iteration 5Q: 3 clusters Score -230322.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -230355.171875 Penalty: 3574.363281
	Iteration 6Q: 3 clusters Score -230355.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -230391.093750 Penalty: 3574.363281
	Iteration 7Q: 3 clusters Score -230391.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -230415.750000 Penalty: 3574.363281
	Iteration 8Q: 3 clusters Score -230415.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -230435.578125 Penalty: 3574.363281
	Iteration 9Q: 3 clusters Score -230435.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -230456.546875 Penalty: 3574.363281
	Iteration 10Q: 3 clusters Score -230456.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -230491.703125 Penalty: 3574.363281
	Iteration 11Q: 3 clusters Score -230491.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -230529.468750 Penalty: 3574.363281
	Iteration 12Q: 3 clusters Score -230529.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -230556.828125 Penalty: 3574.363281
	Iteration 13Q: 3 clusters Score -230556.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -230582.078125 Penalty: 3574.363281
	Iteration 14Q: 3 clusters Score -230582.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -230600.437500 Penalty: 3574.363281
	Iteration 15Q: 3 clusters Score -230600.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -230614.453125 Penalty: 3574.363281
	Iteration 16Q: 3 clusters Score -230614.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -230630.406250 Penalty: 3574.363281
	Iteration 17Q: 3 clusters Score -230630.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -230643.796875 Penalty: 3574.363281
	Iteration 18Q: 3 clusters Score -230643.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -230657.250000 Penalty: 3574.363281
	Iteration 19Q: 3 clusters Score -230657.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -230668.250000 Penalty: 3574.363281
	Iteration 20F: 3 clusters Score -230668.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -230676.375000 Penalty: 3574.363281
	Iteration 21Q: 3 clusters Score -230676.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -230687.343750 Penalty: 3574.363281
	Iteration 22Q: 3 clusters Score -230687.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -230690.640625 Penalty: 3574.363281
	Iteration 23Q: 3 clusters Score -230690.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -230694.578125 Penalty: 3574.363281
	Iteration 24Q: 3 clusters Score -230694.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -230696.781250 Penalty: 3574.363281
	Iteration 25Q: 3 clusters Score -230696.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -230697.718750 Penalty: 3574.363281
	Iteration 26Q: 3 clusters Score -230697.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -230697.718750 Penalty: 3574.363281
	Iteration 27F: 3 clusters Score -230697.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (45383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Entering Unmasked Estep 
Score: -8438940.000000 Penalty: 2659.277344
	Iteration 0F: 2 clusters Score -8438940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -8410382.000000 Penalty: 5318.554688
	Iteration 0F: 3 clusters Score -8410382 nChanged 20776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -8421824.000000 Penalty: 5318.554688
	Iteration 1F: 3 clusters Score -8421824 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -8422404.000000 Penalty: 5318.554688
	Iteration 2Q: 3 clusters Score -8422404 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -8422966.000000 Penalty: 5318.554688
	Iteration 3Q: 3 clusters Score -8422966 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -8423479.000000 Penalty: 5318.554688
	Iteration 4Q: 3 clusters Score -8423479 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -8424116.000000 Penalty: 5318.554688
	Iteration 5Q: 3 clusters Score -8424116 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -8424800.000000 Penalty: 5318.554688
	Iteration 6Q: 3 clusters Score -8424800 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -8425629.000000 Penalty: 5318.554688
	Iteration 7Q: 3 clusters Score -8425629 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -8426626.000000 Penalty: 5318.554688
	Iteration 8Q: 3 clusters Score -8426626 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -8427741.000000 Penalty: 5318.554688
	Iteration 9Q: 3 clusters Score -8427741 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -8429094.000000 Penalty: 5318.554688
	Iteration 10Q: 3 clusters Score -8429094 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 32333 members 
Entering Unmasked Estep 
Score: -8430531.000000 Penalty: 5318.554688
	Iteration 11Q: 3 clusters Score -8430531 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -8431807.000000 Penalty: 5318.554688
	Iteration 12Q: 3 clusters Score -8431807 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -8432845.000000 Penalty: 5318.554688
	Iteration 13Q: 3 clusters Score -8432845 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -8433607.000000 Penalty: 5318.554688
	Iteration 14Q: 3 clusters Score -8433607 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -8434121.000000 Penalty: 5318.554688
	Iteration 15Q: 3 clusters Score -8434121 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -8434547.000000 Penalty: 5318.554688
	Iteration 16Q: 3 clusters Score -8434547 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -8434935.000000 Penalty: 5318.554688
	Iteration 17Q: 3 clusters Score -8434935 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
Score: -8435315.000000 Penalty: 5318.554688
	Iteration 18Q: 3 clusters Score -8435315 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 41318 members 
Entering Unmasked Estep 
Score: -8435697.000000 Penalty: 5318.554688
	Iteration 19Q: 3 clusters Score -8435697 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -8435932.000000 Penalty: 5318.554688
	Iteration 20F: 3 clusters Score -8435932 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
Score: -8436138.000000 Penalty: 5318.554688
	Iteration 21Q: 3 clusters Score -8436138 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -8436300.000000 Penalty: 5318.554688
	Iteration 22Q: 3 clusters Score -8436300 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -8436406.000000 Penalty: 5318.554688
	Iteration 23Q: 3 clusters Score -8436406 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -8436479.000000 Penalty: 5318.554688
	Iteration 24Q: 3 clusters Score -8436479 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -8436545.000000 Penalty: 5318.554688
	Iteration 25Q: 3 clusters Score -8436545 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
Score: -8436590.000000 Penalty: 5318.554688
	Iteration 26Q: 3 clusters Score -8436590 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 44165 members 
Entering Unmasked Estep 
Score: -8436633.000000 Penalty: 5318.554688
	Iteration 27Q: 3 clusters Score -8436633 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 44287 members 
Entering Unmasked Estep 
Score: -8436682.000000 Penalty: 5318.554688
	Iteration 28Q: 3 clusters Score -8436682 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 44365 members 
Entering Unmasked Estep 
Score: -8436679.000000 Penalty: 5318.554688
	Iteration 29Q: 3 clusters Score -8436679 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -8436703.000000 Penalty: 5318.554688
	Iteration 30Q: 3 clusters Score -8436703 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -8436728.000000 Penalty: 5318.554688
	Iteration 31Q: 3 clusters Score -8436728 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 44543 members 
Entering Unmasked Estep 
Score: -8436762.000000 Penalty: 5318.554688
	Iteration 32Q: 3 clusters Score -8436762 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -8436748.000000 Penalty: 5318.554688
	Iteration 33Q: 3 clusters Score -8436748 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 44601 members 
Entering Unmasked Estep 
Score: -8436735.000000 Penalty: 5318.554688
	Iteration 34Q: 3 clusters Score -8436735 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 44618 members 
Entering Unmasked Estep 
Score: -8436735.000000 Penalty: 5318.554688
	Iteration 35Q: 3 clusters Score -8436735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 44627 members 
Entering Unmasked Estep 
Score: -8436741.000000 Penalty: 5318.554688
	Iteration 36Q: 3 clusters Score -8436741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 44638 members 
Entering Unmasked Estep 
Score: -8436757.000000 Penalty: 5318.554688
	Iteration 37Q: 3 clusters Score -8436757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 44651 members 
Entering Unmasked Estep 
Score: -8436760.000000 Penalty: 5318.554688
	Iteration 38Q: 3 clusters Score -8436760 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
Score: -8436771.000000 Penalty: 5318.554688
	Iteration 39Q: 3 clusters Score -8436771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -8436768.000000 Penalty: 5318.554688
	Iteration 40F: 3 clusters Score -8436768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 44674 members 
Entering Unmasked Estep 
Score: -8436767.000000 Penalty: 5318.554688
	Iteration 41Q: 3 clusters Score -8436767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
Score: -8436776.000000 Penalty: 5318.554688
	Iteration 42Q: 3 clusters Score -8436776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 44689 members 
Entering Unmasked Estep 
Score: -8436780.000000 Penalty: 5318.554688
	Iteration 43Q: 3 clusters Score -8436780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 44697 members 
Entering Unmasked Estep 
Score: -8436775.000000 Penalty: 5318.554688
	Iteration 44Q: 3 clusters Score -8436775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -8436772.000000 Penalty: 5318.554688
	Iteration 45Q: 3 clusters Score -8436772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -8436786.000000 Penalty: 5318.554688
	Iteration 46Q: 3 clusters Score -8436786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 44721 members 
Entering Unmasked Estep 
Score: -8436785.000000 Penalty: 5318.554688
	Iteration 47Q: 3 clusters Score -8436785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -8436779.000000 Penalty: 5318.554688
	Iteration 48Q: 3 clusters Score -8436779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 44743 members 
Entering Unmasked Estep 
Score: -8436782.000000 Penalty: 5318.554688
	Iteration 49Q: 3 clusters Score -8436782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 44751 members 
Entering Unmasked Estep 
Score: -8436785.000000 Penalty: 5318.554688
	Iteration 50Q: 3 clusters Score -8436785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -8436779.000000 Penalty: 5318.554688
	Iteration 51Q: 3 clusters Score -8436779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 44765 members 
Entering Unmasked Estep 
Score: -8436781.000000 Penalty: 5318.554688
	Iteration 52Q: 3 clusters Score -8436781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 44773 members 
Entering Unmasked Estep 
Score: -8436784.000000 Penalty: 5318.554688
	Iteration 53Q: 3 clusters Score -8436784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 44775 members 
Entering Unmasked Estep 
Score: -8436787.000000 Penalty: 5318.554688
	Iteration 54Q: 3 clusters Score -8436787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 44782 members 
Entering Unmasked Estep 
Score: -8436774.000000 Penalty: 5318.554688
	Iteration 55Q: 3 clusters Score -8436774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 44788 members 
Entering Unmasked Estep 
Score: -8436779.000000 Penalty: 5318.554688
	Iteration 56Q: 3 clusters Score -8436779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 44791 members 
Entering Unmasked Estep 
Score: -8436786.000000 Penalty: 5318.554688
	Iteration 57Q: 3 clusters Score -8436786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 44793 members 
Entering Unmasked Estep 
Score: -8436785.000000 Penalty: 5318.554688
	Iteration 58Q: 3 clusters Score -8436785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 44794 members 
Entering Unmasked Estep 
Score: -8436784.000000 Penalty: 5318.554688
	Iteration 59Q: 3 clusters Score -8436784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 44797 members 
Entering Unmasked Estep 
Score: -8436789.000000 Penalty: 5318.554688
	Iteration 60F: 3 clusters Score -8436789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 44798 members 
Entering Unmasked Estep 
Score: -8436786.000000 Penalty: 5318.554688
	Iteration 61Q: 3 clusters Score -8436786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 44797 members 
Entering Unmasked Estep 
Score: -8436791.000000 Penalty: 5318.554688
	Iteration 62Q: 3 clusters Score -8436791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 44797 members 
Entering Unmasked Estep 
Score: -8436791.000000 Penalty: 5318.554688
	Iteration 63F: 3 clusters Score -8436791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Entering Unmasked Estep 
Score: -462797.718750 Penalty: 1965.169922
	Iteration 0F: 2 clusters Score -462797.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -459765.343750 Penalty: 3930.339844
	Iteration 0F: 3 clusters Score -459765.3 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -460461.875000 Penalty: 3930.339844
	Iteration 1F: 3 clusters Score -460461.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -460677.843750 Penalty: 3930.339844
	Iteration 2F: 3 clusters Score -460677.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -460885.875000 Penalty: 3930.339844
	Iteration 3F: 3 clusters Score -460885.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -461192.468750 Penalty: 3930.339844
	Iteration 4F: 3 clusters Score -461192.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -461731.031250 Penalty: 3930.339844
	Iteration 5F: 3 clusters Score -461731 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -462238.468750 Penalty: 3930.339844
	Iteration 6F: 3 clusters Score -462238.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -462531.718750 Penalty: 3930.339844
	Iteration 7F: 3 clusters Score -462531.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -462685.437500 Penalty: 3930.339844
	Iteration 8Q: 3 clusters Score -462685.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -462766.093750 Penalty: 3930.339844
	Iteration 9Q: 3 clusters Score -462766.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -462811.562500 Penalty: 3930.339844
	Iteration 10Q: 3 clusters Score -462811.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -462838.875000 Penalty: 3930.339844
	Iteration 11Q: 3 clusters Score -462838.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -462860.812500 Penalty: 3930.339844
	Iteration 12Q: 3 clusters Score -462860.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -462874.656250 Penalty: 3930.339844
	Iteration 13Q: 3 clusters Score -462874.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -462884.812500 Penalty: 3930.339844
	Iteration 14Q: 3 clusters Score -462884.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -462891.375000 Penalty: 3930.339844
	Iteration 15Q: 3 clusters Score -462891.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -462897.875000 Penalty: 3930.339844
	Iteration 16Q: 3 clusters Score -462897.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -462900.718750 Penalty: 3930.339844
	Iteration 17Q: 3 clusters Score -462900.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -462905.437500 Penalty: 3930.339844
	Iteration 18Q: 3 clusters Score -462905.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -462908.406250 Penalty: 3930.339844
	Iteration 19Q: 3 clusters Score -462908.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -462912.031250 Penalty: 3930.339844
	Iteration 20F: 3 clusters Score -462912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -462915.437500 Penalty: 3930.339844
	Iteration 21Q: 3 clusters Score -462915.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -462918.656250 Penalty: 3930.339844
	Iteration 22Q: 3 clusters Score -462918.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -462919.750000 Penalty: 3930.339844
	Iteration 23Q: 3 clusters Score -462919.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -462920.906250 Penalty: 3930.339844
	Iteration 24Q: 3 clusters Score -462920.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -462920.906250 Penalty: 3930.339844
	Iteration 25F: 3 clusters Score -462920.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46397 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44967 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 45383 members 
Mstep: Class 9 contains 1802 members 
Mstep: Class 10 contains 45384 members 
Mstep: Class 11 contains 41940 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46356 members 
Mstep: Class 14 contains 31105 members 
Mstep: Class 15 contains 45491 members 
Mstep: Class 16 contains 43867 members 
Mstep: Class 17 contains 43601 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 39038 members 
Mstep: Class 20 contains 45612 members 
Mstep: Class 21 contains 45747 members 
Mstep: Class 22 contains 961 members 
Entering Unmasked Estep 
Score: -111201680.000000 Penalty: 72750.632812
Splitting cluster 9 changes total score from -111202888.000000 to -111201680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (45384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Entering Unmasked Estep 
Score: -8432165.000000 Penalty: 2659.282959
	Iteration 0F: 2 clusters Score -8432165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -8404123.000000 Penalty: 5318.565918
	Iteration 0F: 3 clusters Score -8404123 nChanged 20894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -8415618.000000 Penalty: 5318.565918
	Iteration 1F: 3 clusters Score -8415618 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -8416130.000000 Penalty: 5318.565918
	Iteration 2Q: 3 clusters Score -8416130 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -8416671.000000 Penalty: 5318.565918
	Iteration 3Q: 3 clusters Score -8416671 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -8417230.000000 Penalty: 5318.565918
	Iteration 4Q: 3 clusters Score -8417230 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -8418004.000000 Penalty: 5318.565918
	Iteration 5Q: 3 clusters Score -8418004 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -8419238.000000 Penalty: 5318.565918
	Iteration 6Q: 3 clusters Score -8419238 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -8420801.000000 Penalty: 5318.565918
	Iteration 7F: 3 clusters Score -8420801 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -8423004.000000 Penalty: 5318.565918
	Iteration 8F: 3 clusters Score -8423004 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -8425306.000000 Penalty: 5318.565918
	Iteration 9F: 3 clusters Score -8425306 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -8427228.000000 Penalty: 5318.565918
	Iteration 10Q: 3 clusters Score -8427228 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -8428462.000000 Penalty: 5318.565918
	Iteration 11Q: 3 clusters Score -8428462 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -8429144.000000 Penalty: 5318.565918
	Iteration 12Q: 3 clusters Score -8429144 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -8429555.000000 Penalty: 5318.565918
	Iteration 13Q: 3 clusters Score -8429555 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41461 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -8429792.000000 Penalty: 5318.565918
	Iteration 14Q: 3 clusters Score -8429792 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -8429906.000000 Penalty: 5318.565918
	Iteration 15Q: 3 clusters Score -8429906 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -8430017.000000 Penalty: 5318.565918
	Iteration 16Q: 3 clusters Score -8430017 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42714 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -8430072.000000 Penalty: 5318.565918
	Iteration 17Q: 3 clusters Score -8430072 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -8430123.000000 Penalty: 5318.565918
	Iteration 18Q: 3 clusters Score -8430123 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -8430138.000000 Penalty: 5318.565918
	Iteration 19Q: 3 clusters Score -8430138 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -8430161.000000 Penalty: 5318.565918
	Iteration 20F: 3 clusters Score -8430161 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -8430162.000000 Penalty: 5318.565918
	Iteration 21Q: 3 clusters Score -8430162 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -8430187.000000 Penalty: 5318.565918
	Iteration 22Q: 3 clusters Score -8430187 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -8430166.000000 Penalty: 5318.565918
	Iteration 23Q: 3 clusters Score -8430166 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44305 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -8430165.000000 Penalty: 5318.565918
	Iteration 24Q: 3 clusters Score -8430165 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8430154.000000 Penalty: 5318.565918
	Iteration 25Q: 3 clusters Score -8430154 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -8430156.000000 Penalty: 5318.565918
	Iteration 26Q: 3 clusters Score -8430156 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -8430162.000000 Penalty: 5318.565918
	Iteration 27Q: 3 clusters Score -8430162 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44628 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -8430167.000000 Penalty: 5318.565918
	Iteration 28Q: 3 clusters Score -8430167 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44676 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -8430163.000000 Penalty: 5318.565918
	Iteration 29Q: 3 clusters Score -8430163 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44716 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8430150.000000 Penalty: 5318.565918
	Iteration 30Q: 3 clusters Score -8430150 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8430158.000000 Penalty: 5318.565918
	Iteration 31Q: 3 clusters Score -8430158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44778 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -8430160.000000 Penalty: 5318.565918
	Iteration 32Q: 3 clusters Score -8430160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44796 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -8430172.000000 Penalty: 5318.565918
	Iteration 33Q: 3 clusters Score -8430172 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44814 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8430162.000000 Penalty: 5318.565918
	Iteration 34Q: 3 clusters Score -8430162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8430175.000000 Penalty: 5318.565918
	Iteration 35Q: 3 clusters Score -8430175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44848 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -8430172.000000 Penalty: 5318.565918
	Iteration 36Q: 3 clusters Score -8430172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44860 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -8430181.000000 Penalty: 5318.565918
	Iteration 37Q: 3 clusters Score -8430181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -8430189.000000 Penalty: 5318.565918
	Iteration 38Q: 3 clusters Score -8430189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -8430188.000000 Penalty: 5318.565918
	Iteration 39Q: 3 clusters Score -8430188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44881 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8430178.000000 Penalty: 5318.565918
	Iteration 40F: 3 clusters Score -8430178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44888 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8430174.000000 Penalty: 5318.565918
	Iteration 41Q: 3 clusters Score -8430174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44895 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8430177.000000 Penalty: 5318.565918
	Iteration 42Q: 3 clusters Score -8430177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44902 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8430180.000000 Penalty: 5318.565918
	Iteration 43Q: 3 clusters Score -8430180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44903 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8430178.000000 Penalty: 5318.565918
	Iteration 44Q: 3 clusters Score -8430178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44904 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -8430178.000000 Penalty: 5318.565918
	Iteration 45Q: 3 clusters Score -8430178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44905 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8430183.000000 Penalty: 5318.565918
	Iteration 46Q: 3 clusters Score -8430183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8430184.000000 Penalty: 5318.565918
	Iteration 47Q: 3 clusters Score -8430184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8430184.000000 Penalty: 5318.565918
	Iteration 48F: 3 clusters Score -8430184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41940 members 
Entering Unmasked Estep 
Score: -7674941.500000 Penalty: 2639.710938
	Iteration 0F: 2 clusters Score -7674942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -7646626.000000 Penalty: 5279.421875
	Iteration 0F: 3 clusters Score -7646626 nChanged 19317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -7657739.500000 Penalty: 5279.421875
	Iteration 1F: 3 clusters Score -7657740 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -7658968.500000 Penalty: 5279.421875
	Iteration 2F: 3 clusters Score -7658968 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -7660737.500000 Penalty: 5279.421875
	Iteration 3F: 3 clusters Score -7660738 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -7662906.500000 Penalty: 5279.421875
	Iteration 4F: 3 clusters Score -7662906 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -7665594.000000 Penalty: 5279.421875
	Iteration 5F: 3 clusters Score -7665594 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -7668456.500000 Penalty: 5279.421875
	Iteration 6F: 3 clusters Score -7668456 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -7670480.000000 Penalty: 5279.421875
	Iteration 7F: 3 clusters Score -7670480 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -7671326.500000 Penalty: 5279.421875
	Iteration 8Q: 3 clusters Score -7671326 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -7671632.000000 Penalty: 5279.421875
	Iteration 9Q: 3 clusters Score -7671632 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -7671789.000000 Penalty: 5279.421875
	Iteration 10Q: 3 clusters Score -7671789 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -7671944.000000 Penalty: 5279.421875
	Iteration 11Q: 3 clusters Score -7671944 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -7672064.500000 Penalty: 5279.421875
	Iteration 12Q: 3 clusters Score -7672064 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -7672156.000000 Penalty: 5279.421875
	Iteration 13Q: 3 clusters Score -7672156 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -7672238.500000 Penalty: 5279.421875
	Iteration 14Q: 3 clusters Score -7672238 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -7672315.000000 Penalty: 5279.421875
	Iteration 15Q: 3 clusters Score -7672315 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -7672416.000000 Penalty: 5279.421875
	Iteration 16Q: 3 clusters Score -7672416 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -7672464.000000 Penalty: 5279.421875
	Iteration 17Q: 3 clusters Score -7672464 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -7672500.000000 Penalty: 5279.421875
	Iteration 18Q: 3 clusters Score -7672500 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -7672556.000000 Penalty: 5279.421875
	Iteration 19Q: 3 clusters Score -7672556 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -7672580.000000 Penalty: 5279.421875
	Iteration 20F: 3 clusters Score -7672580 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -7672656.500000 Penalty: 5279.421875
	Iteration 21Q: 3 clusters Score -7672656 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -7672691.500000 Penalty: 5279.421875
	Iteration 22Q: 3 clusters Score -7672692 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -7672725.000000 Penalty: 5279.421875
	Iteration 23Q: 3 clusters Score -7672725 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -7672765.000000 Penalty: 5279.421875
	Iteration 24Q: 3 clusters Score -7672765 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -7672772.000000 Penalty: 5279.421875
	Iteration 25Q: 3 clusters Score -7672772 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -7672798.500000 Penalty: 5279.421875
	Iteration 26Q: 3 clusters Score -7672798 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 37708 members 
Entering Unmasked Estep 
Score: -7672848.500000 Penalty: 5279.421875
	Iteration 27Q: 3 clusters Score -7672848 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -7672895.000000 Penalty: 5279.421875
	Iteration 28Q: 3 clusters Score -7672895 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 38053 members 
Entering Unmasked Estep 
Score: -7672931.500000 Penalty: 5279.421875
	Iteration 29Q: 3 clusters Score -7672932 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -7672957.000000 Penalty: 5279.421875
	Iteration 30Q: 3 clusters Score -7672957 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -7672973.000000 Penalty: 5279.421875
	Iteration 31Q: 3 clusters Score -7672973 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 38431 members 
Entering Unmasked Estep 
Score: -7673007.000000 Penalty: 5279.421875
	Iteration 32Q: 3 clusters Score -7673007 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -7673034.000000 Penalty: 5279.421875
	Iteration 33Q: 3 clusters Score -7673034 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -7673047.000000 Penalty: 5279.421875
	Iteration 34Q: 3 clusters Score -7673047 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -7673036.500000 Penalty: 5279.421875
	Iteration 35Q: 3 clusters Score -7673036 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -7673045.000000 Penalty: 5279.421875
	Iteration 36Q: 3 clusters Score -7673045 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -7673062.500000 Penalty: 5279.421875
	Iteration 37Q: 3 clusters Score -7673062 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -7673085.500000 Penalty: 5279.421875
	Iteration 38Q: 3 clusters Score -7673086 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -7673081.500000 Penalty: 5279.421875
	Iteration 39Q: 3 clusters Score -7673082 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 38989 members 
Entering Unmasked Estep 
Score: -7673087.000000 Penalty: 5279.421875
	Iteration 40F: 3 clusters Score -7673087 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -7673107.000000 Penalty: 5279.421875
	Iteration 41Q: 3 clusters Score -7673107 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 39062 members 
Entering Unmasked Estep 
Score: -7673114.000000 Penalty: 5279.421875
	Iteration 42Q: 3 clusters Score -7673114 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
Score: -7673116.500000 Penalty: 5279.421875
	Iteration 43Q: 3 clusters Score -7673116 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -7673100.500000 Penalty: 5279.421875
	Iteration 44Q: 3 clusters Score -7673100 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -7673105.000000 Penalty: 5279.421875
	Iteration 45Q: 3 clusters Score -7673105 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 39183 members 
Entering Unmasked Estep 
Score: -7673117.500000 Penalty: 5279.421875
	Iteration 46Q: 3 clusters Score -7673118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 39212 members 
Entering Unmasked Estep 
Score: -7673114.500000 Penalty: 5279.421875
	Iteration 47Q: 3 clusters Score -7673114 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 39243 members 
Entering Unmasked Estep 
Score: -7673130.500000 Penalty: 5279.421875
	Iteration 48Q: 3 clusters Score -7673130 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -7673151.000000 Penalty: 5279.421875
	Iteration 49Q: 3 clusters Score -7673151 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -7673146.500000 Penalty: 5279.421875
	Iteration 50Q: 3 clusters Score -7673146 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -7673157.500000 Penalty: 5279.421875
	Iteration 51Q: 3 clusters Score -7673158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -7673148.500000 Penalty: 5279.421875
	Iteration 52Q: 3 clusters Score -7673148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 39367 members 
Entering Unmasked Estep 
Score: -7673144.000000 Penalty: 5279.421875
	Iteration 53Q: 3 clusters Score -7673144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -7673148.500000 Penalty: 5279.421875
	Iteration 54Q: 3 clusters Score -7673148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 39388 members 
Entering Unmasked Estep 
Score: -7673142.500000 Penalty: 5279.421875
	Iteration 55Q: 3 clusters Score -7673142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -7673149.000000 Penalty: 5279.421875
	Iteration 56Q: 3 clusters Score -7673149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 39396 members 
Entering Unmasked Estep 
Score: -7673151.000000 Penalty: 5279.421875
	Iteration 57Q: 3 clusters Score -7673151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 39399 members 
Entering Unmasked Estep 
Score: -7673156.000000 Penalty: 5279.421875
	Iteration 58Q: 3 clusters Score -7673156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -7673143.000000 Penalty: 5279.421875
	Iteration 59Q: 3 clusters Score -7673143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -7673143.000000 Penalty: 5279.421875
	Iteration 60F: 3 clusters Score -7673143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -88868.484375 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -88868.48 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 395 members 
Entering Unmasked Estep 
Score: -87276.328125 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -87276.33 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -87833.039062 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -87833.04 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -88010.109375 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -88010.11 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -88158.828125 Penalty: 3292.729736
	Iteration 3F: 3 clusters Score -88158.83 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -88309.703125 Penalty: 3292.729736
	Iteration 4F: 3 clusters Score -88309.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -88482.710938 Penalty: 3292.729736
	Iteration 5Q: 3 clusters Score -88482.71 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -88614.375000 Penalty: 3292.729736
	Iteration 6Q: 3 clusters Score -88614.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -88687.273438 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -88687.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -88732.773438 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -88732.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -88747.960938 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -88747.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -88753.960938 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -88753.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -88765.367188 Penalty: 3292.729736
	Iteration 11Q: 3 clusters Score -88765.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -88771.085938 Penalty: 3292.729736
	Iteration 12F: 3 clusters Score -88771.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -88782.546875 Penalty: 3292.729736
	Iteration 13Q: 3 clusters Score -88782.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -88788.765625 Penalty: 3292.729736
	Iteration 14Q: 3 clusters Score -88788.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -88789.937500 Penalty: 3292.729736
	Iteration 15Q: 3 clusters Score -88789.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -88791.398438 Penalty: 3292.729736
	Iteration 16Q: 3 clusters Score -88791.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -88792.234375 Penalty: 3292.729736
	Iteration 17Q: 3 clusters Score -88792.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -88792.234375 Penalty: 3292.729736
	Iteration 18F: 3 clusters Score -88792.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (46356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46356 members 
Entering Unmasked Estep 
Score: -8515232.000000 Penalty: 2664.538330
	Iteration 0F: 2 clusters Score -8515232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -8487302.000000 Penalty: 5329.076660
	Iteration 0F: 3 clusters Score -8487302 nChanged 21576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -8499209.000000 Penalty: 5329.076660
	Iteration 1F: 3 clusters Score -8499209 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -8499726.000000 Penalty: 5329.076660
	Iteration 2Q: 3 clusters Score -8499726 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -8500225.000000 Penalty: 5329.076660
	Iteration 3Q: 3 clusters Score -8500225 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -8500764.000000 Penalty: 5329.076660
	Iteration 4Q: 3 clusters Score -8500764 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -8501332.000000 Penalty: 5329.076660
	Iteration 5Q: 3 clusters Score -8501332 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -8502026.000000 Penalty: 5329.076660
	Iteration 6Q: 3 clusters Score -8502026 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -8502873.000000 Penalty: 5329.076660
	Iteration 7Q: 3 clusters Score -8502873 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -8504056.000000 Penalty: 5329.076660
	Iteration 8F: 3 clusters Score -8504056 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -8505793.000000 Penalty: 5329.076660
	Iteration 9F: 3 clusters Score -8505793 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -8508040.000000 Penalty: 5329.076660
	Iteration 10F: 3 clusters Score -8508040 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -8510333.000000 Penalty: 5329.076660
	Iteration 11F: 3 clusters Score -8510333 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -8511982.000000 Penalty: 5329.076660
	Iteration 12Q: 3 clusters Score -8511982 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34812 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -8512797.000000 Penalty: 5329.076660
	Iteration 13Q: 3 clusters Score -8512797 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -8513372.000000 Penalty: 5329.076660
	Iteration 14Q: 3 clusters Score -8513372 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -8513796.000000 Penalty: 5329.076660
	Iteration 15Q: 3 clusters Score -8513796 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -8514159.000000 Penalty: 5329.076660
	Iteration 16Q: 3 clusters Score -8514159 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -8514425.000000 Penalty: 5329.076660
	Iteration 17Q: 3 clusters Score -8514425 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -8514663.000000 Penalty: 5329.076660
	Iteration 18Q: 3 clusters Score -8514663 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -8514800.000000 Penalty: 5329.076660
	Iteration 19Q: 3 clusters Score -8514800 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -8514898.000000 Penalty: 5329.076660
	Iteration 20F: 3 clusters Score -8514898 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -8515019.000000 Penalty: 5329.076660
	Iteration 21Q: 3 clusters Score -8515019 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -8515109.000000 Penalty: 5329.076660
	Iteration 22Q: 3 clusters Score -8515109 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -8515158.000000 Penalty: 5329.076660
	Iteration 23Q: 3 clusters Score -8515158 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -8515154.000000 Penalty: 5329.076660
	Iteration 24Q: 3 clusters Score -8515154 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43168 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -8515051.000000 Penalty: 5329.076660
	Iteration 25Q: 3 clusters Score -8515051 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43588 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -8514993.000000 Penalty: 5329.076660
	Iteration 26Q: 3 clusters Score -8514993 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43957 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -8514832.000000 Penalty: 5329.076660
	Iteration 27Q: 3 clusters Score -8514832 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44262 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -8514703.000000 Penalty: 5329.076660
	Iteration 28Q: 3 clusters Score -8514703 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -8514571.000000 Penalty: 5329.076660
	Iteration 29Q: 3 clusters Score -8514571 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -8514474.000000 Penalty: 5329.076660
	Iteration 30Q: 3 clusters Score -8514474 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44886 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -8514401.000000 Penalty: 5329.076660
	Iteration 31Q: 3 clusters Score -8514401 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45012 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -8514340.000000 Penalty: 5329.076660
	Iteration 32Q: 3 clusters Score -8514340 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45113 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -8514275.000000 Penalty: 5329.076660
	Iteration 33Q: 3 clusters Score -8514275 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45198 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -8514195.000000 Penalty: 5329.076660
	Iteration 34Q: 3 clusters Score -8514195 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45267 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8514162.000000 Penalty: 5329.076660
	Iteration 35Q: 3 clusters Score -8514162 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -8514116.000000 Penalty: 5329.076660
	Iteration 36Q: 3 clusters Score -8514116 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45380 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -8514091.000000 Penalty: 5329.076660
	Iteration 37Q: 3 clusters Score -8514091 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -8514041.000000 Penalty: 5329.076660
	Iteration 38Q: 3 clusters Score -8514041 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8514030.000000 Penalty: 5329.076660
	Iteration 39Q: 3 clusters Score -8514030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8514024.000000 Penalty: 5329.076660
	Iteration 40F: 3 clusters Score -8514024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -8514017.000000 Penalty: 5329.076660
	Iteration 41Q: 3 clusters Score -8514017 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45542 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -8513997.000000 Penalty: 5329.076660
	Iteration 42Q: 3 clusters Score -8513997 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45565 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -8513966.000000 Penalty: 5329.076660
	Iteration 43Q: 3 clusters Score -8513966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45578 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -8513961.000000 Penalty: 5329.076660
	Iteration 44Q: 3 clusters Score -8513961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -8513964.000000 Penalty: 5329.076660
	Iteration 45Q: 3 clusters Score -8513964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45592 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8513958.000000 Penalty: 5329.076660
	Iteration 46Q: 3 clusters Score -8513958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45594 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -8513951.000000 Penalty: 5329.076660
	Iteration 47Q: 3 clusters Score -8513951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -8513947.000000 Penalty: 5329.076660
	Iteration 48Q: 3 clusters Score -8513947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8513941.000000 Penalty: 5329.076660
	Iteration 49Q: 3 clusters Score -8513941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45605 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8513939.000000 Penalty: 5329.076660
	Iteration 50Q: 3 clusters Score -8513939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45609 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -8513951.000000 Penalty: 5329.076660
	Iteration 51Q: 3 clusters Score -8513951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -8513948.000000 Penalty: 5329.076660
	Iteration 52Q: 3 clusters Score -8513948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8513948.000000 Penalty: 5329.076660
	Iteration 53Q: 3 clusters Score -8513948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8513948.000000 Penalty: 5329.076660
	Iteration 54F: 3 clusters Score -8513948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (31105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Entering Unmasked Estep 
Score: -5529220.000000 Penalty: 2565.590820
	Iteration 0F: 2 clusters Score -5529220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -5508068.000000 Penalty: 5131.181641
	Iteration 0F: 3 clusters Score -5508068 nChanged 13974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -5515500.500000 Penalty: 5131.181641
	Iteration 1F: 3 clusters Score -5515500 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -5515907.500000 Penalty: 5131.181641
	Iteration 2Q: 3 clusters Score -5515908 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -5516283.500000 Penalty: 5131.181641
	Iteration 3Q: 3 clusters Score -5516284 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -5516657.000000 Penalty: 5131.181641
	Iteration 4Q: 3 clusters Score -5516657 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -5516999.500000 Penalty: 5131.181641
	Iteration 5Q: 3 clusters Score -5517000 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -5517392.000000 Penalty: 5131.181641
	Iteration 6Q: 3 clusters Score -5517392 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -5517731.000000 Penalty: 5131.181641
	Iteration 7Q: 3 clusters Score -5517731 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -5518061.500000 Penalty: 5131.181641
	Iteration 8Q: 3 clusters Score -5518062 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -5518337.000000 Penalty: 5131.181641
	Iteration 9Q: 3 clusters Score -5518337 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -5518633.500000 Penalty: 5131.181641
	Iteration 10Q: 3 clusters Score -5518634 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -5518922.000000 Penalty: 5131.181641
	Iteration 11Q: 3 clusters Score -5518922 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -5519209.500000 Penalty: 5131.181641
	Iteration 12Q: 3 clusters Score -5519210 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -5519623.500000 Penalty: 5131.181641
	Iteration 13Q: 3 clusters Score -5519624 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -5520083.000000 Penalty: 5131.181641
	Iteration 14Q: 3 clusters Score -5520083 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -5520722.500000 Penalty: 5131.181641
	Iteration 15Q: 3 clusters Score -5520722 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -5521536.500000 Penalty: 5131.181641
	Iteration 16Q: 3 clusters Score -5521536 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -5522445.000000 Penalty: 5131.181641
	Iteration 17Q: 3 clusters Score -5522445 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -5523495.500000 Penalty: 5131.181641
	Iteration 18Q: 3 clusters Score -5523496 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -5524469.500000 Penalty: 5131.181641
	Iteration 19Q: 3 clusters Score -5524470 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -5525246.500000 Penalty: 5131.181641
	Iteration 20F: 3 clusters Score -5525246 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -5525829.500000 Penalty: 5131.181641
	Iteration 21Q: 3 clusters Score -5525830 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -5526225.500000 Penalty: 5131.181641
	Iteration 22Q: 3 clusters Score -5526226 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -5526494.000000 Penalty: 5131.181641
	Iteration 23Q: 3 clusters Score -5526494 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -5526667.500000 Penalty: 5131.181641
	Iteration 24Q: 3 clusters Score -5526668 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -5526788.000000 Penalty: 5131.181641
	Iteration 25Q: 3 clusters Score -5526788 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -5526865.500000 Penalty: 5131.181641
	Iteration 26Q: 3 clusters Score -5526866 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -5526920.000000 Penalty: 5131.181641
	Iteration 27Q: 3 clusters Score -5526920 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -5526976.500000 Penalty: 5131.181641
	Iteration 28Q: 3 clusters Score -5526976 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -5527004.000000 Penalty: 5131.181641
	Iteration 29Q: 3 clusters Score -5527004 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -5527022.500000 Penalty: 5131.181641
	Iteration 30Q: 3 clusters Score -5527022 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -5527038.000000 Penalty: 5131.181641
	Iteration 31Q: 3 clusters Score -5527038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -5527046.500000 Penalty: 5131.181641
	Iteration 32Q: 3 clusters Score -5527046 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -5527057.500000 Penalty: 5131.181641
	Iteration 33Q: 3 clusters Score -5527058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -5527079.000000 Penalty: 5131.181641
	Iteration 34Q: 3 clusters Score -5527079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 30445 members 
Entering Unmasked Estep 
Score: -5527091.500000 Penalty: 5131.181641
	Iteration 35Q: 3 clusters Score -5527092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -5527101.500000 Penalty: 5131.181641
	Iteration 36Q: 3 clusters Score -5527102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -5527117.000000 Penalty: 5131.181641
	Iteration 37Q: 3 clusters Score -5527117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -5527117.000000 Penalty: 5131.181641
	Iteration 38Q: 3 clusters Score -5527117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -5527124.500000 Penalty: 5131.181641
	Iteration 39Q: 3 clusters Score -5527124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -5527126.000000 Penalty: 5131.181641
	Iteration 40F: 3 clusters Score -5527126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 30485 members 
Entering Unmasked Estep 
Score: -5527135.000000 Penalty: 5131.181641
	Iteration 41Q: 3 clusters Score -5527135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -5527148.500000 Penalty: 5131.181641
	Iteration 42Q: 3 clusters Score -5527148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -5527153.000000 Penalty: 5131.181641
	Iteration 43Q: 3 clusters Score -5527153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -5527163.500000 Penalty: 5131.181641
	Iteration 44Q: 3 clusters Score -5527164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -5527164.500000 Penalty: 5131.181641
	Iteration 45Q: 3 clusters Score -5527164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -5527166.500000 Penalty: 5131.181641
	Iteration 46Q: 3 clusters Score -5527166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -5527166.500000 Penalty: 5131.181641
	Iteration 47Q: 3 clusters Score -5527166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -5527167.500000 Penalty: 5131.181641
	Iteration 48Q: 3 clusters Score -5527168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 30505 members 
Entering Unmasked Estep 
Score: -5527174.500000 Penalty: 5131.181641
	Iteration 49Q: 3 clusters Score -5527174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -5527172.500000 Penalty: 5131.181641
	Iteration 50Q: 3 clusters Score -5527172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 30507 members 
Entering Unmasked Estep 
Score: -5527167.000000 Penalty: 5131.181641
	Iteration 51Q: 3 clusters Score -5527167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
Score: -5527169.500000 Penalty: 5131.181641
	Iteration 52Q: 3 clusters Score -5527170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 30508 members 
Entering Unmasked Estep 
Score: -5527169.500000 Penalty: 5131.181641
	Iteration 53F: 3 clusters Score -5527170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (45491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45491 members 
Entering Unmasked Estep 
Score: -8290033.000000 Penalty: 2659.866699
	Iteration 0F: 2 clusters Score -8290033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -8260337.000000 Penalty: 5319.733398
	Iteration 0F: 3 clusters Score -8260337 nChanged 20865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -8271842.000000 Penalty: 5319.733398
	Iteration 1F: 3 clusters Score -8271842 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -8272609.500000 Penalty: 5319.733398
	Iteration 2Q: 3 clusters Score -8272610 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -8273455.000000 Penalty: 5319.733398
	Iteration 3Q: 3 clusters Score -8273455 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -8274536.000000 Penalty: 5319.733398
	Iteration 4Q: 3 clusters Score -8274536 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 28443 members 
Entering Unmasked Estep 
Score: -8275945.000000 Penalty: 5319.733398
	Iteration 5Q: 3 clusters Score -8275945 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -8277449.000000 Penalty: 5319.733398
	Iteration 6F: 3 clusters Score -8277449 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -8279206.500000 Penalty: 5319.733398
	Iteration 7F: 3 clusters Score -8279206 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -8280874.500000 Penalty: 5319.733398
	Iteration 8F: 3 clusters Score -8280874 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -8282503.000000 Penalty: 5319.733398
	Iteration 9F: 3 clusters Score -8282503 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -8283887.500000 Penalty: 5319.733398
	Iteration 10Q: 3 clusters Score -8283888 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -8285001.500000 Penalty: 5319.733398
	Iteration 11Q: 3 clusters Score -8285002 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 41072 members 
Entering Unmasked Estep 
Score: -8285878.000000 Penalty: 5319.733398
	Iteration 12Q: 3 clusters Score -8285878 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 42091 members 
Entering Unmasked Estep 
Score: -8286491.500000 Penalty: 5319.733398
	Iteration 13Q: 3 clusters Score -8286492 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -8286946.500000 Penalty: 5319.733398
	Iteration 14Q: 3 clusters Score -8286946 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 43414 members 
Entering Unmasked Estep 
Score: -8287235.500000 Penalty: 5319.733398
	Iteration 15Q: 3 clusters Score -8287236 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 43798 members 
Entering Unmasked Estep 
Score: -8287436.000000 Penalty: 5319.733398
	Iteration 16Q: 3 clusters Score -8287436 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -8287513.000000 Penalty: 5319.733398
	Iteration 17Q: 3 clusters Score -8287513 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
Score: -8287606.000000 Penalty: 5319.733398
	Iteration 18Q: 3 clusters Score -8287606 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 44374 members 
Entering Unmasked Estep 
Score: -8287652.000000 Penalty: 5319.733398
	Iteration 19Q: 3 clusters Score -8287652 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 44469 members 
Entering Unmasked Estep 
Score: -8287683.000000 Penalty: 5319.733398
	Iteration 20F: 3 clusters Score -8287683 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -8287737.500000 Penalty: 5319.733398
	Iteration 21Q: 3 clusters Score -8287738 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 44595 members 
Entering Unmasked Estep 
Score: -8287781.500000 Penalty: 5319.733398
	Iteration 22Q: 3 clusters Score -8287782 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -8287802.500000 Penalty: 5319.733398
	Iteration 23Q: 3 clusters Score -8287802 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 44668 members 
Entering Unmasked Estep 
Score: -8287820.500000 Penalty: 5319.733398
	Iteration 24Q: 3 clusters Score -8287820 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 44697 members 
Entering Unmasked Estep 
Score: -8287854.500000 Penalty: 5319.733398
	Iteration 25Q: 3 clusters Score -8287854 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -8287864.000000 Penalty: 5319.733398
	Iteration 26Q: 3 clusters Score -8287864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 44732 members 
Entering Unmasked Estep 
Score: -8287865.500000 Penalty: 5319.733398
	Iteration 27Q: 3 clusters Score -8287866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
Score: -8287872.000000 Penalty: 5319.733398
	Iteration 28Q: 3 clusters Score -8287872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -8287876.000000 Penalty: 5319.733398
	Iteration 29Q: 3 clusters Score -8287876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 44774 members 
Entering Unmasked Estep 
Score: -8287884.000000 Penalty: 5319.733398
	Iteration 30Q: 3 clusters Score -8287884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -8287894.500000 Penalty: 5319.733398
	Iteration 31Q: 3 clusters Score -8287894 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 44795 members 
Entering Unmasked Estep 
Score: -8287907.500000 Penalty: 5319.733398
	Iteration 32Q: 3 clusters Score -8287908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 44811 members 
Entering Unmasked Estep 
Score: -8287913.500000 Penalty: 5319.733398
	Iteration 33Q: 3 clusters Score -8287914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 44820 members 
Entering Unmasked Estep 
Score: -8287917.000000 Penalty: 5319.733398
	Iteration 34Q: 3 clusters Score -8287917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 44826 members 
Entering Unmasked Estep 
Score: -8287919.500000 Penalty: 5319.733398
	Iteration 35Q: 3 clusters Score -8287920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 44828 members 
Entering Unmasked Estep 
Score: -8287928.000000 Penalty: 5319.733398
	Iteration 36Q: 3 clusters Score -8287928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 44833 members 
Entering Unmasked Estep 
Score: -8287924.500000 Penalty: 5319.733398
	Iteration 37Q: 3 clusters Score -8287924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 44834 members 
Entering Unmasked Estep 
Score: -8287929.000000 Penalty: 5319.733398
	Iteration 38Q: 3 clusters Score -8287929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 44837 members 
Entering Unmasked Estep 
Score: -8287933.000000 Penalty: 5319.733398
	Iteration 39Q: 3 clusters Score -8287933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 44839 members 
Entering Unmasked Estep 
Score: -8287935.000000 Penalty: 5319.733398
	Iteration 40F: 3 clusters Score -8287935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 44842 members 
Entering Unmasked Estep 
Score: -8287940.500000 Penalty: 5319.733398
	Iteration 41Q: 3 clusters Score -8287940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 44844 members 
Entering Unmasked Estep 
Score: -8287943.500000 Penalty: 5319.733398
	Iteration 42Q: 3 clusters Score -8287944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 44844 members 
Entering Unmasked Estep 
Score: -8287947.000000 Penalty: 5319.733398
	Iteration 43Q: 3 clusters Score -8287947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 44841 members 
Entering Unmasked Estep 
Score: -8287944.000000 Penalty: 5319.733398
	Iteration 44Q: 3 clusters Score -8287944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 44841 members 
Entering Unmasked Estep 
Score: -8287947.000000 Penalty: 5319.733398
	Iteration 45Q: 3 clusters Score -8287947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 44844 members 
Entering Unmasked Estep 
Score: -8287951.500000 Penalty: 5319.733398
	Iteration 46Q: 3 clusters Score -8287952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 44847 members 
Entering Unmasked Estep 
Score: -8287943.000000 Penalty: 5319.733398
	Iteration 47Q: 3 clusters Score -8287943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -8287940.500000 Penalty: 5319.733398
	Iteration 48Q: 3 clusters Score -8287940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 44851 members 
Entering Unmasked Estep 
Score: -8287947.000000 Penalty: 5319.733398
	Iteration 49Q: 3 clusters Score -8287947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 44851 members 
Entering Unmasked Estep 
Score: -8287947.000000 Penalty: 5319.733398
	Iteration 50F: 3 clusters Score -8287947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (43867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43867 members 
Entering Unmasked Estep 
Score: -7999649.000000 Penalty: 2650.851562
	Iteration 0F: 2 clusters Score -7999649 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -7970508.000000 Penalty: 5301.703125
	Iteration 0F: 3 clusters Score -7970508 nChanged 20066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -7981542.000000 Penalty: 5301.703125
	Iteration 1F: 3 clusters Score -7981542 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -7982012.000000 Penalty: 5301.703125
	Iteration 2Q: 3 clusters Score -7982012 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -7982427.000000 Penalty: 5301.703125
	Iteration 3Q: 3 clusters Score -7982427 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -7982875.500000 Penalty: 5301.703125
	Iteration 4Q: 3 clusters Score -7982876 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -7983677.500000 Penalty: 5301.703125
	Iteration 5Q: 3 clusters Score -7983678 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -7984733.500000 Penalty: 5301.703125
	Iteration 6Q: 3 clusters Score -7984734 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -7986139.000000 Penalty: 5301.703125
	Iteration 7F: 3 clusters Score -7986139 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -7988297.500000 Penalty: 5301.703125
	Iteration 8F: 3 clusters Score -7988298 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -7991013.500000 Penalty: 5301.703125
	Iteration 9F: 3 clusters Score -7991014 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -7993814.000000 Penalty: 5301.703125
	Iteration 10F: 3 clusters Score -7993814 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -7995787.500000 Penalty: 5301.703125
	Iteration 11F: 3 clusters Score -7995788 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -7996709.000000 Penalty: 5301.703125
	Iteration 12Q: 3 clusters Score -7996709 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33939 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -7997106.500000 Penalty: 5301.703125
	Iteration 13Q: 3 clusters Score -7997106 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -7997402.000000 Penalty: 5301.703125
	Iteration 14Q: 3 clusters Score -7997402 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -7997508.500000 Penalty: 5301.703125
	Iteration 15Q: 3 clusters Score -7997508 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -7997602.500000 Penalty: 5301.703125
	Iteration 16Q: 3 clusters Score -7997602 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -7997661.000000 Penalty: 5301.703125
	Iteration 17Q: 3 clusters Score -7997661 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -7997699.000000 Penalty: 5301.703125
	Iteration 18Q: 3 clusters Score -7997699 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -7997728.000000 Penalty: 5301.703125
	Iteration 19Q: 3 clusters Score -7997728 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -7997765.000000 Penalty: 5301.703125
	Iteration 20F: 3 clusters Score -7997765 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -7997782.500000 Penalty: 5301.703125
	Iteration 21Q: 3 clusters Score -7997782 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -7997790.000000 Penalty: 5301.703125
	Iteration 22Q: 3 clusters Score -7997790 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35312 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -7997814.000000 Penalty: 5301.703125
	Iteration 23Q: 3 clusters Score -7997814 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -7997820.500000 Penalty: 5301.703125
	Iteration 24Q: 3 clusters Score -7997820 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -7997854.000000 Penalty: 5301.703125
	Iteration 25Q: 3 clusters Score -7997854 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -7997864.500000 Penalty: 5301.703125
	Iteration 26Q: 3 clusters Score -7997864 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -7997882.500000 Penalty: 5301.703125
	Iteration 27Q: 3 clusters Score -7997882 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35588 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -7997882.500000 Penalty: 5301.703125
	Iteration 28Q: 3 clusters Score -7997882 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -7997887.000000 Penalty: 5301.703125
	Iteration 29Q: 3 clusters Score -7997887 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -7997901.500000 Penalty: 5301.703125
	Iteration 30Q: 3 clusters Score -7997902 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -7997899.000000 Penalty: 5301.703125
	Iteration 31Q: 3 clusters Score -7997899 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -7997899.500000 Penalty: 5301.703125
	Iteration 32Q: 3 clusters Score -7997900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -7997901.000000 Penalty: 5301.703125
	Iteration 33Q: 3 clusters Score -7997901 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -7997895.500000 Penalty: 5301.703125
	Iteration 34Q: 3 clusters Score -7997896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -7997899.500000 Penalty: 5301.703125
	Iteration 35Q: 3 clusters Score -7997900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35774 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -7997902.000000 Penalty: 5301.703125
	Iteration 36Q: 3 clusters Score -7997902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -7997908.000000 Penalty: 5301.703125
	Iteration 37Q: 3 clusters Score -7997908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -7997914.000000 Penalty: 5301.703125
	Iteration 38Q: 3 clusters Score -7997914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35826 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -7997919.500000 Penalty: 5301.703125
	Iteration 39Q: 3 clusters Score -7997920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -7997936.000000 Penalty: 5301.703125
	Iteration 40F: 3 clusters Score -7997936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -7997936.500000 Penalty: 5301.703125
	Iteration 41Q: 3 clusters Score -7997936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -7997935.500000 Penalty: 5301.703125
	Iteration 42Q: 3 clusters Score -7997936 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -7997939.000000 Penalty: 5301.703125
	Iteration 43Q: 3 clusters Score -7997939 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -7997944.000000 Penalty: 5301.703125
	Iteration 44Q: 3 clusters Score -7997944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -7997945.500000 Penalty: 5301.703125
	Iteration 45Q: 3 clusters Score -7997946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -7997947.000000 Penalty: 5301.703125
	Iteration 46Q: 3 clusters Score -7997947 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -7997950.000000 Penalty: 5301.703125
	Iteration 47Q: 3 clusters Score -7997950 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -7997954.000000 Penalty: 5301.703125
	Iteration 48Q: 3 clusters Score -7997954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -7997951.500000 Penalty: 5301.703125
	Iteration 49Q: 3 clusters Score -7997952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36057 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -7997955.500000 Penalty: 5301.703125
	Iteration 50Q: 3 clusters Score -7997956 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -7997959.000000 Penalty: 5301.703125
	Iteration 51Q: 3 clusters Score -7997959 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -7997961.000000 Penalty: 5301.703125
	Iteration 52Q: 3 clusters Score -7997961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36109 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -7997966.000000 Penalty: 5301.703125
	Iteration 53Q: 3 clusters Score -7997966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -7997959.500000 Penalty: 5301.703125
	Iteration 54Q: 3 clusters Score -7997960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -7997955.500000 Penalty: 5301.703125
	Iteration 55Q: 3 clusters Score -7997956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -7997959.500000 Penalty: 5301.703125
	Iteration 56Q: 3 clusters Score -7997960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -7997965.500000 Penalty: 5301.703125
	Iteration 57Q: 3 clusters Score -7997966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -7997964.500000 Penalty: 5301.703125
	Iteration 58Q: 3 clusters Score -7997964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -7997963.500000 Penalty: 5301.703125
	Iteration 59Q: 3 clusters Score -7997964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -7997962.500000 Penalty: 5301.703125
	Iteration 60F: 3 clusters Score -7997962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36187 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -7997960.000000 Penalty: 5301.703125
	Iteration 61Q: 3 clusters Score -7997960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -7997968.000000 Penalty: 5301.703125
	Iteration 62Q: 3 clusters Score -7997968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -7997963.000000 Penalty: 5301.703125
	Iteration 63Q: 3 clusters Score -7997963 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -7997966.000000 Penalty: 5301.703125
	Iteration 64Q: 3 clusters Score -7997966 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -7997972.500000 Penalty: 5301.703125
	Iteration 65Q: 3 clusters Score -7997972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -7997967.500000 Penalty: 5301.703125
	Iteration 66Q: 3 clusters Score -7997968 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -7997982.500000 Penalty: 5301.703125
	Iteration 67Q: 3 clusters Score -7997982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -7997975.500000 Penalty: 5301.703125
	Iteration 68Q: 3 clusters Score -7997976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -7997990.500000 Penalty: 5301.703125
	Iteration 69Q: 3 clusters Score -7997990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36364 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -7997978.500000 Penalty: 5301.703125
	Iteration 70Q: 3 clusters Score -7997978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -7997985.000000 Penalty: 5301.703125
	Iteration 71Q: 3 clusters Score -7997985 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -7997985.500000 Penalty: 5301.703125
	Iteration 72Q: 3 clusters Score -7997986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -7997992.500000 Penalty: 5301.703125
	Iteration 73Q: 3 clusters Score -7997992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -7997988.500000 Penalty: 5301.703125
	Iteration 74Q: 3 clusters Score -7997988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36437 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -7997989.000000 Penalty: 5301.703125
	Iteration 75Q: 3 clusters Score -7997989 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -7997992.500000 Penalty: 5301.703125
	Iteration 76Q: 3 clusters Score -7997992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -7997995.500000 Penalty: 5301.703125
	Iteration 77Q: 3 clusters Score -7997996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -7998002.000000 Penalty: 5301.703125
	Iteration 78Q: 3 clusters Score -7998002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -7998001.000000 Penalty: 5301.703125
	Iteration 79Q: 3 clusters Score -7998001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -7998002.000000 Penalty: 5301.703125
	Iteration 80F: 3 clusters Score -7998002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -7998003.500000 Penalty: 5301.703125
	Iteration 81Q: 3 clusters Score -7998004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -7998003.500000 Penalty: 5301.703125
	Iteration 82Q: 3 clusters Score -7998004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36507 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -7998006.500000 Penalty: 5301.703125
	Iteration 83Q: 3 clusters Score -7998006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36516 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -7998012.500000 Penalty: 5301.703125
	Iteration 84Q: 3 clusters Score -7998012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36525 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -7998002.500000 Penalty: 5301.703125
	Iteration 85Q: 3 clusters Score -7998002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36533 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -7998000.000000 Penalty: 5301.703125
	Iteration 86Q: 3 clusters Score -7998000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -7998004.500000 Penalty: 5301.703125
	Iteration 87Q: 3 clusters Score -7998004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36546 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -7997998.000000 Penalty: 5301.703125
	Iteration 88Q: 3 clusters Score -7997998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36551 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -7997999.000000 Penalty: 5301.703125
	Iteration 89Q: 3 clusters Score -7997999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -7998016.500000 Penalty: 5301.703125
	Iteration 90Q: 3 clusters Score -7998016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -7998017.000000 Penalty: 5301.703125
	Iteration 91Q: 3 clusters Score -7998017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7998024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7998018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7998024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7998030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7998025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7998026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7998022 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7998028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7998028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7998022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36615 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7998024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7998024 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7998016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7998019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -7998017.500000 Penalty: 5301.703125
	Iteration 106Q: 3 clusters Score -7998018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7998018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7998018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7998020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36647 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7998016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36653 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7998027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -7998035.500000 Penalty: 5301.703125
	Iteration 112Q: 3 clusters Score -7998036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7998030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36665 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7998030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7998028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36678 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -7998022.000000 Penalty: 5301.703125
	Iteration 116Q: 3 clusters Score -7998022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7998030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36691 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7998042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7998045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -7998041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -7998040.000000 Penalty: 5301.703125
	Iteration 121Q: 3 clusters Score -7998040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7998040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7998042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7998049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7998050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7998045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7998044 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7998050 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7998044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7998052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -7998054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -7998039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -7998040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -7998038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -7998049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -7998040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -7998044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -7998038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -7998041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36925 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -7998039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -7998060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -7998052.000000 Penalty: 5301.703125
	Iteration 142Q: 3 clusters Score -7998052 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -7998060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36969 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -7998055.500000 Penalty: 5301.703125
	Iteration 144Q: 3 clusters Score -7998056 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -7998070 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -7998069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -7998060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -7998062.000000 Penalty: 5301.703125
	Iteration 148Q: 3 clusters Score -7998062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -7998060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37002 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -7998064.000000 Penalty: 5301.703125
	Iteration 150Q: 3 clusters Score -7998064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -7998062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -7998060 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
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	Iteration 153F: 3 clusters Score -7998060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43601 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -7970886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21752 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -7941995 nChanged 19925
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -7953201 nChanged 2128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -7954048 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -7954992 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
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	Iteration 4F: 3 clusters Score -7956134 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -7957794 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 29285 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -7959946 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 31731 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -7962486 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -7965129.000000 Penalty: 5298.686523
	Iteration 8F: 3 clusters Score -7965129 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -7967262.000000 Penalty: 5298.686523
	Iteration 9Q: 3 clusters Score -7967262 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -7968162 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 37026 members 
Entering Unmasked Estep 
Score: -7968558.500000 Penalty: 5298.686523
	Iteration 11Q: 3 clusters Score -7968558 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 37499 members 
Entering Unmasked Estep 
Score: -7968750.000000 Penalty: 5298.686523
	Iteration 12Q: 3 clusters Score -7968750 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -7968931.000000 Penalty: 5298.686523
	Iteration 13Q: 3 clusters Score -7968931 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -7969022.500000 Penalty: 5298.686523
	Iteration 14Q: 3 clusters Score -7969022 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 38529 members 
Entering Unmasked Estep 
Score: -7969108.500000 Penalty: 5298.686523
	Iteration 15Q: 3 clusters Score -7969108 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -7969179.000000 Penalty: 5298.686523
	Iteration 16Q: 3 clusters Score -7969179 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -7969231.000000 Penalty: 5298.686523
	Iteration 17Q: 3 clusters Score -7969231 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -7969253.500000 Penalty: 5298.686523
	Iteration 18Q: 3 clusters Score -7969254 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -7969322.000000 Penalty: 5298.686523
	Iteration 19Q: 3 clusters Score -7969322 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -7969359.500000 Penalty: 5298.686523
	Iteration 20F: 3 clusters Score -7969360 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 39761 members 
Entering Unmasked Estep 
Score: -7969388.500000 Penalty: 5298.686523
	Iteration 21Q: 3 clusters Score -7969388 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 39938 members 
Entering Unmasked Estep 
Score: -7969417.500000 Penalty: 5298.686523
	Iteration 22Q: 3 clusters Score -7969418 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 40079 members 
Entering Unmasked Estep 
Score: -7969460.000000 Penalty: 5298.686523
	Iteration 23Q: 3 clusters Score -7969460 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 40208 members 
Entering Unmasked Estep 
Score: -7969507.000000 Penalty: 5298.686523
	Iteration 24Q: 3 clusters Score -7969507 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 40329 members 
Entering Unmasked Estep 
Score: -7969525.000000 Penalty: 5298.686523
	Iteration 25Q: 3 clusters Score -7969525 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -7969545.500000 Penalty: 5298.686523
	Iteration 26Q: 3 clusters Score -7969546 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -7969566.500000 Penalty: 5298.686523
	Iteration 27Q: 3 clusters Score -7969566 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 40619 members 
Entering Unmasked Estep 
Score: -7969609.500000 Penalty: 5298.686523
	Iteration 28Q: 3 clusters Score -7969610 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 40694 members 
Entering Unmasked Estep 
Score: -7969615.000000 Penalty: 5298.686523
	Iteration 29Q: 3 clusters Score -7969615 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 40754 members 
Entering Unmasked Estep 
Score: -7969632.500000 Penalty: 5298.686523
	Iteration 30Q: 3 clusters Score -7969632 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -7969624.000000 Penalty: 5298.686523
	Iteration 31Q: 3 clusters Score -7969624 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 40840 members 
Entering Unmasked Estep 
Score: -7969625.000000 Penalty: 5298.686523
	Iteration 32Q: 3 clusters Score -7969625 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 40883 members 
Entering Unmasked Estep 
Score: -7969627.000000 Penalty: 5298.686523
	Iteration 33Q: 3 clusters Score -7969627 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -7969619.500000 Penalty: 5298.686523
	Iteration 34Q: 3 clusters Score -7969620 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 40957 members 
Entering Unmasked Estep 
Score: -7969644.500000 Penalty: 5298.686523
	Iteration 35Q: 3 clusters Score -7969644 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 41006 members 
Entering Unmasked Estep 
Score: -7969631.500000 Penalty: 5298.686523
	Iteration 36Q: 3 clusters Score -7969632 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 41055 members 
Entering Unmasked Estep 
Score: -7969627.000000 Penalty: 5298.686523
	Iteration 37Q: 3 clusters Score -7969627 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 41111 members 
Entering Unmasked Estep 
Score: -7969644.000000 Penalty: 5298.686523
	Iteration 38Q: 3 clusters Score -7969644 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -7969643.000000 Penalty: 5298.686523
	Iteration 39Q: 3 clusters Score -7969643 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 41180 members 
Entering Unmasked Estep 
Score: -7969655.500000 Penalty: 5298.686523
	Iteration 40F: 3 clusters Score -7969656 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -7969657.000000 Penalty: 5298.686523
	Iteration 41Q: 3 clusters Score -7969657 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -7969656.500000 Penalty: 5298.686523
	Iteration 42Q: 3 clusters Score -7969656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -7969648.000000 Penalty: 5298.686523
	Iteration 43Q: 3 clusters Score -7969648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 41291 members 
Entering Unmasked Estep 
Score: -7969664.000000 Penalty: 5298.686523
	Iteration 44Q: 3 clusters Score -7969664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 41310 members 
Entering Unmasked Estep 
Score: -7969671.500000 Penalty: 5298.686523
	Iteration 45Q: 3 clusters Score -7969672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -7969666.500000 Penalty: 5298.686523
	Iteration 46Q: 3 clusters Score -7969666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -7969667.000000 Penalty: 5298.686523
	Iteration 47Q: 3 clusters Score -7969667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 41325 members 
Entering Unmasked Estep 
Score: -7969669.000000 Penalty: 5298.686523
	Iteration 48Q: 3 clusters Score -7969669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 41329 members 
Entering Unmasked Estep 
Score: -7969673.500000 Penalty: 5298.686523
	Iteration 49Q: 3 clusters Score -7969674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -7969673.000000 Penalty: 5298.686523
	Iteration 50Q: 3 clusters Score -7969673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 41337 members 
Entering Unmasked Estep 
Score: -7969671.500000 Penalty: 5298.686523
	Iteration 51Q: 3 clusters Score -7969672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -7969671.500000 Penalty: 5298.686523
	Iteration 52Q: 3 clusters Score -7969672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -7969671.500000 Penalty: 5298.686523
	Iteration 53F: 3 clusters Score -7969672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -105726.625000 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -105726.6 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 315 members 
Entering Unmasked Estep 
Score: -104123.851562 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -104123.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -104409.562500 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -104409.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -104537.617188 Penalty: 3193.917725
	Iteration 2F: 3 clusters Score -104537.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -104594.710938 Penalty: 3193.917725
	Iteration 3Q: 3 clusters Score -104594.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -104626.945312 Penalty: 3193.917725
	Iteration 4Q: 3 clusters Score -104626.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -104665.921875 Penalty: 3193.917725
	Iteration 5Q: 3 clusters Score -104665.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -104701.304688 Penalty: 3193.917725
	Iteration 6Q: 3 clusters Score -104701.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -104716.453125 Penalty: 3193.917725
	Iteration 7Q: 3 clusters Score -104716.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -104735.125000 Penalty: 3193.917725
	Iteration 8Q: 3 clusters Score -104735.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -104745.398438 Penalty: 3193.917725
	Iteration 9Q: 3 clusters Score -104745.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -104750.929688 Penalty: 3193.917725
	Iteration 10Q: 3 clusters Score -104750.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -104757.671875 Penalty: 3193.917725
	Iteration 11Q: 3 clusters Score -104757.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -104762.328125 Penalty: 3193.917725
	Iteration 12Q: 3 clusters Score -104762.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -104777.609375 Penalty: 3193.917725
	Iteration 13Q: 3 clusters Score -104777.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -104796.992188 Penalty: 3193.917725
	Iteration 14Q: 3 clusters Score -104797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -104810.500000 Penalty: 3193.917725
	Iteration 15Q: 3 clusters Score -104810.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -104825.882812 Penalty: 3193.917725
	Iteration 16Q: 3 clusters Score -104825.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -104851.554688 Penalty: 3193.917725
	Iteration 17Q: 3 clusters Score -104851.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -104889.835938 Penalty: 3193.917725
	Iteration 18Q: 3 clusters Score -104889.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -104940.179688 Penalty: 3193.917725
	Iteration 19Q: 3 clusters Score -104940.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -105029.140625 Penalty: 3193.917725
	Iteration 20F: 3 clusters Score -105029.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -105149.859375 Penalty: 3193.917725
	Iteration 21Q: 3 clusters Score -105149.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -105307.054688 Penalty: 3193.917725
	Iteration 22Q: 3 clusters Score -105307.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -105342.414062 Penalty: 3193.917725
	Iteration 23Q: 3 clusters Score -105342.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -105371.796875 Penalty: 3193.917725
	Iteration 24Q: 3 clusters Score -105371.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -105417.960938 Penalty: 3193.917725
	Iteration 25Q: 3 clusters Score -105418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -105455.562500 Penalty: 3193.917725
	Iteration 26Q: 3 clusters Score -105455.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -105469.750000 Penalty: 3193.917725
	Iteration 27Q: 3 clusters Score -105469.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -105469.750000 Penalty: 3193.917725
	Iteration 28F: 3 clusters Score -105469.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (39038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39038 members 
Entering Unmasked Estep 
Score: -7163384.500000 Penalty: 2621.927979
	Iteration 0F: 2 clusters Score -7163384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -7137065.500000 Penalty: 5243.855957
	Iteration 0F: 3 clusters Score -7137066 nChanged 17839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -7146676.000000 Penalty: 5243.855957
	Iteration 1F: 3 clusters Score -7146676 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -7147085.000000 Penalty: 5243.855957
	Iteration 2Q: 3 clusters Score -7147085 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -7147456.000000 Penalty: 5243.855957
	Iteration 3Q: 3 clusters Score -7147456 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -7147894.000000 Penalty: 5243.855957
	Iteration 4Q: 3 clusters Score -7147894 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -7148397.500000 Penalty: 5243.855957
	Iteration 5Q: 3 clusters Score -7148398 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -7149077.500000 Penalty: 5243.855957
	Iteration 6Q: 3 clusters Score -7149078 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -7150141.000000 Penalty: 5243.855957
	Iteration 7F: 3 clusters Score -7150141 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -7151821.000000 Penalty: 5243.855957
	Iteration 8F: 3 clusters Score -7151821 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -7154187.500000 Penalty: 5243.855957
	Iteration 9F: 3 clusters Score -7154188 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -7156956.000000 Penalty: 5243.855957
	Iteration 10F: 3 clusters Score -7156956 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -7159133.000000 Penalty: 5243.855957
	Iteration 11F: 3 clusters Score -7159133 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -7160306.000000 Penalty: 5243.855957
	Iteration 12Q: 3 clusters Score -7160306 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -7160724.000000 Penalty: 5243.855957
	Iteration 13Q: 3 clusters Score -7160724 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -7160881.000000 Penalty: 5243.855957
	Iteration 14Q: 3 clusters Score -7160881 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -7160966.500000 Penalty: 5243.855957
	Iteration 15Q: 3 clusters Score -7160966 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -7161020.500000 Penalty: 5243.855957
	Iteration 16Q: 3 clusters Score -7161020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38739 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -7161052.500000 Penalty: 5243.855957
	Iteration 17Q: 3 clusters Score -7161052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7161060.500000 Penalty: 5243.855957
	Iteration 18Q: 3 clusters Score -7161060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7161069.000000 Penalty: 5243.855957
	Iteration 19Q: 3 clusters Score -7161069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -7161082.500000 Penalty: 5243.855957
	Iteration 20F: 3 clusters Score -7161082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7161090.500000 Penalty: 5243.855957
	Iteration 21Q: 3 clusters Score -7161090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7161103.000000 Penalty: 5243.855957
	Iteration 22Q: 3 clusters Score -7161103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -7161104.000000 Penalty: 5243.855957
	Iteration 23Q: 3 clusters Score -7161104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7161108.000000 Penalty: 5243.855957
	Iteration 24Q: 3 clusters Score -7161108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7161119.500000 Penalty: 5243.855957
	Iteration 25Q: 3 clusters Score -7161120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7161128.500000 Penalty: 5243.855957
	Iteration 26Q: 3 clusters Score -7161128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7161121.000000 Penalty: 5243.855957
	Iteration 27Q: 3 clusters Score -7161121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7161128.500000 Penalty: 5243.855957
	Iteration 28Q: 3 clusters Score -7161128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7161129.500000 Penalty: 5243.855957
	Iteration 29Q: 3 clusters Score -7161130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7161137.500000 Penalty: 5243.855957
	Iteration 30Q: 3 clusters Score -7161138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38776 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7161146.000000 Penalty: 5243.855957
	Iteration 31Q: 3 clusters Score -7161146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7161150.000000 Penalty: 5243.855957
	Iteration 32Q: 3 clusters Score -7161150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7161154.500000 Penalty: 5243.855957
	Iteration 33Q: 3 clusters Score -7161154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7161157.000000 Penalty: 5243.855957
	Iteration 34Q: 3 clusters Score -7161157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7161156.500000 Penalty: 5243.855957
	Iteration 35Q: 3 clusters Score -7161156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7161156.500000 Penalty: 5243.855957
	Iteration 36F: 3 clusters Score -7161156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (45612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Entering Unmasked Estep 
Score: -8376511.000000 Penalty: 2660.525635
	Iteration 0F: 2 clusters Score -8376511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -8347379.000000 Penalty: 5321.051270
	Iteration 0F: 3 clusters Score -8347379 nChanged 20971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23048 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -8358893.500000 Penalty: 5321.051270
	Iteration 1F: 3 clusters Score -8358894 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -8359422.500000 Penalty: 5321.051270
	Iteration 2Q: 3 clusters Score -8359422 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -8359847.500000 Penalty: 5321.051270
	Iteration 3Q: 3 clusters Score -8359848 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -8360258.000000 Penalty: 5321.051270
	Iteration 4Q: 3 clusters Score -8360258 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -8360676.000000 Penalty: 5321.051270
	Iteration 5Q: 3 clusters Score -8360676 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -8361144.500000 Penalty: 5321.051270
	Iteration 6Q: 3 clusters Score -8361144 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -8361840.000000 Penalty: 5321.051270
	Iteration 7Q: 3 clusters Score -8361840 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -8362813.000000 Penalty: 5321.051270
	Iteration 8Q: 3 clusters Score -8362813 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -8364233.000000 Penalty: 5321.051270
	Iteration 9F: 3 clusters Score -8364233 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -8366163.000000 Penalty: 5321.051270
	Iteration 10F: 3 clusters Score -8366163 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -8368426.500000 Penalty: 5321.051270
	Iteration 11F: 3 clusters Score -8368426 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -8370390.000000 Penalty: 5321.051270
	Iteration 12F: 3 clusters Score -8370390 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -8371749.500000 Penalty: 5321.051270
	Iteration 13Q: 3 clusters Score -8371750 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37372 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -8372429.000000 Penalty: 5321.051270
	Iteration 14Q: 3 clusters Score -8372429 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38045 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -8372854.500000 Penalty: 5321.051270
	Iteration 15Q: 3 clusters Score -8372854 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -8373154.500000 Penalty: 5321.051270
	Iteration 16Q: 3 clusters Score -8373154 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -8373408.000000 Penalty: 5321.051270
	Iteration 17Q: 3 clusters Score -8373408 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -8373646.500000 Penalty: 5321.051270
	Iteration 18Q: 3 clusters Score -8373646 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -8373812.500000 Penalty: 5321.051270
	Iteration 19Q: 3 clusters Score -8373812 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -8373968.500000 Penalty: 5321.051270
	Iteration 20F: 3 clusters Score -8373968 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -8374149.000000 Penalty: 5321.051270
	Iteration 21Q: 3 clusters Score -8374149 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -8374338.000000 Penalty: 5321.051270
	Iteration 22Q: 3 clusters Score -8374338 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -8374453.000000 Penalty: 5321.051270
	Iteration 23Q: 3 clusters Score -8374453 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -8374578.500000 Penalty: 5321.051270
	Iteration 24Q: 3 clusters Score -8374578 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -8374656.500000 Penalty: 5321.051270
	Iteration 25Q: 3 clusters Score -8374656 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -8374728.000000 Penalty: 5321.051270
	Iteration 26Q: 3 clusters Score -8374728 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -8374741.000000 Penalty: 5321.051270
	Iteration 27Q: 3 clusters Score -8374741 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43893 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -8374710.500000 Penalty: 5321.051270
	Iteration 28Q: 3 clusters Score -8374710 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -8374715.000000 Penalty: 5321.051270
	Iteration 29Q: 3 clusters Score -8374715 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44443 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -8374679.000000 Penalty: 5321.051270
	Iteration 30Q: 3 clusters Score -8374679 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44643 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -8374665.500000 Penalty: 5321.051270
	Iteration 31Q: 3 clusters Score -8374666 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8374675.000000 Penalty: 5321.051270
	Iteration 32Q: 3 clusters Score -8374675 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44904 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -8374644.500000 Penalty: 5321.051270
	Iteration 33Q: 3 clusters Score -8374644 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8374634.500000 Penalty: 5321.051270
	Iteration 34Q: 3 clusters Score -8374634 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45037 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -8374629.500000 Penalty: 5321.051270
	Iteration 35Q: 3 clusters Score -8374630 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45079 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8374615.500000 Penalty: 5321.051270
	Iteration 36Q: 3 clusters Score -8374616 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8374596.000000 Penalty: 5321.051270
	Iteration 37Q: 3 clusters Score -8374596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8374593.500000 Penalty: 5321.051270
	Iteration 38Q: 3 clusters Score -8374594 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45152 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -8374589.000000 Penalty: 5321.051270
	Iteration 39Q: 3 clusters Score -8374589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45162 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8374595.500000 Penalty: 5321.051270
	Iteration 40F: 3 clusters Score -8374596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45175 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -8374604.500000 Penalty: 5321.051270
	Iteration 41Q: 3 clusters Score -8374604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45186 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -8374608.500000 Penalty: 5321.051270
	Iteration 42Q: 3 clusters Score -8374608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8374603.500000 Penalty: 5321.051270
	Iteration 43Q: 3 clusters Score -8374604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8374599.000000 Penalty: 5321.051270
	Iteration 44Q: 3 clusters Score -8374599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8374594.500000 Penalty: 5321.051270
	Iteration 45Q: 3 clusters Score -8374594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -8374583.500000 Penalty: 5321.051270
	Iteration 46Q: 3 clusters Score -8374584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8374581.500000 Penalty: 5321.051270
	Iteration 47Q: 3 clusters Score -8374582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8374574.500000 Penalty: 5321.051270
	Iteration 48Q: 3 clusters Score -8374574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8374579.000000 Penalty: 5321.051270
	Iteration 49Q: 3 clusters Score -8374579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45222 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -8374573.500000 Penalty: 5321.051270
	Iteration 50Q: 3 clusters Score -8374574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -8374574.000000 Penalty: 5321.051270
	Iteration 51Q: 3 clusters Score -8374574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -8374574.000000 Penalty: 5321.051270
	Iteration 52F: 3 clusters Score -8374574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45747 members 
Entering Unmasked Estep 
Score: -8383476.000000 Penalty: 2661.258545
	Iteration 0F: 2 clusters Score -8383476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22830 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -8353813.000000 Penalty: 5322.517090
	Iteration 0F: 3 clusters Score -8353813 nChanged 20983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -8365353.000000 Penalty: 5322.517090
	Iteration 1F: 3 clusters Score -8365353 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
Score: -8366040.500000 Penalty: 5322.517090
	Iteration 2Q: 3 clusters Score -8366040 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -8366646.000000 Penalty: 5322.517090
	Iteration 3Q: 3 clusters Score -8366646 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -8367317.000000 Penalty: 5322.517090
	Iteration 4Q: 3 clusters Score -8367317 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -8368188.000000 Penalty: 5322.517090
	Iteration 5Q: 3 clusters Score -8368188 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -8369299.500000 Penalty: 5322.517090
	Iteration 6Q: 3 clusters Score -8369300 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -8370746.000000 Penalty: 5322.517090
	Iteration 7F: 3 clusters Score -8370746 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -8372778.000000 Penalty: 5322.517090
	Iteration 8F: 3 clusters Score -8372778 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -8375002.000000 Penalty: 5322.517090
	Iteration 9F: 3 clusters Score -8375002 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -8376675.500000 Penalty: 5322.517090
	Iteration 10F: 3 clusters Score -8376676 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -8377555.500000 Penalty: 5322.517090
	Iteration 11Q: 3 clusters Score -8377556 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -8377975.000000 Penalty: 5322.517090
	Iteration 12Q: 3 clusters Score -8377975 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -8378253.000000 Penalty: 5322.517090
	Iteration 13Q: 3 clusters Score -8378253 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 26212 members 
Entering Unmasked Estep 
Score: -8378451.000000 Penalty: 5322.517090
	Iteration 14Q: 3 clusters Score -8378451 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -8378713.500000 Penalty: 5322.517090
	Iteration 15Q: 3 clusters Score -8378714 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -8378900.500000 Penalty: 5322.517090
	Iteration 16Q: 3 clusters Score -8378900 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -8379085.000000 Penalty: 5322.517090
	Iteration 17Q: 3 clusters Score -8379085 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -8379279.000000 Penalty: 5322.517090
	Iteration 18Q: 3 clusters Score -8379279 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -8379420.500000 Penalty: 5322.517090
	Iteration 19Q: 3 clusters Score -8379420 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -8379576.500000 Penalty: 5322.517090
	Iteration 20F: 3 clusters Score -8379576 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -8379746.500000 Penalty: 5322.517090
	Iteration 21Q: 3 clusters Score -8379746 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -8379830.000000 Penalty: 5322.517090
	Iteration 22Q: 3 clusters Score -8379830 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -8379919.500000 Penalty: 5322.517090
	Iteration 23Q: 3 clusters Score -8379920 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -8379970.500000 Penalty: 5322.517090
	Iteration 24Q: 3 clusters Score -8379970 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -8379980.000000 Penalty: 5322.517090
	Iteration 25Q: 3 clusters Score -8379980 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -8380019.000000 Penalty: 5322.517090
	Iteration 26Q: 3 clusters Score -8380019 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -8380066.000000 Penalty: 5322.517090
	Iteration 27Q: 3 clusters Score -8380066 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -8380063.000000 Penalty: 5322.517090
	Iteration 28Q: 3 clusters Score -8380063 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -8380140.500000 Penalty: 5322.517090
	Iteration 29Q: 3 clusters Score -8380140 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27700 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -8380165.000000 Penalty: 5322.517090
	Iteration 30Q: 3 clusters Score -8380165 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28266 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -8380204.500000 Penalty: 5322.517090
	Iteration 31Q: 3 clusters Score -8380204 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -8380218.000000 Penalty: 5322.517090
	Iteration 32Q: 3 clusters Score -8380218 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -8380252.000000 Penalty: 5322.517090
	Iteration 33Q: 3 clusters Score -8380252 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -8380314.500000 Penalty: 5322.517090
	Iteration 34Q: 3 clusters Score -8380314 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -8380385.000000 Penalty: 5322.517090
	Iteration 35Q: 3 clusters Score -8380385 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8380409 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -8380463.000000 Penalty: 5322.517090
	Iteration 37Q: 3 clusters Score -8380463 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -8380532.500000 Penalty: 5322.517090
	Iteration 38Q: 3 clusters Score -8380532 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -8380619.000000 Penalty: 5322.517090
	Iteration 39Q: 3 clusters Score -8380619 nChanged 673
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8380637 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8380679 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8380782 nChanged 833
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8380884 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37009 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8380992 nChanged 739
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8381098 nChanged 664
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8381206 nChanged 562
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Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8381271 nChanged 496
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Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8381280 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8381258 nChanged 495
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Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -8381306.000000 Penalty: 5322.517090
	Iteration 50Q: 3 clusters Score -8381306 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -8381302.500000 Penalty: 5322.517090
	Iteration 51Q: 3 clusters Score -8381302 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -8381453.500000 Penalty: 5322.517090
	Iteration 52Q: 3 clusters Score -8381454 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -8381591.000000 Penalty: 5322.517090
	Iteration 53Q: 3 clusters Score -8381591 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8381586 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -8381561.500000 Penalty: 5322.517090
	Iteration 55Q: 3 clusters Score -8381562 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -8381565.500000 Penalty: 5322.517090
	Iteration 56Q: 3 clusters Score -8381566 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43073 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -8381617.000000 Penalty: 5322.517090
	Iteration 57Q: 3 clusters Score -8381617 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43317 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -8381633.000000 Penalty: 5322.517090
	Iteration 58Q: 3 clusters Score -8381633 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43536 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -8381660.000000 Penalty: 5322.517090
	Iteration 59Q: 3 clusters Score -8381660 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43740 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -8381707.000000 Penalty: 5322.517090
	Iteration 60F: 3 clusters Score -8381707 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -8381714.500000 Penalty: 5322.517090
	Iteration 61Q: 3 clusters Score -8381714 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44047 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -8381671.500000 Penalty: 5322.517090
	Iteration 62Q: 3 clusters Score -8381672 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -8381659.000000 Penalty: 5322.517090
	Iteration 63Q: 3 clusters Score -8381659 nChanged 108
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Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8381660 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -8381694.000000 Penalty: 5322.517090
	Iteration 65Q: 3 clusters Score -8381694 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44447 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -8381685.000000 Penalty: 5322.517090
	Iteration 66Q: 3 clusters Score -8381685 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -8381664.000000 Penalty: 5322.517090
	Iteration 67Q: 3 clusters Score -8381664 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44550 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8381649 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -8381627.000000 Penalty: 5322.517090
	Iteration 69Q: 3 clusters Score -8381627 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -8381616.000000 Penalty: 5322.517090
	Iteration 70Q: 3 clusters Score -8381616 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44702 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -8381613.000000 Penalty: 5322.517090
	Iteration 71Q: 3 clusters Score -8381613 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -8381614.000000 Penalty: 5322.517090
	Iteration 72Q: 3 clusters Score -8381614 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -8381611.000000 Penalty: 5322.517090
	Iteration 73Q: 3 clusters Score -8381611 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -8381615.000000 Penalty: 5322.517090
	Iteration 74Q: 3 clusters Score -8381615 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44833 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -8381612.000000 Penalty: 5322.517090
	Iteration 75Q: 3 clusters Score -8381612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44848 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8381611.000000 Penalty: 5322.517090
	Iteration 76Q: 3 clusters Score -8381611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44861 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -8381615.000000 Penalty: 5322.517090
	Iteration 77Q: 3 clusters Score -8381615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44868 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -8381611.500000 Penalty: 5322.517090
	Iteration 78Q: 3 clusters Score -8381612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44882 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -8381597.500000 Penalty: 5322.517090
	Iteration 79Q: 3 clusters Score -8381598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -8381584.000000 Penalty: 5322.517090
	Iteration 80F: 3 clusters Score -8381584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44903 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -8381587.500000 Penalty: 5322.517090
	Iteration 81Q: 3 clusters Score -8381588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44911 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -8381605.500000 Penalty: 5322.517090
	Iteration 82Q: 3 clusters Score -8381606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44921 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -8381593.000000 Penalty: 5322.517090
	Iteration 83Q: 3 clusters Score -8381593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8381588.000000 Penalty: 5322.517090
	Iteration 84Q: 3 clusters Score -8381588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44938 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -8381589.000000 Penalty: 5322.517090
	Iteration 85Q: 3 clusters Score -8381589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44941 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8381592.500000 Penalty: 5322.517090
	Iteration 86Q: 3 clusters Score -8381592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44945 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -8381595.500000 Penalty: 5322.517090
	Iteration 87Q: 3 clusters Score -8381596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44950 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8381596.000000 Penalty: 5322.517090
	Iteration 88Q: 3 clusters Score -8381596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44954 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8381595.500000 Penalty: 5322.517090
	Iteration 89Q: 3 clusters Score -8381596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -8381605.500000 Penalty: 5322.517090
	Iteration 90Q: 3 clusters Score -8381606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8381603.500000 Penalty: 5322.517090
	Iteration 91Q: 3 clusters Score -8381604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44966 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -8381599.500000 Penalty: 5322.517090
	Iteration 92Q: 3 clusters Score -8381600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -8381598.500000 Penalty: 5322.517090
	Iteration 93Q: 3 clusters Score -8381598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44973 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -8381596.500000 Penalty: 5322.517090
	Iteration 94Q: 3 clusters Score -8381596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -8381600.000000 Penalty: 5322.517090
	Iteration 95Q: 3 clusters Score -8381600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8381588.000000 Penalty: 5322.517090
	Iteration 96Q: 3 clusters Score -8381588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8381592.000000 Penalty: 5322.517090
	Iteration 97Q: 3 clusters Score -8381592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -8381585.500000 Penalty: 5322.517090
	Iteration 98Q: 3 clusters Score -8381586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -8381586.500000 Penalty: 5322.517090
	Iteration 99Q: 3 clusters Score -8381586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44987 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -8381588.500000 Penalty: 5322.517090
	Iteration 100F: 3 clusters Score -8381588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44991 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -8381593.000000 Penalty: 5322.517090
	Iteration 101Q: 3 clusters Score -8381593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8381598.000000 Penalty: 5322.517090
	Iteration 102Q: 3 clusters Score -8381598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44996 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8381596.500000 Penalty: 5322.517090
	Iteration 103Q: 3 clusters Score -8381596 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -8381599.000000 Penalty: 5322.517090
	Iteration 104Q: 3 clusters Score -8381599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45005 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -8381593.000000 Penalty: 5322.517090
	Iteration 105Q: 3 clusters Score -8381593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45007 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8381587.000000 Penalty: 5322.517090
	Iteration 106Q: 3 clusters Score -8381587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45011 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -8381588.000000 Penalty: 5322.517090
	Iteration 107Q: 3 clusters Score -8381588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45013 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8381589.000000 Penalty: 5322.517090
	Iteration 108Q: 3 clusters Score -8381589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45016 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8381580.000000 Penalty: 5322.517090
	Iteration 109Q: 3 clusters Score -8381580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -8381577.000000 Penalty: 5322.517090
	Iteration 110Q: 3 clusters Score -8381577 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45027 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8381568.000000 Penalty: 5322.517090
	Iteration 111Q: 3 clusters Score -8381568 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -8381568.500000 Penalty: 5322.517090
	Iteration 112Q: 3 clusters Score -8381568 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45039 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -8381555.500000 Penalty: 5322.517090
	Iteration 113Q: 3 clusters Score -8381556 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8381553.500000 Penalty: 5322.517090
	Iteration 114Q: 3 clusters Score -8381554 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -8381551.500000 Penalty: 5322.517090
	Iteration 115Q: 3 clusters Score -8381552 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45054 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8381541.500000 Penalty: 5322.517090
	Iteration 116Q: 3 clusters Score -8381542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8381549.500000 Penalty: 5322.517090
	Iteration 117Q: 3 clusters Score -8381550 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8381553.000000 Penalty: 5322.517090
	Iteration 118Q: 3 clusters Score -8381553 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8381553.000000 Penalty: 5322.517090
	Iteration 119F: 3 clusters Score -8381553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45307 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46397 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44967 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 45383 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 45384 members 
Mstep: Class 11 contains 41940 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46356 members 
Mstep: Class 14 contains 31105 members 
Mstep: Class 15 contains 45491 members 
Mstep: Class 16 contains 43867 members 
Mstep: Class 17 contains 43601 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 39038 members 
Mstep: Class 20 contains 45612 members 
Mstep: Class 21 contains 45747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202976.000000 Penalty: 69443.789062
Iteration 239Q: 22 clusters Score -1.11203e+08 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45359 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46414 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44916 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 45450 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 45333 members 
Mstep: Class 11 contains 41926 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46349 members 
Mstep: Class 14 contains 31105 members 
Mstep: Class 15 contains 45520 members 
Mstep: Class 16 contains 43885 members 
Mstep: Class 17 contains 43570 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 39039 members 
Mstep: Class 20 contains 45617 members 
Mstep: Class 21 contains 45712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202744.000000 Penalty: 69443.789062
Iteration 240F: 22 clusters Score -1.112027e+08 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45405 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46427 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44831 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 45482 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 45353 members 
Mstep: Class 11 contains 41919 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46344 members 
Mstep: Class 14 contains 31107 members 
Mstep: Class 15 contains 45534 members 
Mstep: Class 16 contains 43895 members 
Mstep: Class 17 contains 43567 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 39040 members 
Mstep: Class 20 contains 45607 members 
Mstep: Class 21 contains 45684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202592.000000 Penalty: 69443.789062
Iteration 241Q: 22 clusters Score -1.112026e+08 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46425 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44756 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 45537 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 45355 members 
Mstep: Class 11 contains 41938 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46333 members 
Mstep: Class 14 contains 31112 members 
Mstep: Class 15 contains 45555 members 
Mstep: Class 16 contains 43904 members 
Mstep: Class 17 contains 43587 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 39038 members 
Mstep: Class 20 contains 45576 members 
Mstep: Class 21 contains 45678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202408.000000 Penalty: 69443.789062
Iteration 242Q: 22 clusters Score -1.112024e+08 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46445 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44697 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 45583 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 45350 members 
Mstep: Class 11 contains 41974 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46335 members 
Mstep: Class 14 contains 31108 members 
Mstep: Class 15 contains 45581 members 
Mstep: Class 16 contains 43887 members 
Mstep: Class 17 contains 43572 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 39042 members 
Mstep: Class 20 contains 45555 members 
Mstep: Class 21 contains 45675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202560.000000 Penalty: 69443.789062
Iteration 243Q: 22 clusters Score -1.112026e+08 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45381 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46467 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44670 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 45594 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 45375 members 
Mstep: Class 11 contains 41987 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46322 members 
Mstep: Class 14 contains 31109 members 
Mstep: Class 15 contains 45570 members 
Mstep: Class 16 contains 43885 members 
Mstep: Class 17 contains 43596 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 39040 members 
Mstep: Class 20 contains 45542 members 
Mstep: Class 21 contains 45656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202840.000000 Penalty: 69443.789062
Iteration 244Q: 22 clusters Score -1.112028e+08 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45414 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46492 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44650 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 45605 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 45377 members 
Mstep: Class 11 contains 42009 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46322 members 
Mstep: Class 14 contains 31103 members 
Mstep: Class 15 contains 45562 members 
Mstep: Class 16 contains 43867 members 
Mstep: Class 17 contains 43593 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 39032 members 
Mstep: Class 20 contains 45545 members 
Mstep: Class 21 contains 45624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202920.000000 Penalty: 69443.789062
Iteration 245Q: 22 clusters Score -1.112029e+08 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45445 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46495 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44615 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 45629 members 
Mstep: Class 9 contains 2762 members 
Mstep: Class 10 contains 45348 members 
Mstep: Class 11 contains 42039 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46296 members 
Mstep: Class 14 contains 31109 members 
Mstep: Class 15 contains 45565 members 
Mstep: Class 16 contains 43862 members 
Mstep: Class 17 contains 43583 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 39034 members 
Mstep: Class 20 contains 45578 members 
Mstep: Class 21 contains 45598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202992.000000 Penalty: 69443.789062
Iteration 246Q: 22 clusters Score -1.11203e+08 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46487 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44595 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 45637 members 
Mstep: Class 9 contains 2762 members 
Mstep: Class 10 contains 45328 members 
Mstep: Class 11 contains 42066 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46276 members 
Mstep: Class 14 contains 31120 members 
Mstep: Class 15 contains 45572 members 
Mstep: Class 16 contains 43861 members 
Mstep: Class 17 contains 43596 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 39037 members 
Mstep: Class 20 contains 45582 members 
Mstep: Class 21 contains 45573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111203000.000000 Penalty: 69443.789062
Iteration 247Q: 22 clusters Score -1.11203e+08 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46494 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44584 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 45626 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 45297 members 
Mstep: Class 11 contains 42073 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46281 members 
Mstep: Class 14 contains 31130 members 
Mstep: Class 15 contains 45588 members 
Mstep: Class 16 contains 43855 members 
Mstep: Class 17 contains 43622 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 39057 members 
Mstep: Class 20 contains 45538 members 
Mstep: Class 21 contains 45565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202848.000000 Penalty: 69443.789062
Iteration 248Q: 22 clusters Score -1.112028e+08 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46484 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44561 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 45631 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 45280 members 
Mstep: Class 11 contains 42064 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46290 members 
Mstep: Class 14 contains 31136 members 
Mstep: Class 15 contains 45619 members 
Mstep: Class 16 contains 43863 members 
Mstep: Class 17 contains 43618 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 39066 members 
Mstep: Class 20 contains 45534 members 
Mstep: Class 21 contains 45554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202800.000000 Penalty: 69443.789062
Iteration 249Q: 22 clusters Score -1.112028e+08 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45503 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46495 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44551 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 45646 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 45276 members 
Mstep: Class 11 contains 42051 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46264 members 
Mstep: Class 14 contains 31136 members 
Mstep: Class 15 contains 45643 members 
Mstep: Class 16 contains 43859 members 
Mstep: Class 17 contains 43626 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 39072 members 
Mstep: Class 20 contains 45515 members 
Mstep: Class 21 contains 45556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202912.000000 Penalty: 69443.789062
Iteration 250Q: 22 clusters Score -1.112029e+08 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45491 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46492 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44554 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 45687 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 45216 members 
Mstep: Class 11 contains 42040 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46261 members 
Mstep: Class 14 contains 31140 members 
Mstep: Class 15 contains 45649 members 
Mstep: Class 16 contains 43869 members 
Mstep: Class 17 contains 43627 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 39092 members 
Mstep: Class 20 contains 45513 members 
Mstep: Class 21 contains 45562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202896.000000 Penalty: 69443.789062
Iteration 251Q: 22 clusters Score -1.112029e+08 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46502 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44538 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 45679 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 45207 members 
Mstep: Class 11 contains 42042 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46263 members 
Mstep: Class 14 contains 31141 members 
Mstep: Class 15 contains 45643 members 
Mstep: Class 16 contains 43875 members 
Mstep: Class 17 contains 43618 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 39120 members 
Mstep: Class 20 contains 45519 members 
Mstep: Class 21 contains 45559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202680.000000 Penalty: 69443.789062
Iteration 252Q: 22 clusters Score -1.112027e+08 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46520 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44529 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 45680 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 45196 members 
Mstep: Class 11 contains 42051 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46243 members 
Mstep: Class 14 contains 31139 members 
Mstep: Class 15 contains 45627 members 
Mstep: Class 16 contains 43886 members 
Mstep: Class 17 contains 43624 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 39149 members 
Mstep: Class 20 contains 45529 members 
Mstep: Class 21 contains 45547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202824.000000 Penalty: 69443.789062
Iteration 253Q: 22 clusters Score -1.112028e+08 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45460 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46532 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44523 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 45677 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 45168 members 
Mstep: Class 11 contains 42083 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46252 members 
Mstep: Class 14 contains 31152 members 
Mstep: Class 15 contains 45625 members 
Mstep: Class 16 contains 43867 members 
Mstep: Class 17 contains 43648 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 39152 members 
Mstep: Class 20 contains 45526 members 
Mstep: Class 21 contains 45527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202808.000000 Penalty: 69443.789062
Iteration 254Q: 22 clusters Score -1.112028e+08 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45434 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46545 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44516 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 45662 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 45169 members 
Mstep: Class 11 contains 42103 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46249 members 
Mstep: Class 14 contains 31158 members 
Mstep: Class 15 contains 45610 members 
Mstep: Class 16 contains 43877 members 
Mstep: Class 17 contains 43675 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 39150 members 
Mstep: Class 20 contains 45520 members 
Mstep: Class 21 contains 45523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202720.000000 Penalty: 69443.789062
Iteration 255Q: 22 clusters Score -1.112027e+08 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45385 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46546 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44495 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 45662 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 45189 members 
Mstep: Class 11 contains 42131 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46226 members 
Mstep: Class 14 contains 31172 members 
Mstep: Class 15 contains 45621 members 
Mstep: Class 16 contains 43865 members 
Mstep: Class 17 contains 43706 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 39147 members 
Mstep: Class 20 contains 45534 members 
Mstep: Class 21 contains 45512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202768.000000 Penalty: 69443.789062
Iteration 256Q: 22 clusters Score -1.112028e+08 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45333 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46543 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44466 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 45680 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 45215 members 
Mstep: Class 11 contains 42144 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46203 members 
Mstep: Class 14 contains 31171 members 
Mstep: Class 15 contains 45631 members 
Mstep: Class 16 contains 43864 members 
Mstep: Class 17 contains 43717 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 39159 members 
Mstep: Class 20 contains 45558 members 
Mstep: Class 21 contains 45508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202712.000000 Penalty: 69443.789062
Iteration 257Q: 22 clusters Score -1.112027e+08 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46552 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44461 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 45713 members 
Mstep: Class 9 contains 2764 members 
Mstep: Class 10 contains 45188 members 
Mstep: Class 11 contains 42147 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46169 members 
Mstep: Class 14 contains 31171 members 
Mstep: Class 15 contains 45654 members 
Mstep: Class 16 contains 43871 members 
Mstep: Class 17 contains 43736 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 39155 members 
Mstep: Class 20 contains 45597 members 
Mstep: Class 21 contains 45503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202496.000000 Penalty: 69443.789062
Iteration 258Q: 22 clusters Score -1.112025e+08 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45224 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46560 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44442 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 45714 members 
Mstep: Class 9 contains 2764 members 
Mstep: Class 10 contains 45218 members 
Mstep: Class 11 contains 42161 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46161 members 
Mstep: Class 14 contains 31174 members 
Mstep: Class 15 contains 45682 members 
Mstep: Class 16 contains 43872 members 
Mstep: Class 17 contains 43750 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 39142 members 
Mstep: Class 20 contains 45580 members 
Mstep: Class 21 contains 45511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202440.000000 Penalty: 69443.789062
Iteration 259Q: 22 clusters Score -1.112024e+08 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46571 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44427 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 45738 members 
Mstep: Class 9 contains 2764 members 
Mstep: Class 10 contains 45219 members 
Mstep: Class 11 contains 42186 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46171 members 
Mstep: Class 14 contains 31174 members 
Mstep: Class 15 contains 45673 members 
Mstep: Class 16 contains 43881 members 
Mstep: Class 17 contains 43739 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 39131 members 
Mstep: Class 20 contains 45572 members 
Mstep: Class 21 contains 45508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202496.000000 Penalty: 69443.789062
Iteration 260F: 22 clusters Score -1.112025e+08 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46596 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44425 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 45756 members 
Mstep: Class 9 contains 2764 members 
Mstep: Class 10 contains 45190 members 
Mstep: Class 11 contains 42209 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46156 members 
Mstep: Class 14 contains 31175 members 
Mstep: Class 15 contains 45661 members 
Mstep: Class 16 contains 43892 members 
Mstep: Class 17 contains 43734 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 39122 members 
Mstep: Class 20 contains 45594 members 
Mstep: Class 21 contains 45488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202552.000000 Penalty: 69443.789062
Iteration 261Q: 22 clusters Score -1.112026e+08 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45171 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46603 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44438 members 
Mstep: Class 7 contains 1352 members 
Mstep: Class 8 contains 45759 members 
Mstep: Class 9 contains 2764 members 
Mstep: Class 10 contains 45147 members 
Mstep: Class 11 contains 42231 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46152 members 
Mstep: Class 14 contains 31181 members 
Mstep: Class 15 contains 45674 members 
Mstep: Class 16 contains 43895 members 
Mstep: Class 17 contains 43708 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 39117 members 
Mstep: Class 20 contains 45615 members 
Mstep: Class 21 contains 45498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202568.000000 Penalty: 69443.789062
Iteration 262Q: 22 clusters Score -1.112026e+08 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46617 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44452 members 
Mstep: Class 7 contains 1352 members 
Mstep: Class 8 contains 45773 members 
Mstep: Class 9 contains 2764 members 
Mstep: Class 10 contains 45118 members 
Mstep: Class 11 contains 42256 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46149 members 
Mstep: Class 14 contains 31192 members 
Mstep: Class 15 contains 45676 members 
Mstep: Class 16 contains 43889 members 
Mstep: Class 17 contains 43688 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 39112 members 
Mstep: Class 20 contains 45639 members 
Mstep: Class 21 contains 45496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202488.000000 Penalty: 69443.789062
Iteration 263Q: 22 clusters Score -1.112025e+08 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46627 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44487 members 
Mstep: Class 7 contains 1352 members 
Mstep: Class 8 contains 45778 members 
Mstep: Class 9 contains 2764 members 
Mstep: Class 10 contains 45062 members 
Mstep: Class 11 contains 42274 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46123 members 
Mstep: Class 14 contains 31189 members 
Mstep: Class 15 contains 45661 members 
Mstep: Class 16 contains 43883 members 
Mstep: Class 17 contains 43693 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 39126 members 
Mstep: Class 20 contains 45615 members 
Mstep: Class 21 contains 45523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202448.000000 Penalty: 69443.789062
Iteration 264Q: 22 clusters Score -1.112024e+08 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45139 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46637 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44502 members 
Mstep: Class 7 contains 1352 members 
Mstep: Class 8 contains 45794 members 
Mstep: Class 9 contains 2764 members 
Mstep: Class 10 contains 44984 members 
Mstep: Class 11 contains 42291 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46127 members 
Mstep: Class 14 contains 31183 members 
Mstep: Class 15 contains 45649 members 
Mstep: Class 16 contains 43886 members 
Mstep: Class 17 contains 43699 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 39145 members 
Mstep: Class 20 contains 45626 members 
Mstep: Class 21 contains 45528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202488.000000 Penalty: 69443.789062
Iteration 265Q: 22 clusters Score -1.112025e+08 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45115 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46623 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44542 members 
Mstep: Class 7 contains 1352 members 
Mstep: Class 8 contains 45840 members 
Mstep: Class 9 contains 2764 members 
Mstep: Class 10 contains 44929 members 
Mstep: Class 11 contains 42302 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46113 members 
Mstep: Class 14 contains 31180 members 
Mstep: Class 15 contains 45622 members 
Mstep: Class 16 contains 43885 members 
Mstep: Class 17 contains 43714 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 39141 members 
Mstep: Class 20 contains 45640 members 
Mstep: Class 21 contains 45544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202424.000000 Penalty: 69443.789062
Iteration 266Q: 22 clusters Score -1.112024e+08 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46631 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44577 members 
Mstep: Class 7 contains 1352 members 
Mstep: Class 8 contains 45844 members 
Mstep: Class 9 contains 2764 members 
Mstep: Class 10 contains 44907 members 
Mstep: Class 11 contains 42316 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46083 members 
Mstep: Class 14 contains 31174 members 
Mstep: Class 15 contains 45598 members 
Mstep: Class 16 contains 43897 members 
Mstep: Class 17 contains 43710 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 39125 members 
Mstep: Class 20 contains 45656 members 
Mstep: Class 21 contains 45576 members 
Entering Unmasked Estep 
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Iteration 267Q: 22 clusters Score -1.112023e+08 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46622 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44624 members 
Mstep: Class 7 contains 1352 members 
Mstep: Class 8 contains 45856 members 
Mstep: Class 9 contains 2762 members 
Mstep: Class 10 contains 44859 members 
Mstep: Class 11 contains 42333 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46072 members 
Mstep: Class 14 contains 31180 members 
Mstep: Class 15 contains 45576 members 
Mstep: Class 16 contains 43880 members 
Mstep: Class 17 contains 43709 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 39129 members 
Mstep: Class 20 contains 45671 members 
Mstep: Class 21 contains 45624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202200.000000 Penalty: 69443.789062
Iteration 268Q: 22 clusters Score -1.112022e+08 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45018 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46616 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44686 members 
Mstep: Class 7 contains 1352 members 
Mstep: Class 8 contains 45846 members 
Mstep: Class 9 contains 2761 members 
Mstep: Class 10 contains 44852 members 
Mstep: Class 11 contains 42347 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46100 members 
Mstep: Class 14 contains 31182 members 
Mstep: Class 15 contains 45569 members 
Mstep: Class 16 contains 43876 members 
Mstep: Class 17 contains 43685 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 39111 members 
Mstep: Class 20 contains 45639 members 
Mstep: Class 21 contains 45664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202408.000000 Penalty: 69443.789062
Iteration 269Q: 22 clusters Score -1.112024e+08 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46631 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44728 members 
Mstep: Class 7 contains 1352 members 
Mstep: Class 8 contains 45829 members 
Mstep: Class 9 contains 2761 members 
Mstep: Class 10 contains 44844 members 
Mstep: Class 11 contains 42330 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46102 members 
Mstep: Class 14 contains 31194 members 
Mstep: Class 15 contains 45550 members 
Mstep: Class 16 contains 43868 members 
Mstep: Class 17 contains 43681 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 39108 members 
Mstep: Class 20 contains 45608 members 
Mstep: Class 21 contains 45698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202408.000000 Penalty: 69443.789062
Iteration 270Q: 22 clusters Score -1.112024e+08 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46639 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44785 members 
Mstep: Class 7 contains 1354 members 
Mstep: Class 8 contains 45808 members 
Mstep: Class 9 contains 2761 members 
Mstep: Class 10 contains 44821 members 
Mstep: Class 11 contains 42339 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46089 members 
Mstep: Class 14 contains 31202 members 
Mstep: Class 15 contains 45541 members 
Mstep: Class 16 contains 43882 members 
Mstep: Class 17 contains 43669 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 39109 members 
Mstep: Class 20 contains 45604 members 
Mstep: Class 21 contains 45691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202568.000000 Penalty: 69443.789062
Iteration 271Q: 22 clusters Score -1.112026e+08 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45031 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46656 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44848 members 
Mstep: Class 7 contains 1355 members 
Mstep: Class 8 contains 45777 members 
Mstep: Class 9 contains 2761 members 
Mstep: Class 10 contains 44796 members 
Mstep: Class 11 contains 42351 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46083 members 
Mstep: Class 14 contains 31210 members 
Mstep: Class 15 contains 45514 members 
Mstep: Class 16 contains 43895 members 
Mstep: Class 17 contains 43650 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 39110 members 
Mstep: Class 20 contains 45564 members 
Mstep: Class 21 contains 45703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202664.000000 Penalty: 69443.789062
Iteration 272Q: 22 clusters Score -1.112027e+08 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46685 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44917 members 
Mstep: Class 7 contains 1355 members 
Mstep: Class 8 contains 45757 members 
Mstep: Class 9 contains 2760 members 
Mstep: Class 10 contains 44810 members 
Mstep: Class 11 contains 42345 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46092 members 
Mstep: Class 14 contains 31205 members 
Mstep: Class 15 contains 45499 members 
Mstep: Class 16 contains 43904 members 
Mstep: Class 17 contains 43606 members 
Mstep: Class 18 contains 628 members 
Mstep: Class 19 contains 39112 members 
Mstep: Class 20 contains 45508 members 
Mstep: Class 21 contains 45691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202800.000000 Penalty: 69443.789062
Iteration 273Q: 22 clusters Score -1.112028e+08 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45066 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46704 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45016 members 
Mstep: Class 7 contains 1355 members 
Mstep: Class 8 contains 45727 members 
Mstep: Class 9 contains 2760 members 
Mstep: Class 10 contains 44839 members 
Mstep: Class 11 contains 42330 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46094 members 
Mstep: Class 14 contains 31209 members 
Mstep: Class 15 contains 45480 members 
Mstep: Class 16 contains 43930 members 
Mstep: Class 17 contains 43574 members 
Mstep: Class 18 contains 628 members 
Mstep: Class 19 contains 39100 members 
Mstep: Class 20 contains 45441 members 
Mstep: Class 21 contains 45678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111203136.000000 Penalty: 69443.789062
Iteration 274Q: 22 clusters Score -1.112031e+08 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46730 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45098 members 
Mstep: Class 7 contains 1356 members 
Mstep: Class 8 contains 45710 members 
Mstep: Class 9 contains 2759 members 
Mstep: Class 10 contains 44847 members 
Mstep: Class 11 contains 42322 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46109 members 
Mstep: Class 14 contains 31213 members 
Mstep: Class 15 contains 45467 members 
Mstep: Class 16 contains 43941 members 
Mstep: Class 17 contains 43538 members 
Mstep: Class 18 contains 628 members 
Mstep: Class 19 contains 39100 members 
Mstep: Class 20 contains 45406 members 
Mstep: Class 21 contains 45651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111203056.000000 Penalty: 69443.789062
Iteration 275Q: 22 clusters Score -1.112031e+08 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45070 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46739 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45182 members 
Mstep: Class 7 contains 1356 members 
Mstep: Class 8 contains 45710 members 
Mstep: Class 9 contains 2759 members 
Mstep: Class 10 contains 44879 members 
Mstep: Class 11 contains 42328 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46095 members 
Mstep: Class 14 contains 31205 members 
Mstep: Class 15 contains 45458 members 
Mstep: Class 16 contains 43940 members 
Mstep: Class 17 contains 43494 members 
Mstep: Class 18 contains 628 members 
Mstep: Class 19 contains 39100 members 
Mstep: Class 20 contains 45355 members 
Mstep: Class 21 contains 45633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202904.000000 Penalty: 69443.789062
Iteration 276Q: 22 clusters Score -1.112029e+08 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46743 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45263 members 
Mstep: Class 7 contains 1356 members 
Mstep: Class 8 contains 45685 members 
Mstep: Class 9 contains 2759 members 
Mstep: Class 10 contains 44890 members 
Mstep: Class 11 contains 42351 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46088 members 
Mstep: Class 14 contains 31202 members 
Mstep: Class 15 contains 45453 members 
Mstep: Class 16 contains 43915 members 
Mstep: Class 17 contains 43466 members 
Mstep: Class 18 contains 628 members 
Mstep: Class 19 contains 39099 members 
Mstep: Class 20 contains 45366 members 
Mstep: Class 21 contains 45617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202720.000000 Penalty: 69443.789062
Iteration 277Q: 22 clusters Score -1.112027e+08 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46737 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45368 members 
Mstep: Class 7 contains 1356 members 
Mstep: Class 8 contains 45675 members 
Mstep: Class 9 contains 2758 members 
Mstep: Class 10 contains 44882 members 
Mstep: Class 11 contains 42359 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46092 members 
Mstep: Class 14 contains 31199 members 
Mstep: Class 15 contains 45448 members 
Mstep: Class 16 contains 43906 members 
Mstep: Class 17 contains 43434 members 
Mstep: Class 18 contains 628 members 
Mstep: Class 19 contains 39087 members 
Mstep: Class 20 contains 45319 members 
Mstep: Class 21 contains 45609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202648.000000 Penalty: 69443.789062
Iteration 278Q: 22 clusters Score -1.112026e+08 nChanged 1237
Entering ConstructFrom: 
Score: -111202648.000000 Penalty: 69443.789062
Entering ConstructFrom: 
Trying to split cluster 1 (45054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45054 members 
Entering Unmasked Estep 
Score: -8261841.500000 Penalty: 2657.473145
	Iteration 0F: 2 clusters Score -8261842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -8232555.000000 Penalty: 5314.946289
	Iteration 0F: 3 clusters Score -8232555 nChanged 20861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -8244183.500000 Penalty: 5314.946289
	Iteration 1F: 3 clusters Score -8244184 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -8245004.500000 Penalty: 5314.946289
	Iteration 2Q: 3 clusters Score -8245004 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -8245973.000000 Penalty: 5314.946289
	Iteration 3Q: 3 clusters Score -8245973 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -8247064.000000 Penalty: 5314.946289
	Iteration 4F: 3 clusters Score -8247064 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -8248495.000000 Penalty: 5314.946289
	Iteration 5F: 3 clusters Score -8248495 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22730 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -8250520.500000 Penalty: 5314.946289
	Iteration 6F: 3 clusters Score -8250520 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -8252983.500000 Penalty: 5314.946289
	Iteration 7F: 3 clusters Score -8252984 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -8254887.500000 Penalty: 5314.946289
	Iteration 8F: 3 clusters Score -8254888 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -8255685.500000 Penalty: 5314.946289
	Iteration 9Q: 3 clusters Score -8255686 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -8256064.000000 Penalty: 5314.946289
	Iteration 10Q: 3 clusters Score -8256064 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -8256293.000000 Penalty: 5314.946289
	Iteration 11Q: 3 clusters Score -8256293 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -8256478.500000 Penalty: 5314.946289
	Iteration 12Q: 3 clusters Score -8256478 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -8256623.000000 Penalty: 5314.946289
	Iteration 13Q: 3 clusters Score -8256623 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -8256735.500000 Penalty: 5314.946289
	Iteration 14Q: 3 clusters Score -8256736 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -8256859.000000 Penalty: 5314.946289
	Iteration 15Q: 3 clusters Score -8256859 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -8256927.500000 Penalty: 5314.946289
	Iteration 16Q: 3 clusters Score -8256928 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -8256960.000000 Penalty: 5314.946289
	Iteration 17Q: 3 clusters Score -8256960 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -8256995.500000 Penalty: 5314.946289
	Iteration 18Q: 3 clusters Score -8256996 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -8257028.000000 Penalty: 5314.946289
	Iteration 19Q: 3 clusters Score -8257028 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -8257069.500000 Penalty: 5314.946289
	Iteration 20F: 3 clusters Score -8257070 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -8257102.500000 Penalty: 5314.946289
	Iteration 21Q: 3 clusters Score -8257102 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -8257121.000000 Penalty: 5314.946289
	Iteration 22Q: 3 clusters Score -8257121 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -8257148.000000 Penalty: 5314.946289
	Iteration 23Q: 3 clusters Score -8257148 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -8257218.000000 Penalty: 5314.946289
	Iteration 24Q: 3 clusters Score -8257218 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -8257223.500000 Penalty: 5314.946289
	Iteration 25Q: 3 clusters Score -8257224 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -8257228.000000 Penalty: 5314.946289
	Iteration 26Q: 3 clusters Score -8257228 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -8257233.000000 Penalty: 5314.946289
	Iteration 27Q: 3 clusters Score -8257233 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -8257273.500000 Penalty: 5314.946289
	Iteration 28Q: 3 clusters Score -8257274 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -8257313.500000 Penalty: 5314.946289
	Iteration 29Q: 3 clusters Score -8257314 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -8257320.000000 Penalty: 5314.946289
	Iteration 30Q: 3 clusters Score -8257320 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -8257330.500000 Penalty: 5314.946289
	Iteration 31Q: 3 clusters Score -8257330 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -8257326.000000 Penalty: 5314.946289
	Iteration 32Q: 3 clusters Score -8257326 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -8257365.000000 Penalty: 5314.946289
	Iteration 33Q: 3 clusters Score -8257365 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -8257362.000000 Penalty: 5314.946289
	Iteration 34Q: 3 clusters Score -8257362 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -8257345.000000 Penalty: 5314.946289
	Iteration 35Q: 3 clusters Score -8257345 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -8257352.500000 Penalty: 5314.946289
	Iteration 36Q: 3 clusters Score -8257352 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -8257383.000000 Penalty: 5314.946289
	Iteration 37Q: 3 clusters Score -8257383 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -8257390.000000 Penalty: 5314.946289
	Iteration 38Q: 3 clusters Score -8257390 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -8257395.000000 Penalty: 5314.946289
	Iteration 39Q: 3 clusters Score -8257395 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -8257411.500000 Penalty: 5314.946289
	Iteration 40F: 3 clusters Score -8257412 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -8257429.500000 Penalty: 5314.946289
	Iteration 41Q: 3 clusters Score -8257430 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -8257427.500000 Penalty: 5314.946289
	Iteration 42Q: 3 clusters Score -8257428 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -8257468.000000 Penalty: 5314.946289
	Iteration 43Q: 3 clusters Score -8257468 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -8257485.500000 Penalty: 5314.946289
	Iteration 44Q: 3 clusters Score -8257486 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 25635 members 
Entering Unmasked Estep 
Score: -8257501.500000 Penalty: 5314.946289
	Iteration 45Q: 3 clusters Score -8257502 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -8257481.000000 Penalty: 5314.946289
	Iteration 46Q: 3 clusters Score -8257481 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -8257479.500000 Penalty: 5314.946289
	Iteration 47Q: 3 clusters Score -8257480 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -8257520.500000 Penalty: 5314.946289
	Iteration 48Q: 3 clusters Score -8257520 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -8257537.500000 Penalty: 5314.946289
	Iteration 49Q: 3 clusters Score -8257538 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -8257561.500000 Penalty: 5314.946289
	Iteration 50Q: 3 clusters Score -8257562 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -8257567.000000 Penalty: 5314.946289
	Iteration 51Q: 3 clusters Score -8257567 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 26855 members 
Entering Unmasked Estep 
Score: -8257573.500000 Penalty: 5314.946289
	Iteration 52Q: 3 clusters Score -8257574 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -8257574.500000 Penalty: 5314.946289
	Iteration 53Q: 3 clusters Score -8257574 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -8257597.000000 Penalty: 5314.946289
	Iteration 54Q: 3 clusters Score -8257597 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8257622 nChanged 238
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8257655 nChanged 255
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Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8257696 nChanged 249
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Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8257735 nChanged 253
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Mstep: Class 1 contains 16645 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8257739 nChanged 262
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Mstep: Class 1 contains 16383 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8257782 nChanged 249
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Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 28920 members 
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Mstep: Class 1 contains 15930 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8257797 nChanged 217
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Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8257854 nChanged 241
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Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8257905 nChanged 271
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Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 29853 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8257916 nChanged 287
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Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 30140 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8257946 nChanged 265
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Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8257946 nChanged 267
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8257954 nChanged 307
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Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8258002 nChanged 308
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8258016 nChanged 319
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Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8258072 nChanged 326
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8258138 nChanged 359
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8258192 nChanged 354
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8258237 nChanged 356
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Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8258270 nChanged 395
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Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8258296 nChanged 436
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Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8258359 nChanged 454
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Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8258438 nChanged 468
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8258478 nChanged 408
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 35160 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8258545 nChanged 386
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8258604 nChanged 379
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 35925 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8258643 nChanged 418
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 36343 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8258654 nChanged 451
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 36794 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8258770 nChanged 537
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Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8258879 nChanged 518
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Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6670 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 39304 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8259258 nChanged 451
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Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8259348 nChanged 397
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8259418 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8259498 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8259608 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 41254 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8259700 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8259764 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8259825 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 42027 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8259848 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8259874 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 42350 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8259875 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 42505 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8259934 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8259950 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 42802 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8259978 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8260012 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8260024 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 43099 members 
Entering Unmasked Estep 
Score: -8260037.000000 Penalty: 5314.946289
	Iteration 105Q: 3 clusters Score -8260037 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 43178 members 
Entering Unmasked Estep 
Score: -8260031.000000 Penalty: 5314.946289
	Iteration 106Q: 3 clusters Score -8260031 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -8260033.000000 Penalty: 5314.946289
	Iteration 107Q: 3 clusters Score -8260033 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 43315 members 
Entering Unmasked Estep 
Score: -8260042.000000 Penalty: 5314.946289
	Iteration 108Q: 3 clusters Score -8260042 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 43362 members 
Entering Unmasked Estep 
Score: -8260050.000000 Penalty: 5314.946289
	Iteration 109Q: 3 clusters Score -8260050 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -8260046.000000 Penalty: 5314.946289
	Iteration 110Q: 3 clusters Score -8260046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 43424 members 
Entering Unmasked Estep 
Score: -8260038.000000 Penalty: 5314.946289
	Iteration 111Q: 3 clusters Score -8260038 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8260020 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8260014 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8260010 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8260023 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 43509 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8260024 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8260019 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8260024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 43526 members 
Entering Unmasked Estep 
Score: -8260027.000000 Penalty: 5314.946289
	Iteration 119Q: 3 clusters Score -8260027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -8260022.000000 Penalty: 5314.946289
	Iteration 120F: 3 clusters Score -8260022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8260022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -8260024.000000 Penalty: 5314.946289
	Iteration 122Q: 3 clusters Score -8260024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 43538 members 
Entering Unmasked Estep 
Score: -8260018.500000 Penalty: 5314.946289
	Iteration 123Q: 3 clusters Score -8260018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 43541 members 
Entering Unmasked Estep 
Score: -8260016.000000 Penalty: 5314.946289
	Iteration 124Q: 3 clusters Score -8260016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 43544 members 
Entering Unmasked Estep 
Score: -8260021.000000 Penalty: 5314.946289
	Iteration 125Q: 3 clusters Score -8260021 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 43546 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8260017 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 43551 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8260018 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8260022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 43557 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8260020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8260017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8260020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 43568 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8260024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -8260030.000000 Penalty: 5314.946289
	Iteration 133Q: 3 clusters Score -8260030 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8260030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 43582 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8260023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 43585 members 
Entering Unmasked Estep 
Score: -8260024.500000 Penalty: 5314.946289
	Iteration 136Q: 3 clusters Score -8260024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 43589 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8260022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8260020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 43594 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8260020 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 43597 members 
Entering Unmasked Estep 
Score: -8260013.500000 Penalty: 5314.946289
	Iteration 140F: 3 clusters Score -8260014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 943 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -143039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -141148.3 nChanged 277
Entering Unmasked Mstep 
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Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -141670.5 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -141960.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -142260.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -142617.015625 Penalty: 3397.136963
	Iteration 4F: 3 clusters Score -142617 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -142797.687500 Penalty: 3397.136963
	Iteration 5F: 3 clusters Score -142797.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -142986.421875 Penalty: 3397.136963
	Iteration 6Q: 3 clusters Score -142986.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -143045.140625 Penalty: 3397.136963
	Iteration 7Q: 3 clusters Score -143045.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -143089.078125 Penalty: 3397.136963
	Iteration 8Q: 3 clusters Score -143089.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -143125.687500 Penalty: 3397.136963
	Iteration 9Q: 3 clusters Score -143125.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -143162.546875 Penalty: 3397.136963
	Iteration 10Q: 3 clusters Score -143162.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -143181.406250 Penalty: 3397.136963
	Iteration 11Q: 3 clusters Score -143181.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -143182.750000 Penalty: 3397.136963
	Iteration 12Q: 3 clusters Score -143182.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -143182.750000 Penalty: 3397.136963
	Iteration 13F: 3 clusters Score -143182.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45054 members 
Mstep: Class 2 contains 372 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46753 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45451 members 
Mstep: Class 7 contains 1356 members 
Mstep: Class 8 contains 45712 members 
Mstep: Class 9 contains 2758 members 
Mstep: Class 10 contains 44853 members 
Mstep: Class 11 contains 42377 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46117 members 
Mstep: Class 14 contains 31200 members 
Mstep: Class 15 contains 45434 members 
Mstep: Class 16 contains 43907 members 
Mstep: Class 17 contains 43397 members 
Mstep: Class 18 contains 628 members 
Mstep: Class 19 contains 39058 members 
Mstep: Class 20 contains 45288 members 
Mstep: Class 21 contains 45588 members 
Mstep: Class 22 contains 571 members 
Entering Unmasked Estep 
Score: -111201008.000000 Penalty: 72750.632812
Splitting cluster 2 changes total score from -111202648.000000 to -111201008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Entering Unmasked Estep 
Score: -105962.210938 Penalty: 1647.659912
	Iteration 0F: 2 clusters Score -105962.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -104306.320312 Penalty: 3295.319824
	Iteration 0F: 3 clusters Score -104306.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -104919.062500 Penalty: 3295.319824
	Iteration 1F: 3 clusters Score -104919.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -105217.070312 Penalty: 3295.319824
	Iteration 2F: 3 clusters Score -105217.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -105354.718750 Penalty: 3295.319824
	Iteration 3Q: 3 clusters Score -105354.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -105480.226562 Penalty: 3295.319824
	Iteration 4Q: 3 clusters Score -105480.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -105579.593750 Penalty: 3295.319824
	Iteration 5Q: 3 clusters Score -105579.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -105665.437500 Penalty: 3295.319824
	Iteration 6Q: 3 clusters Score -105665.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -105734.218750 Penalty: 3295.319824
	Iteration 7Q: 3 clusters Score -105734.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -105773.812500 Penalty: 3295.319824
	Iteration 8Q: 3 clusters Score -105773.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -105819.390625 Penalty: 3295.319824
	Iteration 9Q: 3 clusters Score -105819.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -105833.421875 Penalty: 3295.319824
	Iteration 10Q: 3 clusters Score -105833.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -105837.789062 Penalty: 3295.319824
	Iteration 11Q: 3 clusters Score -105837.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -105845.718750 Penalty: 3295.319824
	Iteration 12Q: 3 clusters Score -105845.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -105860.429688 Penalty: 3295.319824
	Iteration 13Q: 3 clusters Score -105860.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -105876.000000 Penalty: 3295.319824
	Iteration 14Q: 3 clusters Score -105876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -105883.421875 Penalty: 3295.319824
	Iteration 15Q: 3 clusters Score -105883.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -105885.796875 Penalty: 3295.319824
	Iteration 16Q: 3 clusters Score -105885.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -105888.734375 Penalty: 3295.319824
	Iteration 17F: 3 clusters Score -105888.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -105899.335938 Penalty: 3295.319824
	Iteration 18Q: 3 clusters Score -105899.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -105906.632812 Penalty: 3295.319824
	Iteration 19Q: 3 clusters Score -105906.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -105911.515625 Penalty: 3295.319824
	Iteration 20F: 3 clusters Score -105911.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46753 members 
Entering Unmasked Estep 
Score: -8480851.000000 Penalty: 2666.653320
	Iteration 0F: 2 clusters Score -8480851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -8450462.000000 Penalty: 5333.306641
	Iteration 0F: 3 clusters Score -8450462 nChanged 21483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -8462174.000000 Penalty: 5333.306641
	Iteration 1F: 3 clusters Score -8462174 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 25007 members 
Entering Unmasked Estep 
Score: -8462691.000000 Penalty: 5333.306641
	Iteration 2Q: 3 clusters Score -8462691 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -8463306.000000 Penalty: 5333.306641
	Iteration 3Q: 3 clusters Score -8463306 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -8464092.000000 Penalty: 5333.306641
	Iteration 4Q: 3 clusters Score -8464092 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -8465215.000000 Penalty: 5333.306641
	Iteration 5Q: 3 clusters Score -8465215 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -8466767.000000 Penalty: 5333.306641
	Iteration 6F: 3 clusters Score -8466767 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -8468746.000000 Penalty: 5333.306641
	Iteration 7F: 3 clusters Score -8468746 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -8471007.000000 Penalty: 5333.306641
	Iteration 8F: 3 clusters Score -8471007 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -8473276.000000 Penalty: 5333.306641
	Iteration 9F: 3 clusters Score -8473276 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -8475362.000000 Penalty: 5333.306641
	Iteration 10F: 3 clusters Score -8475362 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 43150 members 
Entering Unmasked Estep 
Score: -8476816.000000 Penalty: 5333.306641
	Iteration 11Q: 3 clusters Score -8476816 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 44373 members 
Entering Unmasked Estep 
Score: -8477587.000000 Penalty: 5333.306641
	Iteration 12Q: 3 clusters Score -8477587 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 45061 members 
Entering Unmasked Estep 
Score: -8477957.000000 Penalty: 5333.306641
	Iteration 13Q: 3 clusters Score -8477957 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
Score: -8478202.000000 Penalty: 5333.306641
	Iteration 14Q: 3 clusters Score -8478202 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 45756 members 
Entering Unmasked Estep 
Score: -8478357.000000 Penalty: 5333.306641
	Iteration 15Q: 3 clusters Score -8478357 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 45931 members 
Entering Unmasked Estep 
Score: -8478454.000000 Penalty: 5333.306641
	Iteration 16Q: 3 clusters Score -8478454 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -8478510.000000 Penalty: 5333.306641
	Iteration 17Q: 3 clusters Score -8478510 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -8478549.000000 Penalty: 5333.306641
	Iteration 18Q: 3 clusters Score -8478549 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 46149 members 
Entering Unmasked Estep 
Score: -8478585.000000 Penalty: 5333.306641
	Iteration 19Q: 3 clusters Score -8478585 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 46186 members 
Entering Unmasked Estep 
Score: -8478634.000000 Penalty: 5333.306641
	Iteration 20F: 3 clusters Score -8478634 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 46223 members 
Entering Unmasked Estep 
Score: -8478675.000000 Penalty: 5333.306641
	Iteration 21Q: 3 clusters Score -8478675 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 46247 members 
Entering Unmasked Estep 
Score: -8478686.000000 Penalty: 5333.306641
	Iteration 22Q: 3 clusters Score -8478686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -8478705.000000 Penalty: 5333.306641
	Iteration 23Q: 3 clusters Score -8478705 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -8478715.000000 Penalty: 5333.306641
	Iteration 24Q: 3 clusters Score -8478715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 46282 members 
Entering Unmasked Estep 
Score: -8478719.000000 Penalty: 5333.306641
	Iteration 25Q: 3 clusters Score -8478719 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 46289 members 
Entering Unmasked Estep 
Score: -8478720.000000 Penalty: 5333.306641
	Iteration 26Q: 3 clusters Score -8478720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 46295 members 
Entering Unmasked Estep 
Score: -8478730.000000 Penalty: 5333.306641
	Iteration 27Q: 3 clusters Score -8478730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 46297 members 
Entering Unmasked Estep 
Score: -8478728.000000 Penalty: 5333.306641
	Iteration 28Q: 3 clusters Score -8478728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 46300 members 
Entering Unmasked Estep 
Score: -8478733.000000 Penalty: 5333.306641
	Iteration 29Q: 3 clusters Score -8478733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -8478731.000000 Penalty: 5333.306641
	Iteration 30Q: 3 clusters Score -8478731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -8478731.000000 Penalty: 5333.306641
	Iteration 31F: 3 clusters Score -8478731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -36811.179688 Penalty: 1512.322510
	Iteration 0F: 2 clusters Score -36811.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -35586.503906 Penalty: 3024.645020
	Iteration 0F: 3 clusters Score -35586.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -35997.890625 Penalty: 3024.645020
	Iteration 1F: 3 clusters Score -35997.89 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -36350.445312 Penalty: 3024.645020
	Iteration 2F: 3 clusters Score -36350.45 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -36470.902344 Penalty: 3024.645020
	Iteration 3F: 3 clusters Score -36470.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -36568.039062 Penalty: 3024.645020
	Iteration 4Q: 3 clusters Score -36568.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -36652.824219 Penalty: 3024.645020
	Iteration 5Q: 3 clusters Score -36652.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -36675.101562 Penalty: 3024.645020
	Iteration 6Q: 3 clusters Score -36675.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -36680.847656 Penalty: 3024.645020
	Iteration 7Q: 3 clusters Score -36680.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -36680.847656 Penalty: 3024.645020
	Iteration 8F: 3 clusters Score -36680.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45451 members 
Entering Unmasked Estep 
Score: -8299276.500000 Penalty: 2659.648682
	Iteration 0F: 2 clusters Score -8299276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -8269633.000000 Penalty: 5319.297363
	Iteration 0F: 3 clusters Score -8269633 nChanged 20902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -8281328.500000 Penalty: 5319.297363
	Iteration 1F: 3 clusters Score -8281328 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -8281969.500000 Penalty: 5319.297363
	Iteration 2Q: 3 clusters Score -8281970 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -8282741.500000 Penalty: 5319.297363
	Iteration 3Q: 3 clusters Score -8282742 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -8283652.000000 Penalty: 5319.297363
	Iteration 4Q: 3 clusters Score -8283652 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 30009 members 
Entering Unmasked Estep 
Score: -8285046.000000 Penalty: 5319.297363
	Iteration 5F: 3 clusters Score -8285046 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -8286915.000000 Penalty: 5319.297363
	Iteration 6F: 3 clusters Score -8286915 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 35985 members 
Entering Unmasked Estep 
Score: -8289457.000000 Penalty: 5319.297363
	Iteration 7F: 3 clusters Score -8289457 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 39196 members 
Entering Unmasked Estep 
Score: -8292234.000000 Penalty: 5319.297363
	Iteration 8F: 3 clusters Score -8292234 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 41843 members 
Entering Unmasked Estep 
Score: -8294667.000000 Penalty: 5319.297363
	Iteration 9F: 3 clusters Score -8294667 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -8295979.000000 Penalty: 5319.297363
	Iteration 10Q: 3 clusters Score -8295979 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 44492 members 
Entering Unmasked Estep 
Score: -8296604.500000 Penalty: 5319.297363
	Iteration 11Q: 3 clusters Score -8296604 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -8296890.500000 Penalty: 5319.297363
	Iteration 12Q: 3 clusters Score -8296890 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -8296981.000000 Penalty: 5319.297363
	Iteration 13Q: 3 clusters Score -8296981 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -8297039.500000 Penalty: 5319.297363
	Iteration 14Q: 3 clusters Score -8297040 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -8297079.500000 Penalty: 5319.297363
	Iteration 15Q: 3 clusters Score -8297080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 45103 members 
Entering Unmasked Estep 
Score: -8297100.500000 Penalty: 5319.297363
	Iteration 16Q: 3 clusters Score -8297100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 45117 members 
Entering Unmasked Estep 
Score: -8297121.500000 Penalty: 5319.297363
	Iteration 17Q: 3 clusters Score -8297122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
Score: -8297126.500000 Penalty: 5319.297363
	Iteration 18Q: 3 clusters Score -8297126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 45129 members 
Entering Unmasked Estep 
Score: -8297140.500000 Penalty: 5319.297363
	Iteration 19Q: 3 clusters Score -8297140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 45131 members 
Entering Unmasked Estep 
Score: -8297139.000000 Penalty: 5319.297363
	Iteration 20F: 3 clusters Score -8297139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 45131 members 
Entering Unmasked Estep 
Score: -8297141.500000 Penalty: 5319.297363
	Iteration 21Q: 3 clusters Score -8297142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
Score: -8297146.000000 Penalty: 5319.297363
	Iteration 22Q: 3 clusters Score -8297146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 45135 members 
Entering Unmasked Estep 
Score: -8297138.500000 Penalty: 5319.297363
	Iteration 23Q: 3 clusters Score -8297138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 45137 members 
Entering Unmasked Estep 
Score: -8297142.000000 Penalty: 5319.297363
	Iteration 24Q: 3 clusters Score -8297142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -8297151.000000 Penalty: 5319.297363
	Iteration 25Q: 3 clusters Score -8297151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 45137 members 
Entering Unmasked Estep 
Score: -8297149.500000 Penalty: 5319.297363
	Iteration 26Q: 3 clusters Score -8297150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 45137 members 
Entering Unmasked Estep 
Score: -8297149.500000 Penalty: 5319.297363
	Iteration 27F: 3 clusters Score -8297150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Entering Unmasked Estep 
Score: -233149.609375 Penalty: 1788.649048
	Iteration 0F: 2 clusters Score -233149.6 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 712 members 
Entering Unmasked Estep 
Score: -230960.359375 Penalty: 3577.298096
	Iteration 0F: 3 clusters Score -230960.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -231325.343750 Penalty: 3577.298096
	Iteration 1F: 3 clusters Score -231325.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -231453.421875 Penalty: 3577.298096
	Iteration 2F: 3 clusters Score -231453.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -231507.750000 Penalty: 3577.298096
	Iteration 3Q: 3 clusters Score -231507.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -231532.968750 Penalty: 3577.298096
	Iteration 4Q: 3 clusters Score -231533 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -231556.609375 Penalty: 3577.298096
	Iteration 5Q: 3 clusters Score -231556.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -231575.046875 Penalty: 3577.298096
	Iteration 6Q: 3 clusters Score -231575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -231591.140625 Penalty: 3577.298096
	Iteration 7Q: 3 clusters Score -231591.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -231610.359375 Penalty: 3577.298096
	Iteration 8Q: 3 clusters Score -231610.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -231624.578125 Penalty: 3577.298096
	Iteration 9Q: 3 clusters Score -231624.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -231637.906250 Penalty: 3577.298096
	Iteration 10Q: 3 clusters Score -231637.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -231663.390625 Penalty: 3577.298096
	Iteration 11Q: 3 clusters Score -231663.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -231691.828125 Penalty: 3577.298096
	Iteration 12Q: 3 clusters Score -231691.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -231711.890625 Penalty: 3577.298096
	Iteration 13Q: 3 clusters Score -231711.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -231733.187500 Penalty: 3577.298096
	Iteration 14Q: 3 clusters Score -231733.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -231749.328125 Penalty: 3577.298096
	Iteration 15Q: 3 clusters Score -231749.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -231779.328125 Penalty: 3577.298096
	Iteration 16Q: 3 clusters Score -231779.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -231807.625000 Penalty: 3577.298096
	Iteration 17Q: 3 clusters Score -231807.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -231859.359375 Penalty: 3577.298096
	Iteration 18Q: 3 clusters Score -231859.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -231900.765625 Penalty: 3577.298096
	Iteration 19Q: 3 clusters Score -231900.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -231927.765625 Penalty: 3577.298096
	Iteration 20F: 3 clusters Score -231927.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -231952.187500 Penalty: 3577.298096
	Iteration 21Q: 3 clusters Score -231952.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -231973.000000 Penalty: 3577.298096
	Iteration 22Q: 3 clusters Score -231973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -231998.265625 Penalty: 3577.298096
	Iteration 23Q: 3 clusters Score -231998.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -232035.640625 Penalty: 3577.298096
	Iteration 24Q: 3 clusters Score -232035.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -232089.156250 Penalty: 3577.298096
	Iteration 25Q: 3 clusters Score -232089.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -232166.765625 Penalty: 3577.298096
	Iteration 26Q: 3 clusters Score -232166.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -232305.437500 Penalty: 3577.298096
	Iteration 27Q: 3 clusters Score -232305.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -232467.703125 Penalty: 3577.298096
	Iteration 28Q: 3 clusters Score -232467.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -232654.750000 Penalty: 3577.298096
	Iteration 29Q: 3 clusters Score -232654.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -232811.500000 Penalty: 3577.298096
	Iteration 30Q: 3 clusters Score -232811.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -233007.156250 Penalty: 3577.298096
	Iteration 31Q: 3 clusters Score -233007.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -233207.328125 Penalty: 3577.298096
	Iteration 32Q: 3 clusters Score -233207.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -233457.171875 Penalty: 3577.298096
	Iteration 33Q: 3 clusters Score -233457.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -233587.250000 Penalty: 3577.298096
	Iteration 34Q: 3 clusters Score -233587.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -233635.156250 Penalty: 3577.298096
	Iteration 35Q: 3 clusters Score -233635.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -233660.671875 Penalty: 3577.298096
	Iteration 36Q: 3 clusters Score -233660.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -233698.687500 Penalty: 3577.298096
	Iteration 37Q: 3 clusters Score -233698.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -233715.093750 Penalty: 3577.298096
	Iteration 38Q: 3 clusters Score -233715.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -233737.125000 Penalty: 3577.298096
	Iteration 39Q: 3 clusters Score -233737.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -233778.265625 Penalty: 3577.298096
	Iteration 40F: 3 clusters Score -233778.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -233843.187500 Penalty: 3577.298096
	Iteration 41Q: 3 clusters Score -233843.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -233851.078125 Penalty: 3577.298096
	Iteration 42Q: 3 clusters Score -233851.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -233854.468750 Penalty: 3577.298096
	Iteration 43Q: 3 clusters Score -233854.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -233856.203125 Penalty: 3577.298096
	Iteration 44Q: 3 clusters Score -233856.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -233856.203125 Penalty: 3577.298096
	Iteration 45F: 3 clusters Score -233856.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45054 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46753 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45451 members 
Mstep: Class 7 contains 549 members 
Mstep: Class 8 contains 45712 members 
Mstep: Class 9 contains 2758 members 
Mstep: Class 10 contains 44853 members 
Mstep: Class 11 contains 42377 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46117 members 
Mstep: Class 14 contains 31200 members 
Mstep: Class 15 contains 45434 members 
Mstep: Class 16 contains 43907 members 
Mstep: Class 17 contains 43397 members 
Mstep: Class 18 contains 628 members 
Mstep: Class 19 contains 39058 members 
Mstep: Class 20 contains 45288 members 
Mstep: Class 21 contains 45588 members 
Mstep: Class 22 contains 807 members 
Entering Unmasked Estep 
Score: -111201776.000000 Penalty: 72750.632812
Splitting cluster 7 changes total score from -111202648.000000 to -111201776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (45712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45712 members 
Entering Unmasked Estep 
Score: -8490372.000000 Penalty: 2661.068848
	Iteration 0F: 2 clusters Score -8490372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
Score: -8461428.000000 Penalty: 5322.137695
	Iteration 0F: 3 clusters Score -8461428 nChanged 21078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -8473032.000000 Penalty: 5322.137695
	Iteration 1F: 3 clusters Score -8473032 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -8473671.000000 Penalty: 5322.137695
	Iteration 2Q: 3 clusters Score -8473671 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -8474456.000000 Penalty: 5322.137695
	Iteration 3Q: 3 clusters Score -8474456 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28294 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -8475534.000000 Penalty: 5322.137695
	Iteration 4Q: 3 clusters Score -8475534 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30734 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -8477093.000000 Penalty: 5322.137695
	Iteration 5F: 3 clusters Score -8477093 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -8479166.000000 Penalty: 5322.137695
	Iteration 6F: 3 clusters Score -8479166 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -8481616.000000 Penalty: 5322.137695
	Iteration 7F: 3 clusters Score -8481616 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -8483888.000000 Penalty: 5322.137695
	Iteration 8F: 3 clusters Score -8483888 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -8485989.000000 Penalty: 5322.137695
	Iteration 9Q: 3 clusters Score -8485989 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43262 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -8487140.000000 Penalty: 5322.137695
	Iteration 10Q: 3 clusters Score -8487140 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44312 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -8487676.000000 Penalty: 5322.137695
	Iteration 11Q: 3 clusters Score -8487676 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44869 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -8487865.000000 Penalty: 5322.137695
	Iteration 12Q: 3 clusters Score -8487865 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -8487981.000000 Penalty: 5322.137695
	Iteration 13Q: 3 clusters Score -8487981 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45258 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -8488059.000000 Penalty: 5322.137695
	Iteration 14Q: 3 clusters Score -8488059 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45319 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -8488113.000000 Penalty: 5322.137695
	Iteration 15Q: 3 clusters Score -8488113 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45358 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -8488136.000000 Penalty: 5322.137695
	Iteration 16Q: 3 clusters Score -8488136 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8488146.000000 Penalty: 5322.137695
	Iteration 17Q: 3 clusters Score -8488146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45397 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8488158.000000 Penalty: 5322.137695
	Iteration 18Q: 3 clusters Score -8488158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45406 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8488165.000000 Penalty: 5322.137695
	Iteration 19Q: 3 clusters Score -8488165 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8488186.000000 Penalty: 5322.137695
	Iteration 20F: 3 clusters Score -8488186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45415 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8488201.000000 Penalty: 5322.137695
	Iteration 21Q: 3 clusters Score -8488201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45421 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8488207.000000 Penalty: 5322.137695
	Iteration 22Q: 3 clusters Score -8488207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45420 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8488214.000000 Penalty: 5322.137695
	Iteration 23Q: 3 clusters Score -8488214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45420 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8488219.000000 Penalty: 5322.137695
	Iteration 24Q: 3 clusters Score -8488219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45423 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -8488229.000000 Penalty: 5322.137695
	Iteration 25Q: 3 clusters Score -8488229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45424 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -8488235.000000 Penalty: 5322.137695
	Iteration 26Q: 3 clusters Score -8488235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -8488227.000000 Penalty: 5322.137695
	Iteration 27Q: 3 clusters Score -8488227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45429 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8488223.000000 Penalty: 5322.137695
	Iteration 28Q: 3 clusters Score -8488223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45430 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -8488224.000000 Penalty: 5322.137695
	Iteration 29Q: 3 clusters Score -8488224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45430 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -8488224.000000 Penalty: 5322.137695
	Iteration 30F: 3 clusters Score -8488224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Entering Unmasked Estep 
Score: -461971.718750 Penalty: 1964.720825
	Iteration 0F: 2 clusters Score -461971.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -459029.375000 Penalty: 3929.441650
	Iteration 0F: 3 clusters Score -459029.4 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -460426.718750 Penalty: 3929.441650
	Iteration 1F: 3 clusters Score -460426.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -461103.687500 Penalty: 3929.441650
	Iteration 2F: 3 clusters Score -461103.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -461458.062500 Penalty: 3929.441650
	Iteration 3F: 3 clusters Score -461458.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -461643.656250 Penalty: 3929.441650
	Iteration 4Q: 3 clusters Score -461643.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -461776.718750 Penalty: 3929.441650
	Iteration 5Q: 3 clusters Score -461776.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -461867.000000 Penalty: 3929.441650
	Iteration 6Q: 3 clusters Score -461867 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -461916.937500 Penalty: 3929.441650
	Iteration 7Q: 3 clusters Score -461916.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -461956.562500 Penalty: 3929.441650
	Iteration 8Q: 3 clusters Score -461956.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -461992.125000 Penalty: 3929.441650
	Iteration 9Q: 3 clusters Score -461992.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -462014.687500 Penalty: 3929.441650
	Iteration 10Q: 3 clusters Score -462014.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -462028.437500 Penalty: 3929.441650
	Iteration 11Q: 3 clusters Score -462028.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -462037.468750 Penalty: 3929.441650
	Iteration 12Q: 3 clusters Score -462037.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -462044.218750 Penalty: 3929.441650
	Iteration 13Q: 3 clusters Score -462044.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -462049.937500 Penalty: 3929.441650
	Iteration 14Q: 3 clusters Score -462049.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -462055.156250 Penalty: 3929.441650
	Iteration 15Q: 3 clusters Score -462055.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -462059.750000 Penalty: 3929.441650
	Iteration 16Q: 3 clusters Score -462059.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -462062.593750 Penalty: 3929.441650
	Iteration 17Q: 3 clusters Score -462062.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -462064.718750 Penalty: 3929.441650
	Iteration 18Q: 3 clusters Score -462064.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -462064.718750 Penalty: 3929.441650
	Iteration 19F: 3 clusters Score -462064.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45054 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46753 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45451 members 
Mstep: Class 7 contains 1356 members 
Mstep: Class 8 contains 45712 members 
Mstep: Class 9 contains 868 members 
Mstep: Class 10 contains 44853 members 
Mstep: Class 11 contains 42377 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46117 members 
Mstep: Class 14 contains 31200 members 
Mstep: Class 15 contains 45434 members 
Mstep: Class 16 contains 43907 members 
Mstep: Class 17 contains 43397 members 
Mstep: Class 18 contains 628 members 
Mstep: Class 19 contains 39058 members 
Mstep: Class 20 contains 45288 members 
Mstep: Class 21 contains 45588 members 
Mstep: Class 22 contains 1890 members 
Entering Unmasked Estep 
Score: -111201208.000000 Penalty: 72750.632812
Splitting cluster 9 changes total score from -111202648.000000 to -111201208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (44853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44853 members 
Entering Unmasked Estep 
Score: -8339273.500000 Penalty: 2656.364014
	Iteration 0F: 2 clusters Score -8339274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -8311468.000000 Penalty: 5312.728027
	Iteration 0F: 3 clusters Score -8311468 nChanged 20510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -8322762.000000 Penalty: 5312.728027
	Iteration 1F: 3 clusters Score -8322762 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -8323219.000000 Penalty: 5312.728027
	Iteration 2Q: 3 clusters Score -8323219 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -8323719.000000 Penalty: 5312.728027
	Iteration 3Q: 3 clusters Score -8323719 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -8324319.500000 Penalty: 5312.728027
	Iteration 4Q: 3 clusters Score -8324320 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -8325151.500000 Penalty: 5312.728027
	Iteration 5Q: 3 clusters Score -8325152 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -8326202.000000 Penalty: 5312.728027
	Iteration 6Q: 3 clusters Score -8326202 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -8327764.000000 Penalty: 5312.728027
	Iteration 7F: 3 clusters Score -8327764 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -8329822.500000 Penalty: 5312.728027
	Iteration 8F: 3 clusters Score -8329822 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -8332035.500000 Penalty: 5312.728027
	Iteration 9F: 3 clusters Score -8332036 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -8333879.000000 Penalty: 5312.728027
	Iteration 10F: 3 clusters Score -8333879 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -8335080.000000 Penalty: 5312.728027
	Iteration 11Q: 3 clusters Score -8335080 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 38593 members 
Entering Unmasked Estep 
Score: -8335857.000000 Penalty: 5312.728027
	Iteration 12Q: 3 clusters Score -8335857 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -8336380.000000 Penalty: 5312.728027
	Iteration 13Q: 3 clusters Score -8336380 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 40878 members 
Entering Unmasked Estep 
Score: -8336746.500000 Penalty: 5312.728027
	Iteration 14Q: 3 clusters Score -8336746 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 41858 members 
Entering Unmasked Estep 
Score: -8336969.000000 Penalty: 5312.728027
	Iteration 15Q: 3 clusters Score -8336969 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 42639 members 
Entering Unmasked Estep 
Score: -8337115.500000 Penalty: 5312.728027
	Iteration 16Q: 3 clusters Score -8337116 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 43303 members 
Entering Unmasked Estep 
Score: -8337187.500000 Penalty: 5312.728027
	Iteration 17Q: 3 clusters Score -8337188 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 43810 members 
Entering Unmasked Estep 
Score: -8337224.000000 Penalty: 5312.728027
	Iteration 18Q: 3 clusters Score -8337224 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -8337236.000000 Penalty: 5312.728027
	Iteration 19Q: 3 clusters Score -8337236 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 44343 members 
Entering Unmasked Estep 
Score: -8337205.500000 Penalty: 5312.728027
	Iteration 20F: 3 clusters Score -8337206 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -8337225.500000 Penalty: 5312.728027
	Iteration 21Q: 3 clusters Score -8337226 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -8337225.000000 Penalty: 5312.728027
	Iteration 22Q: 3 clusters Score -8337225 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 44524 members 
Entering Unmasked Estep 
Score: -8337240.000000 Penalty: 5312.728027
	Iteration 23Q: 3 clusters Score -8337240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 44545 members 
Entering Unmasked Estep 
Score: -8337231.000000 Penalty: 5312.728027
	Iteration 24Q: 3 clusters Score -8337231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 44550 members 
Entering Unmasked Estep 
Score: -8337236.500000 Penalty: 5312.728027
	Iteration 25Q: 3 clusters Score -8337236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -8337232.000000 Penalty: 5312.728027
	Iteration 26Q: 3 clusters Score -8337232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 44558 members 
Entering Unmasked Estep 
Score: -8337231.500000 Penalty: 5312.728027
	Iteration 27Q: 3 clusters Score -8337232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 44561 members 
Entering Unmasked Estep 
Score: -8337229.000000 Penalty: 5312.728027
	Iteration 28Q: 3 clusters Score -8337229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 44561 members 
Entering Unmasked Estep 
Score: -8337229.000000 Penalty: 5312.728027
	Iteration 29F: 3 clusters Score -8337229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42377 members 
Entering Unmasked Estep 
Score: -7753655.500000 Penalty: 2642.281494
	Iteration 0F: 2 clusters Score -7753656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 21347 members 
Entering Unmasked Estep 
Score: -7725062.000000 Penalty: 5284.562988
	Iteration 0F: 3 clusters Score -7725062 nChanged 19486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -7735880.000000 Penalty: 5284.562988
	Iteration 1F: 3 clusters Score -7735880 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -7736612.000000 Penalty: 5284.562988
	Iteration 2Q: 3 clusters Score -7736612 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -7737583.000000 Penalty: 5284.562988
	Iteration 3F: 3 clusters Score -7737583 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -7739009.500000 Penalty: 5284.562988
	Iteration 4F: 3 clusters Score -7739010 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -7741159.500000 Penalty: 5284.562988
	Iteration 5F: 3 clusters Score -7741160 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -7743940.000000 Penalty: 5284.562988
	Iteration 6F: 3 clusters Score -7743940 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -7746956.500000 Penalty: 5284.562988
	Iteration 7F: 3 clusters Score -7746956 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 35601 members 
Entering Unmasked Estep 
Score: -7749380.000000 Penalty: 5284.562988
	Iteration 8F: 3 clusters Score -7749380 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -7750561.500000 Penalty: 5284.562988
	Iteration 9Q: 3 clusters Score -7750562 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -7751106.000000 Penalty: 5284.562988
	Iteration 10Q: 3 clusters Score -7751106 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -7751332.500000 Penalty: 5284.562988
	Iteration 11Q: 3 clusters Score -7751332 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -7751482.500000 Penalty: 5284.562988
	Iteration 12Q: 3 clusters Score -7751482 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -7751564.000000 Penalty: 5284.562988
	Iteration 13Q: 3 clusters Score -7751564 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -7751622.000000 Penalty: 5284.562988
	Iteration 14Q: 3 clusters Score -7751622 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -7751666.500000 Penalty: 5284.562988
	Iteration 15Q: 3 clusters Score -7751666 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 38647 members 
Entering Unmasked Estep 
Score: -7751705.500000 Penalty: 5284.562988
	Iteration 16Q: 3 clusters Score -7751706 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
Score: -7751745.500000 Penalty: 5284.562988
	Iteration 17Q: 3 clusters Score -7751746 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -7751765.000000 Penalty: 5284.562988
	Iteration 18Q: 3 clusters Score -7751765 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -7751778.000000 Penalty: 5284.562988
	Iteration 19Q: 3 clusters Score -7751778 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
Score: -7751801.500000 Penalty: 5284.562988
	Iteration 20F: 3 clusters Score -7751802 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -7751806.000000 Penalty: 5284.562988
	Iteration 21Q: 3 clusters Score -7751806 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -7751817.500000 Penalty: 5284.562988
	Iteration 22Q: 3 clusters Score -7751818 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -7751847.500000 Penalty: 5284.562988
	Iteration 23Q: 3 clusters Score -7751848 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -7751855.000000 Penalty: 5284.562988
	Iteration 24Q: 3 clusters Score -7751855 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 39468 members 
Entering Unmasked Estep 
Score: -7751864.000000 Penalty: 5284.562988
	Iteration 25Q: 3 clusters Score -7751864 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -7751870.000000 Penalty: 5284.562988
	Iteration 26Q: 3 clusters Score -7751870 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -7751877.500000 Penalty: 5284.562988
	Iteration 27Q: 3 clusters Score -7751878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -7751885.000000 Penalty: 5284.562988
	Iteration 28Q: 3 clusters Score -7751885 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -7751878.000000 Penalty: 5284.562988
	Iteration 29Q: 3 clusters Score -7751878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -7751878.500000 Penalty: 5284.562988
	Iteration 30Q: 3 clusters Score -7751878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -7751879.000000 Penalty: 5284.562988
	Iteration 31Q: 3 clusters Score -7751879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -7751877.500000 Penalty: 5284.562988
	Iteration 32Q: 3 clusters Score -7751878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -7751880.000000 Penalty: 5284.562988
	Iteration 33Q: 3 clusters Score -7751880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -7751883.500000 Penalty: 5284.562988
	Iteration 34Q: 3 clusters Score -7751884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -7751886.000000 Penalty: 5284.562988
	Iteration 35Q: 3 clusters Score -7751886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -7751877.000000 Penalty: 5284.562988
	Iteration 36Q: 3 clusters Score -7751877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -7751883.500000 Penalty: 5284.562988
	Iteration 37Q: 3 clusters Score -7751884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -7751889.500000 Penalty: 5284.562988
	Iteration 38Q: 3 clusters Score -7751890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -7751883.000000 Penalty: 5284.562988
	Iteration 39Q: 3 clusters Score -7751883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -7751879.000000 Penalty: 5284.562988
	Iteration 40F: 3 clusters Score -7751879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 39773 members 
Entering Unmasked Estep 
Score: -7751884.000000 Penalty: 5284.562988
	Iteration 41Q: 3 clusters Score -7751884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -7751883.500000 Penalty: 5284.562988
	Iteration 42Q: 3 clusters Score -7751884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
Score: -7751872.500000 Penalty: 5284.562988
	Iteration 43Q: 3 clusters Score -7751872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 39790 members 
Entering Unmasked Estep 
Score: -7751872.500000 Penalty: 5284.562988
	Iteration 44Q: 3 clusters Score -7751872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -7751873.500000 Penalty: 5284.562988
	Iteration 45Q: 3 clusters Score -7751874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -7751868.000000 Penalty: 5284.562988
	Iteration 46Q: 3 clusters Score -7751868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -7751864.500000 Penalty: 5284.562988
	Iteration 47Q: 3 clusters Score -7751864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 39805 members 
Entering Unmasked Estep 
Score: -7751870.500000 Penalty: 5284.562988
	Iteration 48Q: 3 clusters Score -7751870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -7751875.500000 Penalty: 5284.562988
	Iteration 49Q: 3 clusters Score -7751876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
Score: -7751874.000000 Penalty: 5284.562988
	Iteration 50Q: 3 clusters Score -7751874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -7751867.500000 Penalty: 5284.562988
	Iteration 51Q: 3 clusters Score -7751868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -7751859.000000 Penalty: 5284.562988
	Iteration 52Q: 3 clusters Score -7751859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -7751863.500000 Penalty: 5284.562988
	Iteration 53Q: 3 clusters Score -7751864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -7751865.000000 Penalty: 5284.562988
	Iteration 54Q: 3 clusters Score -7751865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -7751872.500000 Penalty: 5284.562988
	Iteration 55Q: 3 clusters Score -7751872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 39844 members 
Entering Unmasked Estep 
Score: -7751858.000000 Penalty: 5284.562988
	Iteration 56Q: 3 clusters Score -7751858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -7751855.500000 Penalty: 5284.562988
	Iteration 57Q: 3 clusters Score -7751856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 39846 members 
Entering Unmasked Estep 
Score: -7751855.500000 Penalty: 5284.562988
	Iteration 58F: 3 clusters Score -7751856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -88868.484375 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -88868.48 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 390 members 
Entering Unmasked Estep 
Score: -87267.679688 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -87267.68 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -87726.359375 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -87726.36 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -87967.843750 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -87967.84 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -88197.960938 Penalty: 3292.729736
	Iteration 3F: 3 clusters Score -88197.96 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -88462.953125 Penalty: 3292.729736
	Iteration 4F: 3 clusters Score -88462.95 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -88602.476562 Penalty: 3292.729736
	Iteration 5F: 3 clusters Score -88602.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -88679.203125 Penalty: 3292.729736
	Iteration 6Q: 3 clusters Score -88679.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -88777.328125 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -88777.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -88854.148438 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -88854.15 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -88908.281250 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -88908.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -88938.945312 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -88938.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -88947.132812 Penalty: 3292.729736
	Iteration 11Q: 3 clusters Score -88947.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -88962.726562 Penalty: 3292.729736
	Iteration 12Q: 3 clusters Score -88962.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -88978.945312 Penalty: 3292.729736
	Iteration 13Q: 3 clusters Score -88978.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -88982.460938 Penalty: 3292.729736
	Iteration 14Q: 3 clusters Score -88982.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -88982.460938 Penalty: 3292.729736
	Iteration 15F: 3 clusters Score -88982.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45054 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46753 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45451 members 
Mstep: Class 7 contains 1356 members 
Mstep: Class 8 contains 45712 members 
Mstep: Class 9 contains 2758 members 
Mstep: Class 10 contains 44853 members 
Mstep: Class 11 contains 42377 members 
Mstep: Class 12 contains 328 members 
Mstep: Class 13 contains 46117 members 
Mstep: Class 14 contains 31200 members 
Mstep: Class 15 contains 45434 members 
Mstep: Class 16 contains 43907 members 
Mstep: Class 17 contains 43397 members 
Mstep: Class 18 contains 628 members 
Mstep: Class 19 contains 39058 members 
Mstep: Class 20 contains 45288 members 
Mstep: Class 21 contains 45588 members 
Mstep: Class 22 contains 436 members 
Entering Unmasked Estep 
Score: -111201024.000000 Penalty: 72750.632812
Splitting cluster 12 changes total score from -111202648.000000 to -111201024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (46117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46117 members 
Entering Unmasked Estep 
Score: -8470619.000000 Penalty: 2663.256348
	Iteration 0F: 2 clusters Score -8470619 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -8442781.000000 Penalty: 5326.512695
	Iteration 0F: 3 clusters Score -8442781 nChanged 21173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -8454348.000000 Penalty: 5326.512695
	Iteration 1F: 3 clusters Score -8454348 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -8454813.000000 Penalty: 5326.512695
	Iteration 2Q: 3 clusters Score -8454813 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -8455268.000000 Penalty: 5326.512695
	Iteration 3Q: 3 clusters Score -8455268 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -8455690.000000 Penalty: 5326.512695
	Iteration 4Q: 3 clusters Score -8455690 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -8456153.000000 Penalty: 5326.512695
	Iteration 5Q: 3 clusters Score -8456153 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -8456728.000000 Penalty: 5326.512695
	Iteration 6Q: 3 clusters Score -8456728 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -8457493.000000 Penalty: 5326.512695
	Iteration 7Q: 3 clusters Score -8457493 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -8458444.000000 Penalty: 5326.512695
	Iteration 8Q: 3 clusters Score -8458444 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -8459673.000000 Penalty: 5326.512695
	Iteration 9Q: 3 clusters Score -8459673 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -8461347.000000 Penalty: 5326.512695
	Iteration 10F: 3 clusters Score -8461347 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -8463199.000000 Penalty: 5326.512695
	Iteration 11F: 3 clusters Score -8463199 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -8464855.000000 Penalty: 5326.512695
	Iteration 12F: 3 clusters Score -8464855 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -8465817.000000 Penalty: 5326.512695
	Iteration 13Q: 3 clusters Score -8465817 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -8466288.000000 Penalty: 5326.512695
	Iteration 14Q: 3 clusters Score -8466288 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -8466639.000000 Penalty: 5326.512695
	Iteration 15Q: 3 clusters Score -8466639 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -8466970.000000 Penalty: 5326.512695
	Iteration 16Q: 3 clusters Score -8466970 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -8467325.000000 Penalty: 5326.512695
	Iteration 17Q: 3 clusters Score -8467325 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -8467600.000000 Penalty: 5326.512695
	Iteration 18Q: 3 clusters Score -8467600 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -8467867.000000 Penalty: 5326.512695
	Iteration 19Q: 3 clusters Score -8467867 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -8468112.000000 Penalty: 5326.512695
	Iteration 20F: 3 clusters Score -8468112 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -8468355.000000 Penalty: 5326.512695
	Iteration 21Q: 3 clusters Score -8468355 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -8468550.000000 Penalty: 5326.512695
	Iteration 22Q: 3 clusters Score -8468550 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -8468801.000000 Penalty: 5326.512695
	Iteration 23Q: 3 clusters Score -8468801 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -8469027.000000 Penalty: 5326.512695
	Iteration 24Q: 3 clusters Score -8469027 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -8469215.000000 Penalty: 5326.512695
	Iteration 25Q: 3 clusters Score -8469215 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -8469406.000000 Penalty: 5326.512695
	Iteration 26Q: 3 clusters Score -8469406 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -8469556.000000 Penalty: 5326.512695
	Iteration 27Q: 3 clusters Score -8469556 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 37709 members 
Entering Unmasked Estep 
Score: -8469742.000000 Penalty: 5326.512695
	Iteration 28Q: 3 clusters Score -8469742 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -8469870.000000 Penalty: 5326.512695
	Iteration 29Q: 3 clusters Score -8469870 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -8469942.000000 Penalty: 5326.512695
	Iteration 30Q: 3 clusters Score -8469942 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -8470084.000000 Penalty: 5326.512695
	Iteration 31Q: 3 clusters Score -8470084 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -8470197.000000 Penalty: 5326.512695
	Iteration 32Q: 3 clusters Score -8470197 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -8470272.000000 Penalty: 5326.512695
	Iteration 33Q: 3 clusters Score -8470272 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -8470307.000000 Penalty: 5326.512695
	Iteration 34Q: 3 clusters Score -8470307 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
Score: -8470337.000000 Penalty: 5326.512695
	Iteration 35Q: 3 clusters Score -8470337 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -8470383.000000 Penalty: 5326.512695
	Iteration 36Q: 3 clusters Score -8470383 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -8470410.000000 Penalty: 5326.512695
	Iteration 37Q: 3 clusters Score -8470410 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 43127 members 
Entering Unmasked Estep 
Score: -8470324.000000 Penalty: 5326.512695
	Iteration 38Q: 3 clusters Score -8470324 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 43475 members 
Entering Unmasked Estep 
Score: -8470241.000000 Penalty: 5326.512695
	Iteration 39Q: 3 clusters Score -8470241 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -8470193.000000 Penalty: 5326.512695
	Iteration 40F: 3 clusters Score -8470193 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 44039 members 
Entering Unmasked Estep 
Score: -8470060.000000 Penalty: 5326.512695
	Iteration 41Q: 3 clusters Score -8470060 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -8469964.000000 Penalty: 5326.512695
	Iteration 42Q: 3 clusters Score -8469964 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -8469846.000000 Penalty: 5326.512695
	Iteration 43Q: 3 clusters Score -8469846 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 44699 members 
Entering Unmasked Estep 
Score: -8469757.000000 Penalty: 5326.512695
	Iteration 44Q: 3 clusters Score -8469757 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -8469676.000000 Penalty: 5326.512695
	Iteration 45Q: 3 clusters Score -8469676 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 44975 members 
Entering Unmasked Estep 
Score: -8469590.000000 Penalty: 5326.512695
	Iteration 46Q: 3 clusters Score -8469590 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 45060 members 
Entering Unmasked Estep 
Score: -8469557.000000 Penalty: 5326.512695
	Iteration 47Q: 3 clusters Score -8469557 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 45130 members 
Entering Unmasked Estep 
Score: -8469516.000000 Penalty: 5326.512695
	Iteration 48Q: 3 clusters Score -8469516 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -8469489.000000 Penalty: 5326.512695
	Iteration 49Q: 3 clusters Score -8469489 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 45216 members 
Entering Unmasked Estep 
Score: -8469471.000000 Penalty: 5326.512695
	Iteration 50Q: 3 clusters Score -8469471 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 45246 members 
Entering Unmasked Estep 
Score: -8469446.000000 Penalty: 5326.512695
	Iteration 51Q: 3 clusters Score -8469446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 45269 members 
Entering Unmasked Estep 
Score: -8469424.000000 Penalty: 5326.512695
	Iteration 52Q: 3 clusters Score -8469424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 45285 members 
Entering Unmasked Estep 
Score: -8469428.000000 Penalty: 5326.512695
	Iteration 53Q: 3 clusters Score -8469428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 45296 members 
Entering Unmasked Estep 
Score: -8469411.000000 Penalty: 5326.512695
	Iteration 54Q: 3 clusters Score -8469411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 45307 members 
Entering Unmasked Estep 
Score: -8469401.000000 Penalty: 5326.512695
	Iteration 55Q: 3 clusters Score -8469401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 45312 members 
Entering Unmasked Estep 
Score: -8469407.000000 Penalty: 5326.512695
	Iteration 56Q: 3 clusters Score -8469407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
Score: -8469395.000000 Penalty: 5326.512695
	Iteration 57Q: 3 clusters Score -8469395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 45322 members 
Entering Unmasked Estep 
Score: -8469391.000000 Penalty: 5326.512695
	Iteration 58Q: 3 clusters Score -8469391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 45323 members 
Entering Unmasked Estep 
Score: -8469382.000000 Penalty: 5326.512695
	Iteration 59Q: 3 clusters Score -8469382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 45326 members 
Entering Unmasked Estep 
Score: -8469379.000000 Penalty: 5326.512695
	Iteration 60F: 3 clusters Score -8469379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 45327 members 
Entering Unmasked Estep 
Score: -8469374.000000 Penalty: 5326.512695
	Iteration 61Q: 3 clusters Score -8469374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 45327 members 
Entering Unmasked Estep 
Score: -8469374.000000 Penalty: 5326.512695
	Iteration 62F: 3 clusters Score -8469374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (31200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Entering Unmasked Estep 
Score: -5545655.000000 Penalty: 2566.346924
	Iteration 0F: 2 clusters Score -5545655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -5524195.500000 Penalty: 5132.693848
	Iteration 0F: 3 clusters Score -5524196 nChanged 14095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -5531579.500000 Penalty: 5132.693848
	Iteration 1F: 3 clusters Score -5531580 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -5531965.000000 Penalty: 5132.693848
	Iteration 2Q: 3 clusters Score -5531965 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -5532331.000000 Penalty: 5132.693848
	Iteration 3Q: 3 clusters Score -5532331 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -5532707.500000 Penalty: 5132.693848
	Iteration 4Q: 3 clusters Score -5532708 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -5533084.000000 Penalty: 5132.693848
	Iteration 5Q: 3 clusters Score -5533084 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -5533609.500000 Penalty: 5132.693848
	Iteration 6Q: 3 clusters Score -5533610 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -5534201.500000 Penalty: 5132.693848
	Iteration 7Q: 3 clusters Score -5534202 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -5535077.500000 Penalty: 5132.693848
	Iteration 8F: 3 clusters Score -5535078 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -5536329.500000 Penalty: 5132.693848
	Iteration 9F: 3 clusters Score -5536330 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -5538247.500000 Penalty: 5132.693848
	Iteration 10F: 3 clusters Score -5538248 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -5540285.000000 Penalty: 5132.693848
	Iteration 11F: 3 clusters Score -5540285 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -5541931.000000 Penalty: 5132.693848
	Iteration 12F: 3 clusters Score -5541931 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 30251 members 
Entering Unmasked Estep 
Score: -5542764.000000 Penalty: 5132.693848
	Iteration 13Q: 3 clusters Score -5542764 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -5543137.000000 Penalty: 5132.693848
	Iteration 14Q: 3 clusters Score -5543137 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -5543296.500000 Penalty: 5132.693848
	Iteration 15Q: 3 clusters Score -5543296 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -5543364.500000 Penalty: 5132.693848
	Iteration 16Q: 3 clusters Score -5543364 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -5543411.000000 Penalty: 5132.693848
	Iteration 17Q: 3 clusters Score -5543411 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -5543434.500000 Penalty: 5132.693848
	Iteration 18Q: 3 clusters Score -5543434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -5543446.000000 Penalty: 5132.693848
	Iteration 19Q: 3 clusters Score -5543446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -5543460.000000 Penalty: 5132.693848
	Iteration 20F: 3 clusters Score -5543460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -5543460.500000 Penalty: 5132.693848
	Iteration 21Q: 3 clusters Score -5543460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 30889 members 
Entering Unmasked Estep 
Score: -5543469.500000 Penalty: 5132.693848
	Iteration 22Q: 3 clusters Score -5543470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -5543475.000000 Penalty: 5132.693848
	Iteration 23Q: 3 clusters Score -5543475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -5543470.500000 Penalty: 5132.693848
	Iteration 24Q: 3 clusters Score -5543470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -5543473.000000 Penalty: 5132.693848
	Iteration 25Q: 3 clusters Score -5543473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -5543477.500000 Penalty: 5132.693848
	Iteration 26Q: 3 clusters Score -5543478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -5543486.000000 Penalty: 5132.693848
	Iteration 27Q: 3 clusters Score -5543486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -5543486.000000 Penalty: 5132.693848
	Iteration 28F: 3 clusters Score -5543486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (45434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45434 members 
Entering Unmasked Estep 
Score: -8281168.500000 Penalty: 2659.555908
	Iteration 0F: 2 clusters Score -8281168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -8251736.000000 Penalty: 5319.111816
	Iteration 0F: 3 clusters Score -8251736 nChanged 20743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -8263203.500000 Penalty: 5319.111816
	Iteration 1F: 3 clusters Score -8263204 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -8263719.000000 Penalty: 5319.111816
	Iteration 2Q: 3 clusters Score -8263719 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25404 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -8264214.000000 Penalty: 5319.111816
	Iteration 3Q: 3 clusters Score -8264214 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -8264947.000000 Penalty: 5319.111816
	Iteration 4Q: 3 clusters Score -8264947 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -8265894.000000 Penalty: 5319.111816
	Iteration 5Q: 3 clusters Score -8265894 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -8267359.500000 Penalty: 5319.111816
	Iteration 6F: 3 clusters Score -8267360 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -8269564.500000 Penalty: 5319.111816
	Iteration 7F: 3 clusters Score -8269564 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -8272256.500000 Penalty: 5319.111816
	Iteration 8F: 3 clusters Score -8272256 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39452 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -8274816.000000 Penalty: 5319.111816
	Iteration 9F: 3 clusters Score -8274816 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -8276508.500000 Penalty: 5319.111816
	Iteration 10Q: 3 clusters Score -8276508 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -8277629.500000 Penalty: 5319.111816
	Iteration 11Q: 3 clusters Score -8277630 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -8278176.500000 Penalty: 5319.111816
	Iteration 12Q: 3 clusters Score -8278176 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -8278496.000000 Penalty: 5319.111816
	Iteration 13Q: 3 clusters Score -8278496 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44381 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8278701.500000 Penalty: 5319.111816
	Iteration 14Q: 3 clusters Score -8278702 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44586 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -8278802.500000 Penalty: 5319.111816
	Iteration 15Q: 3 clusters Score -8278802 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -8278889.000000 Penalty: 5319.111816
	Iteration 16Q: 3 clusters Score -8278889 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44782 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8278919.500000 Penalty: 5319.111816
	Iteration 17Q: 3 clusters Score -8278920 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44829 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -8278943.000000 Penalty: 5319.111816
	Iteration 18Q: 3 clusters Score -8278943 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -8278972.000000 Penalty: 5319.111816
	Iteration 19Q: 3 clusters Score -8278972 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -8278986.000000 Penalty: 5319.111816
	Iteration 20F: 3 clusters Score -8278986 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -8278996.000000 Penalty: 5319.111816
	Iteration 21Q: 3 clusters Score -8278996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44919 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -8279002.500000 Penalty: 5319.111816
	Iteration 22Q: 3 clusters Score -8279002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44932 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8279023.500000 Penalty: 5319.111816
	Iteration 23Q: 3 clusters Score -8279024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44939 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8279032.500000 Penalty: 5319.111816
	Iteration 24Q: 3 clusters Score -8279032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44946 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8279032.500000 Penalty: 5319.111816
	Iteration 25Q: 3 clusters Score -8279032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8279038.000000 Penalty: 5319.111816
	Iteration 26Q: 3 clusters Score -8279038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -8279044.000000 Penalty: 5319.111816
	Iteration 27Q: 3 clusters Score -8279044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8279048.000000 Penalty: 5319.111816
	Iteration 28Q: 3 clusters Score -8279048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -8279040.500000 Penalty: 5319.111816
	Iteration 29Q: 3 clusters Score -8279040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8279049.500000 Penalty: 5319.111816
	Iteration 30Q: 3 clusters Score -8279050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8279049.500000 Penalty: 5319.111816
	Iteration 31F: 3 clusters Score -8279050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (43907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Entering Unmasked Estep 
Score: -8007153.000000 Penalty: 2651.077637
	Iteration 0F: 2 clusters Score -8007153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -7977948.500000 Penalty: 5302.155273
	Iteration 0F: 3 clusters Score -7977948 nChanged 20130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -7988904.500000 Penalty: 5302.155273
	Iteration 1F: 3 clusters Score -7988904 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -7989482.000000 Penalty: 5302.155273
	Iteration 2Q: 3 clusters Score -7989482 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -7990024.000000 Penalty: 5302.155273
	Iteration 3Q: 3 clusters Score -7990024 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -7990659.000000 Penalty: 5302.155273
	Iteration 4Q: 3 clusters Score -7990659 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -7991405.500000 Penalty: 5302.155273
	Iteration 5Q: 3 clusters Score -7991406 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -7992411.500000 Penalty: 5302.155273
	Iteration 6Q: 3 clusters Score -7992412 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -7993674.500000 Penalty: 5302.155273
	Iteration 7Q: 3 clusters Score -7993674 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -7995136.500000 Penalty: 5302.155273
	Iteration 8Q: 3 clusters Score -7995136 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -7996563.000000 Penalty: 5302.155273
	Iteration 9Q: 3 clusters Score -7996563 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -7997937.500000 Penalty: 5302.155273
	Iteration 10Q: 3 clusters Score -7997938 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -7999010.500000 Penalty: 5302.155273
	Iteration 11Q: 3 clusters Score -7999010 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -7999965.000000 Penalty: 5302.155273
	Iteration 12Q: 3 clusters Score -7999965 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35346 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -8000802.500000 Penalty: 5302.155273
	Iteration 13Q: 3 clusters Score -8000802 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -8001444.000000 Penalty: 5302.155273
	Iteration 14Q: 3 clusters Score -8001444 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -8002022.000000 Penalty: 5302.155273
	Iteration 15Q: 3 clusters Score -8002022 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -8002553.500000 Penalty: 5302.155273
	Iteration 16Q: 3 clusters Score -8002554 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -8003037.000000 Penalty: 5302.155273
	Iteration 17Q: 3 clusters Score -8003037 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -8003469.500000 Penalty: 5302.155273
	Iteration 18Q: 3 clusters Score -8003470 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -8003805.500000 Penalty: 5302.155273
	Iteration 19Q: 3 clusters Score -8003806 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -8004069.000000 Penalty: 5302.155273
	Iteration 20F: 3 clusters Score -8004069 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41626 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -8004320.000000 Penalty: 5302.155273
	Iteration 21Q: 3 clusters Score -8004320 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -8004478.500000 Penalty: 5302.155273
	Iteration 22Q: 3 clusters Score -8004478 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -8004592.500000 Penalty: 5302.155273
	Iteration 23Q: 3 clusters Score -8004592 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42402 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -8004692.500000 Penalty: 5302.155273
	Iteration 24Q: 3 clusters Score -8004692 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -8004784.500000 Penalty: 5302.155273
	Iteration 25Q: 3 clusters Score -8004784 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -8004839.000000 Penalty: 5302.155273
	Iteration 26Q: 3 clusters Score -8004839 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42744 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -8004884.500000 Penalty: 5302.155273
	Iteration 27Q: 3 clusters Score -8004884 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -8004921.000000 Penalty: 5302.155273
	Iteration 28Q: 3 clusters Score -8004921 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -8004937.000000 Penalty: 5302.155273
	Iteration 29Q: 3 clusters Score -8004937 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -8004966.500000 Penalty: 5302.155273
	Iteration 30Q: 3 clusters Score -8004966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -8004966.000000 Penalty: 5302.155273
	Iteration 31Q: 3 clusters Score -8004966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -8004987.500000 Penalty: 5302.155273
	Iteration 32Q: 3 clusters Score -8004988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42957 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -8005000.500000 Penalty: 5302.155273
	Iteration 33Q: 3 clusters Score -8005000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -8005009.500000 Penalty: 5302.155273
	Iteration 34Q: 3 clusters Score -8005010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42989 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -8005015.000000 Penalty: 5302.155273
	Iteration 35Q: 3 clusters Score -8005015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -8005023.000000 Penalty: 5302.155273
	Iteration 36Q: 3 clusters Score -8005023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -8005031.000000 Penalty: 5302.155273
	Iteration 37Q: 3 clusters Score -8005031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43012 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8005033.500000 Penalty: 5302.155273
	Iteration 38Q: 3 clusters Score -8005034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43019 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -8005036.000000 Penalty: 5302.155273
	Iteration 39Q: 3 clusters Score -8005036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -8005038.500000 Penalty: 5302.155273
	Iteration 40F: 3 clusters Score -8005038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43027 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -8005035.000000 Penalty: 5302.155273
	Iteration 41Q: 3 clusters Score -8005035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43028 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -8005034.500000 Penalty: 5302.155273
	Iteration 42Q: 3 clusters Score -8005034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -8005031.500000 Penalty: 5302.155273
	Iteration 43Q: 3 clusters Score -8005032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43034 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8005036.500000 Penalty: 5302.155273
	Iteration 44Q: 3 clusters Score -8005036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43040 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -8005040.000000 Penalty: 5302.155273
	Iteration 45Q: 3 clusters Score -8005040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43042 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -8005045.500000 Penalty: 5302.155273
	Iteration 46Q: 3 clusters Score -8005046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43046 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -8005045.500000 Penalty: 5302.155273
	Iteration 47Q: 3 clusters Score -8005046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43051 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -8005053.500000 Penalty: 5302.155273
	Iteration 48Q: 3 clusters Score -8005054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43051 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -8005059.500000 Penalty: 5302.155273
	Iteration 49Q: 3 clusters Score -8005060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -8005053.500000 Penalty: 5302.155273
	Iteration 50Q: 3 clusters Score -8005054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -8005051.000000 Penalty: 5302.155273
	Iteration 51Q: 3 clusters Score -8005051 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -8005053.500000 Penalty: 5302.155273
	Iteration 52Q: 3 clusters Score -8005054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43079 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -8005066.500000 Penalty: 5302.155273
	Iteration 53Q: 3 clusters Score -8005066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43087 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8005073.500000 Penalty: 5302.155273
	Iteration 54Q: 3 clusters Score -8005074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43092 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -8005076.500000 Penalty: 5302.155273
	Iteration 55Q: 3 clusters Score -8005076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43094 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8005081.000000 Penalty: 5302.155273
	Iteration 56Q: 3 clusters Score -8005081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8005080.500000 Penalty: 5302.155273
	Iteration 57Q: 3 clusters Score -8005080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43096 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8005086.500000 Penalty: 5302.155273
	Iteration 58Q: 3 clusters Score -8005086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -8005085.000000 Penalty: 5302.155273
	Iteration 59Q: 3 clusters Score -8005085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8005086.000000 Penalty: 5302.155273
	Iteration 60F: 3 clusters Score -8005086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -8005089.000000 Penalty: 5302.155273
	Iteration 61Q: 3 clusters Score -8005089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43112 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -8005095.500000 Penalty: 5302.155273
	Iteration 62Q: 3 clusters Score -8005096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43117 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8005104.500000 Penalty: 5302.155273
	Iteration 63Q: 3 clusters Score -8005104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43120 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8005105.500000 Penalty: 5302.155273
	Iteration 64Q: 3 clusters Score -8005106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43122 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -8005102.500000 Penalty: 5302.155273
	Iteration 65Q: 3 clusters Score -8005102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -8005102.500000 Penalty: 5302.155273
	Iteration 66Q: 3 clusters Score -8005102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -8005106.500000 Penalty: 5302.155273
	Iteration 67Q: 3 clusters Score -8005106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -8005106.500000 Penalty: 5302.155273
	Iteration 68Q: 3 clusters Score -8005106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -8005105.500000 Penalty: 5302.155273
	Iteration 69Q: 3 clusters Score -8005106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43132 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -8005107.500000 Penalty: 5302.155273
	Iteration 70Q: 3 clusters Score -8005108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -8005107.500000 Penalty: 5302.155273
	Iteration 71Q: 3 clusters Score -8005108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -8005107.500000 Penalty: 5302.155273
	Iteration 72F: 3 clusters Score -8005108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Entering Unmasked Estep 
Score: -7933421.000000 Penalty: 2648.180176
	Iteration 0F: 2 clusters Score -7933421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -7904504.000000 Penalty: 5296.360352
	Iteration 0F: 3 clusters Score -7904504 nChanged 19824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -7915992.000000 Penalty: 5296.360352
	Iteration 1F: 3 clusters Score -7915992 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -7916682.500000 Penalty: 5296.360352
	Iteration 2Q: 3 clusters Score -7916682 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -7917602.000000 Penalty: 5296.360352
	Iteration 3Q: 3 clusters Score -7917602 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -7918944.000000 Penalty: 5296.360352
	Iteration 4F: 3 clusters Score -7918944 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29436 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -7920829.500000 Penalty: 5296.360352
	Iteration 5F: 3 clusters Score -7920830 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32103 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -7923197.000000 Penalty: 5296.360352
	Iteration 6F: 3 clusters Score -7923197 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -7925933.500000 Penalty: 5296.360352
	Iteration 7F: 3 clusters Score -7925934 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -7928311.000000 Penalty: 5296.360352
	Iteration 8F: 3 clusters Score -7928311 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -7930015.500000 Penalty: 5296.360352
	Iteration 9Q: 3 clusters Score -7930016 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -7930950.500000 Penalty: 5296.360352
	Iteration 10Q: 3 clusters Score -7930950 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -7931435.500000 Penalty: 5296.360352
	Iteration 11Q: 3 clusters Score -7931436 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -7931698.000000 Penalty: 5296.360352
	Iteration 12Q: 3 clusters Score -7931698 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -7931849.000000 Penalty: 5296.360352
	Iteration 13Q: 3 clusters Score -7931849 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -7931953.500000 Penalty: 5296.360352
	Iteration 14Q: 3 clusters Score -7931954 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -7932029.500000 Penalty: 5296.360352
	Iteration 15Q: 3 clusters Score -7932030 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40722 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -7932088.500000 Penalty: 5296.360352
	Iteration 16Q: 3 clusters Score -7932088 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -7932127.500000 Penalty: 5296.360352
	Iteration 17Q: 3 clusters Score -7932128 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -7932151.000000 Penalty: 5296.360352
	Iteration 18Q: 3 clusters Score -7932151 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -7932165.000000 Penalty: 5296.360352
	Iteration 19Q: 3 clusters Score -7932165 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -7932183.500000 Penalty: 5296.360352
	Iteration 20F: 3 clusters Score -7932184 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40994 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -7932181.500000 Penalty: 5296.360352
	Iteration 21Q: 3 clusters Score -7932182 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -7932176.500000 Penalty: 5296.360352
	Iteration 22Q: 3 clusters Score -7932176 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -7932176.000000 Penalty: 5296.360352
	Iteration 23Q: 3 clusters Score -7932176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -7932181.500000 Penalty: 5296.360352
	Iteration 24Q: 3 clusters Score -7932182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -7932196.500000 Penalty: 5296.360352
	Iteration 25Q: 3 clusters Score -7932196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -7932192.000000 Penalty: 5296.360352
	Iteration 26Q: 3 clusters Score -7932192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -7932196.000000 Penalty: 5296.360352
	Iteration 27Q: 3 clusters Score -7932196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -7932207.500000 Penalty: 5296.360352
	Iteration 28Q: 3 clusters Score -7932208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -7932202.000000 Penalty: 5296.360352
	Iteration 29Q: 3 clusters Score -7932202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -7932210.000000 Penalty: 5296.360352
	Iteration 30Q: 3 clusters Score -7932210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41122 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -7932209.000000 Penalty: 5296.360352
	Iteration 31Q: 3 clusters Score -7932209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -7932206.500000 Penalty: 5296.360352
	Iteration 32Q: 3 clusters Score -7932206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41128 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -7932218.500000 Penalty: 5296.360352
	Iteration 33Q: 3 clusters Score -7932218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -7932218.000000 Penalty: 5296.360352
	Iteration 34Q: 3 clusters Score -7932218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -7932205.500000 Penalty: 5296.360352
	Iteration 35Q: 3 clusters Score -7932206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -7932203.500000 Penalty: 5296.360352
	Iteration 36Q: 3 clusters Score -7932204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41151 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -7932202.000000 Penalty: 5296.360352
	Iteration 37Q: 3 clusters Score -7932202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -7932209.500000 Penalty: 5296.360352
	Iteration 38Q: 3 clusters Score -7932210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -7932207.000000 Penalty: 5296.360352
	Iteration 39Q: 3 clusters Score -7932207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -7932207.000000 Penalty: 5296.360352
	Iteration 40F: 3 clusters Score -7932207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -7932206.500000 Penalty: 5296.360352
	Iteration 41Q: 3 clusters Score -7932206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -7932211.500000 Penalty: 5296.360352
	Iteration 42Q: 3 clusters Score -7932212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -7932207.000000 Penalty: 5296.360352
	Iteration 43Q: 3 clusters Score -7932207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -7932210.500000 Penalty: 5296.360352
	Iteration 44Q: 3 clusters Score -7932210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -7932213.000000 Penalty: 5296.360352
	Iteration 45Q: 3 clusters Score -7932213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -7932211.500000 Penalty: 5296.360352
	Iteration 46Q: 3 clusters Score -7932212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -7932206.500000 Penalty: 5296.360352
	Iteration 47Q: 3 clusters Score -7932206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41176 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -7932210.500000 Penalty: 5296.360352
	Iteration 48Q: 3 clusters Score -7932210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -7932204.000000 Penalty: 5296.360352
	Iteration 49Q: 3 clusters Score -7932204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41183 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -7932208.000000 Penalty: 5296.360352
	Iteration 50Q: 3 clusters Score -7932208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -7932204.500000 Penalty: 5296.360352
	Iteration 51Q: 3 clusters Score -7932204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41188 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -7932201.000000 Penalty: 5296.360352
	Iteration 52Q: 3 clusters Score -7932201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -7932203.500000 Penalty: 5296.360352
	Iteration 53Q: 3 clusters Score -7932204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41192 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -7932208.000000 Penalty: 5296.360352
	Iteration 54Q: 3 clusters Score -7932208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41194 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -7932209.500000 Penalty: 5296.360352
	Iteration 55Q: 3 clusters Score -7932210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -7932208.000000 Penalty: 5296.360352
	Iteration 56Q: 3 clusters Score -7932208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -7932205.000000 Penalty: 5296.360352
	Iteration 57Q: 3 clusters Score -7932205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41204 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -7932205.500000 Penalty: 5296.360352
	Iteration 58Q: 3 clusters Score -7932206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -7932206.000000 Penalty: 5296.360352
	Iteration 59Q: 3 clusters Score -7932206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -7932206.500000 Penalty: 5296.360352
	Iteration 60F: 3 clusters Score -7932206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -7932202.000000 Penalty: 5296.360352
	Iteration 61Q: 3 clusters Score -7932202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -7932204.500000 Penalty: 5296.360352
	Iteration 62Q: 3 clusters Score -7932204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -7932207.500000 Penalty: 5296.360352
	Iteration 63Q: 3 clusters Score -7932208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -7932207.500000 Penalty: 5296.360352
	Iteration 64F: 3 clusters Score -7932208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Entering Unmasked Estep 
Score: -106078.023438 Penalty: 1597.750000
	Iteration 0F: 2 clusters Score -106078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -104470.203125 Penalty: 3195.500000
	Iteration 0F: 3 clusters Score -104470.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -104817.093750 Penalty: 3195.500000
	Iteration 1F: 3 clusters Score -104817.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -104996.890625 Penalty: 3195.500000
	Iteration 2F: 3 clusters Score -104996.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -105095.359375 Penalty: 3195.500000
	Iteration 3F: 3 clusters Score -105095.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -105121.937500 Penalty: 3195.500000
	Iteration 4Q: 3 clusters Score -105121.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -105125.242188 Penalty: 3195.500000
	Iteration 5Q: 3 clusters Score -105125.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -105130.429688 Penalty: 3195.500000
	Iteration 6Q: 3 clusters Score -105130.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -105132.382812 Penalty: 3195.500000
	Iteration 7Q: 3 clusters Score -105132.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -105133.265625 Penalty: 3195.500000
	Iteration 8Q: 3 clusters Score -105133.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -105133.875000 Penalty: 3195.500000
	Iteration 9Q: 3 clusters Score -105133.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -105137.765625 Penalty: 3195.500000
	Iteration 10Q: 3 clusters Score -105137.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -105138.578125 Penalty: 3195.500000
	Iteration 11Q: 3 clusters Score -105138.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -105138.578125 Penalty: 3195.500000
	Iteration 12F: 3 clusters Score -105138.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (39058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Entering Unmasked Estep 
Score: -7167141.000000 Penalty: 2622.054932
	Iteration 0F: 2 clusters Score -7167141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -7140819.000000 Penalty: 5244.109863
	Iteration 0F: 3 clusters Score -7140819 nChanged 17751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -7150314.000000 Penalty: 5244.109863
	Iteration 1F: 3 clusters Score -7150314 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -7150745.000000 Penalty: 5244.109863
	Iteration 2Q: 3 clusters Score -7150745 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -7151061.500000 Penalty: 5244.109863
	Iteration 3Q: 3 clusters Score -7151062 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -7151315.000000 Penalty: 5244.109863
	Iteration 4Q: 3 clusters Score -7151315 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -7151556.500000 Penalty: 5244.109863
	Iteration 5Q: 3 clusters Score -7151556 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -7151824.000000 Penalty: 5244.109863
	Iteration 6Q: 3 clusters Score -7151824 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -7152258.500000 Penalty: 5244.109863
	Iteration 7Q: 3 clusters Score -7152258 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -7152793.000000 Penalty: 5244.109863
	Iteration 8Q: 3 clusters Score -7152793 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -7153407.500000 Penalty: 5244.109863
	Iteration 9Q: 3 clusters Score -7153408 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -7154133.500000 Penalty: 5244.109863
	Iteration 10Q: 3 clusters Score -7154134 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -7155072.500000 Penalty: 5244.109863
	Iteration 11Q: 3 clusters Score -7155072 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -7156058.500000 Penalty: 5244.109863
	Iteration 12Q: 3 clusters Score -7156058 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -7157105.000000 Penalty: 5244.109863
	Iteration 13Q: 3 clusters Score -7157105 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -7158143.000000 Penalty: 5244.109863
	Iteration 14Q: 3 clusters Score -7158143 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -7158939.500000 Penalty: 5244.109863
	Iteration 15Q: 3 clusters Score -7158940 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -7159592.000000 Penalty: 5244.109863
	Iteration 16Q: 3 clusters Score -7159592 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -7159988.500000 Penalty: 5244.109863
	Iteration 17Q: 3 clusters Score -7159988 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -7160236.000000 Penalty: 5244.109863
	Iteration 18Q: 3 clusters Score -7160236 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -7160415.000000 Penalty: 5244.109863
	Iteration 19Q: 3 clusters Score -7160415 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -7160544.500000 Penalty: 5244.109863
	Iteration 20F: 3 clusters Score -7160544 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -7160636.500000 Penalty: 5244.109863
	Iteration 21Q: 3 clusters Score -7160636 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -7160709.000000 Penalty: 5244.109863
	Iteration 22Q: 3 clusters Score -7160709 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27688 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -7160795.500000 Penalty: 5244.109863
	Iteration 23Q: 3 clusters Score -7160796 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -7160864.000000 Penalty: 5244.109863
	Iteration 24Q: 3 clusters Score -7160864 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -7160936.000000 Penalty: 5244.109863
	Iteration 25Q: 3 clusters Score -7160936 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -7160996.500000 Penalty: 5244.109863
	Iteration 26Q: 3 clusters Score -7160996 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -7161047.500000 Penalty: 5244.109863
	Iteration 27Q: 3 clusters Score -7161048 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29118 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -7161128.000000 Penalty: 5244.109863
	Iteration 28Q: 3 clusters Score -7161128 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -7161222.500000 Penalty: 5244.109863
	Iteration 29Q: 3 clusters Score -7161222 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -7161317.000000 Penalty: 5244.109863
	Iteration 30Q: 3 clusters Score -7161317 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -7161415.500000 Penalty: 5244.109863
	Iteration 31Q: 3 clusters Score -7161416 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -7161507.500000 Penalty: 5244.109863
	Iteration 32Q: 3 clusters Score -7161508 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -7161597.500000 Penalty: 5244.109863
	Iteration 33Q: 3 clusters Score -7161598 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -7161737.500000 Penalty: 5244.109863
	Iteration 34Q: 3 clusters Score -7161738 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -7161857.000000 Penalty: 5244.109863
	Iteration 35Q: 3 clusters Score -7161857 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -7161954.000000 Penalty: 5244.109863
	Iteration 36Q: 3 clusters Score -7161954 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32584 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -7162105.000000 Penalty: 5244.109863
	Iteration 37Q: 3 clusters Score -7162105 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -7162250.500000 Penalty: 5244.109863
	Iteration 38Q: 3 clusters Score -7162250 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -7162413.500000 Penalty: 5244.109863
	Iteration 39Q: 3 clusters Score -7162414 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -7162599.000000 Penalty: 5244.109863
	Iteration 40F: 3 clusters Score -7162599 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -7162793.000000 Penalty: 5244.109863
	Iteration 41Q: 3 clusters Score -7162793 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34832 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -7163009.500000 Penalty: 5244.109863
	Iteration 42Q: 3 clusters Score -7163010 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -7163150.500000 Penalty: 5244.109863
	Iteration 43Q: 3 clusters Score -7163150 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -7163346.000000 Penalty: 5244.109863
	Iteration 44Q: 3 clusters Score -7163346 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -7163501.500000 Penalty: 5244.109863
	Iteration 45Q: 3 clusters Score -7163502 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36368 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -7163656.500000 Penalty: 5244.109863
	Iteration 46Q: 3 clusters Score -7163656 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -7163837.500000 Penalty: 5244.109863
	Iteration 47Q: 3 clusters Score -7163838 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -7164000.500000 Penalty: 5244.109863
	Iteration 48Q: 3 clusters Score -7164000 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -7164150.500000 Penalty: 5244.109863
	Iteration 49Q: 3 clusters Score -7164150 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -7164290.000000 Penalty: 5244.109863
	Iteration 50Q: 3 clusters Score -7164290 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -7164366.000000 Penalty: 5244.109863
	Iteration 51Q: 3 clusters Score -7164366 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -7164440.000000 Penalty: 5244.109863
	Iteration 52Q: 3 clusters Score -7164440 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -7164503.000000 Penalty: 5244.109863
	Iteration 53Q: 3 clusters Score -7164503 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -7164550.000000 Penalty: 5244.109863
	Iteration 54Q: 3 clusters Score -7164550 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -7164608.500000 Penalty: 5244.109863
	Iteration 55Q: 3 clusters Score -7164608 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -7164650.500000 Penalty: 5244.109863
	Iteration 56Q: 3 clusters Score -7164650 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -7164699.500000 Penalty: 5244.109863
	Iteration 57Q: 3 clusters Score -7164700 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -7164731.000000 Penalty: 5244.109863
	Iteration 58Q: 3 clusters Score -7164731 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7164762.000000 Penalty: 5244.109863
	Iteration 59Q: 3 clusters Score -7164762 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -7164773.000000 Penalty: 5244.109863
	Iteration 60F: 3 clusters Score -7164773 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38306 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -7164797.000000 Penalty: 5244.109863
	Iteration 61Q: 3 clusters Score -7164797 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -7164818.000000 Penalty: 5244.109863
	Iteration 62Q: 3 clusters Score -7164818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -7164835.000000 Penalty: 5244.109863
	Iteration 63Q: 3 clusters Score -7164835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -7164840.500000 Penalty: 5244.109863
	Iteration 64Q: 3 clusters Score -7164840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -7164848.500000 Penalty: 5244.109863
	Iteration 65Q: 3 clusters Score -7164848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38367 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -7164851.000000 Penalty: 5244.109863
	Iteration 66Q: 3 clusters Score -7164851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -7164852.000000 Penalty: 5244.109863
	Iteration 67Q: 3 clusters Score -7164852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -7164848.000000 Penalty: 5244.109863
	Iteration 68Q: 3 clusters Score -7164848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -7164848.000000 Penalty: 5244.109863
	Iteration 69F: 3 clusters Score -7164848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (45288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Entering Unmasked Estep 
Score: -8324288.500000 Penalty: 2658.757812
	Iteration 0F: 2 clusters Score -8324288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -8295255.000000 Penalty: 5317.515625
	Iteration 0F: 3 clusters Score -8295255 nChanged 20805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -8306657.500000 Penalty: 5317.515625
	Iteration 1F: 3 clusters Score -8306658 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -8307299.000000 Penalty: 5317.515625
	Iteration 2Q: 3 clusters Score -8307299 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -8308068.500000 Penalty: 5317.515625
	Iteration 3Q: 3 clusters Score -8308068 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -8309205.500000 Penalty: 5317.515625
	Iteration 4F: 3 clusters Score -8309206 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -8310730.000000 Penalty: 5317.515625
	Iteration 5F: 3 clusters Score -8310730 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -8312871.500000 Penalty: 5317.515625
	Iteration 6F: 3 clusters Score -8312872 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -8315373.000000 Penalty: 5317.515625
	Iteration 7F: 3 clusters Score -8315373 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -8317862.500000 Penalty: 5317.515625
	Iteration 8F: 3 clusters Score -8317862 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39183 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -8320017.000000 Penalty: 5317.515625
	Iteration 9Q: 3 clusters Score -8320017 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -8321378.000000 Penalty: 5317.515625
	Iteration 10Q: 3 clusters Score -8321378 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -8322093.000000 Penalty: 5317.515625
	Iteration 11Q: 3 clusters Score -8322093 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41128 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -8322403.500000 Penalty: 5317.515625
	Iteration 12Q: 3 clusters Score -8322404 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -8322558.000000 Penalty: 5317.515625
	Iteration 13Q: 3 clusters Score -8322558 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -8322645.500000 Penalty: 5317.515625
	Iteration 14Q: 3 clusters Score -8322646 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -8322728.000000 Penalty: 5317.515625
	Iteration 15Q: 3 clusters Score -8322728 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42185 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -8322769.500000 Penalty: 5317.515625
	Iteration 16Q: 3 clusters Score -8322770 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -8322804.500000 Penalty: 5317.515625
	Iteration 17Q: 3 clusters Score -8322804 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -8322834.000000 Penalty: 5317.515625
	Iteration 18Q: 3 clusters Score -8322834 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -8322816.500000 Penalty: 5317.515625
	Iteration 19Q: 3 clusters Score -8322816 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43017 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -8322826.500000 Penalty: 5317.515625
	Iteration 20F: 3 clusters Score -8322826 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -8322824.500000 Penalty: 5317.515625
	Iteration 21Q: 3 clusters Score -8322824 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -8322831.500000 Penalty: 5317.515625
	Iteration 22Q: 3 clusters Score -8322832 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43486 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -8322823.000000 Penalty: 5317.515625
	Iteration 23Q: 3 clusters Score -8322823 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43599 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -8322818.000000 Penalty: 5317.515625
	Iteration 24Q: 3 clusters Score -8322818 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -8322808.500000 Penalty: 5317.515625
	Iteration 25Q: 3 clusters Score -8322808 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43791 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -8322781.500000 Penalty: 5317.515625
	Iteration 26Q: 3 clusters Score -8322782 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43868 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -8322786.500000 Penalty: 5317.515625
	Iteration 27Q: 3 clusters Score -8322786 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43927 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -8322780.000000 Penalty: 5317.515625
	Iteration 28Q: 3 clusters Score -8322780 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -8322767.500000 Penalty: 5317.515625
	Iteration 29Q: 3 clusters Score -8322768 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -8322748.000000 Penalty: 5317.515625
	Iteration 30Q: 3 clusters Score -8322748 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44090 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -8322753.000000 Penalty: 5317.515625
	Iteration 31Q: 3 clusters Score -8322753 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -8322741.500000 Penalty: 5317.515625
	Iteration 32Q: 3 clusters Score -8322742 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44184 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -8322747.000000 Penalty: 5317.515625
	Iteration 33Q: 3 clusters Score -8322747 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44226 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -8322740.500000 Penalty: 5317.515625
	Iteration 34Q: 3 clusters Score -8322740 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44258 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -8322731.500000 Penalty: 5317.515625
	Iteration 35Q: 3 clusters Score -8322732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -8322736.000000 Penalty: 5317.515625
	Iteration 36Q: 3 clusters Score -8322736 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44293 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -8322725.500000 Penalty: 5317.515625
	Iteration 37Q: 3 clusters Score -8322726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44311 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -8322716.000000 Penalty: 5317.515625
	Iteration 38Q: 3 clusters Score -8322716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -8322717.000000 Penalty: 5317.515625
	Iteration 39Q: 3 clusters Score -8322717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -8322719.000000 Penalty: 5317.515625
	Iteration 40F: 3 clusters Score -8322719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44348 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -8322728.000000 Penalty: 5317.515625
	Iteration 41Q: 3 clusters Score -8322728 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44360 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -8322725.500000 Penalty: 5317.515625
	Iteration 42Q: 3 clusters Score -8322726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44368 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -8322725.000000 Penalty: 5317.515625
	Iteration 43Q: 3 clusters Score -8322725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -8322710.000000 Penalty: 5317.515625
	Iteration 44Q: 3 clusters Score -8322710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44388 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -8322705.500000 Penalty: 5317.515625
	Iteration 45Q: 3 clusters Score -8322706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -8322704.000000 Penalty: 5317.515625
	Iteration 46Q: 3 clusters Score -8322704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44406 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -8322711.000000 Penalty: 5317.515625
	Iteration 47Q: 3 clusters Score -8322711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -8322715.500000 Penalty: 5317.515625
	Iteration 48Q: 3 clusters Score -8322716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -8322706.000000 Penalty: 5317.515625
	Iteration 49Q: 3 clusters Score -8322706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44434 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -8322701.500000 Penalty: 5317.515625
	Iteration 50Q: 3 clusters Score -8322702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44446 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -8322701.500000 Penalty: 5317.515625
	Iteration 51Q: 3 clusters Score -8322702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44454 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -8322700.500000 Penalty: 5317.515625
	Iteration 52Q: 3 clusters Score -8322700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -8322698.500000 Penalty: 5317.515625
	Iteration 53Q: 3 clusters Score -8322698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44472 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8322687.000000 Penalty: 5317.515625
	Iteration 54Q: 3 clusters Score -8322687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44485 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -8322684.000000 Penalty: 5317.515625
	Iteration 55Q: 3 clusters Score -8322684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -8322693.500000 Penalty: 5317.515625
	Iteration 56Q: 3 clusters Score -8322694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44502 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8322697.500000 Penalty: 5317.515625
	Iteration 57Q: 3 clusters Score -8322698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44514 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -8322705.000000 Penalty: 5317.515625
	Iteration 58Q: 3 clusters Score -8322705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8322699.000000 Penalty: 5317.515625
	Iteration 59Q: 3 clusters Score -8322699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44530 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -8322696.500000 Penalty: 5317.515625
	Iteration 60F: 3 clusters Score -8322696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44533 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -8322698.500000 Penalty: 5317.515625
	Iteration 61Q: 3 clusters Score -8322698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44536 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -8322693.500000 Penalty: 5317.515625
	Iteration 62Q: 3 clusters Score -8322694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44543 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -8322693.000000 Penalty: 5317.515625
	Iteration 63Q: 3 clusters Score -8322693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8322694.500000 Penalty: 5317.515625
	Iteration 64Q: 3 clusters Score -8322694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44550 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -8322698.000000 Penalty: 5317.515625
	Iteration 65Q: 3 clusters Score -8322698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44552 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -8322703.500000 Penalty: 5317.515625
	Iteration 66Q: 3 clusters Score -8322704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -8322697.500000 Penalty: 5317.515625
	Iteration 67Q: 3 clusters Score -8322698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44554 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8322698.000000 Penalty: 5317.515625
	Iteration 68Q: 3 clusters Score -8322698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44556 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8322693.000000 Penalty: 5317.515625
	Iteration 69Q: 3 clusters Score -8322693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44557 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8322695.500000 Penalty: 5317.515625
	Iteration 70Q: 3 clusters Score -8322696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -8322696.500000 Penalty: 5317.515625
	Iteration 71Q: 3 clusters Score -8322696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44559 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -8322696.500000 Penalty: 5317.515625
	Iteration 72Q: 3 clusters Score -8322696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44559 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -8322696.500000 Penalty: 5317.515625
	Iteration 73F: 3 clusters Score -8322696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45588 members 
Entering Unmasked Estep 
Score: -8353303.500000 Penalty: 2660.395264
	Iteration 0F: 2 clusters Score -8353304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -8323708.500000 Penalty: 5320.790527
	Iteration 0F: 3 clusters Score -8323708 nChanged 20869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -8335557.000000 Penalty: 5320.790527
	Iteration 1F: 3 clusters Score -8335557 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -8336410.500000 Penalty: 5320.790527
	Iteration 2Q: 3 clusters Score -8336410 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -8337443.000000 Penalty: 5320.790527
	Iteration 3Q: 3 clusters Score -8337443 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -8338916.500000 Penalty: 5320.790527
	Iteration 4F: 3 clusters Score -8338916 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -8341013.000000 Penalty: 5320.790527
	Iteration 5F: 3 clusters Score -8341013 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -8343610.000000 Penalty: 5320.790527
	Iteration 6F: 3 clusters Score -8343610 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -8346303.000000 Penalty: 5320.790527
	Iteration 7F: 3 clusters Score -8346303 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41236 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -8348347.500000 Penalty: 5320.790527
	Iteration 8F: 3 clusters Score -8348348 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -8349693.500000 Penalty: 5320.790527
	Iteration 9Q: 3 clusters Score -8349694 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -8350433.000000 Penalty: 5320.790527
	Iteration 10Q: 3 clusters Score -8350433 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -8350833.000000 Penalty: 5320.790527
	Iteration 11Q: 3 clusters Score -8350833 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -8351064.000000 Penalty: 5320.790527
	Iteration 12Q: 3 clusters Score -8351064 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -8351142.500000 Penalty: 5320.790527
	Iteration 13Q: 3 clusters Score -8351142 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -8351181.000000 Penalty: 5320.790527
	Iteration 14Q: 3 clusters Score -8351181 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8351202.000000 Penalty: 5320.790527
	Iteration 15Q: 3 clusters Score -8351202 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44884 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -8351217.000000 Penalty: 5320.790527
	Iteration 16Q: 3 clusters Score -8351217 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44928 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -8351229.000000 Penalty: 5320.790527
	Iteration 17Q: 3 clusters Score -8351229 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44962 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -8351250.000000 Penalty: 5320.790527
	Iteration 18Q: 3 clusters Score -8351250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -8351257.000000 Penalty: 5320.790527
	Iteration 19Q: 3 clusters Score -8351257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44991 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -8351263.000000 Penalty: 5320.790527
	Iteration 20F: 3 clusters Score -8351263 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8351262.500000 Penalty: 5320.790527
	Iteration 21Q: 3 clusters Score -8351262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45004 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8351265.500000 Penalty: 5320.790527
	Iteration 22Q: 3 clusters Score -8351266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45012 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8351259.000000 Penalty: 5320.790527
	Iteration 23Q: 3 clusters Score -8351259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45016 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8351262.000000 Penalty: 5320.790527
	Iteration 24Q: 3 clusters Score -8351262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -8351267.000000 Penalty: 5320.790527
	Iteration 25Q: 3 clusters Score -8351267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -8351271.000000 Penalty: 5320.790527
	Iteration 26Q: 3 clusters Score -8351271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -8351269.000000 Penalty: 5320.790527
	Iteration 27Q: 3 clusters Score -8351269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45036 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -8351265.000000 Penalty: 5320.790527
	Iteration 28Q: 3 clusters Score -8351265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45041 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -8351263.000000 Penalty: 5320.790527
	Iteration 29Q: 3 clusters Score -8351263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8351265.000000 Penalty: 5320.790527
	Iteration 30Q: 3 clusters Score -8351265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45047 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8351271.000000 Penalty: 5320.790527
	Iteration 31Q: 3 clusters Score -8351271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -8351271.500000 Penalty: 5320.790527
	Iteration 32Q: 3 clusters Score -8351272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45055 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8351276.000000 Penalty: 5320.790527
	Iteration 33Q: 3 clusters Score -8351276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45062 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8351285.000000 Penalty: 5320.790527
	Iteration 34Q: 3 clusters Score -8351285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8351277.500000 Penalty: 5320.790527
	Iteration 35Q: 3 clusters Score -8351278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45070 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -8351284.000000 Penalty: 5320.790527
	Iteration 36Q: 3 clusters Score -8351284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45071 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8351280.000000 Penalty: 5320.790527
	Iteration 37Q: 3 clusters Score -8351280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45071 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8351280.000000 Penalty: 5320.790527
	Iteration 38F: 3 clusters Score -8351280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45054 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46753 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45451 members 
Mstep: Class 7 contains 1356 members 
Mstep: Class 8 contains 45712 members 
Mstep: Class 9 contains 2758 members 
Mstep: Class 10 contains 44853 members 
Mstep: Class 11 contains 42377 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46117 members 
Mstep: Class 14 contains 31200 members 
Mstep: Class 15 contains 45434 members 
Mstep: Class 16 contains 43907 members 
Mstep: Class 17 contains 43397 members 
Mstep: Class 18 contains 628 members 
Mstep: Class 19 contains 39058 members 
Mstep: Class 20 contains 45288 members 
Mstep: Class 21 contains 45588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202552.000000 Penalty: 69443.789062
Iteration 279Q: 22 clusters Score -1.112026e+08 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46755 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45507 members 
Mstep: Class 7 contains 1355 members 
Mstep: Class 8 contains 45733 members 
Mstep: Class 9 contains 2758 members 
Mstep: Class 10 contains 44830 members 
Mstep: Class 11 contains 42381 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46134 members 
Mstep: Class 14 contains 31204 members 
Mstep: Class 15 contains 45432 members 
Mstep: Class 16 contains 43893 members 
Mstep: Class 17 contains 43372 members 
Mstep: Class 18 contains 628 members 
Mstep: Class 19 contains 39038 members 
Mstep: Class 20 contains 45271 members 
Mstep: Class 21 contains 45564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202520.000000 Penalty: 69443.789062
Iteration 280F: 22 clusters Score -1.112025e+08 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45084 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46747 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45560 members 
Mstep: Class 7 contains 1355 members 
Mstep: Class 8 contains 45714 members 
Mstep: Class 9 contains 2758 members 
Mstep: Class 10 contains 44823 members 
Mstep: Class 11 contains 42394 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46141 members 
Mstep: Class 14 contains 31197 members 
Mstep: Class 15 contains 45438 members 
Mstep: Class 16 contains 43875 members 
Mstep: Class 17 contains 43387 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 39010 members 
Mstep: Class 20 contains 45258 members 
Mstep: Class 21 contains 45563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202456.000000 Penalty: 69443.789062
Iteration 281Q: 22 clusters Score -1.112025e+08 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45101 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46734 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45614 members 
Mstep: Class 7 contains 1355 members 
Mstep: Class 8 contains 45692 members 
Mstep: Class 9 contains 2758 members 
Mstep: Class 10 contains 44837 members 
Mstep: Class 11 contains 42415 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46140 members 
Mstep: Class 14 contains 31190 members 
Mstep: Class 15 contains 45445 members 
Mstep: Class 16 contains 43868 members 
Mstep: Class 17 contains 43393 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 38998 members 
Mstep: Class 20 contains 45218 members 
Mstep: Class 21 contains 45546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202576.000000 Penalty: 69443.789062
Iteration 282Q: 22 clusters Score -1.112026e+08 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46719 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45648 members 
Mstep: Class 7 contains 1355 members 
Mstep: Class 8 contains 45689 members 
Mstep: Class 9 contains 2758 members 
Mstep: Class 10 contains 44837 members 
Mstep: Class 11 contains 42426 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46147 members 
Mstep: Class 14 contains 31186 members 
Mstep: Class 15 contains 45434 members 
Mstep: Class 16 contains 43871 members 
Mstep: Class 17 contains 43420 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 38991 members 
Mstep: Class 20 contains 45202 members 
Mstep: Class 21 contains 45522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202736.000000 Penalty: 69443.789062
Iteration 283Q: 22 clusters Score -1.112027e+08 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46740 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45682 members 
Mstep: Class 7 contains 1355 members 
Mstep: Class 8 contains 45698 members 
Mstep: Class 9 contains 2758 members 
Mstep: Class 10 contains 44837 members 
Mstep: Class 11 contains 42424 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46143 members 
Mstep: Class 14 contains 31176 members 
Mstep: Class 15 contains 45429 members 
Mstep: Class 16 contains 43847 members 
Mstep: Class 17 contains 43427 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 38985 members 
Mstep: Class 20 contains 45200 members 
Mstep: Class 21 contains 45493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202816.000000 Penalty: 69443.789062
Iteration 284Q: 22 clusters Score -1.112028e+08 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45094 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46758 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45696 members 
Mstep: Class 7 contains 1356 members 
Mstep: Class 8 contains 45735 members 
Mstep: Class 9 contains 2758 members 
Mstep: Class 10 contains 44821 members 
Mstep: Class 11 contains 42429 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46139 members 
Mstep: Class 14 contains 31170 members 
Mstep: Class 15 contains 45419 members 
Mstep: Class 16 contains 43811 members 
Mstep: Class 17 contains 43441 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 38975 members 
Mstep: Class 20 contains 45210 members 
Mstep: Class 21 contains 45492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202456.000000 Penalty: 69443.789062
Iteration 285Q: 22 clusters Score -1.112025e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45078 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46757 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45713 members 
Mstep: Class 7 contains 1356 members 
Mstep: Class 8 contains 45744 members 
Mstep: Class 9 contains 2758 members 
Mstep: Class 10 contains 44831 members 
Mstep: Class 11 contains 42437 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46138 members 
Mstep: Class 14 contains 31170 members 
Mstep: Class 15 contains 45421 members 
Mstep: Class 16 contains 43789 members 
Mstep: Class 17 contains 43474 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 38969 members 
Mstep: Class 20 contains 45205 members 
Mstep: Class 21 contains 45464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202488.000000 Penalty: 69443.789062
Iteration 286Q: 22 clusters Score -1.112025e+08 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46764 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45724 members 
Mstep: Class 7 contains 1356 members 
Mstep: Class 8 contains 45742 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 44844 members 
Mstep: Class 11 contains 42436 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46140 members 
Mstep: Class 14 contains 31165 members 
Mstep: Class 15 contains 45425 members 
Mstep: Class 16 contains 43767 members 
Mstep: Class 17 contains 43487 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 38977 members 
Mstep: Class 20 contains 45202 members 
Mstep: Class 21 contains 45432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202512.000000 Penalty: 69443.789062
Iteration 287Q: 22 clusters Score -1.112025e+08 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46758 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45751 members 
Mstep: Class 7 contains 1356 members 
Mstep: Class 8 contains 45742 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 44834 members 
Mstep: Class 11 contains 42461 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46152 members 
Mstep: Class 14 contains 31163 members 
Mstep: Class 15 contains 45435 members 
Mstep: Class 16 contains 43753 members 
Mstep: Class 17 contains 43480 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 38980 members 
Mstep: Class 20 contains 45199 members 
Mstep: Class 21 contains 45403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202544.000000 Penalty: 69443.789062
Iteration 288Q: 22 clusters Score -1.112025e+08 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45081 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46752 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45765 members 
Mstep: Class 7 contains 1356 members 
Mstep: Class 8 contains 45770 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 44830 members 
Mstep: Class 11 contains 42462 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46155 members 
Mstep: Class 14 contains 31168 members 
Mstep: Class 15 contains 45462 members 
Mstep: Class 16 contains 43744 members 
Mstep: Class 17 contains 43465 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 38974 members 
Mstep: Class 20 contains 45196 members 
Mstep: Class 21 contains 45367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202696.000000 Penalty: 69443.789062
Iteration 289Q: 22 clusters Score -1.112027e+08 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46756 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45787 members 
Mstep: Class 7 contains 1356 members 
Mstep: Class 8 contains 45794 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 44818 members 
Mstep: Class 11 contains 42461 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46154 members 
Mstep: Class 14 contains 31168 members 
Mstep: Class 15 contains 45465 members 
Mstep: Class 16 contains 43709 members 
Mstep: Class 17 contains 43457 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 38975 members 
Mstep: Class 20 contains 45206 members 
Mstep: Class 21 contains 45350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202480.000000 Penalty: 69443.789062
Iteration 290Q: 22 clusters Score -1.112025e+08 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46762 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45815 members 
Mstep: Class 7 contains 1356 members 
Mstep: Class 8 contains 45777 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 44817 members 
Mstep: Class 11 contains 42447 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46151 members 
Mstep: Class 14 contains 31167 members 
Mstep: Class 15 contains 45481 members 
Mstep: Class 16 contains 43676 members 
Mstep: Class 17 contains 43483 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 38993 members 
Mstep: Class 20 contains 45200 members 
Mstep: Class 21 contains 45331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202520.000000 Penalty: 69443.789062
Iteration 291Q: 22 clusters Score -1.112025e+08 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45118 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46763 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45834 members 
Mstep: Class 7 contains 1356 members 
Mstep: Class 8 contains 45761 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 44823 members 
Mstep: Class 11 contains 42451 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46171 members 
Mstep: Class 14 contains 31170 members 
Mstep: Class 15 contains 45494 members 
Mstep: Class 16 contains 43662 members 
Mstep: Class 17 contains 43489 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 39001 members 
Mstep: Class 20 contains 45154 members 
Mstep: Class 21 contains 45300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202552.000000 Penalty: 69443.789062
Iteration 292Q: 22 clusters Score -1.112026e+08 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45142 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46774 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45866 members 
Mstep: Class 7 contains 1355 members 
Mstep: Class 8 contains 45779 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 44809 members 
Mstep: Class 11 contains 42456 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46176 members 
Mstep: Class 14 contains 31172 members 
Mstep: Class 15 contains 45478 members 
Mstep: Class 16 contains 43656 members 
Mstep: Class 17 contains 43487 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 39016 members 
Mstep: Class 20 contains 45117 members 
Mstep: Class 21 contains 45264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202512.000000 Penalty: 69443.789062
Iteration 293Q: 22 clusters Score -1.112025e+08 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46756 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45889 members 
Mstep: Class 7 contains 1355 members 
Mstep: Class 8 contains 45801 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 44764 members 
Mstep: Class 11 contains 42463 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46183 members 
Mstep: Class 14 contains 31177 members 
Mstep: Class 15 contains 45507 members 
Mstep: Class 16 contains 43654 members 
Mstep: Class 17 contains 43493 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 39043 members 
Mstep: Class 20 contains 45094 members 
Mstep: Class 21 contains 45247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202720.000000 Penalty: 69443.789062
Iteration 294Q: 22 clusters Score -1.112027e+08 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46746 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45913 members 
Mstep: Class 7 contains 1355 members 
Mstep: Class 8 contains 45809 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 44727 members 
Mstep: Class 11 contains 42497 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46193 members 
Mstep: Class 14 contains 31178 members 
Mstep: Class 15 contains 45530 members 
Mstep: Class 16 contains 43645 members 
Mstep: Class 17 contains 43486 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 39057 members 
Mstep: Class 20 contains 45092 members 
Mstep: Class 21 contains 45210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202504.000000 Penalty: 69443.789062
Iteration 295Q: 22 clusters Score -1.112025e+08 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45069 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46740 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45926 members 
Mstep: Class 7 contains 1355 members 
Mstep: Class 8 contains 45815 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 44703 members 
Mstep: Class 11 contains 42512 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46216 members 
Mstep: Class 14 contains 31182 members 
Mstep: Class 15 contains 45546 members 
Mstep: Class 16 contains 43619 members 
Mstep: Class 17 contains 43506 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 39062 members 
Mstep: Class 20 contains 45120 members 
Mstep: Class 21 contains 45176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202448.000000 Penalty: 69443.789062
Iteration 296Q: 22 clusters Score -1.112024e+08 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46724 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45950 members 
Mstep: Class 7 contains 1355 members 
Mstep: Class 8 contains 45803 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 44686 members 
Mstep: Class 11 contains 42526 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46240 members 
Mstep: Class 14 contains 31184 members 
Mstep: Class 15 contains 45575 members 
Mstep: Class 16 contains 43607 members 
Mstep: Class 17 contains 43520 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 39054 members 
Mstep: Class 20 contains 45127 members 
Mstep: Class 21 contains 45116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202472.000000 Penalty: 69443.789062
Iteration 297Q: 22 clusters Score -1.112025e+08 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46714 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45943 members 
Mstep: Class 7 contains 1355 members 
Mstep: Class 8 contains 45800 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 44676 members 
Mstep: Class 11 contains 42527 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46254 members 
Mstep: Class 14 contains 31182 members 
Mstep: Class 15 contains 45619 members 
Mstep: Class 16 contains 43605 members 
Mstep: Class 17 contains 43511 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 39049 members 
Mstep: Class 20 contains 45188 members 
Mstep: Class 21 contains 45044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202504.000000 Penalty: 69443.789062
Iteration 298Q: 22 clusters Score -1.112025e+08 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46715 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45919 members 
Mstep: Class 7 contains 1355 members 
Mstep: Class 8 contains 45828 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 44674 members 
Mstep: Class 11 contains 42525 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46277 members 
Mstep: Class 14 contains 31179 members 
Mstep: Class 15 contains 45648 members 
Mstep: Class 16 contains 43578 members 
Mstep: Class 17 contains 43497 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 39039 members 
Mstep: Class 20 contains 45237 members 
Mstep: Class 21 contains 45002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202336.000000 Penalty: 69443.789062
Iteration 299Q: 22 clusters Score -1.112023e+08 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46726 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45903 members 
Mstep: Class 7 contains 1354 members 
Mstep: Class 8 contains 45842 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 44689 members 
Mstep: Class 11 contains 42495 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46287 members 
Mstep: Class 14 contains 31194 members 
Mstep: Class 15 contains 45683 members 
Mstep: Class 16 contains 43519 members 
Mstep: Class 17 contains 43490 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 39048 members 
Mstep: Class 20 contains 45288 members 
Mstep: Class 21 contains 44966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202464.000000 Penalty: 69443.789062
Iteration 300F: 22 clusters Score -1.112025e+08 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46733 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45902 members 
Mstep: Class 7 contains 1354 members 
Mstep: Class 8 contains 45850 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 44727 members 
Mstep: Class 11 contains 42476 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46273 members 
Mstep: Class 14 contains 31197 members 
Mstep: Class 15 contains 45714 members 
Mstep: Class 16 contains 43495 members 
Mstep: Class 17 contains 43472 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 39056 members 
Mstep: Class 20 contains 45324 members 
Mstep: Class 21 contains 44951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202408.000000 Penalty: 69443.789062
Iteration 301Q: 22 clusters Score -1.112024e+08 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45009 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46733 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45897 members 
Mstep: Class 7 contains 1353 members 
Mstep: Class 8 contains 45841 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 44741 members 
Mstep: Class 11 contains 42473 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46258 members 
Mstep: Class 14 contains 31190 members 
Mstep: Class 15 contains 45747 members 
Mstep: Class 16 contains 43448 members 
Mstep: Class 17 contains 43474 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 39054 members 
Mstep: Class 20 contains 45360 members 
Mstep: Class 21 contains 44969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202256.000000 Penalty: 69443.789062
Iteration 302Q: 22 clusters Score -1.112023e+08 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46741 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45870 members 
Mstep: Class 7 contains 1354 members 
Mstep: Class 8 contains 45856 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 44750 members 
Mstep: Class 11 contains 42494 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46270 members 
Mstep: Class 14 contains 31193 members 
Mstep: Class 15 contains 45765 members 
Mstep: Class 16 contains 43418 members 
Mstep: Class 17 contains 43456 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 39054 members 
Mstep: Class 20 contains 45368 members 
Mstep: Class 21 contains 44997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202168.000000 Penalty: 69443.789062
Iteration 303Q: 22 clusters Score -1.112022e+08 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44921 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46746 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45840 members 
Mstep: Class 7 contains 1354 members 
Mstep: Class 8 contains 45869 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 44740 members 
Mstep: Class 11 contains 42511 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46278 members 
Mstep: Class 14 contains 31199 members 
Mstep: Class 15 contains 45761 members 
Mstep: Class 16 contains 43412 members 
Mstep: Class 17 contains 43439 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 39047 members 
Mstep: Class 20 contains 45424 members 
Mstep: Class 21 contains 45006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201872.000000 Penalty: 69443.789062
Iteration 304Q: 22 clusters Score -1.112019e+08 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44906 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46755 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45810 members 
Mstep: Class 7 contains 1354 members 
Mstep: Class 8 contains 45863 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 44764 members 
Mstep: Class 11 contains 42531 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46264 members 
Mstep: Class 14 contains 31207 members 
Mstep: Class 15 contains 45761 members 
Mstep: Class 16 contains 43411 members 
Mstep: Class 17 contains 43429 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 39047 members 
Mstep: Class 20 contains 45450 members 
Mstep: Class 21 contains 44995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202152.000000 Penalty: 69443.789062
Iteration 305Q: 22 clusters Score -1.112022e+08 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44912 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46781 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45772 members 
Mstep: Class 7 contains 1354 members 
Mstep: Class 8 contains 45871 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 44781 members 
Mstep: Class 11 contains 42522 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46244 members 
Mstep: Class 14 contains 31208 members 
Mstep: Class 15 contains 45766 members 
Mstep: Class 16 contains 43401 members 
Mstep: Class 17 contains 43424 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 39050 members 
Mstep: Class 20 contains 45473 members 
Mstep: Class 21 contains 44989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202496.000000 Penalty: 69443.789062
Iteration 306Q: 22 clusters Score -1.112025e+08 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44904 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46792 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45708 members 
Mstep: Class 7 contains 1354 members 
Mstep: Class 8 contains 45876 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 44794 members 
Mstep: Class 11 contains 42501 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46244 members 
Mstep: Class 14 contains 31209 members 
Mstep: Class 15 contains 45757 members 
Mstep: Class 16 contains 43430 members 
Mstep: Class 17 contains 43439 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 39056 members 
Mstep: Class 20 contains 45525 members 
Mstep: Class 21 contains 44959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202552.000000 Penalty: 69443.789062
Iteration 307Q: 22 clusters Score -1.112026e+08 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46801 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45634 members 
Mstep: Class 7 contains 1354 members 
Mstep: Class 8 contains 45903 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 44818 members 
Mstep: Class 11 contains 42487 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46231 members 
Mstep: Class 14 contains 31211 members 
Mstep: Class 15 contains 45759 members 
Mstep: Class 16 contains 43448 members 
Mstep: Class 17 contains 43443 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 39049 members 
Mstep: Class 20 contains 45549 members 
Mstep: Class 21 contains 44951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202608.000000 Penalty: 69443.789062
Iteration 308Q: 22 clusters Score -1.112026e+08 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46816 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45592 members 
Mstep: Class 7 contains 1354 members 
Mstep: Class 8 contains 45893 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 44872 members 
Mstep: Class 11 contains 42487 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46241 members 
Mstep: Class 14 contains 31213 members 
Mstep: Class 15 contains 45746 members 
Mstep: Class 16 contains 43462 members 
Mstep: Class 17 contains 43450 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 39036 members 
Mstep: Class 20 contains 45564 members 
Mstep: Class 21 contains 44926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202600.000000 Penalty: 69443.789062
Iteration 309Q: 22 clusters Score -1.112026e+08 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44868 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46821 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45582 members 
Mstep: Class 7 contains 1354 members 
Mstep: Class 8 contains 45873 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 44899 members 
Mstep: Class 11 contains 42509 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46241 members 
Mstep: Class 14 contains 31219 members 
Mstep: Class 15 contains 45740 members 
Mstep: Class 16 contains 43473 members 
Mstep: Class 17 contains 43444 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 39027 members 
Mstep: Class 20 contains 45552 members 
Mstep: Class 21 contains 44946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202416.000000 Penalty: 69443.789062
Iteration 310Q: 22 clusters Score -1.112024e+08 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44869 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46830 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45561 members 
Mstep: Class 7 contains 1353 members 
Mstep: Class 8 contains 45846 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 44926 members 
Mstep: Class 11 contains 42517 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46230 members 
Mstep: Class 14 contains 31229 members 
Mstep: Class 15 contains 45730 members 
Mstep: Class 16 contains 43509 members 
Mstep: Class 17 contains 43446 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 39012 members 
Mstep: Class 20 contains 45540 members 
Mstep: Class 21 contains 44950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202320.000000 Penalty: 69443.789062
Iteration 311Q: 22 clusters Score -1.112023e+08 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46842 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45536 members 
Mstep: Class 7 contains 1353 members 
Mstep: Class 8 contains 45843 members 
Mstep: Class 9 contains 2756 members 
Mstep: Class 10 contains 44907 members 
Mstep: Class 11 contains 42515 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46218 members 
Mstep: Class 14 contains 31234 members 
Mstep: Class 15 contains 45715 members 
Mstep: Class 16 contains 43523 members 
Mstep: Class 17 contains 43463 members 
Mstep: Class 18 contains 628 members 
Mstep: Class 19 contains 39009 members 
Mstep: Class 20 contains 45534 members 
Mstep: Class 21 contains 44957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202032.000000 Penalty: 69443.789062
Iteration 312Q: 22 clusters Score -1.11202e+08 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44915 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46865 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45534 members 
Mstep: Class 7 contains 1353 members 
Mstep: Class 8 contains 45850 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 44893 members 
Mstep: Class 11 contains 42511 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46197 members 
Mstep: Class 14 contains 31240 members 
Mstep: Class 15 contains 45698 members 
Mstep: Class 16 contains 43514 members 
Mstep: Class 17 contains 43477 members 
Mstep: Class 18 contains 628 members 
Mstep: Class 19 contains 39015 members 
Mstep: Class 20 contains 45522 members 
Mstep: Class 21 contains 44962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202144.000000 Penalty: 69443.789062
Iteration 313Q: 22 clusters Score -1.112021e+08 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44955 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46888 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45526 members 
Mstep: Class 7 contains 1353 members 
Mstep: Class 8 contains 45870 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 44882 members 
Mstep: Class 11 contains 42503 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46197 members 
Mstep: Class 14 contains 31241 members 
Mstep: Class 15 contains 45692 members 
Mstep: Class 16 contains 43506 members 
Mstep: Class 17 contains 43481 members 
Mstep: Class 18 contains 628 members 
Mstep: Class 19 contains 38993 members 
Mstep: Class 20 contains 45524 members 
Mstep: Class 21 contains 44935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202232.000000 Penalty: 69443.789062
Iteration 314Q: 22 clusters Score -1.112022e+08 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46894 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45518 members 
Mstep: Class 7 contains 1353 members 
Mstep: Class 8 contains 45869 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 44873 members 
Mstep: Class 11 contains 42512 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46219 members 
Mstep: Class 14 contains 31239 members 
Mstep: Class 15 contains 45679 members 
Mstep: Class 16 contains 43518 members 
Mstep: Class 17 contains 43487 members 
Mstep: Class 18 contains 628 members 
Mstep: Class 19 contains 38971 members 
Mstep: Class 20 contains 45523 members 
Mstep: Class 21 contains 44909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202256.000000 Penalty: 69443.789062
Iteration 315Q: 22 clusters Score -1.112023e+08 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46906 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45471 members 
Mstep: Class 7 contains 1353 members 
Mstep: Class 8 contains 45888 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 44862 members 
Mstep: Class 11 contains 42512 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46217 members 
Mstep: Class 14 contains 31235 members 
Mstep: Class 15 contains 45684 members 
Mstep: Class 16 contains 43520 members 
Mstep: Class 17 contains 43507 members 
Mstep: Class 18 contains 628 members 
Mstep: Class 19 contains 38961 members 
Mstep: Class 20 contains 45539 members 
Mstep: Class 21 contains 44897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202440.000000 Penalty: 69443.789062
Iteration 316Q: 22 clusters Score -1.112024e+08 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45024 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46921 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45441 members 
Mstep: Class 7 contains 1353 members 
Mstep: Class 8 contains 45891 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 44874 members 
Mstep: Class 11 contains 42505 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46240 members 
Mstep: Class 14 contains 31228 members 
Mstep: Class 15 contains 45708 members 
Mstep: Class 16 contains 43509 members 
Mstep: Class 17 contains 43481 members 
Mstep: Class 18 contains 628 members 
Mstep: Class 19 contains 38965 members 
Mstep: Class 20 contains 45531 members 
Mstep: Class 21 contains 44875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202192.000000 Penalty: 69443.789062
Iteration 317Q: 22 clusters Score -1.112022e+08 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46921 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45412 members 
Mstep: Class 7 contains 1353 members 
Mstep: Class 8 contains 45876 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 44860 members 
Mstep: Class 11 contains 42491 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46256 members 
Mstep: Class 14 contains 31222 members 
Mstep: Class 15 contains 45739 members 
Mstep: Class 16 contains 43504 members 
Mstep: Class 17 contains 43491 members 
Mstep: Class 18 contains 628 members 
Mstep: Class 19 contains 38970 members 
Mstep: Class 20 contains 45540 members 
Mstep: Class 21 contains 44863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202408.000000 Penalty: 69443.789062
Iteration 318Q: 22 clusters Score -1.112024e+08 nChanged 1351
Entering ConstructFrom: 
Score: -111202408.000000 Penalty: 69443.789062
Entering ConstructFrom: 
Trying to split cluster 1 (45101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45101 members 
Entering Unmasked Estep 
Score: -8270952.000000 Penalty: 2657.731445
	Iteration 0F: 2 clusters Score -8270952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -8241719.500000 Penalty: 5315.462891
	Iteration 0F: 3 clusters Score -8241720 nChanged 20710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -8253272.500000 Penalty: 5315.462891
	Iteration 1F: 3 clusters Score -8253272 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -8253890.500000 Penalty: 5315.462891
	Iteration 2Q: 3 clusters Score -8253890 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -8254584.000000 Penalty: 5315.462891
	Iteration 3Q: 3 clusters Score -8254584 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -8255481.500000 Penalty: 5315.462891
	Iteration 4Q: 3 clusters Score -8255482 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -8256702.500000 Penalty: 5315.462891
	Iteration 5F: 3 clusters Score -8256702 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -8258348.500000 Penalty: 5315.462891
	Iteration 6F: 3 clusters Score -8258348 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -8260442.000000 Penalty: 5315.462891
	Iteration 7F: 3 clusters Score -8260442 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 36555 members 
Entering Unmasked Estep 
Score: -8262848.500000 Penalty: 5315.462891
	Iteration 8F: 3 clusters Score -8262848 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 39108 members 
Entering Unmasked Estep 
Score: -8265132.000000 Penalty: 5315.462891
	Iteration 9F: 3 clusters Score -8265132 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -8266822.500000 Penalty: 5315.462891
	Iteration 10Q: 3 clusters Score -8266822 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
Score: -8267943.500000 Penalty: 5315.462891
	Iteration 11Q: 3 clusters Score -8267944 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 43159 members 
Entering Unmasked Estep 
Score: -8268490.000000 Penalty: 5315.462891
	Iteration 12Q: 3 clusters Score -8268490 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 43701 members 
Entering Unmasked Estep 
Score: -8268706.000000 Penalty: 5315.462891
	Iteration 13Q: 3 clusters Score -8268706 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 44075 members 
Entering Unmasked Estep 
Score: -8268855.500000 Penalty: 5315.462891
	Iteration 14Q: 3 clusters Score -8268856 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -8268896.000000 Penalty: 5315.462891
	Iteration 15Q: 3 clusters Score -8268896 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -8268880.000000 Penalty: 5315.462891
	Iteration 16Q: 3 clusters Score -8268880 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 44489 members 
Entering Unmasked Estep 
Score: -8268873.500000 Penalty: 5315.462891
	Iteration 17Q: 3 clusters Score -8268874 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -8268904.500000 Penalty: 5315.462891
	Iteration 18Q: 3 clusters Score -8268904 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 44610 members 
Entering Unmasked Estep 
Score: -8268895.500000 Penalty: 5315.462891
	Iteration 19Q: 3 clusters Score -8268896 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 44640 members 
Entering Unmasked Estep 
Score: -8268909.000000 Penalty: 5315.462891
	Iteration 20F: 3 clusters Score -8268909 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -8268907.000000 Penalty: 5315.462891
	Iteration 21Q: 3 clusters Score -8268907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -8268914.000000 Penalty: 5315.462891
	Iteration 22Q: 3 clusters Score -8268914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -8268906.500000 Penalty: 5315.462891
	Iteration 23Q: 3 clusters Score -8268906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 44684 members 
Entering Unmasked Estep 
Score: -8268908.000000 Penalty: 5315.462891
	Iteration 24Q: 3 clusters Score -8268908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -8268915.500000 Penalty: 5315.462891
	Iteration 25Q: 3 clusters Score -8268916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 44700 members 
Entering Unmasked Estep 
Score: -8268920.000000 Penalty: 5315.462891
	Iteration 26Q: 3 clusters Score -8268920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 44707 members 
Entering Unmasked Estep 
Score: -8268919.500000 Penalty: 5315.462891
	Iteration 27Q: 3 clusters Score -8268920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
Score: -8268919.500000 Penalty: 5315.462891
	Iteration 28Q: 3 clusters Score -8268920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 44712 members 
Entering Unmasked Estep 
Score: -8268922.000000 Penalty: 5315.462891
	Iteration 29Q: 3 clusters Score -8268922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 44712 members 
Entering Unmasked Estep 
Score: -8268922.000000 Penalty: 5315.462891
	Iteration 30F: 3 clusters Score -8268922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Entering Unmasked Estep 
Score: -143039.015625 Penalty: 1698.568481
	Iteration 0F: 2 clusters Score -143039 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 485 members 
Entering Unmasked Estep 
Score: -141227.109375 Penalty: 3397.136963
	Iteration 0F: 3 clusters Score -141227.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -141798.984375 Penalty: 3397.136963
	Iteration 1F: 3 clusters Score -141799 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -142332.062500 Penalty: 3397.136963
	Iteration 2F: 3 clusters Score -142332.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -142875.812500 Penalty: 3397.136963
	Iteration 3F: 3 clusters Score -142875.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -143233.843750 Penalty: 3397.136963
	Iteration 4F: 3 clusters Score -143233.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -143443.203125 Penalty: 3397.136963
	Iteration 5F: 3 clusters Score -143443.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -143552.531250 Penalty: 3397.136963
	Iteration 6Q: 3 clusters Score -143552.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -143589.093750 Penalty: 3397.136963
	Iteration 7Q: 3 clusters Score -143589.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -143620.656250 Penalty: 3397.136963
	Iteration 8Q: 3 clusters Score -143620.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -143643.828125 Penalty: 3397.136963
	Iteration 9Q: 3 clusters Score -143643.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -143653.390625 Penalty: 3397.136963
	Iteration 10Q: 3 clusters Score -143653.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -143654.953125 Penalty: 3397.136963
	Iteration 11Q: 3 clusters Score -143655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -143654.953125 Penalty: 3397.136963
	Iteration 12F: 3 clusters Score -143655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45101 members 
Mstep: Class 2 contains 410 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46928 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45373 members 
Mstep: Class 7 contains 1353 members 
Mstep: Class 8 contains 45902 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 44848 members 
Mstep: Class 11 contains 42493 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46257 members 
Mstep: Class 14 contains 31229 members 
Mstep: Class 15 contains 45753 members 
Mstep: Class 16 contains 43488 members 
Mstep: Class 17 contains 43486 members 
Mstep: Class 18 contains 628 members 
Mstep: Class 19 contains 38984 members 
Mstep: Class 20 contains 45510 members 
Mstep: Class 21 contains 44841 members 
Mstep: Class 22 contains 533 members 
Entering Unmasked Estep 
Score: -111201312.000000 Penalty: 72750.632812
Splitting cluster 2 changes total score from -111202408.000000 to -111201312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Entering Unmasked Estep 
Score: -105962.210938 Penalty: 1647.659912
	Iteration 0F: 2 clusters Score -105962.2 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 377 members 
Entering Unmasked Estep 
Score: -104402.867188 Penalty: 3295.319824
	Iteration 0F: 3 clusters Score -104402.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -105027.937500 Penalty: 3295.319824
	Iteration 1F: 3 clusters Score -105027.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -105293.585938 Penalty: 3295.319824
	Iteration 2F: 3 clusters Score -105293.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -105514.882812 Penalty: 3295.319824
	Iteration 3F: 3 clusters Score -105514.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -105660.117188 Penalty: 3295.319824
	Iteration 4Q: 3 clusters Score -105660.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -105769.171875 Penalty: 3295.319824
	Iteration 5Q: 3 clusters Score -105769.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -105828.585938 Penalty: 3295.319824
	Iteration 6Q: 3 clusters Score -105828.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -105851.890625 Penalty: 3295.319824
	Iteration 7Q: 3 clusters Score -105851.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -105855.171875 Penalty: 3295.319824
	Iteration 8Q: 3 clusters Score -105855.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -105855.171875 Penalty: 3295.319824
	Iteration 9F: 3 clusters Score -105855.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46928 members 
Entering Unmasked Estep 
Score: -8512454.000000 Penalty: 2667.579590
	Iteration 0F: 2 clusters Score -8512454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -8482143.000000 Penalty: 5335.159180
	Iteration 0F: 3 clusters Score -8482143 nChanged 21499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -8493752.000000 Penalty: 5335.159180
	Iteration 1F: 3 clusters Score -8493752 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -8494202.000000 Penalty: 5335.159180
	Iteration 2Q: 3 clusters Score -8494202 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -8494591.000000 Penalty: 5335.159180
	Iteration 3Q: 3 clusters Score -8494591 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -8494960.000000 Penalty: 5335.159180
	Iteration 4Q: 3 clusters Score -8494960 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -8495352.000000 Penalty: 5335.159180
	Iteration 5Q: 3 clusters Score -8495352 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -8495736.000000 Penalty: 5335.159180
	Iteration 6Q: 3 clusters Score -8495736 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -8496342.000000 Penalty: 5335.159180
	Iteration 7Q: 3 clusters Score -8496342 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -8497190.000000 Penalty: 5335.159180
	Iteration 8Q: 3 clusters Score -8497190 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -8498383.000000 Penalty: 5335.159180
	Iteration 9Q: 3 clusters Score -8498383 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -8499754.000000 Penalty: 5335.159180
	Iteration 10Q: 3 clusters Score -8499754 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -8501620.000000 Penalty: 5335.159180
	Iteration 11F: 3 clusters Score -8501620 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -8503629.000000 Penalty: 5335.159180
	Iteration 12F: 3 clusters Score -8503629 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -8505476.000000 Penalty: 5335.159180
	Iteration 13F: 3 clusters Score -8505476 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -8506499.000000 Penalty: 5335.159180
	Iteration 14Q: 3 clusters Score -8506499 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -8507031.000000 Penalty: 5335.159180
	Iteration 15Q: 3 clusters Score -8507031 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -8507303.000000 Penalty: 5335.159180
	Iteration 16Q: 3 clusters Score -8507303 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -8507562.000000 Penalty: 5335.159180
	Iteration 17Q: 3 clusters Score -8507562 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -8507765.000000 Penalty: 5335.159180
	Iteration 18Q: 3 clusters Score -8507765 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -8507939.000000 Penalty: 5335.159180
	Iteration 19Q: 3 clusters Score -8507939 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -8508129.000000 Penalty: 5335.159180
	Iteration 20F: 3 clusters Score -8508129 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -8508342.000000 Penalty: 5335.159180
	Iteration 21Q: 3 clusters Score -8508342 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -8508524.000000 Penalty: 5335.159180
	Iteration 22Q: 3 clusters Score -8508524 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -8508673.000000 Penalty: 5335.159180
	Iteration 23Q: 3 clusters Score -8508673 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -8508790.000000 Penalty: 5335.159180
	Iteration 24Q: 3 clusters Score -8508790 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -8508886.000000 Penalty: 5335.159180
	Iteration 25Q: 3 clusters Score -8508886 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -8509031.000000 Penalty: 5335.159180
	Iteration 26Q: 3 clusters Score -8509031 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -8509120.000000 Penalty: 5335.159180
	Iteration 27Q: 3 clusters Score -8509120 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -8509210.000000 Penalty: 5335.159180
	Iteration 28Q: 3 clusters Score -8509210 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -8509316.000000 Penalty: 5335.159180
	Iteration 29Q: 3 clusters Score -8509316 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -8509360.000000 Penalty: 5335.159180
	Iteration 30Q: 3 clusters Score -8509360 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -8509419.000000 Penalty: 5335.159180
	Iteration 31Q: 3 clusters Score -8509419 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -8509459.000000 Penalty: 5335.159180
	Iteration 32Q: 3 clusters Score -8509459 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -8509484.000000 Penalty: 5335.159180
	Iteration 33Q: 3 clusters Score -8509484 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -8509533.000000 Penalty: 5335.159180
	Iteration 34Q: 3 clusters Score -8509533 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -8509585.000000 Penalty: 5335.159180
	Iteration 35Q: 3 clusters Score -8509585 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -8509622.000000 Penalty: 5335.159180
	Iteration 36Q: 3 clusters Score -8509622 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -8509635.000000 Penalty: 5335.159180
	Iteration 37Q: 3 clusters Score -8509635 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -8509672.000000 Penalty: 5335.159180
	Iteration 38Q: 3 clusters Score -8509672 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -8509691.000000 Penalty: 5335.159180
	Iteration 39Q: 3 clusters Score -8509691 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -8509696.000000 Penalty: 5335.159180
	Iteration 40F: 3 clusters Score -8509696 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -8509715.000000 Penalty: 5335.159180
	Iteration 41Q: 3 clusters Score -8509715 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -8509732.000000 Penalty: 5335.159180
	Iteration 42Q: 3 clusters Score -8509732 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -8509740.000000 Penalty: 5335.159180
	Iteration 43Q: 3 clusters Score -8509740 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -8509749.000000 Penalty: 5335.159180
	Iteration 44Q: 3 clusters Score -8509749 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -8509752.000000 Penalty: 5335.159180
	Iteration 45Q: 3 clusters Score -8509752 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -8509768.000000 Penalty: 5335.159180
	Iteration 46Q: 3 clusters Score -8509768 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -8509790.000000 Penalty: 5335.159180
	Iteration 47Q: 3 clusters Score -8509790 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -8509803.000000 Penalty: 5335.159180
	Iteration 48Q: 3 clusters Score -8509803 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -8509807.000000 Penalty: 5335.159180
	Iteration 49Q: 3 clusters Score -8509807 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -8509813.000000 Penalty: 5335.159180
	Iteration 50Q: 3 clusters Score -8509813 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -8509827.000000 Penalty: 5335.159180
	Iteration 51Q: 3 clusters Score -8509827 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31549 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -8509853.000000 Penalty: 5335.159180
	Iteration 52Q: 3 clusters Score -8509853 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -8509858.000000 Penalty: 5335.159180
	Iteration 53Q: 3 clusters Score -8509858 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -8509881.000000 Penalty: 5335.159180
	Iteration 54Q: 3 clusters Score -8509881 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -8509897.000000 Penalty: 5335.159180
	Iteration 55Q: 3 clusters Score -8509897 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -8509904.000000 Penalty: 5335.159180
	Iteration 56Q: 3 clusters Score -8509904 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -8509921.000000 Penalty: 5335.159180
	Iteration 57Q: 3 clusters Score -8509921 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -8509937.000000 Penalty: 5335.159180
	Iteration 58Q: 3 clusters Score -8509937 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32091 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -8509942.000000 Penalty: 5335.159180
	Iteration 59Q: 3 clusters Score -8509942 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -8509952.000000 Penalty: 5335.159180
	Iteration 60F: 3 clusters Score -8509952 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -8509975.000000 Penalty: 5335.159180
	Iteration 61Q: 3 clusters Score -8509975 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32282 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -8509997.000000 Penalty: 5335.159180
	Iteration 62Q: 3 clusters Score -8509997 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -8510028.000000 Penalty: 5335.159180
	Iteration 63Q: 3 clusters Score -8510028 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -8510029.000000 Penalty: 5335.159180
	Iteration 64Q: 3 clusters Score -8510029 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -8510059.000000 Penalty: 5335.159180
	Iteration 65Q: 3 clusters Score -8510059 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -8510073.000000 Penalty: 5335.159180
	Iteration 66Q: 3 clusters Score -8510073 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -8510084.000000 Penalty: 5335.159180
	Iteration 67Q: 3 clusters Score -8510084 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -8510092.000000 Penalty: 5335.159180
	Iteration 68Q: 3 clusters Score -8510092 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32680 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -8510110.000000 Penalty: 5335.159180
	Iteration 69Q: 3 clusters Score -8510110 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -8510138.000000 Penalty: 5335.159180
	Iteration 70Q: 3 clusters Score -8510138 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -8510130.000000 Penalty: 5335.159180
	Iteration 71Q: 3 clusters Score -8510130 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -8510134.000000 Penalty: 5335.159180
	Iteration 72Q: 3 clusters Score -8510134 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -8510131.000000 Penalty: 5335.159180
	Iteration 73Q: 3 clusters Score -8510131 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32876 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -8510133.000000 Penalty: 5335.159180
	Iteration 74Q: 3 clusters Score -8510133 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32909 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -8510137.000000 Penalty: 5335.159180
	Iteration 75Q: 3 clusters Score -8510137 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -8510148.000000 Penalty: 5335.159180
	Iteration 76Q: 3 clusters Score -8510148 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -8510159.000000 Penalty: 5335.159180
	Iteration 77Q: 3 clusters Score -8510159 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -8510160.000000 Penalty: 5335.159180
	Iteration 78Q: 3 clusters Score -8510160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -8510158.000000 Penalty: 5335.159180
	Iteration 79Q: 3 clusters Score -8510158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -8510172.000000 Penalty: 5335.159180
	Iteration 80F: 3 clusters Score -8510172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -8510169.000000 Penalty: 5335.159180
	Iteration 81Q: 3 clusters Score -8510169 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -8510179.000000 Penalty: 5335.159180
	Iteration 82Q: 3 clusters Score -8510179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -8510178.000000 Penalty: 5335.159180
	Iteration 83Q: 3 clusters Score -8510178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -8510187.000000 Penalty: 5335.159180
	Iteration 84Q: 3 clusters Score -8510187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -8510198.000000 Penalty: 5335.159180
	Iteration 85Q: 3 clusters Score -8510198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -8510197.000000 Penalty: 5335.159180
	Iteration 86Q: 3 clusters Score -8510197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -8510194.000000 Penalty: 5335.159180
	Iteration 87Q: 3 clusters Score -8510194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -8510204.000000 Penalty: 5335.159180
	Iteration 88Q: 3 clusters Score -8510204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -8510209.000000 Penalty: 5335.159180
	Iteration 89Q: 3 clusters Score -8510209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -8510214.000000 Penalty: 5335.159180
	Iteration 90Q: 3 clusters Score -8510214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -8510219.000000 Penalty: 5335.159180
	Iteration 91Q: 3 clusters Score -8510219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -8510225.000000 Penalty: 5335.159180
	Iteration 92Q: 3 clusters Score -8510225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -8510235.000000 Penalty: 5335.159180
	Iteration 93Q: 3 clusters Score -8510235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33161 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -8510233.000000 Penalty: 5335.159180
	Iteration 94Q: 3 clusters Score -8510233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -8510229.000000 Penalty: 5335.159180
	Iteration 95Q: 3 clusters Score -8510229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -8510233.000000 Penalty: 5335.159180
	Iteration 96Q: 3 clusters Score -8510233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -8510230.000000 Penalty: 5335.159180
	Iteration 97Q: 3 clusters Score -8510230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -8510225.000000 Penalty: 5335.159180
	Iteration 98Q: 3 clusters Score -8510225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -8510225.000000 Penalty: 5335.159180
	Iteration 99F: 3 clusters Score -8510225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -36811.179688 Penalty: 1512.322510
	Iteration 0F: 2 clusters Score -36811.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -35545.449219 Penalty: 3024.645020
	Iteration 0F: 3 clusters Score -35545.45 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -35911.929688 Penalty: 3024.645020
	Iteration 1F: 3 clusters Score -35911.93 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -36155.976562 Penalty: 3024.645020
	Iteration 2F: 3 clusters Score -36155.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -36248.226562 Penalty: 3024.645020
	Iteration 3F: 3 clusters Score -36248.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -36339.113281 Penalty: 3024.645020
	Iteration 4Q: 3 clusters Score -36339.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -36450.515625 Penalty: 3024.645020
	Iteration 5Q: 3 clusters Score -36450.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -36500.957031 Penalty: 3024.645020
	Iteration 6Q: 3 clusters Score -36500.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -36518.167969 Penalty: 3024.645020
	Iteration 7Q: 3 clusters Score -36518.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -36519.917969 Penalty: 3024.645020
	Iteration 8Q: 3 clusters Score -36519.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -36527.441406 Penalty: 3024.645020
	Iteration 9Q: 3 clusters Score -36527.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -36529.335938 Penalty: 3024.645020
	Iteration 10Q: 3 clusters Score -36529.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -36529.335938 Penalty: 3024.645020
	Iteration 11F: 3 clusters Score -36529.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45373 members 
Entering Unmasked Estep 
Score: -8283074.500000 Penalty: 2659.222656
	Iteration 0F: 2 clusters Score -8283074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -8253425.500000 Penalty: 5318.445312
	Iteration 0F: 3 clusters Score -8253426 nChanged 20877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -8265279.500000 Penalty: 5318.445312
	Iteration 1F: 3 clusters Score -8265280 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -8266105.000000 Penalty: 5318.445312
	Iteration 2Q: 3 clusters Score -8266105 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -8267099.000000 Penalty: 5318.445312
	Iteration 3Q: 3 clusters Score -8267099 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -8268492.500000 Penalty: 5318.445312
	Iteration 4F: 3 clusters Score -8268492 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -8270456.500000 Penalty: 5318.445312
	Iteration 5F: 3 clusters Score -8270456 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -8273020.000000 Penalty: 5318.445312
	Iteration 6F: 3 clusters Score -8273020 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -8275894.500000 Penalty: 5318.445312
	Iteration 7F: 3 clusters Score -8275894 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -8278316.500000 Penalty: 5318.445312
	Iteration 8F: 3 clusters Score -8278316 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -8280077.000000 Penalty: 5318.445312
	Iteration 9Q: 3 clusters Score -8280077 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -8281053.000000 Penalty: 5318.445312
	Iteration 10Q: 3 clusters Score -8281053 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -8281480.000000 Penalty: 5318.445312
	Iteration 11Q: 3 clusters Score -8281480 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -8281708.500000 Penalty: 5318.445312
	Iteration 12Q: 3 clusters Score -8281708 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -8281872.000000 Penalty: 5318.445312
	Iteration 13Q: 3 clusters Score -8281872 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -8281935.000000 Penalty: 5318.445312
	Iteration 14Q: 3 clusters Score -8281935 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -8282016.000000 Penalty: 5318.445312
	Iteration 15Q: 3 clusters Score -8282016 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40942 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -8282119.000000 Penalty: 5318.445312
	Iteration 16Q: 3 clusters Score -8282119 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -8282174.000000 Penalty: 5318.445312
	Iteration 17Q: 3 clusters Score -8282174 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41477 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -8282217.000000 Penalty: 5318.445312
	Iteration 18Q: 3 clusters Score -8282217 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -8282199.000000 Penalty: 5318.445312
	Iteration 19Q: 3 clusters Score -8282199 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -8282198.000000 Penalty: 5318.445312
	Iteration 20F: 3 clusters Score -8282198 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -8282204.000000 Penalty: 5318.445312
	Iteration 21Q: 3 clusters Score -8282204 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -8282209.500000 Penalty: 5318.445312
	Iteration 22Q: 3 clusters Score -8282210 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -8282186.500000 Penalty: 5318.445312
	Iteration 23Q: 3 clusters Score -8282186 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -8282157.500000 Penalty: 5318.445312
	Iteration 24Q: 3 clusters Score -8282158 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42482 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -8282151.500000 Penalty: 5318.445312
	Iteration 25Q: 3 clusters Score -8282152 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -8282153.000000 Penalty: 5318.445312
	Iteration 26Q: 3 clusters Score -8282153 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -8282146.000000 Penalty: 5318.445312
	Iteration 27Q: 3 clusters Score -8282146 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -8282162.000000 Penalty: 5318.445312
	Iteration 28Q: 3 clusters Score -8282162 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42806 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -8282156.000000 Penalty: 5318.445312
	Iteration 29Q: 3 clusters Score -8282156 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -8282154.000000 Penalty: 5318.445312
	Iteration 30Q: 3 clusters Score -8282154 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -8282147.500000 Penalty: 5318.445312
	Iteration 31Q: 3 clusters Score -8282148 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43008 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -8282141.000000 Penalty: 5318.445312
	Iteration 32Q: 3 clusters Score -8282141 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43051 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -8282140.500000 Penalty: 5318.445312
	Iteration 33Q: 3 clusters Score -8282140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -8282118.000000 Penalty: 5318.445312
	Iteration 34Q: 3 clusters Score -8282118 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43117 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -8282115.000000 Penalty: 5318.445312
	Iteration 35Q: 3 clusters Score -8282115 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43153 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -8282104.500000 Penalty: 5318.445312
	Iteration 36Q: 3 clusters Score -8282104 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -8282103.000000 Penalty: 5318.445312
	Iteration 37Q: 3 clusters Score -8282103 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43215 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -8282111.500000 Penalty: 5318.445312
	Iteration 38Q: 3 clusters Score -8282112 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43245 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -8282106.000000 Penalty: 5318.445312
	Iteration 39Q: 3 clusters Score -8282106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -8282101.000000 Penalty: 5318.445312
	Iteration 40F: 3 clusters Score -8282101 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43284 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -8282102.500000 Penalty: 5318.445312
	Iteration 41Q: 3 clusters Score -8282102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -8282093.500000 Penalty: 5318.445312
	Iteration 42Q: 3 clusters Score -8282094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43312 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -8282100.000000 Penalty: 5318.445312
	Iteration 43Q: 3 clusters Score -8282100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -8282092.000000 Penalty: 5318.445312
	Iteration 44Q: 3 clusters Score -8282092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43325 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -8282094.500000 Penalty: 5318.445312
	Iteration 45Q: 3 clusters Score -8282094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43332 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -8282094.500000 Penalty: 5318.445312
	Iteration 46Q: 3 clusters Score -8282094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43338 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -8282097.000000 Penalty: 5318.445312
	Iteration 47Q: 3 clusters Score -8282097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -8282091.000000 Penalty: 5318.445312
	Iteration 48Q: 3 clusters Score -8282091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43348 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -8282084.500000 Penalty: 5318.445312
	Iteration 49Q: 3 clusters Score -8282084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43350 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -8282092.000000 Penalty: 5318.445312
	Iteration 50Q: 3 clusters Score -8282092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -8282087.000000 Penalty: 5318.445312
	Iteration 51Q: 3 clusters Score -8282087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43357 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -8282087.000000 Penalty: 5318.445312
	Iteration 52Q: 3 clusters Score -8282087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43361 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -8282091.500000 Penalty: 5318.445312
	Iteration 53Q: 3 clusters Score -8282092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43365 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -8282092.500000 Penalty: 5318.445312
	Iteration 54Q: 3 clusters Score -8282092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -8282085.000000 Penalty: 5318.445312
	Iteration 55Q: 3 clusters Score -8282085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43373 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -8282093.000000 Penalty: 5318.445312
	Iteration 56Q: 3 clusters Score -8282093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43377 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -8282093.500000 Penalty: 5318.445312
	Iteration 57Q: 3 clusters Score -8282094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43379 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -8282087.500000 Penalty: 5318.445312
	Iteration 58Q: 3 clusters Score -8282088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43380 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -8282081.000000 Penalty: 5318.445312
	Iteration 59Q: 3 clusters Score -8282081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43380 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -8282081.000000 Penalty: 5318.445312
	Iteration 60F: 3 clusters Score -8282081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Entering Unmasked Estep 
Score: -232627.843750 Penalty: 1788.099731
	Iteration 0F: 2 clusters Score -232627.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -230467.609375 Penalty: 3576.199463
	Iteration 0F: 3 clusters Score -230467.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -230915.765625 Penalty: 3576.199463
	Iteration 1F: 3 clusters Score -230915.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -231184.125000 Penalty: 3576.199463
	Iteration 2F: 3 clusters Score -231184.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -231411.843750 Penalty: 3576.199463
	Iteration 3F: 3 clusters Score -231411.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -231657.453125 Penalty: 3576.199463
	Iteration 4F: 3 clusters Score -231657.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -231877.328125 Penalty: 3576.199463
	Iteration 5F: 3 clusters Score -231877.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -232020.875000 Penalty: 3576.199463
	Iteration 6F: 3 clusters Score -232020.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -232116.906250 Penalty: 3576.199463
	Iteration 7Q: 3 clusters Score -232116.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -232217.421875 Penalty: 3576.199463
	Iteration 8Q: 3 clusters Score -232217.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -232277.390625 Penalty: 3576.199463
	Iteration 9Q: 3 clusters Score -232277.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -232306.656250 Penalty: 3576.199463
	Iteration 10Q: 3 clusters Score -232306.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -232317.156250 Penalty: 3576.199463
	Iteration 11Q: 3 clusters Score -232317.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -232322.953125 Penalty: 3576.199463
	Iteration 12Q: 3 clusters Score -232323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -232329.250000 Penalty: 3576.199463
	Iteration 13Q: 3 clusters Score -232329.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -232332.468750 Penalty: 3576.199463
	Iteration 14Q: 3 clusters Score -232332.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -232335.265625 Penalty: 3576.199463
	Iteration 15Q: 3 clusters Score -232335.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -232337.453125 Penalty: 3576.199463
	Iteration 16Q: 3 clusters Score -232337.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -232340.875000 Penalty: 3576.199463
	Iteration 17Q: 3 clusters Score -232340.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -232345.000000 Penalty: 3576.199463
	Iteration 18Q: 3 clusters Score -232345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -232345.000000 Penalty: 3576.199463
	Iteration 19F: 3 clusters Score -232345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (45902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45902 members 
Entering Unmasked Estep 
Score: -8516922.000000 Penalty: 2662.097656
	Iteration 0F: 2 clusters Score -8516922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -8487866.000000 Penalty: 5324.195312
	Iteration 0F: 3 clusters Score -8487866 nChanged 21090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -8499573.000000 Penalty: 5324.195312
	Iteration 1F: 3 clusters Score -8499573 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -8500144.000000 Penalty: 5324.195312
	Iteration 2Q: 3 clusters Score -8500144 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -8500633.000000 Penalty: 5324.195312
	Iteration 3Q: 3 clusters Score -8500633 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -8501097.000000 Penalty: 5324.195312
	Iteration 4Q: 3 clusters Score -8501097 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -8501629.000000 Penalty: 5324.195312
	Iteration 5Q: 3 clusters Score -8501629 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -8502151.000000 Penalty: 5324.195312
	Iteration 6Q: 3 clusters Score -8502151 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -8502896.000000 Penalty: 5324.195312
	Iteration 7Q: 3 clusters Score -8502896 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -8504042.000000 Penalty: 5324.195312
	Iteration 8Q: 3 clusters Score -8504042 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -8505602.000000 Penalty: 5324.195312
	Iteration 9Q: 3 clusters Score -8505602 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -8507625.000000 Penalty: 5324.195312
	Iteration 10F: 3 clusters Score -8507625 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -8509475.000000 Penalty: 5324.195312
	Iteration 11F: 3 clusters Score -8509475 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -8510487.000000 Penalty: 5324.195312
	Iteration 12Q: 3 clusters Score -8510487 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29002 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8512692 nChanged 251
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Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32292 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34989 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35440 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 9406 members 
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Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 37066 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 37469 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8514029 nChanged 156
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8515201 nChanged 70
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	Iteration 97Q: 3 clusters Score -8515241 nChanged 67
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	Iteration 101Q: 3 clusters Score -8515273 nChanged 83
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	Iteration 102Q: 3 clusters Score -8515290 nChanged 70
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	Iteration 103Q: 3 clusters Score -8515273 nChanged 62
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	Iteration 105Q: 3 clusters Score -8515295 nChanged 54
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	Iteration 106Q: 3 clusters Score -8515306 nChanged 43
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	Iteration 107Q: 3 clusters Score -8515328 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -8515333.000000 Penalty: 5324.195312
	Iteration 108Q: 3 clusters Score -8515333 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -8515346.000000 Penalty: 5324.195312
	Iteration 109Q: 3 clusters Score -8515346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -8515346.000000 Penalty: 5324.195312
	Iteration 110Q: 3 clusters Score -8515346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43658 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -8515341.000000 Penalty: 5324.195312
	Iteration 111Q: 3 clusters Score -8515341 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -8515359.000000 Penalty: 5324.195312
	Iteration 112Q: 3 clusters Score -8515359 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43712 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -8515361.000000 Penalty: 5324.195312
	Iteration 113Q: 3 clusters Score -8515361 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43743 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -8515370.000000 Penalty: 5324.195312
	Iteration 114Q: 3 clusters Score -8515370 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -8515379.000000 Penalty: 5324.195312
	Iteration 115Q: 3 clusters Score -8515379 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43798 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -8515375.000000 Penalty: 5324.195312
	Iteration 116Q: 3 clusters Score -8515375 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43821 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -8515392.000000 Penalty: 5324.195312
	Iteration 117Q: 3 clusters Score -8515392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -8515391.000000 Penalty: 5324.195312
	Iteration 118Q: 3 clusters Score -8515391 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43858 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -8515400.000000 Penalty: 5324.195312
	Iteration 119Q: 3 clusters Score -8515400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -8515403.000000 Penalty: 5324.195312
	Iteration 120F: 3 clusters Score -8515403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -8515390.000000 Penalty: 5324.195312
	Iteration 121Q: 3 clusters Score -8515390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43892 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -8515389.000000 Penalty: 5324.195312
	Iteration 122Q: 3 clusters Score -8515389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -8515385.000000 Penalty: 5324.195312
	Iteration 123Q: 3 clusters Score -8515385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -8515386.000000 Penalty: 5324.195312
	Iteration 124Q: 3 clusters Score -8515386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -8515376.000000 Penalty: 5324.195312
	Iteration 125Q: 3 clusters Score -8515376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -8515377.000000 Penalty: 5324.195312
	Iteration 126Q: 3 clusters Score -8515377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -8515390.000000 Penalty: 5324.195312
	Iteration 127Q: 3 clusters Score -8515390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -8515396.000000 Penalty: 5324.195312
	Iteration 128Q: 3 clusters Score -8515396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -8515390.000000 Penalty: 5324.195312
	Iteration 129Q: 3 clusters Score -8515390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -8515394.000000 Penalty: 5324.195312
	Iteration 130Q: 3 clusters Score -8515394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -8515391.000000 Penalty: 5324.195312
	Iteration 131Q: 3 clusters Score -8515391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -8515395.000000 Penalty: 5324.195312
	Iteration 132Q: 3 clusters Score -8515395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -8515396.000000 Penalty: 5324.195312
	Iteration 133Q: 3 clusters Score -8515396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -8515393.000000 Penalty: 5324.195312
	Iteration 134Q: 3 clusters Score -8515393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43966 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -8515390.000000 Penalty: 5324.195312
	Iteration 135Q: 3 clusters Score -8515390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43970 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -8515408.000000 Penalty: 5324.195312
	Iteration 136Q: 3 clusters Score -8515408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43972 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -8515399.000000 Penalty: 5324.195312
	Iteration 137Q: 3 clusters Score -8515399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43973 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -8515402.000000 Penalty: 5324.195312
	Iteration 138Q: 3 clusters Score -8515402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -8515398.000000 Penalty: 5324.195312
	Iteration 139Q: 3 clusters Score -8515398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -8515398.000000 Penalty: 5324.195312
	Iteration 140F: 3 clusters Score -8515398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -8515401.000000 Penalty: 5324.195312
	Iteration 141Q: 3 clusters Score -8515401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43982 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -8515405.000000 Penalty: 5324.195312
	Iteration 142Q: 3 clusters Score -8515405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43985 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -8515403.000000 Penalty: 5324.195312
	Iteration 143Q: 3 clusters Score -8515403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -8515403.000000 Penalty: 5324.195312
	Iteration 144Q: 3 clusters Score -8515403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -8515403.000000 Penalty: 5324.195312
	Iteration 145F: 3 clusters Score -8515403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Entering Unmasked Estep 
Score: -461794.218750 Penalty: 1964.630737
	Iteration 0F: 2 clusters Score -461794.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -458701.437500 Penalty: 3929.261475
	Iteration 0F: 3 clusters Score -458701.4 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -459687.093750 Penalty: 3929.261475
	Iteration 1F: 3 clusters Score -459687.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -460378.562500 Penalty: 3929.261475
	Iteration 2F: 3 clusters Score -460378.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -460977.281250 Penalty: 3929.261475
	Iteration 3F: 3 clusters Score -460977.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -461325.406250 Penalty: 3929.261475
	Iteration 4F: 3 clusters Score -461325.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -461546.281250 Penalty: 3929.261475
	Iteration 5F: 3 clusters Score -461546.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -461661.125000 Penalty: 3929.261475
	Iteration 6Q: 3 clusters Score -461661.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -461733.843750 Penalty: 3929.261475
	Iteration 7Q: 3 clusters Score -461733.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -461793.500000 Penalty: 3929.261475
	Iteration 8Q: 3 clusters Score -461793.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -461843.718750 Penalty: 3929.261475
	Iteration 9Q: 3 clusters Score -461843.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -461890.281250 Penalty: 3929.261475
	Iteration 10Q: 3 clusters Score -461890.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -461931.812500 Penalty: 3929.261475
	Iteration 11Q: 3 clusters Score -461931.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -461974.125000 Penalty: 3929.261475
	Iteration 12Q: 3 clusters Score -461974.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -462014.062500 Penalty: 3929.261475
	Iteration 13Q: 3 clusters Score -462014.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -462040.468750 Penalty: 3929.261475
	Iteration 14Q: 3 clusters Score -462040.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -462059.500000 Penalty: 3929.261475
	Iteration 15Q: 3 clusters Score -462059.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -462077.843750 Penalty: 3929.261475
	Iteration 16Q: 3 clusters Score -462077.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -462093.593750 Penalty: 3929.261475
	Iteration 17Q: 3 clusters Score -462093.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -462108.062500 Penalty: 3929.261475
	Iteration 18Q: 3 clusters Score -462108.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -462111.562500 Penalty: 3929.261475
	Iteration 19Q: 3 clusters Score -462111.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -462116.218750 Penalty: 3929.261475
	Iteration 20F: 3 clusters Score -462116.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -462118.781250 Penalty: 3929.261475
	Iteration 21Q: 3 clusters Score -462118.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -462120.187500 Penalty: 3929.261475
	Iteration 22Q: 3 clusters Score -462120.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -462121.187500 Penalty: 3929.261475
	Iteration 23Q: 3 clusters Score -462121.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -462121.187500 Penalty: 3929.261475
	Iteration 24F: 3 clusters Score -462121.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45101 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46928 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45373 members 
Mstep: Class 7 contains 1353 members 
Mstep: Class 8 contains 45902 members 
Mstep: Class 9 contains 1601 members 
Mstep: Class 10 contains 44848 members 
Mstep: Class 11 contains 42493 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46257 members 
Mstep: Class 14 contains 31229 members 
Mstep: Class 15 contains 45753 members 
Mstep: Class 16 contains 43488 members 
Mstep: Class 17 contains 43486 members 
Mstep: Class 18 contains 628 members 
Mstep: Class 19 contains 38984 members 
Mstep: Class 20 contains 45510 members 
Mstep: Class 21 contains 44841 members 
Mstep: Class 22 contains 1156 members 
Entering Unmasked Estep 
Score: -111201384.000000 Penalty: 72750.632812
Splitting cluster 9 changes total score from -111202408.000000 to -111201384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (44848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44848 members 
Entering Unmasked Estep 
Score: -8343097.500000 Penalty: 2656.336426
	Iteration 0F: 2 clusters Score -8343098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -8315059.500000 Penalty: 5312.672852
	Iteration 0F: 3 clusters Score -8315060 nChanged 20585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -8326437.000000 Penalty: 5312.672852
	Iteration 1F: 3 clusters Score -8326437 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -8326927.000000 Penalty: 5312.672852
	Iteration 2Q: 3 clusters Score -8326927 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -8327346.000000 Penalty: 5312.672852
	Iteration 3Q: 3 clusters Score -8327346 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -8327626.000000 Penalty: 5312.672852
	Iteration 4Q: 3 clusters Score -8327626 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -8328012.500000 Penalty: 5312.672852
	Iteration 5Q: 3 clusters Score -8328012 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -8328453.000000 Penalty: 5312.672852
	Iteration 6Q: 3 clusters Score -8328453 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -8328998.500000 Penalty: 5312.672852
	Iteration 7Q: 3 clusters Score -8328998 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -8329661.000000 Penalty: 5312.672852
	Iteration 8Q: 3 clusters Score -8329661 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -8330635.000000 Penalty: 5312.672852
	Iteration 9Q: 3 clusters Score -8330635 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -8332207.500000 Penalty: 5312.672852
	Iteration 10F: 3 clusters Score -8332208 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -8334195.500000 Penalty: 5312.672852
	Iteration 11F: 3 clusters Score -8334196 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36897 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -8336398.000000 Penalty: 5312.672852
	Iteration 12F: 3 clusters Score -8336398 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -8338253.000000 Penalty: 5312.672852
	Iteration 13F: 3 clusters Score -8338253 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41163 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -8339556.000000 Penalty: 5312.672852
	Iteration 14Q: 3 clusters Score -8339556 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42441 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -8340289.500000 Penalty: 5312.672852
	Iteration 15Q: 3 clusters Score -8340290 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -8340698.500000 Penalty: 5312.672852
	Iteration 16Q: 3 clusters Score -8340698 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43805 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -8340760.000000 Penalty: 5312.672852
	Iteration 17Q: 3 clusters Score -8340760 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44130 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8340837.000000 Penalty: 5312.672852
	Iteration 18Q: 3 clusters Score -8340837 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44305 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8340884.000000 Penalty: 5312.672852
	Iteration 19Q: 3 clusters Score -8340884 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44387 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -8340884.000000 Penalty: 5312.672852
	Iteration 20F: 3 clusters Score -8340884 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -8340906.500000 Penalty: 5312.672852
	Iteration 21Q: 3 clusters Score -8340906 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44460 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8340929.500000 Penalty: 5312.672852
	Iteration 22Q: 3 clusters Score -8340930 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8340945.500000 Penalty: 5312.672852
	Iteration 23Q: 3 clusters Score -8340946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8340942.000000 Penalty: 5312.672852
	Iteration 24Q: 3 clusters Score -8340942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44508 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8340958.000000 Penalty: 5312.672852
	Iteration 25Q: 3 clusters Score -8340958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -8340952.500000 Penalty: 5312.672852
	Iteration 26Q: 3 clusters Score -8340952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44521 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8340957.500000 Penalty: 5312.672852
	Iteration 27Q: 3 clusters Score -8340958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -8340955.500000 Penalty: 5312.672852
	Iteration 28Q: 3 clusters Score -8340956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44527 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8340959.000000 Penalty: 5312.672852
	Iteration 29Q: 3 clusters Score -8340959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44530 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -8340953.500000 Penalty: 5312.672852
	Iteration 30Q: 3 clusters Score -8340954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44534 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8340963.500000 Penalty: 5312.672852
	Iteration 31Q: 3 clusters Score -8340964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8340968.500000 Penalty: 5312.672852
	Iteration 32Q: 3 clusters Score -8340968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44547 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8340958.500000 Penalty: 5312.672852
	Iteration 33Q: 3 clusters Score -8340958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44550 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8340961.000000 Penalty: 5312.672852
	Iteration 34Q: 3 clusters Score -8340961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44554 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8340970.500000 Penalty: 5312.672852
	Iteration 35Q: 3 clusters Score -8340970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8340972.500000 Penalty: 5312.672852
	Iteration 36Q: 3 clusters Score -8340972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8340980.500000 Penalty: 5312.672852
	Iteration 37Q: 3 clusters Score -8340980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8340980.500000 Penalty: 5312.672852
	Iteration 38F: 3 clusters Score -8340980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (42493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42493 members 
Entering Unmasked Estep 
Score: -7775142.500000 Penalty: 2642.959473
	Iteration 0F: 2 clusters Score -7775142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -7746718.000000 Penalty: 5285.918945
	Iteration 0F: 3 clusters Score -7746718 nChanged 19538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -7757535.500000 Penalty: 5285.918945
	Iteration 1F: 3 clusters Score -7757536 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -7758195.000000 Penalty: 5285.918945
	Iteration 2Q: 3 clusters Score -7758195 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -7758860.500000 Penalty: 5285.918945
	Iteration 3Q: 3 clusters Score -7758860 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -7759717.500000 Penalty: 5285.918945
	Iteration 4Q: 3 clusters Score -7759718 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -7760740.000000 Penalty: 5285.918945
	Iteration 5Q: 3 clusters Score -7760740 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -7762143.000000 Penalty: 5285.918945
	Iteration 6F: 3 clusters Score -7762143 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -7763930.500000 Penalty: 5285.918945
	Iteration 7F: 3 clusters Score -7763930 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -7766132.500000 Penalty: 5285.918945
	Iteration 8F: 3 clusters Score -7766132 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -7768059.000000 Penalty: 5285.918945
	Iteration 9F: 3 clusters Score -7768059 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -7769229.500000 Penalty: 5285.918945
	Iteration 10Q: 3 clusters Score -7769230 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -7769868.000000 Penalty: 5285.918945
	Iteration 11Q: 3 clusters Score -7769868 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -7770259.000000 Penalty: 5285.918945
	Iteration 12Q: 3 clusters Score -7770259 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -7770610.000000 Penalty: 5285.918945
	Iteration 13Q: 3 clusters Score -7770610 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -7770864.500000 Penalty: 5285.918945
	Iteration 14Q: 3 clusters Score -7770864 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -7771089.000000 Penalty: 5285.918945
	Iteration 15Q: 3 clusters Score -7771089 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -7771268.500000 Penalty: 5285.918945
	Iteration 16Q: 3 clusters Score -7771268 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -7771430.000000 Penalty: 5285.918945
	Iteration 17Q: 3 clusters Score -7771430 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -7771619.000000 Penalty: 5285.918945
	Iteration 18Q: 3 clusters Score -7771619 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -7771783.500000 Penalty: 5285.918945
	Iteration 19Q: 3 clusters Score -7771784 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -7771939.500000 Penalty: 5285.918945
	Iteration 20F: 3 clusters Score -7771940 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33321 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -7772012.000000 Penalty: 5285.918945
	Iteration 21Q: 3 clusters Score -7772012 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -7772182.000000 Penalty: 5285.918945
	Iteration 22Q: 3 clusters Score -7772182 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -7772271.000000 Penalty: 5285.918945
	Iteration 23Q: 3 clusters Score -7772271 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -7772350.000000 Penalty: 5285.918945
	Iteration 24Q: 3 clusters Score -7772350 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -7772460.500000 Penalty: 5285.918945
	Iteration 25Q: 3 clusters Score -7772460 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -7772580.000000 Penalty: 5285.918945
	Iteration 26Q: 3 clusters Score -7772580 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -7772675.000000 Penalty: 5285.918945
	Iteration 27Q: 3 clusters Score -7772675 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -7772728.000000 Penalty: 5285.918945
	Iteration 28Q: 3 clusters Score -7772728 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -7772785.000000 Penalty: 5285.918945
	Iteration 29Q: 3 clusters Score -7772785 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -7772837.500000 Penalty: 5285.918945
	Iteration 30Q: 3 clusters Score -7772838 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -7772902.500000 Penalty: 5285.918945
	Iteration 31Q: 3 clusters Score -7772902 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -7772909.000000 Penalty: 5285.918945
	Iteration 32Q: 3 clusters Score -7772909 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -7772943.000000 Penalty: 5285.918945
	Iteration 33Q: 3 clusters Score -7772943 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37518 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -7772984.000000 Penalty: 5285.918945
	Iteration 34Q: 3 clusters Score -7772984 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -7773015.500000 Penalty: 5285.918945
	Iteration 35Q: 3 clusters Score -7773016 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -7773104.500000 Penalty: 5285.918945
	Iteration 36Q: 3 clusters Score -7773104 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -7773132.000000 Penalty: 5285.918945
	Iteration 37Q: 3 clusters Score -7773132 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -7773164.500000 Penalty: 5285.918945
	Iteration 38Q: 3 clusters Score -7773164 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -7773184.000000 Penalty: 5285.918945
	Iteration 39Q: 3 clusters Score -7773184 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -7773204.000000 Penalty: 5285.918945
	Iteration 40F: 3 clusters Score -7773204 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -7773239.500000 Penalty: 5285.918945
	Iteration 41Q: 3 clusters Score -7773240 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -7773267.500000 Penalty: 5285.918945
	Iteration 42Q: 3 clusters Score -7773268 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -7773272.000000 Penalty: 5285.918945
	Iteration 43Q: 3 clusters Score -7773272 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -7773290.000000 Penalty: 5285.918945
	Iteration 44Q: 3 clusters Score -7773290 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39083 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -7773310.500000 Penalty: 5285.918945
	Iteration 45Q: 3 clusters Score -7773310 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -7773321.000000 Penalty: 5285.918945
	Iteration 46Q: 3 clusters Score -7773321 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -7773346.000000 Penalty: 5285.918945
	Iteration 47Q: 3 clusters Score -7773346 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39250 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -7773331.000000 Penalty: 5285.918945
	Iteration 48Q: 3 clusters Score -7773331 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -7773330.500000 Penalty: 5285.918945
	Iteration 49Q: 3 clusters Score -7773330 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -7773347.500000 Penalty: 5285.918945
	Iteration 50Q: 3 clusters Score -7773348 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -7773343.500000 Penalty: 5285.918945
	Iteration 51Q: 3 clusters Score -7773344 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -7773345.500000 Penalty: 5285.918945
	Iteration 52Q: 3 clusters Score -7773346 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -7773350.500000 Penalty: 5285.918945
	Iteration 53Q: 3 clusters Score -7773350 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -7773354.500000 Penalty: 5285.918945
	Iteration 54Q: 3 clusters Score -7773354 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -7773366.500000 Penalty: 5285.918945
	Iteration 55Q: 3 clusters Score -7773366 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -7773374.500000 Penalty: 5285.918945
	Iteration 56Q: 3 clusters Score -7773374 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39661 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -7773381.000000 Penalty: 5285.918945
	Iteration 57Q: 3 clusters Score -7773381 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -7773387.000000 Penalty: 5285.918945
	Iteration 58Q: 3 clusters Score -7773387 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -7773384.000000 Penalty: 5285.918945
	Iteration 59Q: 3 clusters Score -7773384 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39757 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -7773397.500000 Penalty: 5285.918945
	Iteration 60F: 3 clusters Score -7773398 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -7773395.500000 Penalty: 5285.918945
	Iteration 61Q: 3 clusters Score -7773396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -7773418.000000 Penalty: 5285.918945
	Iteration 62Q: 3 clusters Score -7773418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -7773407.500000 Penalty: 5285.918945
	Iteration 63Q: 3 clusters Score -7773408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -7773410.500000 Penalty: 5285.918945
	Iteration 64Q: 3 clusters Score -7773410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -7773419.500000 Penalty: 5285.918945
	Iteration 65Q: 3 clusters Score -7773420 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -7773409.500000 Penalty: 5285.918945
	Iteration 66Q: 3 clusters Score -7773410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -7773415.500000 Penalty: 5285.918945
	Iteration 67Q: 3 clusters Score -7773416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39934 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -7773422.500000 Penalty: 5285.918945
	Iteration 68Q: 3 clusters Score -7773422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -7773410.000000 Penalty: 5285.918945
	Iteration 69Q: 3 clusters Score -7773410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39960 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -7773412.000000 Penalty: 5285.918945
	Iteration 70Q: 3 clusters Score -7773412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -7773410.000000 Penalty: 5285.918945
	Iteration 71Q: 3 clusters Score -7773410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -7773418.000000 Penalty: 5285.918945
	Iteration 72Q: 3 clusters Score -7773418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -7773413.500000 Penalty: 5285.918945
	Iteration 73Q: 3 clusters Score -7773414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40000 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -7773420.000000 Penalty: 5285.918945
	Iteration 74Q: 3 clusters Score -7773420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -7773411.500000 Penalty: 5285.918945
	Iteration 75Q: 3 clusters Score -7773412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -7773412.500000 Penalty: 5285.918945
	Iteration 76Q: 3 clusters Score -7773412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40030 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -7773411.000000 Penalty: 5285.918945
	Iteration 77Q: 3 clusters Score -7773411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -7773408.500000 Penalty: 5285.918945
	Iteration 78Q: 3 clusters Score -7773408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -7773413.000000 Penalty: 5285.918945
	Iteration 79Q: 3 clusters Score -7773413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -7773410.500000 Penalty: 5285.918945
	Iteration 80F: 3 clusters Score -7773410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -7773409.000000 Penalty: 5285.918945
	Iteration 81Q: 3 clusters Score -7773409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -7773409.000000 Penalty: 5285.918945
	Iteration 82Q: 3 clusters Score -7773409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -7773412.000000 Penalty: 5285.918945
	Iteration 83Q: 3 clusters Score -7773412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -7773412.000000 Penalty: 5285.918945
	Iteration 84F: 3 clusters Score -7773412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -88868.484375 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -88868.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -87242.187500 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -87242.19 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -87785.937500 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -87785.94 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -88044.804688 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -88044.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -88239.171875 Penalty: 3292.729736
	Iteration 3F: 3 clusters Score -88239.17 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -88329.070312 Penalty: 3292.729736
	Iteration 4Q: 3 clusters Score -88329.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -88382.203125 Penalty: 3292.729736
	Iteration 5Q: 3 clusters Score -88382.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -88415.187500 Penalty: 3292.729736
	Iteration 6Q: 3 clusters Score -88415.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -88422.984375 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -88422.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -88424.976562 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -88424.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -88439.648438 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -88439.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -88462.218750 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -88462.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -88483.617188 Penalty: 3292.729736
	Iteration 11Q: 3 clusters Score -88483.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -88499.796875 Penalty: 3292.729736
	Iteration 12Q: 3 clusters Score -88499.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -88510.414062 Penalty: 3292.729736
	Iteration 13Q: 3 clusters Score -88510.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -88517.734375 Penalty: 3292.729736
	Iteration 14Q: 3 clusters Score -88517.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -88531.484375 Penalty: 3292.729736
	Iteration 15Q: 3 clusters Score -88531.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -88553.812500 Penalty: 3292.729736
	Iteration 16Q: 3 clusters Score -88553.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -88563.835938 Penalty: 3292.729736
	Iteration 17Q: 3 clusters Score -88563.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -88565.671875 Penalty: 3292.729736
	Iteration 18Q: 3 clusters Score -88565.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -88565.945312 Penalty: 3292.729736
	Iteration 19Q: 3 clusters Score -88565.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -88567.453125 Penalty: 3292.729736
	Iteration 20F: 3 clusters Score -88567.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -88581.445312 Penalty: 3292.729736
	Iteration 21Q: 3 clusters Score -88581.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -88586.164062 Penalty: 3292.729736
	Iteration 22Q: 3 clusters Score -88586.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -88592.398438 Penalty: 3292.729736
	Iteration 23Q: 3 clusters Score -88592.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -88608.976562 Penalty: 3292.729736
	Iteration 24Q: 3 clusters Score -88608.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -88610.742188 Penalty: 3292.729736
	Iteration 25Q: 3 clusters Score -88610.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -88610.742188 Penalty: 3292.729736
	Iteration 26F: 3 clusters Score -88610.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (46257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46257 members 
Entering Unmasked Estep 
Score: -8495023.000000 Penalty: 2664.008057
	Iteration 0F: 2 clusters Score -8495023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -8467290.000000 Penalty: 5328.016113
	Iteration 0F: 3 clusters Score -8467290 nChanged 21264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -8478864.000000 Penalty: 5328.016113
	Iteration 1F: 3 clusters Score -8478864 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -8479350.000000 Penalty: 5328.016113
	Iteration 2Q: 3 clusters Score -8479350 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -8479731.000000 Penalty: 5328.016113
	Iteration 3Q: 3 clusters Score -8479731 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -8480124.000000 Penalty: 5328.016113
	Iteration 4Q: 3 clusters Score -8480124 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -8480591.000000 Penalty: 5328.016113
	Iteration 5Q: 3 clusters Score -8480591 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -8480913.000000 Penalty: 5328.016113
	Iteration 6Q: 3 clusters Score -8480913 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -8481413.000000 Penalty: 5328.016113
	Iteration 7Q: 3 clusters Score -8481413 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -8481969.000000 Penalty: 5328.016113
	Iteration 8Q: 3 clusters Score -8481969 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -8482732.000000 Penalty: 5328.016113
	Iteration 9Q: 3 clusters Score -8482732 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22618 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -8483716.000000 Penalty: 5328.016113
	Iteration 10Q: 3 clusters Score -8483716 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -8485047.000000 Penalty: 5328.016113
	Iteration 11Q: 3 clusters Score -8485047 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -8486785.000000 Penalty: 5328.016113
	Iteration 12F: 3 clusters Score -8486785 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -8488409.000000 Penalty: 5328.016113
	Iteration 13F: 3 clusters Score -8488409 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -8489439.000000 Penalty: 5328.016113
	Iteration 14Q: 3 clusters Score -8489439 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -8489935.000000 Penalty: 5328.016113
	Iteration 15Q: 3 clusters Score -8489935 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -8490327.000000 Penalty: 5328.016113
	Iteration 16Q: 3 clusters Score -8490327 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -8490591.000000 Penalty: 5328.016113
	Iteration 17Q: 3 clusters Score -8490591 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -8490856.000000 Penalty: 5328.016113
	Iteration 18Q: 3 clusters Score -8490856 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -8491212.000000 Penalty: 5328.016113
	Iteration 19Q: 3 clusters Score -8491212 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -8491574.000000 Penalty: 5328.016113
	Iteration 20F: 3 clusters Score -8491574 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 31533 members 
Entering Unmasked Estep 
Score: -8491906.000000 Penalty: 5328.016113
	Iteration 21Q: 3 clusters Score -8491906 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -8492193.000000 Penalty: 5328.016113
	Iteration 22Q: 3 clusters Score -8492193 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 32983 members 
Entering Unmasked Estep 
Score: -8492447.000000 Penalty: 5328.016113
	Iteration 23Q: 3 clusters Score -8492447 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -8492704.000000 Penalty: 5328.016113
	Iteration 24Q: 3 clusters Score -8492704 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 34321 members 
Entering Unmasked Estep 
Score: -8492969.000000 Penalty: 5328.016113
	Iteration 25Q: 3 clusters Score -8492969 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -8493159.000000 Penalty: 5328.016113
	Iteration 26Q: 3 clusters Score -8493159 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -8493348.000000 Penalty: 5328.016113
	Iteration 27Q: 3 clusters Score -8493348 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -8493508.000000 Penalty: 5328.016113
	Iteration 28Q: 3 clusters Score -8493508 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 36923 members 
Entering Unmasked Estep 
Score: -8493724.000000 Penalty: 5328.016113
	Iteration 29Q: 3 clusters Score -8493724 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -8493961.000000 Penalty: 5328.016113
	Iteration 30Q: 3 clusters Score -8493961 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -8494110.000000 Penalty: 5328.016113
	Iteration 31Q: 3 clusters Score -8494110 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -8494266.000000 Penalty: 5328.016113
	Iteration 32Q: 3 clusters Score -8494266 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -8494433.000000 Penalty: 5328.016113
	Iteration 33Q: 3 clusters Score -8494433 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 40073 members 
Entering Unmasked Estep 
Score: -8494583.000000 Penalty: 5328.016113
	Iteration 34Q: 3 clusters Score -8494583 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 40580 members 
Entering Unmasked Estep 
Score: -8494644.000000 Penalty: 5328.016113
	Iteration 35Q: 3 clusters Score -8494644 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 41084 members 
Entering Unmasked Estep 
Score: -8494686.000000 Penalty: 5328.016113
	Iteration 36Q: 3 clusters Score -8494686 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 41588 members 
Entering Unmasked Estep 
Score: -8494707.000000 Penalty: 5328.016113
	Iteration 37Q: 3 clusters Score -8494707 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
Score: -8494755.000000 Penalty: 5328.016113
	Iteration 38Q: 3 clusters Score -8494755 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -8494726.000000 Penalty: 5328.016113
	Iteration 39Q: 3 clusters Score -8494726 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 42944 members 
Entering Unmasked Estep 
Score: -8494760.000000 Penalty: 5328.016113
	Iteration 40F: 3 clusters Score -8494760 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -8494672.000000 Penalty: 5328.016113
	Iteration 41Q: 3 clusters Score -8494672 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 43788 members 
Entering Unmasked Estep 
Score: -8494564.000000 Penalty: 5328.016113
	Iteration 42Q: 3 clusters Score -8494564 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 44130 members 
Entering Unmasked Estep 
Score: -8494455.000000 Penalty: 5328.016113
	Iteration 43Q: 3 clusters Score -8494455 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 44420 members 
Entering Unmasked Estep 
Score: -8494308.000000 Penalty: 5328.016113
	Iteration 44Q: 3 clusters Score -8494308 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 44643 members 
Entering Unmasked Estep 
Score: -8494218.000000 Penalty: 5328.016113
	Iteration 45Q: 3 clusters Score -8494218 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -8494148.000000 Penalty: 5328.016113
	Iteration 46Q: 3 clusters Score -8494148 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 44963 members 
Entering Unmasked Estep 
Score: -8494065.000000 Penalty: 5328.016113
	Iteration 47Q: 3 clusters Score -8494065 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 45067 members 
Entering Unmasked Estep 
Score: -8494009.000000 Penalty: 5328.016113
	Iteration 48Q: 3 clusters Score -8494009 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 45151 members 
Entering Unmasked Estep 
Score: -8493987.000000 Penalty: 5328.016113
	Iteration 49Q: 3 clusters Score -8493987 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 45220 members 
Entering Unmasked Estep 
Score: -8493925.000000 Penalty: 5328.016113
	Iteration 50Q: 3 clusters Score -8493925 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 45275 members 
Entering Unmasked Estep 
Score: -8493889.000000 Penalty: 5328.016113
	Iteration 51Q: 3 clusters Score -8493889 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -8493872.000000 Penalty: 5328.016113
	Iteration 52Q: 3 clusters Score -8493872 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -8493860.000000 Penalty: 5328.016113
	Iteration 53Q: 3 clusters Score -8493860 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 45378 members 
Entering Unmasked Estep 
Score: -8493856.000000 Penalty: 5328.016113
	Iteration 54Q: 3 clusters Score -8493856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -8493829.000000 Penalty: 5328.016113
	Iteration 55Q: 3 clusters Score -8493829 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 45419 members 
Entering Unmasked Estep 
Score: -8493814.000000 Penalty: 5328.016113
	Iteration 56Q: 3 clusters Score -8493814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -8493787.000000 Penalty: 5328.016113
	Iteration 57Q: 3 clusters Score -8493787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 45451 members 
Entering Unmasked Estep 
Score: -8493772.000000 Penalty: 5328.016113
	Iteration 58Q: 3 clusters Score -8493772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 45459 members 
Entering Unmasked Estep 
Score: -8493760.000000 Penalty: 5328.016113
	Iteration 59Q: 3 clusters Score -8493760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
Score: -8493766.000000 Penalty: 5328.016113
	Iteration 60F: 3 clusters Score -8493766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 45474 members 
Entering Unmasked Estep 
Score: -8493757.000000 Penalty: 5328.016113
	Iteration 61Q: 3 clusters Score -8493757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -8493756.000000 Penalty: 5328.016113
	Iteration 62Q: 3 clusters Score -8493756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 45489 members 
Entering Unmasked Estep 
Score: -8493749.000000 Penalty: 5328.016113
	Iteration 63Q: 3 clusters Score -8493749 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -8493755.000000 Penalty: 5328.016113
	Iteration 64Q: 3 clusters Score -8493755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
Score: -8493760.000000 Penalty: 5328.016113
	Iteration 65Q: 3 clusters Score -8493760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 45497 members 
Entering Unmasked Estep 
Score: -8493752.000000 Penalty: 5328.016113
	Iteration 66Q: 3 clusters Score -8493752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -8493748.000000 Penalty: 5328.016113
	Iteration 67Q: 3 clusters Score -8493748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -8493751.000000 Penalty: 5328.016113
	Iteration 68Q: 3 clusters Score -8493751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 45501 members 
Entering Unmasked Estep 
Score: -8493750.000000 Penalty: 5328.016113
	Iteration 69Q: 3 clusters Score -8493750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
Score: -8493748.000000 Penalty: 5328.016113
	Iteration 70Q: 3 clusters Score -8493748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 45505 members 
Entering Unmasked Estep 
Score: -8493745.000000 Penalty: 5328.016113
	Iteration 71Q: 3 clusters Score -8493745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 45505 members 
Entering Unmasked Estep 
Score: -8493745.000000 Penalty: 5328.016113
	Iteration 72F: 3 clusters Score -8493745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (31229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Entering Unmasked Estep 
Score: -5551023.000000 Penalty: 2566.577393
	Iteration 0F: 2 clusters Score -5551023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -5529669.000000 Penalty: 5133.154785
	Iteration 0F: 3 clusters Score -5529669 nChanged 14078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -5537343.500000 Penalty: 5133.154785
	Iteration 1F: 3 clusters Score -5537344 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -5537793.000000 Penalty: 5133.154785
	Iteration 2Q: 3 clusters Score -5537793 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -5538217.500000 Penalty: 5133.154785
	Iteration 3Q: 3 clusters Score -5538218 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -5538781.000000 Penalty: 5133.154785
	Iteration 4Q: 3 clusters Score -5538781 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -5539603.000000 Penalty: 5133.154785
	Iteration 5F: 3 clusters Score -5539603 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -5540801.500000 Penalty: 5133.154785
	Iteration 6F: 3 clusters Score -5540802 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -5542533.500000 Penalty: 5133.154785
	Iteration 7F: 3 clusters Score -5542534 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -5544649.000000 Penalty: 5133.154785
	Iteration 8F: 3 clusters Score -5544649 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -5546648.500000 Penalty: 5133.154785
	Iteration 9F: 3 clusters Score -5546648 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -5547955.500000 Penalty: 5133.154785
	Iteration 10Q: 3 clusters Score -5547956 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -5548649.500000 Penalty: 5133.154785
	Iteration 11Q: 3 clusters Score -5548650 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -5549035.000000 Penalty: 5133.154785
	Iteration 12Q: 3 clusters Score -5549035 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5549200.000000 Penalty: 5133.154785
	Iteration 13Q: 3 clusters Score -5549200 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -5549255.500000 Penalty: 5133.154785
	Iteration 14Q: 3 clusters Score -5549256 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -5549321.500000 Penalty: 5133.154785
	Iteration 15Q: 3 clusters Score -5549322 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -5549358.000000 Penalty: 5133.154785
	Iteration 16Q: 3 clusters Score -5549358 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -5549380.500000 Penalty: 5133.154785
	Iteration 17Q: 3 clusters Score -5549380 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -5549390.500000 Penalty: 5133.154785
	Iteration 18Q: 3 clusters Score -5549390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -5549390.500000 Penalty: 5133.154785
	Iteration 19Q: 3 clusters Score -5549390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -5549399.000000 Penalty: 5133.154785
	Iteration 20F: 3 clusters Score -5549399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -5549407.000000 Penalty: 5133.154785
	Iteration 21Q: 3 clusters Score -5549407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5549404.500000 Penalty: 5133.154785
	Iteration 22Q: 3 clusters Score -5549404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5549407.500000 Penalty: 5133.154785
	Iteration 23Q: 3 clusters Score -5549408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5549408.000000 Penalty: 5133.154785
	Iteration 24Q: 3 clusters Score -5549408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5549410.500000 Penalty: 5133.154785
	Iteration 25Q: 3 clusters Score -5549410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5549410.500000 Penalty: 5133.154785
	Iteration 26F: 3 clusters Score -5549410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (45753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Entering Unmasked Estep 
Score: -8340283.500000 Penalty: 2661.291016
	Iteration 0F: 2 clusters Score -8340284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -8310589.000000 Penalty: 5322.582031
	Iteration 0F: 3 clusters Score -8310589 nChanged 20989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -8322181.000000 Penalty: 5322.582031
	Iteration 1F: 3 clusters Score -8322181 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -8322811.500000 Penalty: 5322.582031
	Iteration 2Q: 3 clusters Score -8322812 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -8323473.500000 Penalty: 5322.582031
	Iteration 3Q: 3 clusters Score -8323474 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -8324027.000000 Penalty: 5322.582031
	Iteration 4Q: 3 clusters Score -8324027 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -8324505.500000 Penalty: 5322.582031
	Iteration 5Q: 3 clusters Score -8324506 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -8324983.500000 Penalty: 5322.582031
	Iteration 6Q: 3 clusters Score -8324984 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -8325421.500000 Penalty: 5322.582031
	Iteration 7Q: 3 clusters Score -8325422 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -8325868.000000 Penalty: 5322.582031
	Iteration 8Q: 3 clusters Score -8325868 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -8326422.500000 Penalty: 5322.582031
	Iteration 9Q: 3 clusters Score -8326422 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -8327115.500000 Penalty: 5322.582031
	Iteration 10Q: 3 clusters Score -8327116 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -8327979.000000 Penalty: 5322.582031
	Iteration 11Q: 3 clusters Score -8327979 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -8328976.500000 Penalty: 5322.582031
	Iteration 12Q: 3 clusters Score -8328976 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -8330078.000000 Penalty: 5322.582031
	Iteration 13Q: 3 clusters Score -8330078 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -8331059.000000 Penalty: 5322.582031
	Iteration 14Q: 3 clusters Score -8331059 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -8331625.000000 Penalty: 5322.582031
	Iteration 15Q: 3 clusters Score -8331625 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -8331919.000000 Penalty: 5322.582031
	Iteration 16Q: 3 clusters Score -8331919 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -8332096.000000 Penalty: 5322.582031
	Iteration 17Q: 3 clusters Score -8332096 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -8332204.500000 Penalty: 5322.582031
	Iteration 18Q: 3 clusters Score -8332204 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -8332320.000000 Penalty: 5322.582031
	Iteration 19Q: 3 clusters Score -8332320 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -8332381.500000 Penalty: 5322.582031
	Iteration 20F: 3 clusters Score -8332382 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -8332517.000000 Penalty: 5322.582031
	Iteration 21Q: 3 clusters Score -8332517 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23947 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -8332598.000000 Penalty: 5322.582031
	Iteration 22Q: 3 clusters Score -8332598 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -8332669.500000 Penalty: 5322.582031
	Iteration 23Q: 3 clusters Score -8332670 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -8332733.500000 Penalty: 5322.582031
	Iteration 24Q: 3 clusters Score -8332734 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -8332810.500000 Penalty: 5322.582031
	Iteration 25Q: 3 clusters Score -8332810 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -8332886.500000 Penalty: 5322.582031
	Iteration 26Q: 3 clusters Score -8332886 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -8332949.000000 Penalty: 5322.582031
	Iteration 27Q: 3 clusters Score -8332949 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -8333030.500000 Penalty: 5322.582031
	Iteration 28Q: 3 clusters Score -8333030 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -8333096.000000 Penalty: 5322.582031
	Iteration 29Q: 3 clusters Score -8333096 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -8333182.000000 Penalty: 5322.582031
	Iteration 30Q: 3 clusters Score -8333182 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -8333306.000000 Penalty: 5322.582031
	Iteration 31Q: 3 clusters Score -8333306 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27370 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -8333411.000000 Penalty: 5322.582031
	Iteration 32Q: 3 clusters Score -8333411 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -8333515.500000 Penalty: 5322.582031
	Iteration 33Q: 3 clusters Score -8333516 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28327 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -8333620.500000 Penalty: 5322.582031
	Iteration 34Q: 3 clusters Score -8333620 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -8333693.500000 Penalty: 5322.582031
	Iteration 35Q: 3 clusters Score -8333694 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -8333817.500000 Penalty: 5322.582031
	Iteration 36Q: 3 clusters Score -8333818 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -8333939.500000 Penalty: 5322.582031
	Iteration 37Q: 3 clusters Score -8333940 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -8334089.500000 Penalty: 5322.582031
	Iteration 38Q: 3 clusters Score -8334090 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -8334269.500000 Penalty: 5322.582031
	Iteration 39Q: 3 clusters Score -8334270 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -8334473.000000 Penalty: 5322.582031
	Iteration 40F: 3 clusters Score -8334473 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -8334715.000000 Penalty: 5322.582031
	Iteration 41Q: 3 clusters Score -8334715 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -8334970.500000 Penalty: 5322.582031
	Iteration 42Q: 3 clusters Score -8334970 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -8335259.500000 Penalty: 5322.582031
	Iteration 43Q: 3 clusters Score -8335260 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -8335538.000000 Penalty: 5322.582031
	Iteration 44Q: 3 clusters Score -8335538 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36196 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -8335939.000000 Penalty: 5322.582031
	Iteration 45Q: 3 clusters Score -8335939 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -8336340.500000 Penalty: 5322.582031
	Iteration 46Q: 3 clusters Score -8336340 nChanged 911
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -8336778.000000 Penalty: 5322.582031
	Iteration 47Q: 3 clusters Score -8336778 nChanged 904
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -8337181.500000 Penalty: 5322.582031
	Iteration 48Q: 3 clusters Score -8337182 nChanged 850
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39741 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -8337630.000000 Penalty: 5322.582031
	Iteration 49Q: 3 clusters Score -8337630 nChanged 744
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -8338006.000000 Penalty: 5322.582031
	Iteration 50Q: 3 clusters Score -8338006 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -8338339.000000 Penalty: 5322.582031
	Iteration 51Q: 3 clusters Score -8338339 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41703 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -8338546.000000 Penalty: 5322.582031
	Iteration 52Q: 3 clusters Score -8338546 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42172 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -8338697.000000 Penalty: 5322.582031
	Iteration 53Q: 3 clusters Score -8338697 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -8338812.000000 Penalty: 5322.582031
	Iteration 54Q: 3 clusters Score -8338812 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -8338964.500000 Penalty: 5322.582031
	Iteration 55Q: 3 clusters Score -8338964 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -8339029.000000 Penalty: 5322.582031
	Iteration 56Q: 3 clusters Score -8339029 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43217 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8339063 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43342 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8339080 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43435 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -8339111.000000 Penalty: 5322.582031
	Iteration 59Q: 3 clusters Score -8339111 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -8339138.500000 Penalty: 5322.582031
	Iteration 60F: 3 clusters Score -8339138 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -8339153.000000 Penalty: 5322.582031
	Iteration 61Q: 3 clusters Score -8339153 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -8339181.500000 Penalty: 5322.582031
	Iteration 62Q: 3 clusters Score -8339182 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43781 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -8339189.500000 Penalty: 5322.582031
	Iteration 63Q: 3 clusters Score -8339190 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -8339180.000000 Penalty: 5322.582031
	Iteration 64Q: 3 clusters Score -8339180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43839 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -8339181.000000 Penalty: 5322.582031
	Iteration 65Q: 3 clusters Score -8339181 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -8339177.500000 Penalty: 5322.582031
	Iteration 66Q: 3 clusters Score -8339178 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -8339174.000000 Penalty: 5322.582031
	Iteration 67Q: 3 clusters Score -8339174 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -8339181.500000 Penalty: 5322.582031
	Iteration 68Q: 3 clusters Score -8339182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -8339191.500000 Penalty: 5322.582031
	Iteration 69Q: 3 clusters Score -8339192 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -8339190.500000 Penalty: 5322.582031
	Iteration 70Q: 3 clusters Score -8339190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43970 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -8339199.500000 Penalty: 5322.582031
	Iteration 71Q: 3 clusters Score -8339200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43988 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -8339188.000000 Penalty: 5322.582031
	Iteration 72Q: 3 clusters Score -8339188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -8339180.500000 Penalty: 5322.582031
	Iteration 73Q: 3 clusters Score -8339180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44026 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -8339178.500000 Penalty: 5322.582031
	Iteration 74Q: 3 clusters Score -8339178 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44048 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -8339169.500000 Penalty: 5322.582031
	Iteration 75Q: 3 clusters Score -8339170 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -8339176.000000 Penalty: 5322.582031
	Iteration 76Q: 3 clusters Score -8339176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44070 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -8339180.500000 Penalty: 5322.582031
	Iteration 77Q: 3 clusters Score -8339180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -8339175.000000 Penalty: 5322.582031
	Iteration 78Q: 3 clusters Score -8339175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -8339182.000000 Penalty: 5322.582031
	Iteration 79Q: 3 clusters Score -8339182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44085 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -8339179.000000 Penalty: 5322.582031
	Iteration 80F: 3 clusters Score -8339179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44091 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -8339173.000000 Penalty: 5322.582031
	Iteration 81Q: 3 clusters Score -8339173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -8339168.000000 Penalty: 5322.582031
	Iteration 82Q: 3 clusters Score -8339168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44099 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -8339176.000000 Penalty: 5322.582031
	Iteration 83Q: 3 clusters Score -8339176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -8339159.000000 Penalty: 5322.582031
	Iteration 84Q: 3 clusters Score -8339159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44113 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -8339165.500000 Penalty: 5322.582031
	Iteration 85Q: 3 clusters Score -8339166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -8339164.000000 Penalty: 5322.582031
	Iteration 86Q: 3 clusters Score -8339164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44130 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -8339169.000000 Penalty: 5322.582031
	Iteration 87Q: 3 clusters Score -8339169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44144 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -8339171.500000 Penalty: 5322.582031
	Iteration 88Q: 3 clusters Score -8339172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44155 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -8339177.000000 Penalty: 5322.582031
	Iteration 89Q: 3 clusters Score -8339177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44165 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -8339174.000000 Penalty: 5322.582031
	Iteration 90Q: 3 clusters Score -8339174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -8339171.000000 Penalty: 5322.582031
	Iteration 91Q: 3 clusters Score -8339171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44177 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -8339173.500000 Penalty: 5322.582031
	Iteration 92Q: 3 clusters Score -8339174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -8339172.000000 Penalty: 5322.582031
	Iteration 93Q: 3 clusters Score -8339172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -8339165.000000 Penalty: 5322.582031
	Iteration 94Q: 3 clusters Score -8339165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -8339162.000000 Penalty: 5322.582031
	Iteration 95Q: 3 clusters Score -8339162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -8339166.500000 Penalty: 5322.582031
	Iteration 96Q: 3 clusters Score -8339166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44196 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -8339169.000000 Penalty: 5322.582031
	Iteration 97Q: 3 clusters Score -8339169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -8339162.500000 Penalty: 5322.582031
	Iteration 98Q: 3 clusters Score -8339162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44199 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -8339161.000000 Penalty: 5322.582031
	Iteration 99Q: 3 clusters Score -8339161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44200 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -8339167.500000 Penalty: 5322.582031
	Iteration 100F: 3 clusters Score -8339168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44202 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -8339158.000000 Penalty: 5322.582031
	Iteration 101Q: 3 clusters Score -8339158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44206 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -8339154.000000 Penalty: 5322.582031
	Iteration 102Q: 3 clusters Score -8339154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -8339155.500000 Penalty: 5322.582031
	Iteration 103Q: 3 clusters Score -8339156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44211 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -8339155.500000 Penalty: 5322.582031
	Iteration 104Q: 3 clusters Score -8339156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44214 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -8339158.000000 Penalty: 5322.582031
	Iteration 105Q: 3 clusters Score -8339158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -8339151.000000 Penalty: 5322.582031
	Iteration 106Q: 3 clusters Score -8339151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44225 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -8339151.000000 Penalty: 5322.582031
	Iteration 107Q: 3 clusters Score -8339151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44227 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -8339150.500000 Penalty: 5322.582031
	Iteration 108Q: 3 clusters Score -8339150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -8339151.000000 Penalty: 5322.582031
	Iteration 109Q: 3 clusters Score -8339151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -8339156.000000 Penalty: 5322.582031
	Iteration 110Q: 3 clusters Score -8339156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44231 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8339152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44231 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -8339152.000000 Penalty: 5322.582031
	Iteration 112F: 3 clusters Score -8339152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (43488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43488 members 
Entering Unmasked Estep 
Score: -7931723.000000 Penalty: 2648.699707
	Iteration 0F: 2 clusters Score -7931723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -7902732.000000 Penalty: 5297.399414
	Iteration 0F: 3 clusters Score -7902732 nChanged 19987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -7913820.000000 Penalty: 5297.399414
	Iteration 1F: 3 clusters Score -7913820 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -7914424.500000 Penalty: 5297.399414
	Iteration 2Q: 3 clusters Score -7914424 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -7915110.000000 Penalty: 5297.399414
	Iteration 3Q: 3 clusters Score -7915110 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -7915930.500000 Penalty: 5297.399414
	Iteration 4Q: 3 clusters Score -7915930 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -7917120.500000 Penalty: 5297.399414
	Iteration 5Q: 3 clusters Score -7917120 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -7918844.000000 Penalty: 5297.399414
	Iteration 6F: 3 clusters Score -7918844 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 30697 members 
Entering Unmasked Estep 
Score: -7920830.000000 Penalty: 5297.399414
	Iteration 7F: 3 clusters Score -7920830 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -7922749.000000 Penalty: 5297.399414
	Iteration 8F: 3 clusters Score -7922749 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 34155 members 
Entering Unmasked Estep 
Score: -7924349.500000 Penalty: 5297.399414
	Iteration 9Q: 3 clusters Score -7924350 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -7925443.500000 Penalty: 5297.399414
	Iteration 10Q: 3 clusters Score -7925444 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 36573 members 
Entering Unmasked Estep 
Score: -7926216.000000 Penalty: 5297.399414
	Iteration 11Q: 3 clusters Score -7926216 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -7926754.500000 Penalty: 5297.399414
	Iteration 12Q: 3 clusters Score -7926754 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -7927159.000000 Penalty: 5297.399414
	Iteration 13Q: 3 clusters Score -7927159 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -7927554.500000 Penalty: 5297.399414
	Iteration 14Q: 3 clusters Score -7927554 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 39684 members 
Entering Unmasked Estep 
Score: -7927856.500000 Penalty: 5297.399414
	Iteration 15Q: 3 clusters Score -7927856 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 40260 members 
Entering Unmasked Estep 
Score: -7928137.000000 Penalty: 5297.399414
	Iteration 16Q: 3 clusters Score -7928137 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -7928385.000000 Penalty: 5297.399414
	Iteration 17Q: 3 clusters Score -7928385 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 41186 members 
Entering Unmasked Estep 
Score: -7928624.000000 Penalty: 5297.399414
	Iteration 18Q: 3 clusters Score -7928624 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -7928806.500000 Penalty: 5297.399414
	Iteration 19Q: 3 clusters Score -7928806 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -7928938.000000 Penalty: 5297.399414
	Iteration 20F: 3 clusters Score -7928938 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -7929064.000000 Penalty: 5297.399414
	Iteration 21Q: 3 clusters Score -7929064 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -7929129.000000 Penalty: 5297.399414
	Iteration 22Q: 3 clusters Score -7929129 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
Score: -7929197.500000 Penalty: 5297.399414
	Iteration 23Q: 3 clusters Score -7929198 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -7929260.000000 Penalty: 5297.399414
	Iteration 24Q: 3 clusters Score -7929260 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 42489 members 
Entering Unmasked Estep 
Score: -7929326.000000 Penalty: 5297.399414
	Iteration 25Q: 3 clusters Score -7929326 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -7929357.000000 Penalty: 5297.399414
	Iteration 26Q: 3 clusters Score -7929357 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -7929389.500000 Penalty: 5297.399414
	Iteration 27Q: 3 clusters Score -7929390 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -7929409.000000 Penalty: 5297.399414
	Iteration 28Q: 3 clusters Score -7929409 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -7929434.500000 Penalty: 5297.399414
	Iteration 29Q: 3 clusters Score -7929434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 42675 members 
Entering Unmasked Estep 
Score: -7929430.000000 Penalty: 5297.399414
	Iteration 30Q: 3 clusters Score -7929430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 42689 members 
Entering Unmasked Estep 
Score: -7929437.000000 Penalty: 5297.399414
	Iteration 31Q: 3 clusters Score -7929437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -7929458.500000 Penalty: 5297.399414
	Iteration 32Q: 3 clusters Score -7929458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 42715 members 
Entering Unmasked Estep 
Score: -7929460.000000 Penalty: 5297.399414
	Iteration 33Q: 3 clusters Score -7929460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -7929464.500000 Penalty: 5297.399414
	Iteration 34Q: 3 clusters Score -7929464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -7929469.500000 Penalty: 5297.399414
	Iteration 35Q: 3 clusters Score -7929470 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -7929479.000000 Penalty: 5297.399414
	Iteration 36Q: 3 clusters Score -7929479 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -7929492.000000 Penalty: 5297.399414
	Iteration 37Q: 3 clusters Score -7929492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 42772 members 
Entering Unmasked Estep 
Score: -7929500.500000 Penalty: 5297.399414
	Iteration 38Q: 3 clusters Score -7929500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -7929498.000000 Penalty: 5297.399414
	Iteration 39Q: 3 clusters Score -7929498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -7929497.500000 Penalty: 5297.399414
	Iteration 40F: 3 clusters Score -7929498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 42785 members 
Entering Unmasked Estep 
Score: -7929510.500000 Penalty: 5297.399414
	Iteration 41Q: 3 clusters Score -7929510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 42787 members 
Entering Unmasked Estep 
Score: -7929510.500000 Penalty: 5297.399414
	Iteration 42Q: 3 clusters Score -7929510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 42789 members 
Entering Unmasked Estep 
Score: -7929513.000000 Penalty: 5297.399414
	Iteration 43Q: 3 clusters Score -7929513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
Score: -7929513.000000 Penalty: 5297.399414
	Iteration 44Q: 3 clusters Score -7929513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 42793 members 
Entering Unmasked Estep 
Score: -7929520.000000 Penalty: 5297.399414
	Iteration 45Q: 3 clusters Score -7929520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 42795 members 
Entering Unmasked Estep 
Score: -7929515.000000 Penalty: 5297.399414
	Iteration 46Q: 3 clusters Score -7929515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 42798 members 
Entering Unmasked Estep 
Score: -7929525.000000 Penalty: 5297.399414
	Iteration 47Q: 3 clusters Score -7929525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -7929525.500000 Penalty: 5297.399414
	Iteration 48Q: 3 clusters Score -7929526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 42801 members 
Entering Unmasked Estep 
Score: -7929525.500000 Penalty: 5297.399414
	Iteration 49Q: 3 clusters Score -7929526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 42802 members 
Entering Unmasked Estep 
Score: -7929527.500000 Penalty: 5297.399414
	Iteration 50Q: 3 clusters Score -7929528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 42802 members 
Entering Unmasked Estep 
Score: -7929527.500000 Penalty: 5297.399414
	Iteration 51F: 3 clusters Score -7929528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43486 members 
Entering Unmasked Estep 
Score: -7947676.500000 Penalty: 2648.687988
	Iteration 0F: 2 clusters Score -7947676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -7918835.500000 Penalty: 5297.375977
	Iteration 0F: 3 clusters Score -7918836 nChanged 19832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -7929614.000000 Penalty: 5297.375977
	Iteration 1F: 3 clusters Score -7929614 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -7930080.000000 Penalty: 5297.375977
	Iteration 2Q: 3 clusters Score -7930080 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -7930526.500000 Penalty: 5297.375977
	Iteration 3Q: 3 clusters Score -7930526 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -7931071.500000 Penalty: 5297.375977
	Iteration 4Q: 3 clusters Score -7931072 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -7931716.000000 Penalty: 5297.375977
	Iteration 5Q: 3 clusters Score -7931716 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -7932732.000000 Penalty: 5297.375977
	Iteration 6Q: 3 clusters Score -7932732 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -7934290.000000 Penalty: 5297.375977
	Iteration 7F: 3 clusters Score -7934290 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -7936415.000000 Penalty: 5297.375977
	Iteration 8F: 3 clusters Score -7936415 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -7939071.000000 Penalty: 5297.375977
	Iteration 9F: 3 clusters Score -7939071 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38998 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -7941567.000000 Penalty: 5297.375977
	Iteration 10F: 3 clusters Score -7941567 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40957 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -7943381.000000 Penalty: 5297.375977
	Iteration 11Q: 3 clusters Score -7943381 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -7944304.500000 Penalty: 5297.375977
	Iteration 12Q: 3 clusters Score -7944304 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -7944858.000000 Penalty: 5297.375977
	Iteration 13Q: 3 clusters Score -7944858 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -7945072.000000 Penalty: 5297.375977
	Iteration 14Q: 3 clusters Score -7945072 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -7945170.000000 Penalty: 5297.375977
	Iteration 15Q: 3 clusters Score -7945170 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43051 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -7945235.500000 Penalty: 5297.375977
	Iteration 16Q: 3 clusters Score -7945236 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43089 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -7945284.000000 Penalty: 5297.375977
	Iteration 17Q: 3 clusters Score -7945284 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -7945310.500000 Penalty: 5297.375977
	Iteration 18Q: 3 clusters Score -7945310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -7945309.500000 Penalty: 5297.375977
	Iteration 19Q: 3 clusters Score -7945310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7945315.000000 Penalty: 5297.375977
	Iteration 20F: 3 clusters Score -7945315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -7945332.000000 Penalty: 5297.375977
	Iteration 21Q: 3 clusters Score -7945332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -7945338.000000 Penalty: 5297.375977
	Iteration 22Q: 3 clusters Score -7945338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43130 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -7945341.500000 Penalty: 5297.375977
	Iteration 23Q: 3 clusters Score -7945342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -7945354.000000 Penalty: 5297.375977
	Iteration 24Q: 3 clusters Score -7945354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43137 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -7945358.500000 Penalty: 5297.375977
	Iteration 25Q: 3 clusters Score -7945358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -7945358.000000 Penalty: 5297.375977
	Iteration 26Q: 3 clusters Score -7945358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -7945356.000000 Penalty: 5297.375977
	Iteration 27Q: 3 clusters Score -7945356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -7945356.000000 Penalty: 5297.375977
	Iteration 28Q: 3 clusters Score -7945356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43141 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -7945361.000000 Penalty: 5297.375977
	Iteration 29Q: 3 clusters Score -7945361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43142 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -7945361.500000 Penalty: 5297.375977
	Iteration 30Q: 3 clusters Score -7945362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43142 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -7945357.000000 Penalty: 5297.375977
	Iteration 31Q: 3 clusters Score -7945357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43142 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -7945358.000000 Penalty: 5297.375977
	Iteration 32Q: 3 clusters Score -7945358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43143 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -7945355.500000 Penalty: 5297.375977
	Iteration 33Q: 3 clusters Score -7945356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -7945360.000000 Penalty: 5297.375977
	Iteration 34Q: 3 clusters Score -7945360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -7945362.500000 Penalty: 5297.375977
	Iteration 35Q: 3 clusters Score -7945362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -7945362.500000 Penalty: 5297.375977
	Iteration 36F: 3 clusters Score -7945362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Entering Unmasked Estep 
Score: -106071.375000 Penalty: 1597.750000
	Iteration 0F: 2 clusters Score -106071.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -104437.429688 Penalty: 3195.500000
	Iteration 0F: 3 clusters Score -104437.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -104745.992188 Penalty: 3195.500000
	Iteration 1F: 3 clusters Score -104746 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -104901.328125 Penalty: 3195.500000
	Iteration 2F: 3 clusters Score -104901.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -104960.867188 Penalty: 3195.500000
	Iteration 3Q: 3 clusters Score -104960.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -105008.367188 Penalty: 3195.500000
	Iteration 4Q: 3 clusters Score -105008.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -105035.414062 Penalty: 3195.500000
	Iteration 5Q: 3 clusters Score -105035.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -105050.500000 Penalty: 3195.500000
	Iteration 6Q: 3 clusters Score -105050.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -105059.882812 Penalty: 3195.500000
	Iteration 7Q: 3 clusters Score -105059.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -105063.632812 Penalty: 3195.500000
	Iteration 8Q: 3 clusters Score -105063.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -105067.359375 Penalty: 3195.500000
	Iteration 9Q: 3 clusters Score -105067.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -105069.664062 Penalty: 3195.500000
	Iteration 10Q: 3 clusters Score -105069.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -105071.343750 Penalty: 3195.500000
	Iteration 11Q: 3 clusters Score -105071.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -105073.421875 Penalty: 3195.500000
	Iteration 12Q: 3 clusters Score -105073.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -105080.273438 Penalty: 3195.500000
	Iteration 13Q: 3 clusters Score -105080.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -105083.593750 Penalty: 3195.500000
	Iteration 14Q: 3 clusters Score -105083.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -105090.164062 Penalty: 3195.500000
	Iteration 15Q: 3 clusters Score -105090.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -105095.281250 Penalty: 3195.500000
	Iteration 16Q: 3 clusters Score -105095.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -105095.281250 Penalty: 3195.500000
	Iteration 17F: 3 clusters Score -105095.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38984 members 
Entering Unmasked Estep 
Score: -7153418.000000 Penalty: 2621.584961
	Iteration 0F: 2 clusters Score -7153418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -7127140.000000 Penalty: 5243.169922
	Iteration 0F: 3 clusters Score -7127140 nChanged 17726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20074 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -7136886.500000 Penalty: 5243.169922
	Iteration 1F: 3 clusters Score -7136886 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -7137364.000000 Penalty: 5243.169922
	Iteration 2Q: 3 clusters Score -7137364 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -7137854.000000 Penalty: 5243.169922
	Iteration 3Q: 3 clusters Score -7137854 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21592 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -7138391.500000 Penalty: 5243.169922
	Iteration 4Q: 3 clusters Score -7138392 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -7139114.000000 Penalty: 5243.169922
	Iteration 5Q: 3 clusters Score -7139114 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -7140033.000000 Penalty: 5243.169922
	Iteration 6Q: 3 clusters Score -7140033 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -7141118.500000 Penalty: 5243.169922
	Iteration 7Q: 3 clusters Score -7141118 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -7142441.000000 Penalty: 5243.169922
	Iteration 8Q: 3 clusters Score -7142441 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -7143873.500000 Penalty: 5243.169922
	Iteration 9F: 3 clusters Score -7143874 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -7145126.500000 Penalty: 5243.169922
	Iteration 10Q: 3 clusters Score -7145126 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -7146132.000000 Penalty: 5243.169922
	Iteration 11Q: 3 clusters Score -7146132 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -7146980.000000 Penalty: 5243.169922
	Iteration 12Q: 3 clusters Score -7146980 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -7147604.500000 Penalty: 5243.169922
	Iteration 13Q: 3 clusters Score -7147604 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -7148088.000000 Penalty: 5243.169922
	Iteration 14Q: 3 clusters Score -7148088 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -7148479.000000 Penalty: 5243.169922
	Iteration 15Q: 3 clusters Score -7148479 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -7148773.000000 Penalty: 5243.169922
	Iteration 16Q: 3 clusters Score -7148773 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -7149039.000000 Penalty: 5243.169922
	Iteration 17Q: 3 clusters Score -7149039 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -7149320.000000 Penalty: 5243.169922
	Iteration 18Q: 3 clusters Score -7149320 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -7149569.000000 Penalty: 5243.169922
	Iteration 19Q: 3 clusters Score -7149569 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -7149751.000000 Penalty: 5243.169922
	Iteration 20F: 3 clusters Score -7149751 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -7149943.500000 Penalty: 5243.169922
	Iteration 21Q: 3 clusters Score -7149944 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -7150174.500000 Penalty: 5243.169922
	Iteration 22Q: 3 clusters Score -7150174 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -7150354.500000 Penalty: 5243.169922
	Iteration 23Q: 3 clusters Score -7150354 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -7150474.000000 Penalty: 5243.169922
	Iteration 24Q: 3 clusters Score -7150474 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -7150568.500000 Penalty: 5243.169922
	Iteration 25Q: 3 clusters Score -7150568 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -7150665.500000 Penalty: 5243.169922
	Iteration 26Q: 3 clusters Score -7150666 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -7150754.500000 Penalty: 5243.169922
	Iteration 27Q: 3 clusters Score -7150754 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -7150805.500000 Penalty: 5243.169922
	Iteration 28Q: 3 clusters Score -7150806 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -7150845.000000 Penalty: 5243.169922
	Iteration 29Q: 3 clusters Score -7150845 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -7150884.500000 Penalty: 5243.169922
	Iteration 30Q: 3 clusters Score -7150884 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -7150925.000000 Penalty: 5243.169922
	Iteration 31Q: 3 clusters Score -7150925 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -7150947.500000 Penalty: 5243.169922
	Iteration 32Q: 3 clusters Score -7150948 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37991 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -7150967.500000 Penalty: 5243.169922
	Iteration 33Q: 3 clusters Score -7150968 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -7151002.500000 Penalty: 5243.169922
	Iteration 34Q: 3 clusters Score -7151002 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -7151018.500000 Penalty: 5243.169922
	Iteration 35Q: 3 clusters Score -7151018 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38090 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -7151032.000000 Penalty: 5243.169922
	Iteration 36Q: 3 clusters Score -7151032 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -7151041.500000 Penalty: 5243.169922
	Iteration 37Q: 3 clusters Score -7151042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38128 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -7151054.500000 Penalty: 5243.169922
	Iteration 38Q: 3 clusters Score -7151054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -7151051.000000 Penalty: 5243.169922
	Iteration 39Q: 3 clusters Score -7151051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -7151049.000000 Penalty: 5243.169922
	Iteration 40F: 3 clusters Score -7151049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38158 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -7151052.500000 Penalty: 5243.169922
	Iteration 41Q: 3 clusters Score -7151052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -7151065.500000 Penalty: 5243.169922
	Iteration 42Q: 3 clusters Score -7151066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -7151065.500000 Penalty: 5243.169922
	Iteration 43Q: 3 clusters Score -7151066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -7151073.000000 Penalty: 5243.169922
	Iteration 44Q: 3 clusters Score -7151073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38205 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -7151080.500000 Penalty: 5243.169922
	Iteration 45Q: 3 clusters Score -7151080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -7151077.500000 Penalty: 5243.169922
	Iteration 46Q: 3 clusters Score -7151078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -7151088.500000 Penalty: 5243.169922
	Iteration 47Q: 3 clusters Score -7151088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -7151089.500000 Penalty: 5243.169922
	Iteration 48Q: 3 clusters Score -7151090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -7151093.500000 Penalty: 5243.169922
	Iteration 49Q: 3 clusters Score -7151094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -7151095.500000 Penalty: 5243.169922
	Iteration 50Q: 3 clusters Score -7151096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -7151098.000000 Penalty: 5243.169922
	Iteration 51Q: 3 clusters Score -7151098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -7151101.000000 Penalty: 5243.169922
	Iteration 52Q: 3 clusters Score -7151101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -7151100.000000 Penalty: 5243.169922
	Iteration 53Q: 3 clusters Score -7151100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -7151102.500000 Penalty: 5243.169922
	Iteration 54Q: 3 clusters Score -7151102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38248 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -7151104.000000 Penalty: 5243.169922
	Iteration 55Q: 3 clusters Score -7151104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -7151103.000000 Penalty: 5243.169922
	Iteration 56Q: 3 clusters Score -7151103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -7151104.000000 Penalty: 5243.169922
	Iteration 57Q: 3 clusters Score -7151104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -7151108.000000 Penalty: 5243.169922
	Iteration 58Q: 3 clusters Score -7151108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -7151113.500000 Penalty: 5243.169922
	Iteration 59Q: 3 clusters Score -7151114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -7151113.500000 Penalty: 5243.169922
	Iteration 60F: 3 clusters Score -7151114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (45510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45510 members 
Entering Unmasked Estep 
Score: -8372330.000000 Penalty: 2659.970459
	Iteration 0F: 2 clusters Score -8372330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -8343253.000000 Penalty: 5319.940918
	Iteration 0F: 3 clusters Score -8343253 nChanged 20916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -8354617.500000 Penalty: 5319.940918
	Iteration 1F: 3 clusters Score -8354618 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 23761 members 
Entering Unmasked Estep 
Score: -8355192.000000 Penalty: 5319.940918
	Iteration 2Q: 3 clusters Score -8355192 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -8355840.500000 Penalty: 5319.940918
	Iteration 3Q: 3 clusters Score -8355840 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -8356766.500000 Penalty: 5319.940918
	Iteration 4Q: 3 clusters Score -8356766 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -8357985.000000 Penalty: 5319.940918
	Iteration 5F: 3 clusters Score -8357985 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -8359627.000000 Penalty: 5319.940918
	Iteration 6F: 3 clusters Score -8359627 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -8361887.000000 Penalty: 5319.940918
	Iteration 7F: 3 clusters Score -8361887 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -8364740.500000 Penalty: 5319.940918
	Iteration 8F: 3 clusters Score -8364740 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -8367423.000000 Penalty: 5319.940918
	Iteration 9F: 3 clusters Score -8367423 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -8368865.000000 Penalty: 5319.940918
	Iteration 10Q: 3 clusters Score -8368865 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -8369381.500000 Penalty: 5319.940918
	Iteration 11Q: 3 clusters Score -8369382 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -8369653.500000 Penalty: 5319.940918
	Iteration 12Q: 3 clusters Score -8369654 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -8369802.500000 Penalty: 5319.940918
	Iteration 13Q: 3 clusters Score -8369802 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -8369934.500000 Penalty: 5319.940918
	Iteration 14Q: 3 clusters Score -8369934 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 36013 members 
Entering Unmasked Estep 
Score: -8370003.000000 Penalty: 5319.940918
	Iteration 15Q: 3 clusters Score -8370003 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -8370096.000000 Penalty: 5319.940918
	Iteration 16Q: 3 clusters Score -8370096 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -8370108.000000 Penalty: 5319.940918
	Iteration 17Q: 3 clusters Score -8370108 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
Score: -8370172.000000 Penalty: 5319.940918
	Iteration 18Q: 3 clusters Score -8370172 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -8370181.000000 Penalty: 5319.940918
	Iteration 19Q: 3 clusters Score -8370181 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 36647 members 
Entering Unmasked Estep 
Score: -8370233.000000 Penalty: 5319.940918
	Iteration 20F: 3 clusters Score -8370233 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -8370253.000000 Penalty: 5319.940918
	Iteration 21Q: 3 clusters Score -8370253 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 36878 members 
Entering Unmasked Estep 
Score: -8370275.500000 Penalty: 5319.940918
	Iteration 22Q: 3 clusters Score -8370276 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 36958 members 
Entering Unmasked Estep 
Score: -8370289.000000 Penalty: 5319.940918
	Iteration 23Q: 3 clusters Score -8370289 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 37056 members 
Entering Unmasked Estep 
Score: -8370323.000000 Penalty: 5319.940918
	Iteration 24Q: 3 clusters Score -8370323 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -8370355.500000 Penalty: 5319.940918
	Iteration 25Q: 3 clusters Score -8370356 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -8370354.000000 Penalty: 5319.940918
	Iteration 26Q: 3 clusters Score -8370354 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -8370375.500000 Penalty: 5319.940918
	Iteration 27Q: 3 clusters Score -8370376 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -8370392.500000 Penalty: 5319.940918
	Iteration 28Q: 3 clusters Score -8370392 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -8370415.000000 Penalty: 5319.940918
	Iteration 29Q: 3 clusters Score -8370415 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -8370437.500000 Penalty: 5319.940918
	Iteration 30Q: 3 clusters Score -8370438 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -8370452.000000 Penalty: 5319.940918
	Iteration 31Q: 3 clusters Score -8370452 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -8370471.000000 Penalty: 5319.940918
	Iteration 32Q: 3 clusters Score -8370471 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -8370463.500000 Penalty: 5319.940918
	Iteration 33Q: 3 clusters Score -8370464 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -8370464.000000 Penalty: 5319.940918
	Iteration 34Q: 3 clusters Score -8370464 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -8370472.500000 Penalty: 5319.940918
	Iteration 35Q: 3 clusters Score -8370472 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 37971 members 
Entering Unmasked Estep 
Score: -8370478.000000 Penalty: 5319.940918
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8370512 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 38070 members 
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	Iteration 38Q: 3 clusters Score -8370505 nChanged 40
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Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 38110 members 
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	Iteration 39Q: 3 clusters Score -8370513 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7364 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8370511 nChanged 39
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Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8370528 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7273 members 
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8370536 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7229 members 
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	Iteration 43Q: 3 clusters Score -8370545 nChanged 35
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Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 38316 members 
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	Iteration 44Q: 3 clusters Score -8370549 nChanged 32
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Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8370553 nChanged 43
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Mstep: Class 1 contains 7119 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8370542 nChanged 42
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Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 38431 members 
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	Iteration 47Q: 3 clusters Score -8370543 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7020 members 
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	Iteration 48Q: 3 clusters Score -8370550 nChanged 65
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Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 38555 members 
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	Iteration 49Q: 3 clusters Score -8370566 nChanged 68
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Mstep: Class 2 contains 38623 members 
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	Iteration 50Q: 3 clusters Score -8370588 nChanged 73
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Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6736 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 38835 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8370647 nChanged 65
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Mstep: Class 1 contains 6610 members 
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	Iteration 54Q: 3 clusters Score -8370654 nChanged 64
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Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8370654 nChanged 57
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Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 39017 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8370662 nChanged 49
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Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 39062 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8370670 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8370698 nChanged 36
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Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8370697 nChanged 38
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Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8370690 nChanged 32
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Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 39207 members 
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	Iteration 61Q: 3 clusters Score -8370706 nChanged 25
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Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 39230 members 
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Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8370684 nChanged 28
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Mstep: Class 1 contains 6230 members 
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Mstep: Class 1 contains 6212 members 
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Mstep: Class 1 contains 6183 members 
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	Iteration 66Q: 3 clusters Score -8370680 nChanged 37
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Mstep: Class 1 contains 6090 members 
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	Iteration 69Q: 3 clusters Score -8370703 nChanged 22
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	Iteration 71Q: 3 clusters Score -8370714 nChanged 16
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	Iteration 72Q: 3 clusters Score -8370700 nChanged 10
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Mstep: Class 1 contains 6024 members 
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Mstep: Class 1 contains 6016 members 
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	Iteration 74Q: 3 clusters Score -8370714 nChanged 9
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Mstep: Class 1 contains 6009 members 
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	Iteration 78Q: 3 clusters Score -8370730 nChanged 8
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Mstep: Class 1 contains 5967 members 
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	Iteration 79Q: 3 clusters Score -8370728 nChanged 10
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Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 39553 members 
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	Iteration 80F: 3 clusters Score -8370731 nChanged 5
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Mstep: Class 1 contains 5954 members 
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	Iteration 81Q: 3 clusters Score -8370738 nChanged 5
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Mstep: Class 1 contains 5949 members 
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	Iteration 82Q: 3 clusters Score -8370732 nChanged 6
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Mstep: Class 1 contains 5947 members 
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	Iteration 83Q: 3 clusters Score -8370738 nChanged 12
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	Iteration 84Q: 3 clusters Score -8370732 nChanged 8
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	Iteration 85Q: 3 clusters Score -8370733 nChanged 8
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	Iteration 86Q: 3 clusters Score -8370743 nChanged 8
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	Iteration 87Q: 3 clusters Score -8370741 nChanged 8
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	Iteration 88Q: 3 clusters Score -8370743 nChanged 12
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Mstep: Class 1 contains 5893 members 
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	Iteration 89Q: 3 clusters Score -8370734 nChanged 12
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Mstep: Class 1 contains 5881 members 
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	Iteration 91Q: 3 clusters Score -8370746 nChanged 11
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Mstep: Class 1 contains 5857 members 
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	Iteration 92Q: 3 clusters Score -8370746 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5846 members 
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	Iteration 93Q: 3 clusters Score -8370742 nChanged 9
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Mstep: Class 1 contains 5837 members 
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	Iteration 94Q: 3 clusters Score -8370734 nChanged 9
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	Iteration 95Q: 3 clusters Score -8370742 nChanged 11
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	Iteration 96Q: 3 clusters Score -8370734 nChanged 10
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	Iteration 97Q: 3 clusters Score -8370732 nChanged 7
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	Iteration 98Q: 3 clusters Score -8370722 nChanged 6
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	Iteration 99Q: 3 clusters Score -8370727 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5788 members 
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	Iteration 100F: 3 clusters Score -8370724 nChanged 14
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	Iteration 101Q: 3 clusters Score -8370730 nChanged 13
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	Iteration 102Q: 3 clusters Score -8370725 nChanged 15
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	Iteration 103Q: 3 clusters Score -8370724 nChanged 14
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	Iteration 104Q: 3 clusters Score -8370725 nChanged 21
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	Iteration 105Q: 3 clusters Score -8370724 nChanged 21
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	Iteration 106Q: 3 clusters Score -8370740 nChanged 20
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	Iteration 107Q: 3 clusters Score -8370740 nChanged 23
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	Iteration 108Q: 3 clusters Score -8370756 nChanged 28
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	Iteration 109Q: 3 clusters Score -8370763 nChanged 31
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	Iteration 110Q: 3 clusters Score -8370760 nChanged 35
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	Iteration 111Q: 3 clusters Score -8370764 nChanged 31
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	Iteration 112Q: 3 clusters Score -8370782 nChanged 31
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	Iteration 113Q: 3 clusters Score -8370785 nChanged 27
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	Iteration 114Q: 3 clusters Score -8370799 nChanged 33
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	Iteration 115Q: 3 clusters Score -8370804 nChanged 21
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	Iteration 116Q: 3 clusters Score -8370814 nChanged 22
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	Iteration 117Q: 3 clusters Score -8370817 nChanged 16
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	Iteration 118Q: 3 clusters Score -8370832 nChanged 21
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	Iteration 119Q: 3 clusters Score -8370827 nChanged 21
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	Iteration 120F: 3 clusters Score -8370832 nChanged 18
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	Iteration 122Q: 3 clusters Score -8370827 nChanged 17
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	Iteration 123Q: 3 clusters Score -8370830 nChanged 16
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	Iteration 124Q: 3 clusters Score -8370824 nChanged 18
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	Iteration 125Q: 3 clusters Score -8370835 nChanged 16
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	Iteration 126Q: 3 clusters Score -8370834 nChanged 10
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	Iteration 127Q: 3 clusters Score -8370834 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -8370831.500000 Penalty: 5319.940918
	Iteration 128Q: 3 clusters Score -8370832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -8370816.500000 Penalty: 5319.940918
	Iteration 129Q: 3 clusters Score -8370816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
Score: -8370818.000000 Penalty: 5319.940918
	Iteration 130Q: 3 clusters Score -8370818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -8370826.000000 Penalty: 5319.940918
	Iteration 131Q: 3 clusters Score -8370826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -8370828.000000 Penalty: 5319.940918
	Iteration 132Q: 3 clusters Score -8370828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -8370826.500000 Penalty: 5319.940918
	Iteration 133Q: 3 clusters Score -8370826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
Score: -8370828.500000 Penalty: 5319.940918
	Iteration 134Q: 3 clusters Score -8370828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
Score: -8370828.500000 Penalty: 5319.940918
	Iteration 135F: 3 clusters Score -8370828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Entering Unmasked Estep 
Score: -8214707.000000 Penalty: 2656.297852
	Iteration 0F: 2 clusters Score -8214707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -8185407.000000 Penalty: 5312.595703
	Iteration 0F: 3 clusters Score -8185407 nChanged 20536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 23000 members 
Entering Unmasked Estep 
Score: -8196797.500000 Penalty: 5312.595703
	Iteration 1F: 3 clusters Score -8196798 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -8197398.500000 Penalty: 5312.595703
	Iteration 2Q: 3 clusters Score -8197398 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -8198010.500000 Penalty: 5312.595703
	Iteration 3Q: 3 clusters Score -8198010 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -8198735.500000 Penalty: 5312.595703
	Iteration 4Q: 3 clusters Score -8198736 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -8199601.000000 Penalty: 5312.595703
	Iteration 5Q: 3 clusters Score -8199601 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -8200830.000000 Penalty: 5312.595703
	Iteration 6Q: 3 clusters Score -8200830 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -8202581.500000 Penalty: 5312.595703
	Iteration 7F: 3 clusters Score -8202582 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -8204923.500000 Penalty: 5312.595703
	Iteration 8F: 3 clusters Score -8204924 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -8207198.500000 Penalty: 5312.595703
	Iteration 9F: 3 clusters Score -8207198 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -8208670.000000 Penalty: 5312.595703
	Iteration 10F: 3 clusters Score -8208670 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -8209234.500000 Penalty: 5312.595703
	Iteration 11Q: 3 clusters Score -8209234 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -8209500.000000 Penalty: 5312.595703
	Iteration 12Q: 3 clusters Score -8209500 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -8209713.000000 Penalty: 5312.595703
	Iteration 13Q: 3 clusters Score -8209713 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -8209806.500000 Penalty: 5312.595703
	Iteration 14Q: 3 clusters Score -8209806 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -8209882.500000 Penalty: 5312.595703
	Iteration 15Q: 3 clusters Score -8209882 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -8210012.500000 Penalty: 5312.595703
	Iteration 16Q: 3 clusters Score -8210012 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -8210142.000000 Penalty: 5312.595703
	Iteration 17Q: 3 clusters Score -8210142 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -8210226.000000 Penalty: 5312.595703
	Iteration 18Q: 3 clusters Score -8210226 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 22562 members 
Entering Unmasked Estep 
Score: -8210304.000000 Penalty: 5312.595703
	Iteration 19Q: 3 clusters Score -8210304 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -8210381.500000 Penalty: 5312.595703
	Iteration 20F: 3 clusters Score -8210382 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -8210467.000000 Penalty: 5312.595703
	Iteration 21Q: 3 clusters Score -8210467 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -8210619.500000 Penalty: 5312.595703
	Iteration 22Q: 3 clusters Score -8210620 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -8210736.000000 Penalty: 5312.595703
	Iteration 23Q: 3 clusters Score -8210736 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -8210817.000000 Penalty: 5312.595703
	Iteration 24Q: 3 clusters Score -8210817 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -8210913.500000 Penalty: 5312.595703
	Iteration 25Q: 3 clusters Score -8210914 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25451 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -8210994.500000 Penalty: 5312.595703
	Iteration 26Q: 3 clusters Score -8210994 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -8211074.000000 Penalty: 5312.595703
	Iteration 27Q: 3 clusters Score -8211074 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -8211114.500000 Penalty: 5312.595703
	Iteration 28Q: 3 clusters Score -8211114 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -8211186.000000 Penalty: 5312.595703
	Iteration 29Q: 3 clusters Score -8211186 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -8211243.500000 Penalty: 5312.595703
	Iteration 30Q: 3 clusters Score -8211244 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -8211274.500000 Penalty: 5312.595703
	Iteration 31Q: 3 clusters Score -8211274 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 16694 members 
Entering Unmasked Estep 
Score: -8211312.500000 Penalty: 5312.595703
	Iteration 32Q: 3 clusters Score -8211312 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -8211341.000000 Penalty: 5312.595703
	Iteration 33Q: 3 clusters Score -8211341 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -8211363.000000 Penalty: 5312.595703
	Iteration 34Q: 3 clusters Score -8211363 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -8211465.000000 Penalty: 5312.595703
	Iteration 35Q: 3 clusters Score -8211465 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30043 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -8211513.000000 Penalty: 5312.595703
	Iteration 36Q: 3 clusters Score -8211513 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -8211577.500000 Penalty: 5312.595703
	Iteration 37Q: 3 clusters Score -8211578 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31039 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -8211595.500000 Penalty: 5312.595703
	Iteration 38Q: 3 clusters Score -8211596 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -8211658.000000 Penalty: 5312.595703
	Iteration 39Q: 3 clusters Score -8211658 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32191 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -8211743.000000 Penalty: 5312.595703
	Iteration 40F: 3 clusters Score -8211743 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -8211829.000000 Penalty: 5312.595703
	Iteration 41Q: 3 clusters Score -8211829 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -8211852.500000 Penalty: 5312.595703
	Iteration 42Q: 3 clusters Score -8211852 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -8211880.500000 Penalty: 5312.595703
	Iteration 43Q: 3 clusters Score -8211880 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34591 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -8211956.500000 Penalty: 5312.595703
	Iteration 44Q: 3 clusters Score -8211956 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -8212055.000000 Penalty: 5312.595703
	Iteration 45Q: 3 clusters Score -8212055 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35852 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -8212099.000000 Penalty: 5312.595703
	Iteration 46Q: 3 clusters Score -8212099 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -8212165.500000 Penalty: 5312.595703
	Iteration 47Q: 3 clusters Score -8212166 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -8212250.000000 Penalty: 5312.595703
	Iteration 48Q: 3 clusters Score -8212250 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37654 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -8212313.000000 Penalty: 5312.595703
	Iteration 49Q: 3 clusters Score -8212313 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -8212406.000000 Penalty: 5312.595703
	Iteration 50Q: 3 clusters Score -8212406 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38621 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -8212477.000000 Penalty: 5312.595703
	Iteration 51Q: 3 clusters Score -8212477 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -8212512.000000 Penalty: 5312.595703
	Iteration 52Q: 3 clusters Score -8212512 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -8212537.500000 Penalty: 5312.595703
	Iteration 53Q: 3 clusters Score -8212538 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -8212616.500000 Penalty: 5312.595703
	Iteration 54Q: 3 clusters Score -8212616 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -8212671.500000 Penalty: 5312.595703
	Iteration 55Q: 3 clusters Score -8212672 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -8212672.500000 Penalty: 5312.595703
	Iteration 56Q: 3 clusters Score -8212672 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40674 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -8212688.500000 Penalty: 5312.595703
	Iteration 57Q: 3 clusters Score -8212688 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40944 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -8212692.000000 Penalty: 5312.595703
	Iteration 58Q: 3 clusters Score -8212692 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41220 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -8212718.000000 Penalty: 5312.595703
	Iteration 59Q: 3 clusters Score -8212718 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41478 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -8212804.000000 Penalty: 5312.595703
	Iteration 60F: 3 clusters Score -8212804 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -8212839.500000 Penalty: 5312.595703
	Iteration 61Q: 3 clusters Score -8212840 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -8212818.000000 Penalty: 5312.595703
	Iteration 62Q: 3 clusters Score -8212818 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -8212829.500000 Penalty: 5312.595703
	Iteration 63Q: 3 clusters Score -8212830 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42322 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -8212859.500000 Penalty: 5312.595703
	Iteration 64Q: 3 clusters Score -8212860 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -8212852.000000 Penalty: 5312.595703
	Iteration 65Q: 3 clusters Score -8212852 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42688 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -8212901.000000 Penalty: 5312.595703
	Iteration 66Q: 3 clusters Score -8212901 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42868 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -8212860.500000 Penalty: 5312.595703
	Iteration 67Q: 3 clusters Score -8212860 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -8212871.500000 Penalty: 5312.595703
	Iteration 68Q: 3 clusters Score -8212872 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -8212848.000000 Penalty: 5312.595703
	Iteration 69Q: 3 clusters Score -8212848 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43232 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -8212854.500000 Penalty: 5312.595703
	Iteration 70Q: 3 clusters Score -8212854 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -8212847.500000 Penalty: 5312.595703
	Iteration 71Q: 3 clusters Score -8212848 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43410 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -8212844.500000 Penalty: 5312.595703
	Iteration 72Q: 3 clusters Score -8212844 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -8212844.500000 Penalty: 5312.595703
	Iteration 73Q: 3 clusters Score -8212844 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43576 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -8212829.500000 Penalty: 5312.595703
	Iteration 74Q: 3 clusters Score -8212830 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43638 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -8212820.000000 Penalty: 5312.595703
	Iteration 75Q: 3 clusters Score -8212820 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -8212828.000000 Penalty: 5312.595703
	Iteration 76Q: 3 clusters Score -8212828 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43765 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -8212830.500000 Penalty: 5312.595703
	Iteration 77Q: 3 clusters Score -8212830 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -8212827.500000 Penalty: 5312.595703
	Iteration 78Q: 3 clusters Score -8212828 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -8212818.500000 Penalty: 5312.595703
	Iteration 79Q: 3 clusters Score -8212818 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43904 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -8212812.000000 Penalty: 5312.595703
	Iteration 80F: 3 clusters Score -8212812 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -8212820.500000 Penalty: 5312.595703
	Iteration 81Q: 3 clusters Score -8212820 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8212817.000000 Penalty: 5312.595703
	Iteration 82Q: 3 clusters Score -8212817 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -8212794.500000 Penalty: 5312.595703
	Iteration 83Q: 3 clusters Score -8212794 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44048 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8212803.500000 Penalty: 5312.595703
	Iteration 84Q: 3 clusters Score -8212804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -8212802.500000 Penalty: 5312.595703
	Iteration 85Q: 3 clusters Score -8212802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44076 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8212799.500000 Penalty: 5312.595703
	Iteration 86Q: 3 clusters Score -8212800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44086 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -8212800.500000 Penalty: 5312.595703
	Iteration 87Q: 3 clusters Score -8212800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44092 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8212800.500000 Penalty: 5312.595703
	Iteration 88Q: 3 clusters Score -8212800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44100 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -8212804.500000 Penalty: 5312.595703
	Iteration 89Q: 3 clusters Score -8212804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8212810.000000 Penalty: 5312.595703
	Iteration 90Q: 3 clusters Score -8212810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44119 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -8212812.000000 Penalty: 5312.595703
	Iteration 91Q: 3 clusters Score -8212812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8212816.500000 Penalty: 5312.595703
	Iteration 92Q: 3 clusters Score -8212816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44127 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -8212815.000000 Penalty: 5312.595703
	Iteration 93Q: 3 clusters Score -8212815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44132 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -8212810.000000 Penalty: 5312.595703
	Iteration 94Q: 3 clusters Score -8212810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8212814.500000 Penalty: 5312.595703
	Iteration 95Q: 3 clusters Score -8212814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44142 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -8212809.500000 Penalty: 5312.595703
	Iteration 96Q: 3 clusters Score -8212810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8212811.500000 Penalty: 5312.595703
	Iteration 97Q: 3 clusters Score -8212812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44154 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8212805.000000 Penalty: 5312.595703
	Iteration 98Q: 3 clusters Score -8212805 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44156 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -8212807.000000 Penalty: 5312.595703
	Iteration 99Q: 3 clusters Score -8212807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -8212812.000000 Penalty: 5312.595703
	Iteration 100F: 3 clusters Score -8212812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44159 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -8212814.500000 Penalty: 5312.595703
	Iteration 101Q: 3 clusters Score -8212814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44161 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8212811.000000 Penalty: 5312.595703
	Iteration 102Q: 3 clusters Score -8212811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8212811.500000 Penalty: 5312.595703
	Iteration 103Q: 3 clusters Score -8212812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44170 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -8212809.000000 Penalty: 5312.595703
	Iteration 104Q: 3 clusters Score -8212809 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -8212810.500000 Penalty: 5312.595703
	Iteration 105Q: 3 clusters Score -8212810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44177 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -8212819.000000 Penalty: 5312.595703
	Iteration 106Q: 3 clusters Score -8212819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -8212825.500000 Penalty: 5312.595703
	Iteration 107Q: 3 clusters Score -8212826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -8212824.500000 Penalty: 5312.595703
	Iteration 108Q: 3 clusters Score -8212824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -8212828.500000 Penalty: 5312.595703
	Iteration 109Q: 3 clusters Score -8212828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44199 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -8212822.000000 Penalty: 5312.595703
	Iteration 110Q: 3 clusters Score -8212822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -8212822.000000 Penalty: 5312.595703
	Iteration 111Q: 3 clusters Score -8212822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44209 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -8212812.500000 Penalty: 5312.595703
	Iteration 112Q: 3 clusters Score -8212812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -8212812.000000 Penalty: 5312.595703
	Iteration 113Q: 3 clusters Score -8212812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44218 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -8212813.500000 Penalty: 5312.595703
	Iteration 114Q: 3 clusters Score -8212814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44224 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -8212815.500000 Penalty: 5312.595703
	Iteration 115Q: 3 clusters Score -8212816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44228 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -8212820.000000 Penalty: 5312.595703
	Iteration 116Q: 3 clusters Score -8212820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -8212820.500000 Penalty: 5312.595703
	Iteration 117Q: 3 clusters Score -8212820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -8212825.000000 Penalty: 5312.595703
	Iteration 118Q: 3 clusters Score -8212825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44231 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -8212823.000000 Penalty: 5312.595703
	Iteration 119Q: 3 clusters Score -8212823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -8212820.000000 Penalty: 5312.595703
	Iteration 120F: 3 clusters Score -8212820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44234 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -8212812.500000 Penalty: 5312.595703
	Iteration 121Q: 3 clusters Score -8212812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44236 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -8212811.000000 Penalty: 5312.595703
	Iteration 122Q: 3 clusters Score -8212811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44238 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -8212812.000000 Penalty: 5312.595703
	Iteration 123Q: 3 clusters Score -8212812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44240 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -8212811.500000 Penalty: 5312.595703
	Iteration 124Q: 3 clusters Score -8212812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44240 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -8212811.500000 Penalty: 5312.595703
	Iteration 125F: 3 clusters Score -8212812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45101 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46928 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45373 members 
Mstep: Class 7 contains 1353 members 
Mstep: Class 8 contains 45902 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 44848 members 
Mstep: Class 11 contains 42493 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46257 members 
Mstep: Class 14 contains 31229 members 
Mstep: Class 15 contains 45753 members 
Mstep: Class 16 contains 43488 members 
Mstep: Class 17 contains 43486 members 
Mstep: Class 18 contains 628 members 
Mstep: Class 19 contains 38984 members 
Mstep: Class 20 contains 45510 members 
Mstep: Class 21 contains 44841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202424.000000 Penalty: 69443.789062
Iteration 319Q: 22 clusters Score -1.112024e+08 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45126 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46943 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45344 members 
Mstep: Class 7 contains 1353 members 
Mstep: Class 8 contains 45917 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 44873 members 
Mstep: Class 11 contains 42488 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46247 members 
Mstep: Class 14 contains 31234 members 
Mstep: Class 15 contains 45767 members 
Mstep: Class 16 contains 43476 members 
Mstep: Class 17 contains 43467 members 
Mstep: Class 18 contains 628 members 
Mstep: Class 19 contains 38992 members 
Mstep: Class 20 contains 45498 members 
Mstep: Class 21 contains 44821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202392.000000 Penalty: 69443.789062
Iteration 320F: 22 clusters Score -1.112024e+08 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45153 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46973 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45332 members 
Mstep: Class 7 contains 1353 members 
Mstep: Class 8 contains 45923 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 44883 members 
Mstep: Class 11 contains 42498 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46219 members 
Mstep: Class 14 contains 31231 members 
Mstep: Class 15 contains 45801 members 
Mstep: Class 16 contains 43467 members 
Mstep: Class 17 contains 43463 members 
Mstep: Class 18 contains 628 members 
Mstep: Class 19 contains 38988 members 
Mstep: Class 20 contains 45467 members 
Mstep: Class 21 contains 44795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202368.000000 Penalty: 69443.789062
Iteration 321Q: 22 clusters Score -1.112024e+08 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 46979 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45307 members 
Mstep: Class 7 contains 1353 members 
Mstep: Class 8 contains 45942 members 
Mstep: Class 9 contains 2758 members 
Mstep: Class 10 contains 44880 members 
Mstep: Class 11 contains 42500 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46216 members 
Mstep: Class 14 contains 31232 members 
Mstep: Class 15 contains 45838 members 
Mstep: Class 16 contains 43457 members 
Mstep: Class 17 contains 43458 members 
Mstep: Class 18 contains 628 members 
Mstep: Class 19 contains 38987 members 
Mstep: Class 20 contains 45466 members 
Mstep: Class 21 contains 44767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202408.000000 Penalty: 69443.789062
Iteration 322Q: 22 clusters Score -1.112024e+08 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47009 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45296 members 
Mstep: Class 7 contains 1354 members 
Mstep: Class 8 contains 45955 members 
Mstep: Class 9 contains 2759 members 
Mstep: Class 10 contains 44865 members 
Mstep: Class 11 contains 42514 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46213 members 
Mstep: Class 14 contains 31238 members 
Mstep: Class 15 contains 45873 members 
Mstep: Class 16 contains 43448 members 
Mstep: Class 17 contains 43440 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 38987 members 
Mstep: Class 20 contains 45439 members 
Mstep: Class 21 contains 44764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202432.000000 Penalty: 69443.789062
Iteration 323Q: 22 clusters Score -1.112024e+08 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45144 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47038 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45276 members 
Mstep: Class 7 contains 1354 members 
Mstep: Class 8 contains 45964 members 
Mstep: Class 9 contains 2759 members 
Mstep: Class 10 contains 44846 members 
Mstep: Class 11 contains 42517 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46193 members 
Mstep: Class 14 contains 31244 members 
Mstep: Class 15 contains 45887 members 
Mstep: Class 16 contains 43441 members 
Mstep: Class 17 contains 43431 members 
Mstep: Class 18 contains 628 members 
Mstep: Class 19 contains 38997 members 
Mstep: Class 20 contains 45472 members 
Mstep: Class 21 contains 44740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202496.000000 Penalty: 69443.789062
Iteration 324Q: 22 clusters Score -1.112025e+08 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47063 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45275 members 
Mstep: Class 7 contains 1353 members 
Mstep: Class 8 contains 45972 members 
Mstep: Class 9 contains 2759 members 
Mstep: Class 10 contains 44857 members 
Mstep: Class 11 contains 42538 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46204 members 
Mstep: Class 14 contains 31241 members 
Mstep: Class 15 contains 45871 members 
Mstep: Class 16 contains 43431 members 
Mstep: Class 17 contains 43423 members 
Mstep: Class 18 contains 628 members 
Mstep: Class 19 contains 38996 members 
Mstep: Class 20 contains 45484 members 
Mstep: Class 21 contains 44712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202352.000000 Penalty: 69443.789062
Iteration 325Q: 22 clusters Score -1.112024e+08 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45089 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47071 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45271 members 
Mstep: Class 7 contains 1353 members 
Mstep: Class 8 contains 45963 members 
Mstep: Class 9 contains 2759 members 
Mstep: Class 10 contains 44829 members 
Mstep: Class 11 contains 42562 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46232 members 
Mstep: Class 14 contains 31237 members 
Mstep: Class 15 contains 45866 members 
Mstep: Class 16 contains 43429 members 
Mstep: Class 17 contains 43448 members 
Mstep: Class 18 contains 628 members 
Mstep: Class 19 contains 39001 members 
Mstep: Class 20 contains 45462 members 
Mstep: Class 21 contains 44731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202384.000000 Penalty: 69443.789062
Iteration 326Q: 22 clusters Score -1.112024e+08 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47087 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45256 members 
Mstep: Class 7 contains 1352 members 
Mstep: Class 8 contains 46004 members 
Mstep: Class 9 contains 2759 members 
Mstep: Class 10 contains 44820 members 
Mstep: Class 11 contains 42572 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46239 members 
Mstep: Class 14 contains 31244 members 
Mstep: Class 15 contains 45866 members 
Mstep: Class 16 contains 43430 members 
Mstep: Class 17 contains 43455 members 
Mstep: Class 18 contains 628 members 
Mstep: Class 19 contains 38994 members 
Mstep: Class 20 contains 45429 members 
Mstep: Class 21 contains 44736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202232.000000 Penalty: 69443.789062
Iteration 327Q: 22 clusters Score -1.112022e+08 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45042 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47105 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45251 members 
Mstep: Class 7 contains 1353 members 
Mstep: Class 8 contains 46024 members 
Mstep: Class 9 contains 2759 members 
Mstep: Class 10 contains 44783 members 
Mstep: Class 11 contains 42600 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46226 members 
Mstep: Class 14 contains 31248 members 
Mstep: Class 15 contains 45874 members 
Mstep: Class 16 contains 43404 members 
Mstep: Class 17 contains 43435 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 39016 members 
Mstep: Class 20 contains 45472 members 
Mstep: Class 21 contains 44713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202024.000000 Penalty: 69443.789062
Iteration 328Q: 22 clusters Score -1.11202e+08 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44973 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47112 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45270 members 
Mstep: Class 7 contains 1352 members 
Mstep: Class 8 contains 46016 members 
Mstep: Class 9 contains 2758 members 
Mstep: Class 10 contains 44769 members 
Mstep: Class 11 contains 42611 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46220 members 
Mstep: Class 14 contains 31243 members 
Mstep: Class 15 contains 45861 members 
Mstep: Class 16 contains 43386 members 
Mstep: Class 17 contains 43452 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 39020 members 
Mstep: Class 20 contains 45541 members 
Mstep: Class 21 contains 44722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202008.000000 Penalty: 69443.789062
Iteration 329Q: 22 clusters Score -1.11202e+08 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47109 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45270 members 
Mstep: Class 7 contains 1352 members 
Mstep: Class 8 contains 46002 members 
Mstep: Class 9 contains 2759 members 
Mstep: Class 10 contains 44746 members 
Mstep: Class 11 contains 42624 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46192 members 
Mstep: Class 14 contains 31239 members 
Mstep: Class 15 contains 45848 members 
Mstep: Class 16 contains 43378 members 
Mstep: Class 17 contains 43448 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 39037 members 
Mstep: Class 20 contains 45618 members 
Mstep: Class 21 contains 44712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201744.000000 Penalty: 69443.789062
Iteration 330Q: 22 clusters Score -1.112017e+08 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44879 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47118 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45278 members 
Mstep: Class 7 contains 1352 members 
Mstep: Class 8 contains 45965 members 
Mstep: Class 9 contains 2759 members 
Mstep: Class 10 contains 44710 members 
Mstep: Class 11 contains 42633 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46190 members 
Mstep: Class 14 contains 31232 members 
Mstep: Class 15 contains 45869 members 
Mstep: Class 16 contains 43368 members 
Mstep: Class 17 contains 43462 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 39061 members 
Mstep: Class 20 contains 45698 members 
Mstep: Class 21 contains 44732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201800.000000 Penalty: 69443.789062
Iteration 331Q: 22 clusters Score -1.112018e+08 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44800 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47130 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45282 members 
Mstep: Class 7 contains 1352 members 
Mstep: Class 8 contains 45924 members 
Mstep: Class 9 contains 2759 members 
Mstep: Class 10 contains 44697 members 
Mstep: Class 11 contains 42640 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46193 members 
Mstep: Class 14 contains 31226 members 
Mstep: Class 15 contains 45867 members 
Mstep: Class 16 contains 43338 members 
Mstep: Class 17 contains 43495 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 39084 members 
Mstep: Class 20 contains 45734 members 
Mstep: Class 21 contains 44785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201456.000000 Penalty: 69443.789062
Iteration 332Q: 22 clusters Score -1.112015e+08 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47145 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45289 members 
Mstep: Class 7 contains 1352 members 
Mstep: Class 8 contains 45878 members 
Mstep: Class 9 contains 2759 members 
Mstep: Class 10 contains 44703 members 
Mstep: Class 11 contains 42645 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46199 members 
Mstep: Class 14 contains 31217 members 
Mstep: Class 15 contains 45872 members 
Mstep: Class 16 contains 43354 members 
Mstep: Class 17 contains 43502 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 39081 members 
Mstep: Class 20 contains 45700 members 
Mstep: Class 21 contains 44842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201584.000000 Penalty: 69443.789062
Iteration 333Q: 22 clusters Score -1.112016e+08 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47146 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45301 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 45837 members 
Mstep: Class 9 contains 2758 members 
Mstep: Class 10 contains 44657 members 
Mstep: Class 11 contains 42633 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46232 members 
Mstep: Class 14 contains 31226 members 
Mstep: Class 15 contains 45877 members 
Mstep: Class 16 contains 43364 members 
Mstep: Class 17 contains 43511 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 39082 members 
Mstep: Class 20 contains 45690 members 
Mstep: Class 21 contains 44849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201672.000000 Penalty: 69443.789062
Iteration 334Q: 22 clusters Score -1.112017e+08 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44783 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47164 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45348 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 45800 members 
Mstep: Class 9 contains 2758 members 
Mstep: Class 10 contains 44620 members 
Mstep: Class 11 contains 42636 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46244 members 
Mstep: Class 14 contains 31245 members 
Mstep: Class 15 contains 45863 members 
Mstep: Class 16 contains 43355 members 
Mstep: Class 17 contains 43518 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 39077 members 
Mstep: Class 20 contains 45679 members 
Mstep: Class 21 contains 44865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201864.000000 Penalty: 69443.789062
Iteration 335Q: 22 clusters Score -1.112019e+08 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44778 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47193 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45368 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 45777 members 
Mstep: Class 9 contains 2758 members 
Mstep: Class 10 contains 44584 members 
Mstep: Class 11 contains 42651 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46253 members 
Mstep: Class 14 contains 31265 members 
Mstep: Class 15 contains 45865 members 
Mstep: Class 16 contains 43348 members 
Mstep: Class 17 contains 43519 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 39064 members 
Mstep: Class 20 contains 45651 members 
Mstep: Class 21 contains 44881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201968.000000 Penalty: 69443.789062
Iteration 336Q: 22 clusters Score -1.11202e+08 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44778 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47189 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45392 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 45792 members 
Mstep: Class 9 contains 2758 members 
Mstep: Class 10 contains 44573 members 
Mstep: Class 11 contains 42641 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46238 members 
Mstep: Class 14 contains 31279 members 
Mstep: Class 15 contains 45874 members 
Mstep: Class 16 contains 43362 members 
Mstep: Class 17 contains 43514 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 39040 members 
Mstep: Class 20 contains 45634 members 
Mstep: Class 21 contains 44891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201896.000000 Penalty: 69443.789062
Iteration 337Q: 22 clusters Score -1.112019e+08 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47196 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45427 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 45780 members 
Mstep: Class 9 contains 2758 members 
Mstep: Class 10 contains 44578 members 
Mstep: Class 11 contains 42627 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46238 members 
Mstep: Class 14 contains 31291 members 
Mstep: Class 15 contains 45877 members 
Mstep: Class 16 contains 43358 members 
Mstep: Class 17 contains 43504 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 39009 members 
Mstep: Class 20 contains 45626 members 
Mstep: Class 21 contains 44896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202064.000000 Penalty: 69443.789062
Iteration 338Q: 22 clusters Score -1.112021e+08 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47209 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45484 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 45745 members 
Mstep: Class 9 contains 2758 members 
Mstep: Class 10 contains 44610 members 
Mstep: Class 11 contains 42612 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46229 members 
Mstep: Class 14 contains 31283 members 
Mstep: Class 15 contains 45858 members 
Mstep: Class 16 contains 43355 members 
Mstep: Class 17 contains 43506 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 38991 members 
Mstep: Class 20 contains 45585 members 
Mstep: Class 21 contains 44877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202008.000000 Penalty: 69443.789062
Iteration 339Q: 22 clusters Score -1.11202e+08 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44916 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47205 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45491 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 45736 members 
Mstep: Class 9 contains 2759 members 
Mstep: Class 10 contains 44626 members 
Mstep: Class 11 contains 42629 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46225 members 
Mstep: Class 14 contains 31280 members 
Mstep: Class 15 contains 45831 members 
Mstep: Class 16 contains 43374 members 
Mstep: Class 17 contains 43493 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 38993 members 
Mstep: Class 20 contains 45568 members 
Mstep: Class 21 contains 44830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201976.000000 Penalty: 69443.789062
Iteration 340F: 22 clusters Score -1.11202e+08 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47215 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45513 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 45710 members 
Mstep: Class 9 contains 2759 members 
Mstep: Class 10 contains 44666 members 
Mstep: Class 11 contains 42632 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46215 members 
Mstep: Class 14 contains 31271 members 
Mstep: Class 15 contains 45843 members 
Mstep: Class 16 contains 43382 members 
Mstep: Class 17 contains 43484 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 38987 members 
Mstep: Class 20 contains 45588 members 
Mstep: Class 21 contains 44781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201824.000000 Penalty: 69443.789062
Iteration 341Q: 22 clusters Score -1.112018e+08 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44934 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47231 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45539 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 45674 members 
Mstep: Class 9 contains 2759 members 
Mstep: Class 10 contains 44681 members 
Mstep: Class 11 contains 42638 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46183 members 
Mstep: Class 14 contains 31272 members 
Mstep: Class 15 contains 45851 members 
Mstep: Class 16 contains 43387 members 
Mstep: Class 17 contains 43474 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 38980 members 
Mstep: Class 20 contains 45611 members 
Mstep: Class 21 contains 44743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201928.000000 Penalty: 69443.789062
Iteration 342Q: 22 clusters Score -1.112019e+08 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44966 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47235 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45571 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 45663 members 
Mstep: Class 9 contains 2759 members 
Mstep: Class 10 contains 44681 members 
Mstep: Class 11 contains 42647 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46145 members 
Mstep: Class 14 contains 31256 members 
Mstep: Class 15 contains 45851 members 
Mstep: Class 16 contains 43422 members 
Mstep: Class 17 contains 43477 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 38972 members 
Mstep: Class 20 contains 45628 members 
Mstep: Class 21 contains 44684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201928.000000 Penalty: 69443.789062
Iteration 343Q: 22 clusters Score -1.112019e+08 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47242 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45615 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 45629 members 
Mstep: Class 9 contains 2758 members 
Mstep: Class 10 contains 44682 members 
Mstep: Class 11 contains 42639 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46120 members 
Mstep: Class 14 contains 31247 members 
Mstep: Class 15 contains 45863 members 
Mstep: Class 16 contains 43441 members 
Mstep: Class 17 contains 43486 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 38968 members 
Mstep: Class 20 contains 45647 members 
Mstep: Class 21 contains 44650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201824.000000 Penalty: 69443.789062
Iteration 344Q: 22 clusters Score -1.112018e+08 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44975 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47239 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45631 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 45620 members 
Mstep: Class 9 contains 2758 members 
Mstep: Class 10 contains 44663 members 
Mstep: Class 11 contains 42649 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46086 members 
Mstep: Class 14 contains 31243 members 
Mstep: Class 15 contains 45878 members 
Mstep: Class 16 contains 43455 members 
Mstep: Class 17 contains 43484 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 38966 members 
Mstep: Class 20 contains 45668 members 
Mstep: Class 21 contains 44641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201808.000000 Penalty: 69443.789062
Iteration 345Q: 22 clusters Score -1.112018e+08 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44948 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47243 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45663 members 
Mstep: Class 7 contains 1352 members 
Mstep: Class 8 contains 45633 members 
Mstep: Class 9 contains 2758 members 
Mstep: Class 10 contains 44670 members 
Mstep: Class 11 contains 42652 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46065 members 
Mstep: Class 14 contains 31237 members 
Mstep: Class 15 contains 45905 members 
Mstep: Class 16 contains 43461 members 
Mstep: Class 17 contains 43469 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 38983 members 
Mstep: Class 20 contains 45667 members 
Mstep: Class 21 contains 44599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201680.000000 Penalty: 69443.789062
Iteration 346Q: 22 clusters Score -1.112017e+08 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47239 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45682 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 45697 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 44619 members 
Mstep: Class 11 contains 42673 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46051 members 
Mstep: Class 14 contains 31244 members 
Mstep: Class 15 contains 45901 members 
Mstep: Class 16 contains 43438 members 
Mstep: Class 17 contains 43479 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 38985 members 
Mstep: Class 20 contains 45669 members 
Mstep: Class 21 contains 44619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201760.000000 Penalty: 69443.789062
Iteration 347Q: 22 clusters Score -1.112018e+08 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44879 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47235 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45676 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 45751 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 44587 members 
Mstep: Class 11 contains 42701 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46072 members 
Mstep: Class 14 contains 31235 members 
Mstep: Class 15 contains 45894 members 
Mstep: Class 16 contains 43435 members 
Mstep: Class 17 contains 43446 members 
Mstep: Class 18 contains 629 members 
Mstep: Class 19 contains 38989 members 
Mstep: Class 20 contains 45675 members 
Mstep: Class 21 contains 44621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201776.000000 Penalty: 69443.789062
Iteration 348Q: 22 clusters Score -1.112018e+08 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44879 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47222 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45639 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 45769 members 
Mstep: Class 9 contains 2758 members 
Mstep: Class 10 contains 44605 members 
Mstep: Class 11 contains 42723 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46076 members 
Mstep: Class 14 contains 31237 members 
Mstep: Class 15 contains 45857 members 
Mstep: Class 16 contains 43426 members 
Mstep: Class 17 contains 43447 members 
Mstep: Class 18 contains 629 members 
Mstep: Class 19 contains 38977 members 
Mstep: Class 20 contains 45720 members 
Mstep: Class 21 contains 44619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201920.000000 Penalty: 69443.789062
Iteration 349Q: 22 clusters Score -1.112019e+08 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47221 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45591 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 45741 members 
Mstep: Class 9 contains 2759 members 
Mstep: Class 10 contains 44645 members 
Mstep: Class 11 contains 42754 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46033 members 
Mstep: Class 14 contains 31246 members 
Mstep: Class 15 contains 45831 members 
Mstep: Class 16 contains 43420 members 
Mstep: Class 17 contains 43466 members 
Mstep: Class 18 contains 629 members 
Mstep: Class 19 contains 38984 members 
Mstep: Class 20 contains 45768 members 
Mstep: Class 21 contains 44620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201856.000000 Penalty: 69443.789062
Iteration 350Q: 22 clusters Score -1.112019e+08 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44929 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47222 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45577 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 45712 members 
Mstep: Class 9 contains 2759 members 
Mstep: Class 10 contains 44662 members 
Mstep: Class 11 contains 42808 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46001 members 
Mstep: Class 14 contains 31251 members 
Mstep: Class 15 contains 45808 members 
Mstep: Class 16 contains 43411 members 
Mstep: Class 17 contains 43478 members 
Mstep: Class 18 contains 628 members 
Mstep: Class 19 contains 38974 members 
Mstep: Class 20 contains 45775 members 
Mstep: Class 21 contains 44589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201832.000000 Penalty: 69443.789062
Iteration 351Q: 22 clusters Score -1.112018e+08 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47240 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45528 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 45697 members 
Mstep: Class 9 contains 2759 members 
Mstep: Class 10 contains 44687 members 
Mstep: Class 11 contains 42849 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45978 members 
Mstep: Class 14 contains 31262 members 
Mstep: Class 15 contains 45795 members 
Mstep: Class 16 contains 43415 members 
Mstep: Class 17 contains 43496 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 38966 members 
Mstep: Class 20 contains 45741 members 
Mstep: Class 21 contains 44566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201944.000000 Penalty: 69443.789062
Iteration 352Q: 22 clusters Score -1.112019e+08 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47236 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45471 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 45717 members 
Mstep: Class 9 contains 2759 members 
Mstep: Class 10 contains 44694 members 
Mstep: Class 11 contains 42875 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46023 members 
Mstep: Class 14 contains 31268 members 
Mstep: Class 15 contains 45788 members 
Mstep: Class 16 contains 43418 members 
Mstep: Class 17 contains 43503 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 38950 members 
Mstep: Class 20 contains 45633 members 
Mstep: Class 21 contains 44575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201976.000000 Penalty: 69443.789062
Iteration 353Q: 22 clusters Score -1.11202e+08 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45159 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47214 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45432 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 45672 members 
Mstep: Class 9 contains 2759 members 
Mstep: Class 10 contains 44755 members 
Mstep: Class 11 contains 42896 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46035 members 
Mstep: Class 14 contains 31266 members 
Mstep: Class 15 contains 45774 members 
Mstep: Class 16 contains 43438 members 
Mstep: Class 17 contains 43516 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 38942 members 
Mstep: Class 20 contains 45575 members 
Mstep: Class 21 contains 44525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202200.000000 Penalty: 69443.789062
Iteration 354Q: 22 clusters Score -1.112022e+08 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45224 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47206 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45383 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 45639 members 
Mstep: Class 9 contains 2759 members 
Mstep: Class 10 contains 44774 members 
Mstep: Class 11 contains 42928 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46041 members 
Mstep: Class 14 contains 31267 members 
Mstep: Class 15 contains 45779 members 
Mstep: Class 16 contains 43458 members 
Mstep: Class 17 contains 43523 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 38940 members 
Mstep: Class 20 contains 45558 members 
Mstep: Class 21 contains 44481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202256.000000 Penalty: 69443.789062
Iteration 355Q: 22 clusters Score -1.112023e+08 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45282 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47202 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45337 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 45594 members 
Mstep: Class 9 contains 2760 members 
Mstep: Class 10 contains 44803 members 
Mstep: Class 11 contains 42947 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46035 members 
Mstep: Class 14 contains 31249 members 
Mstep: Class 15 contains 45781 members 
Mstep: Class 16 contains 43452 members 
Mstep: Class 17 contains 43571 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 38942 members 
Mstep: Class 20 contains 45509 members 
Mstep: Class 21 contains 44496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201912.000000 Penalty: 69443.789062
Iteration 356Q: 22 clusters Score -1.112019e+08 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47195 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45293 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 45575 members 
Mstep: Class 9 contains 2760 members 
Mstep: Class 10 contains 44804 members 
Mstep: Class 11 contains 42967 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46033 members 
Mstep: Class 14 contains 31252 members 
Mstep: Class 15 contains 45778 members 
Mstep: Class 16 contains 43423 members 
Mstep: Class 17 contains 43599 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 38949 members 
Mstep: Class 20 contains 45536 members 
Mstep: Class 21 contains 44448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202080.000000 Penalty: 69443.789062
Iteration 357Q: 22 clusters Score -1.112021e+08 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45333 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47193 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45279 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 45556 members 
Mstep: Class 9 contains 2761 members 
Mstep: Class 10 contains 44788 members 
Mstep: Class 11 contains 42992 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46012 members 
Mstep: Class 14 contains 31250 members 
Mstep: Class 15 contains 45766 members 
Mstep: Class 16 contains 43422 members 
Mstep: Class 17 contains 43632 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 38962 members 
Mstep: Class 20 contains 45618 members 
Mstep: Class 21 contains 44396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202088.000000 Penalty: 69443.789062
Iteration 358Q: 22 clusters Score -1.112021e+08 nChanged 2403
Entering ConstructFrom: 
Score: -111202088.000000 Penalty: 69443.789062
Entering ConstructFrom: 
Trying to split cluster 1 (45276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45276 members 
Entering Unmasked Estep 
Score: -8301598.500000 Penalty: 2658.692139
	Iteration 0F: 2 clusters Score -8301598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -8272357.000000 Penalty: 5317.384277
	Iteration 0F: 3 clusters Score -8272357 nChanged 20907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -8283853.500000 Penalty: 5317.384277
	Iteration 1F: 3 clusters Score -8283854 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -8284297.500000 Penalty: 5317.384277
	Iteration 2Q: 3 clusters Score -8284298 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -8284649.000000 Penalty: 5317.384277
	Iteration 3Q: 3 clusters Score -8284649 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -8284959.500000 Penalty: 5317.384277
	Iteration 4Q: 3 clusters Score -8284960 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 23374 members 
Entering Unmasked Estep 
Score: -8285221.500000 Penalty: 5317.384277
	Iteration 5Q: 3 clusters Score -8285222 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -8285502.000000 Penalty: 5317.384277
	Iteration 6Q: 3 clusters Score -8285502 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -8285770.500000 Penalty: 5317.384277
	Iteration 7Q: 3 clusters Score -8285770 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -8286050.500000 Penalty: 5317.384277
	Iteration 8Q: 3 clusters Score -8286050 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -8286414.000000 Penalty: 5317.384277
	Iteration 9Q: 3 clusters Score -8286414 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -8286882.000000 Penalty: 5317.384277
	Iteration 10Q: 3 clusters Score -8286882 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -8287503.500000 Penalty: 5317.384277
	Iteration 11Q: 3 clusters Score -8287504 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 29162 members 
Entering Unmasked Estep 
Score: -8288434.500000 Penalty: 5317.384277
	Iteration 12Q: 3 clusters Score -8288434 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -8289757.500000 Penalty: 5317.384277
	Iteration 13Q: 3 clusters Score -8289758 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -8291535.000000 Penalty: 5317.384277
	Iteration 14F: 3 clusters Score -8291535 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 35672 members 
Entering Unmasked Estep 
Score: -8293437.000000 Penalty: 5317.384277
	Iteration 15F: 3 clusters Score -8293437 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -8295150.000000 Penalty: 5317.384277
	Iteration 16Q: 3 clusters Score -8295150 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 39331 members 
Entering Unmasked Estep 
Score: -8296573.500000 Penalty: 5317.384277
	Iteration 17Q: 3 clusters Score -8296574 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -8297442.000000 Penalty: 5317.384277
	Iteration 18Q: 3 clusters Score -8297442 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
Score: -8298098.500000 Penalty: 5317.384277
	Iteration 19Q: 3 clusters Score -8298098 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 42237 members 
Entering Unmasked Estep 
Score: -8298577.500000 Penalty: 5317.384277
	Iteration 20F: 3 clusters Score -8298578 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 42804 members 
Entering Unmasked Estep 
Score: -8298825.000000 Penalty: 5317.384277
	Iteration 21Q: 3 clusters Score -8298825 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 43216 members 
Entering Unmasked Estep 
Score: -8298946.500000 Penalty: 5317.384277
	Iteration 22Q: 3 clusters Score -8298946 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -8299087.000000 Penalty: 5317.384277
	Iteration 23Q: 3 clusters Score -8299087 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -8299182.000000 Penalty: 5317.384277
	Iteration 24Q: 3 clusters Score -8299182 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -8299257.000000 Penalty: 5317.384277
	Iteration 25Q: 3 clusters Score -8299257 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 44039 members 
Entering Unmasked Estep 
Score: -8299293.500000 Penalty: 5317.384277
	Iteration 26Q: 3 clusters Score -8299294 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 44155 members 
Entering Unmasked Estep 
Score: -8299337.500000 Penalty: 5317.384277
	Iteration 27Q: 3 clusters Score -8299338 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 44235 members 
Entering Unmasked Estep 
Score: -8299368.000000 Penalty: 5317.384277
	Iteration 28Q: 3 clusters Score -8299368 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 44318 members 
Entering Unmasked Estep 
Score: -8299379.500000 Penalty: 5317.384277
	Iteration 29Q: 3 clusters Score -8299380 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -8299399.500000 Penalty: 5317.384277
	Iteration 30Q: 3 clusters Score -8299400 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 44434 members 
Entering Unmasked Estep 
Score: -8299426.000000 Penalty: 5317.384277
	Iteration 31Q: 3 clusters Score -8299426 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -8299435.500000 Penalty: 5317.384277
	Iteration 32Q: 3 clusters Score -8299436 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -8299447.500000 Penalty: 5317.384277
	Iteration 33Q: 3 clusters Score -8299448 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 44537 members 
Entering Unmasked Estep 
Score: -8299466.500000 Penalty: 5317.384277
	Iteration 34Q: 3 clusters Score -8299466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 44553 members 
Entering Unmasked Estep 
Score: -8299462.500000 Penalty: 5317.384277
	Iteration 35Q: 3 clusters Score -8299462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
Score: -8299468.500000 Penalty: 5317.384277
	Iteration 36Q: 3 clusters Score -8299468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -8299457.000000 Penalty: 5317.384277
	Iteration 37Q: 3 clusters Score -8299457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 44572 members 
Entering Unmasked Estep 
Score: -8299474.500000 Penalty: 5317.384277
	Iteration 38Q: 3 clusters Score -8299474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -8299470.000000 Penalty: 5317.384277
	Iteration 39Q: 3 clusters Score -8299470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
Score: -8299484.000000 Penalty: 5317.384277
	Iteration 40F: 3 clusters Score -8299484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 44582 members 
Entering Unmasked Estep 
Score: -8299482.000000 Penalty: 5317.384277
	Iteration 41Q: 3 clusters Score -8299482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 44585 members 
Entering Unmasked Estep 
Score: -8299477.000000 Penalty: 5317.384277
	Iteration 42Q: 3 clusters Score -8299477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 44590 members 
Entering Unmasked Estep 
Score: -8299482.000000 Penalty: 5317.384277
	Iteration 43Q: 3 clusters Score -8299482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 44594 members 
Entering Unmasked Estep 
Score: -8299478.000000 Penalty: 5317.384277
	Iteration 44Q: 3 clusters Score -8299478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -8299474.500000 Penalty: 5317.384277
	Iteration 45Q: 3 clusters Score -8299474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 44601 members 
Entering Unmasked Estep 
Score: -8299478.000000 Penalty: 5317.384277
	Iteration 46Q: 3 clusters Score -8299478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -8299477.500000 Penalty: 5317.384277
	Iteration 47Q: 3 clusters Score -8299478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 44603 members 
Entering Unmasked Estep 
Score: -8299478.000000 Penalty: 5317.384277
	Iteration 48Q: 3 clusters Score -8299478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 44603 members 
Entering Unmasked Estep 
Score: -8299478.000000 Penalty: 5317.384277
	Iteration 49F: 3 clusters Score -8299478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Entering Unmasked Estep 
Score: -143039.015625 Penalty: 1698.568481
	Iteration 0F: 2 clusters Score -143039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -141243.031250 Penalty: 3397.136963
	Iteration 0F: 3 clusters Score -141243 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -141840.781250 Penalty: 3397.136963
	Iteration 1F: 3 clusters Score -141840.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -142169.000000 Penalty: 3397.136963
	Iteration 2F: 3 clusters Score -142169 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -142388.937500 Penalty: 3397.136963
	Iteration 3F: 3 clusters Score -142388.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -142529.515625 Penalty: 3397.136963
	Iteration 4F: 3 clusters Score -142529.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -142660.171875 Penalty: 3397.136963
	Iteration 5Q: 3 clusters Score -142660.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -142799.906250 Penalty: 3397.136963
	Iteration 6Q: 3 clusters Score -142799.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -142926.562500 Penalty: 3397.136963
	Iteration 7Q: 3 clusters Score -142926.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -143086.406250 Penalty: 3397.136963
	Iteration 8Q: 3 clusters Score -143086.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -143195.125000 Penalty: 3397.136963
	Iteration 9Q: 3 clusters Score -143195.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -143250.156250 Penalty: 3397.136963
	Iteration 10Q: 3 clusters Score -143250.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -143267.953125 Penalty: 3397.136963
	Iteration 11Q: 3 clusters Score -143268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -143278.859375 Penalty: 3397.136963
	Iteration 12Q: 3 clusters Score -143278.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -143288.031250 Penalty: 3397.136963
	Iteration 13Q: 3 clusters Score -143288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -143297.218750 Penalty: 3397.136963
	Iteration 14Q: 3 clusters Score -143297.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -143304.906250 Penalty: 3397.136963
	Iteration 15Q: 3 clusters Score -143304.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -143311.437500 Penalty: 3397.136963
	Iteration 16Q: 3 clusters Score -143311.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -143316.453125 Penalty: 3397.136963
	Iteration 17Q: 3 clusters Score -143316.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -143317.046875 Penalty: 3397.136963
	Iteration 18Q: 3 clusters Score -143317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -143343.671875 Penalty: 3397.136963
	Iteration 19F: 3 clusters Score -143343.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -143403.796875 Penalty: 3397.136963
	Iteration 20F: 3 clusters Score -143403.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -143490.984375 Penalty: 3397.136963
	Iteration 21Q: 3 clusters Score -143491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -143565.078125 Penalty: 3397.136963
	Iteration 22Q: 3 clusters Score -143565.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -143581.625000 Penalty: 3397.136963
	Iteration 23Q: 3 clusters Score -143581.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -143594.531250 Penalty: 3397.136963
	Iteration 24Q: 3 clusters Score -143594.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -143617.046875 Penalty: 3397.136963
	Iteration 25Q: 3 clusters Score -143617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -143628.296875 Penalty: 3397.136963
	Iteration 26Q: 3 clusters Score -143628.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -143638.187500 Penalty: 3397.136963
	Iteration 27Q: 3 clusters Score -143638.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -143641.000000 Penalty: 3397.136963
	Iteration 28Q: 3 clusters Score -143641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -143644.562500 Penalty: 3397.136963
	Iteration 29Q: 3 clusters Score -143644.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -143648.093750 Penalty: 3397.136963
	Iteration 30Q: 3 clusters Score -143648.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -143648.093750 Penalty: 3397.136963
	Iteration 31F: 3 clusters Score -143648.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 433 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47179 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45245 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 45512 members 
Mstep: Class 9 contains 2761 members 
Mstep: Class 10 contains 44787 members 
Mstep: Class 11 contains 43027 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46007 members 
Mstep: Class 14 contains 31252 members 
Mstep: Class 15 contains 45761 members 
Mstep: Class 16 contains 43423 members 
Mstep: Class 17 contains 43673 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 38996 members 
Mstep: Class 20 contains 45671 members 
Mstep: Class 21 contains 44390 members 
Mstep: Class 22 contains 510 members 
Entering Unmasked Estep 
Score: -111200808.000000 Penalty: 72750.632812
Splitting cluster 2 changes total score from -111202088.000000 to -111200808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Entering Unmasked Estep 
Score: -105962.210938 Penalty: 1647.659912
	Iteration 0F: 2 clusters Score -105962.2 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 395 members 
Entering Unmasked Estep 
Score: -104303.335938 Penalty: 3295.319824
	Iteration 0F: 3 clusters Score -104303.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -104872.398438 Penalty: 3295.319824
	Iteration 1F: 3 clusters Score -104872.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -105221.085938 Penalty: 3295.319824
	Iteration 2F: 3 clusters Score -105221.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -105541.015625 Penalty: 3295.319824
	Iteration 3F: 3 clusters Score -105541 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -105766.390625 Penalty: 3295.319824
	Iteration 4F: 3 clusters Score -105766.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -105848.835938 Penalty: 3295.319824
	Iteration 5Q: 3 clusters Score -105848.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -105876.500000 Penalty: 3295.319824
	Iteration 6Q: 3 clusters Score -105876.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -105884.218750 Penalty: 3295.319824
	Iteration 7Q: 3 clusters Score -105884.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -105890.492188 Penalty: 3295.319824
	Iteration 8Q: 3 clusters Score -105890.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -105895.335938 Penalty: 3295.319824
	Iteration 9Q: 3 clusters Score -105895.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -105896.156250 Penalty: 3295.319824
	Iteration 10Q: 3 clusters Score -105896.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -105896.156250 Penalty: 3295.319824
	Iteration 11F: 3 clusters Score -105896.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Entering Unmasked Estep 
Score: -8556939.000000 Penalty: 2668.902588
	Iteration 0F: 2 clusters Score -8556939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -8526335.000000 Penalty: 5337.805176
	Iteration 0F: 3 clusters Score -8526335 nChanged 21760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -8538219.000000 Penalty: 5337.805176
	Iteration 1F: 3 clusters Score -8538219 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -8538717.000000 Penalty: 5337.805176
	Iteration 2Q: 3 clusters Score -8538717 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -8539279.000000 Penalty: 5337.805176
	Iteration 3Q: 3 clusters Score -8539279 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 27591 members 
Entering Unmasked Estep 
Score: -8539924.000000 Penalty: 5337.805176
	Iteration 4Q: 3 clusters Score -8539924 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -8540948.000000 Penalty: 5337.805176
	Iteration 5Q: 3 clusters Score -8540948 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -8542751.000000 Penalty: 5337.805176
	Iteration 6F: 3 clusters Score -8542751 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -8545285.000000 Penalty: 5337.805176
	Iteration 7F: 3 clusters Score -8545285 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -8548394.000000 Penalty: 5337.805176
	Iteration 8F: 3 clusters Score -8548394 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 41112 members 
Entering Unmasked Estep 
Score: -8551227.000000 Penalty: 5337.805176
	Iteration 9F: 3 clusters Score -8551227 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 42782 members 
Entering Unmasked Estep 
Score: -8553572.000000 Penalty: 5337.805176
	Iteration 10Q: 3 clusters Score -8553572 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -8555111.000000 Penalty: 5337.805176
	Iteration 11Q: 3 clusters Score -8555111 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -8555809.000000 Penalty: 5337.805176
	Iteration 12Q: 3 clusters Score -8555809 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -8556092.000000 Penalty: 5337.805176
	Iteration 13Q: 3 clusters Score -8556092 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
Score: -8556214.000000 Penalty: 5337.805176
	Iteration 14Q: 3 clusters Score -8556214 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 43748 members 
Entering Unmasked Estep 
Score: -8556241.000000 Penalty: 5337.805176
	Iteration 15Q: 3 clusters Score -8556241 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 43772 members 
Entering Unmasked Estep 
Score: -8556278.000000 Penalty: 5337.805176
	Iteration 16Q: 3 clusters Score -8556278 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 43802 members 
Entering Unmasked Estep 
Score: -8556293.000000 Penalty: 5337.805176
	Iteration 17Q: 3 clusters Score -8556293 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -8556295.000000 Penalty: 5337.805176
	Iteration 18Q: 3 clusters Score -8556295 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -8556304.000000 Penalty: 5337.805176
	Iteration 19Q: 3 clusters Score -8556304 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -8556306.000000 Penalty: 5337.805176
	Iteration 20F: 3 clusters Score -8556306 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
Score: -8556306.000000 Penalty: 5337.805176
	Iteration 21Q: 3 clusters Score -8556306 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -8556302.000000 Penalty: 5337.805176
	Iteration 22Q: 3 clusters Score -8556302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 43936 members 
Entering Unmasked Estep 
Score: -8556311.000000 Penalty: 5337.805176
	Iteration 23Q: 3 clusters Score -8556311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 43945 members 
Entering Unmasked Estep 
Score: -8556315.000000 Penalty: 5337.805176
	Iteration 24Q: 3 clusters Score -8556315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 43949 members 
Entering Unmasked Estep 
Score: -8556311.000000 Penalty: 5337.805176
	Iteration 25Q: 3 clusters Score -8556311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 43951 members 
Entering Unmasked Estep 
Score: -8556308.000000 Penalty: 5337.805176
	Iteration 26Q: 3 clusters Score -8556308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -8556313.000000 Penalty: 5337.805176
	Iteration 27Q: 3 clusters Score -8556313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
Score: -8556313.000000 Penalty: 5337.805176
	Iteration 28Q: 3 clusters Score -8556313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
Score: -8556309.000000 Penalty: 5337.805176
	Iteration 29Q: 3 clusters Score -8556309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 43964 members 
Entering Unmasked Estep 
Score: -8556310.000000 Penalty: 5337.805176
	Iteration 30Q: 3 clusters Score -8556310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 43966 members 
Entering Unmasked Estep 
Score: -8556317.000000 Penalty: 5337.805176
	Iteration 31Q: 3 clusters Score -8556317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 43969 members 
Entering Unmasked Estep 
Score: -8556322.000000 Penalty: 5337.805176
	Iteration 32Q: 3 clusters Score -8556322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 43974 members 
Entering Unmasked Estep 
Score: -8556322.000000 Penalty: 5337.805176
	Iteration 33Q: 3 clusters Score -8556322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 43974 members 
Entering Unmasked Estep 
Score: -8556325.000000 Penalty: 5337.805176
	Iteration 34Q: 3 clusters Score -8556325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 43976 members 
Entering Unmasked Estep 
Score: -8556322.000000 Penalty: 5337.805176
	Iteration 35Q: 3 clusters Score -8556322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 43979 members 
Entering Unmasked Estep 
Score: -8556322.000000 Penalty: 5337.805176
	Iteration 36Q: 3 clusters Score -8556322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 43981 members 
Entering Unmasked Estep 
Score: -8556314.000000 Penalty: 5337.805176
	Iteration 37Q: 3 clusters Score -8556314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 43983 members 
Entering Unmasked Estep 
Score: -8556320.000000 Penalty: 5337.805176
	Iteration 38Q: 3 clusters Score -8556320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 43986 members 
Entering Unmasked Estep 
Score: -8556331.000000 Penalty: 5337.805176
	Iteration 39Q: 3 clusters Score -8556331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 43989 members 
Entering Unmasked Estep 
Score: -8556330.000000 Penalty: 5337.805176
	Iteration 40F: 3 clusters Score -8556330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 43991 members 
Entering Unmasked Estep 
Score: -8556325.000000 Penalty: 5337.805176
	Iteration 41Q: 3 clusters Score -8556325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 43992 members 
Entering Unmasked Estep 
Score: -8556328.000000 Penalty: 5337.805176
	Iteration 42Q: 3 clusters Score -8556328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 43992 members 
Entering Unmasked Estep 
Score: -8556328.000000 Penalty: 5337.805176
	Iteration 43F: 3 clusters Score -8556328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -36811.179688 Penalty: 1512.322510
	Iteration 0F: 2 clusters Score -36811.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -35598.511719 Penalty: 3024.645020
	Iteration 0F: 3 clusters Score -35598.51 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -35828.917969 Penalty: 3024.645020
	Iteration 1F: 3 clusters Score -35828.92 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -35951.929688 Penalty: 3024.645020
	Iteration 2F: 3 clusters Score -35951.93 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -36068.066406 Penalty: 3024.645020
	Iteration 3F: 3 clusters Score -36068.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -36130.511719 Penalty: 3024.645020
	Iteration 4Q: 3 clusters Score -36130.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -36219.031250 Penalty: 3024.645020
	Iteration 5Q: 3 clusters Score -36219.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -36298.699219 Penalty: 3024.645020
	Iteration 6Q: 3 clusters Score -36298.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -36389.167969 Penalty: 3024.645020
	Iteration 7Q: 3 clusters Score -36389.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -36398.277344 Penalty: 3024.645020
	Iteration 8Q: 3 clusters Score -36398.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -36403.917969 Penalty: 3024.645020
	Iteration 9Q: 3 clusters Score -36403.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -36418.699219 Penalty: 3024.645020
	Iteration 10F: 3 clusters Score -36418.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -36509.613281 Penalty: 3024.645020
	Iteration 11Q: 3 clusters Score -36509.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -36525.234375 Penalty: 3024.645020
	Iteration 12Q: 3 clusters Score -36525.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -36563.714844 Penalty: 3024.645020
	Iteration 13Q: 3 clusters Score -36563.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -36565.761719 Penalty: 3024.645020
	Iteration 14F: 3 clusters Score -36565.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -36618.121094 Penalty: 3024.645020
	Iteration 15Q: 3 clusters Score -36618.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -36620.238281 Penalty: 3024.645020
	Iteration 16Q: 3 clusters Score -36620.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -36624.460938 Penalty: 3024.645020
	Iteration 17Q: 3 clusters Score -36624.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -36624.460938 Penalty: 3024.645020
	Iteration 18F: 3 clusters Score -36624.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45245 members 
Entering Unmasked Estep 
Score: -8257531.000000 Penalty: 2658.522217
	Iteration 0F: 2 clusters Score -8257531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -8227930.500000 Penalty: 5317.044434
	Iteration 0F: 3 clusters Score -8227930 nChanged 20872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -8239578.000000 Penalty: 5317.044434
	Iteration 1F: 3 clusters Score -8239578 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 23726 members 
Entering Unmasked Estep 
Score: -8240355.500000 Penalty: 5317.044434
	Iteration 2Q: 3 clusters Score -8240356 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -8241570.500000 Penalty: 5317.044434
	Iteration 3F: 3 clusters Score -8241570 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -8243177.500000 Penalty: 5317.044434
	Iteration 4F: 3 clusters Score -8243178 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -8245252.500000 Penalty: 5317.044434
	Iteration 5F: 3 clusters Score -8245252 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -8247933.500000 Penalty: 5317.044434
	Iteration 6F: 3 clusters Score -8247934 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -8250888.000000 Penalty: 5317.044434
	Iteration 7F: 3 clusters Score -8250888 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -8253613.000000 Penalty: 5317.044434
	Iteration 8F: 3 clusters Score -8253613 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -8255133.500000 Penalty: 5317.044434
	Iteration 9Q: 3 clusters Score -8255134 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -8255619.000000 Penalty: 5317.044434
	Iteration 10Q: 3 clusters Score -8255619 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -8255851.000000 Penalty: 5317.044434
	Iteration 11Q: 3 clusters Score -8255851 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 38543 members 
Entering Unmasked Estep 
Score: -8256013.500000 Penalty: 5317.044434
	Iteration 12Q: 3 clusters Score -8256014 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 38994 members 
Entering Unmasked Estep 
Score: -8256139.500000 Penalty: 5317.044434
	Iteration 13Q: 3 clusters Score -8256140 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 39406 members 
Entering Unmasked Estep 
Score: -8256251.500000 Penalty: 5317.044434
	Iteration 14Q: 3 clusters Score -8256252 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -8256326.500000 Penalty: 5317.044434
	Iteration 15Q: 3 clusters Score -8256326 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 40176 members 
Entering Unmasked Estep 
Score: -8256406.500000 Penalty: 5317.044434
	Iteration 16Q: 3 clusters Score -8256406 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 40475 members 
Entering Unmasked Estep 
Score: -8256501.000000 Penalty: 5317.044434
	Iteration 17Q: 3 clusters Score -8256501 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
Score: -8256529.000000 Penalty: 5317.044434
	Iteration 18Q: 3 clusters Score -8256529 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 41006 members 
Entering Unmasked Estep 
Score: -8256586.000000 Penalty: 5317.044434
	Iteration 19Q: 3 clusters Score -8256586 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -8256596.000000 Penalty: 5317.044434
	Iteration 20F: 3 clusters Score -8256596 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -8256636.000000 Penalty: 5317.044434
	Iteration 21Q: 3 clusters Score -8256636 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 41544 members 
Entering Unmasked Estep 
Score: -8256646.500000 Penalty: 5317.044434
	Iteration 22Q: 3 clusters Score -8256646 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 41677 members 
Entering Unmasked Estep 
Score: -8256636.500000 Penalty: 5317.044434
	Iteration 23Q: 3 clusters Score -8256636 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -8256642.500000 Penalty: 5317.044434
	Iteration 24Q: 3 clusters Score -8256642 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -8256666.000000 Penalty: 5317.044434
	Iteration 25Q: 3 clusters Score -8256666 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -8256665.000000 Penalty: 5317.044434
	Iteration 26Q: 3 clusters Score -8256665 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 42109 members 
Entering Unmasked Estep 
Score: -8256656.500000 Penalty: 5317.044434
	Iteration 27Q: 3 clusters Score -8256656 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -8256681.000000 Penalty: 5317.044434
	Iteration 28Q: 3 clusters Score -8256681 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 42304 members 
Entering Unmasked Estep 
Score: -8256666.500000 Penalty: 5317.044434
	Iteration 29Q: 3 clusters Score -8256666 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 42401 members 
Entering Unmasked Estep 
Score: -8256694.000000 Penalty: 5317.044434
	Iteration 30Q: 3 clusters Score -8256694 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 42489 members 
Entering Unmasked Estep 
Score: -8256661.500000 Penalty: 5317.044434
	Iteration 31Q: 3 clusters Score -8256662 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -8256662.500000 Penalty: 5317.044434
	Iteration 32Q: 3 clusters Score -8256662 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
Score: -8256639.500000 Penalty: 5317.044434
	Iteration 33Q: 3 clusters Score -8256640 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -8256652.500000 Penalty: 5317.044434
	Iteration 34Q: 3 clusters Score -8256652 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 42701 members 
Entering Unmasked Estep 
Score: -8256631.000000 Penalty: 5317.044434
	Iteration 35Q: 3 clusters Score -8256631 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -8256629.500000 Penalty: 5317.044434
	Iteration 36Q: 3 clusters Score -8256630 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 42769 members 
Entering Unmasked Estep 
Score: -8256642.500000 Penalty: 5317.044434
	Iteration 37Q: 3 clusters Score -8256642 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 42802 members 
Entering Unmasked Estep 
Score: -8256648.000000 Penalty: 5317.044434
	Iteration 38Q: 3 clusters Score -8256648 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 42849 members 
Entering Unmasked Estep 
Score: -8256641.000000 Penalty: 5317.044434
	Iteration 39Q: 3 clusters Score -8256641 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 42898 members 
Entering Unmasked Estep 
Score: -8256644.000000 Penalty: 5317.044434
	Iteration 40F: 3 clusters Score -8256644 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
Score: -8256640.500000 Penalty: 5317.044434
	Iteration 41Q: 3 clusters Score -8256640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 42968 members 
Entering Unmasked Estep 
Score: -8256627.000000 Penalty: 5317.044434
	Iteration 42Q: 3 clusters Score -8256627 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 42999 members 
Entering Unmasked Estep 
Score: -8256605.500000 Penalty: 5317.044434
	Iteration 43Q: 3 clusters Score -8256606 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 43029 members 
Entering Unmasked Estep 
Score: -8256607.500000 Penalty: 5317.044434
	Iteration 44Q: 3 clusters Score -8256608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 43056 members 
Entering Unmasked Estep 
Score: -8256602.000000 Penalty: 5317.044434
	Iteration 45Q: 3 clusters Score -8256602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -8256600.000000 Penalty: 5317.044434
	Iteration 46Q: 3 clusters Score -8256600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 43098 members 
Entering Unmasked Estep 
Score: -8256591.500000 Penalty: 5317.044434
	Iteration 47Q: 3 clusters Score -8256592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 43119 members 
Entering Unmasked Estep 
Score: -8256580.500000 Penalty: 5317.044434
	Iteration 48Q: 3 clusters Score -8256580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 43134 members 
Entering Unmasked Estep 
Score: -8256584.500000 Penalty: 5317.044434
	Iteration 49Q: 3 clusters Score -8256584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 43146 members 
Entering Unmasked Estep 
Score: -8256588.000000 Penalty: 5317.044434
	Iteration 50Q: 3 clusters Score -8256588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 43157 members 
Entering Unmasked Estep 
Score: -8256598.000000 Penalty: 5317.044434
	Iteration 51Q: 3 clusters Score -8256598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 43173 members 
Entering Unmasked Estep 
Score: -8256589.000000 Penalty: 5317.044434
	Iteration 52Q: 3 clusters Score -8256589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 43187 members 
Entering Unmasked Estep 
Score: -8256579.500000 Penalty: 5317.044434
	Iteration 53Q: 3 clusters Score -8256580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -8256577.000000 Penalty: 5317.044434
	Iteration 54Q: 3 clusters Score -8256577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -8256581.000000 Penalty: 5317.044434
	Iteration 55Q: 3 clusters Score -8256581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -8256575.500000 Penalty: 5317.044434
	Iteration 56Q: 3 clusters Score -8256576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 43233 members 
Entering Unmasked Estep 
Score: -8256571.000000 Penalty: 5317.044434
	Iteration 57Q: 3 clusters Score -8256571 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -8256574.000000 Penalty: 5317.044434
	Iteration 58Q: 3 clusters Score -8256574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -8256582.000000 Penalty: 5317.044434
	Iteration 59Q: 3 clusters Score -8256582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -8256574.500000 Penalty: 5317.044434
	Iteration 60F: 3 clusters Score -8256574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -8256576.000000 Penalty: 5317.044434
	Iteration 61Q: 3 clusters Score -8256576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -8256567.500000 Penalty: 5317.044434
	Iteration 62Q: 3 clusters Score -8256568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 43276 members 
Entering Unmasked Estep 
Score: -8256567.000000 Penalty: 5317.044434
	Iteration 63Q: 3 clusters Score -8256567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 43278 members 
Entering Unmasked Estep 
Score: -8256572.000000 Penalty: 5317.044434
	Iteration 64Q: 3 clusters Score -8256572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -8256576.500000 Penalty: 5317.044434
	Iteration 65Q: 3 clusters Score -8256576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 43283 members 
Entering Unmasked Estep 
Score: -8256571.000000 Penalty: 5317.044434
	Iteration 66Q: 3 clusters Score -8256571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -8256572.500000 Penalty: 5317.044434
	Iteration 67Q: 3 clusters Score -8256572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
Score: -8256578.000000 Penalty: 5317.044434
	Iteration 68Q: 3 clusters Score -8256578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -8256579.500000 Penalty: 5317.044434
	Iteration 69Q: 3 clusters Score -8256580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -8256573.500000 Penalty: 5317.044434
	Iteration 70Q: 3 clusters Score -8256574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -8256576.000000 Penalty: 5317.044434
	Iteration 71Q: 3 clusters Score -8256576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
Score: -8256579.000000 Penalty: 5317.044434
	Iteration 72Q: 3 clusters Score -8256579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
Score: -8256579.000000 Penalty: 5317.044434
	Iteration 73F: 3 clusters Score -8256579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Entering Unmasked Estep 
Score: -231785.890625 Penalty: 1787.181641
	Iteration 0F: 2 clusters Score -231785.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -229644.593750 Penalty: 3574.363281
	Iteration 0F: 3 clusters Score -229644.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -230184.109375 Penalty: 3574.363281
	Iteration 1F: 3 clusters Score -230184.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -230342.203125 Penalty: 3574.363281
	Iteration 2F: 3 clusters Score -230342.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -230465.203125 Penalty: 3574.363281
	Iteration 3Q: 3 clusters Score -230465.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -230595.953125 Penalty: 3574.363281
	Iteration 4Q: 3 clusters Score -230596 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -230756.531250 Penalty: 3574.363281
	Iteration 5Q: 3 clusters Score -230756.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -230913.218750 Penalty: 3574.363281
	Iteration 6Q: 3 clusters Score -230913.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -231006.359375 Penalty: 3574.363281
	Iteration 7Q: 3 clusters Score -231006.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -231036.453125 Penalty: 3574.363281
	Iteration 8Q: 3 clusters Score -231036.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -231054.984375 Penalty: 3574.363281
	Iteration 9Q: 3 clusters Score -231055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -231070.000000 Penalty: 3574.363281
	Iteration 10Q: 3 clusters Score -231070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -231076.765625 Penalty: 3574.363281
	Iteration 11Q: 3 clusters Score -231076.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -231084.609375 Penalty: 3574.363281
	Iteration 12Q: 3 clusters Score -231084.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -231086.109375 Penalty: 3574.363281
	Iteration 13Q: 3 clusters Score -231086.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -231087.203125 Penalty: 3574.363281
	Iteration 14Q: 3 clusters Score -231087.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -231087.203125 Penalty: 3574.363281
	Iteration 15F: 3 clusters Score -231087.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (45512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Entering Unmasked Estep 
Score: -8435204.000000 Penalty: 2659.981201
	Iteration 0F: 2 clusters Score -8435204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -8406132.000000 Penalty: 5319.962402
	Iteration 0F: 3 clusters Score -8406132 nChanged 20783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -8417629.000000 Penalty: 5319.962402
	Iteration 1F: 3 clusters Score -8417629 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -8418135.000000 Penalty: 5319.962402
	Iteration 2Q: 3 clusters Score -8418135 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -8418789.000000 Penalty: 5319.962402
	Iteration 3Q: 3 clusters Score -8418789 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -8419652.000000 Penalty: 5319.962402
	Iteration 4Q: 3 clusters Score -8419652 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -8420869.000000 Penalty: 5319.962402
	Iteration 5Q: 3 clusters Score -8420869 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -8422621.000000 Penalty: 5319.962402
	Iteration 6F: 3 clusters Score -8422621 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -8424896.000000 Penalty: 5319.962402
	Iteration 7F: 3 clusters Score -8424896 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37942 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -8427735.000000 Penalty: 5319.962402
	Iteration 8F: 3 clusters Score -8427735 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40923 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -8430304.000000 Penalty: 5319.962402
	Iteration 9F: 3 clusters Score -8430304 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -8431943.000000 Penalty: 5319.962402
	Iteration 10Q: 3 clusters Score -8431943 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -8432688.000000 Penalty: 5319.962402
	Iteration 11Q: 3 clusters Score -8432688 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44578 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -8433049.000000 Penalty: 5319.962402
	Iteration 12Q: 3 clusters Score -8433049 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -8433302.000000 Penalty: 5319.962402
	Iteration 13Q: 3 clusters Score -8433302 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44895 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -8433501.000000 Penalty: 5319.962402
	Iteration 14Q: 3 clusters Score -8433501 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44939 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8433622.000000 Penalty: 5319.962402
	Iteration 15Q: 3 clusters Score -8433622 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -8433714.000000 Penalty: 5319.962402
	Iteration 16Q: 3 clusters Score -8433714 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -8433770.000000 Penalty: 5319.962402
	Iteration 17Q: 3 clusters Score -8433770 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -8433838.000000 Penalty: 5319.962402
	Iteration 18Q: 3 clusters Score -8433838 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45041 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -8433880.000000 Penalty: 5319.962402
	Iteration 19Q: 3 clusters Score -8433880 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -8433914.000000 Penalty: 5319.962402
	Iteration 20F: 3 clusters Score -8433914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45072 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -8433955.000000 Penalty: 5319.962402
	Iteration 21Q: 3 clusters Score -8433955 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8433983.000000 Penalty: 5319.962402
	Iteration 22Q: 3 clusters Score -8433983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45094 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8434009.000000 Penalty: 5319.962402
	Iteration 23Q: 3 clusters Score -8434009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45101 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -8434015.000000 Penalty: 5319.962402
	Iteration 24Q: 3 clusters Score -8434015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -8434027.000000 Penalty: 5319.962402
	Iteration 25Q: 3 clusters Score -8434027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45114 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -8434034.000000 Penalty: 5319.962402
	Iteration 26Q: 3 clusters Score -8434034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -8434046.000000 Penalty: 5319.962402
	Iteration 27Q: 3 clusters Score -8434046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45126 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -8434065.000000 Penalty: 5319.962402
	Iteration 28Q: 3 clusters Score -8434065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8434068.000000 Penalty: 5319.962402
	Iteration 29Q: 3 clusters Score -8434068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45130 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8434064.000000 Penalty: 5319.962402
	Iteration 30Q: 3 clusters Score -8434064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45134 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8434075.000000 Penalty: 5319.962402
	Iteration 31Q: 3 clusters Score -8434075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45137 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8434071.000000 Penalty: 5319.962402
	Iteration 32Q: 3 clusters Score -8434071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45137 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8434087.000000 Penalty: 5319.962402
	Iteration 33Q: 3 clusters Score -8434087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45137 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -8434099.000000 Penalty: 5319.962402
	Iteration 34Q: 3 clusters Score -8434099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45143 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8434097.000000 Penalty: 5319.962402
	Iteration 35Q: 3 clusters Score -8434097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8434105.000000 Penalty: 5319.962402
	Iteration 36Q: 3 clusters Score -8434105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8434115.000000 Penalty: 5319.962402
	Iteration 37Q: 3 clusters Score -8434115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8434110.000000 Penalty: 5319.962402
	Iteration 38Q: 3 clusters Score -8434110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45152 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8434116.000000 Penalty: 5319.962402
	Iteration 39Q: 3 clusters Score -8434116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45157 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8434124.000000 Penalty: 5319.962402
	Iteration 40F: 3 clusters Score -8434124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8434142.000000 Penalty: 5319.962402
	Iteration 41Q: 3 clusters Score -8434142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45166 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -8434154.000000 Penalty: 5319.962402
	Iteration 42Q: 3 clusters Score -8434154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45171 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8434163.000000 Penalty: 5319.962402
	Iteration 43Q: 3 clusters Score -8434163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8434168.000000 Penalty: 5319.962402
	Iteration 44Q: 3 clusters Score -8434168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45175 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -8434172.000000 Penalty: 5319.962402
	Iteration 45Q: 3 clusters Score -8434172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -8434170.000000 Penalty: 5319.962402
	Iteration 46Q: 3 clusters Score -8434170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -8434173.000000 Penalty: 5319.962402
	Iteration 47Q: 3 clusters Score -8434173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45177 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -8434181.000000 Penalty: 5319.962402
	Iteration 48Q: 3 clusters Score -8434181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -8434176.000000 Penalty: 5319.962402
	Iteration 49Q: 3 clusters Score -8434176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45179 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8434182.000000 Penalty: 5319.962402
	Iteration 50Q: 3 clusters Score -8434182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45179 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8434188.000000 Penalty: 5319.962402
	Iteration 51Q: 3 clusters Score -8434188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -8434186.000000 Penalty: 5319.962402
	Iteration 52Q: 3 clusters Score -8434186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -8434186.000000 Penalty: 5319.962402
	Iteration 53F: 3 clusters Score -8434186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Entering Unmasked Estep 
Score: -462485.500000 Penalty: 1964.990356
	Iteration 0F: 2 clusters Score -462485.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -459419.812500 Penalty: 3929.980713
	Iteration 0F: 3 clusters Score -459419.8 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -460549.687500 Penalty: 3929.980713
	Iteration 1F: 3 clusters Score -460549.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -461159.656250 Penalty: 3929.980713
	Iteration 2F: 3 clusters Score -461159.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -461654.562500 Penalty: 3929.980713
	Iteration 3F: 3 clusters Score -461654.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -462032.531250 Penalty: 3929.980713
	Iteration 4F: 3 clusters Score -462032.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -462338.906250 Penalty: 3929.980713
	Iteration 5F: 3 clusters Score -462338.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -462549.968750 Penalty: 3929.980713
	Iteration 6Q: 3 clusters Score -462550 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -462664.156250 Penalty: 3929.980713
	Iteration 7Q: 3 clusters Score -462664.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -462708.468750 Penalty: 3929.980713
	Iteration 8Q: 3 clusters Score -462708.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -462724.500000 Penalty: 3929.980713
	Iteration 9Q: 3 clusters Score -462724.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -462731.468750 Penalty: 3929.980713
	Iteration 10Q: 3 clusters Score -462731.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -462741.250000 Penalty: 3929.980713
	Iteration 11Q: 3 clusters Score -462741.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -462748.125000 Penalty: 3929.980713
	Iteration 12Q: 3 clusters Score -462748.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -462752.343750 Penalty: 3929.980713
	Iteration 13Q: 3 clusters Score -462752.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -462756.062500 Penalty: 3929.980713
	Iteration 14Q: 3 clusters Score -462756.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -462759.843750 Penalty: 3929.980713
	Iteration 15Q: 3 clusters Score -462759.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -462762.281250 Penalty: 3929.980713
	Iteration 16Q: 3 clusters Score -462762.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -462764.500000 Penalty: 3929.980713
	Iteration 17Q: 3 clusters Score -462764.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -462766.531250 Penalty: 3929.980713
	Iteration 18Q: 3 clusters Score -462766.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -462770.562500 Penalty: 3929.980713
	Iteration 19Q: 3 clusters Score -462770.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -462774.062500 Penalty: 3929.980713
	Iteration 20F: 3 clusters Score -462774.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -462776.656250 Penalty: 3929.980713
	Iteration 21Q: 3 clusters Score -462776.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -462779.406250 Penalty: 3929.980713
	Iteration 22Q: 3 clusters Score -462779.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -462780.281250 Penalty: 3929.980713
	Iteration 23Q: 3 clusters Score -462780.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -462782.093750 Penalty: 3929.980713
	Iteration 24Q: 3 clusters Score -462782.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -462782.468750 Penalty: 3929.980713
	Iteration 25Q: 3 clusters Score -462782.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -462782.468750 Penalty: 3929.980713
	Iteration 26F: 3 clusters Score -462782.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47179 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45245 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 45512 members 
Mstep: Class 9 contains 1105 members 
Mstep: Class 10 contains 44787 members 
Mstep: Class 11 contains 43027 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46007 members 
Mstep: Class 14 contains 31252 members 
Mstep: Class 15 contains 45761 members 
Mstep: Class 16 contains 43423 members 
Mstep: Class 17 contains 43673 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 38996 members 
Mstep: Class 20 contains 45671 members 
Mstep: Class 21 contains 44390 members 
Mstep: Class 22 contains 1656 members 
Entering Unmasked Estep 
Score: -111200800.000000 Penalty: 72750.632812
Splitting cluster 9 changes total score from -111202088.000000 to -111200800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (44787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Entering Unmasked Estep 
Score: -8337576.500000 Penalty: 2655.998779
	Iteration 0F: 2 clusters Score -8337576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -8309663.500000 Penalty: 5311.997559
	Iteration 0F: 3 clusters Score -8309664 nChanged 20702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -8321331.500000 Penalty: 5311.997559
	Iteration 1F: 3 clusters Score -8321332 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -8321867.500000 Penalty: 5311.997559
	Iteration 2Q: 3 clusters Score -8321868 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -8322525.500000 Penalty: 5311.997559
	Iteration 3Q: 3 clusters Score -8322526 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -8323234.500000 Penalty: 5311.997559
	Iteration 4Q: 3 clusters Score -8323234 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -8324022.000000 Penalty: 5311.997559
	Iteration 5Q: 3 clusters Score -8324022 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -8325028.500000 Penalty: 5311.997559
	Iteration 6Q: 3 clusters Score -8325028 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -8326169.500000 Penalty: 5311.997559
	Iteration 7Q: 3 clusters Score -8326170 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -8327505.500000 Penalty: 5311.997559
	Iteration 8Q: 3 clusters Score -8327506 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -8328880.500000 Penalty: 5311.997559
	Iteration 9Q: 3 clusters Score -8328880 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -8330155.000000 Penalty: 5311.997559
	Iteration 10Q: 3 clusters Score -8330155 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -8331080.500000 Penalty: 5311.997559
	Iteration 11Q: 3 clusters Score -8331080 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -8331813.500000 Penalty: 5311.997559
	Iteration 12Q: 3 clusters Score -8331814 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -8332291.500000 Penalty: 5311.997559
	Iteration 13Q: 3 clusters Score -8332292 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -8332577.000000 Penalty: 5311.997559
	Iteration 14Q: 3 clusters Score -8332577 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -8332811.500000 Penalty: 5311.997559
	Iteration 15Q: 3 clusters Score -8332812 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -8332960.500000 Penalty: 5311.997559
	Iteration 16Q: 3 clusters Score -8332960 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -8333069.500000 Penalty: 5311.997559
	Iteration 17Q: 3 clusters Score -8333070 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33149 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -8333172.500000 Penalty: 5311.997559
	Iteration 18Q: 3 clusters Score -8333172 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -8333225.000000 Penalty: 5311.997559
	Iteration 19Q: 3 clusters Score -8333225 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -8333303.500000 Penalty: 5311.997559
	Iteration 20F: 3 clusters Score -8333304 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33728 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -8333384.000000 Penalty: 5311.997559
	Iteration 21Q: 3 clusters Score -8333384 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -8333446.000000 Penalty: 5311.997559
	Iteration 22Q: 3 clusters Score -8333446 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -8333507.500000 Penalty: 5311.997559
	Iteration 23Q: 3 clusters Score -8333508 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34267 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -8333571.000000 Penalty: 5311.997559
	Iteration 24Q: 3 clusters Score -8333571 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -8333635.000000 Penalty: 5311.997559
	Iteration 25Q: 3 clusters Score -8333635 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -8333700.000000 Penalty: 5311.997559
	Iteration 26Q: 3 clusters Score -8333700 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -8333735.000000 Penalty: 5311.997559
	Iteration 27Q: 3 clusters Score -8333735 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -8333780.000000 Penalty: 5311.997559
	Iteration 28Q: 3 clusters Score -8333780 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -8333813.500000 Penalty: 5311.997559
	Iteration 29Q: 3 clusters Score -8333814 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -8333867.000000 Penalty: 5311.997559
	Iteration 30Q: 3 clusters Score -8333867 nChanged 147
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Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8333885 nChanged 151
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Mstep: Class 1 contains 35545 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8333915 nChanged 171
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Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 8920 members 
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Mstep: Class 2 contains 8452 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36844 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 37087 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 37520 members 
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Mstep: Class 1 contains 37827 members 
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Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 6833 members 
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Mstep: Class 1 contains 38079 members 
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Mstep: Class 1 contains 38201 members 
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	Iteration 123Q: 3 clusters Score -8336362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43772 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -8336373.500000 Penalty: 5311.997559
	Iteration 124Q: 3 clusters Score -8336374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43785 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -8336385.500000 Penalty: 5311.997559
	Iteration 125Q: 3 clusters Score -8336386 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43798 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -8336399.000000 Penalty: 5311.997559
	Iteration 126Q: 3 clusters Score -8336399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -8336401.500000 Penalty: 5311.997559
	Iteration 127Q: 3 clusters Score -8336402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43812 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -8336401.000000 Penalty: 5311.997559
	Iteration 128Q: 3 clusters Score -8336401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -8336396.500000 Penalty: 5311.997559
	Iteration 129Q: 3 clusters Score -8336396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -8336404.500000 Penalty: 5311.997559
	Iteration 130Q: 3 clusters Score -8336404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43821 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -8336410.500000 Penalty: 5311.997559
	Iteration 131Q: 3 clusters Score -8336410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -8336420.500000 Penalty: 5311.997559
	Iteration 132Q: 3 clusters Score -8336420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -8336412.500000 Penalty: 5311.997559
	Iteration 133Q: 3 clusters Score -8336412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43839 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -8336411.000000 Penalty: 5311.997559
	Iteration 134Q: 3 clusters Score -8336411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43845 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -8336413.000000 Penalty: 5311.997559
	Iteration 135Q: 3 clusters Score -8336413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43849 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -8336414.500000 Penalty: 5311.997559
	Iteration 136Q: 3 clusters Score -8336414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -8336410.000000 Penalty: 5311.997559
	Iteration 137Q: 3 clusters Score -8336410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -8336410.000000 Penalty: 5311.997559
	Iteration 138F: 3 clusters Score -8336410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (43027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43027 members 
Entering Unmasked Estep 
Score: -7872565.500000 Penalty: 2646.056641
	Iteration 0F: 2 clusters Score -7872566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -7843821.000000 Penalty: 5292.113281
	Iteration 0F: 3 clusters Score -7843821 nChanged 19730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -7855130.500000 Penalty: 5292.113281
	Iteration 1F: 3 clusters Score -7855130 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -7856225.500000 Penalty: 5292.113281
	Iteration 2F: 3 clusters Score -7856226 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -7857595.500000 Penalty: 5292.113281
	Iteration 3F: 3 clusters Score -7857596 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -7859613.000000 Penalty: 5292.113281
	Iteration 4F: 3 clusters Score -7859613 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -7862154.500000 Penalty: 5292.113281
	Iteration 5F: 3 clusters Score -7862154 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -7865031.500000 Penalty: 5292.113281
	Iteration 6F: 3 clusters Score -7865032 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -7866996.500000 Penalty: 5292.113281
	Iteration 7F: 3 clusters Score -7866996 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -7867845.500000 Penalty: 5292.113281
	Iteration 8Q: 3 clusters Score -7867846 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -7868224.500000 Penalty: 5292.113281
	Iteration 9Q: 3 clusters Score -7868224 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -7868457.500000 Penalty: 5292.113281
	Iteration 10Q: 3 clusters Score -7868458 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -7868653.000000 Penalty: 5292.113281
	Iteration 11Q: 3 clusters Score -7868653 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 31244 members 
Entering Unmasked Estep 
Score: -7868803.500000 Penalty: 5292.113281
	Iteration 12Q: 3 clusters Score -7868804 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -7868939.000000 Penalty: 5292.113281
	Iteration 13Q: 3 clusters Score -7868939 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -7869079.000000 Penalty: 5292.113281
	Iteration 14Q: 3 clusters Score -7869079 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -7869178.500000 Penalty: 5292.113281
	Iteration 15Q: 3 clusters Score -7869178 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -7869322.500000 Penalty: 5292.113281
	Iteration 16Q: 3 clusters Score -7869322 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -7869449.000000 Penalty: 5292.113281
	Iteration 17Q: 3 clusters Score -7869449 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -7869583.500000 Penalty: 5292.113281
	Iteration 18Q: 3 clusters Score -7869584 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -7869670.500000 Penalty: 5292.113281
	Iteration 19Q: 3 clusters Score -7869670 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 34676 members 
Entering Unmasked Estep 
Score: -7869770.500000 Penalty: 5292.113281
	Iteration 20F: 3 clusters Score -7869770 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 35065 members 
Entering Unmasked Estep 
Score: -7869859.500000 Penalty: 5292.113281
	Iteration 21Q: 3 clusters Score -7869860 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
Score: -7869959.500000 Penalty: 5292.113281
	Iteration 22Q: 3 clusters Score -7869960 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -7870037.000000 Penalty: 5292.113281
	Iteration 23Q: 3 clusters Score -7870037 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -7870120.500000 Penalty: 5292.113281
	Iteration 24Q: 3 clusters Score -7870120 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -7870202.500000 Penalty: 5292.113281
	Iteration 25Q: 3 clusters Score -7870202 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -7870259.000000 Penalty: 5292.113281
	Iteration 26Q: 3 clusters Score -7870259 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -7870303.000000 Penalty: 5292.113281
	Iteration 27Q: 3 clusters Score -7870303 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -7870357.000000 Penalty: 5292.113281
	Iteration 28Q: 3 clusters Score -7870357 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -7870402.500000 Penalty: 5292.113281
	Iteration 29Q: 3 clusters Score -7870402 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -7870454.500000 Penalty: 5292.113281
	Iteration 30Q: 3 clusters Score -7870454 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
Score: -7870508.500000 Penalty: 5292.113281
	Iteration 31Q: 3 clusters Score -7870508 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -7870578.000000 Penalty: 5292.113281
	Iteration 32Q: 3 clusters Score -7870578 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 38457 members 
Entering Unmasked Estep 
Score: -7870614.000000 Penalty: 5292.113281
	Iteration 33Q: 3 clusters Score -7870614 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 38613 members 
Entering Unmasked Estep 
Score: -7870641.500000 Penalty: 5292.113281
	Iteration 34Q: 3 clusters Score -7870642 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -7870650.500000 Penalty: 5292.113281
	Iteration 35Q: 3 clusters Score -7870650 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -7870676.500000 Penalty: 5292.113281
	Iteration 36Q: 3 clusters Score -7870676 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -7870712.000000 Penalty: 5292.113281
	Iteration 37Q: 3 clusters Score -7870712 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -7870722.000000 Penalty: 5292.113281
	Iteration 38Q: 3 clusters Score -7870722 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -7870752.000000 Penalty: 5292.113281
	Iteration 39Q: 3 clusters Score -7870752 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -7870774.000000 Penalty: 5292.113281
	Iteration 40F: 3 clusters Score -7870774 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 39510 members 
Entering Unmasked Estep 
Score: -7870799.000000 Penalty: 5292.113281
	Iteration 41Q: 3 clusters Score -7870799 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
Score: -7870825.000000 Penalty: 5292.113281
	Iteration 42Q: 3 clusters Score -7870825 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -7870845.000000 Penalty: 5292.113281
	Iteration 43Q: 3 clusters Score -7870845 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -7870882.500000 Penalty: 5292.113281
	Iteration 44Q: 3 clusters Score -7870882 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 39839 members 
Entering Unmasked Estep 
Score: -7870899.500000 Penalty: 5292.113281
	Iteration 45Q: 3 clusters Score -7870900 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -7870907.000000 Penalty: 5292.113281
	Iteration 46Q: 3 clusters Score -7870907 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -7870910.000000 Penalty: 5292.113281
	Iteration 47Q: 3 clusters Score -7870910 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -7870922.000000 Penalty: 5292.113281
	Iteration 48Q: 3 clusters Score -7870922 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
Score: -7870925.000000 Penalty: 5292.113281
	Iteration 49Q: 3 clusters Score -7870925 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -7870923.000000 Penalty: 5292.113281
	Iteration 50Q: 3 clusters Score -7870923 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 40174 members 
Entering Unmasked Estep 
Score: -7870929.000000 Penalty: 5292.113281
	Iteration 51Q: 3 clusters Score -7870929 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -7870939.000000 Penalty: 5292.113281
	Iteration 52Q: 3 clusters Score -7870939 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -7870933.000000 Penalty: 5292.113281
	Iteration 53Q: 3 clusters Score -7870933 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 40317 members 
Entering Unmasked Estep 
Score: -7870937.000000 Penalty: 5292.113281
	Iteration 54Q: 3 clusters Score -7870937 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -7870930.500000 Penalty: 5292.113281
	Iteration 55Q: 3 clusters Score -7870930 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -7870944.500000 Penalty: 5292.113281
	Iteration 56Q: 3 clusters Score -7870944 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
Score: -7870944.500000 Penalty: 5292.113281
	Iteration 57Q: 3 clusters Score -7870944 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -7870948.000000 Penalty: 5292.113281
	Iteration 58Q: 3 clusters Score -7870948 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -7870951.000000 Penalty: 5292.113281
	Iteration 59Q: 3 clusters Score -7870951 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -7870941.000000 Penalty: 5292.113281
	Iteration 60F: 3 clusters Score -7870941 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -7870943.000000 Penalty: 5292.113281
	Iteration 61Q: 3 clusters Score -7870943 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -7870947.500000 Penalty: 5292.113281
	Iteration 62Q: 3 clusters Score -7870948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -7870959.000000 Penalty: 5292.113281
	Iteration 63Q: 3 clusters Score -7870959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -7870957.500000 Penalty: 5292.113281
	Iteration 64Q: 3 clusters Score -7870958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -7870955.500000 Penalty: 5292.113281
	Iteration 65Q: 3 clusters Score -7870956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 40617 members 
Entering Unmasked Estep 
Score: -7870959.000000 Penalty: 5292.113281
	Iteration 66Q: 3 clusters Score -7870959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -7870954.000000 Penalty: 5292.113281
	Iteration 67Q: 3 clusters Score -7870954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -7870962.500000 Penalty: 5292.113281
	Iteration 68Q: 3 clusters Score -7870962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 40636 members 
Entering Unmasked Estep 
Score: -7870956.000000 Penalty: 5292.113281
	Iteration 69Q: 3 clusters Score -7870956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -7870958.500000 Penalty: 5292.113281
	Iteration 70Q: 3 clusters Score -7870958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -7870961.500000 Penalty: 5292.113281
	Iteration 71Q: 3 clusters Score -7870962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -7870960.500000 Penalty: 5292.113281
	Iteration 72Q: 3 clusters Score -7870960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -7870964.500000 Penalty: 5292.113281
	Iteration 73Q: 3 clusters Score -7870964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 40652 members 
Entering Unmasked Estep 
Score: -7870968.000000 Penalty: 5292.113281
	Iteration 74Q: 3 clusters Score -7870968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -7870959.000000 Penalty: 5292.113281
	Iteration 75Q: 3 clusters Score -7870959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -7870959.000000 Penalty: 5292.113281
	Iteration 76F: 3 clusters Score -7870959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -88868.484375 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -88868.48 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 391 members 
Entering Unmasked Estep 
Score: -87204.343750 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -87204.34 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -87593.750000 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -87593.75 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -87802.906250 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -87802.91 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -87990.898438 Penalty: 3292.729736
	Iteration 3F: 3 clusters Score -87990.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -88163.734375 Penalty: 3292.729736
	Iteration 4F: 3 clusters Score -88163.73 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -88264.531250 Penalty: 3292.729736
	Iteration 5Q: 3 clusters Score -88264.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -88325.273438 Penalty: 3292.729736
	Iteration 6Q: 3 clusters Score -88325.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -88349.734375 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -88349.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -88380.406250 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -88380.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -88394.968750 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -88394.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -88415.546875 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -88415.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -88428.703125 Penalty: 3292.729736
	Iteration 11Q: 3 clusters Score -88428.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -88459.171875 Penalty: 3292.729736
	Iteration 12Q: 3 clusters Score -88459.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -88474.453125 Penalty: 3292.729736
	Iteration 13Q: 3 clusters Score -88474.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -88475.445312 Penalty: 3292.729736
	Iteration 14Q: 3 clusters Score -88475.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -88476.773438 Penalty: 3292.729736
	Iteration 15Q: 3 clusters Score -88476.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -88481.703125 Penalty: 3292.729736
	Iteration 16Q: 3 clusters Score -88481.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -88485.953125 Penalty: 3292.729736
	Iteration 17Q: 3 clusters Score -88485.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -88488.203125 Penalty: 3292.729736
	Iteration 18Q: 3 clusters Score -88488.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -88491.492188 Penalty: 3292.729736
	Iteration 19F: 3 clusters Score -88491.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -88497.796875 Penalty: 3292.729736
	Iteration 20F: 3 clusters Score -88497.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -88502.570312 Penalty: 3292.729736
	Iteration 21Q: 3 clusters Score -88502.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -88502.570312 Penalty: 3292.729736
	Iteration 22F: 3 clusters Score -88502.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (46007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46007 members 
Entering Unmasked Estep 
Score: -8448340.000000 Penalty: 2662.664062
	Iteration 0F: 2 clusters Score -8448340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -8420527.000000 Penalty: 5325.328125
	Iteration 0F: 3 clusters Score -8420527 nChanged 21039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -8432009.000000 Penalty: 5325.328125
	Iteration 1F: 3 clusters Score -8432009 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -8432437.000000 Penalty: 5325.328125
	Iteration 2Q: 3 clusters Score -8432437 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -8432748.000000 Penalty: 5325.328125
	Iteration 3Q: 3 clusters Score -8432748 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -8433128.000000 Penalty: 5325.328125
	Iteration 4Q: 3 clusters Score -8433128 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -8433527.000000 Penalty: 5325.328125
	Iteration 5Q: 3 clusters Score -8433527 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -8433999.000000 Penalty: 5325.328125
	Iteration 6Q: 3 clusters Score -8433999 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -8434718.000000 Penalty: 5325.328125
	Iteration 7Q: 3 clusters Score -8434718 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 27446 members 
Entering Unmasked Estep 
Score: -8435704.000000 Penalty: 5325.328125
	Iteration 8Q: 3 clusters Score -8435704 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -8437227.000000 Penalty: 5325.328125
	Iteration 9F: 3 clusters Score -8437227 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -8439392.000000 Penalty: 5325.328125
	Iteration 10F: 3 clusters Score -8439392 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -8441880.000000 Penalty: 5325.328125
	Iteration 11F: 3 clusters Score -8441880 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -8444304.000000 Penalty: 5325.328125
	Iteration 12F: 3 clusters Score -8444304 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -8445900.000000 Penalty: 5325.328125
	Iteration 13Q: 3 clusters Score -8445900 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -8446724.000000 Penalty: 5325.328125
	Iteration 14Q: 3 clusters Score -8446724 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -8447195.000000 Penalty: 5325.328125
	Iteration 15Q: 3 clusters Score -8447195 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -8447530.000000 Penalty: 5325.328125
	Iteration 16Q: 3 clusters Score -8447530 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -8447762.000000 Penalty: 5325.328125
	Iteration 17Q: 3 clusters Score -8447762 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -8447915.000000 Penalty: 5325.328125
	Iteration 18Q: 3 clusters Score -8447915 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 42020 members 
Entering Unmasked Estep 
Score: -8447964.000000 Penalty: 5325.328125
	Iteration 19Q: 3 clusters Score -8447964 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -8448006.000000 Penalty: 5325.328125
	Iteration 20F: 3 clusters Score -8448006 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 43004 members 
Entering Unmasked Estep 
Score: -8447999.000000 Penalty: 5325.328125
	Iteration 21Q: 3 clusters Score -8447999 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -8447896.000000 Penalty: 5325.328125
	Iteration 22Q: 3 clusters Score -8447896 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -8447809.000000 Penalty: 5325.328125
	Iteration 23Q: 3 clusters Score -8447809 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 44031 members 
Entering Unmasked Estep 
Score: -8447715.000000 Penalty: 5325.328125
	Iteration 24Q: 3 clusters Score -8447715 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 44286 members 
Entering Unmasked Estep 
Score: -8447610.000000 Penalty: 5325.328125
	Iteration 25Q: 3 clusters Score -8447610 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -8447537.000000 Penalty: 5325.328125
	Iteration 26Q: 3 clusters Score -8447537 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 44623 members 
Entering Unmasked Estep 
Score: -8447437.000000 Penalty: 5325.328125
	Iteration 27Q: 3 clusters Score -8447437 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -8447373.000000 Penalty: 5325.328125
	Iteration 28Q: 3 clusters Score -8447373 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 44861 members 
Entering Unmasked Estep 
Score: -8447283.000000 Penalty: 5325.328125
	Iteration 29Q: 3 clusters Score -8447283 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 44939 members 
Entering Unmasked Estep 
Score: -8447216.000000 Penalty: 5325.328125
	Iteration 30Q: 3 clusters Score -8447216 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -8447157.000000 Penalty: 5325.328125
	Iteration 31Q: 3 clusters Score -8447157 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 45071 members 
Entering Unmasked Estep 
Score: -8447118.000000 Penalty: 5325.328125
	Iteration 32Q: 3 clusters Score -8447118 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 45113 members 
Entering Unmasked Estep 
Score: -8447091.000000 Penalty: 5325.328125
	Iteration 33Q: 3 clusters Score -8447091 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 45158 members 
Entering Unmasked Estep 
Score: -8447079.000000 Penalty: 5325.328125
	Iteration 34Q: 3 clusters Score -8447079 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 45185 members 
Entering Unmasked Estep 
Score: -8447065.000000 Penalty: 5325.328125
	Iteration 35Q: 3 clusters Score -8447065 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 45202 members 
Entering Unmasked Estep 
Score: -8447050.000000 Penalty: 5325.328125
	Iteration 36Q: 3 clusters Score -8447050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 45207 members 
Entering Unmasked Estep 
Score: -8447048.000000 Penalty: 5325.328125
	Iteration 37Q: 3 clusters Score -8447048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 45216 members 
Entering Unmasked Estep 
Score: -8447043.000000 Penalty: 5325.328125
	Iteration 38Q: 3 clusters Score -8447043 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 45231 members 
Entering Unmasked Estep 
Score: -8447034.000000 Penalty: 5325.328125
	Iteration 39Q: 3 clusters Score -8447034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 45247 members 
Entering Unmasked Estep 
Score: -8447021.000000 Penalty: 5325.328125
	Iteration 40F: 3 clusters Score -8447021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -8447026.000000 Penalty: 5325.328125
	Iteration 41Q: 3 clusters Score -8447026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 45275 members 
Entering Unmasked Estep 
Score: -8447007.000000 Penalty: 5325.328125
	Iteration 42Q: 3 clusters Score -8447007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 45280 members 
Entering Unmasked Estep 
Score: -8447005.000000 Penalty: 5325.328125
	Iteration 43Q: 3 clusters Score -8447005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 45286 members 
Entering Unmasked Estep 
Score: -8447006.000000 Penalty: 5325.328125
	Iteration 44Q: 3 clusters Score -8447006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -8446998.000000 Penalty: 5325.328125
	Iteration 45Q: 3 clusters Score -8446998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 45304 members 
Entering Unmasked Estep 
Score: -8447000.000000 Penalty: 5325.328125
	Iteration 46Q: 3 clusters Score -8447000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 45315 members 
Entering Unmasked Estep 
Score: -8447014.000000 Penalty: 5325.328125
	Iteration 47Q: 3 clusters Score -8447014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 45323 members 
Entering Unmasked Estep 
Score: -8446999.000000 Penalty: 5325.328125
	Iteration 48Q: 3 clusters Score -8446999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 45328 members 
Entering Unmasked Estep 
Score: -8446997.000000 Penalty: 5325.328125
	Iteration 49Q: 3 clusters Score -8446997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 45330 members 
Entering Unmasked Estep 
Score: -8446993.000000 Penalty: 5325.328125
	Iteration 50Q: 3 clusters Score -8446993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 45336 members 
Entering Unmasked Estep 
Score: -8446991.000000 Penalty: 5325.328125
	Iteration 51Q: 3 clusters Score -8446991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -8446982.000000 Penalty: 5325.328125
	Iteration 52Q: 3 clusters Score -8446982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -8446982.000000 Penalty: 5325.328125
	Iteration 53F: 3 clusters Score -8446982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (31252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Entering Unmasked Estep 
Score: -5555718.000000 Penalty: 2566.759766
	Iteration 0F: 2 clusters Score -5555718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15649 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -5534414.000000 Penalty: 5133.519531
	Iteration 0F: 3 clusters Score -5534414 nChanged 14132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -5541994.500000 Penalty: 5133.519531
	Iteration 1F: 3 clusters Score -5541994 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -5542450.500000 Penalty: 5133.519531
	Iteration 2Q: 3 clusters Score -5542450 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -5542852.000000 Penalty: 5133.519531
	Iteration 3Q: 3 clusters Score -5542852 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -5543128.500000 Penalty: 5133.519531
	Iteration 4Q: 3 clusters Score -5543128 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -5543416.500000 Penalty: 5133.519531
	Iteration 5Q: 3 clusters Score -5543416 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -5543660.000000 Penalty: 5133.519531
	Iteration 6Q: 3 clusters Score -5543660 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -5543914.000000 Penalty: 5133.519531
	Iteration 7Q: 3 clusters Score -5543914 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -5544109.500000 Penalty: 5133.519531
	Iteration 8Q: 3 clusters Score -5544110 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -5544258.000000 Penalty: 5133.519531
	Iteration 9Q: 3 clusters Score -5544258 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -5544448.500000 Penalty: 5133.519531
	Iteration 10Q: 3 clusters Score -5544448 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -5544635.000000 Penalty: 5133.519531
	Iteration 11Q: 3 clusters Score -5544635 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -5544806.000000 Penalty: 5133.519531
	Iteration 12Q: 3 clusters Score -5544806 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -5544953.000000 Penalty: 5133.519531
	Iteration 13Q: 3 clusters Score -5544953 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -5545123.500000 Penalty: 5133.519531
	Iteration 14Q: 3 clusters Score -5545124 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -5545356.500000 Penalty: 5133.519531
	Iteration 15Q: 3 clusters Score -5545356 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -5545776.000000 Penalty: 5133.519531
	Iteration 16Q: 3 clusters Score -5545776 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -5546377.000000 Penalty: 5133.519531
	Iteration 17Q: 3 clusters Score -5546377 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -5547201.500000 Penalty: 5133.519531
	Iteration 18Q: 3 clusters Score -5547202 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -5548129.500000 Penalty: 5133.519531
	Iteration 19Q: 3 clusters Score -5548130 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -5548959.000000 Penalty: 5133.519531
	Iteration 20F: 3 clusters Score -5548959 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -5549708.000000 Penalty: 5133.519531
	Iteration 21Q: 3 clusters Score -5549708 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -5550340.500000 Penalty: 5133.519531
	Iteration 22Q: 3 clusters Score -5550340 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -5550921.000000 Penalty: 5133.519531
	Iteration 23Q: 3 clusters Score -5550921 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -5551458.000000 Penalty: 5133.519531
	Iteration 24Q: 3 clusters Score -5551458 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -5551967.000000 Penalty: 5133.519531
	Iteration 25Q: 3 clusters Score -5551967 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -5552431.000000 Penalty: 5133.519531
	Iteration 26Q: 3 clusters Score -5552431 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -5552928.000000 Penalty: 5133.519531
	Iteration 27Q: 3 clusters Score -5552928 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 28973 members 
Entering Unmasked Estep 
Score: -5553306.000000 Penalty: 5133.519531
	Iteration 28Q: 3 clusters Score -5553306 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -5553600.000000 Penalty: 5133.519531
	Iteration 29Q: 3 clusters Score -5553600 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -5553756.500000 Penalty: 5133.519531
	Iteration 30Q: 3 clusters Score -5553756 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 29652 members 
Entering Unmasked Estep 
Score: -5553817.500000 Penalty: 5133.519531
	Iteration 31Q: 3 clusters Score -5553818 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -5553873.000000 Penalty: 5133.519531
	Iteration 32Q: 3 clusters Score -5553873 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -5553935.500000 Penalty: 5133.519531
	Iteration 33Q: 3 clusters Score -5553936 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -5553948.000000 Penalty: 5133.519531
	Iteration 34Q: 3 clusters Score -5553948 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -5553967.000000 Penalty: 5133.519531
	Iteration 35Q: 3 clusters Score -5553967 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -5553987.000000 Penalty: 5133.519531
	Iteration 36Q: 3 clusters Score -5553987 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -5554004.000000 Penalty: 5133.519531
	Iteration 37Q: 3 clusters Score -5554004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -5554004.500000 Penalty: 5133.519531
	Iteration 38Q: 3 clusters Score -5554004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -5554008.000000 Penalty: 5133.519531
	Iteration 39Q: 3 clusters Score -5554008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -5554008.500000 Penalty: 5133.519531
	Iteration 40F: 3 clusters Score -5554008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -5554017.500000 Penalty: 5133.519531
	Iteration 41Q: 3 clusters Score -5554018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -5554015.500000 Penalty: 5133.519531
	Iteration 42Q: 3 clusters Score -5554016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -5554023.000000 Penalty: 5133.519531
	Iteration 43Q: 3 clusters Score -5554023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -5554030.000000 Penalty: 5133.519531
	Iteration 44Q: 3 clusters Score -5554030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -5554031.500000 Penalty: 5133.519531
	Iteration 45Q: 3 clusters Score -5554032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -5554035.000000 Penalty: 5133.519531
	Iteration 46Q: 3 clusters Score -5554035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -5554039.000000 Penalty: 5133.519531
	Iteration 47Q: 3 clusters Score -5554039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -5554037.500000 Penalty: 5133.519531
	Iteration 48Q: 3 clusters Score -5554038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -5554036.000000 Penalty: 5133.519531
	Iteration 49Q: 3 clusters Score -5554036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -5554040.000000 Penalty: 5133.519531
	Iteration 50Q: 3 clusters Score -5554040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -5554036.000000 Penalty: 5133.519531
	Iteration 51Q: 3 clusters Score -5554036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -5554036.000000 Penalty: 5133.519531
	Iteration 52F: 3 clusters Score -5554036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (45761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45761 members 
Entering Unmasked Estep 
Score: -8340425.500000 Penalty: 2661.334473
	Iteration 0F: 2 clusters Score -8340426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -8310663.500000 Penalty: 5322.668945
	Iteration 0F: 3 clusters Score -8310664 nChanged 21128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -8322395.500000 Penalty: 5322.668945
	Iteration 1F: 3 clusters Score -8322396 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -8323109.000000 Penalty: 5322.668945
	Iteration 2Q: 3 clusters Score -8323109 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -8323825.500000 Penalty: 5322.668945
	Iteration 3Q: 3 clusters Score -8323826 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -8324744.500000 Penalty: 5322.668945
	Iteration 4Q: 3 clusters Score -8324744 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -8325927.000000 Penalty: 5322.668945
	Iteration 5F: 3 clusters Score -8325927 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -8327847.000000 Penalty: 5322.668945
	Iteration 6F: 3 clusters Score -8327847 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 35862 members 
Entering Unmasked Estep 
Score: -8330482.500000 Penalty: 5322.668945
	Iteration 7F: 3 clusters Score -8330482 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -8333527.000000 Penalty: 5322.668945
	Iteration 8F: 3 clusters Score -8333527 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -8336071.500000 Penalty: 5322.668945
	Iteration 9F: 3 clusters Score -8336072 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 43992 members 
Entering Unmasked Estep 
Score: -8337499.500000 Penalty: 5322.668945
	Iteration 10Q: 3 clusters Score -8337500 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 44822 members 
Entering Unmasked Estep 
Score: -8338086.000000 Penalty: 5322.668945
	Iteration 11Q: 3 clusters Score -8338086 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -8338347.000000 Penalty: 5322.668945
	Iteration 12Q: 3 clusters Score -8338347 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 45264 members 
Entering Unmasked Estep 
Score: -8338429.500000 Penalty: 5322.668945
	Iteration 13Q: 3 clusters Score -8338430 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -8338471.500000 Penalty: 5322.668945
	Iteration 14Q: 3 clusters Score -8338472 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -8338502.000000 Penalty: 5322.668945
	Iteration 15Q: 3 clusters Score -8338502 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 45361 members 
Entering Unmasked Estep 
Score: -8338521.000000 Penalty: 5322.668945
	Iteration 16Q: 3 clusters Score -8338521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 45372 members 
Entering Unmasked Estep 
Score: -8338538.500000 Penalty: 5322.668945
	Iteration 17Q: 3 clusters Score -8338538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 45377 members 
Entering Unmasked Estep 
Score: -8338548.000000 Penalty: 5322.668945
	Iteration 18Q: 3 clusters Score -8338548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 45381 members 
Entering Unmasked Estep 
Score: -8338553.500000 Penalty: 5322.668945
	Iteration 19Q: 3 clusters Score -8338554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 45384 members 
Entering Unmasked Estep 
Score: -8338550.500000 Penalty: 5322.668945
	Iteration 20F: 3 clusters Score -8338550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -8338562.500000 Penalty: 5322.668945
	Iteration 21Q: 3 clusters Score -8338562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -8338565.500000 Penalty: 5322.668945
	Iteration 22Q: 3 clusters Score -8338566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -8338572.000000 Penalty: 5322.668945
	Iteration 23Q: 3 clusters Score -8338572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
Score: -8338576.500000 Penalty: 5322.668945
	Iteration 24Q: 3 clusters Score -8338576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 45383 members 
Entering Unmasked Estep 
Score: -8338576.000000 Penalty: 5322.668945
	Iteration 25Q: 3 clusters Score -8338576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 45382 members 
Entering Unmasked Estep 
Score: -8338581.500000 Penalty: 5322.668945
	Iteration 26Q: 3 clusters Score -8338582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 45382 members 
Entering Unmasked Estep 
Score: -8338581.500000 Penalty: 5322.668945
	Iteration 27F: 3 clusters Score -8338582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (43423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43423 members 
Entering Unmasked Estep 
Score: -7920330.500000 Penalty: 2648.328613
	Iteration 0F: 2 clusters Score -7920330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -7891419.000000 Penalty: 5296.657227
	Iteration 0F: 3 clusters Score -7891419 nChanged 19938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -7902372.500000 Penalty: 5296.657227
	Iteration 1F: 3 clusters Score -7902372 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -7903135.000000 Penalty: 5296.657227
	Iteration 2Q: 3 clusters Score -7903135 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -7904180.500000 Penalty: 5296.657227
	Iteration 3Q: 3 clusters Score -7904180 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -7905315.500000 Penalty: 5296.657227
	Iteration 4F: 3 clusters Score -7905316 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -7906830.500000 Penalty: 5296.657227
	Iteration 5F: 3 clusters Score -7906830 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -7908692.000000 Penalty: 5296.657227
	Iteration 6F: 3 clusters Score -7908692 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -7911105.000000 Penalty: 5296.657227
	Iteration 7F: 3 clusters Score -7911105 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 14074 members 
Entering Unmasked Estep 
Score: -7913590.500000 Penalty: 5296.657227
	Iteration 8F: 3 clusters Score -7913590 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -7915554.000000 Penalty: 5296.657227
	Iteration 9F: 3 clusters Score -7915554 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -7916582.000000 Penalty: 5296.657227
	Iteration 10Q: 3 clusters Score -7916582 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -7917220.500000 Penalty: 5296.657227
	Iteration 11Q: 3 clusters Score -7917220 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -7917560.000000 Penalty: 5296.657227
	Iteration 12Q: 3 clusters Score -7917560 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -7917819.000000 Penalty: 5296.657227
	Iteration 13Q: 3 clusters Score -7917819 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -7918004.000000 Penalty: 5296.657227
	Iteration 14Q: 3 clusters Score -7918004 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -7918127.500000 Penalty: 5296.657227
	Iteration 15Q: 3 clusters Score -7918128 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -7918219.000000 Penalty: 5296.657227
	Iteration 16Q: 3 clusters Score -7918219 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -7918284.500000 Penalty: 5296.657227
	Iteration 17Q: 3 clusters Score -7918284 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35746 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -7918344.500000 Penalty: 5296.657227
	Iteration 18Q: 3 clusters Score -7918344 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -7918384.500000 Penalty: 5296.657227
	Iteration 19Q: 3 clusters Score -7918384 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36157 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -7918421.500000 Penalty: 5296.657227
	Iteration 20F: 3 clusters Score -7918422 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -7918463.000000 Penalty: 5296.657227
	Iteration 21Q: 3 clusters Score -7918463 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -7918515.000000 Penalty: 5296.657227
	Iteration 22Q: 3 clusters Score -7918515 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36751 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -7918559.000000 Penalty: 5296.657227
	Iteration 23Q: 3 clusters Score -7918559 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -7918600.000000 Penalty: 5296.657227
	Iteration 24Q: 3 clusters Score -7918600 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -7918648.000000 Penalty: 5296.657227
	Iteration 25Q: 3 clusters Score -7918648 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -7918691.500000 Penalty: 5296.657227
	Iteration 26Q: 3 clusters Score -7918692 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -7918728.500000 Penalty: 5296.657227
	Iteration 27Q: 3 clusters Score -7918728 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -7918784.500000 Penalty: 5296.657227
	Iteration 28Q: 3 clusters Score -7918784 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37782 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -7918825.000000 Penalty: 5296.657227
	Iteration 29Q: 3 clusters Score -7918825 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -7918853.500000 Penalty: 5296.657227
	Iteration 30Q: 3 clusters Score -7918854 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -7918877.500000 Penalty: 5296.657227
	Iteration 31Q: 3 clusters Score -7918878 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -7918889.000000 Penalty: 5296.657227
	Iteration 32Q: 3 clusters Score -7918889 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -7918909.000000 Penalty: 5296.657227
	Iteration 33Q: 3 clusters Score -7918909 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -7918914.000000 Penalty: 5296.657227
	Iteration 34Q: 3 clusters Score -7918914 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -7918941.500000 Penalty: 5296.657227
	Iteration 35Q: 3 clusters Score -7918942 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -7918964.500000 Penalty: 5296.657227
	Iteration 36Q: 3 clusters Score -7918964 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38648 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -7918971.000000 Penalty: 5296.657227
	Iteration 37Q: 3 clusters Score -7918971 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -7918980.500000 Penalty: 5296.657227
	Iteration 38Q: 3 clusters Score -7918980 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38758 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -7918993.000000 Penalty: 5296.657227
	Iteration 39Q: 3 clusters Score -7918993 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -7918986.000000 Penalty: 5296.657227
	Iteration 40F: 3 clusters Score -7918986 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38846 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -7918985.500000 Penalty: 5296.657227
	Iteration 41Q: 3 clusters Score -7918986 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -7919001.500000 Penalty: 5296.657227
	Iteration 42Q: 3 clusters Score -7919002 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38934 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -7919003.000000 Penalty: 5296.657227
	Iteration 43Q: 3 clusters Score -7919003 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38969 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -7919009.000000 Penalty: 5296.657227
	Iteration 44Q: 3 clusters Score -7919009 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39005 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -7919005.500000 Penalty: 5296.657227
	Iteration 45Q: 3 clusters Score -7919006 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -7919011.500000 Penalty: 5296.657227
	Iteration 46Q: 3 clusters Score -7919012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39064 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -7919018.500000 Penalty: 5296.657227
	Iteration 47Q: 3 clusters Score -7919018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39091 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -7919027.000000 Penalty: 5296.657227
	Iteration 48Q: 3 clusters Score -7919027 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -7919028.000000 Penalty: 5296.657227
	Iteration 49Q: 3 clusters Score -7919028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -7919032.000000 Penalty: 5296.657227
	Iteration 50Q: 3 clusters Score -7919032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -7919036.000000 Penalty: 5296.657227
	Iteration 51Q: 3 clusters Score -7919036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39152 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -7919050.000000 Penalty: 5296.657227
	Iteration 52Q: 3 clusters Score -7919050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -7919047.000000 Penalty: 5296.657227
	Iteration 53Q: 3 clusters Score -7919047 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -7919036.000000 Penalty: 5296.657227
	Iteration 54Q: 3 clusters Score -7919036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -7919051.500000 Penalty: 5296.657227
	Iteration 55Q: 3 clusters Score -7919052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -7919050.500000 Penalty: 5296.657227
	Iteration 56Q: 3 clusters Score -7919050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39237 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -7919048.000000 Penalty: 5296.657227
	Iteration 57Q: 3 clusters Score -7919048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -7919044.500000 Penalty: 5296.657227
	Iteration 58Q: 3 clusters Score -7919044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39269 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -7919052.000000 Penalty: 5296.657227
	Iteration 59Q: 3 clusters Score -7919052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -7919062.000000 Penalty: 5296.657227
	Iteration 60F: 3 clusters Score -7919062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39282 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -7919054.500000 Penalty: 5296.657227
	Iteration 61Q: 3 clusters Score -7919054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -7919057.000000 Penalty: 5296.657227
	Iteration 62Q: 3 clusters Score -7919057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -7919057.500000 Penalty: 5296.657227
	Iteration 63Q: 3 clusters Score -7919058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -7919065.500000 Penalty: 5296.657227
	Iteration 64Q: 3 clusters Score -7919066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -7919063.000000 Penalty: 5296.657227
	Iteration 65Q: 3 clusters Score -7919063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39300 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -7919056.000000 Penalty: 5296.657227
	Iteration 66Q: 3 clusters Score -7919056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -7919060.500000 Penalty: 5296.657227
	Iteration 67Q: 3 clusters Score -7919060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -7919066.000000 Penalty: 5296.657227
	Iteration 68Q: 3 clusters Score -7919066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -7919069.500000 Penalty: 5296.657227
	Iteration 69Q: 3 clusters Score -7919070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39318 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -7919073.500000 Penalty: 5296.657227
	Iteration 70Q: 3 clusters Score -7919074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -7919074.500000 Penalty: 5296.657227
	Iteration 71Q: 3 clusters Score -7919074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39326 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -7919074.500000 Penalty: 5296.657227
	Iteration 72Q: 3 clusters Score -7919074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -7919076.000000 Penalty: 5296.657227
	Iteration 73Q: 3 clusters Score -7919076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -7919070.500000 Penalty: 5296.657227
	Iteration 74Q: 3 clusters Score -7919070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -7919070.500000 Penalty: 5296.657227
	Iteration 75Q: 3 clusters Score -7919070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -7919084.000000 Penalty: 5296.657227
	Iteration 76Q: 3 clusters Score -7919084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39360 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -7919084.500000 Penalty: 5296.657227
	Iteration 77Q: 3 clusters Score -7919084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -7919083.000000 Penalty: 5296.657227
	Iteration 78Q: 3 clusters Score -7919083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -7919081.000000 Penalty: 5296.657227
	Iteration 79Q: 3 clusters Score -7919081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -7919082.000000 Penalty: 5296.657227
	Iteration 80F: 3 clusters Score -7919082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -7919083.000000 Penalty: 5296.657227
	Iteration 81Q: 3 clusters Score -7919083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -7919085.500000 Penalty: 5296.657227
	Iteration 82Q: 3 clusters Score -7919086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -7919088.500000 Penalty: 5296.657227
	Iteration 83Q: 3 clusters Score -7919088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -7919077.500000 Penalty: 5296.657227
	Iteration 84Q: 3 clusters Score -7919078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -7919077.500000 Penalty: 5296.657227
	Iteration 85Q: 3 clusters Score -7919078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -7919076.500000 Penalty: 5296.657227
	Iteration 86Q: 3 clusters Score -7919076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -7919079.500000 Penalty: 5296.657227
	Iteration 87Q: 3 clusters Score -7919080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -7919075.000000 Penalty: 5296.657227
	Iteration 88Q: 3 clusters Score -7919075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39388 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -7919078.000000 Penalty: 5296.657227
	Iteration 89Q: 3 clusters Score -7919078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39389 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -7919072.000000 Penalty: 5296.657227
	Iteration 90Q: 3 clusters Score -7919072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39390 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -7919078.000000 Penalty: 5296.657227
	Iteration 91Q: 3 clusters Score -7919078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -7919087.000000 Penalty: 5296.657227
	Iteration 92Q: 3 clusters Score -7919087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
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	Iteration 93F: 3 clusters Score -7919087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43673 members 
Entering Unmasked Estep 
Score: -7977533.000000 Penalty: 2649.752441
	Iteration 0F: 2 clusters Score -7977533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -7948574.500000 Penalty: 5299.504883
	Iteration 0F: 3 clusters Score -7948574 nChanged 19874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -7959625.500000 Penalty: 5299.504883
	Iteration 1F: 3 clusters Score -7959626 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -7960457.500000 Penalty: 5299.504883
	Iteration 2Q: 3 clusters Score -7960458 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -7961400.500000 Penalty: 5299.504883
	Iteration 3Q: 3 clusters Score -7961400 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -7962658.500000 Penalty: 5299.504883
	Iteration 4F: 3 clusters Score -7962658 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -7964291.000000 Penalty: 5299.504883
	Iteration 5F: 3 clusters Score -7964291 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -7966247.500000 Penalty: 5299.504883
	Iteration 6F: 3 clusters Score -7966248 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -7968295.500000 Penalty: 5299.504883
	Iteration 7F: 3 clusters Score -7968296 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -7970218.500000 Penalty: 5299.504883
	Iteration 8F: 3 clusters Score -7970218 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -7971825.000000 Penalty: 5299.504883
	Iteration 9Q: 3 clusters Score -7971825 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -7972711.000000 Penalty: 5299.504883
	Iteration 10Q: 3 clusters Score -7972711 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -7973322.000000 Penalty: 5299.504883
	Iteration 11Q: 3 clusters Score -7973322 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -7973778.000000 Penalty: 5299.504883
	Iteration 12Q: 3 clusters Score -7973778 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -7974289.000000 Penalty: 5299.504883
	Iteration 13Q: 3 clusters Score -7974289 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -7974625.500000 Penalty: 5299.504883
	Iteration 14Q: 3 clusters Score -7974626 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -7974909.500000 Penalty: 5299.504883
	Iteration 15Q: 3 clusters Score -7974910 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -7975137.000000 Penalty: 5299.504883
	Iteration 16Q: 3 clusters Score -7975137 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -7975354.500000 Penalty: 5299.504883
	Iteration 17Q: 3 clusters Score -7975354 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -7975486.000000 Penalty: 5299.504883
	Iteration 18Q: 3 clusters Score -7975486 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -7975605.000000 Penalty: 5299.504883
	Iteration 19Q: 3 clusters Score -7975605 nChanged 379
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7975709 nChanged 385
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -7975838.000000 Penalty: 5299.504883
	Iteration 21Q: 3 clusters Score -7975838 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -7975892.500000 Penalty: 5299.504883
	Iteration 22Q: 3 clusters Score -7975892 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -7975994.500000 Penalty: 5299.504883
	Iteration 23Q: 3 clusters Score -7975994 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7976077 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -7976109.000000 Penalty: 5299.504883
	Iteration 25Q: 3 clusters Score -7976109 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -7976150.500000 Penalty: 5299.504883
	Iteration 26Q: 3 clusters Score -7976150 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -7976172.000000 Penalty: 5299.504883
	Iteration 27Q: 3 clusters Score -7976172 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7976218 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -7976254.500000 Penalty: 5299.504883
	Iteration 29Q: 3 clusters Score -7976254 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -7976261.000000 Penalty: 5299.504883
	Iteration 30Q: 3 clusters Score -7976261 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7976280 nChanged 100
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Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7976294 nChanged 82
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Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -7976302.000000 Penalty: 5299.504883
	Iteration 33Q: 3 clusters Score -7976302 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -7976328.500000 Penalty: 5299.504883
	Iteration 34Q: 3 clusters Score -7976328 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -7976346.500000 Penalty: 5299.504883
	Iteration 35Q: 3 clusters Score -7976346 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -7976338.500000 Penalty: 5299.504883
	Iteration 36Q: 3 clusters Score -7976338 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40121 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -7976351.000000 Penalty: 5299.504883
	Iteration 37Q: 3 clusters Score -7976351 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -7976360.000000 Penalty: 5299.504883
	Iteration 38Q: 3 clusters Score -7976360 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -7976358.000000 Penalty: 5299.504883
	Iteration 39Q: 3 clusters Score -7976358 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7976358 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -7976379.000000 Penalty: 5299.504883
	Iteration 41Q: 3 clusters Score -7976379 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -7976372.000000 Penalty: 5299.504883
	Iteration 42Q: 3 clusters Score -7976372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -7976383.500000 Penalty: 5299.504883
	Iteration 43Q: 3 clusters Score -7976384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -7976389.500000 Penalty: 5299.504883
	Iteration 44Q: 3 clusters Score -7976390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -7976381.500000 Penalty: 5299.504883
	Iteration 45Q: 3 clusters Score -7976382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -7976388.000000 Penalty: 5299.504883
	Iteration 46Q: 3 clusters Score -7976388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -7976384.500000 Penalty: 5299.504883
	Iteration 47Q: 3 clusters Score -7976384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -7976390.000000 Penalty: 5299.504883
	Iteration 48Q: 3 clusters Score -7976390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -7976400.500000 Penalty: 5299.504883
	Iteration 49Q: 3 clusters Score -7976400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -7976386.500000 Penalty: 5299.504883
	Iteration 50Q: 3 clusters Score -7976386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -7976390.500000 Penalty: 5299.504883
	Iteration 51Q: 3 clusters Score -7976390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -7976383.000000 Penalty: 5299.504883
	Iteration 52Q: 3 clusters Score -7976383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -7976380.000000 Penalty: 5299.504883
	Iteration 53Q: 3 clusters Score -7976380 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -7976387.500000 Penalty: 5299.504883
	Iteration 54Q: 3 clusters Score -7976388 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -7976397.000000 Penalty: 5299.504883
	Iteration 55Q: 3 clusters Score -7976397 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -7976394.500000 Penalty: 5299.504883
	Iteration 56Q: 3 clusters Score -7976394 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7976388 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -7976399.000000 Penalty: 5299.504883
	Iteration 58Q: 3 clusters Score -7976399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40604 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -7976382.500000 Penalty: 5299.504883
	Iteration 59Q: 3 clusters Score -7976382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40613 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -7976375.000000 Penalty: 5299.504883
	Iteration 60F: 3 clusters Score -7976375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -7976372.500000 Penalty: 5299.504883
	Iteration 61Q: 3 clusters Score -7976372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -7976371.500000 Penalty: 5299.504883
	Iteration 62Q: 3 clusters Score -7976372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40650 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -7976384.500000 Penalty: 5299.504883
	Iteration 63Q: 3 clusters Score -7976384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40660 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -7976386.000000 Penalty: 5299.504883
	Iteration 64Q: 3 clusters Score -7976386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40670 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -7976383.500000 Penalty: 5299.504883
	Iteration 65Q: 3 clusters Score -7976384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40681 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -7976394.500000 Penalty: 5299.504883
	Iteration 66Q: 3 clusters Score -7976394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -7976392.000000 Penalty: 5299.504883
	Iteration 67Q: 3 clusters Score -7976392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -7976392.000000 Penalty: 5299.504883
	Iteration 68Q: 3 clusters Score -7976392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40715 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -7976388.500000 Penalty: 5299.504883
	Iteration 69Q: 3 clusters Score -7976388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -7976387.500000 Penalty: 5299.504883
	Iteration 70Q: 3 clusters Score -7976388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -7976405.000000 Penalty: 5299.504883
	Iteration 71Q: 3 clusters Score -7976405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -7976398.500000 Penalty: 5299.504883
	Iteration 72Q: 3 clusters Score -7976398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -7976395.000000 Penalty: 5299.504883
	Iteration 73Q: 3 clusters Score -7976395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -7976397.500000 Penalty: 5299.504883
	Iteration 74Q: 3 clusters Score -7976398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -7976397.000000 Penalty: 5299.504883
	Iteration 75Q: 3 clusters Score -7976397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -7976398.000000 Penalty: 5299.504883
	Iteration 76Q: 3 clusters Score -7976398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -7976393.500000 Penalty: 5299.504883
	Iteration 77Q: 3 clusters Score -7976394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -7976399.500000 Penalty: 5299.504883
	Iteration 78Q: 3 clusters Score -7976400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40795 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -7976398.000000 Penalty: 5299.504883
	Iteration 79Q: 3 clusters Score -7976398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -7976397.500000 Penalty: 5299.504883
	Iteration 80F: 3 clusters Score -7976398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -7976402.500000 Penalty: 5299.504883
	Iteration 81Q: 3 clusters Score -7976402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -7976401.500000 Penalty: 5299.504883
	Iteration 82Q: 3 clusters Score -7976402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -7976393.000000 Penalty: 5299.504883
	Iteration 83Q: 3 clusters Score -7976393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -7976403.000000 Penalty: 5299.504883
	Iteration 84Q: 3 clusters Score -7976403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -7976408.000000 Penalty: 5299.504883
	Iteration 85Q: 3 clusters Score -7976408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -7976415.500000 Penalty: 5299.504883
	Iteration 86Q: 3 clusters Score -7976416 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40845 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -7976415.500000 Penalty: 5299.504883
	Iteration 87Q: 3 clusters Score -7976416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -7976424.000000 Penalty: 5299.504883
	Iteration 88Q: 3 clusters Score -7976424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -7976430.500000 Penalty: 5299.504883
	Iteration 89Q: 3 clusters Score -7976430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -7976417.000000 Penalty: 5299.504883
	Iteration 90Q: 3 clusters Score -7976417 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -7976423.500000 Penalty: 5299.504883
	Iteration 91Q: 3 clusters Score -7976424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -7976416.500000 Penalty: 5299.504883
	Iteration 92Q: 3 clusters Score -7976416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -7976418.500000 Penalty: 5299.504883
	Iteration 93Q: 3 clusters Score -7976418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -7976417.000000 Penalty: 5299.504883
	Iteration 94Q: 3 clusters Score -7976417 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40945 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -7976415.500000 Penalty: 5299.504883
	Iteration 95Q: 3 clusters Score -7976416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40949 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -7976412.500000 Penalty: 5299.504883
	Iteration 96Q: 3 clusters Score -7976412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40957 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -7976414.500000 Penalty: 5299.504883
	Iteration 97Q: 3 clusters Score -7976414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -7976403.500000 Penalty: 5299.504883
	Iteration 98Q: 3 clusters Score -7976404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -7976407.500000 Penalty: 5299.504883
	Iteration 99Q: 3 clusters Score -7976408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40987 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -7976398.000000 Penalty: 5299.504883
	Iteration 100F: 3 clusters Score -7976398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -7976404.000000 Penalty: 5299.504883
	Iteration 101Q: 3 clusters Score -7976404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41013 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -7976410.500000 Penalty: 5299.504883
	Iteration 102Q: 3 clusters Score -7976410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -7976407.000000 Penalty: 5299.504883
	Iteration 103Q: 3 clusters Score -7976407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41027 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -7976415.500000 Penalty: 5299.504883
	Iteration 104Q: 3 clusters Score -7976416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -7976408.000000 Penalty: 5299.504883
	Iteration 105Q: 3 clusters Score -7976408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41031 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -7976409.500000 Penalty: 5299.504883
	Iteration 106Q: 3 clusters Score -7976410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -7976408.000000 Penalty: 5299.504883
	Iteration 107Q: 3 clusters Score -7976408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -7976413.000000 Penalty: 5299.504883
	Iteration 108Q: 3 clusters Score -7976413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41039 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -7976413.500000 Penalty: 5299.504883
	Iteration 109Q: 3 clusters Score -7976414 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7976410 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -7976410.500000 Penalty: 5299.504883
	Iteration 111F: 3 clusters Score -7976410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -105240.710938 Penalty: 1595.767578
	Iteration 0F: 2 clusters Score -105240.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -103642.703125 Penalty: 3191.535156
	Iteration 0F: 3 clusters Score -103642.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -103874.148438 Penalty: 3191.535156
	Iteration 1F: 3 clusters Score -103874.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -104012.539062 Penalty: 3191.535156
	Iteration 2F: 3 clusters Score -104012.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -104100.320312 Penalty: 3191.535156
	Iteration 3Q: 3 clusters Score -104100.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -104232.734375 Penalty: 3191.535156
	Iteration 4Q: 3 clusters Score -104232.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -104291.914062 Penalty: 3191.535156
	Iteration 5Q: 3 clusters Score -104291.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -104310.398438 Penalty: 3191.535156
	Iteration 6Q: 3 clusters Score -104310.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -104335.960938 Penalty: 3191.535156
	Iteration 7Q: 3 clusters Score -104336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -104347.382812 Penalty: 3191.535156
	Iteration 8Q: 3 clusters Score -104347.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -104356.171875 Penalty: 3191.535156
	Iteration 9Q: 3 clusters Score -104356.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -104362.523438 Penalty: 3191.535156
	Iteration 10Q: 3 clusters Score -104362.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -104370.078125 Penalty: 3191.535156
	Iteration 11Q: 3 clusters Score -104370.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -104385.828125 Penalty: 3191.535156
	Iteration 12Q: 3 clusters Score -104385.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -104391.406250 Penalty: 3191.535156
	Iteration 13Q: 3 clusters Score -104391.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -104395.773438 Penalty: 3191.535156
	Iteration 14Q: 3 clusters Score -104395.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -104396.765625 Penalty: 3191.535156
	Iteration 15Q: 3 clusters Score -104396.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -104396.765625 Penalty: 3191.535156
	Iteration 16F: 3 clusters Score -104396.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38996 members 
Entering Unmasked Estep 
Score: -7153341.000000 Penalty: 2621.661133
	Iteration 0F: 2 clusters Score -7153341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -7127076.000000 Penalty: 5243.322266
	Iteration 0F: 3 clusters Score -7127076 nChanged 17838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -7136727.000000 Penalty: 5243.322266
	Iteration 1F: 3 clusters Score -7136727 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -7137190.500000 Penalty: 5243.322266
	Iteration 2Q: 3 clusters Score -7137190 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -7137663.000000 Penalty: 5243.322266
	Iteration 3Q: 3 clusters Score -7137663 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -7138151.000000 Penalty: 5243.322266
	Iteration 4Q: 3 clusters Score -7138151 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -7138751.500000 Penalty: 5243.322266
	Iteration 5Q: 3 clusters Score -7138752 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -7139683.000000 Penalty: 5243.322266
	Iteration 6Q: 3 clusters Score -7139683 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -7141112.500000 Penalty: 5243.322266
	Iteration 7F: 3 clusters Score -7141112 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -7142999.500000 Penalty: 5243.322266
	Iteration 8F: 3 clusters Score -7143000 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -7145361.500000 Penalty: 5243.322266
	Iteration 9F: 3 clusters Score -7145362 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35001 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -7147678.500000 Penalty: 5243.322266
	Iteration 10F: 3 clusters Score -7147678 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -7149288.000000 Penalty: 5243.322266
	Iteration 11Q: 3 clusters Score -7149288 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -7150188.500000 Penalty: 5243.322266
	Iteration 12Q: 3 clusters Score -7150188 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -7150600.000000 Penalty: 5243.322266
	Iteration 13Q: 3 clusters Score -7150600 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -7150778.500000 Penalty: 5243.322266
	Iteration 14Q: 3 clusters Score -7150778 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -7150889.500000 Penalty: 5243.322266
	Iteration 15Q: 3 clusters Score -7150890 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -7150970.500000 Penalty: 5243.322266
	Iteration 16Q: 3 clusters Score -7150970 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -7151001.500000 Penalty: 5243.322266
	Iteration 17Q: 3 clusters Score -7151002 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7151045.500000 Penalty: 5243.322266
	Iteration 18Q: 3 clusters Score -7151046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -7151071.500000 Penalty: 5243.322266
	Iteration 19Q: 3 clusters Score -7151072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -7151088.500000 Penalty: 5243.322266
	Iteration 20F: 3 clusters Score -7151088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -7151099.000000 Penalty: 5243.322266
	Iteration 21Q: 3 clusters Score -7151099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -7151110.000000 Penalty: 5243.322266
	Iteration 22Q: 3 clusters Score -7151110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -7151113.000000 Penalty: 5243.322266
	Iteration 23Q: 3 clusters Score -7151113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7151114.500000 Penalty: 5243.322266
	Iteration 24Q: 3 clusters Score -7151114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38681 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7151123.000000 Penalty: 5243.322266
	Iteration 25Q: 3 clusters Score -7151123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7151133.000000 Penalty: 5243.322266
	Iteration 26Q: 3 clusters Score -7151133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -7151133.500000 Penalty: 5243.322266
	Iteration 27Q: 3 clusters Score -7151134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38681 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7151135.000000 Penalty: 5243.322266
	Iteration 28Q: 3 clusters Score -7151135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -7151133.500000 Penalty: 5243.322266
	Iteration 29Q: 3 clusters Score -7151134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -7151133.500000 Penalty: 5243.322266
	Iteration 30F: 3 clusters Score -7151134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (45671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45671 members 
Entering Unmasked Estep 
Score: -8420189.000000 Penalty: 2660.846191
	Iteration 0F: 2 clusters Score -8420189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -8391591.000000 Penalty: 5321.692383
	Iteration 0F: 3 clusters Score -8391591 nChanged 20978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -8403187.000000 Penalty: 5321.692383
	Iteration 1F: 3 clusters Score -8403187 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -8403775.000000 Penalty: 5321.692383
	Iteration 2Q: 3 clusters Score -8403775 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -8404378.000000 Penalty: 5321.692383
	Iteration 3Q: 3 clusters Score -8404378 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -8405036.000000 Penalty: 5321.692383
	Iteration 4Q: 3 clusters Score -8405036 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -8405758.000000 Penalty: 5321.692383
	Iteration 5Q: 3 clusters Score -8405758 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -8406763.000000 Penalty: 5321.692383
	Iteration 6Q: 3 clusters Score -8406763 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -8408305.000000 Penalty: 5321.692383
	Iteration 7F: 3 clusters Score -8408305 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 35223 members 
Entering Unmasked Estep 
Score: -8410423.000000 Penalty: 5321.692383
	Iteration 8F: 3 clusters Score -8410423 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 38372 members 
Entering Unmasked Estep 
Score: -8413023.000000 Penalty: 5321.692383
	Iteration 9F: 3 clusters Score -8413023 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 41357 members 
Entering Unmasked Estep 
Score: -8415613.000000 Penalty: 5321.692383
	Iteration 10F: 3 clusters Score -8415613 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -8417202.000000 Penalty: 5321.692383
	Iteration 11Q: 3 clusters Score -8417202 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -8417763.000000 Penalty: 5321.692383
	Iteration 12Q: 3 clusters Score -8417763 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 45262 members 
Entering Unmasked Estep 
Score: -8417872.000000 Penalty: 5321.692383
	Iteration 13Q: 3 clusters Score -8417872 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 45395 members 
Entering Unmasked Estep 
Score: -8417930.000000 Penalty: 5321.692383
	Iteration 14Q: 3 clusters Score -8417930 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 45440 members 
Entering Unmasked Estep 
Score: -8417950.000000 Penalty: 5321.692383
	Iteration 15Q: 3 clusters Score -8417950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 45459 members 
Entering Unmasked Estep 
Score: -8417953.000000 Penalty: 5321.692383
	Iteration 16Q: 3 clusters Score -8417953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 45465 members 
Entering Unmasked Estep 
Score: -8417958.000000 Penalty: 5321.692383
	Iteration 17Q: 3 clusters Score -8417958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 45467 members 
Entering Unmasked Estep 
Score: -8417960.000000 Penalty: 5321.692383
	Iteration 18Q: 3 clusters Score -8417960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 45468 members 
Entering Unmasked Estep 
Score: -8417959.000000 Penalty: 5321.692383
	Iteration 19Q: 3 clusters Score -8417959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -8417957.000000 Penalty: 5321.692383
	Iteration 20F: 3 clusters Score -8417957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -8417964.000000 Penalty: 5321.692383
	Iteration 21Q: 3 clusters Score -8417964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -8417963.000000 Penalty: 5321.692383
	Iteration 22Q: 3 clusters Score -8417963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -8417961.000000 Penalty: 5321.692383
	Iteration 23Q: 3 clusters Score -8417961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -8417970.000000 Penalty: 5321.692383
	Iteration 24Q: 3 clusters Score -8417970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -8417970.000000 Penalty: 5321.692383
	Iteration 25F: 3 clusters Score -8417970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Entering Unmasked Estep 
Score: -8130876.500000 Penalty: 2653.790771
	Iteration 0F: 2 clusters Score -8130876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -8101600.000000 Penalty: 5307.581543
	Iteration 0F: 3 clusters Score -8101600 nChanged 20368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -8112888.000000 Penalty: 5307.581543
	Iteration 1F: 3 clusters Score -8112888 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -8113455.500000 Penalty: 5307.581543
	Iteration 2Q: 3 clusters Score -8113456 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24709 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -8113927.500000 Penalty: 5307.581543
	Iteration 3Q: 3 clusters Score -8113928 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -8114587.000000 Penalty: 5307.581543
	Iteration 4Q: 3 clusters Score -8114587 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -8115420.000000 Penalty: 5307.581543
	Iteration 5Q: 3 clusters Score -8115420 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -8116788.000000 Penalty: 5307.581543
	Iteration 6F: 3 clusters Score -8116788 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32466 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -8118748.000000 Penalty: 5307.581543
	Iteration 7F: 3 clusters Score -8118748 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -8121308.000000 Penalty: 5307.581543
	Iteration 8F: 3 clusters Score -8121308 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -8124127.000000 Penalty: 5307.581543
	Iteration 9F: 3 clusters Score -8124127 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -8126282.500000 Penalty: 5307.581543
	Iteration 10F: 3 clusters Score -8126282 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42135 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -8127544.000000 Penalty: 5307.581543
	Iteration 11Q: 3 clusters Score -8127544 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -8128139.500000 Penalty: 5307.581543
	Iteration 12Q: 3 clusters Score -8128140 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43308 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -8128347.500000 Penalty: 5307.581543
	Iteration 13Q: 3 clusters Score -8128348 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -8128495.000000 Penalty: 5307.581543
	Iteration 14Q: 3 clusters Score -8128495 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8128575.000000 Penalty: 5307.581543
	Iteration 15Q: 3 clusters Score -8128575 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -8128612.500000 Penalty: 5307.581543
	Iteration 16Q: 3 clusters Score -8128612 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -8128650.000000 Penalty: 5307.581543
	Iteration 17Q: 3 clusters Score -8128650 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8128681.000000 Penalty: 5307.581543
	Iteration 18Q: 3 clusters Score -8128681 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43901 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8128704.500000 Penalty: 5307.581543
	Iteration 19Q: 3 clusters Score -8128704 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -8128735.000000 Penalty: 5307.581543
	Iteration 20F: 3 clusters Score -8128735 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43946 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -8128765.500000 Penalty: 5307.581543
	Iteration 21Q: 3 clusters Score -8128766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -8128769.500000 Penalty: 5307.581543
	Iteration 22Q: 3 clusters Score -8128770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -8128778.000000 Penalty: 5307.581543
	Iteration 23Q: 3 clusters Score -8128778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8128786.500000 Penalty: 5307.581543
	Iteration 24Q: 3 clusters Score -8128786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -8128787.000000 Penalty: 5307.581543
	Iteration 25Q: 3 clusters Score -8128787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -8128795.000000 Penalty: 5307.581543
	Iteration 26Q: 3 clusters Score -8128795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8128795.500000 Penalty: 5307.581543
	Iteration 27Q: 3 clusters Score -8128796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8128801.000000 Penalty: 5307.581543
	Iteration 28Q: 3 clusters Score -8128801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -8128802.500000 Penalty: 5307.581543
	Iteration 29Q: 3 clusters Score -8128802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44002 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8128800.000000 Penalty: 5307.581543
	Iteration 30Q: 3 clusters Score -8128800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8128801.500000 Penalty: 5307.581543
	Iteration 31Q: 3 clusters Score -8128802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44004 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -8128802.500000 Penalty: 5307.581543
	Iteration 32Q: 3 clusters Score -8128802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8128800.500000 Penalty: 5307.581543
	Iteration 33Q: 3 clusters Score -8128800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8128800.500000 Penalty: 5307.581543
	Iteration 34F: 3 clusters Score -8128800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47179 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45245 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 45512 members 
Mstep: Class 9 contains 2761 members 
Mstep: Class 10 contains 44787 members 
Mstep: Class 11 contains 43027 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46007 members 
Mstep: Class 14 contains 31252 members 
Mstep: Class 15 contains 45761 members 
Mstep: Class 16 contains 43423 members 
Mstep: Class 17 contains 43673 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 38996 members 
Mstep: Class 20 contains 45671 members 
Mstep: Class 21 contains 44390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202000.000000 Penalty: 69443.789062
Iteration 359Q: 22 clusters Score -1.11202e+08 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47199 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45224 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 45529 members 
Mstep: Class 9 contains 2761 members 
Mstep: Class 10 contains 44747 members 
Mstep: Class 11 contains 43053 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46003 members 
Mstep: Class 14 contains 31258 members 
Mstep: Class 15 contains 45731 members 
Mstep: Class 16 contains 43419 members 
Mstep: Class 17 contains 43695 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 39045 members 
Mstep: Class 20 contains 45707 members 
Mstep: Class 21 contains 44384 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 360F: 22 clusters Score -1.112018e+08 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45141 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47203 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45181 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 45514 members 
Mstep: Class 9 contains 2761 members 
Mstep: Class 10 contains 44675 members 
Mstep: Class 11 contains 43085 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46018 members 
Mstep: Class 14 contains 31253 members 
Mstep: Class 15 contains 45718 members 
Mstep: Class 16 contains 43435 members 
Mstep: Class 17 contains 43672 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 39087 members 
Mstep: Class 20 contains 45819 members 
Mstep: Class 21 contains 44398 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 361Q: 22 clusters Score -1.112019e+08 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45077 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47210 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45153 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 45518 members 
Mstep: Class 9 contains 2761 members 
Mstep: Class 10 contains 44613 members 
Mstep: Class 11 contains 43102 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45994 members 
Mstep: Class 14 contains 31240 members 
Mstep: Class 15 contains 45688 members 
Mstep: Class 16 contains 43460 members 
Mstep: Class 17 contains 43682 members 
Mstep: Class 18 contains 622 members 
Mstep: Class 19 contains 39119 members 
Mstep: Class 20 contains 45932 members 
Mstep: Class 21 contains 44412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201744.000000 Penalty: 69443.789062
Iteration 362Q: 22 clusters Score -1.112017e+08 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45016 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47224 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45129 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 45484 members 
Mstep: Class 9 contains 2761 members 
Mstep: Class 10 contains 44575 members 
Mstep: Class 11 contains 43135 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45980 members 
Mstep: Class 14 contains 31231 members 
Mstep: Class 15 contains 45684 members 
Mstep: Class 16 contains 43467 members 
Mstep: Class 17 contains 43676 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 39142 members 
Mstep: Class 20 contains 46009 members 
Mstep: Class 21 contains 44449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201984.000000 Penalty: 69443.789062
Iteration 363Q: 22 clusters Score -1.11202e+08 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44990 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47245 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45118 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 45470 members 
Mstep: Class 9 contains 2761 members 
Mstep: Class 10 contains 44512 members 
Mstep: Class 11 contains 43157 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45961 members 
Mstep: Class 14 contains 31220 members 
Mstep: Class 15 contains 45680 members 
Mstep: Class 16 contains 43481 members 
Mstep: Class 17 contains 43664 members 
Mstep: Class 18 contains 621 members 
Mstep: Class 19 contains 39188 members 
Mstep: Class 20 contains 46016 members 
Mstep: Class 21 contains 44498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202040.000000 Penalty: 69443.789062
Iteration 364Q: 22 clusters Score -1.11202e+08 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44960 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47258 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45084 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 45482 members 
Mstep: Class 9 contains 2761 members 
Mstep: Class 10 contains 44461 members 
Mstep: Class 11 contains 43153 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45951 members 
Mstep: Class 14 contains 31213 members 
Mstep: Class 15 contains 45676 members 
Mstep: Class 16 contains 43512 members 
Mstep: Class 17 contains 43643 members 
Mstep: Class 18 contains 623 members 
Mstep: Class 19 contains 39220 members 
Mstep: Class 20 contains 46065 members 
Mstep: Class 21 contains 44520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201888.000000 Penalty: 69443.789062
Iteration 365Q: 22 clusters Score -1.112019e+08 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44892 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47293 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45074 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 45486 members 
Mstep: Class 9 contains 2761 members 
Mstep: Class 10 contains 44404 members 
Mstep: Class 11 contains 43146 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45949 members 
Mstep: Class 14 contains 31206 members 
Mstep: Class 15 contains 45699 members 
Mstep: Class 16 contains 43515 members 
Mstep: Class 17 contains 43623 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 39268 members 
Mstep: Class 20 contains 46113 members 
Mstep: Class 21 contains 44530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201568.000000 Penalty: 69443.789062
Iteration 366Q: 22 clusters Score -1.112016e+08 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47323 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45073 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 45453 members 
Mstep: Class 9 contains 2761 members 
Mstep: Class 10 contains 44383 members 
Mstep: Class 11 contains 43164 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45937 members 
Mstep: Class 14 contains 31206 members 
Mstep: Class 15 contains 45729 members 
Mstep: Class 16 contains 43545 members 
Mstep: Class 17 contains 43604 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 39306 members 
Mstep: Class 20 contains 46132 members 
Mstep: Class 21 contains 44528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201320.000000 Penalty: 69443.789062
Iteration 367Q: 22 clusters Score -1.112013e+08 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47335 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45054 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 45432 members 
Mstep: Class 9 contains 2760 members 
Mstep: Class 10 contains 44340 members 
Mstep: Class 11 contains 43177 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45959 members 
Mstep: Class 14 contains 31208 members 
Mstep: Class 15 contains 45746 members 
Mstep: Class 16 contains 43589 members 
Mstep: Class 17 contains 43589 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 39371 members 
Mstep: Class 20 contains 46065 members 
Mstep: Class 21 contains 44564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201072.000000 Penalty: 69443.789062
Iteration 368Q: 22 clusters Score -1.112011e+08 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47327 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45069 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 45402 members 
Mstep: Class 9 contains 2760 members 
Mstep: Class 10 contains 44303 members 
Mstep: Class 11 contains 43163 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45965 members 
Mstep: Class 14 contains 31206 members 
Mstep: Class 15 contains 45782 members 
Mstep: Class 16 contains 43624 members 
Mstep: Class 17 contains 43583 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 39411 members 
Mstep: Class 20 contains 46012 members 
Mstep: Class 21 contains 44530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111200960.000000 Penalty: 69443.789062
Iteration 369Q: 22 clusters Score -1.11201e+08 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47330 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45086 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 45412 members 
Mstep: Class 9 contains 2760 members 
Mstep: Class 10 contains 44264 members 
Mstep: Class 11 contains 43189 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45969 members 
Mstep: Class 14 contains 31231 members 
Mstep: Class 15 contains 45825 members 
Mstep: Class 16 contains 43662 members 
Mstep: Class 17 contains 43577 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 39422 members 
Mstep: Class 20 contains 45925 members 
Mstep: Class 21 contains 44431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201192.000000 Penalty: 69443.789062
Iteration 370Q: 22 clusters Score -1.112012e+08 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47335 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45107 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 45385 members 
Mstep: Class 9 contains 2760 members 
Mstep: Class 10 contains 44236 members 
Mstep: Class 11 contains 43210 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45966 members 
Mstep: Class 14 contains 31229 members 
Mstep: Class 15 contains 45901 members 
Mstep: Class 16 contains 43650 members 
Mstep: Class 17 contains 43566 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 39430 members 
Mstep: Class 20 contains 45859 members 
Mstep: Class 21 contains 44348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201464.000000 Penalty: 69443.789062
Iteration 371Q: 22 clusters Score -1.112015e+08 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47339 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45116 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 45377 members 
Mstep: Class 9 contains 2760 members 
Mstep: Class 10 contains 44239 members 
Mstep: Class 11 contains 43245 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45966 members 
Mstep: Class 14 contains 31236 members 
Mstep: Class 15 contains 45972 members 
Mstep: Class 16 contains 43605 members 
Mstep: Class 17 contains 43576 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 39440 members 
Mstep: Class 20 contains 45815 members 
Mstep: Class 21 contains 44221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201000.000000 Penalty: 69443.789062
Iteration 372Q: 22 clusters Score -1.11201e+08 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45142 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47353 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45150 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 45392 members 
Mstep: Class 9 contains 2762 members 
Mstep: Class 10 contains 44215 members 
Mstep: Class 11 contains 43281 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45975 members 
Mstep: Class 14 contains 31226 members 
Mstep: Class 15 contains 45997 members 
Mstep: Class 16 contains 43566 members 
Mstep: Class 17 contains 43553 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 39452 members 
Mstep: Class 20 contains 45751 members 
Mstep: Class 21 contains 44144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111200528.000000 Penalty: 69443.789062
Iteration 373Q: 22 clusters Score -1.112005e+08 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45242 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47409 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45163 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 45370 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 44234 members 
Mstep: Class 11 contains 43297 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45975 members 
Mstep: Class 14 contains 31215 members 
Mstep: Class 15 contains 46016 members 
Mstep: Class 16 contains 43530 members 
Mstep: Class 17 contains 43519 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 39450 members 
Mstep: Class 20 contains 45705 members 
Mstep: Class 21 contains 44070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111200336.000000 Penalty: 69443.789062
Iteration 374Q: 22 clusters Score -1.112003e+08 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47440 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45172 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 45346 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 44288 members 
Mstep: Class 11 contains 43323 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45997 members 
Mstep: Class 14 contains 31197 members 
Mstep: Class 15 contains 46029 members 
Mstep: Class 16 contains 43479 members 
Mstep: Class 17 contains 43534 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 39442 members 
Mstep: Class 20 contains 45715 members 
Mstep: Class 21 contains 43972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111200224.000000 Penalty: 69443.789062
Iteration 375Q: 22 clusters Score -1.112002e+08 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45289 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47444 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45143 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 45286 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 44355 members 
Mstep: Class 11 contains 43345 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46031 members 
Mstep: Class 14 contains 31197 members 
Mstep: Class 15 contains 46045 members 
Mstep: Class 16 contains 43448 members 
Mstep: Class 17 contains 43561 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 39459 members 
Mstep: Class 20 contains 45749 members 
Mstep: Class 21 contains 43843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111200560.000000 Penalty: 69443.789062
Iteration 376Q: 22 clusters Score -1.112006e+08 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45317 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47442 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45128 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 45250 members 
Mstep: Class 9 contains 2762 members 
Mstep: Class 10 contains 44402 members 
Mstep: Class 11 contains 43322 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46069 members 
Mstep: Class 14 contains 31186 members 
Mstep: Class 15 contains 46084 members 
Mstep: Class 16 contains 43436 members 
Mstep: Class 17 contains 43579 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 39494 members 
Mstep: Class 20 contains 45789 members 
Mstep: Class 21 contains 43698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111200352.000000 Penalty: 69443.789062
Iteration 377Q: 22 clusters Score -1.112004e+08 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45306 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47451 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45113 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 45214 members 
Mstep: Class 9 contains 2763 members 
Mstep: Class 10 contains 44422 members 
Mstep: Class 11 contains 43310 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46096 members 
Mstep: Class 14 contains 31186 members 
Mstep: Class 15 contains 46110 members 
Mstep: Class 16 contains 43442 members 
Mstep: Class 17 contains 43596 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 39537 members 
Mstep: Class 20 contains 45824 members 
Mstep: Class 21 contains 43586 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 378Q: 22 clusters Score -1.112002e+08 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45281 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47439 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45106 members 
Mstep: Class 7 contains 1352 members 
Mstep: Class 8 contains 45212 members 
Mstep: Class 9 contains 2764 members 
Mstep: Class 10 contains 44380 members 
Mstep: Class 11 contains 43304 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46114 members 
Mstep: Class 14 contains 31192 members 
Mstep: Class 15 contains 46110 members 
Mstep: Class 16 contains 43431 members 
Mstep: Class 17 contains 43641 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 39602 members 
Mstep: Class 20 contains 45886 members 
Mstep: Class 21 contains 43492 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 379Q: 22 clusters Score -1.112002e+08 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45234 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47449 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45099 members 
Mstep: Class 7 contains 1352 members 
Mstep: Class 8 contains 45223 members 
Mstep: Class 9 contains 2764 members 
Mstep: Class 10 contains 44344 members 
Mstep: Class 11 contains 43287 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46142 members 
Mstep: Class 14 contains 31203 members 
Mstep: Class 15 contains 46125 members 
Mstep: Class 16 contains 43421 members 
Mstep: Class 17 contains 43654 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 39670 members 
Mstep: Class 20 contains 45917 members 
Mstep: Class 21 contains 43422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111200400.000000 Penalty: 69443.789062
Iteration 380F: 22 clusters Score -1.112004e+08 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47444 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45091 members 
Mstep: Class 7 contains 1352 members 
Mstep: Class 8 contains 45223 members 
Mstep: Class 9 contains 2764 members 
Mstep: Class 10 contains 44206 members 
Mstep: Class 11 contains 43296 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46186 members 
Mstep: Class 14 contains 31208 members 
Mstep: Class 15 contains 46142 members 
Mstep: Class 16 contains 43393 members 
Mstep: Class 17 contains 43651 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 39734 members 
Mstep: Class 20 contains 45985 members 
Mstep: Class 21 contains 43412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111200144.000000 Penalty: 69443.789062
Iteration 381Q: 22 clusters Score -1.112001e+08 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45204 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47439 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45052 members 
Mstep: Class 7 contains 1352 members 
Mstep: Class 8 contains 45253 members 
Mstep: Class 9 contains 2764 members 
Mstep: Class 10 contains 44123 members 
Mstep: Class 11 contains 43277 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46186 members 
Mstep: Class 14 contains 31211 members 
Mstep: Class 15 contains 46141 members 
Mstep: Class 16 contains 43330 members 
Mstep: Class 17 contains 43642 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 39822 members 
Mstep: Class 20 contains 46062 members 
Mstep: Class 21 contains 43448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111199896.000000 Penalty: 69443.789062
Iteration 382Q: 22 clusters Score -1.111999e+08 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45196 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47456 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45036 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 45288 members 
Mstep: Class 9 contains 2764 members 
Mstep: Class 10 contains 44032 members 
Mstep: Class 11 contains 43238 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46198 members 
Mstep: Class 14 contains 31213 members 
Mstep: Class 15 contains 46168 members 
Mstep: Class 16 contains 43260 members 
Mstep: Class 17 contains 43632 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 39913 members 
Mstep: Class 20 contains 46114 members 
Mstep: Class 21 contains 43447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111200000.000000 Penalty: 69443.789062
Iteration 383Q: 22 clusters Score -1.112e+08 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47453 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45061 members 
Mstep: Class 7 contains 1353 members 
Mstep: Class 8 contains 45328 members 
Mstep: Class 9 contains 2764 members 
Mstep: Class 10 contains 43873 members 
Mstep: Class 11 contains 43190 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46239 members 
Mstep: Class 14 contains 31206 members 
Mstep: Class 15 contains 46184 members 
Mstep: Class 16 contains 43243 members 
Mstep: Class 17 contains 43594 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 40030 members 
Mstep: Class 20 contains 46163 members 
Mstep: Class 21 contains 43417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111199784.000000 Penalty: 69443.789062
Iteration 384Q: 22 clusters Score -1.111998e+08 nChanged 4288
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45258 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47454 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45060 members 
Mstep: Class 7 contains 1353 members 
Mstep: Class 8 contains 45364 members 
Mstep: Class 9 contains 2764 members 
Mstep: Class 10 contains 43785 members 
Mstep: Class 11 contains 43165 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46283 members 
Mstep: Class 14 contains 31199 members 
Mstep: Class 15 contains 46179 members 
Mstep: Class 16 contains 43252 members 
Mstep: Class 17 contains 43559 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 40153 members 
Mstep: Class 20 contains 46122 members 
Mstep: Class 21 contains 43356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111199496.000000 Penalty: 69443.789062
Iteration 385Q: 22 clusters Score -1.111995e+08 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45366 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47457 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45009 members 
Mstep: Class 7 contains 1353 members 
Mstep: Class 8 contains 45390 members 
Mstep: Class 9 contains 2764 members 
Mstep: Class 10 contains 43756 members 
Mstep: Class 11 contains 43130 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46355 members 
Mstep: Class 14 contains 31196 members 
Mstep: Class 15 contains 46210 members 
Mstep: Class 16 contains 43254 members 
Mstep: Class 17 contains 43527 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 40263 members 
Mstep: Class 20 contains 46045 members 
Mstep: Class 21 contains 43231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111199616.000000 Penalty: 69443.789062
Iteration 386Q: 22 clusters Score -1.111996e+08 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45521 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47436 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44988 members 
Mstep: Class 7 contains 1352 members 
Mstep: Class 8 contains 45413 members 
Mstep: Class 9 contains 2764 members 
Mstep: Class 10 contains 43657 members 
Mstep: Class 11 contains 43140 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46351 members 
Mstep: Class 14 contains 31205 members 
Mstep: Class 15 contains 46245 members 
Mstep: Class 16 contains 43225 members 
Mstep: Class 17 contains 43549 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 40369 members 
Mstep: Class 20 contains 45972 members 
Mstep: Class 21 contains 43119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111199336.000000 Penalty: 69443.789062
Iteration 387Q: 22 clusters Score -1.111993e+08 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47427 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45007 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 45455 members 
Mstep: Class 9 contains 2764 members 
Mstep: Class 10 contains 43523 members 
Mstep: Class 11 contains 43151 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46351 members 
Mstep: Class 14 contains 31222 members 
Mstep: Class 15 contains 46280 members 
Mstep: Class 16 contains 43226 members 
Mstep: Class 17 contains 43529 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 40510 members 
Mstep: Class 20 contains 45879 members 
Mstep: Class 21 contains 42979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111199208.000000 Penalty: 69443.789062
Iteration 388Q: 22 clusters Score -1.111992e+08 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45752 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47428 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45025 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 45498 members 
Mstep: Class 9 contains 2764 members 
Mstep: Class 10 contains 43496 members 
Mstep: Class 11 contains 43164 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46312 members 
Mstep: Class 14 contains 31215 members 
Mstep: Class 15 contains 46276 members 
Mstep: Class 16 contains 43211 members 
Mstep: Class 17 contains 43503 members 
Mstep: Class 18 contains 624 members 
Mstep: Class 19 contains 40599 members 
Mstep: Class 20 contains 45937 members 
Mstep: Class 21 contains 42776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111199248.000000 Penalty: 69443.789062
Iteration 389Q: 22 clusters Score -1.111992e+08 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45790 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47440 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45072 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 45520 members 
Mstep: Class 9 contains 2765 members 
Mstep: Class 10 contains 43435 members 
Mstep: Class 11 contains 43177 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46303 members 
Mstep: Class 14 contains 31200 members 
Mstep: Class 15 contains 46296 members 
Mstep: Class 16 contains 43196 members 
Mstep: Class 17 contains 43471 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 40688 members 
Mstep: Class 20 contains 46018 members 
Mstep: Class 21 contains 42586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111199368.000000 Penalty: 69443.789062
Iteration 390Q: 22 clusters Score -1.111994e+08 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47444 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45111 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 45527 members 
Mstep: Class 9 contains 2765 members 
Mstep: Class 10 contains 43418 members 
Mstep: Class 11 contains 43186 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46275 members 
Mstep: Class 14 contains 31198 members 
Mstep: Class 15 contains 46327 members 
Mstep: Class 16 contains 43175 members 
Mstep: Class 17 contains 43435 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 40784 members 
Mstep: Class 20 contains 46076 members 
Mstep: Class 21 contains 42404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111199208.000000 Penalty: 69443.789062
Iteration 391Q: 22 clusters Score -1.111992e+08 nChanged 5448
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45876 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47443 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45147 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 45504 members 
Mstep: Class 9 contains 2765 members 
Mstep: Class 10 contains 43379 members 
Mstep: Class 11 contains 43203 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46314 members 
Mstep: Class 14 contains 31195 members 
Mstep: Class 15 contains 46348 members 
Mstep: Class 16 contains 43172 members 
Mstep: Class 17 contains 43431 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 40816 members 
Mstep: Class 20 contains 46123 members 
Mstep: Class 21 contains 42240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111199184.000000 Penalty: 69443.789062
Iteration 392Q: 22 clusters Score -1.111992e+08 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45839 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47448 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45204 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 45468 members 
Mstep: Class 9 contains 2765 members 
Mstep: Class 10 contains 43312 members 
Mstep: Class 11 contains 43186 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46353 members 
Mstep: Class 14 contains 31188 members 
Mstep: Class 15 contains 46363 members 
Mstep: Class 16 contains 43206 members 
Mstep: Class 17 contains 43440 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 40843 members 
Mstep: Class 20 contains 46195 members 
Mstep: Class 21 contains 42146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111199552.000000 Penalty: 69443.789062
Iteration 393Q: 22 clusters Score -1.111996e+08 nChanged 5758
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47445 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45241 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 45414 members 
Mstep: Class 9 contains 2766 members 
Mstep: Class 10 contains 43299 members 
Mstep: Class 11 contains 43164 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46412 members 
Mstep: Class 14 contains 31179 members 
Mstep: Class 15 contains 46395 members 
Mstep: Class 16 contains 43183 members 
Mstep: Class 17 contains 43388 members 
Mstep: Class 18 contains 625 members 
Mstep: Class 19 contains 40849 members 
Mstep: Class 20 contains 46329 members 
Mstep: Class 21 contains 42016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111199544.000000 Penalty: 69443.789062
Iteration 394Q: 22 clusters Score -1.111995e+08 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45915 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47436 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45247 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 45469 members 
Mstep: Class 9 contains 2766 members 
Mstep: Class 10 contains 43303 members 
Mstep: Class 11 contains 43143 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46503 members 
Mstep: Class 14 contains 31179 members 
Mstep: Class 15 contains 46376 members 
Mstep: Class 16 contains 43168 members 
Mstep: Class 17 contains 43381 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 40857 members 
Mstep: Class 20 contains 46386 members 
Mstep: Class 21 contains 41827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111199408.000000 Penalty: 69443.789062
Iteration 395Q: 22 clusters Score -1.111994e+08 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45944 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47447 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45232 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 45487 members 
Mstep: Class 9 contains 2766 members 
Mstep: Class 10 contains 43409 members 
Mstep: Class 11 contains 43128 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46543 members 
Mstep: Class 14 contains 31156 members 
Mstep: Class 15 contains 46303 members 
Mstep: Class 16 contains 43176 members 
Mstep: Class 17 contains 43382 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 40891 members 
Mstep: Class 20 contains 46411 members 
Mstep: Class 21 contains 41679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111199344.000000 Penalty: 69443.789062
Iteration 396Q: 22 clusters Score -1.111993e+08 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45810 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47450 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45201 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 45458 members 
Mstep: Class 9 contains 2766 members 
Mstep: Class 10 contains 43538 members 
Mstep: Class 11 contains 43088 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46621 members 
Mstep: Class 14 contains 31120 members 
Mstep: Class 15 contains 46263 members 
Mstep: Class 16 contains 43152 members 
Mstep: Class 17 contains 43386 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 40942 members 
Mstep: Class 20 contains 46480 members 
Mstep: Class 21 contains 41679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111199648.000000 Penalty: 69443.789062
Iteration 397Q: 22 clusters Score -1.111996e+08 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47455 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45170 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 45440 members 
Mstep: Class 9 contains 2766 members 
Mstep: Class 10 contains 43649 members 
Mstep: Class 11 contains 43081 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46702 members 
Mstep: Class 14 contains 31082 members 
Mstep: Class 15 contains 46221 members 
Mstep: Class 16 contains 43126 members 
Mstep: Class 17 contains 43375 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 41021 members 
Mstep: Class 20 contains 46508 members 
Mstep: Class 21 contains 41710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111199592.000000 Penalty: 69443.789062
Iteration 398Q: 22 clusters Score -1.111996e+08 nChanged 5129
Entering ConstructFrom: 
Score: -111199592.000000 Penalty: 69443.789062
Entering ConstructFrom: 
Trying to split cluster 1 (45547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45547 members 
Entering Unmasked Estep 
Score: -8339306.000000 Penalty: 2660.171875
	Iteration 0F: 2 clusters Score -8339306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -8309923.000000 Penalty: 5320.343750
	Iteration 0F: 3 clusters Score -8309923 nChanged 20971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -8321913.500000 Penalty: 5320.343750
	Iteration 1F: 3 clusters Score -8321914 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -8322608.500000 Penalty: 5320.343750
	Iteration 2Q: 3 clusters Score -8322608 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -8323394.500000 Penalty: 5320.343750
	Iteration 3Q: 3 clusters Score -8323394 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -8324332.500000 Penalty: 5320.343750
	Iteration 4Q: 3 clusters Score -8324332 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -8325554.000000 Penalty: 5320.343750
	Iteration 5F: 3 clusters Score -8325554 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -8327190.000000 Penalty: 5320.343750
	Iteration 6F: 3 clusters Score -8327190 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -8329138.500000 Penalty: 5320.343750
	Iteration 7F: 3 clusters Score -8329138 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -8330801.000000 Penalty: 5320.343750
	Iteration 8F: 3 clusters Score -8330801 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -8331830.500000 Penalty: 5320.343750
	Iteration 9Q: 3 clusters Score -8331830 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 24670 members 
Entering Unmasked Estep 
Score: -8332210.500000 Penalty: 5320.343750
	Iteration 10Q: 3 clusters Score -8332210 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -8332350.000000 Penalty: 5320.343750
	Iteration 11Q: 3 clusters Score -8332350 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -8332446.000000 Penalty: 5320.343750
	Iteration 12Q: 3 clusters Score -8332446 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -8332512.500000 Penalty: 5320.343750
	Iteration 13Q: 3 clusters Score -8332512 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -8332576.500000 Penalty: 5320.343750
	Iteration 14Q: 3 clusters Score -8332576 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -8332632.500000 Penalty: 5320.343750
	Iteration 15Q: 3 clusters Score -8332632 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -8332666.500000 Penalty: 5320.343750
	Iteration 16Q: 3 clusters Score -8332666 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -8332709.000000 Penalty: 5320.343750
	Iteration 17Q: 3 clusters Score -8332709 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -8332783.500000 Penalty: 5320.343750
	Iteration 18Q: 3 clusters Score -8332784 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -8332839.500000 Penalty: 5320.343750
	Iteration 19Q: 3 clusters Score -8332840 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -8332874.500000 Penalty: 5320.343750
	Iteration 20F: 3 clusters Score -8332874 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -8332906.000000 Penalty: 5320.343750
	Iteration 21Q: 3 clusters Score -8332906 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -8332904.000000 Penalty: 5320.343750
	Iteration 22Q: 3 clusters Score -8332904 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -8332909.000000 Penalty: 5320.343750
	Iteration 23Q: 3 clusters Score -8332909 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -8332940.000000 Penalty: 5320.343750
	Iteration 24Q: 3 clusters Score -8332940 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -8332981.000000 Penalty: 5320.343750
	Iteration 25Q: 3 clusters Score -8332981 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -8332998.500000 Penalty: 5320.343750
	Iteration 26Q: 3 clusters Score -8332998 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8333010 nChanged 202
Entering Unmasked Mstep 
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Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8333065 nChanged 166
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Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8333092 nChanged 164
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Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8333094 nChanged 171
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Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8333110 nChanged 166
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Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8333122 nChanged 177
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Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8333142 nChanged 183
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Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8333170 nChanged 178
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Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8333241 nChanged 162
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Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22049 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8333312 nChanged 114
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Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8333295 nChanged 106
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Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22519 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8333370 nChanged 131
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Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8333357 nChanged 115
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Mstep: Class 1 contains 22774 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8333366 nChanged 135
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Mstep: Class 1 contains 22865 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8333366 nChanged 141
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Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8333368 nChanged 128
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Mstep: Class 1 contains 23042 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8333357 nChanged 136
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Mstep: Class 2 contains 22417 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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	Iteration 58Q: 3 clusters Score -8333438 nChanged 94
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8333454 nChanged 103
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Entering Unmasked Estep 
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Mstep: Class 1 contains 23934 members 
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	Iteration 80F: 3 clusters Score -8333524 nChanged 67
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Mstep: Class 1 contains 25018 members 
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Mstep: Class 1 contains 25071 members 
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	Iteration 98Q: 3 clusters Score -8333618 nChanged 53
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	Iteration 100F: 3 clusters Score -8333618 nChanged 38
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	Iteration 101Q: 3 clusters Score -8333612 nChanged 52
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	Iteration 103Q: 3 clusters Score -8333620 nChanged 52
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	Iteration 108Q: 3 clusters Score -8333624 nChanged 35
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8333622 nChanged 36
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	Iteration 110Q: 3 clusters Score -8333620 nChanged 34
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8333629 nChanged 32
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	Iteration 113Q: 3 clusters Score -8333616 nChanged 31
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	Iteration 114Q: 3 clusters Score -8333608 nChanged 31
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	Iteration 115Q: 3 clusters Score -8333610 nChanged 28
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	Iteration 116Q: 3 clusters Score -8333606 nChanged 25
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	Iteration 117Q: 3 clusters Score -8333623 nChanged 20
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8333622 nChanged 25
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Entering Unmasked Estep 
Score: -8333627.000000 Penalty: 5320.343750
	Iteration 119Q: 3 clusters Score -8333627 nChanged 34
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Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -8333639.000000 Penalty: 5320.343750
	Iteration 120F: 3 clusters Score -8333639 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -8333636.000000 Penalty: 5320.343750
	Iteration 121Q: 3 clusters Score -8333636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -8333645.000000 Penalty: 5320.343750
	Iteration 122Q: 3 clusters Score -8333645 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 19462 members 
Entering Unmasked Estep 
Score: -8333649.000000 Penalty: 5320.343750
	Iteration 123Q: 3 clusters Score -8333649 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -8333632.500000 Penalty: 5320.343750
	Iteration 124Q: 3 clusters Score -8333632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -8333637.000000 Penalty: 5320.343750
	Iteration 125Q: 3 clusters Score -8333637 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -8333640.500000 Penalty: 5320.343750
	Iteration 126Q: 3 clusters Score -8333640 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -8333643.500000 Penalty: 5320.343750
	Iteration 127Q: 3 clusters Score -8333644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -8333641.000000 Penalty: 5320.343750
	Iteration 128Q: 3 clusters Score -8333641 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -8333648.000000 Penalty: 5320.343750
	Iteration 129Q: 3 clusters Score -8333648 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -8333641.000000 Penalty: 5320.343750
	Iteration 130Q: 3 clusters Score -8333641 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -8333631.500000 Penalty: 5320.343750
	Iteration 131Q: 3 clusters Score -8333632 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -8333626.500000 Penalty: 5320.343750
	Iteration 132Q: 3 clusters Score -8333626 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -8333629.000000 Penalty: 5320.343750
	Iteration 133Q: 3 clusters Score -8333629 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -8333627.500000 Penalty: 5320.343750
	Iteration 134Q: 3 clusters Score -8333628 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -8333640.500000 Penalty: 5320.343750
	Iteration 135Q: 3 clusters Score -8333640 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -8333642.000000 Penalty: 5320.343750
	Iteration 136Q: 3 clusters Score -8333642 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -8333643.000000 Penalty: 5320.343750
	Iteration 137Q: 3 clusters Score -8333643 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -8333652.000000 Penalty: 5320.343750
	Iteration 138Q: 3 clusters Score -8333652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -8333644.500000 Penalty: 5320.343750
	Iteration 139Q: 3 clusters Score -8333644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -8333651.500000 Penalty: 5320.343750
	Iteration 140F: 3 clusters Score -8333652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26547 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -8333636.500000 Penalty: 5320.343750
	Iteration 141Q: 3 clusters Score -8333636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -8333648.500000 Penalty: 5320.343750
	Iteration 142Q: 3 clusters Score -8333648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -8333645.000000 Penalty: 5320.343750
	Iteration 143Q: 3 clusters Score -8333645 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26592 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -8333642.500000 Penalty: 5320.343750
	Iteration 144Q: 3 clusters Score -8333642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -8333634.000000 Penalty: 5320.343750
	Iteration 145Q: 3 clusters Score -8333634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -8333643.000000 Penalty: 5320.343750
	Iteration 146Q: 3 clusters Score -8333643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -8333632.000000 Penalty: 5320.343750
	Iteration 147Q: 3 clusters Score -8333632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -8333640.000000 Penalty: 5320.343750
	Iteration 148Q: 3 clusters Score -8333640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26661 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -8333649.500000 Penalty: 5320.343750
	Iteration 149Q: 3 clusters Score -8333650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -8333648.500000 Penalty: 5320.343750
	Iteration 150Q: 3 clusters Score -8333648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -8333639.000000 Penalty: 5320.343750
	Iteration 151Q: 3 clusters Score -8333639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -8333636.500000 Penalty: 5320.343750
	Iteration 152Q: 3 clusters Score -8333636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -8333630.500000 Penalty: 5320.343750
	Iteration 153Q: 3 clusters Score -8333630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -8333632.500000 Penalty: 5320.343750
	Iteration 154Q: 3 clusters Score -8333632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -8333642.500000 Penalty: 5320.343750
	Iteration 155Q: 3 clusters Score -8333642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -8333635.500000 Penalty: 5320.343750
	Iteration 156Q: 3 clusters Score -8333636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -8333640.500000 Penalty: 5320.343750
	Iteration 157Q: 3 clusters Score -8333640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -8333633.000000 Penalty: 5320.343750
	Iteration 158Q: 3 clusters Score -8333633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -8333637.500000 Penalty: 5320.343750
	Iteration 159Q: 3 clusters Score -8333638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -8333635.000000 Penalty: 5320.343750
	Iteration 160F: 3 clusters Score -8333635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -8333633.000000 Penalty: 5320.343750
	Iteration 161Q: 3 clusters Score -8333633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -8333632.500000 Penalty: 5320.343750
	Iteration 162Q: 3 clusters Score -8333632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -8333623.500000 Penalty: 5320.343750
	Iteration 163Q: 3 clusters Score -8333624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -8333626.500000 Penalty: 5320.343750
	Iteration 164Q: 3 clusters Score -8333626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -8333633.500000 Penalty: 5320.343750
	Iteration 165Q: 3 clusters Score -8333634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -8333634.500000 Penalty: 5320.343750
	Iteration 166Q: 3 clusters Score -8333634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -8333639.000000 Penalty: 5320.343750
	Iteration 167Q: 3 clusters Score -8333639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -8333640.000000 Penalty: 5320.343750
	Iteration 168Q: 3 clusters Score -8333640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -8333633.500000 Penalty: 5320.343750
	Iteration 169Q: 3 clusters Score -8333634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -8333642.500000 Penalty: 5320.343750
	Iteration 170Q: 3 clusters Score -8333642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -8333639.500000 Penalty: 5320.343750
	Iteration 171Q: 3 clusters Score -8333640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -8333640.000000 Penalty: 5320.343750
	Iteration 172Q: 3 clusters Score -8333640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -8333633.000000 Penalty: 5320.343750
	Iteration 173Q: 3 clusters Score -8333633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -8333638.500000 Penalty: 5320.343750
	Iteration 174Q: 3 clusters Score -8333638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -8333647.000000 Penalty: 5320.343750
	Iteration 175Q: 3 clusters Score -8333647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -8333643.000000 Penalty: 5320.343750
	Iteration 176Q: 3 clusters Score -8333643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -8333643.000000 Penalty: 5320.343750
	Iteration 177F: 3 clusters Score -8333643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Entering Unmasked Estep 
Score: -143039.015625 Penalty: 1698.568481
	Iteration 0F: 2 clusters Score -143039 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 469 members 
Entering Unmasked Estep 
Score: -141216.531250 Penalty: 3397.136963
	Iteration 0F: 3 clusters Score -141216.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -141738.875000 Penalty: 3397.136963
	Iteration 1F: 3 clusters Score -141738.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -142010.125000 Penalty: 3397.136963
	Iteration 2F: 3 clusters Score -142010.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -142291.531250 Penalty: 3397.136963
	Iteration 3F: 3 clusters Score -142291.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -142579.937500 Penalty: 3397.136963
	Iteration 4F: 3 clusters Score -142579.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -142833.500000 Penalty: 3397.136963
	Iteration 5F: 3 clusters Score -142833.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -142931.328125 Penalty: 3397.136963
	Iteration 6Q: 3 clusters Score -142931.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -143048.609375 Penalty: 3397.136963
	Iteration 7Q: 3 clusters Score -143048.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -143121.484375 Penalty: 3397.136963
	Iteration 8Q: 3 clusters Score -143121.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -143148.453125 Penalty: 3397.136963
	Iteration 9Q: 3 clusters Score -143148.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -143159.062500 Penalty: 3397.136963
	Iteration 10Q: 3 clusters Score -143159.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -143165.859375 Penalty: 3397.136963
	Iteration 11Q: 3 clusters Score -143165.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -143180.515625 Penalty: 3397.136963
	Iteration 12Q: 3 clusters Score -143180.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -143199.359375 Penalty: 3397.136963
	Iteration 13Q: 3 clusters Score -143199.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -143208.703125 Penalty: 3397.136963
	Iteration 14Q: 3 clusters Score -143208.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -143215.156250 Penalty: 3397.136963
	Iteration 15Q: 3 clusters Score -143215.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -143225.906250 Penalty: 3397.136963
	Iteration 16Q: 3 clusters Score -143225.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -143269.109375 Penalty: 3397.136963
	Iteration 17Q: 3 clusters Score -143269.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -143282.328125 Penalty: 3397.136963
	Iteration 18Q: 3 clusters Score -143282.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -143288.500000 Penalty: 3397.136963
	Iteration 19Q: 3 clusters Score -143288.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -143343.859375 Penalty: 3397.136963
	Iteration 20F: 3 clusters Score -143343.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -143393.671875 Penalty: 3397.136963
	Iteration 21Q: 3 clusters Score -143393.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -143434.578125 Penalty: 3397.136963
	Iteration 22Q: 3 clusters Score -143434.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -143454.609375 Penalty: 3397.136963
	Iteration 23Q: 3 clusters Score -143454.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -143470.281250 Penalty: 3397.136963
	Iteration 24Q: 3 clusters Score -143470.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -143481.687500 Penalty: 3397.136963
	Iteration 25Q: 3 clusters Score -143481.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -143494.390625 Penalty: 3397.136963
	Iteration 26Q: 3 clusters Score -143494.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -143503.343750 Penalty: 3397.136963
	Iteration 27Q: 3 clusters Score -143503.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -143510.687500 Penalty: 3397.136963
	Iteration 28Q: 3 clusters Score -143510.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -143534.812500 Penalty: 3397.136963
	Iteration 29Q: 3 clusters Score -143534.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -143545.500000 Penalty: 3397.136963
	Iteration 30Q: 3 clusters Score -143545.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -143546.281250 Penalty: 3397.136963
	Iteration 31Q: 3 clusters Score -143546.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -143547.781250 Penalty: 3397.136963
	Iteration 32F: 3 clusters Score -143547.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -143555.859375 Penalty: 3397.136963
	Iteration 33Q: 3 clusters Score -143555.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -143562.390625 Penalty: 3397.136963
	Iteration 34Q: 3 clusters Score -143562.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -143562.390625 Penalty: 3397.136963
	Iteration 35F: 3 clusters Score -143562.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45547 members 
Mstep: Class 2 contains 499 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47439 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45116 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 45478 members 
Mstep: Class 9 contains 2766 members 
Mstep: Class 10 contains 43750 members 
Mstep: Class 11 contains 43065 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46775 members 
Mstep: Class 14 contains 31055 members 
Mstep: Class 15 contains 46187 members 
Mstep: Class 16 contains 43123 members 
Mstep: Class 17 contains 43364 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 41100 members 
Mstep: Class 20 contains 46420 members 
Mstep: Class 21 contains 41770 members 
Mstep: Class 22 contains 444 members 
Entering Unmasked Estep 
Score: -111198160.000000 Penalty: 72750.632812
Splitting cluster 2 changes total score from -111199592.000000 to -111198160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Entering Unmasked Estep 
Score: -105962.210938 Penalty: 1647.659912
	Iteration 0F: 2 clusters Score -105962.2 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 382 members 
Entering Unmasked Estep 
Score: -104339.000000 Penalty: 3295.319824
	Iteration 0F: 3 clusters Score -104339 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -105152.320312 Penalty: 3295.319824
	Iteration 1F: 3 clusters Score -105152.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -105560.429688 Penalty: 3295.319824
	Iteration 2F: 3 clusters Score -105560.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -105705.484375 Penalty: 3295.319824
	Iteration 3F: 3 clusters Score -105705.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -105772.671875 Penalty: 3295.319824
	Iteration 4Q: 3 clusters Score -105772.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -105810.828125 Penalty: 3295.319824
	Iteration 5Q: 3 clusters Score -105810.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -105823.437500 Penalty: 3295.319824
	Iteration 6Q: 3 clusters Score -105823.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -105840.109375 Penalty: 3295.319824
	Iteration 7Q: 3 clusters Score -105840.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -105840.476562 Penalty: 3295.319824
	Iteration 8Q: 3 clusters Score -105840.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -105840.960938 Penalty: 3295.319824
	Iteration 9Q: 3 clusters Score -105841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -105841.554688 Penalty: 3295.319824
	Iteration 10Q: 3 clusters Score -105841.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -105841.554688 Penalty: 3295.319824
	Iteration 11F: 3 clusters Score -105841.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47439 members 
Entering Unmasked Estep 
Score: -8603018.000000 Penalty: 2670.265381
	Iteration 0F: 2 clusters Score -8603018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -8572306.000000 Penalty: 5340.530762
	Iteration 0F: 3 clusters Score -8572306 nChanged 21890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -8584395.000000 Penalty: 5340.530762
	Iteration 1F: 3 clusters Score -8584395 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -8584921.000000 Penalty: 5340.530762
	Iteration 2Q: 3 clusters Score -8584921 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -8585341.000000 Penalty: 5340.530762
	Iteration 3Q: 3 clusters Score -8585341 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -8585873.000000 Penalty: 5340.530762
	Iteration 4Q: 3 clusters Score -8585873 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -8586412.000000 Penalty: 5340.530762
	Iteration 5Q: 3 clusters Score -8586412 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -8587166.000000 Penalty: 5340.530762
	Iteration 6Q: 3 clusters Score -8587166 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -8588211.000000 Penalty: 5340.530762
	Iteration 7Q: 3 clusters Score -8588211 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 19965 members 
Entering Unmasked Estep 
Score: -8589805.000000 Penalty: 5340.530762
	Iteration 8F: 3 clusters Score -8589805 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -8591926.000000 Penalty: 5340.530762
	Iteration 9F: 3 clusters Score -8591926 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -8594741.000000 Penalty: 5340.530762
	Iteration 10F: 3 clusters Score -8594741 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -8597464.000000 Penalty: 5340.530762
	Iteration 11F: 3 clusters Score -8597464 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 14993 members 
Entering Unmasked Estep 
Score: -8599137.000000 Penalty: 5340.530762
	Iteration 12Q: 3 clusters Score -8599137 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -8599802.000000 Penalty: 5340.530762
	Iteration 13Q: 3 clusters Score -8599802 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -8600078.000000 Penalty: 5340.530762
	Iteration 14Q: 3 clusters Score -8600078 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -8600326.000000 Penalty: 5340.530762
	Iteration 15Q: 3 clusters Score -8600326 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -8600481.000000 Penalty: 5340.530762
	Iteration 16Q: 3 clusters Score -8600481 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 13541 members 
Entering Unmasked Estep 
Score: -8600623.000000 Penalty: 5340.530762
	Iteration 17Q: 3 clusters Score -8600623 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -8600714.000000 Penalty: 5340.530762
	Iteration 18Q: 3 clusters Score -8600714 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -8600801.000000 Penalty: 5340.530762
	Iteration 19Q: 3 clusters Score -8600801 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -8600903.000000 Penalty: 5340.530762
	Iteration 20F: 3 clusters Score -8600903 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34600 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -8600960.000000 Penalty: 5340.530762
	Iteration 21Q: 3 clusters Score -8600960 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -8600997.000000 Penalty: 5340.530762
	Iteration 22Q: 3 clusters Score -8600997 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -8601051.000000 Penalty: 5340.530762
	Iteration 23Q: 3 clusters Score -8601051 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34993 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -8601066.000000 Penalty: 5340.530762
	Iteration 24Q: 3 clusters Score -8601066 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -8601102.000000 Penalty: 5340.530762
	Iteration 25Q: 3 clusters Score -8601102 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -8601140.000000 Penalty: 5340.530762
	Iteration 26Q: 3 clusters Score -8601140 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -8601186.000000 Penalty: 5340.530762
	Iteration 27Q: 3 clusters Score -8601186 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -8601206.000000 Penalty: 5340.530762
	Iteration 28Q: 3 clusters Score -8601206 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -8601216.000000 Penalty: 5340.530762
	Iteration 29Q: 3 clusters Score -8601216 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -8601218.000000 Penalty: 5340.530762
	Iteration 30Q: 3 clusters Score -8601218 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -8601230.000000 Penalty: 5340.530762
	Iteration 31Q: 3 clusters Score -8601230 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -8601226.000000 Penalty: 5340.530762
	Iteration 32Q: 3 clusters Score -8601226 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35525 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -8601240.000000 Penalty: 5340.530762
	Iteration 33Q: 3 clusters Score -8601240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -8601266.000000 Penalty: 5340.530762
	Iteration 34Q: 3 clusters Score -8601266 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -8601264.000000 Penalty: 5340.530762
	Iteration 35Q: 3 clusters Score -8601264 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -8601287.000000 Penalty: 5340.530762
	Iteration 36Q: 3 clusters Score -8601287 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -8601307.000000 Penalty: 5340.530762
	Iteration 37Q: 3 clusters Score -8601307 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -8601306.000000 Penalty: 5340.530762
	Iteration 38Q: 3 clusters Score -8601306 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -8601308.000000 Penalty: 5340.530762
	Iteration 39Q: 3 clusters Score -8601308 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -8601306.000000 Penalty: 5340.530762
	Iteration 40F: 3 clusters Score -8601306 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -8601321.000000 Penalty: 5340.530762
	Iteration 41Q: 3 clusters Score -8601321 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -8601342.000000 Penalty: 5340.530762
	Iteration 42Q: 3 clusters Score -8601342 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35845 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -8601351.000000 Penalty: 5340.530762
	Iteration 43Q: 3 clusters Score -8601351 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -8601372.000000 Penalty: 5340.530762
	Iteration 44Q: 3 clusters Score -8601372 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -8601370.000000 Penalty: 5340.530762
	Iteration 45Q: 3 clusters Score -8601370 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -8601370.000000 Penalty: 5340.530762
	Iteration 46Q: 3 clusters Score -8601370 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -8601374.000000 Penalty: 5340.530762
	Iteration 47Q: 3 clusters Score -8601374 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -8601386.000000 Penalty: 5340.530762
	Iteration 48Q: 3 clusters Score -8601386 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -8601391.000000 Penalty: 5340.530762
	Iteration 49Q: 3 clusters Score -8601391 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -8601397.000000 Penalty: 5340.530762
	Iteration 50Q: 3 clusters Score -8601397 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -8601381.000000 Penalty: 5340.530762
	Iteration 51Q: 3 clusters Score -8601381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -8601381.000000 Penalty: 5340.530762
	Iteration 52Q: 3 clusters Score -8601381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -8601385.000000 Penalty: 5340.530762
	Iteration 53Q: 3 clusters Score -8601385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -8601398.000000 Penalty: 5340.530762
	Iteration 54Q: 3 clusters Score -8601398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -8601405.000000 Penalty: 5340.530762
	Iteration 55Q: 3 clusters Score -8601405 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -8601399.000000 Penalty: 5340.530762
	Iteration 56Q: 3 clusters Score -8601399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -8601400.000000 Penalty: 5340.530762
	Iteration 57Q: 3 clusters Score -8601400 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -8601401.000000 Penalty: 5340.530762
	Iteration 58Q: 3 clusters Score -8601401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -8601405.000000 Penalty: 5340.530762
	Iteration 59Q: 3 clusters Score -8601405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -8601412.000000 Penalty: 5340.530762
	Iteration 60F: 3 clusters Score -8601412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -8601418.000000 Penalty: 5340.530762
	Iteration 61Q: 3 clusters Score -8601418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -8601411.000000 Penalty: 5340.530762
	Iteration 62Q: 3 clusters Score -8601411 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -8601423.000000 Penalty: 5340.530762
	Iteration 63Q: 3 clusters Score -8601423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -8601421.000000 Penalty: 5340.530762
	Iteration 64Q: 3 clusters Score -8601421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -8601420.000000 Penalty: 5340.530762
	Iteration 65Q: 3 clusters Score -8601420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -8601433.000000 Penalty: 5340.530762
	Iteration 66Q: 3 clusters Score -8601433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -8601429.000000 Penalty: 5340.530762
	Iteration 67Q: 3 clusters Score -8601429 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -8601431.000000 Penalty: 5340.530762
	Iteration 68Q: 3 clusters Score -8601431 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -8601433.000000 Penalty: 5340.530762
	Iteration 69Q: 3 clusters Score -8601433 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -8601444.000000 Penalty: 5340.530762
	Iteration 70Q: 3 clusters Score -8601444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36354 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -8601449.000000 Penalty: 5340.530762
	Iteration 71Q: 3 clusters Score -8601449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36372 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -8601474.000000 Penalty: 5340.530762
	Iteration 72Q: 3 clusters Score -8601474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -8601464.000000 Penalty: 5340.530762
	Iteration 73Q: 3 clusters Score -8601464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36401 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -8601456.000000 Penalty: 5340.530762
	Iteration 74Q: 3 clusters Score -8601456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -8601454.000000 Penalty: 5340.530762
	Iteration 75Q: 3 clusters Score -8601454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -8601459.000000 Penalty: 5340.530762
	Iteration 76Q: 3 clusters Score -8601459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -8601467.000000 Penalty: 5340.530762
	Iteration 77Q: 3 clusters Score -8601467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -8601464.000000 Penalty: 5340.530762
	Iteration 78Q: 3 clusters Score -8601464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -8601480.000000 Penalty: 5340.530762
	Iteration 79Q: 3 clusters Score -8601480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36479 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -8601491.000000 Penalty: 5340.530762
	Iteration 80F: 3 clusters Score -8601491 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -8601499.000000 Penalty: 5340.530762
	Iteration 81Q: 3 clusters Score -8601499 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -8601488.000000 Penalty: 5340.530762
	Iteration 82Q: 3 clusters Score -8601488 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36541 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -8601500.000000 Penalty: 5340.530762
	Iteration 83Q: 3 clusters Score -8601500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -8601513.000000 Penalty: 5340.530762
	Iteration 84Q: 3 clusters Score -8601513 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -8601495.000000 Penalty: 5340.530762
	Iteration 85Q: 3 clusters Score -8601495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -8601507.000000 Penalty: 5340.530762
	Iteration 86Q: 3 clusters Score -8601507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -8601504.000000 Penalty: 5340.530762
	Iteration 87Q: 3 clusters Score -8601504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -8601508.000000 Penalty: 5340.530762
	Iteration 88Q: 3 clusters Score -8601508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36612 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -8601500.000000 Penalty: 5340.530762
	Iteration 89Q: 3 clusters Score -8601500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -8601511.000000 Penalty: 5340.530762
	Iteration 90Q: 3 clusters Score -8601511 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -8601511.000000 Penalty: 5340.530762
	Iteration 91Q: 3 clusters Score -8601511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -8601515.000000 Penalty: 5340.530762
	Iteration 92Q: 3 clusters Score -8601515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -8601515.000000 Penalty: 5340.530762
	Iteration 93Q: 3 clusters Score -8601515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36678 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -8601510.000000 Penalty: 5340.530762
	Iteration 94Q: 3 clusters Score -8601510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -8601511.000000 Penalty: 5340.530762
	Iteration 95Q: 3 clusters Score -8601511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -8601527.000000 Penalty: 5340.530762
	Iteration 96Q: 3 clusters Score -8601527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -8601531.000000 Penalty: 5340.530762
	Iteration 97Q: 3 clusters Score -8601531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36713 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -8601519.000000 Penalty: 5340.530762
	Iteration 98Q: 3 clusters Score -8601519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -8601524.000000 Penalty: 5340.530762
	Iteration 99Q: 3 clusters Score -8601524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -8601528.000000 Penalty: 5340.530762
	Iteration 100F: 3 clusters Score -8601528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36731 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -8601527.000000 Penalty: 5340.530762
	Iteration 101Q: 3 clusters Score -8601527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -8601523.000000 Penalty: 5340.530762
	Iteration 102Q: 3 clusters Score -8601523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36746 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -8601526.000000 Penalty: 5340.530762
	Iteration 103Q: 3 clusters Score -8601526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36752 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -8601533.000000 Penalty: 5340.530762
	Iteration 104Q: 3 clusters Score -8601533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -8601521.000000 Penalty: 5340.530762
	Iteration 105Q: 3 clusters Score -8601521 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36768 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -8601517.000000 Penalty: 5340.530762
	Iteration 106Q: 3 clusters Score -8601517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -8601515.000000 Penalty: 5340.530762
	Iteration 107Q: 3 clusters Score -8601515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36774 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -8601516.000000 Penalty: 5340.530762
	Iteration 108Q: 3 clusters Score -8601516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -8601516.000000 Penalty: 5340.530762
	Iteration 109Q: 3 clusters Score -8601516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -8601513.000000 Penalty: 5340.530762
	Iteration 110Q: 3 clusters Score -8601513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -8601514.000000 Penalty: 5340.530762
	Iteration 111Q: 3 clusters Score -8601514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -8601513.000000 Penalty: 5340.530762
	Iteration 112Q: 3 clusters Score -8601513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -8601519.000000 Penalty: 5340.530762
	Iteration 113Q: 3 clusters Score -8601519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36789 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -8601521.000000 Penalty: 5340.530762
	Iteration 114Q: 3 clusters Score -8601521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -8601519.000000 Penalty: 5340.530762
	Iteration 115Q: 3 clusters Score -8601519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -8601525.000000 Penalty: 5340.530762
	Iteration 116Q: 3 clusters Score -8601525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -8601524.000000 Penalty: 5340.530762
	Iteration 117Q: 3 clusters Score -8601524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -8601523.000000 Penalty: 5340.530762
	Iteration 118Q: 3 clusters Score -8601523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -8601528.000000 Penalty: 5340.530762
	Iteration 119Q: 3 clusters Score -8601528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -8601524.000000 Penalty: 5340.530762
	Iteration 120F: 3 clusters Score -8601524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -8601524.000000 Penalty: 5340.530762
	Iteration 121Q: 3 clusters Score -8601524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -8601516.000000 Penalty: 5340.530762
	Iteration 122Q: 3 clusters Score -8601516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -8601512.000000 Penalty: 5340.530762
	Iteration 123Q: 3 clusters Score -8601512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -8601522.000000 Penalty: 5340.530762
	Iteration 124Q: 3 clusters Score -8601522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36829 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -8601533.000000 Penalty: 5340.530762
	Iteration 125Q: 3 clusters Score -8601533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -8601531.000000 Penalty: 5340.530762
	Iteration 126Q: 3 clusters Score -8601531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -8601531.000000 Penalty: 5340.530762
	Iteration 127Q: 3 clusters Score -8601531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -8601532.000000 Penalty: 5340.530762
	Iteration 128Q: 3 clusters Score -8601532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36843 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -8601533.000000 Penalty: 5340.530762
	Iteration 129Q: 3 clusters Score -8601533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -8601532.000000 Penalty: 5340.530762
	Iteration 130Q: 3 clusters Score -8601532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -8601531.000000 Penalty: 5340.530762
	Iteration 131Q: 3 clusters Score -8601531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36848 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -8601531.000000 Penalty: 5340.530762
	Iteration 132Q: 3 clusters Score -8601531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -8601529.000000 Penalty: 5340.530762
	Iteration 133Q: 3 clusters Score -8601529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36851 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -8601530.000000 Penalty: 5340.530762
	Iteration 134Q: 3 clusters Score -8601530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -8601524.000000 Penalty: 5340.530762
	Iteration 135Q: 3 clusters Score -8601524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36852 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -8601524.000000 Penalty: 5340.530762
	Iteration 136F: 3 clusters Score -8601524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -36811.179688 Penalty: 1512.322510
	Iteration 0F: 2 clusters Score -36811.18 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 210 members 
Entering Unmasked Estep 
Score: -35643.996094 Penalty: 3024.645020
	Iteration 0F: 3 clusters Score -35644 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -35969.261719 Penalty: 3024.645020
	Iteration 1F: 3 clusters Score -35969.26 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -36156.097656 Penalty: 3024.645020
	Iteration 2F: 3 clusters Score -36156.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -36282.292969 Penalty: 3024.645020
	Iteration 3Q: 3 clusters Score -36282.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -36386.054688 Penalty: 3024.645020
	Iteration 4Q: 3 clusters Score -36386.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -36501.570312 Penalty: 3024.645020
	Iteration 5Q: 3 clusters Score -36501.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -36572.109375 Penalty: 3024.645020
	Iteration 6Q: 3 clusters Score -36572.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -36587.078125 Penalty: 3024.645020
	Iteration 7Q: 3 clusters Score -36587.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -36598.175781 Penalty: 3024.645020
	Iteration 8Q: 3 clusters Score -36598.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -36601.730469 Penalty: 3024.645020
	Iteration 9Q: 3 clusters Score -36601.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -36601.730469 Penalty: 3024.645020
	Iteration 10F: 3 clusters Score -36601.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Entering Unmasked Estep 
Score: -8235262.500000 Penalty: 2657.814209
	Iteration 0F: 2 clusters Score -8235262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -8205962.000000 Penalty: 5315.628418
	Iteration 0F: 3 clusters Score -8205962 nChanged 20638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -8217229.500000 Penalty: 5315.628418
	Iteration 1F: 3 clusters Score -8217230 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -8217779.000000 Penalty: 5315.628418
	Iteration 2Q: 3 clusters Score -8217779 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -8218349.500000 Penalty: 5315.628418
	Iteration 3Q: 3 clusters Score -8218350 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -8219047.000000 Penalty: 5315.628418
	Iteration 4Q: 3 clusters Score -8219047 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -8220092.000000 Penalty: 5315.628418
	Iteration 5Q: 3 clusters Score -8220092 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -8221575.000000 Penalty: 5315.628418
	Iteration 6Q: 3 clusters Score -8221575 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -8223274.000000 Penalty: 5315.628418
	Iteration 7F: 3 clusters Score -8223274 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -8225192.000000 Penalty: 5315.628418
	Iteration 8F: 3 clusters Score -8225192 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -8226790.500000 Penalty: 5315.628418
	Iteration 9F: 3 clusters Score -8226790 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -8227787.500000 Penalty: 5315.628418
	Iteration 10Q: 3 clusters Score -8227788 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 18573 members 
Entering Unmasked Estep 
Score: -8228264.000000 Penalty: 5315.628418
	Iteration 11Q: 3 clusters Score -8228264 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -8228557.500000 Penalty: 5315.628418
	Iteration 12Q: 3 clusters Score -8228558 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -8228719.000000 Penalty: 5315.628418
	Iteration 13Q: 3 clusters Score -8228719 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -8228812.500000 Penalty: 5315.628418
	Iteration 14Q: 3 clusters Score -8228812 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -8228862.000000 Penalty: 5315.628418
	Iteration 15Q: 3 clusters Score -8228862 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -8228916.000000 Penalty: 5315.628418
	Iteration 16Q: 3 clusters Score -8228916 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 18811 members 
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Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 18917 members 
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Mstep: Class 1 contains 26103 members 
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Mstep: Class 1 contains 26022 members 
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	Iteration 21Q: 3 clusters Score -8229130 nChanged 256
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Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 19184 members 
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	Iteration 22Q: 3 clusters Score -8229160 nChanged 229
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Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 19245 members 
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Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 19332 members 
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Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 19419 members 
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Mstep: Class 1 contains 25608 members 
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Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 19604 members 
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	Iteration 27Q: 3 clusters Score -8229299 nChanged 184
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Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 19700 members 
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	Iteration 28Q: 3 clusters Score -8229316 nChanged 173
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Mstep: Class 1 contains 25211 members 
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Mstep: Class 1 contains 25087 members 
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Mstep: Class 1 contains 24938 members 
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Mstep: Class 1 contains 24794 members 
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Mstep: Class 1 contains 24495 members 
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Mstep: Class 1 contains 24321 members 
Mstep: Class 2 contains 20795 members 
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Mstep: Class 1 contains 24117 members 
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Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 21218 members 
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Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 21445 members 
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Mstep: Class 1 contains 23441 members 
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	Iteration 69Q: 3 clusters Score -8233812 nChanged 370
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Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 42724 members 
Entering Unmasked Estep 
Score: -8234610.000000 Penalty: 5315.628418
	Iteration 109Q: 3 clusters Score -8234610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -8234600.000000 Penalty: 5315.628418
	Iteration 110Q: 3 clusters Score -8234600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 42747 members 
Entering Unmasked Estep 
Score: -8234594.000000 Penalty: 5315.628418
	Iteration 111Q: 3 clusters Score -8234594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 42753 members 
Entering Unmasked Estep 
Score: -8234589.000000 Penalty: 5315.628418
	Iteration 112Q: 3 clusters Score -8234589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 42757 members 
Entering Unmasked Estep 
Score: -8234593.500000 Penalty: 5315.628418
	Iteration 113Q: 3 clusters Score -8234594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -8234596.000000 Penalty: 5315.628418
	Iteration 114Q: 3 clusters Score -8234596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 42765 members 
Entering Unmasked Estep 
Score: -8234594.000000 Penalty: 5315.628418
	Iteration 115Q: 3 clusters Score -8234594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 42768 members 
Entering Unmasked Estep 
Score: -8234593.000000 Penalty: 5315.628418
	Iteration 116Q: 3 clusters Score -8234593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -8234595.000000 Penalty: 5315.628418
	Iteration 117Q: 3 clusters Score -8234595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 42777 members 
Entering Unmasked Estep 
Score: -8234591.500000 Penalty: 5315.628418
	Iteration 118Q: 3 clusters Score -8234592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -8234590.000000 Penalty: 5315.628418
	Iteration 119Q: 3 clusters Score -8234590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 42782 members 
Entering Unmasked Estep 
Score: -8234593.500000 Penalty: 5315.628418
	Iteration 120F: 3 clusters Score -8234594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Entering Unmasked Estep 
Score: -232118.921875 Penalty: 1787.549316
	Iteration 0F: 2 clusters Score -232118.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -230037.843750 Penalty: 3575.098633
	Iteration 0F: 3 clusters Score -230037.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -230622.171875 Penalty: 3575.098633
	Iteration 1F: 3 clusters Score -230622.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -230874.218750 Penalty: 3575.098633
	Iteration 2F: 3 clusters Score -230874.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -231048.843750 Penalty: 3575.098633
	Iteration 3F: 3 clusters Score -231048.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -231190.906250 Penalty: 3575.098633
	Iteration 4Q: 3 clusters Score -231190.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -231283.640625 Penalty: 3575.098633
	Iteration 5Q: 3 clusters Score -231283.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -231329.687500 Penalty: 3575.098633
	Iteration 6Q: 3 clusters Score -231329.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -231353.375000 Penalty: 3575.098633
	Iteration 7Q: 3 clusters Score -231353.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -231380.281250 Penalty: 3575.098633
	Iteration 8Q: 3 clusters Score -231380.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -231427.890625 Penalty: 3575.098633
	Iteration 9Q: 3 clusters Score -231427.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -231501.750000 Penalty: 3575.098633
	Iteration 10Q: 3 clusters Score -231501.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -231592.125000 Penalty: 3575.098633
	Iteration 11Q: 3 clusters Score -231592.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -231697.984375 Penalty: 3575.098633
	Iteration 12Q: 3 clusters Score -231698 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -231823.750000 Penalty: 3575.098633
	Iteration 13Q: 3 clusters Score -231823.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -231953.656250 Penalty: 3575.098633
	Iteration 14Q: 3 clusters Score -231953.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -232069.609375 Penalty: 3575.098633
	Iteration 15Q: 3 clusters Score -232069.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -232170.203125 Penalty: 3575.098633
	Iteration 16Q: 3 clusters Score -232170.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -232310.500000 Penalty: 3575.098633
	Iteration 17Q: 3 clusters Score -232310.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -232468.984375 Penalty: 3575.098633
	Iteration 18Q: 3 clusters Score -232469 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -232533.609375 Penalty: 3575.098633
	Iteration 19Q: 3 clusters Score -232533.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -232547.546875 Penalty: 3575.098633
	Iteration 20F: 3 clusters Score -232547.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -232551.328125 Penalty: 3575.098633
	Iteration 21Q: 3 clusters Score -232551.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -232553.921875 Penalty: 3575.098633
	Iteration 22Q: 3 clusters Score -232553.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -232553.921875 Penalty: 3575.098633
	Iteration 23F: 3 clusters Score -232553.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45547 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47439 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45116 members 
Mstep: Class 7 contains 716 members 
Mstep: Class 8 contains 45478 members 
Mstep: Class 9 contains 2766 members 
Mstep: Class 10 contains 43750 members 
Mstep: Class 11 contains 43065 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46775 members 
Mstep: Class 14 contains 31055 members 
Mstep: Class 15 contains 46187 members 
Mstep: Class 16 contains 43123 members 
Mstep: Class 17 contains 43364 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 41100 members 
Mstep: Class 20 contains 46420 members 
Mstep: Class 21 contains 41770 members 
Mstep: Class 22 contains 634 members 
Entering Unmasked Estep 
Score: -111198248.000000 Penalty: 72750.632812
Splitting cluster 7 changes total score from -111199592.000000 to -111198248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (45478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45478 members 
Entering Unmasked Estep 
Score: -8409086.000000 Penalty: 2659.796143
	Iteration 0F: 2 clusters Score -8409086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -8379625.500000 Penalty: 5319.592285
	Iteration 0F: 3 clusters Score -8379626 nChanged 20981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -8391324.000000 Penalty: 5319.592285
	Iteration 1F: 3 clusters Score -8391324 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -8391815.000000 Penalty: 5319.592285
	Iteration 2Q: 3 clusters Score -8391815 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -8392334.000000 Penalty: 5319.592285
	Iteration 3Q: 3 clusters Score -8392334 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -8392942.000000 Penalty: 5319.592285
	Iteration 4Q: 3 clusters Score -8392942 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -8393833.000000 Penalty: 5319.592285
	Iteration 5Q: 3 clusters Score -8393833 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -8395114.000000 Penalty: 5319.592285
	Iteration 6F: 3 clusters Score -8395114 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -8397020.000000 Penalty: 5319.592285
	Iteration 7F: 3 clusters Score -8397020 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36679 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -8399900.000000 Penalty: 5319.592285
	Iteration 8F: 3 clusters Score -8399900 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -8402856.000000 Penalty: 5319.592285
	Iteration 9F: 3 clusters Score -8402856 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42788 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -8404959.000000 Penalty: 5319.592285
	Iteration 10F: 3 clusters Score -8404959 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -8406001.000000 Penalty: 5319.592285
	Iteration 11Q: 3 clusters Score -8406001 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -8406438.000000 Penalty: 5319.592285
	Iteration 12Q: 3 clusters Score -8406438 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45011 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8406645.000000 Penalty: 5319.592285
	Iteration 13Q: 3 clusters Score -8406645 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8406744.000000 Penalty: 5319.592285
	Iteration 14Q: 3 clusters Score -8406744 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45128 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -8406796.000000 Penalty: 5319.592285
	Iteration 15Q: 3 clusters Score -8406796 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45144 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -8406812.000000 Penalty: 5319.592285
	Iteration 16Q: 3 clusters Score -8406812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45157 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8406835.000000 Penalty: 5319.592285
	Iteration 17Q: 3 clusters Score -8406835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -8406854.000000 Penalty: 5319.592285
	Iteration 18Q: 3 clusters Score -8406854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45168 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -8406862.000000 Penalty: 5319.592285
	Iteration 19Q: 3 clusters Score -8406862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8406880.000000 Penalty: 5319.592285
	Iteration 20F: 3 clusters Score -8406880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45175 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8406891.000000 Penalty: 5319.592285
	Iteration 21Q: 3 clusters Score -8406891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8406894.000000 Penalty: 5319.592285
	Iteration 22Q: 3 clusters Score -8406894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8406894.000000 Penalty: 5319.592285
	Iteration 23F: 3 clusters Score -8406894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Entering Unmasked Estep 
Score: -463341.718750 Penalty: 1965.439087
	Iteration 0F: 2 clusters Score -463341.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -460242.875000 Penalty: 3930.878174
	Iteration 0F: 3 clusters Score -460242.9 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -460988.625000 Penalty: 3930.878174
	Iteration 1F: 3 clusters Score -460988.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -461352.250000 Penalty: 3930.878174
	Iteration 2F: 3 clusters Score -461352.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -461788.187500 Penalty: 3930.878174
	Iteration 3F: 3 clusters Score -461788.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -462191.375000 Penalty: 3930.878174
	Iteration 4F: 3 clusters Score -462191.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -462528.062500 Penalty: 3930.878174
	Iteration 5F: 3 clusters Score -462528.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -462847.781250 Penalty: 3930.878174
	Iteration 6F: 3 clusters Score -462847.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -463044.968750 Penalty: 3930.878174
	Iteration 7F: 3 clusters Score -463045 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -463167.750000 Penalty: 3930.878174
	Iteration 8Q: 3 clusters Score -463167.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -463247.406250 Penalty: 3930.878174
	Iteration 9Q: 3 clusters Score -463247.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -463296.375000 Penalty: 3930.878174
	Iteration 10Q: 3 clusters Score -463296.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -463323.093750 Penalty: 3930.878174
	Iteration 11Q: 3 clusters Score -463323.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -463351.625000 Penalty: 3930.878174
	Iteration 12Q: 3 clusters Score -463351.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -463383.843750 Penalty: 3930.878174
	Iteration 13Q: 3 clusters Score -463383.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -463421.812500 Penalty: 3930.878174
	Iteration 14Q: 3 clusters Score -463421.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -463455.125000 Penalty: 3930.878174
	Iteration 15Q: 3 clusters Score -463455.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -463487.562500 Penalty: 3930.878174
	Iteration 16Q: 3 clusters Score -463487.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -463519.406250 Penalty: 3930.878174
	Iteration 17Q: 3 clusters Score -463519.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -463548.812500 Penalty: 3930.878174
	Iteration 18Q: 3 clusters Score -463548.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -463572.218750 Penalty: 3930.878174
	Iteration 19Q: 3 clusters Score -463572.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -463592.375000 Penalty: 3930.878174
	Iteration 20F: 3 clusters Score -463592.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -463622.500000 Penalty: 3930.878174
	Iteration 21Q: 3 clusters Score -463622.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -463637.031250 Penalty: 3930.878174
	Iteration 22Q: 3 clusters Score -463637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -463645.718750 Penalty: 3930.878174
	Iteration 23Q: 3 clusters Score -463645.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -463651.781250 Penalty: 3930.878174
	Iteration 24Q: 3 clusters Score -463651.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -463660.343750 Penalty: 3930.878174
	Iteration 25Q: 3 clusters Score -463660.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -463668.156250 Penalty: 3930.878174
	Iteration 26Q: 3 clusters Score -463668.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -463671.750000 Penalty: 3930.878174
	Iteration 27Q: 3 clusters Score -463671.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -463674.718750 Penalty: 3930.878174
	Iteration 28Q: 3 clusters Score -463674.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -463676.562500 Penalty: 3930.878174
	Iteration 29Q: 3 clusters Score -463676.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -463677.125000 Penalty: 3930.878174
	Iteration 30Q: 3 clusters Score -463677.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -463678.312500 Penalty: 3930.878174
	Iteration 31Q: 3 clusters Score -463678.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -463677.750000 Penalty: 3930.878174
	Iteration 32Q: 3 clusters Score -463677.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -463678.937500 Penalty: 3930.878174
	Iteration 33Q: 3 clusters Score -463678.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -463678.937500 Penalty: 3930.878174
	Iteration 34F: 3 clusters Score -463678.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45547 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47439 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45116 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 45478 members 
Mstep: Class 9 contains 1609 members 
Mstep: Class 10 contains 43750 members 
Mstep: Class 11 contains 43065 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46775 members 
Mstep: Class 14 contains 31055 members 
Mstep: Class 15 contains 46187 members 
Mstep: Class 16 contains 43123 members 
Mstep: Class 17 contains 43364 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 41100 members 
Mstep: Class 20 contains 46420 members 
Mstep: Class 21 contains 41770 members 
Mstep: Class 22 contains 1157 members 
Entering Unmasked Estep 
Score: -111198344.000000 Penalty: 72750.632812
Splitting cluster 9 changes total score from -111199592.000000 to -111198344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (43750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Entering Unmasked Estep 
Score: -8145682.000000 Penalty: 2650.189209
	Iteration 0F: 2 clusters Score -8145682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -8117505.500000 Penalty: 5300.378418
	Iteration 0F: 3 clusters Score -8117506 nChanged 20237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -8128641.500000 Penalty: 5300.378418
	Iteration 1F: 3 clusters Score -8128642 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -8129046.500000 Penalty: 5300.378418
	Iteration 2Q: 3 clusters Score -8129046 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -8129382.500000 Penalty: 5300.378418
	Iteration 3Q: 3 clusters Score -8129382 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -8129684.500000 Penalty: 5300.378418
	Iteration 4Q: 3 clusters Score -8129684 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -8129931.500000 Penalty: 5300.378418
	Iteration 5Q: 3 clusters Score -8129932 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -8130088.000000 Penalty: 5300.378418
	Iteration 6Q: 3 clusters Score -8130088 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -8130250.500000 Penalty: 5300.378418
	Iteration 7Q: 3 clusters Score -8130250 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -8130440.500000 Penalty: 5300.378418
	Iteration 8Q: 3 clusters Score -8130440 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -8130667.000000 Penalty: 5300.378418
	Iteration 9Q: 3 clusters Score -8130667 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -8130928.000000 Penalty: 5300.378418
	Iteration 10Q: 3 clusters Score -8130928 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -8131295.000000 Penalty: 5300.378418
	Iteration 11Q: 3 clusters Score -8131295 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -8131895.000000 Penalty: 5300.378418
	Iteration 12Q: 3 clusters Score -8131895 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -8132826.500000 Penalty: 5300.378418
	Iteration 13Q: 3 clusters Score -8132826 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -8134283.000000 Penalty: 5300.378418
	Iteration 14F: 3 clusters Score -8134283 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -8136260.000000 Penalty: 5300.378418
	Iteration 15F: 3 clusters Score -8136260 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 37129 members 
Entering Unmasked Estep 
Score: -8138623.500000 Penalty: 5300.378418
	Iteration 16F: 3 clusters Score -8138624 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -8140641.500000 Penalty: 5300.378418
	Iteration 17F: 3 clusters Score -8140642 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
Score: -8142214.500000 Penalty: 5300.378418
	Iteration 18Q: 3 clusters Score -8142214 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 42584 members 
Entering Unmasked Estep 
Score: -8142920.000000 Penalty: 5300.378418
	Iteration 19Q: 3 clusters Score -8142920 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -8143172.000000 Penalty: 5300.378418
	Iteration 20F: 3 clusters Score -8143172 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -8143290.500000 Penalty: 5300.378418
	Iteration 21Q: 3 clusters Score -8143290 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 43322 members 
Entering Unmasked Estep 
Score: -8143365.000000 Penalty: 5300.378418
	Iteration 22Q: 3 clusters Score -8143365 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -8143413.500000 Penalty: 5300.378418
	Iteration 23Q: 3 clusters Score -8143414 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 43385 members 
Entering Unmasked Estep 
Score: -8143448.500000 Penalty: 5300.378418
	Iteration 24Q: 3 clusters Score -8143448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -8143455.500000 Penalty: 5300.378418
	Iteration 25Q: 3 clusters Score -8143456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 43403 members 
Entering Unmasked Estep 
Score: -8143461.500000 Penalty: 5300.378418
	Iteration 26Q: 3 clusters Score -8143462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 43406 members 
Entering Unmasked Estep 
Score: -8143481.000000 Penalty: 5300.378418
	Iteration 27Q: 3 clusters Score -8143481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -8143474.500000 Penalty: 5300.378418
	Iteration 28Q: 3 clusters Score -8143474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 43410 members 
Entering Unmasked Estep 
Score: -8143478.000000 Penalty: 5300.378418
	Iteration 29Q: 3 clusters Score -8143478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 43412 members 
Entering Unmasked Estep 
Score: -8143474.000000 Penalty: 5300.378418
	Iteration 30Q: 3 clusters Score -8143474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 43414 members 
Entering Unmasked Estep 
Score: -8143474.500000 Penalty: 5300.378418
	Iteration 31Q: 3 clusters Score -8143474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 43417 members 
Entering Unmasked Estep 
Score: -8143473.000000 Penalty: 5300.378418
	Iteration 32Q: 3 clusters Score -8143473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 43417 members 
Entering Unmasked Estep 
Score: -8143473.000000 Penalty: 5300.378418
	Iteration 33F: 3 clusters Score -8143473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (43065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Entering Unmasked Estep 
Score: -7876206.000000 Penalty: 2646.275391
	Iteration 0F: 2 clusters Score -7876206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -7847637.000000 Penalty: 5292.550781
	Iteration 0F: 3 clusters Score -7847637 nChanged 19677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -7858475.000000 Penalty: 5292.550781
	Iteration 1F: 3 clusters Score -7858475 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -7858902.500000 Penalty: 5292.550781
	Iteration 2Q: 3 clusters Score -7858902 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -7859272.500000 Penalty: 5292.550781
	Iteration 3Q: 3 clusters Score -7859272 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -7859633.500000 Penalty: 5292.550781
	Iteration 4Q: 3 clusters Score -7859634 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -7860018.000000 Penalty: 5292.550781
	Iteration 5Q: 3 clusters Score -7860018 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -7860481.000000 Penalty: 5292.550781
	Iteration 6Q: 3 clusters Score -7860481 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -7861206.000000 Penalty: 5292.550781
	Iteration 7Q: 3 clusters Score -7861206 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -7862335.500000 Penalty: 5292.550781
	Iteration 8F: 3 clusters Score -7862336 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -7864104.500000 Penalty: 5292.550781
	Iteration 9F: 3 clusters Score -7864104 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -7866418.500000 Penalty: 5292.550781
	Iteration 10F: 3 clusters Score -7866418 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -7869060.500000 Penalty: 5292.550781
	Iteration 11F: 3 clusters Score -7869060 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -7871360.000000 Penalty: 5292.550781
	Iteration 12F: 3 clusters Score -7871360 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -7872895.000000 Penalty: 5292.550781
	Iteration 13Q: 3 clusters Score -7872895 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 38752 members 
Entering Unmasked Estep 
Score: -7873657.500000 Penalty: 5292.550781
	Iteration 14Q: 3 clusters Score -7873658 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -7873999.000000 Penalty: 5292.550781
	Iteration 15Q: 3 clusters Score -7873999 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 39427 members 
Entering Unmasked Estep 
Score: -7874181.500000 Penalty: 5292.550781
	Iteration 16Q: 3 clusters Score -7874182 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -7874292.000000 Penalty: 5292.550781
	Iteration 17Q: 3 clusters Score -7874292 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -7874378.500000 Penalty: 5292.550781
	Iteration 18Q: 3 clusters Score -7874378 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 40002 members 
Entering Unmasked Estep 
Score: -7874433.500000 Penalty: 5292.550781
	Iteration 19Q: 3 clusters Score -7874434 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -7874446.500000 Penalty: 5292.550781
	Iteration 20F: 3 clusters Score -7874446 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 40209 members 
Entering Unmasked Estep 
Score: -7874482.500000 Penalty: 5292.550781
	Iteration 21Q: 3 clusters Score -7874482 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
Score: -7874485.000000 Penalty: 5292.550781
	Iteration 22Q: 3 clusters Score -7874485 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -7874502.500000 Penalty: 5292.550781
	Iteration 23Q: 3 clusters Score -7874502 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -7874508.000000 Penalty: 5292.550781
	Iteration 24Q: 3 clusters Score -7874508 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -7874512.000000 Penalty: 5292.550781
	Iteration 25Q: 3 clusters Score -7874512 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -7874528.500000 Penalty: 5292.550781
	Iteration 26Q: 3 clusters Score -7874528 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 40568 members 
Entering Unmasked Estep 
Score: -7874543.000000 Penalty: 5292.550781
	Iteration 27Q: 3 clusters Score -7874543 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -7874551.500000 Penalty: 5292.550781
	Iteration 28Q: 3 clusters Score -7874552 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -7874564.000000 Penalty: 5292.550781
	Iteration 29Q: 3 clusters Score -7874564 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 40678 members 
Entering Unmasked Estep 
Score: -7874580.000000 Penalty: 5292.550781
	Iteration 30Q: 3 clusters Score -7874580 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 40720 members 
Entering Unmasked Estep 
Score: -7874571.000000 Penalty: 5292.550781
	Iteration 31Q: 3 clusters Score -7874571 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -7874583.500000 Penalty: 5292.550781
	Iteration 32Q: 3 clusters Score -7874584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 40770 members 
Entering Unmasked Estep 
Score: -7874591.500000 Penalty: 5292.550781
	Iteration 33Q: 3 clusters Score -7874592 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 40790 members 
Entering Unmasked Estep 
Score: -7874584.000000 Penalty: 5292.550781
	Iteration 34Q: 3 clusters Score -7874584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -7874598.000000 Penalty: 5292.550781
	Iteration 35Q: 3 clusters Score -7874598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 40819 members 
Entering Unmasked Estep 
Score: -7874593.500000 Penalty: 5292.550781
	Iteration 36Q: 3 clusters Score -7874594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -7874599.000000 Penalty: 5292.550781
	Iteration 37Q: 3 clusters Score -7874599 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 40848 members 
Entering Unmasked Estep 
Score: -7874597.000000 Penalty: 5292.550781
	Iteration 38Q: 3 clusters Score -7874597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 40861 members 
Entering Unmasked Estep 
Score: -7874594.000000 Penalty: 5292.550781
	Iteration 39Q: 3 clusters Score -7874594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -7874598.000000 Penalty: 5292.550781
	Iteration 40F: 3 clusters Score -7874598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -7874606.000000 Penalty: 5292.550781
	Iteration 41Q: 3 clusters Score -7874606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 40895 members 
Entering Unmasked Estep 
Score: -7874602.500000 Penalty: 5292.550781
	Iteration 42Q: 3 clusters Score -7874602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -7874608.000000 Penalty: 5292.550781
	Iteration 43Q: 3 clusters Score -7874608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 40918 members 
Entering Unmasked Estep 
Score: -7874606.500000 Penalty: 5292.550781
	Iteration 44Q: 3 clusters Score -7874606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 40928 members 
Entering Unmasked Estep 
Score: -7874596.500000 Penalty: 5292.550781
	Iteration 45Q: 3 clusters Score -7874596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -7874598.000000 Penalty: 5292.550781
	Iteration 46Q: 3 clusters Score -7874598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -7874607.500000 Penalty: 5292.550781
	Iteration 47Q: 3 clusters Score -7874608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -7874604.000000 Penalty: 5292.550781
	Iteration 48Q: 3 clusters Score -7874604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -7874606.000000 Penalty: 5292.550781
	Iteration 49Q: 3 clusters Score -7874606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -7874608.000000 Penalty: 5292.550781
	Iteration 50Q: 3 clusters Score -7874608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 40977 members 
Entering Unmasked Estep 
Score: -7874616.000000 Penalty: 5292.550781
	Iteration 51Q: 3 clusters Score -7874616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -7874610.000000 Penalty: 5292.550781
	Iteration 52Q: 3 clusters Score -7874610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 40995 members 
Entering Unmasked Estep 
Score: -7874626.000000 Penalty: 5292.550781
	Iteration 53Q: 3 clusters Score -7874626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -7874628.000000 Penalty: 5292.550781
	Iteration 54Q: 3 clusters Score -7874628 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 41019 members 
Entering Unmasked Estep 
Score: -7874624.000000 Penalty: 5292.550781
	Iteration 55Q: 3 clusters Score -7874624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -7874626.000000 Penalty: 5292.550781
	Iteration 56Q: 3 clusters Score -7874626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 41039 members 
Entering Unmasked Estep 
Score: -7874632.000000 Penalty: 5292.550781
	Iteration 57Q: 3 clusters Score -7874632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 41055 members 
Entering Unmasked Estep 
Score: -7874629.500000 Penalty: 5292.550781
	Iteration 58Q: 3 clusters Score -7874630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -7874633.500000 Penalty: 5292.550781
	Iteration 59Q: 3 clusters Score -7874634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -7874630.500000 Penalty: 5292.550781
	Iteration 60F: 3 clusters Score -7874630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -7874639.500000 Penalty: 5292.550781
	Iteration 61Q: 3 clusters Score -7874640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 41110 members 
Entering Unmasked Estep 
Score: -7874652.500000 Penalty: 5292.550781
	Iteration 62Q: 3 clusters Score -7874652 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -7874650.500000 Penalty: 5292.550781
	Iteration 63Q: 3 clusters Score -7874650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 41137 members 
Entering Unmasked Estep 
Score: -7874649.500000 Penalty: 5292.550781
	Iteration 64Q: 3 clusters Score -7874650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 41148 members 
Entering Unmasked Estep 
Score: -7874638.000000 Penalty: 5292.550781
	Iteration 65Q: 3 clusters Score -7874638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -7874641.500000 Penalty: 5292.550781
	Iteration 66Q: 3 clusters Score -7874642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 41159 members 
Entering Unmasked Estep 
Score: -7874640.000000 Penalty: 5292.550781
	Iteration 67Q: 3 clusters Score -7874640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -7874639.000000 Penalty: 5292.550781
	Iteration 68Q: 3 clusters Score -7874639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -7874640.000000 Penalty: 5292.550781
	Iteration 69Q: 3 clusters Score -7874640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -7874643.000000 Penalty: 5292.550781
	Iteration 70Q: 3 clusters Score -7874643 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 41188 members 
Entering Unmasked Estep 
Score: -7874639.500000 Penalty: 5292.550781
	Iteration 71Q: 3 clusters Score -7874640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -7874640.500000 Penalty: 5292.550781
	Iteration 72Q: 3 clusters Score -7874640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -7874632.500000 Penalty: 5292.550781
	Iteration 73Q: 3 clusters Score -7874632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -7874644.000000 Penalty: 5292.550781
	Iteration 74Q: 3 clusters Score -7874644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -7874642.000000 Penalty: 5292.550781
	Iteration 75Q: 3 clusters Score -7874642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 41230 members 
Entering Unmasked Estep 
Score: -7874650.000000 Penalty: 5292.550781
	Iteration 76Q: 3 clusters Score -7874650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 41235 members 
Entering Unmasked Estep 
Score: -7874646.000000 Penalty: 5292.550781
	Iteration 77Q: 3 clusters Score -7874646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 41236 members 
Entering Unmasked Estep 
Score: -7874641.000000 Penalty: 5292.550781
	Iteration 78Q: 3 clusters Score -7874641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 41237 members 
Entering Unmasked Estep 
Score: -7874641.500000 Penalty: 5292.550781
	Iteration 79Q: 3 clusters Score -7874642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 41237 members 
Entering Unmasked Estep 
Score: -7874641.500000 Penalty: 5292.550781
	Iteration 80F: 3 clusters Score -7874642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -88868.484375 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -88868.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -87266.125000 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -87266.12 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -87780.796875 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -87780.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -88085.554688 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -88085.55 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -88439.726562 Penalty: 3292.729736
	Iteration 3F: 3 clusters Score -88439.73 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -88696.976562 Penalty: 3292.729736
	Iteration 4F: 3 clusters Score -88696.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -88823.468750 Penalty: 3292.729736
	Iteration 5Q: 3 clusters Score -88823.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -88878.039062 Penalty: 3292.729736
	Iteration 6Q: 3 clusters Score -88878.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -88904.390625 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -88904.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -88922.960938 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -88922.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -88935.359375 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -88935.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -88965.843750 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -88965.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -88984.578125 Penalty: 3292.729736
	Iteration 11Q: 3 clusters Score -88984.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -88995.507812 Penalty: 3292.729736
	Iteration 12Q: 3 clusters Score -88995.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -88995.507812 Penalty: 3292.729736
	Iteration 13F: 3 clusters Score -88995.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45547 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47439 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45116 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 45478 members 
Mstep: Class 9 contains 2766 members 
Mstep: Class 10 contains 43750 members 
Mstep: Class 11 contains 43065 members 
Mstep: Class 12 contains 348 members 
Mstep: Class 13 contains 46775 members 
Mstep: Class 14 contains 31055 members 
Mstep: Class 15 contains 46187 members 
Mstep: Class 16 contains 43123 members 
Mstep: Class 17 contains 43364 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 41100 members 
Mstep: Class 20 contains 46420 members 
Mstep: Class 21 contains 41770 members 
Mstep: Class 22 contains 416 members 
Entering Unmasked Estep 
Score: -111197720.000000 Penalty: 72750.632812
Splitting cluster 12 changes total score from -111199592.000000 to -111197720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (46775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46775 members 
Entering Unmasked Estep 
Score: -8588023.000000 Penalty: 2666.769775
	Iteration 0F: 2 clusters Score -8588023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -8560057.000000 Penalty: 5333.539551
	Iteration 0F: 3 clusters Score -8560057 nChanged 21458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -8571655.000000 Penalty: 5333.539551
	Iteration 1F: 3 clusters Score -8571655 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -8572157.000000 Penalty: 5333.539551
	Iteration 2Q: 3 clusters Score -8572157 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -8572519.000000 Penalty: 5333.539551
	Iteration 3Q: 3 clusters Score -8572519 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -8572855.000000 Penalty: 5333.539551
	Iteration 4Q: 3 clusters Score -8572855 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -8573191.000000 Penalty: 5333.539551
	Iteration 5Q: 3 clusters Score -8573191 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -8573588.000000 Penalty: 5333.539551
	Iteration 6Q: 3 clusters Score -8573588 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 25961 members 
Entering Unmasked Estep 
Score: -8574030.000000 Penalty: 5333.539551
	Iteration 7Q: 3 clusters Score -8574030 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -8574669.000000 Penalty: 5333.539551
	Iteration 8Q: 3 clusters Score -8574669 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -8575597.000000 Penalty: 5333.539551
	Iteration 9Q: 3 clusters Score -8575597 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -8577051.000000 Penalty: 5333.539551
	Iteration 10F: 3 clusters Score -8577051 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
Score: -8579483.000000 Penalty: 5333.539551
	Iteration 11F: 3 clusters Score -8579483 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -8582619.000000 Penalty: 5333.539551
	Iteration 12F: 3 clusters Score -8582619 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -8585256.000000 Penalty: 5333.539551
	Iteration 13F: 3 clusters Score -8585256 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
Score: -8586887.000000 Penalty: 5333.539551
	Iteration 14Q: 3 clusters Score -8586887 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 44305 members 
Entering Unmasked Estep 
Score: -8587168.000000 Penalty: 5333.539551
	Iteration 15Q: 3 clusters Score -8587168 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -8587110.000000 Penalty: 5333.539551
	Iteration 16Q: 3 clusters Score -8587110 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 45431 members 
Entering Unmasked Estep 
Score: -8587003.000000 Penalty: 5333.539551
	Iteration 17Q: 3 clusters Score -8587003 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
Score: -8586898.000000 Penalty: 5333.539551
	Iteration 18Q: 3 clusters Score -8586898 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 45829 members 
Entering Unmasked Estep 
Score: -8586819.000000 Penalty: 5333.539551
	Iteration 19Q: 3 clusters Score -8586819 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 45930 members 
Entering Unmasked Estep 
Score: -8586740.000000 Penalty: 5333.539551
	Iteration 20F: 3 clusters Score -8586740 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 45985 members 
Entering Unmasked Estep 
Score: -8586737.000000 Penalty: 5333.539551
	Iteration 21Q: 3 clusters Score -8586737 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 46023 members 
Entering Unmasked Estep 
Score: -8586723.000000 Penalty: 5333.539551
	Iteration 22Q: 3 clusters Score -8586723 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 46054 members 
Entering Unmasked Estep 
Score: -8586696.000000 Penalty: 5333.539551
	Iteration 23Q: 3 clusters Score -8586696 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 46075 members 
Entering Unmasked Estep 
Score: -8586700.000000 Penalty: 5333.539551
	Iteration 24Q: 3 clusters Score -8586700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -8586689.000000 Penalty: 5333.539551
	Iteration 25Q: 3 clusters Score -8586689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -8586683.000000 Penalty: 5333.539551
	Iteration 26Q: 3 clusters Score -8586683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -8586691.000000 Penalty: 5333.539551
	Iteration 27Q: 3 clusters Score -8586691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 46118 members 
Entering Unmasked Estep 
Score: -8586697.000000 Penalty: 5333.539551
	Iteration 28Q: 3 clusters Score -8586697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -8586677.000000 Penalty: 5333.539551
	Iteration 29Q: 3 clusters Score -8586677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 46139 members 
Entering Unmasked Estep 
Score: -8586664.000000 Penalty: 5333.539551
	Iteration 30Q: 3 clusters Score -8586664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 46146 members 
Entering Unmasked Estep 
Score: -8586670.000000 Penalty: 5333.539551
	Iteration 31Q: 3 clusters Score -8586670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 46153 members 
Entering Unmasked Estep 
Score: -8586670.000000 Penalty: 5333.539551
	Iteration 32Q: 3 clusters Score -8586670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 46160 members 
Entering Unmasked Estep 
Score: -8586667.000000 Penalty: 5333.539551
	Iteration 33Q: 3 clusters Score -8586667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -8586661.000000 Penalty: 5333.539551
	Iteration 34Q: 3 clusters Score -8586661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -8586661.000000 Penalty: 5333.539551
	Iteration 35Q: 3 clusters Score -8586661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 46176 members 
Entering Unmasked Estep 
Score: -8586654.000000 Penalty: 5333.539551
	Iteration 36Q: 3 clusters Score -8586654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 46181 members 
Entering Unmasked Estep 
Score: -8586648.000000 Penalty: 5333.539551
	Iteration 37Q: 3 clusters Score -8586648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 46185 members 
Entering Unmasked Estep 
Score: -8586637.000000 Penalty: 5333.539551
	Iteration 38Q: 3 clusters Score -8586637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 46189 members 
Entering Unmasked Estep 
Score: -8586634.000000 Penalty: 5333.539551
	Iteration 39Q: 3 clusters Score -8586634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 46191 members 
Entering Unmasked Estep 
Score: -8586637.000000 Penalty: 5333.539551
	Iteration 40F: 3 clusters Score -8586637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (31055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Entering Unmasked Estep 
Score: -5520947.500000 Penalty: 2565.191895
	Iteration 0F: 2 clusters Score -5520948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -5499680.000000 Penalty: 5130.383789
	Iteration 0F: 3 clusters Score -5499680 nChanged 13972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -5507223.500000 Penalty: 5130.383789
	Iteration 1F: 3 clusters Score -5507224 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -5507788.500000 Penalty: 5130.383789
	Iteration 2Q: 3 clusters Score -5507788 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -5508342.500000 Penalty: 5130.383789
	Iteration 3Q: 3 clusters Score -5508342 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -5509054.000000 Penalty: 5130.383789
	Iteration 4Q: 3 clusters Score -5509054 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -5509899.500000 Penalty: 5130.383789
	Iteration 5F: 3 clusters Score -5509900 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -5511161.000000 Penalty: 5130.383789
	Iteration 6F: 3 clusters Score -5511161 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -5512918.000000 Penalty: 5130.383789
	Iteration 7F: 3 clusters Score -5512918 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -5515002.500000 Penalty: 5130.383789
	Iteration 8F: 3 clusters Score -5515002 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -5516868.000000 Penalty: 5130.383789
	Iteration 9F: 3 clusters Score -5516868 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -5518032.000000 Penalty: 5130.383789
	Iteration 10Q: 3 clusters Score -5518032 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -5518721.500000 Penalty: 5130.383789
	Iteration 11Q: 3 clusters Score -5518722 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 29640 members 
Entering Unmasked Estep 
Score: -5519004.500000 Penalty: 5130.383789
	Iteration 12Q: 3 clusters Score -5519004 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -5519120.500000 Penalty: 5130.383789
	Iteration 13Q: 3 clusters Score -5519120 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -5519177.000000 Penalty: 5130.383789
	Iteration 14Q: 3 clusters Score -5519177 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -5519208.500000 Penalty: 5130.383789
	Iteration 15Q: 3 clusters Score -5519208 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -5519221.000000 Penalty: 5130.383789
	Iteration 16Q: 3 clusters Score -5519221 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -5519232.000000 Penalty: 5130.383789
	Iteration 17Q: 3 clusters Score -5519232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -5519239.500000 Penalty: 5130.383789
	Iteration 18Q: 3 clusters Score -5519240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 29969 members 
Entering Unmasked Estep 
Score: -5519245.500000 Penalty: 5130.383789
	Iteration 19Q: 3 clusters Score -5519246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -5519245.000000 Penalty: 5130.383789
	Iteration 20F: 3 clusters Score -5519245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -5519247.500000 Penalty: 5130.383789
	Iteration 21Q: 3 clusters Score -5519248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -5519248.500000 Penalty: 5130.383789
	Iteration 22Q: 3 clusters Score -5519248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -5519248.500000 Penalty: 5130.383789
	Iteration 23F: 3 clusters Score -5519248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (46187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46187 members 
Entering Unmasked Estep 
Score: -8414600.000000 Penalty: 2663.632568
	Iteration 0F: 2 clusters Score -8414600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -8384722.500000 Penalty: 5327.265137
	Iteration 0F: 3 clusters Score -8384722 nChanged 21134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 23084 members 
Entering Unmasked Estep 
Score: -8396278.000000 Penalty: 5327.265137
	Iteration 1F: 3 clusters Score -8396278 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -8396842.000000 Penalty: 5327.265137
	Iteration 2Q: 3 clusters Score -8396842 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -8397607.000000 Penalty: 5327.265137
	Iteration 3Q: 3 clusters Score -8397607 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -8398594.000000 Penalty: 5327.265137
	Iteration 4Q: 3 clusters Score -8398594 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -8399784.000000 Penalty: 5327.265137
	Iteration 5F: 3 clusters Score -8399784 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -8401198.000000 Penalty: 5327.265137
	Iteration 6F: 3 clusters Score -8401198 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -8402806.000000 Penalty: 5327.265137
	Iteration 7F: 3 clusters Score -8402806 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -8404704.000000 Penalty: 5327.265137
	Iteration 8F: 3 clusters Score -8404704 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -8406608.000000 Penalty: 5327.265137
	Iteration 9F: 3 clusters Score -8406608 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -8408105.000000 Penalty: 5327.265137
	Iteration 10F: 3 clusters Score -8408105 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -8409064.000000 Penalty: 5327.265137
	Iteration 11Q: 3 clusters Score -8409064 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -8409649.000000 Penalty: 5327.265137
	Iteration 12Q: 3 clusters Score -8409649 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -8410107.000000 Penalty: 5327.265137
	Iteration 13Q: 3 clusters Score -8410107 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -8410551.000000 Penalty: 5327.265137
	Iteration 14Q: 3 clusters Score -8410551 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35990 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -8411044.000000 Penalty: 5327.265137
	Iteration 15Q: 3 clusters Score -8411044 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36940 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -8411484.000000 Penalty: 5327.265137
	Iteration 16Q: 3 clusters Score -8411484 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -8411850.000000 Penalty: 5327.265137
	Iteration 17Q: 3 clusters Score -8411850 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -8412218.000000 Penalty: 5327.265137
	Iteration 18Q: 3 clusters Score -8412218 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -8412511.000000 Penalty: 5327.265137
	Iteration 19Q: 3 clusters Score -8412511 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -8412743.000000 Penalty: 5327.265137
	Iteration 20F: 3 clusters Score -8412743 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -8412930.000000 Penalty: 5327.265137
	Iteration 21Q: 3 clusters Score -8412930 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -8413102.000000 Penalty: 5327.265137
	Iteration 22Q: 3 clusters Score -8413102 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -8413236.000000 Penalty: 5327.265137
	Iteration 23Q: 3 clusters Score -8413236 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41721 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -8413317.000000 Penalty: 5327.265137
	Iteration 24Q: 3 clusters Score -8413317 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -8413404.000000 Penalty: 5327.265137
	Iteration 25Q: 3 clusters Score -8413404 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -8413518.000000 Penalty: 5327.265137
	Iteration 26Q: 3 clusters Score -8413518 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -8413569.000000 Penalty: 5327.265137
	Iteration 27Q: 3 clusters Score -8413569 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42989 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -8413597.000000 Penalty: 5327.265137
	Iteration 28Q: 3 clusters Score -8413597 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -8413637.000000 Penalty: 5327.265137
	Iteration 29Q: 3 clusters Score -8413637 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43361 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -8413655.000000 Penalty: 5327.265137
	Iteration 30Q: 3 clusters Score -8413655 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -8413672.000000 Penalty: 5327.265137
	Iteration 31Q: 3 clusters Score -8413672 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -8413683.000000 Penalty: 5327.265137
	Iteration 32Q: 3 clusters Score -8413683 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43719 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -8413694.000000 Penalty: 5327.265137
	Iteration 33Q: 3 clusters Score -8413694 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43816 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -8413693.000000 Penalty: 5327.265137
	Iteration 34Q: 3 clusters Score -8413693 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -8413694.000000 Penalty: 5327.265137
	Iteration 35Q: 3 clusters Score -8413694 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -8413712.000000 Penalty: 5327.265137
	Iteration 36Q: 3 clusters Score -8413712 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -8413702.000000 Penalty: 5327.265137
	Iteration 37Q: 3 clusters Score -8413702 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -8413707.000000 Penalty: 5327.265137
	Iteration 38Q: 3 clusters Score -8413707 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -8413686.000000 Penalty: 5327.265137
	Iteration 39Q: 3 clusters Score -8413686 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44076 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -8413683.000000 Penalty: 5327.265137
	Iteration 40F: 3 clusters Score -8413683 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44104 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -8413681.000000 Penalty: 5327.265137
	Iteration 41Q: 3 clusters Score -8413681 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -8413662.000000 Penalty: 5327.265137
	Iteration 42Q: 3 clusters Score -8413662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -8413664.000000 Penalty: 5327.265137
	Iteration 43Q: 3 clusters Score -8413664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44154 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -8413672.000000 Penalty: 5327.265137
	Iteration 44Q: 3 clusters Score -8413672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -8413673.000000 Penalty: 5327.265137
	Iteration 45Q: 3 clusters Score -8413673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -8413675.000000 Penalty: 5327.265137
	Iteration 46Q: 3 clusters Score -8413675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44182 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -8413684.000000 Penalty: 5327.265137
	Iteration 47Q: 3 clusters Score -8413684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44194 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -8413681.000000 Penalty: 5327.265137
	Iteration 48Q: 3 clusters Score -8413681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -8413684.000000 Penalty: 5327.265137
	Iteration 49Q: 3 clusters Score -8413684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -8413697.000000 Penalty: 5327.265137
	Iteration 50Q: 3 clusters Score -8413697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -8413696.000000 Penalty: 5327.265137
	Iteration 51Q: 3 clusters Score -8413696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44240 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -8413694.000000 Penalty: 5327.265137
	Iteration 52Q: 3 clusters Score -8413694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44249 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -8413703.000000 Penalty: 5327.265137
	Iteration 53Q: 3 clusters Score -8413703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44254 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -8413694.000000 Penalty: 5327.265137
	Iteration 54Q: 3 clusters Score -8413694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -8413694.000000 Penalty: 5327.265137
	Iteration 55Q: 3 clusters Score -8413694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44258 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -8413698.000000 Penalty: 5327.265137
	Iteration 56Q: 3 clusters Score -8413698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44260 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -8413689.000000 Penalty: 5327.265137
	Iteration 57Q: 3 clusters Score -8413689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44264 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -8413696.000000 Penalty: 5327.265137
	Iteration 58Q: 3 clusters Score -8413696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44267 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -8413685.000000 Penalty: 5327.265137
	Iteration 59Q: 3 clusters Score -8413685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44270 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -8413680.000000 Penalty: 5327.265137
	Iteration 60F: 3 clusters Score -8413680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -8413674.000000 Penalty: 5327.265137
	Iteration 61Q: 3 clusters Score -8413674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -8413679.000000 Penalty: 5327.265137
	Iteration 62Q: 3 clusters Score -8413679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44288 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -8413680.000000 Penalty: 5327.265137
	Iteration 63Q: 3 clusters Score -8413680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44292 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -8413671.000000 Penalty: 5327.265137
	Iteration 64Q: 3 clusters Score -8413671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44296 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -8413676.000000 Penalty: 5327.265137
	Iteration 65Q: 3 clusters Score -8413676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44301 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -8413670.000000 Penalty: 5327.265137
	Iteration 66Q: 3 clusters Score -8413670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44305 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -8413681.000000 Penalty: 5327.265137
	Iteration 67Q: 3 clusters Score -8413681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -8413678.000000 Penalty: 5327.265137
	Iteration 68Q: 3 clusters Score -8413678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44312 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -8413678.000000 Penalty: 5327.265137
	Iteration 69Q: 3 clusters Score -8413678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44315 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -8413675.000000 Penalty: 5327.265137
	Iteration 70Q: 3 clusters Score -8413675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -8413676.000000 Penalty: 5327.265137
	Iteration 71Q: 3 clusters Score -8413676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -8413673.000000 Penalty: 5327.265137
	Iteration 72Q: 3 clusters Score -8413673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -8413673.000000 Penalty: 5327.265137
	Iteration 73F: 3 clusters Score -8413673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (43123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Entering Unmasked Estep 
Score: -7863643.000000 Penalty: 2646.609375
	Iteration 0F: 2 clusters Score -7863643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -7834663.500000 Penalty: 5293.218750
	Iteration 0F: 3 clusters Score -7834664 nChanged 19847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -7845621.000000 Penalty: 5293.218750
	Iteration 1F: 3 clusters Score -7845621 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -7846558.000000 Penalty: 5293.218750
	Iteration 2F: 3 clusters Score -7846558 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -7847829.000000 Penalty: 5293.218750
	Iteration 3F: 3 clusters Score -7847829 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -7849505.000000 Penalty: 5293.218750
	Iteration 4F: 3 clusters Score -7849505 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -7851593.500000 Penalty: 5293.218750
	Iteration 5F: 3 clusters Score -7851594 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -7854057.000000 Penalty: 5293.218750
	Iteration 6F: 3 clusters Score -7854057 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -7856496.000000 Penalty: 5293.218750
	Iteration 7F: 3 clusters Score -7856496 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -7858361.000000 Penalty: 5293.218750
	Iteration 8F: 3 clusters Score -7858361 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -7859407.500000 Penalty: 5293.218750
	Iteration 9Q: 3 clusters Score -7859408 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -7859944.500000 Penalty: 5293.218750
	Iteration 10Q: 3 clusters Score -7859944 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -7860262.000000 Penalty: 5293.218750
	Iteration 11Q: 3 clusters Score -7860262 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -7860480.000000 Penalty: 5293.218750
	Iteration 12Q: 3 clusters Score -7860480 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -7860689.500000 Penalty: 5293.218750
	Iteration 13Q: 3 clusters Score -7860690 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34803 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -7860880.500000 Penalty: 5293.218750
	Iteration 14Q: 3 clusters Score -7860880 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -7861033.000000 Penalty: 5293.218750
	Iteration 15Q: 3 clusters Score -7861033 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -7861170.000000 Penalty: 5293.218750
	Iteration 16Q: 3 clusters Score -7861170 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -7861325.500000 Penalty: 5293.218750
	Iteration 17Q: 3 clusters Score -7861326 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -7861457.000000 Penalty: 5293.218750
	Iteration 18Q: 3 clusters Score -7861457 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -7861544.000000 Penalty: 5293.218750
	Iteration 19Q: 3 clusters Score -7861544 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -7861667.500000 Penalty: 5293.218750
	Iteration 20F: 3 clusters Score -7861668 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -7861759.000000 Penalty: 5293.218750
	Iteration 21Q: 3 clusters Score -7861759 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37252 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -7861858.500000 Penalty: 5293.218750
	Iteration 22Q: 3 clusters Score -7861858 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -7861934.500000 Penalty: 5293.218750
	Iteration 23Q: 3 clusters Score -7861934 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -7861980.000000 Penalty: 5293.218750
	Iteration 24Q: 3 clusters Score -7861980 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -7862029.000000 Penalty: 5293.218750
	Iteration 25Q: 3 clusters Score -7862029 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -7862053.500000 Penalty: 5293.218750
	Iteration 26Q: 3 clusters Score -7862054 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -7862094.000000 Penalty: 5293.218750
	Iteration 27Q: 3 clusters Score -7862094 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -7862111.000000 Penalty: 5293.218750
	Iteration 28Q: 3 clusters Score -7862111 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38183 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -7862126.000000 Penalty: 5293.218750
	Iteration 29Q: 3 clusters Score -7862126 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38263 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -7862148.500000 Penalty: 5293.218750
	Iteration 30Q: 3 clusters Score -7862148 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -7862174.000000 Penalty: 5293.218750
	Iteration 31Q: 3 clusters Score -7862174 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38424 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -7862180.000000 Penalty: 5293.218750
	Iteration 32Q: 3 clusters Score -7862180 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -7862196.500000 Penalty: 5293.218750
	Iteration 33Q: 3 clusters Score -7862196 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -7862214.000000 Penalty: 5293.218750
	Iteration 34Q: 3 clusters Score -7862214 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -7862216.000000 Penalty: 5293.218750
	Iteration 35Q: 3 clusters Score -7862216 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -7862221.000000 Penalty: 5293.218750
	Iteration 36Q: 3 clusters Score -7862221 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -7862246.500000 Penalty: 5293.218750
	Iteration 37Q: 3 clusters Score -7862246 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -7862230.000000 Penalty: 5293.218750
	Iteration 38Q: 3 clusters Score -7862230 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38823 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -7862232.000000 Penalty: 5293.218750
	Iteration 39Q: 3 clusters Score -7862232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -7862229.500000 Penalty: 5293.218750
	Iteration 40F: 3 clusters Score -7862230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -7862231.000000 Penalty: 5293.218750
	Iteration 41Q: 3 clusters Score -7862231 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -7862237.000000 Penalty: 5293.218750
	Iteration 42Q: 3 clusters Score -7862237 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -7862245.500000 Penalty: 5293.218750
	Iteration 43Q: 3 clusters Score -7862246 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -7862230.000000 Penalty: 5293.218750
	Iteration 44Q: 3 clusters Score -7862230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -7862238.000000 Penalty: 5293.218750
	Iteration 45Q: 3 clusters Score -7862238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38992 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -7862235.000000 Penalty: 5293.218750
	Iteration 46Q: 3 clusters Score -7862235 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39007 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -7862247.000000 Penalty: 5293.218750
	Iteration 47Q: 3 clusters Score -7862247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -7862251.000000 Penalty: 5293.218750
	Iteration 48Q: 3 clusters Score -7862251 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -7862244.000000 Penalty: 5293.218750
	Iteration 49Q: 3 clusters Score -7862244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -7862251.000000 Penalty: 5293.218750
	Iteration 50Q: 3 clusters Score -7862251 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -7862247.000000 Penalty: 5293.218750
	Iteration 51Q: 3 clusters Score -7862247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -7862243.000000 Penalty: 5293.218750
	Iteration 52Q: 3 clusters Score -7862243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -7862236.500000 Penalty: 5293.218750
	Iteration 53Q: 3 clusters Score -7862236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -7862236.500000 Penalty: 5293.218750
	Iteration 54Q: 3 clusters Score -7862236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -7862258.000000 Penalty: 5293.218750
	Iteration 55Q: 3 clusters Score -7862258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -7862263.000000 Penalty: 5293.218750
	Iteration 56Q: 3 clusters Score -7862263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39168 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -7862253.000000 Penalty: 5293.218750
	Iteration 57Q: 3 clusters Score -7862253 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -7862253.500000 Penalty: 5293.218750
	Iteration 58Q: 3 clusters Score -7862254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -7862258.500000 Penalty: 5293.218750
	Iteration 59Q: 3 clusters Score -7862258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -7862275.500000 Penalty: 5293.218750
	Iteration 60F: 3 clusters Score -7862276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39225 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -7862266.500000 Penalty: 5293.218750
	Iteration 61Q: 3 clusters Score -7862266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -7862256.500000 Penalty: 5293.218750
	Iteration 62Q: 3 clusters Score -7862256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39250 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -7862267.000000 Penalty: 5293.218750
	Iteration 63Q: 3 clusters Score -7862267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39265 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -7862270.000000 Penalty: 5293.218750
	Iteration 64Q: 3 clusters Score -7862270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39279 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -7862274.000000 Penalty: 5293.218750
	Iteration 65Q: 3 clusters Score -7862274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -7862288.000000 Penalty: 5293.218750
	Iteration 66Q: 3 clusters Score -7862288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -7862287.500000 Penalty: 5293.218750
	Iteration 67Q: 3 clusters Score -7862288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39299 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -7862285.000000 Penalty: 5293.218750
	Iteration 68Q: 3 clusters Score -7862285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -7862286.000000 Penalty: 5293.218750
	Iteration 69Q: 3 clusters Score -7862286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -7862282.500000 Penalty: 5293.218750
	Iteration 70Q: 3 clusters Score -7862282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -7862278.000000 Penalty: 5293.218750
	Iteration 71Q: 3 clusters Score -7862278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -7862278.000000 Penalty: 5293.218750
	Iteration 72F: 3 clusters Score -7862278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43364 members 
Entering Unmasked Estep 
Score: -7913690.000000 Penalty: 2647.991455
	Iteration 0F: 2 clusters Score -7913690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -7884696.500000 Penalty: 5295.982910
	Iteration 0F: 3 clusters Score -7884696 nChanged 19900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -7896062.000000 Penalty: 5295.982910
	Iteration 1F: 3 clusters Score -7896062 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -7897337.000000 Penalty: 5295.982910
	Iteration 2F: 3 clusters Score -7897337 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -7899088.000000 Penalty: 5295.982910
	Iteration 3F: 3 clusters Score -7899088 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -7901097.000000 Penalty: 5295.982910
	Iteration 4F: 3 clusters Score -7901097 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -7903154.000000 Penalty: 5295.982910
	Iteration 5F: 3 clusters Score -7903154 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -7905310.000000 Penalty: 5295.982910
	Iteration 6F: 3 clusters Score -7905310 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -7907423.500000 Penalty: 5295.982910
	Iteration 7F: 3 clusters Score -7907424 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -7909276.000000 Penalty: 5295.982910
	Iteration 8Q: 3 clusters Score -7909276 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -7910164.500000 Penalty: 5295.982910
	Iteration 9Q: 3 clusters Score -7910164 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 32931 members 
Entering Unmasked Estep 
Score: -7910554.500000 Penalty: 5295.982910
	Iteration 10Q: 3 clusters Score -7910554 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 33554 members 
Entering Unmasked Estep 
Score: -7910865.000000 Penalty: 5295.982910
	Iteration 11Q: 3 clusters Score -7910865 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 34117 members 
Entering Unmasked Estep 
Score: -7911031.000000 Penalty: 5295.982910
	Iteration 12Q: 3 clusters Score -7911031 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -7911180.000000 Penalty: 5295.982910
	Iteration 13Q: 3 clusters Score -7911180 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -7911325.500000 Penalty: 5295.982910
	Iteration 14Q: 3 clusters Score -7911326 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -7911450.500000 Penalty: 5295.982910
	Iteration 15Q: 3 clusters Score -7911450 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -7911587.000000 Penalty: 5295.982910
	Iteration 16Q: 3 clusters Score -7911587 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -7911697.500000 Penalty: 5295.982910
	Iteration 17Q: 3 clusters Score -7911698 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -7911773.000000 Penalty: 5295.982910
	Iteration 18Q: 3 clusters Score -7911773 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -7911923.500000 Penalty: 5295.982910
	Iteration 19Q: 3 clusters Score -7911924 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 37334 members 
Entering Unmasked Estep 
Score: -7912007.500000 Penalty: 5295.982910
	Iteration 20F: 3 clusters Score -7912008 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -7912080.500000 Penalty: 5295.982910
	Iteration 21Q: 3 clusters Score -7912080 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -7912136.500000 Penalty: 5295.982910
	Iteration 22Q: 3 clusters Score -7912136 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -7912214.000000 Penalty: 5295.982910
	Iteration 23Q: 3 clusters Score -7912214 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 38417 members 
Entering Unmasked Estep 
Score: -7912224.000000 Penalty: 5295.982910
	Iteration 24Q: 3 clusters Score -7912224 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -7912244.000000 Penalty: 5295.982910
	Iteration 25Q: 3 clusters Score -7912244 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
Score: -7912295.500000 Penalty: 5295.982910
	Iteration 26Q: 3 clusters Score -7912296 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -7912305.500000 Penalty: 5295.982910
	Iteration 27Q: 3 clusters Score -7912306 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 39103 members 
Entering Unmasked Estep 
Score: -7912302.500000 Penalty: 5295.982910
	Iteration 28Q: 3 clusters Score -7912302 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -7912355.500000 Penalty: 5295.982910
	Iteration 29Q: 3 clusters Score -7912356 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 39354 members 
Entering Unmasked Estep 
Score: -7912356.000000 Penalty: 5295.982910
	Iteration 30Q: 3 clusters Score -7912356 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -7912398.500000 Penalty: 5295.982910
	Iteration 31Q: 3 clusters Score -7912398 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 39614 members 
Entering Unmasked Estep 
Score: -7912419.500000 Penalty: 5295.982910
	Iteration 32Q: 3 clusters Score -7912420 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -7912433.500000 Penalty: 5295.982910
	Iteration 33Q: 3 clusters Score -7912434 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 39818 members 
Entering Unmasked Estep 
Score: -7912433.500000 Penalty: 5295.982910
	Iteration 34Q: 3 clusters Score -7912434 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -7912410.000000 Penalty: 5295.982910
	Iteration 35Q: 3 clusters Score -7912410 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -7912430.000000 Penalty: 5295.982910
	Iteration 36Q: 3 clusters Score -7912430 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 40043 members 
Entering Unmasked Estep 
Score: -7912453.000000 Penalty: 5295.982910
	Iteration 37Q: 3 clusters Score -7912453 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 40102 members 
Entering Unmasked Estep 
Score: -7912450.500000 Penalty: 5295.982910
	Iteration 38Q: 3 clusters Score -7912450 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -7912465.000000 Penalty: 5295.982910
	Iteration 39Q: 3 clusters Score -7912465 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 40208 members 
Entering Unmasked Estep 
Score: -7912450.500000 Penalty: 5295.982910
	Iteration 40F: 3 clusters Score -7912450 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -7912472.500000 Penalty: 5295.982910
	Iteration 41Q: 3 clusters Score -7912472 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 40314 members 
Entering Unmasked Estep 
Score: -7912470.000000 Penalty: 5295.982910
	Iteration 42Q: 3 clusters Score -7912470 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 40368 members 
Entering Unmasked Estep 
Score: -7912484.500000 Penalty: 5295.982910
	Iteration 43Q: 3 clusters Score -7912484 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
Score: -7912482.000000 Penalty: 5295.982910
	Iteration 44Q: 3 clusters Score -7912482 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -7912508.500000 Penalty: 5295.982910
	Iteration 45Q: 3 clusters Score -7912508 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 40507 members 
Entering Unmasked Estep 
Score: -7912508.000000 Penalty: 5295.982910
	Iteration 46Q: 3 clusters Score -7912508 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
Score: -7912505.000000 Penalty: 5295.982910
	Iteration 47Q: 3 clusters Score -7912505 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
Score: -7912516.500000 Penalty: 5295.982910
	Iteration 48Q: 3 clusters Score -7912516 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -7912519.500000 Penalty: 5295.982910
	Iteration 49Q: 3 clusters Score -7912520 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -7912533.500000 Penalty: 5295.982910
	Iteration 50Q: 3 clusters Score -7912534 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -7912538.000000 Penalty: 5295.982910
	Iteration 51Q: 3 clusters Score -7912538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
Score: -7912536.500000 Penalty: 5295.982910
	Iteration 52Q: 3 clusters Score -7912536 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 40716 members 
Entering Unmasked Estep 
Score: -7912530.000000 Penalty: 5295.982910
	Iteration 53Q: 3 clusters Score -7912530 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -7912535.000000 Penalty: 5295.982910
	Iteration 54Q: 3 clusters Score -7912535 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -7912539.000000 Penalty: 5295.982910
	Iteration 55Q: 3 clusters Score -7912539 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -7912561.000000 Penalty: 5295.982910
	Iteration 56Q: 3 clusters Score -7912561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -7912553.500000 Penalty: 5295.982910
	Iteration 57Q: 3 clusters Score -7912554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 40831 members 
Entering Unmasked Estep 
Score: -7912555.000000 Penalty: 5295.982910
	Iteration 58Q: 3 clusters Score -7912555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -7912556.500000 Penalty: 5295.982910
	Iteration 59Q: 3 clusters Score -7912556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -7912555.000000 Penalty: 5295.982910
	Iteration 60F: 3 clusters Score -7912555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -7912561.500000 Penalty: 5295.982910
	Iteration 61Q: 3 clusters Score -7912562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -7912563.500000 Penalty: 5295.982910
	Iteration 62Q: 3 clusters Score -7912564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -7912557.000000 Penalty: 5295.982910
	Iteration 63Q: 3 clusters Score -7912557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -7912555.500000 Penalty: 5295.982910
	Iteration 64Q: 3 clusters Score -7912556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -7912554.500000 Penalty: 5295.982910
	Iteration 65Q: 3 clusters Score -7912554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -7912554.500000 Penalty: 5295.982910
	Iteration 66Q: 3 clusters Score -7912554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -7912554.500000 Penalty: 5295.982910
	Iteration 67F: 3 clusters Score -7912554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -105740.554688 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -105740.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -104130.328125 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -104130.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -104431.914062 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -104431.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -104609.664062 Penalty: 3193.917725
	Iteration 2F: 3 clusters Score -104609.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -104755.867188 Penalty: 3193.917725
	Iteration 3Q: 3 clusters Score -104755.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -104905.992188 Penalty: 3193.917725
	Iteration 4Q: 3 clusters Score -104906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -104964.992188 Penalty: 3193.917725
	Iteration 5Q: 3 clusters Score -104965 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -104994.890625 Penalty: 3193.917725
	Iteration 6Q: 3 clusters Score -104994.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -105016.789062 Penalty: 3193.917725
	Iteration 7Q: 3 clusters Score -105016.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -105029.437500 Penalty: 3193.917725
	Iteration 8Q: 3 clusters Score -105029.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -105034.945312 Penalty: 3193.917725
	Iteration 9Q: 3 clusters Score -105034.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -105045.929688 Penalty: 3193.917725
	Iteration 10Q: 3 clusters Score -105045.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -105048.929688 Penalty: 3193.917725
	Iteration 11Q: 3 clusters Score -105048.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -105054.296875 Penalty: 3193.917725
	Iteration 12Q: 3 clusters Score -105054.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -105054.296875 Penalty: 3193.917725
	Iteration 13F: 3 clusters Score -105054.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (41100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Entering Unmasked Estep 
Score: -7536321.000000 Penalty: 2634.693359
	Iteration 0F: 2 clusters Score -7536321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -7508803.500000 Penalty: 5269.386719
	Iteration 0F: 3 clusters Score -7508804 nChanged 18858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -7518939.500000 Penalty: 5269.386719
	Iteration 1F: 3 clusters Score -7518940 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -7519348.000000 Penalty: 5269.386719
	Iteration 2Q: 3 clusters Score -7519348 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -7519817.500000 Penalty: 5269.386719
	Iteration 3Q: 3 clusters Score -7519818 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -7520317.000000 Penalty: 5269.386719
	Iteration 4Q: 3 clusters Score -7520317 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -7521144.500000 Penalty: 5269.386719
	Iteration 5Q: 3 clusters Score -7521144 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -7522447.000000 Penalty: 5269.386719
	Iteration 6F: 3 clusters Score -7522447 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -7524443.000000 Penalty: 5269.386719
	Iteration 7F: 3 clusters Score -7524443 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -7527113.500000 Penalty: 5269.386719
	Iteration 8F: 3 clusters Score -7527114 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 35341 members 
Entering Unmasked Estep 
Score: -7529881.500000 Penalty: 5269.386719
	Iteration 9F: 3 clusters Score -7529882 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -7531836.500000 Penalty: 5269.386719
	Iteration 10F: 3 clusters Score -7531836 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -7533102.500000 Penalty: 5269.386719
	Iteration 11Q: 3 clusters Score -7533102 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 39267 members 
Entering Unmasked Estep 
Score: -7533753.000000 Penalty: 5269.386719
	Iteration 12Q: 3 clusters Score -7533753 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 39556 members 
Entering Unmasked Estep 
Score: -7534080.500000 Penalty: 5269.386719
	Iteration 13Q: 3 clusters Score -7534080 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -7534224.000000 Penalty: 5269.386719
	Iteration 14Q: 3 clusters Score -7534224 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -7534301.500000 Penalty: 5269.386719
	Iteration 15Q: 3 clusters Score -7534302 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 39822 members 
Entering Unmasked Estep 
Score: -7534311.500000 Penalty: 5269.386719
	Iteration 16Q: 3 clusters Score -7534312 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -7534352.500000 Penalty: 5269.386719
	Iteration 17Q: 3 clusters Score -7534352 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -7534365.000000 Penalty: 5269.386719
	Iteration 18Q: 3 clusters Score -7534365 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -7534374.000000 Penalty: 5269.386719
	Iteration 19Q: 3 clusters Score -7534374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -7534387.000000 Penalty: 5269.386719
	Iteration 20F: 3 clusters Score -7534387 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -7534371.500000 Penalty: 5269.386719
	Iteration 21Q: 3 clusters Score -7534372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 40002 members 
Entering Unmasked Estep 
Score: -7534390.500000 Penalty: 5269.386719
	Iteration 22Q: 3 clusters Score -7534390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -7534396.000000 Penalty: 5269.386719
	Iteration 23Q: 3 clusters Score -7534396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -7534406.000000 Penalty: 5269.386719
	Iteration 24Q: 3 clusters Score -7534406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -7534403.000000 Penalty: 5269.386719
	Iteration 25Q: 3 clusters Score -7534403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -7534402.500000 Penalty: 5269.386719
	Iteration 26Q: 3 clusters Score -7534402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -7534417.500000 Penalty: 5269.386719
	Iteration 27Q: 3 clusters Score -7534418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -7534424.000000 Penalty: 5269.386719
	Iteration 28Q: 3 clusters Score -7534424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 40072 members 
Entering Unmasked Estep 
Score: -7534424.500000 Penalty: 5269.386719
	Iteration 29Q: 3 clusters Score -7534424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -7534432.500000 Penalty: 5269.386719
	Iteration 30Q: 3 clusters Score -7534432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -7534438.000000 Penalty: 5269.386719
	Iteration 31Q: 3 clusters Score -7534438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 40091 members 
Entering Unmasked Estep 
Score: -7534438.500000 Penalty: 5269.386719
	Iteration 32Q: 3 clusters Score -7534438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -7534445.000000 Penalty: 5269.386719
	Iteration 33Q: 3 clusters Score -7534445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 40097 members 
Entering Unmasked Estep 
Score: -7534439.500000 Penalty: 5269.386719
	Iteration 34Q: 3 clusters Score -7534440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -7534435.000000 Penalty: 5269.386719
	Iteration 35Q: 3 clusters Score -7534435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 40114 members 
Entering Unmasked Estep 
Score: -7534444.500000 Penalty: 5269.386719
	Iteration 36Q: 3 clusters Score -7534444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -7534443.500000 Penalty: 5269.386719
	Iteration 37Q: 3 clusters Score -7534444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -7534445.000000 Penalty: 5269.386719
	Iteration 38Q: 3 clusters Score -7534445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -7534438.500000 Penalty: 5269.386719
	Iteration 39Q: 3 clusters Score -7534438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -7534441.500000 Penalty: 5269.386719
	Iteration 40F: 3 clusters Score -7534442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -7534442.500000 Penalty: 5269.386719
	Iteration 41Q: 3 clusters Score -7534442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -7534442.500000 Penalty: 5269.386719
	Iteration 42F: 3 clusters Score -7534442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (46420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46420 members 
Entering Unmasked Estep 
Score: -8595927.000000 Penalty: 2664.880371
	Iteration 0F: 2 clusters Score -8595927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -8567930.000000 Penalty: 5329.760742
	Iteration 0F: 3 clusters Score -8567930 nChanged 21275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -8579707.000000 Penalty: 5329.760742
	Iteration 1F: 3 clusters Score -8579707 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -8580537.000000 Penalty: 5329.760742
	Iteration 2Q: 3 clusters Score -8580537 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -8581471.000000 Penalty: 5329.760742
	Iteration 3Q: 3 clusters Score -8581471 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -8582786.000000 Penalty: 5329.760742
	Iteration 4F: 3 clusters Score -8582786 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 32158 members 
Entering Unmasked Estep 
Score: -8584606.000000 Penalty: 5329.760742
	Iteration 5F: 3 clusters Score -8584606 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -8586823.000000 Penalty: 5329.760742
	Iteration 6F: 3 clusters Score -8586823 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -8589276.000000 Penalty: 5329.760742
	Iteration 7F: 3 clusters Score -8589276 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -8591368.000000 Penalty: 5329.760742
	Iteration 8F: 3 clusters Score -8591368 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -8592701.000000 Penalty: 5329.760742
	Iteration 9Q: 3 clusters Score -8592701 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 43772 members 
Entering Unmasked Estep 
Score: -8593239.000000 Penalty: 5329.760742
	Iteration 10Q: 3 clusters Score -8593239 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -8593523.000000 Penalty: 5329.760742
	Iteration 11Q: 3 clusters Score -8593523 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 44912 members 
Entering Unmasked Estep 
Score: -8593672.000000 Penalty: 5329.760742
	Iteration 12Q: 3 clusters Score -8593672 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 45179 members 
Entering Unmasked Estep 
Score: -8593714.000000 Penalty: 5329.760742
	Iteration 13Q: 3 clusters Score -8593714 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 45340 members 
Entering Unmasked Estep 
Score: -8593782.000000 Penalty: 5329.760742
	Iteration 14Q: 3 clusters Score -8593782 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 45454 members 
Entering Unmasked Estep 
Score: -8593820.000000 Penalty: 5329.760742
	Iteration 15Q: 3 clusters Score -8593820 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 45519 members 
Entering Unmasked Estep 
Score: -8593849.000000 Penalty: 5329.760742
	Iteration 16Q: 3 clusters Score -8593849 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 45588 members 
Entering Unmasked Estep 
Score: -8593870.000000 Penalty: 5329.760742
	Iteration 17Q: 3 clusters Score -8593870 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 45629 members 
Entering Unmasked Estep 
Score: -8593878.000000 Penalty: 5329.760742
	Iteration 18Q: 3 clusters Score -8593878 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 45657 members 
Entering Unmasked Estep 
Score: -8593898.000000 Penalty: 5329.760742
	Iteration 19Q: 3 clusters Score -8593898 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 45690 members 
Entering Unmasked Estep 
Score: -8593905.000000 Penalty: 5329.760742
	Iteration 20F: 3 clusters Score -8593905 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 45712 members 
Entering Unmasked Estep 
Score: -8593910.000000 Penalty: 5329.760742
	Iteration 21Q: 3 clusters Score -8593910 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 45727 members 
Entering Unmasked Estep 
Score: -8593922.000000 Penalty: 5329.760742
	Iteration 22Q: 3 clusters Score -8593922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 45734 members 
Entering Unmasked Estep 
Score: -8593935.000000 Penalty: 5329.760742
	Iteration 23Q: 3 clusters Score -8593935 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -8593952.000000 Penalty: 5329.760742
	Iteration 24Q: 3 clusters Score -8593952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 45754 members 
Entering Unmasked Estep 
Score: -8593971.000000 Penalty: 5329.760742
	Iteration 25Q: 3 clusters Score -8593971 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 45762 members 
Entering Unmasked Estep 
Score: -8593969.000000 Penalty: 5329.760742
	Iteration 26Q: 3 clusters Score -8593969 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 45765 members 
Entering Unmasked Estep 
Score: -8593982.000000 Penalty: 5329.760742
	Iteration 27Q: 3 clusters Score -8593982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 45770 members 
Entering Unmasked Estep 
Score: -8593993.000000 Penalty: 5329.760742
	Iteration 28Q: 3 clusters Score -8593993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 45771 members 
Entering Unmasked Estep 
Score: -8593988.000000 Penalty: 5329.760742
	Iteration 29Q: 3 clusters Score -8593988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -8593992.000000 Penalty: 5329.760742
	Iteration 30Q: 3 clusters Score -8593992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 45783 members 
Entering Unmasked Estep 
Score: -8594010.000000 Penalty: 5329.760742
	Iteration 31Q: 3 clusters Score -8594010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -8594005.000000 Penalty: 5329.760742
	Iteration 32Q: 3 clusters Score -8594005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 45787 members 
Entering Unmasked Estep 
Score: -8594011.000000 Penalty: 5329.760742
	Iteration 33Q: 3 clusters Score -8594011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 45788 members 
Entering Unmasked Estep 
Score: -8594016.000000 Penalty: 5329.760742
	Iteration 34Q: 3 clusters Score -8594016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 45788 members 
Entering Unmasked Estep 
Score: -8594023.000000 Penalty: 5329.760742
	Iteration 35Q: 3 clusters Score -8594023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 45788 members 
Entering Unmasked Estep 
Score: -8594023.000000 Penalty: 5329.760742
	Iteration 36F: 3 clusters Score -8594023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (41770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Entering Unmasked Estep 
Score: -7663613.500000 Penalty: 2638.703613
	Iteration 0F: 2 clusters Score -7663614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -7635628.000000 Penalty: 5277.407227
	Iteration 0F: 3 clusters Score -7635628 nChanged 19233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -7646354.500000 Penalty: 5277.407227
	Iteration 1F: 3 clusters Score -7646354 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -7646986.000000 Penalty: 5277.407227
	Iteration 2Q: 3 clusters Score -7646986 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -7647587.000000 Penalty: 5277.407227
	Iteration 3Q: 3 clusters Score -7647587 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -7648365.500000 Penalty: 5277.407227
	Iteration 4Q: 3 clusters Score -7648366 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -7649439.000000 Penalty: 5277.407227
	Iteration 5F: 3 clusters Score -7649439 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -7650865.000000 Penalty: 5277.407227
	Iteration 6F: 3 clusters Score -7650865 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -7652839.000000 Penalty: 5277.407227
	Iteration 7F: 3 clusters Score -7652839 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -7655134.000000 Penalty: 5277.407227
	Iteration 8F: 3 clusters Score -7655134 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
Score: -7657461.000000 Penalty: 5277.407227
	Iteration 9F: 3 clusters Score -7657461 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 33395 members 
Entering Unmasked Estep 
Score: -7659067.000000 Penalty: 5277.407227
	Iteration 10Q: 3 clusters Score -7659067 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -7659871.500000 Penalty: 5277.407227
	Iteration 11Q: 3 clusters Score -7659872 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -7660276.000000 Penalty: 5277.407227
	Iteration 12Q: 3 clusters Score -7660276 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -7660506.500000 Penalty: 5277.407227
	Iteration 13Q: 3 clusters Score -7660506 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -7660669.500000 Penalty: 5277.407227
	Iteration 14Q: 3 clusters Score -7660670 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -7660777.000000 Penalty: 5277.407227
	Iteration 15Q: 3 clusters Score -7660777 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -7660898.000000 Penalty: 5277.407227
	Iteration 16Q: 3 clusters Score -7660898 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -7660992.000000 Penalty: 5277.407227
	Iteration 17Q: 3 clusters Score -7660992 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
Score: -7661058.000000 Penalty: 5277.407227
	Iteration 18Q: 3 clusters Score -7661058 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 37545 members 
Entering Unmasked Estep 
Score: -7661138.000000 Penalty: 5277.407227
	Iteration 19Q: 3 clusters Score -7661138 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -7661200.500000 Penalty: 5277.407227
	Iteration 20F: 3 clusters Score -7661200 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 38047 members 
Entering Unmasked Estep 
Score: -7661264.000000 Penalty: 5277.407227
	Iteration 21Q: 3 clusters Score -7661264 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -7661320.500000 Penalty: 5277.407227
	Iteration 22Q: 3 clusters Score -7661320 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -7661348.500000 Penalty: 5277.407227
	Iteration 23Q: 3 clusters Score -7661348 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7661346 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -7661360.000000 Penalty: 5277.407227
	Iteration 25Q: 3 clusters Score -7661360 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -7661384.500000 Penalty: 5277.407227
	Iteration 26Q: 3 clusters Score -7661384 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 39127 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7661398 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 39258 members 
Entering Unmasked Estep 
Score: -7661408.500000 Penalty: 5277.407227
	Iteration 28Q: 3 clusters Score -7661408 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 39383 members 
Entering Unmasked Estep 
Score: -7661422.000000 Penalty: 5277.407227
	Iteration 29Q: 3 clusters Score -7661422 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 39511 members 
Entering Unmasked Estep 
Score: -7661464.500000 Penalty: 5277.407227
	Iteration 30Q: 3 clusters Score -7661464 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7661496 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -7661485.000000 Penalty: 5277.407227
	Iteration 32Q: 3 clusters Score -7661485 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -7661484.500000 Penalty: 5277.407227
	Iteration 33Q: 3 clusters Score -7661484 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -7661501.000000 Penalty: 5277.407227
	Iteration 34Q: 3 clusters Score -7661501 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 39972 members 
Entering Unmasked Estep 
Score: -7661513.000000 Penalty: 5277.407227
	Iteration 35Q: 3 clusters Score -7661513 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -7661518.500000 Penalty: 5277.407227
	Iteration 36Q: 3 clusters Score -7661518 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 40110 members 
Entering Unmasked Estep 
Score: -7661533.500000 Penalty: 5277.407227
	Iteration 37Q: 3 clusters Score -7661534 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -7661553.000000 Penalty: 5277.407227
	Iteration 38Q: 3 clusters Score -7661553 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -7661574.500000 Penalty: 5277.407227
	Iteration 39Q: 3 clusters Score -7661574 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -7661576.000000 Penalty: 5277.407227
	Iteration 40F: 3 clusters Score -7661576 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7661571 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -7661579.000000 Penalty: 5277.407227
	Iteration 42Q: 3 clusters Score -7661579 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7661574 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7661574 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 40449 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7661586 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -7661601.000000 Penalty: 5277.407227
	Iteration 46Q: 3 clusters Score -7661601 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 40520 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7661594 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -7661599.000000 Penalty: 5277.407227
	Iteration 48Q: 3 clusters Score -7661599 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 40582 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7661574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 40598 members 
Entering Unmasked Estep 
Score: -7661580.000000 Penalty: 5277.407227
	Iteration 50Q: 3 clusters Score -7661580 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -7661589.500000 Penalty: 5277.407227
	Iteration 51Q: 3 clusters Score -7661590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 40632 members 
Entering Unmasked Estep 
Score: -7661591.000000 Penalty: 5277.407227
	Iteration 52Q: 3 clusters Score -7661591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7661600 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -7661602.500000 Penalty: 5277.407227
	Iteration 54Q: 3 clusters Score -7661602 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -7661594.500000 Penalty: 5277.407227
	Iteration 55Q: 3 clusters Score -7661594 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7661602 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7661596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -7661605.500000 Penalty: 5277.407227
	Iteration 58Q: 3 clusters Score -7661606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
Score: -7661607.000000 Penalty: 5277.407227
	Iteration 59Q: 3 clusters Score -7661607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -7661613.000000 Penalty: 5277.407227
	Iteration 60F: 3 clusters Score -7661613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -7661620.500000 Penalty: 5277.407227
	Iteration 61Q: 3 clusters Score -7661620 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 40811 members 
Entering Unmasked Estep 
Score: -7661613.500000 Penalty: 5277.407227
	Iteration 62Q: 3 clusters Score -7661614 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -7661609.000000 Penalty: 5277.407227
	Iteration 63Q: 3 clusters Score -7661609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 40841 members 
Entering Unmasked Estep 
Score: -7661620.500000 Penalty: 5277.407227
	Iteration 64Q: 3 clusters Score -7661620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 40850 members 
Entering Unmasked Estep 
Score: -7661617.500000 Penalty: 5277.407227
	Iteration 65Q: 3 clusters Score -7661618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 40853 members 
Entering Unmasked Estep 
Score: -7661619.500000 Penalty: 5277.407227
	Iteration 66Q: 3 clusters Score -7661620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 40856 members 
Entering Unmasked Estep 
Score: -7661621.000000 Penalty: 5277.407227
	Iteration 67Q: 3 clusters Score -7661621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 40859 members 
Entering Unmasked Estep 
Score: -7661621.000000 Penalty: 5277.407227
	Iteration 68Q: 3 clusters Score -7661621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -7661615.500000 Penalty: 5277.407227
	Iteration 69Q: 3 clusters Score -7661616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -7661616.500000 Penalty: 5277.407227
	Iteration 70Q: 3 clusters Score -7661616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -7661615.000000 Penalty: 5277.407227
	Iteration 71Q: 3 clusters Score -7661615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -7661616.500000 Penalty: 5277.407227
	Iteration 72Q: 3 clusters Score -7661616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -7661620.500000 Penalty: 5277.407227
	Iteration 73Q: 3 clusters Score -7661620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -7661618.000000 Penalty: 5277.407227
	Iteration 74Q: 3 clusters Score -7661618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -7661627.500000 Penalty: 5277.407227
	Iteration 75Q: 3 clusters Score -7661628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -7661627.500000 Penalty: 5277.407227
	Iteration 76F: 3 clusters Score -7661628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45547 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47439 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45116 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 45478 members 
Mstep: Class 9 contains 2766 members 
Mstep: Class 10 contains 43750 members 
Mstep: Class 11 contains 43065 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46775 members 
Mstep: Class 14 contains 31055 members 
Mstep: Class 15 contains 46187 members 
Mstep: Class 16 contains 43123 members 
Mstep: Class 17 contains 43364 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 41100 members 
Mstep: Class 20 contains 46420 members 
Mstep: Class 21 contains 41770 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 399Q: 22 clusters Score -1.111997e+08 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45439 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47444 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 45056 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 45499 members 
Mstep: Class 9 contains 2766 members 
Mstep: Class 10 contains 43886 members 
Mstep: Class 11 contains 43028 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46786 members 
Mstep: Class 14 contains 31014 members 
Mstep: Class 15 contains 46133 members 
Mstep: Class 16 contains 43117 members 
Mstep: Class 17 contains 43387 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 41136 members 
Mstep: Class 20 contains 46402 members 
Mstep: Class 21 contains 41862 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 400F: 22 clusters Score -1.112e+08 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47404 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44961 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 45472 members 
Mstep: Class 9 contains 2766 members 
Mstep: Class 10 contains 43906 members 
Mstep: Class 11 contains 42940 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46796 members 
Mstep: Class 14 contains 30963 members 
Mstep: Class 15 contains 46111 members 
Mstep: Class 16 contains 43117 members 
Mstep: Class 17 contains 43393 members 
Mstep: Class 18 contains 626 members 
Mstep: Class 19 contains 41144 members 
Mstep: Class 20 contains 46592 members 
Mstep: Class 21 contains 41857 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 401Q: 22 clusters Score -1.112001e+08 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45519 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47364 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44882 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 45476 members 
Mstep: Class 9 contains 2766 members 
Mstep: Class 10 contains 43980 members 
Mstep: Class 11 contains 42871 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46815 members 
Mstep: Class 14 contains 30895 members 
Mstep: Class 15 contains 46055 members 
Mstep: Class 16 contains 43156 members 
Mstep: Class 17 contains 43416 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 19 contains 41183 members 
Mstep: Class 20 contains 46726 members 
Mstep: Class 21 contains 41850 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 402Q: 22 clusters Score -1.112003e+08 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47371 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44823 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 45471 members 
Mstep: Class 9 contains 2764 members 
Mstep: Class 10 contains 44118 members 
Mstep: Class 11 contains 42810 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46847 members 
Mstep: Class 14 contains 30840 members 
Mstep: Class 15 contains 46045 members 
Mstep: Class 16 contains 43159 members 
Mstep: Class 17 contains 43453 members 
Mstep: Class 18 contains 628 members 
Mstep: Class 19 contains 41213 members 
Mstep: Class 20 contains 46763 members 
Mstep: Class 21 contains 41776 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 403Q: 22 clusters Score -1.112001e+08 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45415 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47375 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44791 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 45519 members 
Mstep: Class 9 contains 2764 members 
Mstep: Class 10 contains 44262 members 
Mstep: Class 11 contains 42745 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46891 members 
Mstep: Class 14 contains 30753 members 
Mstep: Class 15 contains 45969 members 
Mstep: Class 16 contains 43159 members 
Mstep: Class 17 contains 43478 members 
Mstep: Class 18 contains 631 members 
Mstep: Class 19 contains 41229 members 
Mstep: Class 20 contains 46856 members 
Mstep: Class 21 contains 41746 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 404Q: 22 clusters Score -1.112e+08 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47409 members 
Mstep: Class 5 contains 445 members 
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Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 45571 members 
Mstep: Class 9 contains 2762 members 
Mstep: Class 10 contains 44439 members 
Mstep: Class 11 contains 42678 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46939 members 
Mstep: Class 14 contains 30661 members 
Mstep: Class 15 contains 45901 members 
Mstep: Class 16 contains 43182 members 
Mstep: Class 17 contains 43515 members 
Mstep: Class 18 contains 631 members 
Mstep: Class 19 contains 41232 members 
Mstep: Class 20 contains 46906 members 
Mstep: Class 21 contains 41666 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 405Q: 22 clusters Score -1.111997e+08 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45217 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47407 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44688 members 
Mstep: Class 7 contains 1352 members 
Mstep: Class 8 contains 45628 members 
Mstep: Class 9 contains 2760 members 
Mstep: Class 10 contains 44657 members 
Mstep: Class 11 contains 42624 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46959 members 
Mstep: Class 14 contains 30573 members 
Mstep: Class 15 contains 45854 members 
Mstep: Class 16 contains 43204 members 
Mstep: Class 17 contains 43549 members 
Mstep: Class 18 contains 632 members 
Mstep: Class 19 contains 41244 members 
Mstep: Class 20 contains 47002 members 
Mstep: Class 21 contains 41581 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 406Q: 22 clusters Score -1.111998e+08 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45183 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47420 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44658 members 
Mstep: Class 7 contains 1352 members 
Mstep: Class 8 contains 45686 members 
Mstep: Class 9 contains 2759 members 
Mstep: Class 10 contains 44907 members 
Mstep: Class 11 contains 42591 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46946 members 
Mstep: Class 14 contains 30503 members 
Mstep: Class 15 contains 45758 members 
Mstep: Class 16 contains 43205 members 
Mstep: Class 17 contains 43577 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 41246 members 
Mstep: Class 20 contains 46993 members 
Mstep: Class 21 contains 41514 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 407Q: 22 clusters Score -1.112003e+08 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47429 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44623 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 45753 members 
Mstep: Class 9 contains 2758 members 
Mstep: Class 10 contains 45196 members 
Mstep: Class 11 contains 42585 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46974 members 
Mstep: Class 14 contains 30418 members 
Mstep: Class 15 contains 45699 members 
Mstep: Class 16 contains 43188 members 
Mstep: Class 17 contains 43631 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 41219 members 
Mstep: Class 20 contains 46857 members 
Mstep: Class 21 contains 41496 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 408Q: 22 clusters Score -1.112002e+08 nChanged 4244
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45154 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47406 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44571 members 
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Mstep: Class 8 contains 45836 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 45451 members 
Mstep: Class 11 contains 42575 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46933 members 
Mstep: Class 14 contains 30346 members 
Mstep: Class 15 contains 45645 members 
Mstep: Class 16 contains 43212 members 
Mstep: Class 17 contains 43662 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 41222 members 
Mstep: Class 20 contains 46727 members 
Mstep: Class 21 contains 41451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111200272.000000 Penalty: 69443.789062
Iteration 409Q: 22 clusters Score -1.112003e+08 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47394 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44508 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 45874 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 45665 members 
Mstep: Class 11 contains 42568 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46880 members 
Mstep: Class 14 contains 30273 members 
Mstep: Class 15 contains 45599 members 
Mstep: Class 16 contains 43182 members 
Mstep: Class 17 contains 43704 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 41199 members 
Mstep: Class 20 contains 46746 members 
Mstep: Class 21 contains 41473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111200112.000000 Penalty: 69443.789062
Iteration 410Q: 22 clusters Score -1.112001e+08 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45054 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47385 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44456 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 45917 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 45908 members 
Mstep: Class 11 contains 42565 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46848 members 
Mstep: Class 14 contains 30222 members 
Mstep: Class 15 contains 45556 members 
Mstep: Class 16 contains 43180 members 
Mstep: Class 17 contains 43736 members 
Mstep: Class 18 contains 632 members 
Mstep: Class 19 contains 41147 members 
Mstep: Class 20 contains 46664 members 
Mstep: Class 21 contains 41554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111200048.000000 Penalty: 69443.789062
Iteration 411Q: 22 clusters Score -1.112e+08 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47394 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44426 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 45976 members 
Mstep: Class 9 contains 2755 members 
Mstep: Class 10 contains 46015 members 
Mstep: Class 11 contains 42597 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46772 members 
Mstep: Class 14 contains 30173 members 
Mstep: Class 15 contains 45543 members 
Mstep: Class 16 contains 43201 members 
Mstep: Class 17 contains 43740 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 41122 members 
Mstep: Class 20 contains 46626 members 
Mstep: Class 21 contains 41625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111200016.000000 Penalty: 69443.789062
Iteration 412Q: 22 clusters Score -1.112e+08 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47381 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44360 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 46036 members 
Mstep: Class 9 contains 2753 members 
Mstep: Class 10 contains 46121 members 
Mstep: Class 11 contains 42607 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46731 members 
Mstep: Class 14 contains 30141 members 
Mstep: Class 15 contains 45552 members 
Mstep: Class 16 contains 43232 members 
Mstep: Class 17 contains 43750 members 
Mstep: Class 18 contains 634 members 
Mstep: Class 19 contains 41108 members 
Mstep: Class 20 contains 46518 members 
Mstep: Class 21 contains 41728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111200200.000000 Penalty: 69443.789062
Iteration 413Q: 22 clusters Score -1.112002e+08 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47369 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44290 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 46098 members 
Mstep: Class 9 contains 2753 members 
Mstep: Class 10 contains 46222 members 
Mstep: Class 11 contains 42638 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46669 members 
Mstep: Class 14 contains 30108 members 
Mstep: Class 15 contains 45582 members 
Mstep: Class 16 contains 43202 members 
Mstep: Class 17 contains 43769 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 41144 members 
Mstep: Class 20 contains 46357 members 
Mstep: Class 21 contains 41848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111200184.000000 Penalty: 69443.789062
Iteration 414Q: 22 clusters Score -1.112002e+08 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44845 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47381 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44223 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 46174 members 
Mstep: Class 9 contains 2753 members 
Mstep: Class 10 contains 46252 members 
Mstep: Class 11 contains 42646 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46637 members 
Mstep: Class 14 contains 30058 members 
Mstep: Class 15 contains 45629 members 
Mstep: Class 16 contains 43239 members 
Mstep: Class 17 contains 43764 members 
Mstep: Class 18 contains 632 members 
Mstep: Class 19 contains 41169 members 
Mstep: Class 20 contains 46192 members 
Mstep: Class 21 contains 41988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111200160.000000 Penalty: 69443.789062
Iteration 415Q: 22 clusters Score -1.112002e+08 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47431 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44159 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 46261 members 
Mstep: Class 9 contains 2752 members 
Mstep: Class 10 contains 46305 members 
Mstep: Class 11 contains 42676 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46600 members 
Mstep: Class 14 contains 30025 members 
Mstep: Class 15 contains 45651 members 
Mstep: Class 16 contains 43244 members 
Mstep: Class 17 contains 43776 members 
Mstep: Class 18 contains 633 members 
Mstep: Class 19 contains 41198 members 
Mstep: Class 20 contains 46039 members 
Mstep: Class 21 contains 42076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111200328.000000 Penalty: 69443.789062
Iteration 416Q: 22 clusters Score -1.112003e+08 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44683 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47465 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44164 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 46347 members 
Mstep: Class 9 contains 2749 members 
Mstep: Class 10 contains 46361 members 
Mstep: Class 11 contains 42686 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46544 members 
Mstep: Class 14 contains 29994 members 
Mstep: Class 15 contains 45730 members 
Mstep: Class 16 contains 43311 members 
Mstep: Class 17 contains 43756 members 
Mstep: Class 18 contains 635 members 
Mstep: Class 19 contains 41205 members 
Mstep: Class 20 contains 45851 members 
Mstep: Class 21 contains 42101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111200600.000000 Penalty: 69443.789062
Iteration 417Q: 22 clusters Score -1.112006e+08 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47474 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44149 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 46455 members 
Mstep: Class 9 contains 2749 members 
Mstep: Class 10 contains 46431 members 
Mstep: Class 11 contains 42672 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46510 members 
Mstep: Class 14 contains 29933 members 
Mstep: Class 15 contains 45820 members 
Mstep: Class 16 contains 43313 members 
Mstep: Class 17 contains 43780 members 
Mstep: Class 18 contains 638 members 
Mstep: Class 19 contains 41207 members 
Mstep: Class 20 contains 45648 members 
Mstep: Class 21 contains 42111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111200736.000000 Penalty: 69443.789062
Iteration 418Q: 22 clusters Score -1.112007e+08 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47444 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44122 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 46524 members 
Mstep: Class 9 contains 2749 members 
Mstep: Class 10 contains 46543 members 
Mstep: Class 11 contains 42644 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46458 members 
Mstep: Class 14 contains 29898 members 
Mstep: Class 15 contains 45891 members 
Mstep: Class 16 contains 43316 members 
Mstep: Class 17 contains 43813 members 
Mstep: Class 18 contains 638 members 
Mstep: Class 19 contains 41224 members 
Mstep: Class 20 contains 45509 members 
Mstep: Class 21 contains 42116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111200680.000000 Penalty: 69443.789062
Iteration 419Q: 22 clusters Score -1.112007e+08 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47445 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44096 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 46585 members 
Mstep: Class 9 contains 2748 members 
Mstep: Class 10 contains 46704 members 
Mstep: Class 11 contains 42606 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46415 members 
Mstep: Class 14 contains 29862 members 
Mstep: Class 15 contains 45957 members 
Mstep: Class 16 contains 43314 members 
Mstep: Class 17 contains 43835 members 
Mstep: Class 18 contains 638 members 
Mstep: Class 19 contains 41231 members 
Mstep: Class 20 contains 45322 members 
Mstep: Class 21 contains 42128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201024.000000 Penalty: 69443.789062
Iteration 420F: 22 clusters Score -1.11201e+08 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47443 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44083 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 46663 members 
Mstep: Class 9 contains 2748 members 
Mstep: Class 10 contains 46869 members 
Mstep: Class 11 contains 42571 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46354 members 
Mstep: Class 14 contains 29822 members 
Mstep: Class 15 contains 46049 members 
Mstep: Class 16 contains 43305 members 
Mstep: Class 17 contains 43871 members 
Mstep: Class 18 contains 637 members 
Mstep: Class 19 contains 41201 members 
Mstep: Class 20 contains 45120 members 
Mstep: Class 21 contains 42195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201336.000000 Penalty: 69443.789062
Iteration 421Q: 22 clusters Score -1.112013e+08 nChanged 3811
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44637 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47447 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44091 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 46720 members 
Mstep: Class 9 contains 2748 members 
Mstep: Class 10 contains 46980 members 
Mstep: Class 11 contains 42530 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46306 members 
Mstep: Class 14 contains 29774 members 
Mstep: Class 15 contains 46207 members 
Mstep: Class 16 contains 43351 members 
Mstep: Class 17 contains 43891 members 
Mstep: Class 18 contains 638 members 
Mstep: Class 19 contains 41170 members 
Mstep: Class 20 contains 44877 members 
Mstep: Class 21 contains 42216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201416.000000 Penalty: 69443.789062
Iteration 422Q: 22 clusters Score -1.112014e+08 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44553 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47467 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44107 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 46790 members 
Mstep: Class 9 contains 2748 members 
Mstep: Class 10 contains 47088 members 
Mstep: Class 11 contains 42497 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46252 members 
Mstep: Class 14 contains 29741 members 
Mstep: Class 15 contains 46333 members 
Mstep: Class 16 contains 43429 members 
Mstep: Class 17 contains 43889 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 41182 members 
Mstep: Class 20 contains 44680 members 
Mstep: Class 21 contains 42187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201608.000000 Penalty: 69443.789062
Iteration 423Q: 22 clusters Score -1.112016e+08 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47470 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44151 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 46881 members 
Mstep: Class 9 contains 2748 members 
Mstep: Class 10 contains 47199 members 
Mstep: Class 11 contains 42434 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46206 members 
Mstep: Class 14 contains 29693 members 
Mstep: Class 15 contains 46450 members 
Mstep: Class 16 contains 43475 members 
Mstep: Class 17 contains 43884 members 
Mstep: Class 18 contains 642 members 
Mstep: Class 19 contains 41179 members 
Mstep: Class 20 contains 44501 members 
Mstep: Class 21 contains 42181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201904.000000 Penalty: 69443.789062
Iteration 424Q: 22 clusters Score -1.112019e+08 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47504 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44184 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 46953 members 
Mstep: Class 9 contains 2747 members 
Mstep: Class 10 contains 47279 members 
Mstep: Class 11 contains 42380 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46144 members 
Mstep: Class 14 contains 29643 members 
Mstep: Class 15 contains 46532 members 
Mstep: Class 16 contains 43520 members 
Mstep: Class 17 contains 43874 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 41167 members 
Mstep: Class 20 contains 44365 members 
Mstep: Class 21 contains 42203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201984.000000 Penalty: 69443.789062
Iteration 425Q: 22 clusters Score -1.11202e+08 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47512 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44205 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 47049 members 
Mstep: Class 9 contains 2746 members 
Mstep: Class 10 contains 47416 members 
Mstep: Class 11 contains 42331 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46119 members 
Mstep: Class 14 contains 29576 members 
Mstep: Class 15 contains 46564 members 
Mstep: Class 16 contains 43562 members 
Mstep: Class 17 contains 43889 members 
Mstep: Class 18 contains 638 members 
Mstep: Class 19 contains 41144 members 
Mstep: Class 20 contains 44226 members 
Mstep: Class 21 contains 42224 members 
Entering Unmasked Estep 
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Score: -111202120.000000 Penalty: 69443.789062
Iteration 426Q: 22 clusters Score -1.112021e+08 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44316 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47532 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44275 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 47086 members 
Mstep: Class 9 contains 2743 members 
Mstep: Class 10 contains 47618 members 
Mstep: Class 11 contains 42291 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46066 members 
Mstep: Class 14 contains 29520 members 
Mstep: Class 15 contains 46595 members 
Mstep: Class 16 contains 43566 members 
Mstep: Class 17 contains 43916 members 
Mstep: Class 18 contains 638 members 
Mstep: Class 19 contains 41101 members 
Mstep: Class 20 contains 44028 members 
Mstep: Class 21 contains 42291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202400.000000 Penalty: 69443.789062
Iteration 427Q: 22 clusters Score -1.112024e+08 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44273 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47540 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44354 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 47140 members 
Mstep: Class 9 contains 2743 members 
Mstep: Class 10 contains 47801 members 
Mstep: Class 11 contains 42239 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46033 members 
Mstep: Class 14 contains 29478 members 
Mstep: Class 15 contains 46584 members 
Mstep: Class 16 contains 43582 members 
Mstep: Class 17 contains 43926 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 41036 members 
Mstep: Class 20 contains 43906 members 
Mstep: Class 21 contains 42308 members 
Entering Unmasked Estep 
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Score: -111202560.000000 Penalty: 69443.789062
Iteration 428Q: 22 clusters Score -1.112026e+08 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44196 members 
Mstep: Class 2 contains 943 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47569 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44419 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 47259 members 
Mstep: Class 9 contains 2741 members 
Mstep: Class 10 contains 47925 members 
Mstep: Class 11 contains 42153 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46019 members 
Mstep: Class 14 contains 29438 members 
Mstep: Class 15 contains 46535 members 
Mstep: Class 16 contains 43596 members 
Mstep: Class 17 contains 43973 members 
Mstep: Class 18 contains 639 members 
Mstep: Class 19 contains 40992 members 
Mstep: Class 20 contains 43757 members 
Mstep: Class 21 contains 42371 members 
Entering Unmasked Estep 
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Iteration 429Q: 22 clusters Score -1.112028e+08 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44070 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47598 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44489 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 47363 members 
Mstep: Class 9 contains 2742 members 
Mstep: Class 10 contains 48028 members 
Mstep: Class 11 contains 42094 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45994 members 
Mstep: Class 14 contains 29392 members 
Mstep: Class 15 contains 46495 members 
Mstep: Class 16 contains 43607 members 
Mstep: Class 17 contains 44017 members 
Mstep: Class 18 contains 642 members 
Mstep: Class 19 contains 40944 members 
Mstep: Class 20 contains 43667 members 
Mstep: Class 21 contains 42439 members 
Entering Unmasked Estep 
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Iteration 430Q: 22 clusters Score -1.112032e+08 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47614 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44573 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 47484 members 
Mstep: Class 9 contains 2742 members 
Mstep: Class 10 contains 48101 members 
Mstep: Class 11 contains 42003 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45945 members 
Mstep: Class 14 contains 29339 members 
Mstep: Class 15 contains 46448 members 
Mstep: Class 16 contains 43632 members 
Mstep: Class 17 contains 44026 members 
Mstep: Class 18 contains 644 members 
Mstep: Class 19 contains 40916 members 
Mstep: Class 20 contains 43581 members 
Mstep: Class 21 contains 42537 members 
Entering Unmasked Estep 
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Iteration 431Q: 22 clusters Score -1.112038e+08 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47648 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44632 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 47571 members 
Mstep: Class 9 contains 2742 members 
Mstep: Class 10 contains 48125 members 
Mstep: Class 11 contains 41937 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45888 members 
Mstep: Class 14 contains 29300 members 
Mstep: Class 15 contains 46412 members 
Mstep: Class 16 contains 43614 members 
Mstep: Class 17 contains 44036 members 
Mstep: Class 18 contains 644 members 
Mstep: Class 19 contains 40870 members 
Mstep: Class 20 contains 43571 members 
Mstep: Class 21 contains 42673 members 
Entering Unmasked Estep 
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Iteration 432Q: 22 clusters Score -1.112039e+08 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47667 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44708 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 47634 members 
Mstep: Class 9 contains 2741 members 
Mstep: Class 10 contains 48126 members 
Mstep: Class 11 contains 41875 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45836 members 
Mstep: Class 14 contains 29261 members 
Mstep: Class 15 contains 46365 members 
Mstep: Class 16 contains 43629 members 
Mstep: Class 17 contains 44040 members 
Mstep: Class 18 contains 645 members 
Mstep: Class 19 contains 40850 members 
Mstep: Class 20 contains 43576 members 
Mstep: Class 21 contains 42792 members 
Entering Unmasked Estep 
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Iteration 433Q: 22 clusters Score -1.112041e+08 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 43797 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47641 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44761 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 47659 members 
Mstep: Class 9 contains 2739 members 
Mstep: Class 10 contains 48128 members 
Mstep: Class 11 contains 41816 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45813 members 
Mstep: Class 14 contains 29236 members 
Mstep: Class 15 contains 46352 members 
Mstep: Class 16 contains 43625 members 
Mstep: Class 17 contains 43990 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 40816 members 
Mstep: Class 20 contains 43596 members 
Mstep: Class 21 contains 42967 members 
Entering Unmasked Estep 
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Iteration 434Q: 22 clusters Score -1.11204e+08 nChanged 3270
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 43759 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47626 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44791 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 47698 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 48092 members 
Mstep: Class 11 contains 41764 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45795 members 
Mstep: Class 14 contains 29225 members 
Mstep: Class 15 contains 46327 members 
Mstep: Class 16 contains 43673 members 
Mstep: Class 17 contains 43972 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 40774 members 
Mstep: Class 20 contains 43616 members 
Mstep: Class 21 contains 43086 members 
Entering Unmasked Estep 
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Iteration 435Q: 22 clusters Score -1.112042e+08 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47640 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44777 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 47711 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 48049 members 
Mstep: Class 11 contains 41709 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45761 members 
Mstep: Class 14 contains 29212 members 
Mstep: Class 15 contains 46274 members 
Mstep: Class 16 contains 43741 members 
Mstep: Class 17 contains 43979 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 40756 members 
Mstep: Class 20 contains 43674 members 
Mstep: Class 21 contains 43195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111204216.000000 Penalty: 69443.789062
Iteration 436Q: 22 clusters Score -1.112042e+08 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47631 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44750 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 47715 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 47981 members 
Mstep: Class 11 contains 41673 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45707 members 
Mstep: Class 14 contains 29183 members 
Mstep: Class 15 contains 46229 members 
Mstep: Class 16 contains 43827 members 
Mstep: Class 17 contains 43968 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 40734 members 
Mstep: Class 20 contains 43772 members 
Mstep: Class 21 contains 43306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111203968.000000 Penalty: 69443.789062
Iteration 437Q: 22 clusters Score -1.11204e+08 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 43702 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47635 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44690 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 47685 members 
Mstep: Class 9 contains 2734 members 
Mstep: Class 10 contains 47959 members 
Mstep: Class 11 contains 41648 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45654 members 
Mstep: Class 14 contains 29164 members 
Mstep: Class 15 contains 46201 members 
Mstep: Class 16 contains 43930 members 
Mstep: Class 17 contains 43961 members 
Mstep: Class 18 contains 648 members 
Mstep: Class 19 contains 40706 members 
Mstep: Class 20 contains 43811 members 
Mstep: Class 21 contains 43453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111203840.000000 Penalty: 69443.789062
Iteration 438Q: 22 clusters Score -1.112038e+08 nChanged 3342
Entering ConstructFrom: 
Score: -111203840.000000 Penalty: 69443.789062
Entering ConstructFrom: 
Trying to split cluster 1 (43619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43619 members 
Entering Unmasked Estep 
Score: -7980965.000000 Penalty: 2649.445557
	Iteration 0F: 2 clusters Score -7980965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -7952064.000000 Penalty: 5298.891113
	Iteration 0F: 3 clusters Score -7952064 nChanged 20175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22197 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -7963053.000000 Penalty: 5298.891113
	Iteration 1F: 3 clusters Score -7963053 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -7963614.000000 Penalty: 5298.891113
	Iteration 2Q: 3 clusters Score -7963614 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -7964224.000000 Penalty: 5298.891113
	Iteration 3Q: 3 clusters Score -7964224 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -7964981.500000 Penalty: 5298.891113
	Iteration 4Q: 3 clusters Score -7964982 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -7965868.500000 Penalty: 5298.891113
	Iteration 5Q: 3 clusters Score -7965868 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -7967028.000000 Penalty: 5298.891113
	Iteration 6Q: 3 clusters Score -7967028 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -7968710.000000 Penalty: 5298.891113
	Iteration 7F: 3 clusters Score -7968710 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -7970952.000000 Penalty: 5298.891113
	Iteration 8F: 3 clusters Score -7970952 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -7973116.000000 Penalty: 5298.891113
	Iteration 9F: 3 clusters Score -7973116 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -7974463.500000 Penalty: 5298.891113
	Iteration 10Q: 3 clusters Score -7974464 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -7975271.500000 Penalty: 5298.891113
	Iteration 11Q: 3 clusters Score -7975272 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -7975676.500000 Penalty: 5298.891113
	Iteration 12Q: 3 clusters Score -7975676 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -7976046.000000 Penalty: 5298.891113
	Iteration 13Q: 3 clusters Score -7976046 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -7976307.000000 Penalty: 5298.891113
	Iteration 14Q: 3 clusters Score -7976307 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -7976544.000000 Penalty: 5298.891113
	Iteration 15Q: 3 clusters Score -7976544 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -7976746.000000 Penalty: 5298.891113
	Iteration 16Q: 3 clusters Score -7976746 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -7976951.500000 Penalty: 5298.891113
	Iteration 17Q: 3 clusters Score -7976952 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -7977143.000000 Penalty: 5298.891113
	Iteration 18Q: 3 clusters Score -7977143 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -7977291.000000 Penalty: 5298.891113
	Iteration 19Q: 3 clusters Score -7977291 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34376 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -7977429.000000 Penalty: 5298.891113
	Iteration 20F: 3 clusters Score -7977429 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34835 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -7977532.500000 Penalty: 5298.891113
	Iteration 21Q: 3 clusters Score -7977532 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -7977676.500000 Penalty: 5298.891113
	Iteration 22Q: 3 clusters Score -7977676 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -7977798.500000 Penalty: 5298.891113
	Iteration 23Q: 3 clusters Score -7977798 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36183 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -7977889.500000 Penalty: 5298.891113
	Iteration 24Q: 3 clusters Score -7977890 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -7977982.500000 Penalty: 5298.891113
	Iteration 25Q: 3 clusters Score -7977982 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -7978068.000000 Penalty: 5298.891113
	Iteration 26Q: 3 clusters Score -7978068 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -7978135.000000 Penalty: 5298.891113
	Iteration 27Q: 3 clusters Score -7978135 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -7978169.000000 Penalty: 5298.891113
	Iteration 28Q: 3 clusters Score -7978169 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -7978226.000000 Penalty: 5298.891113
	Iteration 29Q: 3 clusters Score -7978226 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -7978270.500000 Penalty: 5298.891113
	Iteration 30Q: 3 clusters Score -7978270 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38368 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -7978324.500000 Penalty: 5298.891113
	Iteration 31Q: 3 clusters Score -7978324 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -7978387.500000 Penalty: 5298.891113
	Iteration 32Q: 3 clusters Score -7978388 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -7978426.500000 Penalty: 5298.891113
	Iteration 33Q: 3 clusters Score -7978426 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -7978458.000000 Penalty: 5298.891113
	Iteration 34Q: 3 clusters Score -7978458 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -7978546.000000 Penalty: 5298.891113
	Iteration 35Q: 3 clusters Score -7978546 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39599 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -7978578.500000 Penalty: 5298.891113
	Iteration 36Q: 3 clusters Score -7978578 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -7978605.000000 Penalty: 5298.891113
	Iteration 37Q: 3 clusters Score -7978605 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -7978644.000000 Penalty: 5298.891113
	Iteration 38Q: 3 clusters Score -7978644 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -7978680.000000 Penalty: 5298.891113
	Iteration 39Q: 3 clusters Score -7978680 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -7978735.000000 Penalty: 5298.891113
	Iteration 40F: 3 clusters Score -7978735 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40496 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -7978777.000000 Penalty: 5298.891113
	Iteration 41Q: 3 clusters Score -7978777 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -7978800.000000 Penalty: 5298.891113
	Iteration 42Q: 3 clusters Score -7978800 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -7978822.500000 Penalty: 5298.891113
	Iteration 43Q: 3 clusters Score -7978822 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -7978834.500000 Penalty: 5298.891113
	Iteration 44Q: 3 clusters Score -7978834 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -7978870.000000 Penalty: 5298.891113
	Iteration 45Q: 3 clusters Score -7978870 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -7978901.000000 Penalty: 5298.891113
	Iteration 46Q: 3 clusters Score -7978901 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -7978928.500000 Penalty: 5298.891113
	Iteration 47Q: 3 clusters Score -7978928 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -7978956.500000 Penalty: 5298.891113
	Iteration 48Q: 3 clusters Score -7978956 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -7978979.000000 Penalty: 5298.891113
	Iteration 49Q: 3 clusters Score -7978979 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -7978968.000000 Penalty: 5298.891113
	Iteration 50Q: 3 clusters Score -7978968 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -7978972.000000 Penalty: 5298.891113
	Iteration 51Q: 3 clusters Score -7978972 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -7978973.500000 Penalty: 5298.891113
	Iteration 52Q: 3 clusters Score -7978974 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -7978976.500000 Penalty: 5298.891113
	Iteration 53Q: 3 clusters Score -7978976 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -7978974.000000 Penalty: 5298.891113
	Iteration 54Q: 3 clusters Score -7978974 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42438 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -7978976.000000 Penalty: 5298.891113
	Iteration 55Q: 3 clusters Score -7978976 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -7978974.500000 Penalty: 5298.891113
	Iteration 56Q: 3 clusters Score -7978974 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -7978980.500000 Penalty: 5298.891113
	Iteration 57Q: 3 clusters Score -7978980 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -7978987.500000 Penalty: 5298.891113
	Iteration 58Q: 3 clusters Score -7978988 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42722 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -7978990.000000 Penalty: 5298.891113
	Iteration 59Q: 3 clusters Score -7978990 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42770 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -7978983.500000 Penalty: 5298.891113
	Iteration 60F: 3 clusters Score -7978984 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42803 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -7978980.500000 Penalty: 5298.891113
	Iteration 61Q: 3 clusters Score -7978980 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -7978966.500000 Penalty: 5298.891113
	Iteration 62Q: 3 clusters Score -7978966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -7978988.000000 Penalty: 5298.891113
	Iteration 63Q: 3 clusters Score -7978988 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42896 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -7978990.000000 Penalty: 5298.891113
	Iteration 64Q: 3 clusters Score -7978990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -7978984.500000 Penalty: 5298.891113
	Iteration 65Q: 3 clusters Score -7978984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42947 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -7978999.000000 Penalty: 5298.891113
	Iteration 66Q: 3 clusters Score -7978999 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -7978998.000000 Penalty: 5298.891113
	Iteration 67Q: 3 clusters Score -7978998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42990 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -7978994.500000 Penalty: 5298.891113
	Iteration 68Q: 3 clusters Score -7978994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -7978992.500000 Penalty: 5298.891113
	Iteration 69Q: 3 clusters Score -7978992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -7978986.000000 Penalty: 5298.891113
	Iteration 70Q: 3 clusters Score -7978986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43032 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -7978973.500000 Penalty: 5298.891113
	Iteration 71Q: 3 clusters Score -7978974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -7978977.500000 Penalty: 5298.891113
	Iteration 72Q: 3 clusters Score -7978978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -7978968.500000 Penalty: 5298.891113
	Iteration 73Q: 3 clusters Score -7978968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43050 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -7978973.000000 Penalty: 5298.891113
	Iteration 74Q: 3 clusters Score -7978973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43050 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -7978975.500000 Penalty: 5298.891113
	Iteration 75Q: 3 clusters Score -7978976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7978987.000000 Penalty: 5298.891113
	Iteration 76Q: 3 clusters Score -7978987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -7978981.500000 Penalty: 5298.891113
	Iteration 77Q: 3 clusters Score -7978982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43056 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -7978981.500000 Penalty: 5298.891113
	Iteration 78Q: 3 clusters Score -7978982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -7978986.500000 Penalty: 5298.891113
	Iteration 79Q: 3 clusters Score -7978986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43058 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -7978985.000000 Penalty: 5298.891113
	Iteration 80F: 3 clusters Score -7978985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -7978984.000000 Penalty: 5298.891113
	Iteration 81Q: 3 clusters Score -7978984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -7978984.000000 Penalty: 5298.891113
	Iteration 82F: 3 clusters Score -7978984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Entering Unmasked Estep 
Score: -143198.031250 Penalty: 1698.831299
	Iteration 0F: 2 clusters Score -143198 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 474 members 
Entering Unmasked Estep 
Score: -141397.390625 Penalty: 3397.662598
	Iteration 0F: 3 clusters Score -141397.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -141874.937500 Penalty: 3397.662598
	Iteration 1F: 3 clusters Score -141874.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -142100.000000 Penalty: 3397.662598
	Iteration 2F: 3 clusters Score -142100 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -142243.234375 Penalty: 3397.662598
	Iteration 3F: 3 clusters Score -142243.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -142362.859375 Penalty: 3397.662598
	Iteration 4Q: 3 clusters Score -142362.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -142504.000000 Penalty: 3397.662598
	Iteration 5Q: 3 clusters Score -142504 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -142653.406250 Penalty: 3397.662598
	Iteration 6Q: 3 clusters Score -142653.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -142836.281250 Penalty: 3397.662598
	Iteration 7Q: 3 clusters Score -142836.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -142995.843750 Penalty: 3397.662598
	Iteration 8Q: 3 clusters Score -142995.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -143165.468750 Penalty: 3397.662598
	Iteration 9Q: 3 clusters Score -143165.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -143295.906250 Penalty: 3397.662598
	Iteration 10Q: 3 clusters Score -143295.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -143382.765625 Penalty: 3397.662598
	Iteration 11Q: 3 clusters Score -143382.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -143463.437500 Penalty: 3397.662598
	Iteration 12Q: 3 clusters Score -143463.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -143517.625000 Penalty: 3397.662598
	Iteration 13Q: 3 clusters Score -143517.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -143533.468750 Penalty: 3397.662598
	Iteration 14Q: 3 clusters Score -143533.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -143552.140625 Penalty: 3397.662598
	Iteration 15Q: 3 clusters Score -143552.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -143568.781250 Penalty: 3397.662598
	Iteration 16Q: 3 clusters Score -143568.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -143578.125000 Penalty: 3397.662598
	Iteration 17Q: 3 clusters Score -143578.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -143580.156250 Penalty: 3397.662598
	Iteration 18Q: 3 clusters Score -143580.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -143592.109375 Penalty: 3397.662598
	Iteration 19F: 3 clusters Score -143592.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -143631.328125 Penalty: 3397.662598
	Iteration 20F: 3 clusters Score -143631.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -143735.156250 Penalty: 3397.662598
	Iteration 21Q: 3 clusters Score -143735.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -143777.328125 Penalty: 3397.662598
	Iteration 22Q: 3 clusters Score -143777.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -143798.703125 Penalty: 3397.662598
	Iteration 23Q: 3 clusters Score -143798.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -143809.750000 Penalty: 3397.662598
	Iteration 24Q: 3 clusters Score -143809.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -143817.625000 Penalty: 3397.662598
	Iteration 25Q: 3 clusters Score -143817.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -143823.625000 Penalty: 3397.662598
	Iteration 26Q: 3 clusters Score -143823.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -143825.562500 Penalty: 3397.662598
	Iteration 27Q: 3 clusters Score -143825.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -143827.921875 Penalty: 3397.662598
	Iteration 28Q: 3 clusters Score -143827.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -143827.921875 Penalty: 3397.662598
	Iteration 29F: 3 clusters Score -143827.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 43619 members 
Mstep: Class 2 contains 486 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47655 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44602 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 47669 members 
Mstep: Class 9 contains 2734 members 
Mstep: Class 10 contains 47932 members 
Mstep: Class 11 contains 41626 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45576 members 
Mstep: Class 14 contains 29144 members 
Mstep: Class 15 contains 46172 members 
Mstep: Class 16 contains 44060 members 
Mstep: Class 17 contains 43916 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 40691 members 
Mstep: Class 20 contains 43833 members 
Mstep: Class 21 contains 43705 members 
Mstep: Class 22 contains 458 members 
Entering Unmasked Estep 
Score: -111202760.000000 Penalty: 72750.632812
Splitting cluster 2 changes total score from -111203840.000000 to -111202760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Entering Unmasked Estep 
Score: -105962.210938 Penalty: 1647.659912
	Iteration 0F: 2 clusters Score -105962.2 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 402 members 
Entering Unmasked Estep 
Score: -104296.945312 Penalty: 3295.319824
	Iteration 0F: 3 clusters Score -104296.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -104662.140625 Penalty: 3295.319824
	Iteration 1F: 3 clusters Score -104662.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -104829.093750 Penalty: 3295.319824
	Iteration 2F: 3 clusters Score -104829.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -104992.679688 Penalty: 3295.319824
	Iteration 3F: 3 clusters Score -104992.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -105091.039062 Penalty: 3295.319824
	Iteration 4F: 3 clusters Score -105091 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -105197.734375 Penalty: 3295.319824
	Iteration 5Q: 3 clusters Score -105197.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -105297.070312 Penalty: 3295.319824
	Iteration 6Q: 3 clusters Score -105297.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -105350.492188 Penalty: 3295.319824
	Iteration 7Q: 3 clusters Score -105350.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -105423.984375 Penalty: 3295.319824
	Iteration 8Q: 3 clusters Score -105424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -105480.703125 Penalty: 3295.319824
	Iteration 9Q: 3 clusters Score -105480.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -105510.562500 Penalty: 3295.319824
	Iteration 10Q: 3 clusters Score -105510.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -105537.773438 Penalty: 3295.319824
	Iteration 11Q: 3 clusters Score -105537.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -105559.484375 Penalty: 3295.319824
	Iteration 12Q: 3 clusters Score -105559.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -105581.343750 Penalty: 3295.319824
	Iteration 13Q: 3 clusters Score -105581.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -105623.234375 Penalty: 3295.319824
	Iteration 14Q: 3 clusters Score -105623.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -105655.734375 Penalty: 3295.319824
	Iteration 15Q: 3 clusters Score -105655.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -105679.945312 Penalty: 3295.319824
	Iteration 16Q: 3 clusters Score -105679.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -105691.750000 Penalty: 3295.319824
	Iteration 17Q: 3 clusters Score -105691.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -105698.992188 Penalty: 3295.319824
	Iteration 18Q: 3 clusters Score -105699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -105704.796875 Penalty: 3295.319824
	Iteration 19Q: 3 clusters Score -105704.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -105719.601562 Penalty: 3295.319824
	Iteration 20F: 3 clusters Score -105719.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -105758.742188 Penalty: 3295.319824
	Iteration 21Q: 3 clusters Score -105758.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -105789.851562 Penalty: 3295.319824
	Iteration 22Q: 3 clusters Score -105789.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -105821.289062 Penalty: 3295.319824
	Iteration 23Q: 3 clusters Score -105821.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -105829.984375 Penalty: 3295.319824
	Iteration 24Q: 3 clusters Score -105830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -105834.609375 Penalty: 3295.319824
	Iteration 25Q: 3 clusters Score -105834.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -105843.015625 Penalty: 3295.319824
	Iteration 26F: 3 clusters Score -105843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -105851.648438 Penalty: 3295.319824
	Iteration 27Q: 3 clusters Score -105851.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -105862.984375 Penalty: 3295.319824
	Iteration 28Q: 3 clusters Score -105863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -105869.148438 Penalty: 3295.319824
	Iteration 29Q: 3 clusters Score -105869.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -105872.796875 Penalty: 3295.319824
	Iteration 30Q: 3 clusters Score -105872.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -105876.953125 Penalty: 3295.319824
	Iteration 31Q: 3 clusters Score -105877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -105879.492188 Penalty: 3295.319824
	Iteration 32Q: 3 clusters Score -105879.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -105880.742188 Penalty: 3295.319824
	Iteration 33Q: 3 clusters Score -105880.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -105889.703125 Penalty: 3295.319824
	Iteration 34Q: 3 clusters Score -105889.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -105903.656250 Penalty: 3295.319824
	Iteration 35Q: 3 clusters Score -105903.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -105912.507812 Penalty: 3295.319824
	Iteration 36Q: 3 clusters Score -105912.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -105916.921875 Penalty: 3295.319824
	Iteration 37F: 3 clusters Score -105916.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -105922.617188 Penalty: 3295.319824
	Iteration 38Q: 3 clusters Score -105922.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -105922.617188 Penalty: 3295.319824
	Iteration 39F: 3 clusters Score -105922.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47655 members 
Entering Unmasked Estep 
Score: -8639313.000000 Penalty: 2671.392334
	Iteration 0F: 2 clusters Score -8639313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -8608781.000000 Penalty: 5342.784668
	Iteration 0F: 3 clusters Score -8608781 nChanged 21836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -8620894.000000 Penalty: 5342.784668
	Iteration 1F: 3 clusters Score -8620894 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -8621461.000000 Penalty: 5342.784668
	Iteration 2Q: 3 clusters Score -8621461 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -8622015.000000 Penalty: 5342.784668
	Iteration 3Q: 3 clusters Score -8622015 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27215 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -8622632.000000 Penalty: 5342.784668
	Iteration 4Q: 3 clusters Score -8622632 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -8623411.000000 Penalty: 5342.784668
	Iteration 5Q: 3 clusters Score -8623411 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30668 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -8624508.000000 Penalty: 5342.784668
	Iteration 6Q: 3 clusters Score -8624508 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33254 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -8626235.000000 Penalty: 5342.784668
	Iteration 7F: 3 clusters Score -8626235 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36198 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -8628586.000000 Penalty: 5342.784668
	Iteration 8F: 3 clusters Score -8628586 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -8631089.000000 Penalty: 5342.784668
	Iteration 9F: 3 clusters Score -8631089 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -8633329.000000 Penalty: 5342.784668
	Iteration 10F: 3 clusters Score -8633329 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43753 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -8634871.000000 Penalty: 5342.784668
	Iteration 11Q: 3 clusters Score -8634871 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -8635786.000000 Penalty: 5342.784668
	Iteration 12Q: 3 clusters Score -8635786 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45903 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -8636332.000000 Penalty: 5342.784668
	Iteration 13Q: 3 clusters Score -8636332 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46417 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -8636620.000000 Penalty: 5342.784668
	Iteration 14Q: 3 clusters Score -8636620 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46728 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -8636812.000000 Penalty: 5342.784668
	Iteration 15Q: 3 clusters Score -8636812 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8636892.000000 Penalty: 5342.784668
	Iteration 16Q: 3 clusters Score -8636892 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46981 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -8636959.000000 Penalty: 5342.784668
	Iteration 17Q: 3 clusters Score -8636959 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -8636970.000000 Penalty: 5342.784668
	Iteration 18Q: 3 clusters Score -8636970 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -8636998.000000 Penalty: 5342.784668
	Iteration 19Q: 3 clusters Score -8636998 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47123 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -8637036.000000 Penalty: 5342.784668
	Iteration 20F: 3 clusters Score -8637036 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47154 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8637043.000000 Penalty: 5342.784668
	Iteration 21Q: 3 clusters Score -8637043 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47175 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -8637057.000000 Penalty: 5342.784668
	Iteration 22Q: 3 clusters Score -8637057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47188 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8637071.000000 Penalty: 5342.784668
	Iteration 23Q: 3 clusters Score -8637071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47196 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -8637083.000000 Penalty: 5342.784668
	Iteration 24Q: 3 clusters Score -8637083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47199 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -8637089.000000 Penalty: 5342.784668
	Iteration 25Q: 3 clusters Score -8637089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47205 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8637093.000000 Penalty: 5342.784668
	Iteration 26Q: 3 clusters Score -8637093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47207 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -8637075.000000 Penalty: 5342.784668
	Iteration 27Q: 3 clusters Score -8637075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47211 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -8637091.000000 Penalty: 5342.784668
	Iteration 28Q: 3 clusters Score -8637091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47215 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -8637092.000000 Penalty: 5342.784668
	Iteration 29Q: 3 clusters Score -8637092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47216 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -8637093.000000 Penalty: 5342.784668
	Iteration 30Q: 3 clusters Score -8637093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47217 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -8637091.000000 Penalty: 5342.784668
	Iteration 31Q: 3 clusters Score -8637091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47218 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -8637096.000000 Penalty: 5342.784668
	Iteration 32Q: 3 clusters Score -8637096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47220 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -8637094.000000 Penalty: 5342.784668
	Iteration 33Q: 3 clusters Score -8637094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -8637097.000000 Penalty: 5342.784668
	Iteration 34Q: 3 clusters Score -8637097 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47221 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -8637097.000000 Penalty: 5342.784668
	Iteration 35F: 3 clusters Score -8637097 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -36811.179688 Penalty: 1512.322510
	Iteration 0F: 2 clusters Score -36811.18 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 232 members 
Entering Unmasked Estep 
Score: -35596.687500 Penalty: 3024.645020
	Iteration 0F: 3 clusters Score -35596.69 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -35879.257812 Penalty: 3024.645020
	Iteration 1F: 3 clusters Score -35879.26 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -35951.808594 Penalty: 3024.645020
	Iteration 2F: 3 clusters Score -35951.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -35997.445312 Penalty: 3024.645020
	Iteration 3Q: 3 clusters Score -35997.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -36056.964844 Penalty: 3024.645020
	Iteration 4Q: 3 clusters Score -36056.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -36175.921875 Penalty: 3024.645020
	Iteration 5Q: 3 clusters Score -36175.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36202.257812 Penalty: 3024.645020
	Iteration 6Q: 3 clusters Score -36202.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -36205.734375 Penalty: 3024.645020
	Iteration 7Q: 3 clusters Score -36205.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -36209.320312 Penalty: 3024.645020
	Iteration 8Q: 3 clusters Score -36209.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -36210.875000 Penalty: 3024.645020
	Iteration 9Q: 3 clusters Score -36210.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -36212.132812 Penalty: 3024.645020
	Iteration 10F: 3 clusters Score -36212.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -36292.207031 Penalty: 3024.645020
	Iteration 11Q: 3 clusters Score -36292.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -36347.464844 Penalty: 3024.645020
	Iteration 12Q: 3 clusters Score -36347.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -36364.816406 Penalty: 3024.645020
	Iteration 13Q: 3 clusters Score -36364.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -36366.042969 Penalty: 3024.645020
	Iteration 14Q: 3 clusters Score -36366.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -36366.042969 Penalty: 3024.645020
	Iteration 15F: 3 clusters Score -36366.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (44602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44602 members 
Entering Unmasked Estep 
Score: -8142499.500000 Penalty: 2654.972412
	Iteration 0F: 2 clusters Score -8142500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 22531 members 
Entering Unmasked Estep 
Score: -8113140.000000 Penalty: 5309.944824
	Iteration 0F: 3 clusters Score -8113140 nChanged 20478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -8124476.500000 Penalty: 5309.944824
	Iteration 1F: 3 clusters Score -8124476 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -8125206.000000 Penalty: 5309.944824
	Iteration 2Q: 3 clusters Score -8125206 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -8126172.500000 Penalty: 5309.944824
	Iteration 3Q: 3 clusters Score -8126172 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -8127466.500000 Penalty: 5309.944824
	Iteration 4Q: 3 clusters Score -8127466 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -8129127.000000 Penalty: 5309.944824
	Iteration 5F: 3 clusters Score -8129127 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -8130908.000000 Penalty: 5309.944824
	Iteration 6F: 3 clusters Score -8130908 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -8132728.000000 Penalty: 5309.944824
	Iteration 7F: 3 clusters Score -8132728 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -8134499.500000 Penalty: 5309.944824
	Iteration 8F: 3 clusters Score -8134500 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -8136049.500000 Penalty: 5309.944824
	Iteration 9Q: 3 clusters Score -8136050 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
Score: -8137326.500000 Penalty: 5309.944824
	Iteration 10Q: 3 clusters Score -8137326 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -8138382.500000 Penalty: 5309.944824
	Iteration 11Q: 3 clusters Score -8138382 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -8139095.500000 Penalty: 5309.944824
	Iteration 12Q: 3 clusters Score -8139096 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -8139493.000000 Penalty: 5309.944824
	Iteration 13Q: 3 clusters Score -8139493 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 42998 members 
Entering Unmasked Estep 
Score: -8139738.500000 Penalty: 5309.944824
	Iteration 14Q: 3 clusters Score -8139738 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 43309 members 
Entering Unmasked Estep 
Score: -8139933.500000 Penalty: 5309.944824
	Iteration 15Q: 3 clusters Score -8139934 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -8140050.000000 Penalty: 5309.944824
	Iteration 16Q: 3 clusters Score -8140050 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 43641 members 
Entering Unmasked Estep 
Score: -8140124.500000 Penalty: 5309.944824
	Iteration 17Q: 3 clusters Score -8140124 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -8140173.000000 Penalty: 5309.944824
	Iteration 18Q: 3 clusters Score -8140173 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 43800 members 
Entering Unmasked Estep 
Score: -8140230.500000 Penalty: 5309.944824
	Iteration 19Q: 3 clusters Score -8140230 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 43846 members 
Entering Unmasked Estep 
Score: -8140249.000000 Penalty: 5309.944824
	Iteration 20F: 3 clusters Score -8140249 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 43879 members 
Entering Unmasked Estep 
Score: -8140263.000000 Penalty: 5309.944824
	Iteration 21Q: 3 clusters Score -8140263 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 43904 members 
Entering Unmasked Estep 
Score: -8140285.500000 Penalty: 5309.944824
	Iteration 22Q: 3 clusters Score -8140286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -8140293.500000 Penalty: 5309.944824
	Iteration 23Q: 3 clusters Score -8140294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 43935 members 
Entering Unmasked Estep 
Score: -8140304.500000 Penalty: 5309.944824
	Iteration 24Q: 3 clusters Score -8140304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
Score: -8140325.000000 Penalty: 5309.944824
	Iteration 25Q: 3 clusters Score -8140325 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 43963 members 
Entering Unmasked Estep 
Score: -8140338.500000 Penalty: 5309.944824
	Iteration 26Q: 3 clusters Score -8140338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 43968 members 
Entering Unmasked Estep 
Score: -8140343.500000 Penalty: 5309.944824
	Iteration 27Q: 3 clusters Score -8140344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 43973 members 
Entering Unmasked Estep 
Score: -8140350.500000 Penalty: 5309.944824
	Iteration 28Q: 3 clusters Score -8140350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 43983 members 
Entering Unmasked Estep 
Score: -8140354.500000 Penalty: 5309.944824
	Iteration 29Q: 3 clusters Score -8140354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -8140360.000000 Penalty: 5309.944824
	Iteration 30Q: 3 clusters Score -8140360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 44003 members 
Entering Unmasked Estep 
Score: -8140372.500000 Penalty: 5309.944824
	Iteration 31Q: 3 clusters Score -8140372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 44012 members 
Entering Unmasked Estep 
Score: -8140378.500000 Penalty: 5309.944824
	Iteration 32Q: 3 clusters Score -8140378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 44017 members 
Entering Unmasked Estep 
Score: -8140380.500000 Penalty: 5309.944824
	Iteration 33Q: 3 clusters Score -8140380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 44018 members 
Entering Unmasked Estep 
Score: -8140387.000000 Penalty: 5309.944824
	Iteration 34Q: 3 clusters Score -8140387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 44020 members 
Entering Unmasked Estep 
Score: -8140391.000000 Penalty: 5309.944824
	Iteration 35Q: 3 clusters Score -8140391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
Score: -8140391.000000 Penalty: 5309.944824
	Iteration 36Q: 3 clusters Score -8140391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -8140393.000000 Penalty: 5309.944824
	Iteration 37Q: 3 clusters Score -8140393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 44025 members 
Entering Unmasked Estep 
Score: -8140394.000000 Penalty: 5309.944824
	Iteration 38Q: 3 clusters Score -8140394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 44027 members 
Entering Unmasked Estep 
Score: -8140391.500000 Penalty: 5309.944824
	Iteration 39Q: 3 clusters Score -8140392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 44032 members 
Entering Unmasked Estep 
Score: -8140395.000000 Penalty: 5309.944824
	Iteration 40F: 3 clusters Score -8140395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 44037 members 
Entering Unmasked Estep 
Score: -8140403.000000 Penalty: 5309.944824
	Iteration 41Q: 3 clusters Score -8140403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 44037 members 
Entering Unmasked Estep 
Score: -8140400.000000 Penalty: 5309.944824
	Iteration 42Q: 3 clusters Score -8140400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -8140402.500000 Penalty: 5309.944824
	Iteration 43Q: 3 clusters Score -8140402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 44042 members 
Entering Unmasked Estep 
Score: -8140407.500000 Penalty: 5309.944824
	Iteration 44Q: 3 clusters Score -8140408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 44043 members 
Entering Unmasked Estep 
Score: -8140401.500000 Penalty: 5309.944824
	Iteration 45Q: 3 clusters Score -8140402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 44044 members 
Entering Unmasked Estep 
Score: -8140405.000000 Penalty: 5309.944824
	Iteration 46Q: 3 clusters Score -8140405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 44044 members 
Entering Unmasked Estep 
Score: -8140405.000000 Penalty: 5309.944824
	Iteration 47F: 3 clusters Score -8140405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Entering Unmasked Estep 
Score: -231957.593750 Penalty: 1787.365479
	Iteration 0F: 2 clusters Score -231957.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -229775.500000 Penalty: 3574.730957
	Iteration 0F: 3 clusters Score -229775.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -230196.203125 Penalty: 3574.730957
	Iteration 1F: 3 clusters Score -230196.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -230345.406250 Penalty: 3574.730957
	Iteration 2F: 3 clusters Score -230345.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -230456.625000 Penalty: 3574.730957
	Iteration 3Q: 3 clusters Score -230456.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -230523.250000 Penalty: 3574.730957
	Iteration 4Q: 3 clusters Score -230523.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -230608.156250 Penalty: 3574.730957
	Iteration 5Q: 3 clusters Score -230608.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -230672.718750 Penalty: 3574.730957
	Iteration 6Q: 3 clusters Score -230672.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -230711.015625 Penalty: 3574.730957
	Iteration 7Q: 3 clusters Score -230711 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -230753.750000 Penalty: 3574.730957
	Iteration 8Q: 3 clusters Score -230753.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -230788.687500 Penalty: 3574.730957
	Iteration 9Q: 3 clusters Score -230788.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -230807.921875 Penalty: 3574.730957
	Iteration 10Q: 3 clusters Score -230807.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -230832.656250 Penalty: 3574.730957
	Iteration 11Q: 3 clusters Score -230832.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -230849.578125 Penalty: 3574.730957
	Iteration 12Q: 3 clusters Score -230849.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -230859.828125 Penalty: 3574.730957
	Iteration 13Q: 3 clusters Score -230859.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -230870.890625 Penalty: 3574.730957
	Iteration 14Q: 3 clusters Score -230870.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -230878.578125 Penalty: 3574.730957
	Iteration 15Q: 3 clusters Score -230878.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -230886.171875 Penalty: 3574.730957
	Iteration 16Q: 3 clusters Score -230886.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -230898.734375 Penalty: 3574.730957
	Iteration 17Q: 3 clusters Score -230898.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -230910.687500 Penalty: 3574.730957
	Iteration 18Q: 3 clusters Score -230910.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -230919.578125 Penalty: 3574.730957
	Iteration 19Q: 3 clusters Score -230919.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -230933.109375 Penalty: 3574.730957
	Iteration 20F: 3 clusters Score -230933.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -230949.656250 Penalty: 3574.730957
	Iteration 21Q: 3 clusters Score -230949.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -230957.609375 Penalty: 3574.730957
	Iteration 22Q: 3 clusters Score -230957.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -230963.046875 Penalty: 3574.730957
	Iteration 23Q: 3 clusters Score -230963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -230968.015625 Penalty: 3574.730957
	Iteration 24Q: 3 clusters Score -230968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -230973.953125 Penalty: 3574.730957
	Iteration 25Q: 3 clusters Score -230974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -230978.312500 Penalty: 3574.730957
	Iteration 26Q: 3 clusters Score -230978.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -230978.312500 Penalty: 3574.730957
	Iteration 27F: 3 clusters Score -230978.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47669 members 
Entering Unmasked Estep 
Score: -8813120.000000 Penalty: 2671.465088
	Iteration 0F: 2 clusters Score -8813120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -8783461.000000 Penalty: 5342.930176
	Iteration 0F: 3 clusters Score -8783461 nChanged 21916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -8795383.000000 Penalty: 5342.930176
	Iteration 1F: 3 clusters Score -8795383 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -8795904.000000 Penalty: 5342.930176
	Iteration 2Q: 3 clusters Score -8795904 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -8796359.000000 Penalty: 5342.930176
	Iteration 3Q: 3 clusters Score -8796359 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -8796921.000000 Penalty: 5342.930176
	Iteration 4Q: 3 clusters Score -8796921 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -8797499.000000 Penalty: 5342.930176
	Iteration 5Q: 3 clusters Score -8797499 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -8798342.000000 Penalty: 5342.930176
	Iteration 6Q: 3 clusters Score -8798342 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -8799539.000000 Penalty: 5342.930176
	Iteration 7Q: 3 clusters Score -8799539 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -8801235.000000 Penalty: 5342.930176
	Iteration 8F: 3 clusters Score -8801235 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -8803555.000000 Penalty: 5342.930176
	Iteration 9F: 3 clusters Score -8803555 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -8806076.000000 Penalty: 5342.930176
	Iteration 10F: 3 clusters Score -8806076 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 43215 members 
Entering Unmasked Estep 
Score: -8808346.000000 Penalty: 5342.930176
	Iteration 11F: 3 clusters Score -8808346 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 45290 members 
Entering Unmasked Estep 
Score: -8809692.000000 Penalty: 5342.930176
	Iteration 12Q: 3 clusters Score -8809692 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 46448 members 
Entering Unmasked Estep 
Score: -8810259.000000 Penalty: 5342.930176
	Iteration 13Q: 3 clusters Score -8810259 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 46989 members 
Entering Unmasked Estep 
Score: -8810565.000000 Penalty: 5342.930176
	Iteration 14Q: 3 clusters Score -8810565 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 47172 members 
Entering Unmasked Estep 
Score: -8810645.000000 Penalty: 5342.930176
	Iteration 15Q: 3 clusters Score -8810645 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -8810738.000000 Penalty: 5342.930176
	Iteration 16Q: 3 clusters Score -8810738 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 47301 members 
Entering Unmasked Estep 
Score: -8810794.000000 Penalty: 5342.930176
	Iteration 17Q: 3 clusters Score -8810794 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 47340 members 
Entering Unmasked Estep 
Score: -8810836.000000 Penalty: 5342.930176
	Iteration 18Q: 3 clusters Score -8810836 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 47361 members 
Entering Unmasked Estep 
Score: -8810867.000000 Penalty: 5342.930176
	Iteration 19Q: 3 clusters Score -8810867 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 47375 members 
Entering Unmasked Estep 
Score: -8810885.000000 Penalty: 5342.930176
	Iteration 20F: 3 clusters Score -8810885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 47382 members 
Entering Unmasked Estep 
Score: -8810912.000000 Penalty: 5342.930176
	Iteration 21Q: 3 clusters Score -8810912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 47386 members 
Entering Unmasked Estep 
Score: -8810904.000000 Penalty: 5342.930176
	Iteration 22Q: 3 clusters Score -8810904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 47390 members 
Entering Unmasked Estep 
Score: -8810908.000000 Penalty: 5342.930176
	Iteration 23Q: 3 clusters Score -8810908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 47390 members 
Entering Unmasked Estep 
Score: -8810908.000000 Penalty: 5342.930176
	Iteration 24Q: 3 clusters Score -8810908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 47390 members 
Entering Unmasked Estep 
Score: -8810908.000000 Penalty: 5342.930176
	Iteration 25F: 3 clusters Score -8810908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Entering Unmasked Estep 
Score: -457824.875000 Penalty: 1962.553223
	Iteration 0F: 2 clusters Score -457824.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -454742.437500 Penalty: 3925.106445
	Iteration 0F: 3 clusters Score -454742.4 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -455483.000000 Penalty: 3925.106445
	Iteration 1F: 3 clusters Score -455483 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -455983.593750 Penalty: 3925.106445
	Iteration 2F: 3 clusters Score -455983.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -456353.031250 Penalty: 3925.106445
	Iteration 3F: 3 clusters Score -456353 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -456648.343750 Penalty: 3925.106445
	Iteration 4F: 3 clusters Score -456648.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -456896.656250 Penalty: 3925.106445
	Iteration 5F: 3 clusters Score -456896.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -457156.343750 Penalty: 3925.106445
	Iteration 6F: 3 clusters Score -457156.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -457349.281250 Penalty: 3925.106445
	Iteration 7Q: 3 clusters Score -457349.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -457479.562500 Penalty: 3925.106445
	Iteration 8Q: 3 clusters Score -457479.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -457538.125000 Penalty: 3925.106445
	Iteration 9Q: 3 clusters Score -457538.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -457565.562500 Penalty: 3925.106445
	Iteration 10Q: 3 clusters Score -457565.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -457584.062500 Penalty: 3925.106445
	Iteration 11Q: 3 clusters Score -457584.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -457595.281250 Penalty: 3925.106445
	Iteration 12Q: 3 clusters Score -457595.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -457604.625000 Penalty: 3925.106445
	Iteration 13Q: 3 clusters Score -457604.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -457610.750000 Penalty: 3925.106445
	Iteration 14Q: 3 clusters Score -457610.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -457614.218750 Penalty: 3925.106445
	Iteration 15Q: 3 clusters Score -457614.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -457615.062500 Penalty: 3925.106445
	Iteration 16Q: 3 clusters Score -457615.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -457616.125000 Penalty: 3925.106445
	Iteration 17Q: 3 clusters Score -457616.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -457616.218750 Penalty: 3925.106445
	Iteration 18Q: 3 clusters Score -457616.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -457617.093750 Penalty: 3925.106445
	Iteration 19Q: 3 clusters Score -457617.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -457618.343750 Penalty: 3925.106445
	Iteration 20F: 3 clusters Score -457618.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (47932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47932 members 
Entering Unmasked Estep 
Score: -8874176.000000 Penalty: 2672.829590
	Iteration 0F: 2 clusters Score -8874176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 24154 members 
Entering Unmasked Estep 
Score: -8845012.000000 Penalty: 5345.659180
	Iteration 0F: 3 clusters Score -8845012 nChanged 21945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -8857388.000000 Penalty: 5345.659180
	Iteration 1F: 3 clusters Score -8857388 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -8858050.000000 Penalty: 5345.659180
	Iteration 2Q: 3 clusters Score -8858050 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -8858968.000000 Penalty: 5345.659180
	Iteration 3Q: 3 clusters Score -8858968 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -8860365.000000 Penalty: 5345.659180
	Iteration 4F: 3 clusters Score -8860365 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -8862486.000000 Penalty: 5345.659180
	Iteration 5F: 3 clusters Score -8862486 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
Score: -8865551.000000 Penalty: 5345.659180
	Iteration 6F: 3 clusters Score -8865551 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 42273 members 
Entering Unmasked Estep 
Score: -8868680.000000 Penalty: 5345.659180
	Iteration 7F: 3 clusters Score -8868680 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 45204 members 
Entering Unmasked Estep 
Score: -8870568.000000 Penalty: 5345.659180
	Iteration 8F: 3 clusters Score -8870568 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -8871373.000000 Penalty: 5345.659180
	Iteration 9Q: 3 clusters Score -8871373 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 47407 members 
Entering Unmasked Estep 
Score: -8871671.000000 Penalty: 5345.659180
	Iteration 10Q: 3 clusters Score -8871671 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 47596 members 
Entering Unmasked Estep 
Score: -8871803.000000 Penalty: 5345.659180
	Iteration 11Q: 3 clusters Score -8871803 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 47644 members 
Entering Unmasked Estep 
Score: -8871841.000000 Penalty: 5345.659180
	Iteration 12Q: 3 clusters Score -8871841 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -8871888.000000 Penalty: 5345.659180
	Iteration 13Q: 3 clusters Score -8871888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 47680 members 
Entering Unmasked Estep 
Score: -8871886.000000 Penalty: 5345.659180
	Iteration 14Q: 3 clusters Score -8871886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 47691 members 
Entering Unmasked Estep 
Score: -8871895.000000 Penalty: 5345.659180
	Iteration 15Q: 3 clusters Score -8871895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 47697 members 
Entering Unmasked Estep 
Score: -8871906.000000 Penalty: 5345.659180
	Iteration 16Q: 3 clusters Score -8871906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 47703 members 
Entering Unmasked Estep 
Score: -8871914.000000 Penalty: 5345.659180
	Iteration 17Q: 3 clusters Score -8871914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 47702 members 
Entering Unmasked Estep 
Score: -8871920.000000 Penalty: 5345.659180
	Iteration 18Q: 3 clusters Score -8871920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 47704 members 
Entering Unmasked Estep 
Score: -8871919.000000 Penalty: 5345.659180
	Iteration 19Q: 3 clusters Score -8871919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 47707 members 
Entering Unmasked Estep 
Score: -8871921.000000 Penalty: 5345.659180
	Iteration 20F: 3 clusters Score -8871921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 47707 members 
Entering Unmasked Estep 
Score: -8871927.000000 Penalty: 5345.659180
	Iteration 21Q: 3 clusters Score -8871927 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 47707 members 
Entering Unmasked Estep 
Score: -8871927.000000 Penalty: 5345.659180
	Iteration 22F: 3 clusters Score -8871927 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41626 members 
Entering Unmasked Estep 
Score: -7616822.000000 Penalty: 2637.847168
	Iteration 0F: 2 clusters Score -7616822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -7588825.000000 Penalty: 5275.694336
	Iteration 0F: 3 clusters Score -7588825 nChanged 19022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -7599390.000000 Penalty: 5275.694336
	Iteration 1F: 3 clusters Score -7599390 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -7600006.500000 Penalty: 5275.694336
	Iteration 2Q: 3 clusters Score -7600006 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -7600710.000000 Penalty: 5275.694336
	Iteration 3Q: 3 clusters Score -7600710 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 24527 members 
Entering Unmasked Estep 
Score: -7601552.500000 Penalty: 5275.694336
	Iteration 4Q: 3 clusters Score -7601552 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -7602672.500000 Penalty: 5275.694336
	Iteration 5Q: 3 clusters Score -7602672 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 27521 members 
Entering Unmasked Estep 
Score: -7604142.000000 Penalty: 5275.694336
	Iteration 6F: 3 clusters Score -7604142 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -7605841.000000 Penalty: 5275.694336
	Iteration 7F: 3 clusters Score -7605841 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 31340 members 
Entering Unmasked Estep 
Score: -7607624.500000 Penalty: 5275.694336
	Iteration 8F: 3 clusters Score -7607624 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -7609204.500000 Penalty: 5275.694336
	Iteration 9Q: 3 clusters Score -7609204 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 34892 members 
Entering Unmasked Estep 
Score: -7610561.000000 Penalty: 5275.694336
	Iteration 10Q: 3 clusters Score -7610561 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -7611563.500000 Penalty: 5275.694336
	Iteration 11Q: 3 clusters Score -7611564 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -7612409.000000 Penalty: 5275.694336
	Iteration 12Q: 3 clusters Score -7612409 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 38411 members 
Entering Unmasked Estep 
Score: -7612955.000000 Penalty: 5275.694336
	Iteration 13Q: 3 clusters Score -7612955 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 39137 members 
Entering Unmasked Estep 
Score: -7613384.500000 Penalty: 5275.694336
	Iteration 14Q: 3 clusters Score -7613384 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -7613713.500000 Penalty: 5275.694336
	Iteration 15Q: 3 clusters Score -7613714 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -7614000.500000 Penalty: 5275.694336
	Iteration 16Q: 3 clusters Score -7614000 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 40323 members 
Entering Unmasked Estep 
Score: -7614197.500000 Penalty: 5275.694336
	Iteration 17Q: 3 clusters Score -7614198 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
Score: -7614314.500000 Penalty: 5275.694336
	Iteration 18Q: 3 clusters Score -7614314 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -7614402.500000 Penalty: 5275.694336
	Iteration 19Q: 3 clusters Score -7614402 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -7614469.500000 Penalty: 5275.694336
	Iteration 20F: 3 clusters Score -7614470 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -7614513.000000 Penalty: 5275.694336
	Iteration 21Q: 3 clusters Score -7614513 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -7614544.000000 Penalty: 5275.694336
	Iteration 22Q: 3 clusters Score -7614544 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -7614553.000000 Penalty: 5275.694336
	Iteration 23Q: 3 clusters Score -7614553 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -7614578.000000 Penalty: 5275.694336
	Iteration 24Q: 3 clusters Score -7614578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -7614609.500000 Penalty: 5275.694336
	Iteration 25Q: 3 clusters Score -7614610 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
Score: -7614628.000000 Penalty: 5275.694336
	Iteration 26Q: 3 clusters Score -7614628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -7614639.500000 Penalty: 5275.694336
	Iteration 27Q: 3 clusters Score -7614640 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -7614638.000000 Penalty: 5275.694336
	Iteration 28Q: 3 clusters Score -7614638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -7614643.000000 Penalty: 5275.694336
	Iteration 29Q: 3 clusters Score -7614643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -7614641.500000 Penalty: 5275.694336
	Iteration 30Q: 3 clusters Score -7614642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -7614640.000000 Penalty: 5275.694336
	Iteration 31Q: 3 clusters Score -7614640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -7614641.000000 Penalty: 5275.694336
	Iteration 32Q: 3 clusters Score -7614641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -7614643.500000 Penalty: 5275.694336
	Iteration 33Q: 3 clusters Score -7614644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -7614642.500000 Penalty: 5275.694336
	Iteration 34Q: 3 clusters Score -7614642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -7614642.500000 Penalty: 5275.694336
	Iteration 35Q: 3 clusters Score -7614642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -7614642.500000 Penalty: 5275.694336
	Iteration 36Q: 3 clusters Score -7614642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -7614649.500000 Penalty: 5275.694336
	Iteration 37Q: 3 clusters Score -7614650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -7614645.000000 Penalty: 5275.694336
	Iteration 38Q: 3 clusters Score -7614645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -7614652.000000 Penalty: 5275.694336
	Iteration 39Q: 3 clusters Score -7614652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -7614650.000000 Penalty: 5275.694336
	Iteration 40F: 3 clusters Score -7614650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -7614651.000000 Penalty: 5275.694336
	Iteration 41Q: 3 clusters Score -7614651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 40908 members 
Entering Unmasked Estep 
Score: -7614651.000000 Penalty: 5275.694336
	Iteration 42F: 3 clusters Score -7614651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -88868.484375 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -88868.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -87211.421875 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -87211.42 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -87700.281250 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -87700.28 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -87997.101562 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -87997.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -88166.320312 Penalty: 3292.729736
	Iteration 3F: 3 clusters Score -88166.32 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -88305.312500 Penalty: 3292.729736
	Iteration 4Q: 3 clusters Score -88305.31 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -88423.859375 Penalty: 3292.729736
	Iteration 5Q: 3 clusters Score -88423.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -88520.218750 Penalty: 3292.729736
	Iteration 6Q: 3 clusters Score -88520.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -88565.187500 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -88565.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -88613.789062 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -88613.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -88632.531250 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -88632.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -88639.250000 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -88639.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -88654.812500 Penalty: 3292.729736
	Iteration 11Q: 3 clusters Score -88654.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -88666.812500 Penalty: 3292.729736
	Iteration 12Q: 3 clusters Score -88666.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -88674.585938 Penalty: 3292.729736
	Iteration 13Q: 3 clusters Score -88674.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -88680.234375 Penalty: 3292.729736
	Iteration 14Q: 3 clusters Score -88680.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -88683.062500 Penalty: 3292.729736
	Iteration 15Q: 3 clusters Score -88683.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -88688.171875 Penalty: 3292.729736
	Iteration 16Q: 3 clusters Score -88688.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -88693.273438 Penalty: 3292.729736
	Iteration 17F: 3 clusters Score -88693.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -88705.617188 Penalty: 3292.729736
	Iteration 18Q: 3 clusters Score -88705.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -88714.921875 Penalty: 3292.729736
	Iteration 19Q: 3 clusters Score -88714.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -88725.757812 Penalty: 3292.729736
	Iteration 20F: 3 clusters Score -88725.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -88744.875000 Penalty: 3292.729736
	Iteration 21Q: 3 clusters Score -88744.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -88762.234375 Penalty: 3292.729736
	Iteration 22Q: 3 clusters Score -88762.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -88795.007812 Penalty: 3292.729736
	Iteration 23Q: 3 clusters Score -88795.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -88817.976562 Penalty: 3292.729736
	Iteration 24Q: 3 clusters Score -88817.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -88824.664062 Penalty: 3292.729736
	Iteration 25Q: 3 clusters Score -88824.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -88828.187500 Penalty: 3292.729736
	Iteration 26Q: 3 clusters Score -88828.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -88828.187500 Penalty: 3292.729736
	Iteration 27F: 3 clusters Score -88828.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (45576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45576 members 
Entering Unmasked Estep 
Score: -8369819.500000 Penalty: 2660.329834
	Iteration 0F: 2 clusters Score -8369820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 22920 members 
Entering Unmasked Estep 
Score: -8341663.000000 Penalty: 5320.659668
	Iteration 0F: 3 clusters Score -8341663 nChanged 21098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -8353639.000000 Penalty: 5320.659668
	Iteration 1F: 3 clusters Score -8353639 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -8354577.000000 Penalty: 5320.659668
	Iteration 2Q: 3 clusters Score -8354577 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -8355745.000000 Penalty: 5320.659668
	Iteration 3F: 3 clusters Score -8355745 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -8357411.500000 Penalty: 5320.659668
	Iteration 4F: 3 clusters Score -8357412 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -8359683.500000 Penalty: 5320.659668
	Iteration 5F: 3 clusters Score -8359684 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -8362590.000000 Penalty: 5320.659668
	Iteration 6F: 3 clusters Score -8362590 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -8365516.500000 Penalty: 5320.659668
	Iteration 7F: 3 clusters Score -8365516 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -8367535.000000 Penalty: 5320.659668
	Iteration 8Q: 3 clusters Score -8367535 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 40076 members 
Entering Unmasked Estep 
Score: -8368562.500000 Penalty: 5320.659668
	Iteration 9Q: 3 clusters Score -8368562 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 40815 members 
Entering Unmasked Estep 
Score: -8368950.500000 Penalty: 5320.659668
	Iteration 10Q: 3 clusters Score -8368950 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 41347 members 
Entering Unmasked Estep 
Score: -8369110.000000 Penalty: 5320.659668
	Iteration 11Q: 3 clusters Score -8369110 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -8369186.000000 Penalty: 5320.659668
	Iteration 12Q: 3 clusters Score -8369186 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -8369178.000000 Penalty: 5320.659668
	Iteration 13Q: 3 clusters Score -8369178 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -8369205.500000 Penalty: 5320.659668
	Iteration 14Q: 3 clusters Score -8369206 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 43003 members 
Entering Unmasked Estep 
Score: -8369180.000000 Penalty: 5320.659668
	Iteration 15Q: 3 clusters Score -8369180 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -8369111.500000 Penalty: 5320.659668
	Iteration 16Q: 3 clusters Score -8369112 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 43574 members 
Entering Unmasked Estep 
Score: -8369031.000000 Penalty: 5320.659668
	Iteration 17Q: 3 clusters Score -8369031 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 43811 members 
Entering Unmasked Estep 
Score: -8368972.500000 Penalty: 5320.659668
	Iteration 18Q: 3 clusters Score -8368972 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 44018 members 
Entering Unmasked Estep 
Score: -8368899.000000 Penalty: 5320.659668
	Iteration 19Q: 3 clusters Score -8368899 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 44181 members 
Entering Unmasked Estep 
Score: -8368841.500000 Penalty: 5320.659668
	Iteration 20F: 3 clusters Score -8368842 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 44287 members 
Entering Unmasked Estep 
Score: -8368814.500000 Penalty: 5320.659668
	Iteration 21Q: 3 clusters Score -8368814 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 44367 members 
Entering Unmasked Estep 
Score: -8368790.000000 Penalty: 5320.659668
	Iteration 22Q: 3 clusters Score -8368790 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 44420 members 
Entering Unmasked Estep 
Score: -8368754.000000 Penalty: 5320.659668
	Iteration 23Q: 3 clusters Score -8368754 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -8368740.500000 Penalty: 5320.659668
	Iteration 24Q: 3 clusters Score -8368740 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 44486 members 
Entering Unmasked Estep 
Score: -8368724.500000 Penalty: 5320.659668
	Iteration 25Q: 3 clusters Score -8368724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -8368707.000000 Penalty: 5320.659668
	Iteration 26Q: 3 clusters Score -8368707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -8368699.500000 Penalty: 5320.659668
	Iteration 27Q: 3 clusters Score -8368700 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 44548 members 
Entering Unmasked Estep 
Score: -8368690.000000 Penalty: 5320.659668
	Iteration 28Q: 3 clusters Score -8368690 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 44580 members 
Entering Unmasked Estep 
Score: -8368681.000000 Penalty: 5320.659668
	Iteration 29Q: 3 clusters Score -8368681 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -8368653.000000 Penalty: 5320.659668
	Iteration 30Q: 3 clusters Score -8368653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 44616 members 
Entering Unmasked Estep 
Score: -8368656.000000 Penalty: 5320.659668
	Iteration 31Q: 3 clusters Score -8368656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 44629 members 
Entering Unmasked Estep 
Score: -8368640.000000 Penalty: 5320.659668
	Iteration 32Q: 3 clusters Score -8368640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 44646 members 
Entering Unmasked Estep 
Score: -8368630.500000 Penalty: 5320.659668
	Iteration 33Q: 3 clusters Score -8368630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 44659 members 
Entering Unmasked Estep 
Score: -8368607.500000 Penalty: 5320.659668
	Iteration 34Q: 3 clusters Score -8368608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 44674 members 
Entering Unmasked Estep 
Score: -8368592.000000 Penalty: 5320.659668
	Iteration 35Q: 3 clusters Score -8368592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 44684 members 
Entering Unmasked Estep 
Score: -8368591.500000 Penalty: 5320.659668
	Iteration 36Q: 3 clusters Score -8368592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 44694 members 
Entering Unmasked Estep 
Score: -8368589.500000 Penalty: 5320.659668
	Iteration 37Q: 3 clusters Score -8368590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 44704 members 
Entering Unmasked Estep 
Score: -8368585.500000 Penalty: 5320.659668
	Iteration 38Q: 3 clusters Score -8368586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
Score: -8368573.000000 Penalty: 5320.659668
	Iteration 39Q: 3 clusters Score -8368573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -8368573.000000 Penalty: 5320.659668
	Iteration 40F: 3 clusters Score -8368573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 44722 members 
Entering Unmasked Estep 
Score: -8368569.500000 Penalty: 5320.659668
	Iteration 41Q: 3 clusters Score -8368570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 44726 members 
Entering Unmasked Estep 
Score: -8368568.000000 Penalty: 5320.659668
	Iteration 42Q: 3 clusters Score -8368568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 44729 members 
Entering Unmasked Estep 
Score: -8368566.000000 Penalty: 5320.659668
	Iteration 43Q: 3 clusters Score -8368566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 44736 members 
Entering Unmasked Estep 
Score: -8368558.000000 Penalty: 5320.659668
	Iteration 44Q: 3 clusters Score -8368558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 44741 members 
Entering Unmasked Estep 
Score: -8368554.500000 Penalty: 5320.659668
	Iteration 45Q: 3 clusters Score -8368554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 44751 members 
Entering Unmasked Estep 
Score: -8368556.500000 Penalty: 5320.659668
	Iteration 46Q: 3 clusters Score -8368556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 44761 members 
Entering Unmasked Estep 
Score: -8368546.500000 Penalty: 5320.659668
	Iteration 47Q: 3 clusters Score -8368546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -8368551.000000 Penalty: 5320.659668
	Iteration 48Q: 3 clusters Score -8368551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -8368557.000000 Penalty: 5320.659668
	Iteration 49Q: 3 clusters Score -8368557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -8368539.000000 Penalty: 5320.659668
	Iteration 50Q: 3 clusters Score -8368539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -8368540.000000 Penalty: 5320.659668
	Iteration 51Q: 3 clusters Score -8368540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 44795 members 
Entering Unmasked Estep 
Score: -8368541.500000 Penalty: 5320.659668
	Iteration 52Q: 3 clusters Score -8368542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 44806 members 
Entering Unmasked Estep 
Score: -8368528.000000 Penalty: 5320.659668
	Iteration 53Q: 3 clusters Score -8368528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 44814 members 
Entering Unmasked Estep 
Score: -8368527.000000 Penalty: 5320.659668
	Iteration 54Q: 3 clusters Score -8368527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -8368523.500000 Penalty: 5320.659668
	Iteration 55Q: 3 clusters Score -8368524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 44838 members 
Entering Unmasked Estep 
Score: -8368533.500000 Penalty: 5320.659668
	Iteration 56Q: 3 clusters Score -8368534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -8368526.000000 Penalty: 5320.659668
	Iteration 57Q: 3 clusters Score -8368526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 44858 members 
Entering Unmasked Estep 
Score: -8368523.500000 Penalty: 5320.659668
	Iteration 58Q: 3 clusters Score -8368524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 44861 members 
Entering Unmasked Estep 
Score: -8368521.500000 Penalty: 5320.659668
	Iteration 59Q: 3 clusters Score -8368522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 44866 members 
Entering Unmasked Estep 
Score: -8368521.000000 Penalty: 5320.659668
	Iteration 60F: 3 clusters Score -8368521 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 44869 members 
Entering Unmasked Estep 
Score: -8368516.500000 Penalty: 5320.659668
	Iteration 61Q: 3 clusters Score -8368516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 44871 members 
Entering Unmasked Estep 
Score: -8368525.500000 Penalty: 5320.659668
	Iteration 62Q: 3 clusters Score -8368526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 44874 members 
Entering Unmasked Estep 
Score: -8368528.000000 Penalty: 5320.659668
	Iteration 63Q: 3 clusters Score -8368528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 44874 members 
Entering Unmasked Estep 
Score: -8368528.000000 Penalty: 5320.659668
	Iteration 64F: 3 clusters Score -8368528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29144 members 
Entering Unmasked Estep 
Score: -5179117.500000 Penalty: 2549.441162
	Iteration 0F: 2 clusters Score -5179118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -5159131.500000 Penalty: 5098.882324
	Iteration 0F: 3 clusters Score -5159132 nChanged 13191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -5166333.000000 Penalty: 5098.882324
	Iteration 1F: 3 clusters Score -5166333 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -5166788.000000 Penalty: 5098.882324
	Iteration 2Q: 3 clusters Score -5166788 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -5167327.500000 Penalty: 5098.882324
	Iteration 3Q: 3 clusters Score -5167328 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -5168004.000000 Penalty: 5098.882324
	Iteration 4Q: 3 clusters Score -5168004 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -5168985.000000 Penalty: 5098.882324
	Iteration 5F: 3 clusters Score -5168985 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -5170528.500000 Penalty: 5098.882324
	Iteration 6F: 3 clusters Score -5170528 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -5172487.000000 Penalty: 5098.882324
	Iteration 7F: 3 clusters Score -5172487 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -5174477.000000 Penalty: 5098.882324
	Iteration 8F: 3 clusters Score -5174477 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -5175814.000000 Penalty: 5098.882324
	Iteration 9Q: 3 clusters Score -5175814 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5176419.000000 Penalty: 5098.882324
	Iteration 10Q: 3 clusters Score -5176419 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5176649.500000 Penalty: 5098.882324
	Iteration 11Q: 3 clusters Score -5176650 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5176733.500000 Penalty: 5098.882324
	Iteration 12Q: 3 clusters Score -5176734 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -5176779.500000 Penalty: 5098.882324
	Iteration 13Q: 3 clusters Score -5176780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5176807.000000 Penalty: 5098.882324
	Iteration 14Q: 3 clusters Score -5176807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -5176822.000000 Penalty: 5098.882324
	Iteration 15Q: 3 clusters Score -5176822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5176832.500000 Penalty: 5098.882324
	Iteration 16Q: 3 clusters Score -5176832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -5176835.000000 Penalty: 5098.882324
	Iteration 17Q: 3 clusters Score -5176835 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -5176841.500000 Penalty: 5098.882324
	Iteration 18Q: 3 clusters Score -5176842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -5176845.500000 Penalty: 5098.882324
	Iteration 19Q: 3 clusters Score -5176846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -5176845.500000 Penalty: 5098.882324
	Iteration 20F: 3 clusters Score -5176846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (46172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46172 members 
Entering Unmasked Estep 
Score: -8418789.000000 Penalty: 2663.551758
	Iteration 0F: 2 clusters Score -8418789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -8389034.000000 Penalty: 5327.103516
	Iteration 0F: 3 clusters Score -8389034 nChanged 21118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -8400582.000000 Penalty: 5327.103516
	Iteration 1F: 3 clusters Score -8400582 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -8401066.000000 Penalty: 5327.103516
	Iteration 2Q: 3 clusters Score -8401066 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -8401536.000000 Penalty: 5327.103516
	Iteration 3Q: 3 clusters Score -8401536 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -8402057.000000 Penalty: 5327.103516
	Iteration 4Q: 3 clusters Score -8402057 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -8402777.000000 Penalty: 5327.103516
	Iteration 5Q: 3 clusters Score -8402777 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -8403961.000000 Penalty: 5327.103516
	Iteration 6Q: 3 clusters Score -8403961 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -8405615.000000 Penalty: 5327.103516
	Iteration 7F: 3 clusters Score -8405615 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -8408094.000000 Penalty: 5327.103516
	Iteration 8F: 3 clusters Score -8408094 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 36155 members 
Entering Unmasked Estep 
Score: -8410994.000000 Penalty: 5327.103516
	Iteration 9F: 3 clusters Score -8410994 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -8413715.000000 Penalty: 5327.103516
	Iteration 10F: 3 clusters Score -8413715 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -8415706.000000 Penalty: 5327.103516
	Iteration 11Q: 3 clusters Score -8415706 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 42219 members 
Entering Unmasked Estep 
Score: -8416952.000000 Penalty: 5327.103516
	Iteration 12Q: 3 clusters Score -8416952 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 42848 members 
Entering Unmasked Estep 
Score: -8417561.000000 Penalty: 5327.103516
	Iteration 13Q: 3 clusters Score -8417561 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 43182 members 
Entering Unmasked Estep 
Score: -8417839.000000 Penalty: 5327.103516
	Iteration 14Q: 3 clusters Score -8417839 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
Score: -8417960.000000 Penalty: 5327.103516
	Iteration 15Q: 3 clusters Score -8417960 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 43508 members 
Entering Unmasked Estep 
Score: -8417976.000000 Penalty: 5327.103516
	Iteration 16Q: 3 clusters Score -8417976 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -8417993.000000 Penalty: 5327.103516
	Iteration 17Q: 3 clusters Score -8417993 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -8417995.000000 Penalty: 5327.103516
	Iteration 18Q: 3 clusters Score -8417995 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
Score: -8417999.000000 Penalty: 5327.103516
	Iteration 19Q: 3 clusters Score -8417999 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 43794 members 
Entering Unmasked Estep 
Score: -8418005.000000 Penalty: 5327.103516
	Iteration 20F: 3 clusters Score -8418005 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 43833 members 
Entering Unmasked Estep 
Score: -8418002.000000 Penalty: 5327.103516
	Iteration 21Q: 3 clusters Score -8418002 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -8418013.000000 Penalty: 5327.103516
	Iteration 22Q: 3 clusters Score -8418013 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -8418012.000000 Penalty: 5327.103516
	Iteration 23Q: 3 clusters Score -8418012 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 43929 members 
Entering Unmasked Estep 
Score: -8418002.000000 Penalty: 5327.103516
	Iteration 24Q: 3 clusters Score -8418002 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 43951 members 
Entering Unmasked Estep 
Score: -8418000.000000 Penalty: 5327.103516
	Iteration 25Q: 3 clusters Score -8418000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 43964 members 
Entering Unmasked Estep 
Score: -8418002.000000 Penalty: 5327.103516
	Iteration 26Q: 3 clusters Score -8418002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 43976 members 
Entering Unmasked Estep 
Score: -8418000.000000 Penalty: 5327.103516
	Iteration 27Q: 3 clusters Score -8418000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 43987 members 
Entering Unmasked Estep 
Score: -8418001.000000 Penalty: 5327.103516
	Iteration 28Q: 3 clusters Score -8418001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -8417996.000000 Penalty: 5327.103516
	Iteration 29Q: 3 clusters Score -8417996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 44002 members 
Entering Unmasked Estep 
Score: -8418003.000000 Penalty: 5327.103516
	Iteration 30Q: 3 clusters Score -8418003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 44003 members 
Entering Unmasked Estep 
Score: -8418002.000000 Penalty: 5327.103516
	Iteration 31Q: 3 clusters Score -8418002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 44005 members 
Entering Unmasked Estep 
Score: -8418012.000000 Penalty: 5327.103516
	Iteration 32Q: 3 clusters Score -8418012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -8418004.000000 Penalty: 5327.103516
	Iteration 33Q: 3 clusters Score -8418004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 44011 members 
Entering Unmasked Estep 
Score: -8418012.000000 Penalty: 5327.103516
	Iteration 34Q: 3 clusters Score -8418012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 44011 members 
Entering Unmasked Estep 
Score: -8418017.000000 Penalty: 5327.103516
	Iteration 35Q: 3 clusters Score -8418017 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 44013 members 
Entering Unmasked Estep 
Score: -8418022.000000 Penalty: 5327.103516
	Iteration 36Q: 3 clusters Score -8418022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 44013 members 
Entering Unmasked Estep 
Score: -8418022.000000 Penalty: 5327.103516
	Iteration 37F: 3 clusters Score -8418022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (44060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Entering Unmasked Estep 
Score: -8026980.500000 Penalty: 2651.940430
	Iteration 0F: 2 clusters Score -8026980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -7997593.000000 Penalty: 5303.880859
	Iteration 0F: 3 clusters Score -7997593 nChanged 20381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -8009566.000000 Penalty: 5303.880859
	Iteration 1F: 3 clusters Score -8009566 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -8011230.000000 Penalty: 5303.880859
	Iteration 2F: 3 clusters Score -8011230 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -8013248.500000 Penalty: 5303.880859
	Iteration 3F: 3 clusters Score -8013248 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -8015711.500000 Penalty: 5303.880859
	Iteration 4F: 3 clusters Score -8015712 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -8018580.000000 Penalty: 5303.880859
	Iteration 5F: 3 clusters Score -8018580 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -8021417.000000 Penalty: 5303.880859
	Iteration 6F: 3 clusters Score -8021417 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33005 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -8023338.500000 Penalty: 5303.880859
	Iteration 7Q: 3 clusters Score -8023338 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33868 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -8024184.500000 Penalty: 5303.880859
	Iteration 8Q: 3 clusters Score -8024184 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -8024581.500000 Penalty: 5303.880859
	Iteration 9Q: 3 clusters Score -8024582 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35094 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -8024788.000000 Penalty: 5303.880859
	Iteration 10Q: 3 clusters Score -8024788 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -8024962.000000 Penalty: 5303.880859
	Iteration 11Q: 3 clusters Score -8024962 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35926 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -8025102.000000 Penalty: 5303.880859
	Iteration 12Q: 3 clusters Score -8025102 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -8025205.000000 Penalty: 5303.880859
	Iteration 13Q: 3 clusters Score -8025205 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36592 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -8025275.500000 Penalty: 5303.880859
	Iteration 14Q: 3 clusters Score -8025276 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -8025375.000000 Penalty: 5303.880859
	Iteration 15Q: 3 clusters Score -8025375 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -8025409.500000 Penalty: 5303.880859
	Iteration 16Q: 3 clusters Score -8025410 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -8025414.000000 Penalty: 5303.880859
	Iteration 17Q: 3 clusters Score -8025414 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37465 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -8025438.000000 Penalty: 5303.880859
	Iteration 18Q: 3 clusters Score -8025438 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -8025463.000000 Penalty: 5303.880859
	Iteration 19Q: 3 clusters Score -8025463 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37766 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -8025510.500000 Penalty: 5303.880859
	Iteration 20F: 3 clusters Score -8025510 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -8025536.500000 Penalty: 5303.880859
	Iteration 21Q: 3 clusters Score -8025536 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -8025545.500000 Penalty: 5303.880859
	Iteration 22Q: 3 clusters Score -8025546 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -8025577.000000 Penalty: 5303.880859
	Iteration 23Q: 3 clusters Score -8025577 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -8025593.000000 Penalty: 5303.880859
	Iteration 24Q: 3 clusters Score -8025593 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -8025615.500000 Penalty: 5303.880859
	Iteration 25Q: 3 clusters Score -8025616 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -8025620.500000 Penalty: 5303.880859
	Iteration 26Q: 3 clusters Score -8025620 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -8025640.500000 Penalty: 5303.880859
	Iteration 27Q: 3 clusters Score -8025640 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38646 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -8025648.500000 Penalty: 5303.880859
	Iteration 28Q: 3 clusters Score -8025648 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -8025665.500000 Penalty: 5303.880859
	Iteration 29Q: 3 clusters Score -8025666 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38788 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -8025667.500000 Penalty: 5303.880859
	Iteration 30Q: 3 clusters Score -8025668 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -8025688.500000 Penalty: 5303.880859
	Iteration 31Q: 3 clusters Score -8025688 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -8025701.500000 Penalty: 5303.880859
	Iteration 32Q: 3 clusters Score -8025702 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38960 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -8025701.000000 Penalty: 5303.880859
	Iteration 33Q: 3 clusters Score -8025701 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39005 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -8025696.500000 Penalty: 5303.880859
	Iteration 34Q: 3 clusters Score -8025696 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -8025707.000000 Penalty: 5303.880859
	Iteration 35Q: 3 clusters Score -8025707 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -8025726.500000 Penalty: 5303.880859
	Iteration 36Q: 3 clusters Score -8025726 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -8025739.000000 Penalty: 5303.880859
	Iteration 37Q: 3 clusters Score -8025739 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -8025745.500000 Penalty: 5303.880859
	Iteration 38Q: 3 clusters Score -8025746 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39282 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -8025749.000000 Penalty: 5303.880859
	Iteration 39Q: 3 clusters Score -8025749 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -8025761.500000 Penalty: 5303.880859
	Iteration 40F: 3 clusters Score -8025762 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -8025752.500000 Penalty: 5303.880859
	Iteration 41Q: 3 clusters Score -8025752 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -8025763.000000 Penalty: 5303.880859
	Iteration 42Q: 3 clusters Score -8025763 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -8025763.500000 Penalty: 5303.880859
	Iteration 43Q: 3 clusters Score -8025764 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -8025769.000000 Penalty: 5303.880859
	Iteration 44Q: 3 clusters Score -8025769 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -8025794.000000 Penalty: 5303.880859
	Iteration 45Q: 3 clusters Score -8025794 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -8025802.500000 Penalty: 5303.880859
	Iteration 46Q: 3 clusters Score -8025802 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39586 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -8025790.500000 Penalty: 5303.880859
	Iteration 47Q: 3 clusters Score -8025790 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39623 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -8025774.500000 Penalty: 5303.880859
	Iteration 48Q: 3 clusters Score -8025774 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39652 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -8025793.500000 Penalty: 5303.880859
	Iteration 49Q: 3 clusters Score -8025794 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39681 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -8025797.000000 Penalty: 5303.880859
	Iteration 50Q: 3 clusters Score -8025797 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39708 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -8025777.500000 Penalty: 5303.880859
	Iteration 51Q: 3 clusters Score -8025778 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -8025780.000000 Penalty: 5303.880859
	Iteration 52Q: 3 clusters Score -8025780 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -8025796.500000 Penalty: 5303.880859
	Iteration 53Q: 3 clusters Score -8025796 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -8025786.500000 Penalty: 5303.880859
	Iteration 54Q: 3 clusters Score -8025786 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -8025785.000000 Penalty: 5303.880859
	Iteration 55Q: 3 clusters Score -8025785 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -8025781.000000 Penalty: 5303.880859
	Iteration 56Q: 3 clusters Score -8025781 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39875 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -8025783.500000 Penalty: 5303.880859
	Iteration 57Q: 3 clusters Score -8025784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -8025807.500000 Penalty: 5303.880859
	Iteration 58Q: 3 clusters Score -8025808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -8025807.000000 Penalty: 5303.880859
	Iteration 59Q: 3 clusters Score -8025807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -8025811.000000 Penalty: 5303.880859
	Iteration 60F: 3 clusters Score -8025811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39930 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -8025808.000000 Penalty: 5303.880859
	Iteration 61Q: 3 clusters Score -8025808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39943 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -8025804.500000 Penalty: 5303.880859
	Iteration 62Q: 3 clusters Score -8025804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -8025809.500000 Penalty: 5303.880859
	Iteration 63Q: 3 clusters Score -8025810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -8025804.500000 Penalty: 5303.880859
	Iteration 64Q: 3 clusters Score -8025804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -8025813.000000 Penalty: 5303.880859
	Iteration 65Q: 3 clusters Score -8025813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -8025812.000000 Penalty: 5303.880859
	Iteration 66Q: 3 clusters Score -8025812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -8025807.000000 Penalty: 5303.880859
	Iteration 67Q: 3 clusters Score -8025807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -8025810.500000 Penalty: 5303.880859
	Iteration 68Q: 3 clusters Score -8025810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -8025814.000000 Penalty: 5303.880859
	Iteration 69Q: 3 clusters Score -8025814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -8025819.500000 Penalty: 5303.880859
	Iteration 70Q: 3 clusters Score -8025820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -8025823.000000 Penalty: 5303.880859
	Iteration 71Q: 3 clusters Score -8025823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -8025825.000000 Penalty: 5303.880859
	Iteration 72Q: 3 clusters Score -8025825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -8025824.500000 Penalty: 5303.880859
	Iteration 73Q: 3 clusters Score -8025824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -8025821.000000 Penalty: 5303.880859
	Iteration 74Q: 3 clusters Score -8025821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -8025822.000000 Penalty: 5303.880859
	Iteration 75Q: 3 clusters Score -8025822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -8025819.000000 Penalty: 5303.880859
	Iteration 76Q: 3 clusters Score -8025819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -8025827.500000 Penalty: 5303.880859
	Iteration 77Q: 3 clusters Score -8025828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -8025826.000000 Penalty: 5303.880859
	Iteration 78Q: 3 clusters Score -8025826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -8025827.000000 Penalty: 5303.880859
	Iteration 79Q: 3 clusters Score -8025827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -8025827.000000 Penalty: 5303.880859
	Iteration 80F: 3 clusters Score -8025827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43916 members 
Entering Unmasked Estep 
Score: -8012131.000000 Penalty: 2651.128418
	Iteration 0F: 2 clusters Score -8012131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -7982964.500000 Penalty: 5302.256836
	Iteration 0F: 3 clusters Score -7982964 nChanged 20136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -7993830.000000 Penalty: 5302.256836
	Iteration 1F: 3 clusters Score -7993830 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -7994311.500000 Penalty: 5302.256836
	Iteration 2Q: 3 clusters Score -7994312 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -7994700.500000 Penalty: 5302.256836
	Iteration 3Q: 3 clusters Score -7994700 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -7995076.000000 Penalty: 5302.256836
	Iteration 4Q: 3 clusters Score -7995076 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -7995428.500000 Penalty: 5302.256836
	Iteration 5Q: 3 clusters Score -7995428 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -7995804.500000 Penalty: 5302.256836
	Iteration 6Q: 3 clusters Score -7995804 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -7996292.500000 Penalty: 5302.256836
	Iteration 7Q: 3 clusters Score -7996292 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -7996820.500000 Penalty: 5302.256836
	Iteration 8Q: 3 clusters Score -7996820 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -7997499.000000 Penalty: 5302.256836
	Iteration 9Q: 3 clusters Score -7997499 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -7998351.500000 Penalty: 5302.256836
	Iteration 10Q: 3 clusters Score -7998352 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -7999512.500000 Penalty: 5302.256836
	Iteration 11Q: 3 clusters Score -7999512 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -8000927.000000 Penalty: 5302.256836
	Iteration 12Q: 3 clusters Score -8000927 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -8002458.500000 Penalty: 5302.256836
	Iteration 13Q: 3 clusters Score -8002458 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -8003852.500000 Penalty: 5302.256836
	Iteration 14Q: 3 clusters Score -8003852 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -8005010.500000 Penalty: 5302.256836
	Iteration 15Q: 3 clusters Score -8005010 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -8005911.500000 Penalty: 5302.256836
	Iteration 16Q: 3 clusters Score -8005912 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -8006579.500000 Penalty: 5302.256836
	Iteration 17Q: 3 clusters Score -8006580 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -8007079.500000 Penalty: 5302.256836
	Iteration 18Q: 3 clusters Score -8007080 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -8007501.000000 Penalty: 5302.256836
	Iteration 19Q: 3 clusters Score -8007501 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -8007825.500000 Penalty: 5302.256836
	Iteration 20F: 3 clusters Score -8007826 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -8008144.000000 Penalty: 5302.256836
	Iteration 21Q: 3 clusters Score -8008144 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -8008408.500000 Penalty: 5302.256836
	Iteration 22Q: 3 clusters Score -8008408 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -8008592.500000 Penalty: 5302.256836
	Iteration 23Q: 3 clusters Score -8008592 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -8008758.000000 Penalty: 5302.256836
	Iteration 24Q: 3 clusters Score -8008758 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -8008898.500000 Penalty: 5302.256836
	Iteration 25Q: 3 clusters Score -8008898 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -8008988.500000 Penalty: 5302.256836
	Iteration 26Q: 3 clusters Score -8008988 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -8009117.500000 Penalty: 5302.256836
	Iteration 27Q: 3 clusters Score -8009118 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -8009201.500000 Penalty: 5302.256836
	Iteration 28Q: 3 clusters Score -8009202 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -8009297.500000 Penalty: 5302.256836
	Iteration 29Q: 3 clusters Score -8009298 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42486 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -8009388.500000 Penalty: 5302.256836
	Iteration 30Q: 3 clusters Score -8009388 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -8009443.000000 Penalty: 5302.256836
	Iteration 31Q: 3 clusters Score -8009443 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42727 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -8009503.000000 Penalty: 5302.256836
	Iteration 32Q: 3 clusters Score -8009503 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -8009569.000000 Penalty: 5302.256836
	Iteration 33Q: 3 clusters Score -8009569 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8009628.000000 Penalty: 5302.256836
	Iteration 34Q: 3 clusters Score -8009628 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -8009680.500000 Penalty: 5302.256836
	Iteration 35Q: 3 clusters Score -8009680 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8009710.000000 Penalty: 5302.256836
	Iteration 36Q: 3 clusters Score -8009710 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43117 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -8009734.000000 Penalty: 5302.256836
	Iteration 37Q: 3 clusters Score -8009734 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8009757.000000 Penalty: 5302.256836
	Iteration 38Q: 3 clusters Score -8009757 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -8009803.500000 Penalty: 5302.256836
	Iteration 39Q: 3 clusters Score -8009804 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8009814.500000 Penalty: 5302.256836
	Iteration 40F: 3 clusters Score -8009814 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43285 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -8009841.000000 Penalty: 5302.256836
	Iteration 41Q: 3 clusters Score -8009841 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43307 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -8009860.000000 Penalty: 5302.256836
	Iteration 42Q: 3 clusters Score -8009860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -8009871.000000 Penalty: 5302.256836
	Iteration 43Q: 3 clusters Score -8009871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43337 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -8009880.500000 Penalty: 5302.256836
	Iteration 44Q: 3 clusters Score -8009880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8009885.500000 Penalty: 5302.256836
	Iteration 45Q: 3 clusters Score -8009886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8009882.000000 Penalty: 5302.256836
	Iteration 46Q: 3 clusters Score -8009882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43366 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8009892.000000 Penalty: 5302.256836
	Iteration 47Q: 3 clusters Score -8009892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -8009909.500000 Penalty: 5302.256836
	Iteration 48Q: 3 clusters Score -8009910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -8009913.500000 Penalty: 5302.256836
	Iteration 49Q: 3 clusters Score -8009914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8009915.000000 Penalty: 5302.256836
	Iteration 50Q: 3 clusters Score -8009915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43394 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8009925.000000 Penalty: 5302.256836
	Iteration 51Q: 3 clusters Score -8009925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43398 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -8009921.000000 Penalty: 5302.256836
	Iteration 52Q: 3 clusters Score -8009921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43403 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -8009921.500000 Penalty: 5302.256836
	Iteration 53Q: 3 clusters Score -8009922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -8009927.000000 Penalty: 5302.256836
	Iteration 54Q: 3 clusters Score -8009927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8009931.500000 Penalty: 5302.256836
	Iteration 55Q: 3 clusters Score -8009932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43410 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8009934.500000 Penalty: 5302.256836
	Iteration 56Q: 3 clusters Score -8009934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8009929.500000 Penalty: 5302.256836
	Iteration 57Q: 3 clusters Score -8009930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -8009945.000000 Penalty: 5302.256836
	Iteration 58Q: 3 clusters Score -8009945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8009954.000000 Penalty: 5302.256836
	Iteration 59Q: 3 clusters Score -8009954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8009953.000000 Penalty: 5302.256836
	Iteration 60F: 3 clusters Score -8009953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Entering Unmasked Estep 
Score: -109332.710938 Penalty: 1605.141846
	Iteration 0F: 2 clusters Score -109332.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -107710.390625 Penalty: 3210.283691
	Iteration 0F: 3 clusters Score -107710.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -108000.742188 Penalty: 3210.283691
	Iteration 1F: 3 clusters Score -108000.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -108113.562500 Penalty: 3210.283691
	Iteration 2F: 3 clusters Score -108113.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -108166.640625 Penalty: 3210.283691
	Iteration 3Q: 3 clusters Score -108166.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -108237.765625 Penalty: 3210.283691
	Iteration 4Q: 3 clusters Score -108237.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -108264.773438 Penalty: 3210.283691
	Iteration 5Q: 3 clusters Score -108264.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -108282.226562 Penalty: 3210.283691
	Iteration 6Q: 3 clusters Score -108282.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -108319.640625 Penalty: 3210.283691
	Iteration 7Q: 3 clusters Score -108319.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -108364.937500 Penalty: 3210.283691
	Iteration 8Q: 3 clusters Score -108364.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -108455.187500 Penalty: 3210.283691
	Iteration 9Q: 3 clusters Score -108455.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -108561.171875 Penalty: 3210.283691
	Iteration 10Q: 3 clusters Score -108561.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -108628.757812 Penalty: 3210.283691
	Iteration 11Q: 3 clusters Score -108628.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -108683.898438 Penalty: 3210.283691
	Iteration 12Q: 3 clusters Score -108683.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -108799.359375 Penalty: 3210.283691
	Iteration 13Q: 3 clusters Score -108799.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -108922.546875 Penalty: 3210.283691
	Iteration 14Q: 3 clusters Score -108922.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -109036.500000 Penalty: 3210.283691
	Iteration 15Q: 3 clusters Score -109036.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -109056.453125 Penalty: 3210.283691
	Iteration 16Q: 3 clusters Score -109056.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -109060.765625 Penalty: 3210.283691
	Iteration 17Q: 3 clusters Score -109060.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -109067.687500 Penalty: 3210.283691
	Iteration 18Q: 3 clusters Score -109067.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -109069.054688 Penalty: 3210.283691
	Iteration 19Q: 3 clusters Score -109069.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -109069.054688 Penalty: 3210.283691
	Iteration 20F: 3 clusters Score -109069.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (40691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Entering Unmasked Estep 
Score: -7460713.000000 Penalty: 2632.212891
	Iteration 0F: 2 clusters Score -7460713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -7433486.000000 Penalty: 5264.425781
	Iteration 0F: 3 clusters Score -7433486 nChanged 18634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -7443552.000000 Penalty: 5264.425781
	Iteration 1F: 3 clusters Score -7443552 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -7444000.500000 Penalty: 5264.425781
	Iteration 2Q: 3 clusters Score -7444000 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -7444418.000000 Penalty: 5264.425781
	Iteration 3Q: 3 clusters Score -7444418 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -7444864.500000 Penalty: 5264.425781
	Iteration 4Q: 3 clusters Score -7444864 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -7445470.000000 Penalty: 5264.425781
	Iteration 5Q: 3 clusters Score -7445470 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -7446421.000000 Penalty: 5264.425781
	Iteration 6Q: 3 clusters Score -7446421 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -7447871.500000 Penalty: 5264.425781
	Iteration 7F: 3 clusters Score -7447872 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 31498 members 
Entering Unmasked Estep 
Score: -7450043.000000 Penalty: 5264.425781
	Iteration 8F: 3 clusters Score -7450043 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -7452850.500000 Penalty: 5264.425781
	Iteration 9F: 3 clusters Score -7452850 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -7455564.500000 Penalty: 5264.425781
	Iteration 10F: 3 clusters Score -7455564 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -7457320.000000 Penalty: 5264.425781
	Iteration 11Q: 3 clusters Score -7457320 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 40031 members 
Entering Unmasked Estep 
Score: -7458064.500000 Penalty: 5264.425781
	Iteration 12Q: 3 clusters Score -7458064 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -7458269.500000 Penalty: 5264.425781
	Iteration 13Q: 3 clusters Score -7458270 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -7458388.000000 Penalty: 5264.425781
	Iteration 14Q: 3 clusters Score -7458388 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -7458436.500000 Penalty: 5264.425781
	Iteration 15Q: 3 clusters Score -7458436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -7458462.500000 Penalty: 5264.425781
	Iteration 16Q: 3 clusters Score -7458462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -7458473.500000 Penalty: 5264.425781
	Iteration 17Q: 3 clusters Score -7458474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 40421 members 
Entering Unmasked Estep 
Score: -7458483.000000 Penalty: 5264.425781
	Iteration 18Q: 3 clusters Score -7458483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 40428 members 
Entering Unmasked Estep 
Score: -7458495.500000 Penalty: 5264.425781
	Iteration 19Q: 3 clusters Score -7458496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -7458499.500000 Penalty: 5264.425781
	Iteration 20F: 3 clusters Score -7458500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
Score: -7458508.500000 Penalty: 5264.425781
	Iteration 21Q: 3 clusters Score -7458508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -7458508.000000 Penalty: 5264.425781
	Iteration 22Q: 3 clusters Score -7458508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -7458511.000000 Penalty: 5264.425781
	Iteration 23Q: 3 clusters Score -7458511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -7458511.000000 Penalty: 5264.425781
	Iteration 24F: 3 clusters Score -7458511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (43833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43833 members 
Entering Unmasked Estep 
Score: -8124893.000000 Penalty: 2650.659180
	Iteration 0F: 2 clusters Score -8124893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -8097307.500000 Penalty: 5301.318359
	Iteration 0F: 3 clusters Score -8097308 nChanged 20124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -8108513.000000 Penalty: 5301.318359
	Iteration 1F: 3 clusters Score -8108513 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -8109036.500000 Penalty: 5301.318359
	Iteration 2Q: 3 clusters Score -8109036 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -8109590.000000 Penalty: 5301.318359
	Iteration 3Q: 3 clusters Score -8109590 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -8110288.500000 Penalty: 5301.318359
	Iteration 4Q: 3 clusters Score -8110288 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -8111137.000000 Penalty: 5301.318359
	Iteration 5Q: 3 clusters Score -8111137 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26448 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -8112209.500000 Penalty: 5301.318359
	Iteration 6F: 3 clusters Score -8112210 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -8113692.500000 Penalty: 5301.318359
	Iteration 7F: 3 clusters Score -8113692 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -8115587.000000 Penalty: 5301.318359
	Iteration 8F: 3 clusters Score -8115587 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -8117707.500000 Penalty: 5301.318359
	Iteration 9F: 3 clusters Score -8117708 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31206 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -8119504.000000 Penalty: 5301.318359
	Iteration 10F: 3 clusters Score -8119504 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -8120472.000000 Penalty: 5301.318359
	Iteration 11Q: 3 clusters Score -8120472 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -8120922.000000 Penalty: 5301.318359
	Iteration 12Q: 3 clusters Score -8120922 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -8121160.000000 Penalty: 5301.318359
	Iteration 13Q: 3 clusters Score -8121160 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -8121328.000000 Penalty: 5301.318359
	Iteration 14Q: 3 clusters Score -8121328 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -8121511.500000 Penalty: 5301.318359
	Iteration 15Q: 3 clusters Score -8121512 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -8121610.000000 Penalty: 5301.318359
	Iteration 16Q: 3 clusters Score -8121610 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -8121646.500000 Penalty: 5301.318359
	Iteration 17Q: 3 clusters Score -8121646 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -8121700.500000 Penalty: 5301.318359
	Iteration 18Q: 3 clusters Score -8121700 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -8121751.000000 Penalty: 5301.318359
	Iteration 19Q: 3 clusters Score -8121751 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -8121776.000000 Penalty: 5301.318359
	Iteration 20F: 3 clusters Score -8121776 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -8121779.500000 Penalty: 5301.318359
	Iteration 21Q: 3 clusters Score -8121780 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -8121842.000000 Penalty: 5301.318359
	Iteration 22Q: 3 clusters Score -8121842 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -8121857.000000 Penalty: 5301.318359
	Iteration 23Q: 3 clusters Score -8121857 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -8121853.000000 Penalty: 5301.318359
	Iteration 24Q: 3 clusters Score -8121853 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -8121864.000000 Penalty: 5301.318359
	Iteration 25Q: 3 clusters Score -8121864 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31786 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -8121866.000000 Penalty: 5301.318359
	Iteration 26Q: 3 clusters Score -8121866 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -8121859.000000 Penalty: 5301.318359
	Iteration 27Q: 3 clusters Score -8121859 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -8121877.000000 Penalty: 5301.318359
	Iteration 28Q: 3 clusters Score -8121877 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -8121870.000000 Penalty: 5301.318359
	Iteration 29Q: 3 clusters Score -8121870 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -8121867.000000 Penalty: 5301.318359
	Iteration 30Q: 3 clusters Score -8121867 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -8121869.500000 Penalty: 5301.318359
	Iteration 31Q: 3 clusters Score -8121870 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -8121864.000000 Penalty: 5301.318359
	Iteration 32Q: 3 clusters Score -8121864 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -8121867.500000 Penalty: 5301.318359
	Iteration 33Q: 3 clusters Score -8121868 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31635 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -8121867.000000 Penalty: 5301.318359
	Iteration 34Q: 3 clusters Score -8121867 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -8121872.000000 Penalty: 5301.318359
	Iteration 35Q: 3 clusters Score -8121872 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -8121874.500000 Penalty: 5301.318359
	Iteration 36Q: 3 clusters Score -8121874 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -8121881.000000 Penalty: 5301.318359
	Iteration 37Q: 3 clusters Score -8121881 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -8121881.000000 Penalty: 5301.318359
	Iteration 38Q: 3 clusters Score -8121881 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -8121883.500000 Penalty: 5301.318359
	Iteration 39Q: 3 clusters Score -8121884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -8121874.500000 Penalty: 5301.318359
	Iteration 40F: 3 clusters Score -8121874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -8121867.000000 Penalty: 5301.318359
	Iteration 41Q: 3 clusters Score -8121867 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -8121861.500000 Penalty: 5301.318359
	Iteration 42Q: 3 clusters Score -8121862 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -8121851.000000 Penalty: 5301.318359
	Iteration 43Q: 3 clusters Score -8121851 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -8121859.500000 Penalty: 5301.318359
	Iteration 44Q: 3 clusters Score -8121860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -8121848.000000 Penalty: 5301.318359
	Iteration 45Q: 3 clusters Score -8121848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -8121839.500000 Penalty: 5301.318359
	Iteration 46Q: 3 clusters Score -8121840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -8121842.000000 Penalty: 5301.318359
	Iteration 47Q: 3 clusters Score -8121842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -8121846.000000 Penalty: 5301.318359
	Iteration 48Q: 3 clusters Score -8121846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -8121848.000000 Penalty: 5301.318359
	Iteration 49Q: 3 clusters Score -8121848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -8121836.000000 Penalty: 5301.318359
	Iteration 50Q: 3 clusters Score -8121836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -8121830.500000 Penalty: 5301.318359
	Iteration 51Q: 3 clusters Score -8121830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -8121835.000000 Penalty: 5301.318359
	Iteration 52Q: 3 clusters Score -8121835 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -8121827.000000 Penalty: 5301.318359
	Iteration 53Q: 3 clusters Score -8121827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -8121829.500000 Penalty: 5301.318359
	Iteration 54Q: 3 clusters Score -8121830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -8121826.500000 Penalty: 5301.318359
	Iteration 55Q: 3 clusters Score -8121826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -8121824.000000 Penalty: 5301.318359
	Iteration 56Q: 3 clusters Score -8121824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -8121819.000000 Penalty: 5301.318359
	Iteration 57Q: 3 clusters Score -8121819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -8121813.000000 Penalty: 5301.318359
	Iteration 58Q: 3 clusters Score -8121813 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -8121807.500000 Penalty: 5301.318359
	Iteration 59Q: 3 clusters Score -8121808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -8121816.500000 Penalty: 5301.318359
	Iteration 60F: 3 clusters Score -8121816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -8121808.500000 Penalty: 5301.318359
	Iteration 61Q: 3 clusters Score -8121808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -8121805.500000 Penalty: 5301.318359
	Iteration 62Q: 3 clusters Score -8121806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31294 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -8121814.500000 Penalty: 5301.318359
	Iteration 63Q: 3 clusters Score -8121814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -8121815.500000 Penalty: 5301.318359
	Iteration 64Q: 3 clusters Score -8121816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -8121813.500000 Penalty: 5301.318359
	Iteration 65Q: 3 clusters Score -8121814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31279 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -8121818.500000 Penalty: 5301.318359
	Iteration 66Q: 3 clusters Score -8121818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -8121812.500000 Penalty: 5301.318359
	Iteration 67Q: 3 clusters Score -8121812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -8121814.500000 Penalty: 5301.318359
	Iteration 68Q: 3 clusters Score -8121814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31268 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -8121813.500000 Penalty: 5301.318359
	Iteration 69Q: 3 clusters Score -8121814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -8121813.000000 Penalty: 5301.318359
	Iteration 70Q: 3 clusters Score -8121813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -8121810.500000 Penalty: 5301.318359
	Iteration 71Q: 3 clusters Score -8121810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -8121814.000000 Penalty: 5301.318359
	Iteration 72Q: 3 clusters Score -8121814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -8121816.500000 Penalty: 5301.318359
	Iteration 73Q: 3 clusters Score -8121816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -8121816.500000 Penalty: 5301.318359
	Iteration 74F: 3 clusters Score -8121816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Entering Unmasked Estep 
Score: -8051290.500000 Penalty: 2649.934082
	Iteration 0F: 2 clusters Score -8051290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -8022859.500000 Penalty: 5299.868164
	Iteration 0F: 3 clusters Score -8022860 nChanged 20046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -8033902.000000 Penalty: 5299.868164
	Iteration 1F: 3 clusters Score -8033902 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -8034401.500000 Penalty: 5299.868164
	Iteration 2Q: 3 clusters Score -8034402 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -8034840.500000 Penalty: 5299.868164
	Iteration 3Q: 3 clusters Score -8034840 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -8035280.000000 Penalty: 5299.868164
	Iteration 4Q: 3 clusters Score -8035280 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -8035838.500000 Penalty: 5299.868164
	Iteration 5Q: 3 clusters Score -8035838 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -8036587.500000 Penalty: 5299.868164
	Iteration 6Q: 3 clusters Score -8036588 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -8037713.000000 Penalty: 5299.868164
	Iteration 7Q: 3 clusters Score -8037713 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -8039495.500000 Penalty: 5299.868164
	Iteration 8F: 3 clusters Score -8039496 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
Score: -8041897.500000 Penalty: 5299.868164
	Iteration 9F: 3 clusters Score -8041898 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -8044432.500000 Penalty: 5299.868164
	Iteration 10F: 3 clusters Score -8044432 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 40619 members 
Entering Unmasked Estep 
Score: -8046451.000000 Penalty: 5299.868164
	Iteration 11F: 3 clusters Score -8046451 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -8047905.000000 Penalty: 5299.868164
	Iteration 12Q: 3 clusters Score -8047905 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 42899 members 
Entering Unmasked Estep 
Score: -8048494.500000 Penalty: 5299.868164
	Iteration 13Q: 3 clusters Score -8048494 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 43212 members 
Entering Unmasked Estep 
Score: -8048719.500000 Penalty: 5299.868164
	Iteration 14Q: 3 clusters Score -8048720 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -8048872.500000 Penalty: 5299.868164
	Iteration 15Q: 3 clusters Score -8048872 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -8048944.500000 Penalty: 5299.868164
	Iteration 16Q: 3 clusters Score -8048944 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 43422 members 
Entering Unmasked Estep 
Score: -8048979.000000 Penalty: 5299.868164
	Iteration 17Q: 3 clusters Score -8048979 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 43429 members 
Entering Unmasked Estep 
Score: -8048998.500000 Penalty: 5299.868164
	Iteration 18Q: 3 clusters Score -8048998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 43441 members 
Entering Unmasked Estep 
Score: -8049026.500000 Penalty: 5299.868164
	Iteration 19Q: 3 clusters Score -8049026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 43446 members 
Entering Unmasked Estep 
Score: -8049039.000000 Penalty: 5299.868164
	Iteration 20F: 3 clusters Score -8049039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -8049048.000000 Penalty: 5299.868164
	Iteration 21Q: 3 clusters Score -8049048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -8049045.000000 Penalty: 5299.868164
	Iteration 22Q: 3 clusters Score -8049045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 43460 members 
Entering Unmasked Estep 
Score: -8049058.000000 Penalty: 5299.868164
	Iteration 23Q: 3 clusters Score -8049058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 43463 members 
Entering Unmasked Estep 
Score: -8049061.000000 Penalty: 5299.868164
	Iteration 24Q: 3 clusters Score -8049061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 43463 members 
Entering Unmasked Estep 
Score: -8049061.000000 Penalty: 5299.868164
	Iteration 25F: 3 clusters Score -8049061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 43619 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47655 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44602 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 47669 members 
Mstep: Class 9 contains 2734 members 
Mstep: Class 10 contains 47932 members 
Mstep: Class 11 contains 41626 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45576 members 
Mstep: Class 14 contains 29144 members 
Mstep: Class 15 contains 46172 members 
Mstep: Class 16 contains 44060 members 
Mstep: Class 17 contains 43916 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 40691 members 
Mstep: Class 20 contains 43833 members 
Mstep: Class 21 contains 43705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111203968.000000 Penalty: 69443.789062
Iteration 439Q: 22 clusters Score -1.11204e+08 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 43534 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47666 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44521 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 47645 members 
Mstep: Class 9 contains 2734 members 
Mstep: Class 10 contains 47895 members 
Mstep: Class 11 contains 41591 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45509 members 
Mstep: Class 14 contains 29145 members 
Mstep: Class 15 contains 46130 members 
Mstep: Class 16 contains 44202 members 
Mstep: Class 17 contains 43865 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 40678 members 
Mstep: Class 20 contains 43793 members 
Mstep: Class 21 contains 44025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111204080.000000 Penalty: 69443.789062
Iteration 440F: 22 clusters Score -1.112041e+08 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 43342 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47661 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44401 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 47668 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 47879 members 
Mstep: Class 11 contains 41557 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45424 members 
Mstep: Class 14 contains 29113 members 
Mstep: Class 15 contains 46089 members 
Mstep: Class 16 contains 44412 members 
Mstep: Class 17 contains 43842 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 40667 members 
Mstep: Class 20 contains 43705 members 
Mstep: Class 21 contains 44439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111204440.000000 Penalty: 69443.789062
Iteration 441Q: 22 clusters Score -1.112044e+08 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47666 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44232 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 47687 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 47895 members 
Mstep: Class 11 contains 41494 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45323 members 
Mstep: Class 14 contains 29088 members 
Mstep: Class 15 contains 46068 members 
Mstep: Class 16 contains 44668 members 
Mstep: Class 17 contains 43822 members 
Mstep: Class 18 contains 646 members 
Mstep: Class 19 contains 40649 members 
Mstep: Class 20 contains 43588 members 
Mstep: Class 21 contains 44942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111204408.000000 Penalty: 69443.789062
Iteration 442Q: 22 clusters Score -1.112044e+08 nChanged 5087
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47707 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44066 members 
Mstep: Class 7 contains 1350 members 
Mstep: Class 8 contains 47693 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 47925 members 
Mstep: Class 11 contains 41482 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45186 members 
Mstep: Class 14 contains 29061 members 
Mstep: Class 15 contains 46013 members 
Mstep: Class 16 contains 44968 members 
Mstep: Class 17 contains 43799 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 40638 members 
Mstep: Class 20 contains 43428 members 
Mstep: Class 21 contains 45482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111204576.000000 Penalty: 69443.789062
Iteration 443Q: 22 clusters Score -1.112046e+08 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47733 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 43935 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 47635 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 47912 members 
Mstep: Class 11 contains 41515 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45070 members 
Mstep: Class 14 contains 29047 members 
Mstep: Class 15 contains 45978 members 
Mstep: Class 16 contains 45375 members 
Mstep: Class 17 contains 43809 members 
Mstep: Class 18 contains 646 members 
Mstep: Class 19 contains 40633 members 
Mstep: Class 20 contains 43210 members 
Mstep: Class 21 contains 46035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111204472.000000 Penalty: 69443.789062
Iteration 444Q: 22 clusters Score -1.112045e+08 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47741 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 43816 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 47585 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 47903 members 
Mstep: Class 11 contains 41579 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 44959 members 
Mstep: Class 14 contains 29044 members 
Mstep: Class 15 contains 45920 members 
Mstep: Class 16 contains 45800 members 
Mstep: Class 17 contains 43776 members 
Mstep: Class 18 contains 645 members 
Mstep: Class 19 contains 40612 members 
Mstep: Class 20 contains 42958 members 
Mstep: Class 21 contains 46563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111204112.000000 Penalty: 69443.789062
Iteration 445Q: 22 clusters Score -1.112041e+08 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47727 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 43699 members 
Mstep: Class 7 contains 1351 members 
Mstep: Class 8 contains 47581 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 47913 members 
Mstep: Class 11 contains 41655 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 44840 members 
Mstep: Class 14 contains 29033 members 
Mstep: Class 15 contains 45857 members 
Mstep: Class 16 contains 46199 members 
Mstep: Class 17 contains 43755 members 
Mstep: Class 18 contains 645 members 
Mstep: Class 19 contains 40601 members 
Mstep: Class 20 contains 42720 members 
Mstep: Class 21 contains 46979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111203976.000000 Penalty: 69443.789062
Iteration 446Q: 22 clusters Score -1.11204e+08 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47687 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 43645 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 47548 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 47859 members 
Mstep: Class 11 contains 41694 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 44780 members 
Mstep: Class 14 contains 29047 members 
Mstep: Class 15 contains 45792 members 
Mstep: Class 16 contains 46593 members 
Mstep: Class 17 contains 43739 members 
Mstep: Class 18 contains 645 members 
Mstep: Class 19 contains 40631 members 
Mstep: Class 20 contains 42558 members 
Mstep: Class 21 contains 47201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111203632.000000 Penalty: 69443.789062
Iteration 447Q: 22 clusters Score -1.112036e+08 nChanged 7329
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47637 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 43568 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 47532 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 47826 members 
Mstep: Class 11 contains 41738 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 44742 members 
Mstep: Class 14 contains 29062 members 
Mstep: Class 15 contains 45757 members 
Mstep: Class 16 contains 46835 members 
Mstep: Class 17 contains 43688 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 40632 members 
Mstep: Class 20 contains 42404 members 
Mstep: Class 21 contains 47358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111203712.000000 Penalty: 69443.789062
Iteration 448Q: 22 clusters Score -1.112037e+08 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47599 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 43489 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 47547 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 47779 members 
Mstep: Class 11 contains 41784 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 44743 members 
Mstep: Class 14 contains 29069 members 
Mstep: Class 15 contains 45715 members 
Mstep: Class 16 contains 46955 members 
Mstep: Class 17 contains 43633 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 40701 members 
Mstep: Class 20 contains 42396 members 
Mstep: Class 21 contains 47276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111203624.000000 Penalty: 69443.789062
Iteration 449Q: 22 clusters Score -1.112036e+08 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47523 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 43395 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 47549 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 47724 members 
Mstep: Class 11 contains 41779 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 44816 members 
Mstep: Class 14 contains 29088 members 
Mstep: Class 15 contains 45630 members 
Mstep: Class 16 contains 47001 members 
Mstep: Class 17 contains 43595 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 40772 members 
Mstep: Class 20 contains 42547 members 
Mstep: Class 21 contains 46971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111203712.000000 Penalty: 69443.789062
Iteration 450Q: 22 clusters Score -1.112037e+08 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47462 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 43302 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 47523 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 47687 members 
Mstep: Class 11 contains 41769 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 44934 members 
Mstep: Class 14 contains 29109 members 
Mstep: Class 15 contains 45528 members 
Mstep: Class 16 contains 46972 members 
Mstep: Class 17 contains 43586 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 40791 members 
Mstep: Class 20 contains 42786 members 
Mstep: Class 21 contains 46463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111204032.000000 Penalty: 69443.789062
Iteration 451Q: 22 clusters Score -1.11204e+08 nChanged 5458
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 42799 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47433 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 43244 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 47516 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 47729 members 
Mstep: Class 11 contains 41757 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45006 members 
Mstep: Class 14 contains 29121 members 
Mstep: Class 15 contains 45448 members 
Mstep: Class 16 contains 46822 members 
Mstep: Class 17 contains 43606 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 40782 members 
Mstep: Class 20 contains 43053 members 
Mstep: Class 21 contains 45883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111204560.000000 Penalty: 69443.789062
Iteration 452Q: 22 clusters Score -1.112046e+08 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 43322 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47393 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 43179 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 47558 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 47753 members 
Mstep: Class 11 contains 41741 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45053 members 
Mstep: Class 14 contains 29146 members 
Mstep: Class 15 contains 45373 members 
Mstep: Class 16 contains 46523 members 
Mstep: Class 17 contains 43638 members 
Mstep: Class 18 contains 651 members 
Mstep: Class 19 contains 40756 members 
Mstep: Class 20 contains 43394 members 
Mstep: Class 21 contains 45368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111204216.000000 Penalty: 69443.789062
Iteration 453Q: 22 clusters Score -1.112042e+08 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47364 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 43124 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 47545 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 47792 members 
Mstep: Class 11 contains 41734 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45064 members 
Mstep: Class 14 contains 29172 members 
Mstep: Class 15 contains 45313 members 
Mstep: Class 16 contains 46135 members 
Mstep: Class 17 contains 43671 members 
Mstep: Class 18 contains 651 members 
Mstep: Class 19 contains 40724 members 
Mstep: Class 20 contains 43748 members 
Mstep: Class 21 contains 44980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111204280.000000 Penalty: 69443.789062
Iteration 454Q: 22 clusters Score -1.112043e+08 nChanged 4994
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44339 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47340 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 43009 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 47498 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 47762 members 
Mstep: Class 11 contains 41711 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45084 members 
Mstep: Class 14 contains 29212 members 
Mstep: Class 15 contains 45251 members 
Mstep: Class 16 contains 45716 members 
Mstep: Class 17 contains 43711 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 40686 members 
Mstep: Class 20 contains 44169 members 
Mstep: Class 21 contains 44708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111204920.000000 Penalty: 69443.789062
Iteration 455Q: 22 clusters Score -1.112049e+08 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47337 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42904 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 47467 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 47600 members 
Mstep: Class 11 contains 41691 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45074 members 
Mstep: Class 14 contains 29228 members 
Mstep: Class 15 contains 45190 members 
Mstep: Class 16 contains 45273 members 
Mstep: Class 17 contains 43720 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 40665 members 
Mstep: Class 20 contains 44515 members 
Mstep: Class 21 contains 44598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111204944.000000 Penalty: 69443.789062
Iteration 456Q: 22 clusters Score -1.112049e+08 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47343 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42804 members 
Mstep: Class 7 contains 1346 members 
Mstep: Class 8 contains 47430 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 47394 members 
Mstep: Class 11 contains 41703 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45090 members 
Mstep: Class 14 contains 29227 members 
Mstep: Class 15 contains 45141 members 
Mstep: Class 16 contains 44928 members 
Mstep: Class 17 contains 43732 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 40689 members 
Mstep: Class 20 contains 44848 members 
Mstep: Class 21 contains 44580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111204576.000000 Penalty: 69443.789062
Iteration 457Q: 22 clusters Score -1.112046e+08 nChanged 5764
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47385 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42741 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 47388 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 47204 members 
Mstep: Class 11 contains 41760 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45089 members 
Mstep: Class 14 contains 29217 members 
Mstep: Class 15 contains 45097 members 
Mstep: Class 16 contains 44663 members 
Mstep: Class 17 contains 43718 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 40728 members 
Mstep: Class 20 contains 45022 members 
Mstep: Class 21 contains 44692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111204352.000000 Penalty: 69443.789062
Iteration 458Q: 22 clusters Score -1.112044e+08 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47420 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42715 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 47360 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 47127 members 
Mstep: Class 11 contains 41791 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45116 members 
Mstep: Class 14 contains 29224 members 
Mstep: Class 15 contains 45040 members 
Mstep: Class 16 contains 44502 members 
Mstep: Class 17 contains 43711 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 40760 members 
Mstep: Class 20 contains 45081 members 
Mstep: Class 21 contains 44796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111204648.000000 Penalty: 69443.789062
Iteration 459Q: 22 clusters Score -1.112046e+08 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45525 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47485 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42698 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 47330 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 47073 members 
Mstep: Class 11 contains 41825 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45157 members 
Mstep: Class 14 contains 29217 members 
Mstep: Class 15 contains 45034 members 
Mstep: Class 16 contains 44453 members 
Mstep: Class 17 contains 43680 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 40789 members 
Mstep: Class 20 contains 45023 members 
Mstep: Class 21 contains 44906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111204384.000000 Penalty: 69443.789062
Iteration 460F: 22 clusters Score -1.112044e+08 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45338 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47508 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42604 members 
Mstep: Class 7 contains 1348 members 
Mstep: Class 8 contains 47356 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 47080 members 
Mstep: Class 11 contains 41843 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45151 members 
Mstep: Class 14 contains 29237 members 
Mstep: Class 15 contains 45080 members 
Mstep: Class 16 contains 44456 members 
Mstep: Class 17 contains 43671 members 
Mstep: Class 18 contains 651 members 
Mstep: Class 19 contains 40822 members 
Mstep: Class 20 contains 44755 members 
Mstep: Class 21 contains 45294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111204480.000000 Penalty: 69443.789062
Iteration 461Q: 22 clusters Score -1.112045e+08 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 45071 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47572 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42548 members 
Mstep: Class 7 contains 1349 members 
Mstep: Class 8 contains 47399 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 47175 members 
Mstep: Class 11 contains 41863 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45111 members 
Mstep: Class 14 contains 29242 members 
Mstep: Class 15 contains 45155 members 
Mstep: Class 16 contains 44517 members 
Mstep: Class 17 contains 43649 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 40837 members 
Mstep: Class 20 contains 44386 members 
Mstep: Class 21 contains 45668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111204200.000000 Penalty: 69443.789062
Iteration 462Q: 22 clusters Score -1.112042e+08 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44747 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47599 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42474 members 
Mstep: Class 7 contains 1347 members 
Mstep: Class 8 contains 47441 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 47423 members 
Mstep: Class 11 contains 41867 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45091 members 
Mstep: Class 14 contains 29226 members 
Mstep: Class 15 contains 45235 members 
Mstep: Class 16 contains 44624 members 
Mstep: Class 17 contains 43646 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 40834 members 
Mstep: Class 20 contains 44112 members 
Mstep: Class 21 contains 45876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111204648.000000 Penalty: 69443.789062
Iteration 463Q: 22 clusters Score -1.112046e+08 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44519 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47632 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42460 members 
Mstep: Class 7 contains 1346 members 
Mstep: Class 8 contains 47503 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 47675 members 
Mstep: Class 11 contains 41881 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45062 members 
Mstep: Class 14 contains 29226 members 
Mstep: Class 15 contains 45334 members 
Mstep: Class 16 contains 44692 members 
Mstep: Class 17 contains 43669 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 40809 members 
Mstep: Class 20 contains 43829 members 
Mstep: Class 21 contains 45905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111204816.000000 Penalty: 69443.789062
Iteration 464Q: 22 clusters Score -1.112048e+08 nChanged 5347
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44331 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47658 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42435 members 
Mstep: Class 7 contains 1345 members 
Mstep: Class 8 contains 47593 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 10 contains 47936 members 
Mstep: Class 11 contains 41904 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45080 members 
Mstep: Class 14 contains 29220 members 
Mstep: Class 15 contains 45456 members 
Mstep: Class 16 contains 44716 members 
Mstep: Class 17 contains 43701 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 40756 members 
Mstep: Class 20 contains 43653 members 
Mstep: Class 21 contains 45759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111205328.000000 Penalty: 69443.789062
Iteration 465Q: 22 clusters Score -1.112053e+08 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44254 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47703 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42431 members 
Mstep: Class 7 contains 1344 members 
Mstep: Class 8 contains 47713 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 10 contains 48185 members 
Mstep: Class 11 contains 41911 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45151 members 
Mstep: Class 14 contains 29209 members 
Mstep: Class 15 contains 45531 members 
Mstep: Class 16 contains 44694 members 
Mstep: Class 17 contains 43723 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 40695 members 
Mstep: Class 20 contains 43541 members 
Mstep: Class 21 contains 45459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111205488.000000 Penalty: 69443.789062
Iteration 466Q: 22 clusters Score -1.112055e+08 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44326 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47720 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42462 members 
Mstep: Class 7 contains 1342 members 
Mstep: Class 8 contains 47841 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 10 contains 48390 members 
Mstep: Class 11 contains 41939 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45251 members 
Mstep: Class 14 contains 29214 members 
Mstep: Class 15 contains 45630 members 
Mstep: Class 16 contains 44543 members 
Mstep: Class 17 contains 43736 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 40646 members 
Mstep: Class 20 contains 43436 members 
Mstep: Class 21 contains 45070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111205688.000000 Penalty: 69443.789062
Iteration 467Q: 22 clusters Score -1.112057e+08 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44369 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47767 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42539 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 47987 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 10 contains 48560 members 
Mstep: Class 11 contains 41919 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45384 members 
Mstep: Class 14 contains 29189 members 
Mstep: Class 15 contains 45763 members 
Mstep: Class 16 contains 44215 members 
Mstep: Class 17 contains 43711 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 40568 members 
Mstep: Class 20 contains 43497 members 
Mstep: Class 21 contains 44735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111205792.000000 Penalty: 69443.789062
Iteration 468Q: 22 clusters Score -1.112058e+08 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44342 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47761 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42616 members 
Mstep: Class 7 contains 1342 members 
Mstep: Class 8 contains 48138 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 10 contains 48780 members 
Mstep: Class 11 contains 41876 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45501 members 
Mstep: Class 14 contains 29169 members 
Mstep: Class 15 contains 45877 members 
Mstep: Class 16 contains 43900 members 
Mstep: Class 17 contains 43723 members 
Mstep: Class 18 contains 645 members 
Mstep: Class 19 contains 40488 members 
Mstep: Class 20 contains 43659 members 
Mstep: Class 21 contains 44376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111206016.000000 Penalty: 69443.789062
Iteration 469Q: 22 clusters Score -1.11206e+08 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47770 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42685 members 
Mstep: Class 7 contains 1342 members 
Mstep: Class 8 contains 48260 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 48933 members 
Mstep: Class 11 contains 41813 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45631 members 
Mstep: Class 14 contains 29177 members 
Mstep: Class 15 contains 45989 members 
Mstep: Class 16 contains 43514 members 
Mstep: Class 17 contains 43723 members 
Mstep: Class 18 contains 645 members 
Mstep: Class 19 contains 40427 members 
Mstep: Class 20 contains 43903 members 
Mstep: Class 21 contains 44039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111206224.000000 Penalty: 69443.789062
Iteration 470Q: 22 clusters Score -1.112062e+08 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44386 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47735 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42728 members 
Mstep: Class 7 contains 1338 members 
Mstep: Class 8 contains 48341 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 48983 members 
Mstep: Class 11 contains 41801 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45744 members 
Mstep: Class 14 contains 29168 members 
Mstep: Class 15 contains 46092 members 
Mstep: Class 16 contains 43093 members 
Mstep: Class 17 contains 43737 members 
Mstep: Class 18 contains 646 members 
Mstep: Class 19 contains 40383 members 
Mstep: Class 20 contains 44143 members 
Mstep: Class 21 contains 43876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111206200.000000 Penalty: 69443.789062
Iteration 471Q: 22 clusters Score -1.112062e+08 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44467 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47670 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42738 members 
Mstep: Class 7 contains 1338 members 
Mstep: Class 8 contains 48360 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 49010 members 
Mstep: Class 11 contains 41823 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45836 members 
Mstep: Class 14 contains 29180 members 
Mstep: Class 15 contains 46167 members 
Mstep: Class 16 contains 42672 members 
Mstep: Class 17 contains 43744 members 
Mstep: Class 18 contains 646 members 
Mstep: Class 19 contains 40342 members 
Mstep: Class 20 contains 44376 members 
Mstep: Class 21 contains 43825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111206576.000000 Penalty: 69443.789062
Iteration 472Q: 22 clusters Score -1.112066e+08 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47683 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42761 members 
Mstep: Class 7 contains 1338 members 
Mstep: Class 8 contains 48369 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 48914 members 
Mstep: Class 11 contains 41834 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45894 members 
Mstep: Class 14 contains 29155 members 
Mstep: Class 15 contains 46251 members 
Mstep: Class 16 contains 42372 members 
Mstep: Class 17 contains 43747 members 
Mstep: Class 18 contains 646 members 
Mstep: Class 19 contains 40288 members 
Mstep: Class 20 contains 44578 members 
Mstep: Class 21 contains 43835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111206656.000000 Penalty: 69443.789062
Iteration 473Q: 22 clusters Score -1.112067e+08 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44558 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47685 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42788 members 
Mstep: Class 7 contains 1337 members 
Mstep: Class 8 contains 48388 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 10 contains 48809 members 
Mstep: Class 11 contains 41885 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45924 members 
Mstep: Class 14 contains 29140 members 
Mstep: Class 15 contains 46347 members 
Mstep: Class 16 contains 42141 members 
Mstep: Class 17 contains 43742 members 
Mstep: Class 18 contains 646 members 
Mstep: Class 19 contains 40237 members 
Mstep: Class 20 contains 44699 members 
Mstep: Class 21 contains 43867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111206336.000000 Penalty: 69443.789062
Iteration 474Q: 22 clusters Score -1.112063e+08 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47680 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42810 members 
Mstep: Class 7 contains 1338 members 
Mstep: Class 8 contains 48417 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 10 contains 48694 members 
Mstep: Class 11 contains 41931 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 45962 members 
Mstep: Class 14 contains 29122 members 
Mstep: Class 15 contains 46400 members 
Mstep: Class 16 contains 41981 members 
Mstep: Class 17 contains 43728 members 
Mstep: Class 18 contains 645 members 
Mstep: Class 19 contains 40220 members 
Mstep: Class 20 contains 44701 members 
Mstep: Class 21 contains 44016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111206576.000000 Penalty: 69443.789062
Iteration 475Q: 22 clusters Score -1.112066e+08 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47691 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42839 members 
Mstep: Class 7 contains 1337 members 
Mstep: Class 8 contains 48421 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 10 contains 48579 members 
Mstep: Class 11 contains 41964 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46009 members 
Mstep: Class 14 contains 29109 members 
Mstep: Class 15 contains 46425 members 
Mstep: Class 16 contains 41960 members 
Mstep: Class 17 contains 43694 members 
Mstep: Class 18 contains 646 members 
Mstep: Class 19 contains 40188 members 
Mstep: Class 20 contains 44715 members 
Mstep: Class 21 contains 44172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111206608.000000 Penalty: 69443.789062
Iteration 476Q: 22 clusters Score -1.112066e+08 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47686 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42850 members 
Mstep: Class 7 contains 1338 members 
Mstep: Class 8 contains 48398 members 
Mstep: Class 9 contains 2736 members 
Mstep: Class 10 contains 48533 members 
Mstep: Class 11 contains 41999 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46043 members 
Mstep: Class 14 contains 29094 members 
Mstep: Class 15 contains 46434 members 
Mstep: Class 16 contains 41954 members 
Mstep: Class 17 contains 43639 members 
Mstep: Class 18 contains 648 members 
Mstep: Class 19 contains 40166 members 
Mstep: Class 20 contains 44638 members 
Mstep: Class 21 contains 44389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111206600.000000 Penalty: 69443.789062
Iteration 477Q: 22 clusters Score -1.112066e+08 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44218 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47710 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42850 members 
Mstep: Class 7 contains 1338 members 
Mstep: Class 8 contains 48348 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 10 contains 48549 members 
Mstep: Class 11 contains 42031 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46057 members 
Mstep: Class 14 contains 29072 members 
Mstep: Class 15 contains 46440 members 
Mstep: Class 16 contains 41984 members 
Mstep: Class 17 contains 43637 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 40164 members 
Mstep: Class 20 contains 44447 members 
Mstep: Class 21 contains 44701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111206856.000000 Penalty: 69443.789062
Iteration 478Q: 22 clusters Score -1.112069e+08 nChanged 5220
Entering ConstructFrom: 
Score: -111206856.000000 Penalty: 69443.789062
Entering ConstructFrom: 
Trying to split cluster 1 (44063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Entering Unmasked Estep 
Score: -8053082.000000 Penalty: 2651.957031
	Iteration 0F: 2 clusters Score -8053082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -8024057.000000 Penalty: 5303.914062
	Iteration 0F: 3 clusters Score -8024057 nChanged 20234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -8035389.500000 Penalty: 5303.914062
	Iteration 1F: 3 clusters Score -8035390 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -8036212.500000 Penalty: 5303.914062
	Iteration 2Q: 3 clusters Score -8036212 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -8037469.000000 Penalty: 5303.914062
	Iteration 3F: 3 clusters Score -8037469 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -8039380.000000 Penalty: 5303.914062
	Iteration 4F: 3 clusters Score -8039380 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 34114 members 
Entering Unmasked Estep 
Score: -8042098.000000 Penalty: 5303.914062
	Iteration 5F: 3 clusters Score -8042098 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 37552 members 
Entering Unmasked Estep 
Score: -8045263.500000 Penalty: 5303.914062
	Iteration 6F: 3 clusters Score -8045264 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 40520 members 
Entering Unmasked Estep 
Score: -8048140.500000 Penalty: 5303.914062
	Iteration 7F: 3 clusters Score -8048140 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 42367 members 
Entering Unmasked Estep 
Score: -8049622.000000 Penalty: 5303.914062
	Iteration 8Q: 3 clusters Score -8049622 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -8050223.500000 Penalty: 5303.914062
	Iteration 9Q: 3 clusters Score -8050224 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -8050484.500000 Penalty: 5303.914062
	Iteration 10Q: 3 clusters Score -8050484 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 43656 members 
Entering Unmasked Estep 
Score: -8050596.500000 Penalty: 5303.914062
	Iteration 11Q: 3 clusters Score -8050596 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -8050679.000000 Penalty: 5303.914062
	Iteration 12Q: 3 clusters Score -8050679 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 43751 members 
Entering Unmasked Estep 
Score: -8050726.500000 Penalty: 5303.914062
	Iteration 13Q: 3 clusters Score -8050726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -8050744.500000 Penalty: 5303.914062
	Iteration 14Q: 3 clusters Score -8050744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 43775 members 
Entering Unmasked Estep 
Score: -8050755.000000 Penalty: 5303.914062
	Iteration 15Q: 3 clusters Score -8050755 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -8050768.500000 Penalty: 5303.914062
	Iteration 16Q: 3 clusters Score -8050768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 43783 members 
Entering Unmasked Estep 
Score: -8050773.500000 Penalty: 5303.914062
	Iteration 17Q: 3 clusters Score -8050774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 43787 members 
Entering Unmasked Estep 
Score: -8050781.000000 Penalty: 5303.914062
	Iteration 18Q: 3 clusters Score -8050781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -8050795.000000 Penalty: 5303.914062
	Iteration 19Q: 3 clusters Score -8050795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -8050804.000000 Penalty: 5303.914062
	Iteration 20F: 3 clusters Score -8050804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -8050804.500000 Penalty: 5303.914062
	Iteration 21Q: 3 clusters Score -8050804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 43795 members 
Entering Unmasked Estep 
Score: -8050815.500000 Penalty: 5303.914062
	Iteration 22Q: 3 clusters Score -8050816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 43797 members 
Entering Unmasked Estep 
Score: -8050809.000000 Penalty: 5303.914062
	Iteration 23Q: 3 clusters Score -8050809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 43797 members 
Entering Unmasked Estep 
Score: -8050811.500000 Penalty: 5303.914062
	Iteration 24Q: 3 clusters Score -8050812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 43798 members 
Entering Unmasked Estep 
Score: -8050811.500000 Penalty: 5303.914062
	Iteration 25Q: 3 clusters Score -8050812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 43797 members 
Entering Unmasked Estep 
Score: -8050810.000000 Penalty: 5303.914062
	Iteration 26Q: 3 clusters Score -8050810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 43797 members 
Entering Unmasked Estep 
Score: -8050810.000000 Penalty: 5303.914062
	Iteration 27F: 3 clusters Score -8050810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Entering Unmasked Estep 
Score: -143198.031250 Penalty: 1698.831299
	Iteration 0F: 2 clusters Score -143198 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 463 members 
Entering Unmasked Estep 
Score: -141326.921875 Penalty: 3397.662598
	Iteration 0F: 3 clusters Score -141326.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -141701.718750 Penalty: 3397.662598
	Iteration 1F: 3 clusters Score -141701.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -141862.281250 Penalty: 3397.662598
	Iteration 2F: 3 clusters Score -141862.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -142021.078125 Penalty: 3397.662598
	Iteration 3F: 3 clusters Score -142021.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -142210.031250 Penalty: 3397.662598
	Iteration 4F: 3 clusters Score -142210 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -142570.359375 Penalty: 3397.662598
	Iteration 5F: 3 clusters Score -142570.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -142852.000000 Penalty: 3397.662598
	Iteration 6F: 3 clusters Score -142852 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -143153.375000 Penalty: 3397.662598
	Iteration 7F: 3 clusters Score -143153.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -143310.687500 Penalty: 3397.662598
	Iteration 8Q: 3 clusters Score -143310.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -143399.796875 Penalty: 3397.662598
	Iteration 9Q: 3 clusters Score -143399.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -143435.765625 Penalty: 3397.662598
	Iteration 10Q: 3 clusters Score -143435.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -143462.671875 Penalty: 3397.662598
	Iteration 11Q: 3 clusters Score -143462.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -143485.062500 Penalty: 3397.662598
	Iteration 12Q: 3 clusters Score -143485.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -143505.000000 Penalty: 3397.662598
	Iteration 13Q: 3 clusters Score -143505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -143537.671875 Penalty: 3397.662598
	Iteration 14Q: 3 clusters Score -143537.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -143540.734375 Penalty: 3397.662598
	Iteration 15Q: 3 clusters Score -143540.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -143542.312500 Penalty: 3397.662598
	Iteration 16F: 3 clusters Score -143542.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -143567.812500 Penalty: 3397.662598
	Iteration 17Q: 3 clusters Score -143567.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -143618.578125 Penalty: 3397.662598
	Iteration 18Q: 3 clusters Score -143618.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -143618.578125 Penalty: 3397.662598
	Iteration 19F: 3 clusters Score -143618.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 427 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47722 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42835 members 
Mstep: Class 7 contains 1337 members 
Mstep: Class 8 contains 48335 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 10 contains 48602 members 
Mstep: Class 11 contains 41996 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46018 members 
Mstep: Class 14 contains 29042 members 
Mstep: Class 15 contains 46419 members 
Mstep: Class 16 contains 42076 members 
Mstep: Class 17 contains 43653 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 40132 members 
Mstep: Class 20 contains 44237 members 
Mstep: Class 21 contains 45077 members 
Mstep: Class 22 contains 517 members 
Entering Unmasked Estep 
Score: -111205544.000000 Penalty: 72750.632812
Splitting cluster 2 changes total score from -111206856.000000 to -111205544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Entering Unmasked Estep 
Score: -105962.210938 Penalty: 1647.659912
	Iteration 0F: 2 clusters Score -105962.2 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 382 members 
Entering Unmasked Estep 
Score: -104254.210938 Penalty: 3295.319824
	Iteration 0F: 3 clusters Score -104254.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -104788.664062 Penalty: 3295.319824
	Iteration 1F: 3 clusters Score -104788.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -105175.820312 Penalty: 3295.319824
	Iteration 2F: 3 clusters Score -105175.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -105475.960938 Penalty: 3295.319824
	Iteration 3F: 3 clusters Score -105476 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -105676.156250 Penalty: 3295.319824
	Iteration 4F: 3 clusters Score -105676.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -105782.210938 Penalty: 3295.319824
	Iteration 5Q: 3 clusters Score -105782.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -105814.031250 Penalty: 3295.319824
	Iteration 6Q: 3 clusters Score -105814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -105829.960938 Penalty: 3295.319824
	Iteration 7Q: 3 clusters Score -105830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -105848.101562 Penalty: 3295.319824
	Iteration 8Q: 3 clusters Score -105848.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -105859.960938 Penalty: 3295.319824
	Iteration 9Q: 3 clusters Score -105860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -105864.000000 Penalty: 3295.319824
	Iteration 10Q: 3 clusters Score -105864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -105864.000000 Penalty: 3295.319824
	Iteration 11F: 3 clusters Score -105864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47722 members 
Entering Unmasked Estep 
Score: -8649983.000000 Penalty: 2671.740723
	Iteration 0F: 2 clusters Score -8649983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 23856 members 
Entering Unmasked Estep 
Score: -8619396.000000 Penalty: 5343.481445
	Iteration 0F: 3 clusters Score -8619396 nChanged 22012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -8631307.000000 Penalty: 5343.481445
	Iteration 1F: 3 clusters Score -8631307 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -8631760.000000 Penalty: 5343.481445
	Iteration 2Q: 3 clusters Score -8631760 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -8632183.000000 Penalty: 5343.481445
	Iteration 3Q: 3 clusters Score -8632183 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -8632616.000000 Penalty: 5343.481445
	Iteration 4Q: 3 clusters Score -8632616 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -8633183.000000 Penalty: 5343.481445
	Iteration 5Q: 3 clusters Score -8633183 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -8633870.000000 Penalty: 5343.481445
	Iteration 6Q: 3 clusters Score -8633870 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -8634715.000000 Penalty: 5343.481445
	Iteration 7Q: 3 clusters Score -8634715 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -8635834.000000 Penalty: 5343.481445
	Iteration 8Q: 3 clusters Score -8635834 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -8637194.000000 Penalty: 5343.481445
	Iteration 9Q: 3 clusters Score -8637194 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -8638955.000000 Penalty: 5343.481445
	Iteration 10F: 3 clusters Score -8638955 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -8640893.000000 Penalty: 5343.481445
	Iteration 11F: 3 clusters Score -8640893 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -8642670.000000 Penalty: 5343.481445
	Iteration 12F: 3 clusters Score -8642670 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -8643699.000000 Penalty: 5343.481445
	Iteration 13Q: 3 clusters Score -8643699 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -8644193.000000 Penalty: 5343.481445
	Iteration 14Q: 3 clusters Score -8644193 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -8644506.000000 Penalty: 5343.481445
	Iteration 15Q: 3 clusters Score -8644506 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21893 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -8644798.000000 Penalty: 5343.481445
	Iteration 16Q: 3 clusters Score -8644798 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -8645090.000000 Penalty: 5343.481445
	Iteration 17Q: 3 clusters Score -8645090 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -8645310.000000 Penalty: 5343.481445
	Iteration 18Q: 3 clusters Score -8645310 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -8645533.000000 Penalty: 5343.481445
	Iteration 19Q: 3 clusters Score -8645533 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -8645765.000000 Penalty: 5343.481445
	Iteration 20F: 3 clusters Score -8645765 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 28271 members 
Entering Unmasked Estep 
Score: -8645972.000000 Penalty: 5343.481445
	Iteration 21Q: 3 clusters Score -8645972 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -8646177.000000 Penalty: 5343.481445
	Iteration 22Q: 3 clusters Score -8646177 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -8646317.000000 Penalty: 5343.481445
	Iteration 23Q: 3 clusters Score -8646317 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -8646459.000000 Penalty: 5343.481445
	Iteration 24Q: 3 clusters Score -8646459 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 29771 members 
Entering Unmasked Estep 
Score: -8646567.000000 Penalty: 5343.481445
	Iteration 25Q: 3 clusters Score -8646567 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -8646657.000000 Penalty: 5343.481445
	Iteration 26Q: 3 clusters Score -8646657 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 30384 members 
Entering Unmasked Estep 
Score: -8646757.000000 Penalty: 5343.481445
	Iteration 27Q: 3 clusters Score -8646757 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -8646840.000000 Penalty: 5343.481445
	Iteration 28Q: 3 clusters Score -8646840 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -8646901.000000 Penalty: 5343.481445
	Iteration 29Q: 3 clusters Score -8646901 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -8646959.000000 Penalty: 5343.481445
	Iteration 30Q: 3 clusters Score -8646959 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -8647036.000000 Penalty: 5343.481445
	Iteration 31Q: 3 clusters Score -8647036 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -8647113.000000 Penalty: 5343.481445
	Iteration 32Q: 3 clusters Score -8647113 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 31971 members 
Entering Unmasked Estep 
Score: -8647176.000000 Penalty: 5343.481445
	Iteration 33Q: 3 clusters Score -8647176 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -8647269.000000 Penalty: 5343.481445
	Iteration 34Q: 3 clusters Score -8647269 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8647339 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8647423 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8647493 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8647526 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8647563 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -8647616.000000 Penalty: 5343.481445
	Iteration 40F: 3 clusters Score -8647616 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8647663 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8647739 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8647781 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8647824 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8647860 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8647901 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8647945 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8647974 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -8647989.000000 Penalty: 5343.481445
	Iteration 49Q: 3 clusters Score -8647989 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 35175 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8648038 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -8648059.000000 Penalty: 5343.481445
	Iteration 51Q: 3 clusters Score -8648059 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -8648098.000000 Penalty: 5343.481445
	Iteration 52Q: 3 clusters Score -8648098 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -8648143.000000 Penalty: 5343.481445
	Iteration 53Q: 3 clusters Score -8648143 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 35662 members 
Entering Unmasked Estep 
Score: -8648176.000000 Penalty: 5343.481445
	Iteration 54Q: 3 clusters Score -8648176 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -8648217.000000 Penalty: 5343.481445
	Iteration 55Q: 3 clusters Score -8648217 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -8648249.000000 Penalty: 5343.481445
	Iteration 56Q: 3 clusters Score -8648249 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -8648301.000000 Penalty: 5343.481445
	Iteration 57Q: 3 clusters Score -8648301 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -8648339.000000 Penalty: 5343.481445
	Iteration 58Q: 3 clusters Score -8648339 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8648376 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -8648390.000000 Penalty: 5343.481445
	Iteration 60F: 3 clusters Score -8648390 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
Score: -8648419.000000 Penalty: 5343.481445
	Iteration 61Q: 3 clusters Score -8648419 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -8648432.000000 Penalty: 5343.481445
	Iteration 62Q: 3 clusters Score -8648432 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 36597 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8648456 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8648495 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 36777 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8648532 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8648534 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8648579 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8648605 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8648628 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8648659 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8648677 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 37436 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8648705 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8648730 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8648739 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8648730 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -8648759.000000 Penalty: 5343.481445
	Iteration 76Q: 3 clusters Score -8648759 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -8648769.000000 Penalty: 5343.481445
	Iteration 77Q: 3 clusters Score -8648769 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -8648779.000000 Penalty: 5343.481445
	Iteration 78Q: 3 clusters Score -8648779 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -8648804.000000 Penalty: 5343.481445
	Iteration 79Q: 3 clusters Score -8648804 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 38034 members 
Entering Unmasked Estep 
Score: -8648826.000000 Penalty: 5343.481445
	Iteration 80F: 3 clusters Score -8648826 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -8648847.000000 Penalty: 5343.481445
	Iteration 81Q: 3 clusters Score -8648847 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
Score: -8648854.000000 Penalty: 5343.481445
	Iteration 82Q: 3 clusters Score -8648854 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -8648871.000000 Penalty: 5343.481445
	Iteration 83Q: 3 clusters Score -8648871 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8648854 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -8648879.000000 Penalty: 5343.481445
	Iteration 85Q: 3 clusters Score -8648879 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8648885 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -8648897.000000 Penalty: 5343.481445
	Iteration 87Q: 3 clusters Score -8648897 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8648881 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8648879 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 38505 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8648897 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -8648901.000000 Penalty: 5343.481445
	Iteration 91Q: 3 clusters Score -8648901 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8648904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -8648907.000000 Penalty: 5343.481445
	Iteration 93Q: 3 clusters Score -8648907 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -8648915.000000 Penalty: 5343.481445
	Iteration 94Q: 3 clusters Score -8648915 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -8648920.000000 Penalty: 5343.481445
	Iteration 95Q: 3 clusters Score -8648920 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -8648914.000000 Penalty: 5343.481445
	Iteration 96Q: 3 clusters Score -8648914 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -8648925.000000 Penalty: 5343.481445
	Iteration 97Q: 3 clusters Score -8648925 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -8648954.000000 Penalty: 5343.481445
	Iteration 98Q: 3 clusters Score -8648954 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
Score: -8648938.000000 Penalty: 5343.481445
	Iteration 99Q: 3 clusters Score -8648938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 38835 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8648938 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -8648956.000000 Penalty: 5343.481445
	Iteration 101Q: 3 clusters Score -8648956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 38892 members 
Entering Unmasked Estep 
Score: -8648950.000000 Penalty: 5343.481445
	Iteration 102Q: 3 clusters Score -8648950 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -8648953.000000 Penalty: 5343.481445
	Iteration 103Q: 3 clusters Score -8648953 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -8648960.000000 Penalty: 5343.481445
	Iteration 104Q: 3 clusters Score -8648960 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -8648955.000000 Penalty: 5343.481445
	Iteration 105Q: 3 clusters Score -8648955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 38933 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8648955 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 38937 members 
Entering Unmasked Estep 
Score: -8648966.000000 Penalty: 5343.481445
	Iteration 107Q: 3 clusters Score -8648966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
Score: -8648957.000000 Penalty: 5343.481445
	Iteration 108Q: 3 clusters Score -8648957 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 38959 members 
Entering Unmasked Estep 
Score: -8648978.000000 Penalty: 5343.481445
	Iteration 109Q: 3 clusters Score -8648978 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 38973 members 
Entering Unmasked Estep 
Score: -8648980.000000 Penalty: 5343.481445
	Iteration 110Q: 3 clusters Score -8648980 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -8648993.000000 Penalty: 5343.481445
	Iteration 111Q: 3 clusters Score -8648993 nChanged 12
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Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -8649010.000000 Penalty: 5343.481445
	Iteration 112Q: 3 clusters Score -8649010 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -8649007.000000 Penalty: 5343.481445
	Iteration 113Q: 3 clusters Score -8649007 nChanged 15
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Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 39031 members 
Entering Unmasked Estep 
Score: -8649013.000000 Penalty: 5343.481445
	Iteration 114Q: 3 clusters Score -8649013 nChanged 19
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Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 39050 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8649013 nChanged 20
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Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 39070 members 
Entering Unmasked Estep 
Score: -8649012.000000 Penalty: 5343.481445
	Iteration 116Q: 3 clusters Score -8649012 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 39080 members 
Entering Unmasked Estep 
Score: -8649009.000000 Penalty: 5343.481445
	Iteration 117Q: 3 clusters Score -8649009 nChanged 13
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Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -8649027.000000 Penalty: 5343.481445
	Iteration 118Q: 3 clusters Score -8649027 nChanged 12
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Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
Score: -8649021.000000 Penalty: 5343.481445
	Iteration 119Q: 3 clusters Score -8649021 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -8649027.000000 Penalty: 5343.481445
	Iteration 120F: 3 clusters Score -8649027 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
Score: -8649028.000000 Penalty: 5343.481445
	Iteration 121Q: 3 clusters Score -8649028 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -8649026.000000 Penalty: 5343.481445
	Iteration 122Q: 3 clusters Score -8649026 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -8649034.000000 Penalty: 5343.481445
	Iteration 123Q: 3 clusters Score -8649034 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 39140 members 
Entering Unmasked Estep 
Score: -8649047.000000 Penalty: 5343.481445
	Iteration 124Q: 3 clusters Score -8649047 nChanged 7
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Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 39147 members 
Entering Unmasked Estep 
Score: -8649045.000000 Penalty: 5343.481445
	Iteration 125Q: 3 clusters Score -8649045 nChanged 6
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Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 39153 members 
Entering Unmasked Estep 
Score: -8649040.000000 Penalty: 5343.481445
	Iteration 126Q: 3 clusters Score -8649040 nChanged 2
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Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -8649042.000000 Penalty: 5343.481445
	Iteration 127Q: 3 clusters Score -8649042 nChanged 3
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Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -8649039.000000 Penalty: 5343.481445
	Iteration 128Q: 3 clusters Score -8649039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -8649039.000000 Penalty: 5343.481445
	Iteration 129F: 3 clusters Score -8649039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Entering Unmasked Estep 
Score: -36811.179688 Penalty: 1512.322510
	Iteration 0F: 2 clusters Score -36811.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -35708.867188 Penalty: 3024.645020
	Iteration 0F: 3 clusters Score -35708.87 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -36104.492188 Penalty: 3024.645020
	Iteration 1F: 3 clusters Score -36104.49 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -36343.660156 Penalty: 3024.645020
	Iteration 2F: 3 clusters Score -36343.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -36481.609375 Penalty: 3024.645020
	Iteration 3Q: 3 clusters Score -36481.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -36555.941406 Penalty: 3024.645020
	Iteration 4Q: 3 clusters Score -36555.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -36605.285156 Penalty: 3024.645020
	Iteration 5Q: 3 clusters Score -36605.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -36644.457031 Penalty: 3024.645020
	Iteration 6Q: 3 clusters Score -36644.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -36661.390625 Penalty: 3024.645020
	Iteration 7Q: 3 clusters Score -36661.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -36687.269531 Penalty: 3024.645020
	Iteration 8Q: 3 clusters Score -36687.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -36687.269531 Penalty: 3024.645020
	Iteration 9F: 3 clusters Score -36687.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (42835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Entering Unmasked Estep 
Score: -7824451.500000 Penalty: 2644.947510
	Iteration 0F: 2 clusters Score -7824452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -7795717.000000 Penalty: 5289.895020
	Iteration 0F: 3 clusters Score -7795717 nChanged 19688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -7806510.500000 Penalty: 5289.895020
	Iteration 1F: 3 clusters Score -7806510 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -7807167.000000 Penalty: 5289.895020
	Iteration 2Q: 3 clusters Score -7807167 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -7808185.500000 Penalty: 5289.895020
	Iteration 3Q: 3 clusters Score -7808186 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -7809545.500000 Penalty: 5289.895020
	Iteration 4F: 3 clusters Score -7809546 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25491 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -7811215.500000 Penalty: 5289.895020
	Iteration 5F: 3 clusters Score -7811216 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -7813332.000000 Penalty: 5289.895020
	Iteration 6F: 3 clusters Score -7813332 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29201 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -7815814.500000 Penalty: 5289.895020
	Iteration 7F: 3 clusters Score -7815814 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -7818431.500000 Penalty: 5289.895020
	Iteration 8F: 3 clusters Score -7818432 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -7820591.000000 Penalty: 5289.895020
	Iteration 9F: 3 clusters Score -7820591 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -7821466.000000 Penalty: 5289.895020
	Iteration 10Q: 3 clusters Score -7821466 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -7821781.000000 Penalty: 5289.895020
	Iteration 11Q: 3 clusters Score -7821781 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -7821985.500000 Penalty: 5289.895020
	Iteration 12Q: 3 clusters Score -7821986 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -7822178.500000 Penalty: 5289.895020
	Iteration 13Q: 3 clusters Score -7822178 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -7822294.000000 Penalty: 5289.895020
	Iteration 14Q: 3 clusters Score -7822294 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -7822403.500000 Penalty: 5289.895020
	Iteration 15Q: 3 clusters Score -7822404 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -7822485.500000 Penalty: 5289.895020
	Iteration 16Q: 3 clusters Score -7822486 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -7822563.000000 Penalty: 5289.895020
	Iteration 17Q: 3 clusters Score -7822563 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36465 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -7822622.500000 Penalty: 5289.895020
	Iteration 18Q: 3 clusters Score -7822622 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -7822672.500000 Penalty: 5289.895020
	Iteration 19Q: 3 clusters Score -7822672 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36981 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -7822750.500000 Penalty: 5289.895020
	Iteration 20F: 3 clusters Score -7822750 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37231 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -7822796.500000 Penalty: 5289.895020
	Iteration 21Q: 3 clusters Score -7822796 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37476 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -7822884.000000 Penalty: 5289.895020
	Iteration 22Q: 3 clusters Score -7822884 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -7822906.500000 Penalty: 5289.895020
	Iteration 23Q: 3 clusters Score -7822906 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -7822927.000000 Penalty: 5289.895020
	Iteration 24Q: 3 clusters Score -7822927 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -7822938.500000 Penalty: 5289.895020
	Iteration 25Q: 3 clusters Score -7822938 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -7822992.500000 Penalty: 5289.895020
	Iteration 26Q: 3 clusters Score -7822992 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -7823048.000000 Penalty: 5289.895020
	Iteration 27Q: 3 clusters Score -7823048 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -7823048.000000 Penalty: 5289.895020
	Iteration 28Q: 3 clusters Score -7823048 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -7823053.000000 Penalty: 5289.895020
	Iteration 29Q: 3 clusters Score -7823053 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38873 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -7823062.000000 Penalty: 5289.895020
	Iteration 30Q: 3 clusters Score -7823062 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38959 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -7823077.000000 Penalty: 5289.895020
	Iteration 31Q: 3 clusters Score -7823077 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39031 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -7823096.500000 Penalty: 5289.895020
	Iteration 32Q: 3 clusters Score -7823096 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39095 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -7823099.000000 Penalty: 5289.895020
	Iteration 33Q: 3 clusters Score -7823099 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -7823097.500000 Penalty: 5289.895020
	Iteration 34Q: 3 clusters Score -7823098 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -7823105.500000 Penalty: 5289.895020
	Iteration 35Q: 3 clusters Score -7823106 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -7823118.500000 Penalty: 5289.895020
	Iteration 36Q: 3 clusters Score -7823118 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -7823122.000000 Penalty: 5289.895020
	Iteration 37Q: 3 clusters Score -7823122 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -7823115.000000 Penalty: 5289.895020
	Iteration 38Q: 3 clusters Score -7823115 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39346 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -7823123.000000 Penalty: 5289.895020
	Iteration 39Q: 3 clusters Score -7823123 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -7823128.000000 Penalty: 5289.895020
	Iteration 40F: 3 clusters Score -7823128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -7823121.000000 Penalty: 5289.895020
	Iteration 41Q: 3 clusters Score -7823121 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -7823117.500000 Penalty: 5289.895020
	Iteration 42Q: 3 clusters Score -7823118 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -7823132.500000 Penalty: 5289.895020
	Iteration 43Q: 3 clusters Score -7823132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -7823137.500000 Penalty: 5289.895020
	Iteration 44Q: 3 clusters Score -7823138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -7823131.000000 Penalty: 5289.895020
	Iteration 45Q: 3 clusters Score -7823131 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -7823138.000000 Penalty: 5289.895020
	Iteration 46Q: 3 clusters Score -7823138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -7823139.000000 Penalty: 5289.895020
	Iteration 47Q: 3 clusters Score -7823139 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -7823144.000000 Penalty: 5289.895020
	Iteration 48Q: 3 clusters Score -7823144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -7823135.000000 Penalty: 5289.895020
	Iteration 49Q: 3 clusters Score -7823135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -7823137.500000 Penalty: 5289.895020
	Iteration 50Q: 3 clusters Score -7823138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -7823142.000000 Penalty: 5289.895020
	Iteration 51Q: 3 clusters Score -7823142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -7823145.000000 Penalty: 5289.895020
	Iteration 52Q: 3 clusters Score -7823145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -7823142.500000 Penalty: 5289.895020
	Iteration 53Q: 3 clusters Score -7823142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -7823147.000000 Penalty: 5289.895020
	Iteration 54Q: 3 clusters Score -7823147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39626 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -7823152.000000 Penalty: 5289.895020
	Iteration 55Q: 3 clusters Score -7823152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -7823151.500000 Penalty: 5289.895020
	Iteration 56Q: 3 clusters Score -7823152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -7823158.500000 Penalty: 5289.895020
	Iteration 57Q: 3 clusters Score -7823158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -7823150.000000 Penalty: 5289.895020
	Iteration 58Q: 3 clusters Score -7823150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -7823148.000000 Penalty: 5289.895020
	Iteration 59Q: 3 clusters Score -7823148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -7823152.500000 Penalty: 5289.895020
	Iteration 60F: 3 clusters Score -7823152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39661 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -7823152.000000 Penalty: 5289.895020
	Iteration 61Q: 3 clusters Score -7823152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -7823142.500000 Penalty: 5289.895020
	Iteration 62Q: 3 clusters Score -7823142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -7823147.000000 Penalty: 5289.895020
	Iteration 63Q: 3 clusters Score -7823147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39700 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -7823148.500000 Penalty: 5289.895020
	Iteration 64Q: 3 clusters Score -7823148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -7823150.000000 Penalty: 5289.895020
	Iteration 65Q: 3 clusters Score -7823150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -7823156.500000 Penalty: 5289.895020
	Iteration 66Q: 3 clusters Score -7823156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -7823175.000000 Penalty: 5289.895020
	Iteration 67Q: 3 clusters Score -7823175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -7823160.500000 Penalty: 5289.895020
	Iteration 68Q: 3 clusters Score -7823160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -7823148.500000 Penalty: 5289.895020
	Iteration 69Q: 3 clusters Score -7823148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -7823155.000000 Penalty: 5289.895020
	Iteration 70Q: 3 clusters Score -7823155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -7823149.000000 Penalty: 5289.895020
	Iteration 71Q: 3 clusters Score -7823149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -7823150.000000 Penalty: 5289.895020
	Iteration 72Q: 3 clusters Score -7823150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -7823155.000000 Penalty: 5289.895020
	Iteration 73Q: 3 clusters Score -7823155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -7823151.000000 Penalty: 5289.895020
	Iteration 74Q: 3 clusters Score -7823151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -7823156.500000 Penalty: 5289.895020
	Iteration 75Q: 3 clusters Score -7823156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39806 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -7823153.000000 Penalty: 5289.895020
	Iteration 76Q: 3 clusters Score -7823153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39808 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -7823151.000000 Penalty: 5289.895020
	Iteration 77Q: 3 clusters Score -7823151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39809 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -7823156.500000 Penalty: 5289.895020
	Iteration 78Q: 3 clusters Score -7823156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -7823153.500000 Penalty: 5289.895020
	Iteration 79Q: 3 clusters Score -7823154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -7823157.000000 Penalty: 5289.895020
	Iteration 80F: 3 clusters Score -7823157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -7823155.000000 Penalty: 5289.895020
	Iteration 81Q: 3 clusters Score -7823155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -7823155.000000 Penalty: 5289.895020
	Iteration 82F: 3 clusters Score -7823155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Entering Unmasked Estep 
Score: -229891.421875 Penalty: 1785.149536
	Iteration 0F: 2 clusters Score -229891.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -227712.468750 Penalty: 3570.299072
	Iteration 0F: 3 clusters Score -227712.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -228255.515625 Penalty: 3570.299072
	Iteration 1F: 3 clusters Score -228255.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -228505.343750 Penalty: 3570.299072
	Iteration 2F: 3 clusters Score -228505.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -228693.687500 Penalty: 3570.299072
	Iteration 3F: 3 clusters Score -228693.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -228889.406250 Penalty: 3570.299072
	Iteration 4F: 3 clusters Score -228889.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -229007.750000 Penalty: 3570.299072
	Iteration 5Q: 3 clusters Score -229007.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -229080.468750 Penalty: 3570.299072
	Iteration 6Q: 3 clusters Score -229080.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -229139.453125 Penalty: 3570.299072
	Iteration 7Q: 3 clusters Score -229139.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -229186.671875 Penalty: 3570.299072
	Iteration 8Q: 3 clusters Score -229186.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -229221.421875 Penalty: 3570.299072
	Iteration 9Q: 3 clusters Score -229221.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -229270.031250 Penalty: 3570.299072
	Iteration 10Q: 3 clusters Score -229270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -229320.250000 Penalty: 3570.299072
	Iteration 11Q: 3 clusters Score -229320.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -229377.968750 Penalty: 3570.299072
	Iteration 12Q: 3 clusters Score -229378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -229420.781250 Penalty: 3570.299072
	Iteration 13Q: 3 clusters Score -229420.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -229458.078125 Penalty: 3570.299072
	Iteration 14Q: 3 clusters Score -229458.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -229489.781250 Penalty: 3570.299072
	Iteration 15Q: 3 clusters Score -229489.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -229520.468750 Penalty: 3570.299072
	Iteration 16Q: 3 clusters Score -229520.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -229551.734375 Penalty: 3570.299072
	Iteration 17Q: 3 clusters Score -229551.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -229570.546875 Penalty: 3570.299072
	Iteration 18Q: 3 clusters Score -229570.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -229613.515625 Penalty: 3570.299072
	Iteration 19Q: 3 clusters Score -229613.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -229693.484375 Penalty: 3570.299072
	Iteration 20F: 3 clusters Score -229693.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -229846.140625 Penalty: 3570.299072
	Iteration 21Q: 3 clusters Score -229846.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -229899.765625 Penalty: 3570.299072
	Iteration 22Q: 3 clusters Score -229899.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -229919.953125 Penalty: 3570.299072
	Iteration 23Q: 3 clusters Score -229920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -229937.390625 Penalty: 3570.299072
	Iteration 24Q: 3 clusters Score -229937.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -229949.343750 Penalty: 3570.299072
	Iteration 25Q: 3 clusters Score -229949.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -229955.656250 Penalty: 3570.299072
	Iteration 26Q: 3 clusters Score -229955.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -229961.359375 Penalty: 3570.299072
	Iteration 27Q: 3 clusters Score -229961.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -229966.890625 Penalty: 3570.299072
	Iteration 28Q: 3 clusters Score -229966.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -229984.968750 Penalty: 3570.299072
	Iteration 29Q: 3 clusters Score -229985 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -230016.984375 Penalty: 3570.299072
	Iteration 30Q: 3 clusters Score -230017 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -230066.578125 Penalty: 3570.299072
	Iteration 31Q: 3 clusters Score -230066.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -230103.406250 Penalty: 3570.299072
	Iteration 32Q: 3 clusters Score -230103.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -230130.781250 Penalty: 3570.299072
	Iteration 33Q: 3 clusters Score -230130.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -230173.031250 Penalty: 3570.299072
	Iteration 34Q: 3 clusters Score -230173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -230220.125000 Penalty: 3570.299072
	Iteration 35Q: 3 clusters Score -230220.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -230251.203125 Penalty: 3570.299072
	Iteration 36Q: 3 clusters Score -230251.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -230275.984375 Penalty: 3570.299072
	Iteration 37Q: 3 clusters Score -230276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -230289.125000 Penalty: 3570.299072
	Iteration 38Q: 3 clusters Score -230289.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -230315.125000 Penalty: 3570.299072
	Iteration 39Q: 3 clusters Score -230315.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -230372.796875 Penalty: 3570.299072
	Iteration 40F: 3 clusters Score -230372.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -230426.203125 Penalty: 3570.299072
	Iteration 41Q: 3 clusters Score -230426.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -230436.125000 Penalty: 3570.299072
	Iteration 42Q: 3 clusters Score -230436.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -230439.750000 Penalty: 3570.299072
	Iteration 43Q: 3 clusters Score -230439.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -230439.750000 Penalty: 3570.299072
	Iteration 44F: 3 clusters Score -230439.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47722 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42835 members 
Mstep: Class 7 contains 592 members 
Mstep: Class 8 contains 48335 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 10 contains 48602 members 
Mstep: Class 11 contains 41996 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46018 members 
Mstep: Class 14 contains 29042 members 
Mstep: Class 15 contains 46419 members 
Mstep: Class 16 contains 42076 members 
Mstep: Class 17 contains 43653 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 40132 members 
Mstep: Class 20 contains 44237 members 
Mstep: Class 21 contains 45077 members 
Mstep: Class 22 contains 745 members 
Entering Unmasked Estep 
Score: -111205928.000000 Penalty: 72750.632812
Splitting cluster 7 changes total score from -111206856.000000 to -111205928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (48335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48335 members 
Entering Unmasked Estep 
Score: -8934112.000000 Penalty: 2674.906006
	Iteration 0F: 2 clusters Score -8934112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -8904301.000000 Penalty: 5349.812012
	Iteration 0F: 3 clusters Score -8904301 nChanged 22396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -8917047.000000 Penalty: 5349.812012
	Iteration 1F: 3 clusters Score -8917047 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -8917592.000000 Penalty: 5349.812012
	Iteration 2Q: 3 clusters Score -8917592 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -8918260.000000 Penalty: 5349.812012
	Iteration 3Q: 3 clusters Score -8918260 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -8918929.000000 Penalty: 5349.812012
	Iteration 4Q: 3 clusters Score -8918929 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -8919748.000000 Penalty: 5349.812012
	Iteration 5Q: 3 clusters Score -8919748 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -8920678.000000 Penalty: 5349.812012
	Iteration 6Q: 3 clusters Score -8920678 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -8921965.000000 Penalty: 5349.812012
	Iteration 7Q: 3 clusters Score -8921965 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -8923768.000000 Penalty: 5349.812012
	Iteration 8F: 3 clusters Score -8923768 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -8926003.000000 Penalty: 5349.812012
	Iteration 9F: 3 clusters Score -8926003 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -8928025.000000 Penalty: 5349.812012
	Iteration 10F: 3 clusters Score -8928025 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -8929154.000000 Penalty: 5349.812012
	Iteration 11Q: 3 clusters Score -8929154 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29779 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -8929664.000000 Penalty: 5349.812012
	Iteration 12Q: 3 clusters Score -8929664 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -8929959.000000 Penalty: 5349.812012
	Iteration 13Q: 3 clusters Score -8929959 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -8930206.000000 Penalty: 5349.812012
	Iteration 14Q: 3 clusters Score -8930206 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -8930438.000000 Penalty: 5349.812012
	Iteration 15Q: 3 clusters Score -8930438 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -8930635.000000 Penalty: 5349.812012
	Iteration 16Q: 3 clusters Score -8930635 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -8930882.000000 Penalty: 5349.812012
	Iteration 17Q: 3 clusters Score -8930882 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -8931045.000000 Penalty: 5349.812012
	Iteration 18Q: 3 clusters Score -8931045 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -8931189.000000 Penalty: 5349.812012
	Iteration 19Q: 3 clusters Score -8931189 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32067 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -8931285.000000 Penalty: 5349.812012
	Iteration 20F: 3 clusters Score -8931285 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -8931416.000000 Penalty: 5349.812012
	Iteration 21Q: 3 clusters Score -8931416 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -8931509.000000 Penalty: 5349.812012
	Iteration 22Q: 3 clusters Score -8931509 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -8931592.000000 Penalty: 5349.812012
	Iteration 23Q: 3 clusters Score -8931592 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -8931643.000000 Penalty: 5349.812012
	Iteration 24Q: 3 clusters Score -8931643 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -8931685.000000 Penalty: 5349.812012
	Iteration 25Q: 3 clusters Score -8931685 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -8931717.000000 Penalty: 5349.812012
	Iteration 26Q: 3 clusters Score -8931717 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -8931763.000000 Penalty: 5349.812012
	Iteration 27Q: 3 clusters Score -8931763 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33701 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -8931800.000000 Penalty: 5349.812012
	Iteration 28Q: 3 clusters Score -8931800 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -8931820.000000 Penalty: 5349.812012
	Iteration 29Q: 3 clusters Score -8931820 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -8931826.000000 Penalty: 5349.812012
	Iteration 30Q: 3 clusters Score -8931826 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -8931832.000000 Penalty: 5349.812012
	Iteration 31Q: 3 clusters Score -8931832 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -8931848.000000 Penalty: 5349.812012
	Iteration 32Q: 3 clusters Score -8931848 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -8931872.000000 Penalty: 5349.812012
	Iteration 33Q: 3 clusters Score -8931872 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -8931889.000000 Penalty: 5349.812012
	Iteration 34Q: 3 clusters Score -8931889 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -8931909.000000 Penalty: 5349.812012
	Iteration 35Q: 3 clusters Score -8931909 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -8931928.000000 Penalty: 5349.812012
	Iteration 36Q: 3 clusters Score -8931928 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -8931957.000000 Penalty: 5349.812012
	Iteration 37Q: 3 clusters Score -8931957 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -8931949.000000 Penalty: 5349.812012
	Iteration 38Q: 3 clusters Score -8931949 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -8931965.000000 Penalty: 5349.812012
	Iteration 39Q: 3 clusters Score -8931965 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -8931978.000000 Penalty: 5349.812012
	Iteration 40F: 3 clusters Score -8931978 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -8931976.000000 Penalty: 5349.812012
	Iteration 41Q: 3 clusters Score -8931976 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -8932004.000000 Penalty: 5349.812012
	Iteration 42Q: 3 clusters Score -8932004 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 13062 members 
Entering Unmasked Estep 
Score: -8932014.000000 Penalty: 5349.812012
	Iteration 43Q: 3 clusters Score -8932014 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -8932029.000000 Penalty: 5349.812012
	Iteration 44Q: 3 clusters Score -8932029 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -8932039.000000 Penalty: 5349.812012
	Iteration 45Q: 3 clusters Score -8932039 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -8932058.000000 Penalty: 5349.812012
	Iteration 46Q: 3 clusters Score -8932058 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35579 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -8932061.000000 Penalty: 5349.812012
	Iteration 47Q: 3 clusters Score -8932061 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -8932063.000000 Penalty: 5349.812012
	Iteration 48Q: 3 clusters Score -8932063 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -8932054.000000 Penalty: 5349.812012
	Iteration 49Q: 3 clusters Score -8932054 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -8932056.000000 Penalty: 5349.812012
	Iteration 50Q: 3 clusters Score -8932056 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -8932075.000000 Penalty: 5349.812012
	Iteration 51Q: 3 clusters Score -8932075 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -8932080.000000 Penalty: 5349.812012
	Iteration 52Q: 3 clusters Score -8932080 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -8932088.000000 Penalty: 5349.812012
	Iteration 53Q: 3 clusters Score -8932088 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36001 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -8932117.000000 Penalty: 5349.812012
	Iteration 54Q: 3 clusters Score -8932117 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -8932124.000000 Penalty: 5349.812012
	Iteration 55Q: 3 clusters Score -8932124 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -8932144.000000 Penalty: 5349.812012
	Iteration 56Q: 3 clusters Score -8932144 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -8932141.000000 Penalty: 5349.812012
	Iteration 57Q: 3 clusters Score -8932141 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36183 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -8932139.000000 Penalty: 5349.812012
	Iteration 58Q: 3 clusters Score -8932139 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -8932159.000000 Penalty: 5349.812012
	Iteration 59Q: 3 clusters Score -8932159 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -8932160.000000 Penalty: 5349.812012
	Iteration 60F: 3 clusters Score -8932160 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -8932166.000000 Penalty: 5349.812012
	Iteration 61Q: 3 clusters Score -8932166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -8932161.000000 Penalty: 5349.812012
	Iteration 62Q: 3 clusters Score -8932161 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36354 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -8932152.000000 Penalty: 5349.812012
	Iteration 63Q: 3 clusters Score -8932152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -8932159.000000 Penalty: 5349.812012
	Iteration 64Q: 3 clusters Score -8932159 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36422 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -8932173.000000 Penalty: 5349.812012
	Iteration 65Q: 3 clusters Score -8932173 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -8932196.000000 Penalty: 5349.812012
	Iteration 66Q: 3 clusters Score -8932196 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -8932200.000000 Penalty: 5349.812012
	Iteration 67Q: 3 clusters Score -8932200 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36535 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -8932207.000000 Penalty: 5349.812012
	Iteration 68Q: 3 clusters Score -8932207 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -8932222.000000 Penalty: 5349.812012
	Iteration 69Q: 3 clusters Score -8932222 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -8932222.000000 Penalty: 5349.812012
	Iteration 70Q: 3 clusters Score -8932222 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -8932211.000000 Penalty: 5349.812012
	Iteration 71Q: 3 clusters Score -8932211 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -8932222.000000 Penalty: 5349.812012
	Iteration 72Q: 3 clusters Score -8932222 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -8932235.000000 Penalty: 5349.812012
	Iteration 73Q: 3 clusters Score -8932235 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -8932248.000000 Penalty: 5349.812012
	Iteration 74Q: 3 clusters Score -8932248 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -8932248.000000 Penalty: 5349.812012
	Iteration 75Q: 3 clusters Score -8932248 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -8932242.000000 Penalty: 5349.812012
	Iteration 76Q: 3 clusters Score -8932242 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -8932234.000000 Penalty: 5349.812012
	Iteration 77Q: 3 clusters Score -8932234 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -8932239.000000 Penalty: 5349.812012
	Iteration 78Q: 3 clusters Score -8932239 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -8932254.000000 Penalty: 5349.812012
	Iteration 79Q: 3 clusters Score -8932254 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -8932271.000000 Penalty: 5349.812012
	Iteration 80F: 3 clusters Score -8932271 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -8932271.000000 Penalty: 5349.812012
	Iteration 81Q: 3 clusters Score -8932271 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -8932281.000000 Penalty: 5349.812012
	Iteration 82Q: 3 clusters Score -8932281 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37336 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -8932286.000000 Penalty: 5349.812012
	Iteration 83Q: 3 clusters Score -8932286 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -8932301.000000 Penalty: 5349.812012
	Iteration 84Q: 3 clusters Score -8932301 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -8932285.000000 Penalty: 5349.812012
	Iteration 85Q: 3 clusters Score -8932285 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -8932294.000000 Penalty: 5349.812012
	Iteration 86Q: 3 clusters Score -8932294 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -8932300.000000 Penalty: 5349.812012
	Iteration 87Q: 3 clusters Score -8932300 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -8932317.000000 Penalty: 5349.812012
	Iteration 88Q: 3 clusters Score -8932317 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -8932316.000000 Penalty: 5349.812012
	Iteration 89Q: 3 clusters Score -8932316 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37820 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -8932304.000000 Penalty: 5349.812012
	Iteration 90Q: 3 clusters Score -8932304 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -8932304.000000 Penalty: 5349.812012
	Iteration 91Q: 3 clusters Score -8932304 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -8932309.000000 Penalty: 5349.812012
	Iteration 92Q: 3 clusters Score -8932309 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -8932318.000000 Penalty: 5349.812012
	Iteration 93Q: 3 clusters Score -8932318 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -8932335.000000 Penalty: 5349.812012
	Iteration 94Q: 3 clusters Score -8932335 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38090 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -8932361.000000 Penalty: 5349.812012
	Iteration 95Q: 3 clusters Score -8932361 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -8932355.000000 Penalty: 5349.812012
	Iteration 96Q: 3 clusters Score -8932355 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -8932338.000000 Penalty: 5349.812012
	Iteration 97Q: 3 clusters Score -8932338 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -8932354.000000 Penalty: 5349.812012
	Iteration 98Q: 3 clusters Score -8932354 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -8932349.000000 Penalty: 5349.812012
	Iteration 99Q: 3 clusters Score -8932349 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -8932351.000000 Penalty: 5349.812012
	Iteration 100F: 3 clusters Score -8932351 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -8932347.000000 Penalty: 5349.812012
	Iteration 101Q: 3 clusters Score -8932347 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38357 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -8932321.000000 Penalty: 5349.812012
	Iteration 102Q: 3 clusters Score -8932321 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38388 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -8932337.000000 Penalty: 5349.812012
	Iteration 103Q: 3 clusters Score -8932337 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -8932330.000000 Penalty: 5349.812012
	Iteration 104Q: 3 clusters Score -8932330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38437 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -8932320.000000 Penalty: 5349.812012
	Iteration 105Q: 3 clusters Score -8932320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38444 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -8932327.000000 Penalty: 5349.812012
	Iteration 106Q: 3 clusters Score -8932327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38454 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -8932314.000000 Penalty: 5349.812012
	Iteration 107Q: 3 clusters Score -8932314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -8932317.000000 Penalty: 5349.812012
	Iteration 108Q: 3 clusters Score -8932317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -8932323.000000 Penalty: 5349.812012
	Iteration 109Q: 3 clusters Score -8932323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -8932317.000000 Penalty: 5349.812012
	Iteration 110Q: 3 clusters Score -8932317 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -8932320.000000 Penalty: 5349.812012
	Iteration 111Q: 3 clusters Score -8932320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -8932318.000000 Penalty: 5349.812012
	Iteration 112Q: 3 clusters Score -8932318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -8932326.000000 Penalty: 5349.812012
	Iteration 113Q: 3 clusters Score -8932326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38538 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -8932323.000000 Penalty: 5349.812012
	Iteration 114Q: 3 clusters Score -8932323 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -8932324.000000 Penalty: 5349.812012
	Iteration 115Q: 3 clusters Score -8932324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -8932327.000000 Penalty: 5349.812012
	Iteration 116Q: 3 clusters Score -8932327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -8932331.000000 Penalty: 5349.812012
	Iteration 117Q: 3 clusters Score -8932331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -8932339.000000 Penalty: 5349.812012
	Iteration 118Q: 3 clusters Score -8932339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38613 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -8932338.000000 Penalty: 5349.812012
	Iteration 119Q: 3 clusters Score -8932338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -8932335.000000 Penalty: 5349.812012
	Iteration 120F: 3 clusters Score -8932335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -8932330.000000 Penalty: 5349.812012
	Iteration 121Q: 3 clusters Score -8932330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -8932330.000000 Penalty: 5349.812012
	Iteration 122Q: 3 clusters Score -8932330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -8932333.000000 Penalty: 5349.812012
	Iteration 123Q: 3 clusters Score -8932333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -8932332.000000 Penalty: 5349.812012
	Iteration 124Q: 3 clusters Score -8932332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -8932346.000000 Penalty: 5349.812012
	Iteration 125Q: 3 clusters Score -8932346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38680 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -8932346.000000 Penalty: 5349.812012
	Iteration 126Q: 3 clusters Score -8932346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -8932343.000000 Penalty: 5349.812012
	Iteration 127Q: 3 clusters Score -8932343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -8932347.000000 Penalty: 5349.812012
	Iteration 128Q: 3 clusters Score -8932347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -8932343.000000 Penalty: 5349.812012
	Iteration 129Q: 3 clusters Score -8932343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38699 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -8932341.000000 Penalty: 5349.812012
	Iteration 130Q: 3 clusters Score -8932341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38703 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -8932345.000000 Penalty: 5349.812012
	Iteration 131Q: 3 clusters Score -8932345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -8932353.000000 Penalty: 5349.812012
	Iteration 132Q: 3 clusters Score -8932353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38714 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -8932353.000000 Penalty: 5349.812012
	Iteration 133Q: 3 clusters Score -8932353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38719 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -8932357.000000 Penalty: 5349.812012
	Iteration 134Q: 3 clusters Score -8932357 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -8932353.000000 Penalty: 5349.812012
	Iteration 135Q: 3 clusters Score -8932353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -8932352.000000 Penalty: 5349.812012
	Iteration 136Q: 3 clusters Score -8932352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -8932359.000000 Penalty: 5349.812012
	Iteration 137Q: 3 clusters Score -8932359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -8932365.000000 Penalty: 5349.812012
	Iteration 138Q: 3 clusters Score -8932365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -8932361.000000 Penalty: 5349.812012
	Iteration 139Q: 3 clusters Score -8932361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -8932367.000000 Penalty: 5349.812012
	Iteration 140F: 3 clusters Score -8932367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38742 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -8932368.000000 Penalty: 5349.812012
	Iteration 141Q: 3 clusters Score -8932368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -8932371.000000 Penalty: 5349.812012
	Iteration 142Q: 3 clusters Score -8932371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38750 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -8932363.000000 Penalty: 5349.812012
	Iteration 143Q: 3 clusters Score -8932363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -8932362.000000 Penalty: 5349.812012
	Iteration 144Q: 3 clusters Score -8932362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38760 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -8932356.000000 Penalty: 5349.812012
	Iteration 145Q: 3 clusters Score -8932356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -8932362.000000 Penalty: 5349.812012
	Iteration 146Q: 3 clusters Score -8932362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -8932352.000000 Penalty: 5349.812012
	Iteration 147Q: 3 clusters Score -8932352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -8932354.000000 Penalty: 5349.812012
	Iteration 148Q: 3 clusters Score -8932354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -8932371.000000 Penalty: 5349.812012
	Iteration 149Q: 3 clusters Score -8932371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38788 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -8932365.000000 Penalty: 5349.812012
	Iteration 150Q: 3 clusters Score -8932365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -8932363.000000 Penalty: 5349.812012
	Iteration 151Q: 3 clusters Score -8932363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -8932364.000000 Penalty: 5349.812012
	Iteration 152Q: 3 clusters Score -8932364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -8932364.000000 Penalty: 5349.812012
	Iteration 153Q: 3 clusters Score -8932364 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -8932356.000000 Penalty: 5349.812012
	Iteration 154Q: 3 clusters Score -8932356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -8932360.000000 Penalty: 5349.812012
	Iteration 155Q: 3 clusters Score -8932360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -8932361.000000 Penalty: 5349.812012
	Iteration 156Q: 3 clusters Score -8932361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38846 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -8932365.000000 Penalty: 5349.812012
	Iteration 157Q: 3 clusters Score -8932365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -8932361.000000 Penalty: 5349.812012
	Iteration 158Q: 3 clusters Score -8932361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38863 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -8932364.000000 Penalty: 5349.812012
	Iteration 159Q: 3 clusters Score -8932364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38879 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -8932374.000000 Penalty: 5349.812012
	Iteration 160F: 3 clusters Score -8932374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -8932382.000000 Penalty: 5349.812012
	Iteration 161Q: 3 clusters Score -8932382 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -8932377.000000 Penalty: 5349.812012
	Iteration 162Q: 3 clusters Score -8932377 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -8932369.000000 Penalty: 5349.812012
	Iteration 163Q: 3 clusters Score -8932369 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38977 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -8932373.000000 Penalty: 5349.812012
	Iteration 164Q: 3 clusters Score -8932373 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39001 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -8932386.000000 Penalty: 5349.812012
	Iteration 165Q: 3 clusters Score -8932386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -8932397.000000 Penalty: 5349.812012
	Iteration 166Q: 3 clusters Score -8932397 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -8932382.000000 Penalty: 5349.812012
	Iteration 167Q: 3 clusters Score -8932382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39068 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -8932389.000000 Penalty: 5349.812012
	Iteration 168Q: 3 clusters Score -8932389 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -8932370.000000 Penalty: 5349.812012
	Iteration 169Q: 3 clusters Score -8932370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39100 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -8932361.000000 Penalty: 5349.812012
	Iteration 170Q: 3 clusters Score -8932361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -8932355.000000 Penalty: 5349.812012
	Iteration 171Q: 3 clusters Score -8932355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -8932349.000000 Penalty: 5349.812012
	Iteration 172Q: 3 clusters Score -8932349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -8932346.000000 Penalty: 5349.812012
	Iteration 173Q: 3 clusters Score -8932346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39126 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -8932346.000000 Penalty: 5349.812012
	Iteration 174Q: 3 clusters Score -8932346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -8932336.000000 Penalty: 5349.812012
	Iteration 175Q: 3 clusters Score -8932336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -8932347.000000 Penalty: 5349.812012
	Iteration 176Q: 3 clusters Score -8932347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -8932335.000000 Penalty: 5349.812012
	Iteration 177Q: 3 clusters Score -8932335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -8932332.000000 Penalty: 5349.812012
	Iteration 178Q: 3 clusters Score -8932332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -8932327.000000 Penalty: 5349.812012
	Iteration 179Q: 3 clusters Score -8932327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39149 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -8932335.000000 Penalty: 5349.812012
	Iteration 180F: 3 clusters Score -8932335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -8932337.000000 Penalty: 5349.812012
	Iteration 181Q: 3 clusters Score -8932337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -8932344.000000 Penalty: 5349.812012
	Iteration 182Q: 3 clusters Score -8932344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -8932335.000000 Penalty: 5349.812012
	Iteration 183Q: 3 clusters Score -8932335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -8932341.000000 Penalty: 5349.812012
	Iteration 184Q: 3 clusters Score -8932341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -8932335.000000 Penalty: 5349.812012
	Iteration 185Q: 3 clusters Score -8932335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -8932328.000000 Penalty: 5349.812012
	Iteration 186Q: 3 clusters Score -8932328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -8932328.000000 Penalty: 5349.812012
	Iteration 187Q: 3 clusters Score -8932328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -8932329.000000 Penalty: 5349.812012
	Iteration 188Q: 3 clusters Score -8932329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -8932332.000000 Penalty: 5349.812012
	Iteration 189Q: 3 clusters Score -8932332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -8932332.000000 Penalty: 5349.812012
	Iteration 190Q: 3 clusters Score -8932332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -8932340.000000 Penalty: 5349.812012
	Iteration 191Q: 3 clusters Score -8932340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39200 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -8932350.000000 Penalty: 5349.812012
	Iteration 192Q: 3 clusters Score -8932350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -8932344.000000 Penalty: 5349.812012
	Iteration 193Q: 3 clusters Score -8932344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -8932343.000000 Penalty: 5349.812012
	Iteration 194Q: 3 clusters Score -8932343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39200 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -8932340.000000 Penalty: 5349.812012
	Iteration 195Q: 3 clusters Score -8932340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -8932345.000000 Penalty: 5349.812012
	Iteration 196Q: 3 clusters Score -8932345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39200 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -8932341.000000 Penalty: 5349.812012
	Iteration 197Q: 3 clusters Score -8932341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -8932349.000000 Penalty: 5349.812012
	Iteration 198Q: 3 clusters Score -8932349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -8932343.000000 Penalty: 5349.812012
	Iteration 199Q: 3 clusters Score -8932343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39198 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -8932343.000000 Penalty: 5349.812012
	Iteration 200F: 3 clusters Score -8932343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Entering Unmasked Estep 
Score: -458324.812500 Penalty: 1962.825195
	Iteration 0F: 2 clusters Score -458324.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -455195.625000 Penalty: 3925.650391
	Iteration 0F: 3 clusters Score -455195.6 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -456115.687500 Penalty: 3925.650391
	Iteration 1F: 3 clusters Score -456115.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -456803.625000 Penalty: 3925.650391
	Iteration 2F: 3 clusters Score -456803.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -457282.750000 Penalty: 3925.650391
	Iteration 3F: 3 clusters Score -457282.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -457563.468750 Penalty: 3925.650391
	Iteration 4F: 3 clusters Score -457563.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -457738.562500 Penalty: 3925.650391
	Iteration 5F: 3 clusters Score -457738.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -457840.125000 Penalty: 3925.650391
	Iteration 6Q: 3 clusters Score -457840.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -457901.968750 Penalty: 3925.650391
	Iteration 7Q: 3 clusters Score -457902 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -457937.437500 Penalty: 3925.650391
	Iteration 8Q: 3 clusters Score -457937.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -457966.781250 Penalty: 3925.650391
	Iteration 9Q: 3 clusters Score -457966.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -457977.656250 Penalty: 3925.650391
	Iteration 10Q: 3 clusters Score -457977.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -457985.625000 Penalty: 3925.650391
	Iteration 11Q: 3 clusters Score -457985.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -457989.843750 Penalty: 3925.650391
	Iteration 12Q: 3 clusters Score -457989.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -457992.093750 Penalty: 3925.650391
	Iteration 13Q: 3 clusters Score -457992.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -457993.281250 Penalty: 3925.650391
	Iteration 14Q: 3 clusters Score -457993.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -457993.781250 Penalty: 3925.650391
	Iteration 15Q: 3 clusters Score -457993.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -457993.781250 Penalty: 3925.650391
	Iteration 16F: 3 clusters Score -457993.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (48602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48602 members 
Entering Unmasked Estep 
Score: -8972733.000000 Penalty: 2676.272217
	Iteration 0F: 2 clusters Score -8972733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -8942988.000000 Penalty: 5352.544434
	Iteration 0F: 3 clusters Score -8942988 nChanged 22488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -8955296.000000 Penalty: 5352.544434
	Iteration 1F: 3 clusters Score -8955296 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -8955824.000000 Penalty: 5352.544434
	Iteration 2Q: 3 clusters Score -8955824 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22657 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -8956390.000000 Penalty: 5352.544434
	Iteration 3Q: 3 clusters Score -8956390 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -8956870.000000 Penalty: 5352.544434
	Iteration 4Q: 3 clusters Score -8956870 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -8957494.000000 Penalty: 5352.544434
	Iteration 5Q: 3 clusters Score -8957494 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -8958256.000000 Penalty: 5352.544434
	Iteration 6Q: 3 clusters Score -8958256 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
Score: -8959323.000000 Penalty: 5352.544434
	Iteration 7Q: 3 clusters Score -8959323 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -8960922.000000 Penalty: 5352.544434
	Iteration 8F: 3 clusters Score -8960922 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -8963010.000000 Penalty: 5352.544434
	Iteration 9F: 3 clusters Score -8963010 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -8965273.000000 Penalty: 5352.544434
	Iteration 10F: 3 clusters Score -8965273 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -8967335.000000 Penalty: 5352.544434
	Iteration 11F: 3 clusters Score -8967335 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
Score: -8968682.000000 Penalty: 5352.544434
	Iteration 12Q: 3 clusters Score -8968682 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 45050 members 
Entering Unmasked Estep 
Score: -8969395.000000 Penalty: 5352.544434
	Iteration 13Q: 3 clusters Score -8969395 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 45948 members 
Entering Unmasked Estep 
Score: -8969788.000000 Penalty: 5352.544434
	Iteration 14Q: 3 clusters Score -8969788 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 46525 members 
Entering Unmasked Estep 
Score: -8970054.000000 Penalty: 5352.544434
	Iteration 15Q: 3 clusters Score -8970054 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 46909 members 
Entering Unmasked Estep 
Score: -8970197.000000 Penalty: 5352.544434
	Iteration 16Q: 3 clusters Score -8970197 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 47178 members 
Entering Unmasked Estep 
Score: -8970275.000000 Penalty: 5352.544434
	Iteration 17Q: 3 clusters Score -8970275 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 47370 members 
Entering Unmasked Estep 
Score: -8970343.000000 Penalty: 5352.544434
	Iteration 18Q: 3 clusters Score -8970343 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 47490 members 
Entering Unmasked Estep 
Score: -8970391.000000 Penalty: 5352.544434
	Iteration 19Q: 3 clusters Score -8970391 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 47579 members 
Entering Unmasked Estep 
Score: -8970434.000000 Penalty: 5352.544434
	Iteration 20F: 3 clusters Score -8970434 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 47657 members 
Entering Unmasked Estep 
Score: -8970471.000000 Penalty: 5352.544434
	Iteration 21Q: 3 clusters Score -8970471 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 47720 members 
Entering Unmasked Estep 
Score: -8970509.000000 Penalty: 5352.544434
	Iteration 22Q: 3 clusters Score -8970509 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 47769 members 
Entering Unmasked Estep 
Score: -8970535.000000 Penalty: 5352.544434
	Iteration 23Q: 3 clusters Score -8970535 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 47807 members 
Entering Unmasked Estep 
Score: -8970554.000000 Penalty: 5352.544434
	Iteration 24Q: 3 clusters Score -8970554 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 47830 members 
Entering Unmasked Estep 
Score: -8970560.000000 Penalty: 5352.544434
	Iteration 25Q: 3 clusters Score -8970560 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 47848 members 
Entering Unmasked Estep 
Score: -8970561.000000 Penalty: 5352.544434
	Iteration 26Q: 3 clusters Score -8970561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 47863 members 
Entering Unmasked Estep 
Score: -8970567.000000 Penalty: 5352.544434
	Iteration 27Q: 3 clusters Score -8970567 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 47880 members 
Entering Unmasked Estep 
Score: -8970569.000000 Penalty: 5352.544434
	Iteration 28Q: 3 clusters Score -8970569 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 47900 members 
Entering Unmasked Estep 
Score: -8970576.000000 Penalty: 5352.544434
	Iteration 29Q: 3 clusters Score -8970576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 47914 members 
Entering Unmasked Estep 
Score: -8970586.000000 Penalty: 5352.544434
	Iteration 30Q: 3 clusters Score -8970586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 47928 members 
Entering Unmasked Estep 
Score: -8970590.000000 Penalty: 5352.544434
	Iteration 31Q: 3 clusters Score -8970590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 47941 members 
Entering Unmasked Estep 
Score: -8970575.000000 Penalty: 5352.544434
	Iteration 32Q: 3 clusters Score -8970575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 47951 members 
Entering Unmasked Estep 
Score: -8970586.000000 Penalty: 5352.544434
	Iteration 33Q: 3 clusters Score -8970586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -8970589.000000 Penalty: 5352.544434
	Iteration 34Q: 3 clusters Score -8970589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 47970 members 
Entering Unmasked Estep 
Score: -8970594.000000 Penalty: 5352.544434
	Iteration 35Q: 3 clusters Score -8970594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 47977 members 
Entering Unmasked Estep 
Score: -8970592.000000 Penalty: 5352.544434
	Iteration 36Q: 3 clusters Score -8970592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 47982 members 
Entering Unmasked Estep 
Score: -8970592.000000 Penalty: 5352.544434
	Iteration 37Q: 3 clusters Score -8970592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 47979 members 
Entering Unmasked Estep 
Score: -8970591.000000 Penalty: 5352.544434
	Iteration 38Q: 3 clusters Score -8970591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 47979 members 
Entering Unmasked Estep 
Score: -8970598.000000 Penalty: 5352.544434
	Iteration 39Q: 3 clusters Score -8970598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 47980 members 
Entering Unmasked Estep 
Score: -8970596.000000 Penalty: 5352.544434
	Iteration 40F: 3 clusters Score -8970596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 47983 members 
Entering Unmasked Estep 
Score: -8970598.000000 Penalty: 5352.544434
	Iteration 41Q: 3 clusters Score -8970598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 47988 members 
Entering Unmasked Estep 
Score: -8970602.000000 Penalty: 5352.544434
	Iteration 42Q: 3 clusters Score -8970602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 47991 members 
Entering Unmasked Estep 
Score: -8970598.000000 Penalty: 5352.544434
	Iteration 43Q: 3 clusters Score -8970598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 47996 members 
Entering Unmasked Estep 
Score: -8970603.000000 Penalty: 5352.544434
	Iteration 44Q: 3 clusters Score -8970603 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 48000 members 
Entering Unmasked Estep 
Score: -8970609.000000 Penalty: 5352.544434
	Iteration 45Q: 3 clusters Score -8970609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 48005 members 
Entering Unmasked Estep 
Score: -8970612.000000 Penalty: 5352.544434
	Iteration 46Q: 3 clusters Score -8970612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 48013 members 
Entering Unmasked Estep 
Score: -8970626.000000 Penalty: 5352.544434
	Iteration 47Q: 3 clusters Score -8970626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 48019 members 
Entering Unmasked Estep 
Score: -8970636.000000 Penalty: 5352.544434
	Iteration 48Q: 3 clusters Score -8970636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 48025 members 
Entering Unmasked Estep 
Score: -8970645.000000 Penalty: 5352.544434
	Iteration 49Q: 3 clusters Score -8970645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 48032 members 
Entering Unmasked Estep 
Score: -8970652.000000 Penalty: 5352.544434
	Iteration 50Q: 3 clusters Score -8970652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 48032 members 
Entering Unmasked Estep 
Score: -8970651.000000 Penalty: 5352.544434
	Iteration 51Q: 3 clusters Score -8970651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 48032 members 
Entering Unmasked Estep 
Score: -8970650.000000 Penalty: 5352.544434
	Iteration 52Q: 3 clusters Score -8970650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 48033 members 
Entering Unmasked Estep 
Score: -8970655.000000 Penalty: 5352.544434
	Iteration 53Q: 3 clusters Score -8970655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 48032 members 
Entering Unmasked Estep 
Score: -8970660.000000 Penalty: 5352.544434
	Iteration 54Q: 3 clusters Score -8970660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 48033 members 
Entering Unmasked Estep 
Score: -8970664.000000 Penalty: 5352.544434
	Iteration 55Q: 3 clusters Score -8970664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 48034 members 
Entering Unmasked Estep 
Score: -8970664.000000 Penalty: 5352.544434
	Iteration 56Q: 3 clusters Score -8970664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 48034 members 
Entering Unmasked Estep 
Score: -8970664.000000 Penalty: 5352.544434
	Iteration 57F: 3 clusters Score -8970664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (41996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Entering Unmasked Estep 
Score: -7682944.500000 Penalty: 2640.041748
	Iteration 0F: 2 clusters Score -7682944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -7654545.500000 Penalty: 5280.083496
	Iteration 0F: 3 clusters Score -7654546 nChanged 19418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -7665469.000000 Penalty: 5280.083496
	Iteration 1F: 3 clusters Score -7665469 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -7666025.000000 Penalty: 5280.083496
	Iteration 2Q: 3 clusters Score -7666025 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -7666743.000000 Penalty: 5280.083496
	Iteration 3Q: 3 clusters Score -7666743 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -7667675.500000 Penalty: 5280.083496
	Iteration 4Q: 3 clusters Score -7667676 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -7668838.500000 Penalty: 5280.083496
	Iteration 5F: 3 clusters Score -7668838 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -7670361.000000 Penalty: 5280.083496
	Iteration 6F: 3 clusters Score -7670361 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -7672193.500000 Penalty: 5280.083496
	Iteration 7F: 3 clusters Score -7672194 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -7674581.000000 Penalty: 5280.083496
	Iteration 8F: 3 clusters Score -7674581 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -7677011.500000 Penalty: 5280.083496
	Iteration 9F: 3 clusters Score -7677012 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -7678465.500000 Penalty: 5280.083496
	Iteration 10Q: 3 clusters Score -7678466 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -7679036.500000 Penalty: 5280.083496
	Iteration 11Q: 3 clusters Score -7679036 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -7679269.500000 Penalty: 5280.083496
	Iteration 12Q: 3 clusters Score -7679270 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -7679386.000000 Penalty: 5280.083496
	Iteration 13Q: 3 clusters Score -7679386 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -7679504.000000 Penalty: 5280.083496
	Iteration 14Q: 3 clusters Score -7679504 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -7679611.000000 Penalty: 5280.083496
	Iteration 15Q: 3 clusters Score -7679611 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -7679717.500000 Penalty: 5280.083496
	Iteration 16Q: 3 clusters Score -7679718 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -7679862.000000 Penalty: 5280.083496
	Iteration 17Q: 3 clusters Score -7679862 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -7679953.000000 Penalty: 5280.083496
	Iteration 18Q: 3 clusters Score -7679953 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -7680029.500000 Penalty: 5280.083496
	Iteration 19Q: 3 clusters Score -7680030 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -7680076.000000 Penalty: 5280.083496
	Iteration 20F: 3 clusters Score -7680076 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -7680193.500000 Penalty: 5280.083496
	Iteration 21Q: 3 clusters Score -7680194 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -7680271.000000 Penalty: 5280.083496
	Iteration 22Q: 3 clusters Score -7680271 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -7680316.000000 Penalty: 5280.083496
	Iteration 23Q: 3 clusters Score -7680316 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -7680356.000000 Penalty: 5280.083496
	Iteration 24Q: 3 clusters Score -7680356 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -7680404.000000 Penalty: 5280.083496
	Iteration 25Q: 3 clusters Score -7680404 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -7680444.000000 Penalty: 5280.083496
	Iteration 26Q: 3 clusters Score -7680444 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 35266 members 
Entering Unmasked Estep 
Score: -7680496.500000 Penalty: 5280.083496
	Iteration 27Q: 3 clusters Score -7680496 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 35478 members 
Entering Unmasked Estep 
Score: -7680569.000000 Penalty: 5280.083496
	Iteration 28Q: 3 clusters Score -7680569 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -7680608.000000 Penalty: 5280.083496
	Iteration 29Q: 3 clusters Score -7680608 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -7680634.500000 Penalty: 5280.083496
	Iteration 30Q: 3 clusters Score -7680634 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -7680659.000000 Penalty: 5280.083496
	Iteration 31Q: 3 clusters Score -7680659 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -7680685.000000 Penalty: 5280.083496
	Iteration 32Q: 3 clusters Score -7680685 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 36298 members 
Entering Unmasked Estep 
Score: -7680739.000000 Penalty: 5280.083496
	Iteration 33Q: 3 clusters Score -7680739 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -7680772.500000 Penalty: 5280.083496
	Iteration 34Q: 3 clusters Score -7680772 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 36627 members 
Entering Unmasked Estep 
Score: -7680816.500000 Penalty: 5280.083496
	Iteration 35Q: 3 clusters Score -7680816 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 36782 members 
Entering Unmasked Estep 
Score: -7680820.000000 Penalty: 5280.083496
	Iteration 36Q: 3 clusters Score -7680820 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -7680841.000000 Penalty: 5280.083496
	Iteration 37Q: 3 clusters Score -7680841 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -7680853.500000 Penalty: 5280.083496
	Iteration 38Q: 3 clusters Score -7680854 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -7680885.000000 Penalty: 5280.083496
	Iteration 39Q: 3 clusters Score -7680885 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -7680912.000000 Penalty: 5280.083496
	Iteration 40F: 3 clusters Score -7680912 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 37334 members 
Entering Unmasked Estep 
Score: -7680921.000000 Penalty: 5280.083496
	Iteration 41Q: 3 clusters Score -7680921 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 37436 members 
Entering Unmasked Estep 
Score: -7680931.000000 Penalty: 5280.083496
	Iteration 42Q: 3 clusters Score -7680931 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 37525 members 
Entering Unmasked Estep 
Score: -7680952.000000 Penalty: 5280.083496
	Iteration 43Q: 3 clusters Score -7680952 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -7680966.500000 Penalty: 5280.083496
	Iteration 44Q: 3 clusters Score -7680966 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -7680978.000000 Penalty: 5280.083496
	Iteration 45Q: 3 clusters Score -7680978 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -7681014.000000 Penalty: 5280.083496
	Iteration 46Q: 3 clusters Score -7681014 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 37821 members 
Entering Unmasked Estep 
Score: -7681006.500000 Penalty: 5280.083496
	Iteration 47Q: 3 clusters Score -7681006 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -7681013.500000 Penalty: 5280.083496
	Iteration 48Q: 3 clusters Score -7681014 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 37970 members 
Entering Unmasked Estep 
Score: -7681014.500000 Penalty: 5280.083496
	Iteration 49Q: 3 clusters Score -7681014 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -7681044.500000 Penalty: 5280.083496
	Iteration 50Q: 3 clusters Score -7681044 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -7681043.000000 Penalty: 5280.083496
	Iteration 51Q: 3 clusters Score -7681043 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -7681055.000000 Penalty: 5280.083496
	Iteration 52Q: 3 clusters Score -7681055 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 38224 members 
Entering Unmasked Estep 
Score: -7681065.500000 Penalty: 5280.083496
	Iteration 53Q: 3 clusters Score -7681066 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 38297 members 
Entering Unmasked Estep 
Score: -7681075.000000 Penalty: 5280.083496
	Iteration 54Q: 3 clusters Score -7681075 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 38353 members 
Entering Unmasked Estep 
Score: -7681075.500000 Penalty: 5280.083496
	Iteration 55Q: 3 clusters Score -7681076 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
Score: -7681060.500000 Penalty: 5280.083496
	Iteration 56Q: 3 clusters Score -7681060 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -7681076.000000 Penalty: 5280.083496
	Iteration 57Q: 3 clusters Score -7681076 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -7681063.000000 Penalty: 5280.083496
	Iteration 58Q: 3 clusters Score -7681063 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -7681096.000000 Penalty: 5280.083496
	Iteration 59Q: 3 clusters Score -7681096 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -7681120.500000 Penalty: 5280.083496
	Iteration 60F: 3 clusters Score -7681120 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -7681124.000000 Penalty: 5280.083496
	Iteration 61Q: 3 clusters Score -7681124 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -7681134.500000 Penalty: 5280.083496
	Iteration 62Q: 3 clusters Score -7681134 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -7681138.500000 Penalty: 5280.083496
	Iteration 63Q: 3 clusters Score -7681138 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -7681130.500000 Penalty: 5280.083496
	Iteration 64Q: 3 clusters Score -7681130 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 38901 members 
Entering Unmasked Estep 
Score: -7681145.500000 Penalty: 5280.083496
	Iteration 65Q: 3 clusters Score -7681146 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -7681169.500000 Penalty: 5280.083496
	Iteration 66Q: 3 clusters Score -7681170 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 38979 members 
Entering Unmasked Estep 
Score: -7681166.500000 Penalty: 5280.083496
	Iteration 67Q: 3 clusters Score -7681166 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 39011 members 
Entering Unmasked Estep 
Score: -7681162.000000 Penalty: 5280.083496
	Iteration 68Q: 3 clusters Score -7681162 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -7681176.500000 Penalty: 5280.083496
	Iteration 69Q: 3 clusters Score -7681176 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 39080 members 
Entering Unmasked Estep 
Score: -7681168.000000 Penalty: 5280.083496
	Iteration 70Q: 3 clusters Score -7681168 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 39116 members 
Entering Unmasked Estep 
Score: -7681173.000000 Penalty: 5280.083496
	Iteration 71Q: 3 clusters Score -7681173 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 39140 members 
Entering Unmasked Estep 
Score: -7681180.500000 Penalty: 5280.083496
	Iteration 72Q: 3 clusters Score -7681180 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 39155 members 
Entering Unmasked Estep 
Score: -7681186.000000 Penalty: 5280.083496
	Iteration 73Q: 3 clusters Score -7681186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 39170 members 
Entering Unmasked Estep 
Score: -7681193.500000 Penalty: 5280.083496
	Iteration 74Q: 3 clusters Score -7681194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 39184 members 
Entering Unmasked Estep 
Score: -7681199.000000 Penalty: 5280.083496
	Iteration 75Q: 3 clusters Score -7681199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -7681196.500000 Penalty: 5280.083496
	Iteration 76Q: 3 clusters Score -7681196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -7681200.000000 Penalty: 5280.083496
	Iteration 77Q: 3 clusters Score -7681200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 39232 members 
Entering Unmasked Estep 
Score: -7681209.000000 Penalty: 5280.083496
	Iteration 78Q: 3 clusters Score -7681209 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -7681203.500000 Penalty: 5280.083496
	Iteration 79Q: 3 clusters Score -7681204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -7681202.500000 Penalty: 5280.083496
	Iteration 80F: 3 clusters Score -7681202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -7681206.000000 Penalty: 5280.083496
	Iteration 81Q: 3 clusters Score -7681206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -7681213.000000 Penalty: 5280.083496
	Iteration 82Q: 3 clusters Score -7681213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 39304 members 
Entering Unmasked Estep 
Score: -7681207.000000 Penalty: 5280.083496
	Iteration 83Q: 3 clusters Score -7681207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -7681211.500000 Penalty: 5280.083496
	Iteration 84Q: 3 clusters Score -7681212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -7681227.500000 Penalty: 5280.083496
	Iteration 85Q: 3 clusters Score -7681228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -7681222.500000 Penalty: 5280.083496
	Iteration 86Q: 3 clusters Score -7681222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -7681229.000000 Penalty: 5280.083496
	Iteration 87Q: 3 clusters Score -7681229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -7681223.500000 Penalty: 5280.083496
	Iteration 88Q: 3 clusters Score -7681224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -7681211.500000 Penalty: 5280.083496
	Iteration 89Q: 3 clusters Score -7681212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 39387 members 
Entering Unmasked Estep 
Score: -7681227.500000 Penalty: 5280.083496
	Iteration 90Q: 3 clusters Score -7681228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -7681225.500000 Penalty: 5280.083496
	Iteration 91Q: 3 clusters Score -7681226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 39410 members 
Entering Unmasked Estep 
Score: -7681230.000000 Penalty: 5280.083496
	Iteration 92Q: 3 clusters Score -7681230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 39424 members 
Entering Unmasked Estep 
Score: -7681234.000000 Penalty: 5280.083496
	Iteration 93Q: 3 clusters Score -7681234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 39436 members 
Entering Unmasked Estep 
Score: -7681238.500000 Penalty: 5280.083496
	Iteration 94Q: 3 clusters Score -7681238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 39453 members 
Entering Unmasked Estep 
Score: -7681236.000000 Penalty: 5280.083496
	Iteration 95Q: 3 clusters Score -7681236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 39462 members 
Entering Unmasked Estep 
Score: -7681238.500000 Penalty: 5280.083496
	Iteration 96Q: 3 clusters Score -7681238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -7681230.000000 Penalty: 5280.083496
	Iteration 97Q: 3 clusters Score -7681230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 39476 members 
Entering Unmasked Estep 
Score: -7681233.500000 Penalty: 5280.083496
	Iteration 98Q: 3 clusters Score -7681234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -7681236.500000 Penalty: 5280.083496
	Iteration 99Q: 3 clusters Score -7681236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -7681238.500000 Penalty: 5280.083496
	Iteration 100F: 3 clusters Score -7681238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -7681241.000000 Penalty: 5280.083496
	Iteration 101Q: 3 clusters Score -7681241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -7681240.000000 Penalty: 5280.083496
	Iteration 102Q: 3 clusters Score -7681240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -7681242.000000 Penalty: 5280.083496
	Iteration 103Q: 3 clusters Score -7681242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 39492 members 
Entering Unmasked Estep 
Score: -7681238.000000 Penalty: 5280.083496
	Iteration 104Q: 3 clusters Score -7681238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -7681246.500000 Penalty: 5280.083496
	Iteration 105Q: 3 clusters Score -7681246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -7681246.000000 Penalty: 5280.083496
	Iteration 106Q: 3 clusters Score -7681246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
Score: -7681244.000000 Penalty: 5280.083496
	Iteration 107Q: 3 clusters Score -7681244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 39503 members 
Entering Unmasked Estep 
Score: -7681249.500000 Penalty: 5280.083496
	Iteration 108Q: 3 clusters Score -7681250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 39504 members 
Entering Unmasked Estep 
Score: -7681245.500000 Penalty: 5280.083496
	Iteration 109Q: 3 clusters Score -7681246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
Score: -7681244.500000 Penalty: 5280.083496
	Iteration 110Q: 3 clusters Score -7681244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
Score: -7681244.500000 Penalty: 5280.083496
	Iteration 111F: 3 clusters Score -7681244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -88868.484375 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -88868.48 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 408 members 
Entering Unmasked Estep 
Score: -87233.617188 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -87233.62 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -87610.835938 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -87610.84 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -87864.546875 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -87864.55 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -88087.812500 Penalty: 3292.729736
	Iteration 3F: 3 clusters Score -88087.81 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -88267.765625 Penalty: 3292.729736
	Iteration 4F: 3 clusters Score -88267.77 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -88373.835938 Penalty: 3292.729736
	Iteration 5Q: 3 clusters Score -88373.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -88438.710938 Penalty: 3292.729736
	Iteration 6Q: 3 clusters Score -88438.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -88459.148438 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -88459.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -88483.914062 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -88483.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -88496.296875 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -88496.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -88501.906250 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -88501.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -88504.312500 Penalty: 3292.729736
	Iteration 11Q: 3 clusters Score -88504.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -88505.554688 Penalty: 3292.729736
	Iteration 12Q: 3 clusters Score -88505.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -88505.554688 Penalty: 3292.729736
	Iteration 13F: 3 clusters Score -88505.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (46018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46018 members 
Entering Unmasked Estep 
Score: -8449426.000000 Penalty: 2662.723389
	Iteration 0F: 2 clusters Score -8449426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -8421247.000000 Penalty: 5325.446777
	Iteration 0F: 3 clusters Score -8421247 nChanged 21191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -8432926.000000 Penalty: 5325.446777
	Iteration 1F: 3 clusters Score -8432926 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -8433523.000000 Penalty: 5325.446777
	Iteration 2Q: 3 clusters Score -8433523 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -8434163.000000 Penalty: 5325.446777
	Iteration 3Q: 3 clusters Score -8434163 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -8435018.000000 Penalty: 5325.446777
	Iteration 4Q: 3 clusters Score -8435018 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -8436287.000000 Penalty: 5325.446777
	Iteration 5Q: 3 clusters Score -8436287 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -8437798.000000 Penalty: 5325.446777
	Iteration 6F: 3 clusters Score -8437798 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32954 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -8439552.000000 Penalty: 5325.446777
	Iteration 7F: 3 clusters Score -8439552 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -8441557.000000 Penalty: 5325.446777
	Iteration 8F: 3 clusters Score -8441557 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38016 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -8443634.000000 Penalty: 5325.446777
	Iteration 9F: 3 clusters Score -8443634 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -8445253.000000 Penalty: 5325.446777
	Iteration 10F: 3 clusters Score -8445253 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -8446358.000000 Penalty: 5325.446777
	Iteration 11Q: 3 clusters Score -8446358 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -8446879.000000 Penalty: 5325.446777
	Iteration 12Q: 3 clusters Score -8446879 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44147 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -8447060.000000 Penalty: 5325.446777
	Iteration 13Q: 3 clusters Score -8447060 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44625 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -8447153.000000 Penalty: 5325.446777
	Iteration 14Q: 3 clusters Score -8447153 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44893 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -8447202.000000 Penalty: 5325.446777
	Iteration 15Q: 3 clusters Score -8447202 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -8447250.000000 Penalty: 5325.446777
	Iteration 16Q: 3 clusters Score -8447250 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45177 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -8447289.000000 Penalty: 5325.446777
	Iteration 17Q: 3 clusters Score -8447289 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8447319.000000 Penalty: 5325.446777
	Iteration 18Q: 3 clusters Score -8447319 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45319 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -8447335.000000 Penalty: 5325.446777
	Iteration 19Q: 3 clusters Score -8447335 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -8447343.000000 Penalty: 5325.446777
	Iteration 20F: 3 clusters Score -8447343 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45385 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -8447348.000000 Penalty: 5325.446777
	Iteration 21Q: 3 clusters Score -8447348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45400 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8447359.000000 Penalty: 5325.446777
	Iteration 22Q: 3 clusters Score -8447359 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45414 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8447367.000000 Penalty: 5325.446777
	Iteration 23Q: 3 clusters Score -8447367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45419 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -8447378.000000 Penalty: 5325.446777
	Iteration 24Q: 3 clusters Score -8447378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45427 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8447395.000000 Penalty: 5325.446777
	Iteration 25Q: 3 clusters Score -8447395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45431 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8447399.000000 Penalty: 5325.446777
	Iteration 26Q: 3 clusters Score -8447399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45439 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -8447395.000000 Penalty: 5325.446777
	Iteration 27Q: 3 clusters Score -8447395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45441 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8447396.000000 Penalty: 5325.446777
	Iteration 28Q: 3 clusters Score -8447396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8447399.000000 Penalty: 5325.446777
	Iteration 29Q: 3 clusters Score -8447399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8447403.000000 Penalty: 5325.446777
	Iteration 30Q: 3 clusters Score -8447403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45451 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8447409.000000 Penalty: 5325.446777
	Iteration 31Q: 3 clusters Score -8447409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45455 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8447402.000000 Penalty: 5325.446777
	Iteration 32Q: 3 clusters Score -8447402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45460 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -8447400.000000 Penalty: 5325.446777
	Iteration 33Q: 3 clusters Score -8447400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45460 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -8447404.000000 Penalty: 5325.446777
	Iteration 34Q: 3 clusters Score -8447404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -8447407.000000 Penalty: 5325.446777
	Iteration 35Q: 3 clusters Score -8447407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45465 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8447402.000000 Penalty: 5325.446777
	Iteration 36Q: 3 clusters Score -8447402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45465 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8447402.000000 Penalty: 5325.446777
	Iteration 37F: 3 clusters Score -8447402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Entering Unmasked Estep 
Score: -5161287.500000 Penalty: 2548.571777
	Iteration 0F: 2 clusters Score -5161288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -5141423.500000 Penalty: 5097.143555
	Iteration 0F: 3 clusters Score -5141424 nChanged 13052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -5148226.500000 Penalty: 5097.143555
	Iteration 1F: 3 clusters Score -5148226 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -5148679.500000 Penalty: 5097.143555
	Iteration 2Q: 3 clusters Score -5148680 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -5149105.000000 Penalty: 5097.143555
	Iteration 3Q: 3 clusters Score -5149105 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -5149559.000000 Penalty: 5097.143555
	Iteration 4Q: 3 clusters Score -5149559 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -5150129.500000 Penalty: 5097.143555
	Iteration 5Q: 3 clusters Score -5150130 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -5150892.000000 Penalty: 5097.143555
	Iteration 6F: 3 clusters Score -5150892 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -5152032.500000 Penalty: 5097.143555
	Iteration 7F: 3 clusters Score -5152032 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -5153564.500000 Penalty: 5097.143555
	Iteration 8F: 3 clusters Score -5153564 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -5155284.500000 Penalty: 5097.143555
	Iteration 9F: 3 clusters Score -5155284 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 25739 members 
Entering Unmasked Estep 
Score: -5156895.000000 Penalty: 5097.143555
	Iteration 10F: 3 clusters Score -5156895 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -5158048.500000 Penalty: 5097.143555
	Iteration 11Q: 3 clusters Score -5158048 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -5158695.000000 Penalty: 5097.143555
	Iteration 12Q: 3 clusters Score -5158695 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -5159121.500000 Penalty: 5097.143555
	Iteration 13Q: 3 clusters Score -5159122 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -5159401.500000 Penalty: 5097.143555
	Iteration 14Q: 3 clusters Score -5159402 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -5159512.000000 Penalty: 5097.143555
	Iteration 15Q: 3 clusters Score -5159512 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -5159562.000000 Penalty: 5097.143555
	Iteration 16Q: 3 clusters Score -5159562 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 28068 members 
Entering Unmasked Estep 
Score: -5159582.500000 Penalty: 5097.143555
	Iteration 17Q: 3 clusters Score -5159582 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -5159600.000000 Penalty: 5097.143555
	Iteration 18Q: 3 clusters Score -5159600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -5159607.500000 Penalty: 5097.143555
	Iteration 19Q: 3 clusters Score -5159608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -5159626.000000 Penalty: 5097.143555
	Iteration 20F: 3 clusters Score -5159626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -5159616.500000 Penalty: 5097.143555
	Iteration 21Q: 3 clusters Score -5159616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -5159619.000000 Penalty: 5097.143555
	Iteration 22Q: 3 clusters Score -5159619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -5159622.500000 Penalty: 5097.143555
	Iteration 23Q: 3 clusters Score -5159622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 28069 members 
Entering Unmasked Estep 
Score: -5159620.500000 Penalty: 5097.143555
	Iteration 24Q: 3 clusters Score -5159620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -5159623.000000 Penalty: 5097.143555
	Iteration 25Q: 3 clusters Score -5159623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -5159619.000000 Penalty: 5097.143555
	Iteration 26Q: 3 clusters Score -5159619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -5159615.500000 Penalty: 5097.143555
	Iteration 27Q: 3 clusters Score -5159616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -5159621.500000 Penalty: 5097.143555
	Iteration 28Q: 3 clusters Score -5159622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -5159623.000000 Penalty: 5097.143555
	Iteration 29Q: 3 clusters Score -5159623 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -5159623.000000 Penalty: 5097.143555
	Iteration 30F: 3 clusters Score -5159623 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (46419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46419 members 
Entering Unmasked Estep 
Score: -8460692.000000 Penalty: 2664.875244
	Iteration 0F: 2 clusters Score -8460692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -8430719.000000 Penalty: 5329.750488
	Iteration 0F: 3 clusters Score -8430719 nChanged 21335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -8443447.000000 Penalty: 5329.750488
	Iteration 1F: 3 clusters Score -8443447 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -8445036.000000 Penalty: 5329.750488
	Iteration 2F: 3 clusters Score -8445036 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -8446850.000000 Penalty: 5329.750488
	Iteration 3F: 3 clusters Score -8446850 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -8448896.000000 Penalty: 5329.750488
	Iteration 4F: 3 clusters Score -8448896 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26128 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -8450969.000000 Penalty: 5329.750488
	Iteration 5F: 3 clusters Score -8450969 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -8452927.000000 Penalty: 5329.750488
	Iteration 6F: 3 clusters Score -8452927 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -8454556.000000 Penalty: 5329.750488
	Iteration 7F: 3 clusters Score -8454556 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -8455723.000000 Penalty: 5329.750488
	Iteration 8Q: 3 clusters Score -8455723 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -8456450.000000 Penalty: 5329.750488
	Iteration 9Q: 3 clusters Score -8456450 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -8457059.000000 Penalty: 5329.750488
	Iteration 10Q: 3 clusters Score -8457059 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -8457444.000000 Penalty: 5329.750488
	Iteration 11Q: 3 clusters Score -8457444 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -8457835.000000 Penalty: 5329.750488
	Iteration 12Q: 3 clusters Score -8457835 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -8458182.000000 Penalty: 5329.750488
	Iteration 13Q: 3 clusters Score -8458182 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -8458525.000000 Penalty: 5329.750488
	Iteration 14Q: 3 clusters Score -8458525 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36517 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -8458803.000000 Penalty: 5329.750488
	Iteration 15Q: 3 clusters Score -8458803 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -8459040.000000 Penalty: 5329.750488
	Iteration 16Q: 3 clusters Score -8459040 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -8459235.000000 Penalty: 5329.750488
	Iteration 17Q: 3 clusters Score -8459235 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38343 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -8459412.000000 Penalty: 5329.750488
	Iteration 18Q: 3 clusters Score -8459412 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38855 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -8459548.000000 Penalty: 5329.750488
	Iteration 19Q: 3 clusters Score -8459548 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39340 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -8459666.000000 Penalty: 5329.750488
	Iteration 20F: 3 clusters Score -8459666 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -8459775.000000 Penalty: 5329.750488
	Iteration 21Q: 3 clusters Score -8459775 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -8459859.000000 Penalty: 5329.750488
	Iteration 22Q: 3 clusters Score -8459859 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -8459943.000000 Penalty: 5329.750488
	Iteration 23Q: 3 clusters Score -8459943 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -8459999.000000 Penalty: 5329.750488
	Iteration 24Q: 3 clusters Score -8459999 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -8460031.000000 Penalty: 5329.750488
	Iteration 25Q: 3 clusters Score -8460031 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -8460067.000000 Penalty: 5329.750488
	Iteration 26Q: 3 clusters Score -8460067 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -8460115.000000 Penalty: 5329.750488
	Iteration 27Q: 3 clusters Score -8460115 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -8460124.000000 Penalty: 5329.750488
	Iteration 28Q: 3 clusters Score -8460124 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42246 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -8460146.000000 Penalty: 5329.750488
	Iteration 29Q: 3 clusters Score -8460146 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42428 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -8460174.000000 Penalty: 5329.750488
	Iteration 30Q: 3 clusters Score -8460174 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -8460197.000000 Penalty: 5329.750488
	Iteration 31Q: 3 clusters Score -8460197 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -8460197.000000 Penalty: 5329.750488
	Iteration 32Q: 3 clusters Score -8460197 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -8460191.000000 Penalty: 5329.750488
	Iteration 33Q: 3 clusters Score -8460191 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -8460199.000000 Penalty: 5329.750488
	Iteration 34Q: 3 clusters Score -8460199 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -8460193.000000 Penalty: 5329.750488
	Iteration 35Q: 3 clusters Score -8460193 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -8460180.000000 Penalty: 5329.750488
	Iteration 36Q: 3 clusters Score -8460180 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -8460207.000000 Penalty: 5329.750488
	Iteration 37Q: 3 clusters Score -8460207 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -8460228.000000 Penalty: 5329.750488
	Iteration 38Q: 3 clusters Score -8460228 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43377 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -8460206.000000 Penalty: 5329.750488
	Iteration 39Q: 3 clusters Score -8460206 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43411 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -8460212.000000 Penalty: 5329.750488
	Iteration 40F: 3 clusters Score -8460212 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43448 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -8460201.000000 Penalty: 5329.750488
	Iteration 41Q: 3 clusters Score -8460201 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -8460190.000000 Penalty: 5329.750488
	Iteration 42Q: 3 clusters Score -8460190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -8460197.000000 Penalty: 5329.750488
	Iteration 43Q: 3 clusters Score -8460197 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -8460207.000000 Penalty: 5329.750488
	Iteration 44Q: 3 clusters Score -8460207 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43565 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -8460215.000000 Penalty: 5329.750488
	Iteration 45Q: 3 clusters Score -8460215 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -8460209.000000 Penalty: 5329.750488
	Iteration 46Q: 3 clusters Score -8460209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43609 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -8460197.000000 Penalty: 5329.750488
	Iteration 47Q: 3 clusters Score -8460197 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -8460190.000000 Penalty: 5329.750488
	Iteration 48Q: 3 clusters Score -8460190 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43654 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -8460187.000000 Penalty: 5329.750488
	Iteration 49Q: 3 clusters Score -8460187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43677 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -8460183.000000 Penalty: 5329.750488
	Iteration 50Q: 3 clusters Score -8460183 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43695 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -8460185.000000 Penalty: 5329.750488
	Iteration 51Q: 3 clusters Score -8460185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43712 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -8460189.000000 Penalty: 5329.750488
	Iteration 52Q: 3 clusters Score -8460189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43723 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -8460197.000000 Penalty: 5329.750488
	Iteration 53Q: 3 clusters Score -8460197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43740 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -8460204.000000 Penalty: 5329.750488
	Iteration 54Q: 3 clusters Score -8460204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43752 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -8460194.000000 Penalty: 5329.750488
	Iteration 55Q: 3 clusters Score -8460194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43761 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -8460189.000000 Penalty: 5329.750488
	Iteration 56Q: 3 clusters Score -8460189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43771 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -8460194.000000 Penalty: 5329.750488
	Iteration 57Q: 3 clusters Score -8460194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -8460191.000000 Penalty: 5329.750488
	Iteration 58Q: 3 clusters Score -8460191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43786 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -8460188.000000 Penalty: 5329.750488
	Iteration 59Q: 3 clusters Score -8460188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -8460194.000000 Penalty: 5329.750488
	Iteration 60F: 3 clusters Score -8460194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43798 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -8460192.000000 Penalty: 5329.750488
	Iteration 61Q: 3 clusters Score -8460192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43806 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -8460186.000000 Penalty: 5329.750488
	Iteration 62Q: 3 clusters Score -8460186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -8460186.000000 Penalty: 5329.750488
	Iteration 63Q: 3 clusters Score -8460186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -8460185.000000 Penalty: 5329.750488
	Iteration 64Q: 3 clusters Score -8460185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43824 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -8460192.000000 Penalty: 5329.750488
	Iteration 65Q: 3 clusters Score -8460192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -8460193.000000 Penalty: 5329.750488
	Iteration 66Q: 3 clusters Score -8460193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43837 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -8460201.000000 Penalty: 5329.750488
	Iteration 67Q: 3 clusters Score -8460201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -8460204.000000 Penalty: 5329.750488
	Iteration 68Q: 3 clusters Score -8460204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -8460199.000000 Penalty: 5329.750488
	Iteration 69Q: 3 clusters Score -8460199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43856 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -8460194.000000 Penalty: 5329.750488
	Iteration 70Q: 3 clusters Score -8460194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43866 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -8460199.000000 Penalty: 5329.750488
	Iteration 71Q: 3 clusters Score -8460199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -8460200.000000 Penalty: 5329.750488
	Iteration 72Q: 3 clusters Score -8460200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -8460199.000000 Penalty: 5329.750488
	Iteration 73Q: 3 clusters Score -8460199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -8460199.000000 Penalty: 5329.750488
	Iteration 74Q: 3 clusters Score -8460199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -8460196.000000 Penalty: 5329.750488
	Iteration 75Q: 3 clusters Score -8460196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43883 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -8460193.000000 Penalty: 5329.750488
	Iteration 76Q: 3 clusters Score -8460193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43886 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -8460192.000000 Penalty: 5329.750488
	Iteration 77Q: 3 clusters Score -8460192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43888 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -8460196.000000 Penalty: 5329.750488
	Iteration 78Q: 3 clusters Score -8460196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43890 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -8460188.000000 Penalty: 5329.750488
	Iteration 79Q: 3 clusters Score -8460188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -8460194.000000 Penalty: 5329.750488
	Iteration 80F: 3 clusters Score -8460194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Entering Unmasked Estep 
Score: -7677228.500000 Penalty: 2640.513672
	Iteration 0F: 2 clusters Score -7677228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -7649026.000000 Penalty: 5281.027344
	Iteration 0F: 3 clusters Score -7649026 nChanged 19394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -7659753.500000 Penalty: 5281.027344
	Iteration 1F: 3 clusters Score -7659754 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -7660474.500000 Penalty: 5281.027344
	Iteration 2Q: 3 clusters Score -7660474 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -7661316.000000 Penalty: 5281.027344
	Iteration 3Q: 3 clusters Score -7661316 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -7662615.500000 Penalty: 5281.027344
	Iteration 4F: 3 clusters Score -7662616 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -7664638.000000 Penalty: 5281.027344
	Iteration 5F: 3 clusters Score -7664638 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -7667537.000000 Penalty: 5281.027344
	Iteration 6F: 3 clusters Score -7667537 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 36147 members 
Entering Unmasked Estep 
Score: -7670791.500000 Penalty: 5281.027344
	Iteration 7F: 3 clusters Score -7670792 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -7673210.000000 Penalty: 5281.027344
	Iteration 8F: 3 clusters Score -7673210 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 39827 members 
Entering Unmasked Estep 
Score: -7674556.500000 Penalty: 5281.027344
	Iteration 9Q: 3 clusters Score -7674556 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -7675325.500000 Penalty: 5281.027344
	Iteration 10Q: 3 clusters Score -7675326 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -7675747.500000 Penalty: 5281.027344
	Iteration 11Q: 3 clusters Score -7675748 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -7675939.500000 Penalty: 5281.027344
	Iteration 12Q: 3 clusters Score -7675940 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -7675996.000000 Penalty: 5281.027344
	Iteration 13Q: 3 clusters Score -7675996 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 40691 members 
Entering Unmasked Estep 
Score: -7676016.000000 Penalty: 5281.027344
	Iteration 14Q: 3 clusters Score -7676016 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -7676041.000000 Penalty: 5281.027344
	Iteration 15Q: 3 clusters Score -7676041 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 40713 members 
Entering Unmasked Estep 
Score: -7676041.000000 Penalty: 5281.027344
	Iteration 16Q: 3 clusters Score -7676041 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -7676036.500000 Penalty: 5281.027344
	Iteration 17Q: 3 clusters Score -7676036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -7676043.500000 Penalty: 5281.027344
	Iteration 18Q: 3 clusters Score -7676044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 40727 members 
Entering Unmasked Estep 
Score: -7676049.000000 Penalty: 5281.027344
	Iteration 19Q: 3 clusters Score -7676049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 40731 members 
Entering Unmasked Estep 
Score: -7676061.500000 Penalty: 5281.027344
	Iteration 20F: 3 clusters Score -7676062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 40735 members 
Entering Unmasked Estep 
Score: -7676063.500000 Penalty: 5281.027344
	Iteration 21Q: 3 clusters Score -7676064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 40734 members 
Entering Unmasked Estep 
Score: -7676063.500000 Penalty: 5281.027344
	Iteration 22Q: 3 clusters Score -7676064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -7676074.000000 Penalty: 5281.027344
	Iteration 23Q: 3 clusters Score -7676074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -7676073.500000 Penalty: 5281.027344
	Iteration 24Q: 3 clusters Score -7676074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -7676074.500000 Penalty: 5281.027344
	Iteration 25Q: 3 clusters Score -7676074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -7676074.500000 Penalty: 5281.027344
	Iteration 26F: 3 clusters Score -7676074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Entering Unmasked Estep 
Score: -7953347.500000 Penalty: 2649.638916
	Iteration 0F: 2 clusters Score -7953348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -7924452.000000 Penalty: 5299.277832
	Iteration 0F: 3 clusters Score -7924452 nChanged 20019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -7935274.500000 Penalty: 5299.277832
	Iteration 1F: 3 clusters Score -7935274 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -7935775.500000 Penalty: 5299.277832
	Iteration 2Q: 3 clusters Score -7935776 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -7936329.500000 Penalty: 5299.277832
	Iteration 3Q: 3 clusters Score -7936330 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -7936941.500000 Penalty: 5299.277832
	Iteration 4Q: 3 clusters Score -7936942 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -7937814.000000 Penalty: 5299.277832
	Iteration 5Q: 3 clusters Score -7937814 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -7939187.500000 Penalty: 5299.277832
	Iteration 6F: 3 clusters Score -7939188 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -7941190.000000 Penalty: 5299.277832
	Iteration 7F: 3 clusters Score -7941190 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -7943834.500000 Penalty: 5299.277832
	Iteration 8F: 3 clusters Score -7943834 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -7946671.000000 Penalty: 5299.277832
	Iteration 9F: 3 clusters Score -7946671 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -7948892.500000 Penalty: 5299.277832
	Iteration 10F: 3 clusters Score -7948892 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 39153 members 
Entering Unmasked Estep 
Score: -7950370.000000 Penalty: 5299.277832
	Iteration 11Q: 3 clusters Score -7950370 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 39794 members 
Entering Unmasked Estep 
Score: -7951180.500000 Penalty: 5299.277832
	Iteration 12Q: 3 clusters Score -7951180 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -7951641.000000 Penalty: 5299.277832
	Iteration 13Q: 3 clusters Score -7951641 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
Score: -7951858.000000 Penalty: 5299.277832
	Iteration 14Q: 3 clusters Score -7951858 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -7951942.000000 Penalty: 5299.277832
	Iteration 15Q: 3 clusters Score -7951942 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -7951990.000000 Penalty: 5299.277832
	Iteration 16Q: 3 clusters Score -7951990 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 40843 members 
Entering Unmasked Estep 
Score: -7952057.000000 Penalty: 5299.277832
	Iteration 17Q: 3 clusters Score -7952057 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 40969 members 
Entering Unmasked Estep 
Score: -7952107.000000 Penalty: 5299.277832
	Iteration 18Q: 3 clusters Score -7952107 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 41067 members 
Entering Unmasked Estep 
Score: -7952108.500000 Penalty: 5299.277832
	Iteration 19Q: 3 clusters Score -7952108 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 41147 members 
Entering Unmasked Estep 
Score: -7952111.500000 Penalty: 5299.277832
	Iteration 20F: 3 clusters Score -7952112 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
Score: -7952125.500000 Penalty: 5299.277832
	Iteration 21Q: 3 clusters Score -7952126 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
Score: -7952108.500000 Penalty: 5299.277832
	Iteration 22Q: 3 clusters Score -7952108 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 41329 members 
Entering Unmasked Estep 
Score: -7952128.000000 Penalty: 5299.277832
	Iteration 23Q: 3 clusters Score -7952128 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
Score: -7952128.000000 Penalty: 5299.277832
	Iteration 24Q: 3 clusters Score -7952128 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -7952122.500000 Penalty: 5299.277832
	Iteration 25Q: 3 clusters Score -7952122 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -7952133.000000 Penalty: 5299.277832
	Iteration 26Q: 3 clusters Score -7952133 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -7952128.500000 Penalty: 5299.277832
	Iteration 27Q: 3 clusters Score -7952128 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -7952121.500000 Penalty: 5299.277832
	Iteration 28Q: 3 clusters Score -7952122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
Score: -7952102.500000 Penalty: 5299.277832
	Iteration 29Q: 3 clusters Score -7952102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 41562 members 
Entering Unmasked Estep 
Score: -7952110.000000 Penalty: 5299.277832
	Iteration 30Q: 3 clusters Score -7952110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -7952108.500000 Penalty: 5299.277832
	Iteration 31Q: 3 clusters Score -7952108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -7952125.500000 Penalty: 5299.277832
	Iteration 32Q: 3 clusters Score -7952126 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -7952121.500000 Penalty: 5299.277832
	Iteration 33Q: 3 clusters Score -7952122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 41654 members 
Entering Unmasked Estep 
Score: -7952123.000000 Penalty: 5299.277832
	Iteration 34Q: 3 clusters Score -7952123 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -7952125.000000 Penalty: 5299.277832
	Iteration 35Q: 3 clusters Score -7952125 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -7952133.500000 Penalty: 5299.277832
	Iteration 36Q: 3 clusters Score -7952134 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 41738 members 
Entering Unmasked Estep 
Score: -7952115.500000 Penalty: 5299.277832
	Iteration 37Q: 3 clusters Score -7952116 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
Score: -7952118.000000 Penalty: 5299.277832
	Iteration 38Q: 3 clusters Score -7952118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -7952128.000000 Penalty: 5299.277832
	Iteration 39Q: 3 clusters Score -7952128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -7952129.500000 Penalty: 5299.277832
	Iteration 40F: 3 clusters Score -7952130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -7952128.500000 Penalty: 5299.277832
	Iteration 41Q: 3 clusters Score -7952128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -7952130.000000 Penalty: 5299.277832
	Iteration 42Q: 3 clusters Score -7952130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 41802 members 
Entering Unmasked Estep 
Score: -7952126.500000 Penalty: 5299.277832
	Iteration 43Q: 3 clusters Score -7952126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 41809 members 
Entering Unmasked Estep 
Score: -7952132.500000 Penalty: 5299.277832
	Iteration 44Q: 3 clusters Score -7952132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -7952123.500000 Penalty: 5299.277832
	Iteration 45Q: 3 clusters Score -7952124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -7952120.500000 Penalty: 5299.277832
	Iteration 46Q: 3 clusters Score -7952120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -7952115.500000 Penalty: 5299.277832
	Iteration 47Q: 3 clusters Score -7952116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -7952117.500000 Penalty: 5299.277832
	Iteration 48Q: 3 clusters Score -7952118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
Score: -7952117.000000 Penalty: 5299.277832
	Iteration 49Q: 3 clusters Score -7952117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -7952116.000000 Penalty: 5299.277832
	Iteration 50Q: 3 clusters Score -7952116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -7952125.500000 Penalty: 5299.277832
	Iteration 51Q: 3 clusters Score -7952126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 41843 members 
Entering Unmasked Estep 
Score: -7952121.500000 Penalty: 5299.277832
	Iteration 52Q: 3 clusters Score -7952122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -7952122.500000 Penalty: 5299.277832
	Iteration 53Q: 3 clusters Score -7952122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 41853 members 
Entering Unmasked Estep 
Score: -7952122.000000 Penalty: 5299.277832
	Iteration 54Q: 3 clusters Score -7952122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -7952123.500000 Penalty: 5299.277832
	Iteration 55Q: 3 clusters Score -7952124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -7952120.500000 Penalty: 5299.277832
	Iteration 56Q: 3 clusters Score -7952120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -7952119.000000 Penalty: 5299.277832
	Iteration 57Q: 3 clusters Score -7952119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -7952119.500000 Penalty: 5299.277832
	Iteration 58Q: 3 clusters Score -7952120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 41868 members 
Entering Unmasked Estep 
Score: -7952118.500000 Penalty: 5299.277832
	Iteration 59Q: 3 clusters Score -7952118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -7952121.000000 Penalty: 5299.277832
	Iteration 60F: 3 clusters Score -7952121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Entering Unmasked Estep 
Score: -109693.804688 Penalty: 1605.907349
	Iteration 0F: 2 clusters Score -109693.8 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 301 members 
Entering Unmasked Estep 
Score: -108075.867188 Penalty: 3211.814697
	Iteration 0F: 3 clusters Score -108075.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -108407.476562 Penalty: 3211.814697
	Iteration 1F: 3 clusters Score -108407.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -108542.093750 Penalty: 3211.814697
	Iteration 2F: 3 clusters Score -108542.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -108655.507812 Penalty: 3211.814697
	Iteration 3F: 3 clusters Score -108655.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -108772.523438 Penalty: 3211.814697
	Iteration 4F: 3 clusters Score -108772.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -108912.148438 Penalty: 3211.814697
	Iteration 5F: 3 clusters Score -108912.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -109063.453125 Penalty: 3211.814697
	Iteration 6Q: 3 clusters Score -109063.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -109125.984375 Penalty: 3211.814697
	Iteration 7Q: 3 clusters Score -109126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -109151.906250 Penalty: 3211.814697
	Iteration 8Q: 3 clusters Score -109151.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -109171.992188 Penalty: 3211.814697
	Iteration 9Q: 3 clusters Score -109172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -109187.750000 Penalty: 3211.814697
	Iteration 10Q: 3 clusters Score -109187.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -109194.070312 Penalty: 3211.814697
	Iteration 11Q: 3 clusters Score -109194.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -109227.203125 Penalty: 3211.814697
	Iteration 12Q: 3 clusters Score -109227.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -109283.953125 Penalty: 3211.814697
	Iteration 13Q: 3 clusters Score -109284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -109310.289062 Penalty: 3211.814697
	Iteration 14Q: 3 clusters Score -109310.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -109335.156250 Penalty: 3211.814697
	Iteration 15Q: 3 clusters Score -109335.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -109363.679688 Penalty: 3211.814697
	Iteration 16Q: 3 clusters Score -109363.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -109401.226562 Penalty: 3211.814697
	Iteration 17Q: 3 clusters Score -109401.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -109407.273438 Penalty: 3211.814697
	Iteration 18Q: 3 clusters Score -109407.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -109408.296875 Penalty: 3211.814697
	Iteration 19Q: 3 clusters Score -109408.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -109408.296875 Penalty: 3211.814697
	Iteration 20F: 3 clusters Score -109408.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (40132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Entering Unmasked Estep 
Score: -7358610.000000 Penalty: 2628.782471
	Iteration 0F: 2 clusters Score -7358610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -7331714.500000 Penalty: 5257.564941
	Iteration 0F: 3 clusters Score -7331714 nChanged 18324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -7341651.500000 Penalty: 5257.564941
	Iteration 1F: 3 clusters Score -7341652 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20932 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -7342113.000000 Penalty: 5257.564941
	Iteration 2Q: 3 clusters Score -7342113 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -7342500.500000 Penalty: 5257.564941
	Iteration 3Q: 3 clusters Score -7342500 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -7342946.500000 Penalty: 5257.564941
	Iteration 4Q: 3 clusters Score -7342946 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -7343461.500000 Penalty: 5257.564941
	Iteration 5Q: 3 clusters Score -7343462 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -7344209.000000 Penalty: 5257.564941
	Iteration 6Q: 3 clusters Score -7344209 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -7345334.000000 Penalty: 5257.564941
	Iteration 7F: 3 clusters Score -7345334 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -7346916.500000 Penalty: 5257.564941
	Iteration 8F: 3 clusters Score -7346916 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -7349161.000000 Penalty: 5257.564941
	Iteration 9F: 3 clusters Score -7349161 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -7351666.500000 Penalty: 5257.564941
	Iteration 10F: 3 clusters Score -7351666 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -7353658.000000 Penalty: 5257.564941
	Iteration 11F: 3 clusters Score -7353658 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -7355131.500000 Penalty: 5257.564941
	Iteration 12Q: 3 clusters Score -7355132 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -7355824.500000 Penalty: 5257.564941
	Iteration 13Q: 3 clusters Score -7355824 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36651 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -7356096.000000 Penalty: 5257.564941
	Iteration 14Q: 3 clusters Score -7356096 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -7356231.000000 Penalty: 5257.564941
	Iteration 15Q: 3 clusters Score -7356231 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37193 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -7356346.000000 Penalty: 5257.564941
	Iteration 16Q: 3 clusters Score -7356346 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -7356404.000000 Penalty: 5257.564941
	Iteration 17Q: 3 clusters Score -7356404 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -7356458.500000 Penalty: 5257.564941
	Iteration 18Q: 3 clusters Score -7356458 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -7356504.500000 Penalty: 5257.564941
	Iteration 19Q: 3 clusters Score -7356504 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37882 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -7356536.000000 Penalty: 5257.564941
	Iteration 20F: 3 clusters Score -7356536 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -7356552.500000 Penalty: 5257.564941
	Iteration 21Q: 3 clusters Score -7356552 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -7356547.500000 Penalty: 5257.564941
	Iteration 22Q: 3 clusters Score -7356548 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -7356550.000000 Penalty: 5257.564941
	Iteration 23Q: 3 clusters Score -7356550 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38139 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -7356563.500000 Penalty: 5257.564941
	Iteration 24Q: 3 clusters Score -7356564 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -7356586.000000 Penalty: 5257.564941
	Iteration 25Q: 3 clusters Score -7356586 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -7356581.500000 Penalty: 5257.564941
	Iteration 26Q: 3 clusters Score -7356582 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -7356579.000000 Penalty: 5257.564941
	Iteration 27Q: 3 clusters Score -7356579 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38322 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -7356564.000000 Penalty: 5257.564941
	Iteration 28Q: 3 clusters Score -7356564 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -7356587.000000 Penalty: 5257.564941
	Iteration 29Q: 3 clusters Score -7356587 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -7356591.500000 Penalty: 5257.564941
	Iteration 30Q: 3 clusters Score -7356592 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -7356606.000000 Penalty: 5257.564941
	Iteration 31Q: 3 clusters Score -7356606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -7356608.000000 Penalty: 5257.564941
	Iteration 32Q: 3 clusters Score -7356608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -7356607.500000 Penalty: 5257.564941
	Iteration 33Q: 3 clusters Score -7356608 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -7356608.000000 Penalty: 5257.564941
	Iteration 34Q: 3 clusters Score -7356608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -7356606.500000 Penalty: 5257.564941
	Iteration 35Q: 3 clusters Score -7356606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38503 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -7356615.000000 Penalty: 5257.564941
	Iteration 36Q: 3 clusters Score -7356615 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -7356616.000000 Penalty: 5257.564941
	Iteration 37Q: 3 clusters Score -7356616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -7356628.500000 Penalty: 5257.564941
	Iteration 38Q: 3 clusters Score -7356628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -7356622.500000 Penalty: 5257.564941
	Iteration 39Q: 3 clusters Score -7356622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -7356626.500000 Penalty: 5257.564941
	Iteration 40F: 3 clusters Score -7356626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38593 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -7356626.500000 Penalty: 5257.564941
	Iteration 41Q: 3 clusters Score -7356626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -7356631.500000 Penalty: 5257.564941
	Iteration 42Q: 3 clusters Score -7356632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -7356628.000000 Penalty: 5257.564941
	Iteration 43Q: 3 clusters Score -7356628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38611 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -7356622.500000 Penalty: 5257.564941
	Iteration 44Q: 3 clusters Score -7356622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -7356618.000000 Penalty: 5257.564941
	Iteration 45Q: 3 clusters Score -7356618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -7356633.500000 Penalty: 5257.564941
	Iteration 46Q: 3 clusters Score -7356634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -7356642.500000 Penalty: 5257.564941
	Iteration 47Q: 3 clusters Score -7356642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38648 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -7356636.500000 Penalty: 5257.564941
	Iteration 48Q: 3 clusters Score -7356636 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -7356645.500000 Penalty: 5257.564941
	Iteration 49Q: 3 clusters Score -7356646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -7356644.500000 Penalty: 5257.564941
	Iteration 50Q: 3 clusters Score -7356644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -7356638.500000 Penalty: 5257.564941
	Iteration 51Q: 3 clusters Score -7356638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -7356641.500000 Penalty: 5257.564941
	Iteration 52Q: 3 clusters Score -7356642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -7356642.000000 Penalty: 5257.564941
	Iteration 53Q: 3 clusters Score -7356642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -7356646.500000 Penalty: 5257.564941
	Iteration 54Q: 3 clusters Score -7356646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38722 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -7356645.500000 Penalty: 5257.564941
	Iteration 55Q: 3 clusters Score -7356646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38724 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -7356651.500000 Penalty: 5257.564941
	Iteration 56Q: 3 clusters Score -7356652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -7356644.500000 Penalty: 5257.564941
	Iteration 57Q: 3 clusters Score -7356644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -7356638.000000 Penalty: 5257.564941
	Iteration 58Q: 3 clusters Score -7356638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -7356634.500000 Penalty: 5257.564941
	Iteration 59Q: 3 clusters Score -7356634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38743 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -7356644.500000 Penalty: 5257.564941
	Iteration 60F: 3 clusters Score -7356644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38745 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -7356639.000000 Penalty: 5257.564941
	Iteration 61Q: 3 clusters Score -7356639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -7356642.500000 Penalty: 5257.564941
	Iteration 62Q: 3 clusters Score -7356642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38751 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -7356638.500000 Penalty: 5257.564941
	Iteration 63Q: 3 clusters Score -7356638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -7356637.000000 Penalty: 5257.564941
	Iteration 64Q: 3 clusters Score -7356637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -7356640.500000 Penalty: 5257.564941
	Iteration 65Q: 3 clusters Score -7356640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -7356641.000000 Penalty: 5257.564941
	Iteration 66Q: 3 clusters Score -7356641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38757 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -7356641.000000 Penalty: 5257.564941
	Iteration 67F: 3 clusters Score -7356641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (44237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44237 members 
Entering Unmasked Estep 
Score: -8198041.000000 Penalty: 2652.934570
	Iteration 0F: 2 clusters Score -8198041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -8169667.500000 Penalty: 5305.869141
	Iteration 0F: 3 clusters Score -8169668 nChanged 20348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -8180629.000000 Penalty: 5305.869141
	Iteration 1F: 3 clusters Score -8180629 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -8181162.000000 Penalty: 5305.869141
	Iteration 2Q: 3 clusters Score -8181162 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -8181579.500000 Penalty: 5305.869141
	Iteration 3Q: 3 clusters Score -8181580 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -8182038.000000 Penalty: 5305.869141
	Iteration 4Q: 3 clusters Score -8182038 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -8182488.000000 Penalty: 5305.869141
	Iteration 5Q: 3 clusters Score -8182488 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 22232 members 
Entering Unmasked Estep 
Score: -8182906.500000 Penalty: 5305.869141
	Iteration 6Q: 3 clusters Score -8182906 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -8183468.500000 Penalty: 5305.869141
	Iteration 7Q: 3 clusters Score -8183468 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -8184042.000000 Penalty: 5305.869141
	Iteration 8Q: 3 clusters Score -8184042 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -8184758.000000 Penalty: 5305.869141
	Iteration 9Q: 3 clusters Score -8184758 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -8185493.500000 Penalty: 5305.869141
	Iteration 10Q: 3 clusters Score -8185494 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -8186214.000000 Penalty: 5305.869141
	Iteration 11Q: 3 clusters Score -8186214 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -8187019.500000 Penalty: 5305.869141
	Iteration 12Q: 3 clusters Score -8187020 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -8187976.000000 Penalty: 5305.869141
	Iteration 13Q: 3 clusters Score -8187976 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -8189016.000000 Penalty: 5305.869141
	Iteration 14Q: 3 clusters Score -8189016 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -8190004.500000 Penalty: 5305.869141
	Iteration 15Q: 3 clusters Score -8190004 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 24556 members 
Entering Unmasked Estep 
Score: -8190751.000000 Penalty: 5305.869141
	Iteration 16Q: 3 clusters Score -8190751 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -8191228.500000 Penalty: 5305.869141
	Iteration 17Q: 3 clusters Score -8191228 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -8191509.500000 Penalty: 5305.869141
	Iteration 18Q: 3 clusters Score -8191510 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -8191667.000000 Penalty: 5305.869141
	Iteration 19Q: 3 clusters Score -8191667 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -8191832.500000 Penalty: 5305.869141
	Iteration 20F: 3 clusters Score -8191832 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19127 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -8192047.000000 Penalty: 5305.869141
	Iteration 21Q: 3 clusters Score -8192047 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -8192192.000000 Penalty: 5305.869141
	Iteration 22Q: 3 clusters Score -8192192 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -8192369.500000 Penalty: 5305.869141
	Iteration 23Q: 3 clusters Score -8192370 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -8192541.000000 Penalty: 5305.869141
	Iteration 24Q: 3 clusters Score -8192541 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -8192670.000000 Penalty: 5305.869141
	Iteration 25Q: 3 clusters Score -8192670 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -8192838.000000 Penalty: 5305.869141
	Iteration 26Q: 3 clusters Score -8192838 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -8192990.500000 Penalty: 5305.869141
	Iteration 27Q: 3 clusters Score -8192990 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 25491 members 
Entering Unmasked Estep 
Score: -8193096.000000 Penalty: 5305.869141
	Iteration 28Q: 3 clusters Score -8193096 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -8193238.000000 Penalty: 5305.869141
	Iteration 29Q: 3 clusters Score -8193238 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -8193284.500000 Penalty: 5305.869141
	Iteration 30Q: 3 clusters Score -8193284 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -8193359.000000 Penalty: 5305.869141
	Iteration 31Q: 3 clusters Score -8193359 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -8193383.000000 Penalty: 5305.869141
	Iteration 32Q: 3 clusters Score -8193383 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -8193422.500000 Penalty: 5305.869141
	Iteration 33Q: 3 clusters Score -8193422 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -8193442.500000 Penalty: 5305.869141
	Iteration 34Q: 3 clusters Score -8193442 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -8193482.500000 Penalty: 5305.869141
	Iteration 35Q: 3 clusters Score -8193482 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -8193548.000000 Penalty: 5305.869141
	Iteration 36Q: 3 clusters Score -8193548 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -8193572.000000 Penalty: 5305.869141
	Iteration 37Q: 3 clusters Score -8193572 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -8193589.500000 Penalty: 5305.869141
	Iteration 38Q: 3 clusters Score -8193590 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -8193615.500000 Penalty: 5305.869141
	Iteration 39Q: 3 clusters Score -8193616 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -8193643.500000 Penalty: 5305.869141
	Iteration 40F: 3 clusters Score -8193644 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -8193646.500000 Penalty: 5305.869141
	Iteration 41Q: 3 clusters Score -8193646 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8193682 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -8193697.500000 Penalty: 5305.869141
	Iteration 43Q: 3 clusters Score -8193698 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -8193689.500000 Penalty: 5305.869141
	Iteration 44Q: 3 clusters Score -8193690 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -8193684.000000 Penalty: 5305.869141
	Iteration 45Q: 3 clusters Score -8193684 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -8193713.000000 Penalty: 5305.869141
	Iteration 46Q: 3 clusters Score -8193713 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -8193704.000000 Penalty: 5305.869141
	Iteration 47Q: 3 clusters Score -8193704 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -8193725.500000 Penalty: 5305.869141
	Iteration 48Q: 3 clusters Score -8193726 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -8193743.500000 Penalty: 5305.869141
	Iteration 49Q: 3 clusters Score -8193744 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8193746 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -8193762.000000 Penalty: 5305.869141
	Iteration 51Q: 3 clusters Score -8193762 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -8193772.000000 Penalty: 5305.869141
	Iteration 52Q: 3 clusters Score -8193772 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -8193805.500000 Penalty: 5305.869141
	Iteration 53Q: 3 clusters Score -8193806 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -8193810.000000 Penalty: 5305.869141
	Iteration 54Q: 3 clusters Score -8193810 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -8193812.500000 Penalty: 5305.869141
	Iteration 55Q: 3 clusters Score -8193812 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -8193798.500000 Penalty: 5305.869141
	Iteration 56Q: 3 clusters Score -8193798 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -8193803.000000 Penalty: 5305.869141
	Iteration 57Q: 3 clusters Score -8193803 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -8193820.000000 Penalty: 5305.869141
	Iteration 58Q: 3 clusters Score -8193820 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -8193839.000000 Penalty: 5305.869141
	Iteration 59Q: 3 clusters Score -8193839 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -8193847.500000 Penalty: 5305.869141
	Iteration 60F: 3 clusters Score -8193848 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -8193864.500000 Penalty: 5305.869141
	Iteration 61Q: 3 clusters Score -8193864 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -8193883.500000 Penalty: 5305.869141
	Iteration 62Q: 3 clusters Score -8193884 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -8193881.500000 Penalty: 5305.869141
	Iteration 63Q: 3 clusters Score -8193882 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -8193886.000000 Penalty: 5305.869141
	Iteration 64Q: 3 clusters Score -8193886 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
Score: -8193869.500000 Penalty: 5305.869141
	Iteration 65Q: 3 clusters Score -8193870 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -8193879.000000 Penalty: 5305.869141
	Iteration 66Q: 3 clusters Score -8193879 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -8193891.000000 Penalty: 5305.869141
	Iteration 67Q: 3 clusters Score -8193891 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8193898 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -8193889.000000 Penalty: 5305.869141
	Iteration 69Q: 3 clusters Score -8193889 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -8193903.500000 Penalty: 5305.869141
	Iteration 70Q: 3 clusters Score -8193904 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -8193908.000000 Penalty: 5305.869141
	Iteration 71Q: 3 clusters Score -8193908 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -8193911.500000 Penalty: 5305.869141
	Iteration 72Q: 3 clusters Score -8193912 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -8193927.500000 Penalty: 5305.869141
	Iteration 73Q: 3 clusters Score -8193928 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -8193926.500000 Penalty: 5305.869141
	Iteration 74Q: 3 clusters Score -8193926 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -8193940.500000 Penalty: 5305.869141
	Iteration 75Q: 3 clusters Score -8193940 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -8193955.000000 Penalty: 5305.869141
	Iteration 76Q: 3 clusters Score -8193955 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8193955 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -8193952.000000 Penalty: 5305.869141
	Iteration 78Q: 3 clusters Score -8193952 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -8193975.500000 Penalty: 5305.869141
	Iteration 79Q: 3 clusters Score -8193976 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -8193988.500000 Penalty: 5305.869141
	Iteration 80F: 3 clusters Score -8193988 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -8193991.000000 Penalty: 5305.869141
	Iteration 81Q: 3 clusters Score -8193991 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 26883 members 
Entering Unmasked Estep 
Score: -8193995.000000 Penalty: 5305.869141
	Iteration 82Q: 3 clusters Score -8193995 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8193992 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -8194005.500000 Penalty: 5305.869141
	Iteration 84Q: 3 clusters Score -8194006 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -8194021.500000 Penalty: 5305.869141
	Iteration 85Q: 3 clusters Score -8194022 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8194048 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -8194041.500000 Penalty: 5305.869141
	Iteration 87Q: 3 clusters Score -8194042 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -8194034.000000 Penalty: 5305.869141
	Iteration 88Q: 3 clusters Score -8194034 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -8194072.500000 Penalty: 5305.869141
	Iteration 89Q: 3 clusters Score -8194072 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -8194093.500000 Penalty: 5305.869141
	Iteration 90Q: 3 clusters Score -8194094 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -8194127.000000 Penalty: 5305.869141
	Iteration 91Q: 3 clusters Score -8194127 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -8194125.000000 Penalty: 5305.869141
	Iteration 92Q: 3 clusters Score -8194125 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 28763 members 
Entering Unmasked Estep 
Score: -8194154.500000 Penalty: 5305.869141
	Iteration 93Q: 3 clusters Score -8194154 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -8194205.000000 Penalty: 5305.869141
	Iteration 94Q: 3 clusters Score -8194205 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -8194214.000000 Penalty: 5305.869141
	Iteration 95Q: 3 clusters Score -8194214 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -8194234.500000 Penalty: 5305.869141
	Iteration 96Q: 3 clusters Score -8194234 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -8194279.000000 Penalty: 5305.869141
	Iteration 97Q: 3 clusters Score -8194279 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -8194322.000000 Penalty: 5305.869141
	Iteration 98Q: 3 clusters Score -8194322 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -8194373.500000 Penalty: 5305.869141
	Iteration 99Q: 3 clusters Score -8194374 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -8194458.500000 Penalty: 5305.869141
	Iteration 100F: 3 clusters Score -8194458 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 32683 members 
Entering Unmasked Estep 
Score: -8194507.500000 Penalty: 5305.869141
	Iteration 101Q: 3 clusters Score -8194508 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -8194588.000000 Penalty: 5305.869141
	Iteration 102Q: 3 clusters Score -8194588 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -8194676.500000 Penalty: 5305.869141
	Iteration 103Q: 3 clusters Score -8194676 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
Score: -8194737.500000 Penalty: 5305.869141
	Iteration 104Q: 3 clusters Score -8194738 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -8194842.500000 Penalty: 5305.869141
	Iteration 105Q: 3 clusters Score -8194842 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -8194939.500000 Penalty: 5305.869141
	Iteration 106Q: 3 clusters Score -8194940 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -8195046.000000 Penalty: 5305.869141
	Iteration 107Q: 3 clusters Score -8195046 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -8195149.000000 Penalty: 5305.869141
	Iteration 108Q: 3 clusters Score -8195149 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -8195240.000000 Penalty: 5305.869141
	Iteration 109Q: 3 clusters Score -8195240 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 37711 members 
Entering Unmasked Estep 
Score: -8195348.000000 Penalty: 5305.869141
	Iteration 110Q: 3 clusters Score -8195348 nChanged 379
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -8195413.000000 Penalty: 5305.869141
	Iteration 111Q: 3 clusters Score -8195413 nChanged 319
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Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -8195484.500000 Penalty: 5305.869141
	Iteration 112Q: 3 clusters Score -8195484 nChanged 281
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Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -8195480.000000 Penalty: 5305.869141
	Iteration 113Q: 3 clusters Score -8195480 nChanged 249
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -8195533.000000 Penalty: 5305.869141
	Iteration 114Q: 3 clusters Score -8195533 nChanged 234
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 39165 members 
Entering Unmasked Estep 
Score: -8195567.000000 Penalty: 5305.869141
	Iteration 115Q: 3 clusters Score -8195567 nChanged 242
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Mstep: Class 1 contains 4830 members 
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Entering Unmasked Estep 
Score: -8195605.000000 Penalty: 5305.869141
	Iteration 116Q: 3 clusters Score -8195605 nChanged 230
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Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -8195631.000000 Penalty: 5305.869141
	Iteration 117Q: 3 clusters Score -8195631 nChanged 195
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Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 39830 members 
Entering Unmasked Estep 
Score: -8195644.500000 Penalty: 5305.869141
	Iteration 118Q: 3 clusters Score -8195644 nChanged 174
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -8195636.500000 Penalty: 5305.869141
	Iteration 119Q: 3 clusters Score -8195636 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 40180 members 
Entering Unmasked Estep 
Score: -8195667.500000 Penalty: 5305.869141
	Iteration 120F: 3 clusters Score -8195668 nChanged 180
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 40360 members 
Entering Unmasked Estep 
Score: -8195702.500000 Penalty: 5305.869141
	Iteration 121Q: 3 clusters Score -8195702 nChanged 192
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -8195742.500000 Penalty: 5305.869141
	Iteration 122Q: 3 clusters Score -8195742 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -8195770.500000 Penalty: 5305.869141
	Iteration 123Q: 3 clusters Score -8195770 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -8195797.000000 Penalty: 5305.869141
	Iteration 124Q: 3 clusters Score -8195797 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 41022 members 
Entering Unmasked Estep 
Score: -8195829.000000 Penalty: 5305.869141
	Iteration 125Q: 3 clusters Score -8195829 nChanged 131
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -8195833.500000 Penalty: 5305.869141
	Iteration 126Q: 3 clusters Score -8195834 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 41303 members 
Entering Unmasked Estep 
Score: -8195841.000000 Penalty: 5305.869141
	Iteration 127Q: 3 clusters Score -8195841 nChanged 171
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -8195865.500000 Penalty: 5305.869141
	Iteration 128Q: 3 clusters Score -8195866 nChanged 179
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -8195901.500000 Penalty: 5305.869141
	Iteration 129Q: 3 clusters Score -8195902 nChanged 170
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -8195933.000000 Penalty: 5305.869141
	Iteration 130Q: 3 clusters Score -8195933 nChanged 143
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Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 41962 members 
Entering Unmasked Estep 
Score: -8195958.500000 Penalty: 5305.869141
	Iteration 131Q: 3 clusters Score -8195958 nChanged 116
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 42074 members 
Entering Unmasked Estep 
Score: -8195973.000000 Penalty: 5305.869141
	Iteration 132Q: 3 clusters Score -8195973 nChanged 102
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -8195985.000000 Penalty: 5305.869141
	Iteration 133Q: 3 clusters Score -8195985 nChanged 94
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Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8196004 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 42355 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8196025 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8196063 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 42519 members 
Entering Unmasked Estep 
Score: -8196052.500000 Penalty: 5305.869141
	Iteration 137Q: 3 clusters Score -8196052 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -8196053.000000 Penalty: 5305.869141
	Iteration 138Q: 3 clusters Score -8196053 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -8196057.000000 Penalty: 5305.869141
	Iteration 139Q: 3 clusters Score -8196057 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -8196055.500000 Penalty: 5305.869141
	Iteration 140F: 3 clusters Score -8196056 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 42728 members 
Entering Unmasked Estep 
Score: -8196082.500000 Penalty: 5305.869141
	Iteration 141Q: 3 clusters Score -8196082 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -8196089.500000 Penalty: 5305.869141
	Iteration 142Q: 3 clusters Score -8196090 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
Score: -8196089.000000 Penalty: 5305.869141
	Iteration 143Q: 3 clusters Score -8196089 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -8196087.000000 Penalty: 5305.869141
	Iteration 144Q: 3 clusters Score -8196087 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 42897 members 
Entering Unmasked Estep 
Score: -8196098.500000 Penalty: 5305.869141
	Iteration 145Q: 3 clusters Score -8196098 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 42928 members 
Entering Unmasked Estep 
Score: -8196080.500000 Penalty: 5305.869141
	Iteration 146Q: 3 clusters Score -8196080 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 42952 members 
Entering Unmasked Estep 
Score: -8196084.500000 Penalty: 5305.869141
	Iteration 147Q: 3 clusters Score -8196084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -8196103.500000 Penalty: 5305.869141
	Iteration 148Q: 3 clusters Score -8196104 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 42997 members 
Entering Unmasked Estep 
Score: -8196108.500000 Penalty: 5305.869141
	Iteration 149Q: 3 clusters Score -8196108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 43020 members 
Entering Unmasked Estep 
Score: -8196124.500000 Penalty: 5305.869141
	Iteration 150Q: 3 clusters Score -8196124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -8196135.000000 Penalty: 5305.869141
	Iteration 151Q: 3 clusters Score -8196135 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -8196136.000000 Penalty: 5305.869141
	Iteration 152Q: 3 clusters Score -8196136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -8196158.000000 Penalty: 5305.869141
	Iteration 153Q: 3 clusters Score -8196158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 43089 members 
Entering Unmasked Estep 
Score: -8196176.000000 Penalty: 5305.869141
	Iteration 154Q: 3 clusters Score -8196176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 43104 members 
Entering Unmasked Estep 
Score: -8196177.000000 Penalty: 5305.869141
	Iteration 155Q: 3 clusters Score -8196177 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 43127 members 
Entering Unmasked Estep 
Score: -8196186.500000 Penalty: 5305.869141
	Iteration 156Q: 3 clusters Score -8196186 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 43148 members 
Entering Unmasked Estep 
Score: -8196198.500000 Penalty: 5305.869141
	Iteration 157Q: 3 clusters Score -8196198 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -8196197.000000 Penalty: 5305.869141
	Iteration 158Q: 3 clusters Score -8196197 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -8196208.500000 Penalty: 5305.869141
	Iteration 159Q: 3 clusters Score -8196208 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -8196194.500000 Penalty: 5305.869141
	Iteration 160F: 3 clusters Score -8196194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -8196205.000000 Penalty: 5305.869141
	Iteration 161Q: 3 clusters Score -8196205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -8196205.000000 Penalty: 5305.869141
	Iteration 162Q: 3 clusters Score -8196205 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -8196212.000000 Penalty: 5305.869141
	Iteration 163Q: 3 clusters Score -8196212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -8196215.000000 Penalty: 5305.869141
	Iteration 164Q: 3 clusters Score -8196215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 43235 members 
Entering Unmasked Estep 
Score: -8196219.500000 Penalty: 5305.869141
	Iteration 165Q: 3 clusters Score -8196220 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -8196218.500000 Penalty: 5305.869141
	Iteration 166Q: 3 clusters Score -8196218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -8196229.000000 Penalty: 5305.869141
	Iteration 167Q: 3 clusters Score -8196229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -8196238.500000 Penalty: 5305.869141
	Iteration 168Q: 3 clusters Score -8196238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 43264 members 
Entering Unmasked Estep 
Score: -8196238.000000 Penalty: 5305.869141
	Iteration 169Q: 3 clusters Score -8196238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -8196242.500000 Penalty: 5305.869141
	Iteration 170Q: 3 clusters Score -8196242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 43271 members 
Entering Unmasked Estep 
Score: -8196242.500000 Penalty: 5305.869141
	Iteration 171Q: 3 clusters Score -8196242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -8196251.000000 Penalty: 5305.869141
	Iteration 172Q: 3 clusters Score -8196251 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -8196260.000000 Penalty: 5305.869141
	Iteration 173Q: 3 clusters Score -8196260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 43281 members 
Entering Unmasked Estep 
Score: -8196274.000000 Penalty: 5305.869141
	Iteration 174Q: 3 clusters Score -8196274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 43288 members 
Entering Unmasked Estep 
Score: -8196279.000000 Penalty: 5305.869141
	Iteration 175Q: 3 clusters Score -8196279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 43294 members 
Entering Unmasked Estep 
Score: -8196275.000000 Penalty: 5305.869141
	Iteration 176Q: 3 clusters Score -8196275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 43298 members 
Entering Unmasked Estep 
Score: -8196273.500000 Penalty: 5305.869141
	Iteration 177Q: 3 clusters Score -8196274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -8196287.000000 Penalty: 5305.869141
	Iteration 178Q: 3 clusters Score -8196287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -8196281.000000 Penalty: 5305.869141
	Iteration 179Q: 3 clusters Score -8196281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 43310 members 
Entering Unmasked Estep 
Score: -8196288.000000 Penalty: 5305.869141
	Iteration 180F: 3 clusters Score -8196288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -8196302.000000 Penalty: 5305.869141
	Iteration 181Q: 3 clusters Score -8196302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -8196302.000000 Penalty: 5305.869141
	Iteration 182Q: 3 clusters Score -8196302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 43319 members 
Entering Unmasked Estep 
Score: -8196289.000000 Penalty: 5305.869141
	Iteration 183Q: 3 clusters Score -8196289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -8196294.000000 Penalty: 5305.869141
	Iteration 184Q: 3 clusters Score -8196294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -8196292.000000 Penalty: 5305.869141
	Iteration 185Q: 3 clusters Score -8196292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 43329 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -8196294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 43329 members 
Entering Unmasked Estep 
Score: -8196293.500000 Penalty: 5305.869141
	Iteration 187F: 3 clusters Score -8196294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (45077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45077 members 
Entering Unmasked Estep 
Score: -8337392.000000 Penalty: 2657.599609
	Iteration 0F: 2 clusters Score -8337392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -8308824.500000 Penalty: 5315.199219
	Iteration 0F: 3 clusters Score -8308824 nChanged 20767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -8320511 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -8321205.500000 Penalty: 5315.199219
	Iteration 2Q: 3 clusters Score -8321206 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -8321957.500000 Penalty: 5315.199219
	Iteration 3Q: 3 clusters Score -8321958 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -8322868.500000 Penalty: 5315.199219
	Iteration 4Q: 3 clusters Score -8322868 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -8323975.500000 Penalty: 5315.199219
	Iteration 5Q: 3 clusters Score -8323976 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -8325427.000000 Penalty: 5315.199219
	Iteration 6F: 3 clusters Score -8325427 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -8327285.000000 Penalty: 5315.199219
	Iteration 7F: 3 clusters Score -8327285 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -8329431.500000 Penalty: 5315.199219
	Iteration 8F: 3 clusters Score -8329432 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -8331267.000000 Penalty: 5315.199219
	Iteration 9F: 3 clusters Score -8331267 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -8332479.500000 Penalty: 5315.199219
	Iteration 10Q: 3 clusters Score -8332480 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39815 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -8333278.500000 Penalty: 5315.199219
	Iteration 11Q: 3 clusters Score -8333278 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -8333884.000000 Penalty: 5315.199219
	Iteration 12Q: 3 clusters Score -8333884 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -8334394.500000 Penalty: 5315.199219
	Iteration 13Q: 3 clusters Score -8334394 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -8334703.000000 Penalty: 5315.199219
	Iteration 14Q: 3 clusters Score -8334703 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -8334926.000000 Penalty: 5315.199219
	Iteration 15Q: 3 clusters Score -8334926 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43028 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -8335074.000000 Penalty: 5315.199219
	Iteration 16Q: 3 clusters Score -8335074 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43309 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -8335216.000000 Penalty: 5315.199219
	Iteration 17Q: 3 clusters Score -8335216 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -8335294.000000 Penalty: 5315.199219
	Iteration 18Q: 3 clusters Score -8335294 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43706 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -8335361.500000 Penalty: 5315.199219
	Iteration 19Q: 3 clusters Score -8335362 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43832 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -8335389.500000 Penalty: 5315.199219
	Iteration 20F: 3 clusters Score -8335390 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -8335414.000000 Penalty: 5315.199219
	Iteration 21Q: 3 clusters Score -8335414 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -8335429.500000 Penalty: 5315.199219
	Iteration 22Q: 3 clusters Score -8335430 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44032 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -8335439.000000 Penalty: 5315.199219
	Iteration 23Q: 3 clusters Score -8335439 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -8335460.000000 Penalty: 5315.199219
	Iteration 24Q: 3 clusters Score -8335460 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -8335469.500000 Penalty: 5315.199219
	Iteration 25Q: 3 clusters Score -8335470 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -8335462.500000 Penalty: 5315.199219
	Iteration 26Q: 3 clusters Score -8335462 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -8335483.000000 Penalty: 5315.199219
	Iteration 27Q: 3 clusters Score -8335483 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8335469.000000 Penalty: 5315.199219
	Iteration 28Q: 3 clusters Score -8335469 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44223 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -8335478.500000 Penalty: 5315.199219
	Iteration 29Q: 3 clusters Score -8335478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44239 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -8335475.500000 Penalty: 5315.199219
	Iteration 30Q: 3 clusters Score -8335476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44261 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8335475.500000 Penalty: 5315.199219
	Iteration 31Q: 3 clusters Score -8335476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44273 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -8335474.000000 Penalty: 5315.199219
	Iteration 32Q: 3 clusters Score -8335474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -8335481.000000 Penalty: 5315.199219
	Iteration 33Q: 3 clusters Score -8335481 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44304 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8335490.500000 Penalty: 5315.199219
	Iteration 34Q: 3 clusters Score -8335490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44313 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8335495.500000 Penalty: 5315.199219
	Iteration 35Q: 3 clusters Score -8335496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44327 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8335482.500000 Penalty: 5315.199219
	Iteration 36Q: 3 clusters Score -8335482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8335489.000000 Penalty: 5315.199219
	Iteration 37Q: 3 clusters Score -8335489 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44356 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -8335487.500000 Penalty: 5315.199219
	Iteration 38Q: 3 clusters Score -8335488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44368 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -8335473.500000 Penalty: 5315.199219
	Iteration 39Q: 3 clusters Score -8335474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44381 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8335477.500000 Penalty: 5315.199219
	Iteration 40F: 3 clusters Score -8335478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -8335478.000000 Penalty: 5315.199219
	Iteration 41Q: 3 clusters Score -8335478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -8335480.500000 Penalty: 5315.199219
	Iteration 42Q: 3 clusters Score -8335480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8335481.000000 Penalty: 5315.199219
	Iteration 43Q: 3 clusters Score -8335481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44401 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8335489.000000 Penalty: 5315.199219
	Iteration 44Q: 3 clusters Score -8335489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -8335501.500000 Penalty: 5315.199219
	Iteration 45Q: 3 clusters Score -8335502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -8335495.000000 Penalty: 5315.199219
	Iteration 46Q: 3 clusters Score -8335495 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -8335500.000000 Penalty: 5315.199219
	Iteration 47Q: 3 clusters Score -8335500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44416 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8335500.000000 Penalty: 5315.199219
	Iteration 48Q: 3 clusters Score -8335500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44419 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -8335505.000000 Penalty: 5315.199219
	Iteration 49Q: 3 clusters Score -8335505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44424 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8335499.500000 Penalty: 5315.199219
	Iteration 50Q: 3 clusters Score -8335500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44424 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8335505.500000 Penalty: 5315.199219
	Iteration 51Q: 3 clusters Score -8335506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -8335501.000000 Penalty: 5315.199219
	Iteration 52Q: 3 clusters Score -8335501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44428 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -8335499.500000 Penalty: 5315.199219
	Iteration 53Q: 3 clusters Score -8335500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -8335507.000000 Penalty: 5315.199219
	Iteration 54Q: 3 clusters Score -8335507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8335504.500000 Penalty: 5315.199219
	Iteration 55Q: 3 clusters Score -8335504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8335516.000000 Penalty: 5315.199219
	Iteration 56Q: 3 clusters Score -8335516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -8335514.500000 Penalty: 5315.199219
	Iteration 57Q: 3 clusters Score -8335514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44437 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8335519.000000 Penalty: 5315.199219
	Iteration 58Q: 3 clusters Score -8335519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44439 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -8335517.500000 Penalty: 5315.199219
	Iteration 59Q: 3 clusters Score -8335518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44442 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -8335508.500000 Penalty: 5315.199219
	Iteration 60F: 3 clusters Score -8335508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -8335512.500000 Penalty: 5315.199219
	Iteration 61Q: 3 clusters Score -8335512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44446 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -8335508.000000 Penalty: 5315.199219
	Iteration 62Q: 3 clusters Score -8335508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44447 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -8335515.000000 Penalty: 5315.199219
	Iteration 63Q: 3 clusters Score -8335515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8335508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8335508.000000 Penalty: 5315.199219
	Iteration 65F: 3 clusters Score -8335508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47722 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42835 members 
Mstep: Class 7 contains 1337 members 
Mstep: Class 8 contains 48335 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 10 contains 48602 members 
Mstep: Class 11 contains 41996 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46018 members 
Mstep: Class 14 contains 29042 members 
Mstep: Class 15 contains 46419 members 
Mstep: Class 16 contains 42076 members 
Mstep: Class 17 contains 43653 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 40132 members 
Mstep: Class 20 contains 44237 members 
Mstep: Class 21 contains 45077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111207256.000000 Penalty: 69443.789062
Iteration 479Q: 22 clusters Score -1.112073e+08 nChanged 5366
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47715 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42823 members 
Mstep: Class 7 contains 1339 members 
Mstep: Class 8 contains 48342 members 
Mstep: Class 9 contains 2737 members 
Mstep: Class 10 contains 48618 members 
Mstep: Class 11 contains 41992 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46028 members 
Mstep: Class 14 contains 29013 members 
Mstep: Class 15 contains 46417 members 
Mstep: Class 16 contains 42192 members 
Mstep: Class 17 contains 43680 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 40142 members 
Mstep: Class 20 contains 43899 members 
Mstep: Class 21 contains 45383 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 480F: 22 clusters Score -1.112076e+08 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 43762 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47731 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42844 members 
Mstep: Class 7 contains 1339 members 
Mstep: Class 8 contains 48305 members 
Mstep: Class 9 contains 2738 members 
Mstep: Class 10 contains 48652 members 
Mstep: Class 11 contains 41980 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46081 members 
Mstep: Class 14 contains 28998 members 
Mstep: Class 15 contains 46438 members 
Mstep: Class 16 contains 42390 members 
Mstep: Class 17 contains 43722 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 40115 members 
Mstep: Class 20 contains 43579 members 
Mstep: Class 21 contains 45607 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 481Q: 22 clusters Score -1.112072e+08 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47705 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42885 members 
Mstep: Class 7 contains 1341 members 
Mstep: Class 8 contains 48274 members 
Mstep: Class 9 contains 2738 members 
Mstep: Class 10 contains 48651 members 
Mstep: Class 11 contains 41938 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46139 members 
Mstep: Class 14 contains 28984 members 
Mstep: Class 15 contains 46442 members 
Mstep: Class 16 contains 42622 members 
Mstep: Class 17 contains 43748 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 40081 members 
Mstep: Class 20 contains 43469 members 
Mstep: Class 21 contains 45725 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 482Q: 22 clusters Score -1.11207e+08 nChanged 5378
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47664 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 42944 members 
Mstep: Class 7 contains 1342 members 
Mstep: Class 8 contains 48260 members 
Mstep: Class 9 contains 2735 members 
Mstep: Class 10 contains 48635 members 
Mstep: Class 11 contains 41919 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46194 members 
Mstep: Class 14 contains 28956 members 
Mstep: Class 15 contains 46425 members 
Mstep: Class 16 contains 42800 members 
Mstep: Class 17 contains 43781 members 
Mstep: Class 18 contains 647 members 
Mstep: Class 19 contains 40058 members 
Mstep: Class 20 contains 43372 members 
Mstep: Class 21 contains 45820 members 
Entering Unmasked Estep 
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Iteration 483Q: 22 clusters Score -1.112074e+08 nChanged 5134
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 43239 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47616 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 43010 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 48211 members 
Mstep: Class 9 contains 2734 members 
Mstep: Class 10 contains 48588 members 
Mstep: Class 11 contains 41905 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46275 members 
Mstep: Class 14 contains 28935 members 
Mstep: Class 15 contains 46416 members 
Mstep: Class 16 contains 42986 members 
Mstep: Class 17 contains 43798 members 
Mstep: Class 18 contains 649 members 
Mstep: Class 19 contains 40071 members 
Mstep: Class 20 contains 43345 members 
Mstep: Class 21 contains 45809 members 
Entering Unmasked Estep 
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Iteration 484Q: 22 clusters Score -1.11208e+08 nChanged 4782
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47582 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 43093 members 
Mstep: Class 7 contains 1342 members 
Mstep: Class 8 contains 48141 members 
Mstep: Class 9 contains 2734 members 
Mstep: Class 10 contains 48588 members 
Mstep: Class 11 contains 41887 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46310 members 
Mstep: Class 14 contains 28904 members 
Mstep: Class 15 contains 46378 members 
Mstep: Class 16 contains 43114 members 
Mstep: Class 17 contains 43791 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 40097 members 
Mstep: Class 20 contains 43373 members 
Mstep: Class 21 contains 45839 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 485Q: 22 clusters Score -1.112082e+08 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47537 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 43191 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 48051 members 
Mstep: Class 9 contains 2734 members 
Mstep: Class 10 contains 48606 members 
Mstep: Class 11 contains 41870 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46342 members 
Mstep: Class 14 contains 28887 members 
Mstep: Class 15 contains 46330 members 
Mstep: Class 16 contains 43246 members 
Mstep: Class 17 contains 43827 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 40100 members 
Mstep: Class 20 contains 43431 members 
Mstep: Class 21 contains 45864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111208232.000000 Penalty: 69443.789062
Iteration 486Q: 22 clusters Score -1.112082e+08 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 42816 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47496 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 43271 members 
Mstep: Class 7 contains 1344 members 
Mstep: Class 8 contains 48001 members 
Mstep: Class 9 contains 2734 members 
Mstep: Class 10 contains 48604 members 
Mstep: Class 11 contains 41840 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46351 members 
Mstep: Class 14 contains 28863 members 
Mstep: Class 15 contains 46315 members 
Mstep: Class 16 contains 43362 members 
Mstep: Class 17 contains 43839 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 40087 members 
Mstep: Class 20 contains 43490 members 
Mstep: Class 21 contains 45865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111208288.000000 Penalty: 69443.789062
Iteration 487Q: 22 clusters Score -1.112083e+08 nChanged 4363
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47490 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 43352 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 47981 members 
Mstep: Class 9 contains 2734 members 
Mstep: Class 10 contains 48598 members 
Mstep: Class 11 contains 41783 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46335 members 
Mstep: Class 14 contains 28823 members 
Mstep: Class 15 contains 46301 members 
Mstep: Class 16 contains 43449 members 
Mstep: Class 17 contains 43807 members 
Mstep: Class 18 contains 651 members 
Mstep: Class 19 contains 40084 members 
Mstep: Class 20 contains 43554 members 
Mstep: Class 21 contains 45897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111208552.000000 Penalty: 69443.789062
Iteration 488Q: 22 clusters Score -1.112086e+08 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47455 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 43423 members 
Mstep: Class 7 contains 1344 members 
Mstep: Class 8 contains 47998 members 
Mstep: Class 9 contains 2733 members 
Mstep: Class 10 contains 48601 members 
Mstep: Class 11 contains 41750 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46328 members 
Mstep: Class 14 contains 28804 members 
Mstep: Class 15 contains 46298 members 
Mstep: Class 16 contains 43482 members 
Mstep: Class 17 contains 43801 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 40085 members 
Mstep: Class 20 contains 43555 members 
Mstep: Class 21 contains 45976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111208744.000000 Penalty: 69443.789062
Iteration 489Q: 22 clusters Score -1.112087e+08 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 42611 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47428 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 43489 members 
Mstep: Class 7 contains 1344 members 
Mstep: Class 8 contains 48008 members 
Mstep: Class 9 contains 2732 members 
Mstep: Class 10 contains 48603 members 
Mstep: Class 11 contains 41702 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46303 members 
Mstep: Class 14 contains 28777 members 
Mstep: Class 15 contains 46287 members 
Mstep: Class 16 contains 43509 members 
Mstep: Class 17 contains 43786 members 
Mstep: Class 18 contains 650 members 
Mstep: Class 19 contains 40095 members 
Mstep: Class 20 contains 43586 members 
Mstep: Class 21 contains 46020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111209360.000000 Penalty: 69443.789062
Iteration 490Q: 22 clusters Score -1.112094e+08 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 42559 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47443 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 43584 members 
Mstep: Class 7 contains 1345 members 
Mstep: Class 8 contains 48001 members 
Mstep: Class 9 contains 2732 members 
Mstep: Class 10 contains 48595 members 
Mstep: Class 11 contains 41663 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46289 members 
Mstep: Class 14 contains 28747 members 
Mstep: Class 15 contains 46232 members 
Mstep: Class 16 contains 43569 members 
Mstep: Class 17 contains 43756 members 
Mstep: Class 18 contains 651 members 
Mstep: Class 19 contains 40115 members 
Mstep: Class 20 contains 43560 members 
Mstep: Class 21 contains 46089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111209624.000000 Penalty: 69443.789062
Iteration 491Q: 22 clusters Score -1.112096e+08 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47455 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 43704 members 
Mstep: Class 7 contains 1345 members 
Mstep: Class 8 contains 47971 members 
Mstep: Class 9 contains 2730 members 
Mstep: Class 10 contains 48532 members 
Mstep: Class 11 contains 41617 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46271 members 
Mstep: Class 14 contains 28740 members 
Mstep: Class 15 contains 46184 members 
Mstep: Class 16 contains 43594 members 
Mstep: Class 17 contains 43743 members 
Mstep: Class 18 contains 651 members 
Mstep: Class 19 contains 40154 members 
Mstep: Class 20 contains 43602 members 
Mstep: Class 21 contains 46125 members 
Entering Unmasked Estep 
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Iteration 492Q: 22 clusters Score -1.112099e+08 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47454 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 43833 members 
Mstep: Class 7 contains 1343 members 
Mstep: Class 8 contains 47967 members 
Mstep: Class 9 contains 2726 members 
Mstep: Class 10 contains 48501 members 
Mstep: Class 11 contains 41574 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46264 members 
Mstep: Class 14 contains 28717 members 
Mstep: Class 15 contains 46111 members 
Mstep: Class 16 contains 43600 members 
Mstep: Class 17 contains 43747 members 
Mstep: Class 18 contains 652 members 
Mstep: Class 19 contains 40205 members 
Mstep: Class 20 contains 43648 members 
Mstep: Class 21 contains 46126 members 
Entering Unmasked Estep 
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Score: -111210200.000000 Penalty: 69443.789062
Iteration 493Q: 22 clusters Score -1.112102e+08 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47435 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 43928 members 
Mstep: Class 7 contains 1342 members 
Mstep: Class 8 contains 47972 members 
Mstep: Class 9 contains 2726 members 
Mstep: Class 10 contains 48482 members 
Mstep: Class 11 contains 41518 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46252 members 
Mstep: Class 14 contains 28691 members 
Mstep: Class 15 contains 46069 members 
Mstep: Class 16 contains 43599 members 
Mstep: Class 17 contains 43758 members 
Mstep: Class 18 contains 654 members 
Mstep: Class 19 contains 40257 members 
Mstep: Class 20 contains 43748 members 
Mstep: Class 21 contains 46139 members 
Entering Unmasked Estep 
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Iteration 494Q: 22 clusters Score -1.112105e+08 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 42345 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47426 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44028 members 
Mstep: Class 7 contains 1342 members 
Mstep: Class 8 contains 47968 members 
Mstep: Class 9 contains 2725 members 
Mstep: Class 10 contains 48420 members 
Mstep: Class 11 contains 41449 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46239 members 
Mstep: Class 14 contains 28681 members 
Mstep: Class 15 contains 46065 members 
Mstep: Class 16 contains 43586 members 
Mstep: Class 17 contains 43733 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 40323 members 
Mstep: Class 20 contains 43842 members 
Mstep: Class 21 contains 46102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111210384.000000 Penalty: 69443.789062
Iteration 495Q: 22 clusters Score -1.112104e+08 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 42352 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47436 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44093 members 
Mstep: Class 7 contains 1341 members 
Mstep: Class 8 contains 47986 members 
Mstep: Class 9 contains 2725 members 
Mstep: Class 10 contains 48333 members 
Mstep: Class 11 contains 41372 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46250 members 
Mstep: Class 14 contains 28652 members 
Mstep: Class 15 contains 46035 members 
Mstep: Class 16 contains 43534 members 
Mstep: Class 17 contains 43726 members 
Mstep: Class 18 contains 657 members 
Mstep: Class 19 contains 40366 members 
Mstep: Class 20 contains 43953 members 
Mstep: Class 21 contains 46119 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 496Q: 22 clusters Score -1.112104e+08 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 42369 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47431 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44167 members 
Mstep: Class 7 contains 1342 members 
Mstep: Class 8 contains 47974 members 
Mstep: Class 9 contains 2724 members 
Mstep: Class 10 contains 48197 members 
Mstep: Class 11 contains 41327 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46251 members 
Mstep: Class 14 contains 28623 members 
Mstep: Class 15 contains 46031 members 
Mstep: Class 16 contains 43512 members 
Mstep: Class 17 contains 43684 members 
Mstep: Class 18 contains 657 members 
Mstep: Class 19 contains 40401 members 
Mstep: Class 20 contains 44050 members 
Mstep: Class 21 contains 46190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111210640.000000 Penalty: 69443.789062
Iteration 497Q: 22 clusters Score -1.112106e+08 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 42337 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47409 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44223 members 
Mstep: Class 7 contains 1342 members 
Mstep: Class 8 contains 47959 members 
Mstep: Class 9 contains 2724 members 
Mstep: Class 10 contains 48095 members 
Mstep: Class 11 contains 41297 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46253 members 
Mstep: Class 14 contains 28595 members 
Mstep: Class 15 contains 46043 members 
Mstep: Class 16 contains 43516 members 
Mstep: Class 17 contains 43641 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 40428 members 
Mstep: Class 20 contains 44142 members 
Mstep: Class 21 contains 46270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111210408.000000 Penalty: 69443.789062
Iteration 498Q: 22 clusters Score -1.112104e+08 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47380 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44246 members 
Mstep: Class 7 contains 1341 members 
Mstep: Class 8 contains 47888 members 
Mstep: Class 9 contains 2723 members 
Mstep: Class 10 contains 48011 members 
Mstep: Class 11 contains 41299 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46282 members 
Mstep: Class 14 contains 28567 members 
Mstep: Class 15 contains 46056 members 
Mstep: Class 16 contains 43515 members 
Mstep: Class 17 contains 43611 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 40483 members 
Mstep: Class 20 contains 44240 members 
Mstep: Class 21 contains 46305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111210520.000000 Penalty: 69443.789062
Iteration 499Q: 22 clusters Score -1.112105e+08 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 944 members 
Mstep: Class 3 contains 768 members 
Mstep: Class 4 contains 47359 members 
Mstep: Class 5 contains 445 members 
Mstep: Class 6 contains 44239 members 
Mstep: Class 7 contains 1340 members 
Mstep: Class 8 contains 47833 members 
Mstep: Class 9 contains 2722 members 
Mstep: Class 10 contains 47970 members 
Mstep: Class 11 contains 41290 members 
Mstep: Class 12 contains 764 members 
Mstep: Class 13 contains 46299 members 
Mstep: Class 14 contains 28544 members 
Mstep: Class 15 contains 46059 members 
Mstep: Class 16 contains 43502 members 
Mstep: Class 17 contains 43569 members 
Mstep: Class 18 contains 656 members 
Mstep: Class 19 contains 40518 members 
Mstep: Class 20 contains 44307 members 
Mstep: Class 21 contains 46376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111210408.000000 Penalty: 69443.789062
Iteration 500F: 22 clusters Score -1.112104e+08 nChanged 3045
Maximum iterations exceeded
--- Evaluating fit on full set of 1853663 points ---
Entering Unmasked Estep 
Score: -335461120.000000 Penalty: 75165.367188
20->22 Clusters: Score -335461120.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 617887 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 30792 members 
Mstep: Class 3 contains 30918 members 
Mstep: Class 4 contains 31035 members 
Mstep: Class 5 contains 31187 members 
Mstep: Class 6 contains 30735 members 
Mstep: Class 7 contains 30977 members 
Mstep: Class 8 contains 30944 members 
Mstep: Class 9 contains 30854 members 
Mstep: Class 10 contains 30702 members 
Mstep: Class 11 contains 31088 members 
Mstep: Class 12 contains 30969 members 
Mstep: Class 13 contains 30976 members 
Mstep: Class 14 contains 31237 members 
Mstep: Class 15 contains 30770 members 
Mstep: Class 16 contains 30625 members 
Mstep: Class 17 contains 30825 members 
Mstep: Class 18 contains 30837 members 
Mstep: Class 19 contains 31041 members 
Mstep: Class 20 contains 30593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 1063.369019 but Gain 3306.843750
Score: -105622544.000000 Penalty: 62830.093750
Iteration 0F: 20 clusters Score -1.056225e+08 nChanged 586365
Entering Unmasked Mstep 
Mstep: Class 0 contains 1853 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 36266 members 
Mstep: Class 3 contains 1717 members 
Mstep: Class 4 contains 7330 members 
Mstep: Class 5 contains 288388 members 
Mstep: Class 6 contains 2995 members 
Mstep: Class 7 contains 3626 members 
Mstep: Class 8 contains 4078 members 
Mstep: Class 9 contains 59845 members 
Mstep: Class 11 contains 5193 members 
Mstep: Class 12 contains 9966 members 
Mstep: Class 13 contains 44666 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 28326 members 
Mstep: Class 16 contains 2757 members 
Mstep: Class 17 contains 7808 members 
Mstep: Class 18 contains 32829 members 
Mstep: Class 19 contains 9582 members 
Mstep: Class 20 contains 29929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 486.877319 but Gain 3306.847656
Score: -109767464.000000 Penalty: 59523.246094
Iteration 1F: 19 clusters Score -1.097675e+08 nChanged 239917
Entering Unmasked Mstep 
Mstep: Class 0 contains 1474 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 18444 members 
Mstep: Class 3 contains 2470 members 
Mstep: Class 4 contains 1221 members 
Mstep: Class 5 contains 235003 members 
Mstep: Class 7 contains 602 members 
Mstep: Class 8 contains 835 members 
Mstep: Class 9 contains 129003 members 
Mstep: Class 11 contains 1259 members 
Mstep: Class 12 contains 3149 members 
Mstep: Class 13 contains 54782 members 
Mstep: Class 14 contains 2313 members 
Mstep: Class 15 contains 13964 members 
Mstep: Class 16 contains 1253 members 
Mstep: Class 17 contains 1990 members 
Mstep: Class 18 contains 40565 members 
Mstep: Class 19 contains 6129 members 
Mstep: Class 20 contains 65082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1172.523926 but Gain 3306.847656
Score: -110312480.000000 Penalty: 56216.398438
Iteration 2F: 18 clusters Score -1.103125e+08 nChanged 204936
Entering Unmasked Mstep 
Mstep: Class 0 contains 932 members 
Mstep: Class 1 contains 51979 members 
Mstep: Class 2 contains 19572 members 
Mstep: Class 3 contains 2703 members 
Mstep: Class 4 contains 1125 members 
Mstep: Class 5 contains 140643 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 9 contains 108215 members 
Mstep: Class 11 contains 1330 members 
Mstep: Class 12 contains 2303 members 
Mstep: Class 13 contains 80498 members 
Mstep: Class 14 contains 1458 members 
Mstep: Class 15 contains 16112 members 
Mstep: Class 16 contains 922 members 
Mstep: Class 17 contains 3062 members 
Mstep: Class 18 contains 59256 members 
Mstep: Class 19 contains 5888 members 
Mstep: Class 20 contains 121236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1412.821533 but Gain 3306.843750
Score: -110482936.000000 Penalty: 52909.554688
Iteration 3F: 17 clusters Score -1.104829e+08 nChanged 184445
Entering Unmasked Mstep 
Mstep: Class 0 contains 609 members 
Mstep: Class 1 contains 78574 members 
Mstep: Class 2 contains 23395 members 
Mstep: Class 3 contains 2604 members 
Mstep: Class 4 contains 858 members 
Mstep: Class 5 contains 95542 members 
Mstep: Class 7 contains 923 members 
Mstep: Class 9 contains 77601 members 
Mstep: Class 11 contains 1293 members 
Mstep: Class 12 contains 1852 members 
Mstep: Class 13 contains 115834 members 
Mstep: Class 15 contains 20769 members 
Mstep: Class 16 contains 693 members 
Mstep: Class 17 contains 3218 members 
Mstep: Class 18 contains 95039 members 
Mstep: Class 19 contains 6503 members 
Mstep: Class 20 contains 92580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1737.500366 but Gain 3306.847656
Score: -110633488.000000 Penalty: 49602.707031
Iteration 4F: 16 clusters Score -1.106335e+08 nChanged 162831
Entering Unmasked Mstep 
Mstep: Class 0 contains 445 members 
Mstep: Class 1 contains 115920 members 
Mstep: Class 2 contains 28408 members 
Mstep: Class 3 contains 2340 members 
Mstep: Class 5 contains 89886 members 
Mstep: Class 7 contains 1275 members 
Mstep: Class 9 contains 89052 members 
Mstep: Class 11 contains 1486 members 
Mstep: Class 12 contains 1503 members 
Mstep: Class 13 contains 73027 members 
Mstep: Class 15 contains 25235 members 
Mstep: Class 16 contains 581 members 
Mstep: Class 17 contains 3243 members 
Mstep: Class 18 contains 97086 members 
Mstep: Class 19 contains 7818 members 
Mstep: Class 20 contains 80582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 3033.486816 but Gain 3306.847656
Score: -110682848.000000 Penalty: 46295.859375
Iteration 5F: 15 clusters Score -1.106828e+08 nChanged 133944
Entering Unmasked Mstep 
Mstep: Class 0 contains 337 members 
Mstep: Class 1 contains 92570 members 
Mstep: Class 2 contains 37591 members 
Mstep: Class 3 contains 1957 members 
Mstep: Class 5 contains 89781 members 
Mstep: Class 7 contains 1560 members 
Mstep: Class 9 contains 84036 members 
Mstep: Class 11 contains 1679 members 
Mstep: Class 13 contains 90265 members 
Mstep: Class 15 contains 28868 members 
Mstep: Class 16 contains 563 members 
Mstep: Class 17 contains 3194 members 
Mstep: Class 18 contains 89264 members 
Mstep: Class 19 contains 11370 members 
Mstep: Class 20 contains 84852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110767448.000000 Penalty: 46295.859375
Iteration 6F: 15 clusters Score -1.107674e+08 nChanged 79849
Entering Unmasked Mstep 
Mstep: Class 0 contains 265 members 
Mstep: Class 1 contains 98611 members 
Mstep: Class 2 contains 48430 members 
Mstep: Class 3 contains 1756 members 
Mstep: Class 5 contains 80414 members 
Mstep: Class 7 contains 1701 members 
Mstep: Class 9 contains 80996 members 
Mstep: Class 11 contains 1703 members 
Mstep: Class 13 contains 91794 members 
Mstep: Class 15 contains 29419 members 
Mstep: Class 16 contains 583 members 
Mstep: Class 17 contains 3235 members 
Mstep: Class 18 contains 84572 members 
Mstep: Class 19 contains 16063 members 
Mstep: Class 20 contains 78345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110830504.000000 Penalty: 46295.859375
Iteration 7F: 15 clusters Score -1.108305e+08 nChanged 83910
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 87626 members 
Mstep: Class 2 contains 65549 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 5 contains 80335 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 9 contains 79616 members 
Mstep: Class 11 contains 1668 members 
Mstep: Class 13 contains 85852 members 
Mstep: Class 15 contains 29067 members 
Mstep: Class 16 contains 618 members 
Mstep: Class 17 contains 3237 members 
Mstep: Class 18 contains 82252 members 
Mstep: Class 19 contains 22454 members 
Mstep: Class 20 contains 75994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110897888.000000 Penalty: 46295.859375
Iteration 8F: 15 clusters Score -1.108979e+08 nChanged 79956
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 85906 members 
Mstep: Class 2 contains 86685 members 
Mstep: Class 3 contains 1630 members 
Mstep: Class 5 contains 74065 members 
Mstep: Class 7 contains 1709 members 
Mstep: Class 9 contains 76136 members 
Mstep: Class 11 contains 1664 members 
Mstep: Class 13 contains 79846 members 
Mstep: Class 15 contains 27636 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 3142 members 
Mstep: Class 18 contains 76028 members 
Mstep: Class 19 contains 29537 members 
Mstep: Class 20 contains 73096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110953504.000000 Penalty: 46295.859375
Iteration 9F: 15 clusters Score -1.109535e+08 nChanged 87452
Entering Unmasked Mstep 
Mstep: Class 0 contains 154 members 
Mstep: Class 1 contains 74554 members 
Mstep: Class 2 contains 111928 members 
Mstep: Class 3 contains 1548 members 
Mstep: Class 5 contains 69809 members 
Mstep: Class 7 contains 1695 members 
Mstep: Class 9 contains 71444 members 
Mstep: Class 11 contains 1671 members 
Mstep: Class 13 contains 74930 members 
Mstep: Class 15 contains 26477 members 
Mstep: Class 16 contains 666 members 
Mstep: Class 17 contains 2931 members 
Mstep: Class 18 contains 73468 members 
Mstep: Class 19 contains 37353 members 
Mstep: Class 20 contains 69259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110930880.000000 Penalty: 46295.859375
Iteration 10F: 15 clusters Score -1.109309e+08 nChanged 82268
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 78980 members 
Mstep: Class 2 contains 102336 members 
Mstep: Class 3 contains 1478 members 
Mstep: Class 5 contains 63824 members 
Mstep: Class 7 contains 1656 members 
Mstep: Class 9 contains 71027 members 
Mstep: Class 11 contains 1694 members 
Mstep: Class 13 contains 74733 members 
Mstep: Class 15 contains 30884 members 
Mstep: Class 16 contains 696 members 
Mstep: Class 17 contains 2767 members 
Mstep: Class 18 contains 73490 members 
Mstep: Class 19 contains 46795 members 
Mstep: Class 20 contains 67388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110970400.000000 Penalty: 46295.859375
Iteration 11F: 15 clusters Score -1.109704e+08 nChanged 56858
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 74018 members 
Mstep: Class 2 contains 99255 members 
Mstep: Class 3 contains 1414 members 
Mstep: Class 5 contains 59455 members 
Mstep: Class 7 contains 1594 members 
Mstep: Class 9 contains 70720 members 
Mstep: Class 11 contains 1689 members 
Mstep: Class 13 contains 73581 members 
Mstep: Class 15 contains 33831 members 
Mstep: Class 16 contains 728 members 
Mstep: Class 17 contains 2775 members 
Mstep: Class 18 contains 72813 members 
Mstep: Class 19 contains 58344 members 
Mstep: Class 20 contains 67548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110995336.000000 Penalty: 46295.859375
Iteration 12F: 15 clusters Score -1.109953e+08 nChanged 51152
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 70519 members 
Mstep: Class 2 contains 95667 members 
Mstep: Class 3 contains 1340 members 
Mstep: Class 5 contains 56246 members 
Mstep: Class 7 contains 1530 members 
Mstep: Class 9 contains 68490 members 
Mstep: Class 11 contains 1696 members 
Mstep: Class 13 contains 71409 members 
Mstep: Class 15 contains 36522 members 
Mstep: Class 16 contains 791 members 
Mstep: Class 17 contains 2800 members 
Mstep: Class 18 contains 70667 members 
Mstep: Class 19 contains 73195 members 
Mstep: Class 20 contains 66901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111012792.000000 Penalty: 46295.859375
Iteration 13F: 15 clusters Score -1.110128e+08 nChanged 46284
Entering Unmasked Mstep 
Mstep: Class 0 contains 101 members 
Mstep: Class 1 contains 67040 members 
Mstep: Class 2 contains 93384 members 
Mstep: Class 3 contains 1255 members 
Mstep: Class 5 contains 54531 members 
Mstep: Class 7 contains 1491 members 
Mstep: Class 9 contains 65395 members 
Mstep: Class 11 contains 1711 members 
Mstep: Class 13 contains 68907 members 
Mstep: Class 15 contains 38799 members 
Mstep: Class 16 contains 856 members 
Mstep: Class 17 contains 2844 members 
Mstep: Class 18 contains 68177 members 
Mstep: Class 19 contains 87657 members 
Mstep: Class 20 contains 65739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111015304.000000 Penalty: 46295.859375
Iteration 14F: 15 clusters Score -1.110153e+08 nChanged 44151
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 64240 members 
Mstep: Class 2 contains 91178 members 
Mstep: Class 3 contains 1167 members 
Mstep: Class 5 contains 54641 members 
Mstep: Class 7 contains 1463 members 
Mstep: Class 9 contains 62277 members 
Mstep: Class 11 contains 1726 members 
Mstep: Class 13 contains 66985 members 
Mstep: Class 15 contains 41188 members 
Mstep: Class 16 contains 922 members 
Mstep: Class 17 contains 2870 members 
Mstep: Class 18 contains 67489 members 
Mstep: Class 19 contains 95582 members 
Mstep: Class 20 contains 66068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111014408.000000 Penalty: 46295.859375
Iteration 15F: 15 clusters Score -1.110144e+08 nChanged 36619
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 63963 members 
Mstep: Class 2 contains 89859 members 
Mstep: Class 3 contains 1049 members 
Mstep: Class 5 contains 55956 members 
Mstep: Class 7 contains 1444 members 
Mstep: Class 9 contains 61567 members 
Mstep: Class 11 contains 1741 members 
Mstep: Class 13 contains 66125 members 
Mstep: Class 15 contains 43675 members 
Mstep: Class 16 contains 1019 members 
Mstep: Class 17 contains 2900 members 
Mstep: Class 18 contains 68122 members 
Mstep: Class 19 contains 92652 members 
Mstep: Class 20 contains 67731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111022536.000000 Penalty: 46295.859375
Iteration 16F: 15 clusters Score -1.110225e+08 nChanged 24709
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 63639 members 
Mstep: Class 2 contains 89643 members 
Mstep: Class 3 contains 949 members 
Mstep: Class 5 contains 57202 members 
Mstep: Class 7 contains 1425 members 
Mstep: Class 9 contains 61732 members 
Mstep: Class 11 contains 1757 members 
Mstep: Class 13 contains 65749 members 
Mstep: Class 15 contains 45806 members 
Mstep: Class 16 contains 1105 members 
Mstep: Class 17 contains 2946 members 
Mstep: Class 18 contains 68293 members 
Mstep: Class 19 contains 88817 members 
Mstep: Class 20 contains 68744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111028264.000000 Penalty: 46295.859375
Iteration 17Q: 15 clusters Score -1.110283e+08 nChanged 20157
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 63131 members 
Mstep: Class 2 contains 89109 members 
Mstep: Class 3 contains 889 members 
Mstep: Class 5 contains 58491 members 
Mstep: Class 7 contains 1414 members 
Mstep: Class 9 contains 61686 members 
Mstep: Class 11 contains 1770 members 
Mstep: Class 13 contains 65675 members 
Mstep: Class 15 contains 47880 members 
Mstep: Class 16 contains 1170 members 
Mstep: Class 17 contains 2977 members 
Mstep: Class 18 contains 68115 members 
Mstep: Class 19 contains 86170 members 
Mstep: Class 20 contains 69339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111032328.000000 Penalty: 46295.859375
Iteration 18Q: 15 clusters Score -1.110323e+08 nChanged 17831
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 62557 members 
Mstep: Class 2 contains 88644 members 
Mstep: Class 3 contains 856 members 
Mstep: Class 5 contains 59623 members 
Mstep: Class 7 contains 1410 members 
Mstep: Class 9 contains 61719 members 
Mstep: Class 11 contains 1771 members 
Mstep: Class 13 contains 65719 members 
Mstep: Class 15 contains 49888 members 
Mstep: Class 16 contains 1201 members 
Mstep: Class 17 contains 3028 members 
Mstep: Class 18 contains 67889 members 
Mstep: Class 19 contains 83597 members 
Mstep: Class 20 contains 69914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111036888.000000 Penalty: 46295.859375
Iteration 19Q: 15 clusters Score -1.110369e+08 nChanged 15757
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 61924 members 
Mstep: Class 2 contains 87914 members 
Mstep: Class 3 contains 848 members 
Mstep: Class 5 contains 60692 members 
Mstep: Class 7 contains 1425 members 
Mstep: Class 9 contains 61505 members 
Mstep: Class 11 contains 1770 members 
Mstep: Class 13 contains 65768 members 
Mstep: Class 15 contains 51847 members 
Mstep: Class 16 contains 1197 members 
Mstep: Class 17 contains 3079 members 
Mstep: Class 18 contains 67493 members 
Mstep: Class 19 contains 81798 members 
Mstep: Class 20 contains 70556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111041760.000000 Penalty: 46295.859375
Iteration 20F: 15 clusters Score -1.110418e+08 nChanged 14645
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 61282 members 
Mstep: Class 2 contains 87334 members 
Mstep: Class 3 contains 785 members 
Mstep: Class 5 contains 61554 members 
Mstep: Class 7 contains 1434 members 
Mstep: Class 9 contains 61167 members 
Mstep: Class 11 contains 1769 members 
Mstep: Class 13 contains 65763 members 
Mstep: Class 15 contains 53772 members 
Mstep: Class 16 contains 1262 members 
Mstep: Class 17 contains 3145 members 
Mstep: Class 18 contains 67011 members 
Mstep: Class 19 contains 80317 members 
Mstep: Class 20 contains 71231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111046280.000000 Penalty: 46295.859375
Iteration 21Q: 15 clusters Score -1.110463e+08 nChanged 13478
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 60699 members 
Mstep: Class 2 contains 86673 members 
Mstep: Class 3 contains 751 members 
Mstep: Class 5 contains 62257 members 
Mstep: Class 7 contains 1443 members 
Mstep: Class 9 contains 60828 members 
Mstep: Class 11 contains 1770 members 
Mstep: Class 13 contains 65781 members 
Mstep: Class 15 contains 55663 members 
Mstep: Class 16 contains 1297 members 
Mstep: Class 17 contains 3214 members 
Mstep: Class 18 contains 66477 members 
Mstep: Class 19 contains 79055 members 
Mstep: Class 20 contains 71926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111050224.000000 Penalty: 46295.859375
Iteration 22Q: 15 clusters Score -1.110502e+08 nChanged 12835
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 60192 members 
Mstep: Class 2 contains 85992 members 
Mstep: Class 3 contains 735 members 
Mstep: Class 5 contains 63014 members 
Mstep: Class 7 contains 1459 members 
Mstep: Class 9 contains 60462 members 
Mstep: Class 11 contains 1767 members 
Mstep: Class 13 contains 65797 members 
Mstep: Class 15 contains 57598 members 
Mstep: Class 16 contains 1303 members 
Mstep: Class 17 contains 3294 members 
Mstep: Class 18 contains 65827 members 
Mstep: Class 19 contains 77853 members 
Mstep: Class 20 contains 72541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111053104.000000 Penalty: 46295.859375
Iteration 23Q: 15 clusters Score -1.110531e+08 nChanged 12319
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 59658 members 
Mstep: Class 2 contains 85126 members 
Mstep: Class 3 contains 727 members 
Mstep: Class 5 contains 63756 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 9 contains 60096 members 
Mstep: Class 11 contains 1767 members 
Mstep: Class 13 contains 65802 members 
Mstep: Class 15 contains 59635 members 
Mstep: Class 16 contains 1305 members 
Mstep: Class 17 contains 3369 members 
Mstep: Class 18 contains 65172 members 
Mstep: Class 19 contains 76763 members 
Mstep: Class 20 contains 73179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111055432.000000 Penalty: 46295.859375
Iteration 24Q: 15 clusters Score -1.110554e+08 nChanged 12120
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 59082 members 
Mstep: Class 2 contains 84020 members 
Mstep: Class 3 contains 726 members 
Mstep: Class 5 contains 64470 members 
Mstep: Class 7 contains 1495 members 
Mstep: Class 9 contains 59786 members 
Mstep: Class 11 contains 1764 members 
Mstep: Class 13 contains 65755 members 
Mstep: Class 15 contains 61901 members 
Mstep: Class 16 contains 1303 members 
Mstep: Class 17 contains 3448 members 
Mstep: Class 18 contains 64616 members 
Mstep: Class 19 contains 75765 members 
Mstep: Class 20 contains 73703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111058416.000000 Penalty: 46295.859375
Iteration 25Q: 15 clusters Score -1.110584e+08 nChanged 12075
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 58557 members 
Mstep: Class 2 contains 82926 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 5 contains 65116 members 
Mstep: Class 7 contains 1505 members 
Mstep: Class 9 contains 59444 members 
Mstep: Class 11 contains 1760 members 
Mstep: Class 13 contains 65713 members 
Mstep: Class 15 contains 64417 members 
Mstep: Class 16 contains 1303 members 
Mstep: Class 17 contains 3537 members 
Mstep: Class 18 contains 63990 members 
Mstep: Class 19 contains 74776 members 
Mstep: Class 20 contains 74065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111061712.000000 Penalty: 46295.859375
Iteration 26Q: 15 clusters Score -1.110617e+08 nChanged 12115
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 58024 members 
Mstep: Class 2 contains 81816 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 5 contains 65665 members 
Mstep: Class 7 contains 1516 members 
Mstep: Class 9 contains 59190 members 
Mstep: Class 11 contains 1758 members 
Mstep: Class 13 contains 65616 members 
Mstep: Class 15 contains 67100 members 
Mstep: Class 16 contains 1304 members 
Mstep: Class 17 contains 3658 members 
Mstep: Class 18 contains 63319 members 
Mstep: Class 19 contains 73829 members 
Mstep: Class 20 contains 74314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111065440.000000 Penalty: 46295.859375
Iteration 27Q: 15 clusters Score -1.110654e+08 nChanged 12407
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 57476 members 
Mstep: Class 2 contains 80729 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 5 contains 66189 members 
Mstep: Class 7 contains 1535 members 
Mstep: Class 9 contains 58869 members 
Mstep: Class 11 contains 1758 members 
Mstep: Class 13 contains 65461 members 
Mstep: Class 15 contains 69962 members 
Mstep: Class 16 contains 1304 members 
Mstep: Class 17 contains 3790 members 
Mstep: Class 18 contains 62571 members 
Mstep: Class 19 contains 72976 members 
Mstep: Class 20 contains 74489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111068104.000000 Penalty: 46295.859375
Iteration 28Q: 15 clusters Score -1.110681e+08 nChanged 12712
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 56876 members 
Mstep: Class 2 contains 79122 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 5 contains 66506 members 
Mstep: Class 7 contains 1565 members 
Mstep: Class 9 contains 58674 members 
Mstep: Class 11 contains 1755 members 
Mstep: Class 13 contains 65295 members 
Mstep: Class 15 contains 73356 members 
Mstep: Class 16 contains 1305 members 
Mstep: Class 17 contains 3941 members 
Mstep: Class 18 contains 61779 members 
Mstep: Class 19 contains 72202 members 
Mstep: Class 20 contains 74733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111071056.000000 Penalty: 46295.859375
Iteration 29Q: 15 clusters Score -1.110711e+08 nChanged 12892
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 56259 members 
Mstep: Class 2 contains 77258 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 5 contains 66688 members 
Mstep: Class 7 contains 1583 members 
Mstep: Class 9 contains 58547 members 
Mstep: Class 11 contains 1757 members 
Mstep: Class 13 contains 65123 members 
Mstep: Class 15 contains 77092 members 
Mstep: Class 16 contains 1307 members 
Mstep: Class 17 contains 4142 members 
Mstep: Class 18 contains 61103 members 
Mstep: Class 19 contains 71486 members 
Mstep: Class 20 contains 74764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111074168.000000 Penalty: 46295.859375
Iteration 30Q: 15 clusters Score -1.110742e+08 nChanged 13371
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 55704 members 
Mstep: Class 2 contains 75133 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 5 contains 66796 members 
Mstep: Class 7 contains 1612 members 
Mstep: Class 9 contains 58361 members 
Mstep: Class 11 contains 1756 members 
Mstep: Class 13 contains 64860 members 
Mstep: Class 15 contains 81410 members 
Mstep: Class 16 contains 1309 members 
Mstep: Class 17 contains 4351 members 
Mstep: Class 18 contains 60419 members 
Mstep: Class 19 contains 70694 members 
Mstep: Class 20 contains 74704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111078552.000000 Penalty: 46295.859375
Iteration 31Q: 15 clusters Score -1.110786e+08 nChanged 14599
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 55151 members 
Mstep: Class 2 contains 72917 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 5 contains 66674 members 
Mstep: Class 7 contains 1643 members 
Mstep: Class 9 contains 58149 members 
Mstep: Class 11 contains 1757 members 
Mstep: Class 13 contains 64448 members 
Mstep: Class 15 contains 86315 members 
Mstep: Class 16 contains 1314 members 
Mstep: Class 17 contains 4657 members 
Mstep: Class 18 contains 59655 members 
Mstep: Class 19 contains 69879 members 
Mstep: Class 20 contains 74550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111080376.000000 Penalty: 46295.859375
Iteration 32Q: 15 clusters Score -1.110804e+08 nChanged 16913
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 54729 members 
Mstep: Class 2 contains 70331 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 5 contains 66353 members 
Mstep: Class 7 contains 1686 members 
Mstep: Class 9 contains 57643 members 
Mstep: Class 11 contains 1757 members 
Mstep: Class 13 contains 63941 members 
Mstep: Class 15 contains 91928 members 
Mstep: Class 16 contains 1318 members 
Mstep: Class 17 contains 5031 members 
Mstep: Class 18 contains 58965 members 
Mstep: Class 19 contains 68949 members 
Mstep: Class 20 contains 74478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111075392.000000 Penalty: 46295.859375
Iteration 33Q: 15 clusters Score -1.110754e+08 nChanged 20561
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 54402 members 
Mstep: Class 2 contains 67571 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 5 contains 65953 members 
Mstep: Class 7 contains 1738 members 
Mstep: Class 9 contains 57100 members 
Mstep: Class 11 contains 1761 members 
Mstep: Class 13 contains 63864 members 
Mstep: Class 15 contains 96390 members 
Mstep: Class 16 contains 1319 members 
Mstep: Class 17 contains 5610 members 
Mstep: Class 18 contains 58677 members 
Mstep: Class 19 contains 68304 members 
Mstep: Class 20 contains 74420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111067680.000000 Penalty: 46295.859375
Iteration 34Q: 15 clusters Score -1.110677e+08 nChanged 19759
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 54126 members 
Mstep: Class 2 contains 65932 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 5 contains 65831 members 
Mstep: Class 7 contains 1807 members 
Mstep: Class 9 contains 56847 members 
Mstep: Class 11 contains 1768 members 
Mstep: Class 13 contains 64157 members 
Mstep: Class 15 contains 97722 members 
Mstep: Class 16 contains 1322 members 
Mstep: Class 17 contains 6354 members 
Mstep: Class 18 contains 58731 members 
Mstep: Class 19 contains 67992 members 
Mstep: Class 20 contains 74520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111065136.000000 Penalty: 46295.859375
Iteration 35Q: 15 clusters Score -1.110651e+08 nChanged 16134
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 54012 members 
Mstep: Class 2 contains 65419 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 5 contains 65808 members 
Mstep: Class 7 contains 1909 members 
Mstep: Class 9 contains 56912 members 
Mstep: Class 11 contains 1771 members 
Mstep: Class 13 contains 64493 members 
Mstep: Class 15 contains 97542 members 
Mstep: Class 16 contains 1324 members 
Mstep: Class 17 contains 7038 members 
Mstep: Class 18 contains 58704 members 
Mstep: Class 19 contains 67652 members 
Mstep: Class 20 contains 74525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111065672.000000 Penalty: 46295.859375
Iteration 36Q: 15 clusters Score -1.110657e+08 nChanged 13705
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 53854 members 
Mstep: Class 2 contains 65469 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 5 contains 65751 members 
Mstep: Class 7 contains 2014 members 
Mstep: Class 9 contains 57112 members 
Mstep: Class 11 contains 1776 members 
Mstep: Class 13 contains 64787 members 
Mstep: Class 15 contains 96881 members 
Mstep: Class 16 contains 1332 members 
Mstep: Class 17 contains 7686 members 
Mstep: Class 18 contains 58607 members 
Mstep: Class 19 contains 67289 members 
Mstep: Class 20 contains 74551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111066824.000000 Penalty: 46295.859375
Iteration 37Q: 15 clusters Score -1.110668e+08 nChanged 12241
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 53670 members 
Mstep: Class 2 contains 65527 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 5 contains 65875 members 
Mstep: Class 7 contains 2117 members 
Mstep: Class 9 contains 57134 members 
Mstep: Class 11 contains 1779 members 
Mstep: Class 13 contains 65000 members 
Mstep: Class 15 contains 96425 members 
Mstep: Class 16 contains 1344 members 
Mstep: Class 17 contains 8296 members 
Mstep: Class 18 contains 58531 members 
Mstep: Class 19 contains 66915 members 
Mstep: Class 20 contains 74496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111068136.000000 Penalty: 46295.859375
Iteration 38Q: 15 clusters Score -1.110681e+08 nChanged 11517
Entering ConstructFrom: 
Score: -111068136.000000 Penalty: 46295.859375
Entering ConstructFrom: 
Trying to split cluster 1 (53580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53580 members 
Entering Unmasked Estep 
Score: -9832086.000000 Penalty: 2700.455078
	Iteration 0F: 2 clusters Score -9832086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -9804466.000000 Penalty: 5400.910156
	Iteration 0F: 3 clusters Score -9804466 nChanged 24835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -9818257.000000 Penalty: 5400.910156
	Iteration 1F: 3 clusters Score -9818257 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -9818981.000000 Penalty: 5400.910156
	Iteration 2Q: 3 clusters Score -9818981 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -9819816.000000 Penalty: 5400.910156
	Iteration 3Q: 3 clusters Score -9819816 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -9820912.000000 Penalty: 5400.910156
	Iteration 4Q: 3 clusters Score -9820912 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -9822297.000000 Penalty: 5400.910156
	Iteration 5Q: 3 clusters Score -9822297 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -9824241.000000 Penalty: 5400.910156
	Iteration 6F: 3 clusters Score -9824241 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -9826863.000000 Penalty: 5400.910156
	Iteration 7F: 3 clusters Score -9826863 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -9829825.000000 Penalty: 5400.910156
	Iteration 8F: 3 clusters Score -9829825 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 32106 members 
Entering Unmasked Estep 
Score: -9832062.000000 Penalty: 5400.910156
	Iteration 9F: 3 clusters Score -9832062 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -9833133.000000 Penalty: 5400.910156
	Iteration 10Q: 3 clusters Score -9833133 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 33394 members 
Entering Unmasked Estep 
Score: -9833527.000000 Penalty: 5400.910156
	Iteration 11Q: 3 clusters Score -9833527 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
Score: -9833807.000000 Penalty: 5400.910156
	Iteration 12Q: 3 clusters Score -9833807 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 34696 members 
Entering Unmasked Estep 
Score: -9834029.000000 Penalty: 5400.910156
	Iteration 13Q: 3 clusters Score -9834029 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -9834244.000000 Penalty: 5400.910156
	Iteration 14Q: 3 clusters Score -9834244 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 35933 members 
Entering Unmasked Estep 
Score: -9834447.000000 Penalty: 5400.910156
	Iteration 15Q: 3 clusters Score -9834447 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -9834632.000000 Penalty: 5400.910156
	Iteration 16Q: 3 clusters Score -9834632 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -9834786.000000 Penalty: 5400.910156
	Iteration 17Q: 3 clusters Score -9834786 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
Score: -9834948.000000 Penalty: 5400.910156
	Iteration 18Q: 3 clusters Score -9834948 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -9835077.000000 Penalty: 5400.910156
	Iteration 19Q: 3 clusters Score -9835077 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 38901 members 
Entering Unmasked Estep 
Score: -9835205.000000 Penalty: 5400.910156
	Iteration 20F: 3 clusters Score -9835205 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -9835296.000000 Penalty: 5400.910156
	Iteration 21Q: 3 clusters Score -9835296 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -9835407.000000 Penalty: 5400.910156
	Iteration 22Q: 3 clusters Score -9835407 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 40570 members 
Entering Unmasked Estep 
Score: -9835506.000000 Penalty: 5400.910156
	Iteration 23Q: 3 clusters Score -9835506 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 41052 members 
Entering Unmasked Estep 
Score: -9835607.000000 Penalty: 5400.910156
	Iteration 24Q: 3 clusters Score -9835607 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 41581 members 
Entering Unmasked Estep 
Score: -9835705.000000 Penalty: 5400.910156
	Iteration 25Q: 3 clusters Score -9835705 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -9835761.000000 Penalty: 5400.910156
	Iteration 26Q: 3 clusters Score -9835761 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 42745 members 
Entering Unmasked Estep 
Score: -9835826.000000 Penalty: 5400.910156
	Iteration 27Q: 3 clusters Score -9835826 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 43291 members 
Entering Unmasked Estep 
Score: -9835807.000000 Penalty: 5400.910156
	Iteration 28Q: 3 clusters Score -9835807 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 43860 members 
Entering Unmasked Estep 
Score: -9835753.000000 Penalty: 5400.910156
	Iteration 29Q: 3 clusters Score -9835753 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -9835646.000000 Penalty: 5400.910156
	Iteration 30Q: 3 clusters Score -9835646 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -9835589.000000 Penalty: 5400.910156
	Iteration 31Q: 3 clusters Score -9835589 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 45417 members 
Entering Unmasked Estep 
Score: -9835432.000000 Penalty: 5400.910156
	Iteration 32Q: 3 clusters Score -9835432 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 45862 members 
Entering Unmasked Estep 
Score: -9835232.000000 Penalty: 5400.910156
	Iteration 33Q: 3 clusters Score -9835232 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 46281 members 
Entering Unmasked Estep 
Score: -9834979.000000 Penalty: 5400.910156
	Iteration 34Q: 3 clusters Score -9834979 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 46677 members 
Entering Unmasked Estep 
Score: -9834750.000000 Penalty: 5400.910156
	Iteration 35Q: 3 clusters Score -9834750 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 47051 members 
Entering Unmasked Estep 
Score: -9834555.000000 Penalty: 5400.910156
	Iteration 36Q: 3 clusters Score -9834555 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 47397 members 
Entering Unmasked Estep 
Score: -9834378.000000 Penalty: 5400.910156
	Iteration 37Q: 3 clusters Score -9834378 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 47729 members 
Entering Unmasked Estep 
Score: -9834134.000000 Penalty: 5400.910156
	Iteration 38Q: 3 clusters Score -9834134 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 48027 members 
Entering Unmasked Estep 
Score: -9833901.000000 Penalty: 5400.910156
	Iteration 39Q: 3 clusters Score -9833901 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 48297 members 
Entering Unmasked Estep 
Score: -9833776.000000 Penalty: 5400.910156
	Iteration 40F: 3 clusters Score -9833776 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 48539 members 
Entering Unmasked Estep 
Score: -9833622.000000 Penalty: 5400.910156
	Iteration 41Q: 3 clusters Score -9833622 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 48754 members 
Entering Unmasked Estep 
Score: -9833448.000000 Penalty: 5400.910156
	Iteration 42Q: 3 clusters Score -9833448 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 48954 members 
Entering Unmasked Estep 
Score: -9833361.000000 Penalty: 5400.910156
	Iteration 43Q: 3 clusters Score -9833361 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 49151 members 
Entering Unmasked Estep 
Score: -9833318.000000 Penalty: 5400.910156
	Iteration 44Q: 3 clusters Score -9833318 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 49341 members 
Entering Unmasked Estep 
Score: -9833181.000000 Penalty: 5400.910156
	Iteration 45Q: 3 clusters Score -9833181 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 49490 members 
Entering Unmasked Estep 
Score: -9833109.000000 Penalty: 5400.910156
	Iteration 46Q: 3 clusters Score -9833109 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 49624 members 
Entering Unmasked Estep 
Score: -9833043.000000 Penalty: 5400.910156
	Iteration 47Q: 3 clusters Score -9833043 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 49750 members 
Entering Unmasked Estep 
Score: -9832959.000000 Penalty: 5400.910156
	Iteration 48Q: 3 clusters Score -9832959 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 49843 members 
Entering Unmasked Estep 
Score: -9832870.000000 Penalty: 5400.910156
	Iteration 49Q: 3 clusters Score -9832870 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 49918 members 
Entering Unmasked Estep 
Score: -9832810.000000 Penalty: 5400.910156
	Iteration 50Q: 3 clusters Score -9832810 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 49972 members 
Entering Unmasked Estep 
Score: -9832750.000000 Penalty: 5400.910156
	Iteration 51Q: 3 clusters Score -9832750 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 50018 members 
Entering Unmasked Estep 
Score: -9832726.000000 Penalty: 5400.910156
	Iteration 52Q: 3 clusters Score -9832726 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 50066 members 
Entering Unmasked Estep 
Score: -9832695.000000 Penalty: 5400.910156
	Iteration 53Q: 3 clusters Score -9832695 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 50109 members 
Entering Unmasked Estep 
Score: -9832672.000000 Penalty: 5400.910156
	Iteration 54Q: 3 clusters Score -9832672 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 50156 members 
Entering Unmasked Estep 
Score: -9832650.000000 Penalty: 5400.910156
	Iteration 55Q: 3 clusters Score -9832650 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 50197 members 
Entering Unmasked Estep 
Score: -9832596.000000 Penalty: 5400.910156
	Iteration 56Q: 3 clusters Score -9832596 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 50239 members 
Entering Unmasked Estep 
Score: -9832565.000000 Penalty: 5400.910156
	Iteration 57Q: 3 clusters Score -9832565 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 50287 members 
Entering Unmasked Estep 
Score: -9832540.000000 Penalty: 5400.910156
	Iteration 58Q: 3 clusters Score -9832540 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 50337 members 
Entering Unmasked Estep 
Score: -9832486.000000 Penalty: 5400.910156
	Iteration 59Q: 3 clusters Score -9832486 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 50397 members 
Entering Unmasked Estep 
Score: -9832456.000000 Penalty: 5400.910156
	Iteration 60F: 3 clusters Score -9832456 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 50450 members 
Entering Unmasked Estep 
Score: -9832415.000000 Penalty: 5400.910156
	Iteration 61Q: 3 clusters Score -9832415 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 50499 members 
Entering Unmasked Estep 
Score: -9832364.000000 Penalty: 5400.910156
	Iteration 62Q: 3 clusters Score -9832364 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 50543 members 
Entering Unmasked Estep 
Score: -9832318.000000 Penalty: 5400.910156
	Iteration 63Q: 3 clusters Score -9832318 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 50579 members 
Entering Unmasked Estep 
Score: -9832290.000000 Penalty: 5400.910156
	Iteration 64Q: 3 clusters Score -9832290 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 50619 members 
Entering Unmasked Estep 
Score: -9832277.000000 Penalty: 5400.910156
	Iteration 65Q: 3 clusters Score -9832277 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 50654 members 
Entering Unmasked Estep 
Score: -9832250.000000 Penalty: 5400.910156
	Iteration 66Q: 3 clusters Score -9832250 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 50686 members 
Entering Unmasked Estep 
Score: -9832217.000000 Penalty: 5400.910156
	Iteration 67Q: 3 clusters Score -9832217 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 50712 members 
Entering Unmasked Estep 
Score: -9832211.000000 Penalty: 5400.910156
	Iteration 68Q: 3 clusters Score -9832211 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 50735 members 
Entering Unmasked Estep 
Score: -9832192.000000 Penalty: 5400.910156
	Iteration 69Q: 3 clusters Score -9832192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 50755 members 
Entering Unmasked Estep 
Score: -9832182.000000 Penalty: 5400.910156
	Iteration 70Q: 3 clusters Score -9832182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 50778 members 
Entering Unmasked Estep 
Score: -9832177.000000 Penalty: 5400.910156
	Iteration 71Q: 3 clusters Score -9832177 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 50804 members 
Entering Unmasked Estep 
Score: -9832159.000000 Penalty: 5400.910156
	Iteration 72Q: 3 clusters Score -9832159 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 50836 members 
Entering Unmasked Estep 
Score: -9832134.000000 Penalty: 5400.910156
	Iteration 73Q: 3 clusters Score -9832134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 50860 members 
Entering Unmasked Estep 
Score: -9832123.000000 Penalty: 5400.910156
	Iteration 74Q: 3 clusters Score -9832123 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 50882 members 
Entering Unmasked Estep 
Score: -9832114.000000 Penalty: 5400.910156
	Iteration 75Q: 3 clusters Score -9832114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 50904 members 
Entering Unmasked Estep 
Score: -9832099.000000 Penalty: 5400.910156
	Iteration 76Q: 3 clusters Score -9832099 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 50921 members 
Entering Unmasked Estep 
Score: -9832102.000000 Penalty: 5400.910156
	Iteration 77Q: 3 clusters Score -9832102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 50936 members 
Entering Unmasked Estep 
Score: -9832099.000000 Penalty: 5400.910156
	Iteration 78Q: 3 clusters Score -9832099 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 50952 members 
Entering Unmasked Estep 
Score: -9832102.000000 Penalty: 5400.910156
	Iteration 79Q: 3 clusters Score -9832102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 50972 members 
Entering Unmasked Estep 
Score: -9832097.000000 Penalty: 5400.910156
	Iteration 80F: 3 clusters Score -9832097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 50991 members 
Entering Unmasked Estep 
Score: -9832087.000000 Penalty: 5400.910156
	Iteration 81Q: 3 clusters Score -9832087 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 51015 members 
Entering Unmasked Estep 
Score: -9832064.000000 Penalty: 5400.910156
	Iteration 82Q: 3 clusters Score -9832064 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 51042 members 
Entering Unmasked Estep 
Score: -9832052.000000 Penalty: 5400.910156
	Iteration 83Q: 3 clusters Score -9832052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 51064 members 
Entering Unmasked Estep 
Score: -9832026.000000 Penalty: 5400.910156
	Iteration 84Q: 3 clusters Score -9832026 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 51091 members 
Entering Unmasked Estep 
Score: -9832015.000000 Penalty: 5400.910156
	Iteration 85Q: 3 clusters Score -9832015 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 51110 members 
Entering Unmasked Estep 
Score: -9831988.000000 Penalty: 5400.910156
	Iteration 86Q: 3 clusters Score -9831988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 51128 members 
Entering Unmasked Estep 
Score: -9831987.000000 Penalty: 5400.910156
	Iteration 87Q: 3 clusters Score -9831987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 51142 members 
Entering Unmasked Estep 
Score: -9831966.000000 Penalty: 5400.910156
	Iteration 88Q: 3 clusters Score -9831966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 51155 members 
Entering Unmasked Estep 
Score: -9831963.000000 Penalty: 5400.910156
	Iteration 89Q: 3 clusters Score -9831963 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 51177 members 
Entering Unmasked Estep 
Score: -9831935.000000 Penalty: 5400.910156
	Iteration 90Q: 3 clusters Score -9831935 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 51206 members 
Entering Unmasked Estep 
Score: -9831957.000000 Penalty: 5400.910156
	Iteration 91Q: 3 clusters Score -9831957 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 51236 members 
Entering Unmasked Estep 
Score: -9831929.000000 Penalty: 5400.910156
	Iteration 92Q: 3 clusters Score -9831929 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 51261 members 
Entering Unmasked Estep 
Score: -9831918.000000 Penalty: 5400.910156
	Iteration 93Q: 3 clusters Score -9831918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 51278 members 
Entering Unmasked Estep 
Score: -9831888.000000 Penalty: 5400.910156
	Iteration 94Q: 3 clusters Score -9831888 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 51305 members 
Entering Unmasked Estep 
Score: -9831875.000000 Penalty: 5400.910156
	Iteration 95Q: 3 clusters Score -9831875 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 51336 members 
Entering Unmasked Estep 
Score: -9831851.000000 Penalty: 5400.910156
	Iteration 96Q: 3 clusters Score -9831851 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 51366 members 
Entering Unmasked Estep 
Score: -9831826.000000 Penalty: 5400.910156
	Iteration 97Q: 3 clusters Score -9831826 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 51391 members 
Entering Unmasked Estep 
Score: -9831809.000000 Penalty: 5400.910156
	Iteration 98Q: 3 clusters Score -9831809 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 51415 members 
Entering Unmasked Estep 
Score: -9831787.000000 Penalty: 5400.910156
	Iteration 99Q: 3 clusters Score -9831787 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 51435 members 
Entering Unmasked Estep 
Score: -9831788.000000 Penalty: 5400.910156
	Iteration 100F: 3 clusters Score -9831788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 51450 members 
Entering Unmasked Estep 
Score: -9831790.000000 Penalty: 5400.910156
	Iteration 101Q: 3 clusters Score -9831790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 51465 members 
Entering Unmasked Estep 
Score: -9831799.000000 Penalty: 5400.910156
	Iteration 102Q: 3 clusters Score -9831799 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 51484 members 
Entering Unmasked Estep 
Score: -9831770.000000 Penalty: 5400.910156
	Iteration 103Q: 3 clusters Score -9831770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 51504 members 
Entering Unmasked Estep 
Score: -9831756.000000 Penalty: 5400.910156
	Iteration 104Q: 3 clusters Score -9831756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 51515 members 
Entering Unmasked Estep 
Score: -9831739.000000 Penalty: 5400.910156
	Iteration 105Q: 3 clusters Score -9831739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 51520 members 
Entering Unmasked Estep 
Score: -9831735.000000 Penalty: 5400.910156
	Iteration 106Q: 3 clusters Score -9831735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 51523 members 
Entering Unmasked Estep 
Score: -9831736.000000 Penalty: 5400.910156
	Iteration 107Q: 3 clusters Score -9831736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 51527 members 
Entering Unmasked Estep 
Score: -9831735.000000 Penalty: 5400.910156
	Iteration 108Q: 3 clusters Score -9831735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 51529 members 
Entering Unmasked Estep 
Score: -9831729.000000 Penalty: 5400.910156
	Iteration 109Q: 3 clusters Score -9831729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 51532 members 
Entering Unmasked Estep 
Score: -9831734.000000 Penalty: 5400.910156
	Iteration 110Q: 3 clusters Score -9831734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 51536 members 
Entering Unmasked Estep 
Score: -9831727.000000 Penalty: 5400.910156
	Iteration 111Q: 3 clusters Score -9831727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 51538 members 
Entering Unmasked Estep 
Score: -9831729.000000 Penalty: 5400.910156
	Iteration 112Q: 3 clusters Score -9831729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 51539 members 
Entering Unmasked Estep 
Score: -9831727.000000 Penalty: 5400.910156
	Iteration 113Q: 3 clusters Score -9831727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 51540 members 
Entering Unmasked Estep 
Score: -9831726.000000 Penalty: 5400.910156
	Iteration 114Q: 3 clusters Score -9831726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 51542 members 
Entering Unmasked Estep 
Score: -9831726.000000 Penalty: 5400.910156
	Iteration 115Q: 3 clusters Score -9831726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 51544 members 
Entering Unmasked Estep 
Score: -9831728.000000 Penalty: 5400.910156
	Iteration 116Q: 3 clusters Score -9831728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 51546 members 
Entering Unmasked Estep 
Score: -9831726.000000 Penalty: 5400.910156
	Iteration 117Q: 3 clusters Score -9831726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 51552 members 
Entering Unmasked Estep 
Score: -9831731.000000 Penalty: 5400.910156
	Iteration 118Q: 3 clusters Score -9831731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 51558 members 
Entering Unmasked Estep 
Score: -9831735.000000 Penalty: 5400.910156
	Iteration 119Q: 3 clusters Score -9831735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 51561 members 
Entering Unmasked Estep 
Score: -9831724.000000 Penalty: 5400.910156
	Iteration 120F: 3 clusters Score -9831724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 51562 members 
Entering Unmasked Estep 
Score: -9831726.000000 Penalty: 5400.910156
	Iteration 121Q: 3 clusters Score -9831726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 51563 members 
Entering Unmasked Estep 
Score: -9831719.000000 Penalty: 5400.910156
	Iteration 122Q: 3 clusters Score -9831719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 51564 members 
Entering Unmasked Estep 
Score: -9831721.000000 Penalty: 5400.910156
	Iteration 123Q: 3 clusters Score -9831721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 51566 members 
Entering Unmasked Estep 
Score: -9831722.000000 Penalty: 5400.910156
	Iteration 124Q: 3 clusters Score -9831722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 51567 members 
Entering Unmasked Estep 
Score: -9831718.000000 Penalty: 5400.910156
	Iteration 125Q: 3 clusters Score -9831718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 51568 members 
Entering Unmasked Estep 
Score: -9831716.000000 Penalty: 5400.910156
	Iteration 126Q: 3 clusters Score -9831716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 51569 members 
Entering Unmasked Estep 
Score: -9831714.000000 Penalty: 5400.910156
	Iteration 127Q: 3 clusters Score -9831714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 51572 members 
Entering Unmasked Estep 
Score: -9831710.000000 Penalty: 5400.910156
	Iteration 128Q: 3 clusters Score -9831710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 51573 members 
Entering Unmasked Estep 
Score: -9831714.000000 Penalty: 5400.910156
	Iteration 129Q: 3 clusters Score -9831714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 51575 members 
Entering Unmasked Estep 
Score: -9831713.000000 Penalty: 5400.910156
	Iteration 130Q: 3 clusters Score -9831713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 51576 members 
Entering Unmasked Estep 
Score: -9831716.000000 Penalty: 5400.910156
	Iteration 131Q: 3 clusters Score -9831716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 51577 members 
Entering Unmasked Estep 
Score: -9831709.000000 Penalty: 5400.910156
	Iteration 132Q: 3 clusters Score -9831709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 51578 members 
Entering Unmasked Estep 
Score: -9831700.000000 Penalty: 5400.910156
	Iteration 133Q: 3 clusters Score -9831700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 51578 members 
Entering Unmasked Estep 
Score: -9831700.000000 Penalty: 5400.910156
	Iteration 134F: 3 clusters Score -9831700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (65468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65468 members 
Entering Unmasked Estep 
Score: -11929740.000000 Penalty: 2750.150391
	Iteration 0F: 2 clusters Score -1.192974e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -11897914.000000 Penalty: 5500.300781
	Iteration 0F: 3 clusters Score -1.189791e+07 nChanged 30664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -11915294.000000 Penalty: 5500.300781
	Iteration 1F: 3 clusters Score -1.191529e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33879 members 
Mstep: Class 2 contains 31589 members 
Entering Unmasked Estep 
Score: -11916038.000000 Penalty: 5500.300781
	Iteration 2Q: 3 clusters Score -1.191604e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 31028 members 
Entering Unmasked Estep 
Score: -11916968.000000 Penalty: 5500.300781
	Iteration 3Q: 3 clusters Score -1.191697e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -11918231.000000 Penalty: 5500.300781
	Iteration 4Q: 3 clusters Score -1.191823e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -11919767.000000 Penalty: 5500.300781
	Iteration 5Q: 3 clusters Score -1.191977e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -11921901.000000 Penalty: 5500.300781
	Iteration 6F: 3 clusters Score -1.19219e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37226 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -11924481.000000 Penalty: 5500.300781
	Iteration 7F: 3 clusters Score -1.192448e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37542 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -11927383.000000 Penalty: 5500.300781
	Iteration 8F: 3 clusters Score -1.192738e+07 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -11929971.000000 Penalty: 5500.300781
	Iteration 9F: 3 clusters Score -1.192997e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37505 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -11931454.000000 Penalty: 5500.300781
	Iteration 10Q: 3 clusters Score -1.193145e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37501 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -11932067.000000 Penalty: 5500.300781
	Iteration 11Q: 3 clusters Score -1.193207e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -11932288.000000 Penalty: 5500.300781
	Iteration 12Q: 3 clusters Score -1.193229e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -11932445.000000 Penalty: 5500.300781
	Iteration 13Q: 3 clusters Score -1.193244e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -11932582.000000 Penalty: 5500.300781
	Iteration 14Q: 3 clusters Score -1.193258e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -11932621.000000 Penalty: 5500.300781
	Iteration 15Q: 3 clusters Score -1.193262e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37676 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -11932756.000000 Penalty: 5500.300781
	Iteration 16Q: 3 clusters Score -1.193276e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -11932876.000000 Penalty: 5500.300781
	Iteration 17Q: 3 clusters Score -1.193288e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37672 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -11932952.000000 Penalty: 5500.300781
	Iteration 18Q: 3 clusters Score -1.193295e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -11932961.000000 Penalty: 5500.300781
	Iteration 19Q: 3 clusters Score -1.193296e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -11933052.000000 Penalty: 5500.300781
	Iteration 20F: 3 clusters Score -1.193305e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -11933068.000000 Penalty: 5500.300781
	Iteration 21Q: 3 clusters Score -1.193307e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -11933122.000000 Penalty: 5500.300781
	Iteration 22Q: 3 clusters Score -1.193312e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -11933174.000000 Penalty: 5500.300781
	Iteration 23Q: 3 clusters Score -1.193317e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -11933219.000000 Penalty: 5500.300781
	Iteration 24Q: 3 clusters Score -1.193322e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 27558 members 
Entering Unmasked Estep 
Score: -11933276.000000 Penalty: 5500.300781
	Iteration 25Q: 3 clusters Score -1.193328e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -11933331.000000 Penalty: 5500.300781
	Iteration 26Q: 3 clusters Score -1.193333e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -11933373.000000 Penalty: 5500.300781
	Iteration 27Q: 3 clusters Score -1.193337e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -11933376.000000 Penalty: 5500.300781
	Iteration 28Q: 3 clusters Score -1.193338e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -11933398.000000 Penalty: 5500.300781
	Iteration 29Q: 3 clusters Score -1.19334e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 27633 members 
Entering Unmasked Estep 
Score: -11933430.000000 Penalty: 5500.300781
	Iteration 30Q: 3 clusters Score -1.193343e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -11933460.000000 Penalty: 5500.300781
	Iteration 31Q: 3 clusters Score -1.193346e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 27646 members 
Entering Unmasked Estep 
Score: -11933493.000000 Penalty: 5500.300781
	Iteration 32Q: 3 clusters Score -1.193349e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -11933517.000000 Penalty: 5500.300781
	Iteration 33Q: 3 clusters Score -1.193352e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -11933521.000000 Penalty: 5500.300781
	Iteration 34Q: 3 clusters Score -1.193352e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -11933537.000000 Penalty: 5500.300781
	Iteration 35Q: 3 clusters Score -1.193354e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37799 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -11933578.000000 Penalty: 5500.300781
	Iteration 36Q: 3 clusters Score -1.193358e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37820 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -11933609.000000 Penalty: 5500.300781
	Iteration 37Q: 3 clusters Score -1.193361e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -11933621.000000 Penalty: 5500.300781
	Iteration 38Q: 3 clusters Score -1.193362e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -11933647.000000 Penalty: 5500.300781
	Iteration 39Q: 3 clusters Score -1.193365e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -11933650.000000 Penalty: 5500.300781
	Iteration 40F: 3 clusters Score -1.193365e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -11933671.000000 Penalty: 5500.300781
	Iteration 41Q: 3 clusters Score -1.193367e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 27603 members 
Entering Unmasked Estep 
Score: -11933728.000000 Penalty: 5500.300781
	Iteration 42Q: 3 clusters Score -1.193373e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -11933728.000000 Penalty: 5500.300781
	Iteration 43Q: 3 clusters Score -1.193373e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37888 members 
Mstep: Class 2 contains 27580 members 
Entering Unmasked Estep 
Score: -11933756.000000 Penalty: 5500.300781
	Iteration 44Q: 3 clusters Score -1.193376e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37916 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -11933774.000000 Penalty: 5500.300781
	Iteration 45Q: 3 clusters Score -1.193377e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -11933773.000000 Penalty: 5500.300781
	Iteration 46Q: 3 clusters Score -1.193377e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -11933779.000000 Penalty: 5500.300781
	Iteration 47Q: 3 clusters Score -1.193378e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 27488 members 
Entering Unmasked Estep 
Score: -11933805.000000 Penalty: 5500.300781
	Iteration 48Q: 3 clusters Score -1.19338e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37991 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -11933798.000000 Penalty: 5500.300781
	Iteration 49Q: 3 clusters Score -1.19338e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -11933781.000000 Penalty: 5500.300781
	Iteration 50Q: 3 clusters Score -1.193378e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38016 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -11933787.000000 Penalty: 5500.300781
	Iteration 51Q: 3 clusters Score -1.193379e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -11933787.000000 Penalty: 5500.300781
	Iteration 52Q: 3 clusters Score -1.193379e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -11933808.000000 Penalty: 5500.300781
	Iteration 53Q: 3 clusters Score -1.193381e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -11933814.000000 Penalty: 5500.300781
	Iteration 54Q: 3 clusters Score -1.193381e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -11933806.000000 Penalty: 5500.300781
	Iteration 55Q: 3 clusters Score -1.193381e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -11933812.000000 Penalty: 5500.300781
	Iteration 56Q: 3 clusters Score -1.193381e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -11933814.000000 Penalty: 5500.300781
	Iteration 57Q: 3 clusters Score -1.193381e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -11933815.000000 Penalty: 5500.300781
	Iteration 58Q: 3 clusters Score -1.193382e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38065 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -11933799.000000 Penalty: 5500.300781
	Iteration 59Q: 3 clusters Score -1.19338e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -11933783.000000 Penalty: 5500.300781
	Iteration 60F: 3 clusters Score -1.193378e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38054 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -11933797.000000 Penalty: 5500.300781
	Iteration 61Q: 3 clusters Score -1.19338e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38049 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -11933802.000000 Penalty: 5500.300781
	Iteration 62Q: 3 clusters Score -1.19338e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -11933808.000000 Penalty: 5500.300781
	Iteration 63Q: 3 clusters Score -1.193381e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -11933809.000000 Penalty: 5500.300781
	Iteration 64Q: 3 clusters Score -1.193381e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -11933823.000000 Penalty: 5500.300781
	Iteration 65Q: 3 clusters Score -1.193382e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -11933814.000000 Penalty: 5500.300781
	Iteration 66Q: 3 clusters Score -1.193381e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -11933816.000000 Penalty: 5500.300781
	Iteration 67Q: 3 clusters Score -1.193382e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -11933810.000000 Penalty: 5500.300781
	Iteration 68Q: 3 clusters Score -1.193381e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38090 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -11933796.000000 Penalty: 5500.300781
	Iteration 69Q: 3 clusters Score -1.19338e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -11933789.000000 Penalty: 5500.300781
	Iteration 70Q: 3 clusters Score -1.193379e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38128 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -11933793.000000 Penalty: 5500.300781
	Iteration 71Q: 3 clusters Score -1.193379e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -11933785.000000 Penalty: 5500.300781
	Iteration 72Q: 3 clusters Score -1.193378e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 27312 members 
Entering Unmasked Estep 
Score: -11933774.000000 Penalty: 5500.300781
	Iteration 73Q: 3 clusters Score -1.193377e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -11933781.000000 Penalty: 5500.300781
	Iteration 74Q: 3 clusters Score -1.193378e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -11933784.000000 Penalty: 5500.300781
	Iteration 75Q: 3 clusters Score -1.193378e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -11933789.000000 Penalty: 5500.300781
	Iteration 76Q: 3 clusters Score -1.193379e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -11933793.000000 Penalty: 5500.300781
	Iteration 77Q: 3 clusters Score -1.193379e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -11933809.000000 Penalty: 5500.300781
	Iteration 78Q: 3 clusters Score -1.193381e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -11933833.000000 Penalty: 5500.300781
	Iteration 79Q: 3 clusters Score -1.193383e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -11933826.000000 Penalty: 5500.300781
	Iteration 80F: 3 clusters Score -1.193383e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 27274 members 
Entering Unmasked Estep 
Score: -11933819.000000 Penalty: 5500.300781
	Iteration 81Q: 3 clusters Score -1.193382e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -11933827.000000 Penalty: 5500.300781
	Iteration 82Q: 3 clusters Score -1.193383e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -11933824.000000 Penalty: 5500.300781
	Iteration 83Q: 3 clusters Score -1.193382e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 27247 members 
Entering Unmasked Estep 
Score: -11933835.000000 Penalty: 5500.300781
	Iteration 84Q: 3 clusters Score -1.193384e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -11933832.000000 Penalty: 5500.300781
	Iteration 85Q: 3 clusters Score -1.193383e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -11933816.000000 Penalty: 5500.300781
	Iteration 86Q: 3 clusters Score -1.193382e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -11933802.000000 Penalty: 5500.300781
	Iteration 87Q: 3 clusters Score -1.19338e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -11933791.000000 Penalty: 5500.300781
	Iteration 88Q: 3 clusters Score -1.193379e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -11933797.000000 Penalty: 5500.300781
	Iteration 89Q: 3 clusters Score -1.19338e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38289 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -11933793.000000 Penalty: 5500.300781
	Iteration 90Q: 3 clusters Score -1.193379e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -11933794.000000 Penalty: 5500.300781
	Iteration 91Q: 3 clusters Score -1.193379e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 27176 members 
Entering Unmasked Estep 
Score: -11933780.000000 Penalty: 5500.300781
	Iteration 92Q: 3 clusters Score -1.193378e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -11933768.000000 Penalty: 5500.300781
	Iteration 93Q: 3 clusters Score -1.193377e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -11933769.000000 Penalty: 5500.300781
	Iteration 94Q: 3 clusters Score -1.193377e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38294 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -11933770.000000 Penalty: 5500.300781
	Iteration 95Q: 3 clusters Score -1.193377e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38297 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -11933790.000000 Penalty: 5500.300781
	Iteration 96Q: 3 clusters Score -1.193379e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -11933785.000000 Penalty: 5500.300781
	Iteration 97Q: 3 clusters Score -1.193378e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38304 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -11933785.000000 Penalty: 5500.300781
	Iteration 98Q: 3 clusters Score -1.193378e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -11933783.000000 Penalty: 5500.300781
	Iteration 99Q: 3 clusters Score -1.193378e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -11933776.000000 Penalty: 5500.300781
	Iteration 100F: 3 clusters Score -1.193378e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -11933764.000000 Penalty: 5500.300781
	Iteration 101Q: 3 clusters Score -1.193376e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -11933751.000000 Penalty: 5500.300781
	Iteration 102Q: 3 clusters Score -1.193375e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38340 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -11933752.000000 Penalty: 5500.300781
	Iteration 103Q: 3 clusters Score -1.193375e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -11933751.000000 Penalty: 5500.300781
	Iteration 104Q: 3 clusters Score -1.193375e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38357 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -11933759.000000 Penalty: 5500.300781
	Iteration 105Q: 3 clusters Score -1.193376e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -11933764.000000 Penalty: 5500.300781
	Iteration 106Q: 3 clusters Score -1.193376e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -11933756.000000 Penalty: 5500.300781
	Iteration 107Q: 3 clusters Score -1.193376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -11933756.000000 Penalty: 5500.300781
	Iteration 108Q: 3 clusters Score -1.193376e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -11933760.000000 Penalty: 5500.300781
	Iteration 109Q: 3 clusters Score -1.193376e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -11933753.000000 Penalty: 5500.300781
	Iteration 110Q: 3 clusters Score -1.193375e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -11933774.000000 Penalty: 5500.300781
	Iteration 111Q: 3 clusters Score -1.193377e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -11933766.000000 Penalty: 5500.300781
	Iteration 112Q: 3 clusters Score -1.193377e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -11933790.000000 Penalty: 5500.300781
	Iteration 113Q: 3 clusters Score -1.193379e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -11933802.000000 Penalty: 5500.300781
	Iteration 114Q: 3 clusters Score -1.19338e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -11933804.000000 Penalty: 5500.300781
	Iteration 115Q: 3 clusters Score -1.19338e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -11933804.000000 Penalty: 5500.300781
	Iteration 116Q: 3 clusters Score -1.19338e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -11933820.000000 Penalty: 5500.300781
	Iteration 117Q: 3 clusters Score -1.193382e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -11933802.000000 Penalty: 5500.300781
	Iteration 118Q: 3 clusters Score -1.19338e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -11933804.000000 Penalty: 5500.300781
	Iteration 119Q: 3 clusters Score -1.19338e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -11933800.000000 Penalty: 5500.300781
	Iteration 120F: 3 clusters Score -1.19338e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -11933804.000000 Penalty: 5500.300781
	Iteration 121Q: 3 clusters Score -1.19338e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -11933823.000000 Penalty: 5500.300781
	Iteration 122Q: 3 clusters Score -1.193382e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38392 members 
Mstep: Class 2 contains 27076 members 
Entering Unmasked Estep 
Score: -11933817.000000 Penalty: 5500.300781
	Iteration 123Q: 3 clusters Score -1.193382e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 27074 members 
Entering Unmasked Estep 
Score: -11933819.000000 Penalty: 5500.300781
	Iteration 124Q: 3 clusters Score -1.193382e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38396 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -11933822.000000 Penalty: 5500.300781
	Iteration 125Q: 3 clusters Score -1.193382e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -11933811.000000 Penalty: 5500.300781
	Iteration 126Q: 3 clusters Score -1.193381e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -11933815.000000 Penalty: 5500.300781
	Iteration 127Q: 3 clusters Score -1.193382e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -11933817.000000 Penalty: 5500.300781
	Iteration 128Q: 3 clusters Score -1.193382e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -11933815.000000 Penalty: 5500.300781
	Iteration 129Q: 3 clusters Score -1.193382e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -11933804.000000 Penalty: 5500.300781
	Iteration 130Q: 3 clusters Score -1.19338e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38404 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -11933811.000000 Penalty: 5500.300781
	Iteration 131Q: 3 clusters Score -1.193381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -11933805.000000 Penalty: 5500.300781
	Iteration 132Q: 3 clusters Score -1.19338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -11933795.000000 Penalty: 5500.300781
	Iteration 133Q: 3 clusters Score -1.19338e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -11933798.000000 Penalty: 5500.300781
	Iteration 134Q: 3 clusters Score -1.19338e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -11933798.000000 Penalty: 5500.300781
	Iteration 135Q: 3 clusters Score -1.19338e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -11933807.000000 Penalty: 5500.300781
	Iteration 136Q: 3 clusters Score -1.193381e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -11933811.000000 Penalty: 5500.300781
	Iteration 137Q: 3 clusters Score -1.193381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -11933801.000000 Penalty: 5500.300781
	Iteration 138Q: 3 clusters Score -1.19338e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -11933813.000000 Penalty: 5500.300781
	Iteration 139Q: 3 clusters Score -1.193381e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -11933811.000000 Penalty: 5500.300781
	Iteration 140F: 3 clusters Score -1.193381e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -11933803.000000 Penalty: 5500.300781
	Iteration 141Q: 3 clusters Score -1.19338e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38415 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -11933810.000000 Penalty: 5500.300781
	Iteration 142Q: 3 clusters Score -1.193381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -11933820.000000 Penalty: 5500.300781
	Iteration 143Q: 3 clusters Score -1.193382e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38418 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -11933822.000000 Penalty: 5500.300781
	Iteration 144Q: 3 clusters Score -1.193382e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38424 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -11933816.000000 Penalty: 5500.300781
	Iteration 145Q: 3 clusters Score -1.193382e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -11933808.000000 Penalty: 5500.300781
	Iteration 146Q: 3 clusters Score -1.193381e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38433 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -11933795.000000 Penalty: 5500.300781
	Iteration 147Q: 3 clusters Score -1.19338e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -11933801.000000 Penalty: 5500.300781
	Iteration 148Q: 3 clusters Score -1.19338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -11933806.000000 Penalty: 5500.300781
	Iteration 149Q: 3 clusters Score -1.193381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38439 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -11933801.000000 Penalty: 5500.300781
	Iteration 150Q: 3 clusters Score -1.19338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -11933803.000000 Penalty: 5500.300781
	Iteration 151Q: 3 clusters Score -1.19338e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -11933803.000000 Penalty: 5500.300781
	Iteration 152Q: 3 clusters Score -1.19338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -11933795.000000 Penalty: 5500.300781
	Iteration 153Q: 3 clusters Score -1.19338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38446 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -11933801.000000 Penalty: 5500.300781
	Iteration 154Q: 3 clusters Score -1.19338e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38446 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -11933801.000000 Penalty: 5500.300781
	Iteration 155F: 3 clusters Score -1.19338e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 53580 members 
Mstep: Class 2 contains 38446 members 
Mstep: Class 3 contains 725 members 
Mstep: Class 4 contains 27022 members 
Mstep: Class 5 contains 65914 members 
Mstep: Class 7 contains 2204 members 
Mstep: Class 9 contains 57155 members 
Mstep: Class 11 contains 1778 members 
Mstep: Class 13 contains 65177 members 
Mstep: Class 15 contains 96075 members 
Mstep: Class 16 contains 1356 members 
Mstep: Class 17 contains 9012 members 
Mstep: Class 18 contains 58439 members 
Mstep: Class 19 contains 66487 members 
Mstep: Class 20 contains 74464 members 
Entering Unmasked Estep 
Score: -111071664.000000 Penalty: 49602.707031
Splitting cluster 2 changes total score from -111068136.000000 to -111071664.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 3 (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: -66208.304688 Penalty: 1633.370605
	Iteration 0F: 2 clusters Score -66208.3 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 393 members 
Entering Unmasked Estep 
Score: -64949.191406 Penalty: 3266.741211
	Iteration 0F: 3 clusters Score -64949.19 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -66341.851562 Penalty: 3266.741211
	Iteration 1F: 3 clusters Score -66341.85 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -67292.140625 Penalty: 3266.741211
	Iteration 2F: 3 clusters Score -67292.14 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -67909.265625 Penalty: 3266.741211
	Iteration 3F: 3 clusters Score -67909.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -68214.843750 Penalty: 3266.741211
	Iteration 4Q: 3 clusters Score -68214.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -68323.992188 Penalty: 3266.741211
	Iteration 5Q: 3 clusters Score -68323.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -68389.414062 Penalty: 3266.741211
	Iteration 6Q: 3 clusters Score -68389.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -68421.640625 Penalty: 3266.741211
	Iteration 7Q: 3 clusters Score -68421.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -68438.906250 Penalty: 3266.741211
	Iteration 8Q: 3 clusters Score -68438.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -68441.648438 Penalty: 3266.741211
	Iteration 9Q: 3 clusters Score -68441.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -68443.445312 Penalty: 3266.741211
	Iteration 10F: 3 clusters Score -68443.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -68447.031250 Penalty: 3266.741211
	Iteration 11Q: 3 clusters Score -68447.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -68451.320312 Penalty: 3266.741211
	Iteration 12Q: 3 clusters Score -68451.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -68458.804688 Penalty: 3266.741211
	Iteration 13Q: 3 clusters Score -68458.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -68469.398438 Penalty: 3266.741211
	Iteration 14Q: 3 clusters Score -68469.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -68481.289062 Penalty: 3266.741211
	Iteration 15Q: 3 clusters Score -68481.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -68484.992188 Penalty: 3266.741211
	Iteration 16Q: 3 clusters Score -68484.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -68484.992188 Penalty: 3266.741211
	Iteration 17F: 3 clusters Score -68484.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 53580 members 
Mstep: Class 2 contains 38446 members 
Mstep: Class 3 contains 244 members 
Mstep: Class 4 contains 27022 members 
Mstep: Class 5 contains 65914 members 
Mstep: Class 6 contains 481 members 
Mstep: Class 7 contains 2204 members 
Mstep: Class 9 contains 57155 members 
Mstep: Class 11 contains 1778 members 
Mstep: Class 13 contains 65177 members 
Mstep: Class 15 contains 96075 members 
Mstep: Class 16 contains 1356 members 
Mstep: Class 17 contains 9012 members 
Mstep: Class 18 contains 58439 members 
Mstep: Class 19 contains 66487 members 
Mstep: Class 20 contains 74464 members 
Entering Unmasked Estep 
Score: -111072272.000000 Penalty: 52909.554688
Splitting cluster 3 changes total score from -111068136.000000 to -111072272.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 5 (65914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65914 members 
Entering Unmasked Estep 
Score: -12265716.000000 Penalty: 2751.834473
	Iteration 0F: 2 clusters Score -1.226572e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32989 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -12242703.000000 Penalty: 5503.668945
	Iteration 0F: 3 clusters Score -1.22427e+07 nChanged 30686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -12259867.000000 Penalty: 5503.668945
	Iteration 1F: 3 clusters Score -1.225987e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -12260470.000000 Penalty: 5503.668945
	Iteration 2Q: 3 clusters Score -1.226047e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -12260983.000000 Penalty: 5503.668945
	Iteration 3Q: 3 clusters Score -1.226098e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -12261530.000000 Penalty: 5503.668945
	Iteration 4Q: 3 clusters Score -1.226153e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -12262058.000000 Penalty: 5503.668945
	Iteration 5Q: 3 clusters Score -1.226206e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32304 members 
Mstep: Class 2 contains 33610 members 
Entering Unmasked Estep 
Score: -12262649.000000 Penalty: 5503.668945
	Iteration 6Q: 3 clusters Score -1.226265e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32206 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
Score: -12263399.000000 Penalty: 5503.668945
	Iteration 7Q: 3 clusters Score -1.22634e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -12264120.000000 Penalty: 5503.668945
	Iteration 8Q: 3 clusters Score -1.226412e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -12265307.000000 Penalty: 5503.668945
	Iteration 9Q: 3 clusters Score -1.226531e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -12267111.000000 Penalty: 5503.668945
	Iteration 10Q: 3 clusters Score -1.226711e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -12269746.000000 Penalty: 5503.668945
	Iteration 11F: 3 clusters Score -1.226975e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -12272450.000000 Penalty: 5503.668945
	Iteration 12F: 3 clusters Score -1.227245e+07 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -12274479.000000 Penalty: 5503.668945
	Iteration 13F: 3 clusters Score -1.227448e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -12275417.000000 Penalty: 5503.668945
	Iteration 14Q: 3 clusters Score -1.227542e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -12275837.000000 Penalty: 5503.668945
	Iteration 15Q: 3 clusters Score -1.227584e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -12276127.000000 Penalty: 5503.668945
	Iteration 16Q: 3 clusters Score -1.227613e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -12276419.000000 Penalty: 5503.668945
	Iteration 17Q: 3 clusters Score -1.227642e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -12276711.000000 Penalty: 5503.668945
	Iteration 18Q: 3 clusters Score -1.227671e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -12276822.000000 Penalty: 5503.668945
	Iteration 19Q: 3 clusters Score -1.227682e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -12277031.000000 Penalty: 5503.668945
	Iteration 20F: 3 clusters Score -1.227703e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -12277202.000000 Penalty: 5503.668945
	Iteration 21Q: 3 clusters Score -1.22772e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37863 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -12277321.000000 Penalty: 5503.668945
	Iteration 22Q: 3 clusters Score -1.227732e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -12277477.000000 Penalty: 5503.668945
	Iteration 23Q: 3 clusters Score -1.227748e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -12277574.000000 Penalty: 5503.668945
	Iteration 24Q: 3 clusters Score -1.227757e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -12277654.000000 Penalty: 5503.668945
	Iteration 25Q: 3 clusters Score -1.227765e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -12277700.000000 Penalty: 5503.668945
	Iteration 26Q: 3 clusters Score -1.22777e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -12277741.000000 Penalty: 5503.668945
	Iteration 27Q: 3 clusters Score -1.227774e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -12277834.000000 Penalty: 5503.668945
	Iteration 28Q: 3 clusters Score -1.227783e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -12277911.000000 Penalty: 5503.668945
	Iteration 29Q: 3 clusters Score -1.227791e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -12277995.000000 Penalty: 5503.668945
	Iteration 30Q: 3 clusters Score -1.2278e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -12278056.000000 Penalty: 5503.668945
	Iteration 31Q: 3 clusters Score -1.227806e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -12278084.000000 Penalty: 5503.668945
	Iteration 32Q: 3 clusters Score -1.227808e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -12278064.000000 Penalty: 5503.668945
	Iteration 33Q: 3 clusters Score -1.227806e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -12278139.000000 Penalty: 5503.668945
	Iteration 34Q: 3 clusters Score -1.227814e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -12278188.000000 Penalty: 5503.668945
	Iteration 35Q: 3 clusters Score -1.227819e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -12278214.000000 Penalty: 5503.668945
	Iteration 36Q: 3 clusters Score -1.227821e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 27847 members 
Entering Unmasked Estep 
Score: -12278236.000000 Penalty: 5503.668945
	Iteration 37Q: 3 clusters Score -1.227824e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -12278259.000000 Penalty: 5503.668945
	Iteration 38Q: 3 clusters Score -1.227826e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -12278289.000000 Penalty: 5503.668945
	Iteration 39Q: 3 clusters Score -1.227829e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 28012 members 
Entering Unmasked Estep 
Score: -12278259.000000 Penalty: 5503.668945
	Iteration 40F: 3 clusters Score -1.227826e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -12278294.000000 Penalty: 5503.668945
	Iteration 41Q: 3 clusters Score -1.227829e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -12278294.000000 Penalty: 5503.668945
	Iteration 42Q: 3 clusters Score -1.227829e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -12278270.000000 Penalty: 5503.668945
	Iteration 43Q: 3 clusters Score -1.227827e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -12278294.000000 Penalty: 5503.668945
	Iteration 44Q: 3 clusters Score -1.227829e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -12278302.000000 Penalty: 5503.668945
	Iteration 45Q: 3 clusters Score -1.22783e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -12278336.000000 Penalty: 5503.668945
	Iteration 46Q: 3 clusters Score -1.227834e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -12278333.000000 Penalty: 5503.668945
	Iteration 47Q: 3 clusters Score -1.227833e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -12278341.000000 Penalty: 5503.668945
	Iteration 48Q: 3 clusters Score -1.227834e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -12278333.000000 Penalty: 5503.668945
	Iteration 49Q: 3 clusters Score -1.227833e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37572 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -12278345.000000 Penalty: 5503.668945
	Iteration 50Q: 3 clusters Score -1.227834e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37548 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -12278363.000000 Penalty: 5503.668945
	Iteration 51Q: 3 clusters Score -1.227836e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -12278342.000000 Penalty: 5503.668945
	Iteration 52Q: 3 clusters Score -1.227834e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -12278331.000000 Penalty: 5503.668945
	Iteration 53Q: 3 clusters Score -1.227833e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -12278282.000000 Penalty: 5503.668945
	Iteration 54Q: 3 clusters Score -1.227828e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37399 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -12278318.000000 Penalty: 5503.668945
	Iteration 55Q: 3 clusters Score -1.227832e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -12278322.000000 Penalty: 5503.668945
	Iteration 56Q: 3 clusters Score -1.227832e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37344 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -12278317.000000 Penalty: 5503.668945
	Iteration 57Q: 3 clusters Score -1.227832e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37313 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -12278358.000000 Penalty: 5503.668945
	Iteration 58Q: 3 clusters Score -1.227836e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -12278375.000000 Penalty: 5503.668945
	Iteration 59Q: 3 clusters Score -1.227838e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -12278390.000000 Penalty: 5503.668945
	Iteration 60F: 3 clusters Score -1.227839e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 28713 members 
Entering Unmasked Estep 
Score: -12278390.000000 Penalty: 5503.668945
	Iteration 61Q: 3 clusters Score -1.227839e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -12278374.000000 Penalty: 5503.668945
	Iteration 62Q: 3 clusters Score -1.227837e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37143 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -12278341.000000 Penalty: 5503.668945
	Iteration 63Q: 3 clusters Score -1.227834e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37075 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -12278354.000000 Penalty: 5503.668945
	Iteration 64Q: 3 clusters Score -1.227835e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -12278344.000000 Penalty: 5503.668945
	Iteration 65Q: 3 clusters Score -1.227834e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -12278384.000000 Penalty: 5503.668945
	Iteration 66Q: 3 clusters Score -1.227838e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 28963 members 
Entering Unmasked Estep 
Score: -12278352.000000 Penalty: 5503.668945
	Iteration 67Q: 3 clusters Score -1.227835e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -12278360.000000 Penalty: 5503.668945
	Iteration 68Q: 3 clusters Score -1.227836e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36894 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -12278369.000000 Penalty: 5503.668945
	Iteration 69Q: 3 clusters Score -1.227837e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -12278369.000000 Penalty: 5503.668945
	Iteration 70Q: 3 clusters Score -1.227837e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -12278395.000000 Penalty: 5503.668945
	Iteration 71Q: 3 clusters Score -1.22784e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -12278420.000000 Penalty: 5503.668945
	Iteration 72Q: 3 clusters Score -1.227842e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -12278399.000000 Penalty: 5503.668945
	Iteration 73Q: 3 clusters Score -1.22784e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -12278404.000000 Penalty: 5503.668945
	Iteration 74Q: 3 clusters Score -1.22784e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -12278400.000000 Penalty: 5503.668945
	Iteration 75Q: 3 clusters Score -1.22784e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -12278397.000000 Penalty: 5503.668945
	Iteration 76Q: 3 clusters Score -1.22784e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -12278404.000000 Penalty: 5503.668945
	Iteration 77Q: 3 clusters Score -1.22784e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 29204 members 
Entering Unmasked Estep 
Score: -12278426.000000 Penalty: 5503.668945
	Iteration 78Q: 3 clusters Score -1.227843e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -12278421.000000 Penalty: 5503.668945
	Iteration 79Q: 3 clusters Score -1.227842e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -12278420.000000 Penalty: 5503.668945
	Iteration 80F: 3 clusters Score -1.227842e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -12278422.000000 Penalty: 5503.668945
	Iteration 81Q: 3 clusters Score -1.227842e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -12278408.000000 Penalty: 5503.668945
	Iteration 82Q: 3 clusters Score -1.227841e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -12278419.000000 Penalty: 5503.668945
	Iteration 83Q: 3 clusters Score -1.227842e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 29232 members 
Entering Unmasked Estep 
Score: -12278420.000000 Penalty: 5503.668945
	Iteration 84Q: 3 clusters Score -1.227842e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
Score: -12278436.000000 Penalty: 5503.668945
	Iteration 85Q: 3 clusters Score -1.227844e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -12278438.000000 Penalty: 5503.668945
	Iteration 86Q: 3 clusters Score -1.227844e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -12278432.000000 Penalty: 5503.668945
	Iteration 87Q: 3 clusters Score -1.227843e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -12278439.000000 Penalty: 5503.668945
	Iteration 88Q: 3 clusters Score -1.227844e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36720 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -12278450.000000 Penalty: 5503.668945
	Iteration 89Q: 3 clusters Score -1.227845e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -12278439.000000 Penalty: 5503.668945
	Iteration 90Q: 3 clusters Score -1.227844e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -12278459.000000 Penalty: 5503.668945
	Iteration 91Q: 3 clusters Score -1.227846e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -12278460.000000 Penalty: 5503.668945
	Iteration 92Q: 3 clusters Score -1.227846e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36749 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -12278479.000000 Penalty: 5503.668945
	Iteration 93Q: 3 clusters Score -1.227848e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -12278475.000000 Penalty: 5503.668945
	Iteration 94Q: 3 clusters Score -1.227848e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -12278471.000000 Penalty: 5503.668945
	Iteration 95Q: 3 clusters Score -1.227847e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 29121 members 
Entering Unmasked Estep 
Score: -12278485.000000 Penalty: 5503.668945
	Iteration 96Q: 3 clusters Score -1.227848e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -12278470.000000 Penalty: 5503.668945
	Iteration 97Q: 3 clusters Score -1.227847e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -12278463.000000 Penalty: 5503.668945
	Iteration 98Q: 3 clusters Score -1.227846e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -12278481.000000 Penalty: 5503.668945
	Iteration 99Q: 3 clusters Score -1.227848e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -12278474.000000 Penalty: 5503.668945
	Iteration 100F: 3 clusters Score -1.227847e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -12278472.000000 Penalty: 5503.668945
	Iteration 101Q: 3 clusters Score -1.227847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -12278469.000000 Penalty: 5503.668945
	Iteration 102Q: 3 clusters Score -1.227847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 29083 members 
Entering Unmasked Estep 
Score: -12278472.000000 Penalty: 5503.668945
	Iteration 103Q: 3 clusters Score -1.227847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -12278470.000000 Penalty: 5503.668945
	Iteration 104Q: 3 clusters Score -1.227847e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -12278477.000000 Penalty: 5503.668945
	Iteration 105Q: 3 clusters Score -1.227848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -12278464.000000 Penalty: 5503.668945
	Iteration 106Q: 3 clusters Score -1.227846e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36847 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -12278453.000000 Penalty: 5503.668945
	Iteration 107Q: 3 clusters Score -1.227845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 29064 members 
Entering Unmasked Estep 
Score: -12278458.000000 Penalty: 5503.668945
	Iteration 108Q: 3 clusters Score -1.227846e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -12278463.000000 Penalty: 5503.668945
	Iteration 109Q: 3 clusters Score -1.227846e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 29055 members 
Entering Unmasked Estep 
Score: -12278463.000000 Penalty: 5503.668945
	Iteration 110Q: 3 clusters Score -1.227846e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -12278455.000000 Penalty: 5503.668945
	Iteration 111Q: 3 clusters Score -1.227846e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -12278457.000000 Penalty: 5503.668945
	Iteration 112Q: 3 clusters Score -1.227846e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -12278452.000000 Penalty: 5503.668945
	Iteration 113Q: 3 clusters Score -1.227845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -12278456.000000 Penalty: 5503.668945
	Iteration 114Q: 3 clusters Score -1.227846e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -12278453.000000 Penalty: 5503.668945
	Iteration 115Q: 3 clusters Score -1.227845e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36905 members 
Mstep: Class 2 contains 29009 members 
Entering Unmasked Estep 
Score: -12278462.000000 Penalty: 5503.668945
	Iteration 116Q: 3 clusters Score -1.227846e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -12278451.000000 Penalty: 5503.668945
	Iteration 117Q: 3 clusters Score -1.227845e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36909 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -12278455.000000 Penalty: 5503.668945
	Iteration 118Q: 3 clusters Score -1.227846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36911 members 
Mstep: Class 2 contains 29003 members 
Entering Unmasked Estep 
Score: -12278451.000000 Penalty: 5503.668945
	Iteration 119Q: 3 clusters Score -1.227845e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -12278456.000000 Penalty: 5503.668945
	Iteration 120F: 3 clusters Score -1.227846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -12278452.000000 Penalty: 5503.668945
	Iteration 121Q: 3 clusters Score -1.227845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -12278454.000000 Penalty: 5503.668945
	Iteration 122Q: 3 clusters Score -1.227845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36916 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -12278466.000000 Penalty: 5503.668945
	Iteration 123Q: 3 clusters Score -1.227847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -12278467.000000 Penalty: 5503.668945
	Iteration 124Q: 3 clusters Score -1.227847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36919 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -12278467.000000 Penalty: 5503.668945
	Iteration 125Q: 3 clusters Score -1.227847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -12278469.000000 Penalty: 5503.668945
	Iteration 126Q: 3 clusters Score -1.227847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 28993 members 
Entering Unmasked Estep 
Score: -12278478.000000 Penalty: 5503.668945
	Iteration 127Q: 3 clusters Score -1.227848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36922 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -12278472.000000 Penalty: 5503.668945
	Iteration 128Q: 3 clusters Score -1.227847e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36922 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -12278472.000000 Penalty: 5503.668945
	Iteration 129F: 3 clusters Score -1.227847e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 53580 members 
Mstep: Class 2 contains 38446 members 
Mstep: Class 3 contains 244 members 
Mstep: Class 4 contains 27022 members 
Mstep: Class 5 contains 36922 members 
Mstep: Class 6 contains 481 members 
Mstep: Class 7 contains 2204 members 
Mstep: Class 8 contains 28992 members 
Mstep: Class 9 contains 57155 members 
Mstep: Class 11 contains 1778 members 
Mstep: Class 13 contains 65177 members 
Mstep: Class 15 contains 96075 members 
Mstep: Class 16 contains 1356 members 
Mstep: Class 17 contains 9012 members 
Mstep: Class 18 contains 58439 members 
Mstep: Class 19 contains 66487 members 
Mstep: Class 20 contains 74464 members 
Entering Unmasked Estep 
Score: -111084984.000000 Penalty: 56216.398438
Splitting cluster 5 changes total score from -111068136.000000 to -111084984.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 7 (2204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Entering Unmasked Estep 
Score: -351940.125000 Penalty: 1909.111206
	Iteration 0F: 2 clusters Score -351940.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -349304.687500 Penalty: 3818.222412
	Iteration 0F: 3 clusters Score -349304.7 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -350176.562500 Penalty: 3818.222412
	Iteration 1F: 3 clusters Score -350176.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -350723.406250 Penalty: 3818.222412
	Iteration 2F: 3 clusters Score -350723.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -351197.843750 Penalty: 3818.222412
	Iteration 3F: 3 clusters Score -351197.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -351669.750000 Penalty: 3818.222412
	Iteration 4F: 3 clusters Score -351669.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -352010.593750 Penalty: 3818.222412
	Iteration 5F: 3 clusters Score -352010.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -352298.812500 Penalty: 3818.222412
	Iteration 6Q: 3 clusters Score -352298.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -352505.000000 Penalty: 3818.222412
	Iteration 7Q: 3 clusters Score -352505 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -352633.875000 Penalty: 3818.222412
	Iteration 8Q: 3 clusters Score -352633.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -352674.656250 Penalty: 3818.222412
	Iteration 9Q: 3 clusters Score -352674.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -352688.687500 Penalty: 3818.222412
	Iteration 10Q: 3 clusters Score -352688.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -352695.375000 Penalty: 3818.222412
	Iteration 11Q: 3 clusters Score -352695.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -352704.000000 Penalty: 3818.222412
	Iteration 12Q: 3 clusters Score -352704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -352709.000000 Penalty: 3818.222412
	Iteration 13Q: 3 clusters Score -352709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -352712.125000 Penalty: 3818.222412
	Iteration 14Q: 3 clusters Score -352712.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -352711.875000 Penalty: 3818.222412
	Iteration 15Q: 3 clusters Score -352711.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -352713.062500 Penalty: 3818.222412
	Iteration 16Q: 3 clusters Score -352713.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -352713.343750 Penalty: 3818.222412
	Iteration 17F: 3 clusters Score -352713.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -352716.125000 Penalty: 3818.222412
	Iteration 18Q: 3 clusters Score -352716.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -352717.031250 Penalty: 3818.222412
	Iteration 19Q: 3 clusters Score -352717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -352717.031250 Penalty: 3818.222412
	Iteration 20F: 3 clusters Score -352717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 53580 members 
Mstep: Class 2 contains 38446 members 
Mstep: Class 3 contains 244 members 
Mstep: Class 4 contains 27022 members 
Mstep: Class 5 contains 36922 members 
Mstep: Class 6 contains 481 members 
Mstep: Class 7 contains 811 members 
Mstep: Class 8 contains 28992 members 
Mstep: Class 9 contains 57155 members 
Mstep: Class 10 contains 1393 members 
Mstep: Class 11 contains 1778 members 
Mstep: Class 13 contains 65177 members 
Mstep: Class 15 contains 96075 members 
Mstep: Class 16 contains 1356 members 
Mstep: Class 17 contains 9012 members 
Mstep: Class 18 contains 58439 members 
Mstep: Class 19 contains 66487 members 
Mstep: Class 20 contains 74464 members 
Entering Unmasked Estep 
Score: -111084576.000000 Penalty: 59523.246094
Splitting cluster 7 changes total score from -111068136.000000 to -111084576.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 9 (57155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57155 members 
Entering Unmasked Estep 
Score: -10459217.000000 Penalty: 2716.473389
	Iteration 0F: 2 clusters Score -1.045922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28356 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -10430359.000000 Penalty: 5432.946777
	Iteration 0F: 3 clusters Score -1.043036e+07 nChanged 26659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -10445410.000000 Penalty: 5432.946777
	Iteration 1F: 3 clusters Score -1.044541e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 32172 members 
Entering Unmasked Estep 
Score: -10446305.000000 Penalty: 5432.946777
	Iteration 2Q: 3 clusters Score -1.04463e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -10447407.000000 Penalty: 5432.946777
	Iteration 3Q: 3 clusters Score -1.044741e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 36831 members 
Entering Unmasked Estep 
Score: -10449046.000000 Penalty: 5432.946777
	Iteration 4F: 3 clusters Score -1.044905e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 40458 members 
Entering Unmasked Estep 
Score: -10451645.000000 Penalty: 5432.946777
	Iteration 5F: 3 clusters Score -1.045164e+07 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 44731 members 
Entering Unmasked Estep 
Score: -10454559.000000 Penalty: 5432.946777
	Iteration 6F: 3 clusters Score -1.045456e+07 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 49234 members 
Entering Unmasked Estep 
Score: -10456196.000000 Penalty: 5432.946777
	Iteration 7F: 3 clusters Score -1.04562e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 52683 members 
Entering Unmasked Estep 
Score: -10456788.000000 Penalty: 5432.946777
	Iteration 8F: 3 clusters Score -1.045679e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 54719 members 
Entering Unmasked Estep 
Score: -10456993.000000 Penalty: 5432.946777
	Iteration 9Q: 3 clusters Score -1.045699e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 55683 members 
Entering Unmasked Estep 
Score: -10457158.000000 Penalty: 5432.946777
	Iteration 10Q: 3 clusters Score -1.045716e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 56120 members 
Entering Unmasked Estep 
Score: -10457252.000000 Penalty: 5432.946777
	Iteration 11Q: 3 clusters Score -1.045725e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 56332 members 
Entering Unmasked Estep 
Score: -10457273.000000 Penalty: 5432.946777
	Iteration 12Q: 3 clusters Score -1.045727e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 56423 members 
Entering Unmasked Estep 
Score: -10457353.000000 Penalty: 5432.946777
	Iteration 13Q: 3 clusters Score -1.045735e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 56468 members 
Entering Unmasked Estep 
Score: -10457394.000000 Penalty: 5432.946777
	Iteration 14Q: 3 clusters Score -1.045739e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 56498 members 
Entering Unmasked Estep 
Score: -10457395.000000 Penalty: 5432.946777
	Iteration 15Q: 3 clusters Score -1.04574e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 56516 members 
Entering Unmasked Estep 
Score: -10457392.000000 Penalty: 5432.946777
	Iteration 16Q: 3 clusters Score -1.045739e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 56529 members 
Entering Unmasked Estep 
Score: -10457405.000000 Penalty: 5432.946777
	Iteration 17Q: 3 clusters Score -1.04574e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 56539 members 
Entering Unmasked Estep 
Score: -10457396.000000 Penalty: 5432.946777
	Iteration 18Q: 3 clusters Score -1.04574e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 56546 members 
Entering Unmasked Estep 
Score: -10457410.000000 Penalty: 5432.946777
	Iteration 19Q: 3 clusters Score -1.045741e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 56543 members 
Entering Unmasked Estep 
Score: -10457416.000000 Penalty: 5432.946777
	Iteration 20F: 3 clusters Score -1.045742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 56548 members 
Entering Unmasked Estep 
Score: -10457414.000000 Penalty: 5432.946777
	Iteration 21Q: 3 clusters Score -1.045741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 56550 members 
Entering Unmasked Estep 
Score: -10457411.000000 Penalty: 5432.946777
	Iteration 22Q: 3 clusters Score -1.045741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 56549 members 
Entering Unmasked Estep 
Score: -10457408.000000 Penalty: 5432.946777
	Iteration 23Q: 3 clusters Score -1.045741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 56549 members 
Entering Unmasked Estep 
Score: -10457408.000000 Penalty: 5432.946777
	Iteration 24F: 3 clusters Score -1.045741e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Entering Unmasked Estep 
Score: -302398.593750 Penalty: 1855.844604
	Iteration 0F: 2 clusters Score -302398.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -300052.375000 Penalty: 3711.689209
	Iteration 0F: 3 clusters Score -300052.4 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -300692.031250 Penalty: 3711.689209
	Iteration 1F: 3 clusters Score -300692 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -300932.437500 Penalty: 3711.689209
	Iteration 2F: 3 clusters Score -300932.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -301149.812500 Penalty: 3711.689209
	Iteration 3F: 3 clusters Score -301149.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -301425.781250 Penalty: 3711.689209
	Iteration 4F: 3 clusters Score -301425.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -301642.031250 Penalty: 3711.689209
	Iteration 5F: 3 clusters Score -301642 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -301824.968750 Penalty: 3711.689209
	Iteration 6Q: 3 clusters Score -301825 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -301996.812500 Penalty: 3711.689209
	Iteration 7Q: 3 clusters Score -301996.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -302177.250000 Penalty: 3711.689209
	Iteration 8F: 3 clusters Score -302177.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -302331.312500 Penalty: 3711.689209
	Iteration 9Q: 3 clusters Score -302331.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -302422.281250 Penalty: 3711.689209
	Iteration 10Q: 3 clusters Score -302422.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -302493.250000 Penalty: 3711.689209
	Iteration 11Q: 3 clusters Score -302493.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -302567.406250 Penalty: 3711.689209
	Iteration 12Q: 3 clusters Score -302567.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -302670.593750 Penalty: 3711.689209
	Iteration 13Q: 3 clusters Score -302670.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -302769.843750 Penalty: 3711.689209
	Iteration 14Q: 3 clusters Score -302769.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -302855.250000 Penalty: 3711.689209
	Iteration 15Q: 3 clusters Score -302855.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -302965.875000 Penalty: 3711.689209
	Iteration 16Q: 3 clusters Score -302965.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -303025.281250 Penalty: 3711.689209
	Iteration 17Q: 3 clusters Score -303025.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -303067.000000 Penalty: 3711.689209
	Iteration 18Q: 3 clusters Score -303067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -303113.812500 Penalty: 3711.689209
	Iteration 19Q: 3 clusters Score -303113.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -303183.906250 Penalty: 3711.689209
	Iteration 20F: 3 clusters Score -303183.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -303219.343750 Penalty: 3711.689209
	Iteration 21Q: 3 clusters Score -303219.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -303236.531250 Penalty: 3711.689209
	Iteration 22Q: 3 clusters Score -303236.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -303310.968750 Penalty: 3711.689209
	Iteration 23Q: 3 clusters Score -303311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -303335.656250 Penalty: 3711.689209
	Iteration 24Q: 3 clusters Score -303335.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -303336.187500 Penalty: 3711.689209
	Iteration 25Q: 3 clusters Score -303336.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -303336.187500 Penalty: 3711.689209
	Iteration 26F: 3 clusters Score -303336.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 53580 members 
Mstep: Class 2 contains 38446 members 
Mstep: Class 3 contains 244 members 
Mstep: Class 4 contains 27022 members 
Mstep: Class 5 contains 36922 members 
Mstep: Class 6 contains 481 members 
Mstep: Class 7 contains 811 members 
Mstep: Class 8 contains 28992 members 
Mstep: Class 9 contains 57155 members 
Mstep: Class 10 contains 1393 members 
Mstep: Class 11 contains 753 members 
Mstep: Class 12 contains 1025 members 
Mstep: Class 13 contains 65177 members 
Mstep: Class 15 contains 96075 members 
Mstep: Class 16 contains 1356 members 
Mstep: Class 17 contains 9012 members 
Mstep: Class 18 contains 58439 members 
Mstep: Class 19 contains 66487 members 
Mstep: Class 20 contains 74464 members 
Entering Unmasked Estep 
Score: -111084176.000000 Penalty: 62830.093750
Splitting cluster 11 changes total score from -111068136.000000 to -111084176.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 13 (65177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65177 members 
Entering Unmasked Estep 
Score: -11904060.000000 Penalty: 2749.045654
	Iteration 0F: 2 clusters Score -1.190406e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 32659 members 
Entering Unmasked Estep 
Score: -11877483.000000 Penalty: 5498.091309
	Iteration 0F: 3 clusters Score -1.187748e+07 nChanged 30206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -11895117.000000 Penalty: 5498.091309
	Iteration 1F: 3 clusters Score -1.189512e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30778 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -11896039.000000 Penalty: 5498.091309
	Iteration 2Q: 3 clusters Score -1.189604e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -11897063.000000 Penalty: 5498.091309
	Iteration 3Q: 3 clusters Score -1.189706e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -11898269.000000 Penalty: 5498.091309
	Iteration 4Q: 3 clusters Score -1.189827e+07 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -11900007.000000 Penalty: 5498.091309
	Iteration 5F: 3 clusters Score -1.190001e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -11902321.000000 Penalty: 5498.091309
	Iteration 6F: 3 clusters Score -1.190232e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -11904377.000000 Penalty: 5498.091309
	Iteration 7F: 3 clusters Score -1.190438e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 48436 members 
Entering Unmasked Estep 
Score: -11904693.000000 Penalty: 5498.091309
	Iteration 8F: 3 clusters Score -1.190469e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 52264 members 
Entering Unmasked Estep 
Score: -11904383.000000 Penalty: 5498.091309
	Iteration 9F: 3 clusters Score -1.190438e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 55107 members 
Entering Unmasked Estep 
Score: -11904149.000000 Penalty: 5498.091309
	Iteration 10Q: 3 clusters Score -1.190415e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 56958 members 
Entering Unmasked Estep 
Score: -11904004.000000 Penalty: 5498.091309
	Iteration 11Q: 3 clusters Score -1.1904e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 58111 members 
Entering Unmasked Estep 
Score: -11903828.000000 Penalty: 5498.091309
	Iteration 12Q: 3 clusters Score -1.190383e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 58939 members 
Entering Unmasked Estep 
Score: -11903671.000000 Penalty: 5498.091309
	Iteration 13Q: 3 clusters Score -1.190367e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 59528 members 
Entering Unmasked Estep 
Score: -11903621.000000 Penalty: 5498.091309
	Iteration 14Q: 3 clusters Score -1.190362e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 59966 members 
Entering Unmasked Estep 
Score: -11903618.000000 Penalty: 5498.091309
	Iteration 15Q: 3 clusters Score -1.190362e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 60347 members 
Entering Unmasked Estep 
Score: -11903591.000000 Penalty: 5498.091309
	Iteration 16Q: 3 clusters Score -1.190359e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 60701 members 
Entering Unmasked Estep 
Score: -11903547.000000 Penalty: 5498.091309
	Iteration 17Q: 3 clusters Score -1.190355e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 60993 members 
Entering Unmasked Estep 
Score: -11903553.000000 Penalty: 5498.091309
	Iteration 18Q: 3 clusters Score -1.190355e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 61251 members 
Entering Unmasked Estep 
Score: -11903507.000000 Penalty: 5498.091309
	Iteration 19Q: 3 clusters Score -1.190351e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 61470 members 
Entering Unmasked Estep 
Score: -11903511.000000 Penalty: 5498.091309
	Iteration 20F: 3 clusters Score -1.190351e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 61664 members 
Entering Unmasked Estep 
Score: -11903475.000000 Penalty: 5498.091309
	Iteration 21Q: 3 clusters Score -1.190348e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 61833 members 
Entering Unmasked Estep 
Score: -11903474.000000 Penalty: 5498.091309
	Iteration 22Q: 3 clusters Score -1.190347e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 61996 members 
Entering Unmasked Estep 
Score: -11903432.000000 Penalty: 5498.091309
	Iteration 23Q: 3 clusters Score -1.190343e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 62145 members 
Entering Unmasked Estep 
Score: -11903414.000000 Penalty: 5498.091309
	Iteration 24Q: 3 clusters Score -1.190341e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 62293 members 
Entering Unmasked Estep 
Score: -11903439.000000 Penalty: 5498.091309
	Iteration 25Q: 3 clusters Score -1.190344e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 62425 members 
Entering Unmasked Estep 
Score: -11903507.000000 Penalty: 5498.091309
	Iteration 26Q: 3 clusters Score -1.190351e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 62555 members 
Entering Unmasked Estep 
Score: -11903528.000000 Penalty: 5498.091309
	Iteration 27Q: 3 clusters Score -1.190353e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 62664 members 
Entering Unmasked Estep 
Score: -11903540.000000 Penalty: 5498.091309
	Iteration 28Q: 3 clusters Score -1.190354e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 62753 members 
Entering Unmasked Estep 
Score: -11903527.000000 Penalty: 5498.091309
	Iteration 29Q: 3 clusters Score -1.190353e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 62813 members 
Entering Unmasked Estep 
Score: -11903574.000000 Penalty: 5498.091309
	Iteration 30Q: 3 clusters Score -1.190357e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 62870 members 
Entering Unmasked Estep 
Score: -11903549.000000 Penalty: 5498.091309
	Iteration 31Q: 3 clusters Score -1.190355e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 62929 members 
Entering Unmasked Estep 
Score: -11903566.000000 Penalty: 5498.091309
	Iteration 32Q: 3 clusters Score -1.190357e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 62982 members 
Entering Unmasked Estep 
Score: -11903550.000000 Penalty: 5498.091309
	Iteration 33Q: 3 clusters Score -1.190355e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 63035 members 
Entering Unmasked Estep 
Score: -11903544.000000 Penalty: 5498.091309
	Iteration 34Q: 3 clusters Score -1.190354e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 63076 members 
Entering Unmasked Estep 
Score: -11903560.000000 Penalty: 5498.091309
	Iteration 35Q: 3 clusters Score -1.190356e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 63113 members 
Entering Unmasked Estep 
Score: -11903531.000000 Penalty: 5498.091309
	Iteration 36Q: 3 clusters Score -1.190353e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 63159 members 
Entering Unmasked Estep 
Score: -11903544.000000 Penalty: 5498.091309
	Iteration 37Q: 3 clusters Score -1.190354e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 63195 members 
Entering Unmasked Estep 
Score: -11903545.000000 Penalty: 5498.091309
	Iteration 38Q: 3 clusters Score -1.190354e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 63233 members 
Entering Unmasked Estep 
Score: -11903543.000000 Penalty: 5498.091309
	Iteration 39Q: 3 clusters Score -1.190354e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 63268 members 
Entering Unmasked Estep 
Score: -11903550.000000 Penalty: 5498.091309
	Iteration 40F: 3 clusters Score -1.190355e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 63305 members 
Entering Unmasked Estep 
Score: -11903580.000000 Penalty: 5498.091309
	Iteration 41Q: 3 clusters Score -1.190358e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 63345 members 
Entering Unmasked Estep 
Score: -11903577.000000 Penalty: 5498.091309
	Iteration 42Q: 3 clusters Score -1.190358e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 63377 members 
Entering Unmasked Estep 
Score: -11903587.000000 Penalty: 5498.091309
	Iteration 43Q: 3 clusters Score -1.190359e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 63411 members 
Entering Unmasked Estep 
Score: -11903569.000000 Penalty: 5498.091309
	Iteration 44Q: 3 clusters Score -1.190357e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 63438 members 
Entering Unmasked Estep 
Score: -11903570.000000 Penalty: 5498.091309
	Iteration 45Q: 3 clusters Score -1.190357e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 63467 members 
Entering Unmasked Estep 
Score: -11903559.000000 Penalty: 5498.091309
	Iteration 46Q: 3 clusters Score -1.190356e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 63482 members 
Entering Unmasked Estep 
Score: -11903566.000000 Penalty: 5498.091309
	Iteration 47Q: 3 clusters Score -1.190357e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 63494 members 
Entering Unmasked Estep 
Score: -11903557.000000 Penalty: 5498.091309
	Iteration 48Q: 3 clusters Score -1.190356e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 63517 members 
Entering Unmasked Estep 
Score: -11903550.000000 Penalty: 5498.091309
	Iteration 49Q: 3 clusters Score -1.190355e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 63544 members 
Entering Unmasked Estep 
Score: -11903559.000000 Penalty: 5498.091309
	Iteration 50Q: 3 clusters Score -1.190356e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 63573 members 
Entering Unmasked Estep 
Score: -11903544.000000 Penalty: 5498.091309
	Iteration 51Q: 3 clusters Score -1.190354e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 63596 members 
Entering Unmasked Estep 
Score: -11903560.000000 Penalty: 5498.091309
	Iteration 52Q: 3 clusters Score -1.190356e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 63610 members 
Entering Unmasked Estep 
Score: -11903544.000000 Penalty: 5498.091309
	Iteration 53Q: 3 clusters Score -1.190354e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 63628 members 
Entering Unmasked Estep 
Score: -11903568.000000 Penalty: 5498.091309
	Iteration 54Q: 3 clusters Score -1.190357e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 63647 members 
Entering Unmasked Estep 
Score: -11903552.000000 Penalty: 5498.091309
	Iteration 55Q: 3 clusters Score -1.190355e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 63667 members 
Entering Unmasked Estep 
Score: -11903557.000000 Penalty: 5498.091309
	Iteration 56Q: 3 clusters Score -1.190356e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 63682 members 
Entering Unmasked Estep 
Score: -11903543.000000 Penalty: 5498.091309
	Iteration 57Q: 3 clusters Score -1.190354e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 63696 members 
Entering Unmasked Estep 
Score: -11903547.000000 Penalty: 5498.091309
	Iteration 58Q: 3 clusters Score -1.190355e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 63710 members 
Entering Unmasked Estep 
Score: -11903566.000000 Penalty: 5498.091309
	Iteration 59Q: 3 clusters Score -1.190357e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 63723 members 
Entering Unmasked Estep 
Score: -11903559.000000 Penalty: 5498.091309
	Iteration 60F: 3 clusters Score -1.190356e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 63739 members 
Entering Unmasked Estep 
Score: -11903577.000000 Penalty: 5498.091309
	Iteration 61Q: 3 clusters Score -1.190358e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 63758 members 
Entering Unmasked Estep 
Score: -11903567.000000 Penalty: 5498.091309
	Iteration 62Q: 3 clusters Score -1.190357e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 63770 members 
Entering Unmasked Estep 
Score: -11903561.000000 Penalty: 5498.091309
	Iteration 63Q: 3 clusters Score -1.190356e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 63783 members 
Entering Unmasked Estep 
Score: -11903534.000000 Penalty: 5498.091309
	Iteration 64Q: 3 clusters Score -1.190353e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 63797 members 
Entering Unmasked Estep 
Score: -11903518.000000 Penalty: 5498.091309
	Iteration 65Q: 3 clusters Score -1.190352e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 63807 members 
Entering Unmasked Estep 
Score: -11903519.000000 Penalty: 5498.091309
	Iteration 66Q: 3 clusters Score -1.190352e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 63819 members 
Entering Unmasked Estep 
Score: -11903517.000000 Penalty: 5498.091309
	Iteration 67Q: 3 clusters Score -1.190352e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 63833 members 
Entering Unmasked Estep 
Score: -11903521.000000 Penalty: 5498.091309
	Iteration 68Q: 3 clusters Score -1.190352e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 63843 members 
Entering Unmasked Estep 
Score: -11903535.000000 Penalty: 5498.091309
	Iteration 69Q: 3 clusters Score -1.190354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 63845 members 
Entering Unmasked Estep 
Score: -11903531.000000 Penalty: 5498.091309
	Iteration 70Q: 3 clusters Score -1.190353e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 63849 members 
Entering Unmasked Estep 
Score: -11903533.000000 Penalty: 5498.091309
	Iteration 71Q: 3 clusters Score -1.190353e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 63851 members 
Entering Unmasked Estep 
Score: -11903520.000000 Penalty: 5498.091309
	Iteration 72Q: 3 clusters Score -1.190352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 63851 members 
Entering Unmasked Estep 
Score: -11903526.000000 Penalty: 5498.091309
	Iteration 73Q: 3 clusters Score -1.190353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 63853 members 
Entering Unmasked Estep 
Score: -11903533.000000 Penalty: 5498.091309
	Iteration 74Q: 3 clusters Score -1.190353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 63856 members 
Entering Unmasked Estep 
Score: -11903531.000000 Penalty: 5498.091309
	Iteration 75Q: 3 clusters Score -1.190353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 63858 members 
Entering Unmasked Estep 
Score: -11903531.000000 Penalty: 5498.091309
	Iteration 76Q: 3 clusters Score -1.190353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 63860 members 
Entering Unmasked Estep 
Score: -11903531.000000 Penalty: 5498.091309
	Iteration 77Q: 3 clusters Score -1.190353e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 63860 members 
Entering Unmasked Estep 
Score: -11903531.000000 Penalty: 5498.091309
	Iteration 78F: 3 clusters Score -1.190353e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (96075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96075 members 
Entering Unmasked Estep 
Score: -17250080.000000 Penalty: 2845.275391
	Iteration 0F: 2 clusters Score -1.725008e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48022 members 
Mstep: Class 2 contains 48053 members 
Entering Unmasked Estep 
Score: -17213606.000000 Penalty: 5690.550781
	Iteration 0F: 3 clusters Score -1.721361e+07 nChanged 45361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48485 members 
Mstep: Class 2 contains 47590 members 
Entering Unmasked Estep 
Score: -17239420.000000 Penalty: 5690.550781
	Iteration 1F: 3 clusters Score -1.723942e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48861 members 
Mstep: Class 2 contains 47214 members 
Entering Unmasked Estep 
Score: -17240310.000000 Penalty: 5690.550781
	Iteration 2Q: 3 clusters Score -1.724031e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 2 contains 46714 members 
Entering Unmasked Estep 
Score: -17241594.000000 Penalty: 5690.550781
	Iteration 3Q: 3 clusters Score -1.724159e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50243 members 
Mstep: Class 2 contains 45832 members 
Entering Unmasked Estep 
Score: -17243458.000000 Penalty: 5690.550781
	Iteration 4Q: 3 clusters Score -1.724346e+07 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51577 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -17246648.000000 Penalty: 5690.550781
	Iteration 5F: 3 clusters Score -1.724665e+07 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53222 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -17250654.000000 Penalty: 5690.550781
	Iteration 6F: 3 clusters Score -1.725065e+07 nChanged 6932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54638 members 
Mstep: Class 2 contains 41437 members 
Entering Unmasked Estep 
Score: -17254878.000000 Penalty: 5690.550781
	Iteration 7F: 3 clusters Score -1.725488e+07 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54902 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -17258016.000000 Penalty: 5690.550781
	Iteration 8F: 3 clusters Score -1.725802e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53829 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -17260154.000000 Penalty: 5690.550781
	Iteration 9F: 3 clusters Score -1.726015e+07 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51732 members 
Mstep: Class 2 contains 44343 members 
Entering Unmasked Estep 
Score: -17261910.000000 Penalty: 5690.550781
	Iteration 10Q: 3 clusters Score -1.726191e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49239 members 
Mstep: Class 2 contains 46836 members 
Entering Unmasked Estep 
Score: -17263210.000000 Penalty: 5690.550781
	Iteration 11Q: 3 clusters Score -1.726321e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46755 members 
Mstep: Class 2 contains 49320 members 
Entering Unmasked Estep 
Score: -17264152.000000 Penalty: 5690.550781
	Iteration 12Q: 3 clusters Score -1.726415e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44362 members 
Mstep: Class 2 contains 51713 members 
Entering Unmasked Estep 
Score: -17264940.000000 Penalty: 5690.550781
	Iteration 13Q: 3 clusters Score -1.726494e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Mstep: Class 2 contains 53917 members 
Entering Unmasked Estep 
Score: -17265494.000000 Penalty: 5690.550781
	Iteration 14Q: 3 clusters Score -1.726549e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 55835 members 
Entering Unmasked Estep 
Score: -17265962.000000 Penalty: 5690.550781
	Iteration 15Q: 3 clusters Score -1.726596e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38322 members 
Mstep: Class 2 contains 57753 members 
Entering Unmasked Estep 
Score: -17266358.000000 Penalty: 5690.550781
	Iteration 16Q: 3 clusters Score -1.726636e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 59820 members 
Entering Unmasked Estep 
Score: -17266818.000000 Penalty: 5690.550781
	Iteration 17Q: 3 clusters Score -1.726682e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34070 members 
Mstep: Class 2 contains 62005 members 
Entering Unmasked Estep 
Score: -17267134.000000 Penalty: 5690.550781
	Iteration 18Q: 3 clusters Score -1.726713e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 64205 members 
Entering Unmasked Estep 
Score: -17267394.000000 Penalty: 5690.550781
	Iteration 19Q: 3 clusters Score -1.726739e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 66320 members 
Entering Unmasked Estep 
Score: -17267672.000000 Penalty: 5690.550781
	Iteration 20F: 3 clusters Score -1.726767e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 68323 members 
Entering Unmasked Estep 
Score: -17267720.000000 Penalty: 5690.550781
	Iteration 21Q: 3 clusters Score -1.726772e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 70226 members 
Entering Unmasked Estep 
Score: -17267970.000000 Penalty: 5690.550781
	Iteration 22Q: 3 clusters Score -1.726797e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 72135 members 
Entering Unmasked Estep 
Score: -17268110.000000 Penalty: 5690.550781
	Iteration 23Q: 3 clusters Score -1.726811e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 74026 members 
Entering Unmasked Estep 
Score: -17268236.000000 Penalty: 5690.550781
	Iteration 24Q: 3 clusters Score -1.726824e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 75893 members 
Entering Unmasked Estep 
Score: -17268218.000000 Penalty: 5690.550781
	Iteration 25Q: 3 clusters Score -1.726822e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 77735 members 
Entering Unmasked Estep 
Score: -17268164.000000 Penalty: 5690.550781
	Iteration 26Q: 3 clusters Score -1.726816e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 79422 members 
Entering Unmasked Estep 
Score: -17268188.000000 Penalty: 5690.550781
	Iteration 27Q: 3 clusters Score -1.726819e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 80927 members 
Entering Unmasked Estep 
Score: -17268172.000000 Penalty: 5690.550781
	Iteration 28Q: 3 clusters Score -1.726817e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 82388 members 
Entering Unmasked Estep 
Score: -17268044.000000 Penalty: 5690.550781
	Iteration 29Q: 3 clusters Score -1.726804e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 83808 members 
Entering Unmasked Estep 
Score: -17267416.000000 Penalty: 5690.550781
	Iteration 30Q: 3 clusters Score -1.726742e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 85182 members 
Entering Unmasked Estep 
Score: -17266718.000000 Penalty: 5690.550781
	Iteration 31Q: 3 clusters Score -1.726672e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 86824 members 
Entering Unmasked Estep 
Score: -17265122.000000 Penalty: 5690.550781
	Iteration 32Q: 3 clusters Score -1.726512e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 88544 members 
Entering Unmasked Estep 
Score: -17262816.000000 Penalty: 5690.550781
	Iteration 33Q: 3 clusters Score -1.726282e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 90239 members 
Entering Unmasked Estep 
Score: -17260114.000000 Penalty: 5690.550781
	Iteration 34Q: 3 clusters Score -1.726011e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 91777 members 
Entering Unmasked Estep 
Score: -17257278.000000 Penalty: 5690.550781
	Iteration 35Q: 3 clusters Score -1.725728e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 93001 members 
Entering Unmasked Estep 
Score: -17254538.000000 Penalty: 5690.550781
	Iteration 36Q: 3 clusters Score -1.725454e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 93858 members 
Entering Unmasked Estep 
Score: -17252658.000000 Penalty: 5690.550781
	Iteration 37Q: 3 clusters Score -1.725266e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 94370 members 
Entering Unmasked Estep 
Score: -17251446.000000 Penalty: 5690.550781
	Iteration 38Q: 3 clusters Score -1.725145e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 94693 members 
Entering Unmasked Estep 
Score: -17250790.000000 Penalty: 5690.550781
	Iteration 39Q: 3 clusters Score -1.725079e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 94891 members 
Entering Unmasked Estep 
Score: -17250388.000000 Penalty: 5690.550781
	Iteration 40F: 3 clusters Score -1.725039e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 95029 members 
Entering Unmasked Estep 
Score: -17250086.000000 Penalty: 5690.550781
	Iteration 41Q: 3 clusters Score -1.725009e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 95130 members 
Entering Unmasked Estep 
Score: -17249850.000000 Penalty: 5690.550781
	Iteration 42Q: 3 clusters Score -1.724985e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 95201 members 
Entering Unmasked Estep 
Score: -17249718.000000 Penalty: 5690.550781
	Iteration 43Q: 3 clusters Score -1.724972e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 95265 members 
Entering Unmasked Estep 
Score: -17249606.000000 Penalty: 5690.550781
	Iteration 44Q: 3 clusters Score -1.724961e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 95304 members 
Entering Unmasked Estep 
Score: -17249514.000000 Penalty: 5690.550781
	Iteration 45Q: 3 clusters Score -1.724951e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 95332 members 
Entering Unmasked Estep 
Score: -17249504.000000 Penalty: 5690.550781
	Iteration 46Q: 3 clusters Score -1.72495e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 95364 members 
Entering Unmasked Estep 
Score: -17249416.000000 Penalty: 5690.550781
	Iteration 47Q: 3 clusters Score -1.724942e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 95388 members 
Entering Unmasked Estep 
Score: -17249380.000000 Penalty: 5690.550781
	Iteration 48Q: 3 clusters Score -1.724938e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 95405 members 
Entering Unmasked Estep 
Score: -17249344.000000 Penalty: 5690.550781
	Iteration 49Q: 3 clusters Score -1.724934e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 95419 members 
Entering Unmasked Estep 
Score: -17249334.000000 Penalty: 5690.550781
	Iteration 50Q: 3 clusters Score -1.724933e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 95431 members 
Entering Unmasked Estep 
Score: -17249294.000000 Penalty: 5690.550781
	Iteration 51Q: 3 clusters Score -1.724929e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 95442 members 
Entering Unmasked Estep 
Score: -17249262.000000 Penalty: 5690.550781
	Iteration 52Q: 3 clusters Score -1.724926e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 95444 members 
Entering Unmasked Estep 
Score: -17249258.000000 Penalty: 5690.550781
	Iteration 53Q: 3 clusters Score -1.724926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 95448 members 
Entering Unmasked Estep 
Score: -17249262.000000 Penalty: 5690.550781
	Iteration 54Q: 3 clusters Score -1.724926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 95449 members 
Entering Unmasked Estep 
Score: -17249274.000000 Penalty: 5690.550781
	Iteration 55Q: 3 clusters Score -1.724927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 95452 members 
Entering Unmasked Estep 
Score: -17249274.000000 Penalty: 5690.550781
	Iteration 56Q: 3 clusters Score -1.724927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 95453 members 
Entering Unmasked Estep 
Score: -17249268.000000 Penalty: 5690.550781
	Iteration 57Q: 3 clusters Score -1.724927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 95454 members 
Entering Unmasked Estep 
Score: -17249272.000000 Penalty: 5690.550781
	Iteration 58Q: 3 clusters Score -1.724927e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 95453 members 
Entering Unmasked Estep 
Score: -17249284.000000 Penalty: 5690.550781
	Iteration 59Q: 3 clusters Score -1.724928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 95455 members 
Entering Unmasked Estep 
Score: -17249274.000000 Penalty: 5690.550781
	Iteration 60F: 3 clusters Score -1.724927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 95459 members 
Entering Unmasked Estep 
Score: -17249268.000000 Penalty: 5690.550781
	Iteration 61Q: 3 clusters Score -1.724927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 95465 members 
Entering Unmasked Estep 
Score: -17249242.000000 Penalty: 5690.550781
	Iteration 62Q: 3 clusters Score -1.724924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 95469 members 
Entering Unmasked Estep 
Score: -17249254.000000 Penalty: 5690.550781
	Iteration 63Q: 3 clusters Score -1.724925e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 95470 members 
Entering Unmasked Estep 
Score: -17249246.000000 Penalty: 5690.550781
	Iteration 64Q: 3 clusters Score -1.724925e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 95474 members 
Entering Unmasked Estep 
Score: -17249224.000000 Penalty: 5690.550781
	Iteration 65Q: 3 clusters Score -1.724922e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 95475 members 
Entering Unmasked Estep 
Score: -17249216.000000 Penalty: 5690.550781
	Iteration 66Q: 3 clusters Score -1.724922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 95477 members 
Entering Unmasked Estep 
Score: -17249212.000000 Penalty: 5690.550781
	Iteration 67Q: 3 clusters Score -1.724921e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 95481 members 
Entering Unmasked Estep 
Score: -17249208.000000 Penalty: 5690.550781
	Iteration 68Q: 3 clusters Score -1.724921e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 95484 members 
Entering Unmasked Estep 
Score: -17249200.000000 Penalty: 5690.550781
	Iteration 69Q: 3 clusters Score -1.72492e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 95487 members 
Entering Unmasked Estep 
Score: -17249194.000000 Penalty: 5690.550781
	Iteration 70Q: 3 clusters Score -1.724919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 95490 members 
Entering Unmasked Estep 
Score: -17249188.000000 Penalty: 5690.550781
	Iteration 71Q: 3 clusters Score -1.724919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 95493 members 
Entering Unmasked Estep 
Score: -17249180.000000 Penalty: 5690.550781
	Iteration 72Q: 3 clusters Score -1.724918e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 95496 members 
Entering Unmasked Estep 
Score: -17249170.000000 Penalty: 5690.550781
	Iteration 73Q: 3 clusters Score -1.724917e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 95498 members 
Entering Unmasked Estep 
Score: -17249158.000000 Penalty: 5690.550781
	Iteration 74Q: 3 clusters Score -1.724916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 95499 members 
Entering Unmasked Estep 
Score: -17249152.000000 Penalty: 5690.550781
	Iteration 75Q: 3 clusters Score -1.724915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 95500 members 
Entering Unmasked Estep 
Score: -17249154.000000 Penalty: 5690.550781
	Iteration 76Q: 3 clusters Score -1.724915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 95504 members 
Entering Unmasked Estep 
Score: -17249134.000000 Penalty: 5690.550781
	Iteration 77Q: 3 clusters Score -1.724913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 95504 members 
Entering Unmasked Estep 
Score: -17249134.000000 Penalty: 5690.550781
	Iteration 78F: 3 clusters Score -1.724913e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Entering Unmasked Estep 
Score: -177759.656250 Penalty: 1788.649048
	Iteration 0F: 2 clusters Score -177759.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -175786.343750 Penalty: 3577.298096
	Iteration 0F: 3 clusters Score -175786.3 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -177000.828125 Penalty: 3577.298096
	Iteration 1F: 3 clusters Score -177000.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -177764.718750 Penalty: 3577.298096
	Iteration 2F: 3 clusters Score -177764.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -178147.234375 Penalty: 3577.298096
	Iteration 3F: 3 clusters Score -178147.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -178336.421875 Penalty: 3577.298096
	Iteration 4Q: 3 clusters Score -178336.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -178456.640625 Penalty: 3577.298096
	Iteration 5Q: 3 clusters Score -178456.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -178538.875000 Penalty: 3577.298096
	Iteration 6Q: 3 clusters Score -178538.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -178608.359375 Penalty: 3577.298096
	Iteration 7Q: 3 clusters Score -178608.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -178625.250000 Penalty: 3577.298096
	Iteration 8Q: 3 clusters Score -178625.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -178635.359375 Penalty: 3577.298096
	Iteration 9Q: 3 clusters Score -178635.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -178636.984375 Penalty: 3577.298096
	Iteration 10Q: 3 clusters Score -178637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -178640.156250 Penalty: 3577.298096
	Iteration 11Q: 3 clusters Score -178640.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -178641.781250 Penalty: 3577.298096
	Iteration 12Q: 3 clusters Score -178641.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -178641.781250 Penalty: 3577.298096
	Iteration 13F: 3 clusters Score -178641.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 53580 members 
Mstep: Class 2 contains 38446 members 
Mstep: Class 3 contains 244 members 
Mstep: Class 4 contains 27022 members 
Mstep: Class 5 contains 36922 members 
Mstep: Class 6 contains 481 members 
Mstep: Class 7 contains 811 members 
Mstep: Class 8 contains 28992 members 
Mstep: Class 9 contains 57155 members 
Mstep: Class 10 contains 1393 members 
Mstep: Class 11 contains 753 members 
Mstep: Class 12 contains 1025 members 
Mstep: Class 13 contains 65177 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 96075 members 
Mstep: Class 16 contains 756 members 
Mstep: Class 17 contains 9012 members 
Mstep: Class 18 contains 58439 members 
Mstep: Class 19 contains 66487 members 
Mstep: Class 20 contains 74464 members 
Entering Unmasked Estep 
Score: -111083576.000000 Penalty: 66136.937500
Splitting cluster 16 changes total score from -111068136.000000 to -111083576.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 17 (9012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Entering Unmasked Estep 
Score: -1580328.000000 Penalty: 2258.365479
	Iteration 0F: 2 clusters Score -1580328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1573285.375000 Penalty: 4516.730957
	Iteration 0F: 3 clusters Score -1573285 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1575397.000000 Penalty: 4516.730957
	Iteration 1F: 3 clusters Score -1575397 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1575873.875000 Penalty: 4516.730957
	Iteration 2F: 3 clusters Score -1575874 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1576234.625000 Penalty: 4516.730957
	Iteration 3F: 3 clusters Score -1576235 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1576451.500000 Penalty: 4516.730957
	Iteration 4Q: 3 clusters Score -1576452 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1576627.500000 Penalty: 4516.730957
	Iteration 5Q: 3 clusters Score -1576628 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1576765.750000 Penalty: 4516.730957
	Iteration 6Q: 3 clusters Score -1576766 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1576902.000000 Penalty: 4516.730957
	Iteration 7Q: 3 clusters Score -1576902 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1577053.875000 Penalty: 4516.730957
	Iteration 8Q: 3 clusters Score -1577054 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1577274.500000 Penalty: 4516.730957
	Iteration 9Q: 3 clusters Score -1577274 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1577565.750000 Penalty: 4516.730957
	Iteration 10Q: 3 clusters Score -1577566 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1577924.250000 Penalty: 4516.730957
	Iteration 11Q: 3 clusters Score -1577924 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1578261.750000 Penalty: 4516.730957
	Iteration 12Q: 3 clusters Score -1578262 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1578565.750000 Penalty: 4516.730957
	Iteration 13Q: 3 clusters Score -1578566 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1578750.250000 Penalty: 4516.730957
	Iteration 14Q: 3 clusters Score -1578750 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1578865.125000 Penalty: 4516.730957
	Iteration 15Q: 3 clusters Score -1578865 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1578935.750000 Penalty: 4516.730957
	Iteration 16Q: 3 clusters Score -1578936 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1578967.000000 Penalty: 4516.730957
	Iteration 17Q: 3 clusters Score -1578967 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1578996.625000 Penalty: 4516.730957
	Iteration 18Q: 3 clusters Score -1578997 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1579010.875000 Penalty: 4516.730957
	Iteration 19Q: 3 clusters Score -1579011 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1579067.375000 Penalty: 4516.730957
	Iteration 20F: 3 clusters Score -1579067 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1579239.500000 Penalty: 4516.730957
	Iteration 21Q: 3 clusters Score -1579240 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1579589.375000 Penalty: 4516.730957
	Iteration 22Q: 3 clusters Score -1579589 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1579858.875000 Penalty: 4516.730957
	Iteration 23Q: 3 clusters Score -1579859 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1579989.875000 Penalty: 4516.730957
	Iteration 24Q: 3 clusters Score -1579990 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1580065.500000 Penalty: 4516.730957
	Iteration 25Q: 3 clusters Score -1580066 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -1580095.750000 Penalty: 4516.730957
	Iteration 26Q: 3 clusters Score -1580096 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1580112.750000 Penalty: 4516.730957
	Iteration 27Q: 3 clusters Score -1580113 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1580117.750000 Penalty: 4516.730957
	Iteration 28Q: 3 clusters Score -1580118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1580122.750000 Penalty: 4516.730957
	Iteration 29Q: 3 clusters Score -1580123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1580122.875000 Penalty: 4516.730957
	Iteration 30Q: 3 clusters Score -1580123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1580125.375000 Penalty: 4516.730957
	Iteration 31Q: 3 clusters Score -1580125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1580130.125000 Penalty: 4516.730957
	Iteration 32Q: 3 clusters Score -1580130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -1580132.375000 Penalty: 4516.730957
	Iteration 33Q: 3 clusters Score -1580132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1580130.750000 Penalty: 4516.730957
	Iteration 34Q: 3 clusters Score -1580131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1580131.375000 Penalty: 4516.730957
	Iteration 35Q: 3 clusters Score -1580131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1580132.375000 Penalty: 4516.730957
	Iteration 36Q: 3 clusters Score -1580132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1580132.375000 Penalty: 4516.730957
	Iteration 37F: 3 clusters Score -1580132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (58439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58439 members 
Entering Unmasked Estep 
Score: -10660517.000000 Penalty: 2721.983154
	Iteration 0F: 2 clusters Score -1.066052e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 29197 members 
Entering Unmasked Estep 
Score: -10630533.000000 Penalty: 5443.966309
	Iteration 0F: 3 clusters Score -1.063053e+07 nChanged 27065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -10645438.000000 Penalty: 5443.966309
	Iteration 1F: 3 clusters Score -1.064544e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -10646001.000000 Penalty: 5443.966309
	Iteration 2Q: 3 clusters Score -1.0646e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -10646446.000000 Penalty: 5443.966309
	Iteration 3Q: 3 clusters Score -1.064645e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29172 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -10646797.000000 Penalty: 5443.966309
	Iteration 4Q: 3 clusters Score -1.06468e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -10647071.000000 Penalty: 5443.966309
	Iteration 5Q: 3 clusters Score -1.064707e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -10647420.000000 Penalty: 5443.966309
	Iteration 6Q: 3 clusters Score -1.064742e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -10647717.000000 Penalty: 5443.966309
	Iteration 7Q: 3 clusters Score -1.064772e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29543 members 
Mstep: Class 2 contains 28896 members 
Entering Unmasked Estep 
Score: -10648132.000000 Penalty: 5443.966309
	Iteration 8Q: 3 clusters Score -1.064813e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -10648508.000000 Penalty: 5443.966309
	Iteration 9Q: 3 clusters Score -1.064851e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -10648972.000000 Penalty: 5443.966309
	Iteration 10Q: 3 clusters Score -1.064897e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30506 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -10649566.000000 Penalty: 5443.966309
	Iteration 11Q: 3 clusters Score -1.064957e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -10650446.000000 Penalty: 5443.966309
	Iteration 12Q: 3 clusters Score -1.065045e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -10651606.000000 Penalty: 5443.966309
	Iteration 13Q: 3 clusters Score -1.065161e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -10653128.000000 Penalty: 5443.966309
	Iteration 14Q: 3 clusters Score -1.065313e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -10654881.000000 Penalty: 5443.966309
	Iteration 15F: 3 clusters Score -1.065488e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -10656579.000000 Penalty: 5443.966309
	Iteration 16Q: 3 clusters Score -1.065658e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35536 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -10657700.000000 Penalty: 5443.966309
	Iteration 17Q: 3 clusters Score -1.06577e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -10658347.000000 Penalty: 5443.966309
	Iteration 18Q: 3 clusters Score -1.065835e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -10658737.000000 Penalty: 5443.966309
	Iteration 19Q: 3 clusters Score -1.065874e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37622 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -10659106.000000 Penalty: 5443.966309
	Iteration 20F: 3 clusters Score -1.065911e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38363 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -10659383.000000 Penalty: 5443.966309
	Iteration 21Q: 3 clusters Score -1.065938e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -10659760.000000 Penalty: 5443.966309
	Iteration 22Q: 3 clusters Score -1.065976e+07 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -10660047.000000 Penalty: 5443.966309
	Iteration 23Q: 3 clusters Score -1.066005e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -10660460.000000 Penalty: 5443.966309
	Iteration 24Q: 3 clusters Score -1.066046e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -10660850.000000 Penalty: 5443.966309
	Iteration 25Q: 3 clusters Score -1.066085e+07 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43518 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -10661120.000000 Penalty: 5443.966309
	Iteration 26Q: 3 clusters Score -1.066112e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45017 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -10661303.000000 Penalty: 5443.966309
	Iteration 27Q: 3 clusters Score -1.06613e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46553 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -10661341.000000 Penalty: 5443.966309
	Iteration 28Q: 3 clusters Score -1.066134e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48048 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -10661389.000000 Penalty: 5443.966309
	Iteration 29Q: 3 clusters Score -1.066139e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49394 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -10661175.000000 Penalty: 5443.966309
	Iteration 30Q: 3 clusters Score -1.066118e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50601 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -10661112.000000 Penalty: 5443.966309
	Iteration 31Q: 3 clusters Score -1.066111e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51575 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -10661038.000000 Penalty: 5443.966309
	Iteration 32Q: 3 clusters Score -1.066104e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52362 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -10661050.000000 Penalty: 5443.966309
	Iteration 33Q: 3 clusters Score -1.066105e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52988 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -10660949.000000 Penalty: 5443.966309
	Iteration 34Q: 3 clusters Score -1.066095e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53477 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -10660871.000000 Penalty: 5443.966309
	Iteration 35Q: 3 clusters Score -1.066087e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53855 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -10660806.000000 Penalty: 5443.966309
	Iteration 36Q: 3 clusters Score -1.066081e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54177 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -10660744.000000 Penalty: 5443.966309
	Iteration 37Q: 3 clusters Score -1.066074e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54441 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -10660734.000000 Penalty: 5443.966309
	Iteration 38Q: 3 clusters Score -1.066073e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54672 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -10660713.000000 Penalty: 5443.966309
	Iteration 39Q: 3 clusters Score -1.066071e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54838 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -10660789.000000 Penalty: 5443.966309
	Iteration 40F: 3 clusters Score -1.066079e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55044 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -10660774.000000 Penalty: 5443.966309
	Iteration 41Q: 3 clusters Score -1.066077e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55203 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -10660725.000000 Penalty: 5443.966309
	Iteration 42Q: 3 clusters Score -1.066072e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55347 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -10660702.000000 Penalty: 5443.966309
	Iteration 43Q: 3 clusters Score -1.06607e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55459 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -10660639.000000 Penalty: 5443.966309
	Iteration 44Q: 3 clusters Score -1.066064e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55551 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -10660631.000000 Penalty: 5443.966309
	Iteration 45Q: 3 clusters Score -1.066063e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55634 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -10660619.000000 Penalty: 5443.966309
	Iteration 46Q: 3 clusters Score -1.066062e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55701 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -10660588.000000 Penalty: 5443.966309
	Iteration 47Q: 3 clusters Score -1.066059e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55773 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -10660549.000000 Penalty: 5443.966309
	Iteration 48Q: 3 clusters Score -1.066055e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55834 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -10660522.000000 Penalty: 5443.966309
	Iteration 49Q: 3 clusters Score -1.066052e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55885 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -10660504.000000 Penalty: 5443.966309
	Iteration 50Q: 3 clusters Score -1.06605e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55924 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -10660483.000000 Penalty: 5443.966309
	Iteration 51Q: 3 clusters Score -1.066048e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55951 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -10660470.000000 Penalty: 5443.966309
	Iteration 52Q: 3 clusters Score -1.066047e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55981 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -10660461.000000 Penalty: 5443.966309
	Iteration 53Q: 3 clusters Score -1.066046e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56008 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -10660440.000000 Penalty: 5443.966309
	Iteration 54Q: 3 clusters Score -1.066044e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56021 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -10660443.000000 Penalty: 5443.966309
	Iteration 55Q: 3 clusters Score -1.066044e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56038 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -10660430.000000 Penalty: 5443.966309
	Iteration 56Q: 3 clusters Score -1.066043e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56058 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -10660416.000000 Penalty: 5443.966309
	Iteration 57Q: 3 clusters Score -1.066042e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56078 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -10660407.000000 Penalty: 5443.966309
	Iteration 58Q: 3 clusters Score -1.066041e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56091 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -10660402.000000 Penalty: 5443.966309
	Iteration 59Q: 3 clusters Score -1.06604e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56107 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -10660397.000000 Penalty: 5443.966309
	Iteration 60F: 3 clusters Score -1.06604e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56126 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -10660394.000000 Penalty: 5443.966309
	Iteration 61Q: 3 clusters Score -1.066039e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56148 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -10660375.000000 Penalty: 5443.966309
	Iteration 62Q: 3 clusters Score -1.066038e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56164 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -10660381.000000 Penalty: 5443.966309
	Iteration 63Q: 3 clusters Score -1.066038e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56180 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -10660384.000000 Penalty: 5443.966309
	Iteration 64Q: 3 clusters Score -1.066038e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56198 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -10660386.000000 Penalty: 5443.966309
	Iteration 65Q: 3 clusters Score -1.066039e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56209 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -10660374.000000 Penalty: 5443.966309
	Iteration 66Q: 3 clusters Score -1.066037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56217 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -10660374.000000 Penalty: 5443.966309
	Iteration 67Q: 3 clusters Score -1.066037e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56223 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -10660369.000000 Penalty: 5443.966309
	Iteration 68Q: 3 clusters Score -1.066037e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56230 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -10660376.000000 Penalty: 5443.966309
	Iteration 69Q: 3 clusters Score -1.066038e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56238 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -10660367.000000 Penalty: 5443.966309
	Iteration 70Q: 3 clusters Score -1.066037e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56246 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -10660341.000000 Penalty: 5443.966309
	Iteration 71Q: 3 clusters Score -1.066034e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56255 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -10660336.000000 Penalty: 5443.966309
	Iteration 72Q: 3 clusters Score -1.066034e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56262 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -10660340.000000 Penalty: 5443.966309
	Iteration 73Q: 3 clusters Score -1.066034e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56271 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -10660322.000000 Penalty: 5443.966309
	Iteration 74Q: 3 clusters Score -1.066032e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56275 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -10660315.000000 Penalty: 5443.966309
	Iteration 75Q: 3 clusters Score -1.066032e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56278 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -10660308.000000 Penalty: 5443.966309
	Iteration 76Q: 3 clusters Score -1.066031e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56281 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -10660314.000000 Penalty: 5443.966309
	Iteration 77Q: 3 clusters Score -1.066031e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56282 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -10660307.000000 Penalty: 5443.966309
	Iteration 78Q: 3 clusters Score -1.066031e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56282 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -10660307.000000 Penalty: 5443.966309
	Iteration 79F: 3 clusters Score -1.066031e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (66487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66487 members 
Entering Unmasked Estep 
Score: -12109460.000000 Penalty: 2753.980957
	Iteration 0F: 2 clusters Score -1.210946e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -12078115.000000 Penalty: 5507.961914
	Iteration 0F: 3 clusters Score -1.207812e+07 nChanged 30935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -12095430.000000 Penalty: 5507.961914
	Iteration 1F: 3 clusters Score -1.209543e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 36232 members 
Entering Unmasked Estep 
Score: -12096096.000000 Penalty: 5507.961914
	Iteration 2Q: 3 clusters Score -1.20961e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
Score: -12097092.000000 Penalty: 5507.961914
	Iteration 3Q: 3 clusters Score -1.209709e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 40088 members 
Entering Unmasked Estep 
Score: -12098593.000000 Penalty: 5507.961914
	Iteration 4Q: 3 clusters Score -1.209859e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -12100651.000000 Penalty: 5507.961914
	Iteration 5F: 3 clusters Score -1.210065e+07 nChanged 4079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -12102682.000000 Penalty: 5507.961914
	Iteration 6F: 3 clusters Score -1.210268e+07 nChanged 4190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 49660 members 
Entering Unmasked Estep 
Score: -12104529.000000 Penalty: 5507.961914
	Iteration 7F: 3 clusters Score -1.210453e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 51852 members 
Entering Unmasked Estep 
Score: -12106495.000000 Penalty: 5507.961914
	Iteration 8F: 3 clusters Score -1.21065e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 52880 members 
Entering Unmasked Estep 
Score: -12108157.000000 Penalty: 5507.961914
	Iteration 9F: 3 clusters Score -1.210816e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 52863 members 
Entering Unmasked Estep 
Score: -12109470.000000 Penalty: 5507.961914
	Iteration 10Q: 3 clusters Score -1.210947e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 52396 members 
Entering Unmasked Estep 
Score: -12110164.000000 Penalty: 5507.961914
	Iteration 11Q: 3 clusters Score -1.211016e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 51733 members 
Entering Unmasked Estep 
Score: -12110590.000000 Penalty: 5507.961914
	Iteration 12Q: 3 clusters Score -1.211059e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15470 members 
Mstep: Class 2 contains 51017 members 
Entering Unmasked Estep 
Score: -12110889.000000 Penalty: 5507.961914
	Iteration 13Q: 3 clusters Score -1.211089e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 50370 members 
Entering Unmasked Estep 
Score: -12111090.000000 Penalty: 5507.961914
	Iteration 14Q: 3 clusters Score -1.211109e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 49707 members 
Entering Unmasked Estep 
Score: -12111292.000000 Penalty: 5507.961914
	Iteration 15Q: 3 clusters Score -1.211129e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 49045 members 
Entering Unmasked Estep 
Score: -12111425.000000 Penalty: 5507.961914
	Iteration 16Q: 3 clusters Score -1.211142e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 48362 members 
Entering Unmasked Estep 
Score: -12111657.000000 Penalty: 5507.961914
	Iteration 17Q: 3 clusters Score -1.211166e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 47724 members 
Entering Unmasked Estep 
Score: -12111861.000000 Penalty: 5507.961914
	Iteration 18Q: 3 clusters Score -1.211186e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 47085 members 
Entering Unmasked Estep 
Score: -12112146.000000 Penalty: 5507.961914
	Iteration 19Q: 3 clusters Score -1.211215e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -12112342.000000 Penalty: 5507.961914
	Iteration 20F: 3 clusters Score -1.211234e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 45991 members 
Entering Unmasked Estep 
Score: -12112562.000000 Penalty: 5507.961914
	Iteration 21Q: 3 clusters Score -1.211256e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -12112678.000000 Penalty: 5507.961914
	Iteration 22Q: 3 clusters Score -1.211268e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
Score: -12112911.000000 Penalty: 5507.961914
	Iteration 23Q: 3 clusters Score -1.211291e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 44925 members 
Entering Unmasked Estep 
Score: -12113003.000000 Penalty: 5507.961914
	Iteration 24Q: 3 clusters Score -1.2113e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 44641 members 
Entering Unmasked Estep 
Score: -12113064.000000 Penalty: 5507.961914
	Iteration 25Q: 3 clusters Score -1.211306e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -12113067.000000 Penalty: 5507.961914
	Iteration 26Q: 3 clusters Score -1.211307e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -12113147.000000 Penalty: 5507.961914
	Iteration 27Q: 3 clusters Score -1.211315e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -12113184.000000 Penalty: 5507.961914
	Iteration 28Q: 3 clusters Score -1.211318e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 43833 members 
Entering Unmasked Estep 
Score: -12113134.000000 Penalty: 5507.961914
	Iteration 29Q: 3 clusters Score -1.211313e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -12113174.000000 Penalty: 5507.961914
	Iteration 30Q: 3 clusters Score -1.211317e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -12113239.000000 Penalty: 5507.961914
	Iteration 31Q: 3 clusters Score -1.211324e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -12113289.000000 Penalty: 5507.961914
	Iteration 32Q: 3 clusters Score -1.211329e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -12113334.000000 Penalty: 5507.961914
	Iteration 33Q: 3 clusters Score -1.211333e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 43310 members 
Entering Unmasked Estep 
Score: -12113350.000000 Penalty: 5507.961914
	Iteration 34Q: 3 clusters Score -1.211335e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 43236 members 
Entering Unmasked Estep 
Score: -12113340.000000 Penalty: 5507.961914
	Iteration 35Q: 3 clusters Score -1.211334e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 43152 members 
Entering Unmasked Estep 
Score: -12113376.000000 Penalty: 5507.961914
	Iteration 36Q: 3 clusters Score -1.211338e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -12113397.000000 Penalty: 5507.961914
	Iteration 37Q: 3 clusters Score -1.21134e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 43014 members 
Entering Unmasked Estep 
Score: -12113410.000000 Penalty: 5507.961914
	Iteration 38Q: 3 clusters Score -1.211341e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 42931 members 
Entering Unmasked Estep 
Score: -12113451.000000 Penalty: 5507.961914
	Iteration 39Q: 3 clusters Score -1.211345e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -12113463.000000 Penalty: 5507.961914
	Iteration 40F: 3 clusters Score -1.211346e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 42821 members 
Entering Unmasked Estep 
Score: -12113464.000000 Penalty: 5507.961914
	Iteration 41Q: 3 clusters Score -1.211346e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -12113460.000000 Penalty: 5507.961914
	Iteration 42Q: 3 clusters Score -1.211346e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 42770 members 
Entering Unmasked Estep 
Score: -12113467.000000 Penalty: 5507.961914
	Iteration 43Q: 3 clusters Score -1.211347e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -12113466.000000 Penalty: 5507.961914
	Iteration 44Q: 3 clusters Score -1.211347e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 42718 members 
Entering Unmasked Estep 
Score: -12113462.000000 Penalty: 5507.961914
	Iteration 45Q: 3 clusters Score -1.211346e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -12113465.000000 Penalty: 5507.961914
	Iteration 46Q: 3 clusters Score -1.211346e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 42671 members 
Entering Unmasked Estep 
Score: -12113448.000000 Penalty: 5507.961914
	Iteration 47Q: 3 clusters Score -1.211345e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -12113457.000000 Penalty: 5507.961914
	Iteration 48Q: 3 clusters Score -1.211346e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 42599 members 
Entering Unmasked Estep 
Score: -12113455.000000 Penalty: 5507.961914
	Iteration 49Q: 3 clusters Score -1.211346e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 42570 members 
Entering Unmasked Estep 
Score: -12113452.000000 Penalty: 5507.961914
	Iteration 50Q: 3 clusters Score -1.211345e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -12113463.000000 Penalty: 5507.961914
	Iteration 51Q: 3 clusters Score -1.211346e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 42488 members 
Entering Unmasked Estep 
Score: -12113438.000000 Penalty: 5507.961914
	Iteration 52Q: 3 clusters Score -1.211344e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -12113470.000000 Penalty: 5507.961914
	Iteration 53Q: 3 clusters Score -1.211347e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 42418 members 
Entering Unmasked Estep 
Score: -12113491.000000 Penalty: 5507.961914
	Iteration 54Q: 3 clusters Score -1.211349e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 42395 members 
Entering Unmasked Estep 
Score: -12113510.000000 Penalty: 5507.961914
	Iteration 55Q: 3 clusters Score -1.211351e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 42372 members 
Entering Unmasked Estep 
Score: -12113525.000000 Penalty: 5507.961914
	Iteration 56Q: 3 clusters Score -1.211352e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
Score: -12113512.000000 Penalty: 5507.961914
	Iteration 57Q: 3 clusters Score -1.211351e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -12113507.000000 Penalty: 5507.961914
	Iteration 58Q: 3 clusters Score -1.211351e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
Score: -12113493.000000 Penalty: 5507.961914
	Iteration 59Q: 3 clusters Score -1.211349e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 42245 members 
Entering Unmasked Estep 
Score: -12113491.000000 Penalty: 5507.961914
	Iteration 60F: 3 clusters Score -1.211349e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -12113483.000000 Penalty: 5507.961914
	Iteration 61Q: 3 clusters Score -1.211348e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 42207 members 
Entering Unmasked Estep 
Score: -12113507.000000 Penalty: 5507.961914
	Iteration 62Q: 3 clusters Score -1.211351e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -12113524.000000 Penalty: 5507.961914
	Iteration 63Q: 3 clusters Score -1.211352e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 42148 members 
Entering Unmasked Estep 
Score: -12113539.000000 Penalty: 5507.961914
	Iteration 64Q: 3 clusters Score -1.211354e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -12113529.000000 Penalty: 5507.961914
	Iteration 65Q: 3 clusters Score -1.211353e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
Score: -12113512.000000 Penalty: 5507.961914
	Iteration 66Q: 3 clusters Score -1.211351e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -12113513.000000 Penalty: 5507.961914
	Iteration 67Q: 3 clusters Score -1.211351e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 42062 members 
Entering Unmasked Estep 
Score: -12113524.000000 Penalty: 5507.961914
	Iteration 68Q: 3 clusters Score -1.211352e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -12113541.000000 Penalty: 5507.961914
	Iteration 69Q: 3 clusters Score -1.211354e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 41997 members 
Entering Unmasked Estep 
Score: -12113538.000000 Penalty: 5507.961914
	Iteration 70Q: 3 clusters Score -1.211354e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -12113542.000000 Penalty: 5507.961914
	Iteration 71Q: 3 clusters Score -1.211354e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 41973 members 
Entering Unmasked Estep 
Score: -12113544.000000 Penalty: 5507.961914
	Iteration 72Q: 3 clusters Score -1.211354e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 41957 members 
Entering Unmasked Estep 
Score: -12113548.000000 Penalty: 5507.961914
	Iteration 73Q: 3 clusters Score -1.211355e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 41948 members 
Entering Unmasked Estep 
Score: -12113547.000000 Penalty: 5507.961914
	Iteration 74Q: 3 clusters Score -1.211355e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 41933 members 
Entering Unmasked Estep 
Score: -12113550.000000 Penalty: 5507.961914
	Iteration 75Q: 3 clusters Score -1.211355e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
Score: -12113535.000000 Penalty: 5507.961914
	Iteration 76Q: 3 clusters Score -1.211354e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -12113526.000000 Penalty: 5507.961914
	Iteration 77Q: 3 clusters Score -1.211353e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 41891 members 
Entering Unmasked Estep 
Score: -12113518.000000 Penalty: 5507.961914
	Iteration 78Q: 3 clusters Score -1.211352e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 41880 members 
Entering Unmasked Estep 
Score: -12113521.000000 Penalty: 5507.961914
	Iteration 79Q: 3 clusters Score -1.211352e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -12113525.000000 Penalty: 5507.961914
	Iteration 80F: 3 clusters Score -1.211352e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 41854 members 
Entering Unmasked Estep 
Score: -12113525.000000 Penalty: 5507.961914
	Iteration 81Q: 3 clusters Score -1.211352e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -12113532.000000 Penalty: 5507.961914
	Iteration 82Q: 3 clusters Score -1.211353e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 41829 members 
Entering Unmasked Estep 
Score: -12113522.000000 Penalty: 5507.961914
	Iteration 83Q: 3 clusters Score -1.211352e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 41810 members 
Entering Unmasked Estep 
Score: -12113514.000000 Penalty: 5507.961914
	Iteration 84Q: 3 clusters Score -1.211351e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -12113524.000000 Penalty: 5507.961914
	Iteration 85Q: 3 clusters Score -1.211352e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -12113533.000000 Penalty: 5507.961914
	Iteration 86Q: 3 clusters Score -1.211353e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
Score: -12113528.000000 Penalty: 5507.961914
	Iteration 87Q: 3 clusters Score -1.211353e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -12113540.000000 Penalty: 5507.961914
	Iteration 88Q: 3 clusters Score -1.211354e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -12113523.000000 Penalty: 5507.961914
	Iteration 89Q: 3 clusters Score -1.211352e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 41755 members 
Entering Unmasked Estep 
Score: -12113524.000000 Penalty: 5507.961914
	Iteration 90Q: 3 clusters Score -1.211352e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -12113545.000000 Penalty: 5507.961914
	Iteration 91Q: 3 clusters Score -1.211354e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -12113537.000000 Penalty: 5507.961914
	Iteration 92Q: 3 clusters Score -1.211354e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 41741 members 
Entering Unmasked Estep 
Score: -12113539.000000 Penalty: 5507.961914
	Iteration 93Q: 3 clusters Score -1.211354e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
Score: -12113542.000000 Penalty: 5507.961914
	Iteration 94Q: 3 clusters Score -1.211354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 41738 members 
Entering Unmasked Estep 
Score: -12113543.000000 Penalty: 5507.961914
	Iteration 95Q: 3 clusters Score -1.211354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -12113545.000000 Penalty: 5507.961914
	Iteration 96Q: 3 clusters Score -1.211354e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 41729 members 
Entering Unmasked Estep 
Score: -12113531.000000 Penalty: 5507.961914
	Iteration 97Q: 3 clusters Score -1.211353e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -12113525.000000 Penalty: 5507.961914
	Iteration 98Q: 3 clusters Score -1.211352e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -12113544.000000 Penalty: 5507.961914
	Iteration 99Q: 3 clusters Score -1.211354e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 41718 members 
Entering Unmasked Estep 
Score: -12113534.000000 Penalty: 5507.961914
	Iteration 100F: 3 clusters Score -1.211353e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 41715 members 
Entering Unmasked Estep 
Score: -12113543.000000 Penalty: 5507.961914
	Iteration 101Q: 3 clusters Score -1.211354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 41717 members 
Entering Unmasked Estep 
Score: -12113525.000000 Penalty: 5507.961914
	Iteration 102Q: 3 clusters Score -1.211352e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 41720 members 
Entering Unmasked Estep 
Score: -12113527.000000 Penalty: 5507.961914
	Iteration 103Q: 3 clusters Score -1.211353e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 41723 members 
Entering Unmasked Estep 
Score: -12113533.000000 Penalty: 5507.961914
	Iteration 104Q: 3 clusters Score -1.211353e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 41726 members 
Entering Unmasked Estep 
Score: -12113540.000000 Penalty: 5507.961914
	Iteration 105Q: 3 clusters Score -1.211354e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -12113547.000000 Penalty: 5507.961914
	Iteration 106Q: 3 clusters Score -1.211355e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -12113558.000000 Penalty: 5507.961914
	Iteration 107Q: 3 clusters Score -1.211356e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 41715 members 
Entering Unmasked Estep 
Score: -12113551.000000 Penalty: 5507.961914
	Iteration 108Q: 3 clusters Score -1.211355e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
Score: -12113553.000000 Penalty: 5507.961914
	Iteration 109Q: 3 clusters Score -1.211355e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -12113559.000000 Penalty: 5507.961914
	Iteration 110Q: 3 clusters Score -1.211356e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -12113571.000000 Penalty: 5507.961914
	Iteration 111Q: 3 clusters Score -1.211357e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -12113549.000000 Penalty: 5507.961914
	Iteration 112Q: 3 clusters Score -1.211355e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -12113563.000000 Penalty: 5507.961914
	Iteration 113Q: 3 clusters Score -1.211356e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 41690 members 
Entering Unmasked Estep 
Score: -12113587.000000 Penalty: 5507.961914
	Iteration 114Q: 3 clusters Score -1.211359e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -12113572.000000 Penalty: 5507.961914
	Iteration 115Q: 3 clusters Score -1.211357e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -12113569.000000 Penalty: 5507.961914
	Iteration 116Q: 3 clusters Score -1.211357e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 41698 members 
Entering Unmasked Estep 
Score: -12113555.000000 Penalty: 5507.961914
	Iteration 117Q: 3 clusters Score -1.211356e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 41705 members 
Entering Unmasked Estep 
Score: -12113564.000000 Penalty: 5507.961914
	Iteration 118Q: 3 clusters Score -1.211356e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 41705 members 
Entering Unmasked Estep 
Score: -12113552.000000 Penalty: 5507.961914
	Iteration 119Q: 3 clusters Score -1.211355e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -12113568.000000 Penalty: 5507.961914
	Iteration 120F: 3 clusters Score -1.211357e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -12113571.000000 Penalty: 5507.961914
	Iteration 121Q: 3 clusters Score -1.211357e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 41718 members 
Entering Unmasked Estep 
Score: -12113577.000000 Penalty: 5507.961914
	Iteration 122Q: 3 clusters Score -1.211358e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -12113575.000000 Penalty: 5507.961914
	Iteration 123Q: 3 clusters Score -1.211358e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 41726 members 
Entering Unmasked Estep 
Score: -12113575.000000 Penalty: 5507.961914
	Iteration 124Q: 3 clusters Score -1.211358e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -12113557.000000 Penalty: 5507.961914
	Iteration 125Q: 3 clusters Score -1.211356e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 41743 members 
Entering Unmasked Estep 
Score: -12113557.000000 Penalty: 5507.961914
	Iteration 126Q: 3 clusters Score -1.211356e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -12113567.000000 Penalty: 5507.961914
	Iteration 127Q: 3 clusters Score -1.211357e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -12113564.000000 Penalty: 5507.961914
	Iteration 128Q: 3 clusters Score -1.211356e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -12113548.000000 Penalty: 5507.961914
	Iteration 129Q: 3 clusters Score -1.211355e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -12113551.000000 Penalty: 5507.961914
	Iteration 130Q: 3 clusters Score -1.211355e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 41760 members 
Entering Unmasked Estep 
Score: -12113553.000000 Penalty: 5507.961914
	Iteration 131Q: 3 clusters Score -1.211355e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -12113558.000000 Penalty: 5507.961914
	Iteration 132Q: 3 clusters Score -1.211356e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 41767 members 
Entering Unmasked Estep 
Score: -12113547.000000 Penalty: 5507.961914
	Iteration 133Q: 3 clusters Score -1.211355e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 41776 members 
Entering Unmasked Estep 
Score: -12113544.000000 Penalty: 5507.961914
	Iteration 134Q: 3 clusters Score -1.211354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 41772 members 
Entering Unmasked Estep 
Score: -12113559.000000 Penalty: 5507.961914
	Iteration 135Q: 3 clusters Score -1.211356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 41773 members 
Entering Unmasked Estep 
Score: -12113548.000000 Penalty: 5507.961914
	Iteration 136Q: 3 clusters Score -1.211355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 41771 members 
Entering Unmasked Estep 
Score: -12113542.000000 Penalty: 5507.961914
	Iteration 137Q: 3 clusters Score -1.211354e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -12113537.000000 Penalty: 5507.961914
	Iteration 138Q: 3 clusters Score -1.211354e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -12113526.000000 Penalty: 5507.961914
	Iteration 139Q: 3 clusters Score -1.211353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 41767 members 
Entering Unmasked Estep 
Score: -12113532.000000 Penalty: 5507.961914
	Iteration 140F: 3 clusters Score -1.211353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 41766 members 
Entering Unmasked Estep 
Score: -12113533.000000 Penalty: 5507.961914
	Iteration 141Q: 3 clusters Score -1.211353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -12113532.000000 Penalty: 5507.961914
	Iteration 142Q: 3 clusters Score -1.211353e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -12113529.000000 Penalty: 5507.961914
	Iteration 143Q: 3 clusters Score -1.211353e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -12113533.000000 Penalty: 5507.961914
	Iteration 144Q: 3 clusters Score -1.211353e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 41755 members 
Entering Unmasked Estep 
Score: -12113533.000000 Penalty: 5507.961914
	Iteration 145Q: 3 clusters Score -1.211353e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 41751 members 
Entering Unmasked Estep 
Score: -12113536.000000 Penalty: 5507.961914
	Iteration 146Q: 3 clusters Score -1.211354e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -12113538.000000 Penalty: 5507.961914
	Iteration 147Q: 3 clusters Score -1.211354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -12113550.000000 Penalty: 5507.961914
	Iteration 148Q: 3 clusters Score -1.211355e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -12113539.000000 Penalty: 5507.961914
	Iteration 149Q: 3 clusters Score -1.211354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -12113533.000000 Penalty: 5507.961914
	Iteration 150Q: 3 clusters Score -1.211353e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24734 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -12113543.000000 Penalty: 5507.961914
	Iteration 151Q: 3 clusters Score -1.211354e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -12113523.000000 Penalty: 5507.961914
	Iteration 152Q: 3 clusters Score -1.211352e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -12113545.000000 Penalty: 5507.961914
	Iteration 153Q: 3 clusters Score -1.211354e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 41755 members 
Entering Unmasked Estep 
Score: -12113554.000000 Penalty: 5507.961914
	Iteration 154Q: 3 clusters Score -1.211355e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -12113555.000000 Penalty: 5507.961914
	Iteration 155Q: 3 clusters Score -1.211356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 41751 members 
Entering Unmasked Estep 
Score: -12113559.000000 Penalty: 5507.961914
	Iteration 156Q: 3 clusters Score -1.211356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 41751 members 
Entering Unmasked Estep 
Score: -12113556.000000 Penalty: 5507.961914
	Iteration 157Q: 3 clusters Score -1.211356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -12113562.000000 Penalty: 5507.961914
	Iteration 158Q: 3 clusters Score -1.211356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -12113555.000000 Penalty: 5507.961914
	Iteration 159Q: 3 clusters Score -1.211356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -12113557.000000 Penalty: 5507.961914
	Iteration 160F: 3 clusters Score -1.211356e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -12113558.000000 Penalty: 5507.961914
	Iteration 161Q: 3 clusters Score -1.211356e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24741 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -12113561.000000 Penalty: 5507.961914
	Iteration 162Q: 3 clusters Score -1.211356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -12113560.000000 Penalty: 5507.961914
	Iteration 163Q: 3 clusters Score -1.211356e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 41748 members 
Entering Unmasked Estep 
Score: -12113562.000000 Penalty: 5507.961914
	Iteration 164Q: 3 clusters Score -1.211356e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -12113557.000000 Penalty: 5507.961914
	Iteration 165Q: 3 clusters Score -1.211356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -12113559.000000 Penalty: 5507.961914
	Iteration 166Q: 3 clusters Score -1.211356e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 41729 members 
Entering Unmasked Estep 
Score: -12113561.000000 Penalty: 5507.961914
	Iteration 167Q: 3 clusters Score -1.211356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -12113561.000000 Penalty: 5507.961914
	Iteration 168Q: 3 clusters Score -1.211356e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 41715 members 
Entering Unmasked Estep 
Score: -12113560.000000 Penalty: 5507.961914
	Iteration 169Q: 3 clusters Score -1.211356e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 41705 members 
Entering Unmasked Estep 
Score: -12113571.000000 Penalty: 5507.961914
	Iteration 170Q: 3 clusters Score -1.211357e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 41694 members 
Entering Unmasked Estep 
Score: -12113569.000000 Penalty: 5507.961914
	Iteration 171Q: 3 clusters Score -1.211357e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24808 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -12113575.000000 Penalty: 5507.961914
	Iteration 172Q: 3 clusters Score -1.211358e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 41670 members 
Entering Unmasked Estep 
Score: -12113575.000000 Penalty: 5507.961914
	Iteration 173Q: 3 clusters Score -1.211358e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 41659 members 
Entering Unmasked Estep 
Score: -12113565.000000 Penalty: 5507.961914
	Iteration 174Q: 3 clusters Score -1.211356e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
Score: -12113551.000000 Penalty: 5507.961914
	Iteration 175Q: 3 clusters Score -1.211355e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -12113563.000000 Penalty: 5507.961914
	Iteration 176Q: 3 clusters Score -1.211356e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 41636 members 
Entering Unmasked Estep 
Score: -12113561.000000 Penalty: 5507.961914
	Iteration 177Q: 3 clusters Score -1.211356e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -12113560.000000 Penalty: 5507.961914
	Iteration 178Q: 3 clusters Score -1.211356e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -12113557.000000 Penalty: 5507.961914
	Iteration 179Q: 3 clusters Score -1.211356e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -12113568.000000 Penalty: 5507.961914
	Iteration 180F: 3 clusters Score -1.211357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -12113561.000000 Penalty: 5507.961914
	Iteration 181Q: 3 clusters Score -1.211356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -12113565.000000 Penalty: 5507.961914
	Iteration 182Q: 3 clusters Score -1.211356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 41626 members 
Entering Unmasked Estep 
Score: -12113564.000000 Penalty: 5507.961914
	Iteration 183Q: 3 clusters Score -1.211356e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 41625 members 
Entering Unmasked Estep 
Score: -12113563.000000 Penalty: 5507.961914
	Iteration 184Q: 3 clusters Score -1.211356e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 41625 members 
Entering Unmasked Estep 
Score: -12113563.000000 Penalty: 5507.961914
	Iteration 185F: 3 clusters Score -1.211356e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 53580 members 
Mstep: Class 2 contains 38446 members 
Mstep: Class 3 contains 244 members 
Mstep: Class 4 contains 27022 members 
Mstep: Class 5 contains 36922 members 
Mstep: Class 6 contains 481 members 
Mstep: Class 7 contains 811 members 
Mstep: Class 8 contains 28992 members 
Mstep: Class 9 contains 57155 members 
Mstep: Class 10 contains 1393 members 
Mstep: Class 11 contains 753 members 
Mstep: Class 12 contains 1025 members 
Mstep: Class 13 contains 65177 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 96075 members 
Mstep: Class 16 contains 756 members 
Mstep: Class 17 contains 9012 members 
Mstep: Class 18 contains 58439 members 
Mstep: Class 19 contains 24862 members 
Mstep: Class 20 contains 74464 members 
Mstep: Class 21 contains 41625 members 
Entering Unmasked Estep 
Score: -111086600.000000 Penalty: 69443.789062
Splitting cluster 19 changes total score from -111068136.000000 to -111086600.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 20 (74464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74464 members 
Entering Unmasked Estep 
Score: -13588414.000000 Penalty: 2782.081543
	Iteration 0F: 2 clusters Score -1.358841e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 37250 members 
Entering Unmasked Estep 
Score: -13557659.000000 Penalty: 5564.163086
	Iteration 0F: 3 clusters Score -1.355766e+07 nChanged 35054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37460 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -13577189.000000 Penalty: 5564.163086
	Iteration 1F: 3 clusters Score -1.357719e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -13577893.000000 Penalty: 5564.163086
	Iteration 2Q: 3 clusters Score -1.357789e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -13578617.000000 Penalty: 5564.163086
	Iteration 3Q: 3 clusters Score -1.357862e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -13579538.000000 Penalty: 5564.163086
	Iteration 4Q: 3 clusters Score -1.357954e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -13580990.000000 Penalty: 5564.163086
	Iteration 5Q: 3 clusters Score -1.358099e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -13582912.000000 Penalty: 5564.163086
	Iteration 6F: 3 clusters Score -1.358291e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 32630 members 
Entering Unmasked Estep 
Score: -13585460.000000 Penalty: 5564.163086
	Iteration 7F: 3 clusters Score -1.358546e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -13588598.000000 Penalty: 5564.163086
	Iteration 8F: 3 clusters Score -1.35886e+07 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46114 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -13592014.000000 Penalty: 5564.163086
	Iteration 9F: 3 clusters Score -1.359201e+07 nChanged 4865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47337 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -13594299.000000 Penalty: 5564.163086
	Iteration 10F: 3 clusters Score -1.35943e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47700 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -13595449.000000 Penalty: 5564.163086
	Iteration 11Q: 3 clusters Score -1.359545e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47596 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -13595866.000000 Penalty: 5564.163086
	Iteration 12Q: 3 clusters Score -1.359587e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47314 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -13596046.000000 Penalty: 5564.163086
	Iteration 13Q: 3 clusters Score -1.359605e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -13596174.000000 Penalty: 5564.163086
	Iteration 14Q: 3 clusters Score -1.359617e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46490 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -13596276.000000 Penalty: 5564.163086
	Iteration 15Q: 3 clusters Score -1.359628e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45964 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -13596476.000000 Penalty: 5564.163086
	Iteration 16Q: 3 clusters Score -1.359648e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45366 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -13596615.000000 Penalty: 5564.163086
	Iteration 17Q: 3 clusters Score -1.359662e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -13596883.000000 Penalty: 5564.163086
	Iteration 18Q: 3 clusters Score -1.359688e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44176 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -13597071.000000 Penalty: 5564.163086
	Iteration 19Q: 3 clusters Score -1.359707e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43660 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -13597115.000000 Penalty: 5564.163086
	Iteration 20F: 3 clusters Score -1.359712e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43192 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -13597260.000000 Penalty: 5564.163086
	Iteration 21Q: 3 clusters Score -1.359726e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42769 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -13597439.000000 Penalty: 5564.163086
	Iteration 22Q: 3 clusters Score -1.359744e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -13597544.000000 Penalty: 5564.163086
	Iteration 23Q: 3 clusters Score -1.359754e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 32320 members 
Entering Unmasked Estep 
Score: -13597648.000000 Penalty: 5564.163086
	Iteration 24Q: 3 clusters Score -1.359765e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41890 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -13597737.000000 Penalty: 5564.163086
	Iteration 25Q: 3 clusters Score -1.359774e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -13597832.000000 Penalty: 5564.163086
	Iteration 26Q: 3 clusters Score -1.359783e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -13597875.000000 Penalty: 5564.163086
	Iteration 27Q: 3 clusters Score -1.359788e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -13597910.000000 Penalty: 5564.163086
	Iteration 28Q: 3 clusters Score -1.359791e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -13597964.000000 Penalty: 5564.163086
	Iteration 29Q: 3 clusters Score -1.359796e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -13598016.000000 Penalty: 5564.163086
	Iteration 30Q: 3 clusters Score -1.359802e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41303 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -13598047.000000 Penalty: 5564.163086
	Iteration 31Q: 3 clusters Score -1.359805e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -13598074.000000 Penalty: 5564.163086
	Iteration 32Q: 3 clusters Score -1.359807e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41267 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -13598081.000000 Penalty: 5564.163086
	Iteration 33Q: 3 clusters Score -1.359808e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41233 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -13598119.000000 Penalty: 5564.163086
	Iteration 34Q: 3 clusters Score -1.359812e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -13598138.000000 Penalty: 5564.163086
	Iteration 35Q: 3 clusters Score -1.359814e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41171 members 
Mstep: Class 2 contains 33293 members 
Entering Unmasked Estep 
Score: -13598115.000000 Penalty: 5564.163086
	Iteration 36Q: 3 clusters Score -1.359812e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -13598152.000000 Penalty: 5564.163086
	Iteration 37Q: 3 clusters Score -1.359815e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -13598139.000000 Penalty: 5564.163086
	Iteration 38Q: 3 clusters Score -1.359814e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41131 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -13598154.000000 Penalty: 5564.163086
	Iteration 39Q: 3 clusters Score -1.359815e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
Score: -13598174.000000 Penalty: 5564.163086
	Iteration 40F: 3 clusters Score -1.359817e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -13598195.000000 Penalty: 5564.163086
	Iteration 41Q: 3 clusters Score -1.35982e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -13598189.000000 Penalty: 5564.163086
	Iteration 42Q: 3 clusters Score -1.359819e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -13598213.000000 Penalty: 5564.163086
	Iteration 43Q: 3 clusters Score -1.359821e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -13598197.000000 Penalty: 5564.163086
	Iteration 44Q: 3 clusters Score -1.35982e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -13598205.000000 Penalty: 5564.163086
	Iteration 45Q: 3 clusters Score -1.35982e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -13598215.000000 Penalty: 5564.163086
	Iteration 46Q: 3 clusters Score -1.359822e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41177 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -13598219.000000 Penalty: 5564.163086
	Iteration 47Q: 3 clusters Score -1.359822e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41183 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -13598220.000000 Penalty: 5564.163086
	Iteration 48Q: 3 clusters Score -1.359822e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -13598218.000000 Penalty: 5564.163086
	Iteration 49Q: 3 clusters Score -1.359822e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -13598210.000000 Penalty: 5564.163086
	Iteration 50Q: 3 clusters Score -1.359821e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -13598194.000000 Penalty: 5564.163086
	Iteration 51Q: 3 clusters Score -1.359819e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -13598197.000000 Penalty: 5564.163086
	Iteration 52Q: 3 clusters Score -1.35982e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 33249 members 
Entering Unmasked Estep 
Score: -13598188.000000 Penalty: 5564.163086
	Iteration 53Q: 3 clusters Score -1.359819e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41218 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -13598183.000000 Penalty: 5564.163086
	Iteration 54Q: 3 clusters Score -1.359818e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -13598192.000000 Penalty: 5564.163086
	Iteration 55Q: 3 clusters Score -1.359819e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -13598174.000000 Penalty: 5564.163086
	Iteration 56Q: 3 clusters Score -1.359817e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41217 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -13598191.000000 Penalty: 5564.163086
	Iteration 57Q: 3 clusters Score -1.359819e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41226 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -13598198.000000 Penalty: 5564.163086
	Iteration 58Q: 3 clusters Score -1.35982e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41232 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
Score: -13598201.000000 Penalty: 5564.163086
	Iteration 59Q: 3 clusters Score -1.35982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41233 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -13598189.000000 Penalty: 5564.163086
	Iteration 60F: 3 clusters Score -1.359819e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 33226 members 
Entering Unmasked Estep 
Score: -13598191.000000 Penalty: 5564.163086
	Iteration 61Q: 3 clusters Score -1.359819e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41247 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -13598205.000000 Penalty: 5564.163086
	Iteration 62Q: 3 clusters Score -1.35982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 33210 members 
Entering Unmasked Estep 
Score: -13598191.000000 Penalty: 5564.163086
	Iteration 63Q: 3 clusters Score -1.359819e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41259 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -13598187.000000 Penalty: 5564.163086
	Iteration 64Q: 3 clusters Score -1.359819e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
Score: -13598183.000000 Penalty: 5564.163086
	Iteration 65Q: 3 clusters Score -1.359818e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -13598186.000000 Penalty: 5564.163086
	Iteration 66Q: 3 clusters Score -1.359819e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -13598187.000000 Penalty: 5564.163086
	Iteration 67Q: 3 clusters Score -1.359819e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -13598184.000000 Penalty: 5564.163086
	Iteration 68Q: 3 clusters Score -1.359818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41271 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -13598184.000000 Penalty: 5564.163086
	Iteration 69Q: 3 clusters Score -1.359818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -13598193.000000 Penalty: 5564.163086
	Iteration 70Q: 3 clusters Score -1.359819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -13598201.000000 Penalty: 5564.163086
	Iteration 71Q: 3 clusters Score -1.35982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -13598181.000000 Penalty: 5564.163086
	Iteration 72Q: 3 clusters Score -1.359818e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -13598187.000000 Penalty: 5564.163086
	Iteration 73Q: 3 clusters Score -1.359819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -13598192.000000 Penalty: 5564.163086
	Iteration 74Q: 3 clusters Score -1.359819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -13598197.000000 Penalty: 5564.163086
	Iteration 75Q: 3 clusters Score -1.35982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41271 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -13598186.000000 Penalty: 5564.163086
	Iteration 76Q: 3 clusters Score -1.359819e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -13598179.000000 Penalty: 5564.163086
	Iteration 77Q: 3 clusters Score -1.359818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -13598187.000000 Penalty: 5564.163086
	Iteration 78Q: 3 clusters Score -1.359819e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -13598199.000000 Penalty: 5564.163086
	Iteration 79Q: 3 clusters Score -1.35982e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -13598193.000000 Penalty: 5564.163086
	Iteration 80F: 3 clusters Score -1.359819e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -13598186.000000 Penalty: 5564.163086
	Iteration 81Q: 3 clusters Score -1.359819e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -13598201.000000 Penalty: 5564.163086
	Iteration 82Q: 3 clusters Score -1.35982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -13598204.000000 Penalty: 5564.163086
	Iteration 83Q: 3 clusters Score -1.35982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -13598207.000000 Penalty: 5564.163086
	Iteration 84Q: 3 clusters Score -1.359821e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -13598195.000000 Penalty: 5564.163086
	Iteration 85Q: 3 clusters Score -1.35982e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41281 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -13598187.000000 Penalty: 5564.163086
	Iteration 86Q: 3 clusters Score -1.359819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -13598194.000000 Penalty: 5564.163086
	Iteration 87Q: 3 clusters Score -1.359819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41281 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -13598183.000000 Penalty: 5564.163086
	Iteration 88Q: 3 clusters Score -1.359818e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41281 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -13598183.000000 Penalty: 5564.163086
	Iteration 89F: 3 clusters Score -1.359818e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 53580 members 
Mstep: Class 2 contains 38446 members 
Mstep: Class 3 contains 244 members 
Mstep: Class 4 contains 27022 members 
Mstep: Class 5 contains 36922 members 
Mstep: Class 6 contains 481 members 
Mstep: Class 7 contains 811 members 
Mstep: Class 8 contains 28992 members 
Mstep: Class 9 contains 57155 members 
Mstep: Class 10 contains 1393 members 
Mstep: Class 11 contains 753 members 
Mstep: Class 12 contains 1025 members 
Mstep: Class 13 contains 65177 members 
Mstep: Class 14 contains 600 members 
Mstep: Class 15 contains 96075 members 
Mstep: Class 16 contains 756 members 
Mstep: Class 17 contains 9012 members 
Mstep: Class 18 contains 58439 members 
Mstep: Class 19 contains 24862 members 
Mstep: Class 20 contains 41281 members 
Mstep: Class 21 contains 41625 members 
Mstep: Class 22 contains 33183 members 
Entering Unmasked Estep 
Score: -111096008.000000 Penalty: 72750.632812
Splitting cluster 20 changes total score from -111068136.000000 to -111096008.000000
So it's getting split into cluster 22.
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 53580 members 
Mstep: Class 2 contains 38446 members 
Mstep: Class 3 contains 244 members 
Mstep: Class 5 contains 36922 members 
Mstep: Class 7 contains 811 members 
Mstep: Class 9 contains 57155 members 
Mstep: Class 11 contains 753 members 
Mstep: Class 13 contains 65177 members 
Mstep: Class 15 contains 96075 members 
Mstep: Class 16 contains 756 members 
Mstep: Class 17 contains 9012 members 
Mstep: Class 18 contains 58439 members 
Mstep: Class 19 contains 24862 members 
Mstep: Class 20 contains 41281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111114744.000000 Penalty: 72750.632812
Iteration 39Q: 23 clusters Score -1.111147e+08 nChanged 39061
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 51945 members 
Mstep: Class 2 contains 38302 members 
Mstep: Class 3 contains 244 members 
Mstep: Class 4 contains 27072 members 
Mstep: Class 5 contains 40996 members 
Mstep: Class 6 contains 481 members 
Mstep: Class 7 contains 826 members 
Mstep: Class 8 contains 25850 members 
Mstep: Class 9 contains 57496 members 
Mstep: Class 10 contains 1547 members 
Mstep: Class 11 contains 755 members 
Mstep: Class 12 contains 1135 members 
Mstep: Class 13 contains 62625 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 92684 members 
Mstep: Class 16 contains 762 members 
Mstep: Class 17 contains 9677 members 
Mstep: Class 18 contains 56963 members 
Mstep: Class 19 contains 28183 members 
Mstep: Class 20 contains 48812 members 
Mstep: Class 21 contains 38889 members 
Mstep: Class 22 contains 32002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111133968.000000 Penalty: 72750.632812
Iteration 40F: 23 clusters Score -1.11134e+08 nChanged 34099
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 48934 members 
Mstep: Class 2 contains 38340 members 
Mstep: Class 3 contains 262 members 
Mstep: Class 4 contains 31136 members 
Mstep: Class 5 contains 44542 members 
Mstep: Class 6 contains 488 members 
Mstep: Class 7 contains 833 members 
Mstep: Class 8 contains 27105 members 
Mstep: Class 9 contains 54693 members 
Mstep: Class 10 contains 1725 members 
Mstep: Class 11 contains 756 members 
Mstep: Class 12 contains 1228 members 
Mstep: Class 13 contains 58108 members 
Mstep: Class 14 contains 586 members 
Mstep: Class 15 contains 89057 members 
Mstep: Class 16 contains 751 members 
Mstep: Class 17 contains 10097 members 
Mstep: Class 18 contains 54195 members 
Mstep: Class 19 contains 29889 members 
Mstep: Class 20 contains 53044 members 
Mstep: Class 21 contains 38589 members 
Mstep: Class 22 contains 33494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111148448.000000 Penalty: 72750.632812
Iteration 41F: 23 clusters Score -1.111484e+08 nChanged 28393
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 46852 members 
Mstep: Class 2 contains 38712 members 
Mstep: Class 3 contains 267 members 
Mstep: Class 4 contains 33807 members 
Mstep: Class 5 contains 48094 members 
Mstep: Class 6 contains 493 members 
Mstep: Class 7 contains 836 members 
Mstep: Class 8 contains 28706 members 
Mstep: Class 9 contains 52061 members 
Mstep: Class 10 contains 1860 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 1257 members 
Mstep: Class 13 contains 52819 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 87738 members 
Mstep: Class 16 contains 750 members 
Mstep: Class 17 contains 10476 members 
Mstep: Class 18 contains 51570 members 
Mstep: Class 19 contains 31384 members 
Mstep: Class 20 contains 55367 members 
Mstep: Class 21 contains 38270 members 
Mstep: Class 22 contains 35197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111155832.000000 Penalty: 72750.632812
Iteration 42Q: 23 clusters Score -1.111558e+08 nChanged 23630
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 45535 members 
Mstep: Class 2 contains 38969 members 
Mstep: Class 3 contains 266 members 
Mstep: Class 4 contains 36176 members 
Mstep: Class 5 contains 50487 members 
Mstep: Class 6 contains 499 members 
Mstep: Class 7 contains 837 members 
Mstep: Class 8 contains 30528 members 
Mstep: Class 9 contains 49919 members 
Mstep: Class 10 contains 1959 members 
Mstep: Class 11 contains 756 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 48766 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 86663 members 
Mstep: Class 16 contains 752 members 
Mstep: Class 17 contains 10967 members 
Mstep: Class 18 contains 49284 members 
Mstep: Class 19 contains 32828 members 
Mstep: Class 20 contains 56046 members 
Mstep: Class 21 contains 37978 members 
Mstep: Class 22 contains 36792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111162328.000000 Penalty: 72750.632812
Iteration 43Q: 23 clusters Score -1.111623e+08 nChanged 19979
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 38924 members 
Mstep: Class 3 contains 268 members 
Mstep: Class 4 contains 38316 members 
Mstep: Class 5 contains 51351 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 853 members 
Mstep: Class 8 contains 32429 members 
Mstep: Class 9 contains 48316 members 
Mstep: Class 10 contains 2008 members 
Mstep: Class 11 contains 756 members 
Mstep: Class 12 contains 1279 members 
Mstep: Class 13 contains 46093 members 
Mstep: Class 14 contains 586 members 
Mstep: Class 15 contains 85733 members 
Mstep: Class 16 contains 754 members 
Mstep: Class 17 contains 11499 members 
Mstep: Class 18 contains 47535 members 
Mstep: Class 19 contains 34197 members 
Mstep: Class 20 contains 55971 members 
Mstep: Class 21 contains 37772 members 
Mstep: Class 22 contains 38129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111166144.000000 Penalty: 72750.632812
Iteration 44Q: 23 clusters Score -1.111661e+08 nChanged 17280
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43829 members 
Mstep: Class 2 contains 38455 members 
Mstep: Class 3 contains 268 members 
Mstep: Class 4 contains 40223 members 
Mstep: Class 5 contains 51199 members 
Mstep: Class 6 contains 505 members 
Mstep: Class 7 contains 866 members 
Mstep: Class 8 contains 34375 members 
Mstep: Class 9 contains 47335 members 
Mstep: Class 10 contains 2051 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 1281 members 
Mstep: Class 13 contains 44630 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 84835 members 
Mstep: Class 16 contains 756 members 
Mstep: Class 17 contains 12083 members 
Mstep: Class 18 contains 46132 members 
Mstep: Class 19 contains 35503 members 
Mstep: Class 20 contains 55315 members 
Mstep: Class 21 contains 37527 members 
Mstep: Class 22 contains 39352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111170224.000000 Penalty: 72750.632812
Iteration 45Q: 23 clusters Score -1.111702e+08 nChanged 16049
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43234 members 
Mstep: Class 2 contains 37725 members 
Mstep: Class 3 contains 268 members 
Mstep: Class 4 contains 41904 members 
Mstep: Class 5 contains 50532 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 883 members 
Mstep: Class 8 contains 36240 members 
Mstep: Class 9 contains 46747 members 
Mstep: Class 10 contains 2085 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1286 members 
Mstep: Class 13 contains 43639 members 
Mstep: Class 14 contains 582 members 
Mstep: Class 15 contains 83982 members 
Mstep: Class 16 contains 755 members 
Mstep: Class 17 contains 12690 members 
Mstep: Class 18 contains 45062 members 
Mstep: Class 19 contains 36788 members 
Mstep: Class 20 contains 54356 members 
Mstep: Class 21 contains 37215 members 
Mstep: Class 22 contains 40619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111173776.000000 Penalty: 72750.632812
Iteration 46Q: 23 clusters Score -1.111738e+08 nChanged 15936
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42741 members 
Mstep: Class 2 contains 36600 members 
Mstep: Class 3 contains 268 members 
Mstep: Class 4 contains 43454 members 
Mstep: Class 5 contains 49751 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 907 members 
Mstep: Class 8 contains 38055 members 
Mstep: Class 9 contains 46294 members 
Mstep: Class 10 contains 2112 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1286 members 
Mstep: Class 13 contains 42806 members 
Mstep: Class 14 contains 582 members 
Mstep: Class 15 contains 83233 members 
Mstep: Class 16 contains 755 members 
Mstep: Class 17 contains 13326 members 
Mstep: Class 18 contains 44151 members 
Mstep: Class 19 contains 38192 members 
Mstep: Class 20 contains 53292 members 
Mstep: Class 21 contains 36828 members 
Mstep: Class 22 contains 41957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111176240.000000 Penalty: 72750.632812
Iteration 47Q: 23 clusters Score -1.111762e+08 nChanged 17710
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 34616 members 
Mstep: Class 3 contains 268 members 
Mstep: Class 4 contains 44975 members 
Mstep: Class 5 contains 48875 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 929 members 
Mstep: Class 8 contains 39862 members 
Mstep: Class 9 contains 46018 members 
Mstep: Class 10 contains 2122 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1293 members 
Mstep: Class 13 contains 42094 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 82753 members 
Mstep: Class 16 contains 754 members 
Mstep: Class 17 contains 14069 members 
Mstep: Class 18 contains 43319 members 
Mstep: Class 19 contains 39738 members 
Mstep: Class 20 contains 52175 members 
Mstep: Class 21 contains 36439 members 
Mstep: Class 22 contains 43441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111178720.000000 Penalty: 72750.632812
Iteration 48Q: 23 clusters Score -1.111787e+08 nChanged 19027
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 41813 members 
Mstep: Class 2 contains 31825 members 
Mstep: Class 3 contains 268 members 
Mstep: Class 4 contains 46244 members 
Mstep: Class 5 contains 47996 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 948 members 
Mstep: Class 8 contains 41683 members 
Mstep: Class 9 contains 45867 members 
Mstep: Class 10 contains 2144 members 
Mstep: Class 11 contains 761 members 
Mstep: Class 12 contains 1296 members 
Mstep: Class 13 contains 41517 members 
Mstep: Class 14 contains 587 members 
Mstep: Class 15 contains 82306 members 
Mstep: Class 16 contains 752 members 
Mstep: Class 17 contains 14839 members 
Mstep: Class 18 contains 42754 members 
Mstep: Class 19 contains 41482 members 
Mstep: Class 20 contains 51110 members 
Mstep: Class 21 contains 36174 members 
Mstep: Class 22 contains 44984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111180128.000000 Penalty: 72750.632812
Iteration 49Q: 23 clusters Score -1.111801e+08 nChanged 19263
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 28968 members 
Mstep: Class 3 contains 268 members 
Mstep: Class 4 contains 47118 members 
Mstep: Class 5 contains 47197 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 968 members 
Mstep: Class 8 contains 43343 members 
Mstep: Class 9 contains 45518 members 
Mstep: Class 10 contains 2164 members 
Mstep: Class 11 contains 761 members 
Mstep: Class 12 contains 1304 members 
Mstep: Class 13 contains 41035 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 81967 members 
Mstep: Class 16 contains 753 members 
Mstep: Class 17 contains 15611 members 
Mstep: Class 18 contains 42377 members 
Mstep: Class 19 contains 43622 members 
Mstep: Class 20 contains 49992 members 
Mstep: Class 21 contains 35787 members 
Mstep: Class 22 contains 46468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111180176.000000 Penalty: 72750.632812
Iteration 50Q: 23 clusters Score -1.111802e+08 nChanged 20641
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 26133 members 
Mstep: Class 3 contains 268 members 
Mstep: Class 4 contains 47514 members 
Mstep: Class 5 contains 46268 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 982 members 
Mstep: Class 8 contains 44473 members 
Mstep: Class 9 contains 44909 members 
Mstep: Class 10 contains 2194 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1304 members 
Mstep: Class 13 contains 40698 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 81660 members 
Mstep: Class 16 contains 754 members 
Mstep: Class 17 contains 16463 members 
Mstep: Class 18 contains 42033 members 
Mstep: Class 19 contains 46849 members 
Mstep: Class 20 contains 49028 members 
Mstep: Class 21 contains 35284 members 
Mstep: Class 22 contains 47762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111178688.000000 Penalty: 72750.632812
Iteration 51Q: 23 clusters Score -1.111787e+08 nChanged 22022
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 23793 members 
Mstep: Class 3 contains 268 members 
Mstep: Class 4 contains 47647 members 
Mstep: Class 5 contains 45548 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 994 members 
Mstep: Class 8 contains 44876 members 
Mstep: Class 9 contains 43918 members 
Mstep: Class 10 contains 2210 members 
Mstep: Class 11 contains 761 members 
Mstep: Class 12 contains 1301 members 
Mstep: Class 13 contains 40357 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 81335 members 
Mstep: Class 16 contains 756 members 
Mstep: Class 17 contains 17286 members 
Mstep: Class 18 contains 41810 members 
Mstep: Class 19 contains 51007 members 
Mstep: Class 20 contains 48255 members 
Mstep: Class 21 contains 34545 members 
Mstep: Class 22 contains 48497 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 52Q: 23 clusters Score -1.111777e+08 nChanged 21734
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 41935 members 
Mstep: Class 2 contains 21965 members 
Mstep: Class 3 contains 268 members 
Mstep: Class 4 contains 47425 members 
Mstep: Class 5 contains 45167 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 999 members 
Mstep: Class 8 contains 44917 members 
Mstep: Class 9 contains 43063 members 
Mstep: Class 10 contains 2233 members 
Mstep: Class 11 contains 761 members 
Mstep: Class 12 contains 1300 members 
Mstep: Class 13 contains 40039 members 
Mstep: Class 14 contains 588 members 
Mstep: Class 15 contains 80900 members 
Mstep: Class 16 contains 757 members 
Mstep: Class 17 contains 18051 members 
Mstep: Class 18 contains 41759 members 
Mstep: Class 19 contains 54546 members 
Mstep: Class 20 contains 47759 members 
Mstep: Class 21 contains 34003 members 
Mstep: Class 22 contains 48916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111176224.000000 Penalty: 72750.632812
Iteration 53Q: 23 clusters Score -1.111762e+08 nChanged 19064
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 42490 members 
Mstep: Class 2 contains 20534 members 
Mstep: Class 3 contains 268 members 
Mstep: Class 4 contains 47028 members 
Mstep: Class 5 contains 45257 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 1003 members 
Mstep: Class 8 contains 45106 members 
Mstep: Class 9 contains 42875 members 
Mstep: Class 10 contains 2248 members 
Mstep: Class 11 contains 762 members 
Mstep: Class 12 contains 1294 members 
Mstep: Class 13 contains 39652 members 
Mstep: Class 14 contains 589 members 
Mstep: Class 15 contains 80159 members 
Mstep: Class 16 contains 757 members 
Mstep: Class 17 contains 18811 members 
Mstep: Class 18 contains 41884 members 
Mstep: Class 19 contains 55512 members 
Mstep: Class 20 contains 47785 members 
Mstep: Class 21 contains 34173 members 
Mstep: Class 22 contains 49164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111174600.000000 Penalty: 72750.632812
Iteration 54Q: 23 clusters Score -1.111746e+08 nChanged 15313
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 19422 members 
Mstep: Class 3 contains 268 members 
Mstep: Class 4 contains 46537 members 
Mstep: Class 5 contains 45572 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 1010 members 
Mstep: Class 8 contains 45555 members 
Mstep: Class 9 contains 43164 members 
Mstep: Class 10 contains 2258 members 
Mstep: Class 11 contains 762 members 
Mstep: Class 12 contains 1296 members 
Mstep: Class 13 contains 39357 members 
Mstep: Class 14 contains 590 members 
Mstep: Class 15 contains 79261 members 
Mstep: Class 16 contains 757 members 
Mstep: Class 17 contains 19546 members 
Mstep: Class 18 contains 42092 members 
Mstep: Class 19 contains 54781 members 
Mstep: Class 20 contains 48029 members 
Mstep: Class 21 contains 34663 members 
Mstep: Class 22 contains 49296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111174504.000000 Penalty: 72750.632812
Iteration 55Q: 23 clusters Score -1.111745e+08 nChanged 12329
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 18559 members 
Mstep: Class 3 contains 268 members 
Mstep: Class 4 contains 46166 members 
Mstep: Class 5 contains 45938 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 1015 members 
Mstep: Class 8 contains 45952 members 
Mstep: Class 9 contains 43606 members 
Mstep: Class 10 contains 2273 members 
Mstep: Class 11 contains 763 members 
Mstep: Class 12 contains 1295 members 
Mstep: Class 13 contains 39248 members 
Mstep: Class 14 contains 591 members 
Mstep: Class 15 contains 78350 members 
Mstep: Class 16 contains 757 members 
Mstep: Class 17 contains 20187 members 
Mstep: Class 18 contains 42244 members 
Mstep: Class 19 contains 53677 members 
Mstep: Class 20 contains 48390 members 
Mstep: Class 21 contains 35247 members 
Mstep: Class 22 contains 49192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111175240.000000 Penalty: 72750.632812
Iteration 56Q: 23 clusters Score -1.111752e+08 nChanged 10733
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44036 members 
Mstep: Class 2 contains 17897 members 
Mstep: Class 3 contains 268 members 
Mstep: Class 4 contains 45896 members 
Mstep: Class 5 contains 46283 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 1019 members 
Mstep: Class 8 contains 46037 members 
Mstep: Class 9 contains 44067 members 
Mstep: Class 10 contains 2289 members 
Mstep: Class 11 contains 763 members 
Mstep: Class 12 contains 1291 members 
Mstep: Class 13 contains 39230 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 15 contains 77514 members 
Mstep: Class 16 contains 756 members 
Mstep: Class 17 contains 20757 members 
Mstep: Class 18 contains 42249 members 
Mstep: Class 19 contains 52706 members 
Mstep: Class 20 contains 48868 members 
Mstep: Class 21 contains 35907 members 
Mstep: Class 22 contains 48926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111175568.000000 Penalty: 72750.632812
Iteration 57Q: 23 clusters Score -1.111756e+08 nChanged 9464
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 17437 members 
Mstep: Class 3 contains 268 members 
Mstep: Class 4 contains 45569 members 
Mstep: Class 5 contains 46604 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 1021 members 
Mstep: Class 8 contains 46014 members 
Mstep: Class 9 contains 44496 members 
Mstep: Class 10 contains 2304 members 
Mstep: Class 11 contains 763 members 
Mstep: Class 12 contains 1287 members 
Mstep: Class 13 contains 39371 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 76774 members 
Mstep: Class 16 contains 755 members 
Mstep: Class 17 contains 21259 members 
Mstep: Class 18 contains 42228 members 
Mstep: Class 19 contains 51903 members 
Mstep: Class 20 contains 49292 members 
Mstep: Class 21 contains 36653 members 
Mstep: Class 22 contains 48524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111176896.000000 Penalty: 72750.632812
Iteration 58Q: 23 clusters Score -1.111769e+08 nChanged 8679
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 17106 members 
Mstep: Class 3 contains 268 members 
Mstep: Class 4 contains 45271 members 
Mstep: Class 5 contains 46904 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 1023 members 
Mstep: Class 8 contains 45946 members 
Mstep: Class 9 contains 44750 members 
Mstep: Class 10 contains 2309 members 
Mstep: Class 11 contains 763 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 39623 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 75921 members 
Mstep: Class 16 contains 756 members 
Mstep: Class 17 contains 21784 members 
Mstep: Class 18 contains 42205 members 
Mstep: Class 19 contains 51322 members 
Mstep: Class 20 contains 49655 members 
Mstep: Class 21 contains 37469 members 
Mstep: Class 22 contains 48070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111177888.000000 Penalty: 72750.632812
Iteration 59Q: 23 clusters Score -1.111779e+08 nChanged 8092
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 44250 members 
Mstep: Class 2 contains 16854 members 
Mstep: Class 3 contains 268 members 
Mstep: Class 4 contains 44966 members 
Mstep: Class 5 contains 47158 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 1025 members 
Mstep: Class 8 contains 45736 members 
Mstep: Class 9 contains 44928 members 
Mstep: Class 10 contains 2314 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 1292 members 
Mstep: Class 13 contains 39972 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 75115 members 
Mstep: Class 16 contains 756 members 
Mstep: Class 17 contains 22277 members 
Mstep: Class 18 contains 42198 members 
Mstep: Class 19 contains 50914 members 
Mstep: Class 20 contains 49981 members 
Mstep: Class 21 contains 38336 members 
Mstep: Class 22 contains 47653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111181176.000000 Penalty: 72750.632812
Iteration 60F: 23 clusters Score -1.111812e+08 nChanged 10285
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 15270 members 
Mstep: Class 3 contains 269 members 
Mstep: Class 4 contains 46108 members 
Mstep: Class 5 contains 47300 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 1028 members 
Mstep: Class 8 contains 45743 members 
Mstep: Class 9 contains 44740 members 
Mstep: Class 10 contains 2323 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1287 members 
Mstep: Class 13 contains 40111 members 
Mstep: Class 14 contains 593 members 
Mstep: Class 15 contains 74331 members 
Mstep: Class 16 contains 754 members 
Mstep: Class 17 contains 22709 members 
Mstep: Class 18 contains 42149 members 
Mstep: Class 19 contains 51303 members 
Mstep: Class 20 contains 50112 members 
Mstep: Class 21 contains 39066 members 
Mstep: Class 22 contains 47290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111181128.000000 Penalty: 72750.632812
Iteration 61Q: 23 clusters Score -1.111811e+08 nChanged 10693
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 13696 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 46796 members 
Mstep: Class 5 contains 47503 members 
Mstep: Class 6 contains 510 members 
Mstep: Class 7 contains 1026 members 
Mstep: Class 8 contains 45838 members 
Mstep: Class 9 contains 44780 members 
Mstep: Class 10 contains 2333 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 1287 members 
Mstep: Class 13 contains 40366 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 73702 members 
Mstep: Class 16 contains 755 members 
Mstep: Class 17 contains 23147 members 
Mstep: Class 18 contains 42169 members 
Mstep: Class 19 contains 51102 members 
Mstep: Class 20 contains 50322 members 
Mstep: Class 21 contains 40029 members 
Mstep: Class 22 contains 46944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111180888.000000 Penalty: 72750.632812
Iteration 62Q: 23 clusters Score -1.111809e+08 nChanged 10564
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 12109 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 47218 members 
Mstep: Class 5 contains 47768 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1026 members 
Mstep: Class 8 contains 45826 members 
Mstep: Class 9 contains 44883 members 
Mstep: Class 10 contains 2343 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 1288 members 
Mstep: Class 13 contains 40718 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 73116 members 
Mstep: Class 16 contains 755 members 
Mstep: Class 17 contains 23575 members 
Mstep: Class 18 contains 42246 members 
Mstep: Class 19 contains 51008 members 
Mstep: Class 20 contains 50448 members 
Mstep: Class 21 contains 41043 members 
Mstep: Class 22 contains 46653 members 
Entering Unmasked Estep 
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Iteration 63Q: 23 clusters Score -1.111809e+08 nChanged 10132
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 10640 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 47510 members 
Mstep: Class 5 contains 47945 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1025 members 
Mstep: Class 8 contains 45686 members 
Mstep: Class 9 contains 45074 members 
Mstep: Class 10 contains 2351 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 41190 members 
Mstep: Class 14 contains 596 members 
Mstep: Class 15 contains 72504 members 
Mstep: Class 16 contains 755 members 
Mstep: Class 17 contains 23965 members 
Mstep: Class 18 contains 42351 members 
Mstep: Class 19 contains 50955 members 
Mstep: Class 20 contains 50612 members 
Mstep: Class 21 contains 42059 members 
Mstep: Class 22 contains 46381 members 
Entering Unmasked Estep 
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Score: -111181544.000000 Penalty: 72750.632812
Iteration 64Q: 23 clusters Score -1.111815e+08 nChanged 9847
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 9321 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 47580 members 
Mstep: Class 5 contains 48060 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1026 members 
Mstep: Class 8 contains 45539 members 
Mstep: Class 9 contains 45210 members 
Mstep: Class 10 contains 2364 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1293 members 
Mstep: Class 13 contains 41674 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 71863 members 
Mstep: Class 16 contains 755 members 
Mstep: Class 17 contains 24306 members 
Mstep: Class 18 contains 42533 members 
Mstep: Class 19 contains 50974 members 
Mstep: Class 20 contains 50752 members 
Mstep: Class 21 contains 43074 members 
Mstep: Class 22 contains 46164 members 
Entering Unmasked Estep 
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Iteration 65Q: 23 clusters Score -1.111821e+08 nChanged 9434
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 8153 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 47457 members 
Mstep: Class 5 contains 48094 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1026 members 
Mstep: Class 8 contains 45412 members 
Mstep: Class 9 contains 45321 members 
Mstep: Class 10 contains 2373 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1295 members 
Mstep: Class 13 contains 42252 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 71201 members 
Mstep: Class 16 contains 755 members 
Mstep: Class 17 contains 24626 members 
Mstep: Class 18 contains 42730 members 
Mstep: Class 19 contains 51044 members 
Mstep: Class 20 contains 50877 members 
Mstep: Class 21 contains 44113 members 
Mstep: Class 22 contains 45903 members 
Entering Unmasked Estep 
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Iteration 66Q: 23 clusters Score -1.111826e+08 nChanged 9079
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 7156 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 47381 members 
Mstep: Class 5 contains 48052 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1026 members 
Mstep: Class 8 contains 45400 members 
Mstep: Class 9 contains 45372 members 
Mstep: Class 10 contains 2381 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1298 members 
Mstep: Class 13 contains 42735 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 70413 members 
Mstep: Class 16 contains 755 members 
Mstep: Class 17 contains 24906 members 
Mstep: Class 18 contains 42937 members 
Mstep: Class 19 contains 51059 members 
Mstep: Class 20 contains 50928 members 
Mstep: Class 21 contains 45148 members 
Mstep: Class 22 contains 45701 members 
Entering Unmasked Estep 
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Iteration 67Q: 23 clusters Score -1.111827e+08 nChanged 8671
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 43028 members 
Mstep: Class 2 contains 6342 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 47293 members 
Mstep: Class 5 contains 48028 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1026 members 
Mstep: Class 8 contains 45459 members 
Mstep: Class 9 contains 45404 members 
Mstep: Class 10 contains 2384 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1300 members 
Mstep: Class 13 contains 43199 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 69544 members 
Mstep: Class 16 contains 755 members 
Mstep: Class 17 contains 25174 members 
Mstep: Class 18 contains 43085 members 
Mstep: Class 19 contains 51137 members 
Mstep: Class 20 contains 50976 members 
Mstep: Class 21 contains 46082 members 
Mstep: Class 22 contains 45507 members 
Entering Unmasked Estep 
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Iteration 68Q: 23 clusters Score -1.11183e+08 nChanged 8471
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 5663 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 47218 members 
Mstep: Class 5 contains 48030 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1027 members 
Mstep: Class 8 contains 45522 members 
Mstep: Class 9 contains 45366 members 
Mstep: Class 10 contains 2386 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1301 members 
Mstep: Class 13 contains 43661 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 68766 members 
Mstep: Class 16 contains 755 members 
Mstep: Class 17 contains 25391 members 
Mstep: Class 18 contains 43230 members 
Mstep: Class 19 contains 51271 members 
Mstep: Class 20 contains 50966 members 
Mstep: Class 21 contains 46835 members 
Mstep: Class 22 contains 45313 members 
Entering Unmasked Estep 
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Iteration 69Q: 23 clusters Score -1.111831e+08 nChanged 8109
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 5100 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 47155 members 
Mstep: Class 5 contains 48054 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1026 members 
Mstep: Class 8 contains 45659 members 
Mstep: Class 9 contains 45354 members 
Mstep: Class 10 contains 2391 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1302 members 
Mstep: Class 13 contains 44127 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 67949 members 
Mstep: Class 16 contains 755 members 
Mstep: Class 17 contains 25545 members 
Mstep: Class 18 contains 43348 members 
Mstep: Class 19 contains 51432 members 
Mstep: Class 20 contains 50974 members 
Mstep: Class 21 contains 47360 members 
Mstep: Class 22 contains 45127 members 
Entering Unmasked Estep 
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Iteration 70Q: 23 clusters Score -1.11183e+08 nChanged 7665
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 43103 members 
Mstep: Class 2 contains 4615 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 47102 members 
Mstep: Class 5 contains 48060 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1026 members 
Mstep: Class 8 contains 45861 members 
Mstep: Class 9 contains 45323 members 
Mstep: Class 10 contains 2396 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1301 members 
Mstep: Class 13 contains 44576 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 67143 members 
Mstep: Class 16 contains 756 members 
Mstep: Class 17 contains 25715 members 
Mstep: Class 18 contains 43418 members 
Mstep: Class 19 contains 51577 members 
Mstep: Class 20 contains 51019 members 
Mstep: Class 21 contains 47763 members 
Mstep: Class 22 contains 44969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111183296.000000 Penalty: 72750.632812
Iteration 71Q: 23 clusters Score -1.111833e+08 nChanged 7211
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 4228 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 46968 members 
Mstep: Class 5 contains 48052 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1027 members 
Mstep: Class 8 contains 46160 members 
Mstep: Class 9 contains 45355 members 
Mstep: Class 10 contains 2396 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 1299 members 
Mstep: Class 13 contains 44932 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 66287 members 
Mstep: Class 16 contains 757 members 
Mstep: Class 17 contains 25881 members 
Mstep: Class 18 contains 43481 members 
Mstep: Class 19 contains 51699 members 
Mstep: Class 20 contains 51084 members 
Mstep: Class 21 contains 48078 members 
Mstep: Class 22 contains 44886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111182712.000000 Penalty: 72750.632812
Iteration 72Q: 23 clusters Score -1.111827e+08 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 3932 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 46967 members 
Mstep: Class 5 contains 48077 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1026 members 
Mstep: Class 8 contains 46415 members 
Mstep: Class 9 contains 45383 members 
Mstep: Class 10 contains 2405 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 1299 members 
Mstep: Class 13 contains 45208 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 65359 members 
Mstep: Class 16 contains 758 members 
Mstep: Class 17 contains 26018 members 
Mstep: Class 18 contains 43545 members 
Mstep: Class 19 contains 51862 members 
Mstep: Class 20 contains 51156 members 
Mstep: Class 21 contains 48279 members 
Mstep: Class 22 contains 44855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111183152.000000 Penalty: 72750.632812
Iteration 73Q: 23 clusters Score -1.111832e+08 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 3714 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 46948 members 
Mstep: Class 5 contains 48234 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1026 members 
Mstep: Class 8 contains 46682 members 
Mstep: Class 9 contains 45411 members 
Mstep: Class 10 contains 2412 members 
Mstep: Class 11 contains 767 members 
Mstep: Class 12 contains 1298 members 
Mstep: Class 13 contains 45388 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 64383 members 
Mstep: Class 16 contains 758 members 
Mstep: Class 17 contains 26162 members 
Mstep: Class 18 contains 43613 members 
Mstep: Class 19 contains 52010 members 
Mstep: Class 20 contains 51252 members 
Mstep: Class 21 contains 48410 members 
Mstep: Class 22 contains 44860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111183136.000000 Penalty: 72750.632812
Iteration 74Q: 23 clusters Score -1.111831e+08 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 43168 members 
Mstep: Class 2 contains 3535 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 46905 members 
Mstep: Class 5 contains 48395 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1027 members 
Mstep: Class 8 contains 46999 members 
Mstep: Class 9 contains 45498 members 
Mstep: Class 10 contains 2413 members 
Mstep: Class 11 contains 767 members 
Mstep: Class 12 contains 1297 members 
Mstep: Class 13 contains 45531 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 63382 members 
Mstep: Class 16 contains 758 members 
Mstep: Class 17 contains 26318 members 
Mstep: Class 18 contains 43700 members 
Mstep: Class 19 contains 52116 members 
Mstep: Class 20 contains 51338 members 
Mstep: Class 21 contains 48496 members 
Mstep: Class 22 contains 44845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111183384.000000 Penalty: 72750.632812
Iteration 75Q: 23 clusters Score -1.111834e+08 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 3377 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 46867 members 
Mstep: Class 5 contains 48488 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1028 members 
Mstep: Class 8 contains 47327 members 
Mstep: Class 9 contains 45616 members 
Mstep: Class 10 contains 2417 members 
Mstep: Class 11 contains 767 members 
Mstep: Class 12 contains 1295 members 
Mstep: Class 13 contains 45663 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 62404 members 
Mstep: Class 16 contains 758 members 
Mstep: Class 17 contains 26480 members 
Mstep: Class 18 contains 43806 members 
Mstep: Class 19 contains 52222 members 
Mstep: Class 20 contains 51442 members 
Mstep: Class 21 contains 48535 members 
Mstep: Class 22 contains 44823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111183792.000000 Penalty: 72750.632812
Iteration 76Q: 23 clusters Score -1.111838e+08 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 43175 members 
Mstep: Class 2 contains 3279 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 46871 members 
Mstep: Class 5 contains 48577 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1029 members 
Mstep: Class 8 contains 47604 members 
Mstep: Class 9 contains 45720 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 767 members 
Mstep: Class 12 contains 1296 members 
Mstep: Class 13 contains 45771 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 61416 members 
Mstep: Class 16 contains 758 members 
Mstep: Class 17 contains 26657 members 
Mstep: Class 18 contains 43923 members 
Mstep: Class 19 contains 52340 members 
Mstep: Class 20 contains 51518 members 
Mstep: Class 21 contains 48533 members 
Mstep: Class 22 contains 44832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111183944.000000 Penalty: 72750.632812
Iteration 77Q: 23 clusters Score -1.111839e+08 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 43149 members 
Mstep: Class 2 contains 3188 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 46853 members 
Mstep: Class 5 contains 48709 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1029 members 
Mstep: Class 8 contains 47907 members 
Mstep: Class 9 contains 45763 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 768 members 
Mstep: Class 12 contains 1295 members 
Mstep: Class 13 contains 45826 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 60561 members 
Mstep: Class 16 contains 758 members 
Mstep: Class 17 contains 26790 members 
Mstep: Class 18 contains 44074 members 
Mstep: Class 19 contains 52483 members 
Mstep: Class 20 contains 51587 members 
Mstep: Class 21 contains 48480 members 
Mstep: Class 22 contains 44846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111184448.000000 Penalty: 72750.632812
Iteration 78Q: 23 clusters Score -1.111844e+08 nChanged 5463
Entering ConstructFrom: 
Score: -111184448.000000 Penalty: 72750.632812
Entering ConstructFrom: 
Trying to split cluster 1 (43126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Entering Unmasked Estep 
Score: -7932875.500000 Penalty: 2646.626709
	Iteration 0F: 2 clusters Score -7932876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -7904510.500000 Penalty: 5293.253418
	Iteration 0F: 3 clusters Score -7904510 nChanged 19912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -7915586.000000 Penalty: 5293.253418
	Iteration 1F: 3 clusters Score -7915586 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -7916062.500000 Penalty: 5293.253418
	Iteration 2Q: 3 clusters Score -7916062 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21620 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -7916490.000000 Penalty: 5293.253418
	Iteration 3Q: 3 clusters Score -7916490 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -7916924.500000 Penalty: 5293.253418
	Iteration 4Q: 3 clusters Score -7916924 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -7917274.500000 Penalty: 5293.253418
	Iteration 5Q: 3 clusters Score -7917274 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -7917759.000000 Penalty: 5293.253418
	Iteration 6Q: 3 clusters Score -7917759 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -7918449.500000 Penalty: 5293.253418
	Iteration 7Q: 3 clusters Score -7918450 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -7919435.000000 Penalty: 5293.253418
	Iteration 8Q: 3 clusters Score -7919435 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -7920728.500000 Penalty: 5293.253418
	Iteration 9F: 3 clusters Score -7920728 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -7922458.500000 Penalty: 5293.253418
	Iteration 10F: 3 clusters Score -7922458 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -7924189.000000 Penalty: 5293.253418
	Iteration 11F: 3 clusters Score -7924189 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -7925331.000000 Penalty: 5293.253418
	Iteration 12F: 3 clusters Score -7925331 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -7925808.500000 Penalty: 5293.253418
	Iteration 13Q: 3 clusters Score -7925808 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -7926020.000000 Penalty: 5293.253418
	Iteration 14Q: 3 clusters Score -7926020 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -7926180.500000 Penalty: 5293.253418
	Iteration 15Q: 3 clusters Score -7926180 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -7926267.000000 Penalty: 5293.253418
	Iteration 16Q: 3 clusters Score -7926267 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -7926361.000000 Penalty: 5293.253418
	Iteration 17Q: 3 clusters Score -7926361 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -7926449.500000 Penalty: 5293.253418
	Iteration 18Q: 3 clusters Score -7926450 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -7926539.000000 Penalty: 5293.253418
	Iteration 19Q: 3 clusters Score -7926539 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -7926637.000000 Penalty: 5293.253418
	Iteration 20F: 3 clusters Score -7926637 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -7926688.000000 Penalty: 5293.253418
	Iteration 21Q: 3 clusters Score -7926688 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -7926780.000000 Penalty: 5293.253418
	Iteration 22Q: 3 clusters Score -7926780 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 26977 members 
Entering Unmasked Estep 
Score: -7926873.000000 Penalty: 5293.253418
	Iteration 23Q: 3 clusters Score -7926873 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -7926963.000000 Penalty: 5293.253418
	Iteration 24Q: 3 clusters Score -7926963 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -7927032.500000 Penalty: 5293.253418
	Iteration 25Q: 3 clusters Score -7927032 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -7927145.500000 Penalty: 5293.253418
	Iteration 26Q: 3 clusters Score -7927146 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -7927242.000000 Penalty: 5293.253418
	Iteration 27Q: 3 clusters Score -7927242 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -7927370.500000 Penalty: 5293.253418
	Iteration 28Q: 3 clusters Score -7927370 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 29467 members 
Entering Unmasked Estep 
Score: -7927493.000000 Penalty: 5293.253418
	Iteration 29Q: 3 clusters Score -7927493 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 29980 members 
Entering Unmasked Estep 
Score: -7927631.500000 Penalty: 5293.253418
	Iteration 30Q: 3 clusters Score -7927632 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -7927773.500000 Penalty: 5293.253418
	Iteration 31Q: 3 clusters Score -7927774 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 31019 members 
Entering Unmasked Estep 
Score: -7927880.000000 Penalty: 5293.253418
	Iteration 32Q: 3 clusters Score -7927880 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -7928074.000000 Penalty: 5293.253418
	Iteration 33Q: 3 clusters Score -7928074 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -7928230.500000 Penalty: 5293.253418
	Iteration 34Q: 3 clusters Score -7928230 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -7928390.000000 Penalty: 5293.253418
	Iteration 35Q: 3 clusters Score -7928390 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -7928572.500000 Penalty: 5293.253418
	Iteration 36Q: 3 clusters Score -7928572 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -7928695.500000 Penalty: 5293.253418
	Iteration 37Q: 3 clusters Score -7928696 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -7928902.500000 Penalty: 5293.253418
	Iteration 38Q: 3 clusters Score -7928902 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 34867 members 
Entering Unmasked Estep 
Score: -7929085.000000 Penalty: 5293.253418
	Iteration 39Q: 3 clusters Score -7929085 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 35392 members 
Entering Unmasked Estep 
Score: -7929251.500000 Penalty: 5293.253418
	Iteration 40F: 3 clusters Score -7929252 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -7929435.000000 Penalty: 5293.253418
	Iteration 41Q: 3 clusters Score -7929435 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 36458 members 
Entering Unmasked Estep 
Score: -7929598.000000 Penalty: 5293.253418
	Iteration 42Q: 3 clusters Score -7929598 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -7929743.000000 Penalty: 5293.253418
	Iteration 43Q: 3 clusters Score -7929743 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -7929852.500000 Penalty: 5293.253418
	Iteration 44Q: 3 clusters Score -7929852 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -7930001.000000 Penalty: 5293.253418
	Iteration 45Q: 3 clusters Score -7930001 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -7930134.000000 Penalty: 5293.253418
	Iteration 46Q: 3 clusters Score -7930134 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -7930218.000000 Penalty: 5293.253418
	Iteration 47Q: 3 clusters Score -7930218 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 39105 members 
Entering Unmasked Estep 
Score: -7930317.500000 Penalty: 5293.253418
	Iteration 48Q: 3 clusters Score -7930318 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -7930414.500000 Penalty: 5293.253418
	Iteration 49Q: 3 clusters Score -7930414 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -7930515.000000 Penalty: 5293.253418
	Iteration 50Q: 3 clusters Score -7930515 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -7930608.000000 Penalty: 5293.253418
	Iteration 51Q: 3 clusters Score -7930608 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -7930656.500000 Penalty: 5293.253418
	Iteration 52Q: 3 clusters Score -7930656 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 40530 members 
Entering Unmasked Estep 
Score: -7930703.500000 Penalty: 5293.253418
	Iteration 53Q: 3 clusters Score -7930704 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 40725 members 
Entering Unmasked Estep 
Score: -7930737.500000 Penalty: 5293.253418
	Iteration 54Q: 3 clusters Score -7930738 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -7930771.000000 Penalty: 5293.253418
	Iteration 55Q: 3 clusters Score -7930771 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 41073 members 
Entering Unmasked Estep 
Score: -7930816.000000 Penalty: 5293.253418
	Iteration 56Q: 3 clusters Score -7930816 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 41219 members 
Entering Unmasked Estep 
Score: -7930825.000000 Penalty: 5293.253418
	Iteration 57Q: 3 clusters Score -7930825 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 41357 members 
Entering Unmasked Estep 
Score: -7930842.500000 Penalty: 5293.253418
	Iteration 58Q: 3 clusters Score -7930842 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -7930857.000000 Penalty: 5293.253418
	Iteration 59Q: 3 clusters Score -7930857 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -7930890.000000 Penalty: 5293.253418
	Iteration 60F: 3 clusters Score -7930890 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -7930883.000000 Penalty: 5293.253418
	Iteration 61Q: 3 clusters Score -7930883 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 41722 members 
Entering Unmasked Estep 
Score: -7930904.000000 Penalty: 5293.253418
	Iteration 62Q: 3 clusters Score -7930904 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -7930913.000000 Penalty: 5293.253418
	Iteration 63Q: 3 clusters Score -7930913 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -7930931.000000 Penalty: 5293.253418
	Iteration 64Q: 3 clusters Score -7930931 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 41921 members 
Entering Unmasked Estep 
Score: -7930932.500000 Penalty: 5293.253418
	Iteration 65Q: 3 clusters Score -7930932 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 41965 members 
Entering Unmasked Estep 
Score: -7930962.000000 Penalty: 5293.253418
	Iteration 66Q: 3 clusters Score -7930962 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 42009 members 
Entering Unmasked Estep 
Score: -7930960.000000 Penalty: 5293.253418
	Iteration 67Q: 3 clusters Score -7930960 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 42046 members 
Entering Unmasked Estep 
Score: -7930967.500000 Penalty: 5293.253418
	Iteration 68Q: 3 clusters Score -7930968 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -7930978.000000 Penalty: 5293.253418
	Iteration 69Q: 3 clusters Score -7930978 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -7930986.500000 Penalty: 5293.253418
	Iteration 70Q: 3 clusters Score -7930986 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -7930991.500000 Penalty: 5293.253418
	Iteration 71Q: 3 clusters Score -7930992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 42148 members 
Entering Unmasked Estep 
Score: -7931007.500000 Penalty: 5293.253418
	Iteration 72Q: 3 clusters Score -7931008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 42154 members 
Entering Unmasked Estep 
Score: -7931011.500000 Penalty: 5293.253418
	Iteration 73Q: 3 clusters Score -7931012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 42160 members 
Entering Unmasked Estep 
Score: -7931006.500000 Penalty: 5293.253418
	Iteration 74Q: 3 clusters Score -7931006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 42162 members 
Entering Unmasked Estep 
Score: -7931011.500000 Penalty: 5293.253418
	Iteration 75Q: 3 clusters Score -7931012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 42161 members 
Entering Unmasked Estep 
Score: -7931017.000000 Penalty: 5293.253418
	Iteration 76Q: 3 clusters Score -7931017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 42162 members 
Entering Unmasked Estep 
Score: -7931016.000000 Penalty: 5293.253418
	Iteration 77Q: 3 clusters Score -7931016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -7931016.500000 Penalty: 5293.253418
	Iteration 78Q: 3 clusters Score -7931016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -7931020.500000 Penalty: 5293.253418
	Iteration 79Q: 3 clusters Score -7931020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -7931016.000000 Penalty: 5293.253418
	Iteration 80F: 3 clusters Score -7931016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -7931022.000000 Penalty: 5293.253418
	Iteration 81Q: 3 clusters Score -7931022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 42175 members 
Entering Unmasked Estep 
Score: -7931026.000000 Penalty: 5293.253418
	Iteration 82Q: 3 clusters Score -7931026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 42178 members 
Entering Unmasked Estep 
Score: -7931011.500000 Penalty: 5293.253418
	Iteration 83Q: 3 clusters Score -7931012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 42180 members 
Entering Unmasked Estep 
Score: -7931016.000000 Penalty: 5293.253418
	Iteration 84Q: 3 clusters Score -7931016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -7931018.000000 Penalty: 5293.253418
	Iteration 85Q: 3 clusters Score -7931018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 42180 members 
Entering Unmasked Estep 
Score: -7931019.500000 Penalty: 5293.253418
	Iteration 86Q: 3 clusters Score -7931020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -7931021.000000 Penalty: 5293.253418
	Iteration 87Q: 3 clusters Score -7931021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 42183 members 
Entering Unmasked Estep 
Score: -7931023.000000 Penalty: 5293.253418
	Iteration 88Q: 3 clusters Score -7931023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 42183 members 
Entering Unmasked Estep 
Score: -7931027.500000 Penalty: 5293.253418
	Iteration 89Q: 3 clusters Score -7931028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -7931029.000000 Penalty: 5293.253418
	Iteration 90Q: 3 clusters Score -7931029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -7931033.500000 Penalty: 5293.253418
	Iteration 91Q: 3 clusters Score -7931034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -7931037.000000 Penalty: 5293.253418
	Iteration 92Q: 3 clusters Score -7931037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
Score: -7931020.000000 Penalty: 5293.253418
	Iteration 93Q: 3 clusters Score -7931020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 42207 members 
Entering Unmasked Estep 
Score: -7931026.000000 Penalty: 5293.253418
	Iteration 94Q: 3 clusters Score -7931026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 42209 members 
Entering Unmasked Estep 
Score: -7931019.000000 Penalty: 5293.253418
	Iteration 95Q: 3 clusters Score -7931019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -7931017.000000 Penalty: 5293.253418
	Iteration 96Q: 3 clusters Score -7931017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -7931019.500000 Penalty: 5293.253418
	Iteration 97Q: 3 clusters Score -7931020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -7931026.500000 Penalty: 5293.253418
	Iteration 98Q: 3 clusters Score -7931026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
Score: -7931022.000000 Penalty: 5293.253418
	Iteration 99Q: 3 clusters Score -7931022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -7931019.000000 Penalty: 5293.253418
	Iteration 100F: 3 clusters Score -7931019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 42227 members 
Entering Unmasked Estep 
Score: -7931014.000000 Penalty: 5293.253418
	Iteration 101Q: 3 clusters Score -7931014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -7931014.000000 Penalty: 5293.253418
	Iteration 102Q: 3 clusters Score -7931014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 42236 members 
Entering Unmasked Estep 
Score: -7931021.000000 Penalty: 5293.253418
	Iteration 103Q: 3 clusters Score -7931021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -7931025.500000 Penalty: 5293.253418
	Iteration 104Q: 3 clusters Score -7931026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -7931022.500000 Penalty: 5293.253418
	Iteration 105Q: 3 clusters Score -7931022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 42237 members 
Entering Unmasked Estep 
Score: -7931022.000000 Penalty: 5293.253418
	Iteration 106Q: 3 clusters Score -7931022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 42237 members 
Entering Unmasked Estep 
Score: -7931022.000000 Penalty: 5293.253418
	Iteration 107F: 3 clusters Score -7931022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Entering Unmasked Estep 
Score: -565962.500000 Penalty: 1994.350220
	Iteration 0F: 2 clusters Score -565962.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -562607.312500 Penalty: 3988.700439
	Iteration 0F: 3 clusters Score -562607.3 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -563231.625000 Penalty: 3988.700439
	Iteration 1F: 3 clusters Score -563231.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -563387.187500 Penalty: 3988.700439
	Iteration 2F: 3 clusters Score -563387.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -563482.187500 Penalty: 3988.700439
	Iteration 3Q: 3 clusters Score -563482.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -563542.312500 Penalty: 3988.700439
	Iteration 4Q: 3 clusters Score -563542.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -563584.625000 Penalty: 3988.700439
	Iteration 5Q: 3 clusters Score -563584.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -563623.562500 Penalty: 3988.700439
	Iteration 6Q: 3 clusters Score -563623.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -563656.750000 Penalty: 3988.700439
	Iteration 7Q: 3 clusters Score -563656.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -563689.312500 Penalty: 3988.700439
	Iteration 8Q: 3 clusters Score -563689.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -563719.250000 Penalty: 3988.700439
	Iteration 9Q: 3 clusters Score -563719.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -563752.375000 Penalty: 3988.700439
	Iteration 10Q: 3 clusters Score -563752.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -563778.625000 Penalty: 3988.700439
	Iteration 11Q: 3 clusters Score -563778.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -563801.875000 Penalty: 3988.700439
	Iteration 12Q: 3 clusters Score -563801.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -563815.562500 Penalty: 3988.700439
	Iteration 13Q: 3 clusters Score -563815.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -563826.000000 Penalty: 3988.700439
	Iteration 14Q: 3 clusters Score -563826 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -563832.812500 Penalty: 3988.700439
	Iteration 15Q: 3 clusters Score -563832.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -563835.375000 Penalty: 3988.700439
	Iteration 16Q: 3 clusters Score -563835.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -563841.000000 Penalty: 3988.700439
	Iteration 17Q: 3 clusters Score -563841 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -563849.812500 Penalty: 3988.700439
	Iteration 18Q: 3 clusters Score -563849.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -563859.125000 Penalty: 3988.700439
	Iteration 19Q: 3 clusters Score -563859.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -563866.125000 Penalty: 3988.700439
	Iteration 20F: 3 clusters Score -563866.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -563871.250000 Penalty: 3988.700439
	Iteration 21Q: 3 clusters Score -563871.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -563875.250000 Penalty: 3988.700439
	Iteration 22Q: 3 clusters Score -563875.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -563878.375000 Penalty: 3988.700439
	Iteration 23Q: 3 clusters Score -563878.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -563879.812500 Penalty: 3988.700439
	Iteration 24Q: 3 clusters Score -563879.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -563881.750000 Penalty: 3988.700439
	Iteration 25Q: 3 clusters Score -563881.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -563885.625000 Penalty: 3988.700439
	Iteration 26Q: 3 clusters Score -563885.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -563888.875000 Penalty: 3988.700439
	Iteration 27Q: 3 clusters Score -563888.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -563891.312500 Penalty: 3988.700439
	Iteration 28Q: 3 clusters Score -563891.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -563897.625000 Penalty: 3988.700439
	Iteration 29Q: 3 clusters Score -563897.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -563906.125000 Penalty: 3988.700439
	Iteration 30Q: 3 clusters Score -563906.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -563914.687500 Penalty: 3988.700439
	Iteration 31Q: 3 clusters Score -563914.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -563925.250000 Penalty: 3988.700439
	Iteration 32Q: 3 clusters Score -563925.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -563934.625000 Penalty: 3988.700439
	Iteration 33Q: 3 clusters Score -563934.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -563941.187500 Penalty: 3988.700439
	Iteration 34Q: 3 clusters Score -563941.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -563945.500000 Penalty: 3988.700439
	Iteration 35Q: 3 clusters Score -563945.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -563950.187500 Penalty: 3988.700439
	Iteration 36Q: 3 clusters Score -563950.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -563954.062500 Penalty: 3988.700439
	Iteration 37Q: 3 clusters Score -563954.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -563960.937500 Penalty: 3988.700439
	Iteration 38Q: 3 clusters Score -563960.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -563961.875000 Penalty: 3988.700439
	Iteration 39Q: 3 clusters Score -563961.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -563965.250000 Penalty: 3988.700439
	Iteration 40F: 3 clusters Score -563965.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -563967.500000 Penalty: 3988.700439
	Iteration 41Q: 3 clusters Score -563967.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -563967.625000 Penalty: 3988.700439
	Iteration 42Q: 3 clusters Score -563967.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -563970.000000 Penalty: 3988.700439
	Iteration 43Q: 3 clusters Score -563970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -563972.812500 Penalty: 3988.700439
	Iteration 44Q: 3 clusters Score -563972.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -563975.750000 Penalty: 3988.700439
	Iteration 45Q: 3 clusters Score -563975.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -563978.812500 Penalty: 3988.700439
	Iteration 46Q: 3 clusters Score -563978.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -563980.625000 Penalty: 3988.700439
	Iteration 47Q: 3 clusters Score -563980.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -563983.500000 Penalty: 3988.700439
	Iteration 48Q: 3 clusters Score -563983.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -563985.250000 Penalty: 3988.700439
	Iteration 49Q: 3 clusters Score -563985.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -563985.125000 Penalty: 3988.700439
	Iteration 50Q: 3 clusters Score -563985.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -563985.687500 Penalty: 3988.700439
	Iteration 51Q: 3 clusters Score -563985.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -563985.687500 Penalty: 3988.700439
	Iteration 52F: 3 clusters Score -563985.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -20069.357422 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -20069.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -19113.855469 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -19113.86 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -19284.652344 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -19284.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -19331.763672 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -19331.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -19388.142578 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -19388.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -19428.390625 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -19428.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -19445.882812 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -19445.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -19473.941406 Penalty: 2778.651123
	Iteration 6Q: 3 clusters Score -19473.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19487.873047 Penalty: 2778.651123
	Iteration 7Q: 3 clusters Score -19487.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19491.539062 Penalty: 2778.651123
	Iteration 8F: 3 clusters Score -19491.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19497.273438 Penalty: 2778.651123
	Iteration 9Q: 3 clusters Score -19497.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19497.273438 Penalty: 2778.651123
	Iteration 10F: 3 clusters Score -19497.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46873 members 
Entering Unmasked Estep 
Score: -8554944.000000 Penalty: 2667.289062
	Iteration 0F: 2 clusters Score -8554944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -8524824.000000 Penalty: 5334.578125
	Iteration 0F: 3 clusters Score -8524824 nChanged 21383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -8536448.000000 Penalty: 5334.578125
	Iteration 1F: 3 clusters Score -8536448 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -8537079.000000 Penalty: 5334.578125
	Iteration 2Q: 3 clusters Score -8537079 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 24873 members 
Entering Unmasked Estep 
Score: -8537725.000000 Penalty: 5334.578125
	Iteration 3Q: 3 clusters Score -8537725 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -8538493.000000 Penalty: 5334.578125
	Iteration 4Q: 3 clusters Score -8538493 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -8539612.000000 Penalty: 5334.578125
	Iteration 5Q: 3 clusters Score -8539612 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -8541227.000000 Penalty: 5334.578125
	Iteration 6F: 3 clusters Score -8541227 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -8543530.000000 Penalty: 5334.578125
	Iteration 7F: 3 clusters Score -8543530 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -8546466.000000 Penalty: 5334.578125
	Iteration 8F: 3 clusters Score -8546466 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -8548919.000000 Penalty: 5334.578125
	Iteration 9F: 3 clusters Score -8548919 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -8549969.000000 Penalty: 5334.578125
	Iteration 10Q: 3 clusters Score -8549969 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -8550442.000000 Penalty: 5334.578125
	Iteration 11Q: 3 clusters Score -8550442 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -8550814.000000 Penalty: 5334.578125
	Iteration 12Q: 3 clusters Score -8550814 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -8551095.000000 Penalty: 5334.578125
	Iteration 13Q: 3 clusters Score -8551095 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -8551319.000000 Penalty: 5334.578125
	Iteration 14Q: 3 clusters Score -8551319 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -8551472.000000 Penalty: 5334.578125
	Iteration 15Q: 3 clusters Score -8551472 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 32673 members 
Entering Unmasked Estep 
Score: -8551611.000000 Penalty: 5334.578125
	Iteration 16Q: 3 clusters Score -8551611 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -8551669.000000 Penalty: 5334.578125
	Iteration 17Q: 3 clusters Score -8551669 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
Score: -8551784.000000 Penalty: 5334.578125
	Iteration 18Q: 3 clusters Score -8551784 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -8551798.000000 Penalty: 5334.578125
	Iteration 19Q: 3 clusters Score -8551798 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -8551825.000000 Penalty: 5334.578125
	Iteration 20F: 3 clusters Score -8551825 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -8551890.000000 Penalty: 5334.578125
	Iteration 21Q: 3 clusters Score -8551890 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 34163 members 
Entering Unmasked Estep 
Score: -8551957.000000 Penalty: 5334.578125
	Iteration 22Q: 3 clusters Score -8551957 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -8552011.000000 Penalty: 5334.578125
	Iteration 23Q: 3 clusters Score -8552011 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -8552037.000000 Penalty: 5334.578125
	Iteration 24Q: 3 clusters Score -8552037 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -8552086.000000 Penalty: 5334.578125
	Iteration 25Q: 3 clusters Score -8552086 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -8552135.000000 Penalty: 5334.578125
	Iteration 26Q: 3 clusters Score -8552135 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -8552161.000000 Penalty: 5334.578125
	Iteration 27Q: 3 clusters Score -8552161 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -8552209.000000 Penalty: 5334.578125
	Iteration 28Q: 3 clusters Score -8552209 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -8552228.000000 Penalty: 5334.578125
	Iteration 29Q: 3 clusters Score -8552228 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -8552222.000000 Penalty: 5334.578125
	Iteration 30Q: 3 clusters Score -8552222 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
Score: -8552225.000000 Penalty: 5334.578125
	Iteration 31Q: 3 clusters Score -8552225 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -8552232.000000 Penalty: 5334.578125
	Iteration 32Q: 3 clusters Score -8552232 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -8552274.000000 Penalty: 5334.578125
	Iteration 33Q: 3 clusters Score -8552274 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 36333 members 
Entering Unmasked Estep 
Score: -8552283.000000 Penalty: 5334.578125
	Iteration 34Q: 3 clusters Score -8552283 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -8552322.000000 Penalty: 5334.578125
	Iteration 35Q: 3 clusters Score -8552322 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 36613 members 
Entering Unmasked Estep 
Score: -8552375.000000 Penalty: 5334.578125
	Iteration 36Q: 3 clusters Score -8552375 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
Score: -8552381.000000 Penalty: 5334.578125
	Iteration 37Q: 3 clusters Score -8552381 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -8552403.000000 Penalty: 5334.578125
	Iteration 38Q: 3 clusters Score -8552403 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -8552433.000000 Penalty: 5334.578125
	Iteration 39Q: 3 clusters Score -8552433 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 37148 members 
Entering Unmasked Estep 
Score: -8552463.000000 Penalty: 5334.578125
	Iteration 40F: 3 clusters Score -8552463 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -8552473.000000 Penalty: 5334.578125
	Iteration 41Q: 3 clusters Score -8552473 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -8552468.000000 Penalty: 5334.578125
	Iteration 42Q: 3 clusters Score -8552468 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -8552498.000000 Penalty: 5334.578125
	Iteration 43Q: 3 clusters Score -8552498 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 37570 members 
Entering Unmasked Estep 
Score: -8552501.000000 Penalty: 5334.578125
	Iteration 44Q: 3 clusters Score -8552501 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -8552511.000000 Penalty: 5334.578125
	Iteration 45Q: 3 clusters Score -8552511 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -8552523.000000 Penalty: 5334.578125
	Iteration 46Q: 3 clusters Score -8552523 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -8552540.000000 Penalty: 5334.578125
	Iteration 47Q: 3 clusters Score -8552540 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 37843 members 
Entering Unmasked Estep 
Score: -8552557.000000 Penalty: 5334.578125
	Iteration 48Q: 3 clusters Score -8552557 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -8552572.000000 Penalty: 5334.578125
	Iteration 49Q: 3 clusters Score -8552572 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -8552575.000000 Penalty: 5334.578125
	Iteration 50Q: 3 clusters Score -8552575 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -8552578.000000 Penalty: 5334.578125
	Iteration 51Q: 3 clusters Score -8552578 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -8552594.000000 Penalty: 5334.578125
	Iteration 52Q: 3 clusters Score -8552594 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -8552572.000000 Penalty: 5334.578125
	Iteration 53Q: 3 clusters Score -8552572 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 38231 members 
Entering Unmasked Estep 
Score: -8552568.000000 Penalty: 5334.578125
	Iteration 54Q: 3 clusters Score -8552568 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 38299 members 
Entering Unmasked Estep 
Score: -8552578.000000 Penalty: 5334.578125
	Iteration 55Q: 3 clusters Score -8552578 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
Score: -8552587.000000 Penalty: 5334.578125
	Iteration 56Q: 3 clusters Score -8552587 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -8552585.000000 Penalty: 5334.578125
	Iteration 57Q: 3 clusters Score -8552585 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -8552586.000000 Penalty: 5334.578125
	Iteration 58Q: 3 clusters Score -8552586 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -8552585.000000 Penalty: 5334.578125
	Iteration 59Q: 3 clusters Score -8552585 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -8552580.000000 Penalty: 5334.578125
	Iteration 60F: 3 clusters Score -8552580 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -8552618.000000 Penalty: 5334.578125
	Iteration 61Q: 3 clusters Score -8552618 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -8552623.000000 Penalty: 5334.578125
	Iteration 62Q: 3 clusters Score -8552623 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 38761 members 
Entering Unmasked Estep 
Score: -8552629.000000 Penalty: 5334.578125
	Iteration 63Q: 3 clusters Score -8552629 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -8552665.000000 Penalty: 5334.578125
	Iteration 64Q: 3 clusters Score -8552665 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -8552687.000000 Penalty: 5334.578125
	Iteration 65Q: 3 clusters Score -8552687 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 38971 members 
Entering Unmasked Estep 
Score: -8552695.000000 Penalty: 5334.578125
	Iteration 66Q: 3 clusters Score -8552695 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -8552698.000000 Penalty: 5334.578125
	Iteration 67Q: 3 clusters Score -8552698 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -8552703.000000 Penalty: 5334.578125
	Iteration 68Q: 3 clusters Score -8552703 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -8552703.000000 Penalty: 5334.578125
	Iteration 69Q: 3 clusters Score -8552703 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -8552709.000000 Penalty: 5334.578125
	Iteration 70Q: 3 clusters Score -8552709 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 39196 members 
Entering Unmasked Estep 
Score: -8552715.000000 Penalty: 5334.578125
	Iteration 71Q: 3 clusters Score -8552715 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
Score: -8552724.000000 Penalty: 5334.578125
	Iteration 72Q: 3 clusters Score -8552724 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -8552724.000000 Penalty: 5334.578125
	Iteration 73Q: 3 clusters Score -8552724 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 39308 members 
Entering Unmasked Estep 
Score: -8552692.000000 Penalty: 5334.578125
	Iteration 74Q: 3 clusters Score -8552692 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -8552706.000000 Penalty: 5334.578125
	Iteration 75Q: 3 clusters Score -8552706 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -8552706.000000 Penalty: 5334.578125
	Iteration 76Q: 3 clusters Score -8552706 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -8552712.000000 Penalty: 5334.578125
	Iteration 77Q: 3 clusters Score -8552712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 39438 members 
Entering Unmasked Estep 
Score: -8552717.000000 Penalty: 5334.578125
	Iteration 78Q: 3 clusters Score -8552717 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -8552707.000000 Penalty: 5334.578125
	Iteration 79Q: 3 clusters Score -8552707 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 39502 members 
Entering Unmasked Estep 
Score: -8552725.000000 Penalty: 5334.578125
	Iteration 80F: 3 clusters Score -8552725 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -8552732.000000 Penalty: 5334.578125
	Iteration 81Q: 3 clusters Score -8552732 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -8552724.000000 Penalty: 5334.578125
	Iteration 82Q: 3 clusters Score -8552724 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -8552743.000000 Penalty: 5334.578125
	Iteration 83Q: 3 clusters Score -8552743 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -8552759.000000 Penalty: 5334.578125
	Iteration 84Q: 3 clusters Score -8552759 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
Score: -8552757.000000 Penalty: 5334.578125
	Iteration 85Q: 3 clusters Score -8552757 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -8552762.000000 Penalty: 5334.578125
	Iteration 86Q: 3 clusters Score -8552762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -8552770.000000 Penalty: 5334.578125
	Iteration 87Q: 3 clusters Score -8552770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 39753 members 
Entering Unmasked Estep 
Score: -8552770.000000 Penalty: 5334.578125
	Iteration 88Q: 3 clusters Score -8552770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -8552768.000000 Penalty: 5334.578125
	Iteration 89Q: 3 clusters Score -8552768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 39788 members 
Entering Unmasked Estep 
Score: -8552767.000000 Penalty: 5334.578125
	Iteration 90Q: 3 clusters Score -8552767 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
Score: -8552776.000000 Penalty: 5334.578125
	Iteration 91Q: 3 clusters Score -8552776 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -8552770.000000 Penalty: 5334.578125
	Iteration 92Q: 3 clusters Score -8552770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -8552768.000000 Penalty: 5334.578125
	Iteration 93Q: 3 clusters Score -8552768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -8552779.000000 Penalty: 5334.578125
	Iteration 94Q: 3 clusters Score -8552779 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -8552776.000000 Penalty: 5334.578125
	Iteration 95Q: 3 clusters Score -8552776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -8552778.000000 Penalty: 5334.578125
	Iteration 96Q: 3 clusters Score -8552778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -8552788.000000 Penalty: 5334.578125
	Iteration 97Q: 3 clusters Score -8552788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -8552771.000000 Penalty: 5334.578125
	Iteration 98Q: 3 clusters Score -8552771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -8552773.000000 Penalty: 5334.578125
	Iteration 99Q: 3 clusters Score -8552773 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -8552778.000000 Penalty: 5334.578125
	Iteration 100F: 3 clusters Score -8552778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -8552780.000000 Penalty: 5334.578125
	Iteration 101Q: 3 clusters Score -8552780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
Score: -8552783.000000 Penalty: 5334.578125
	Iteration 102Q: 3 clusters Score -8552783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
Score: -8552777.000000 Penalty: 5334.578125
	Iteration 103Q: 3 clusters Score -8552777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -8552780.000000 Penalty: 5334.578125
	Iteration 104Q: 3 clusters Score -8552780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 40012 members 
Entering Unmasked Estep 
Score: -8552778.000000 Penalty: 5334.578125
	Iteration 105Q: 3 clusters Score -8552778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 40022 members 
Entering Unmasked Estep 
Score: -8552787.000000 Penalty: 5334.578125
	Iteration 106Q: 3 clusters Score -8552787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -8552782.000000 Penalty: 5334.578125
	Iteration 107Q: 3 clusters Score -8552782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -8552787.000000 Penalty: 5334.578125
	Iteration 108Q: 3 clusters Score -8552787 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -8552780.000000 Penalty: 5334.578125
	Iteration 109Q: 3 clusters Score -8552780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -8552789.000000 Penalty: 5334.578125
	Iteration 110Q: 3 clusters Score -8552789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
Score: -8552788.000000 Penalty: 5334.578125
	Iteration 111Q: 3 clusters Score -8552788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 40081 members 
Entering Unmasked Estep 
Score: -8552784.000000 Penalty: 5334.578125
	Iteration 112Q: 3 clusters Score -8552784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -8552794.000000 Penalty: 5334.578125
	Iteration 113Q: 3 clusters Score -8552794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 40088 members 
Entering Unmasked Estep 
Score: -8552790.000000 Penalty: 5334.578125
	Iteration 114Q: 3 clusters Score -8552790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 40091 members 
Entering Unmasked Estep 
Score: -8552794.000000 Penalty: 5334.578125
	Iteration 115Q: 3 clusters Score -8552794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -8552793.000000 Penalty: 5334.578125
	Iteration 116Q: 3 clusters Score -8552793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -8552794.000000 Penalty: 5334.578125
	Iteration 117Q: 3 clusters Score -8552794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 40102 members 
Entering Unmasked Estep 
Score: -8552795.000000 Penalty: 5334.578125
	Iteration 118Q: 3 clusters Score -8552795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -8552800.000000 Penalty: 5334.578125
	Iteration 119Q: 3 clusters Score -8552800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 40110 members 
Entering Unmasked Estep 
Score: -8552802.000000 Penalty: 5334.578125
	Iteration 120F: 3 clusters Score -8552802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -8552798.000000 Penalty: 5334.578125
	Iteration 121Q: 3 clusters Score -8552798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -8552809.000000 Penalty: 5334.578125
	Iteration 122Q: 3 clusters Score -8552809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -8552806.000000 Penalty: 5334.578125
	Iteration 123Q: 3 clusters Score -8552806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -8552802.000000 Penalty: 5334.578125
	Iteration 124Q: 3 clusters Score -8552802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 40124 members 
Entering Unmasked Estep 
Score: -8552803.000000 Penalty: 5334.578125
	Iteration 125Q: 3 clusters Score -8552803 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 40124 members 
Entering Unmasked Estep 
Score: -8552803.000000 Penalty: 5334.578125
	Iteration 126F: 3 clusters Score -8552803 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (48845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48845 members 
Entering Unmasked Estep 
Score: -9002788.000000 Penalty: 2677.509033
	Iteration 0F: 2 clusters Score -9002788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -8973301.000000 Penalty: 5355.018066
	Iteration 0F: 3 clusters Score -8973301 nChanged 22327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -8985644.000000 Penalty: 5355.018066
	Iteration 1F: 3 clusters Score -8985644 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 25300 members 
Entering Unmasked Estep 
Score: -8986150.000000 Penalty: 5355.018066
	Iteration 2Q: 3 clusters Score -8986150 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23103 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -8986582.000000 Penalty: 5355.018066
	Iteration 3Q: 3 clusters Score -8986582 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 26413 members 
Entering Unmasked Estep 
Score: -8986987.000000 Penalty: 5355.018066
	Iteration 4Q: 3 clusters Score -8986987 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 27279 members 
Entering Unmasked Estep 
Score: -8987385.000000 Penalty: 5355.018066
	Iteration 5Q: 3 clusters Score -8987385 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -8987896.000000 Penalty: 5355.018066
	Iteration 6Q: 3 clusters Score -8987896 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 30054 members 
Entering Unmasked Estep 
Score: -8988638.000000 Penalty: 5355.018066
	Iteration 7Q: 3 clusters Score -8988638 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 32140 members 
Entering Unmasked Estep 
Score: -8989770.000000 Penalty: 5355.018066
	Iteration 8Q: 3 clusters Score -8989770 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 34871 members 
Entering Unmasked Estep 
Score: -8991525.000000 Penalty: 5355.018066
	Iteration 9F: 3 clusters Score -8991525 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -8993935.000000 Penalty: 5355.018066
	Iteration 10F: 3 clusters Score -8993935 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
Score: -8996678.000000 Penalty: 5355.018066
	Iteration 11F: 3 clusters Score -8996678 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 44700 members 
Entering Unmasked Estep 
Score: -8998662.000000 Penalty: 5355.018066
	Iteration 12F: 3 clusters Score -8998662 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 46838 members 
Entering Unmasked Estep 
Score: -8999677.000000 Penalty: 5355.018066
	Iteration 13Q: 3 clusters Score -8999677 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 47954 members 
Entering Unmasked Estep 
Score: -9000095.000000 Penalty: 5355.018066
	Iteration 14Q: 3 clusters Score -9000095 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 48356 members 
Entering Unmasked Estep 
Score: -9000269.000000 Penalty: 5355.018066
	Iteration 15Q: 3 clusters Score -9000269 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 48497 members 
Entering Unmasked Estep 
Score: -9000385.000000 Penalty: 5355.018066
	Iteration 16Q: 3 clusters Score -9000385 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 48542 members 
Entering Unmasked Estep 
Score: -9000460.000000 Penalty: 5355.018066
	Iteration 17Q: 3 clusters Score -9000460 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 48565 members 
Entering Unmasked Estep 
Score: -9000490.000000 Penalty: 5355.018066
	Iteration 18Q: 3 clusters Score -9000490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 48581 members 
Entering Unmasked Estep 
Score: -9000525.000000 Penalty: 5355.018066
	Iteration 19Q: 3 clusters Score -9000525 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 48589 members 
Entering Unmasked Estep 
Score: -9000548.000000 Penalty: 5355.018066
	Iteration 20F: 3 clusters Score -9000548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 48597 members 
Entering Unmasked Estep 
Score: -9000549.000000 Penalty: 5355.018066
	Iteration 21Q: 3 clusters Score -9000549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 48602 members 
Entering Unmasked Estep 
Score: -9000552.000000 Penalty: 5355.018066
	Iteration 22Q: 3 clusters Score -9000552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 48603 members 
Entering Unmasked Estep 
Score: -9000560.000000 Penalty: 5355.018066
	Iteration 23Q: 3 clusters Score -9000560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 48606 members 
Entering Unmasked Estep 
Score: -9000560.000000 Penalty: 5355.018066
	Iteration 24Q: 3 clusters Score -9000560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 48608 members 
Entering Unmasked Estep 
Score: -9000558.000000 Penalty: 5355.018066
	Iteration 25Q: 3 clusters Score -9000558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 48608 members 
Entering Unmasked Estep 
Score: -9000558.000000 Penalty: 5355.018066
	Iteration 26F: 3 clusters Score -9000558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -53542.226562 Penalty: 1546.619629
	Iteration 0F: 2 clusters Score -53542.23 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 236 members 
Entering Unmasked Estep 
Score: -52147.078125 Penalty: 3093.239258
	Iteration 0F: 3 clusters Score -52147.08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -52455.019531 Penalty: 3093.239258
	Iteration 1F: 3 clusters Score -52455.02 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -52617.203125 Penalty: 3093.239258
	Iteration 2F: 3 clusters Score -52617.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -52688.253906 Penalty: 3093.239258
	Iteration 3Q: 3 clusters Score -52688.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -52732.843750 Penalty: 3093.239258
	Iteration 4Q: 3 clusters Score -52732.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -52777.496094 Penalty: 3093.239258
	Iteration 5Q: 3 clusters Score -52777.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -52795.375000 Penalty: 3093.239258
	Iteration 6Q: 3 clusters Score -52795.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -52819.953125 Penalty: 3093.239258
	Iteration 7Q: 3 clusters Score -52819.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -52838.136719 Penalty: 3093.239258
	Iteration 8Q: 3 clusters Score -52838.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -52838.136719 Penalty: 3093.239258
	Iteration 9F: 3 clusters Score -52838.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Entering Unmasked Estep 
Score: -160376.468750 Penalty: 1720.694580
	Iteration 0F: 2 clusters Score -160376.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -158470.984375 Penalty: 3441.389160
	Iteration 0F: 3 clusters Score -158471 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -158929.953125 Penalty: 3441.389160
	Iteration 1F: 3 clusters Score -158930 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -159207.312500 Penalty: 3441.389160
	Iteration 2F: 3 clusters Score -159207.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -159501.500000 Penalty: 3441.389160
	Iteration 3F: 3 clusters Score -159501.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -159743.875000 Penalty: 3441.389160
	Iteration 4F: 3 clusters Score -159743.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -159907.890625 Penalty: 3441.389160
	Iteration 5F: 3 clusters Score -159907.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -159984.078125 Penalty: 3441.389160
	Iteration 6Q: 3 clusters Score -159984.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -160022.625000 Penalty: 3441.389160
	Iteration 7Q: 3 clusters Score -160022.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -160029.750000 Penalty: 3441.389160
	Iteration 8Q: 3 clusters Score -160029.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -160038.000000 Penalty: 3441.389160
	Iteration 9Q: 3 clusters Score -160038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -160051.656250 Penalty: 3441.389160
	Iteration 10Q: 3 clusters Score -160051.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -160054.984375 Penalty: 3441.389160
	Iteration 11Q: 3 clusters Score -160055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -160059.093750 Penalty: 3441.389160
	Iteration 12Q: 3 clusters Score -160059.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -160062.890625 Penalty: 3441.389160
	Iteration 13Q: 3 clusters Score -160062.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -160065.265625 Penalty: 3441.389160
	Iteration 14Q: 3 clusters Score -160065.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -160066.921875 Penalty: 3441.389160
	Iteration 15Q: 3 clusters Score -160066.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -160066.921875 Penalty: 3441.389160
	Iteration 16F: 3 clusters Score -160066.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (48182 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48182 members 
Entering Unmasked Estep 
Score: -8957257.000000 Penalty: 2674.119629
	Iteration 0F: 2 clusters Score -8957257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -8928393.000000 Penalty: 5348.239258
	Iteration 0F: 3 clusters Score -8928393 nChanged 22253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -8940862.000000 Penalty: 5348.239258
	Iteration 1F: 3 clusters Score -8940862 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -8941491.000000 Penalty: 5348.239258
	Iteration 2Q: 3 clusters Score -8941491 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -8942045.000000 Penalty: 5348.239258
	Iteration 3Q: 3 clusters Score -8942045 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -8942593.000000 Penalty: 5348.239258
	Iteration 4Q: 3 clusters Score -8942593 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -8943085.000000 Penalty: 5348.239258
	Iteration 5Q: 3 clusters Score -8943085 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -8943713.000000 Penalty: 5348.239258
	Iteration 6Q: 3 clusters Score -8943713 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -8944439.000000 Penalty: 5348.239258
	Iteration 7Q: 3 clusters Score -8944439 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -8945421.000000 Penalty: 5348.239258
	Iteration 8Q: 3 clusters Score -8945421 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -8946726.000000 Penalty: 5348.239258
	Iteration 9F: 3 clusters Score -8946726 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -8948458.000000 Penalty: 5348.239258
	Iteration 10F: 3 clusters Score -8948458 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -8950348.000000 Penalty: 5348.239258
	Iteration 11F: 3 clusters Score -8950348 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41491 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -8952382.000000 Penalty: 5348.239258
	Iteration 12F: 3 clusters Score -8952382 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -8953741.000000 Penalty: 5348.239258
	Iteration 13F: 3 clusters Score -8953741 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45922 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -8954461.000000 Penalty: 5348.239258
	Iteration 14Q: 3 clusters Score -8954461 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46955 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -8954749.000000 Penalty: 5348.239258
	Iteration 15Q: 3 clusters Score -8954749 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47411 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -8954880.000000 Penalty: 5348.239258
	Iteration 16Q: 3 clusters Score -8954880 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47598 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8954976.000000 Penalty: 5348.239258
	Iteration 17Q: 3 clusters Score -8954976 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47679 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8955012.000000 Penalty: 5348.239258
	Iteration 18Q: 3 clusters Score -8955012 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -8955039.000000 Penalty: 5348.239258
	Iteration 19Q: 3 clusters Score -8955039 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47752 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -8955073.000000 Penalty: 5348.239258
	Iteration 20F: 3 clusters Score -8955073 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47764 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8955077.000000 Penalty: 5348.239258
	Iteration 21Q: 3 clusters Score -8955077 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47770 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -8955088.000000 Penalty: 5348.239258
	Iteration 22Q: 3 clusters Score -8955088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47772 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8955089.000000 Penalty: 5348.239258
	Iteration 23Q: 3 clusters Score -8955089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47777 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -8955097.000000 Penalty: 5348.239258
	Iteration 24Q: 3 clusters Score -8955097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47781 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -8955093.000000 Penalty: 5348.239258
	Iteration 25Q: 3 clusters Score -8955093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47786 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -8955096.000000 Penalty: 5348.239258
	Iteration 26Q: 3 clusters Score -8955096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47792 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -8955111.000000 Penalty: 5348.239258
	Iteration 27Q: 3 clusters Score -8955111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47794 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8955114.000000 Penalty: 5348.239258
	Iteration 28Q: 3 clusters Score -8955114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47797 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8955118.000000 Penalty: 5348.239258
	Iteration 29Q: 3 clusters Score -8955118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47799 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8955123.000000 Penalty: 5348.239258
	Iteration 30Q: 3 clusters Score -8955123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47802 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -8955114.000000 Penalty: 5348.239258
	Iteration 31Q: 3 clusters Score -8955114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47803 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8955124.000000 Penalty: 5348.239258
	Iteration 32Q: 3 clusters Score -8955124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47803 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8955124.000000 Penalty: 5348.239258
	Iteration 33F: 3 clusters Score -8955124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45895 members 
Entering Unmasked Estep 
Score: -8390491.000000 Penalty: 2662.059814
	Iteration 0F: 2 clusters Score -8390491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -8360487.500000 Penalty: 5324.119629
	Iteration 0F: 3 clusters Score -8360488 nChanged 21094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -8371952.500000 Penalty: 5324.119629
	Iteration 1F: 3 clusters Score -8371952 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -8372611.000000 Penalty: 5324.119629
	Iteration 2Q: 3 clusters Score -8372611 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -8373342.000000 Penalty: 5324.119629
	Iteration 3Q: 3 clusters Score -8373342 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24219 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -8374265.500000 Penalty: 5324.119629
	Iteration 4Q: 3 clusters Score -8374266 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -8375383.500000 Penalty: 5324.119629
	Iteration 5Q: 3 clusters Score -8375384 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -8376766.500000 Penalty: 5324.119629
	Iteration 6F: 3 clusters Score -8376766 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -8378650.500000 Penalty: 5324.119629
	Iteration 7F: 3 clusters Score -8378650 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -8380946.000000 Penalty: 5324.119629
	Iteration 8F: 3 clusters Score -8380946 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -8383320.500000 Penalty: 5324.119629
	Iteration 9F: 3 clusters Score -8383320 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -8385031.000000 Penalty: 5324.119629
	Iteration 10F: 3 clusters Score -8385031 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -8386004.500000 Penalty: 5324.119629
	Iteration 11Q: 3 clusters Score -8386004 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -8386531.500000 Penalty: 5324.119629
	Iteration 12Q: 3 clusters Score -8386532 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -8386827.500000 Penalty: 5324.119629
	Iteration 13Q: 3 clusters Score -8386828 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35942 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -8387071.500000 Penalty: 5324.119629
	Iteration 14Q: 3 clusters Score -8387072 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -8387296.000000 Penalty: 5324.119629
	Iteration 15Q: 3 clusters Score -8387296 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -8387455.500000 Penalty: 5324.119629
	Iteration 16Q: 3 clusters Score -8387456 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -8387604.500000 Penalty: 5324.119629
	Iteration 17Q: 3 clusters Score -8387604 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37928 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -8387761.000000 Penalty: 5324.119629
	Iteration 18Q: 3 clusters Score -8387761 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -8387864.500000 Penalty: 5324.119629
	Iteration 19Q: 3 clusters Score -8387864 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38794 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -8388019.000000 Penalty: 5324.119629
	Iteration 20F: 3 clusters Score -8388019 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -8388180.000000 Penalty: 5324.119629
	Iteration 21Q: 3 clusters Score -8388180 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -8388298.000000 Penalty: 5324.119629
	Iteration 22Q: 3 clusters Score -8388298 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -8388407.000000 Penalty: 5324.119629
	Iteration 23Q: 3 clusters Score -8388407 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40297 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -8388484.000000 Penalty: 5324.119629
	Iteration 24Q: 3 clusters Score -8388484 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40573 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -8388533.500000 Penalty: 5324.119629
	Iteration 25Q: 3 clusters Score -8388534 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -8388612.000000 Penalty: 5324.119629
	Iteration 26Q: 3 clusters Score -8388612 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -8388658.000000 Penalty: 5324.119629
	Iteration 27Q: 3 clusters Score -8388658 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -8388716.000000 Penalty: 5324.119629
	Iteration 28Q: 3 clusters Score -8388716 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -8388771.000000 Penalty: 5324.119629
	Iteration 29Q: 3 clusters Score -8388771 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -8388788.000000 Penalty: 5324.119629
	Iteration 30Q: 3 clusters Score -8388788 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -8388830.000000 Penalty: 5324.119629
	Iteration 31Q: 3 clusters Score -8388830 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -8388868.000000 Penalty: 5324.119629
	Iteration 32Q: 3 clusters Score -8388868 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -8388910.000000 Penalty: 5324.119629
	Iteration 33Q: 3 clusters Score -8388910 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42469 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -8388941.000000 Penalty: 5324.119629
	Iteration 34Q: 3 clusters Score -8388941 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -8388956.000000 Penalty: 5324.119629
	Iteration 35Q: 3 clusters Score -8388956 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42800 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -8388999.000000 Penalty: 5324.119629
	Iteration 36Q: 3 clusters Score -8388999 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42928 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -8389048.000000 Penalty: 5324.119629
	Iteration 37Q: 3 clusters Score -8389048 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -8389054.000000 Penalty: 5324.119629
	Iteration 38Q: 3 clusters Score -8389054 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43186 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -8389081.000000 Penalty: 5324.119629
	Iteration 39Q: 3 clusters Score -8389081 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43287 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -8389089.000000 Penalty: 5324.119629
	Iteration 40F: 3 clusters Score -8389089 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -8389106.000000 Penalty: 5324.119629
	Iteration 41Q: 3 clusters Score -8389106 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -8389136.000000 Penalty: 5324.119629
	Iteration 42Q: 3 clusters Score -8389136 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -8389158.000000 Penalty: 5324.119629
	Iteration 43Q: 3 clusters Score -8389158 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -8389156.000000 Penalty: 5324.119629
	Iteration 44Q: 3 clusters Score -8389156 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43660 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -8389187.000000 Penalty: 5324.119629
	Iteration 45Q: 3 clusters Score -8389187 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -8389169.000000 Penalty: 5324.119629
	Iteration 46Q: 3 clusters Score -8389169 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -8389182.000000 Penalty: 5324.119629
	Iteration 47Q: 3 clusters Score -8389182 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -8389176.000000 Penalty: 5324.119629
	Iteration 48Q: 3 clusters Score -8389176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -8389181.000000 Penalty: 5324.119629
	Iteration 49Q: 3 clusters Score -8389181 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -8389178.000000 Penalty: 5324.119629
	Iteration 50Q: 3 clusters Score -8389178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -8389180.000000 Penalty: 5324.119629
	Iteration 51Q: 3 clusters Score -8389180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -8389170.000000 Penalty: 5324.119629
	Iteration 52Q: 3 clusters Score -8389170 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43901 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -8389154.000000 Penalty: 5324.119629
	Iteration 53Q: 3 clusters Score -8389154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -8389156.000000 Penalty: 5324.119629
	Iteration 54Q: 3 clusters Score -8389156 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -8389164.000000 Penalty: 5324.119629
	Iteration 55Q: 3 clusters Score -8389164 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -8389154.000000 Penalty: 5324.119629
	Iteration 56Q: 3 clusters Score -8389154 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -8389166.000000 Penalty: 5324.119629
	Iteration 57Q: 3 clusters Score -8389166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44053 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -8389157.000000 Penalty: 5324.119629
	Iteration 58Q: 3 clusters Score -8389157 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -8389157.000000 Penalty: 5324.119629
	Iteration 59Q: 3 clusters Score -8389157 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44105 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -8389159.000000 Penalty: 5324.119629
	Iteration 60F: 3 clusters Score -8389159 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44125 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -8389160.000000 Penalty: 5324.119629
	Iteration 61Q: 3 clusters Score -8389160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44140 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -8389158.000000 Penalty: 5324.119629
	Iteration 62Q: 3 clusters Score -8389158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44149 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -8389152.000000 Penalty: 5324.119629
	Iteration 63Q: 3 clusters Score -8389152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44160 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -8389158.000000 Penalty: 5324.119629
	Iteration 64Q: 3 clusters Score -8389158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -8389139.000000 Penalty: 5324.119629
	Iteration 65Q: 3 clusters Score -8389139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44189 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -8389141.000000 Penalty: 5324.119629
	Iteration 66Q: 3 clusters Score -8389141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44202 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -8389131.000000 Penalty: 5324.119629
	Iteration 67Q: 3 clusters Score -8389131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44208 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -8389136.000000 Penalty: 5324.119629
	Iteration 68Q: 3 clusters Score -8389136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44209 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -8389137.000000 Penalty: 5324.119629
	Iteration 69Q: 3 clusters Score -8389137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -8389136.000000 Penalty: 5324.119629
	Iteration 70Q: 3 clusters Score -8389136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -8389136.000000 Penalty: 5324.119629
	Iteration 71F: 3 clusters Score -8389136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Entering Unmasked Estep 
Score: -409175.937500 Penalty: 1933.116089
	Iteration 0F: 2 clusters Score -409175.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -406321.968750 Penalty: 3866.232178
	Iteration 0F: 3 clusters Score -406322 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -407036.031250 Penalty: 3866.232178
	Iteration 1F: 3 clusters Score -407036 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -407311.656250 Penalty: 3866.232178
	Iteration 2F: 3 clusters Score -407311.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -407559.687500 Penalty: 3866.232178
	Iteration 3F: 3 clusters Score -407559.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -407790.312500 Penalty: 3866.232178
	Iteration 4F: 3 clusters Score -407790.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -407968.718750 Penalty: 3866.232178
	Iteration 5F: 3 clusters Score -407968.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -408131.000000 Penalty: 3866.232178
	Iteration 6Q: 3 clusters Score -408131 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -408280.062500 Penalty: 3866.232178
	Iteration 7Q: 3 clusters Score -408280.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -408375.187500 Penalty: 3866.232178
	Iteration 8Q: 3 clusters Score -408375.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -408446.875000 Penalty: 3866.232178
	Iteration 9Q: 3 clusters Score -408446.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -408498.031250 Penalty: 3866.232178
	Iteration 10Q: 3 clusters Score -408498 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -408535.062500 Penalty: 3866.232178
	Iteration 11Q: 3 clusters Score -408535.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -408555.312500 Penalty: 3866.232178
	Iteration 12Q: 3 clusters Score -408555.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -408568.687500 Penalty: 3866.232178
	Iteration 13Q: 3 clusters Score -408568.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -408580.781250 Penalty: 3866.232178
	Iteration 14Q: 3 clusters Score -408580.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -408584.250000 Penalty: 3866.232178
	Iteration 15Q: 3 clusters Score -408584.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -408587.343750 Penalty: 3866.232178
	Iteration 16Q: 3 clusters Score -408587.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -408589.937500 Penalty: 3866.232178
	Iteration 17Q: 3 clusters Score -408589.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -408591.218750 Penalty: 3866.232178
	Iteration 18Q: 3 clusters Score -408591.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -408592.281250 Penalty: 3866.232178
	Iteration 19Q: 3 clusters Score -408592.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -408593.250000 Penalty: 3866.232178
	Iteration 20F: 3 clusters Score -408593.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -408595.437500 Penalty: 3866.232178
	Iteration 21Q: 3 clusters Score -408595.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -408595.781250 Penalty: 3866.232178
	Iteration 22Q: 3 clusters Score -408595.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -408595.781250 Penalty: 3866.232178
	Iteration 23F: 3 clusters Score -408595.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Entering Unmasked Estep 
Score: -130511.734375 Penalty: 1647.336670
	Iteration 0F: 2 clusters Score -130511.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -128777.187500 Penalty: 3294.673340
	Iteration 0F: 3 clusters Score -128777.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -129146.429688 Penalty: 3294.673340
	Iteration 1F: 3 clusters Score -129146.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -129334.140625 Penalty: 3294.673340
	Iteration 2F: 3 clusters Score -129334.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -129434.695312 Penalty: 3294.673340
	Iteration 3F: 3 clusters Score -129434.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -129518.148438 Penalty: 3294.673340
	Iteration 4Q: 3 clusters Score -129518.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -129555.585938 Penalty: 3294.673340
	Iteration 5Q: 3 clusters Score -129555.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -129583.523438 Penalty: 3294.673340
	Iteration 6Q: 3 clusters Score -129583.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -129609.921875 Penalty: 3294.673340
	Iteration 7Q: 3 clusters Score -129609.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -129621.812500 Penalty: 3294.673340
	Iteration 8Q: 3 clusters Score -129621.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -129635.023438 Penalty: 3294.673340
	Iteration 9Q: 3 clusters Score -129635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -129656.250000 Penalty: 3294.673340
	Iteration 10Q: 3 clusters Score -129656.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -129681.804688 Penalty: 3294.673340
	Iteration 11Q: 3 clusters Score -129681.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -129705.429688 Penalty: 3294.673340
	Iteration 12Q: 3 clusters Score -129705.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -129736.882812 Penalty: 3294.673340
	Iteration 13Q: 3 clusters Score -129736.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -129765.789062 Penalty: 3294.673340
	Iteration 14Q: 3 clusters Score -129765.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -129839.882812 Penalty: 3294.673340
	Iteration 15Q: 3 clusters Score -129839.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -129985.320312 Penalty: 3294.673340
	Iteration 16Q: 3 clusters Score -129985.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -130099.960938 Penalty: 3294.673340
	Iteration 17Q: 3 clusters Score -130100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -130139.601562 Penalty: 3294.673340
	Iteration 18Q: 3 clusters Score -130139.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -130159.226562 Penalty: 3294.673340
	Iteration 19Q: 3 clusters Score -130159.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -130178.546875 Penalty: 3294.673340
	Iteration 20F: 3 clusters Score -130178.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -130195.367188 Penalty: 3294.673340
	Iteration 21Q: 3 clusters Score -130195.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -130206.523438 Penalty: 3294.673340
	Iteration 22Q: 3 clusters Score -130206.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -130210.148438 Penalty: 3294.673340
	Iteration 23Q: 3 clusters Score -130210.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -130210.148438 Penalty: 3294.673340
	Iteration 24F: 3 clusters Score -130210.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Entering Unmasked Estep 
Score: -225091.828125 Penalty: 1777.807861
	Iteration 0F: 2 clusters Score -225091.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -222961.328125 Penalty: 3555.615723
	Iteration 0F: 3 clusters Score -222961.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -223437.859375 Penalty: 3555.615723
	Iteration 1F: 3 clusters Score -223437.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -223693.859375 Penalty: 3555.615723
	Iteration 2F: 3 clusters Score -223693.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -223932.421875 Penalty: 3555.615723
	Iteration 3F: 3 clusters Score -223932.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -224150.093750 Penalty: 3555.615723
	Iteration 4F: 3 clusters Score -224150.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -224333.859375 Penalty: 3555.615723
	Iteration 5F: 3 clusters Score -224333.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -224506.531250 Penalty: 3555.615723
	Iteration 6F: 3 clusters Score -224506.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -224647.390625 Penalty: 3555.615723
	Iteration 7Q: 3 clusters Score -224647.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -224753.781250 Penalty: 3555.615723
	Iteration 8Q: 3 clusters Score -224753.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -224819.500000 Penalty: 3555.615723
	Iteration 9Q: 3 clusters Score -224819.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -224850.187500 Penalty: 3555.615723
	Iteration 10Q: 3 clusters Score -224850.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -224863.046875 Penalty: 3555.615723
	Iteration 11Q: 3 clusters Score -224863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -224869.296875 Penalty: 3555.615723
	Iteration 12Q: 3 clusters Score -224869.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -224871.843750 Penalty: 3555.615723
	Iteration 13Q: 3 clusters Score -224871.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -224873.156250 Penalty: 3555.615723
	Iteration 14Q: 3 clusters Score -224873.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -224874.015625 Penalty: 3555.615723
	Iteration 15Q: 3 clusters Score -224874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -224878.843750 Penalty: 3555.615723
	Iteration 16F: 3 clusters Score -224878.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -224901.562500 Penalty: 3555.615723
	Iteration 17Q: 3 clusters Score -224901.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -224904.093750 Penalty: 3555.615723
	Iteration 18Q: 3 clusters Score -224904.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -224904.093750 Penalty: 3555.615723
	Iteration 19F: 3 clusters Score -224904.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (45829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45829 members 
Entering Unmasked Estep 
Score: -8383134.000000 Penalty: 2661.702881
	Iteration 0F: 2 clusters Score -8383134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -8354096.000000 Penalty: 5323.405762
	Iteration 0F: 3 clusters Score -8354096 nChanged 20994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -8365963.500000 Penalty: 5323.405762
	Iteration 1F: 3 clusters Score -8365964 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -8367337.000000 Penalty: 5323.405762
	Iteration 2F: 3 clusters Score -8367337 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -8369530.000000 Penalty: 5323.405762
	Iteration 3F: 3 clusters Score -8369530 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -8372726.500000 Penalty: 5323.405762
	Iteration 4F: 3 clusters Score -8372726 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -8376312.000000 Penalty: 5323.405762
	Iteration 5F: 3 clusters Score -8376312 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -8379571.000000 Penalty: 5323.405762
	Iteration 6F: 3 clusters Score -8379571 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -8381819.000000 Penalty: 5323.405762
	Iteration 7Q: 3 clusters Score -8381819 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -8382695.000000 Penalty: 5323.405762
	Iteration 8Q: 3 clusters Score -8382695 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -8382973.000000 Penalty: 5323.405762
	Iteration 9Q: 3 clusters Score -8382973 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42127 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -8383078.000000 Penalty: 5323.405762
	Iteration 10Q: 3 clusters Score -8383078 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -8383068.500000 Penalty: 5323.405762
	Iteration 11Q: 3 clusters Score -8383068 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42512 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -8383086.500000 Penalty: 5323.405762
	Iteration 12Q: 3 clusters Score -8383086 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -8383097.500000 Penalty: 5323.405762
	Iteration 13Q: 3 clusters Score -8383098 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42828 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -8383073.500000 Penalty: 5323.405762
	Iteration 14Q: 3 clusters Score -8383074 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -8383054.000000 Penalty: 5323.405762
	Iteration 15Q: 3 clusters Score -8383054 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -8383059.000000 Penalty: 5323.405762
	Iteration 16Q: 3 clusters Score -8383059 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43104 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -8383029.500000 Penalty: 5323.405762
	Iteration 17Q: 3 clusters Score -8383030 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -8383046.000000 Penalty: 5323.405762
	Iteration 18Q: 3 clusters Score -8383046 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43217 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -8383019.000000 Penalty: 5323.405762
	Iteration 19Q: 3 clusters Score -8383019 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43275 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -8383024.500000 Penalty: 5323.405762
	Iteration 20F: 3 clusters Score -8383024 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43326 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -8382995.500000 Penalty: 5323.405762
	Iteration 21Q: 3 clusters Score -8382996 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43374 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -8382990.000000 Penalty: 5323.405762
	Iteration 22Q: 3 clusters Score -8382990 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -8382967.500000 Penalty: 5323.405762
	Iteration 23Q: 3 clusters Score -8382968 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43464 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -8382960.500000 Penalty: 5323.405762
	Iteration 24Q: 3 clusters Score -8382960 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43509 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -8382955.000000 Penalty: 5323.405762
	Iteration 25Q: 3 clusters Score -8382955 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -8382963.000000 Penalty: 5323.405762
	Iteration 26Q: 3 clusters Score -8382963 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -8382943.000000 Penalty: 5323.405762
	Iteration 27Q: 3 clusters Score -8382943 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43654 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -8382925.500000 Penalty: 5323.405762
	Iteration 28Q: 3 clusters Score -8382926 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -8382904.500000 Penalty: 5323.405762
	Iteration 29Q: 3 clusters Score -8382904 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43735 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -8382899.500000 Penalty: 5323.405762
	Iteration 30Q: 3 clusters Score -8382900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43761 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -8382897.000000 Penalty: 5323.405762
	Iteration 31Q: 3 clusters Score -8382897 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43784 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -8382888.500000 Penalty: 5323.405762
	Iteration 32Q: 3 clusters Score -8382888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43804 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -8382881.000000 Penalty: 5323.405762
	Iteration 33Q: 3 clusters Score -8382881 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43824 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -8382876.500000 Penalty: 5323.405762
	Iteration 34Q: 3 clusters Score -8382876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -8382869.000000 Penalty: 5323.405762
	Iteration 35Q: 3 clusters Score -8382869 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -8382869.500000 Penalty: 5323.405762
	Iteration 36Q: 3 clusters Score -8382870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -8382864.000000 Penalty: 5323.405762
	Iteration 37Q: 3 clusters Score -8382864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -8382872.000000 Penalty: 5323.405762
	Iteration 38Q: 3 clusters Score -8382872 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43901 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -8382873.500000 Penalty: 5323.405762
	Iteration 39Q: 3 clusters Score -8382874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43910 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -8382871.500000 Penalty: 5323.405762
	Iteration 40F: 3 clusters Score -8382872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -8382852.500000 Penalty: 5323.405762
	Iteration 41Q: 3 clusters Score -8382852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -8382857.500000 Penalty: 5323.405762
	Iteration 42Q: 3 clusters Score -8382858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -8382849.000000 Penalty: 5323.405762
	Iteration 43Q: 3 clusters Score -8382849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43944 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -8382847.000000 Penalty: 5323.405762
	Iteration 44Q: 3 clusters Score -8382847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -8382853.000000 Penalty: 5323.405762
	Iteration 45Q: 3 clusters Score -8382853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43953 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -8382851.000000 Penalty: 5323.405762
	Iteration 46Q: 3 clusters Score -8382851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43958 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -8382844.500000 Penalty: 5323.405762
	Iteration 47Q: 3 clusters Score -8382844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -8382843.500000 Penalty: 5323.405762
	Iteration 48Q: 3 clusters Score -8382844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -8382842.500000 Penalty: 5323.405762
	Iteration 49Q: 3 clusters Score -8382842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -8382843.500000 Penalty: 5323.405762
	Iteration 50Q: 3 clusters Score -8382844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43965 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -8382842.000000 Penalty: 5323.405762
	Iteration 51Q: 3 clusters Score -8382842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43965 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -8382842.000000 Penalty: 5323.405762
	Iteration 52F: 3 clusters Score -8382842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -75557.046875 Penalty: 1584.363159
	Iteration 0F: 2 clusters Score -75557.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -74094.078125 Penalty: 3168.726318
	Iteration 0F: 3 clusters Score -74094.08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -74520.382812 Penalty: 3168.726318
	Iteration 1F: 3 clusters Score -74520.38 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -74700.828125 Penalty: 3168.726318
	Iteration 2F: 3 clusters Score -74700.83 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -74817.656250 Penalty: 3168.726318
	Iteration 3Q: 3 clusters Score -74817.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -74879.164062 Penalty: 3168.726318
	Iteration 4Q: 3 clusters Score -74879.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -74966.750000 Penalty: 3168.726318
	Iteration 5Q: 3 clusters Score -74966.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -75022.007812 Penalty: 3168.726318
	Iteration 6Q: 3 clusters Score -75022.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -75064.304688 Penalty: 3168.726318
	Iteration 7Q: 3 clusters Score -75064.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -75077.570312 Penalty: 3168.726318
	Iteration 8Q: 3 clusters Score -75077.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -75099.664062 Penalty: 3168.726318
	Iteration 9Q: 3 clusters Score -75099.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -75106.265625 Penalty: 3168.726318
	Iteration 10Q: 3 clusters Score -75106.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -75110.382812 Penalty: 3168.726318
	Iteration 11Q: 3 clusters Score -75110.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -75111.101562 Penalty: 3168.726318
	Iteration 12Q: 3 clusters Score -75111.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -75111.101562 Penalty: 3168.726318
	Iteration 13F: 3 clusters Score -75111.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (59764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59764 members 
Entering Unmasked Estep 
Score: -10818328.000000 Penalty: 2727.543213
	Iteration 0F: 2 clusters Score -1.081833e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -10784481.000000 Penalty: 5455.086426
	Iteration 0F: 3 clusters Score -1.078448e+07 nChanged 27778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -10799765.000000 Penalty: 5455.086426
	Iteration 1F: 3 clusters Score -1.079976e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 30799 members 
Entering Unmasked Estep 
Score: -10800280.000000 Penalty: 5455.086426
	Iteration 2Q: 3 clusters Score -1.080028e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28594 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -10800882.000000 Penalty: 5455.086426
	Iteration 3Q: 3 clusters Score -1.080088e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28018 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -10801734.000000 Penalty: 5455.086426
	Iteration 4Q: 3 clusters Score -1.080173e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -10803078.000000 Penalty: 5455.086426
	Iteration 5Q: 3 clusters Score -1.080308e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -10805056.000000 Penalty: 5455.086426
	Iteration 6F: 3 clusters Score -1.080506e+07 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -10807769.000000 Penalty: 5455.086426
	Iteration 7F: 3 clusters Score -1.080777e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -10811157.000000 Penalty: 5455.086426
	Iteration 8F: 3 clusters Score -1.081116e+07 nChanged 4100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -10814378.000000 Penalty: 5455.086426
	Iteration 9F: 3 clusters Score -1.081438e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 41626 members 
Entering Unmasked Estep 
Score: -10816499.000000 Penalty: 5455.086426
	Iteration 10F: 3 clusters Score -1.08165e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 42663 members 
Entering Unmasked Estep 
Score: -10817588.000000 Penalty: 5455.086426
	Iteration 11Q: 3 clusters Score -1.081759e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
Score: -10818376.000000 Penalty: 5455.086426
	Iteration 12Q: 3 clusters Score -1.081838e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 44867 members 
Entering Unmasked Estep 
Score: -10818959.000000 Penalty: 5455.086426
	Iteration 13Q: 3 clusters Score -1.081896e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -10819334.000000 Penalty: 5455.086426
	Iteration 14Q: 3 clusters Score -1.081933e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 47283 members 
Entering Unmasked Estep 
Score: -10819562.000000 Penalty: 5455.086426
	Iteration 15Q: 3 clusters Score -1.081956e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 48622 members 
Entering Unmasked Estep 
Score: -10819505.000000 Penalty: 5455.086426
	Iteration 16Q: 3 clusters Score -1.08195e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 50008 members 
Entering Unmasked Estep 
Score: -10819250.000000 Penalty: 5455.086426
	Iteration 17Q: 3 clusters Score -1.081925e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 51329 members 
Entering Unmasked Estep 
Score: -10818826.000000 Penalty: 5455.086426
	Iteration 18Q: 3 clusters Score -1.081883e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 52528 members 
Entering Unmasked Estep 
Score: -10818283.000000 Penalty: 5455.086426
	Iteration 19Q: 3 clusters Score -1.081828e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 53582 members 
Entering Unmasked Estep 
Score: -10817815.000000 Penalty: 5455.086426
	Iteration 20F: 3 clusters Score -1.081782e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 54464 members 
Entering Unmasked Estep 
Score: -10817416.000000 Penalty: 5455.086426
	Iteration 21Q: 3 clusters Score -1.081742e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 55211 members 
Entering Unmasked Estep 
Score: -10817097.000000 Penalty: 5455.086426
	Iteration 22Q: 3 clusters Score -1.08171e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 55821 members 
Entering Unmasked Estep 
Score: -10816825.000000 Penalty: 5455.086426
	Iteration 23Q: 3 clusters Score -1.081682e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 56360 members 
Entering Unmasked Estep 
Score: -10816607.000000 Penalty: 5455.086426
	Iteration 24Q: 3 clusters Score -1.081661e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 56810 members 
Entering Unmasked Estep 
Score: -10816466.000000 Penalty: 5455.086426
	Iteration 25Q: 3 clusters Score -1.081647e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 57182 members 
Entering Unmasked Estep 
Score: -10816359.000000 Penalty: 5455.086426
	Iteration 26Q: 3 clusters Score -1.081636e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 57491 members 
Entering Unmasked Estep 
Score: -10816255.000000 Penalty: 5455.086426
	Iteration 27Q: 3 clusters Score -1.081626e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 57742 members 
Entering Unmasked Estep 
Score: -10816252.000000 Penalty: 5455.086426
	Iteration 28Q: 3 clusters Score -1.081625e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 57942 members 
Entering Unmasked Estep 
Score: -10816185.000000 Penalty: 5455.086426
	Iteration 29Q: 3 clusters Score -1.081618e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 58117 members 
Entering Unmasked Estep 
Score: -10816159.000000 Penalty: 5455.086426
	Iteration 30Q: 3 clusters Score -1.081616e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 58264 members 
Entering Unmasked Estep 
Score: -10816162.000000 Penalty: 5455.086426
	Iteration 31Q: 3 clusters Score -1.081616e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 58397 members 
Entering Unmasked Estep 
Score: -10816166.000000 Penalty: 5455.086426
	Iteration 32Q: 3 clusters Score -1.081617e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 58515 members 
Entering Unmasked Estep 
Score: -10816129.000000 Penalty: 5455.086426
	Iteration 33Q: 3 clusters Score -1.081613e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 58628 members 
Entering Unmasked Estep 
Score: -10816108.000000 Penalty: 5455.086426
	Iteration 34Q: 3 clusters Score -1.081611e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 58724 members 
Entering Unmasked Estep 
Score: -10816081.000000 Penalty: 5455.086426
	Iteration 35Q: 3 clusters Score -1.081608e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 58794 members 
Entering Unmasked Estep 
Score: -10816109.000000 Penalty: 5455.086426
	Iteration 36Q: 3 clusters Score -1.081611e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 58850 members 
Entering Unmasked Estep 
Score: -10816114.000000 Penalty: 5455.086426
	Iteration 37Q: 3 clusters Score -1.081611e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 58889 members 
Entering Unmasked Estep 
Score: -10816098.000000 Penalty: 5455.086426
	Iteration 38Q: 3 clusters Score -1.08161e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 58927 members 
Entering Unmasked Estep 
Score: -10816070.000000 Penalty: 5455.086426
	Iteration 39Q: 3 clusters Score -1.081607e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 58956 members 
Entering Unmasked Estep 
Score: -10816065.000000 Penalty: 5455.086426
	Iteration 40F: 3 clusters Score -1.081606e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 58989 members 
Entering Unmasked Estep 
Score: -10816051.000000 Penalty: 5455.086426
	Iteration 41Q: 3 clusters Score -1.081605e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 59016 members 
Entering Unmasked Estep 
Score: -10816053.000000 Penalty: 5455.086426
	Iteration 42Q: 3 clusters Score -1.081605e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 59043 members 
Entering Unmasked Estep 
Score: -10816063.000000 Penalty: 5455.086426
	Iteration 43Q: 3 clusters Score -1.081606e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 59068 members 
Entering Unmasked Estep 
Score: -10816075.000000 Penalty: 5455.086426
	Iteration 44Q: 3 clusters Score -1.081608e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 59093 members 
Entering Unmasked Estep 
Score: -10816094.000000 Penalty: 5455.086426
	Iteration 45Q: 3 clusters Score -1.081609e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 59114 members 
Entering Unmasked Estep 
Score: -10816086.000000 Penalty: 5455.086426
	Iteration 46Q: 3 clusters Score -1.081609e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 59140 members 
Entering Unmasked Estep 
Score: -10816089.000000 Penalty: 5455.086426
	Iteration 47Q: 3 clusters Score -1.081609e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 59153 members 
Entering Unmasked Estep 
Score: -10816077.000000 Penalty: 5455.086426
	Iteration 48Q: 3 clusters Score -1.081608e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 59165 members 
Entering Unmasked Estep 
Score: -10816079.000000 Penalty: 5455.086426
	Iteration 49Q: 3 clusters Score -1.081608e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 59182 members 
Entering Unmasked Estep 
Score: -10816076.000000 Penalty: 5455.086426
	Iteration 50Q: 3 clusters Score -1.081608e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 59193 members 
Entering Unmasked Estep 
Score: -10816095.000000 Penalty: 5455.086426
	Iteration 51Q: 3 clusters Score -1.08161e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 59202 members 
Entering Unmasked Estep 
Score: -10816104.000000 Penalty: 5455.086426
	Iteration 52Q: 3 clusters Score -1.08161e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 59207 members 
Entering Unmasked Estep 
Score: -10816102.000000 Penalty: 5455.086426
	Iteration 53Q: 3 clusters Score -1.08161e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 59210 members 
Entering Unmasked Estep 
Score: -10816098.000000 Penalty: 5455.086426
	Iteration 54Q: 3 clusters Score -1.08161e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 59215 members 
Entering Unmasked Estep 
Score: -10816096.000000 Penalty: 5455.086426
	Iteration 55Q: 3 clusters Score -1.08161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 59217 members 
Entering Unmasked Estep 
Score: -10816095.000000 Penalty: 5455.086426
	Iteration 56Q: 3 clusters Score -1.08161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 59221 members 
Entering Unmasked Estep 
Score: -10816095.000000 Penalty: 5455.086426
	Iteration 57Q: 3 clusters Score -1.08161e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 59226 members 
Entering Unmasked Estep 
Score: -10816095.000000 Penalty: 5455.086426
	Iteration 58Q: 3 clusters Score -1.08161e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 59231 members 
Entering Unmasked Estep 
Score: -10816096.000000 Penalty: 5455.086426
	Iteration 59Q: 3 clusters Score -1.08161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 59234 members 
Entering Unmasked Estep 
Score: -10816083.000000 Penalty: 5455.086426
	Iteration 60F: 3 clusters Score -1.081608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 59236 members 
Entering Unmasked Estep 
Score: -10816092.000000 Penalty: 5455.086426
	Iteration 61Q: 3 clusters Score -1.081609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 59238 members 
Entering Unmasked Estep 
Score: -10816090.000000 Penalty: 5455.086426
	Iteration 62Q: 3 clusters Score -1.081609e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 59238 members 
Entering Unmasked Estep 
Score: -10816090.000000 Penalty: 5455.086426
	Iteration 63F: 3 clusters Score -1.081609e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Entering Unmasked Estep 
Score: -105449.015625 Penalty: 1644.409546
	Iteration 0F: 2 clusters Score -105449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -103816.515625 Penalty: 3288.819092
	Iteration 0F: 3 clusters Score -103816.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -104164.296875 Penalty: 3288.819092
	Iteration 1F: 3 clusters Score -104164.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -104339.835938 Penalty: 3288.819092
	Iteration 2F: 3 clusters Score -104339.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -104424.062500 Penalty: 3288.819092
	Iteration 3Q: 3 clusters Score -104424.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -104526.265625 Penalty: 3288.819092
	Iteration 4Q: 3 clusters Score -104526.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -104591.226562 Penalty: 3288.819092
	Iteration 5Q: 3 clusters Score -104591.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -104622.304688 Penalty: 3288.819092
	Iteration 6Q: 3 clusters Score -104622.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -104648.789062 Penalty: 3288.819092
	Iteration 7Q: 3 clusters Score -104648.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -104666.984375 Penalty: 3288.819092
	Iteration 8Q: 3 clusters Score -104667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -104688.859375 Penalty: 3288.819092
	Iteration 9Q: 3 clusters Score -104688.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -104715.414062 Penalty: 3288.819092
	Iteration 10Q: 3 clusters Score -104715.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -104741.640625 Penalty: 3288.819092
	Iteration 11Q: 3 clusters Score -104741.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -104749.632812 Penalty: 3288.819092
	Iteration 12Q: 3 clusters Score -104749.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -104763.703125 Penalty: 3288.819092
	Iteration 13Q: 3 clusters Score -104763.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -104775.093750 Penalty: 3288.819092
	Iteration 14Q: 3 clusters Score -104775.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -104776.390625 Penalty: 3288.819092
	Iteration 15Q: 3 clusters Score -104776.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -104778.421875 Penalty: 3288.819092
	Iteration 16F: 3 clusters Score -104778.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -104784.882812 Penalty: 3288.819092
	Iteration 17Q: 3 clusters Score -104784.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -104796.437500 Penalty: 3288.819092
	Iteration 18Q: 3 clusters Score -104796.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -104818.914062 Penalty: 3288.819092
	Iteration 19Q: 3 clusters Score -104818.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -104850.664062 Penalty: 3288.819092
	Iteration 20F: 3 clusters Score -104850.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -104922.273438 Penalty: 3288.819092
	Iteration 21Q: 3 clusters Score -104922.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -104984.742188 Penalty: 3288.819092
	Iteration 22Q: 3 clusters Score -104984.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -105042.250000 Penalty: 3288.819092
	Iteration 23Q: 3 clusters Score -105042.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -105119.000000 Penalty: 3288.819092
	Iteration 24Q: 3 clusters Score -105119 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -105222.734375 Penalty: 3288.819092
	Iteration 25Q: 3 clusters Score -105222.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -105326.515625 Penalty: 3288.819092
	Iteration 26Q: 3 clusters Score -105326.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -105422.773438 Penalty: 3288.819092
	Iteration 27Q: 3 clusters Score -105422.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -105521.937500 Penalty: 3288.819092
	Iteration 28Q: 3 clusters Score -105521.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -105624.523438 Penalty: 3288.819092
	Iteration 29Q: 3 clusters Score -105624.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -105700.625000 Penalty: 3288.819092
	Iteration 30Q: 3 clusters Score -105700.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -105772.273438 Penalty: 3288.819092
	Iteration 31Q: 3 clusters Score -105772.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -105827.476562 Penalty: 3288.819092
	Iteration 32Q: 3 clusters Score -105827.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -105897.382812 Penalty: 3288.819092
	Iteration 33Q: 3 clusters Score -105897.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -105962.289062 Penalty: 3288.819092
	Iteration 34Q: 3 clusters Score -105962.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -106033.367188 Penalty: 3288.819092
	Iteration 35Q: 3 clusters Score -106033.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -106075.320312 Penalty: 3288.819092
	Iteration 36Q: 3 clusters Score -106075.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -106118.171875 Penalty: 3288.819092
	Iteration 37Q: 3 clusters Score -106118.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -106144.375000 Penalty: 3288.819092
	Iteration 38Q: 3 clusters Score -106144.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -106150.781250 Penalty: 3288.819092
	Iteration 39Q: 3 clusters Score -106150.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -106189.820312 Penalty: 3288.819092
	Iteration 40F: 3 clusters Score -106189.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -106266.070312 Penalty: 3288.819092
	Iteration 41Q: 3 clusters Score -106266.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -106295.062500 Penalty: 3288.819092
	Iteration 42Q: 3 clusters Score -106295.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -106295.062500 Penalty: 3288.819092
	Iteration 43F: 3 clusters Score -106295.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 3108 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 46873 members 
Mstep: Class 5 contains 48845 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 48182 members 
Mstep: Class 9 contains 45895 members 
Mstep: Class 10 contains 2428 members 
Mstep: Class 11 contains 767 members 
Mstep: Class 12 contains 1298 members 
Mstep: Class 13 contains 45829 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 59764 members 
Mstep: Class 16 contains 372 members 
Mstep: Class 17 contains 26937 members 
Mstep: Class 18 contains 44170 members 
Mstep: Class 19 contains 52563 members 
Mstep: Class 20 contains 51623 members 
Mstep: Class 21 contains 48395 members 
Mstep: Class 22 contains 44896 members 
Mstep: Class 23 contains 386 members 
Entering Unmasked Estep 
Score: -111183408.000000 Penalty: 76057.484375
Splitting cluster 16 changes total score from -111184448.000000 to -111183408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (26937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Entering Unmasked Estep 
Score: -4780573.000000 Penalty: 2529.911377
	Iteration 0F: 2 clusters Score -4780573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -4762041.000000 Penalty: 5059.822754
	Iteration 0F: 3 clusters Score -4762041 nChanged 12070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -4768550.000000 Penalty: 5059.822754
	Iteration 1F: 3 clusters Score -4768550 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -4769038.000000 Penalty: 5059.822754
	Iteration 2Q: 3 clusters Score -4769038 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -4769436.500000 Penalty: 5059.822754
	Iteration 3Q: 3 clusters Score -4769436 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 14490 members 
Entering Unmasked Estep 
Score: -4769788.500000 Penalty: 5059.822754
	Iteration 4Q: 3 clusters Score -4769788 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -4770074.500000 Penalty: 5059.822754
	Iteration 5Q: 3 clusters Score -4770074 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -4770397.000000 Penalty: 5059.822754
	Iteration 6Q: 3 clusters Score -4770397 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -4770749.500000 Penalty: 5059.822754
	Iteration 7Q: 3 clusters Score -4770750 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -4771188.000000 Penalty: 5059.822754
	Iteration 8Q: 3 clusters Score -4771188 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -4771680.000000 Penalty: 5059.822754
	Iteration 9Q: 3 clusters Score -4771680 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -4772303.000000 Penalty: 5059.822754
	Iteration 10Q: 3 clusters Score -4772303 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -4773162.500000 Penalty: 5059.822754
	Iteration 11Q: 3 clusters Score -4773162 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -4774155.500000 Penalty: 5059.822754
	Iteration 12F: 3 clusters Score -4774156 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -4775163.500000 Penalty: 5059.822754
	Iteration 13Q: 3 clusters Score -4775164 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -4776102.500000 Penalty: 5059.822754
	Iteration 14Q: 3 clusters Score -4776102 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -4776919.500000 Penalty: 5059.822754
	Iteration 15Q: 3 clusters Score -4776920 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -4777510.000000 Penalty: 5059.822754
	Iteration 16Q: 3 clusters Score -4777510 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -4777867.000000 Penalty: 5059.822754
	Iteration 17Q: 3 clusters Score -4777867 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -4778103.000000 Penalty: 5059.822754
	Iteration 18Q: 3 clusters Score -4778103 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -4778242.000000 Penalty: 5059.822754
	Iteration 19Q: 3 clusters Score -4778242 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -4778321.000000 Penalty: 5059.822754
	Iteration 20F: 3 clusters Score -4778321 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -4778386.500000 Penalty: 5059.822754
	Iteration 21Q: 3 clusters Score -4778386 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -4778434.000000 Penalty: 5059.822754
	Iteration 22Q: 3 clusters Score -4778434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -4778462.000000 Penalty: 5059.822754
	Iteration 23Q: 3 clusters Score -4778462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -4778468.500000 Penalty: 5059.822754
	Iteration 24Q: 3 clusters Score -4778468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -4778499.500000 Penalty: 5059.822754
	Iteration 25Q: 3 clusters Score -4778500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -4778522.000000 Penalty: 5059.822754
	Iteration 26Q: 3 clusters Score -4778522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -4778532.000000 Penalty: 5059.822754
	Iteration 27Q: 3 clusters Score -4778532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -4778546.500000 Penalty: 5059.822754
	Iteration 28Q: 3 clusters Score -4778546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -4778551.500000 Penalty: 5059.822754
	Iteration 29Q: 3 clusters Score -4778552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -4778562.500000 Penalty: 5059.822754
	Iteration 30Q: 3 clusters Score -4778562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -4778571.500000 Penalty: 5059.822754
	Iteration 31Q: 3 clusters Score -4778572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -4778578.000000 Penalty: 5059.822754
	Iteration 32Q: 3 clusters Score -4778578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -4778585.000000 Penalty: 5059.822754
	Iteration 33Q: 3 clusters Score -4778585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -4778587.500000 Penalty: 5059.822754
	Iteration 34Q: 3 clusters Score -4778588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -4778585.500000 Penalty: 5059.822754
	Iteration 35Q: 3 clusters Score -4778586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -4778588.000000 Penalty: 5059.822754
	Iteration 36Q: 3 clusters Score -4778588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -4778586.500000 Penalty: 5059.822754
	Iteration 37Q: 3 clusters Score -4778586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -4778593.000000 Penalty: 5059.822754
	Iteration 38Q: 3 clusters Score -4778593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -4778593.000000 Penalty: 5059.822754
	Iteration 39F: 3 clusters Score -4778593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44170 members 
Entering Unmasked Estep 
Score: -8055082.000000 Penalty: 2652.558594
	Iteration 0F: 2 clusters Score -8055082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -8025915.500000 Penalty: 5305.117188
	Iteration 0F: 3 clusters Score -8025916 nChanged 20258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -8037041.000000 Penalty: 5305.117188
	Iteration 1F: 3 clusters Score -8037041 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -8037689.500000 Penalty: 5305.117188
	Iteration 2Q: 3 clusters Score -8037690 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -8038570.500000 Penalty: 5305.117188
	Iteration 3Q: 3 clusters Score -8038570 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -8039722.000000 Penalty: 5305.117188
	Iteration 4F: 3 clusters Score -8039722 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -8041373.500000 Penalty: 5305.117188
	Iteration 5F: 3 clusters Score -8041374 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -8043401.500000 Penalty: 5305.117188
	Iteration 6F: 3 clusters Score -8043402 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -8045713.000000 Penalty: 5305.117188
	Iteration 7F: 3 clusters Score -8045713 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -8048365.000000 Penalty: 5305.117188
	Iteration 8F: 3 clusters Score -8048365 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -8050809.500000 Penalty: 5305.117188
	Iteration 9F: 3 clusters Score -8050810 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -8052398.500000 Penalty: 5305.117188
	Iteration 10Q: 3 clusters Score -8052398 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -8053035.500000 Penalty: 5305.117188
	Iteration 11Q: 3 clusters Score -8053036 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -8053321.500000 Penalty: 5305.117188
	Iteration 12Q: 3 clusters Score -8053322 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39310 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -8053482.000000 Penalty: 5305.117188
	Iteration 13Q: 3 clusters Score -8053482 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39620 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -8053590.000000 Penalty: 5305.117188
	Iteration 14Q: 3 clusters Score -8053590 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -8053675.000000 Penalty: 5305.117188
	Iteration 15Q: 3 clusters Score -8053675 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -8053759.500000 Penalty: 5305.117188
	Iteration 16Q: 3 clusters Score -8053760 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40276 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -8053772.500000 Penalty: 5305.117188
	Iteration 17Q: 3 clusters Score -8053772 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40453 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -8053821.500000 Penalty: 5305.117188
	Iteration 18Q: 3 clusters Score -8053822 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40603 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -8053845.000000 Penalty: 5305.117188
	Iteration 19Q: 3 clusters Score -8053845 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -8053882.000000 Penalty: 5305.117188
	Iteration 20F: 3 clusters Score -8053882 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40869 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -8053898.500000 Penalty: 5305.117188
	Iteration 21Q: 3 clusters Score -8053898 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -8053935.500000 Penalty: 5305.117188
	Iteration 22Q: 3 clusters Score -8053936 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41069 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -8053929.500000 Penalty: 5305.117188
	Iteration 23Q: 3 clusters Score -8053930 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -8053930.000000 Penalty: 5305.117188
	Iteration 24Q: 3 clusters Score -8053930 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41209 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -8053919.500000 Penalty: 5305.117188
	Iteration 25Q: 3 clusters Score -8053920 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -8053921.000000 Penalty: 5305.117188
	Iteration 26Q: 3 clusters Score -8053921 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -8053931.000000 Penalty: 5305.117188
	Iteration 27Q: 3 clusters Score -8053931 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -8053940.000000 Penalty: 5305.117188
	Iteration 28Q: 3 clusters Score -8053940 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -8053939.000000 Penalty: 5305.117188
	Iteration 29Q: 3 clusters Score -8053939 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -8053927.500000 Penalty: 5305.117188
	Iteration 30Q: 3 clusters Score -8053928 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -8053926.000000 Penalty: 5305.117188
	Iteration 31Q: 3 clusters Score -8053926 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -8053923.000000 Penalty: 5305.117188
	Iteration 32Q: 3 clusters Score -8053923 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -8053917.500000 Penalty: 5305.117188
	Iteration 33Q: 3 clusters Score -8053918 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41658 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -8053918.500000 Penalty: 5305.117188
	Iteration 34Q: 3 clusters Score -8053918 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41695 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -8053915.000000 Penalty: 5305.117188
	Iteration 35Q: 3 clusters Score -8053915 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41732 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -8053907.500000 Penalty: 5305.117188
	Iteration 36Q: 3 clusters Score -8053908 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -8053894.500000 Penalty: 5305.117188
	Iteration 37Q: 3 clusters Score -8053894 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -8053896.000000 Penalty: 5305.117188
	Iteration 38Q: 3 clusters Score -8053896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41824 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -8053900.500000 Penalty: 5305.117188
	Iteration 39Q: 3 clusters Score -8053900 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41839 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -8053910.500000 Penalty: 5305.117188
	Iteration 40F: 3 clusters Score -8053910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -8053893.000000 Penalty: 5305.117188
	Iteration 41Q: 3 clusters Score -8053893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -8053897.500000 Penalty: 5305.117188
	Iteration 42Q: 3 clusters Score -8053898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -8053887.000000 Penalty: 5305.117188
	Iteration 43Q: 3 clusters Score -8053887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -8053899.500000 Penalty: 5305.117188
	Iteration 44Q: 3 clusters Score -8053900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -8053893.500000 Penalty: 5305.117188
	Iteration 45Q: 3 clusters Score -8053894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -8053892.500000 Penalty: 5305.117188
	Iteration 46Q: 3 clusters Score -8053892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -8053896.500000 Penalty: 5305.117188
	Iteration 47Q: 3 clusters Score -8053896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41937 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -8053901.000000 Penalty: 5305.117188
	Iteration 48Q: 3 clusters Score -8053901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -8053898.500000 Penalty: 5305.117188
	Iteration 49Q: 3 clusters Score -8053898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -8053900.000000 Penalty: 5305.117188
	Iteration 50Q: 3 clusters Score -8053900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -8053908.000000 Penalty: 5305.117188
	Iteration 51Q: 3 clusters Score -8053908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -8053909.500000 Penalty: 5305.117188
	Iteration 52Q: 3 clusters Score -8053910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41976 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -8053902.000000 Penalty: 5305.117188
	Iteration 53Q: 3 clusters Score -8053902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -8053894.000000 Penalty: 5305.117188
	Iteration 54Q: 3 clusters Score -8053894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -8053885.000000 Penalty: 5305.117188
	Iteration 55Q: 3 clusters Score -8053885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -8053885.500000 Penalty: 5305.117188
	Iteration 56Q: 3 clusters Score -8053886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -8053887.000000 Penalty: 5305.117188
	Iteration 57Q: 3 clusters Score -8053887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -8053888.000000 Penalty: 5305.117188
	Iteration 58Q: 3 clusters Score -8053888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -8053885.500000 Penalty: 5305.117188
	Iteration 59Q: 3 clusters Score -8053886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -8053887.500000 Penalty: 5305.117188
	Iteration 60F: 3 clusters Score -8053888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42012 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -8053888.000000 Penalty: 5305.117188
	Iteration 61Q: 3 clusters Score -8053888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -8053883.000000 Penalty: 5305.117188
	Iteration 62Q: 3 clusters Score -8053883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -8053888.000000 Penalty: 5305.117188
	Iteration 63Q: 3 clusters Score -8053888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -8053891.000000 Penalty: 5305.117188
	Iteration 64Q: 3 clusters Score -8053891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -8053891.000000 Penalty: 5305.117188
	Iteration 65F: 3 clusters Score -8053891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (52563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52563 members 
Entering Unmasked Estep 
Score: -9698646.000000 Penalty: 2695.702393
	Iteration 0F: 2 clusters Score -9698646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -9668707.000000 Penalty: 5391.404785
	Iteration 0F: 3 clusters Score -9668707 nChanged 24303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -9682238.000000 Penalty: 5391.404785
	Iteration 1F: 3 clusters Score -9682238 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -9682931.000000 Penalty: 5391.404785
	Iteration 2Q: 3 clusters Score -9682931 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -9683562.000000 Penalty: 5391.404785
	Iteration 3Q: 3 clusters Score -9683562 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -9684335.000000 Penalty: 5391.404785
	Iteration 4Q: 3 clusters Score -9684335 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -9685547.000000 Penalty: 5391.404785
	Iteration 5Q: 3 clusters Score -9685547 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34344 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -9687181.000000 Penalty: 5391.404785
	Iteration 6F: 3 clusters Score -9687181 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -9689319.000000 Penalty: 5391.404785
	Iteration 7F: 3 clusters Score -9689319 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -9691770.000000 Penalty: 5391.404785
	Iteration 8F: 3 clusters Score -9691770 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43297 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -9693993.000000 Penalty: 5391.404785
	Iteration 9F: 3 clusters Score -9693993 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -9695112.000000 Penalty: 5391.404785
	Iteration 10Q: 3 clusters Score -9695112 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47217 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -9695614.000000 Penalty: 5391.404785
	Iteration 11Q: 3 clusters Score -9695614 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48287 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -9695956.000000 Penalty: 5391.404785
	Iteration 12Q: 3 clusters Score -9695956 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49037 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -9696201.000000 Penalty: 5391.404785
	Iteration 13Q: 3 clusters Score -9696201 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49547 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -9696348.000000 Penalty: 5391.404785
	Iteration 14Q: 3 clusters Score -9696348 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49933 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -9696407.000000 Penalty: 5391.404785
	Iteration 15Q: 3 clusters Score -9696407 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50252 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -9696511.000000 Penalty: 5391.404785
	Iteration 16Q: 3 clusters Score -9696511 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50488 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -9696515.000000 Penalty: 5391.404785
	Iteration 17Q: 3 clusters Score -9696515 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50672 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -9696509.000000 Penalty: 5391.404785
	Iteration 18Q: 3 clusters Score -9696509 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50827 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -9696526.000000 Penalty: 5391.404785
	Iteration 19Q: 3 clusters Score -9696526 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50955 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -9696512.000000 Penalty: 5391.404785
	Iteration 20F: 3 clusters Score -9696512 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51080 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -9696527.000000 Penalty: 5391.404785
	Iteration 21Q: 3 clusters Score -9696527 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51191 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -9696526.000000 Penalty: 5391.404785
	Iteration 22Q: 3 clusters Score -9696526 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51278 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -9696543.000000 Penalty: 5391.404785
	Iteration 23Q: 3 clusters Score -9696543 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51355 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -9696565.000000 Penalty: 5391.404785
	Iteration 24Q: 3 clusters Score -9696565 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51419 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -9696542.000000 Penalty: 5391.404785
	Iteration 25Q: 3 clusters Score -9696542 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51474 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -9696556.000000 Penalty: 5391.404785
	Iteration 26Q: 3 clusters Score -9696556 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51519 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -9696565.000000 Penalty: 5391.404785
	Iteration 27Q: 3 clusters Score -9696565 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51560 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -9696594.000000 Penalty: 5391.404785
	Iteration 28Q: 3 clusters Score -9696594 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51597 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -9696583.000000 Penalty: 5391.404785
	Iteration 29Q: 3 clusters Score -9696583 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51624 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -9696599.000000 Penalty: 5391.404785
	Iteration 30Q: 3 clusters Score -9696599 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51655 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -9696601.000000 Penalty: 5391.404785
	Iteration 31Q: 3 clusters Score -9696601 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51681 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -9696605.000000 Penalty: 5391.404785
	Iteration 32Q: 3 clusters Score -9696605 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51694 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -9696618.000000 Penalty: 5391.404785
	Iteration 33Q: 3 clusters Score -9696618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51705 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -9696623.000000 Penalty: 5391.404785
	Iteration 34Q: 3 clusters Score -9696623 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51720 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -9696635.000000 Penalty: 5391.404785
	Iteration 35Q: 3 clusters Score -9696635 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51738 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -9696643.000000 Penalty: 5391.404785
	Iteration 36Q: 3 clusters Score -9696643 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51748 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -9696652.000000 Penalty: 5391.404785
	Iteration 37Q: 3 clusters Score -9696652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51761 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -9696649.000000 Penalty: 5391.404785
	Iteration 38Q: 3 clusters Score -9696649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51769 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -9696643.000000 Penalty: 5391.404785
	Iteration 39Q: 3 clusters Score -9696643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51776 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -9696647.000000 Penalty: 5391.404785
	Iteration 40F: 3 clusters Score -9696647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51781 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -9696642.000000 Penalty: 5391.404785
	Iteration 41Q: 3 clusters Score -9696642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51785 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -9696638.000000 Penalty: 5391.404785
	Iteration 42Q: 3 clusters Score -9696638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51791 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -9696643.000000 Penalty: 5391.404785
	Iteration 43Q: 3 clusters Score -9696643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51794 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -9696640.000000 Penalty: 5391.404785
	Iteration 44Q: 3 clusters Score -9696640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51797 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -9696644.000000 Penalty: 5391.404785
	Iteration 45Q: 3 clusters Score -9696644 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51798 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -9696642.000000 Penalty: 5391.404785
	Iteration 46Q: 3 clusters Score -9696642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51798 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -9696642.000000 Penalty: 5391.404785
	Iteration 47F: 3 clusters Score -9696642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (51623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51623 members 
Entering Unmasked Estep 
Score: -9490433.000000 Penalty: 2691.227295
	Iteration 0F: 2 clusters Score -9490433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -9460472.000000 Penalty: 5382.454590
	Iteration 0F: 3 clusters Score -9460472 nChanged 23753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -9473638.000000 Penalty: 5382.454590
	Iteration 1F: 3 clusters Score -9473638 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -9474326.000000 Penalty: 5382.454590
	Iteration 2Q: 3 clusters Score -9474326 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -9475115.000000 Penalty: 5382.454590
	Iteration 3Q: 3 clusters Score -9475115 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -9476268.000000 Penalty: 5382.454590
	Iteration 4F: 3 clusters Score -9476268 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -9477891.000000 Penalty: 5382.454590
	Iteration 5F: 3 clusters Score -9477891 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -9480301.000000 Penalty: 5382.454590
	Iteration 6F: 3 clusters Score -9480301 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 40995 members 
Entering Unmasked Estep 
Score: -9482899.000000 Penalty: 5382.454590
	Iteration 7F: 3 clusters Score -9482899 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 44422 members 
Entering Unmasked Estep 
Score: -9485154.000000 Penalty: 5382.454590
	Iteration 8F: 3 clusters Score -9485154 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 47144 members 
Entering Unmasked Estep 
Score: -9486349.000000 Penalty: 5382.454590
	Iteration 9F: 3 clusters Score -9486349 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 48953 members 
Entering Unmasked Estep 
Score: -9487094.000000 Penalty: 5382.454590
	Iteration 10Q: 3 clusters Score -9487094 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 50014 members 
Entering Unmasked Estep 
Score: -9487559.000000 Penalty: 5382.454590
	Iteration 11Q: 3 clusters Score -9487559 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 50573 members 
Entering Unmasked Estep 
Score: -9487762.000000 Penalty: 5382.454590
	Iteration 12Q: 3 clusters Score -9487762 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 50882 members 
Entering Unmasked Estep 
Score: -9487915.000000 Penalty: 5382.454590
	Iteration 13Q: 3 clusters Score -9487915 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 51017 members 
Entering Unmasked Estep 
Score: -9488026.000000 Penalty: 5382.454590
	Iteration 14Q: 3 clusters Score -9488026 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 51084 members 
Entering Unmasked Estep 
Score: -9488083.000000 Penalty: 5382.454590
	Iteration 15Q: 3 clusters Score -9488083 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 51119 members 
Entering Unmasked Estep 
Score: -9488112.000000 Penalty: 5382.454590
	Iteration 16Q: 3 clusters Score -9488112 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 51153 members 
Entering Unmasked Estep 
Score: -9488154.000000 Penalty: 5382.454590
	Iteration 17Q: 3 clusters Score -9488154 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 51167 members 
Entering Unmasked Estep 
Score: -9488187.000000 Penalty: 5382.454590
	Iteration 18Q: 3 clusters Score -9488187 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 51173 members 
Entering Unmasked Estep 
Score: -9488193.000000 Penalty: 5382.454590
	Iteration 19Q: 3 clusters Score -9488193 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 51179 members 
Entering Unmasked Estep 
Score: -9488223.000000 Penalty: 5382.454590
	Iteration 20F: 3 clusters Score -9488223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 51187 members 
Entering Unmasked Estep 
Score: -9488225.000000 Penalty: 5382.454590
	Iteration 21Q: 3 clusters Score -9488225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 51191 members 
Entering Unmasked Estep 
Score: -9488244.000000 Penalty: 5382.454590
	Iteration 22Q: 3 clusters Score -9488244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 51193 members 
Entering Unmasked Estep 
Score: -9488260.000000 Penalty: 5382.454590
	Iteration 23Q: 3 clusters Score -9488260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 51196 members 
Entering Unmasked Estep 
Score: -9488267.000000 Penalty: 5382.454590
	Iteration 24Q: 3 clusters Score -9488267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 51200 members 
Entering Unmasked Estep 
Score: -9488269.000000 Penalty: 5382.454590
	Iteration 25Q: 3 clusters Score -9488269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 51202 members 
Entering Unmasked Estep 
Score: -9488271.000000 Penalty: 5382.454590
	Iteration 26Q: 3 clusters Score -9488271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 51202 members 
Entering Unmasked Estep 
Score: -9488264.000000 Penalty: 5382.454590
	Iteration 27Q: 3 clusters Score -9488264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 51203 members 
Entering Unmasked Estep 
Score: -9488272.000000 Penalty: 5382.454590
	Iteration 28Q: 3 clusters Score -9488272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 51204 members 
Entering Unmasked Estep 
Score: -9488260.000000 Penalty: 5382.454590
	Iteration 29Q: 3 clusters Score -9488260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 51205 members 
Entering Unmasked Estep 
Score: -9488266.000000 Penalty: 5382.454590
	Iteration 30Q: 3 clusters Score -9488266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 51204 members 
Entering Unmasked Estep 
Score: -9488268.000000 Penalty: 5382.454590
	Iteration 31Q: 3 clusters Score -9488268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 51204 members 
Entering Unmasked Estep 
Score: -9488268.000000 Penalty: 5382.454590
	Iteration 32F: 3 clusters Score -9488268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (48395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48395 members 
Entering Unmasked Estep 
Score: -8819803.000000 Penalty: 2675.213623
	Iteration 0F: 2 clusters Score -8819803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -8789219.000000 Penalty: 5350.427246
	Iteration 0F: 3 clusters Score -8789219 nChanged 22330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -8801640.000000 Penalty: 5350.427246
	Iteration 1F: 3 clusters Score -8801640 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -8802632.000000 Penalty: 5350.427246
	Iteration 2Q: 3 clusters Score -8802632 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -8804411.000000 Penalty: 5350.427246
	Iteration 3F: 3 clusters Score -8804411 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -8807686.000000 Penalty: 5350.427246
	Iteration 4F: 3 clusters Score -8807686 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36319 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -8812118.000000 Penalty: 5350.427246
	Iteration 5F: 3 clusters Score -8812118 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -8816244.000000 Penalty: 5350.427246
	Iteration 6F: 3 clusters Score -8816244 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -8819095.000000 Penalty: 5350.427246
	Iteration 7F: 3 clusters Score -8819095 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42583 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -8820547.000000 Penalty: 5350.427246
	Iteration 8Q: 3 clusters Score -8820547 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -8820879.000000 Penalty: 5350.427246
	Iteration 9Q: 3 clusters Score -8820879 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -8820962.000000 Penalty: 5350.427246
	Iteration 10Q: 3 clusters Score -8820962 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -8820999.000000 Penalty: 5350.427246
	Iteration 11Q: 3 clusters Score -8820999 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -8821010.000000 Penalty: 5350.427246
	Iteration 12Q: 3 clusters Score -8821010 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -8821012.000000 Penalty: 5350.427246
	Iteration 13Q: 3 clusters Score -8821012 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -8821005.000000 Penalty: 5350.427246
	Iteration 14Q: 3 clusters Score -8821005 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -8821006.000000 Penalty: 5350.427246
	Iteration 15Q: 3 clusters Score -8821006 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -8821005.000000 Penalty: 5350.427246
	Iteration 16Q: 3 clusters Score -8821005 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -8821003.000000 Penalty: 5350.427246
	Iteration 17Q: 3 clusters Score -8821003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -8821004.000000 Penalty: 5350.427246
	Iteration 18Q: 3 clusters Score -8821004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -8821001.000000 Penalty: 5350.427246
	Iteration 19Q: 3 clusters Score -8821001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -8821006.000000 Penalty: 5350.427246
	Iteration 20F: 3 clusters Score -8821006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -8821005.000000 Penalty: 5350.427246
	Iteration 21Q: 3 clusters Score -8821005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -8821001.000000 Penalty: 5350.427246
	Iteration 22Q: 3 clusters Score -8821001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43186 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -8820998.000000 Penalty: 5350.427246
	Iteration 23Q: 3 clusters Score -8820998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43191 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -8821001.000000 Penalty: 5350.427246
	Iteration 24Q: 3 clusters Score -8821001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43195 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -8820997.000000 Penalty: 5350.427246
	Iteration 25Q: 3 clusters Score -8820997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -8820997.000000 Penalty: 5350.427246
	Iteration 26Q: 3 clusters Score -8820997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43197 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -8821002.000000 Penalty: 5350.427246
	Iteration 27Q: 3 clusters Score -8821002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43200 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -8821008.000000 Penalty: 5350.427246
	Iteration 28Q: 3 clusters Score -8821008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43201 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -8821007.000000 Penalty: 5350.427246
	Iteration 29Q: 3 clusters Score -8821007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43201 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -8821007.000000 Penalty: 5350.427246
	Iteration 30F: 3 clusters Score -8821007 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 3108 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 46873 members 
Mstep: Class 5 contains 48845 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 48182 members 
Mstep: Class 9 contains 45895 members 
Mstep: Class 10 contains 2428 members 
Mstep: Class 11 contains 767 members 
Mstep: Class 12 contains 1298 members 
Mstep: Class 13 contains 45829 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 59764 members 
Mstep: Class 16 contains 758 members 
Mstep: Class 17 contains 26937 members 
Mstep: Class 18 contains 44170 members 
Mstep: Class 19 contains 52563 members 
Mstep: Class 20 contains 51623 members 
Mstep: Class 21 contains 43201 members 
Mstep: Class 22 contains 44896 members 
Mstep: Class 23 contains 5194 members 
Entering Unmasked Estep 
Score: -111184456.000000 Penalty: 76057.484375
Splitting cluster 21 changes total score from -111184448.000000 to -111184456.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 22 (44896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Entering Unmasked Estep 
Score: -8198653.500000 Penalty: 2656.601807
	Iteration 0F: 2 clusters Score -8198654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -8169331.500000 Penalty: 5313.203613
	Iteration 0F: 3 clusters Score -8169332 nChanged 20763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -8182042.000000 Penalty: 5313.203613
	Iteration 1F: 3 clusters Score -8182042 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -8184201.000000 Penalty: 5313.203613
	Iteration 2F: 3 clusters Score -8184201 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -8186946.500000 Penalty: 5313.203613
	Iteration 3F: 3 clusters Score -8186946 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -8190220.000000 Penalty: 5313.203613
	Iteration 4F: 3 clusters Score -8190220 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -8193623.000000 Penalty: 5313.203613
	Iteration 5F: 3 clusters Score -8193623 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29817 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -8196213.000000 Penalty: 5313.203613
	Iteration 6F: 3 clusters Score -8196213 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -8197587.000000 Penalty: 5313.203613
	Iteration 7Q: 3 clusters Score -8197587 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -8198198.000000 Penalty: 5313.203613
	Iteration 8Q: 3 clusters Score -8198198 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -8198499.000000 Penalty: 5313.203613
	Iteration 9Q: 3 clusters Score -8198499 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -8198648.500000 Penalty: 5313.203613
	Iteration 10Q: 3 clusters Score -8198648 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -8198772.000000 Penalty: 5313.203613
	Iteration 11Q: 3 clusters Score -8198772 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -8198831.500000 Penalty: 5313.203613
	Iteration 12Q: 3 clusters Score -8198832 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -8198907.500000 Penalty: 5313.203613
	Iteration 13Q: 3 clusters Score -8198908 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -8198935.500000 Penalty: 5313.203613
	Iteration 14Q: 3 clusters Score -8198936 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -8198970.500000 Penalty: 5313.203613
	Iteration 15Q: 3 clusters Score -8198970 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -8199001.000000 Penalty: 5313.203613
	Iteration 16Q: 3 clusters Score -8199001 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -8199009.500000 Penalty: 5313.203613
	Iteration 17Q: 3 clusters Score -8199010 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -8199028.000000 Penalty: 5313.203613
	Iteration 18Q: 3 clusters Score -8199028 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -8199049.000000 Penalty: 5313.203613
	Iteration 19Q: 3 clusters Score -8199049 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35064 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -8199072.000000 Penalty: 5313.203613
	Iteration 20F: 3 clusters Score -8199072 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -8199103.000000 Penalty: 5313.203613
	Iteration 21Q: 3 clusters Score -8199103 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -8199101.000000 Penalty: 5313.203613
	Iteration 22Q: 3 clusters Score -8199101 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -8199122.500000 Penalty: 5313.203613
	Iteration 23Q: 3 clusters Score -8199122 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -8199123.500000 Penalty: 5313.203613
	Iteration 24Q: 3 clusters Score -8199124 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -8199146.500000 Penalty: 5313.203613
	Iteration 25Q: 3 clusters Score -8199146 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -8199154.000000 Penalty: 5313.203613
	Iteration 26Q: 3 clusters Score -8199154 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36151 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -8199186.500000 Penalty: 5313.203613
	Iteration 27Q: 3 clusters Score -8199186 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -8199210.500000 Penalty: 5313.203613
	Iteration 28Q: 3 clusters Score -8199210 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -8199230.500000 Penalty: 5313.203613
	Iteration 29Q: 3 clusters Score -8199230 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -8199215.000000 Penalty: 5313.203613
	Iteration 30Q: 3 clusters Score -8199215 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -8199232.000000 Penalty: 5313.203613
	Iteration 31Q: 3 clusters Score -8199232 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -8199244.000000 Penalty: 5313.203613
	Iteration 32Q: 3 clusters Score -8199244 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36684 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -8199244.000000 Penalty: 5313.203613
	Iteration 33Q: 3 clusters Score -8199244 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -8199243.000000 Penalty: 5313.203613
	Iteration 34Q: 3 clusters Score -8199243 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -8199254.500000 Penalty: 5313.203613
	Iteration 35Q: 3 clusters Score -8199254 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -8199233.000000 Penalty: 5313.203613
	Iteration 36Q: 3 clusters Score -8199233 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -8199255.000000 Penalty: 5313.203613
	Iteration 37Q: 3 clusters Score -8199255 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -8199266.000000 Penalty: 5313.203613
	Iteration 38Q: 3 clusters Score -8199266 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -8199264.500000 Penalty: 5313.203613
	Iteration 39Q: 3 clusters Score -8199264 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -8199257.000000 Penalty: 5313.203613
	Iteration 40F: 3 clusters Score -8199257 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -8199269.000000 Penalty: 5313.203613
	Iteration 41Q: 3 clusters Score -8199269 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -8199270.500000 Penalty: 5313.203613
	Iteration 42Q: 3 clusters Score -8199270 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -8199277.500000 Penalty: 5313.203613
	Iteration 43Q: 3 clusters Score -8199278 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -8199276.000000 Penalty: 5313.203613
	Iteration 44Q: 3 clusters Score -8199276 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37433 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -8199293.500000 Penalty: 5313.203613
	Iteration 45Q: 3 clusters Score -8199294 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -8199301.000000 Penalty: 5313.203613
	Iteration 46Q: 3 clusters Score -8199301 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -8199307.000000 Penalty: 5313.203613
	Iteration 47Q: 3 clusters Score -8199307 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37596 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -8199310.000000 Penalty: 5313.203613
	Iteration 48Q: 3 clusters Score -8199310 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -8199326.000000 Penalty: 5313.203613
	Iteration 49Q: 3 clusters Score -8199326 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -8199324.000000 Penalty: 5313.203613
	Iteration 50Q: 3 clusters Score -8199324 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -8199332.500000 Penalty: 5313.203613
	Iteration 51Q: 3 clusters Score -8199332 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -8199355.500000 Penalty: 5313.203613
	Iteration 52Q: 3 clusters Score -8199356 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -8199378.500000 Penalty: 5313.203613
	Iteration 53Q: 3 clusters Score -8199378 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -8199362.000000 Penalty: 5313.203613
	Iteration 54Q: 3 clusters Score -8199362 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -8199367.000000 Penalty: 5313.203613
	Iteration 55Q: 3 clusters Score -8199367 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38115 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -8199373.500000 Penalty: 5313.203613
	Iteration 56Q: 3 clusters Score -8199374 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -8199391.500000 Penalty: 5313.203613
	Iteration 57Q: 3 clusters Score -8199392 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -8199396.500000 Penalty: 5313.203613
	Iteration 58Q: 3 clusters Score -8199396 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -8199403.000000 Penalty: 5313.203613
	Iteration 59Q: 3 clusters Score -8199403 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38363 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -8199407.500000 Penalty: 5313.203613
	Iteration 60F: 3 clusters Score -8199408 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -8199405.500000 Penalty: 5313.203613
	Iteration 61Q: 3 clusters Score -8199406 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38433 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -8199392.000000 Penalty: 5313.203613
	Iteration 62Q: 3 clusters Score -8199392 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -8199392.000000 Penalty: 5313.203613
	Iteration 63Q: 3 clusters Score -8199392 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38489 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -8199383.500000 Penalty: 5313.203613
	Iteration 64Q: 3 clusters Score -8199384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -8199383.000000 Penalty: 5313.203613
	Iteration 65Q: 3 clusters Score -8199383 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -8199387.000000 Penalty: 5313.203613
	Iteration 66Q: 3 clusters Score -8199387 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -8199389.000000 Penalty: 5313.203613
	Iteration 67Q: 3 clusters Score -8199389 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -8199390.500000 Penalty: 5313.203613
	Iteration 68Q: 3 clusters Score -8199390 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38600 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -8199384.500000 Penalty: 5313.203613
	Iteration 69Q: 3 clusters Score -8199384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -8199380.500000 Penalty: 5313.203613
	Iteration 70Q: 3 clusters Score -8199380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -8199388.500000 Penalty: 5313.203613
	Iteration 71Q: 3 clusters Score -8199388 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -8199398.000000 Penalty: 5313.203613
	Iteration 72Q: 3 clusters Score -8199398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38685 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -8199391.000000 Penalty: 5313.203613
	Iteration 73Q: 3 clusters Score -8199391 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -8199396.500000 Penalty: 5313.203613
	Iteration 74Q: 3 clusters Score -8199396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -8199394.000000 Penalty: 5313.203613
	Iteration 75Q: 3 clusters Score -8199394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -8199402.000000 Penalty: 5313.203613
	Iteration 76Q: 3 clusters Score -8199402 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38766 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -8199400.500000 Penalty: 5313.203613
	Iteration 77Q: 3 clusters Score -8199400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38780 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -8199394.000000 Penalty: 5313.203613
	Iteration 78Q: 3 clusters Score -8199394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38794 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -8199390.500000 Penalty: 5313.203613
	Iteration 79Q: 3 clusters Score -8199390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -8199389.000000 Penalty: 5313.203613
	Iteration 80F: 3 clusters Score -8199389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -8199394.000000 Penalty: 5313.203613
	Iteration 81Q: 3 clusters Score -8199394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38811 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -8199394.000000 Penalty: 5313.203613
	Iteration 82Q: 3 clusters Score -8199394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -8199389.500000 Penalty: 5313.203613
	Iteration 83Q: 3 clusters Score -8199390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -8199390.000000 Penalty: 5313.203613
	Iteration 84Q: 3 clusters Score -8199390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -8199389.000000 Penalty: 5313.203613
	Iteration 85Q: 3 clusters Score -8199389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38832 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -8199393.500000 Penalty: 5313.203613
	Iteration 86Q: 3 clusters Score -8199394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -8199389.000000 Penalty: 5313.203613
	Iteration 87Q: 3 clusters Score -8199389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -8199394.000000 Penalty: 5313.203613
	Iteration 88Q: 3 clusters Score -8199394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38847 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -8199390.500000 Penalty: 5313.203613
	Iteration 89Q: 3 clusters Score -8199390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -8199386.500000 Penalty: 5313.203613
	Iteration 90Q: 3 clusters Score -8199386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -8199387.500000 Penalty: 5313.203613
	Iteration 91Q: 3 clusters Score -8199388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -8199393.000000 Penalty: 5313.203613
	Iteration 92Q: 3 clusters Score -8199393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -8199391.500000 Penalty: 5313.203613
	Iteration 93Q: 3 clusters Score -8199392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38876 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -8199401.500000 Penalty: 5313.203613
	Iteration 94Q: 3 clusters Score -8199402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -8199388.000000 Penalty: 5313.203613
	Iteration 95Q: 3 clusters Score -8199388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -8199392.500000 Penalty: 5313.203613
	Iteration 96Q: 3 clusters Score -8199392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -8199394.000000 Penalty: 5313.203613
	Iteration 97Q: 3 clusters Score -8199394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -8199398.000000 Penalty: 5313.203613
	Iteration 98Q: 3 clusters Score -8199398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -8199398.000000 Penalty: 5313.203613
	Iteration 99F: 3 clusters Score -8199398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 3108 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 46873 members 
Mstep: Class 5 contains 48845 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 48182 members 
Mstep: Class 9 contains 45895 members 
Mstep: Class 10 contains 2428 members 
Mstep: Class 11 contains 767 members 
Mstep: Class 12 contains 1298 members 
Mstep: Class 13 contains 45829 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 59764 members 
Mstep: Class 16 contains 758 members 
Mstep: Class 17 contains 26937 members 
Mstep: Class 18 contains 44170 members 
Mstep: Class 19 contains 52563 members 
Mstep: Class 20 contains 51623 members 
Mstep: Class 21 contains 43201 members 
Mstep: Class 22 contains 38890 members 
Mstep: Class 23 contains 5194 members 
Mstep: Class 24 contains 6006 members 
Entering Unmasked Estep 
Score: -111184768.000000 Penalty: 79364.328125
Splitting cluster 22 changes total score from -111184448.000000 to -111184768.000000
So it's getting split into cluster 24.
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 3108 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 46873 members 
Mstep: Class 5 contains 48845 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1031 members 
Mstep: Class 8 contains 48182 members 
Mstep: Class 9 contains 45895 members 
Mstep: Class 10 contains 2428 members 
Mstep: Class 11 contains 767 members 
Mstep: Class 12 contains 1298 members 
Mstep: Class 13 contains 45829 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 59764 members 
Mstep: Class 16 contains 758 members 
Mstep: Class 17 contains 26937 members 
Mstep: Class 18 contains 44170 members 
Mstep: Class 19 contains 52563 members 
Mstep: Class 20 contains 51623 members 
Mstep: Class 21 contains 43201 members 
Mstep: Class 22 contains 38890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111186064.000000 Penalty: 79364.328125
Iteration 79Q: 25 clusters Score -1.111861e+08 nChanged 9245
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 3030 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 46543 members 
Mstep: Class 5 contains 48919 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1035 members 
Mstep: Class 8 contains 48335 members 
Mstep: Class 9 contains 46007 members 
Mstep: Class 10 contains 2430 members 
Mstep: Class 11 contains 767 members 
Mstep: Class 12 contains 1307 members 
Mstep: Class 13 contains 45756 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 58578 members 
Mstep: Class 16 contains 759 members 
Mstep: Class 17 contains 27108 members 
Mstep: Class 18 contains 44027 members 
Mstep: Class 19 contains 52305 members 
Mstep: Class 20 contains 51568 members 
Mstep: Class 21 contains 44632 members 
Mstep: Class 22 contains 39470 members 
Mstep: Class 23 contains 5099 members 
Mstep: Class 24 contains 5957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111187040.000000 Penalty: 79364.328125
Iteration 80F: 25 clusters Score -1.11187e+08 nChanged 7217
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 42589 members 
Mstep: Class 2 contains 2788 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 46525 members 
Mstep: Class 5 contains 48939 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1037 members 
Mstep: Class 8 contains 48488 members 
Mstep: Class 9 contains 46093 members 
Mstep: Class 10 contains 2439 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1300 members 
Mstep: Class 13 contains 45663 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 57592 members 
Mstep: Class 16 contains 758 members 
Mstep: Class 17 contains 27214 members 
Mstep: Class 18 contains 43867 members 
Mstep: Class 19 contains 52097 members 
Mstep: Class 20 contains 51496 members 
Mstep: Class 21 contains 45650 members 
Mstep: Class 22 contains 39908 members 
Mstep: Class 23 contains 5243 members 
Mstep: Class 24 contains 6037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111187624.000000 Penalty: 79364.328125
Iteration 81Q: 25 clusters Score -1.111876e+08 nChanged 6726
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 42395 members 
Mstep: Class 2 contains 2599 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 46549 members 
Mstep: Class 5 contains 48995 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1039 members 
Mstep: Class 8 contains 48506 members 
Mstep: Class 9 contains 46102 members 
Mstep: Class 10 contains 2445 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 1300 members 
Mstep: Class 13 contains 45563 members 
Mstep: Class 14 contains 595 members 
Mstep: Class 15 contains 56656 members 
Mstep: Class 16 contains 758 members 
Mstep: Class 17 contains 27336 members 
Mstep: Class 18 contains 43717 members 
Mstep: Class 19 contains 52015 members 
Mstep: Class 20 contains 51372 members 
Mstep: Class 21 contains 46553 members 
Mstep: Class 22 contains 40397 members 
Mstep: Class 23 contains 5359 members 
Mstep: Class 24 contains 6066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111188336.000000 Penalty: 79364.328125
Iteration 82Q: 25 clusters Score -1.111883e+08 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 2445 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 46487 members 
Mstep: Class 5 contains 49022 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1039 members 
Mstep: Class 8 contains 48478 members 
Mstep: Class 9 contains 46139 members 
Mstep: Class 10 contains 2447 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 1296 members 
Mstep: Class 13 contains 45427 members 
Mstep: Class 14 contains 596 members 
Mstep: Class 15 contains 55844 members 
Mstep: Class 16 contains 758 members 
Mstep: Class 17 contains 27475 members 
Mstep: Class 18 contains 43605 members 
Mstep: Class 19 contains 52048 members 
Mstep: Class 20 contains 51266 members 
Mstep: Class 21 contains 47259 members 
Mstep: Class 22 contains 40893 members 
Mstep: Class 23 contains 5448 members 
Mstep: Class 24 contains 6085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111189264.000000 Penalty: 79364.328125
Iteration 83Q: 25 clusters Score -1.111893e+08 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 2312 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 46406 members 
Mstep: Class 5 contains 48971 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1040 members 
Mstep: Class 8 contains 48429 members 
Mstep: Class 9 contains 46102 members 
Mstep: Class 10 contains 2446 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 1294 members 
Mstep: Class 13 contains 45323 members 
Mstep: Class 14 contains 596 members 
Mstep: Class 15 contains 55150 members 
Mstep: Class 16 contains 758 members 
Mstep: Class 17 contains 27580 members 
Mstep: Class 18 contains 43495 members 
Mstep: Class 19 contains 52146 members 
Mstep: Class 20 contains 51095 members 
Mstep: Class 21 contains 47897 members 
Mstep: Class 22 contains 41484 members 
Mstep: Class 23 contains 5543 members 
Mstep: Class 24 contains 6105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111189680.000000 Penalty: 79364.328125
Iteration 84Q: 25 clusters Score -1.111897e+08 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 2200 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 46307 members 
Mstep: Class 5 contains 48872 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1040 members 
Mstep: Class 8 contains 48428 members 
Mstep: Class 9 contains 46071 members 
Mstep: Class 10 contains 2448 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 1296 members 
Mstep: Class 13 contains 45221 members 
Mstep: Class 14 contains 596 members 
Mstep: Class 15 contains 54514 members 
Mstep: Class 16 contains 758 members 
Mstep: Class 17 contains 27681 members 
Mstep: Class 18 contains 43357 members 
Mstep: Class 19 contains 52160 members 
Mstep: Class 20 contains 50963 members 
Mstep: Class 21 contains 48508 members 
Mstep: Class 22 contains 42087 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 6145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111191120.000000 Penalty: 79364.328125
Iteration 85Q: 25 clusters Score -1.111911e+08 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41932 members 
Mstep: Class 2 contains 2108 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 46231 members 
Mstep: Class 5 contains 48766 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1040 members 
Mstep: Class 8 contains 48347 members 
Mstep: Class 9 contains 46008 members 
Mstep: Class 10 contains 2453 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 1293 members 
Mstep: Class 13 contains 45138 members 
Mstep: Class 14 contains 596 members 
Mstep: Class 15 contains 53881 members 
Mstep: Class 16 contains 758 members 
Mstep: Class 17 contains 27788 members 
Mstep: Class 18 contains 43260 members 
Mstep: Class 19 contains 52190 members 
Mstep: Class 20 contains 50816 members 
Mstep: Class 21 contains 49048 members 
Mstep: Class 22 contains 42699 members 
Mstep: Class 23 contains 5762 members 
Mstep: Class 24 contains 6203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111191472.000000 Penalty: 79364.328125
Iteration 86Q: 25 clusters Score -1.111915e+08 nChanged 6313
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 2044 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 46203 members 
Mstep: Class 5 contains 48666 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1041 members 
Mstep: Class 8 contains 48299 members 
Mstep: Class 9 contains 45920 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1295 members 
Mstep: Class 13 contains 45018 members 
Mstep: Class 14 contains 596 members 
Mstep: Class 15 contains 53289 members 
Mstep: Class 16 contains 758 members 
Mstep: Class 17 contains 27878 members 
Mstep: Class 18 contains 43144 members 
Mstep: Class 19 contains 52198 members 
Mstep: Class 20 contains 50568 members 
Mstep: Class 21 contains 49543 members 
Mstep: Class 22 contains 43381 members 
Mstep: Class 23 contains 5889 members 
Mstep: Class 24 contains 6290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111192616.000000 Penalty: 79364.328125
Iteration 87Q: 25 clusters Score -1.111926e+08 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 1978 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 46175 members 
Mstep: Class 5 contains 48568 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1041 members 
Mstep: Class 8 contains 48260 members 
Mstep: Class 9 contains 45836 members 
Mstep: Class 10 contains 2461 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1294 members 
Mstep: Class 13 contains 44925 members 
Mstep: Class 14 contains 596 members 
Mstep: Class 15 contains 52756 members 
Mstep: Class 16 contains 758 members 
Mstep: Class 17 contains 27971 members 
Mstep: Class 18 contains 43032 members 
Mstep: Class 19 contains 52171 members 
Mstep: Class 20 contains 50361 members 
Mstep: Class 21 contains 49914 members 
Mstep: Class 22 contains 44065 members 
Mstep: Class 23 contains 6028 members 
Mstep: Class 24 contains 6378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111193656.000000 Penalty: 79364.328125
Iteration 88Q: 25 clusters Score -1.111937e+08 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41664 members 
Mstep: Class 2 contains 1927 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 46112 members 
Mstep: Class 5 contains 48491 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1043 members 
Mstep: Class 8 contains 48227 members 
Mstep: Class 9 contains 45771 members 
Mstep: Class 10 contains 2461 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1292 members 
Mstep: Class 13 contains 44845 members 
Mstep: Class 14 contains 596 members 
Mstep: Class 15 contains 52332 members 
Mstep: Class 16 contains 758 members 
Mstep: Class 17 contains 28048 members 
Mstep: Class 18 contains 42931 members 
Mstep: Class 19 contains 52185 members 
Mstep: Class 20 contains 50077 members 
Mstep: Class 21 contains 50190 members 
Mstep: Class 22 contains 44755 members 
Mstep: Class 23 contains 6151 members 
Mstep: Class 24 contains 6462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111193984.000000 Penalty: 79364.328125
Iteration 89Q: 25 clusters Score -1.11194e+08 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 1876 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 46074 members 
Mstep: Class 5 contains 48386 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1043 members 
Mstep: Class 8 contains 48244 members 
Mstep: Class 9 contains 45690 members 
Mstep: Class 10 contains 2466 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 44777 members 
Mstep: Class 14 contains 596 members 
Mstep: Class 15 contains 51932 members 
Mstep: Class 16 contains 758 members 
Mstep: Class 17 contains 28137 members 
Mstep: Class 18 contains 42851 members 
Mstep: Class 19 contains 52168 members 
Mstep: Class 20 contains 49817 members 
Mstep: Class 21 contains 50393 members 
Mstep: Class 22 contains 45419 members 
Mstep: Class 23 contains 6257 members 
Mstep: Class 24 contains 6537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111194640.000000 Penalty: 79364.328125
Iteration 90Q: 25 clusters Score -1.111946e+08 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 1835 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45996 members 
Mstep: Class 5 contains 48276 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1044 members 
Mstep: Class 8 contains 48189 members 
Mstep: Class 9 contains 45624 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1293 members 
Mstep: Class 13 contains 44726 members 
Mstep: Class 14 contains 596 members 
Mstep: Class 15 contains 51655 members 
Mstep: Class 16 contains 758 members 
Mstep: Class 17 contains 28201 members 
Mstep: Class 18 contains 42763 members 
Mstep: Class 19 contains 52156 members 
Mstep: Class 20 contains 49626 members 
Mstep: Class 21 contains 50574 members 
Mstep: Class 22 contains 45996 members 
Mstep: Class 23 contains 6346 members 
Mstep: Class 24 contains 6632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111195488.000000 Penalty: 79364.328125
Iteration 91Q: 25 clusters Score -1.111955e+08 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41502 members 
Mstep: Class 2 contains 1794 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45957 members 
Mstep: Class 5 contains 48196 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1045 members 
Mstep: Class 8 contains 48138 members 
Mstep: Class 9 contains 45584 members 
Mstep: Class 10 contains 2470 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1293 members 
Mstep: Class 13 contains 44697 members 
Mstep: Class 14 contains 596 members 
Mstep: Class 15 contains 51362 members 
Mstep: Class 16 contains 758 members 
Mstep: Class 17 contains 28237 members 
Mstep: Class 18 contains 42677 members 
Mstep: Class 19 contains 52136 members 
Mstep: Class 20 contains 49501 members 
Mstep: Class 21 contains 50719 members 
Mstep: Class 22 contains 46455 members 
Mstep: Class 23 contains 6446 members 
Mstep: Class 24 contains 6755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111195632.000000 Penalty: 79364.328125
Iteration 92Q: 25 clusters Score -1.111956e+08 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 1767 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45915 members 
Mstep: Class 5 contains 48082 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1047 members 
Mstep: Class 8 contains 48083 members 
Mstep: Class 9 contains 45542 members 
Mstep: Class 10 contains 2475 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1288 members 
Mstep: Class 13 contains 44689 members 
Mstep: Class 14 contains 596 members 
Mstep: Class 15 contains 51076 members 
Mstep: Class 16 contains 758 members 
Mstep: Class 17 contains 28283 members 
Mstep: Class 18 contains 42586 members 
Mstep: Class 19 contains 52169 members 
Mstep: Class 20 contains 49443 members 
Mstep: Class 21 contains 50801 members 
Mstep: Class 22 contains 46819 members 
Mstep: Class 23 contains 6538 members 
Mstep: Class 24 contains 6897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111195832.000000 Penalty: 79364.328125
Iteration 93Q: 25 clusters Score -1.111958e+08 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 1736 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45879 members 
Mstep: Class 5 contains 47992 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1049 members 
Mstep: Class 8 contains 48066 members 
Mstep: Class 9 contains 45486 members 
Mstep: Class 10 contains 2475 members 
Mstep: Class 11 contains 763 members 
Mstep: Class 12 contains 1287 members 
Mstep: Class 13 contains 44653 members 
Mstep: Class 14 contains 596 members 
Mstep: Class 15 contains 50813 members 
Mstep: Class 16 contains 758 members 
Mstep: Class 17 contains 28294 members 
Mstep: Class 18 contains 42551 members 
Mstep: Class 19 contains 52203 members 
Mstep: Class 20 contains 49467 members 
Mstep: Class 21 contains 50855 members 
Mstep: Class 22 contains 47050 members 
Mstep: Class 23 contains 6644 members 
Mstep: Class 24 contains 7045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111196448.000000 Penalty: 79364.328125
Iteration 94Q: 25 clusters Score -1.111964e+08 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 1718 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45853 members 
Mstep: Class 5 contains 47922 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1051 members 
Mstep: Class 8 contains 48070 members 
Mstep: Class 9 contains 45455 members 
Mstep: Class 10 contains 2479 members 
Mstep: Class 11 contains 762 members 
Mstep: Class 12 contains 1287 members 
Mstep: Class 13 contains 44609 members 
Mstep: Class 14 contains 596 members 
Mstep: Class 15 contains 50595 members 
Mstep: Class 16 contains 758 members 
Mstep: Class 17 contains 28294 members 
Mstep: Class 18 contains 42485 members 
Mstep: Class 19 contains 52179 members 
Mstep: Class 20 contains 49488 members 
Mstep: Class 21 contains 50866 members 
Mstep: Class 22 contains 47286 members 
Mstep: Class 23 contains 6754 members 
Mstep: Class 24 contains 7178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111196960.000000 Penalty: 79364.328125
Iteration 95Q: 25 clusters Score -1.11197e+08 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41369 members 
Mstep: Class 2 contains 1690 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45786 members 
Mstep: Class 5 contains 47848 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1055 members 
Mstep: Class 8 contains 48074 members 
Mstep: Class 9 contains 45442 members 
Mstep: Class 10 contains 2477 members 
Mstep: Class 11 contains 762 members 
Mstep: Class 12 contains 1292 members 
Mstep: Class 13 contains 44602 members 
Mstep: Class 14 contains 596 members 
Mstep: Class 15 contains 50435 members 
Mstep: Class 16 contains 758 members 
Mstep: Class 17 contains 28297 members 
Mstep: Class 18 contains 42457 members 
Mstep: Class 19 contains 52136 members 
Mstep: Class 20 contains 49537 members 
Mstep: Class 21 contains 50847 members 
Mstep: Class 22 contains 47437 members 
Mstep: Class 23 contains 6888 members 
Mstep: Class 24 contains 7298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111197120.000000 Penalty: 79364.328125
Iteration 96Q: 25 clusters Score -1.111971e+08 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41359 members 
Mstep: Class 2 contains 1666 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45727 members 
Mstep: Class 5 contains 47786 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1061 members 
Mstep: Class 8 contains 48039 members 
Mstep: Class 9 contains 45472 members 
Mstep: Class 10 contains 2478 members 
Mstep: Class 11 contains 762 members 
Mstep: Class 12 contains 1293 members 
Mstep: Class 13 contains 44631 members 
Mstep: Class 14 contains 596 members 
Mstep: Class 15 contains 50289 members 
Mstep: Class 16 contains 758 members 
Mstep: Class 17 contains 28277 members 
Mstep: Class 18 contains 42374 members 
Mstep: Class 19 contains 52079 members 
Mstep: Class 20 contains 49594 members 
Mstep: Class 21 contains 50815 members 
Mstep: Class 22 contains 47611 members 
Mstep: Class 23 contains 7019 members 
Mstep: Class 24 contains 7397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111197568.000000 Penalty: 79364.328125
Iteration 97Q: 25 clusters Score -1.111976e+08 nChanged 4495
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 1649 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45665 members 
Mstep: Class 5 contains 47750 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1069 members 
Mstep: Class 8 contains 48022 members 
Mstep: Class 9 contains 45514 members 
Mstep: Class 10 contains 2478 members 
Mstep: Class 11 contains 762 members 
Mstep: Class 12 contains 1294 members 
Mstep: Class 13 contains 44641 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 50148 members 
Mstep: Class 16 contains 758 members 
Mstep: Class 17 contains 28251 members 
Mstep: Class 18 contains 42322 members 
Mstep: Class 19 contains 52009 members 
Mstep: Class 20 contains 49639 members 
Mstep: Class 21 contains 50748 members 
Mstep: Class 22 contains 47782 members 
Mstep: Class 23 contains 7161 members 
Mstep: Class 24 contains 7484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111197920.000000 Penalty: 79364.328125
Iteration 98Q: 25 clusters Score -1.111979e+08 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 1634 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45616 members 
Mstep: Class 5 contains 47708 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1076 members 
Mstep: Class 8 contains 48007 members 
Mstep: Class 9 contains 45571 members 
Mstep: Class 10 contains 2474 members 
Mstep: Class 11 contains 762 members 
Mstep: Class 12 contains 1295 members 
Mstep: Class 13 contains 44621 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 50030 members 
Mstep: Class 16 contains 758 members 
Mstep: Class 17 contains 28215 members 
Mstep: Class 18 contains 42299 members 
Mstep: Class 19 contains 51915 members 
Mstep: Class 20 contains 49679 members 
Mstep: Class 21 contains 50693 members 
Mstep: Class 22 contains 47945 members 
Mstep: Class 23 contains 7293 members 
Mstep: Class 24 contains 7546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198512.000000 Penalty: 79364.328125
Iteration 99Q: 25 clusters Score -1.111985e+08 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 1618 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45565 members 
Mstep: Class 5 contains 47674 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1082 members 
Mstep: Class 8 contains 47984 members 
Mstep: Class 9 contains 45611 members 
Mstep: Class 10 contains 2473 members 
Mstep: Class 11 contains 762 members 
Mstep: Class 12 contains 1294 members 
Mstep: Class 13 contains 44609 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 49929 members 
Mstep: Class 16 contains 758 members 
Mstep: Class 17 contains 28171 members 
Mstep: Class 18 contains 42264 members 
Mstep: Class 19 contains 51810 members 
Mstep: Class 20 contains 49754 members 
Mstep: Class 21 contains 50648 members 
Mstep: Class 22 contains 48096 members 
Mstep: Class 23 contains 7419 members 
Mstep: Class 24 contains 7600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198728.000000 Penalty: 79364.328125
Iteration 100F: 25 clusters Score -1.111987e+08 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41359 members 
Mstep: Class 2 contains 1611 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45552 members 
Mstep: Class 5 contains 47677 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1090 members 
Mstep: Class 8 contains 48012 members 
Mstep: Class 9 contains 45656 members 
Mstep: Class 10 contains 2469 members 
Mstep: Class 11 contains 762 members 
Mstep: Class 12 contains 1294 members 
Mstep: Class 13 contains 44563 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 49855 members 
Mstep: Class 16 contains 759 members 
Mstep: Class 17 contains 28119 members 
Mstep: Class 18 contains 42277 members 
Mstep: Class 19 contains 51698 members 
Mstep: Class 20 contains 49773 members 
Mstep: Class 21 contains 50598 members 
Mstep: Class 22 contains 48161 members 
Mstep: Class 23 contains 7548 members 
Mstep: Class 24 contains 7653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111199056.000000 Penalty: 79364.328125
Iteration 101Q: 25 clusters Score -1.111991e+08 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45492 members 
Mstep: Class 5 contains 47669 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 48011 members 
Mstep: Class 9 contains 45740 members 
Mstep: Class 10 contains 2462 members 
Mstep: Class 11 contains 762 members 
Mstep: Class 12 contains 1296 members 
Mstep: Class 13 contains 44527 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 49770 members 
Mstep: Class 16 contains 760 members 
Mstep: Class 17 contains 28081 members 
Mstep: Class 18 contains 42308 members 
Mstep: Class 19 contains 51612 members 
Mstep: Class 20 contains 49810 members 
Mstep: Class 21 contains 50582 members 
Mstep: Class 22 contains 48221 members 
Mstep: Class 23 contains 7671 members 
Mstep: Class 24 contains 7694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111200048.000000 Penalty: 79364.328125
Iteration 102Q: 25 clusters Score -1.112e+08 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41281 members 
Mstep: Class 2 contains 1594 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45444 members 
Mstep: Class 5 contains 47666 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1105 members 
Mstep: Class 8 contains 48017 members 
Mstep: Class 9 contains 45818 members 
Mstep: Class 10 contains 2456 members 
Mstep: Class 11 contains 762 members 
Mstep: Class 12 contains 1298 members 
Mstep: Class 13 contains 44523 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 49697 members 
Mstep: Class 16 contains 760 members 
Mstep: Class 17 contains 28059 members 
Mstep: Class 18 contains 42325 members 
Mstep: Class 19 contains 51562 members 
Mstep: Class 20 contains 49819 members 
Mstep: Class 21 contains 50522 members 
Mstep: Class 22 contains 48249 members 
Mstep: Class 23 contains 7801 members 
Mstep: Class 24 contains 7728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111200432.000000 Penalty: 79364.328125
Iteration 103Q: 25 clusters Score -1.112004e+08 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41274 members 
Mstep: Class 2 contains 1586 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45431 members 
Mstep: Class 5 contains 47629 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 47977 members 
Mstep: Class 9 contains 45882 members 
Mstep: Class 10 contains 2452 members 
Mstep: Class 11 contains 762 members 
Mstep: Class 12 contains 1298 members 
Mstep: Class 13 contains 44484 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 49657 members 
Mstep: Class 16 contains 760 members 
Mstep: Class 17 contains 28012 members 
Mstep: Class 18 contains 42360 members 
Mstep: Class 19 contains 51516 members 
Mstep: Class 20 contains 49846 members 
Mstep: Class 21 contains 50511 members 
Mstep: Class 22 contains 48249 members 
Mstep: Class 23 contains 7918 members 
Mstep: Class 24 contains 7773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111200544.000000 Penalty: 79364.328125
Iteration 104Q: 25 clusters Score -1.112005e+08 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41267 members 
Mstep: Class 2 contains 1578 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45399 members 
Mstep: Class 5 contains 47664 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1112 members 
Mstep: Class 8 contains 47932 members 
Mstep: Class 9 contains 45960 members 
Mstep: Class 10 contains 2453 members 
Mstep: Class 11 contains 762 members 
Mstep: Class 12 contains 1298 members 
Mstep: Class 13 contains 44452 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 49627 members 
Mstep: Class 16 contains 760 members 
Mstep: Class 17 contains 28011 members 
Mstep: Class 18 contains 42361 members 
Mstep: Class 19 contains 51452 members 
Mstep: Class 20 contains 49836 members 
Mstep: Class 21 contains 50481 members 
Mstep: Class 22 contains 48251 members 
Mstep: Class 23 contains 8016 members 
Mstep: Class 24 contains 7814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111200832.000000 Penalty: 79364.328125
Iteration 105Q: 25 clusters Score -1.112008e+08 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 1569 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45421 members 
Mstep: Class 5 contains 47679 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1114 members 
Mstep: Class 8 contains 47894 members 
Mstep: Class 9 contains 46020 members 
Mstep: Class 10 contains 2451 members 
Mstep: Class 11 contains 762 members 
Mstep: Class 12 contains 1298 members 
Mstep: Class 13 contains 44448 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 49610 members 
Mstep: Class 16 contains 761 members 
Mstep: Class 17 contains 27989 members 
Mstep: Class 18 contains 42367 members 
Mstep: Class 19 contains 51384 members 
Mstep: Class 20 contains 49845 members 
Mstep: Class 21 contains 50407 members 
Mstep: Class 22 contains 48211 members 
Mstep: Class 23 contains 8132 members 
Mstep: Class 24 contains 7859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201400.000000 Penalty: 79364.328125
Iteration 106Q: 25 clusters Score -1.112014e+08 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41264 members 
Mstep: Class 2 contains 1563 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45430 members 
Mstep: Class 5 contains 47653 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 47906 members 
Mstep: Class 9 contains 45999 members 
Mstep: Class 10 contains 2450 members 
Mstep: Class 11 contains 762 members 
Mstep: Class 12 contains 1296 members 
Mstep: Class 13 contains 44443 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 49590 members 
Mstep: Class 16 contains 761 members 
Mstep: Class 17 contains 27939 members 
Mstep: Class 18 contains 42404 members 
Mstep: Class 19 contains 51363 members 
Mstep: Class 20 contains 49834 members 
Mstep: Class 21 contains 50368 members 
Mstep: Class 22 contains 48210 members 
Mstep: Class 23 contains 8244 members 
Mstep: Class 24 contains 7890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201728.000000 Penalty: 79364.328125
Iteration 107Q: 25 clusters Score -1.112017e+08 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 1553 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45427 members 
Mstep: Class 5 contains 47657 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1117 members 
Mstep: Class 8 contains 47884 members 
Mstep: Class 9 contains 45934 members 
Mstep: Class 10 contains 2450 members 
Mstep: Class 11 contains 762 members 
Mstep: Class 12 contains 1297 members 
Mstep: Class 13 contains 44422 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 49584 members 
Mstep: Class 16 contains 762 members 
Mstep: Class 17 contains 27871 members 
Mstep: Class 18 contains 42517 members 
Mstep: Class 19 contains 51348 members 
Mstep: Class 20 contains 49850 members 
Mstep: Class 21 contains 50276 members 
Mstep: Class 22 contains 48172 members 
Mstep: Class 23 contains 8379 members 
Mstep: Class 24 contains 7923 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 108Q: 25 clusters Score -1.112017e+08 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41320 members 
Mstep: Class 2 contains 1547 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45404 members 
Mstep: Class 5 contains 47641 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1118 members 
Mstep: Class 8 contains 47918 members 
Mstep: Class 9 contains 45908 members 
Mstep: Class 10 contains 2450 members 
Mstep: Class 11 contains 763 members 
Mstep: Class 12 contains 1299 members 
Mstep: Class 13 contains 44386 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 49597 members 
Mstep: Class 16 contains 762 members 
Mstep: Class 17 contains 27771 members 
Mstep: Class 18 contains 42622 members 
Mstep: Class 19 contains 51358 members 
Mstep: Class 20 contains 49879 members 
Mstep: Class 21 contains 50150 members 
Mstep: Class 22 contains 48116 members 
Mstep: Class 23 contains 8524 members 
Mstep: Class 24 contains 7953 members 
Entering Unmasked Estep 
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Iteration 109Q: 25 clusters Score -1.112021e+08 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 1543 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45400 members 
Mstep: Class 5 contains 47613 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 47948 members 
Mstep: Class 9 contains 45897 members 
Mstep: Class 10 contains 2451 members 
Mstep: Class 11 contains 763 members 
Mstep: Class 12 contains 1298 members 
Mstep: Class 13 contains 44368 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 49604 members 
Mstep: Class 16 contains 762 members 
Mstep: Class 17 contains 27699 members 
Mstep: Class 18 contains 42730 members 
Mstep: Class 19 contains 51311 members 
Mstep: Class 20 contains 49883 members 
Mstep: Class 21 contains 50051 members 
Mstep: Class 22 contains 48049 members 
Mstep: Class 23 contains 8661 members 
Mstep: Class 24 contains 7978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202832.000000 Penalty: 79364.328125
Iteration 110Q: 25 clusters Score -1.112028e+08 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 1533 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45372 members 
Mstep: Class 5 contains 47631 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1119 members 
Mstep: Class 8 contains 47985 members 
Mstep: Class 9 contains 45882 members 
Mstep: Class 10 contains 2452 members 
Mstep: Class 11 contains 763 members 
Mstep: Class 12 contains 1298 members 
Mstep: Class 13 contains 44341 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 49620 members 
Mstep: Class 16 contains 763 members 
Mstep: Class 17 contains 27613 members 
Mstep: Class 18 contains 42806 members 
Mstep: Class 19 contains 51263 members 
Mstep: Class 20 contains 49854 members 
Mstep: Class 21 contains 49964 members 
Mstep: Class 22 contains 47977 members 
Mstep: Class 23 contains 8815 members 
Mstep: Class 24 contains 8012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111203232.000000 Penalty: 79364.328125
Iteration 111Q: 25 clusters Score -1.112032e+08 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 1524 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45382 members 
Mstep: Class 5 contains 47642 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1122 members 
Mstep: Class 8 contains 48022 members 
Mstep: Class 9 contains 45875 members 
Mstep: Class 10 contains 2451 members 
Mstep: Class 11 contains 761 members 
Mstep: Class 12 contains 1300 members 
Mstep: Class 13 contains 44315 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 49672 members 
Mstep: Class 16 contains 763 members 
Mstep: Class 17 contains 27544 members 
Mstep: Class 18 contains 42843 members 
Mstep: Class 19 contains 51172 members 
Mstep: Class 20 contains 49840 members 
Mstep: Class 21 contains 49896 members 
Mstep: Class 22 contains 47899 members 
Mstep: Class 23 contains 8948 members 
Mstep: Class 24 contains 8043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111203736.000000 Penalty: 79364.328125
Iteration 112Q: 25 clusters Score -1.112037e+08 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 1514 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45380 members 
Mstep: Class 5 contains 47704 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1124 members 
Mstep: Class 8 contains 48079 members 
Mstep: Class 9 contains 45870 members 
Mstep: Class 10 contains 2448 members 
Mstep: Class 11 contains 761 members 
Mstep: Class 12 contains 1300 members 
Mstep: Class 13 contains 44289 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 49687 members 
Mstep: Class 16 contains 763 members 
Mstep: Class 17 contains 27484 members 
Mstep: Class 18 contains 42846 members 
Mstep: Class 19 contains 51098 members 
Mstep: Class 20 contains 49778 members 
Mstep: Class 21 contains 49826 members 
Mstep: Class 22 contains 47853 members 
Mstep: Class 23 contains 9073 members 
Mstep: Class 24 contains 8069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111203760.000000 Penalty: 79364.328125
Iteration 113Q: 25 clusters Score -1.112038e+08 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 1511 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45403 members 
Mstep: Class 5 contains 47768 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1125 members 
Mstep: Class 8 contains 48095 members 
Mstep: Class 9 contains 45865 members 
Mstep: Class 10 contains 2450 members 
Mstep: Class 11 contains 761 members 
Mstep: Class 12 contains 1301 members 
Mstep: Class 13 contains 44313 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 49701 members 
Mstep: Class 16 contains 763 members 
Mstep: Class 17 contains 27424 members 
Mstep: Class 18 contains 42812 members 
Mstep: Class 19 contains 51053 members 
Mstep: Class 20 contains 49701 members 
Mstep: Class 21 contains 49752 members 
Mstep: Class 22 contains 47798 members 
Mstep: Class 23 contains 9191 members 
Mstep: Class 24 contains 8092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111204176.000000 Penalty: 79364.328125
Iteration 114Q: 25 clusters Score -1.112042e+08 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41668 members 
Mstep: Class 2 contains 1512 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45430 members 
Mstep: Class 5 contains 47788 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1126 members 
Mstep: Class 8 contains 48099 members 
Mstep: Class 9 contains 45885 members 
Mstep: Class 10 contains 2453 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1303 members 
Mstep: Class 13 contains 44329 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 49687 members 
Mstep: Class 16 contains 763 members 
Mstep: Class 17 contains 27356 members 
Mstep: Class 18 contains 42771 members 
Mstep: Class 19 contains 51021 members 
Mstep: Class 20 contains 49675 members 
Mstep: Class 21 contains 49689 members 
Mstep: Class 22 contains 47771 members 
Mstep: Class 23 contains 9296 members 
Mstep: Class 24 contains 8104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111204080.000000 Penalty: 79364.328125
Iteration 115Q: 25 clusters Score -1.112041e+08 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 1512 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45473 members 
Mstep: Class 5 contains 47806 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1126 members 
Mstep: Class 8 contains 48158 members 
Mstep: Class 9 contains 45867 members 
Mstep: Class 10 contains 2454 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1305 members 
Mstep: Class 13 contains 44350 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 49667 members 
Mstep: Class 16 contains 763 members 
Mstep: Class 17 contains 27286 members 
Mstep: Class 18 contains 42763 members 
Mstep: Class 19 contains 50947 members 
Mstep: Class 20 contains 49630 members 
Mstep: Class 21 contains 49680 members 
Mstep: Class 22 contains 47744 members 
Mstep: Class 23 contains 9404 members 
Mstep: Class 24 contains 8115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111204256.000000 Penalty: 79364.328125
Iteration 116Q: 25 clusters Score -1.112043e+08 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41731 members 
Mstep: Class 2 contains 1511 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45494 members 
Mstep: Class 5 contains 47797 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1125 members 
Mstep: Class 8 contains 48236 members 
Mstep: Class 9 contains 45850 members 
Mstep: Class 10 contains 2455 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1303 members 
Mstep: Class 13 contains 44411 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 49642 members 
Mstep: Class 16 contains 764 members 
Mstep: Class 17 contains 27211 members 
Mstep: Class 18 contains 42726 members 
Mstep: Class 19 contains 50848 members 
Mstep: Class 20 contains 49589 members 
Mstep: Class 21 contains 49677 members 
Mstep: Class 22 contains 47720 members 
Mstep: Class 23 contains 9512 members 
Mstep: Class 24 contains 8124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111204520.000000 Penalty: 79364.328125
Iteration 117Q: 25 clusters Score -1.112045e+08 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 1512 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45502 members 
Mstep: Class 5 contains 47789 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1125 members 
Mstep: Class 8 contains 48288 members 
Mstep: Class 9 contains 45831 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1302 members 
Mstep: Class 13 contains 44449 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 49616 members 
Mstep: Class 16 contains 764 members 
Mstep: Class 17 contains 27146 members 
Mstep: Class 18 contains 42677 members 
Mstep: Class 19 contains 50768 members 
Mstep: Class 20 contains 49558 members 
Mstep: Class 21 contains 49671 members 
Mstep: Class 22 contains 47661 members 
Mstep: Class 23 contains 9641 members 
Mstep: Class 24 contains 8142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111204888.000000 Penalty: 79364.328125
Iteration 118Q: 25 clusters Score -1.112049e+08 nChanged 3262
Entering ConstructFrom: 
Score: -111204888.000000 Penalty: 79364.328125
Entering ConstructFrom: 
Trying to split cluster 1 (41925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Entering Unmasked Estep 
Score: -7705563.000000 Penalty: 2639.622070
	Iteration 0F: 2 clusters Score -7705563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -7677788.500000 Penalty: 5279.244141
	Iteration 0F: 3 clusters Score -7677788 nChanged 19222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -7688631.500000 Penalty: 5279.244141
	Iteration 1F: 3 clusters Score -7688632 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -7689429.000000 Penalty: 5279.244141
	Iteration 2Q: 3 clusters Score -7689429 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -7690543.500000 Penalty: 5279.244141
	Iteration 3F: 3 clusters Score -7690544 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -7692148.000000 Penalty: 5279.244141
	Iteration 4F: 3 clusters Score -7692148 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -7694451.000000 Penalty: 5279.244141
	Iteration 5F: 3 clusters Score -7694451 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -7697146.000000 Penalty: 5279.244141
	Iteration 6F: 3 clusters Score -7697146 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -7699511.000000 Penalty: 5279.244141
	Iteration 7F: 3 clusters Score -7699511 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -7701199.000000 Penalty: 5279.244141
	Iteration 8Q: 3 clusters Score -7701199 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -7702169.000000 Penalty: 5279.244141
	Iteration 9Q: 3 clusters Score -7702169 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -7702658.500000 Penalty: 5279.244141
	Iteration 10Q: 3 clusters Score -7702658 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -7702943.000000 Penalty: 5279.244141
	Iteration 11Q: 3 clusters Score -7702943 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 41349 members 
Entering Unmasked Estep 
Score: -7703100.000000 Penalty: 5279.244141
	Iteration 12Q: 3 clusters Score -7703100 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 41425 members 
Entering Unmasked Estep 
Score: -7703171.500000 Penalty: 5279.244141
	Iteration 13Q: 3 clusters Score -7703172 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 41480 members 
Entering Unmasked Estep 
Score: -7703230.500000 Penalty: 5279.244141
	Iteration 14Q: 3 clusters Score -7703230 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -7703255.000000 Penalty: 5279.244141
	Iteration 15Q: 3 clusters Score -7703255 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -7703283.000000 Penalty: 5279.244141
	Iteration 16Q: 3 clusters Score -7703283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -7703290.500000 Penalty: 5279.244141
	Iteration 17Q: 3 clusters Score -7703290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -7703303.000000 Penalty: 5279.244141
	Iteration 18Q: 3 clusters Score -7703303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
Score: -7703301.500000 Penalty: 5279.244141
	Iteration 19Q: 3 clusters Score -7703302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -7703309.000000 Penalty: 5279.244141
	Iteration 20F: 3 clusters Score -7703309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
Score: -7703326.000000 Penalty: 5279.244141
	Iteration 21Q: 3 clusters Score -7703326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 41567 members 
Entering Unmasked Estep 
Score: -7703326.000000 Penalty: 5279.244141
	Iteration 22Q: 3 clusters Score -7703326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 41568 members 
Entering Unmasked Estep 
Score: -7703324.500000 Penalty: 5279.244141
	Iteration 23Q: 3 clusters Score -7703324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 41571 members 
Entering Unmasked Estep 
Score: -7703327.500000 Penalty: 5279.244141
	Iteration 24Q: 3 clusters Score -7703328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -7703333.000000 Penalty: 5279.244141
	Iteration 25Q: 3 clusters Score -7703333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -7703333.000000 Penalty: 5279.244141
	Iteration 26F: 3 clusters Score -7703333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Entering Unmasked Estep 
Score: -274822.875000 Penalty: 1814.997803
	Iteration 0F: 2 clusters Score -274822.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -272518.156250 Penalty: 3629.995605
	Iteration 0F: 3 clusters Score -272518.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -272916.281250 Penalty: 3629.995605
	Iteration 1F: 3 clusters Score -272916.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -273035.843750 Penalty: 3629.995605
	Iteration 2F: 3 clusters Score -273035.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -273096.093750 Penalty: 3629.995605
	Iteration 3Q: 3 clusters Score -273096.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -273125.593750 Penalty: 3629.995605
	Iteration 4Q: 3 clusters Score -273125.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -273146.281250 Penalty: 3629.995605
	Iteration 5Q: 3 clusters Score -273146.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -273158.593750 Penalty: 3629.995605
	Iteration 6Q: 3 clusters Score -273158.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -273164.937500 Penalty: 3629.995605
	Iteration 7Q: 3 clusters Score -273164.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -273167.531250 Penalty: 3629.995605
	Iteration 8Q: 3 clusters Score -273167.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -273170.093750 Penalty: 3629.995605
	Iteration 9Q: 3 clusters Score -273170.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -273172.031250 Penalty: 3629.995605
	Iteration 10Q: 3 clusters Score -273172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -273174.343750 Penalty: 3629.995605
	Iteration 11Q: 3 clusters Score -273174.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -273174.781250 Penalty: 3629.995605
	Iteration 12Q: 3 clusters Score -273174.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -273174.781250 Penalty: 3629.995605
	Iteration 13F: 3 clusters Score -273174.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -20069.357422 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -20069.36 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 129 members 
Entering Unmasked Estep 
Score: -19033.462891 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -19033.46 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -19220.070312 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -19220.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -19305.878906 Penalty: 2778.651123
	Iteration 2F: 3 clusters Score -19305.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -19333.005859 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -19333.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -19335.896484 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -19335.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -19342.341797 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -19342.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -19343.275391 Penalty: 2778.651123
	Iteration 6Q: 3 clusters Score -19343.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -19343.275391 Penalty: 2778.651123
	Iteration 7F: 3 clusters Score -19343.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45488 members 
Entering Unmasked Estep 
Score: -8303471.000000 Penalty: 2659.850586
	Iteration 0F: 2 clusters Score -8303471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -8273397.000000 Penalty: 5319.701172
	Iteration 0F: 3 clusters Score -8273397 nChanged 20933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -8284657.500000 Penalty: 5319.701172
	Iteration 1F: 3 clusters Score -8284658 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -8285165.500000 Penalty: 5319.701172
	Iteration 2Q: 3 clusters Score -8285166 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -8285650.000000 Penalty: 5319.701172
	Iteration 3Q: 3 clusters Score -8285650 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -8286143.500000 Penalty: 5319.701172
	Iteration 4Q: 3 clusters Score -8286144 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -8286732.000000 Penalty: 5319.701172
	Iteration 5Q: 3 clusters Score -8286732 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -8287504.000000 Penalty: 5319.701172
	Iteration 6Q: 3 clusters Score -8287504 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -8288602.500000 Penalty: 5319.701172
	Iteration 7Q: 3 clusters Score -8288602 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -8290257.000000 Penalty: 5319.701172
	Iteration 8F: 3 clusters Score -8290257 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -8292194.500000 Penalty: 5319.701172
	Iteration 9F: 3 clusters Score -8292194 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36853 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -8294538.000000 Penalty: 5319.701172
	Iteration 10F: 3 clusters Score -8294538 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -8296817.500000 Penalty: 5319.701172
	Iteration 11F: 3 clusters Score -8296818 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -8298534.000000 Penalty: 5319.701172
	Iteration 12Q: 3 clusters Score -8298534 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42551 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -8299610.000000 Penalty: 5319.701172
	Iteration 13Q: 3 clusters Score -8299610 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -8300306.500000 Penalty: 5319.701172
	Iteration 14Q: 3 clusters Score -8300306 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -8300740.500000 Penalty: 5319.701172
	Iteration 15Q: 3 clusters Score -8300740 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44111 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -8300969.000000 Penalty: 5319.701172
	Iteration 16Q: 3 clusters Score -8300969 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44327 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -8301084.000000 Penalty: 5319.701172
	Iteration 17Q: 3 clusters Score -8301084 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -8301163.000000 Penalty: 5319.701172
	Iteration 18Q: 3 clusters Score -8301163 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44585 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -8301228.000000 Penalty: 5319.701172
	Iteration 19Q: 3 clusters Score -8301228 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8301259.000000 Penalty: 5319.701172
	Iteration 20F: 3 clusters Score -8301259 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44715 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8301280.000000 Penalty: 5319.701172
	Iteration 21Q: 3 clusters Score -8301280 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8301298.500000 Penalty: 5319.701172
	Iteration 22Q: 3 clusters Score -8301298 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8301319.000000 Penalty: 5319.701172
	Iteration 23Q: 3 clusters Score -8301319 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -8301329.500000 Penalty: 5319.701172
	Iteration 24Q: 3 clusters Score -8301330 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8301347.000000 Penalty: 5319.701172
	Iteration 25Q: 3 clusters Score -8301347 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44860 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -8301361.000000 Penalty: 5319.701172
	Iteration 26Q: 3 clusters Score -8301361 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -8301357.500000 Penalty: 5319.701172
	Iteration 27Q: 3 clusters Score -8301358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44893 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8301358.500000 Penalty: 5319.701172
	Iteration 28Q: 3 clusters Score -8301358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44905 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -8301370.000000 Penalty: 5319.701172
	Iteration 29Q: 3 clusters Score -8301370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44915 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8301374.000000 Penalty: 5319.701172
	Iteration 30Q: 3 clusters Score -8301374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8301382.500000 Penalty: 5319.701172
	Iteration 31Q: 3 clusters Score -8301382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44933 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -8301388.500000 Penalty: 5319.701172
	Iteration 32Q: 3 clusters Score -8301388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -8301384.500000 Penalty: 5319.701172
	Iteration 33Q: 3 clusters Score -8301384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44944 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8301377.000000 Penalty: 5319.701172
	Iteration 34Q: 3 clusters Score -8301377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44948 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -8301394.000000 Penalty: 5319.701172
	Iteration 35Q: 3 clusters Score -8301394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44950 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -8301392.500000 Penalty: 5319.701172
	Iteration 36Q: 3 clusters Score -8301392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -8301385.500000 Penalty: 5319.701172
	Iteration 37Q: 3 clusters Score -8301386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44960 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -8301383.500000 Penalty: 5319.701172
	Iteration 38Q: 3 clusters Score -8301384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8301384.500000 Penalty: 5319.701172
	Iteration 39Q: 3 clusters Score -8301384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -8301387.500000 Penalty: 5319.701172
	Iteration 40F: 3 clusters Score -8301388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44966 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8301384.000000 Penalty: 5319.701172
	Iteration 41Q: 3 clusters Score -8301384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44967 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8301385.500000 Penalty: 5319.701172
	Iteration 42Q: 3 clusters Score -8301386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44971 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8301386.000000 Penalty: 5319.701172
	Iteration 43Q: 3 clusters Score -8301386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -8301395.500000 Penalty: 5319.701172
	Iteration 44Q: 3 clusters Score -8301396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -8301393.500000 Penalty: 5319.701172
	Iteration 45Q: 3 clusters Score -8301394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -8301400.500000 Penalty: 5319.701172
	Iteration 46Q: 3 clusters Score -8301400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -8301403.000000 Penalty: 5319.701172
	Iteration 47Q: 3 clusters Score -8301403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8301396.500000 Penalty: 5319.701172
	Iteration 48Q: 3 clusters Score -8301396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44982 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8301403.000000 Penalty: 5319.701172
	Iteration 49Q: 3 clusters Score -8301403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8301402.500000 Penalty: 5319.701172
	Iteration 50Q: 3 clusters Score -8301402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44987 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8301400.000000 Penalty: 5319.701172
	Iteration 51Q: 3 clusters Score -8301400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -8301402.000000 Penalty: 5319.701172
	Iteration 52Q: 3 clusters Score -8301402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44991 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8301403.500000 Penalty: 5319.701172
	Iteration 53Q: 3 clusters Score -8301404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44991 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8301403.500000 Penalty: 5319.701172
	Iteration 54F: 3 clusters Score -8301404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (47783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47783 members 
Entering Unmasked Estep 
Score: -8815370.000000 Penalty: 2672.057617
	Iteration 0F: 2 clusters Score -8815370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -8786088.000000 Penalty: 5344.115234
	Iteration 0F: 3 clusters Score -8786088 nChanged 22092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -8798138.000000 Penalty: 5344.115234
	Iteration 1F: 3 clusters Score -8798138 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -8798789.000000 Penalty: 5344.115234
	Iteration 2Q: 3 clusters Score -8798789 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28184 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -8799652.000000 Penalty: 5344.115234
	Iteration 3Q: 3 clusters Score -8799652 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30208 members 
Mstep: Class 2 contains 17575 members 
Entering Unmasked Estep 
Score: -8800915.000000 Penalty: 5344.115234
	Iteration 4F: 3 clusters Score -8800915 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -8802649.000000 Penalty: 5344.115234
	Iteration 5F: 3 clusters Score -8802649 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -8805253.000000 Penalty: 5344.115234
	Iteration 6F: 3 clusters Score -8805253 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39368 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -8808148.000000 Penalty: 5344.115234
	Iteration 7F: 3 clusters Score -8808148 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -8810630.000000 Penalty: 5344.115234
	Iteration 8F: 3 clusters Score -8810630 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44608 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -8811950.000000 Penalty: 5344.115234
	Iteration 9Q: 3 clusters Score -8811950 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45888 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -8812548.000000 Penalty: 5344.115234
	Iteration 10Q: 3 clusters Score -8812548 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46621 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -8812788.000000 Penalty: 5344.115234
	Iteration 11Q: 3 clusters Score -8812788 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46978 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -8812920.000000 Penalty: 5344.115234
	Iteration 12Q: 3 clusters Score -8812920 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47165 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8813017.000000 Penalty: 5344.115234
	Iteration 13Q: 3 clusters Score -8813017 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47275 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -8813093.000000 Penalty: 5344.115234
	Iteration 14Q: 3 clusters Score -8813093 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47329 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -8813124.000000 Penalty: 5344.115234
	Iteration 15Q: 3 clusters Score -8813124 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47362 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8813146.000000 Penalty: 5344.115234
	Iteration 16Q: 3 clusters Score -8813146 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -8813169.000000 Penalty: 5344.115234
	Iteration 17Q: 3 clusters Score -8813169 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47405 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8813165.000000 Penalty: 5344.115234
	Iteration 18Q: 3 clusters Score -8813165 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47417 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -8813185.000000 Penalty: 5344.115234
	Iteration 19Q: 3 clusters Score -8813185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47427 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -8813182.000000 Penalty: 5344.115234
	Iteration 20F: 3 clusters Score -8813182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47433 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -8813205.000000 Penalty: 5344.115234
	Iteration 21Q: 3 clusters Score -8813205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47440 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8813204.000000 Penalty: 5344.115234
	Iteration 22Q: 3 clusters Score -8813204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47443 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8813209.000000 Penalty: 5344.115234
	Iteration 23Q: 3 clusters Score -8813209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47445 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -8813215.000000 Penalty: 5344.115234
	Iteration 24Q: 3 clusters Score -8813215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47449 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -8813220.000000 Penalty: 5344.115234
	Iteration 25Q: 3 clusters Score -8813220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47454 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8813221.000000 Penalty: 5344.115234
	Iteration 26Q: 3 clusters Score -8813221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47454 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8813222.000000 Penalty: 5344.115234
	Iteration 27Q: 3 clusters Score -8813222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47456 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8813218.000000 Penalty: 5344.115234
	Iteration 28Q: 3 clusters Score -8813218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47458 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -8813220.000000 Penalty: 5344.115234
	Iteration 29Q: 3 clusters Score -8813220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47459 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8813221.000000 Penalty: 5344.115234
	Iteration 30Q: 3 clusters Score -8813221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47459 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8813221.000000 Penalty: 5344.115234
	Iteration 31F: 3 clusters Score -8813221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -53542.226562 Penalty: 1546.619629
	Iteration 0F: 2 clusters Score -53542.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -52106.914062 Penalty: 3093.239258
	Iteration 0F: 3 clusters Score -52106.91 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -52418.824219 Penalty: 3093.239258
	Iteration 1F: 3 clusters Score -52418.82 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -52537.816406 Penalty: 3093.239258
	Iteration 2F: 3 clusters Score -52537.82 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -52630.382812 Penalty: 3093.239258
	Iteration 3F: 3 clusters Score -52630.38 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -52712.957031 Penalty: 3093.239258
	Iteration 4F: 3 clusters Score -52712.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -52772.769531 Penalty: 3093.239258
	Iteration 5Q: 3 clusters Score -52772.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -52819.457031 Penalty: 3093.239258
	Iteration 6Q: 3 clusters Score -52819.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -52905.675781 Penalty: 3093.239258
	Iteration 7Q: 3 clusters Score -52905.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -53021.199219 Penalty: 3093.239258
	Iteration 8Q: 3 clusters Score -53021.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -53150.128906 Penalty: 3093.239258
	Iteration 9Q: 3 clusters Score -53150.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -53208.398438 Penalty: 3093.239258
	Iteration 10Q: 3 clusters Score -53208.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -53224.019531 Penalty: 3093.239258
	Iteration 11Q: 3 clusters Score -53224.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -53240.625000 Penalty: 3093.239258
	Iteration 12Q: 3 clusters Score -53240.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -53240.625000 Penalty: 3093.239258
	Iteration 13F: 3 clusters Score -53240.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Entering Unmasked Estep 
Score: -175752.500000 Penalty: 1742.333496
	Iteration 0F: 2 clusters Score -175752.5 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 560 members 
Entering Unmasked Estep 
Score: -173743.453125 Penalty: 3484.666992
	Iteration 0F: 3 clusters Score -173743.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -174153.421875 Penalty: 3484.666992
	Iteration 1F: 3 clusters Score -174153.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -174361.625000 Penalty: 3484.666992
	Iteration 2F: 3 clusters Score -174361.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -174492.234375 Penalty: 3484.666992
	Iteration 3F: 3 clusters Score -174492.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -174580.203125 Penalty: 3484.666992
	Iteration 4Q: 3 clusters Score -174580.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -174637.437500 Penalty: 3484.666992
	Iteration 5Q: 3 clusters Score -174637.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -174685.718750 Penalty: 3484.666992
	Iteration 6Q: 3 clusters Score -174685.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -174721.015625 Penalty: 3484.666992
	Iteration 7Q: 3 clusters Score -174721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -174752.296875 Penalty: 3484.666992
	Iteration 8Q: 3 clusters Score -174752.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -174783.656250 Penalty: 3484.666992
	Iteration 9Q: 3 clusters Score -174783.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -174815.593750 Penalty: 3484.666992
	Iteration 10Q: 3 clusters Score -174815.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -174843.421875 Penalty: 3484.666992
	Iteration 11Q: 3 clusters Score -174843.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -174869.531250 Penalty: 3484.666992
	Iteration 12Q: 3 clusters Score -174869.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -174877.078125 Penalty: 3484.666992
	Iteration 13Q: 3 clusters Score -174877.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -174881.890625 Penalty: 3484.666992
	Iteration 14Q: 3 clusters Score -174881.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -174886.109375 Penalty: 3484.666992
	Iteration 15Q: 3 clusters Score -174886.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -174887.296875 Penalty: 3484.666992
	Iteration 16Q: 3 clusters Score -174887.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -174891.015625 Penalty: 3484.666992
	Iteration 17Q: 3 clusters Score -174891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -174892.515625 Penalty: 3484.666992
	Iteration 18Q: 3 clusters Score -174892.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -174893.921875 Penalty: 3484.666992
	Iteration 19Q: 3 clusters Score -174893.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -174899.109375 Penalty: 3484.666992
	Iteration 20F: 3 clusters Score -174899.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -174934.859375 Penalty: 3484.666992
	Iteration 21Q: 3 clusters Score -174934.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -175105.062500 Penalty: 3484.666992
	Iteration 22Q: 3 clusters Score -175105.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -175153.453125 Penalty: 3484.666992
	Iteration 23Q: 3 clusters Score -175153.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -175167.468750 Penalty: 3484.666992
	Iteration 24Q: 3 clusters Score -175167.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -175168.625000 Penalty: 3484.666992
	Iteration 25Q: 3 clusters Score -175168.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -175170.187500 Penalty: 3484.666992
	Iteration 26Q: 3 clusters Score -175170.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -175170.187500 Penalty: 3484.666992
	Iteration 27F: 3 clusters Score -175170.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (48278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48278 members 
Entering Unmasked Estep 
Score: -8957486.000000 Penalty: 2674.613281
	Iteration 0F: 2 clusters Score -8957486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -8928415.000000 Penalty: 5349.226562
	Iteration 0F: 3 clusters Score -8928415 nChanged 22278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -8940863.000000 Penalty: 5349.226562
	Iteration 1F: 3 clusters Score -8940863 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -8941613.000000 Penalty: 5349.226562
	Iteration 2Q: 3 clusters Score -8941613 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -8942376.000000 Penalty: 5349.226562
	Iteration 3Q: 3 clusters Score -8942376 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -8943319.000000 Penalty: 5349.226562
	Iteration 4Q: 3 clusters Score -8943319 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -8944750.000000 Penalty: 5349.226562
	Iteration 5F: 3 clusters Score -8944750 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -8946790.000000 Penalty: 5349.226562
	Iteration 6F: 3 clusters Score -8946790 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37671 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -8949466.000000 Penalty: 5349.226562
	Iteration 7F: 3 clusters Score -8949466 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -8952187.000000 Penalty: 5349.226562
	Iteration 8F: 3 clusters Score -8952187 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -8954082.000000 Penalty: 5349.226562
	Iteration 9F: 3 clusters Score -8954082 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45559 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -8954892.000000 Penalty: 5349.226562
	Iteration 10Q: 3 clusters Score -8954892 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46806 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -8955186.000000 Penalty: 5349.226562
	Iteration 11Q: 3 clusters Score -8955186 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47457 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8955288.000000 Penalty: 5349.226562
	Iteration 12Q: 3 clusters Score -8955288 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8955323.000000 Penalty: 5349.226562
	Iteration 13Q: 3 clusters Score -8955323 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47866 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -8955394.000000 Penalty: 5349.226562
	Iteration 14Q: 3 clusters Score -8955394 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47908 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -8955463.000000 Penalty: 5349.226562
	Iteration 15Q: 3 clusters Score -8955463 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47925 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -8955537.000000 Penalty: 5349.226562
	Iteration 16Q: 3 clusters Score -8955537 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47922 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -8955621.000000 Penalty: 5349.226562
	Iteration 17Q: 3 clusters Score -8955621 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47909 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8955794.000000 Penalty: 5349.226562
	Iteration 18Q: 3 clusters Score -8955794 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47897 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -8956018.000000 Penalty: 5349.226562
	Iteration 19Q: 3 clusters Score -8956018 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47919 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8956311.000000 Penalty: 5349.226562
	Iteration 20F: 3 clusters Score -8956311 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47949 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8956766.000000 Penalty: 5349.226562
	Iteration 21Q: 3 clusters Score -8956766 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47980 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8957431.000000 Penalty: 5349.226562
	Iteration 22Q: 3 clusters Score -8957431 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48012 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -8958123.000000 Penalty: 5349.226562
	Iteration 23Q: 3 clusters Score -8958123 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48050 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -8958826.000000 Penalty: 5349.226562
	Iteration 24Q: 3 clusters Score -8958826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -8959098.000000 Penalty: 5349.226562
	Iteration 25Q: 3 clusters Score -8959098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48071 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -8959161.000000 Penalty: 5349.226562
	Iteration 26Q: 3 clusters Score -8959161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48074 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -8959185.000000 Penalty: 5349.226562
	Iteration 27Q: 3 clusters Score -8959185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48075 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -8959198.000000 Penalty: 5349.226562
	Iteration 28Q: 3 clusters Score -8959198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48075 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -8959233.000000 Penalty: 5349.226562
	Iteration 29F: 3 clusters Score -8959233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48069 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8959271.000000 Penalty: 5349.226562
	Iteration 30Q: 3 clusters Score -8959271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48069 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -8959273.000000 Penalty: 5349.226562
	Iteration 31F: 3 clusters Score -8959273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48068 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8959284.000000 Penalty: 5349.226562
	Iteration 32Q: 3 clusters Score -8959284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48068 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8959284.000000 Penalty: 5349.226562
	Iteration 33F: 3 clusters Score -8959284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 1508 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45488 members 
Mstep: Class 5 contains 47783 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1125 members 
Mstep: Class 8 contains 48068 members 
Mstep: Class 9 contains 45823 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1301 members 
Mstep: Class 13 contains 44438 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 49589 members 
Mstep: Class 16 contains 764 members 
Mstep: Class 17 contains 27092 members 
Mstep: Class 18 contains 42646 members 
Mstep: Class 19 contains 50752 members 
Mstep: Class 20 contains 49529 members 
Mstep: Class 21 contains 49697 members 
Mstep: Class 22 contains 47609 members 
Mstep: Class 23 contains 9751 members 
Mstep: Class 24 contains 8171 members 
Mstep: Class 25 contains 210 members 
Entering Unmasked Estep 
Score: -111206232.000000 Penalty: 82671.179688
Splitting cluster 8 changes total score from -111204888.000000 to -111206232.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 9 (45823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45823 members 
Entering Unmasked Estep 
Score: -8405821.000000 Penalty: 2661.670166
	Iteration 0F: 2 clusters Score -8405821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -8376474.000000 Penalty: 5323.340332
	Iteration 0F: 3 clusters Score -8376474 nChanged 20990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -8388291.500000 Penalty: 5323.340332
	Iteration 1F: 3 clusters Score -8388292 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -8389161.000000 Penalty: 5323.340332
	Iteration 2Q: 3 clusters Score -8389161 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25470 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -8390369.000000 Penalty: 5323.340332
	Iteration 3F: 3 clusters Score -8390369 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -8392050.000000 Penalty: 5323.340332
	Iteration 4F: 3 clusters Score -8392050 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -8394199.000000 Penalty: 5323.340332
	Iteration 5F: 3 clusters Score -8394199 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -8396769.000000 Penalty: 5323.340332
	Iteration 6F: 3 clusters Score -8396769 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32594 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -8399222.000000 Penalty: 5323.340332
	Iteration 7F: 3 clusters Score -8399222 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -8401026.000000 Penalty: 5323.340332
	Iteration 8F: 3 clusters Score -8401026 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -8402160.000000 Penalty: 5323.340332
	Iteration 9Q: 3 clusters Score -8402160 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35657 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -8402655.000000 Penalty: 5323.340332
	Iteration 10Q: 3 clusters Score -8402655 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -8402901.000000 Penalty: 5323.340332
	Iteration 11Q: 3 clusters Score -8402901 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36748 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -8403172.000000 Penalty: 5323.340332
	Iteration 12Q: 3 clusters Score -8403172 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -8403323.000000 Penalty: 5323.340332
	Iteration 13Q: 3 clusters Score -8403323 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -8403499.000000 Penalty: 5323.340332
	Iteration 14Q: 3 clusters Score -8403499 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -8403660.000000 Penalty: 5323.340332
	Iteration 15Q: 3 clusters Score -8403660 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -8403795.000000 Penalty: 5323.340332
	Iteration 16Q: 3 clusters Score -8403795 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38979 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -8403917.000000 Penalty: 5323.340332
	Iteration 17Q: 3 clusters Score -8403917 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -8403990.000000 Penalty: 5323.340332
	Iteration 18Q: 3 clusters Score -8403990 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -8404082.000000 Penalty: 5323.340332
	Iteration 19Q: 3 clusters Score -8404082 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -8404204.000000 Penalty: 5323.340332
	Iteration 20F: 3 clusters Score -8404204 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -8404339.000000 Penalty: 5323.340332
	Iteration 21Q: 3 clusters Score -8404339 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -8404411.000000 Penalty: 5323.340332
	Iteration 22Q: 3 clusters Score -8404411 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -8404465.000000 Penalty: 5323.340332
	Iteration 23Q: 3 clusters Score -8404465 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -8404502.000000 Penalty: 5323.340332
	Iteration 24Q: 3 clusters Score -8404502 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40942 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -8404576.000000 Penalty: 5323.340332
	Iteration 25Q: 3 clusters Score -8404576 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41121 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -8404616.000000 Penalty: 5323.340332
	Iteration 26Q: 3 clusters Score -8404616 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41271 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -8404620.000000 Penalty: 5323.340332
	Iteration 27Q: 3 clusters Score -8404620 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -8404646.000000 Penalty: 5323.340332
	Iteration 28Q: 3 clusters Score -8404646 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -8404660.000000 Penalty: 5323.340332
	Iteration 29Q: 3 clusters Score -8404660 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -8404669.000000 Penalty: 5323.340332
	Iteration 30Q: 3 clusters Score -8404669 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41710 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -8404672.000000 Penalty: 5323.340332
	Iteration 31Q: 3 clusters Score -8404672 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -8404661.000000 Penalty: 5323.340332
	Iteration 32Q: 3 clusters Score -8404661 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -8404668.000000 Penalty: 5323.340332
	Iteration 33Q: 3 clusters Score -8404668 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -8404672.000000 Penalty: 5323.340332
	Iteration 34Q: 3 clusters Score -8404672 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -8404685.000000 Penalty: 5323.340332
	Iteration 35Q: 3 clusters Score -8404685 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42126 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -8404683.000000 Penalty: 5323.340332
	Iteration 36Q: 3 clusters Score -8404683 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -8404701.000000 Penalty: 5323.340332
	Iteration 37Q: 3 clusters Score -8404701 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -8404705.000000 Penalty: 5323.340332
	Iteration 38Q: 3 clusters Score -8404705 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -8404718.000000 Penalty: 5323.340332
	Iteration 39Q: 3 clusters Score -8404718 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42406 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -8404717.000000 Penalty: 5323.340332
	Iteration 40F: 3 clusters Score -8404717 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -8404711.000000 Penalty: 5323.340332
	Iteration 41Q: 3 clusters Score -8404711 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -8404712.000000 Penalty: 5323.340332
	Iteration 42Q: 3 clusters Score -8404712 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42590 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -8404722.000000 Penalty: 5323.340332
	Iteration 43Q: 3 clusters Score -8404722 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42660 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -8404700.000000 Penalty: 5323.340332
	Iteration 44Q: 3 clusters Score -8404700 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -8404727.000000 Penalty: 5323.340332
	Iteration 45Q: 3 clusters Score -8404727 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42792 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -8404720.000000 Penalty: 5323.340332
	Iteration 46Q: 3 clusters Score -8404720 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -8404724.000000 Penalty: 5323.340332
	Iteration 47Q: 3 clusters Score -8404724 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42892 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -8404738.000000 Penalty: 5323.340332
	Iteration 48Q: 3 clusters Score -8404738 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -8404741.000000 Penalty: 5323.340332
	Iteration 49Q: 3 clusters Score -8404741 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -8404741.000000 Penalty: 5323.340332
	Iteration 50Q: 3 clusters Score -8404741 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -8404740.000000 Penalty: 5323.340332
	Iteration 51Q: 3 clusters Score -8404740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -8404740.000000 Penalty: 5323.340332
	Iteration 52Q: 3 clusters Score -8404740 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -8404734.000000 Penalty: 5323.340332
	Iteration 53Q: 3 clusters Score -8404734 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43048 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -8404734.000000 Penalty: 5323.340332
	Iteration 54Q: 3 clusters Score -8404734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -8404729.000000 Penalty: 5323.340332
	Iteration 55Q: 3 clusters Score -8404729 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -8404715.000000 Penalty: 5323.340332
	Iteration 56Q: 3 clusters Score -8404715 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43109 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -8404713.000000 Penalty: 5323.340332
	Iteration 57Q: 3 clusters Score -8404713 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -8404709.000000 Penalty: 5323.340332
	Iteration 58Q: 3 clusters Score -8404709 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43153 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -8404710.000000 Penalty: 5323.340332
	Iteration 59Q: 3 clusters Score -8404710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -8404707.000000 Penalty: 5323.340332
	Iteration 60F: 3 clusters Score -8404707 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43201 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -8404692.000000 Penalty: 5323.340332
	Iteration 61Q: 3 clusters Score -8404692 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -8404691.000000 Penalty: 5323.340332
	Iteration 62Q: 3 clusters Score -8404691 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -8404694.000000 Penalty: 5323.340332
	Iteration 63Q: 3 clusters Score -8404694 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -8404692.000000 Penalty: 5323.340332
	Iteration 64Q: 3 clusters Score -8404692 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43346 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -8404700.000000 Penalty: 5323.340332
	Iteration 65Q: 3 clusters Score -8404700 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -8404716.000000 Penalty: 5323.340332
	Iteration 66Q: 3 clusters Score -8404716 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -8404717.000000 Penalty: 5323.340332
	Iteration 67Q: 3 clusters Score -8404717 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43435 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -8404710.000000 Penalty: 5323.340332
	Iteration 68Q: 3 clusters Score -8404710 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -8404705.000000 Penalty: 5323.340332
	Iteration 69Q: 3 clusters Score -8404705 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43486 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -8404704.000000 Penalty: 5323.340332
	Iteration 70Q: 3 clusters Score -8404704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43508 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -8404704.000000 Penalty: 5323.340332
	Iteration 71Q: 3 clusters Score -8404704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43520 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -8404708.000000 Penalty: 5323.340332
	Iteration 72Q: 3 clusters Score -8404708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43535 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -8404706.000000 Penalty: 5323.340332
	Iteration 73Q: 3 clusters Score -8404706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43554 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -8404698.000000 Penalty: 5323.340332
	Iteration 74Q: 3 clusters Score -8404698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43574 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -8404702.000000 Penalty: 5323.340332
	Iteration 75Q: 3 clusters Score -8404702 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -8404703.000000 Penalty: 5323.340332
	Iteration 76Q: 3 clusters Score -8404703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43609 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -8404695.000000 Penalty: 5323.340332
	Iteration 77Q: 3 clusters Score -8404695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43624 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -8404702.000000 Penalty: 5323.340332
	Iteration 78Q: 3 clusters Score -8404702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -8404698.000000 Penalty: 5323.340332
	Iteration 79Q: 3 clusters Score -8404698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -8404695.000000 Penalty: 5323.340332
	Iteration 80F: 3 clusters Score -8404695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -8404701.000000 Penalty: 5323.340332
	Iteration 81Q: 3 clusters Score -8404701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -8404691.000000 Penalty: 5323.340332
	Iteration 82Q: 3 clusters Score -8404691 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -8404687.000000 Penalty: 5323.340332
	Iteration 83Q: 3 clusters Score -8404687 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -8404689.000000 Penalty: 5323.340332
	Iteration 84Q: 3 clusters Score -8404689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43733 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -8404686.000000 Penalty: 5323.340332
	Iteration 85Q: 3 clusters Score -8404686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43743 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -8404691.000000 Penalty: 5323.340332
	Iteration 86Q: 3 clusters Score -8404691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43749 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -8404691.000000 Penalty: 5323.340332
	Iteration 87Q: 3 clusters Score -8404691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -8404688.000000 Penalty: 5323.340332
	Iteration 88Q: 3 clusters Score -8404688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43758 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -8404679.000000 Penalty: 5323.340332
	Iteration 89Q: 3 clusters Score -8404679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -8404674.000000 Penalty: 5323.340332
	Iteration 90Q: 3 clusters Score -8404674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43765 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -8404674.000000 Penalty: 5323.340332
	Iteration 91Q: 3 clusters Score -8404674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -8404678.000000 Penalty: 5323.340332
	Iteration 92Q: 3 clusters Score -8404678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -8404678.000000 Penalty: 5323.340332
	Iteration 93F: 3 clusters Score -8404678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Entering Unmasked Estep 
Score: -415325.562500 Penalty: 1936.060669
	Iteration 0F: 2 clusters Score -415325.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -412455.312500 Penalty: 3872.121338
	Iteration 0F: 3 clusters Score -412455.3 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -413408.718750 Penalty: 3872.121338
	Iteration 1F: 3 clusters Score -413408.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -413763.843750 Penalty: 3872.121338
	Iteration 2F: 3 clusters Score -413763.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -413991.531250 Penalty: 3872.121338
	Iteration 3F: 3 clusters Score -413991.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -414196.281250 Penalty: 3872.121338
	Iteration 4Q: 3 clusters Score -414196.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -414356.875000 Penalty: 3872.121338
	Iteration 5Q: 3 clusters Score -414356.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -414479.312500 Penalty: 3872.121338
	Iteration 6Q: 3 clusters Score -414479.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -414552.500000 Penalty: 3872.121338
	Iteration 7Q: 3 clusters Score -414552.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -414595.593750 Penalty: 3872.121338
	Iteration 8Q: 3 clusters Score -414595.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -414620.718750 Penalty: 3872.121338
	Iteration 9Q: 3 clusters Score -414620.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -414650.250000 Penalty: 3872.121338
	Iteration 10Q: 3 clusters Score -414650.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -414670.062500 Penalty: 3872.121338
	Iteration 11Q: 3 clusters Score -414670.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -414691.156250 Penalty: 3872.121338
	Iteration 12Q: 3 clusters Score -414691.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -414709.687500 Penalty: 3872.121338
	Iteration 13Q: 3 clusters Score -414709.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -414721.500000 Penalty: 3872.121338
	Iteration 14Q: 3 clusters Score -414721.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -414731.468750 Penalty: 3872.121338
	Iteration 15Q: 3 clusters Score -414731.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -414737.750000 Penalty: 3872.121338
	Iteration 16Q: 3 clusters Score -414737.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -414744.625000 Penalty: 3872.121338
	Iteration 17Q: 3 clusters Score -414744.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -414746.812500 Penalty: 3872.121338
	Iteration 18Q: 3 clusters Score -414746.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -414749.656250 Penalty: 3872.121338
	Iteration 19Q: 3 clusters Score -414749.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -414753.375000 Penalty: 3872.121338
	Iteration 20F: 3 clusters Score -414753.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -414754.718750 Penalty: 3872.121338
	Iteration 21Q: 3 clusters Score -414754.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -414754.968750 Penalty: 3872.121338
	Iteration 22Q: 3 clusters Score -414755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -414755.250000 Penalty: 3872.121338
	Iteration 23Q: 3 clusters Score -414755.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -414755.843750 Penalty: 3872.121338
	Iteration 24Q: 3 clusters Score -414755.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -414755.843750 Penalty: 3872.121338
	Iteration 25F: 3 clusters Score -414755.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Entering Unmasked Estep 
Score: -129345.523438 Penalty: 1645.062988
	Iteration 0F: 2 clusters Score -129345.5 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 395 members 
Entering Unmasked Estep 
Score: -127626.046875 Penalty: 3290.125977
	Iteration 0F: 3 clusters Score -127626 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -127872.679688 Penalty: 3290.125977
	Iteration 1F: 3 clusters Score -127872.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -128019.007812 Penalty: 3290.125977
	Iteration 2F: 3 clusters Score -128019 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -128200.171875 Penalty: 3290.125977
	Iteration 3F: 3 clusters Score -128200.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -128311.500000 Penalty: 3290.125977
	Iteration 4Q: 3 clusters Score -128311.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -128383.679688 Penalty: 3290.125977
	Iteration 5Q: 3 clusters Score -128383.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -128430.242188 Penalty: 3290.125977
	Iteration 6Q: 3 clusters Score -128430.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -128488.234375 Penalty: 3290.125977
	Iteration 7Q: 3 clusters Score -128488.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -128535.945312 Penalty: 3290.125977
	Iteration 8Q: 3 clusters Score -128535.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -128579.359375 Penalty: 3290.125977
	Iteration 9Q: 3 clusters Score -128579.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -128636.523438 Penalty: 3290.125977
	Iteration 10Q: 3 clusters Score -128636.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -128724.031250 Penalty: 3290.125977
	Iteration 11Q: 3 clusters Score -128724 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -128855.242188 Penalty: 3290.125977
	Iteration 12Q: 3 clusters Score -128855.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -128987.585938 Penalty: 3290.125977
	Iteration 13Q: 3 clusters Score -128987.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -129028.242188 Penalty: 3290.125977
	Iteration 14Q: 3 clusters Score -129028.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -129059.601562 Penalty: 3290.125977
	Iteration 15Q: 3 clusters Score -129059.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -129075.609375 Penalty: 3290.125977
	Iteration 16Q: 3 clusters Score -129075.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -129079.820312 Penalty: 3290.125977
	Iteration 17Q: 3 clusters Score -129079.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -129085.210938 Penalty: 3290.125977
	Iteration 18F: 3 clusters Score -129085.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -129095.578125 Penalty: 3290.125977
	Iteration 19Q: 3 clusters Score -129095.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -129095.578125 Penalty: 3290.125977
	Iteration 20F: 3 clusters Score -129095.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Entering Unmasked Estep 
Score: -225730.062500 Penalty: 1778.380371
	Iteration 0F: 2 clusters Score -225730.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -223624.312500 Penalty: 3556.760742
	Iteration 0F: 3 clusters Score -223624.3 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -223993.140625 Penalty: 3556.760742
	Iteration 1F: 3 clusters Score -223993.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -224268.296875 Penalty: 3556.760742
	Iteration 2F: 3 clusters Score -224268.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -224531.265625 Penalty: 3556.760742
	Iteration 3F: 3 clusters Score -224531.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -224727.906250 Penalty: 3556.760742
	Iteration 4F: 3 clusters Score -224727.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -224910.625000 Penalty: 3556.760742
	Iteration 5Q: 3 clusters Score -224910.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -225082.859375 Penalty: 3556.760742
	Iteration 6Q: 3 clusters Score -225082.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -225251.750000 Penalty: 3556.760742
	Iteration 7Q: 3 clusters Score -225251.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -225393.687500 Penalty: 3556.760742
	Iteration 8Q: 3 clusters Score -225393.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -225481.031250 Penalty: 3556.760742
	Iteration 9Q: 3 clusters Score -225481 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -225515.750000 Penalty: 3556.760742
	Iteration 10Q: 3 clusters Score -225515.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -225544.296875 Penalty: 3556.760742
	Iteration 11Q: 3 clusters Score -225544.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -225568.078125 Penalty: 3556.760742
	Iteration 12Q: 3 clusters Score -225568.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -225584.562500 Penalty: 3556.760742
	Iteration 13Q: 3 clusters Score -225584.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -225590.828125 Penalty: 3556.760742
	Iteration 14Q: 3 clusters Score -225590.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -225591.562500 Penalty: 3556.760742
	Iteration 15Q: 3 clusters Score -225591.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -225592.234375 Penalty: 3556.760742
	Iteration 16Q: 3 clusters Score -225592.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -225592.234375 Penalty: 3556.760742
	Iteration 17F: 3 clusters Score -225592.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44438 members 
Entering Unmasked Estep 
Score: -8128924.500000 Penalty: 2654.058838
	Iteration 0F: 2 clusters Score -8128924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -8100038.000000 Penalty: 5308.117676
	Iteration 0F: 3 clusters Score -8100038 nChanged 20451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -8111915.500000 Penalty: 5308.117676
	Iteration 1F: 3 clusters Score -8111916 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -8113512.500000 Penalty: 5308.117676
	Iteration 2F: 3 clusters Score -8113512 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -8115603.000000 Penalty: 5308.117676
	Iteration 3F: 3 clusters Score -8115603 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -8118276.500000 Penalty: 5308.117676
	Iteration 4F: 3 clusters Score -8118276 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29864 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -8121278.000000 Penalty: 5308.117676
	Iteration 5F: 3 clusters Score -8121278 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -8124157.500000 Penalty: 5308.117676
	Iteration 6F: 3 clusters Score -8124158 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -8126034.500000 Penalty: 5308.117676
	Iteration 7Q: 3 clusters Score -8126034 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34224 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -8126800.500000 Penalty: 5308.117676
	Iteration 8Q: 3 clusters Score -8126800 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -8127114.500000 Penalty: 5308.117676
	Iteration 9Q: 3 clusters Score -8127114 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -8127358.500000 Penalty: 5308.117676
	Iteration 10Q: 3 clusters Score -8127358 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35896 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -8127488.000000 Penalty: 5308.117676
	Iteration 11Q: 3 clusters Score -8127488 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -8127641.000000 Penalty: 5308.117676
	Iteration 12Q: 3 clusters Score -8127641 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -8127719.000000 Penalty: 5308.117676
	Iteration 13Q: 3 clusters Score -8127719 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -8127833.000000 Penalty: 5308.117676
	Iteration 14Q: 3 clusters Score -8127833 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -8127926.000000 Penalty: 5308.117676
	Iteration 15Q: 3 clusters Score -8127926 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -8128001.000000 Penalty: 5308.117676
	Iteration 16Q: 3 clusters Score -8128001 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -8128038.500000 Penalty: 5308.117676
	Iteration 17Q: 3 clusters Score -8128038 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -8128089.500000 Penalty: 5308.117676
	Iteration 18Q: 3 clusters Score -8128090 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -8128144.500000 Penalty: 5308.117676
	Iteration 19Q: 3 clusters Score -8128144 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -8128182.000000 Penalty: 5308.117676
	Iteration 20F: 3 clusters Score -8128182 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -8128216.000000 Penalty: 5308.117676
	Iteration 21Q: 3 clusters Score -8128216 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -8128233.500000 Penalty: 5308.117676
	Iteration 22Q: 3 clusters Score -8128234 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40088 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -8128255.500000 Penalty: 5308.117676
	Iteration 23Q: 3 clusters Score -8128256 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -8128268.500000 Penalty: 5308.117676
	Iteration 24Q: 3 clusters Score -8128268 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -8128299.000000 Penalty: 5308.117676
	Iteration 25Q: 3 clusters Score -8128299 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -8128308.000000 Penalty: 5308.117676
	Iteration 26Q: 3 clusters Score -8128308 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -8128310.500000 Penalty: 5308.117676
	Iteration 27Q: 3 clusters Score -8128310 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -8128330.500000 Penalty: 5308.117676
	Iteration 28Q: 3 clusters Score -8128330 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -8128332.000000 Penalty: 5308.117676
	Iteration 29Q: 3 clusters Score -8128332 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -8128323.500000 Penalty: 5308.117676
	Iteration 30Q: 3 clusters Score -8128324 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -8128328.500000 Penalty: 5308.117676
	Iteration 31Q: 3 clusters Score -8128328 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41301 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -8128310.500000 Penalty: 5308.117676
	Iteration 32Q: 3 clusters Score -8128310 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -8128294.500000 Penalty: 5308.117676
	Iteration 33Q: 3 clusters Score -8128294 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -8128315.500000 Penalty: 5308.117676
	Iteration 34Q: 3 clusters Score -8128316 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -8128316.000000 Penalty: 5308.117676
	Iteration 35Q: 3 clusters Score -8128316 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -8128307.000000 Penalty: 5308.117676
	Iteration 36Q: 3 clusters Score -8128307 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41642 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -8128315.000000 Penalty: 5308.117676
	Iteration 37Q: 3 clusters Score -8128315 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -8128307.000000 Penalty: 5308.117676
	Iteration 38Q: 3 clusters Score -8128307 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -8128306.500000 Penalty: 5308.117676
	Iteration 39Q: 3 clusters Score -8128306 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -8128306.500000 Penalty: 5308.117676
	Iteration 40F: 3 clusters Score -8128306 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -8128300.000000 Penalty: 5308.117676
	Iteration 41Q: 3 clusters Score -8128300 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -8128278.000000 Penalty: 5308.117676
	Iteration 42Q: 3 clusters Score -8128278 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -8128242.000000 Penalty: 5308.117676
	Iteration 43Q: 3 clusters Score -8128242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41890 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -8128244.500000 Penalty: 5308.117676
	Iteration 44Q: 3 clusters Score -8128244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -8128251.000000 Penalty: 5308.117676
	Iteration 45Q: 3 clusters Score -8128251 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -8128252.500000 Penalty: 5308.117676
	Iteration 46Q: 3 clusters Score -8128252 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -8128260.500000 Penalty: 5308.117676
	Iteration 47Q: 3 clusters Score -8128260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -8128267.000000 Penalty: 5308.117676
	Iteration 48Q: 3 clusters Score -8128267 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42042 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -8128282.000000 Penalty: 5308.117676
	Iteration 49Q: 3 clusters Score -8128282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -8128257.500000 Penalty: 5308.117676
	Iteration 50Q: 3 clusters Score -8128258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -8128249.000000 Penalty: 5308.117676
	Iteration 51Q: 3 clusters Score -8128249 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42113 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -8128253.000000 Penalty: 5308.117676
	Iteration 52Q: 3 clusters Score -8128253 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -8128251.500000 Penalty: 5308.117676
	Iteration 53Q: 3 clusters Score -8128252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -8128249.000000 Penalty: 5308.117676
	Iteration 54Q: 3 clusters Score -8128249 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -8128262.000000 Penalty: 5308.117676
	Iteration 55Q: 3 clusters Score -8128262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42199 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -8128254.000000 Penalty: 5308.117676
	Iteration 56Q: 3 clusters Score -8128254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -8128258.500000 Penalty: 5308.117676
	Iteration 57Q: 3 clusters Score -8128258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42232 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -8128250.500000 Penalty: 5308.117676
	Iteration 58Q: 3 clusters Score -8128250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42250 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -8128260.000000 Penalty: 5308.117676
	Iteration 59Q: 3 clusters Score -8128260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42262 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -8128248.500000 Penalty: 5308.117676
	Iteration 60F: 3 clusters Score -8128248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42271 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -8128251.000000 Penalty: 5308.117676
	Iteration 61Q: 3 clusters Score -8128251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -8128250.000000 Penalty: 5308.117676
	Iteration 62Q: 3 clusters Score -8128250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -8128245.500000 Penalty: 5308.117676
	Iteration 63Q: 3 clusters Score -8128246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -8128242.000000 Penalty: 5308.117676
	Iteration 64Q: 3 clusters Score -8128242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42296 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -8128246.000000 Penalty: 5308.117676
	Iteration 65Q: 3 clusters Score -8128246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -8128242.500000 Penalty: 5308.117676
	Iteration 66Q: 3 clusters Score -8128242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -8128243.000000 Penalty: 5308.117676
	Iteration 67Q: 3 clusters Score -8128243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42326 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -8128239.000000 Penalty: 5308.117676
	Iteration 68Q: 3 clusters Score -8128239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42335 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -8128233.500000 Penalty: 5308.117676
	Iteration 69Q: 3 clusters Score -8128234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42344 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -8128235.500000 Penalty: 5308.117676
	Iteration 70Q: 3 clusters Score -8128236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -8128237.000000 Penalty: 5308.117676
	Iteration 71Q: 3 clusters Score -8128237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42361 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -8128235.000000 Penalty: 5308.117676
	Iteration 72Q: 3 clusters Score -8128235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42370 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -8128236.500000 Penalty: 5308.117676
	Iteration 73Q: 3 clusters Score -8128236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -8128234.000000 Penalty: 5308.117676
	Iteration 74Q: 3 clusters Score -8128234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -8128223.500000 Penalty: 5308.117676
	Iteration 75Q: 3 clusters Score -8128224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -8128228.000000 Penalty: 5308.117676
	Iteration 76Q: 3 clusters Score -8128228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42417 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -8128224.500000 Penalty: 5308.117676
	Iteration 77Q: 3 clusters Score -8128224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42433 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -8128220.000000 Penalty: 5308.117676
	Iteration 78Q: 3 clusters Score -8128220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -8128227.500000 Penalty: 5308.117676
	Iteration 79Q: 3 clusters Score -8128228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42464 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -8128223.500000 Penalty: 5308.117676
	Iteration 80F: 3 clusters Score -8128224 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42483 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -8128228.000000 Penalty: 5308.117676
	Iteration 81Q: 3 clusters Score -8128228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -8128229.500000 Penalty: 5308.117676
	Iteration 82Q: 3 clusters Score -8128230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42516 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -8128223.000000 Penalty: 5308.117676
	Iteration 83Q: 3 clusters Score -8128223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42527 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -8128225.000000 Penalty: 5308.117676
	Iteration 84Q: 3 clusters Score -8128225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -8128229.000000 Penalty: 5308.117676
	Iteration 85Q: 3 clusters Score -8128229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -8128233.000000 Penalty: 5308.117676
	Iteration 86Q: 3 clusters Score -8128233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -8128227.500000 Penalty: 5308.117676
	Iteration 87Q: 3 clusters Score -8128228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -8128218.000000 Penalty: 5308.117676
	Iteration 88Q: 3 clusters Score -8128218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42570 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -8128217.500000 Penalty: 5308.117676
	Iteration 89Q: 3 clusters Score -8128218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -8128210.500000 Penalty: 5308.117676
	Iteration 90Q: 3 clusters Score -8128210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -8128210.000000 Penalty: 5308.117676
	Iteration 91Q: 3 clusters Score -8128210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42603 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -8128214.000000 Penalty: 5308.117676
	Iteration 92Q: 3 clusters Score -8128214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -8128208.000000 Penalty: 5308.117676
	Iteration 93Q: 3 clusters Score -8128208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -8128203.500000 Penalty: 5308.117676
	Iteration 94Q: 3 clusters Score -8128204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42632 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -8128197.000000 Penalty: 5308.117676
	Iteration 95Q: 3 clusters Score -8128197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -8128202.500000 Penalty: 5308.117676
	Iteration 96Q: 3 clusters Score -8128202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -8128197.000000 Penalty: 5308.117676
	Iteration 97Q: 3 clusters Score -8128197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42655 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -8128200.000000 Penalty: 5308.117676
	Iteration 98Q: 3 clusters Score -8128200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -8128198.500000 Penalty: 5308.117676
	Iteration 99Q: 3 clusters Score -8128198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -8128195.000000 Penalty: 5308.117676
	Iteration 100F: 3 clusters Score -8128195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -8128196.500000 Penalty: 5308.117676
	Iteration 101Q: 3 clusters Score -8128196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -8128187.500000 Penalty: 5308.117676
	Iteration 102Q: 3 clusters Score -8128188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -8128186.000000 Penalty: 5308.117676
	Iteration 103Q: 3 clusters Score -8128186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -8128181.500000 Penalty: 5308.117676
	Iteration 104Q: 3 clusters Score -8128182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42679 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -8128182.000000 Penalty: 5308.117676
	Iteration 105Q: 3 clusters Score -8128182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -8128192.000000 Penalty: 5308.117676
	Iteration 106Q: 3 clusters Score -8128192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -8128190.000000 Penalty: 5308.117676
	Iteration 107Q: 3 clusters Score -8128190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42698 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -8128181.500000 Penalty: 5308.117676
	Iteration 108Q: 3 clusters Score -8128182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42705 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -8128193.500000 Penalty: 5308.117676
	Iteration 109Q: 3 clusters Score -8128194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42707 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -8128186.000000 Penalty: 5308.117676
	Iteration 110Q: 3 clusters Score -8128186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42708 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -8128183.500000 Penalty: 5308.117676
	Iteration 111Q: 3 clusters Score -8128184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -8128185.500000 Penalty: 5308.117676
	Iteration 112Q: 3 clusters Score -8128186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -8128183.000000 Penalty: 5308.117676
	Iteration 113Q: 3 clusters Score -8128183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42716 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -8128190.000000 Penalty: 5308.117676
	Iteration 114Q: 3 clusters Score -8128190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42722 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -8128174.500000 Penalty: 5308.117676
	Iteration 115Q: 3 clusters Score -8128174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42722 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -8128174.500000 Penalty: 5308.117676
	Iteration 116F: 3 clusters Score -8128174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Entering Unmasked Estep 
Score: -75824.835938 Penalty: 1585.195435
	Iteration 0F: 2 clusters Score -75824.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -74310.781250 Penalty: 3170.390869
	Iteration 0F: 3 clusters Score -74310.78 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -74737.179688 Penalty: 3170.390869
	Iteration 1F: 3 clusters Score -74737.18 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -74936.062500 Penalty: 3170.390869
	Iteration 2F: 3 clusters Score -74936.06 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -75031.625000 Penalty: 3170.390869
	Iteration 3Q: 3 clusters Score -75031.62 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -75126.375000 Penalty: 3170.390869
	Iteration 4Q: 3 clusters Score -75126.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -75201.226562 Penalty: 3170.390869
	Iteration 5Q: 3 clusters Score -75201.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -75287.632812 Penalty: 3170.390869
	Iteration 6Q: 3 clusters Score -75287.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -75347.015625 Penalty: 3170.390869
	Iteration 7Q: 3 clusters Score -75347.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -75367.757812 Penalty: 3170.390869
	Iteration 8Q: 3 clusters Score -75367.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -75372.179688 Penalty: 3170.390869
	Iteration 9Q: 3 clusters Score -75372.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -75374.289062 Penalty: 3170.390869
	Iteration 10Q: 3 clusters Score -75374.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -75376.507812 Penalty: 3170.390869
	Iteration 11Q: 3 clusters Score -75376.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -75377.609375 Penalty: 3170.390869
	Iteration 12Q: 3 clusters Score -75377.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -75381.078125 Penalty: 3170.390869
	Iteration 13Q: 3 clusters Score -75381.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -75384.000000 Penalty: 3170.390869
	Iteration 14Q: 3 clusters Score -75384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -75387.835938 Penalty: 3170.390869
	Iteration 15Q: 3 clusters Score -75387.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -75387.960938 Penalty: 3170.390869
	Iteration 16F: 3 clusters Score -75387.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -75391.968750 Penalty: 3170.390869
	Iteration 17Q: 3 clusters Score -75391.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -75398.265625 Penalty: 3170.390869
	Iteration 18Q: 3 clusters Score -75398.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -75398.265625 Penalty: 3170.390869
	Iteration 19F: 3 clusters Score -75398.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (49589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Entering Unmasked Estep 
Score: -8984711.000000 Penalty: 2681.258057
	Iteration 0F: 2 clusters Score -8984711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -8953594.000000 Penalty: 5362.516113
	Iteration 0F: 3 clusters Score -8953594 nChanged 22884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -8965957.000000 Penalty: 5362.516113
	Iteration 1F: 3 clusters Score -8965957 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24527 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -8966324.000000 Penalty: 5362.516113
	Iteration 2Q: 3 clusters Score -8966324 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -8966608.000000 Penalty: 5362.516113
	Iteration 3Q: 3 clusters Score -8966608 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -8966885.000000 Penalty: 5362.516113
	Iteration 4Q: 3 clusters Score -8966885 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -8967106.000000 Penalty: 5362.516113
	Iteration 5Q: 3 clusters Score -8967106 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -8967365.000000 Penalty: 5362.516113
	Iteration 6Q: 3 clusters Score -8967365 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 26959 members 
Entering Unmasked Estep 
Score: -8967627.000000 Penalty: 5362.516113
	Iteration 7Q: 3 clusters Score -8967627 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -8967925.000000 Penalty: 5362.516113
	Iteration 8Q: 3 clusters Score -8967925 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -8968386.000000 Penalty: 5362.516113
	Iteration 9Q: 3 clusters Score -8968386 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -8969121.000000 Penalty: 5362.516113
	Iteration 10Q: 3 clusters Score -8969121 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -8970420.000000 Penalty: 5362.516113
	Iteration 11Q: 3 clusters Score -8970420 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -8972492.000000 Penalty: 5362.516113
	Iteration 12F: 3 clusters Score -8972492 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -8975668.000000 Penalty: 5362.516113
	Iteration 13F: 3 clusters Score -8975668 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -8979180.000000 Penalty: 5362.516113
	Iteration 14F: 3 clusters Score -8979180 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 46562 members 
Entering Unmasked Estep 
Score: -8981337.000000 Penalty: 5362.516113
	Iteration 15F: 3 clusters Score -8981337 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 48254 members 
Entering Unmasked Estep 
Score: -8982005.000000 Penalty: 5362.516113
	Iteration 16Q: 3 clusters Score -8982005 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 48964 members 
Entering Unmasked Estep 
Score: -8982261.000000 Penalty: 5362.516113
	Iteration 17Q: 3 clusters Score -8982261 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 49200 members 
Entering Unmasked Estep 
Score: -8982389.000000 Penalty: 5362.516113
	Iteration 18Q: 3 clusters Score -8982389 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 49275 members 
Entering Unmasked Estep 
Score: -8982423.000000 Penalty: 5362.516113
	Iteration 19Q: 3 clusters Score -8982423 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 49312 members 
Entering Unmasked Estep 
Score: -8982440.000000 Penalty: 5362.516113
	Iteration 20F: 3 clusters Score -8982440 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 49331 members 
Entering Unmasked Estep 
Score: -8982471.000000 Penalty: 5362.516113
	Iteration 21Q: 3 clusters Score -8982471 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
Score: -8982497.000000 Penalty: 5362.516113
	Iteration 22Q: 3 clusters Score -8982497 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 49355 members 
Entering Unmasked Estep 
Score: -8982509.000000 Penalty: 5362.516113
	Iteration 23Q: 3 clusters Score -8982509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 49357 members 
Entering Unmasked Estep 
Score: -8982511.000000 Penalty: 5362.516113
	Iteration 24Q: 3 clusters Score -8982511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 49357 members 
Entering Unmasked Estep 
Score: -8982511.000000 Penalty: 5362.516113
	Iteration 25F: 3 clusters Score -8982511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -106323.882812 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -106323.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -104691.960938 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -104692 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -105611.453125 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -105611.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -106542.453125 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -106542.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -106972.226562 Penalty: 3292.729736
	Iteration 3F: 3 clusters Score -106972.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -107145.320312 Penalty: 3292.729736
	Iteration 4Q: 3 clusters Score -107145.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -107182.968750 Penalty: 3292.729736
	Iteration 5Q: 3 clusters Score -107183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -107209.296875 Penalty: 3292.729736
	Iteration 6Q: 3 clusters Score -107209.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -107214.367188 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -107214.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -107217.195312 Penalty: 3292.729736
	Iteration 8F: 3 clusters Score -107217.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -107221.265625 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -107221.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -107222.507812 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -107222.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -107222.507812 Penalty: 3292.729736
	Iteration 11F: 3 clusters Score -107222.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 1508 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45488 members 
Mstep: Class 5 contains 47783 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1125 members 
Mstep: Class 8 contains 48068 members 
Mstep: Class 9 contains 45823 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1301 members 
Mstep: Class 13 contains 44438 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 49589 members 
Mstep: Class 16 contains 334 members 
Mstep: Class 17 contains 27092 members 
Mstep: Class 18 contains 42646 members 
Mstep: Class 19 contains 50752 members 
Mstep: Class 20 contains 49529 members 
Mstep: Class 21 contains 49697 members 
Mstep: Class 22 contains 47609 members 
Mstep: Class 23 contains 9751 members 
Mstep: Class 24 contains 8171 members 
Mstep: Class 25 contains 210 members 
Mstep: Class 26 contains 430 members 
Entering Unmasked Estep 
Score: -111205472.000000 Penalty: 85978.023438
Splitting cluster 16 changes total score from -111204888.000000 to -111205472.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 17 (27092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Entering Unmasked Estep 
Score: -4810992.500000 Penalty: 2531.334473
	Iteration 0F: 2 clusters Score -4810992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -4792258.500000 Penalty: 5062.668945
	Iteration 0F: 3 clusters Score -4792258 nChanged 12193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -4798755.500000 Penalty: 5062.668945
	Iteration 1F: 3 clusters Score -4798756 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -4799081.000000 Penalty: 5062.668945
	Iteration 2Q: 3 clusters Score -4799081 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -4799361.000000 Penalty: 5062.668945
	Iteration 3Q: 3 clusters Score -4799361 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -4799584.000000 Penalty: 5062.668945
	Iteration 4Q: 3 clusters Score -4799584 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -4799808.500000 Penalty: 5062.668945
	Iteration 5Q: 3 clusters Score -4799808 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -4800021.000000 Penalty: 5062.668945
	Iteration 6Q: 3 clusters Score -4800021 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -4800275.500000 Penalty: 5062.668945
	Iteration 7Q: 3 clusters Score -4800276 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -4800602.500000 Penalty: 5062.668945
	Iteration 8Q: 3 clusters Score -4800602 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -4800988.500000 Penalty: 5062.668945
	Iteration 9Q: 3 clusters Score -4800988 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -4801578.500000 Penalty: 5062.668945
	Iteration 10Q: 3 clusters Score -4801578 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -4802550.500000 Penalty: 5062.668945
	Iteration 11F: 3 clusters Score -4802550 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -4803909.500000 Penalty: 5062.668945
	Iteration 12F: 3 clusters Score -4803910 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -4805527.500000 Penalty: 5062.668945
	Iteration 13F: 3 clusters Score -4805528 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -4807009.500000 Penalty: 5062.668945
	Iteration 14F: 3 clusters Score -4807010 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -4807948.500000 Penalty: 5062.668945
	Iteration 15Q: 3 clusters Score -4807948 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -4808412.000000 Penalty: 5062.668945
	Iteration 16Q: 3 clusters Score -4808412 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -4808570.000000 Penalty: 5062.668945
	Iteration 17Q: 3 clusters Score -4808570 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -4808654.500000 Penalty: 5062.668945
	Iteration 18Q: 3 clusters Score -4808654 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -4808710.500000 Penalty: 5062.668945
	Iteration 19Q: 3 clusters Score -4808710 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -4808739.000000 Penalty: 5062.668945
	Iteration 20F: 3 clusters Score -4808739 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 26837 members 
Entering Unmasked Estep 
Score: -4808776.000000 Penalty: 5062.668945
	Iteration 21Q: 3 clusters Score -4808776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -4808795.500000 Penalty: 5062.668945
	Iteration 22Q: 3 clusters Score -4808796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -4808819.000000 Penalty: 5062.668945
	Iteration 23Q: 3 clusters Score -4808819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -4808827.000000 Penalty: 5062.668945
	Iteration 24Q: 3 clusters Score -4808827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -4808836.500000 Penalty: 5062.668945
	Iteration 25Q: 3 clusters Score -4808836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -4808846.000000 Penalty: 5062.668945
	Iteration 26Q: 3 clusters Score -4808846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 26852 members 
Entering Unmasked Estep 
Score: -4808846.500000 Penalty: 5062.668945
	Iteration 27Q: 3 clusters Score -4808846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -4808846.000000 Penalty: 5062.668945
	Iteration 28Q: 3 clusters Score -4808846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -4808846.500000 Penalty: 5062.668945
	Iteration 29Q: 3 clusters Score -4808846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -4808846.500000 Penalty: 5062.668945
	Iteration 30F: 3 clusters Score -4808846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Entering Unmasked Estep 
Score: -7755926.000000 Penalty: 2643.850830
	Iteration 0F: 2 clusters Score -7755926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -7727503.500000 Penalty: 5287.701660
	Iteration 0F: 3 clusters Score -7727504 nChanged 19376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -7738135.500000 Penalty: 5287.701660
	Iteration 1F: 3 clusters Score -7738136 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -7738586.000000 Penalty: 5287.701660
	Iteration 2Q: 3 clusters Score -7738586 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -7738998.000000 Penalty: 5287.701660
	Iteration 3Q: 3 clusters Score -7738998 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -7739434.000000 Penalty: 5287.701660
	Iteration 4Q: 3 clusters Score -7739434 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -7739842.500000 Penalty: 5287.701660
	Iteration 5Q: 3 clusters Score -7739842 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -7740379.000000 Penalty: 5287.701660
	Iteration 6Q: 3 clusters Score -7740379 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -7741290.000000 Penalty: 5287.701660
	Iteration 7Q: 3 clusters Score -7741290 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -7742606.000000 Penalty: 5287.701660
	Iteration 8Q: 3 clusters Score -7742606 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -7744433.000000 Penalty: 5287.701660
	Iteration 9F: 3 clusters Score -7744433 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -7746365.500000 Penalty: 5287.701660
	Iteration 10F: 3 clusters Score -7746366 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -7748311.000000 Penalty: 5287.701660
	Iteration 11F: 3 clusters Score -7748311 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -7749783.000000 Penalty: 5287.701660
	Iteration 12Q: 3 clusters Score -7749783 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -7750761.500000 Penalty: 5287.701660
	Iteration 13Q: 3 clusters Score -7750762 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -7751533.500000 Penalty: 5287.701660
	Iteration 14Q: 3 clusters Score -7751534 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -7752092.500000 Penalty: 5287.701660
	Iteration 15Q: 3 clusters Score -7752092 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -7752478.500000 Penalty: 5287.701660
	Iteration 16Q: 3 clusters Score -7752478 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40930 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -7752761.000000 Penalty: 5287.701660
	Iteration 17Q: 3 clusters Score -7752761 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41230 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -7752946.500000 Penalty: 5287.701660
	Iteration 18Q: 3 clusters Score -7752946 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -7753111.000000 Penalty: 5287.701660
	Iteration 19Q: 3 clusters Score -7753111 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -7753222.000000 Penalty: 5287.701660
	Iteration 20F: 3 clusters Score -7753222 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41764 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -7753319.000000 Penalty: 5287.701660
	Iteration 21Q: 3 clusters Score -7753319 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -7753383.000000 Penalty: 5287.701660
	Iteration 22Q: 3 clusters Score -7753383 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -7753432.500000 Penalty: 5287.701660
	Iteration 23Q: 3 clusters Score -7753432 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -7753483.500000 Penalty: 5287.701660
	Iteration 24Q: 3 clusters Score -7753484 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -7753513.000000 Penalty: 5287.701660
	Iteration 25Q: 3 clusters Score -7753513 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -7753532.500000 Penalty: 5287.701660
	Iteration 26Q: 3 clusters Score -7753532 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -7753570.000000 Penalty: 5287.701660
	Iteration 27Q: 3 clusters Score -7753570 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -7753589.000000 Penalty: 5287.701660
	Iteration 28Q: 3 clusters Score -7753589 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7753612.000000 Penalty: 5287.701660
	Iteration 29Q: 3 clusters Score -7753612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -7753623.500000 Penalty: 5287.701660
	Iteration 30Q: 3 clusters Score -7753624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42143 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7753631.000000 Penalty: 5287.701660
	Iteration 31Q: 3 clusters Score -7753631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -7753630.000000 Penalty: 5287.701660
	Iteration 32Q: 3 clusters Score -7753630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -7753626.500000 Penalty: 5287.701660
	Iteration 33Q: 3 clusters Score -7753626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42155 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -7753636.000000 Penalty: 5287.701660
	Iteration 34Q: 3 clusters Score -7753636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -7753634.000000 Penalty: 5287.701660
	Iteration 35Q: 3 clusters Score -7753634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -7753637.500000 Penalty: 5287.701660
	Iteration 36Q: 3 clusters Score -7753638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -7753640.000000 Penalty: 5287.701660
	Iteration 37Q: 3 clusters Score -7753640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -7753640.000000 Penalty: 5287.701660
	Iteration 38F: 3 clusters Score -7753640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (50752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50752 members 
Entering Unmasked Estep 
Score: -9359684.000000 Penalty: 2687.007080
	Iteration 0F: 2 clusters Score -9359684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -9329430.000000 Penalty: 5374.014160
	Iteration 0F: 3 clusters Score -9329430 nChanged 23456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -9342239.000000 Penalty: 5374.014160
	Iteration 1F: 3 clusters Score -9342239 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -9342744.000000 Penalty: 5374.014160
	Iteration 2Q: 3 clusters Score -9342744 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -9343363.000000 Penalty: 5374.014160
	Iteration 3Q: 3 clusters Score -9343363 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -9344190.000000 Penalty: 5374.014160
	Iteration 4Q: 3 clusters Score -9344190 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -9345471.000000 Penalty: 5374.014160
	Iteration 5F: 3 clusters Score -9345471 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36183 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -9347650.000000 Penalty: 5374.014160
	Iteration 6F: 3 clusters Score -9347650 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -9350771.000000 Penalty: 5374.014160
	Iteration 7F: 3 clusters Score -9350771 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44210 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -9353889.000000 Penalty: 5374.014160
	Iteration 8F: 3 clusters Score -9353889 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47363 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -9355645.000000 Penalty: 5374.014160
	Iteration 9F: 3 clusters Score -9355645 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49139 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -9356456.000000 Penalty: 5374.014160
	Iteration 10Q: 3 clusters Score -9356456 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49946 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -9356933.000000 Penalty: 5374.014160
	Iteration 11Q: 3 clusters Score -9356933 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50254 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -9357123.000000 Penalty: 5374.014160
	Iteration 12Q: 3 clusters Score -9357123 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50377 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9357219.000000 Penalty: 5374.014160
	Iteration 13Q: 3 clusters Score -9357219 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50427 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9357290.000000 Penalty: 5374.014160
	Iteration 14Q: 3 clusters Score -9357290 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50456 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -9357317.000000 Penalty: 5374.014160
	Iteration 15Q: 3 clusters Score -9357317 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50474 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -9357369.000000 Penalty: 5374.014160
	Iteration 16Q: 3 clusters Score -9357369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50488 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9357400.000000 Penalty: 5374.014160
	Iteration 17Q: 3 clusters Score -9357400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50496 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -9357400.000000 Penalty: 5374.014160
	Iteration 18Q: 3 clusters Score -9357400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50501 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -9357423.000000 Penalty: 5374.014160
	Iteration 19Q: 3 clusters Score -9357423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50509 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -9357429.000000 Penalty: 5374.014160
	Iteration 20F: 3 clusters Score -9357429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50511 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -9357436.000000 Penalty: 5374.014160
	Iteration 21Q: 3 clusters Score -9357436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50513 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -9357449.000000 Penalty: 5374.014160
	Iteration 22Q: 3 clusters Score -9357449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50514 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -9357458.000000 Penalty: 5374.014160
	Iteration 23Q: 3 clusters Score -9357458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50515 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -9357451.000000 Penalty: 5374.014160
	Iteration 24Q: 3 clusters Score -9357451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50517 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -9357454.000000 Penalty: 5374.014160
	Iteration 25Q: 3 clusters Score -9357454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50517 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -9357454.000000 Penalty: 5374.014160
	Iteration 26F: 3 clusters Score -9357454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (49529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49529 members 
Entering Unmasked Estep 
Score: -9116518.000000 Penalty: 2680.957764
	Iteration 0F: 2 clusters Score -9116518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -9086783.000000 Penalty: 5361.915527
	Iteration 0F: 3 clusters Score -9086783 nChanged 22879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -9099271.000000 Penalty: 5361.915527
	Iteration 1F: 3 clusters Score -9099271 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -9099945.000000 Penalty: 5361.915527
	Iteration 2Q: 3 clusters Score -9099945 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -9100568.000000 Penalty: 5361.915527
	Iteration 3Q: 3 clusters Score -9100568 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 25811 members 
Entering Unmasked Estep 
Score: -9101270.000000 Penalty: 5361.915527
	Iteration 4Q: 3 clusters Score -9101270 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -9101954.000000 Penalty: 5361.915527
	Iteration 5Q: 3 clusters Score -9101954 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -9102759.000000 Penalty: 5361.915527
	Iteration 6Q: 3 clusters Score -9102759 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -9103685.000000 Penalty: 5361.915527
	Iteration 7Q: 3 clusters Score -9103685 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 28205 members 
Entering Unmasked Estep 
Score: -9104823.000000 Penalty: 5361.915527
	Iteration 8Q: 3 clusters Score -9104823 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -9106277.000000 Penalty: 5361.915527
	Iteration 9Q: 3 clusters Score -9106277 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -9107864.000000 Penalty: 5361.915527
	Iteration 10Q: 3 clusters Score -9107864 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -9109093.000000 Penalty: 5361.915527
	Iteration 11Q: 3 clusters Score -9109093 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -9109655.000000 Penalty: 5361.915527
	Iteration 12Q: 3 clusters Score -9109655 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -9109966.000000 Penalty: 5361.915527
	Iteration 13Q: 3 clusters Score -9109966 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -9110180.000000 Penalty: 5361.915527
	Iteration 14Q: 3 clusters Score -9110180 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -9110345.000000 Penalty: 5361.915527
	Iteration 15Q: 3 clusters Score -9110345 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -9110545.000000 Penalty: 5361.915527
	Iteration 16Q: 3 clusters Score -9110545 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -9110782.000000 Penalty: 5361.915527
	Iteration 17Q: 3 clusters Score -9110782 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -9111016.000000 Penalty: 5361.915527
	Iteration 18Q: 3 clusters Score -9111016 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -9111308.000000 Penalty: 5361.915527
	Iteration 19Q: 3 clusters Score -9111308 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -9111614.000000 Penalty: 5361.915527
	Iteration 20F: 3 clusters Score -9111614 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 38740 members 
Entering Unmasked Estep 
Score: -9111896.000000 Penalty: 5361.915527
	Iteration 21Q: 3 clusters Score -9111896 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -9112127.000000 Penalty: 5361.915527
	Iteration 22Q: 3 clusters Score -9112127 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -9112390.000000 Penalty: 5361.915527
	Iteration 23Q: 3 clusters Score -9112390 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -9112613.000000 Penalty: 5361.915527
	Iteration 24Q: 3 clusters Score -9112613 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -9112929.000000 Penalty: 5361.915527
	Iteration 25Q: 3 clusters Score -9112929 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 44143 members 
Entering Unmasked Estep 
Score: -9113228.000000 Penalty: 5361.915527
	Iteration 26Q: 3 clusters Score -9113228 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 45288 members 
Entering Unmasked Estep 
Score: -9113579.000000 Penalty: 5361.915527
	Iteration 27Q: 3 clusters Score -9113579 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 46394 members 
Entering Unmasked Estep 
Score: -9113916.000000 Penalty: 5361.915527
	Iteration 28Q: 3 clusters Score -9113916 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 47398 members 
Entering Unmasked Estep 
Score: -9114089.000000 Penalty: 5361.915527
	Iteration 29Q: 3 clusters Score -9114089 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 48186 members 
Entering Unmasked Estep 
Score: -9114140.000000 Penalty: 5361.915527
	Iteration 30Q: 3 clusters Score -9114140 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 48725 members 
Entering Unmasked Estep 
Score: -9114226.000000 Penalty: 5361.915527
	Iteration 31Q: 3 clusters Score -9114226 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 48978 members 
Entering Unmasked Estep 
Score: -9114278.000000 Penalty: 5361.915527
	Iteration 32Q: 3 clusters Score -9114278 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 49086 members 
Entering Unmasked Estep 
Score: -9114303.000000 Penalty: 5361.915527
	Iteration 33Q: 3 clusters Score -9114303 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 49142 members 
Entering Unmasked Estep 
Score: -9114343.000000 Penalty: 5361.915527
	Iteration 34Q: 3 clusters Score -9114343 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 49172 members 
Entering Unmasked Estep 
Score: -9114364.000000 Penalty: 5361.915527
	Iteration 35Q: 3 clusters Score -9114364 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 49194 members 
Entering Unmasked Estep 
Score: -9114388.000000 Penalty: 5361.915527
	Iteration 36Q: 3 clusters Score -9114388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 49210 members 
Entering Unmasked Estep 
Score: -9114411.000000 Penalty: 5361.915527
	Iteration 37Q: 3 clusters Score -9114411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 49218 members 
Entering Unmasked Estep 
Score: -9114406.000000 Penalty: 5361.915527
	Iteration 38Q: 3 clusters Score -9114406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 49222 members 
Entering Unmasked Estep 
Score: -9114418.000000 Penalty: 5361.915527
	Iteration 39Q: 3 clusters Score -9114418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 49225 members 
Entering Unmasked Estep 
Score: -9114418.000000 Penalty: 5361.915527
	Iteration 40F: 3 clusters Score -9114418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 49228 members 
Entering Unmasked Estep 
Score: -9114421.000000 Penalty: 5361.915527
	Iteration 41Q: 3 clusters Score -9114421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 49229 members 
Entering Unmasked Estep 
Score: -9114431.000000 Penalty: 5361.915527
	Iteration 42Q: 3 clusters Score -9114431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 49231 members 
Entering Unmasked Estep 
Score: -9114432.000000 Penalty: 5361.915527
	Iteration 43Q: 3 clusters Score -9114432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 49234 members 
Entering Unmasked Estep 
Score: -9114437.000000 Penalty: 5361.915527
	Iteration 44Q: 3 clusters Score -9114437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 49235 members 
Entering Unmasked Estep 
Score: -9114434.000000 Penalty: 5361.915527
	Iteration 45Q: 3 clusters Score -9114434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 49235 members 
Entering Unmasked Estep 
Score: -9114434.000000 Penalty: 5361.915527
	Iteration 46F: 3 clusters Score -9114434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (49697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49697 members 
Entering Unmasked Estep 
Score: -9090959.000000 Penalty: 2681.797607
	Iteration 0F: 2 clusters Score -9090959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -9059821.000000 Penalty: 5363.595215
	Iteration 0F: 3 clusters Score -9059821 nChanged 23093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -9072815.000000 Penalty: 5363.595215
	Iteration 1F: 3 clusters Score -9072815 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -9073417.000000 Penalty: 5363.595215
	Iteration 2Q: 3 clusters Score -9073417 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -9073987.000000 Penalty: 5363.595215
	Iteration 3Q: 3 clusters Score -9073987 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -9074498.000000 Penalty: 5363.595215
	Iteration 4Q: 3 clusters Score -9074498 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -9075298.000000 Penalty: 5363.595215
	Iteration 5Q: 3 clusters Score -9075298 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31003 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -9076481.000000 Penalty: 5363.595215
	Iteration 6Q: 3 clusters Score -9076481 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -9078088.000000 Penalty: 5363.595215
	Iteration 7F: 3 clusters Score -9078088 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -9080177.000000 Penalty: 5363.595215
	Iteration 8F: 3 clusters Score -9080177 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -9082717.000000 Penalty: 5363.595215
	Iteration 9F: 3 clusters Score -9082717 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41669 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -9084944.000000 Penalty: 5363.595215
	Iteration 10F: 3 clusters Score -9084944 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43806 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -9086587.000000 Penalty: 5363.595215
	Iteration 11Q: 3 clusters Score -9086587 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45525 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -9087575.000000 Penalty: 5363.595215
	Iteration 12Q: 3 clusters Score -9087575 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46826 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -9088061.000000 Penalty: 5363.595215
	Iteration 13Q: 3 clusters Score -9088061 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47790 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -9088294.000000 Penalty: 5363.595215
	Iteration 14Q: 3 clusters Score -9088294 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48463 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -9088494.000000 Penalty: 5363.595215
	Iteration 15Q: 3 clusters Score -9088494 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48900 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -9088622.000000 Penalty: 5363.595215
	Iteration 16Q: 3 clusters Score -9088622 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49138 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -9088737.000000 Penalty: 5363.595215
	Iteration 17Q: 3 clusters Score -9088737 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49245 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -9088757.000000 Penalty: 5363.595215
	Iteration 18Q: 3 clusters Score -9088757 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49312 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9088795.000000 Penalty: 5363.595215
	Iteration 19Q: 3 clusters Score -9088795 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49337 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -9088812.000000 Penalty: 5363.595215
	Iteration 20F: 3 clusters Score -9088812 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49360 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -9088835.000000 Penalty: 5363.595215
	Iteration 21Q: 3 clusters Score -9088835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49376 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9088838.000000 Penalty: 5363.595215
	Iteration 22Q: 3 clusters Score -9088838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49385 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9088831.000000 Penalty: 5363.595215
	Iteration 23Q: 3 clusters Score -9088831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49388 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9088838.000000 Penalty: 5363.595215
	Iteration 24Q: 3 clusters Score -9088838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49392 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -9088841.000000 Penalty: 5363.595215
	Iteration 25Q: 3 clusters Score -9088841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49393 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9088840.000000 Penalty: 5363.595215
	Iteration 26Q: 3 clusters Score -9088840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49393 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9088840.000000 Penalty: 5363.595215
	Iteration 27F: 3 clusters Score -9088840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47609 members 
Entering Unmasked Estep 
Score: -8716380.000000 Penalty: 2671.152588
	Iteration 0F: 2 clusters Score -8716380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -8686316.000000 Penalty: 5342.305176
	Iteration 0F: 3 clusters Score -8686316 nChanged 21978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -8698630.000000 Penalty: 5342.305176
	Iteration 1F: 3 clusters Score -8698630 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -8699246.000000 Penalty: 5342.305176
	Iteration 2Q: 3 clusters Score -8699246 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -8700069.000000 Penalty: 5342.305176
	Iteration 3Q: 3 clusters Score -8700069 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -8701191.000000 Penalty: 5342.305176
	Iteration 4F: 3 clusters Score -8701191 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -8702828.000000 Penalty: 5342.305176
	Iteration 5F: 3 clusters Score -8702828 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -8704836.000000 Penalty: 5342.305176
	Iteration 6F: 3 clusters Score -8704836 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -8707408.000000 Penalty: 5342.305176
	Iteration 7F: 3 clusters Score -8707408 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -8709788.000000 Penalty: 5342.305176
	Iteration 8F: 3 clusters Score -8709788 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -8711523.000000 Penalty: 5342.305176
	Iteration 9Q: 3 clusters Score -8711523 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -8712544.000000 Penalty: 5342.305176
	Iteration 10Q: 3 clusters Score -8712544 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44581 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -8713063.000000 Penalty: 5342.305176
	Iteration 11Q: 3 clusters Score -8713063 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45266 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -8713411.000000 Penalty: 5342.305176
	Iteration 12Q: 3 clusters Score -8713411 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -8713614.000000 Penalty: 5342.305176
	Iteration 13Q: 3 clusters Score -8713614 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46117 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -8713734.000000 Penalty: 5342.305176
	Iteration 14Q: 3 clusters Score -8713734 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46384 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -8713832.000000 Penalty: 5342.305176
	Iteration 15Q: 3 clusters Score -8713832 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -8713936.000000 Penalty: 5342.305176
	Iteration 16Q: 3 clusters Score -8713936 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -8713977.000000 Penalty: 5342.305176
	Iteration 17Q: 3 clusters Score -8713977 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46757 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8714010.000000 Penalty: 5342.305176
	Iteration 18Q: 3 clusters Score -8714010 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46822 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8714024.000000 Penalty: 5342.305176
	Iteration 19Q: 3 clusters Score -8714024 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46873 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -8714058.000000 Penalty: 5342.305176
	Iteration 20F: 3 clusters Score -8714058 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46915 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8714050.000000 Penalty: 5342.305176
	Iteration 21Q: 3 clusters Score -8714050 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46952 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -8714073.000000 Penalty: 5342.305176
	Iteration 22Q: 3 clusters Score -8714073 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46965 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -8714103.000000 Penalty: 5342.305176
	Iteration 23Q: 3 clusters Score -8714103 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46978 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -8714095.000000 Penalty: 5342.305176
	Iteration 24Q: 3 clusters Score -8714095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -8714099.000000 Penalty: 5342.305176
	Iteration 25Q: 3 clusters Score -8714099 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46999 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -8714113.000000 Penalty: 5342.305176
	Iteration 26Q: 3 clusters Score -8714113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47002 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -8714116.000000 Penalty: 5342.305176
	Iteration 27Q: 3 clusters Score -8714116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8714126.000000 Penalty: 5342.305176
	Iteration 28Q: 3 clusters Score -8714126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47018 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8714126.000000 Penalty: 5342.305176
	Iteration 29Q: 3 clusters Score -8714126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47027 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -8714130.000000 Penalty: 5342.305176
	Iteration 30Q: 3 clusters Score -8714130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47039 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8714132.000000 Penalty: 5342.305176
	Iteration 31Q: 3 clusters Score -8714132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47045 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8714140.000000 Penalty: 5342.305176
	Iteration 32Q: 3 clusters Score -8714140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -8714141.000000 Penalty: 5342.305176
	Iteration 33Q: 3 clusters Score -8714141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47054 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -8714150.000000 Penalty: 5342.305176
	Iteration 34Q: 3 clusters Score -8714150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47057 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -8714148.000000 Penalty: 5342.305176
	Iteration 35Q: 3 clusters Score -8714148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47061 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8714156.000000 Penalty: 5342.305176
	Iteration 36Q: 3 clusters Score -8714156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47064 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -8714151.000000 Penalty: 5342.305176
	Iteration 37Q: 3 clusters Score -8714151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47070 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8714151.000000 Penalty: 5342.305176
	Iteration 38Q: 3 clusters Score -8714151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47078 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -8714146.000000 Penalty: 5342.305176
	Iteration 39Q: 3 clusters Score -8714146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47092 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8714144.000000 Penalty: 5342.305176
	Iteration 40F: 3 clusters Score -8714144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47104 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8714161.000000 Penalty: 5342.305176
	Iteration 41Q: 3 clusters Score -8714161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47113 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8714165.000000 Penalty: 5342.305176
	Iteration 42Q: 3 clusters Score -8714165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47114 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8714164.000000 Penalty: 5342.305176
	Iteration 43Q: 3 clusters Score -8714164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47118 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8714171.000000 Penalty: 5342.305176
	Iteration 44Q: 3 clusters Score -8714171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47123 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8714163.000000 Penalty: 5342.305176
	Iteration 45Q: 3 clusters Score -8714163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47125 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8714179.000000 Penalty: 5342.305176
	Iteration 46Q: 3 clusters Score -8714179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47127 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8714175.000000 Penalty: 5342.305176
	Iteration 47Q: 3 clusters Score -8714175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47132 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8714172.000000 Penalty: 5342.305176
	Iteration 48Q: 3 clusters Score -8714172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8714165.000000 Penalty: 5342.305176
	Iteration 49Q: 3 clusters Score -8714165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8714173.000000 Penalty: 5342.305176
	Iteration 50Q: 3 clusters Score -8714173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47137 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8714177.000000 Penalty: 5342.305176
	Iteration 51Q: 3 clusters Score -8714177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47139 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8714178.000000 Penalty: 5342.305176
	Iteration 52Q: 3 clusters Score -8714178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8714178.000000 Penalty: 5342.305176
	Iteration 53Q: 3 clusters Score -8714178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47144 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8714178.000000 Penalty: 5342.305176
	Iteration 54Q: 3 clusters Score -8714178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47147 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -8714183.000000 Penalty: 5342.305176
	Iteration 55Q: 3 clusters Score -8714183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47150 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -8714184.000000 Penalty: 5342.305176
	Iteration 56Q: 3 clusters Score -8714184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47151 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -8714181.000000 Penalty: 5342.305176
	Iteration 57Q: 3 clusters Score -8714181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47151 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -8714181.000000 Penalty: 5342.305176
	Iteration 58F: 3 clusters Score -8714181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Entering Unmasked Estep 
Score: -1776858.250000 Penalty: 2277.911133
	Iteration 0F: 2 clusters Score -1776858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1769371.875000 Penalty: 4555.822266
	Iteration 0F: 3 clusters Score -1769372 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1771476.750000 Penalty: 4555.822266
	Iteration 1F: 3 clusters Score -1771477 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1771848.375000 Penalty: 4555.822266
	Iteration 2F: 3 clusters Score -1771848 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1772233.125000 Penalty: 4555.822266
	Iteration 3F: 3 clusters Score -1772233 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1772602.000000 Penalty: 4555.822266
	Iteration 4F: 3 clusters Score -1772602 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1772902.250000 Penalty: 4555.822266
	Iteration 5Q: 3 clusters Score -1772902 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1773150.500000 Penalty: 4555.822266
	Iteration 6Q: 3 clusters Score -1773150 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1773372.625000 Penalty: 4555.822266
	Iteration 7Q: 3 clusters Score -1773373 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1773577.750000 Penalty: 4555.822266
	Iteration 8Q: 3 clusters Score -1773578 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1773774.250000 Penalty: 4555.822266
	Iteration 9Q: 3 clusters Score -1773774 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -1773968.125000 Penalty: 4555.822266
	Iteration 10Q: 3 clusters Score -1773968 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1774158.875000 Penalty: 4555.822266
	Iteration 11Q: 3 clusters Score -1774159 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1774344.750000 Penalty: 4555.822266
	Iteration 12Q: 3 clusters Score -1774345 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1774508.750000 Penalty: 4555.822266
	Iteration 13Q: 3 clusters Score -1774509 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1774635.375000 Penalty: 4555.822266
	Iteration 14Q: 3 clusters Score -1774635 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1774748.375000 Penalty: 4555.822266
	Iteration 15Q: 3 clusters Score -1774748 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1774845.000000 Penalty: 4555.822266
	Iteration 16Q: 3 clusters Score -1774845 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1774936.750000 Penalty: 4555.822266
	Iteration 17Q: 3 clusters Score -1774937 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1775026.500000 Penalty: 4555.822266
	Iteration 18Q: 3 clusters Score -1775026 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1775124.875000 Penalty: 4555.822266
	Iteration 19Q: 3 clusters Score -1775125 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1775191.375000 Penalty: 4555.822266
	Iteration 20F: 3 clusters Score -1775191 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1775242.125000 Penalty: 4555.822266
	Iteration 21Q: 3 clusters Score -1775242 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1775284.125000 Penalty: 4555.822266
	Iteration 22Q: 3 clusters Score -1775284 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1775299.875000 Penalty: 4555.822266
	Iteration 23Q: 3 clusters Score -1775300 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1775316.125000 Penalty: 4555.822266
	Iteration 24Q: 3 clusters Score -1775316 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1775330.000000 Penalty: 4555.822266
	Iteration 25Q: 3 clusters Score -1775330 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1775334.000000 Penalty: 4555.822266
	Iteration 26Q: 3 clusters Score -1775334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1775338.375000 Penalty: 4555.822266
	Iteration 27Q: 3 clusters Score -1775338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1775336.250000 Penalty: 4555.822266
	Iteration 28Q: 3 clusters Score -1775336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1775342.125000 Penalty: 4555.822266
	Iteration 29Q: 3 clusters Score -1775342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1775343.125000 Penalty: 4555.822266
	Iteration 30Q: 3 clusters Score -1775343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1775347.000000 Penalty: 4555.822266
	Iteration 31Q: 3 clusters Score -1775347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1775352.125000 Penalty: 4555.822266
	Iteration 32Q: 3 clusters Score -1775352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1775351.625000 Penalty: 4555.822266
	Iteration 33Q: 3 clusters Score -1775352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1775355.375000 Penalty: 4555.822266
	Iteration 34Q: 3 clusters Score -1775355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1775353.875000 Penalty: 4555.822266
	Iteration 35Q: 3 clusters Score -1775354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1775356.875000 Penalty: 4555.822266
	Iteration 36Q: 3 clusters Score -1775357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1775356.375000 Penalty: 4555.822266
	Iteration 37Q: 3 clusters Score -1775356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1775354.500000 Penalty: 4555.822266
	Iteration 38Q: 3 clusters Score -1775354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -1775349.625000 Penalty: 4555.822266
	Iteration 39Q: 3 clusters Score -1775350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1775356.375000 Penalty: 4555.822266
	Iteration 40F: 3 clusters Score -1775356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1775359.000000 Penalty: 4555.822266
	Iteration 41Q: 3 clusters Score -1775359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1775359.750000 Penalty: 4555.822266
	Iteration 42Q: 3 clusters Score -1775360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1775358.750000 Penalty: 4555.822266
	Iteration 43Q: 3 clusters Score -1775359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1775360.000000 Penalty: 4555.822266
	Iteration 44Q: 3 clusters Score -1775360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1775361.500000 Penalty: 4555.822266
	Iteration 45Q: 3 clusters Score -1775362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1775364.125000 Penalty: 4555.822266
	Iteration 46Q: 3 clusters Score -1775364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1775362.625000 Penalty: 4555.822266
	Iteration 47Q: 3 clusters Score -1775363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1775365.625000 Penalty: 4555.822266
	Iteration 48Q: 3 clusters Score -1775366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1775367.625000 Penalty: 4555.822266
	Iteration 49Q: 3 clusters Score -1775368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1775367.250000 Penalty: 4555.822266
	Iteration 50Q: 3 clusters Score -1775367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1775370.375000 Penalty: 4555.822266
	Iteration 51Q: 3 clusters Score -1775370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -1775371.250000 Penalty: 4555.822266
	Iteration 52Q: 3 clusters Score -1775371 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1775373.750000 Penalty: 4555.822266
	Iteration 53Q: 3 clusters Score -1775374 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1775382.000000 Penalty: 4555.822266
	Iteration 54Q: 3 clusters Score -1775382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1775382.125000 Penalty: 4555.822266
	Iteration 55Q: 3 clusters Score -1775382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1775390.500000 Penalty: 4555.822266
	Iteration 56Q: 3 clusters Score -1775390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1775393.375000 Penalty: 4555.822266
	Iteration 57Q: 3 clusters Score -1775393 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1775398.750000 Penalty: 4555.822266
	Iteration 58Q: 3 clusters Score -1775399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1775402.000000 Penalty: 4555.822266
	Iteration 59Q: 3 clusters Score -1775402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1775403.500000 Penalty: 4555.822266
	Iteration 60F: 3 clusters Score -1775404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1775405.250000 Penalty: 4555.822266
	Iteration 61Q: 3 clusters Score -1775405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1775403.375000 Penalty: 4555.822266
	Iteration 62Q: 3 clusters Score -1775403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1775403.250000 Penalty: 4555.822266
	Iteration 63Q: 3 clusters Score -1775403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1775406.125000 Penalty: 4555.822266
	Iteration 64Q: 3 clusters Score -1775406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1775404.625000 Penalty: 4555.822266
	Iteration 65Q: 3 clusters Score -1775405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1775405.250000 Penalty: 4555.822266
	Iteration 66Q: 3 clusters Score -1775405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1775404.750000 Penalty: 4555.822266
	Iteration 67Q: 3 clusters Score -1775405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1775403.875000 Penalty: 4555.822266
	Iteration 68Q: 3 clusters Score -1775404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1775405.125000 Penalty: 4555.822266
	Iteration 69Q: 3 clusters Score -1775405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1775404.625000 Penalty: 4555.822266
	Iteration 70Q: 3 clusters Score -1775405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1775409.750000 Penalty: 4555.822266
	Iteration 71Q: 3 clusters Score -1775410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1775407.625000 Penalty: 4555.822266
	Iteration 72Q: 3 clusters Score -1775408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1775409.375000 Penalty: 4555.822266
	Iteration 73Q: 3 clusters Score -1775409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1775412.000000 Penalty: 4555.822266
	Iteration 74Q: 3 clusters Score -1775412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1775415.625000 Penalty: 4555.822266
	Iteration 75Q: 3 clusters Score -1775416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1775413.875000 Penalty: 4555.822266
	Iteration 76Q: 3 clusters Score -1775414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1775415.375000 Penalty: 4555.822266
	Iteration 77Q: 3 clusters Score -1775415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1775419.750000 Penalty: 4555.822266
	Iteration 78Q: 3 clusters Score -1775420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1775422.875000 Penalty: 4555.822266
	Iteration 79Q: 3 clusters Score -1775423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1775423.000000 Penalty: 4555.822266
	Iteration 80F: 3 clusters Score -1775423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1775427.375000 Penalty: 4555.822266
	Iteration 81Q: 3 clusters Score -1775427 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1775428.000000 Penalty: 4555.822266
	Iteration 82Q: 3 clusters Score -1775428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1775430.375000 Penalty: 4555.822266
	Iteration 83Q: 3 clusters Score -1775430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1775433.750000 Penalty: 4555.822266
	Iteration 84Q: 3 clusters Score -1775434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1775440.750000 Penalty: 4555.822266
	Iteration 85Q: 3 clusters Score -1775441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1775435.750000 Penalty: 4555.822266
	Iteration 86Q: 3 clusters Score -1775436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1775438.375000 Penalty: 4555.822266
	Iteration 87Q: 3 clusters Score -1775438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1775441.125000 Penalty: 4555.822266
	Iteration 88Q: 3 clusters Score -1775441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1775438.875000 Penalty: 4555.822266
	Iteration 89Q: 3 clusters Score -1775439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1775439.125000 Penalty: 4555.822266
	Iteration 90Q: 3 clusters Score -1775439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1775443.750000 Penalty: 4555.822266
	Iteration 91Q: 3 clusters Score -1775444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1775441.500000 Penalty: 4555.822266
	Iteration 92Q: 3 clusters Score -1775442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1775442.375000 Penalty: 4555.822266
	Iteration 93Q: 3 clusters Score -1775442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1775444.500000 Penalty: 4555.822266
	Iteration 94Q: 3 clusters Score -1775444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1775443.375000 Penalty: 4555.822266
	Iteration 95Q: 3 clusters Score -1775443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1775446.500000 Penalty: 4555.822266
	Iteration 96Q: 3 clusters Score -1775446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1775444.250000 Penalty: 4555.822266
	Iteration 97Q: 3 clusters Score -1775444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1775444.625000 Penalty: 4555.822266
	Iteration 98Q: 3 clusters Score -1775445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1775448.000000 Penalty: 4555.822266
	Iteration 99Q: 3 clusters Score -1775448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1775451.625000 Penalty: 4555.822266
	Iteration 100F: 3 clusters Score -1775452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1775451.750000 Penalty: 4555.822266
	Iteration 101Q: 3 clusters Score -1775452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1775453.375000 Penalty: 4555.822266
	Iteration 102Q: 3 clusters Score -1775453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1775455.625000 Penalty: 4555.822266
	Iteration 103Q: 3 clusters Score -1775456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1775455.625000 Penalty: 4555.822266
	Iteration 104F: 3 clusters Score -1775456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (8171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Entering Unmasked Estep 
Score: -1492354.250000 Penalty: 2234.069824
	Iteration 0F: 2 clusters Score -1492354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1485890.000000 Penalty: 4468.139648
	Iteration 0F: 3 clusters Score -1485890 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1487695.375000 Penalty: 4468.139648
	Iteration 1F: 3 clusters Score -1487695 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1488016.750000 Penalty: 4468.139648
	Iteration 2F: 3 clusters Score -1488017 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1488276.500000 Penalty: 4468.139648
	Iteration 3F: 3 clusters Score -1488276 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1488543.625000 Penalty: 4468.139648
	Iteration 4F: 3 clusters Score -1488544 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1488837.000000 Penalty: 4468.139648
	Iteration 5Q: 3 clusters Score -1488837 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1489204.625000 Penalty: 4468.139648
	Iteration 6F: 3 clusters Score -1489205 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1489610.125000 Penalty: 4468.139648
	Iteration 7F: 3 clusters Score -1489610 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1490025.000000 Penalty: 4468.139648
	Iteration 8F: 3 clusters Score -1490025 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1490391.250000 Penalty: 4468.139648
	Iteration 9Q: 3 clusters Score -1490391 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1490676.375000 Penalty: 4468.139648
	Iteration 10Q: 3 clusters Score -1490676 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1490850.750000 Penalty: 4468.139648
	Iteration 11Q: 3 clusters Score -1490851 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1490962.750000 Penalty: 4468.139648
	Iteration 12Q: 3 clusters Score -1490963 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1491033.000000 Penalty: 4468.139648
	Iteration 13Q: 3 clusters Score -1491033 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1491070.250000 Penalty: 4468.139648
	Iteration 14Q: 3 clusters Score -1491070 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1491089.250000 Penalty: 4468.139648
	Iteration 15Q: 3 clusters Score -1491089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1491102.375000 Penalty: 4468.139648
	Iteration 16Q: 3 clusters Score -1491102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -1491104.000000 Penalty: 4468.139648
	Iteration 17Q: 3 clusters Score -1491104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1491104.875000 Penalty: 4468.139648
	Iteration 18Q: 3 clusters Score -1491105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1491107.250000 Penalty: 4468.139648
	Iteration 19Q: 3 clusters Score -1491107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1491107.375000 Penalty: 4468.139648
	Iteration 20F: 3 clusters Score -1491107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 1508 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45488 members 
Mstep: Class 5 contains 47783 members 
Mstep: Class 6 contains 511 members 
Mstep: Class 7 contains 1125 members 
Mstep: Class 8 contains 48068 members 
Mstep: Class 9 contains 45823 members 
Mstep: Class 10 contains 2457 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1301 members 
Mstep: Class 13 contains 44438 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 49589 members 
Mstep: Class 16 contains 334 members 
Mstep: Class 17 contains 27092 members 
Mstep: Class 18 contains 42646 members 
Mstep: Class 19 contains 50752 members 
Mstep: Class 20 contains 49529 members 
Mstep: Class 21 contains 49697 members 
Mstep: Class 22 contains 47609 members 
Mstep: Class 23 contains 9751 members 
Mstep: Class 24 contains 8171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111205696.000000 Penalty: 85978.023438
Iteration 119Q: 27 clusters Score -1.112057e+08 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 1500 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45494 members 
Mstep: Class 5 contains 47729 members 
Mstep: Class 6 contains 509 members 
Mstep: Class 7 contains 1113 members 
Mstep: Class 8 contains 48109 members 
Mstep: Class 9 contains 45797 members 
Mstep: Class 10 contains 2456 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1302 members 
Mstep: Class 13 contains 44425 members 
Mstep: Class 14 contains 598 members 
Mstep: Class 15 contains 49581 members 
Mstep: Class 16 contains 357 members 
Mstep: Class 17 contains 27034 members 
Mstep: Class 18 contains 42602 members 
Mstep: Class 19 contains 50720 members 
Mstep: Class 20 contains 49498 members 
Mstep: Class 21 contains 49758 members 
Mstep: Class 22 contains 47582 members 
Mstep: Class 23 contains 9843 members 
Mstep: Class 24 contains 8191 members 
Mstep: Class 25 contains 210 members 
Mstep: Class 26 contains 419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111207112.000000 Penalty: 85978.023438
Iteration 120F: 27 clusters Score -1.112071e+08 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 1494 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45482 members 
Mstep: Class 5 contains 47675 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1103 members 
Mstep: Class 8 contains 48186 members 
Mstep: Class 9 contains 45738 members 
Mstep: Class 10 contains 2431 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1297 members 
Mstep: Class 13 contains 44414 members 
Mstep: Class 14 contains 584 members 
Mstep: Class 15 contains 49618 members 
Mstep: Class 16 contains 379 members 
Mstep: Class 17 contains 26960 members 
Mstep: Class 18 contains 42576 members 
Mstep: Class 19 contains 50646 members 
Mstep: Class 20 contains 49462 members 
Mstep: Class 21 contains 49827 members 
Mstep: Class 22 contains 47554 members 
Mstep: Class 23 contains 9932 members 
Mstep: Class 24 contains 8206 members 
Mstep: Class 25 contains 274 members 
Mstep: Class 26 contains 460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111207704.000000 Penalty: 85978.023438
Iteration 121Q: 27 clusters Score -1.112077e+08 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 1491 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45431 members 
Mstep: Class 5 contains 47618 members 
Mstep: Class 6 contains 497 members 
Mstep: Class 7 contains 1101 members 
Mstep: Class 8 contains 48265 members 
Mstep: Class 9 contains 45719 members 
Mstep: Class 10 contains 2425 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1295 members 
Mstep: Class 13 contains 44380 members 
Mstep: Class 14 contains 585 members 
Mstep: Class 15 contains 49634 members 
Mstep: Class 16 contains 388 members 
Mstep: Class 17 contains 26887 members 
Mstep: Class 18 contains 42619 members 
Mstep: Class 19 contains 50636 members 
Mstep: Class 20 contains 49445 members 
Mstep: Class 21 contains 49878 members 
Mstep: Class 22 contains 47495 members 
Mstep: Class 23 contains 10017 members 
Mstep: Class 24 contains 8229 members 
Mstep: Class 25 contains 275 members 
Mstep: Class 26 contains 466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111208384.000000 Penalty: 85978.023438
Iteration 122Q: 27 clusters Score -1.112084e+08 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 1490 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45379 members 
Mstep: Class 5 contains 47582 members 
Mstep: Class 6 contains 497 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 48308 members 
Mstep: Class 9 contains 45689 members 
Mstep: Class 10 contains 2423 members 
Mstep: Class 11 contains 758 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 44355 members 
Mstep: Class 14 contains 590 members 
Mstep: Class 15 contains 49631 members 
Mstep: Class 16 contains 391 members 
Mstep: Class 17 contains 26824 members 
Mstep: Class 18 contains 42708 members 
Mstep: Class 19 contains 50576 members 
Mstep: Class 20 contains 49440 members 
Mstep: Class 21 contains 49932 members 
Mstep: Class 22 contains 47452 members 
Mstep: Class 23 contains 10107 members 
Mstep: Class 24 contains 8247 members 
Mstep: Class 25 contains 275 members 
Mstep: Class 26 contains 466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111209016.000000 Penalty: 85978.023438
Iteration 123Q: 27 clusters Score -1.11209e+08 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 1488 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45354 members 
Mstep: Class 5 contains 47533 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1095 members 
Mstep: Class 8 contains 48299 members 
Mstep: Class 9 contains 45657 members 
Mstep: Class 10 contains 2421 members 
Mstep: Class 11 contains 758 members 
Mstep: Class 12 contains 1288 members 
Mstep: Class 13 contains 44335 members 
Mstep: Class 14 contains 594 members 
Mstep: Class 15 contains 49591 members 
Mstep: Class 16 contains 394 members 
Mstep: Class 17 contains 26787 members 
Mstep: Class 18 contains 42795 members 
Mstep: Class 19 contains 50567 members 
Mstep: Class 20 contains 49459 members 
Mstep: Class 21 contains 49956 members 
Mstep: Class 22 contains 47384 members 
Mstep: Class 23 contains 10200 members 
Mstep: Class 24 contains 8273 members 
Mstep: Class 25 contains 276 members 
Mstep: Class 26 contains 462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111209176.000000 Penalty: 85978.023438
Iteration 124Q: 27 clusters Score -1.112092e+08 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 42173 members 
Mstep: Class 2 contains 1488 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45329 members 
Mstep: Class 5 contains 47489 members 
Mstep: Class 6 contains 499 members 
Mstep: Class 7 contains 1095 members 
Mstep: Class 8 contains 48305 members 
Mstep: Class 9 contains 45643 members 
Mstep: Class 10 contains 2417 members 
Mstep: Class 11 contains 758 members 
Mstep: Class 12 contains 1285 members 
Mstep: Class 13 contains 44320 members 
Mstep: Class 14 contains 603 members 
Mstep: Class 15 contains 49579 members 
Mstep: Class 16 contains 393 members 
Mstep: Class 17 contains 26740 members 
Mstep: Class 18 contains 42805 members 
Mstep: Class 19 contains 50559 members 
Mstep: Class 20 contains 49474 members 
Mstep: Class 21 contains 49988 members 
Mstep: Class 22 contains 47335 members 
Mstep: Class 23 contains 10288 members 
Mstep: Class 24 contains 8297 members 
Mstep: Class 25 contains 276 members 
Mstep: Class 26 contains 456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111209608.000000 Penalty: 85978.023438
Iteration 125Q: 27 clusters Score -1.112096e+08 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 1485 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45334 members 
Mstep: Class 5 contains 47430 members 
Mstep: Class 6 contains 499 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 48346 members 
Mstep: Class 9 contains 45644 members 
Mstep: Class 10 contains 2410 members 
Mstep: Class 11 contains 758 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 44296 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 15 contains 49551 members 
Mstep: Class 16 contains 396 members 
Mstep: Class 17 contains 26694 members 
Mstep: Class 18 contains 42827 members 
Mstep: Class 19 contains 50579 members 
Mstep: Class 20 contains 49466 members 
Mstep: Class 21 contains 49991 members 
Mstep: Class 22 contains 47277 members 
Mstep: Class 23 contains 10368 members 
Mstep: Class 24 contains 8323 members 
Mstep: Class 25 contains 277 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111210048.000000 Penalty: 85978.023438
Iteration 126Q: 27 clusters Score -1.1121e+08 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 1479 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45345 members 
Mstep: Class 5 contains 47393 members 
Mstep: Class 6 contains 499 members 
Mstep: Class 7 contains 1091 members 
Mstep: Class 8 contains 48368 members 
Mstep: Class 9 contains 45614 members 
Mstep: Class 10 contains 2405 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 1285 members 
Mstep: Class 13 contains 44288 members 
Mstep: Class 14 contains 620 members 
Mstep: Class 15 contains 49553 members 
Mstep: Class 16 contains 400 members 
Mstep: Class 17 contains 26622 members 
Mstep: Class 18 contains 42864 members 
Mstep: Class 19 contains 50547 members 
Mstep: Class 20 contains 49458 members 
Mstep: Class 21 contains 49991 members 
Mstep: Class 22 contains 47217 members 
Mstep: Class 23 contains 10467 members 
Mstep: Class 24 contains 8351 members 
Mstep: Class 25 contains 277 members 
Mstep: Class 26 contains 447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111210320.000000 Penalty: 85978.023438
Iteration 127Q: 27 clusters Score -1.112103e+08 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 1465 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45325 members 
Mstep: Class 5 contains 47396 members 
Mstep: Class 6 contains 499 members 
Mstep: Class 7 contains 1092 members 
Mstep: Class 8 contains 48363 members 
Mstep: Class 9 contains 45589 members 
Mstep: Class 10 contains 2396 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 1285 members 
Mstep: Class 13 contains 44270 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 49513 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 26582 members 
Mstep: Class 18 contains 42953 members 
Mstep: Class 19 contains 50549 members 
Mstep: Class 20 contains 49435 members 
Mstep: Class 21 contains 50015 members 
Mstep: Class 22 contains 47174 members 
Mstep: Class 23 contains 10545 members 
Mstep: Class 24 contains 8378 members 
Mstep: Class 25 contains 277 members 
Mstep: Class 26 contains 447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111210832.000000 Penalty: 85978.023438
Iteration 128Q: 27 clusters Score -1.112108e+08 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 1460 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45326 members 
Mstep: Class 5 contains 47361 members 
Mstep: Class 6 contains 499 members 
Mstep: Class 7 contains 1092 members 
Mstep: Class 8 contains 48378 members 
Mstep: Class 9 contains 45545 members 
Mstep: Class 10 contains 2392 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 44273 members 
Mstep: Class 14 contains 627 members 
Mstep: Class 15 contains 49477 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 26550 members 
Mstep: Class 18 contains 43021 members 
Mstep: Class 19 contains 50536 members 
Mstep: Class 20 contains 49423 members 
Mstep: Class 21 contains 50034 members 
Mstep: Class 22 contains 47133 members 
Mstep: Class 23 contains 10608 members 
Mstep: Class 24 contains 8410 members 
Mstep: Class 25 contains 277 members 
Mstep: Class 26 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111211072.000000 Penalty: 85978.023438
Iteration 129Q: 27 clusters Score -1.112111e+08 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 42279 members 
Mstep: Class 2 contains 1457 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45300 members 
Mstep: Class 5 contains 47300 members 
Mstep: Class 6 contains 499 members 
Mstep: Class 7 contains 1094 members 
Mstep: Class 8 contains 48419 members 
Mstep: Class 9 contains 45530 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 1285 members 
Mstep: Class 13 contains 44267 members 
Mstep: Class 14 contains 627 members 
Mstep: Class 15 contains 49463 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 26509 members 
Mstep: Class 18 contains 43021 members 
Mstep: Class 19 contains 50491 members 
Mstep: Class 20 contains 49466 members 
Mstep: Class 21 contains 50064 members 
Mstep: Class 22 contains 47135 members 
Mstep: Class 23 contains 10678 members 
Mstep: Class 24 contains 8432 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111211360.000000 Penalty: 85978.023438
Iteration 130Q: 27 clusters Score -1.112114e+08 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 1457 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45317 members 
Mstep: Class 5 contains 47244 members 
Mstep: Class 6 contains 499 members 
Mstep: Class 7 contains 1095 members 
Mstep: Class 8 contains 48421 members 
Mstep: Class 9 contains 45560 members 
Mstep: Class 10 contains 2388 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 44279 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 49459 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 26473 members 
Mstep: Class 18 contains 42953 members 
Mstep: Class 19 contains 50424 members 
Mstep: Class 20 contains 49520 members 
Mstep: Class 21 contains 50116 members 
Mstep: Class 22 contains 47103 members 
Mstep: Class 23 contains 10751 members 
Mstep: Class 24 contains 8452 members 
Mstep: Class 25 contains 278 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111211784.000000 Penalty: 85978.023438
Iteration 131Q: 27 clusters Score -1.112118e+08 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 42288 members 
Mstep: Class 2 contains 1455 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45334 members 
Mstep: Class 5 contains 47192 members 
Mstep: Class 6 contains 499 members 
Mstep: Class 7 contains 1095 members 
Mstep: Class 8 contains 48390 members 
Mstep: Class 9 contains 45595 members 
Mstep: Class 10 contains 2388 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 44302 members 
Mstep: Class 14 contains 631 members 
Mstep: Class 15 contains 49438 members 
Mstep: Class 16 contains 402 members 
Mstep: Class 17 contains 26454 members 
Mstep: Class 18 contains 42895 members 
Mstep: Class 19 contains 50360 members 
Mstep: Class 20 contains 49559 members 
Mstep: Class 21 contains 50154 members 
Mstep: Class 22 contains 47094 members 
Mstep: Class 23 contains 10824 members 
Mstep: Class 24 contains 8476 members 
Mstep: Class 25 contains 279 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111212184.000000 Penalty: 85978.023438
Iteration 132Q: 27 clusters Score -1.112122e+08 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 42303 members 
Mstep: Class 2 contains 1457 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45316 members 
Mstep: Class 5 contains 47182 members 
Mstep: Class 6 contains 499 members 
Mstep: Class 7 contains 1096 members 
Mstep: Class 8 contains 48348 members 
Mstep: Class 9 contains 45599 members 
Mstep: Class 10 contains 2387 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 44291 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 49396 members 
Mstep: Class 16 contains 404 members 
Mstep: Class 17 contains 26433 members 
Mstep: Class 18 contains 42930 members 
Mstep: Class 19 contains 50335 members 
Mstep: Class 20 contains 49575 members 
Mstep: Class 21 contains 50156 members 
Mstep: Class 22 contains 47096 members 
Mstep: Class 23 contains 10891 members 
Mstep: Class 24 contains 8502 members 
Mstep: Class 25 contains 279 members 
Mstep: Class 26 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111212384.000000 Penalty: 85978.023438
Iteration 133Q: 27 clusters Score -1.112124e+08 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 42303 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45347 members 
Mstep: Class 5 contains 47187 members 
Mstep: Class 6 contains 499 members 
Mstep: Class 7 contains 1096 members 
Mstep: Class 8 contains 48316 members 
Mstep: Class 9 contains 45580 members 
Mstep: Class 10 contains 2385 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 1285 members 
Mstep: Class 13 contains 44271 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 49359 members 
Mstep: Class 16 contains 404 members 
Mstep: Class 17 contains 26404 members 
Mstep: Class 18 contains 42982 members 
Mstep: Class 19 contains 50306 members 
Mstep: Class 20 contains 49578 members 
Mstep: Class 21 contains 50152 members 
Mstep: Class 22 contains 47078 members 
Mstep: Class 23 contains 10967 members 
Mstep: Class 24 contains 8526 members 
Mstep: Class 25 contains 279 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111212624.000000 Penalty: 85978.023438
Iteration 134Q: 27 clusters Score -1.112126e+08 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 1453 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45386 members 
Mstep: Class 5 contains 47161 members 
Mstep: Class 6 contains 499 members 
Mstep: Class 7 contains 1096 members 
Mstep: Class 8 contains 48283 members 
Mstep: Class 9 contains 45543 members 
Mstep: Class 10 contains 2385 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 44267 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 49304 members 
Mstep: Class 16 contains 404 members 
Mstep: Class 17 contains 26384 members 
Mstep: Class 18 contains 43070 members 
Mstep: Class 19 contains 50291 members 
Mstep: Class 20 contains 49569 members 
Mstep: Class 21 contains 50135 members 
Mstep: Class 22 contains 47064 members 
Mstep: Class 23 contains 11051 members 
Mstep: Class 24 contains 8552 members 
Mstep: Class 25 contains 279 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111212672.000000 Penalty: 85978.023438
Iteration 135Q: 27 clusters Score -1.112127e+08 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 1450 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45432 members 
Mstep: Class 5 contains 47144 members 
Mstep: Class 6 contains 499 members 
Mstep: Class 7 contains 1096 members 
Mstep: Class 8 contains 48285 members 
Mstep: Class 9 contains 45516 members 
Mstep: Class 10 contains 2385 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 44275 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 49245 members 
Mstep: Class 16 contains 404 members 
Mstep: Class 17 contains 26366 members 
Mstep: Class 18 contains 43148 members 
Mstep: Class 19 contains 50214 members 
Mstep: Class 20 contains 49564 members 
Mstep: Class 21 contains 50104 members 
Mstep: Class 22 contains 47044 members 
Mstep: Class 23 contains 11141 members 
Mstep: Class 24 contains 8573 members 
Mstep: Class 25 contains 279 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111212744.000000 Penalty: 85978.023438
Iteration 136Q: 27 clusters Score -1.112127e+08 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 1448 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45428 members 
Mstep: Class 5 contains 47157 members 
Mstep: Class 6 contains 499 members 
Mstep: Class 7 contains 1096 members 
Mstep: Class 8 contains 48292 members 
Mstep: Class 9 contains 45505 members 
Mstep: Class 10 contains 2385 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 1285 members 
Mstep: Class 13 contains 44302 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 49193 members 
Mstep: Class 16 contains 404 members 
Mstep: Class 17 contains 26341 members 
Mstep: Class 18 contains 43199 members 
Mstep: Class 19 contains 50139 members 
Mstep: Class 20 contains 49561 members 
Mstep: Class 21 contains 50099 members 
Mstep: Class 22 contains 47011 members 
Mstep: Class 23 contains 11224 members 
Mstep: Class 24 contains 8606 members 
Mstep: Class 25 contains 279 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111212928.000000 Penalty: 85978.023438
Iteration 137Q: 27 clusters Score -1.112129e+08 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 1454 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45467 members 
Mstep: Class 5 contains 47183 members 
Mstep: Class 6 contains 499 members 
Mstep: Class 7 contains 1096 members 
Mstep: Class 8 contains 48261 members 
Mstep: Class 9 contains 45471 members 
Mstep: Class 10 contains 2385 members 
Mstep: Class 11 contains 758 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 44298 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 49168 members 
Mstep: Class 16 contains 404 members 
Mstep: Class 17 contains 26322 members 
Mstep: Class 18 contains 43246 members 
Mstep: Class 19 contains 50104 members 
Mstep: Class 20 contains 49555 members 
Mstep: Class 21 contains 50098 members 
Mstep: Class 22 contains 46964 members 
Mstep: Class 23 contains 11304 members 
Mstep: Class 24 contains 8641 members 
Mstep: Class 25 contains 279 members 
Mstep: Class 26 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111212992.000000 Penalty: 85978.023438
Iteration 138Q: 27 clusters Score -1.11213e+08 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 1470 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45455 members 
Mstep: Class 5 contains 47187 members 
Mstep: Class 6 contains 499 members 
Mstep: Class 7 contains 1096 members 
Mstep: Class 8 contains 48249 members 
Mstep: Class 9 contains 45397 members 
Mstep: Class 10 contains 2385 members 
Mstep: Class 11 contains 758 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 44292 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 49147 members 
Mstep: Class 16 contains 404 members 
Mstep: Class 17 contains 26310 members 
Mstep: Class 18 contains 43284 members 
Mstep: Class 19 contains 50107 members 
Mstep: Class 20 contains 49591 members 
Mstep: Class 21 contains 50080 members 
Mstep: Class 22 contains 46913 members 
Mstep: Class 23 contains 11401 members 
Mstep: Class 24 contains 8670 members 
Mstep: Class 25 contains 279 members 
Mstep: Class 26 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111213360.000000 Penalty: 85978.023438
Iteration 139Q: 27 clusters Score -1.112134e+08 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 42246 members 
Mstep: Class 2 contains 1485 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45416 members 
Mstep: Class 5 contains 47151 members 
Mstep: Class 6 contains 499 members 
Mstep: Class 7 contains 1096 members 
Mstep: Class 8 contains 48282 members 
Mstep: Class 9 contains 45299 members 
Mstep: Class 10 contains 2385 members 
Mstep: Class 11 contains 758 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 44342 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 49130 members 
Mstep: Class 16 contains 404 members 
Mstep: Class 17 contains 26298 members 
Mstep: Class 18 contains 43308 members 
Mstep: Class 19 contains 50108 members 
Mstep: Class 20 contains 49632 members 
Mstep: Class 21 contains 50064 members 
Mstep: Class 22 contains 46859 members 
Mstep: Class 23 contains 11487 members 
Mstep: Class 24 contains 8702 members 
Mstep: Class 25 contains 279 members 
Mstep: Class 26 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111213864.000000 Penalty: 85978.023438
Iteration 140F: 27 clusters Score -1.112139e+08 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 42222 members 
Mstep: Class 2 contains 1497 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45393 members 
Mstep: Class 5 contains 47124 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1096 members 
Mstep: Class 8 contains 48295 members 
Mstep: Class 9 contains 45216 members 
Mstep: Class 10 contains 2385 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 1282 members 
Mstep: Class 13 contains 44420 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 49070 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26302 members 
Mstep: Class 18 contains 43301 members 
Mstep: Class 19 contains 50123 members 
Mstep: Class 20 contains 49651 members 
Mstep: Class 21 contains 50030 members 
Mstep: Class 22 contains 46827 members 
Mstep: Class 23 contains 11589 members 
Mstep: Class 24 contains 8732 members 
Mstep: Class 25 contains 299 members 
Mstep: Class 26 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111214080.000000 Penalty: 85978.023438
Iteration 141Q: 27 clusters Score -1.112141e+08 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 42218 members 
Mstep: Class 2 contains 1510 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45363 members 
Mstep: Class 5 contains 47064 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1096 members 
Mstep: Class 8 contains 48338 members 
Mstep: Class 9 contains 45140 members 
Mstep: Class 10 contains 2382 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 1282 members 
Mstep: Class 13 contains 44495 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 49035 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26315 members 
Mstep: Class 18 contains 43256 members 
Mstep: Class 19 contains 50098 members 
Mstep: Class 20 contains 49654 members 
Mstep: Class 21 contains 49991 members 
Mstep: Class 22 contains 46834 members 
Mstep: Class 23 contains 11716 members 
Mstep: Class 24 contains 8757 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111214376.000000 Penalty: 85978.023438
Iteration 142Q: 27 clusters Score -1.112144e+08 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 1515 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45370 members 
Mstep: Class 5 contains 47011 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 48352 members 
Mstep: Class 9 contains 45061 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 1285 members 
Mstep: Class 13 contains 44536 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 49029 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26302 members 
Mstep: Class 18 contains 43209 members 
Mstep: Class 19 contains 50089 members 
Mstep: Class 20 contains 49673 members 
Mstep: Class 21 contains 49977 members 
Mstep: Class 22 contains 46818 members 
Mstep: Class 23 contains 11846 members 
Mstep: Class 24 contains 8789 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111214600.000000 Penalty: 85978.023438
Iteration 143Q: 27 clusters Score -1.112146e+08 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 42196 members 
Mstep: Class 2 contains 1522 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45360 members 
Mstep: Class 5 contains 46966 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 48374 members 
Mstep: Class 9 contains 44990 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 1285 members 
Mstep: Class 13 contains 44568 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 49014 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26292 members 
Mstep: Class 18 contains 43173 members 
Mstep: Class 19 contains 50073 members 
Mstep: Class 20 contains 49683 members 
Mstep: Class 21 contains 49997 members 
Mstep: Class 22 contains 46811 members 
Mstep: Class 23 contains 11947 members 
Mstep: Class 24 contains 8817 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111214592.000000 Penalty: 85978.023438
Iteration 144Q: 27 clusters Score -1.112146e+08 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 1519 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45327 members 
Mstep: Class 5 contains 46958 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 48381 members 
Mstep: Class 9 contains 44942 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 1287 members 
Mstep: Class 13 contains 44569 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 48992 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26286 members 
Mstep: Class 18 contains 43142 members 
Mstep: Class 19 contains 50080 members 
Mstep: Class 20 contains 49699 members 
Mstep: Class 21 contains 49994 members 
Mstep: Class 22 contains 46800 members 
Mstep: Class 23 contains 12056 members 
Mstep: Class 24 contains 8841 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111214560.000000 Penalty: 85978.023438
Iteration 145Q: 27 clusters Score -1.112146e+08 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 1516 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45298 members 
Mstep: Class 5 contains 46983 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 48422 members 
Mstep: Class 9 contains 44864 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 1289 members 
Mstep: Class 13 contains 44562 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 48942 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26274 members 
Mstep: Class 18 contains 43121 members 
Mstep: Class 19 contains 50075 members 
Mstep: Class 20 contains 49701 members 
Mstep: Class 21 contains 49989 members 
Mstep: Class 22 contains 46816 members 
Mstep: Class 23 contains 12175 members 
Mstep: Class 24 contains 8865 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111214688.000000 Penalty: 85978.023438
Iteration 146Q: 27 clusters Score -1.112147e+08 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 1518 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45279 members 
Mstep: Class 5 contains 47004 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 48443 members 
Mstep: Class 9 contains 44816 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 1291 members 
Mstep: Class 13 contains 44585 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 48906 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26271 members 
Mstep: Class 18 contains 43032 members 
Mstep: Class 19 contains 50084 members 
Mstep: Class 20 contains 49708 members 
Mstep: Class 21 contains 49947 members 
Mstep: Class 22 contains 46840 members 
Mstep: Class 23 contains 12316 members 
Mstep: Class 24 contains 8883 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111214728.000000 Penalty: 85978.023438
Iteration 147Q: 27 clusters Score -1.112147e+08 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 1520 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45251 members 
Mstep: Class 5 contains 47014 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 48450 members 
Mstep: Class 9 contains 44806 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 1291 members 
Mstep: Class 13 contains 44600 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 48867 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26264 members 
Mstep: Class 18 contains 42969 members 
Mstep: Class 19 contains 50050 members 
Mstep: Class 20 contains 49715 members 
Mstep: Class 21 contains 49900 members 
Mstep: Class 22 contains 46861 members 
Mstep: Class 23 contains 12469 members 
Mstep: Class 24 contains 8903 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111215280.000000 Penalty: 85978.023438
Iteration 148Q: 27 clusters Score -1.112153e+08 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 1527 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45242 members 
Mstep: Class 5 contains 47039 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 48454 members 
Mstep: Class 9 contains 44786 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 1293 members 
Mstep: Class 13 contains 44607 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 48851 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26254 members 
Mstep: Class 18 contains 42932 members 
Mstep: Class 19 contains 49977 members 
Mstep: Class 20 contains 49738 members 
Mstep: Class 21 contains 49867 members 
Mstep: Class 22 contains 46862 members 
Mstep: Class 23 contains 12627 members 
Mstep: Class 24 contains 8917 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111215408.000000 Penalty: 85978.023438
Iteration 149Q: 27 clusters Score -1.112154e+08 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 1534 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45219 members 
Mstep: Class 5 contains 47081 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 48459 members 
Mstep: Class 9 contains 44780 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 1295 members 
Mstep: Class 13 contains 44631 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 48812 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26236 members 
Mstep: Class 18 contains 42910 members 
Mstep: Class 19 contains 49914 members 
Mstep: Class 20 contains 49747 members 
Mstep: Class 21 contains 49785 members 
Mstep: Class 22 contains 46867 members 
Mstep: Class 23 contains 12799 members 
Mstep: Class 24 contains 8932 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111215520.000000 Penalty: 85978.023438
Iteration 150Q: 27 clusters Score -1.112155e+08 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 1540 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45232 members 
Mstep: Class 5 contains 47103 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 48437 members 
Mstep: Class 9 contains 44800 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 1293 members 
Mstep: Class 13 contains 44631 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 48776 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26226 members 
Mstep: Class 18 contains 42905 members 
Mstep: Class 19 contains 49874 members 
Mstep: Class 20 contains 49754 members 
Mstep: Class 21 contains 49731 members 
Mstep: Class 22 contains 46854 members 
Mstep: Class 23 contains 12936 members 
Mstep: Class 24 contains 8952 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111215576.000000 Penalty: 85978.023438
Iteration 151Q: 27 clusters Score -1.112156e+08 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41995 members 
Mstep: Class 2 contains 1543 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45242 members 
Mstep: Class 5 contains 47151 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 48416 members 
Mstep: Class 9 contains 44825 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 1293 members 
Mstep: Class 13 contains 44655 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 48734 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26225 members 
Mstep: Class 18 contains 42895 members 
Mstep: Class 19 contains 49806 members 
Mstep: Class 20 contains 49742 members 
Mstep: Class 21 contains 49654 members 
Mstep: Class 22 contains 46836 members 
Mstep: Class 23 contains 13080 members 
Mstep: Class 24 contains 8975 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111215848.000000 Penalty: 85978.023438
Iteration 152Q: 27 clusters Score -1.112158e+08 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 1549 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45209 members 
Mstep: Class 5 contains 47184 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 48409 members 
Mstep: Class 9 contains 44885 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 1293 members 
Mstep: Class 13 contains 44698 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 48693 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26233 members 
Mstep: Class 18 contains 42866 members 
Mstep: Class 19 contains 49710 members 
Mstep: Class 20 contains 49723 members 
Mstep: Class 21 contains 49619 members 
Mstep: Class 22 contains 46805 members 
Mstep: Class 23 contains 13230 members 
Mstep: Class 24 contains 9004 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216008.000000 Penalty: 85978.023438
Iteration 153Q: 27 clusters Score -1.11216e+08 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45224 members 
Mstep: Class 5 contains 47208 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 48418 members 
Mstep: Class 9 contains 44919 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 1293 members 
Mstep: Class 13 contains 44721 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 48689 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26224 members 
Mstep: Class 18 contains 42828 members 
Mstep: Class 19 contains 49584 members 
Mstep: Class 20 contains 49726 members 
Mstep: Class 21 contains 49565 members 
Mstep: Class 22 contains 46781 members 
Mstep: Class 23 contains 13394 members 
Mstep: Class 24 contains 9027 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216200.000000 Penalty: 85978.023438
Iteration 154Q: 27 clusters Score -1.112162e+08 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 1564 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45251 members 
Mstep: Class 5 contains 47175 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 48443 members 
Mstep: Class 9 contains 44943 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 1292 members 
Mstep: Class 13 contains 44689 members 
Mstep: Class 14 contains 629 members 
Mstep: Class 15 contains 48681 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26210 members 
Mstep: Class 18 contains 42801 members 
Mstep: Class 19 contains 49539 members 
Mstep: Class 20 contains 49731 members 
Mstep: Class 21 contains 49499 members 
Mstep: Class 22 contains 46771 members 
Mstep: Class 23 contains 13556 members 
Mstep: Class 24 contains 9053 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216568.000000 Penalty: 85978.023438
Iteration 155Q: 27 clusters Score -1.112166e+08 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 1563 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45236 members 
Mstep: Class 5 contains 47171 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 48423 members 
Mstep: Class 9 contains 44986 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 44690 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48686 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26197 members 
Mstep: Class 18 contains 42784 members 
Mstep: Class 19 contains 49459 members 
Mstep: Class 20 contains 49698 members 
Mstep: Class 21 contains 49462 members 
Mstep: Class 22 contains 46782 members 
Mstep: Class 23 contains 13718 members 
Mstep: Class 24 contains 9082 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216616.000000 Penalty: 85978.023438
Iteration 156Q: 27 clusters Score -1.112166e+08 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 1562 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45250 members 
Mstep: Class 5 contains 47179 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 48386 members 
Mstep: Class 9 contains 45049 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 44680 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48698 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26175 members 
Mstep: Class 18 contains 42748 members 
Mstep: Class 19 contains 49374 members 
Mstep: Class 20 contains 49659 members 
Mstep: Class 21 contains 49418 members 
Mstep: Class 22 contains 46762 members 
Mstep: Class 23 contains 13885 members 
Mstep: Class 24 contains 9120 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216608.000000 Penalty: 85978.023438
Iteration 157Q: 27 clusters Score -1.112166e+08 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 1563 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45272 members 
Mstep: Class 5 contains 47156 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 48378 members 
Mstep: Class 9 contains 45121 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 44672 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48701 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26150 members 
Mstep: Class 18 contains 42699 members 
Mstep: Class 19 contains 49323 members 
Mstep: Class 20 contains 49612 members 
Mstep: Class 21 contains 49411 members 
Mstep: Class 22 contains 46740 members 
Mstep: Class 23 contains 14030 members 
Mstep: Class 24 contains 9160 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216624.000000 Penalty: 85978.023438
Iteration 158Q: 27 clusters Score -1.112166e+08 nChanged 2175
Entering ConstructFrom: 
Score: -111216624.000000 Penalty: 85978.023438
Entering ConstructFrom: 
Trying to split cluster 1 (41759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Entering Unmasked Estep 
Score: -7664201.000000 Penalty: 2638.638184
	Iteration 0F: 2 clusters Score -7664201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -7636314.000000 Penalty: 5277.276367
	Iteration 0F: 3 clusters Score -7636314 nChanged 19268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -7646994.000000 Penalty: 5277.276367
	Iteration 1F: 3 clusters Score -7646994 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -7647401.000000 Penalty: 5277.276367
	Iteration 2Q: 3 clusters Score -7647401 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -7647736.500000 Penalty: 5277.276367
	Iteration 3Q: 3 clusters Score -7647736 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -7647974.000000 Penalty: 5277.276367
	Iteration 4Q: 3 clusters Score -7647974 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21598 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -7648212.000000 Penalty: 5277.276367
	Iteration 5Q: 3 clusters Score -7648212 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -7648404.000000 Penalty: 5277.276367
	Iteration 6Q: 3 clusters Score -7648404 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -7648572.000000 Penalty: 5277.276367
	Iteration 7Q: 3 clusters Score -7648572 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -7648802.000000 Penalty: 5277.276367
	Iteration 8Q: 3 clusters Score -7648802 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -7648993.500000 Penalty: 5277.276367
	Iteration 9Q: 3 clusters Score -7648994 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -7649257.500000 Penalty: 5277.276367
	Iteration 10Q: 3 clusters Score -7649258 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -7649609.500000 Penalty: 5277.276367
	Iteration 11Q: 3 clusters Score -7649610 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -7650206.500000 Penalty: 5277.276367
	Iteration 12Q: 3 clusters Score -7650206 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -7651094.000000 Penalty: 5277.276367
	Iteration 13Q: 3 clusters Score -7651094 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -7652465.500000 Penalty: 5277.276367
	Iteration 14F: 3 clusters Score -7652466 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -7654140.000000 Penalty: 5277.276367
	Iteration 15F: 3 clusters Score -7654140 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -7656122.500000 Penalty: 5277.276367
	Iteration 16F: 3 clusters Score -7656122 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -7657816.500000 Penalty: 5277.276367
	Iteration 17Q: 3 clusters Score -7657816 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -7659043.000000 Penalty: 5277.276367
	Iteration 18Q: 3 clusters Score -7659043 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -7659774.000000 Penalty: 5277.276367
	Iteration 19Q: 3 clusters Score -7659774 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -7660270.500000 Penalty: 5277.276367
	Iteration 20F: 3 clusters Score -7660270 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -7660684.500000 Penalty: 5277.276367
	Iteration 21Q: 3 clusters Score -7660684 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -7660992.500000 Penalty: 5277.276367
	Iteration 22Q: 3 clusters Score -7660992 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -7661228.000000 Penalty: 5277.276367
	Iteration 23Q: 3 clusters Score -7661228 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -7661453.000000 Penalty: 5277.276367
	Iteration 24Q: 3 clusters Score -7661453 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -7661579.000000 Penalty: 5277.276367
	Iteration 25Q: 3 clusters Score -7661579 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -7661683.500000 Penalty: 5277.276367
	Iteration 26Q: 3 clusters Score -7661684 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -7661818.500000 Penalty: 5277.276367
	Iteration 27Q: 3 clusters Score -7661818 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -7661903.000000 Penalty: 5277.276367
	Iteration 28Q: 3 clusters Score -7661903 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -7661978.000000 Penalty: 5277.276367
	Iteration 29Q: 3 clusters Score -7661978 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -7662028.000000 Penalty: 5277.276367
	Iteration 30Q: 3 clusters Score -7662028 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -7662083.500000 Penalty: 5277.276367
	Iteration 31Q: 3 clusters Score -7662084 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -7662106.000000 Penalty: 5277.276367
	Iteration 32Q: 3 clusters Score -7662106 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -7662127.500000 Penalty: 5277.276367
	Iteration 33Q: 3 clusters Score -7662128 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -7662146.000000 Penalty: 5277.276367
	Iteration 34Q: 3 clusters Score -7662146 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -7662160.000000 Penalty: 5277.276367
	Iteration 35Q: 3 clusters Score -7662160 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -7662168.500000 Penalty: 5277.276367
	Iteration 36Q: 3 clusters Score -7662168 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -7662189.500000 Penalty: 5277.276367
	Iteration 37Q: 3 clusters Score -7662190 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -7662187.500000 Penalty: 5277.276367
	Iteration 38Q: 3 clusters Score -7662188 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -7662182.500000 Penalty: 5277.276367
	Iteration 39Q: 3 clusters Score -7662182 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -7662193.500000 Penalty: 5277.276367
	Iteration 40F: 3 clusters Score -7662194 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -7662222.500000 Penalty: 5277.276367
	Iteration 41Q: 3 clusters Score -7662222 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39457 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -7662215.000000 Penalty: 5277.276367
	Iteration 42Q: 3 clusters Score -7662215 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -7662234.000000 Penalty: 5277.276367
	Iteration 43Q: 3 clusters Score -7662234 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -7662257.000000 Penalty: 5277.276367
	Iteration 44Q: 3 clusters Score -7662257 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -7662258.500000 Penalty: 5277.276367
	Iteration 45Q: 3 clusters Score -7662258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -7662259.000000 Penalty: 5277.276367
	Iteration 46Q: 3 clusters Score -7662259 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -7662265.000000 Penalty: 5277.276367
	Iteration 47Q: 3 clusters Score -7662265 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -7662273.000000 Penalty: 5277.276367
	Iteration 48Q: 3 clusters Score -7662273 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39654 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -7662279.000000 Penalty: 5277.276367
	Iteration 49Q: 3 clusters Score -7662279 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39680 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -7662267.500000 Penalty: 5277.276367
	Iteration 50Q: 3 clusters Score -7662268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -7662282.000000 Penalty: 5277.276367
	Iteration 51Q: 3 clusters Score -7662282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -7662281.000000 Penalty: 5277.276367
	Iteration 52Q: 3 clusters Score -7662281 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -7662275.500000 Penalty: 5277.276367
	Iteration 53Q: 3 clusters Score -7662276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39770 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -7662287.000000 Penalty: 5277.276367
	Iteration 54Q: 3 clusters Score -7662287 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -7662287.500000 Penalty: 5277.276367
	Iteration 55Q: 3 clusters Score -7662288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39808 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -7662294.000000 Penalty: 5277.276367
	Iteration 56Q: 3 clusters Score -7662294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -7662294.500000 Penalty: 5277.276367
	Iteration 57Q: 3 clusters Score -7662294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -7662292.500000 Penalty: 5277.276367
	Iteration 58Q: 3 clusters Score -7662292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -7662306.000000 Penalty: 5277.276367
	Iteration 59Q: 3 clusters Score -7662306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -7662293.000000 Penalty: 5277.276367
	Iteration 60F: 3 clusters Score -7662293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -7662299.500000 Penalty: 5277.276367
	Iteration 61Q: 3 clusters Score -7662300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -7662299.000000 Penalty: 5277.276367
	Iteration 62Q: 3 clusters Score -7662299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -7662310.000000 Penalty: 5277.276367
	Iteration 63Q: 3 clusters Score -7662310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39902 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -7662298.000000 Penalty: 5277.276367
	Iteration 64Q: 3 clusters Score -7662298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39906 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -7662296.500000 Penalty: 5277.276367
	Iteration 65Q: 3 clusters Score -7662296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -7662298.500000 Penalty: 5277.276367
	Iteration 66Q: 3 clusters Score -7662298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -7662295.000000 Penalty: 5277.276367
	Iteration 67Q: 3 clusters Score -7662295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -7662297.000000 Penalty: 5277.276367
	Iteration 68Q: 3 clusters Score -7662297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -7662298.000000 Penalty: 5277.276367
	Iteration 69Q: 3 clusters Score -7662298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -7662291.000000 Penalty: 5277.276367
	Iteration 70Q: 3 clusters Score -7662291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -7662296.500000 Penalty: 5277.276367
	Iteration 71Q: 3 clusters Score -7662296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -7662293.500000 Penalty: 5277.276367
	Iteration 72Q: 3 clusters Score -7662294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -7662287.000000 Penalty: 5277.276367
	Iteration 73Q: 3 clusters Score -7662287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -7662293.000000 Penalty: 5277.276367
	Iteration 74Q: 3 clusters Score -7662293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -7662291.500000 Penalty: 5277.276367
	Iteration 75Q: 3 clusters Score -7662292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -7662292.500000 Penalty: 5277.276367
	Iteration 76Q: 3 clusters Score -7662292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -7662295.000000 Penalty: 5277.276367
	Iteration 77Q: 3 clusters Score -7662295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -7662295.000000 Penalty: 5277.276367
	Iteration 78F: 3 clusters Score -7662295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Entering Unmasked Estep 
Score: -285633.593750 Penalty: 1824.040527
	Iteration 0F: 2 clusters Score -285633.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -283270.500000 Penalty: 3648.081055
	Iteration 0F: 3 clusters Score -283270.5 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -283645.625000 Penalty: 3648.081055
	Iteration 1F: 3 clusters Score -283645.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -283734.656250 Penalty: 3648.081055
	Iteration 2F: 3 clusters Score -283734.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -283780.562500 Penalty: 3648.081055
	Iteration 3Q: 3 clusters Score -283780.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -283799.531250 Penalty: 3648.081055
	Iteration 4Q: 3 clusters Score -283799.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -283812.218750 Penalty: 3648.081055
	Iteration 5Q: 3 clusters Score -283812.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -283825.312500 Penalty: 3648.081055
	Iteration 6Q: 3 clusters Score -283825.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -283830.406250 Penalty: 3648.081055
	Iteration 7Q: 3 clusters Score -283830.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -283834.531250 Penalty: 3648.081055
	Iteration 8Q: 3 clusters Score -283834.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -283836.218750 Penalty: 3648.081055
	Iteration 9Q: 3 clusters Score -283836.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -283839.062500 Penalty: 3648.081055
	Iteration 10Q: 3 clusters Score -283839.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -283842.187500 Penalty: 3648.081055
	Iteration 11Q: 3 clusters Score -283842.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -283845.093750 Penalty: 3648.081055
	Iteration 12Q: 3 clusters Score -283845.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -283848.500000 Penalty: 3648.081055
	Iteration 13Q: 3 clusters Score -283848.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -283851.125000 Penalty: 3648.081055
	Iteration 14Q: 3 clusters Score -283851.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -283854.781250 Penalty: 3648.081055
	Iteration 15Q: 3 clusters Score -283854.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -283856.625000 Penalty: 3648.081055
	Iteration 16Q: 3 clusters Score -283856.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -283857.968750 Penalty: 3648.081055
	Iteration 17Q: 3 clusters Score -283858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -283859.250000 Penalty: 3648.081055
	Iteration 18Q: 3 clusters Score -283859.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -283860.187500 Penalty: 3648.081055
	Iteration 19Q: 3 clusters Score -283860.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -283860.906250 Penalty: 3648.081055
	Iteration 20F: 3 clusters Score -283860.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -283863.312500 Penalty: 3648.081055
	Iteration 21Q: 3 clusters Score -283863.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -283865.468750 Penalty: 3648.081055
	Iteration 22Q: 3 clusters Score -283865.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -283866.187500 Penalty: 3648.081055
	Iteration 23Q: 3 clusters Score -283866.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -283866.468750 Penalty: 3648.081055
	Iteration 24Q: 3 clusters Score -283866.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -283867.156250 Penalty: 3648.081055
	Iteration 25Q: 3 clusters Score -283867.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -283867.406250 Penalty: 3648.081055
	Iteration 26Q: 3 clusters Score -283867.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -283867.406250 Penalty: 3648.081055
	Iteration 27F: 3 clusters Score -283867.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -20069.357422 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -20069.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -19061.843750 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -19061.84 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19308.103516 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -19308.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19405.339844 Penalty: 2778.651123
	Iteration 2F: 3 clusters Score -19405.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -19473.023438 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -19473.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19485.330078 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -19485.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -19485.330078 Penalty: 2778.651123
	Iteration 5F: 3 clusters Score -19485.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Entering Unmasked Estep 
Score: -8271208.000000 Penalty: 2658.735840
	Iteration 0F: 2 clusters Score -8271208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -8241341.000000 Penalty: 5317.471680
	Iteration 0F: 3 clusters Score -8241341 nChanged 20949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -8252806.500000 Penalty: 5317.471680
	Iteration 1F: 3 clusters Score -8252806 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -8253284.000000 Penalty: 5317.471680
	Iteration 2Q: 3 clusters Score -8253284 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -8253746.000000 Penalty: 5317.471680
	Iteration 3Q: 3 clusters Score -8253746 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -8254194.000000 Penalty: 5317.471680
	Iteration 4Q: 3 clusters Score -8254194 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -8254654.500000 Penalty: 5317.471680
	Iteration 5Q: 3 clusters Score -8254654 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -8255274.500000 Penalty: 5317.471680
	Iteration 6Q: 3 clusters Score -8255274 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -8256204.500000 Penalty: 5317.471680
	Iteration 7Q: 3 clusters Score -8256204 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -8257582.000000 Penalty: 5317.471680
	Iteration 8F: 3 clusters Score -8257582 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -8259649.000000 Penalty: 5317.471680
	Iteration 9F: 3 clusters Score -8259649 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -8262164.000000 Penalty: 5317.471680
	Iteration 10F: 3 clusters Score -8262164 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -8264817.000000 Penalty: 5317.471680
	Iteration 11F: 3 clusters Score -8264817 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
Score: -8266900.000000 Penalty: 5317.471680
	Iteration 12F: 3 clusters Score -8266900 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
Score: -8268015.500000 Penalty: 5317.471680
	Iteration 13Q: 3 clusters Score -8268016 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -8268459.000000 Penalty: 5317.471680
	Iteration 14Q: 3 clusters Score -8268459 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 44825 members 
Entering Unmasked Estep 
Score: -8268648.000000 Penalty: 5317.471680
	Iteration 15Q: 3 clusters Score -8268648 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 44937 members 
Entering Unmasked Estep 
Score: -8268753.000000 Penalty: 5317.471680
	Iteration 16Q: 3 clusters Score -8268753 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 44976 members 
Entering Unmasked Estep 
Score: -8268794.500000 Penalty: 5317.471680
	Iteration 17Q: 3 clusters Score -8268794 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 45006 members 
Entering Unmasked Estep 
Score: -8268839.500000 Penalty: 5317.471680
	Iteration 18Q: 3 clusters Score -8268840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 45023 members 
Entering Unmasked Estep 
Score: -8268869.000000 Penalty: 5317.471680
	Iteration 19Q: 3 clusters Score -8268869 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 45030 members 
Entering Unmasked Estep 
Score: -8268884.000000 Penalty: 5317.471680
	Iteration 20F: 3 clusters Score -8268884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 45032 members 
Entering Unmasked Estep 
Score: -8268895.000000 Penalty: 5317.471680
	Iteration 21Q: 3 clusters Score -8268895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 45040 members 
Entering Unmasked Estep 
Score: -8268909.500000 Penalty: 5317.471680
	Iteration 22Q: 3 clusters Score -8268910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 45046 members 
Entering Unmasked Estep 
Score: -8268923.500000 Penalty: 5317.471680
	Iteration 23Q: 3 clusters Score -8268924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 45047 members 
Entering Unmasked Estep 
Score: -8268929.000000 Penalty: 5317.471680
	Iteration 24Q: 3 clusters Score -8268929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -8268929.500000 Penalty: 5317.471680
	Iteration 25Q: 3 clusters Score -8268930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -8268929.500000 Penalty: 5317.471680
	Iteration 26F: 3 clusters Score -8268930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (47146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47146 members 
Entering Unmasked Estep 
Score: -8702621.000000 Penalty: 2668.729004
	Iteration 0F: 2 clusters Score -8702621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -8673464.000000 Penalty: 5337.458008
	Iteration 0F: 3 clusters Score -8673464 nChanged 21646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -8685519.000000 Penalty: 5337.458008
	Iteration 1F: 3 clusters Score -8685519 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -8686058.000000 Penalty: 5337.458008
	Iteration 2Q: 3 clusters Score -8686058 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -8686528.000000 Penalty: 5337.458008
	Iteration 3Q: 3 clusters Score -8686528 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -8686932.000000 Penalty: 5337.458008
	Iteration 4Q: 3 clusters Score -8686932 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -8687367.000000 Penalty: 5337.458008
	Iteration 5Q: 3 clusters Score -8687367 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 24003 members 
Entering Unmasked Estep 
Score: -8687839.000000 Penalty: 5337.458008
	Iteration 6Q: 3 clusters Score -8687839 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -8688461.000000 Penalty: 5337.458008
	Iteration 7Q: 3 clusters Score -8688461 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -8689306.000000 Penalty: 5337.458008
	Iteration 8Q: 3 clusters Score -8689306 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -8690289.000000 Penalty: 5337.458008
	Iteration 9Q: 3 clusters Score -8690289 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -8691700.000000 Penalty: 5337.458008
	Iteration 10Q: 3 clusters Score -8691700 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -8693544.000000 Penalty: 5337.458008
	Iteration 11F: 3 clusters Score -8693544 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -8695309.000000 Penalty: 5337.458008
	Iteration 12F: 3 clusters Score -8695309 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -8696404.000000 Penalty: 5337.458008
	Iteration 13Q: 3 clusters Score -8696404 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -8696987.000000 Penalty: 5337.458008
	Iteration 14Q: 3 clusters Score -8696987 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -8697360.000000 Penalty: 5337.458008
	Iteration 15Q: 3 clusters Score -8697360 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 27171 members 
Entering Unmasked Estep 
Score: -8697658.000000 Penalty: 5337.458008
	Iteration 16Q: 3 clusters Score -8697658 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -8697914.000000 Penalty: 5337.458008
	Iteration 17Q: 3 clusters Score -8697914 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -8698222.000000 Penalty: 5337.458008
	Iteration 18Q: 3 clusters Score -8698222 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -8698461.000000 Penalty: 5337.458008
	Iteration 19Q: 3 clusters Score -8698461 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -8698659.000000 Penalty: 5337.458008
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8698828 nChanged 605
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8699015 nChanged 581
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Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8699206 nChanged 541
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Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8699356 nChanged 516
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Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8699805 nChanged 428
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Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8699957 nChanged 408
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Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 32728 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 33126 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8700037 nChanged 427
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Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8700197 nChanged 425
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Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 34402 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8700260 nChanged 441
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Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8700381 nChanged 431
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Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8700465 nChanged 440
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Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8700560 nChanged 453
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Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8700655 nChanged 528
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Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8700748 nChanged 519
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Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8700913 nChanged 542
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Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8701037 nChanged 544
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Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 38743 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 39527 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 39873 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 40167 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 40422 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 40638 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 41197 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 41860 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 41980 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8701997 nChanged 87
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Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8701990 nChanged 99
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Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 42260 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 42565 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 42657 members 
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Mstep: Class 1 contains 4327 members 
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Mstep: Class 2 contains 42967 members 
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Mstep: Class 1 contains 4109 members 
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Mstep: Class 1 contains 4033 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8701967 nChanged 68
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Mstep: Class 1 contains 3965 members 
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	Iteration 73Q: 3 clusters Score -8701967 nChanged 64
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 3775 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8701917 nChanged 64
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Mstep: Class 1 contains 3549 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8701886 nChanged 59
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Mstep: Class 1 contains 3490 members 
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	Iteration 81Q: 3 clusters Score -8701894 nChanged 60
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	Iteration 82Q: 3 clusters Score -8701886 nChanged 65
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Mstep: Class 1 contains 3365 members 
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Mstep: Class 1 contains 3257 members 
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Mstep: Class 1 contains 3225 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8701835 nChanged 29
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	Iteration 91Q: 3 clusters Score -8701830 nChanged 33
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	Iteration 92Q: 3 clusters Score -8701809 nChanged 27
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	Iteration 93Q: 3 clusters Score -8701796 nChanged 26
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	Iteration 94Q: 3 clusters Score -8701796 nChanged 27
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	Iteration 95Q: 3 clusters Score -8701789 nChanged 24
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	Iteration 100F: 3 clusters Score -8701769 nChanged 24
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	Iteration 101Q: 3 clusters Score -8701761 nChanged 22
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	Iteration 103Q: 3 clusters Score -8701750 nChanged 29
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	Iteration 104Q: 3 clusters Score -8701728 nChanged 34
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	Iteration 105Q: 3 clusters Score -8701725 nChanged 27
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	Iteration 106Q: 3 clusters Score -8701719 nChanged 22
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	Iteration 108Q: 3 clusters Score -8701688 nChanged 21
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	Iteration 109Q: 3 clusters Score -8701693 nChanged 18
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	Iteration 110Q: 3 clusters Score -8701686 nChanged 21
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	Iteration 111Q: 3 clusters Score -8701693 nChanged 19
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	Iteration 112Q: 3 clusters Score -8701685 nChanged 20
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	Iteration 113Q: 3 clusters Score -8701662 nChanged 24
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	Iteration 114Q: 3 clusters Score -8701644 nChanged 23
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Entering Unmasked Estep 
Score: -8701632.000000 Penalty: 5337.458008
	Iteration 115Q: 3 clusters Score -8701632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
Score: -8701635.000000 Penalty: 5337.458008
	Iteration 116Q: 3 clusters Score -8701635 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 44639 members 
Entering Unmasked Estep 
Score: -8701620.000000 Penalty: 5337.458008
	Iteration 117Q: 3 clusters Score -8701620 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 44660 members 
Entering Unmasked Estep 
Score: -8701628.000000 Penalty: 5337.458008
	Iteration 118Q: 3 clusters Score -8701628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 44681 members 
Entering Unmasked Estep 
Score: -8701627.000000 Penalty: 5337.458008
	Iteration 119Q: 3 clusters Score -8701627 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 44699 members 
Entering Unmasked Estep 
Score: -8701631.000000 Penalty: 5337.458008
	Iteration 120F: 3 clusters Score -8701631 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -8701626.000000 Penalty: 5337.458008
	Iteration 121Q: 3 clusters Score -8701626 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 44736 members 
Entering Unmasked Estep 
Score: -8701637.000000 Penalty: 5337.458008
	Iteration 122Q: 3 clusters Score -8701637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 44751 members 
Entering Unmasked Estep 
Score: -8701623.000000 Penalty: 5337.458008
	Iteration 123Q: 3 clusters Score -8701623 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 44772 members 
Entering Unmasked Estep 
Score: -8701624.000000 Penalty: 5337.458008
	Iteration 124Q: 3 clusters Score -8701624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 44789 members 
Entering Unmasked Estep 
Score: -8701619.000000 Penalty: 5337.458008
	Iteration 125Q: 3 clusters Score -8701619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 44799 members 
Entering Unmasked Estep 
Score: -8701602.000000 Penalty: 5337.458008
	Iteration 126Q: 3 clusters Score -8701602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 44817 members 
Entering Unmasked Estep 
Score: -8701593.000000 Penalty: 5337.458008
	Iteration 127Q: 3 clusters Score -8701593 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 44841 members 
Entering Unmasked Estep 
Score: -8701573.000000 Penalty: 5337.458008
	Iteration 128Q: 3 clusters Score -8701573 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 44874 members 
Entering Unmasked Estep 
Score: -8701581.000000 Penalty: 5337.458008
	Iteration 129Q: 3 clusters Score -8701581 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -8701572.000000 Penalty: 5337.458008
	Iteration 130Q: 3 clusters Score -8701572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 44930 members 
Entering Unmasked Estep 
Score: -8701570.000000 Penalty: 5337.458008
	Iteration 131Q: 3 clusters Score -8701570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 44951 members 
Entering Unmasked Estep 
Score: -8701567.000000 Penalty: 5337.458008
	Iteration 132Q: 3 clusters Score -8701567 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -8701556.000000 Penalty: 5337.458008
	Iteration 133Q: 3 clusters Score -8701556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 44978 members 
Entering Unmasked Estep 
Score: -8701541.000000 Penalty: 5337.458008
	Iteration 134Q: 3 clusters Score -8701541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 44985 members 
Entering Unmasked Estep 
Score: -8701556.000000 Penalty: 5337.458008
	Iteration 135Q: 3 clusters Score -8701556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 44992 members 
Entering Unmasked Estep 
Score: -8701541.000000 Penalty: 5337.458008
	Iteration 136Q: 3 clusters Score -8701541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 44995 members 
Entering Unmasked Estep 
Score: -8701539.000000 Penalty: 5337.458008
	Iteration 137Q: 3 clusters Score -8701539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 44996 members 
Entering Unmasked Estep 
Score: -8701534.000000 Penalty: 5337.458008
	Iteration 138Q: 3 clusters Score -8701534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 44996 members 
Entering Unmasked Estep 
Score: -8701534.000000 Penalty: 5337.458008
	Iteration 139F: 3 clusters Score -8701534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -52032.898438 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -52032.9 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 244 members 
Entering Unmasked Estep 
Score: -50587.792969 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -50587.79 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -50823.585938 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -50823.59 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -50989.218750 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -50989.22 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -51132.105469 Penalty: 3080.457520
	Iteration 3F: 3 clusters Score -51132.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -51233.164062 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -51233.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -51325.562500 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -51325.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -51394.906250 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -51394.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -51467.804688 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -51467.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51562.691406 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -51562.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -51617.738281 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -51617.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -51683.679688 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -51683.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51702.281250 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -51702.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51704.023438 Penalty: 3080.457520
	Iteration 12Q: 3 clusters Score -51704.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51709.695312 Penalty: 3080.457520
	Iteration 13F: 3 clusters Score -51709.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -51713.894531 Penalty: 3080.457520
	Iteration 14Q: 3 clusters Score -51713.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51715.863281 Penalty: 3080.457520
	Iteration 15Q: 3 clusters Score -51715.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51715.863281 Penalty: 3080.457520
	Iteration 16F: 3 clusters Score -51715.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Entering Unmasked Estep 
Score: -172057.875000 Penalty: 1736.082886
	Iteration 0F: 2 clusters Score -172057.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -170115.031250 Penalty: 3472.165771
	Iteration 0F: 3 clusters Score -170115 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -170537.234375 Penalty: 3472.165771
	Iteration 1F: 3 clusters Score -170537.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -170744.703125 Penalty: 3472.165771
	Iteration 2F: 3 clusters Score -170744.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -170856.609375 Penalty: 3472.165771
	Iteration 3F: 3 clusters Score -170856.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -170917.671875 Penalty: 3472.165771
	Iteration 4Q: 3 clusters Score -170917.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -170967.671875 Penalty: 3472.165771
	Iteration 5Q: 3 clusters Score -170967.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -171017.390625 Penalty: 3472.165771
	Iteration 6Q: 3 clusters Score -171017.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -171051.906250 Penalty: 3472.165771
	Iteration 7Q: 3 clusters Score -171051.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -171088.171875 Penalty: 3472.165771
	Iteration 8Q: 3 clusters Score -171088.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -171108.796875 Penalty: 3472.165771
	Iteration 9Q: 3 clusters Score -171108.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -171123.468750 Penalty: 3472.165771
	Iteration 10Q: 3 clusters Score -171123.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -171146.109375 Penalty: 3472.165771
	Iteration 11Q: 3 clusters Score -171146.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -171167.453125 Penalty: 3472.165771
	Iteration 12Q: 3 clusters Score -171167.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -171184.062500 Penalty: 3472.165771
	Iteration 13Q: 3 clusters Score -171184.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -171204.140625 Penalty: 3472.165771
	Iteration 14Q: 3 clusters Score -171204.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -171220.828125 Penalty: 3472.165771
	Iteration 15Q: 3 clusters Score -171220.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -171232.828125 Penalty: 3472.165771
	Iteration 16Q: 3 clusters Score -171232.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -171245.718750 Penalty: 3472.165771
	Iteration 17Q: 3 clusters Score -171245.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -171285.734375 Penalty: 3472.165771
	Iteration 18Q: 3 clusters Score -171285.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -171397.265625 Penalty: 3472.165771
	Iteration 19Q: 3 clusters Score -171397.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -171492.687500 Penalty: 3472.165771
	Iteration 20F: 3 clusters Score -171492.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -171515.437500 Penalty: 3472.165771
	Iteration 21Q: 3 clusters Score -171515.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -171527.093750 Penalty: 3472.165771
	Iteration 22Q: 3 clusters Score -171527.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -171533.906250 Penalty: 3472.165771
	Iteration 23Q: 3 clusters Score -171533.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -171538.656250 Penalty: 3472.165771
	Iteration 24Q: 3 clusters Score -171538.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -171548.500000 Penalty: 3472.165771
	Iteration 25Q: 3 clusters Score -171548.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -171558.937500 Penalty: 3472.165771
	Iteration 26Q: 3 clusters Score -171558.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -171570.921875 Penalty: 3472.165771
	Iteration 27Q: 3 clusters Score -171570.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -171583.718750 Penalty: 3472.165771
	Iteration 28Q: 3 clusters Score -171583.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -171606.890625 Penalty: 3472.165771
	Iteration 29Q: 3 clusters Score -171606.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -171624.781250 Penalty: 3472.165771
	Iteration 30Q: 3 clusters Score -171624.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -171645.750000 Penalty: 3472.165771
	Iteration 31Q: 3 clusters Score -171645.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -171668.296875 Penalty: 3472.165771
	Iteration 32Q: 3 clusters Score -171668.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -171704.546875 Penalty: 3472.165771
	Iteration 33Q: 3 clusters Score -171704.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -171728.171875 Penalty: 3472.165771
	Iteration 34Q: 3 clusters Score -171728.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -171740.437500 Penalty: 3472.165771
	Iteration 35Q: 3 clusters Score -171740.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -171758.968750 Penalty: 3472.165771
	Iteration 36Q: 3 clusters Score -171759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -171789.359375 Penalty: 3472.165771
	Iteration 37Q: 3 clusters Score -171789.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -171807.734375 Penalty: 3472.165771
	Iteration 38Q: 3 clusters Score -171807.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -171818.953125 Penalty: 3472.165771
	Iteration 39Q: 3 clusters Score -171819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -171821.109375 Penalty: 3472.165771
	Iteration 40F: 3 clusters Score -171821.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -171822.609375 Penalty: 3472.165771
	Iteration 41Q: 3 clusters Score -171822.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -171822.609375 Penalty: 3472.165771
	Iteration 42F: 3 clusters Score -171822.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (48330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48330 members 
Entering Unmasked Estep 
Score: -8959382.000000 Penalty: 2674.880371
	Iteration 0F: 2 clusters Score -8959382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -8930176.000000 Penalty: 5349.760742
	Iteration 0F: 3 clusters Score -8930176 nChanged 22404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -8942853.000000 Penalty: 5349.760742
	Iteration 1F: 3 clusters Score -8942853 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -8943537.000000 Penalty: 5349.760742
	Iteration 2Q: 3 clusters Score -8943537 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -8944188.000000 Penalty: 5349.760742
	Iteration 3Q: 3 clusters Score -8944188 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -8945012.000000 Penalty: 5349.760742
	Iteration 4Q: 3 clusters Score -8945012 nChanged 2181
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 24818 members 
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Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -8946795 nChanged 2252
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Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 25610 members 
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	Iteration 9Q: 3 clusters Score -8950641 nChanged 2156
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Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 26501 members 
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	Iteration 12Q: 3 clusters Score -8952568 nChanged 728
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Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8952707 nChanged 565
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Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8952928 nChanged 519
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Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8953069 nChanged 540
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Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8953195 nChanged 553
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Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8953331 nChanged 607
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Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8953461 nChanged 611
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Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 29690 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8953564 nChanged 611
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Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 30171 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8953710 nChanged 643
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Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8953883 nChanged 637
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Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8954041 nChanged 670
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Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 31717 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8954226 nChanged 728
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Mstep: Class 2 contains 32285 members 
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	Iteration 25Q: 3 clusters Score -8954444 nChanged 735
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Mstep: Class 2 contains 32790 members 
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	Iteration 26Q: 3 clusters Score -8954641 nChanged 751
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Mstep: Class 2 contains 33245 members 
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	Iteration 27Q: 3 clusters Score -8954927 nChanged 759
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Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 33682 members 
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	Iteration 28Q: 3 clusters Score -8955226 nChanged 790
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Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 34148 members 
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	Iteration 29Q: 3 clusters Score -8955565 nChanged 759
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Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 34561 members 
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Mstep: Class 2 contains 34922 members 
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	Iteration 31Q: 3 clusters Score -8956280 nChanged 826
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Mstep: Class 2 contains 35312 members 
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	Iteration 33Q: 3 clusters Score -8957166 nChanged 716
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	Iteration 63Q: 3 clusters Score -8958833 nChanged 85
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	Iteration 66Q: 3 clusters Score -8958827 nChanged 70
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	Iteration 69Q: 3 clusters Score -8958865 nChanged 59
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	Iteration 71Q: 3 clusters Score -8958871 nChanged 44
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	Iteration 72Q: 3 clusters Score -8958869 nChanged 53
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	Iteration 79Q: 3 clusters Score -8958860 nChanged 68
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	Iteration 80F: 3 clusters Score -8958839 nChanged 64
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	Iteration 81Q: 3 clusters Score -8958846 nChanged 78
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	Iteration 84Q: 3 clusters Score -8958832 nChanged 80
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	Iteration 93Q: 3 clusters Score -8958841 nChanged 62
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	Iteration 96Q: 3 clusters Score -8958807 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -8958822.000000 Penalty: 5349.760742
	Iteration 97Q: 3 clusters Score -8958822 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
Score: -8958812.000000 Penalty: 5349.760742
	Iteration 98Q: 3 clusters Score -8958812 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -8958805.000000 Penalty: 5349.760742
	Iteration 99Q: 3 clusters Score -8958805 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 43748 members 
Entering Unmasked Estep 
Score: -8958808.000000 Penalty: 5349.760742
	Iteration 100F: 3 clusters Score -8958808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -8958810.000000 Penalty: 5349.760742
	Iteration 101Q: 3 clusters Score -8958810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 43800 members 
Entering Unmasked Estep 
Score: -8958810.000000 Penalty: 5349.760742
	Iteration 102Q: 3 clusters Score -8958810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 43822 members 
Entering Unmasked Estep 
Score: -8958801.000000 Penalty: 5349.760742
	Iteration 103Q: 3 clusters Score -8958801 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -8958792.000000 Penalty: 5349.760742
	Iteration 104Q: 3 clusters Score -8958792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 43874 members 
Entering Unmasked Estep 
Score: -8958792.000000 Penalty: 5349.760742
	Iteration 105Q: 3 clusters Score -8958792 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 43900 members 
Entering Unmasked Estep 
Score: -8958795.000000 Penalty: 5349.760742
	Iteration 106Q: 3 clusters Score -8958795 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 43923 members 
Entering Unmasked Estep 
Score: -8958775.000000 Penalty: 5349.760742
	Iteration 107Q: 3 clusters Score -8958775 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 43937 members 
Entering Unmasked Estep 
Score: -8958775.000000 Penalty: 5349.760742
	Iteration 108Q: 3 clusters Score -8958775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -8958766.000000 Penalty: 5349.760742
	Iteration 109Q: 3 clusters Score -8958766 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 43975 members 
Entering Unmasked Estep 
Score: -8958765.000000 Penalty: 5349.760742
	Iteration 110Q: 3 clusters Score -8958765 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 44002 members 
Entering Unmasked Estep 
Score: -8958768.000000 Penalty: 5349.760742
	Iteration 111Q: 3 clusters Score -8958768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 44028 members 
Entering Unmasked Estep 
Score: -8958757.000000 Penalty: 5349.760742
	Iteration 112Q: 3 clusters Score -8958757 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -8958753.000000 Penalty: 5349.760742
	Iteration 113Q: 3 clusters Score -8958753 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -8958748.000000 Penalty: 5349.760742
	Iteration 114Q: 3 clusters Score -8958748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 44095 members 
Entering Unmasked Estep 
Score: -8958737.000000 Penalty: 5349.760742
	Iteration 115Q: 3 clusters Score -8958737 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 44123 members 
Entering Unmasked Estep 
Score: -8958716.000000 Penalty: 5349.760742
	Iteration 116Q: 3 clusters Score -8958716 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 44158 members 
Entering Unmasked Estep 
Score: -8958707.000000 Penalty: 5349.760742
	Iteration 117Q: 3 clusters Score -8958707 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -8958687.000000 Penalty: 5349.760742
	Iteration 118Q: 3 clusters Score -8958687 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -8958677.000000 Penalty: 5349.760742
	Iteration 119Q: 3 clusters Score -8958677 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -8958684.000000 Penalty: 5349.760742
	Iteration 120F: 3 clusters Score -8958684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -8958685.000000 Penalty: 5349.760742
	Iteration 121Q: 3 clusters Score -8958685 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 44261 members 
Entering Unmasked Estep 
Score: -8958678.000000 Penalty: 5349.760742
	Iteration 122Q: 3 clusters Score -8958678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 44275 members 
Entering Unmasked Estep 
Score: -8958677.000000 Penalty: 5349.760742
	Iteration 123Q: 3 clusters Score -8958677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -8958683.000000 Penalty: 5349.760742
	Iteration 124Q: 3 clusters Score -8958683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 44297 members 
Entering Unmasked Estep 
Score: -8958680.000000 Penalty: 5349.760742
	Iteration 125Q: 3 clusters Score -8958680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 44308 members 
Entering Unmasked Estep 
Score: -8958670.000000 Penalty: 5349.760742
	Iteration 126Q: 3 clusters Score -8958670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 44327 members 
Entering Unmasked Estep 
Score: -8958670.000000 Penalty: 5349.760742
	Iteration 127Q: 3 clusters Score -8958670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 44342 members 
Entering Unmasked Estep 
Score: -8958655.000000 Penalty: 5349.760742
	Iteration 128Q: 3 clusters Score -8958655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 44355 members 
Entering Unmasked Estep 
Score: -8958678.000000 Penalty: 5349.760742
	Iteration 129Q: 3 clusters Score -8958678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -8958669.000000 Penalty: 5349.760742
	Iteration 130Q: 3 clusters Score -8958669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -8958648.000000 Penalty: 5349.760742
	Iteration 131Q: 3 clusters Score -8958648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 44400 members 
Entering Unmasked Estep 
Score: -8958644.000000 Penalty: 5349.760742
	Iteration 132Q: 3 clusters Score -8958644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 44413 members 
Entering Unmasked Estep 
Score: -8958637.000000 Penalty: 5349.760742
	Iteration 133Q: 3 clusters Score -8958637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 44429 members 
Entering Unmasked Estep 
Score: -8958648.000000 Penalty: 5349.760742
	Iteration 134Q: 3 clusters Score -8958648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -8958629.000000 Penalty: 5349.760742
	Iteration 135Q: 3 clusters Score -8958629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -8958638.000000 Penalty: 5349.760742
	Iteration 136Q: 3 clusters Score -8958638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 44469 members 
Entering Unmasked Estep 
Score: -8958625.000000 Penalty: 5349.760742
	Iteration 137Q: 3 clusters Score -8958625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 44479 members 
Entering Unmasked Estep 
Score: -8958620.000000 Penalty: 5349.760742
	Iteration 138Q: 3 clusters Score -8958620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 44490 members 
Entering Unmasked Estep 
Score: -8958617.000000 Penalty: 5349.760742
	Iteration 139Q: 3 clusters Score -8958617 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -8958602.000000 Penalty: 5349.760742
	Iteration 140F: 3 clusters Score -8958602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -8958601.000000 Penalty: 5349.760742
	Iteration 141Q: 3 clusters Score -8958601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 44522 members 
Entering Unmasked Estep 
Score: -8958600.000000 Penalty: 5349.760742
	Iteration 142Q: 3 clusters Score -8958600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -8958598.000000 Penalty: 5349.760742
	Iteration 143Q: 3 clusters Score -8958598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 44556 members 
Entering Unmasked Estep 
Score: -8958579.000000 Penalty: 5349.760742
	Iteration 144Q: 3 clusters Score -8958579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 44572 members 
Entering Unmasked Estep 
Score: -8958575.000000 Penalty: 5349.760742
	Iteration 145Q: 3 clusters Score -8958575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 44590 members 
Entering Unmasked Estep 
Score: -8958570.000000 Penalty: 5349.760742
	Iteration 146Q: 3 clusters Score -8958570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -8958577.000000 Penalty: 5349.760742
	Iteration 147Q: 3 clusters Score -8958577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -8958584.000000 Penalty: 5349.760742
	Iteration 148Q: 3 clusters Score -8958584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 44628 members 
Entering Unmasked Estep 
Score: -8958569.000000 Penalty: 5349.760742
	Iteration 149Q: 3 clusters Score -8958569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 44643 members 
Entering Unmasked Estep 
Score: -8958571.000000 Penalty: 5349.760742
	Iteration 150Q: 3 clusters Score -8958571 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 44659 members 
Entering Unmasked Estep 
Score: -8958569.000000 Penalty: 5349.760742
	Iteration 151Q: 3 clusters Score -8958569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 44666 members 
Entering Unmasked Estep 
Score: -8958576.000000 Penalty: 5349.760742
	Iteration 152Q: 3 clusters Score -8958576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
Score: -8958568.000000 Penalty: 5349.760742
	Iteration 153Q: 3 clusters Score -8958568 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 44686 members 
Entering Unmasked Estep 
Score: -8958565.000000 Penalty: 5349.760742
	Iteration 154Q: 3 clusters Score -8958565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 44696 members 
Entering Unmasked Estep 
Score: -8958559.000000 Penalty: 5349.760742
	Iteration 155Q: 3 clusters Score -8958559 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -8958542.000000 Penalty: 5349.760742
	Iteration 156Q: 3 clusters Score -8958542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 44713 members 
Entering Unmasked Estep 
Score: -8958551.000000 Penalty: 5349.760742
	Iteration 157Q: 3 clusters Score -8958551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 44719 members 
Entering Unmasked Estep 
Score: -8958551.000000 Penalty: 5349.760742
	Iteration 158Q: 3 clusters Score -8958551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 44724 members 
Entering Unmasked Estep 
Score: -8958556.000000 Penalty: 5349.760742
	Iteration 159Q: 3 clusters Score -8958556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -8958551.000000 Penalty: 5349.760742
	Iteration 160F: 3 clusters Score -8958551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 44729 members 
Entering Unmasked Estep 
Score: -8958559.000000 Penalty: 5349.760742
	Iteration 161Q: 3 clusters Score -8958559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 44732 members 
Entering Unmasked Estep 
Score: -8958549.000000 Penalty: 5349.760742
	Iteration 162Q: 3 clusters Score -8958549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 44734 members 
Entering Unmasked Estep 
Score: -8958547.000000 Penalty: 5349.760742
	Iteration 163Q: 3 clusters Score -8958547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -8958545.000000 Penalty: 5349.760742
	Iteration 164Q: 3 clusters Score -8958545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -8958545.000000 Penalty: 5349.760742
	Iteration 165F: 3 clusters Score -8958545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Entering Unmasked Estep 
Score: -8307085.000000 Penalty: 2658.204102
	Iteration 0F: 2 clusters Score -8307085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -8277955.000000 Penalty: 5316.408203
	Iteration 0F: 3 clusters Score -8277955 nChanged 20807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -8289466.500000 Penalty: 5316.408203
	Iteration 1F: 3 clusters Score -8289466 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -8290144.500000 Penalty: 5316.408203
	Iteration 2Q: 3 clusters Score -8290144 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -8291002.000000 Penalty: 5316.408203
	Iteration 3Q: 3 clusters Score -8291002 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -8292166.000000 Penalty: 5316.408203
	Iteration 4F: 3 clusters Score -8292166 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -8294179.500000 Penalty: 5316.408203
	Iteration 5F: 3 clusters Score -8294180 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -8296959.000000 Penalty: 5316.408203
	Iteration 6F: 3 clusters Score -8296959 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -8300339.500000 Penalty: 5316.408203
	Iteration 7F: 3 clusters Score -8300340 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -8302881.000000 Penalty: 5316.408203
	Iteration 8F: 3 clusters Score -8302881 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 43814 members 
Entering Unmasked Estep 
Score: -8304027.000000 Penalty: 5316.408203
	Iteration 9Q: 3 clusters Score -8304027 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 44490 members 
Entering Unmasked Estep 
Score: -8304492.500000 Penalty: 5316.408203
	Iteration 10Q: 3 clusters Score -8304492 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 44731 members 
Entering Unmasked Estep 
Score: -8304673.500000 Penalty: 5316.408203
	Iteration 11Q: 3 clusters Score -8304674 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -8304749.000000 Penalty: 5316.408203
	Iteration 12Q: 3 clusters Score -8304749 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 44864 members 
Entering Unmasked Estep 
Score: -8304777.000000 Penalty: 5316.408203
	Iteration 13Q: 3 clusters Score -8304777 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 44886 members 
Entering Unmasked Estep 
Score: -8304810.000000 Penalty: 5316.408203
	Iteration 14Q: 3 clusters Score -8304810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 44902 members 
Entering Unmasked Estep 
Score: -8304835.500000 Penalty: 5316.408203
	Iteration 15Q: 3 clusters Score -8304836 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 44918 members 
Entering Unmasked Estep 
Score: -8304846.500000 Penalty: 5316.408203
	Iteration 16Q: 3 clusters Score -8304846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 44923 members 
Entering Unmasked Estep 
Score: -8304854.000000 Penalty: 5316.408203
	Iteration 17Q: 3 clusters Score -8304854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 44929 members 
Entering Unmasked Estep 
Score: -8304866.500000 Penalty: 5316.408203
	Iteration 18Q: 3 clusters Score -8304866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 44932 members 
Entering Unmasked Estep 
Score: -8304874.500000 Penalty: 5316.408203
	Iteration 19Q: 3 clusters Score -8304874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -8304876.500000 Penalty: 5316.408203
	Iteration 20F: 3 clusters Score -8304876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Entering Unmasked Estep 
Score: -403136.250000 Penalty: 1928.060059
	Iteration 0F: 2 clusters Score -403136.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -400306.562500 Penalty: 3856.120117
	Iteration 0F: 3 clusters Score -400306.6 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -400958.843750 Penalty: 3856.120117
	Iteration 1F: 3 clusters Score -400958.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -401313.562500 Penalty: 3856.120117
	Iteration 2F: 3 clusters Score -401313.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -401583.062500 Penalty: 3856.120117
	Iteration 3F: 3 clusters Score -401583.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -401778.125000 Penalty: 3856.120117
	Iteration 4F: 3 clusters Score -401778.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -401934.625000 Penalty: 3856.120117
	Iteration 5F: 3 clusters Score -401934.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -402059.906250 Penalty: 3856.120117
	Iteration 6Q: 3 clusters Score -402059.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -402170.156250 Penalty: 3856.120117
	Iteration 7Q: 3 clusters Score -402170.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -402220.937500 Penalty: 3856.120117
	Iteration 8Q: 3 clusters Score -402220.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -402247.687500 Penalty: 3856.120117
	Iteration 9Q: 3 clusters Score -402247.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -402262.406250 Penalty: 3856.120117
	Iteration 10Q: 3 clusters Score -402262.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -402276.218750 Penalty: 3856.120117
	Iteration 11Q: 3 clusters Score -402276.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -402289.125000 Penalty: 3856.120117
	Iteration 12Q: 3 clusters Score -402289.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -402299.656250 Penalty: 3856.120117
	Iteration 13Q: 3 clusters Score -402299.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -402314.593750 Penalty: 3856.120117
	Iteration 14Q: 3 clusters Score -402314.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -402331.406250 Penalty: 3856.120117
	Iteration 15Q: 3 clusters Score -402331.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -402352.656250 Penalty: 3856.120117
	Iteration 16Q: 3 clusters Score -402352.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -402364.843750 Penalty: 3856.120117
	Iteration 17Q: 3 clusters Score -402364.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -402369.468750 Penalty: 3856.120117
	Iteration 18Q: 3 clusters Score -402369.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -402374.468750 Penalty: 3856.120117
	Iteration 19Q: 3 clusters Score -402374.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -402380.781250 Penalty: 3856.120117
	Iteration 20F: 3 clusters Score -402380.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -402385.531250 Penalty: 3856.120117
	Iteration 21Q: 3 clusters Score -402385.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -402388.031250 Penalty: 3856.120117
	Iteration 22Q: 3 clusters Score -402388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -402392.312500 Penalty: 3856.120117
	Iteration 23Q: 3 clusters Score -402392.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -402397.906250 Penalty: 3856.120117
	Iteration 24Q: 3 clusters Score -402397.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -402400.500000 Penalty: 3856.120117
	Iteration 25Q: 3 clusters Score -402400.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -402401.968750 Penalty: 3856.120117
	Iteration 26Q: 3 clusters Score -402402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -402403.656250 Penalty: 3856.120117
	Iteration 27Q: 3 clusters Score -402403.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -402403.656250 Penalty: 3856.120117
	Iteration 28Q: 3 clusters Score -402403.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -402403.656250 Penalty: 3856.120117
	Iteration 29F: 3 clusters Score -402403.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Entering Unmasked Estep 
Score: -128892.187500 Penalty: 1644.082031
	Iteration 0F: 2 clusters Score -128892.2 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 366 members 
Entering Unmasked Estep 
Score: -127171.570312 Penalty: 3288.164062
	Iteration 0F: 3 clusters Score -127171.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -127453.820312 Penalty: 3288.164062
	Iteration 1F: 3 clusters Score -127453.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -127627.265625 Penalty: 3288.164062
	Iteration 2F: 3 clusters Score -127627.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -127736.226562 Penalty: 3288.164062
	Iteration 3F: 3 clusters Score -127736.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -127827.265625 Penalty: 3288.164062
	Iteration 4Q: 3 clusters Score -127827.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -127883.835938 Penalty: 3288.164062
	Iteration 5Q: 3 clusters Score -127883.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -127919.296875 Penalty: 3288.164062
	Iteration 6Q: 3 clusters Score -127919.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -127946.554688 Penalty: 3288.164062
	Iteration 7Q: 3 clusters Score -127946.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -127965.226562 Penalty: 3288.164062
	Iteration 8Q: 3 clusters Score -127965.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -127980.109375 Penalty: 3288.164062
	Iteration 9Q: 3 clusters Score -127980.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -127993.484375 Penalty: 3288.164062
	Iteration 10Q: 3 clusters Score -127993.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -128003.781250 Penalty: 3288.164062
	Iteration 11Q: 3 clusters Score -128003.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -128010.906250 Penalty: 3288.164062
	Iteration 12Q: 3 clusters Score -128010.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -128014.382812 Penalty: 3288.164062
	Iteration 13Q: 3 clusters Score -128014.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -128014.382812 Penalty: 3288.164062
	Iteration 14F: 3 clusters Score -128014.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Entering Unmasked Estep 
Score: -224040.328125 Penalty: 1776.274536
	Iteration 0F: 2 clusters Score -224040.3 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 633 members 
Entering Unmasked Estep 
Score: -221977.578125 Penalty: 3552.549072
	Iteration 0F: 3 clusters Score -221977.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -222538.218750 Penalty: 3552.549072
	Iteration 1F: 3 clusters Score -222538.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -222767.656250 Penalty: 3552.549072
	Iteration 2F: 3 clusters Score -222767.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -222887.609375 Penalty: 3552.549072
	Iteration 3F: 3 clusters Score -222887.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -223023.906250 Penalty: 3552.549072
	Iteration 4F: 3 clusters Score -223023.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -223117.859375 Penalty: 3552.549072
	Iteration 5Q: 3 clusters Score -223117.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -223174.203125 Penalty: 3552.549072
	Iteration 6Q: 3 clusters Score -223174.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -223228.703125 Penalty: 3552.549072
	Iteration 7Q: 3 clusters Score -223228.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -223301.593750 Penalty: 3552.549072
	Iteration 8Q: 3 clusters Score -223301.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -223399.265625 Penalty: 3552.549072
	Iteration 9Q: 3 clusters Score -223399.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -223520.062500 Penalty: 3552.549072
	Iteration 10Q: 3 clusters Score -223520.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -223595.531250 Penalty: 3552.549072
	Iteration 11Q: 3 clusters Score -223595.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -223629.156250 Penalty: 3552.549072
	Iteration 12Q: 3 clusters Score -223629.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -223653.515625 Penalty: 3552.549072
	Iteration 13Q: 3 clusters Score -223653.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -223660.531250 Penalty: 3552.549072
	Iteration 14Q: 3 clusters Score -223660.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -223666.890625 Penalty: 3552.549072
	Iteration 15Q: 3 clusters Score -223666.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -223671.312500 Penalty: 3552.549072
	Iteration 16Q: 3 clusters Score -223671.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -223675.171875 Penalty: 3552.549072
	Iteration 17Q: 3 clusters Score -223675.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -223676.531250 Penalty: 3552.549072
	Iteration 18Q: 3 clusters Score -223676.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -223677.171875 Penalty: 3552.549072
	Iteration 19Q: 3 clusters Score -223677.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -223677.171875 Penalty: 3552.549072
	Iteration 20F: 3 clusters Score -223677.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Entering Unmasked Estep 
Score: -8178537.000000 Penalty: 2655.505615
	Iteration 0F: 2 clusters Score -8178537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -8149798.000000 Penalty: 5311.011230
	Iteration 0F: 3 clusters Score -8149798 nChanged 20446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -8160910.500000 Penalty: 5311.011230
	Iteration 1F: 3 clusters Score -8160910 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -8161527.000000 Penalty: 5311.011230
	Iteration 2Q: 3 clusters Score -8161527 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -8162170.500000 Penalty: 5311.011230
	Iteration 3Q: 3 clusters Score -8162170 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -8163030.000000 Penalty: 5311.011230
	Iteration 4Q: 3 clusters Score -8163030 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -8164107.500000 Penalty: 5311.011230
	Iteration 5Q: 3 clusters Score -8164108 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -8165198.500000 Penalty: 5311.011230
	Iteration 6Q: 3 clusters Score -8165198 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -8166433.500000 Penalty: 5311.011230
	Iteration 7Q: 3 clusters Score -8166434 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -8167672.000000 Penalty: 5311.011230
	Iteration 8Q: 3 clusters Score -8167672 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -8168872.500000 Penalty: 5311.011230
	Iteration 9Q: 3 clusters Score -8168872 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -8170035.500000 Penalty: 5311.011230
	Iteration 10Q: 3 clusters Score -8170036 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -8170953.500000 Penalty: 5311.011230
	Iteration 11Q: 3 clusters Score -8170954 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -8171681.500000 Penalty: 5311.011230
	Iteration 12Q: 3 clusters Score -8171682 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -8172215.000000 Penalty: 5311.011230
	Iteration 13Q: 3 clusters Score -8172215 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31976 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -8172579.000000 Penalty: 5311.011230
	Iteration 14Q: 3 clusters Score -8172579 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32473 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -8172846.000000 Penalty: 5311.011230
	Iteration 15Q: 3 clusters Score -8172846 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -8173095.000000 Penalty: 5311.011230
	Iteration 16Q: 3 clusters Score -8173095 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -8173253.000000 Penalty: 5311.011230
	Iteration 17Q: 3 clusters Score -8173253 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -8173395.000000 Penalty: 5311.011230
	Iteration 18Q: 3 clusters Score -8173395 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -8173482.000000 Penalty: 5311.011230
	Iteration 19Q: 3 clusters Score -8173482 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -8173603.500000 Penalty: 5311.011230
	Iteration 20F: 3 clusters Score -8173604 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -8173743.500000 Penalty: 5311.011230
	Iteration 21Q: 3 clusters Score -8173744 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -8173865.000000 Penalty: 5311.011230
	Iteration 22Q: 3 clusters Score -8173865 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -8174070.500000 Penalty: 5311.011230
	Iteration 23Q: 3 clusters Score -8174070 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -8174215.000000 Penalty: 5311.011230
	Iteration 24Q: 3 clusters Score -8174215 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37673 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -8174383.500000 Penalty: 5311.011230
	Iteration 25Q: 3 clusters Score -8174384 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -8174534.000000 Penalty: 5311.011230
	Iteration 26Q: 3 clusters Score -8174534 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38703 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -8174691.000000 Penalty: 5311.011230
	Iteration 27Q: 3 clusters Score -8174691 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39207 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -8174853.500000 Penalty: 5311.011230
	Iteration 28Q: 3 clusters Score -8174854 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -8175029.000000 Penalty: 5311.011230
	Iteration 29Q: 3 clusters Score -8175029 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -8175168.000000 Penalty: 5311.011230
	Iteration 30Q: 3 clusters Score -8175168 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -8175328.500000 Penalty: 5311.011230
	Iteration 31Q: 3 clusters Score -8175328 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -8175479.000000 Penalty: 5311.011230
	Iteration 32Q: 3 clusters Score -8175479 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41440 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -8175606.000000 Penalty: 5311.011230
	Iteration 33Q: 3 clusters Score -8175606 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -8175740.500000 Penalty: 5311.011230
	Iteration 34Q: 3 clusters Score -8175740 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42218 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -8175866.000000 Penalty: 5311.011230
	Iteration 35Q: 3 clusters Score -8175866 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42537 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -8175943.000000 Penalty: 5311.011230
	Iteration 36Q: 3 clusters Score -8175943 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -8176053.500000 Penalty: 5311.011230
	Iteration 37Q: 3 clusters Score -8176054 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42985 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -8176123.000000 Penalty: 5311.011230
	Iteration 38Q: 3 clusters Score -8176123 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -8176179.000000 Penalty: 5311.011230
	Iteration 39Q: 3 clusters Score -8176179 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -8176230.500000 Penalty: 5311.011230
	Iteration 40F: 3 clusters Score -8176230 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43410 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -8176263.000000 Penalty: 5311.011230
	Iteration 41Q: 3 clusters Score -8176263 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -8176308.500000 Penalty: 5311.011230
	Iteration 42Q: 3 clusters Score -8176308 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -8176315.000000 Penalty: 5311.011230
	Iteration 43Q: 3 clusters Score -8176315 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -8176342.500000 Penalty: 5311.011230
	Iteration 44Q: 3 clusters Score -8176342 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43694 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -8176370.500000 Penalty: 5311.011230
	Iteration 45Q: 3 clusters Score -8176370 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43730 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -8176409.000000 Penalty: 5311.011230
	Iteration 46Q: 3 clusters Score -8176409 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -8176414.000000 Penalty: 5311.011230
	Iteration 47Q: 3 clusters Score -8176414 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -8176418.000000 Penalty: 5311.011230
	Iteration 48Q: 3 clusters Score -8176418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43806 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -8176428.000000 Penalty: 5311.011230
	Iteration 49Q: 3 clusters Score -8176428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -8176422.500000 Penalty: 5311.011230
	Iteration 50Q: 3 clusters Score -8176422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43825 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8176431.000000 Penalty: 5311.011230
	Iteration 51Q: 3 clusters Score -8176431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -8176443.500000 Penalty: 5311.011230
	Iteration 52Q: 3 clusters Score -8176444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43853 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -8176440.500000 Penalty: 5311.011230
	Iteration 53Q: 3 clusters Score -8176440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43868 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -8176443.500000 Penalty: 5311.011230
	Iteration 54Q: 3 clusters Score -8176444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8176448.500000 Penalty: 5311.011230
	Iteration 55Q: 3 clusters Score -8176448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8176446.500000 Penalty: 5311.011230
	Iteration 56Q: 3 clusters Score -8176446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8176459.500000 Penalty: 5311.011230
	Iteration 57Q: 3 clusters Score -8176460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43913 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -8176469.000000 Penalty: 5311.011230
	Iteration 58Q: 3 clusters Score -8176469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -8176476.500000 Penalty: 5311.011230
	Iteration 59Q: 3 clusters Score -8176476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -8176479.500000 Penalty: 5311.011230
	Iteration 60F: 3 clusters Score -8176480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8176488.000000 Penalty: 5311.011230
	Iteration 61Q: 3 clusters Score -8176488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43931 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8176486.000000 Penalty: 5311.011230
	Iteration 62Q: 3 clusters Score -8176486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -8176491.000000 Penalty: 5311.011230
	Iteration 63Q: 3 clusters Score -8176491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8176492.500000 Penalty: 5311.011230
	Iteration 64Q: 3 clusters Score -8176492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43944 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8176504.500000 Penalty: 5311.011230
	Iteration 65Q: 3 clusters Score -8176504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43945 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8176496.000000 Penalty: 5311.011230
	Iteration 66Q: 3 clusters Score -8176496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8176495.000000 Penalty: 5311.011230
	Iteration 67Q: 3 clusters Score -8176495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8176495.000000 Penalty: 5311.011230
	Iteration 68Q: 3 clusters Score -8176495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8176495.000000 Penalty: 5311.011230
	Iteration 69F: 3 clusters Score -8176495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -80537.273438 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -80537.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -79048.328125 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -79048.33 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -79463.421875 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -79463.42 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -79729.156250 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -79729.16 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -79909.304688 Penalty: 3197.076904
	Iteration 3F: 3 clusters Score -79909.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -80077.257812 Penalty: 3197.076904
	Iteration 4Q: 3 clusters Score -80077.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -80196.679688 Penalty: 3197.076904
	Iteration 5Q: 3 clusters Score -80196.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -80266.617188 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -80266.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -80290.882812 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -80290.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -80310.343750 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -80310.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -80313.445312 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -80313.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -80322.273438 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -80322.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -80327.671875 Penalty: 3197.076904
	Iteration 11Q: 3 clusters Score -80327.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -80329.890625 Penalty: 3197.076904
	Iteration 12Q: 3 clusters Score -80329.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -80329.890625 Penalty: 3197.076904
	Iteration 13F: 3 clusters Score -80329.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48693 members 
Entering Unmasked Estep 
Score: -8824213.000000 Penalty: 2676.735840
	Iteration 0F: 2 clusters Score -8824213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -8793075.000000 Penalty: 5353.471680
	Iteration 0F: 3 clusters Score -8793075 nChanged 22344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -8805453.000000 Penalty: 5353.471680
	Iteration 1F: 3 clusters Score -8805453 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -8805930.000000 Penalty: 5353.471680
	Iteration 2Q: 3 clusters Score -8805930 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -8806441.000000 Penalty: 5353.471680
	Iteration 3Q: 3 clusters Score -8806441 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -8807064.000000 Penalty: 5353.471680
	Iteration 4Q: 3 clusters Score -8807064 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -8807999.000000 Penalty: 5353.471680
	Iteration 5Q: 3 clusters Score -8807999 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 26647 members 
Entering Unmasked Estep 
Score: -8809260.000000 Penalty: 5353.471680
	Iteration 6Q: 3 clusters Score -8809260 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -8811119.000000 Penalty: 5353.471680
	Iteration 7F: 3 clusters Score -8811119 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
Score: -8813514.000000 Penalty: 5353.471680
	Iteration 8F: 3 clusters Score -8813514 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -8816651.000000 Penalty: 5353.471680
	Iteration 9F: 3 clusters Score -8816651 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -8819402.000000 Penalty: 5353.471680
	Iteration 10F: 3 clusters Score -8819402 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -8820702.000000 Penalty: 5353.471680
	Iteration 11Q: 3 clusters Score -8820702 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -8821304.000000 Penalty: 5353.471680
	Iteration 12Q: 3 clusters Score -8821304 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -8821645.000000 Penalty: 5353.471680
	Iteration 13Q: 3 clusters Score -8821645 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
Score: -8821930.000000 Penalty: 5353.471680
	Iteration 14Q: 3 clusters Score -8821930 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -8822073.000000 Penalty: 5353.471680
	Iteration 15Q: 3 clusters Score -8822073 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 34699 members 
Entering Unmasked Estep 
Score: -8822232.000000 Penalty: 5353.471680
	Iteration 16Q: 3 clusters Score -8822232 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -8822350.000000 Penalty: 5353.471680
	Iteration 17Q: 3 clusters Score -8822350 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -8822446.000000 Penalty: 5353.471680
	Iteration 18Q: 3 clusters Score -8822446 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -8822521.000000 Penalty: 5353.471680
	Iteration 19Q: 3 clusters Score -8822521 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -8822602.000000 Penalty: 5353.471680
	Iteration 20F: 3 clusters Score -8822602 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -8822669.000000 Penalty: 5353.471680
	Iteration 21Q: 3 clusters Score -8822669 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -8822722.000000 Penalty: 5353.471680
	Iteration 22Q: 3 clusters Score -8822722 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -8822821.000000 Penalty: 5353.471680
	Iteration 23Q: 3 clusters Score -8822821 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -8822846.000000 Penalty: 5353.471680
	Iteration 24Q: 3 clusters Score -8822846 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -8822872.000000 Penalty: 5353.471680
	Iteration 25Q: 3 clusters Score -8822872 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 36762 members 
Entering Unmasked Estep 
Score: -8822913.000000 Penalty: 5353.471680
	Iteration 26Q: 3 clusters Score -8822913 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 36881 members 
Entering Unmasked Estep 
Score: -8822939.000000 Penalty: 5353.471680
	Iteration 27Q: 3 clusters Score -8822939 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -8822961.000000 Penalty: 5353.471680
	Iteration 28Q: 3 clusters Score -8822961 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
Score: -8822997.000000 Penalty: 5353.471680
	Iteration 29Q: 3 clusters Score -8822997 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -8822998.000000 Penalty: 5353.471680
	Iteration 30Q: 3 clusters Score -8822998 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 37298 members 
Entering Unmasked Estep 
Score: -8823017.000000 Penalty: 5353.471680
	Iteration 31Q: 3 clusters Score -8823017 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -8823064.000000 Penalty: 5353.471680
	Iteration 32Q: 3 clusters Score -8823064 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -8823080.000000 Penalty: 5353.471680
	Iteration 33Q: 3 clusters Score -8823080 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -8823125.000000 Penalty: 5353.471680
	Iteration 34Q: 3 clusters Score -8823125 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -8823171.000000 Penalty: 5353.471680
	Iteration 35Q: 3 clusters Score -8823171 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 37810 members 
Entering Unmasked Estep 
Score: -8823185.000000 Penalty: 5353.471680
	Iteration 36Q: 3 clusters Score -8823185 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -8823226.000000 Penalty: 5353.471680
	Iteration 37Q: 3 clusters Score -8823226 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -8823272.000000 Penalty: 5353.471680
	Iteration 38Q: 3 clusters Score -8823272 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 38089 members 
Entering Unmasked Estep 
Score: -8823299.000000 Penalty: 5353.471680
	Iteration 39Q: 3 clusters Score -8823299 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 38153 members 
Entering Unmasked Estep 
Score: -8823326.000000 Penalty: 5353.471680
	Iteration 40F: 3 clusters Score -8823326 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 38231 members 
Entering Unmasked Estep 
Score: -8823326.000000 Penalty: 5353.471680
	Iteration 41Q: 3 clusters Score -8823326 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -8823324.000000 Penalty: 5353.471680
	Iteration 42Q: 3 clusters Score -8823324 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
Score: -8823346.000000 Penalty: 5353.471680
	Iteration 43Q: 3 clusters Score -8823346 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -8823355.000000 Penalty: 5353.471680
	Iteration 44Q: 3 clusters Score -8823355 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -8823376.000000 Penalty: 5353.471680
	Iteration 45Q: 3 clusters Score -8823376 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -8823394.000000 Penalty: 5353.471680
	Iteration 46Q: 3 clusters Score -8823394 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -8823397.000000 Penalty: 5353.471680
	Iteration 47Q: 3 clusters Score -8823397 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 38696 members 
Entering Unmasked Estep 
Score: -8823423.000000 Penalty: 5353.471680
	Iteration 48Q: 3 clusters Score -8823423 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -8823423.000000 Penalty: 5353.471680
	Iteration 49Q: 3 clusters Score -8823423 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -8823433.000000 Penalty: 5353.471680
	Iteration 50Q: 3 clusters Score -8823433 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -8823441.000000 Penalty: 5353.471680
	Iteration 51Q: 3 clusters Score -8823441 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -8823454.000000 Penalty: 5353.471680
	Iteration 52Q: 3 clusters Score -8823454 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 38864 members 
Entering Unmasked Estep 
Score: -8823466.000000 Penalty: 5353.471680
	Iteration 53Q: 3 clusters Score -8823466 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 38898 members 
Entering Unmasked Estep 
Score: -8823455.000000 Penalty: 5353.471680
	Iteration 54Q: 3 clusters Score -8823455 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 38932 members 
Entering Unmasked Estep 
Score: -8823466.000000 Penalty: 5353.471680
	Iteration 55Q: 3 clusters Score -8823466 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 38967 members 
Entering Unmasked Estep 
Score: -8823481.000000 Penalty: 5353.471680
	Iteration 56Q: 3 clusters Score -8823481 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 39011 members 
Entering Unmasked Estep 
Score: -8823488.000000 Penalty: 5353.471680
	Iteration 57Q: 3 clusters Score -8823488 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -8823501.000000 Penalty: 5353.471680
	Iteration 58Q: 3 clusters Score -8823501 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 39089 members 
Entering Unmasked Estep 
Score: -8823524.000000 Penalty: 5353.471680
	Iteration 59Q: 3 clusters Score -8823524 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -8823531.000000 Penalty: 5353.471680
	Iteration 60F: 3 clusters Score -8823531 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -8823527.000000 Penalty: 5353.471680
	Iteration 61Q: 3 clusters Score -8823527 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 39189 members 
Entering Unmasked Estep 
Score: -8823527.000000 Penalty: 5353.471680
	Iteration 62Q: 3 clusters Score -8823527 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 39209 members 
Entering Unmasked Estep 
Score: -8823529.000000 Penalty: 5353.471680
	Iteration 63Q: 3 clusters Score -8823529 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 39236 members 
Entering Unmasked Estep 
Score: -8823522.000000 Penalty: 5353.471680
	Iteration 64Q: 3 clusters Score -8823522 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -8823519.000000 Penalty: 5353.471680
	Iteration 65Q: 3 clusters Score -8823519 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -8823527.000000 Penalty: 5353.471680
	Iteration 66Q: 3 clusters Score -8823527 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -8823536.000000 Penalty: 5353.471680
	Iteration 67Q: 3 clusters Score -8823536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -8823542.000000 Penalty: 5353.471680
	Iteration 68Q: 3 clusters Score -8823542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 39334 members 
Entering Unmasked Estep 
Score: -8823541.000000 Penalty: 5353.471680
	Iteration 69Q: 3 clusters Score -8823541 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -8823562.000000 Penalty: 5353.471680
	Iteration 70Q: 3 clusters Score -8823562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 39374 members 
Entering Unmasked Estep 
Score: -8823565.000000 Penalty: 5353.471680
	Iteration 71Q: 3 clusters Score -8823565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -8823578.000000 Penalty: 5353.471680
	Iteration 72Q: 3 clusters Score -8823578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 39403 members 
Entering Unmasked Estep 
Score: -8823573.000000 Penalty: 5353.471680
	Iteration 73Q: 3 clusters Score -8823573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -8823579.000000 Penalty: 5353.471680
	Iteration 74Q: 3 clusters Score -8823579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 39429 members 
Entering Unmasked Estep 
Score: -8823576.000000 Penalty: 5353.471680
	Iteration 75Q: 3 clusters Score -8823576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 39438 members 
Entering Unmasked Estep 
Score: -8823577.000000 Penalty: 5353.471680
	Iteration 76Q: 3 clusters Score -8823577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
Score: -8823586.000000 Penalty: 5353.471680
	Iteration 77Q: 3 clusters Score -8823586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -8823582.000000 Penalty: 5353.471680
	Iteration 78Q: 3 clusters Score -8823582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 39462 members 
Entering Unmasked Estep 
Score: -8823584.000000 Penalty: 5353.471680
	Iteration 79Q: 3 clusters Score -8823584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 39468 members 
Entering Unmasked Estep 
Score: -8823583.000000 Penalty: 5353.471680
	Iteration 80F: 3 clusters Score -8823583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 39476 members 
Entering Unmasked Estep 
Score: -8823578.000000 Penalty: 5353.471680
	Iteration 81Q: 3 clusters Score -8823578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -8823587.000000 Penalty: 5353.471680
	Iteration 82Q: 3 clusters Score -8823587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -8823593.000000 Penalty: 5353.471680
	Iteration 83Q: 3 clusters Score -8823593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -8823592.000000 Penalty: 5353.471680
	Iteration 84Q: 3 clusters Score -8823592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -8823589.000000 Penalty: 5353.471680
	Iteration 85Q: 3 clusters Score -8823589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 39493 members 
Entering Unmasked Estep 
Score: -8823585.000000 Penalty: 5353.471680
	Iteration 86Q: 3 clusters Score -8823585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -8823585.000000 Penalty: 5353.471680
	Iteration 87Q: 3 clusters Score -8823585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -8823585.000000 Penalty: 5353.471680
	Iteration 88F: 3 clusters Score -8823585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Entering Unmasked Estep 
Score: -55531.972656 Penalty: 1488.963989
	Iteration 0F: 2 clusters Score -55531.97 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 186 members 
Entering Unmasked Estep 
Score: -54143.210938 Penalty: 2977.927979
	Iteration 0F: 3 clusters Score -54143.21 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -54319.261719 Penalty: 2977.927979
	Iteration 1F: 3 clusters Score -54319.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -54356.113281 Penalty: 2977.927979
	Iteration 2Q: 3 clusters Score -54356.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -54364.667969 Penalty: 2977.927979
	Iteration 3Q: 3 clusters Score -54364.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -54369.050781 Penalty: 2977.927979
	Iteration 4Q: 3 clusters Score -54369.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -54374.167969 Penalty: 2977.927979
	Iteration 5Q: 3 clusters Score -54374.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -54374.167969 Penalty: 2977.927979
	Iteration 6F: 3 clusters Score -54374.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Entering Unmasked Estep 
Score: -4641294.500000 Penalty: 2522.425049
	Iteration 0F: 2 clusters Score -4641294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -4623222.000000 Penalty: 5044.850098
	Iteration 0F: 3 clusters Score -4623222 nChanged 11760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -4629419.000000 Penalty: 5044.850098
	Iteration 1F: 3 clusters Score -4629419 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -4629751.000000 Penalty: 5044.850098
	Iteration 2Q: 3 clusters Score -4629751 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -4630029.500000 Penalty: 5044.850098
	Iteration 3Q: 3 clusters Score -4630030 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -4630326.000000 Penalty: 5044.850098
	Iteration 4Q: 3 clusters Score -4630326 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -4630654.500000 Penalty: 5044.850098
	Iteration 5Q: 3 clusters Score -4630654 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -4631096.000000 Penalty: 5044.850098
	Iteration 6Q: 3 clusters Score -4631096 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -4631650.000000 Penalty: 5044.850098
	Iteration 7Q: 3 clusters Score -4631650 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -4632534.500000 Penalty: 5044.850098
	Iteration 8F: 3 clusters Score -4632534 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -4633836.500000 Penalty: 5044.850098
	Iteration 9F: 3 clusters Score -4633836 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -4635487.500000 Penalty: 5044.850098
	Iteration 10F: 3 clusters Score -4635488 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -4636999.500000 Penalty: 5044.850098
	Iteration 11F: 3 clusters Score -4637000 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4638040.000000 Penalty: 5044.850098
	Iteration 12Q: 3 clusters Score -4638040 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4638602.500000 Penalty: 5044.850098
	Iteration 13Q: 3 clusters Score -4638602 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4638830.500000 Penalty: 5044.850098
	Iteration 14Q: 3 clusters Score -4638830 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4638934.500000 Penalty: 5044.850098
	Iteration 15Q: 3 clusters Score -4638934 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4638999.000000 Penalty: 5044.850098
	Iteration 16Q: 3 clusters Score -4638999 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4639032.000000 Penalty: 5044.850098
	Iteration 17Q: 3 clusters Score -4639032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4639053.000000 Penalty: 5044.850098
	Iteration 18Q: 3 clusters Score -4639053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4639066.000000 Penalty: 5044.850098
	Iteration 19Q: 3 clusters Score -4639066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4639069.000000 Penalty: 5044.850098
	Iteration 20F: 3 clusters Score -4639069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4639073.500000 Penalty: 5044.850098
	Iteration 21Q: 3 clusters Score -4639074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4639076.500000 Penalty: 5044.850098
	Iteration 22Q: 3 clusters Score -4639076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4639076.500000 Penalty: 5044.850098
	Iteration 23F: 3 clusters Score -4639076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Entering Unmasked Estep 
Score: -7748369.500000 Penalty: 2643.972900
	Iteration 0F: 2 clusters Score -7748370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -7719621.000000 Penalty: 5287.945801
	Iteration 0F: 3 clusters Score -7719621 nChanged 19619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -7730433.000000 Penalty: 5287.945801
	Iteration 1F: 3 clusters Score -7730433 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -7730857.000000 Penalty: 5287.945801
	Iteration 2Q: 3 clusters Score -7730857 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -7731283.000000 Penalty: 5287.945801
	Iteration 3Q: 3 clusters Score -7731283 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 19353 members 
Entering Unmasked Estep 
Score: -7731793.500000 Penalty: 5287.945801
	Iteration 4Q: 3 clusters Score -7731794 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -7732367.500000 Penalty: 5287.945801
	Iteration 5Q: 3 clusters Score -7732368 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -7733194.000000 Penalty: 5287.945801
	Iteration 6Q: 3 clusters Score -7733194 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -7734357.000000 Penalty: 5287.945801
	Iteration 7F: 3 clusters Score -7734357 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -7736055.000000 Penalty: 5287.945801
	Iteration 8F: 3 clusters Score -7736055 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32114 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -7738346.500000 Penalty: 5287.945801
	Iteration 9F: 3 clusters Score -7738346 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -7740846.500000 Penalty: 5287.945801
	Iteration 10F: 3 clusters Score -7740846 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -7743100.000000 Penalty: 5287.945801
	Iteration 11F: 3 clusters Score -7743100 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -7744702.500000 Penalty: 5287.945801
	Iteration 12Q: 3 clusters Score -7744702 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -7745618.000000 Penalty: 5287.945801
	Iteration 13Q: 3 clusters Score -7745618 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -7745945.500000 Penalty: 5287.945801
	Iteration 14Q: 3 clusters Score -7745946 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -7746062.000000 Penalty: 5287.945801
	Iteration 15Q: 3 clusters Score -7746062 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -7746139.000000 Penalty: 5287.945801
	Iteration 16Q: 3 clusters Score -7746139 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39149 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -7746201.000000 Penalty: 5287.945801
	Iteration 17Q: 3 clusters Score -7746201 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -7746240.500000 Penalty: 5287.945801
	Iteration 18Q: 3 clusters Score -7746240 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -7746270.000000 Penalty: 5287.945801
	Iteration 19Q: 3 clusters Score -7746270 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -7746292.500000 Penalty: 5287.945801
	Iteration 20F: 3 clusters Score -7746292 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -7746313.000000 Penalty: 5287.945801
	Iteration 21Q: 3 clusters Score -7746313 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -7746330.000000 Penalty: 5287.945801
	Iteration 22Q: 3 clusters Score -7746330 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -7746347.500000 Penalty: 5287.945801
	Iteration 23Q: 3 clusters Score -7746348 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -7746368.000000 Penalty: 5287.945801
	Iteration 24Q: 3 clusters Score -7746368 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -7746387.500000 Penalty: 5287.945801
	Iteration 25Q: 3 clusters Score -7746388 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -7746390.500000 Penalty: 5287.945801
	Iteration 26Q: 3 clusters Score -7746390 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -7746386.000000 Penalty: 5287.945801
	Iteration 27Q: 3 clusters Score -7746386 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40297 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -7746408.000000 Penalty: 5287.945801
	Iteration 28Q: 3 clusters Score -7746408 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -7746418.500000 Penalty: 5287.945801
	Iteration 29Q: 3 clusters Score -7746418 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -7746428.500000 Penalty: 5287.945801
	Iteration 30Q: 3 clusters Score -7746428 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -7746429.000000 Penalty: 5287.945801
	Iteration 31Q: 3 clusters Score -7746429 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -7746432.500000 Penalty: 5287.945801
	Iteration 32Q: 3 clusters Score -7746432 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -7746446.500000 Penalty: 5287.945801
	Iteration 33Q: 3 clusters Score -7746446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -7746450.000000 Penalty: 5287.945801
	Iteration 34Q: 3 clusters Score -7746450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -7746439.000000 Penalty: 5287.945801
	Iteration 35Q: 3 clusters Score -7746439 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -7746420.500000 Penalty: 5287.945801
	Iteration 36Q: 3 clusters Score -7746420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40592 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -7746427.000000 Penalty: 5287.945801
	Iteration 37Q: 3 clusters Score -7746427 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40610 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -7746425.000000 Penalty: 5287.945801
	Iteration 38Q: 3 clusters Score -7746425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -7746420.000000 Penalty: 5287.945801
	Iteration 39Q: 3 clusters Score -7746420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -7746422.000000 Penalty: 5287.945801
	Iteration 40F: 3 clusters Score -7746422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -7746417.500000 Penalty: 5287.945801
	Iteration 41Q: 3 clusters Score -7746418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -7746418.000000 Penalty: 5287.945801
	Iteration 42Q: 3 clusters Score -7746418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -7746418.000000 Penalty: 5287.945801
	Iteration 43F: 3 clusters Score -7746418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (49307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49307 members 
Entering Unmasked Estep 
Score: -9092040.000000 Penalty: 2679.843750
	Iteration 0F: 2 clusters Score -9092040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24722 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -9062078.000000 Penalty: 5359.687500
	Iteration 0F: 3 clusters Score -9062078 nChanged 22755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -9074687.000000 Penalty: 5359.687500
	Iteration 1F: 3 clusters Score -9074687 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -9075230.000000 Penalty: 5359.687500
	Iteration 2Q: 3 clusters Score -9075230 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -9075746.000000 Penalty: 5359.687500
	Iteration 3Q: 3 clusters Score -9075746 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -9076316.000000 Penalty: 5359.687500
	Iteration 4Q: 3 clusters Score -9076316 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -9076949.000000 Penalty: 5359.687500
	Iteration 5Q: 3 clusters Score -9076949 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -9077714.000000 Penalty: 5359.687500
	Iteration 6Q: 3 clusters Score -9077714 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -9078878.000000 Penalty: 5359.687500
	Iteration 7Q: 3 clusters Score -9078878 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26460 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -9080688.000000 Penalty: 5359.687500
	Iteration 8F: 3 clusters Score -9080688 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -9082782.000000 Penalty: 5359.687500
	Iteration 9F: 3 clusters Score -9082782 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -9084469.000000 Penalty: 5359.687500
	Iteration 10F: 3 clusters Score -9084469 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -9085169.000000 Penalty: 5359.687500
	Iteration 11Q: 3 clusters Score -9085169 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25954 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -9085450.000000 Penalty: 5359.687500
	Iteration 12Q: 3 clusters Score -9085450 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -9085667.000000 Penalty: 5359.687500
	Iteration 13Q: 3 clusters Score -9085667 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -9085824.000000 Penalty: 5359.687500
	Iteration 14Q: 3 clusters Score -9085824 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -9085943.000000 Penalty: 5359.687500
	Iteration 15Q: 3 clusters Score -9085943 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -9086082.000000 Penalty: 5359.687500
	Iteration 16Q: 3 clusters Score -9086082 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -9086266.000000 Penalty: 5359.687500
	Iteration 17Q: 3 clusters Score -9086266 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -9086563.000000 Penalty: 5359.687500
	Iteration 18Q: 3 clusters Score -9086563 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -9086859.000000 Penalty: 5359.687500
	Iteration 19Q: 3 clusters Score -9086859 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -9087237.000000 Penalty: 5359.687500
	Iteration 20F: 3 clusters Score -9087237 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -9087648.000000 Penalty: 5359.687500
	Iteration 21Q: 3 clusters Score -9087648 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -9088120.000000 Penalty: 5359.687500
	Iteration 22Q: 3 clusters Score -9088120 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -9088474.000000 Penalty: 5359.687500
	Iteration 23Q: 3 clusters Score -9088474 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -9088773.000000 Penalty: 5359.687500
	Iteration 24Q: 3 clusters Score -9088773 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -9089096.000000 Penalty: 5359.687500
	Iteration 25Q: 3 clusters Score -9089096 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -9089394.000000 Penalty: 5359.687500
	Iteration 26Q: 3 clusters Score -9089394 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -9089623.000000 Penalty: 5359.687500
	Iteration 27Q: 3 clusters Score -9089623 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -9089768.000000 Penalty: 5359.687500
	Iteration 28Q: 3 clusters Score -9089768 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -9089865.000000 Penalty: 5359.687500
	Iteration 29Q: 3 clusters Score -9089865 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -9089946.000000 Penalty: 5359.687500
	Iteration 30Q: 3 clusters Score -9089946 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -9089996.000000 Penalty: 5359.687500
	Iteration 31Q: 3 clusters Score -9089996 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -9090061.000000 Penalty: 5359.687500
	Iteration 32Q: 3 clusters Score -9090061 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -9090110.000000 Penalty: 5359.687500
	Iteration 33Q: 3 clusters Score -9090110 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -9090124.000000 Penalty: 5359.687500
	Iteration 34Q: 3 clusters Score -9090124 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -9090159.000000 Penalty: 5359.687500
	Iteration 35Q: 3 clusters Score -9090159 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -9090178.000000 Penalty: 5359.687500
	Iteration 36Q: 3 clusters Score -9090178 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -9090156.000000 Penalty: 5359.687500
	Iteration 37Q: 3 clusters Score -9090156 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -9090193.000000 Penalty: 5359.687500
	Iteration 38Q: 3 clusters Score -9090193 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
Score: -9090206.000000 Penalty: 5359.687500
	Iteration 39Q: 3 clusters Score -9090206 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 34495 members 
Entering Unmasked Estep 
Score: -9090229.000000 Penalty: 5359.687500
	Iteration 40F: 3 clusters Score -9090229 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
Score: -9090202.000000 Penalty: 5359.687500
	Iteration 41Q: 3 clusters Score -9090202 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -9090233.000000 Penalty: 5359.687500
	Iteration 42Q: 3 clusters Score -9090233 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 35437 members 
Entering Unmasked Estep 
Score: -9090278.000000 Penalty: 5359.687500
	Iteration 43Q: 3 clusters Score -9090278 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 35667 members 
Entering Unmasked Estep 
Score: -9090277.000000 Penalty: 5359.687500
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 36727 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9090293 nChanged 314
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Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 37041 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9090293 nChanged 289
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Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9090288 nChanged 241
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Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9090310 nChanged 255
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Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9090321 nChanged 204
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Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9090327 nChanged 211
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Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9090350 nChanged 127
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Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9090333 nChanged 86
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Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 38825 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9090335 nChanged 80
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Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 38905 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9090338 nChanged 94
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Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 38999 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9090337 nChanged 120
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Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9090307 nChanged 100
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Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 39219 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9090306 nChanged 111
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Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9090310 nChanged 124
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Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9090267 nChanged 142
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Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9090287 nChanged 151
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Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9090296 nChanged 132
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Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9090287 nChanged 131
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Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9090271 nChanged 129
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Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 40397 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 40500 members 
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Mstep: Class 1 contains 8720 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9090281 nChanged 82
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Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9090293 nChanged 90
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Mstep: Class 1 contains 8548 members 
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Mstep: Class 2 contains 40954 members 
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Mstep: Class 1 contains 8245 members 
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	Iteration 78Q: 3 clusters Score -9090290 nChanged 110
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Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8053 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9090336 nChanged 79
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Mstep: Class 1 contains 7974 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7921 members 
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	Iteration 82Q: 3 clusters Score -9090328 nChanged 56
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Mstep: Class 1 contains 7865 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9090325 nChanged 50
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Mstep: Class 1 contains 7815 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9090341 nChanged 42
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Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 41534 members 
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Mstep: Class 1 contains 7729 members 
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	Iteration 86Q: 3 clusters Score -9090326 nChanged 52
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Mstep: Class 1 contains 7679 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7617 members 
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Mstep: Class 1 contains 7580 members 
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	Iteration 89Q: 3 clusters Score -9090344 nChanged 56
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Mstep: Class 1 contains 7526 members 
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Mstep: Class 1 contains 7459 members 
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Mstep: Class 1 contains 7400 members 
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Mstep: Class 1 contains 7330 members 
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	Iteration 94Q: 3 clusters Score -9090335 nChanged 101
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Mstep: Class 1 contains 6915 members 
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	Iteration 97Q: 3 clusters Score -9090291 nChanged 125
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Mstep: Class 1 contains 6790 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6636 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6450 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9090237 nChanged 223
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Mstep: Class 1 contains 6229 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5933 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5628 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4955 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4320 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9090023 nChanged 308
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Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 45610 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 1888 members 
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Mstep: Class 2 contains 47664 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9089994 nChanged 86
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	Iteration 121Q: 3 clusters Score -9090008 nChanged 79
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Mstep: Class 2 contains 48039 members 
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	Iteration 123Q: 3 clusters Score -9090020 nChanged 57
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	Iteration 124Q: 3 clusters Score -9090032 nChanged 45
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Mstep: Class 2 contains 48119 members 
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	Iteration 125Q: 3 clusters Score -9090048 nChanged 44
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Mstep: Class 2 contains 48149 members 
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	Iteration 126Q: 3 clusters Score -9090049 nChanged 37
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Mstep: Class 2 contains 48182 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9090031 nChanged 31
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Mstep: Class 2 contains 48207 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9090041 nChanged 29
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Mstep: Class 2 contains 48228 members 
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	Iteration 129Q: 3 clusters Score -9090048 nChanged 25
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Mstep: Class 2 contains 48249 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9090059 nChanged 19
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	Iteration 131Q: 3 clusters Score -9090066 nChanged 14
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	Iteration 132Q: 3 clusters Score -9090074 nChanged 16
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	Iteration 133Q: 3 clusters Score -9090076 nChanged 16
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	Iteration 134Q: 3 clusters Score -9090073 nChanged 23
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	Iteration 135Q: 3 clusters Score -9090077 nChanged 16
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	Iteration 136Q: 3 clusters Score -9090072 nChanged 13
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	Iteration 137Q: 3 clusters Score -9090072 nChanged 8
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Mstep: Class 2 contains 48342 members 
Entering Unmasked Estep 
Score: -9090086.000000 Penalty: 5359.687500
	Iteration 138Q: 3 clusters Score -9090086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 48342 members 
Entering Unmasked Estep 
Score: -9090092.000000 Penalty: 5359.687500
	Iteration 139Q: 3 clusters Score -9090092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 48346 members 
Entering Unmasked Estep 
Score: -9090089.000000 Penalty: 5359.687500
	Iteration 140F: 3 clusters Score -9090089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 48351 members 
Entering Unmasked Estep 
Score: -9090079.000000 Penalty: 5359.687500
	Iteration 141Q: 3 clusters Score -9090079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 48356 members 
Entering Unmasked Estep 
Score: -9090080.000000 Penalty: 5359.687500
	Iteration 142Q: 3 clusters Score -9090080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 48358 members 
Entering Unmasked Estep 
Score: -9090076.000000 Penalty: 5359.687500
	Iteration 143Q: 3 clusters Score -9090076 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 48358 members 
Entering Unmasked Estep 
Score: -9090076.000000 Penalty: 5359.687500
	Iteration 144F: 3 clusters Score -9090076 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (49540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49540 members 
Entering Unmasked Estep 
Score: -9117922.000000 Penalty: 2681.012695
	Iteration 0F: 2 clusters Score -9117922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -9087988.000000 Penalty: 5362.025391
	Iteration 0F: 3 clusters Score -9087988 nChanged 22824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 25484 members 
Entering Unmasked Estep 
Score: -9100703.000000 Penalty: 5362.025391
	Iteration 1F: 3 clusters Score -9100703 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -9101307.000000 Penalty: 5362.025391
	Iteration 2Q: 3 clusters Score -9101307 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -9101744.000000 Penalty: 5362.025391
	Iteration 3Q: 3 clusters Score -9101744 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -9102133.000000 Penalty: 5362.025391
	Iteration 4Q: 3 clusters Score -9102133 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -9102579.000000 Penalty: 5362.025391
	Iteration 5Q: 3 clusters Score -9102579 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -9103232.000000 Penalty: 5362.025391
	Iteration 6Q: 3 clusters Score -9103232 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -9104152.000000 Penalty: 5362.025391
	Iteration 7Q: 3 clusters Score -9104152 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -9105474.000000 Penalty: 5362.025391
	Iteration 8Q: 3 clusters Score -9105474 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -9107365.000000 Penalty: 5362.025391
	Iteration 9F: 3 clusters Score -9107365 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -9109422.000000 Penalty: 5362.025391
	Iteration 10F: 3 clusters Score -9109422 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -9111252.000000 Penalty: 5362.025391
	Iteration 11F: 3 clusters Score -9111252 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -9112516.000000 Penalty: 5362.025391
	Iteration 12Q: 3 clusters Score -9112516 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 41073 members 
Entering Unmasked Estep 
Score: -9113350.000000 Penalty: 5362.025391
	Iteration 13Q: 3 clusters Score -9113350 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -9113871.000000 Penalty: 5362.025391
	Iteration 14Q: 3 clusters Score -9113871 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 43306 members 
Entering Unmasked Estep 
Score: -9114244.000000 Penalty: 5362.025391
	Iteration 15Q: 3 clusters Score -9114244 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 44243 members 
Entering Unmasked Estep 
Score: -9114447.000000 Penalty: 5362.025391
	Iteration 16Q: 3 clusters Score -9114447 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 45028 members 
Entering Unmasked Estep 
Score: -9114653.000000 Penalty: 5362.025391
	Iteration 17Q: 3 clusters Score -9114653 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 45723 members 
Entering Unmasked Estep 
Score: -9114820.000000 Penalty: 5362.025391
	Iteration 18Q: 3 clusters Score -9114820 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 46287 members 
Entering Unmasked Estep 
Score: -9114991.000000 Penalty: 5362.025391
	Iteration 19Q: 3 clusters Score -9114991 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 46784 members 
Entering Unmasked Estep 
Score: -9115115.000000 Penalty: 5362.025391
	Iteration 20F: 3 clusters Score -9115115 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 47231 members 
Entering Unmasked Estep 
Score: -9115260.000000 Penalty: 5362.025391
	Iteration 21Q: 3 clusters Score -9115260 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -9115333.000000 Penalty: 5362.025391
	Iteration 22Q: 3 clusters Score -9115333 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 47844 members 
Entering Unmasked Estep 
Score: -9115416.000000 Penalty: 5362.025391
	Iteration 23Q: 3 clusters Score -9115416 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 48053 members 
Entering Unmasked Estep 
Score: -9115492.000000 Penalty: 5362.025391
	Iteration 24Q: 3 clusters Score -9115492 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 48223 members 
Entering Unmasked Estep 
Score: -9115537.000000 Penalty: 5362.025391
	Iteration 25Q: 3 clusters Score -9115537 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 48359 members 
Entering Unmasked Estep 
Score: -9115576.000000 Penalty: 5362.025391
	Iteration 26Q: 3 clusters Score -9115576 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 48470 members 
Entering Unmasked Estep 
Score: -9115606.000000 Penalty: 5362.025391
	Iteration 27Q: 3 clusters Score -9115606 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 48571 members 
Entering Unmasked Estep 
Score: -9115657.000000 Penalty: 5362.025391
	Iteration 28Q: 3 clusters Score -9115657 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 48652 members 
Entering Unmasked Estep 
Score: -9115667.000000 Penalty: 5362.025391
	Iteration 29Q: 3 clusters Score -9115667 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 48707 members 
Entering Unmasked Estep 
Score: -9115696.000000 Penalty: 5362.025391
	Iteration 30Q: 3 clusters Score -9115696 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 48754 members 
Entering Unmasked Estep 
Score: -9115706.000000 Penalty: 5362.025391
	Iteration 31Q: 3 clusters Score -9115706 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 48792 members 
Entering Unmasked Estep 
Score: -9115723.000000 Penalty: 5362.025391
	Iteration 32Q: 3 clusters Score -9115723 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -9115745.000000 Penalty: 5362.025391
	Iteration 33Q: 3 clusters Score -9115745 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 48853 members 
Entering Unmasked Estep 
Score: -9115775.000000 Penalty: 5362.025391
	Iteration 34Q: 3 clusters Score -9115775 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 48872 members 
Entering Unmasked Estep 
Score: -9115797.000000 Penalty: 5362.025391
	Iteration 35Q: 3 clusters Score -9115797 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 48890 members 
Entering Unmasked Estep 
Score: -9115784.000000 Penalty: 5362.025391
	Iteration 36Q: 3 clusters Score -9115784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 48900 members 
Entering Unmasked Estep 
Score: -9115784.000000 Penalty: 5362.025391
	Iteration 37Q: 3 clusters Score -9115784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 48910 members 
Entering Unmasked Estep 
Score: -9115784.000000 Penalty: 5362.025391
	Iteration 38Q: 3 clusters Score -9115784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 48921 members 
Entering Unmasked Estep 
Score: -9115793.000000 Penalty: 5362.025391
	Iteration 39Q: 3 clusters Score -9115793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 48930 members 
Entering Unmasked Estep 
Score: -9115790.000000 Penalty: 5362.025391
	Iteration 40F: 3 clusters Score -9115790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 48932 members 
Entering Unmasked Estep 
Score: -9115793.000000 Penalty: 5362.025391
	Iteration 41Q: 3 clusters Score -9115793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 48933 members 
Entering Unmasked Estep 
Score: -9115794.000000 Penalty: 5362.025391
	Iteration 42Q: 3 clusters Score -9115794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48934 members 
Entering Unmasked Estep 
Score: -9115797.000000 Penalty: 5362.025391
	Iteration 43Q: 3 clusters Score -9115797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 48934 members 
Entering Unmasked Estep 
Score: -9115797.000000 Penalty: 5362.025391
	Iteration 44F: 3 clusters Score -9115797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (49368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49368 members 
Entering Unmasked Estep 
Score: -9038617.000000 Penalty: 2680.150146
	Iteration 0F: 2 clusters Score -9038617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -9008026.000000 Penalty: 5360.300293
	Iteration 0F: 3 clusters Score -9008026 nChanged 22646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
Score: -9020600.000000 Penalty: 5360.300293
	Iteration 1F: 3 clusters Score -9020600 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -9021097.000000 Penalty: 5360.300293
	Iteration 2Q: 3 clusters Score -9021097 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -9021574.000000 Penalty: 5360.300293
	Iteration 3Q: 3 clusters Score -9021574 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -9022120.000000 Penalty: 5360.300293
	Iteration 4Q: 3 clusters Score -9022120 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -9022831.000000 Penalty: 5360.300293
	Iteration 5Q: 3 clusters Score -9022831 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -9023785.000000 Penalty: 5360.300293
	Iteration 6Q: 3 clusters Score -9023785 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
Score: -9025229.000000 Penalty: 5360.300293
	Iteration 7Q: 3 clusters Score -9025229 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -9027305.000000 Penalty: 5360.300293
	Iteration 8F: 3 clusters Score -9027305 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -9029792.000000 Penalty: 5360.300293
	Iteration 9F: 3 clusters Score -9029792 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
Score: -9032166.000000 Penalty: 5360.300293
	Iteration 10F: 3 clusters Score -9032166 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -9034116.000000 Penalty: 5360.300293
	Iteration 11Q: 3 clusters Score -9034116 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 44350 members 
Entering Unmasked Estep 
Score: -9035172.000000 Penalty: 5360.300293
	Iteration 12Q: 3 clusters Score -9035172 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -9035846.000000 Penalty: 5360.300293
	Iteration 13Q: 3 clusters Score -9035846 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 46608 members 
Entering Unmasked Estep 
Score: -9036096.000000 Penalty: 5360.300293
	Iteration 14Q: 3 clusters Score -9036096 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 47263 members 
Entering Unmasked Estep 
Score: -9036228.000000 Penalty: 5360.300293
	Iteration 15Q: 3 clusters Score -9036228 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 47727 members 
Entering Unmasked Estep 
Score: -9036345.000000 Penalty: 5360.300293
	Iteration 16Q: 3 clusters Score -9036345 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 48049 members 
Entering Unmasked Estep 
Score: -9036401.000000 Penalty: 5360.300293
	Iteration 17Q: 3 clusters Score -9036401 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 48267 members 
Entering Unmasked Estep 
Score: -9036436.000000 Penalty: 5360.300293
	Iteration 18Q: 3 clusters Score -9036436 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 48406 members 
Entering Unmasked Estep 
Score: -9036492.000000 Penalty: 5360.300293
	Iteration 19Q: 3 clusters Score -9036492 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 48493 members 
Entering Unmasked Estep 
Score: -9036514.000000 Penalty: 5360.300293
	Iteration 20F: 3 clusters Score -9036514 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 48542 members 
Entering Unmasked Estep 
Score: -9036534.000000 Penalty: 5360.300293
	Iteration 21Q: 3 clusters Score -9036534 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 48586 members 
Entering Unmasked Estep 
Score: -9036527.000000 Penalty: 5360.300293
	Iteration 22Q: 3 clusters Score -9036527 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 48619 members 
Entering Unmasked Estep 
Score: -9036530.000000 Penalty: 5360.300293
	Iteration 23Q: 3 clusters Score -9036530 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 48641 members 
Entering Unmasked Estep 
Score: -9036543.000000 Penalty: 5360.300293
	Iteration 24Q: 3 clusters Score -9036543 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 48665 members 
Entering Unmasked Estep 
Score: -9036552.000000 Penalty: 5360.300293
	Iteration 25Q: 3 clusters Score -9036552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 48685 members 
Entering Unmasked Estep 
Score: -9036555.000000 Penalty: 5360.300293
	Iteration 26Q: 3 clusters Score -9036555 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 48700 members 
Entering Unmasked Estep 
Score: -9036560.000000 Penalty: 5360.300293
	Iteration 27Q: 3 clusters Score -9036560 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 48718 members 
Entering Unmasked Estep 
Score: -9036568.000000 Penalty: 5360.300293
	Iteration 28Q: 3 clusters Score -9036568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 48732 members 
Entering Unmasked Estep 
Score: -9036560.000000 Penalty: 5360.300293
	Iteration 29Q: 3 clusters Score -9036560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 48736 members 
Entering Unmasked Estep 
Score: -9036561.000000 Penalty: 5360.300293
	Iteration 30Q: 3 clusters Score -9036561 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 48744 members 
Entering Unmasked Estep 
Score: -9036566.000000 Penalty: 5360.300293
	Iteration 31Q: 3 clusters Score -9036566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 48749 members 
Entering Unmasked Estep 
Score: -9036572.000000 Penalty: 5360.300293
	Iteration 32Q: 3 clusters Score -9036572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 48756 members 
Entering Unmasked Estep 
Score: -9036582.000000 Penalty: 5360.300293
	Iteration 33Q: 3 clusters Score -9036582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 48763 members 
Entering Unmasked Estep 
Score: -9036569.000000 Penalty: 5360.300293
	Iteration 34Q: 3 clusters Score -9036569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 48767 members 
Entering Unmasked Estep 
Score: -9036575.000000 Penalty: 5360.300293
	Iteration 35Q: 3 clusters Score -9036575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 48772 members 
Entering Unmasked Estep 
Score: -9036567.000000 Penalty: 5360.300293
	Iteration 36Q: 3 clusters Score -9036567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 48778 members 
Entering Unmasked Estep 
Score: -9036576.000000 Penalty: 5360.300293
	Iteration 37Q: 3 clusters Score -9036576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 48781 members 
Entering Unmasked Estep 
Score: -9036582.000000 Penalty: 5360.300293
	Iteration 38Q: 3 clusters Score -9036582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 48784 members 
Entering Unmasked Estep 
Score: -9036587.000000 Penalty: 5360.300293
	Iteration 39Q: 3 clusters Score -9036587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 48786 members 
Entering Unmasked Estep 
Score: -9036592.000000 Penalty: 5360.300293
	Iteration 40F: 3 clusters Score -9036592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 48787 members 
Entering Unmasked Estep 
Score: -9036595.000000 Penalty: 5360.300293
	Iteration 41Q: 3 clusters Score -9036595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 48789 members 
Entering Unmasked Estep 
Score: -9036585.000000 Penalty: 5360.300293
	Iteration 42Q: 3 clusters Score -9036585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 48790 members 
Entering Unmasked Estep 
Score: -9036584.000000 Penalty: 5360.300293
	Iteration 43Q: 3 clusters Score -9036584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 48790 members 
Entering Unmasked Estep 
Score: -9036584.000000 Penalty: 5360.300293
	Iteration 44F: 3 clusters Score -9036584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (46751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46751 members 
Entering Unmasked Estep 
Score: -8563341.000000 Penalty: 2666.642578
	Iteration 0F: 2 clusters Score -8563341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -8533693.000000 Penalty: 5333.285156
	Iteration 0F: 3 clusters Score -8533693 nChanged 21511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -8545536.000000 Penalty: 5333.285156
	Iteration 1F: 3 clusters Score -8545536 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -8546007.000000 Penalty: 5333.285156
	Iteration 2Q: 3 clusters Score -8546007 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -8546466.000000 Penalty: 5333.285156
	Iteration 3Q: 3 clusters Score -8546466 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -8546965.000000 Penalty: 5333.285156
	Iteration 4Q: 3 clusters Score -8546965 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -8547645.000000 Penalty: 5333.285156
	Iteration 5Q: 3 clusters Score -8547645 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -8548527.000000 Penalty: 5333.285156
	Iteration 6Q: 3 clusters Score -8548527 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -8549930.000000 Penalty: 5333.285156
	Iteration 7F: 3 clusters Score -8549930 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -8552010.000000 Penalty: 5333.285156
	Iteration 8F: 3 clusters Score -8552010 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -8554552.000000 Penalty: 5333.285156
	Iteration 9F: 3 clusters Score -8554552 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -8557260.000000 Penalty: 5333.285156
	Iteration 10F: 3 clusters Score -8557260 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -8559202.000000 Penalty: 5333.285156
	Iteration 11F: 3 clusters Score -8559202 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -8560194.000000 Penalty: 5333.285156
	Iteration 12Q: 3 clusters Score -8560194 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45674 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -8560646.000000 Penalty: 5333.285156
	Iteration 13Q: 3 clusters Score -8560646 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46077 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -8560876.000000 Penalty: 5333.285156
	Iteration 14Q: 3 clusters Score -8560876 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46265 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8561001.000000 Penalty: 5333.285156
	Iteration 15Q: 3 clusters Score -8561001 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46356 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -8561081.000000 Penalty: 5333.285156
	Iteration 16Q: 3 clusters Score -8561081 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8561119.000000 Penalty: 5333.285156
	Iteration 17Q: 3 clusters Score -8561119 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8561160.000000 Penalty: 5333.285156
	Iteration 18Q: 3 clusters Score -8561160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46440 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -8561180.000000 Penalty: 5333.285156
	Iteration 19Q: 3 clusters Score -8561180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46447 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8561189.000000 Penalty: 5333.285156
	Iteration 20F: 3 clusters Score -8561189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46452 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8561184.000000 Penalty: 5333.285156
	Iteration 21Q: 3 clusters Score -8561184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46456 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8561191.000000 Penalty: 5333.285156
	Iteration 22Q: 3 clusters Score -8561191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46464 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8561203.000000 Penalty: 5333.285156
	Iteration 23Q: 3 clusters Score -8561203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46469 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -8561213.000000 Penalty: 5333.285156
	Iteration 24Q: 3 clusters Score -8561213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8561207.000000 Penalty: 5333.285156
	Iteration 25Q: 3 clusters Score -8561207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46473 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8561212.000000 Penalty: 5333.285156
	Iteration 26Q: 3 clusters Score -8561212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46476 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8561218.000000 Penalty: 5333.285156
	Iteration 27Q: 3 clusters Score -8561218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46476 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8561218.000000 Penalty: 5333.285156
	Iteration 28F: 3 clusters Score -8561218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (14162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Entering Unmasked Estep 
Score: -2580508.000000 Penalty: 2370.462646
	Iteration 0F: 2 clusters Score -2580508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -2570149.250000 Penalty: 4740.925293
	Iteration 0F: 3 clusters Score -2570149 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -2573384.500000 Penalty: 4740.925293
	Iteration 1F: 3 clusters Score -2573384 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -2573726.750000 Penalty: 4740.925293
	Iteration 2F: 3 clusters Score -2573727 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -2574089.750000 Penalty: 4740.925293
	Iteration 3Q: 3 clusters Score -2574090 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2574565.250000 Penalty: 4740.925293
	Iteration 4F: 3 clusters Score -2574565 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -2575204.000000 Penalty: 4740.925293
	Iteration 5F: 3 clusters Score -2575204 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -2575923.250000 Penalty: 4740.925293
	Iteration 6F: 3 clusters Score -2575923 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2576689.250000 Penalty: 4740.925293
	Iteration 7F: 3 clusters Score -2576689 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -2577477.000000 Penalty: 4740.925293
	Iteration 8F: 3 clusters Score -2577477 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2578298.750000 Penalty: 4740.925293
	Iteration 9F: 3 clusters Score -2578299 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2578907.250000 Penalty: 4740.925293
	Iteration 10Q: 3 clusters Score -2578907 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2579198.000000 Penalty: 4740.925293
	Iteration 11Q: 3 clusters Score -2579198 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2579322.000000 Penalty: 4740.925293
	Iteration 12Q: 3 clusters Score -2579322 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2579379.250000 Penalty: 4740.925293
	Iteration 13Q: 3 clusters Score -2579379 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2579408.500000 Penalty: 4740.925293
	Iteration 14Q: 3 clusters Score -2579408 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2579417.500000 Penalty: 4740.925293
	Iteration 15Q: 3 clusters Score -2579418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2579414.250000 Penalty: 4740.925293
	Iteration 16Q: 3 clusters Score -2579414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2579421.500000 Penalty: 4740.925293
	Iteration 17Q: 3 clusters Score -2579422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2579423.250000 Penalty: 4740.925293
	Iteration 18Q: 3 clusters Score -2579423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -2579416.500000 Penalty: 4740.925293
	Iteration 19Q: 3 clusters Score -2579416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2579419.750000 Penalty: 4740.925293
	Iteration 20F: 3 clusters Score -2579420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2579418.500000 Penalty: 4740.925293
	Iteration 21Q: 3 clusters Score -2579418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2579424.000000 Penalty: 4740.925293
	Iteration 22Q: 3 clusters Score -2579424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2579422.500000 Penalty: 4740.925293
	Iteration 23Q: 3 clusters Score -2579422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2579424.750000 Penalty: 4740.925293
	Iteration 24Q: 3 clusters Score -2579425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2579424.250000 Penalty: 4740.925293
	Iteration 25Q: 3 clusters Score -2579424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2579426.000000 Penalty: 4740.925293
	Iteration 26Q: 3 clusters Score -2579426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2579426.000000 Penalty: 4740.925293
	Iteration 27F: 3 clusters Score -2579426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Entering Unmasked Estep 
Score: -1677796.375000 Penalty: 2263.081055
	Iteration 0F: 2 clusters Score -1677796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1670623.500000 Penalty: 4526.162109
	Iteration 0F: 3 clusters Score -1670624 nChanged 3786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1672841.375000 Penalty: 4526.162109
	Iteration 1F: 3 clusters Score -1672841 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1673324.125000 Penalty: 4526.162109
	Iteration 2F: 3 clusters Score -1673324 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1673814.000000 Penalty: 4526.162109
	Iteration 3F: 3 clusters Score -1673814 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1674248.500000 Penalty: 4526.162109
	Iteration 4F: 3 clusters Score -1674248 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1674692.375000 Penalty: 4526.162109
	Iteration 5F: 3 clusters Score -1674692 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1675112.875000 Penalty: 4526.162109
	Iteration 6F: 3 clusters Score -1675113 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1675524.250000 Penalty: 4526.162109
	Iteration 7F: 3 clusters Score -1675524 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1675855.750000 Penalty: 4526.162109
	Iteration 8Q: 3 clusters Score -1675856 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1676117.750000 Penalty: 4526.162109
	Iteration 9Q: 3 clusters Score -1676118 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1676317.000000 Penalty: 4526.162109
	Iteration 10Q: 3 clusters Score -1676317 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1676425.000000 Penalty: 4526.162109
	Iteration 11Q: 3 clusters Score -1676425 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1676489.125000 Penalty: 4526.162109
	Iteration 12Q: 3 clusters Score -1676489 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -1676524.250000 Penalty: 4526.162109
	Iteration 13Q: 3 clusters Score -1676524 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1676547.375000 Penalty: 4526.162109
	Iteration 14Q: 3 clusters Score -1676547 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1676558.500000 Penalty: 4526.162109
	Iteration 15Q: 3 clusters Score -1676558 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1676563.125000 Penalty: 4526.162109
	Iteration 16Q: 3 clusters Score -1676563 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -1676570.500000 Penalty: 4526.162109
	Iteration 17Q: 3 clusters Score -1676570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1676574.750000 Penalty: 4526.162109
	Iteration 18Q: 3 clusters Score -1676575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1676580.500000 Penalty: 4526.162109
	Iteration 19Q: 3 clusters Score -1676580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1676579.125000 Penalty: 4526.162109
	Iteration 20F: 3 clusters Score -1676579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1676585.125000 Penalty: 4526.162109
	Iteration 21Q: 3 clusters Score -1676585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1676587.875000 Penalty: 4526.162109
	Iteration 22Q: 3 clusters Score -1676588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1676585.625000 Penalty: 4526.162109
	Iteration 23Q: 3 clusters Score -1676586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1676587.625000 Penalty: 4526.162109
	Iteration 24Q: 3 clusters Score -1676588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1676586.875000 Penalty: 4526.162109
	Iteration 25Q: 3 clusters Score -1676587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1676586.000000 Penalty: 4526.162109
	Iteration 26Q: 3 clusters Score -1676586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1676587.750000 Penalty: 4526.162109
	Iteration 27Q: 3 clusters Score -1676588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1676588.875000 Penalty: 4526.162109
	Iteration 28Q: 3 clusters Score -1676589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1676588.875000 Penalty: 4526.162109
	Iteration 29F: 3 clusters Score -1676589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Entering Unmasked Estep 
Score: -66211.039062 Penalty: 1423.468628
	Iteration 0F: 2 clusters Score -66211.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -65002.156250 Penalty: 2846.937256
	Iteration 0F: 3 clusters Score -65002.16 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -65189.164062 Penalty: 2846.937256
	Iteration 1F: 3 clusters Score -65189.16 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -65319.222656 Penalty: 2846.937256
	Iteration 2F: 3 clusters Score -65319.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -65341.128906 Penalty: 2846.937256
	Iteration 3Q: 3 clusters Score -65341.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -65377.179688 Penalty: 2846.937256
	Iteration 4Q: 3 clusters Score -65377.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -65428.675781 Penalty: 2846.937256
	Iteration 5Q: 3 clusters Score -65428.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -65469.503906 Penalty: 2846.937256
	Iteration 6Q: 3 clusters Score -65469.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -65473.726562 Penalty: 2846.937256
	Iteration 7Q: 3 clusters Score -65473.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -65483.898438 Penalty: 2846.937256
	Iteration 8Q: 3 clusters Score -65483.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -65489.273438 Penalty: 2846.937256
	Iteration 9Q: 3 clusters Score -65489.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -65489.273438 Penalty: 2846.937256
	Iteration 10F: 3 clusters Score -65489.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Entering Unmasked Estep 
Score: -67060.593750 Penalty: 1515.093384
	Iteration 0F: 2 clusters Score -67060.59 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 237 members 
Entering Unmasked Estep 
Score: -65642.039062 Penalty: 3030.186768
	Iteration 0F: 3 clusters Score -65642.04 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -65917.429688 Penalty: 3030.186768
	Iteration 1F: 3 clusters Score -65917.43 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -66105.078125 Penalty: 3030.186768
	Iteration 2F: 3 clusters Score -66105.08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -66209.960938 Penalty: 3030.186768
	Iteration 3F: 3 clusters Score -66209.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -66316.492188 Penalty: 3030.186768
	Iteration 4Q: 3 clusters Score -66316.49 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -66387.335938 Penalty: 3030.186768
	Iteration 5Q: 3 clusters Score -66387.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -66480.125000 Penalty: 3030.186768
	Iteration 6Q: 3 clusters Score -66480.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -66548.593750 Penalty: 3030.186768
	Iteration 7Q: 3 clusters Score -66548.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -66628.625000 Penalty: 3030.186768
	Iteration 8Q: 3 clusters Score -66628.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -66721.507812 Penalty: 3030.186768
	Iteration 9Q: 3 clusters Score -66721.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -66766.625000 Penalty: 3030.186768
	Iteration 10Q: 3 clusters Score -66766.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -66828.500000 Penalty: 3030.186768
	Iteration 11Q: 3 clusters Score -66828.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -66877.335938 Penalty: 3030.186768
	Iteration 12Q: 3 clusters Score -66877.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -66903.023438 Penalty: 3030.186768
	Iteration 13Q: 3 clusters Score -66903.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -66920.359375 Penalty: 3030.186768
	Iteration 14Q: 3 clusters Score -66920.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -66920.359375 Penalty: 3030.186768
	Iteration 15F: 3 clusters Score -66920.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 1564 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45284 members 
Mstep: Class 5 contains 47146 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 48330 members 
Mstep: Class 9 contains 45187 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 44698 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48693 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26136 members 
Mstep: Class 18 contains 42667 members 
Mstep: Class 19 contains 49307 members 
Mstep: Class 20 contains 49540 members 
Mstep: Class 21 contains 49368 members 
Mstep: Class 22 contains 46751 members 
Mstep: Class 23 contains 14162 members 
Mstep: Class 24 contains 9185 members 
Mstep: Class 25 contains 311 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216664.000000 Penalty: 85978.023438
Iteration 159Q: 27 clusters Score -1.112167e+08 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41710 members 
Mstep: Class 2 contains 1558 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45300 members 
Mstep: Class 5 contains 47115 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 48305 members 
Mstep: Class 9 contains 45207 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 758 members 
Mstep: Class 12 contains 1289 members 
Mstep: Class 13 contains 44725 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48693 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26133 members 
Mstep: Class 18 contains 42627 members 
Mstep: Class 19 contains 49299 members 
Mstep: Class 20 contains 49515 members 
Mstep: Class 21 contains 49345 members 
Mstep: Class 22 contains 46748 members 
Mstep: Class 23 contains 14283 members 
Mstep: Class 24 contains 9215 members 
Mstep: Class 25 contains 310 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216616.000000 Penalty: 85978.023438
Iteration 160F: 27 clusters Score -1.112166e+08 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 1557 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45302 members 
Mstep: Class 5 contains 47063 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 48266 members 
Mstep: Class 9 contains 45213 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 758 members 
Mstep: Class 12 contains 1289 members 
Mstep: Class 13 contains 44708 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48708 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26125 members 
Mstep: Class 18 contains 42615 members 
Mstep: Class 19 contains 49286 members 
Mstep: Class 20 contains 49518 members 
Mstep: Class 21 contains 49329 members 
Mstep: Class 22 contains 46741 members 
Mstep: Class 23 contains 14417 members 
Mstep: Class 24 contains 9254 members 
Mstep: Class 25 contains 317 members 
Mstep: Class 26 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216888.000000 Penalty: 85978.023438
Iteration 161Q: 27 clusters Score -1.112169e+08 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 1559 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45299 members 
Mstep: Class 5 contains 47029 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 48239 members 
Mstep: Class 9 contains 45209 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 757 members 
Mstep: Class 12 contains 1289 members 
Mstep: Class 13 contains 44677 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48714 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26122 members 
Mstep: Class 18 contains 42640 members 
Mstep: Class 19 contains 49252 members 
Mstep: Class 20 contains 49532 members 
Mstep: Class 21 contains 49321 members 
Mstep: Class 22 contains 46713 members 
Mstep: Class 23 contains 14547 members 
Mstep: Class 24 contains 9295 members 
Mstep: Class 25 contains 317 members 
Mstep: Class 26 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217040.000000 Penalty: 85978.023438
Iteration 162Q: 27 clusters Score -1.11217e+08 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 1562 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45281 members 
Mstep: Class 5 contains 47016 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 48213 members 
Mstep: Class 9 contains 45182 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 758 members 
Mstep: Class 12 contains 1289 members 
Mstep: Class 13 contains 44662 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48698 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26116 members 
Mstep: Class 18 contains 42660 members 
Mstep: Class 19 contains 49213 members 
Mstep: Class 20 contains 49542 members 
Mstep: Class 21 contains 49341 members 
Mstep: Class 22 contains 46683 members 
Mstep: Class 23 contains 14692 members 
Mstep: Class 24 contains 9329 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217200.000000 Penalty: 85978.023438
Iteration 163Q: 27 clusters Score -1.112172e+08 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 1563 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45289 members 
Mstep: Class 5 contains 46994 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 48158 members 
Mstep: Class 9 contains 45178 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 758 members 
Mstep: Class 12 contains 1291 members 
Mstep: Class 13 contains 44671 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48692 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26117 members 
Mstep: Class 18 contains 42653 members 
Mstep: Class 19 contains 49147 members 
Mstep: Class 20 contains 49538 members 
Mstep: Class 21 contains 49357 members 
Mstep: Class 22 contains 46658 members 
Mstep: Class 23 contains 14846 members 
Mstep: Class 24 contains 9363 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217392.000000 Penalty: 85978.023438
Iteration 164Q: 27 clusters Score -1.112174e+08 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41513 members 
Mstep: Class 2 contains 1563 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45271 members 
Mstep: Class 5 contains 46973 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 48122 members 
Mstep: Class 9 contains 45163 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1291 members 
Mstep: Class 13 contains 44642 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48712 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26117 members 
Mstep: Class 18 contains 42657 members 
Mstep: Class 19 contains 49089 members 
Mstep: Class 20 contains 49528 members 
Mstep: Class 21 contains 49368 members 
Mstep: Class 22 contains 46634 members 
Mstep: Class 23 contains 15014 members 
Mstep: Class 24 contains 9402 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217312.000000 Penalty: 85978.023438
Iteration 165Q: 27 clusters Score -1.112173e+08 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 1567 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45235 members 
Mstep: Class 5 contains 46965 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 48156 members 
Mstep: Class 9 contains 45160 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1291 members 
Mstep: Class 13 contains 44595 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48717 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26113 members 
Mstep: Class 18 contains 42659 members 
Mstep: Class 19 contains 49032 members 
Mstep: Class 20 contains 49480 members 
Mstep: Class 21 contains 49358 members 
Mstep: Class 22 contains 46624 members 
Mstep: Class 23 contains 15180 members 
Mstep: Class 24 contains 9444 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217480.000000 Penalty: 85978.023438
Iteration 166Q: 27 clusters Score -1.112175e+08 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41444 members 
Mstep: Class 2 contains 1570 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45204 members 
Mstep: Class 5 contains 46941 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 48194 members 
Mstep: Class 9 contains 45163 members 
Mstep: Class 10 contains 2378 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 44563 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48737 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26113 members 
Mstep: Class 18 contains 42637 members 
Mstep: Class 19 contains 48968 members 
Mstep: Class 20 contains 49442 members 
Mstep: Class 21 contains 49361 members 
Mstep: Class 22 contains 46625 members 
Mstep: Class 23 contains 15330 members 
Mstep: Class 24 contains 9477 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111218000.000000 Penalty: 85978.023438
Iteration 167Q: 27 clusters Score -1.11218e+08 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41419 members 
Mstep: Class 2 contains 1568 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45198 members 
Mstep: Class 5 contains 46933 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 48215 members 
Mstep: Class 9 contains 45138 members 
Mstep: Class 10 contains 2377 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1288 members 
Mstep: Class 13 contains 44534 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48751 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26110 members 
Mstep: Class 18 contains 42635 members 
Mstep: Class 19 contains 48867 members 
Mstep: Class 20 contains 49420 members 
Mstep: Class 21 contains 49339 members 
Mstep: Class 22 contains 46642 members 
Mstep: Class 23 contains 15495 members 
Mstep: Class 24 contains 9508 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217848.000000 Penalty: 85978.023438
Iteration 168Q: 27 clusters Score -1.112178e+08 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41410 members 
Mstep: Class 2 contains 1566 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45221 members 
Mstep: Class 5 contains 46934 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 48217 members 
Mstep: Class 9 contains 45068 members 
Mstep: Class 10 contains 2377 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 44501 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48752 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26108 members 
Mstep: Class 18 contains 42637 members 
Mstep: Class 19 contains 48795 members 
Mstep: Class 20 contains 49420 members 
Mstep: Class 21 contains 49315 members 
Mstep: Class 22 contains 46647 members 
Mstep: Class 23 contains 15640 members 
Mstep: Class 24 contains 9539 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217968.000000 Penalty: 85978.023438
Iteration 169Q: 27 clusters Score -1.11218e+08 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 1564 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45209 members 
Mstep: Class 5 contains 46940 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 48207 members 
Mstep: Class 9 contains 45004 members 
Mstep: Class 10 contains 2379 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1291 members 
Mstep: Class 13 contains 44478 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48729 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26114 members 
Mstep: Class 18 contains 42617 members 
Mstep: Class 19 contains 48751 members 
Mstep: Class 20 contains 49415 members 
Mstep: Class 21 contains 49290 members 
Mstep: Class 22 contains 46655 members 
Mstep: Class 23 contains 15802 members 
Mstep: Class 24 contains 9571 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111218232.000000 Penalty: 85978.023438
Iteration 170Q: 27 clusters Score -1.112182e+08 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 1567 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45205 members 
Mstep: Class 5 contains 46919 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 48204 members 
Mstep: Class 9 contains 44944 members 
Mstep: Class 10 contains 2380 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1291 members 
Mstep: Class 13 contains 44490 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48721 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26115 members 
Mstep: Class 18 contains 42569 members 
Mstep: Class 19 contains 48705 members 
Mstep: Class 20 contains 49427 members 
Mstep: Class 21 contains 49300 members 
Mstep: Class 22 contains 46650 members 
Mstep: Class 23 contains 15949 members 
Mstep: Class 24 contains 9611 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111218616.000000 Penalty: 85978.023438
Iteration 171Q: 27 clusters Score -1.112186e+08 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41384 members 
Mstep: Class 2 contains 1565 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45217 members 
Mstep: Class 5 contains 46918 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 48215 members 
Mstep: Class 9 contains 44861 members 
Mstep: Class 10 contains 2381 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1292 members 
Mstep: Class 13 contains 44494 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48747 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26118 members 
Mstep: Class 18 contains 42523 members 
Mstep: Class 19 contains 48646 members 
Mstep: Class 20 contains 49410 members 
Mstep: Class 21 contains 49276 members 
Mstep: Class 22 contains 46636 members 
Mstep: Class 23 contains 16106 members 
Mstep: Class 24 contains 9648 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111218744.000000 Penalty: 85978.023438
Iteration 172Q: 27 clusters Score -1.112187e+08 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 1569 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45214 members 
Mstep: Class 5 contains 46943 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 48214 members 
Mstep: Class 9 contains 44814 members 
Mstep: Class 10 contains 2384 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1292 members 
Mstep: Class 13 contains 44514 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48765 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26133 members 
Mstep: Class 18 contains 42457 members 
Mstep: Class 19 contains 48606 members 
Mstep: Class 20 contains 49371 members 
Mstep: Class 21 contains 49284 members 
Mstep: Class 22 contains 46601 members 
Mstep: Class 23 contains 16228 members 
Mstep: Class 24 contains 9690 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111218880.000000 Penalty: 85978.023438
Iteration 173Q: 27 clusters Score -1.112189e+08 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 1576 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45191 members 
Mstep: Class 5 contains 46955 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 48236 members 
Mstep: Class 9 contains 44783 members 
Mstep: Class 10 contains 2385 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1292 members 
Mstep: Class 13 contains 44519 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48775 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26141 members 
Mstep: Class 18 contains 42390 members 
Mstep: Class 19 contains 48544 members 
Mstep: Class 20 contains 49304 members 
Mstep: Class 21 contains 49288 members 
Mstep: Class 22 contains 46615 members 
Mstep: Class 23 contains 16361 members 
Mstep: Class 24 contains 9726 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111218912.000000 Penalty: 85978.023438
Iteration 174Q: 27 clusters Score -1.112189e+08 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 1582 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45145 members 
Mstep: Class 5 contains 46943 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 48274 members 
Mstep: Class 9 contains 44798 members 
Mstep: Class 10 contains 2385 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1292 members 
Mstep: Class 13 contains 44508 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48788 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26155 members 
Mstep: Class 18 contains 42310 members 
Mstep: Class 19 contains 48491 members 
Mstep: Class 20 contains 49253 members 
Mstep: Class 21 contains 49285 members 
Mstep: Class 22 contains 46646 members 
Mstep: Class 23 contains 16496 members 
Mstep: Class 24 contains 9759 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111218704.000000 Penalty: 85978.023438
Iteration 175Q: 27 clusters Score -1.112187e+08 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 1590 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45137 members 
Mstep: Class 5 contains 46941 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 48317 members 
Mstep: Class 9 contains 44783 members 
Mstep: Class 10 contains 2385 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 44522 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48782 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26159 members 
Mstep: Class 18 contains 42230 members 
Mstep: Class 19 contains 48458 members 
Mstep: Class 20 contains 49198 members 
Mstep: Class 21 contains 49260 members 
Mstep: Class 22 contains 46678 members 
Mstep: Class 23 contains 16626 members 
Mstep: Class 24 contains 9793 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111219112.000000 Penalty: 85978.023438
Iteration 176Q: 27 clusters Score -1.112191e+08 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 1595 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45141 members 
Mstep: Class 5 contains 46948 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 48359 members 
Mstep: Class 9 contains 44760 members 
Mstep: Class 10 contains 2386 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 44530 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48765 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26164 members 
Mstep: Class 18 contains 42156 members 
Mstep: Class 19 contains 48417 members 
Mstep: Class 20 contains 49134 members 
Mstep: Class 21 contains 49214 members 
Mstep: Class 22 contains 46689 members 
Mstep: Class 23 contains 16764 members 
Mstep: Class 24 contains 9833 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111219160.000000 Penalty: 85978.023438
Iteration 177Q: 27 clusters Score -1.112192e+08 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41290 members 
Mstep: Class 2 contains 1598 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45138 members 
Mstep: Class 5 contains 46942 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 48362 members 
Mstep: Class 9 contains 44741 members 
Mstep: Class 10 contains 2386 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1291 members 
Mstep: Class 13 contains 44529 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48759 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26161 members 
Mstep: Class 18 contains 42095 members 
Mstep: Class 19 contains 48429 members 
Mstep: Class 20 contains 49115 members 
Mstep: Class 21 contains 49146 members 
Mstep: Class 22 contains 46672 members 
Mstep: Class 23 contains 16909 members 
Mstep: Class 24 contains 9873 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111219496.000000 Penalty: 85978.023438
Iteration 178Q: 27 clusters Score -1.112195e+08 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 1600 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45143 members 
Mstep: Class 5 contains 46927 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 48389 members 
Mstep: Class 9 contains 44740 members 
Mstep: Class 10 contains 2386 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1291 members 
Mstep: Class 13 contains 44502 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48735 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26160 members 
Mstep: Class 18 contains 42029 members 
Mstep: Class 19 contains 48429 members 
Mstep: Class 20 contains 49081 members 
Mstep: Class 21 contains 49108 members 
Mstep: Class 22 contains 46669 members 
Mstep: Class 23 contains 17058 members 
Mstep: Class 24 contains 9916 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111219312.000000 Penalty: 85978.023438
Iteration 179Q: 27 clusters Score -1.112193e+08 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 1600 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45137 members 
Mstep: Class 5 contains 46929 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 48395 members 
Mstep: Class 9 contains 44721 members 
Mstep: Class 10 contains 2386 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1292 members 
Mstep: Class 13 contains 44516 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48739 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26155 members 
Mstep: Class 18 contains 41973 members 
Mstep: Class 19 contains 48402 members 
Mstep: Class 20 contains 49079 members 
Mstep: Class 21 contains 49041 members 
Mstep: Class 22 contains 46666 members 
Mstep: Class 23 contains 17202 members 
Mstep: Class 24 contains 9958 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111219416.000000 Penalty: 85978.023438
Iteration 180F: 27 clusters Score -1.112194e+08 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 1599 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45128 members 
Mstep: Class 5 contains 46943 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 48390 members 
Mstep: Class 9 contains 44681 members 
Mstep: Class 10 contains 2386 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1291 members 
Mstep: Class 13 contains 44523 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48735 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26157 members 
Mstep: Class 18 contains 41913 members 
Mstep: Class 19 contains 48359 members 
Mstep: Class 20 contains 49096 members 
Mstep: Class 21 contains 49022 members 
Mstep: Class 22 contains 46658 members 
Mstep: Class 23 contains 17341 members 
Mstep: Class 24 contains 10004 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111219576.000000 Penalty: 85978.023438
Iteration 181Q: 27 clusters Score -1.112196e+08 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 1602 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45133 members 
Mstep: Class 5 contains 46944 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 48388 members 
Mstep: Class 9 contains 44684 members 
Mstep: Class 10 contains 2386 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 44518 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48717 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26149 members 
Mstep: Class 18 contains 41894 members 
Mstep: Class 19 contains 48312 members 
Mstep: Class 20 contains 49121 members 
Mstep: Class 21 contains 48978 members 
Mstep: Class 22 contains 46630 members 
Mstep: Class 23 contains 17470 members 
Mstep: Class 24 contains 10042 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111219912.000000 Penalty: 85978.023438
Iteration 182Q: 27 clusters Score -1.112199e+08 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 1604 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45144 members 
Mstep: Class 5 contains 46955 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 48420 members 
Mstep: Class 9 contains 44689 members 
Mstep: Class 10 contains 2386 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1289 members 
Mstep: Class 13 contains 44502 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48697 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26142 members 
Mstep: Class 18 contains 41853 members 
Mstep: Class 19 contains 48264 members 
Mstep: Class 20 contains 49130 members 
Mstep: Class 21 contains 48925 members 
Mstep: Class 22 contains 46613 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 10088 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111219928.000000 Penalty: 85978.023438
Iteration 183Q: 27 clusters Score -1.112199e+08 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45174 members 
Mstep: Class 5 contains 46968 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 48396 members 
Mstep: Class 9 contains 44679 members 
Mstep: Class 10 contains 2386 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1289 members 
Mstep: Class 13 contains 44481 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48692 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26127 members 
Mstep: Class 18 contains 41844 members 
Mstep: Class 19 contains 48213 members 
Mstep: Class 20 contains 49123 members 
Mstep: Class 21 contains 48886 members 
Mstep: Class 22 contains 46620 members 
Mstep: Class 23 contains 17700 members 
Mstep: Class 24 contains 10128 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111220184.000000 Penalty: 85978.023438
Iteration 184Q: 27 clusters Score -1.112202e+08 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41098 members 
Mstep: Class 2 contains 1604 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45196 members 
Mstep: Class 5 contains 46967 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 48386 members 
Mstep: Class 9 contains 44654 members 
Mstep: Class 10 contains 2385 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 44468 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48671 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26131 members 
Mstep: Class 18 contains 41835 members 
Mstep: Class 19 contains 48168 members 
Mstep: Class 20 contains 49149 members 
Mstep: Class 21 contains 48840 members 
Mstep: Class 22 contains 46619 members 
Mstep: Class 23 contains 17817 members 
Mstep: Class 24 contains 10159 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111220288.000000 Penalty: 85978.023438
Iteration 185Q: 27 clusters Score -1.112203e+08 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 1604 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45213 members 
Mstep: Class 5 contains 46951 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 48387 members 
Mstep: Class 9 contains 44653 members 
Mstep: Class 10 contains 2385 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 44450 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48639 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26130 members 
Mstep: Class 18 contains 41808 members 
Mstep: Class 19 contains 48140 members 
Mstep: Class 20 contains 49157 members 
Mstep: Class 21 contains 48840 members 
Mstep: Class 22 contains 46608 members 
Mstep: Class 23 contains 17933 members 
Mstep: Class 24 contains 10199 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111220392.000000 Penalty: 85978.023438
Iteration 186Q: 27 clusters Score -1.112204e+08 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 1602 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45225 members 
Mstep: Class 5 contains 46981 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 48343 members 
Mstep: Class 9 contains 44673 members 
Mstep: Class 10 contains 2385 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 44411 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48621 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26135 members 
Mstep: Class 18 contains 41770 members 
Mstep: Class 19 contains 48126 members 
Mstep: Class 20 contains 49149 members 
Mstep: Class 21 contains 48824 members 
Mstep: Class 22 contains 46629 members 
Mstep: Class 23 contains 18054 members 
Mstep: Class 24 contains 10219 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111220520.000000 Penalty: 85978.023438
Iteration 187Q: 27 clusters Score -1.112205e+08 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 40946 members 
Mstep: Class 2 contains 1603 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45232 members 
Mstep: Class 5 contains 46997 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 48326 members 
Mstep: Class 9 contains 44652 members 
Mstep: Class 10 contains 2385 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1291 members 
Mstep: Class 13 contains 44389 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48631 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26133 members 
Mstep: Class 18 contains 41735 members 
Mstep: Class 19 contains 48100 members 
Mstep: Class 20 contains 49156 members 
Mstep: Class 21 contains 48815 members 
Mstep: Class 22 contains 46610 members 
Mstep: Class 23 contains 18189 members 
Mstep: Class 24 contains 10247 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111220600.000000 Penalty: 85978.023438
Iteration 188Q: 27 clusters Score -1.112206e+08 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 40929 members 
Mstep: Class 2 contains 1604 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45229 members 
Mstep: Class 5 contains 46979 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 48301 members 
Mstep: Class 9 contains 44652 members 
Mstep: Class 10 contains 2385 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1292 members 
Mstep: Class 13 contains 44365 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48617 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26136 members 
Mstep: Class 18 contains 41714 members 
Mstep: Class 19 contains 48072 members 
Mstep: Class 20 contains 49157 members 
Mstep: Class 21 contains 48805 members 
Mstep: Class 22 contains 46599 members 
Mstep: Class 23 contains 18327 members 
Mstep: Class 24 contains 10274 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111220512.000000 Penalty: 85978.023438
Iteration 189Q: 27 clusters Score -1.112205e+08 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 1605 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45231 members 
Mstep: Class 5 contains 46946 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 48290 members 
Mstep: Class 9 contains 44656 members 
Mstep: Class 10 contains 2385 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1293 members 
Mstep: Class 13 contains 44335 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48603 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26142 members 
Mstep: Class 18 contains 41686 members 
Mstep: Class 19 contains 48035 members 
Mstep: Class 20 contains 49183 members 
Mstep: Class 21 contains 48799 members 
Mstep: Class 22 contains 46579 members 
Mstep: Class 23 contains 18469 members 
Mstep: Class 24 contains 10301 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111220400.000000 Penalty: 85978.023438
Iteration 190Q: 27 clusters Score -1.112204e+08 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 1607 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45206 members 
Mstep: Class 5 contains 46937 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 48264 members 
Mstep: Class 9 contains 44684 members 
Mstep: Class 10 contains 2385 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1294 members 
Mstep: Class 13 contains 44315 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48610 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26140 members 
Mstep: Class 18 contains 41647 members 
Mstep: Class 19 contains 48016 members 
Mstep: Class 20 contains 49213 members 
Mstep: Class 21 contains 48779 members 
Mstep: Class 22 contains 46566 members 
Mstep: Class 23 contains 18608 members 
Mstep: Class 24 contains 10313 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111220912.000000 Penalty: 85978.023438
Iteration 191Q: 27 clusters Score -1.112209e+08 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 1609 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45181 members 
Mstep: Class 5 contains 46951 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 48205 members 
Mstep: Class 9 contains 44698 members 
Mstep: Class 10 contains 2385 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1294 members 
Mstep: Class 13 contains 44327 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48620 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26138 members 
Mstep: Class 18 contains 41581 members 
Mstep: Class 19 contains 48007 members 
Mstep: Class 20 contains 49214 members 
Mstep: Class 21 contains 48759 members 
Mstep: Class 22 contains 46566 members 
Mstep: Class 23 contains 18771 members 
Mstep: Class 24 contains 10321 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111220744.000000 Penalty: 85978.023438
Iteration 192Q: 27 clusters Score -1.112207e+08 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 1610 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45120 members 
Mstep: Class 5 contains 47025 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 48198 members 
Mstep: Class 9 contains 44673 members 
Mstep: Class 10 contains 2385 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1296 members 
Mstep: Class 13 contains 44325 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48631 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26133 members 
Mstep: Class 18 contains 41500 members 
Mstep: Class 19 contains 47995 members 
Mstep: Class 20 contains 49208 members 
Mstep: Class 21 contains 48733 members 
Mstep: Class 22 contains 46565 members 
Mstep: Class 23 contains 18921 members 
Mstep: Class 24 contains 10330 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111220720.000000 Penalty: 85978.023438
Iteration 193Q: 27 clusters Score -1.112207e+08 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 1613 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45065 members 
Mstep: Class 5 contains 47058 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 48207 members 
Mstep: Class 9 contains 44690 members 
Mstep: Class 10 contains 2385 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1297 members 
Mstep: Class 13 contains 44321 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48619 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26128 members 
Mstep: Class 18 contains 41418 members 
Mstep: Class 19 contains 47973 members 
Mstep: Class 20 contains 49181 members 
Mstep: Class 21 contains 48735 members 
Mstep: Class 22 contains 46581 members 
Mstep: Class 23 contains 19057 members 
Mstep: Class 24 contains 10344 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111220584.000000 Penalty: 85978.023438
Iteration 194Q: 27 clusters Score -1.112206e+08 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 1615 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45033 members 
Mstep: Class 5 contains 47053 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 48180 members 
Mstep: Class 9 contains 44703 members 
Mstep: Class 10 contains 2387 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1297 members 
Mstep: Class 13 contains 44356 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48618 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26123 members 
Mstep: Class 18 contains 41347 members 
Mstep: Class 19 contains 47944 members 
Mstep: Class 20 contains 49165 members 
Mstep: Class 21 contains 48742 members 
Mstep: Class 22 contains 46592 members 
Mstep: Class 23 contains 19193 members 
Mstep: Class 24 contains 10354 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111220592.000000 Penalty: 85978.023438
Iteration 195Q: 27 clusters Score -1.112206e+08 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 1620 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44979 members 
Mstep: Class 5 contains 47102 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 48184 members 
Mstep: Class 9 contains 44683 members 
Mstep: Class 10 contains 2387 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1296 members 
Mstep: Class 13 contains 44364 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48615 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26120 members 
Mstep: Class 18 contains 41271 members 
Mstep: Class 19 contains 47879 members 
Mstep: Class 20 contains 49198 members 
Mstep: Class 21 contains 48762 members 
Mstep: Class 22 contains 46563 members 
Mstep: Class 23 contains 19318 members 
Mstep: Class 24 contains 10371 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111220536.000000 Penalty: 85978.023438
Iteration 196Q: 27 clusters Score -1.112205e+08 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44929 members 
Mstep: Class 5 contains 47160 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 48154 members 
Mstep: Class 9 contains 44679 members 
Mstep: Class 10 contains 2387 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1297 members 
Mstep: Class 13 contains 44357 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48602 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26120 members 
Mstep: Class 18 contains 41214 members 
Mstep: Class 19 contains 47817 members 
Mstep: Class 20 contains 49207 members 
Mstep: Class 21 contains 48807 members 
Mstep: Class 22 contains 46567 members 
Mstep: Class 23 contains 19447 members 
Mstep: Class 24 contains 10380 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111220488.000000 Penalty: 85978.023438
Iteration 197Q: 27 clusters Score -1.112205e+08 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 1622 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44894 members 
Mstep: Class 5 contains 47188 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 48114 members 
Mstep: Class 9 contains 44666 members 
Mstep: Class 10 contains 2387 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1296 members 
Mstep: Class 13 contains 44359 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48592 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26124 members 
Mstep: Class 18 contains 41170 members 
Mstep: Class 19 contains 47778 members 
Mstep: Class 20 contains 49222 members 
Mstep: Class 21 contains 48843 members 
Mstep: Class 22 contains 46557 members 
Mstep: Class 23 contains 19559 members 
Mstep: Class 24 contains 10399 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111220512.000000 Penalty: 85978.023438
Iteration 198Q: 27 clusters Score -1.112205e+08 nChanged 1635
Entering ConstructFrom: 
Score: -111220512.000000 Penalty: 85978.023438
Entering ConstructFrom: 
Trying to split cluster 1 (40643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40643 members 
Entering Unmasked Estep 
Score: -7458541.500000 Penalty: 2631.920410
	Iteration 0F: 2 clusters Score -7458542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -7431281.000000 Penalty: 5263.840820
	Iteration 0F: 3 clusters Score -7431281 nChanged 18623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19594 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -7441468.500000 Penalty: 5263.840820
	Iteration 1F: 3 clusters Score -7441468 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -7441985.500000 Penalty: 5263.840820
	Iteration 2Q: 3 clusters Score -7441986 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -7442516.000000 Penalty: 5263.840820
	Iteration 3Q: 3 clusters Score -7442516 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -7443072.500000 Penalty: 5263.840820
	Iteration 4Q: 3 clusters Score -7443072 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -7443873.000000 Penalty: 5263.840820
	Iteration 5Q: 3 clusters Score -7443873 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -7444845.000000 Penalty: 5263.840820
	Iteration 6Q: 3 clusters Score -7444845 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 27819 members 
Entering Unmasked Estep 
Score: -7446065.000000 Penalty: 5263.840820
	Iteration 7Q: 3 clusters Score -7446065 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -7447607.500000 Penalty: 5263.840820
	Iteration 8F: 3 clusters Score -7447608 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -7449444.000000 Penalty: 5263.840820
	Iteration 9F: 3 clusters Score -7449444 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -7451414.500000 Penalty: 5263.840820
	Iteration 10F: 3 clusters Score -7451414 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -7453294.000000 Penalty: 5263.840820
	Iteration 11F: 3 clusters Score -7453294 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -7454658.500000 Penalty: 5263.840820
	Iteration 12Q: 3 clusters Score -7454658 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
Score: -7455391.000000 Penalty: 5263.840820
	Iteration 13Q: 3 clusters Score -7455391 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -7455749.000000 Penalty: 5263.840820
	Iteration 14Q: 3 clusters Score -7455749 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -7455950.500000 Penalty: 5263.840820
	Iteration 15Q: 3 clusters Score -7455950 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -7456055.000000 Penalty: 5263.840820
	Iteration 16Q: 3 clusters Score -7456055 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 40205 members 
Entering Unmasked Estep 
Score: -7456110.500000 Penalty: 5263.840820
	Iteration 17Q: 3 clusters Score -7456110 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -7456156.500000 Penalty: 5263.840820
	Iteration 18Q: 3 clusters Score -7456156 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 40263 members 
Entering Unmasked Estep 
Score: -7456180.500000 Penalty: 5263.840820
	Iteration 19Q: 3 clusters Score -7456180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -7456206.500000 Penalty: 5263.840820
	Iteration 20F: 3 clusters Score -7456206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 40287 members 
Entering Unmasked Estep 
Score: -7456225.500000 Penalty: 5263.840820
	Iteration 21Q: 3 clusters Score -7456226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -7456235.500000 Penalty: 5263.840820
	Iteration 22Q: 3 clusters Score -7456236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
Score: -7456256.500000 Penalty: 5263.840820
	Iteration 23Q: 3 clusters Score -7456256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
Score: -7456272.000000 Penalty: 5263.840820
	Iteration 24Q: 3 clusters Score -7456272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -7456274.500000 Penalty: 5263.840820
	Iteration 25Q: 3 clusters Score -7456274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -7456289.000000 Penalty: 5263.840820
	Iteration 26Q: 3 clusters Score -7456289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -7456302.500000 Penalty: 5263.840820
	Iteration 27Q: 3 clusters Score -7456302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -7456307.000000 Penalty: 5263.840820
	Iteration 28Q: 3 clusters Score -7456307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 40323 members 
Entering Unmasked Estep 
Score: -7456304.000000 Penalty: 5263.840820
	Iteration 29Q: 3 clusters Score -7456304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -7456308.500000 Penalty: 5263.840820
	Iteration 30Q: 3 clusters Score -7456308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -7456308.500000 Penalty: 5263.840820
	Iteration 31F: 3 clusters Score -7456308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Entering Unmasked Estep 
Score: -296534.906250 Penalty: 1833.070923
	Iteration 0F: 2 clusters Score -296534.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -294165.687500 Penalty: 3666.141846
	Iteration 0F: 3 clusters Score -294165.7 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -294525.750000 Penalty: 3666.141846
	Iteration 1F: 3 clusters Score -294525.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -294613.437500 Penalty: 3666.141846
	Iteration 2F: 3 clusters Score -294613.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -294666.281250 Penalty: 3666.141846
	Iteration 3Q: 3 clusters Score -294666.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -294695.406250 Penalty: 3666.141846
	Iteration 4Q: 3 clusters Score -294695.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -294719.062500 Penalty: 3666.141846
	Iteration 5Q: 3 clusters Score -294719.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -294737.937500 Penalty: 3666.141846
	Iteration 6Q: 3 clusters Score -294737.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -294756.781250 Penalty: 3666.141846
	Iteration 7Q: 3 clusters Score -294756.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -294769.281250 Penalty: 3666.141846
	Iteration 8Q: 3 clusters Score -294769.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -294780.250000 Penalty: 3666.141846
	Iteration 9Q: 3 clusters Score -294780.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -294790.531250 Penalty: 3666.141846
	Iteration 10Q: 3 clusters Score -294790.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -294798.468750 Penalty: 3666.141846
	Iteration 11Q: 3 clusters Score -294798.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -294803.093750 Penalty: 3666.141846
	Iteration 12Q: 3 clusters Score -294803.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -294807.218750 Penalty: 3666.141846
	Iteration 13Q: 3 clusters Score -294807.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -294811.093750 Penalty: 3666.141846
	Iteration 14Q: 3 clusters Score -294811.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -294814.281250 Penalty: 3666.141846
	Iteration 15Q: 3 clusters Score -294814.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -294817.968750 Penalty: 3666.141846
	Iteration 16Q: 3 clusters Score -294818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -294822.781250 Penalty: 3666.141846
	Iteration 17Q: 3 clusters Score -294822.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -294824.062500 Penalty: 3666.141846
	Iteration 18Q: 3 clusters Score -294824.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -294824.062500 Penalty: 3666.141846
	Iteration 19F: 3 clusters Score -294824.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -20069.357422 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -20069.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -19000.109375 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -19000.11 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -19239.861328 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -19239.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -19274.091797 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -19274.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -19311.658203 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -19311.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19315.904297 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -19315.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -19320.589844 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -19320.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -19329.167969 Penalty: 2778.651123
	Iteration 6Q: 3 clusters Score -19329.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -19339.925781 Penalty: 2778.651123
	Iteration 7Q: 3 clusters Score -19339.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -19356.001953 Penalty: 2778.651123
	Iteration 8Q: 3 clusters Score -19356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -19368.724609 Penalty: 2778.651123
	Iteration 9Q: 3 clusters Score -19368.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -19374.296875 Penalty: 2778.651123
	Iteration 10Q: 3 clusters Score -19374.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -19374.296875 Penalty: 2778.651123
	Iteration 11F: 3 clusters Score -19374.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44851 members 
Entering Unmasked Estep 
Score: -8192119.000000 Penalty: 2656.353271
	Iteration 0F: 2 clusters Score -8192119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -8162344.000000 Penalty: 5312.706543
	Iteration 0F: 3 clusters Score -8162344 nChanged 20813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21730 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -8173977.000000 Penalty: 5312.706543
	Iteration 1F: 3 clusters Score -8173977 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
Score: -8174442.000000 Penalty: 5312.706543
	Iteration 2Q: 3 clusters Score -8174442 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -8174869.500000 Penalty: 5312.706543
	Iteration 3Q: 3 clusters Score -8174870 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -8175256.500000 Penalty: 5312.706543
	Iteration 4Q: 3 clusters Score -8175256 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -8175666.500000 Penalty: 5312.706543
	Iteration 5Q: 3 clusters Score -8175666 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -8176178.500000 Penalty: 5312.706543
	Iteration 6Q: 3 clusters Score -8176178 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -8176927.000000 Penalty: 5312.706543
	Iteration 7Q: 3 clusters Score -8176927 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -8178040.000000 Penalty: 5312.706543
	Iteration 8Q: 3 clusters Score -8178040 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 32329 members 
Entering Unmasked Estep 
Score: -8179773.000000 Penalty: 5312.706543
	Iteration 9F: 3 clusters Score -8179773 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -8182085.000000 Penalty: 5312.706543
	Iteration 10F: 3 clusters Score -8182085 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -8184671.000000 Penalty: 5312.706543
	Iteration 11F: 3 clusters Score -8184671 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -8186741.500000 Penalty: 5312.706543
	Iteration 12F: 3 clusters Score -8186742 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -8188187.500000 Penalty: 5312.706543
	Iteration 13Q: 3 clusters Score -8188188 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 43238 members 
Entering Unmasked Estep 
Score: -8188940.000000 Penalty: 5312.706543
	Iteration 14Q: 3 clusters Score -8188940 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 43855 members 
Entering Unmasked Estep 
Score: -8189407.500000 Penalty: 5312.706543
	Iteration 15Q: 3 clusters Score -8189408 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 44167 members 
Entering Unmasked Estep 
Score: -8189622.000000 Penalty: 5312.706543
	Iteration 16Q: 3 clusters Score -8189622 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -8189728.000000 Penalty: 5312.706543
	Iteration 17Q: 3 clusters Score -8189728 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 44412 members 
Entering Unmasked Estep 
Score: -8189810.500000 Penalty: 5312.706543
	Iteration 18Q: 3 clusters Score -8189810 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -8189854.500000 Penalty: 5312.706543
	Iteration 19Q: 3 clusters Score -8189854 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 44492 members 
Entering Unmasked Estep 
Score: -8189894.500000 Penalty: 5312.706543
	Iteration 20F: 3 clusters Score -8189894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -8189926.500000 Penalty: 5312.706543
	Iteration 21Q: 3 clusters Score -8189926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 44522 members 
Entering Unmasked Estep 
Score: -8189932.000000 Penalty: 5312.706543
	Iteration 22Q: 3 clusters Score -8189932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -8189951.500000 Penalty: 5312.706543
	Iteration 23Q: 3 clusters Score -8189952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 44535 members 
Entering Unmasked Estep 
Score: -8189953.000000 Penalty: 5312.706543
	Iteration 24Q: 3 clusters Score -8189953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -8189956.500000 Penalty: 5312.706543
	Iteration 25Q: 3 clusters Score -8189956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 44537 members 
Entering Unmasked Estep 
Score: -8189956.000000 Penalty: 5312.706543
	Iteration 26Q: 3 clusters Score -8189956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 44539 members 
Entering Unmasked Estep 
Score: -8189954.000000 Penalty: 5312.706543
	Iteration 27Q: 3 clusters Score -8189954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 44539 members 
Entering Unmasked Estep 
Score: -8189954.000000 Penalty: 5312.706543
	Iteration 28F: 3 clusters Score -8189954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (47230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47230 members 
Entering Unmasked Estep 
Score: -8720582.000000 Penalty: 2669.170654
	Iteration 0F: 2 clusters Score -8720582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -8691283.000000 Penalty: 5338.341309
	Iteration 0F: 3 clusters Score -8691283 nChanged 21778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -8703440.000000 Penalty: 5338.341309
	Iteration 1F: 3 clusters Score -8703440 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -8704102.000000 Penalty: 5338.341309
	Iteration 2Q: 3 clusters Score -8704102 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -8704784.000000 Penalty: 5338.341309
	Iteration 3Q: 3 clusters Score -8704784 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -8705625.000000 Penalty: 5338.341309
	Iteration 4Q: 3 clusters Score -8705625 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -8706822.000000 Penalty: 5338.341309
	Iteration 5F: 3 clusters Score -8706822 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -8708548.000000 Penalty: 5338.341309
	Iteration 6F: 3 clusters Score -8708548 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -8710996.000000 Penalty: 5338.341309
	Iteration 7F: 3 clusters Score -8710996 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -8713678.000000 Penalty: 5338.341309
	Iteration 8F: 3 clusters Score -8713678 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 42650 members 
Entering Unmasked Estep 
Score: -8715991.000000 Penalty: 5338.341309
	Iteration 9F: 3 clusters Score -8715991 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 44874 members 
Entering Unmasked Estep 
Score: -8717266.000000 Penalty: 5338.341309
	Iteration 10Q: 3 clusters Score -8717266 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 46109 members 
Entering Unmasked Estep 
Score: -8717879.000000 Penalty: 5338.341309
	Iteration 11Q: 3 clusters Score -8717879 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 46645 members 
Entering Unmasked Estep 
Score: -8718139.000000 Penalty: 5338.341309
	Iteration 12Q: 3 clusters Score -8718139 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 46831 members 
Entering Unmasked Estep 
Score: -8718255.000000 Penalty: 5338.341309
	Iteration 13Q: 3 clusters Score -8718255 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
Score: -8718288.000000 Penalty: 5338.341309
	Iteration 14Q: 3 clusters Score -8718288 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 46913 members 
Entering Unmasked Estep 
Score: -8718304.000000 Penalty: 5338.341309
	Iteration 15Q: 3 clusters Score -8718304 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 46926 members 
Entering Unmasked Estep 
Score: -8718323.000000 Penalty: 5338.341309
	Iteration 16Q: 3 clusters Score -8718323 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 46943 members 
Entering Unmasked Estep 
Score: -8718355.000000 Penalty: 5338.341309
	Iteration 17Q: 3 clusters Score -8718355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 46951 members 
Entering Unmasked Estep 
Score: -8718359.000000 Penalty: 5338.341309
	Iteration 18Q: 3 clusters Score -8718359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 46954 members 
Entering Unmasked Estep 
Score: -8718367.000000 Penalty: 5338.341309
	Iteration 19Q: 3 clusters Score -8718367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 46956 members 
Entering Unmasked Estep 
Score: -8718366.000000 Penalty: 5338.341309
	Iteration 20F: 3 clusters Score -8718366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 46956 members 
Entering Unmasked Estep 
Score: -8718370.000000 Penalty: 5338.341309
	Iteration 21Q: 3 clusters Score -8718370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 46956 members 
Entering Unmasked Estep 
Score: -8718370.000000 Penalty: 5338.341309
	Iteration 22F: 3 clusters Score -8718370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -52032.898438 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -52032.9 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 237 members 
Entering Unmasked Estep 
Score: -50601.566406 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -50601.57 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -50925.535156 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -50925.54 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51055.632812 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -51055.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -51119.218750 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -51119.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -51202.117188 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -51202.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -51276.671875 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -51276.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -51408.406250 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -51408.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -51461.164062 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -51461.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -51489.113281 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -51489.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -51518.093750 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -51518.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -51538.187500 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -51538.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -51558.445312 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -51558.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -51587.394531 Penalty: 3080.457520
	Iteration 12Q: 3 clusters Score -51587.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -51602.660156 Penalty: 3080.457520
	Iteration 13Q: 3 clusters Score -51602.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -51612.617188 Penalty: 3080.457520
	Iteration 14Q: 3 clusters Score -51612.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -51633.636719 Penalty: 3080.457520
	Iteration 15Q: 3 clusters Score -51633.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -51670.882812 Penalty: 3080.457520
	Iteration 16Q: 3 clusters Score -51670.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -51697.562500 Penalty: 3080.457520
	Iteration 17Q: 3 clusters Score -51697.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -51710.941406 Penalty: 3080.457520
	Iteration 18Q: 3 clusters Score -51710.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -51710.941406 Penalty: 3080.457520
	Iteration 19F: 3 clusters Score -51710.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Entering Unmasked Estep 
Score: -172210.281250 Penalty: 1736.308838
	Iteration 0F: 2 clusters Score -172210.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -170228.984375 Penalty: 3472.617676
	Iteration 0F: 3 clusters Score -170229 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -170725.640625 Penalty: 3472.617676
	Iteration 1F: 3 clusters Score -170725.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -170944.468750 Penalty: 3472.617676
	Iteration 2F: 3 clusters Score -170944.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -171064.187500 Penalty: 3472.617676
	Iteration 3F: 3 clusters Score -171064.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -171123.171875 Penalty: 3472.617676
	Iteration 4Q: 3 clusters Score -171123.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -171149.421875 Penalty: 3472.617676
	Iteration 5Q: 3 clusters Score -171149.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -171164.015625 Penalty: 3472.617676
	Iteration 6Q: 3 clusters Score -171164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -171173.046875 Penalty: 3472.617676
	Iteration 7Q: 3 clusters Score -171173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -171178.093750 Penalty: 3472.617676
	Iteration 8Q: 3 clusters Score -171178.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -171182.171875 Penalty: 3472.617676
	Iteration 9Q: 3 clusters Score -171182.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -171182.906250 Penalty: 3472.617676
	Iteration 10Q: 3 clusters Score -171182.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -171182.906250 Penalty: 3472.617676
	Iteration 11F: 3 clusters Score -171182.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (48086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48086 members 
Entering Unmasked Estep 
Score: -8907163.000000 Penalty: 2673.625000
	Iteration 0F: 2 clusters Score -8907163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -8877641.000000 Penalty: 5347.250000
	Iteration 0F: 3 clusters Score -8877641 nChanged 22120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -8889693.000000 Penalty: 5347.250000
	Iteration 1F: 3 clusters Score -8889693 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -8890153.000000 Penalty: 5347.250000
	Iteration 2Q: 3 clusters Score -8890153 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 24669 members 
Entering Unmasked Estep 
Score: -8890619.000000 Penalty: 5347.250000
	Iteration 3Q: 3 clusters Score -8890619 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -8891072.000000 Penalty: 5347.250000
	Iteration 4Q: 3 clusters Score -8891072 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -8891547.000000 Penalty: 5347.250000
	Iteration 5Q: 3 clusters Score -8891547 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -8892128.000000 Penalty: 5347.250000
	Iteration 6Q: 3 clusters Score -8892128 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -8892802.000000 Penalty: 5347.250000
	Iteration 7Q: 3 clusters Score -8892802 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -8893639.000000 Penalty: 5347.250000
	Iteration 8Q: 3 clusters Score -8893639 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -8894577.000000 Penalty: 5347.250000
	Iteration 9Q: 3 clusters Score -8894577 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -8895740.000000 Penalty: 5347.250000
	Iteration 10Q: 3 clusters Score -8895740 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
Score: -8897087.000000 Penalty: 5347.250000
	Iteration 11F: 3 clusters Score -8897087 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -8898823.000000 Penalty: 5347.250000
	Iteration 12F: 3 clusters Score -8898823 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -8900722.000000 Penalty: 5347.250000
	Iteration 13F: 3 clusters Score -8900722 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 42499 members 
Entering Unmasked Estep 
Score: -8902642.000000 Penalty: 5347.250000
	Iteration 14F: 3 clusters Score -8902642 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 44729 members 
Entering Unmasked Estep 
Score: -8903810.000000 Penalty: 5347.250000
	Iteration 15Q: 3 clusters Score -8903810 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -8904391.000000 Penalty: 5347.250000
	Iteration 16Q: 3 clusters Score -8904391 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 47114 members 
Entering Unmasked Estep 
Score: -8904633.000000 Penalty: 5347.250000
	Iteration 17Q: 3 clusters Score -8904633 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 47496 members 
Entering Unmasked Estep 
Score: -8904709.000000 Penalty: 5347.250000
	Iteration 18Q: 3 clusters Score -8904709 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 47653 members 
Entering Unmasked Estep 
Score: -8904798.000000 Penalty: 5347.250000
	Iteration 19Q: 3 clusters Score -8904798 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 47723 members 
Entering Unmasked Estep 
Score: -8904834.000000 Penalty: 5347.250000
	Iteration 20F: 3 clusters Score -8904834 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 47762 members 
Entering Unmasked Estep 
Score: -8904874.000000 Penalty: 5347.250000
	Iteration 21Q: 3 clusters Score -8904874 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 47779 members 
Entering Unmasked Estep 
Score: -8904884.000000 Penalty: 5347.250000
	Iteration 22Q: 3 clusters Score -8904884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -8904903.000000 Penalty: 5347.250000
	Iteration 23Q: 3 clusters Score -8904903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 47799 members 
Entering Unmasked Estep 
Score: -8904909.000000 Penalty: 5347.250000
	Iteration 24Q: 3 clusters Score -8904909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 47808 members 
Entering Unmasked Estep 
Score: -8904914.000000 Penalty: 5347.250000
	Iteration 25Q: 3 clusters Score -8904914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 47815 members 
Entering Unmasked Estep 
Score: -8904924.000000 Penalty: 5347.250000
	Iteration 26Q: 3 clusters Score -8904924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 47817 members 
Entering Unmasked Estep 
Score: -8904931.000000 Penalty: 5347.250000
	Iteration 27Q: 3 clusters Score -8904931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 47817 members 
Entering Unmasked Estep 
Score: -8904931.000000 Penalty: 5347.250000
	Iteration 28Q: 3 clusters Score -8904931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 47820 members 
Entering Unmasked Estep 
Score: -8904932.000000 Penalty: 5347.250000
	Iteration 29Q: 3 clusters Score -8904932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 47821 members 
Entering Unmasked Estep 
Score: -8904932.000000 Penalty: 5347.250000
	Iteration 30Q: 3 clusters Score -8904932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 47822 members 
Entering Unmasked Estep 
Score: -8904936.000000 Penalty: 5347.250000
	Iteration 31Q: 3 clusters Score -8904936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 47822 members 
Entering Unmasked Estep 
Score: -8904936.000000 Penalty: 5347.250000
	Iteration 32Q: 3 clusters Score -8904936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 47823 members 
Entering Unmasked Estep 
Score: -8904938.000000 Penalty: 5347.250000
	Iteration 33Q: 3 clusters Score -8904938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 47823 members 
Entering Unmasked Estep 
Score: -8904938.000000 Penalty: 5347.250000
	Iteration 34F: 3 clusters Score -8904938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44656 members 
Entering Unmasked Estep 
Score: -8222801.500000 Penalty: 2655.272461
	Iteration 0F: 2 clusters Score -8222802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -8193679.500000 Penalty: 5310.544922
	Iteration 0F: 3 clusters Score -8193680 nChanged 20539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -8205192.500000 Penalty: 5310.544922
	Iteration 1F: 3 clusters Score -8205192 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -8205727.500000 Penalty: 5310.544922
	Iteration 2Q: 3 clusters Score -8205728 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -8206206.500000 Penalty: 5310.544922
	Iteration 3Q: 3 clusters Score -8206206 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -8206750.500000 Penalty: 5310.544922
	Iteration 4Q: 3 clusters Score -8206750 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -8207404.000000 Penalty: 5310.544922
	Iteration 5Q: 3 clusters Score -8207404 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -8208303.000000 Penalty: 5310.544922
	Iteration 6Q: 3 clusters Score -8208303 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -8209566.500000 Penalty: 5310.544922
	Iteration 7F: 3 clusters Score -8209566 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -8211547.000000 Penalty: 5310.544922
	Iteration 8F: 3 clusters Score -8211547 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36291 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -8214147.000000 Penalty: 5310.544922
	Iteration 9F: 3 clusters Score -8214147 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -8216789.500000 Penalty: 5310.544922
	Iteration 10F: 3 clusters Score -8216790 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -8218700.000000 Penalty: 5310.544922
	Iteration 11F: 3 clusters Score -8218700 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -8219739.500000 Penalty: 5310.544922
	Iteration 12Q: 3 clusters Score -8219740 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8220141.500000 Penalty: 5310.544922
	Iteration 13Q: 3 clusters Score -8220142 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44193 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -8220342.000000 Penalty: 5310.544922
	Iteration 14Q: 3 clusters Score -8220342 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44299 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8220416.000000 Penalty: 5310.544922
	Iteration 15Q: 3 clusters Score -8220416 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44341 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8220460.000000 Penalty: 5310.544922
	Iteration 16Q: 3 clusters Score -8220460 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44366 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8220473.000000 Penalty: 5310.544922
	Iteration 17Q: 3 clusters Score -8220473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44376 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8220487.500000 Penalty: 5310.544922
	Iteration 18Q: 3 clusters Score -8220488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44386 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8220498.000000 Penalty: 5310.544922
	Iteration 19Q: 3 clusters Score -8220498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44398 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8220505.500000 Penalty: 5310.544922
	Iteration 20F: 3 clusters Score -8220506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44402 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8220509.000000 Penalty: 5310.544922
	Iteration 21Q: 3 clusters Score -8220509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44406 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -8220513.000000 Penalty: 5310.544922
	Iteration 22Q: 3 clusters Score -8220513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8220517.500000 Penalty: 5310.544922
	Iteration 23Q: 3 clusters Score -8220518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -8220517.500000 Penalty: 5310.544922
	Iteration 24Q: 3 clusters Score -8220518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44415 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8220514.000000 Penalty: 5310.544922
	Iteration 25Q: 3 clusters Score -8220514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44416 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8220514.500000 Penalty: 5310.544922
	Iteration 26Q: 3 clusters Score -8220514 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44417 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8220516.500000 Penalty: 5310.544922
	Iteration 27Q: 3 clusters Score -8220516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44418 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -8220518.500000 Penalty: 5310.544922
	Iteration 28Q: 3 clusters Score -8220518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44418 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -8220518.500000 Penalty: 5310.544922
	Iteration 29F: 3 clusters Score -8220518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Entering Unmasked Estep 
Score: -404536.468750 Penalty: 1928.892578
	Iteration 0F: 2 clusters Score -404536.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -401670.625000 Penalty: 3857.785156
	Iteration 0F: 3 clusters Score -401670.6 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -402264.812500 Penalty: 3857.785156
	Iteration 1F: 3 clusters Score -402264.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -402518.531250 Penalty: 3857.785156
	Iteration 2F: 3 clusters Score -402518.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -402802.468750 Penalty: 3857.785156
	Iteration 3F: 3 clusters Score -402802.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -403110.343750 Penalty: 3857.785156
	Iteration 4F: 3 clusters Score -403110.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -403349.718750 Penalty: 3857.785156
	Iteration 5F: 3 clusters Score -403349.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -403587.781250 Penalty: 3857.785156
	Iteration 6F: 3 clusters Score -403587.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -403811.656250 Penalty: 3857.785156
	Iteration 7Q: 3 clusters Score -403811.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -403939.000000 Penalty: 3857.785156
	Iteration 8Q: 3 clusters Score -403939 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -404013.500000 Penalty: 3857.785156
	Iteration 9Q: 3 clusters Score -404013.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -404069.562500 Penalty: 3857.785156
	Iteration 10Q: 3 clusters Score -404069.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -404094.687500 Penalty: 3857.785156
	Iteration 11Q: 3 clusters Score -404094.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -404116.968750 Penalty: 3857.785156
	Iteration 12Q: 3 clusters Score -404117 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -404138.062500 Penalty: 3857.785156
	Iteration 13Q: 3 clusters Score -404138.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -404163.187500 Penalty: 3857.785156
	Iteration 14Q: 3 clusters Score -404163.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -404186.343750 Penalty: 3857.785156
	Iteration 15Q: 3 clusters Score -404186.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -404200.500000 Penalty: 3857.785156
	Iteration 16Q: 3 clusters Score -404200.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -404207.156250 Penalty: 3857.785156
	Iteration 17Q: 3 clusters Score -404207.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -404214.937500 Penalty: 3857.785156
	Iteration 18Q: 3 clusters Score -404214.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -404220.906250 Penalty: 3857.785156
	Iteration 19Q: 3 clusters Score -404220.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -404224.375000 Penalty: 3857.785156
	Iteration 20F: 3 clusters Score -404224.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -404225.781250 Penalty: 3857.785156
	Iteration 21Q: 3 clusters Score -404225.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -404227.812500 Penalty: 3857.785156
	Iteration 22Q: 3 clusters Score -404227.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -404228.031250 Penalty: 3857.785156
	Iteration 23Q: 3 clusters Score -404228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -404228.031250 Penalty: 3857.785156
	Iteration 24F: 3 clusters Score -404228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Entering Unmasked Estep 
Score: -129224.632812 Penalty: 1644.736450
	Iteration 0F: 2 clusters Score -129224.6 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 379 members 
Entering Unmasked Estep 
Score: -127488.039062 Penalty: 3289.472900
	Iteration 0F: 3 clusters Score -127488 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -127774.046875 Penalty: 3289.472900
	Iteration 1F: 3 clusters Score -127774 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -127936.226562 Penalty: 3289.472900
	Iteration 2F: 3 clusters Score -127936.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -128077.632812 Penalty: 3289.472900
	Iteration 3F: 3 clusters Score -128077.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -128243.500000 Penalty: 3289.472900
	Iteration 4Q: 3 clusters Score -128243.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -128378.781250 Penalty: 3289.472900
	Iteration 5Q: 3 clusters Score -128378.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -128437.601562 Penalty: 3289.472900
	Iteration 6Q: 3 clusters Score -128437.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -128471.984375 Penalty: 3289.472900
	Iteration 7Q: 3 clusters Score -128472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -128493.000000 Penalty: 3289.472900
	Iteration 8Q: 3 clusters Score -128493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -128502.039062 Penalty: 3289.472900
	Iteration 9Q: 3 clusters Score -128502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -128509.773438 Penalty: 3289.472900
	Iteration 10Q: 3 clusters Score -128509.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -128519.835938 Penalty: 3289.472900
	Iteration 11Q: 3 clusters Score -128519.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -128530.539062 Penalty: 3289.472900
	Iteration 12Q: 3 clusters Score -128530.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -128540.929688 Penalty: 3289.472900
	Iteration 13Q: 3 clusters Score -128540.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -128543.304688 Penalty: 3289.472900
	Iteration 14Q: 3 clusters Score -128543.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -128544.593750 Penalty: 3289.472900
	Iteration 15Q: 3 clusters Score -128544.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -128545.351562 Penalty: 3289.472900
	Iteration 16Q: 3 clusters Score -128545.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -128545.351562 Penalty: 3289.472900
	Iteration 17F: 3 clusters Score -128545.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Entering Unmasked Estep 
Score: -224929.218750 Penalty: 1777.234009
	Iteration 0F: 2 clusters Score -224929.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -222864.125000 Penalty: 3554.468018
	Iteration 0F: 3 clusters Score -222864.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -223350.140625 Penalty: 3554.468018
	Iteration 1F: 3 clusters Score -223350.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -223572.687500 Penalty: 3554.468018
	Iteration 2F: 3 clusters Score -223572.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -223693.921875 Penalty: 3554.468018
	Iteration 3F: 3 clusters Score -223693.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -223814.296875 Penalty: 3554.468018
	Iteration 4Q: 3 clusters Score -223814.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -223991.406250 Penalty: 3554.468018
	Iteration 5Q: 3 clusters Score -223991.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -224136.453125 Penalty: 3554.468018
	Iteration 6Q: 3 clusters Score -224136.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -224272.343750 Penalty: 3554.468018
	Iteration 7Q: 3 clusters Score -224272.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -224433.312500 Penalty: 3554.468018
	Iteration 8Q: 3 clusters Score -224433.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -224551.000000 Penalty: 3554.468018
	Iteration 9Q: 3 clusters Score -224551 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -224587.468750 Penalty: 3554.468018
	Iteration 10Q: 3 clusters Score -224587.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -224599.578125 Penalty: 3554.468018
	Iteration 11Q: 3 clusters Score -224599.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -224604.187500 Penalty: 3554.468018
	Iteration 12Q: 3 clusters Score -224604.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -224610.453125 Penalty: 3554.468018
	Iteration 13Q: 3 clusters Score -224610.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -224620.031250 Penalty: 3554.468018
	Iteration 14Q: 3 clusters Score -224620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -224629.750000 Penalty: 3554.468018
	Iteration 15Q: 3 clusters Score -224629.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -224633.312500 Penalty: 3554.468018
	Iteration 16Q: 3 clusters Score -224633.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -224635.125000 Penalty: 3554.468018
	Iteration 17Q: 3 clusters Score -224635.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -224638.171875 Penalty: 3554.468018
	Iteration 18Q: 3 clusters Score -224638.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -224640.156250 Penalty: 3554.468018
	Iteration 19Q: 3 clusters Score -224640.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -224640.156250 Penalty: 3554.468018
	Iteration 20F: 3 clusters Score -224640.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (44355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Entering Unmasked Estep 
Score: -8118149.500000 Penalty: 2653.595215
	Iteration 0F: 2 clusters Score -8118150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -8089245.000000 Penalty: 5307.190430
	Iteration 0F: 3 clusters Score -8089245 nChanged 20470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -8100478.500000 Penalty: 5307.190430
	Iteration 1F: 3 clusters Score -8100478 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -8101022.000000 Penalty: 5307.190430
	Iteration 2Q: 3 clusters Score -8101022 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -8101581.000000 Penalty: 5307.190430
	Iteration 3Q: 3 clusters Score -8101581 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -8102257.500000 Penalty: 5307.190430
	Iteration 4Q: 3 clusters Score -8102258 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -8103010.000000 Penalty: 5307.190430
	Iteration 5Q: 3 clusters Score -8103010 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -8103984.500000 Penalty: 5307.190430
	Iteration 6Q: 3 clusters Score -8103984 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -8105311.500000 Penalty: 5307.190430
	Iteration 7F: 3 clusters Score -8105312 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -8106970.500000 Penalty: 5307.190430
	Iteration 8F: 3 clusters Score -8106970 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -8108972.000000 Penalty: 5307.190430
	Iteration 9F: 3 clusters Score -8108972 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -8110814.500000 Penalty: 5307.190430
	Iteration 10F: 3 clusters Score -8110814 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -8111824.500000 Penalty: 5307.190430
	Iteration 11Q: 3 clusters Score -8111824 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 18767 members 
Entering Unmasked Estep 
Score: -8112301.000000 Penalty: 5307.190430
	Iteration 12Q: 3 clusters Score -8112301 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -8112559.000000 Penalty: 5307.190430
	Iteration 13Q: 3 clusters Score -8112559 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -8112780.500000 Penalty: 5307.190430
	Iteration 14Q: 3 clusters Score -8112780 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -8112973.500000 Penalty: 5307.190430
	Iteration 15Q: 3 clusters Score -8112974 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -8113152.000000 Penalty: 5307.190430
	Iteration 16Q: 3 clusters Score -8113152 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -8113294.500000 Penalty: 5307.190430
	Iteration 17Q: 3 clusters Score -8113294 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -8113448.500000 Penalty: 5307.190430
	Iteration 18Q: 3 clusters Score -8113448 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -8113608.000000 Penalty: 5307.190430
	Iteration 19Q: 3 clusters Score -8113608 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -8113776.000000 Penalty: 5307.190430
	Iteration 20F: 3 clusters Score -8113776 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -8113963.000000 Penalty: 5307.190430
	Iteration 21Q: 3 clusters Score -8113963 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -8114151.500000 Penalty: 5307.190430
	Iteration 22Q: 3 clusters Score -8114152 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -8114361.500000 Penalty: 5307.190430
	Iteration 23Q: 3 clusters Score -8114362 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -8114551.500000 Penalty: 5307.190430
	Iteration 24Q: 3 clusters Score -8114552 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -8114740.500000 Penalty: 5307.190430
	Iteration 25Q: 3 clusters Score -8114740 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -8114903.000000 Penalty: 5307.190430
	Iteration 26Q: 3 clusters Score -8114903 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -8115125.000000 Penalty: 5307.190430
	Iteration 27Q: 3 clusters Score -8115125 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -8115319.500000 Penalty: 5307.190430
	Iteration 28Q: 3 clusters Score -8115320 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33272 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -8115523.000000 Penalty: 5307.190430
	Iteration 29Q: 3 clusters Score -8115523 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -8115743.500000 Penalty: 5307.190430
	Iteration 30Q: 3 clusters Score -8115744 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -8115905.000000 Penalty: 5307.190430
	Iteration 31Q: 3 clusters Score -8115905 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -8116136.000000 Penalty: 5307.190430
	Iteration 32Q: 3 clusters Score -8116136 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35393 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -8116322.500000 Penalty: 5307.190430
	Iteration 33Q: 3 clusters Score -8116322 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -8116483.000000 Penalty: 5307.190430
	Iteration 34Q: 3 clusters Score -8116483 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36364 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -8116583.000000 Penalty: 5307.190430
	Iteration 35Q: 3 clusters Score -8116583 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -8116695.000000 Penalty: 5307.190430
	Iteration 36Q: 3 clusters Score -8116695 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -8116800.500000 Penalty: 5307.190430
	Iteration 37Q: 3 clusters Score -8116800 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -8116893.500000 Penalty: 5307.190430
	Iteration 38Q: 3 clusters Score -8116894 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -8116959.500000 Penalty: 5307.190430
	Iteration 39Q: 3 clusters Score -8116960 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -8117034.000000 Penalty: 5307.190430
	Iteration 40F: 3 clusters Score -8117034 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -8117072.500000 Penalty: 5307.190430
	Iteration 41Q: 3 clusters Score -8117072 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -8117090.000000 Penalty: 5307.190430
	Iteration 42Q: 3 clusters Score -8117090 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -8117136.500000 Penalty: 5307.190430
	Iteration 43Q: 3 clusters Score -8117136 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -8117185.500000 Penalty: 5307.190430
	Iteration 44Q: 3 clusters Score -8117186 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -8117184.500000 Penalty: 5307.190430
	Iteration 45Q: 3 clusters Score -8117184 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -8117229.000000 Penalty: 5307.190430
	Iteration 46Q: 3 clusters Score -8117229 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -8117274.000000 Penalty: 5307.190430
	Iteration 47Q: 3 clusters Score -8117274 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -8117321.500000 Penalty: 5307.190430
	Iteration 48Q: 3 clusters Score -8117322 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -8117327.500000 Penalty: 5307.190430
	Iteration 49Q: 3 clusters Score -8117328 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40811 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -8117359.500000 Penalty: 5307.190430
	Iteration 50Q: 3 clusters Score -8117360 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -8117362.000000 Penalty: 5307.190430
	Iteration 51Q: 3 clusters Score -8117362 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -8117377.500000 Penalty: 5307.190430
	Iteration 52Q: 3 clusters Score -8117378 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -8117356.500000 Penalty: 5307.190430
	Iteration 53Q: 3 clusters Score -8117356 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -8117353.500000 Penalty: 5307.190430
	Iteration 54Q: 3 clusters Score -8117354 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -8117337.500000 Penalty: 5307.190430
	Iteration 55Q: 3 clusters Score -8117338 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -8117332.000000 Penalty: 5307.190430
	Iteration 56Q: 3 clusters Score -8117332 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41509 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -8117342.500000 Penalty: 5307.190430
	Iteration 57Q: 3 clusters Score -8117342 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41564 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -8117340.500000 Penalty: 5307.190430
	Iteration 58Q: 3 clusters Score -8117340 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41621 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -8117339.000000 Penalty: 5307.190430
	Iteration 59Q: 3 clusters Score -8117339 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -8117333.000000 Penalty: 5307.190430
	Iteration 60F: 3 clusters Score -8117333 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41740 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -8117321.500000 Penalty: 5307.190430
	Iteration 61Q: 3 clusters Score -8117322 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -8117338.000000 Penalty: 5307.190430
	Iteration 62Q: 3 clusters Score -8117338 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -8117329.500000 Penalty: 5307.190430
	Iteration 63Q: 3 clusters Score -8117330 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41863 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -8117317.000000 Penalty: 5307.190430
	Iteration 64Q: 3 clusters Score -8117317 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41893 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -8117337.500000 Penalty: 5307.190430
	Iteration 65Q: 3 clusters Score -8117338 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -8117335.000000 Penalty: 5307.190430
	Iteration 66Q: 3 clusters Score -8117335 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -8117329.000000 Penalty: 5307.190430
	Iteration 67Q: 3 clusters Score -8117329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41967 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -8117329.500000 Penalty: 5307.190430
	Iteration 68Q: 3 clusters Score -8117330 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -8117343.500000 Penalty: 5307.190430
	Iteration 69Q: 3 clusters Score -8117344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -8117335.000000 Penalty: 5307.190430
	Iteration 70Q: 3 clusters Score -8117335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -8117328.000000 Penalty: 5307.190430
	Iteration 71Q: 3 clusters Score -8117328 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -8117327.000000 Penalty: 5307.190430
	Iteration 72Q: 3 clusters Score -8117327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -8117328.000000 Penalty: 5307.190430
	Iteration 73Q: 3 clusters Score -8117328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42058 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -8117329.500000 Penalty: 5307.190430
	Iteration 74Q: 3 clusters Score -8117330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -8117336.500000 Penalty: 5307.190430
	Iteration 75Q: 3 clusters Score -8117336 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42096 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -8117329.500000 Penalty: 5307.190430
	Iteration 76Q: 3 clusters Score -8117330 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -8117318.500000 Penalty: 5307.190430
	Iteration 77Q: 3 clusters Score -8117318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -8117323.500000 Penalty: 5307.190430
	Iteration 78Q: 3 clusters Score -8117324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -8117319.000000 Penalty: 5307.190430
	Iteration 79Q: 3 clusters Score -8117319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -8117320.000000 Penalty: 5307.190430
	Iteration 80F: 3 clusters Score -8117320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -8117319.000000 Penalty: 5307.190430
	Iteration 81Q: 3 clusters Score -8117319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -8117307.000000 Penalty: 5307.190430
	Iteration 82Q: 3 clusters Score -8117307 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -8117301.500000 Penalty: 5307.190430
	Iteration 83Q: 3 clusters Score -8117302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42219 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -8117298.500000 Penalty: 5307.190430
	Iteration 84Q: 3 clusters Score -8117298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -8117304.500000 Penalty: 5307.190430
	Iteration 85Q: 3 clusters Score -8117304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -8117306.000000 Penalty: 5307.190430
	Iteration 86Q: 3 clusters Score -8117306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -8117301.500000 Penalty: 5307.190430
	Iteration 87Q: 3 clusters Score -8117302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -8117303.500000 Penalty: 5307.190430
	Iteration 88Q: 3 clusters Score -8117304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42259 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -8117298.500000 Penalty: 5307.190430
	Iteration 89Q: 3 clusters Score -8117298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -8117303.500000 Penalty: 5307.190430
	Iteration 90Q: 3 clusters Score -8117304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -8117301.500000 Penalty: 5307.190430
	Iteration 91Q: 3 clusters Score -8117302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42263 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -8117300.500000 Penalty: 5307.190430
	Iteration 92Q: 3 clusters Score -8117300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -8117302.500000 Penalty: 5307.190430
	Iteration 93Q: 3 clusters Score -8117302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -8117304.500000 Penalty: 5307.190430
	Iteration 94Q: 3 clusters Score -8117304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42271 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -8117300.500000 Penalty: 5307.190430
	Iteration 95Q: 3 clusters Score -8117300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -8117302.500000 Penalty: 5307.190430
	Iteration 96Q: 3 clusters Score -8117302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -8117298.000000 Penalty: 5307.190430
	Iteration 97Q: 3 clusters Score -8117298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -8117304.500000 Penalty: 5307.190430
	Iteration 98Q: 3 clusters Score -8117304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42279 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -8117309.500000 Penalty: 5307.190430
	Iteration 99Q: 3 clusters Score -8117310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -8117304.000000 Penalty: 5307.190430
	Iteration 100F: 3 clusters Score -8117304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -8117302.000000 Penalty: 5307.190430
	Iteration 101Q: 3 clusters Score -8117302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -8117299.000000 Penalty: 5307.190430
	Iteration 102Q: 3 clusters Score -8117299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42290 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -8117296.000000 Penalty: 5307.190430
	Iteration 103Q: 3 clusters Score -8117296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -8117299.000000 Penalty: 5307.190430
	Iteration 104Q: 3 clusters Score -8117299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42293 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -8117301.500000 Penalty: 5307.190430
	Iteration 105Q: 3 clusters Score -8117302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -8117310.500000 Penalty: 5307.190430
	Iteration 106Q: 3 clusters Score -8117310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42294 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -8117311.500000 Penalty: 5307.190430
	Iteration 107Q: 3 clusters Score -8117312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42294 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -8117311.500000 Penalty: 5307.190430
	Iteration 108F: 3 clusters Score -8117312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -80537.273438 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -80537.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -79038.359375 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -79038.36 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -79516.523438 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -79516.52 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -79651.703125 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -79651.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -79714.921875 Penalty: 3197.076904
	Iteration 3Q: 3 clusters Score -79714.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -79747.406250 Penalty: 3197.076904
	Iteration 4Q: 3 clusters Score -79747.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -79763.484375 Penalty: 3197.076904
	Iteration 5Q: 3 clusters Score -79763.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -79778.859375 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -79778.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -79792.210938 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -79792.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -79795.007812 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -79795.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -79795.296875 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -79795.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -79795.296875 Penalty: 3197.076904
	Iteration 10F: 3 clusters Score -79795.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48566 members 
Entering Unmasked Estep 
Score: -8801051.000000 Penalty: 2676.088379
	Iteration 0F: 2 clusters Score -8801051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -8770086.000000 Penalty: 5352.176758
	Iteration 0F: 3 clusters Score -8770086 nChanged 22477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 24766 members 
Entering Unmasked Estep 
Score: -8782525.000000 Penalty: 5352.176758
	Iteration 1F: 3 clusters Score -8782525 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -8783084.000000 Penalty: 5352.176758
	Iteration 2Q: 3 clusters Score -8783084 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -8783841.000000 Penalty: 5352.176758
	Iteration 3Q: 3 clusters Score -8783841 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -8784761.000000 Penalty: 5352.176758
	Iteration 4Q: 3 clusters Score -8784761 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -8786002.000000 Penalty: 5352.176758
	Iteration 5Q: 3 clusters Score -8786002 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -8787336.000000 Penalty: 5352.176758
	Iteration 6Q: 3 clusters Score -8787336 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -8788717.000000 Penalty: 5352.176758
	Iteration 7F: 3 clusters Score -8788717 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -8790169.000000 Penalty: 5352.176758
	Iteration 8F: 3 clusters Score -8790169 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -8791470.000000 Penalty: 5352.176758
	Iteration 9F: 3 clusters Score -8791470 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -8792583.000000 Penalty: 5352.176758
	Iteration 10Q: 3 clusters Score -8792583 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
Score: -8793492.000000 Penalty: 5352.176758
	Iteration 11Q: 3 clusters Score -8793492 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 28712 members 
Entering Unmasked Estep 
Score: -8793998.000000 Penalty: 5352.176758
	Iteration 12Q: 3 clusters Score -8793998 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -8794334.000000 Penalty: 5352.176758
	Iteration 13Q: 3 clusters Score -8794334 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -8794522.000000 Penalty: 5352.176758
	Iteration 14Q: 3 clusters Score -8794522 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -8794654.000000 Penalty: 5352.176758
	Iteration 15Q: 3 clusters Score -8794654 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -8794743.000000 Penalty: 5352.176758
	Iteration 16Q: 3 clusters Score -8794743 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -8794807.000000 Penalty: 5352.176758
	Iteration 17Q: 3 clusters Score -8794807 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -8794888.000000 Penalty: 5352.176758
	Iteration 18Q: 3 clusters Score -8794888 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -8794979.000000 Penalty: 5352.176758
	Iteration 19Q: 3 clusters Score -8794979 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -8795120.000000 Penalty: 5352.176758
	Iteration 20F: 3 clusters Score -8795120 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -8795209.000000 Penalty: 5352.176758
	Iteration 21Q: 3 clusters Score -8795209 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -8795254.000000 Penalty: 5352.176758
	Iteration 22Q: 3 clusters Score -8795254 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 25754 members 
Entering Unmasked Estep 
Score: -8795390.000000 Penalty: 5352.176758
	Iteration 23Q: 3 clusters Score -8795390 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -8795549.000000 Penalty: 5352.176758
	Iteration 24Q: 3 clusters Score -8795549 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -8795647.000000 Penalty: 5352.176758
	Iteration 25Q: 3 clusters Score -8795647 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -8795749.000000 Penalty: 5352.176758
	Iteration 26Q: 3 clusters Score -8795749 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -8795872.000000 Penalty: 5352.176758
	Iteration 27Q: 3 clusters Score -8795872 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -8796019.000000 Penalty: 5352.176758
	Iteration 28Q: 3 clusters Score -8796019 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -8796138.000000 Penalty: 5352.176758
	Iteration 29Q: 3 clusters Score -8796138 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25672 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -8796298.000000 Penalty: 5352.176758
	Iteration 30Q: 3 clusters Score -8796298 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -8796475.000000 Penalty: 5352.176758
	Iteration 31Q: 3 clusters Score -8796475 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -8796632.000000 Penalty: 5352.176758
	Iteration 32Q: 3 clusters Score -8796632 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -8796775.000000 Penalty: 5352.176758
	Iteration 33Q: 3 clusters Score -8796775 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -8796914.000000 Penalty: 5352.176758
	Iteration 34Q: 3 clusters Score -8796914 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -8797040.000000 Penalty: 5352.176758
	Iteration 35Q: 3 clusters Score -8797040 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -8797152.000000 Penalty: 5352.176758
	Iteration 36Q: 3 clusters Score -8797152 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28916 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -8797269.000000 Penalty: 5352.176758
	Iteration 37Q: 3 clusters Score -8797269 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -8797389.000000 Penalty: 5352.176758
	Iteration 38Q: 3 clusters Score -8797389 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -8797526.000000 Penalty: 5352.176758
	Iteration 39Q: 3 clusters Score -8797526 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8798369 nChanged 361
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Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32945 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 33283 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 33620 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8798834 nChanged 285
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Mstep: Class 1 contains 34206 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8798881 nChanged 279
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Entering Unmasked Estep 
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Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8799093 nChanged 238
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8799234 nChanged 260
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8799293 nChanged 261
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Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8799492 nChanged 174
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Mstep: Class 1 contains 36520 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8799669 nChanged 155
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 37256 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8800103 nChanged 39
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8800244 nChanged 54
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8800277 nChanged 41
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8800275 nChanged 32
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8800270 nChanged 36
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	Iteration 94Q: 3 clusters Score -8800282 nChanged 43
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8800292 nChanged 38
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8800316 nChanged 44
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8800333 nChanged 42
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	Iteration 99Q: 3 clusters Score -8800347 nChanged 48
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8800373 nChanged 46
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8800381 nChanged 45
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8800383 nChanged 36
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8800415 nChanged 32
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8800435 nChanged 44
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	Iteration 106Q: 3 clusters Score -8800448 nChanged 34
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	Iteration 107Q: 3 clusters Score -8800460 nChanged 42
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8800471 nChanged 43
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	Iteration 109Q: 3 clusters Score -8800478 nChanged 44
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	Iteration 110Q: 3 clusters Score -8800484 nChanged 31
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	Iteration 111Q: 3 clusters Score -8800488 nChanged 37
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	Iteration 112Q: 3 clusters Score -8800499 nChanged 32
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	Iteration 113Q: 3 clusters Score -8800504 nChanged 27
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	Iteration 114Q: 3 clusters Score -8800513 nChanged 32
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	Iteration 115Q: 3 clusters Score -8800518 nChanged 30
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	Iteration 116Q: 3 clusters Score -8800518 nChanged 26
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	Iteration 117Q: 3 clusters Score -8800543 nChanged 24
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	Iteration 118Q: 3 clusters Score -8800542 nChanged 36
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	Iteration 119Q: 3 clusters Score -8800555 nChanged 44
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	Iteration 120F: 3 clusters Score -8800557 nChanged 41
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	Iteration 121Q: 3 clusters Score -8800577 nChanged 28
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	Iteration 122Q: 3 clusters Score -8800561 nChanged 23
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	Iteration 123Q: 3 clusters Score -8800557 nChanged 22
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	Iteration 124Q: 3 clusters Score -8800582 nChanged 16
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	Iteration 125Q: 3 clusters Score -8800587 nChanged 22
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	Iteration 126Q: 3 clusters Score -8800588 nChanged 25
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	Iteration 127Q: 3 clusters Score -8800603 nChanged 22
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	Iteration 128Q: 3 clusters Score -8800606 nChanged 23
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	Iteration 129Q: 3 clusters Score -8800632 nChanged 29
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	Iteration 130Q: 3 clusters Score -8800622 nChanged 35
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	Iteration 131Q: 3 clusters Score -8800618 nChanged 35
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	Iteration 132Q: 3 clusters Score -8800629 nChanged 30
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	Iteration 133Q: 3 clusters Score -8800628 nChanged 28
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	Iteration 134Q: 3 clusters Score -8800615 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -8800623.000000 Penalty: 5352.176758
	Iteration 135Q: 3 clusters Score -8800623 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -8800641.000000 Penalty: 5352.176758
	Iteration 136Q: 3 clusters Score -8800641 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -8800636.000000 Penalty: 5352.176758
	Iteration 137Q: 3 clusters Score -8800636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -8800643.000000 Penalty: 5352.176758
	Iteration 138Q: 3 clusters Score -8800643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -8800638.000000 Penalty: 5352.176758
	Iteration 139Q: 3 clusters Score -8800638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -8800647.000000 Penalty: 5352.176758
	Iteration 140F: 3 clusters Score -8800647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -8800646.000000 Penalty: 5352.176758
	Iteration 141Q: 3 clusters Score -8800646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -8800644.000000 Penalty: 5352.176758
	Iteration 142Q: 3 clusters Score -8800644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -8800652.000000 Penalty: 5352.176758
	Iteration 143Q: 3 clusters Score -8800652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -8800646.000000 Penalty: 5352.176758
	Iteration 144Q: 3 clusters Score -8800646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -8800675.000000 Penalty: 5352.176758
	Iteration 145Q: 3 clusters Score -8800675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -8800666.000000 Penalty: 5352.176758
	Iteration 146Q: 3 clusters Score -8800666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -8800673.000000 Penalty: 5352.176758
	Iteration 147Q: 3 clusters Score -8800673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40830 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -8800668.000000 Penalty: 5352.176758
	Iteration 148Q: 3 clusters Score -8800668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -8800669.000000 Penalty: 5352.176758
	Iteration 149Q: 3 clusters Score -8800669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -8800667.000000 Penalty: 5352.176758
	Iteration 150Q: 3 clusters Score -8800667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -8800665.000000 Penalty: 5352.176758
	Iteration 151Q: 3 clusters Score -8800665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40869 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -8800659.000000 Penalty: 5352.176758
	Iteration 152Q: 3 clusters Score -8800659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -8800667.000000 Penalty: 5352.176758
	Iteration 153Q: 3 clusters Score -8800667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -8800663.000000 Penalty: 5352.176758
	Iteration 154Q: 3 clusters Score -8800663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40895 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -8800667.000000 Penalty: 5352.176758
	Iteration 155Q: 3 clusters Score -8800667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -8800672.000000 Penalty: 5352.176758
	Iteration 156Q: 3 clusters Score -8800672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -8800669.000000 Penalty: 5352.176758
	Iteration 157Q: 3 clusters Score -8800669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40916 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -8800674.000000 Penalty: 5352.176758
	Iteration 158Q: 3 clusters Score -8800674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -8800675.000000 Penalty: 5352.176758
	Iteration 159Q: 3 clusters Score -8800675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -8800684.000000 Penalty: 5352.176758
	Iteration 160F: 3 clusters Score -8800684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -8800674.000000 Penalty: 5352.176758
	Iteration 161Q: 3 clusters Score -8800674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -8800676.000000 Penalty: 5352.176758
	Iteration 162Q: 3 clusters Score -8800676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40944 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -8800678.000000 Penalty: 5352.176758
	Iteration 163Q: 3 clusters Score -8800678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -8800677.000000 Penalty: 5352.176758
	Iteration 164Q: 3 clusters Score -8800677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -8800676.000000 Penalty: 5352.176758
	Iteration 165Q: 3 clusters Score -8800676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40950 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -8800677.000000 Penalty: 5352.176758
	Iteration 166Q: 3 clusters Score -8800677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -8800677.000000 Penalty: 5352.176758
	Iteration 167Q: 3 clusters Score -8800677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -8800680.000000 Penalty: 5352.176758
	Iteration 168Q: 3 clusters Score -8800680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -8800680.000000 Penalty: 5352.176758
	Iteration 169F: 3 clusters Score -8800680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Entering Unmasked Estep 
Score: -55531.972656 Penalty: 1488.963989
	Iteration 0F: 2 clusters Score -55531.97 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 186 members 
Entering Unmasked Estep 
Score: -54174.851562 Penalty: 2977.927979
	Iteration 0F: 3 clusters Score -54174.85 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -54374.414062 Penalty: 2977.927979
	Iteration 1F: 3 clusters Score -54374.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -54477.570312 Penalty: 2977.927979
	Iteration 2F: 3 clusters Score -54477.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -54498.175781 Penalty: 2977.927979
	Iteration 3Q: 3 clusters Score -54498.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -54507.691406 Penalty: 2977.927979
	Iteration 4Q: 3 clusters Score -54507.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -54511.953125 Penalty: 2977.927979
	Iteration 5Q: 3 clusters Score -54511.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -54514.199219 Penalty: 2977.927979
	Iteration 6Q: 3 clusters Score -54514.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -54514.199219 Penalty: 2977.927979
	Iteration 7F: 3 clusters Score -54514.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Entering Unmasked Estep 
Score: -4640062.500000 Penalty: 2522.339844
	Iteration 0F: 2 clusters Score -4640062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -4622083.000000 Penalty: 5044.679688
	Iteration 0F: 3 clusters Score -4622083 nChanged 11677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -4628303.500000 Penalty: 5044.679688
	Iteration 1F: 3 clusters Score -4628304 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -4628694.000000 Penalty: 5044.679688
	Iteration 2Q: 3 clusters Score -4628694 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -4628994.500000 Penalty: 5044.679688
	Iteration 3Q: 3 clusters Score -4628994 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -4629268.000000 Penalty: 5044.679688
	Iteration 4Q: 3 clusters Score -4629268 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -4629528.500000 Penalty: 5044.679688
	Iteration 5Q: 3 clusters Score -4629528 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -4629734.500000 Penalty: 5044.679688
	Iteration 6Q: 3 clusters Score -4629734 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -4629904.000000 Penalty: 5044.679688
	Iteration 7Q: 3 clusters Score -4629904 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -4630075.000000 Penalty: 5044.679688
	Iteration 8Q: 3 clusters Score -4630075 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -4630202.500000 Penalty: 5044.679688
	Iteration 9Q: 3 clusters Score -4630202 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -4630297.500000 Penalty: 5044.679688
	Iteration 10Q: 3 clusters Score -4630298 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -4630428.000000 Penalty: 5044.679688
	Iteration 11Q: 3 clusters Score -4630428 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -4630553.000000 Penalty: 5044.679688
	Iteration 12Q: 3 clusters Score -4630553 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -4630661.000000 Penalty: 5044.679688
	Iteration 13Q: 3 clusters Score -4630661 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -4630756.500000 Penalty: 5044.679688
	Iteration 14Q: 3 clusters Score -4630756 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -4630865.000000 Penalty: 5044.679688
	Iteration 15Q: 3 clusters Score -4630865 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -4630967.000000 Penalty: 5044.679688
	Iteration 16Q: 3 clusters Score -4630967 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -4631095.500000 Penalty: 5044.679688
	Iteration 17Q: 3 clusters Score -4631096 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -4631291.000000 Penalty: 5044.679688
	Iteration 18Q: 3 clusters Score -4631291 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -4631556.500000 Penalty: 5044.679688
	Iteration 19Q: 3 clusters Score -4631556 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -4631982.000000 Penalty: 5044.679688
	Iteration 20F: 3 clusters Score -4631982 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -4632510.000000 Penalty: 5044.679688
	Iteration 21Q: 3 clusters Score -4632510 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -4633240.500000 Penalty: 5044.679688
	Iteration 22Q: 3 clusters Score -4633240 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -4634140.500000 Penalty: 5044.679688
	Iteration 23Q: 3 clusters Score -4634140 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -4635193.000000 Penalty: 5044.679688
	Iteration 24Q: 3 clusters Score -4635193 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -4636106.000000 Penalty: 5044.679688
	Iteration 25Q: 3 clusters Score -4636106 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23917 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -4636896.000000 Penalty: 5044.679688
	Iteration 26Q: 3 clusters Score -4636896 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -4637376.000000 Penalty: 5044.679688
	Iteration 27Q: 3 clusters Score -4637376 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -4637704.000000 Penalty: 5044.679688
	Iteration 28Q: 3 clusters Score -4637704 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4637879.000000 Penalty: 5044.679688
	Iteration 29Q: 3 clusters Score -4637879 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4637937.000000 Penalty: 5044.679688
	Iteration 30Q: 3 clusters Score -4637937 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -4638004.500000 Penalty: 5044.679688
	Iteration 31Q: 3 clusters Score -4638004 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4638030.500000 Penalty: 5044.679688
	Iteration 32Q: 3 clusters Score -4638030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4638038.000000 Penalty: 5044.679688
	Iteration 33Q: 3 clusters Score -4638038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25185 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4638051.500000 Penalty: 5044.679688
	Iteration 34Q: 3 clusters Score -4638052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -4638067.500000 Penalty: 5044.679688
	Iteration 35Q: 3 clusters Score -4638068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4638070.500000 Penalty: 5044.679688
	Iteration 36Q: 3 clusters Score -4638070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4638068.000000 Penalty: 5044.679688
	Iteration 37Q: 3 clusters Score -4638068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4638073.000000 Penalty: 5044.679688
	Iteration 38Q: 3 clusters Score -4638073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4638076.500000 Penalty: 5044.679688
	Iteration 39Q: 3 clusters Score -4638076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4638079.000000 Penalty: 5044.679688
	Iteration 40F: 3 clusters Score -4638079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -4638078.000000 Penalty: 5044.679688
	Iteration 41Q: 3 clusters Score -4638078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4638088.500000 Penalty: 5044.679688
	Iteration 42Q: 3 clusters Score -4638088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -4638095.500000 Penalty: 5044.679688
	Iteration 43Q: 3 clusters Score -4638096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4638103.000000 Penalty: 5044.679688
	Iteration 44Q: 3 clusters Score -4638103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25286 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -4638103.500000 Penalty: 5044.679688
	Iteration 45Q: 3 clusters Score -4638104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4638109.000000 Penalty: 5044.679688
	Iteration 46Q: 3 clusters Score -4638109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -4638104.000000 Penalty: 5044.679688
	Iteration 47Q: 3 clusters Score -4638104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4638106.000000 Penalty: 5044.679688
	Iteration 48Q: 3 clusters Score -4638106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4638104.500000 Penalty: 5044.679688
	Iteration 49Q: 3 clusters Score -4638104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -4638105.500000 Penalty: 5044.679688
	Iteration 50Q: 3 clusters Score -4638106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -4638103.500000 Penalty: 5044.679688
	Iteration 51Q: 3 clusters Score -4638104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4638107.000000 Penalty: 5044.679688
	Iteration 52Q: 3 clusters Score -4638107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -4638112.500000 Penalty: 5044.679688
	Iteration 53Q: 3 clusters Score -4638112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4638118.000000 Penalty: 5044.679688
	Iteration 54Q: 3 clusters Score -4638118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -4638121.500000 Penalty: 5044.679688
	Iteration 55Q: 3 clusters Score -4638122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4638116.000000 Penalty: 5044.679688
	Iteration 56Q: 3 clusters Score -4638116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4638118.500000 Penalty: 5044.679688
	Iteration 57Q: 3 clusters Score -4638118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -4638120.500000 Penalty: 5044.679688
	Iteration 58Q: 3 clusters Score -4638120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4638122.500000 Penalty: 5044.679688
	Iteration 59Q: 3 clusters Score -4638122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25319 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4638122.500000 Penalty: 5044.679688
	Iteration 60F: 3 clusters Score -4638122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (41126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Entering Unmasked Estep 
Score: -7466955.500000 Penalty: 2634.850098
	Iteration 0F: 2 clusters Score -7466956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -7439078.500000 Penalty: 5269.700195
	Iteration 0F: 3 clusters Score -7439078 nChanged 18850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -7449396.000000 Penalty: 5269.700195
	Iteration 1F: 3 clusters Score -7449396 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -7449831.500000 Penalty: 5269.700195
	Iteration 2Q: 3 clusters Score -7449832 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 21864 members 
Entering Unmasked Estep 
Score: -7450217.500000 Penalty: 5269.700195
	Iteration 3Q: 3 clusters Score -7450218 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -7450580.500000 Penalty: 5269.700195
	Iteration 4Q: 3 clusters Score -7450580 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -7451048.000000 Penalty: 5269.700195
	Iteration 5Q: 3 clusters Score -7451048 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -7451638.500000 Penalty: 5269.700195
	Iteration 6Q: 3 clusters Score -7451638 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -7452636.500000 Penalty: 5269.700195
	Iteration 7Q: 3 clusters Score -7452636 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -7454077.500000 Penalty: 5269.700195
	Iteration 8F: 3 clusters Score -7454078 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
Score: -7456231.500000 Penalty: 5269.700195
	Iteration 9F: 3 clusters Score -7456232 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -7458891.000000 Penalty: 5269.700195
	Iteration 10F: 3 clusters Score -7458891 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -7461351.500000 Penalty: 5269.700195
	Iteration 11F: 3 clusters Score -7461352 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -7462934.000000 Penalty: 5269.700195
	Iteration 12Q: 3 clusters Score -7462934 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -7463770.000000 Penalty: 5269.700195
	Iteration 13Q: 3 clusters Score -7463770 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -7464200.000000 Penalty: 5269.700195
	Iteration 14Q: 3 clusters Score -7464200 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 40572 members 
Entering Unmasked Estep 
Score: -7464399.500000 Penalty: 5269.700195
	Iteration 15Q: 3 clusters Score -7464400 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 40671 members 
Entering Unmasked Estep 
Score: -7464506.500000 Penalty: 5269.700195
	Iteration 16Q: 3 clusters Score -7464506 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -7464564.000000 Penalty: 5269.700195
	Iteration 17Q: 3 clusters Score -7464564 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -7464604.000000 Penalty: 5269.700195
	Iteration 18Q: 3 clusters Score -7464604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -7464612.500000 Penalty: 5269.700195
	Iteration 19Q: 3 clusters Score -7464612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 40763 members 
Entering Unmasked Estep 
Score: -7464617.500000 Penalty: 5269.700195
	Iteration 20F: 3 clusters Score -7464618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -7464620.000000 Penalty: 5269.700195
	Iteration 21Q: 3 clusters Score -7464620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 40773 members 
Entering Unmasked Estep 
Score: -7464632.000000 Penalty: 5269.700195
	Iteration 22Q: 3 clusters Score -7464632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -7464633.500000 Penalty: 5269.700195
	Iteration 23Q: 3 clusters Score -7464634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 40778 members 
Entering Unmasked Estep 
Score: -7464645.000000 Penalty: 5269.700195
	Iteration 24Q: 3 clusters Score -7464645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -7464649.500000 Penalty: 5269.700195
	Iteration 25Q: 3 clusters Score -7464650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -7464645.500000 Penalty: 5269.700195
	Iteration 26Q: 3 clusters Score -7464646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -7464656.500000 Penalty: 5269.700195
	Iteration 27Q: 3 clusters Score -7464656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -7464657.000000 Penalty: 5269.700195
	Iteration 28Q: 3 clusters Score -7464657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 40791 members 
Entering Unmasked Estep 
Score: -7464649.000000 Penalty: 5269.700195
	Iteration 29Q: 3 clusters Score -7464649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 40791 members 
Entering Unmasked Estep 
Score: -7464656.500000 Penalty: 5269.700195
	Iteration 30Q: 3 clusters Score -7464656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -7464668.500000 Penalty: 5269.700195
	Iteration 31Q: 3 clusters Score -7464668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -7464667.000000 Penalty: 5269.700195
	Iteration 32Q: 3 clusters Score -7464667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 40798 members 
Entering Unmasked Estep 
Score: -7464667.500000 Penalty: 5269.700195
	Iteration 33Q: 3 clusters Score -7464668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -7464670.500000 Penalty: 5269.700195
	Iteration 34Q: 3 clusters Score -7464670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -7464671.500000 Penalty: 5269.700195
	Iteration 35Q: 3 clusters Score -7464672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -7464680.500000 Penalty: 5269.700195
	Iteration 36Q: 3 clusters Score -7464680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -7464681.500000 Penalty: 5269.700195
	Iteration 37Q: 3 clusters Score -7464682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -7464689.000000 Penalty: 5269.700195
	Iteration 38Q: 3 clusters Score -7464689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -7464687.500000 Penalty: 5269.700195
	Iteration 39Q: 3 clusters Score -7464688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -7464687.500000 Penalty: 5269.700195
	Iteration 40F: 3 clusters Score -7464688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (47746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47746 members 
Entering Unmasked Estep 
Score: -8802859.000000 Penalty: 2671.865234
	Iteration 0F: 2 clusters Score -8802859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -8772639.000000 Penalty: 5343.730469
	Iteration 0F: 3 clusters Score -8772639 nChanged 22153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -8784998.000000 Penalty: 5343.730469
	Iteration 1F: 3 clusters Score -8784998 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -8785529.000000 Penalty: 5343.730469
	Iteration 2Q: 3 clusters Score -8785529 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -8785973.000000 Penalty: 5343.730469
	Iteration 3Q: 3 clusters Score -8785973 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
Score: -8786471.000000 Penalty: 5343.730469
	Iteration 4Q: 3 clusters Score -8786471 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -8787019.000000 Penalty: 5343.730469
	Iteration 5Q: 3 clusters Score -8787019 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -8787685.000000 Penalty: 5343.730469
	Iteration 6Q: 3 clusters Score -8787685 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -8788710.000000 Penalty: 5343.730469
	Iteration 7Q: 3 clusters Score -8788710 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -8790347.000000 Penalty: 5343.730469
	Iteration 8F: 3 clusters Score -8790347 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -8792680.000000 Penalty: 5343.730469
	Iteration 9F: 3 clusters Score -8792680 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -8795459.000000 Penalty: 5343.730469
	Iteration 10F: 3 clusters Score -8795459 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 42275 members 
Entering Unmasked Estep 
Score: -8797904.000000 Penalty: 5343.730469
	Iteration 11F: 3 clusters Score -8797904 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 44547 members 
Entering Unmasked Estep 
Score: -8799338.000000 Penalty: 5343.730469
	Iteration 12Q: 3 clusters Score -8799338 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 45974 members 
Entering Unmasked Estep 
Score: -8799958.000000 Penalty: 5343.730469
	Iteration 13Q: 3 clusters Score -8799958 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 46714 members 
Entering Unmasked Estep 
Score: -8800294.000000 Penalty: 5343.730469
	Iteration 14Q: 3 clusters Score -8800294 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 47070 members 
Entering Unmasked Estep 
Score: -8800458.000000 Penalty: 5343.730469
	Iteration 15Q: 3 clusters Score -8800458 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 47239 members 
Entering Unmasked Estep 
Score: -8800548.000000 Penalty: 5343.730469
	Iteration 16Q: 3 clusters Score -8800548 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 47311 members 
Entering Unmasked Estep 
Score: -8800598.000000 Penalty: 5343.730469
	Iteration 17Q: 3 clusters Score -8800598 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 47352 members 
Entering Unmasked Estep 
Score: -8800626.000000 Penalty: 5343.730469
	Iteration 18Q: 3 clusters Score -8800626 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 47379 members 
Entering Unmasked Estep 
Score: -8800646.000000 Penalty: 5343.730469
	Iteration 19Q: 3 clusters Score -8800646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 47395 members 
Entering Unmasked Estep 
Score: -8800664.000000 Penalty: 5343.730469
	Iteration 20F: 3 clusters Score -8800664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 47406 members 
Entering Unmasked Estep 
Score: -8800675.000000 Penalty: 5343.730469
	Iteration 21Q: 3 clusters Score -8800675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -8800685.000000 Penalty: 5343.730469
	Iteration 22Q: 3 clusters Score -8800685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 47417 members 
Entering Unmasked Estep 
Score: -8800692.000000 Penalty: 5343.730469
	Iteration 23Q: 3 clusters Score -8800692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 47419 members 
Entering Unmasked Estep 
Score: -8800691.000000 Penalty: 5343.730469
	Iteration 24Q: 3 clusters Score -8800691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 47421 members 
Entering Unmasked Estep 
Score: -8800693.000000 Penalty: 5343.730469
	Iteration 25Q: 3 clusters Score -8800693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 47420 members 
Entering Unmasked Estep 
Score: -8800700.000000 Penalty: 5343.730469
	Iteration 26Q: 3 clusters Score -8800700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 47419 members 
Entering Unmasked Estep 
Score: -8800701.000000 Penalty: 5343.730469
	Iteration 27Q: 3 clusters Score -8800701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 47420 members 
Entering Unmasked Estep 
Score: -8800705.000000 Penalty: 5343.730469
	Iteration 28Q: 3 clusters Score -8800705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 47420 members 
Entering Unmasked Estep 
Score: -8800705.000000 Penalty: 5343.730469
	Iteration 29F: 3 clusters Score -8800705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (49213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49213 members 
Entering Unmasked Estep 
Score: -9057502.000000 Penalty: 2679.370361
	Iteration 0F: 2 clusters Score -9057502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -9027684.000000 Penalty: 5358.740723
	Iteration 0F: 3 clusters Score -9027684 nChanged 22670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -9040096.000000 Penalty: 5358.740723
	Iteration 1F: 3 clusters Score -9040096 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -9040686.000000 Penalty: 5358.740723
	Iteration 2Q: 3 clusters Score -9040686 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -9041067.000000 Penalty: 5358.740723
	Iteration 3Q: 3 clusters Score -9041067 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -9041403.000000 Penalty: 5358.740723
	Iteration 4Q: 3 clusters Score -9041403 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -9041786.000000 Penalty: 5358.740723
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -9042783 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -9043671 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28460 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -9044947 nChanged 2522
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -9046808 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -9049075 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
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	Iteration 12F: 3 clusters Score -9050960 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -9052029 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -9052641 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9053240 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9053821 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -9054291.000000 Penalty: 5358.740723
	Iteration 17Q: 3 clusters Score -9054291 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9054732 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -9055146.000000 Penalty: 5358.740723
	Iteration 19Q: 3 clusters Score -9055146 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -9055481.000000 Penalty: 5358.740723
	Iteration 20F: 3 clusters Score -9055481 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9055748 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -9055951.000000 Penalty: 5358.740723
	Iteration 22Q: 3 clusters Score -9055951 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9056078 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9056123 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -9056198.000000 Penalty: 5358.740723
	Iteration 25Q: 3 clusters Score -9056198 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -9056200.000000 Penalty: 5358.740723
	Iteration 26Q: 3 clusters Score -9056200 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -9056245.000000 Penalty: 5358.740723
	Iteration 27Q: 3 clusters Score -9056245 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -9056252.000000 Penalty: 5358.740723
	Iteration 28Q: 3 clusters Score -9056252 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29297 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9056258 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -9056234.000000 Penalty: 5358.740723
	Iteration 30Q: 3 clusters Score -9056234 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -9056259.000000 Penalty: 5358.740723
	Iteration 31Q: 3 clusters Score -9056259 nChanged 167
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -9056264.000000 Penalty: 5358.740723
	Iteration 32Q: 3 clusters Score -9056264 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9056282 nChanged 189
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -9056307.000000 Penalty: 5358.740723
	Iteration 34Q: 3 clusters Score -9056307 nChanged 186
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Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9056299 nChanged 256
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9056294 nChanged 271
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Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9056300 nChanged 288
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9056327 nChanged 329
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -9056306.000000 Penalty: 5358.740723
	Iteration 39Q: 3 clusters Score -9056306 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -9056319.000000 Penalty: 5358.740723
	Iteration 40F: 3 clusters Score -9056319 nChanged 316
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9056341 nChanged 347
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -9056353.000000 Penalty: 5358.740723
	Iteration 42Q: 3 clusters Score -9056353 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9056340 nChanged 321
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9056315 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9056298 nChanged 354
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9056298 nChanged 381
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Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -9056308.000000 Penalty: 5358.740723
	Iteration 47Q: 3 clusters Score -9056308 nChanged 390
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Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9056345 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9056308 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -9056348.000000 Penalty: 5358.740723
	Iteration 50Q: 3 clusters Score -9056348 nChanged 258
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9056357 nChanged 270
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 26271 members 
Entering Unmasked Estep 
Score: -9056372.000000 Penalty: 5358.740723
	Iteration 52Q: 3 clusters Score -9056372 nChanged 224
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Mstep: Class 1 contains 22718 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9056362 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9056336 nChanged 261
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9056346 nChanged 277
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -9056391.000000 Penalty: 5358.740723
	Iteration 56Q: 3 clusters Score -9056391 nChanged 309
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9056401 nChanged 356
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21311 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9056387 nChanged 439
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 28341 members 
Entering Unmasked Estep 
Score: -9056396.000000 Penalty: 5358.740723
	Iteration 59Q: 3 clusters Score -9056396 nChanged 443
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9056415 nChanged 397
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9056449 nChanged 386
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 29567 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9056480 nChanged 434
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9056496 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9056514 nChanged 492
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 30931 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9056515 nChanged 422
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9056530 nChanged 434
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9056603 nChanged 394
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9056597 nChanged 359
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9056640 nChanged 375
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16300 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9056695 nChanged 333
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9056685 nChanged 316
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 33562 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9056702 nChanged 351
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Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9056723 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9056745 nChanged 269
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9056756 nChanged 283
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Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9056771 nChanged 226
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Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9056776 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9056817 nChanged 239
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9056817 nChanged 159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9056802 nChanged 199
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Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9056816 nChanged 216
Entering Unmasked Mstep 
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Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9056836 nChanged 207
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Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9056862 nChanged 176
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Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9056836 nChanged 169
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Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9056872 nChanged 202
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Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9056908 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9056884 nChanged 131
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Entering Unmasked Estep 
Score: -9056925.000000 Penalty: 5358.740723
	Iteration 88Q: 3 clusters Score -9056925 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -9056933.000000 Penalty: 5358.740723
	Iteration 89Q: 3 clusters Score -9056933 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9056932 nChanged 106
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Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9056909 nChanged 102
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Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 37446 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9056899 nChanged 89
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Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9056887 nChanged 69
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9056892 nChanged 63
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9056884 nChanged 67
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9056888 nChanged 56
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9056875 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -9056857.000000 Penalty: 5358.740723
	Iteration 98Q: 3 clusters Score -9056857 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 37910 members 
Entering Unmasked Estep 
Score: -9056864.000000 Penalty: 5358.740723
	Iteration 99Q: 3 clusters Score -9056864 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
Score: -9056848.000000 Penalty: 5358.740723
	Iteration 100F: 3 clusters Score -9056848 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -9056850.000000 Penalty: 5358.740723
	Iteration 101Q: 3 clusters Score -9056850 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -9056853.000000 Penalty: 5358.740723
	Iteration 102Q: 3 clusters Score -9056853 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 38129 members 
Entering Unmasked Estep 
Score: -9056852.000000 Penalty: 5358.740723
	Iteration 103Q: 3 clusters Score -9056852 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 38163 members 
Entering Unmasked Estep 
Score: -9056846.000000 Penalty: 5358.740723
	Iteration 104Q: 3 clusters Score -9056846 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -9056833.000000 Penalty: 5358.740723
	Iteration 105Q: 3 clusters Score -9056833 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 38224 members 
Entering Unmasked Estep 
Score: -9056834.000000 Penalty: 5358.740723
	Iteration 106Q: 3 clusters Score -9056834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -9056833.000000 Penalty: 5358.740723
	Iteration 107Q: 3 clusters Score -9056833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -9056835.000000 Penalty: 5358.740723
	Iteration 108Q: 3 clusters Score -9056835 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -9056834.000000 Penalty: 5358.740723
	Iteration 109Q: 3 clusters Score -9056834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
Score: -9056843.000000 Penalty: 5358.740723
	Iteration 110Q: 3 clusters Score -9056843 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -9056834.000000 Penalty: 5358.740723
	Iteration 111Q: 3 clusters Score -9056834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -9056842.000000 Penalty: 5358.740723
	Iteration 112Q: 3 clusters Score -9056842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 38309 members 
Entering Unmasked Estep 
Score: -9056837.000000 Penalty: 5358.740723
	Iteration 113Q: 3 clusters Score -9056837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 38319 members 
Entering Unmasked Estep 
Score: -9056849.000000 Penalty: 5358.740723
	Iteration 114Q: 3 clusters Score -9056849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 38327 members 
Entering Unmasked Estep 
Score: -9056862.000000 Penalty: 5358.740723
	Iteration 115Q: 3 clusters Score -9056862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 38332 members 
Entering Unmasked Estep 
Score: -9056863.000000 Penalty: 5358.740723
	Iteration 116Q: 3 clusters Score -9056863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -9056861.000000 Penalty: 5358.740723
	Iteration 117Q: 3 clusters Score -9056861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -9056860.000000 Penalty: 5358.740723
	Iteration 118Q: 3 clusters Score -9056860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -9056853.000000 Penalty: 5358.740723
	Iteration 119Q: 3 clusters Score -9056853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 38353 members 
Entering Unmasked Estep 
Score: -9056858.000000 Penalty: 5358.740723
	Iteration 120F: 3 clusters Score -9056858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -9056854.000000 Penalty: 5358.740723
	Iteration 121Q: 3 clusters Score -9056854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -9056858.000000 Penalty: 5358.740723
	Iteration 122Q: 3 clusters Score -9056858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -9056859.000000 Penalty: 5358.740723
	Iteration 123Q: 3 clusters Score -9056859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
Score: -9056859.000000 Penalty: 5358.740723
	Iteration 124Q: 3 clusters Score -9056859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 38369 members 
Entering Unmasked Estep 
Score: -9056869.000000 Penalty: 5358.740723
	Iteration 125Q: 3 clusters Score -9056869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 38374 members 
Entering Unmasked Estep 
Score: -9056867.000000 Penalty: 5358.740723
	Iteration 126Q: 3 clusters Score -9056867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -9056869.000000 Penalty: 5358.740723
	Iteration 127Q: 3 clusters Score -9056869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -9056865.000000 Penalty: 5358.740723
	Iteration 128Q: 3 clusters Score -9056865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -9056862.000000 Penalty: 5358.740723
	Iteration 129Q: 3 clusters Score -9056862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -9056861.000000 Penalty: 5358.740723
	Iteration 130Q: 3 clusters Score -9056861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
Score: -9056857.000000 Penalty: 5358.740723
	Iteration 131Q: 3 clusters Score -9056857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -9056863.000000 Penalty: 5358.740723
	Iteration 132Q: 3 clusters Score -9056863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -9056857.000000 Penalty: 5358.740723
	Iteration 133Q: 3 clusters Score -9056857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -9056857.000000 Penalty: 5358.740723
	Iteration 134F: 3 clusters Score -9056857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (48886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48886 members 
Entering Unmasked Estep 
Score: -8958128.000000 Penalty: 2677.717041
	Iteration 0F: 2 clusters Score -8958128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -8927479.000000 Penalty: 5355.434082
	Iteration 0F: 3 clusters Score -8927479 nChanged 22533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -8939737.000000 Penalty: 5355.434082
	Iteration 1F: 3 clusters Score -8939737 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -8940329.000000 Penalty: 5355.434082
	Iteration 2Q: 3 clusters Score -8940329 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -8940879.000000 Penalty: 5355.434082
	Iteration 3Q: 3 clusters Score -8940879 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -8941409.000000 Penalty: 5355.434082
	Iteration 4Q: 3 clusters Score -8941409 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -8941968.000000 Penalty: 5355.434082
	Iteration 5Q: 3 clusters Score -8941968 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -8942528.000000 Penalty: 5355.434082
	Iteration 6Q: 3 clusters Score -8942528 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -8943245.000000 Penalty: 5355.434082
	Iteration 7Q: 3 clusters Score -8943245 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -8944032.000000 Penalty: 5355.434082
	Iteration 8Q: 3 clusters Score -8944032 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 23375 members 
Entering Unmasked Estep 
Score: -8945046.000000 Penalty: 5355.434082
	Iteration 9Q: 3 clusters Score -8945046 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 23073 members 
Entering Unmasked Estep 
Score: -8946292.000000 Penalty: 5355.434082
	Iteration 10Q: 3 clusters Score -8946292 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -8947567.000000 Penalty: 5355.434082
	Iteration 11Q: 3 clusters Score -8947567 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -8948735.000000 Penalty: 5355.434082
	Iteration 12Q: 3 clusters Score -8948735 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -8949445.000000 Penalty: 5355.434082
	Iteration 13Q: 3 clusters Score -8949445 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -8949732.000000 Penalty: 5355.434082
	Iteration 14Q: 3 clusters Score -8949732 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -8949897.000000 Penalty: 5355.434082
	Iteration 15Q: 3 clusters Score -8949897 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -8949965.000000 Penalty: 5355.434082
	Iteration 16Q: 3 clusters Score -8949965 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -8950054.000000 Penalty: 5355.434082
	Iteration 17Q: 3 clusters Score -8950054 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -8950135.000000 Penalty: 5355.434082
	Iteration 18Q: 3 clusters Score -8950135 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -8950196.000000 Penalty: 5355.434082
	Iteration 19Q: 3 clusters Score -8950196 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -8950279.000000 Penalty: 5355.434082
	Iteration 20F: 3 clusters Score -8950279 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -8950392.000000 Penalty: 5355.434082
	Iteration 21Q: 3 clusters Score -8950392 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -8950449.000000 Penalty: 5355.434082
	Iteration 22Q: 3 clusters Score -8950449 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -8950552.000000 Penalty: 5355.434082
	Iteration 23Q: 3 clusters Score -8950552 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31817 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -8950668.000000 Penalty: 5355.434082
	Iteration 24Q: 3 clusters Score -8950668 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -8950821.000000 Penalty: 5355.434082
	Iteration 25Q: 3 clusters Score -8950821 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -8950940.000000 Penalty: 5355.434082
	Iteration 26Q: 3 clusters Score -8950940 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -8951097.000000 Penalty: 5355.434082
	Iteration 27Q: 3 clusters Score -8951097 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -8951281.000000 Penalty: 5355.434082
	Iteration 28Q: 3 clusters Score -8951281 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -8951448.000000 Penalty: 5355.434082
	Iteration 29Q: 3 clusters Score -8951448 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -8951712.000000 Penalty: 5355.434082
	Iteration 30Q: 3 clusters Score -8951712 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -8951940.000000 Penalty: 5355.434082
	Iteration 31Q: 3 clusters Score -8951940 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -8952201.000000 Penalty: 5355.434082
	Iteration 32Q: 3 clusters Score -8952201 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -8952495.000000 Penalty: 5355.434082
	Iteration 33Q: 3 clusters Score -8952495 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39171 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -8952766.000000 Penalty: 5355.434082
	Iteration 34Q: 3 clusters Score -8952766 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -8952999.000000 Penalty: 5355.434082
	Iteration 35Q: 3 clusters Score -8952999 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -8953373.000000 Penalty: 5355.434082
	Iteration 36Q: 3 clusters Score -8953373 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -8953741.000000 Penalty: 5355.434082
	Iteration 37Q: 3 clusters Score -8953741 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42471 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -8954055.000000 Penalty: 5355.434082
	Iteration 38Q: 3 clusters Score -8954055 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -8954343.000000 Penalty: 5355.434082
	Iteration 39Q: 3 clusters Score -8954343 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44038 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -8954604.000000 Penalty: 5355.434082
	Iteration 40F: 3 clusters Score -8954604 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44758 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -8954877.000000 Penalty: 5355.434082
	Iteration 41Q: 3 clusters Score -8954877 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45416 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -8955087.000000 Penalty: 5355.434082
	Iteration 42Q: 3 clusters Score -8955087 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46001 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -8955211.000000 Penalty: 5355.434082
	Iteration 43Q: 3 clusters Score -8955211 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -8955348.000000 Penalty: 5355.434082
	Iteration 44Q: 3 clusters Score -8955348 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46900 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -8955452.000000 Penalty: 5355.434082
	Iteration 45Q: 3 clusters Score -8955452 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47230 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -8955532.000000 Penalty: 5355.434082
	Iteration 46Q: 3 clusters Score -8955532 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47484 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -8955678.000000 Penalty: 5355.434082
	Iteration 47Q: 3 clusters Score -8955678 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47706 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -8955778.000000 Penalty: 5355.434082
	Iteration 48Q: 3 clusters Score -8955778 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47880 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -8955848.000000 Penalty: 5355.434082
	Iteration 49Q: 3 clusters Score -8955848 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47987 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8955883.000000 Penalty: 5355.434082
	Iteration 50Q: 3 clusters Score -8955883 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8955890.000000 Penalty: 5355.434082
	Iteration 51Q: 3 clusters Score -8955890 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48117 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -8955899.000000 Penalty: 5355.434082
	Iteration 52Q: 3 clusters Score -8955899 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48162 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -8955931.000000 Penalty: 5355.434082
	Iteration 53Q: 3 clusters Score -8955931 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48198 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8955952.000000 Penalty: 5355.434082
	Iteration 54Q: 3 clusters Score -8955952 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48227 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -8955957.000000 Penalty: 5355.434082
	Iteration 55Q: 3 clusters Score -8955957 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48249 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -8955957.000000 Penalty: 5355.434082
	Iteration 56Q: 3 clusters Score -8955957 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48272 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -8955973.000000 Penalty: 5355.434082
	Iteration 57Q: 3 clusters Score -8955973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48291 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8955968.000000 Penalty: 5355.434082
	Iteration 58Q: 3 clusters Score -8955968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48307 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -8955971.000000 Penalty: 5355.434082
	Iteration 59Q: 3 clusters Score -8955971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48316 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8955966.000000 Penalty: 5355.434082
	Iteration 60F: 3 clusters Score -8955966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48325 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8955970.000000 Penalty: 5355.434082
	Iteration 61Q: 3 clusters Score -8955970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48335 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8955981.000000 Penalty: 5355.434082
	Iteration 62Q: 3 clusters Score -8955981 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48337 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -8955988.000000 Penalty: 5355.434082
	Iteration 63Q: 3 clusters Score -8955988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48344 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -8955985.000000 Penalty: 5355.434082
	Iteration 64Q: 3 clusters Score -8955985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48344 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -8955981.000000 Penalty: 5355.434082
	Iteration 65Q: 3 clusters Score -8955981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48345 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8955985.000000 Penalty: 5355.434082
	Iteration 66Q: 3 clusters Score -8955985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48345 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8955985.000000 Penalty: 5355.434082
	Iteration 67F: 3 clusters Score -8955985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (46565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46565 members 
Entering Unmasked Estep 
Score: -8532950.000000 Penalty: 2665.654053
	Iteration 0F: 2 clusters Score -8532950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -8503173.000000 Penalty: 5331.308105
	Iteration 0F: 3 clusters Score -8503173 nChanged 21488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -8514930.000000 Penalty: 5331.308105
	Iteration 1F: 3 clusters Score -8514930 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -8515534.000000 Penalty: 5331.308105
	Iteration 2Q: 3 clusters Score -8515534 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -8516052.000000 Penalty: 5331.308105
	Iteration 3Q: 3 clusters Score -8516052 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -8516641.000000 Penalty: 5331.308105
	Iteration 4Q: 3 clusters Score -8516641 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -8517540.000000 Penalty: 5331.308105
	Iteration 5Q: 3 clusters Score -8517540 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -8518741.000000 Penalty: 5331.308105
	Iteration 6F: 3 clusters Score -8518741 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -8520593.000000 Penalty: 5331.308105
	Iteration 7F: 3 clusters Score -8520593 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -8523298.000000 Penalty: 5331.308105
	Iteration 8F: 3 clusters Score -8523298 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -8526245.000000 Penalty: 5331.308105
	Iteration 9F: 3 clusters Score -8526245 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -8528471.000000 Penalty: 5331.308105
	Iteration 10F: 3 clusters Score -8528471 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 44960 members 
Entering Unmasked Estep 
Score: -8529702.000000 Penalty: 5331.308105
	Iteration 11Q: 3 clusters Score -8529702 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
Score: -8530268.000000 Penalty: 5331.308105
	Iteration 12Q: 3 clusters Score -8530268 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 46114 members 
Entering Unmasked Estep 
Score: -8530453.000000 Penalty: 5331.308105
	Iteration 13Q: 3 clusters Score -8530453 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -8530576.000000 Penalty: 5331.308105
	Iteration 14Q: 3 clusters Score -8530576 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 46285 members 
Entering Unmasked Estep 
Score: -8530623.000000 Penalty: 5331.308105
	Iteration 15Q: 3 clusters Score -8530623 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 46307 members 
Entering Unmasked Estep 
Score: -8530637.000000 Penalty: 5331.308105
	Iteration 16Q: 3 clusters Score -8530637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 46317 members 
Entering Unmasked Estep 
Score: -8530650.000000 Penalty: 5331.308105
	Iteration 17Q: 3 clusters Score -8530650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 46323 members 
Entering Unmasked Estep 
Score: -8530663.000000 Penalty: 5331.308105
	Iteration 18Q: 3 clusters Score -8530663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 46330 members 
Entering Unmasked Estep 
Score: -8530664.000000 Penalty: 5331.308105
	Iteration 19Q: 3 clusters Score -8530664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 46330 members 
Entering Unmasked Estep 
Score: -8530672.000000 Penalty: 5331.308105
	Iteration 20F: 3 clusters Score -8530672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 46331 members 
Entering Unmasked Estep 
Score: -8530671.000000 Penalty: 5331.308105
	Iteration 21Q: 3 clusters Score -8530671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -8530669.000000 Penalty: 5331.308105
	Iteration 22Q: 3 clusters Score -8530669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 46335 members 
Entering Unmasked Estep 
Score: -8530674.000000 Penalty: 5331.308105
	Iteration 23Q: 3 clusters Score -8530674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -8530681.000000 Penalty: 5331.308105
	Iteration 24Q: 3 clusters Score -8530681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 46338 members 
Entering Unmasked Estep 
Score: -8530679.000000 Penalty: 5331.308105
	Iteration 25Q: 3 clusters Score -8530679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 46339 members 
Entering Unmasked Estep 
Score: -8530679.000000 Penalty: 5331.308105
	Iteration 26Q: 3 clusters Score -8530679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 46340 members 
Entering Unmasked Estep 
Score: -8530688.000000 Penalty: 5331.308105
	Iteration 27Q: 3 clusters Score -8530688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 46341 members 
Entering Unmasked Estep 
Score: -8530681.000000 Penalty: 5331.308105
	Iteration 28Q: 3 clusters Score -8530681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 46340 members 
Entering Unmasked Estep 
Score: -8530685.000000 Penalty: 5331.308105
	Iteration 29Q: 3 clusters Score -8530685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 46340 members 
Entering Unmasked Estep 
Score: -8530685.000000 Penalty: 5331.308105
	Iteration 30F: 3 clusters Score -8530685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Entering Unmasked Estep 
Score: -3584270.500000 Penalty: 2451.963867
	Iteration 0F: 2 clusters Score -3584270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -3570338.500000 Penalty: 4903.927734
	Iteration 0F: 3 clusters Score -3570338 nChanged 8667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -3575084.250000 Penalty: 4903.927734
	Iteration 1F: 3 clusters Score -3575084 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -3575527.500000 Penalty: 4903.927734
	Iteration 2F: 3 clusters Score -3575528 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -3575926.750000 Penalty: 4903.927734
	Iteration 3Q: 3 clusters Score -3575927 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -3576460.250000 Penalty: 4903.927734
	Iteration 4Q: 3 clusters Score -3576460 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -3577094.750000 Penalty: 4903.927734
	Iteration 5Q: 3 clusters Score -3577095 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -3577817.750000 Penalty: 4903.927734
	Iteration 6F: 3 clusters Score -3577818 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -3578639.750000 Penalty: 4903.927734
	Iteration 7F: 3 clusters Score -3578640 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -3579376.750000 Penalty: 4903.927734
	Iteration 8Q: 3 clusters Score -3579377 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -3580084.250000 Penalty: 4903.927734
	Iteration 9Q: 3 clusters Score -3580084 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -3580656.750000 Penalty: 4903.927734
	Iteration 10Q: 3 clusters Score -3580657 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3581097.500000 Penalty: 4903.927734
	Iteration 11Q: 3 clusters Score -3581098 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3581417.250000 Penalty: 4903.927734
	Iteration 12Q: 3 clusters Score -3581417 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -3581625.250000 Penalty: 4903.927734
	Iteration 13Q: 3 clusters Score -3581625 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3581779.500000 Penalty: 4903.927734
	Iteration 14Q: 3 clusters Score -3581780 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3581878.000000 Penalty: 4903.927734
	Iteration 15Q: 3 clusters Score -3581878 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3581938.250000 Penalty: 4903.927734
	Iteration 16Q: 3 clusters Score -3581938 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3581991.000000 Penalty: 4903.927734
	Iteration 17Q: 3 clusters Score -3581991 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3582037.750000 Penalty: 4903.927734
	Iteration 18Q: 3 clusters Score -3582038 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3582069.000000 Penalty: 4903.927734
	Iteration 19Q: 3 clusters Score -3582069 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3582108.750000 Penalty: 4903.927734
	Iteration 20F: 3 clusters Score -3582109 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3582130.750000 Penalty: 4903.927734
	Iteration 21Q: 3 clusters Score -3582131 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3582144.750000 Penalty: 4903.927734
	Iteration 22Q: 3 clusters Score -3582145 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3582151.500000 Penalty: 4903.927734
	Iteration 23Q: 3 clusters Score -3582152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3582163.500000 Penalty: 4903.927734
	Iteration 24Q: 3 clusters Score -3582164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3582173.000000 Penalty: 4903.927734
	Iteration 25Q: 3 clusters Score -3582173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3582183.000000 Penalty: 4903.927734
	Iteration 26Q: 3 clusters Score -3582183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3582197.000000 Penalty: 4903.927734
	Iteration 27Q: 3 clusters Score -3582197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3582204.000000 Penalty: 4903.927734
	Iteration 28Q: 3 clusters Score -3582204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3582210.000000 Penalty: 4903.927734
	Iteration 29Q: 3 clusters Score -3582210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3582206.750000 Penalty: 4903.927734
	Iteration 30Q: 3 clusters Score -3582207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3582212.500000 Penalty: 4903.927734
	Iteration 31Q: 3 clusters Score -3582212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3582223.000000 Penalty: 4903.927734
	Iteration 32Q: 3 clusters Score -3582223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3582220.000000 Penalty: 4903.927734
	Iteration 33Q: 3 clusters Score -3582220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3582230.250000 Penalty: 4903.927734
	Iteration 34Q: 3 clusters Score -3582230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3582228.000000 Penalty: 4903.927734
	Iteration 35Q: 3 clusters Score -3582228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3582228.000000 Penalty: 4903.927734
	Iteration 36Q: 3 clusters Score -3582228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3582231.250000 Penalty: 4903.927734
	Iteration 37Q: 3 clusters Score -3582231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3582226.750000 Penalty: 4903.927734
	Iteration 38Q: 3 clusters Score -3582227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3582233.250000 Penalty: 4903.927734
	Iteration 39Q: 3 clusters Score -3582233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3582235.250000 Penalty: 4903.927734
	Iteration 40F: 3 clusters Score -3582235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19142 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3582233.750000 Penalty: 4903.927734
	Iteration 41Q: 3 clusters Score -3582234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3582237.250000 Penalty: 4903.927734
	Iteration 42Q: 3 clusters Score -3582237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3582237.250000 Penalty: 4903.927734
	Iteration 43F: 3 clusters Score -3582237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Entering Unmasked Estep 
Score: -1901763.625000 Penalty: 2294.153320
	Iteration 0F: 2 clusters Score -1901764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1893820.000000 Penalty: 4588.306641
	Iteration 0F: 3 clusters Score -1893820 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1896225.000000 Penalty: 4588.306641
	Iteration 1F: 3 clusters Score -1896225 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1896628.000000 Penalty: 4588.306641
	Iteration 2F: 3 clusters Score -1896628 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1896961.250000 Penalty: 4588.306641
	Iteration 3F: 3 clusters Score -1896961 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1897364.125000 Penalty: 4588.306641
	Iteration 4F: 3 clusters Score -1897364 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1897880.125000 Penalty: 4588.306641
	Iteration 5F: 3 clusters Score -1897880 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1898436.875000 Penalty: 4588.306641
	Iteration 6F: 3 clusters Score -1898437 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1898950.125000 Penalty: 4588.306641
	Iteration 7F: 3 clusters Score -1898950 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1899449.750000 Penalty: 4588.306641
	Iteration 8F: 3 clusters Score -1899450 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1899937.875000 Penalty: 4588.306641
	Iteration 9Q: 3 clusters Score -1899938 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1900284.375000 Penalty: 4588.306641
	Iteration 10Q: 3 clusters Score -1900284 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1900498.750000 Penalty: 4588.306641
	Iteration 11Q: 3 clusters Score -1900499 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1900566.125000 Penalty: 4588.306641
	Iteration 12Q: 3 clusters Score -1900566 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1900601.625000 Penalty: 4588.306641
	Iteration 13Q: 3 clusters Score -1900602 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1900617.625000 Penalty: 4588.306641
	Iteration 14Q: 3 clusters Score -1900618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -1900629.875000 Penalty: 4588.306641
	Iteration 15Q: 3 clusters Score -1900630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1900633.875000 Penalty: 4588.306641
	Iteration 16Q: 3 clusters Score -1900634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1900635.125000 Penalty: 4588.306641
	Iteration 17Q: 3 clusters Score -1900635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1900640.125000 Penalty: 4588.306641
	Iteration 18Q: 3 clusters Score -1900640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1900643.750000 Penalty: 4588.306641
	Iteration 19Q: 3 clusters Score -1900644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1900644.625000 Penalty: 4588.306641
	Iteration 20F: 3 clusters Score -1900645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1900648.625000 Penalty: 4588.306641
	Iteration 21Q: 3 clusters Score -1900649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1900649.125000 Penalty: 4588.306641
	Iteration 22Q: 3 clusters Score -1900649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1900660.000000 Penalty: 4588.306641
	Iteration 23Q: 3 clusters Score -1900660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1900667.125000 Penalty: 4588.306641
	Iteration 24Q: 3 clusters Score -1900667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1900673.500000 Penalty: 4588.306641
	Iteration 25Q: 3 clusters Score -1900674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1900678.625000 Penalty: 4588.306641
	Iteration 26Q: 3 clusters Score -1900679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1900681.375000 Penalty: 4588.306641
	Iteration 27Q: 3 clusters Score -1900681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1900681.125000 Penalty: 4588.306641
	Iteration 28Q: 3 clusters Score -1900681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1900681.875000 Penalty: 4588.306641
	Iteration 29Q: 3 clusters Score -1900682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1900684.625000 Penalty: 4588.306641
	Iteration 30Q: 3 clusters Score -1900685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1900682.000000 Penalty: 4588.306641
	Iteration 31Q: 3 clusters Score -1900682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1900684.750000 Penalty: 4588.306641
	Iteration 32F: 3 clusters Score -1900685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1900691.000000 Penalty: 4588.306641
	Iteration 33Q: 3 clusters Score -1900691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1900702.375000 Penalty: 4588.306641
	Iteration 34Q: 3 clusters Score -1900702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1900705.375000 Penalty: 4588.306641
	Iteration 35Q: 3 clusters Score -1900705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1900704.875000 Penalty: 4588.306641
	Iteration 36Q: 3 clusters Score -1900705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -1900706.750000 Penalty: 4588.306641
	Iteration 37Q: 3 clusters Score -1900707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1900711.000000 Penalty: 4588.306641
	Iteration 38Q: 3 clusters Score -1900711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1900708.875000 Penalty: 4588.306641
	Iteration 39Q: 3 clusters Score -1900709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1900710.875000 Penalty: 4588.306641
	Iteration 40F: 3 clusters Score -1900711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1900709.500000 Penalty: 4588.306641
	Iteration 41Q: 3 clusters Score -1900710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1900709.500000 Penalty: 4588.306641
	Iteration 42F: 3 clusters Score -1900710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -67562.851562 Penalty: 1428.988770
	Iteration 0F: 2 clusters Score -67562.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -66339.101562 Penalty: 2857.977539
	Iteration 0F: 3 clusters Score -66339.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -66482.531250 Penalty: 2857.977539
	Iteration 1F: 3 clusters Score -66482.53 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -66562.570312 Penalty: 2857.977539
	Iteration 2F: 3 clusters Score -66562.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -66713.460938 Penalty: 2857.977539
	Iteration 3F: 3 clusters Score -66713.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -66879.007812 Penalty: 2857.977539
	Iteration 4F: 3 clusters Score -66879.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -66967.828125 Penalty: 2857.977539
	Iteration 5Q: 3 clusters Score -66967.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -67010.468750 Penalty: 2857.977539
	Iteration 6Q: 3 clusters Score -67010.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -67031.601562 Penalty: 2857.977539
	Iteration 7Q: 3 clusters Score -67031.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -67031.601562 Penalty: 2857.977539
	Iteration 8F: 3 clusters Score -67031.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -66875.695312 Penalty: 1514.541626
	Iteration 0F: 2 clusters Score -66875.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -65467.546875 Penalty: 3029.083252
	Iteration 0F: 3 clusters Score -65467.55 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -65753.851562 Penalty: 3029.083252
	Iteration 1F: 3 clusters Score -65753.85 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -65889.257812 Penalty: 3029.083252
	Iteration 2F: 3 clusters Score -65889.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -66011.703125 Penalty: 3029.083252
	Iteration 3F: 3 clusters Score -66011.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -66112.437500 Penalty: 3029.083252
	Iteration 4Q: 3 clusters Score -66112.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -66175.453125 Penalty: 3029.083252
	Iteration 5Q: 3 clusters Score -66175.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -66191.718750 Penalty: 3029.083252
	Iteration 6Q: 3 clusters Score -66191.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -66217.421875 Penalty: 3029.083252
	Iteration 7Q: 3 clusters Score -66217.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -66235.273438 Penalty: 3029.083252
	Iteration 8Q: 3 clusters Score -66235.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -66244.835938 Penalty: 3029.083252
	Iteration 9Q: 3 clusters Score -66244.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -66248.054688 Penalty: 3029.083252
	Iteration 10Q: 3 clusters Score -66248.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -66253.132812 Penalty: 3029.083252
	Iteration 11Q: 3 clusters Score -66253.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -66255.257812 Penalty: 3029.083252
	Iteration 12Q: 3 clusters Score -66255.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -66255.484375 Penalty: 3029.083252
	Iteration 13F: 3 clusters Score -66255.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -66267.054688 Penalty: 3029.083252
	Iteration 14Q: 3 clusters Score -66267.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -66267.054688 Penalty: 3029.083252
	Iteration 15F: 3 clusters Score -66267.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 40643 members 
Mstep: Class 2 contains 1622 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44851 members 
Mstep: Class 5 contains 47230 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 48086 members 
Mstep: Class 9 contains 44656 members 
Mstep: Class 10 contains 2387 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1295 members 
Mstep: Class 13 contains 44355 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48566 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26127 members 
Mstep: Class 18 contains 41126 members 
Mstep: Class 19 contains 47746 members 
Mstep: Class 20 contains 49213 members 
Mstep: Class 21 contains 48886 members 
Mstep: Class 22 contains 46565 members 
Mstep: Class 23 contains 19672 members 
Mstep: Class 24 contains 10411 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111220680.000000 Penalty: 85978.023438
Iteration 199Q: 27 clusters Score -1.112207e+08 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 1625 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44806 members 
Mstep: Class 5 contains 47277 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 48066 members 
Mstep: Class 9 contains 44638 members 
Mstep: Class 10 contains 2387 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1296 members 
Mstep: Class 13 contains 44329 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48559 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26125 members 
Mstep: Class 18 contains 41071 members 
Mstep: Class 19 contains 47690 members 
Mstep: Class 20 contains 49224 members 
Mstep: Class 21 contains 48958 members 
Mstep: Class 22 contains 46557 members 
Mstep: Class 23 contains 19783 members 
Mstep: Class 24 contains 10417 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111220784.000000 Penalty: 85978.023438
Iteration 200F: 27 clusters Score -1.112208e+08 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 1625 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44785 members 
Mstep: Class 5 contains 47309 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 48051 members 
Mstep: Class 9 contains 44595 members 
Mstep: Class 10 contains 2387 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1296 members 
Mstep: Class 13 contains 44314 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48550 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26121 members 
Mstep: Class 18 contains 41009 members 
Mstep: Class 19 contains 47627 members 
Mstep: Class 20 contains 49234 members 
Mstep: Class 21 contains 49051 members 
Mstep: Class 22 contains 46542 members 
Mstep: Class 23 contains 19899 members 
Mstep: Class 24 contains 10421 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111221040.000000 Penalty: 85978.023438
Iteration 201Q: 27 clusters Score -1.11221e+08 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 1626 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44771 members 
Mstep: Class 5 contains 47327 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 48058 members 
Mstep: Class 9 contains 44548 members 
Mstep: Class 10 contains 2387 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1294 members 
Mstep: Class 13 contains 44296 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48520 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26118 members 
Mstep: Class 18 contains 40943 members 
Mstep: Class 19 contains 47626 members 
Mstep: Class 20 contains 49237 members 
Mstep: Class 21 contains 49095 members 
Mstep: Class 22 contains 46527 members 
Mstep: Class 23 contains 20027 members 
Mstep: Class 24 contains 10432 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111220984.000000 Penalty: 85978.023438
Iteration 202Q: 27 clusters Score -1.11221e+08 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 1626 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44739 members 
Mstep: Class 5 contains 47306 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 48035 members 
Mstep: Class 9 contains 44550 members 
Mstep: Class 10 contains 2388 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1293 members 
Mstep: Class 13 contains 44285 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48501 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26124 members 
Mstep: Class 18 contains 40868 members 
Mstep: Class 19 contains 47598 members 
Mstep: Class 20 contains 49255 members 
Mstep: Class 21 contains 49168 members 
Mstep: Class 22 contains 46522 members 
Mstep: Class 23 contains 20144 members 
Mstep: Class 24 contains 10446 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111221296.000000 Penalty: 85978.023438
Iteration 203Q: 27 clusters Score -1.112213e+08 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 1625 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44723 members 
Mstep: Class 5 contains 47303 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 48009 members 
Mstep: Class 9 contains 44506 members 
Mstep: Class 10 contains 2388 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1292 members 
Mstep: Class 13 contains 44264 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48463 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26118 members 
Mstep: Class 18 contains 40821 members 
Mstep: Class 19 contains 47592 members 
Mstep: Class 20 contains 49276 members 
Mstep: Class 21 contains 49217 members 
Mstep: Class 22 contains 46530 members 
Mstep: Class 23 contains 20264 members 
Mstep: Class 24 contains 10457 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111221136.000000 Penalty: 85978.023438
Iteration 204Q: 27 clusters Score -1.112211e+08 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 1625 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44715 members 
Mstep: Class 5 contains 47297 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 48029 members 
Mstep: Class 9 contains 44421 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1289 members 
Mstep: Class 13 contains 44239 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48421 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26125 members 
Mstep: Class 18 contains 40787 members 
Mstep: Class 19 contains 47592 members 
Mstep: Class 20 contains 49259 members 
Mstep: Class 21 contains 49263 members 
Mstep: Class 22 contains 46540 members 
Mstep: Class 23 contains 20397 members 
Mstep: Class 24 contains 10468 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111221216.000000 Penalty: 85978.023438
Iteration 205Q: 27 clusters Score -1.112212e+08 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 1624 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44701 members 
Mstep: Class 5 contains 47289 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47996 members 
Mstep: Class 9 contains 44388 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1287 members 
Mstep: Class 13 contains 44218 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48397 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26130 members 
Mstep: Class 18 contains 40713 members 
Mstep: Class 19 contains 47609 members 
Mstep: Class 20 contains 49243 members 
Mstep: Class 21 contains 49300 members 
Mstep: Class 22 contains 46561 members 
Mstep: Class 23 contains 20534 members 
Mstep: Class 24 contains 10479 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111221696.000000 Penalty: 85978.023438
Iteration 206Q: 27 clusters Score -1.112217e+08 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 1625 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44697 members 
Mstep: Class 5 contains 47255 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47982 members 
Mstep: Class 9 contains 44356 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1286 members 
Mstep: Class 13 contains 44198 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48392 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26126 members 
Mstep: Class 18 contains 40636 members 
Mstep: Class 19 contains 47651 members 
Mstep: Class 20 contains 49219 members 
Mstep: Class 21 contains 49298 members 
Mstep: Class 22 contains 46576 members 
Mstep: Class 23 contains 20675 members 
Mstep: Class 24 contains 10495 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111221952.000000 Penalty: 85978.023438
Iteration 207Q: 27 clusters Score -1.11222e+08 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 1625 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44705 members 
Mstep: Class 5 contains 47204 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47980 members 
Mstep: Class 9 contains 44323 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1286 members 
Mstep: Class 13 contains 44207 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48368 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26122 members 
Mstep: Class 18 contains 40580 members 
Mstep: Class 19 contains 47676 members 
Mstep: Class 20 contains 49191 members 
Mstep: Class 21 contains 49298 members 
Mstep: Class 22 contains 46585 members 
Mstep: Class 23 contains 20813 members 
Mstep: Class 24 contains 10512 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111221928.000000 Penalty: 85978.023438
Iteration 208Q: 27 clusters Score -1.112219e+08 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 40542 members 
Mstep: Class 2 contains 1622 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44730 members 
Mstep: Class 5 contains 47149 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47979 members 
Mstep: Class 9 contains 44349 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1285 members 
Mstep: Class 13 contains 44218 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48342 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26123 members 
Mstep: Class 18 contains 40530 members 
Mstep: Class 19 contains 47649 members 
Mstep: Class 20 contains 49170 members 
Mstep: Class 21 contains 49276 members 
Mstep: Class 22 contains 46591 members 
Mstep: Class 23 contains 20963 members 
Mstep: Class 24 contains 10529 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111222000.000000 Penalty: 85978.023438
Iteration 209Q: 27 clusters Score -1.11222e+08 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 1621 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44746 members 
Mstep: Class 5 contains 47125 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47950 members 
Mstep: Class 9 contains 44368 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 44232 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48324 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26132 members 
Mstep: Class 18 contains 40483 members 
Mstep: Class 19 contains 47618 members 
Mstep: Class 20 contains 49175 members 
Mstep: Class 21 contains 49255 members 
Mstep: Class 22 contains 46584 members 
Mstep: Class 23 contains 21091 members 
Mstep: Class 24 contains 10546 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111222128.000000 Penalty: 85978.023438
Iteration 210Q: 27 clusters Score -1.112221e+08 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 1623 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44744 members 
Mstep: Class 5 contains 47108 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47923 members 
Mstep: Class 9 contains 44372 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1283 members 
Mstep: Class 13 contains 44212 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48320 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26133 members 
Mstep: Class 18 contains 40451 members 
Mstep: Class 19 contains 47611 members 
Mstep: Class 20 contains 49192 members 
Mstep: Class 21 contains 49242 members 
Mstep: Class 22 contains 46585 members 
Mstep: Class 23 contains 21210 members 
Mstep: Class 24 contains 10557 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111222176.000000 Penalty: 85978.023438
Iteration 211Q: 27 clusters Score -1.112222e+08 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 40449 members 
Mstep: Class 2 contains 1620 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44744 members 
Mstep: Class 5 contains 47079 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47890 members 
Mstep: Class 9 contains 44404 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1282 members 
Mstep: Class 13 contains 44199 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48332 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26134 members 
Mstep: Class 18 contains 40408 members 
Mstep: Class 19 contains 47609 members 
Mstep: Class 20 contains 49176 members 
Mstep: Class 21 contains 49240 members 
Mstep: Class 22 contains 46590 members 
Mstep: Class 23 contains 21322 members 
Mstep: Class 24 contains 10569 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111222680.000000 Penalty: 85978.023438
Iteration 212Q: 27 clusters Score -1.112227e+08 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 1620 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44750 members 
Mstep: Class 5 contains 47060 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47830 members 
Mstep: Class 9 contains 44428 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1281 members 
Mstep: Class 13 contains 44176 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48333 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26136 members 
Mstep: Class 18 contains 40360 members 
Mstep: Class 19 contains 47636 members 
Mstep: Class 20 contains 49173 members 
Mstep: Class 21 contains 49251 members 
Mstep: Class 22 contains 46588 members 
Mstep: Class 23 contains 21429 members 
Mstep: Class 24 contains 10588 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111222624.000000 Penalty: 85978.023438
Iteration 213Q: 27 clusters Score -1.112226e+08 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 1622 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44740 members 
Mstep: Class 5 contains 47034 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47822 members 
Mstep: Class 9 contains 44459 members 
Mstep: Class 10 contains 2391 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1281 members 
Mstep: Class 13 contains 44183 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48337 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26144 members 
Mstep: Class 18 contains 40291 members 
Mstep: Class 19 contains 47609 members 
Mstep: Class 20 contains 49168 members 
Mstep: Class 21 contains 49275 members 
Mstep: Class 22 contains 46572 members 
Mstep: Class 23 contains 21538 members 
Mstep: Class 24 contains 10606 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111223144.000000 Penalty: 85978.023438
Iteration 214Q: 27 clusters Score -1.112231e+08 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 1622 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44754 members 
Mstep: Class 5 contains 47018 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47789 members 
Mstep: Class 9 contains 44493 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1280 members 
Mstep: Class 13 contains 44192 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48337 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26139 members 
Mstep: Class 18 contains 40256 members 
Mstep: Class 19 contains 47561 members 
Mstep: Class 20 contains 49155 members 
Mstep: Class 21 contains 49281 members 
Mstep: Class 22 contains 46568 members 
Mstep: Class 23 contains 21661 members 
Mstep: Class 24 contains 10616 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111223216.000000 Penalty: 85978.023438
Iteration 215Q: 27 clusters Score -1.112232e+08 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 1623 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44784 members 
Mstep: Class 5 contains 47002 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47742 members 
Mstep: Class 9 contains 44534 members 
Mstep: Class 10 contains 2389 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1280 members 
Mstep: Class 13 contains 44199 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48324 members 
Mstep: Class 16 contains 405 members 
Mstep: Class 17 contains 26137 members 
Mstep: Class 18 contains 40211 members 
Mstep: Class 19 contains 47549 members 
Mstep: Class 20 contains 49154 members 
Mstep: Class 21 contains 49274 members 
Mstep: Class 22 contains 46542 members 
Mstep: Class 23 contains 21773 members 
Mstep: Class 24 contains 10640 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111223184.000000 Penalty: 85978.023438
Iteration 216Q: 27 clusters Score -1.112232e+08 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 1625 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44809 members 
Mstep: Class 5 contains 46990 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 47663 members 
Mstep: Class 9 contains 44593 members 
Mstep: Class 10 contains 2389 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 44221 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48305 members 
Mstep: Class 16 contains 406 members 
Mstep: Class 17 contains 26132 members 
Mstep: Class 18 contains 40141 members 
Mstep: Class 19 contains 47519 members 
Mstep: Class 20 contains 49139 members 
Mstep: Class 21 contains 49314 members 
Mstep: Class 22 contains 46554 members 
Mstep: Class 23 contains 21888 members 
Mstep: Class 24 contains 10655 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111223128.000000 Penalty: 85978.023438
Iteration 217Q: 27 clusters Score -1.112231e+08 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 1627 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44828 members 
Mstep: Class 5 contains 46972 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 47605 members 
Mstep: Class 9 contains 44627 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 44244 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48294 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26128 members 
Mstep: Class 18 contains 40074 members 
Mstep: Class 19 contains 47504 members 
Mstep: Class 20 contains 49115 members 
Mstep: Class 21 contains 49333 members 
Mstep: Class 22 contains 46561 members 
Mstep: Class 23 contains 22008 members 
Mstep: Class 24 contains 10674 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111222824.000000 Penalty: 85978.023438
Iteration 218Q: 27 clusters Score -1.112228e+08 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 1626 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44811 members 
Mstep: Class 5 contains 46983 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 47595 members 
Mstep: Class 9 contains 44693 members 
Mstep: Class 10 contains 2389 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 44244 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48268 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26127 members 
Mstep: Class 18 contains 40007 members 
Mstep: Class 19 contains 47491 members 
Mstep: Class 20 contains 49050 members 
Mstep: Class 21 contains 49380 members 
Mstep: Class 22 contains 46562 members 
Mstep: Class 23 contains 22114 members 
Mstep: Class 24 contains 10693 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111222784.000000 Penalty: 85978.023438
Iteration 219Q: 27 clusters Score -1.112228e+08 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44830 members 
Mstep: Class 5 contains 47017 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47555 members 
Mstep: Class 9 contains 44749 members 
Mstep: Class 10 contains 2388 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 44219 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48251 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26115 members 
Mstep: Class 18 contains 39957 members 
Mstep: Class 19 contains 47464 members 
Mstep: Class 20 contains 49001 members 
Mstep: Class 21 contains 49416 members 
Mstep: Class 22 contains 46541 members 
Mstep: Class 23 contains 22237 members 
Mstep: Class 24 contains 10716 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111222832.000000 Penalty: 85978.023438
Iteration 220F: 27 clusters Score -1.112228e+08 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 40027 members 
Mstep: Class 2 contains 1628 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44851 members 
Mstep: Class 5 contains 47026 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47526 members 
Mstep: Class 9 contains 44781 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 44183 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48250 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26106 members 
Mstep: Class 18 contains 39904 members 
Mstep: Class 19 contains 47419 members 
Mstep: Class 20 contains 48969 members 
Mstep: Class 21 contains 49446 members 
Mstep: Class 22 contains 46565 members 
Mstep: Class 23 contains 22359 members 
Mstep: Class 24 contains 10727 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111223016.000000 Penalty: 85978.023438
Iteration 221Q: 27 clusters Score -1.11223e+08 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 1629 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44884 members 
Mstep: Class 5 contains 47036 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47504 members 
Mstep: Class 9 contains 44763 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1276 members 
Mstep: Class 13 contains 44154 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48246 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26105 members 
Mstep: Class 18 contains 39845 members 
Mstep: Class 19 contains 47386 members 
Mstep: Class 20 contains 48934 members 
Mstep: Class 21 contains 49476 members 
Mstep: Class 22 contains 46570 members 
Mstep: Class 23 contains 22513 members 
Mstep: Class 24 contains 10746 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111222976.000000 Penalty: 85978.023438
Iteration 222Q: 27 clusters Score -1.11223e+08 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 1630 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44920 members 
Mstep: Class 5 contains 47018 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47467 members 
Mstep: Class 9 contains 44747 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1276 members 
Mstep: Class 13 contains 44148 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48239 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26101 members 
Mstep: Class 18 contains 39771 members 
Mstep: Class 19 contains 47376 members 
Mstep: Class 20 contains 48911 members 
Mstep: Class 21 contains 49510 members 
Mstep: Class 22 contains 46569 members 
Mstep: Class 23 contains 22667 members 
Mstep: Class 24 contains 10766 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111223096.000000 Penalty: 85978.023438
Iteration 223Q: 27 clusters Score -1.112231e+08 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 1631 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44949 members 
Mstep: Class 5 contains 47031 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47431 members 
Mstep: Class 9 contains 44770 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1276 members 
Mstep: Class 13 contains 44127 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48234 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26097 members 
Mstep: Class 18 contains 39693 members 
Mstep: Class 19 contains 47320 members 
Mstep: Class 20 contains 48887 members 
Mstep: Class 21 contains 49506 members 
Mstep: Class 22 contains 46562 members 
Mstep: Class 23 contains 22866 members 
Mstep: Class 24 contains 10791 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111223072.000000 Penalty: 85978.023438
Iteration 224Q: 27 clusters Score -1.112231e+08 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 1634 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44990 members 
Mstep: Class 5 contains 47042 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47415 members 
Mstep: Class 9 contains 44785 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1275 members 
Mstep: Class 13 contains 44109 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48221 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26093 members 
Mstep: Class 18 contains 39633 members 
Mstep: Class 19 contains 47292 members 
Mstep: Class 20 contains 48835 members 
Mstep: Class 21 contains 49432 members 
Mstep: Class 22 contains 46552 members 
Mstep: Class 23 contains 23084 members 
Mstep: Class 24 contains 10822 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111223136.000000 Penalty: 85978.023438
Iteration 225Q: 27 clusters Score -1.112231e+08 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 1635 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45036 members 
Mstep: Class 5 contains 47027 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47399 members 
Mstep: Class 9 contains 44768 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 44100 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48228 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26086 members 
Mstep: Class 18 contains 39580 members 
Mstep: Class 19 contains 47282 members 
Mstep: Class 20 contains 48768 members 
Mstep: Class 21 contains 49387 members 
Mstep: Class 22 contains 46557 members 
Mstep: Class 23 contains 23281 members 
Mstep: Class 24 contains 10854 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111223144.000000 Penalty: 85978.023438
Iteration 226Q: 27 clusters Score -1.112231e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 39741 members 
Mstep: Class 2 contains 1635 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45082 members 
Mstep: Class 5 contains 47012 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47392 members 
Mstep: Class 9 contains 44746 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 44071 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48233 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26085 members 
Mstep: Class 18 contains 39520 members 
Mstep: Class 19 contains 47275 members 
Mstep: Class 20 contains 48721 members 
Mstep: Class 21 contains 49319 members 
Mstep: Class 22 contains 46555 members 
Mstep: Class 23 contains 23499 members 
Mstep: Class 24 contains 10885 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111223192.000000 Penalty: 85978.023438
Iteration 227Q: 27 clusters Score -1.112232e+08 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 1633 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45127 members 
Mstep: Class 5 contains 46975 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47419 members 
Mstep: Class 9 contains 44750 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 759 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 44049 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48221 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26084 members 
Mstep: Class 18 contains 39442 members 
Mstep: Class 19 contains 47274 members 
Mstep: Class 20 contains 48654 members 
Mstep: Class 21 contains 49258 members 
Mstep: Class 22 contains 46554 members 
Mstep: Class 23 contains 23709 members 
Mstep: Class 24 contains 10917 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111223496.000000 Penalty: 85978.023438
Iteration 228Q: 27 clusters Score -1.112235e+08 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 1629 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45133 members 
Mstep: Class 5 contains 46966 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47417 members 
Mstep: Class 9 contains 44744 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 44015 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48222 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26086 members 
Mstep: Class 18 contains 39358 members 
Mstep: Class 19 contains 47287 members 
Mstep: Class 20 contains 48611 members 
Mstep: Class 21 contains 49211 members 
Mstep: Class 22 contains 46567 members 
Mstep: Class 23 contains 23916 members 
Mstep: Class 24 contains 10951 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111223688.000000 Penalty: 85978.023438
Iteration 229Q: 27 clusters Score -1.112237e+08 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 39620 members 
Mstep: Class 2 contains 1629 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45106 members 
Mstep: Class 5 contains 46946 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47420 members 
Mstep: Class 9 contains 44744 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 44007 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48192 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26086 members 
Mstep: Class 18 contains 39295 members 
Mstep: Class 19 contains 47294 members 
Mstep: Class 20 contains 48585 members 
Mstep: Class 21 contains 49173 members 
Mstep: Class 22 contains 46566 members 
Mstep: Class 23 contains 24129 members 
Mstep: Class 24 contains 10978 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111223824.000000 Penalty: 85978.023438
Iteration 230Q: 27 clusters Score -1.112238e+08 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 39586 members 
Mstep: Class 2 contains 1630 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45091 members 
Mstep: Class 5 contains 46909 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47401 members 
Mstep: Class 9 contains 44721 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 761 members 
Mstep: Class 12 contains 1275 members 
Mstep: Class 13 contains 43981 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48164 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26082 members 
Mstep: Class 18 contains 39250 members 
Mstep: Class 19 contains 47299 members 
Mstep: Class 20 contains 48577 members 
Mstep: Class 21 contains 49159 members 
Mstep: Class 22 contains 46572 members 
Mstep: Class 23 contains 24339 members 
Mstep: Class 24 contains 11007 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111224016.000000 Penalty: 85978.023438
Iteration 231Q: 27 clusters Score -1.11224e+08 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 1634 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45066 members 
Mstep: Class 5 contains 46899 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47405 members 
Mstep: Class 9 contains 44677 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 761 members 
Mstep: Class 12 contains 1276 members 
Mstep: Class 13 contains 43958 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48154 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26083 members 
Mstep: Class 18 contains 39190 members 
Mstep: Class 19 contains 47307 members 
Mstep: Class 20 contains 48552 members 
Mstep: Class 21 contains 49118 members 
Mstep: Class 22 contains 46585 members 
Mstep: Class 23 contains 24554 members 
Mstep: Class 24 contains 11035 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111224008.000000 Penalty: 85978.023438
Iteration 232Q: 27 clusters Score -1.11224e+08 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 1637 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45024 members 
Mstep: Class 5 contains 46893 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47399 members 
Mstep: Class 9 contains 44670 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 761 members 
Mstep: Class 12 contains 1276 members 
Mstep: Class 13 contains 43937 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48157 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26085 members 
Mstep: Class 18 contains 39141 members 
Mstep: Class 19 contains 47320 members 
Mstep: Class 20 contains 48501 members 
Mstep: Class 21 contains 49072 members 
Mstep: Class 22 contains 46591 members 
Mstep: Class 23 contains 24764 members 
Mstep: Class 24 contains 11064 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111223824.000000 Penalty: 85978.023438
Iteration 233Q: 27 clusters Score -1.112238e+08 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 1637 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44995 members 
Mstep: Class 5 contains 46863 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47395 members 
Mstep: Class 9 contains 44660 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 761 members 
Mstep: Class 12 contains 1273 members 
Mstep: Class 13 contains 43918 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48161 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26089 members 
Mstep: Class 18 contains 39074 members 
Mstep: Class 19 contains 47316 members 
Mstep: Class 20 contains 48485 members 
Mstep: Class 21 contains 49007 members 
Mstep: Class 22 contains 46624 members 
Mstep: Class 23 contains 24989 members 
Mstep: Class 24 contains 11082 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111223792.000000 Penalty: 85978.023438
Iteration 234Q: 27 clusters Score -1.112238e+08 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44934 members 
Mstep: Class 5 contains 46832 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47385 members 
Mstep: Class 9 contains 44704 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 761 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 43902 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48144 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26089 members 
Mstep: Class 18 contains 39024 members 
Mstep: Class 19 contains 47330 members 
Mstep: Class 20 contains 48475 members 
Mstep: Class 21 contains 48965 members 
Mstep: Class 22 contains 46661 members 
Mstep: Class 23 contains 25175 members 
Mstep: Class 24 contains 11094 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111224168.000000 Penalty: 85978.023438
Iteration 235Q: 27 clusters Score -1.112242e+08 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 39370 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44898 members 
Mstep: Class 5 contains 46810 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47359 members 
Mstep: Class 9 contains 44717 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 761 members 
Mstep: Class 12 contains 1275 members 
Mstep: Class 13 contains 43906 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48155 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26086 members 
Mstep: Class 18 contains 38966 members 
Mstep: Class 19 contains 47321 members 
Mstep: Class 20 contains 48444 members 
Mstep: Class 21 contains 48934 members 
Mstep: Class 22 contains 46692 members 
Mstep: Class 23 contains 25367 members 
Mstep: Class 24 contains 11105 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111224488.000000 Penalty: 85978.023438
Iteration 236Q: 27 clusters Score -1.112245e+08 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44864 members 
Mstep: Class 5 contains 46805 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47314 members 
Mstep: Class 9 contains 44744 members 
Mstep: Class 10 contains 2391 members 
Mstep: Class 11 contains 761 members 
Mstep: Class 12 contains 1277 members 
Mstep: Class 13 contains 43902 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48144 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26091 members 
Mstep: Class 18 contains 38904 members 
Mstep: Class 19 contains 47323 members 
Mstep: Class 20 contains 48408 members 
Mstep: Class 21 contains 48920 members 
Mstep: Class 22 contains 46700 members 
Mstep: Class 23 contains 25543 members 
Mstep: Class 24 contains 11122 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111224624.000000 Penalty: 85978.023438
Iteration 237Q: 27 clusters Score -1.112246e+08 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 1636 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44847 members 
Mstep: Class 5 contains 46813 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47250 members 
Mstep: Class 9 contains 44738 members 
Mstep: Class 10 contains 2391 members 
Mstep: Class 11 contains 761 members 
Mstep: Class 12 contains 1276 members 
Mstep: Class 13 contains 43891 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48152 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26098 members 
Mstep: Class 18 contains 38835 members 
Mstep: Class 19 contains 47308 members 
Mstep: Class 20 contains 48386 members 
Mstep: Class 21 contains 48935 members 
Mstep: Class 22 contains 46713 members 
Mstep: Class 23 contains 25715 members 
Mstep: Class 24 contains 11136 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111224840.000000 Penalty: 85978.023438
Iteration 238Q: 27 clusters Score -1.112248e+08 nChanged 1381
Entering ConstructFrom: 
Score: -111224840.000000 Penalty: 85978.023438
Entering ConstructFrom: 
Trying to split cluster 1 (39290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Entering Unmasked Estep 
Score: -7210596.500000 Penalty: 2623.523682
	Iteration 0F: 2 clusters Score -7210596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -7184065.000000 Penalty: 5247.047363
	Iteration 0F: 3 clusters Score -7184065 nChanged 18017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -7193914.000000 Penalty: 5247.047363
	Iteration 1F: 3 clusters Score -7193914 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -7194454.500000 Penalty: 5247.047363
	Iteration 2Q: 3 clusters Score -7194454 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -7194887.000000 Penalty: 5247.047363
	Iteration 3Q: 3 clusters Score -7194887 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -7195415.000000 Penalty: 5247.047363
	Iteration 4Q: 3 clusters Score -7195415 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -7196085.000000 Penalty: 5247.047363
	Iteration 5Q: 3 clusters Score -7196085 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -7196963.000000 Penalty: 5247.047363
	Iteration 6Q: 3 clusters Score -7196963 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -7198193.000000 Penalty: 5247.047363
	Iteration 7F: 3 clusters Score -7198193 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -7199962.000000 Penalty: 5247.047363
	Iteration 8F: 3 clusters Score -7199962 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -7202041.000000 Penalty: 5247.047363
	Iteration 9F: 3 clusters Score -7202041 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -7204287.000000 Penalty: 5247.047363
	Iteration 10F: 3 clusters Score -7204287 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -7206009.500000 Penalty: 5247.047363
	Iteration 11Q: 3 clusters Score -7206010 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -7207171.000000 Penalty: 5247.047363
	Iteration 12Q: 3 clusters Score -7207171 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -7207828.500000 Penalty: 5247.047363
	Iteration 13Q: 3 clusters Score -7207828 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -7208165.000000 Penalty: 5247.047363
	Iteration 14Q: 3 clusters Score -7208165 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 36146 members 
Entering Unmasked Estep 
Score: -7208349.500000 Penalty: 5247.047363
	Iteration 15Q: 3 clusters Score -7208350 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -7208416.500000 Penalty: 5247.047363
	Iteration 16Q: 3 clusters Score -7208416 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
Score: -7208481.000000 Penalty: 5247.047363
	Iteration 17Q: 3 clusters Score -7208481 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -7208515.000000 Penalty: 5247.047363
	Iteration 18Q: 3 clusters Score -7208515 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -7208553.000000 Penalty: 5247.047363
	Iteration 19Q: 3 clusters Score -7208553 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 36886 members 
Entering Unmasked Estep 
Score: -7208565.500000 Penalty: 5247.047363
	Iteration 20F: 3 clusters Score -7208566 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 36980 members 
Entering Unmasked Estep 
Score: -7208581.000000 Penalty: 5247.047363
	Iteration 21Q: 3 clusters Score -7208581 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -7208588.000000 Penalty: 5247.047363
	Iteration 22Q: 3 clusters Score -7208588 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -7208609.500000 Penalty: 5247.047363
	Iteration 23Q: 3 clusters Score -7208610 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -7208624.000000 Penalty: 5247.047363
	Iteration 24Q: 3 clusters Score -7208624 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 37233 members 
Entering Unmasked Estep 
Score: -7208641.000000 Penalty: 5247.047363
	Iteration 25Q: 3 clusters Score -7208641 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 37272 members 
Entering Unmasked Estep 
Score: -7208642.500000 Penalty: 5247.047363
	Iteration 26Q: 3 clusters Score -7208642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
Score: -7208651.000000 Penalty: 5247.047363
	Iteration 27Q: 3 clusters Score -7208651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
Score: -7208654.500000 Penalty: 5247.047363
	Iteration 28Q: 3 clusters Score -7208654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -7208674.500000 Penalty: 5247.047363
	Iteration 29Q: 3 clusters Score -7208674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -7208684.500000 Penalty: 5247.047363
	Iteration 30Q: 3 clusters Score -7208684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -7208687.000000 Penalty: 5247.047363
	Iteration 31Q: 3 clusters Score -7208687 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -7208689.000000 Penalty: 5247.047363
	Iteration 32Q: 3 clusters Score -7208689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -7208685.500000 Penalty: 5247.047363
	Iteration 33Q: 3 clusters Score -7208686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -7208690.500000 Penalty: 5247.047363
	Iteration 34Q: 3 clusters Score -7208690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -7208696.000000 Penalty: 5247.047363
	Iteration 35Q: 3 clusters Score -7208696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -7208693.500000 Penalty: 5247.047363
	Iteration 36Q: 3 clusters Score -7208694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -7208689.500000 Penalty: 5247.047363
	Iteration 37Q: 3 clusters Score -7208690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
Score: -7208684.500000 Penalty: 5247.047363
	Iteration 38Q: 3 clusters Score -7208684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -7208697.500000 Penalty: 5247.047363
	Iteration 39Q: 3 clusters Score -7208698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 37458 members 
Entering Unmasked Estep 
Score: -7208694.000000 Penalty: 5247.047363
	Iteration 40F: 3 clusters Score -7208694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 37462 members 
Entering Unmasked Estep 
Score: -7208694.500000 Penalty: 5247.047363
	Iteration 41Q: 3 clusters Score -7208694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -7208691.500000 Penalty: 5247.047363
	Iteration 42Q: 3 clusters Score -7208692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -7208688.500000 Penalty: 5247.047363
	Iteration 43Q: 3 clusters Score -7208688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -7208688.500000 Penalty: 5247.047363
	Iteration 44F: 3 clusters Score -7208688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Entering Unmasked Estep 
Score: -298987.343750 Penalty: 1835.050659
	Iteration 0F: 2 clusters Score -298987.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -296594.562500 Penalty: 3670.101318
	Iteration 0F: 3 clusters Score -296594.6 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -296971.593750 Penalty: 3670.101318
	Iteration 1F: 3 clusters Score -296971.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -297062.968750 Penalty: 3670.101318
	Iteration 2F: 3 clusters Score -297063 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -297116.343750 Penalty: 3670.101318
	Iteration 3Q: 3 clusters Score -297116.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -297143.187500 Penalty: 3670.101318
	Iteration 4Q: 3 clusters Score -297143.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -297160.218750 Penalty: 3670.101318
	Iteration 5Q: 3 clusters Score -297160.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -297175.093750 Penalty: 3670.101318
	Iteration 6Q: 3 clusters Score -297175.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -297189.843750 Penalty: 3670.101318
	Iteration 7Q: 3 clusters Score -297189.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -297201.093750 Penalty: 3670.101318
	Iteration 8Q: 3 clusters Score -297201.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -297208.468750 Penalty: 3670.101318
	Iteration 9Q: 3 clusters Score -297208.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -297213.843750 Penalty: 3670.101318
	Iteration 10Q: 3 clusters Score -297213.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -297218.406250 Penalty: 3670.101318
	Iteration 11Q: 3 clusters Score -297218.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -297221.343750 Penalty: 3670.101318
	Iteration 12Q: 3 clusters Score -297221.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -297224.281250 Penalty: 3670.101318
	Iteration 13Q: 3 clusters Score -297224.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -297229.906250 Penalty: 3670.101318
	Iteration 14Q: 3 clusters Score -297229.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -297242.750000 Penalty: 3670.101318
	Iteration 15Q: 3 clusters Score -297242.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -297252.437500 Penalty: 3670.101318
	Iteration 16Q: 3 clusters Score -297252.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -297260.843750 Penalty: 3670.101318
	Iteration 17Q: 3 clusters Score -297260.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -297273.125000 Penalty: 3670.101318
	Iteration 18Q: 3 clusters Score -297273.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -297285.437500 Penalty: 3670.101318
	Iteration 19Q: 3 clusters Score -297285.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -297296.343750 Penalty: 3670.101318
	Iteration 20F: 3 clusters Score -297296.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -297303.437500 Penalty: 3670.101318
	Iteration 21Q: 3 clusters Score -297303.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -297309.031250 Penalty: 3670.101318
	Iteration 22Q: 3 clusters Score -297309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -297311.093750 Penalty: 3670.101318
	Iteration 23Q: 3 clusters Score -297311.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -297313.625000 Penalty: 3670.101318
	Iteration 24Q: 3 clusters Score -297313.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -297317.906250 Penalty: 3670.101318
	Iteration 25Q: 3 clusters Score -297317.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -297322.687500 Penalty: 3670.101318
	Iteration 26Q: 3 clusters Score -297322.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -297326.062500 Penalty: 3670.101318
	Iteration 27Q: 3 clusters Score -297326.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -297327.250000 Penalty: 3670.101318
	Iteration 28Q: 3 clusters Score -297327.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -297328.312500 Penalty: 3670.101318
	Iteration 29Q: 3 clusters Score -297328.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -297328.312500 Penalty: 3670.101318
	Iteration 30F: 3 clusters Score -297328.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -20069.357422 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -20069.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -19080.812500 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -19080.81 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -19214.101562 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -19214.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -19247.507812 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -19247.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -19290.814453 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -19290.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -19341.789062 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -19341.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -19346.103516 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -19346.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -19346.103516 Penalty: 2778.651123
	Iteration 6F: 3 clusters Score -19346.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44821 members 
Entering Unmasked Estep 
Score: -8186403.000000 Penalty: 2656.187256
	Iteration 0F: 2 clusters Score -8186403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -8156435.500000 Penalty: 5312.374512
	Iteration 0F: 3 clusters Score -8156436 nChanged 20820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -8168124.000000 Penalty: 5312.374512
	Iteration 1F: 3 clusters Score -8168124 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -8168880.500000 Penalty: 5312.374512
	Iteration 2Q: 3 clusters Score -8168880 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -8169776.000000 Penalty: 5312.374512
	Iteration 3Q: 3 clusters Score -8169776 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 24834 members 
Entering Unmasked Estep 
Score: -8170976.500000 Penalty: 5312.374512
	Iteration 4F: 3 clusters Score -8170976 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -8172570.000000 Penalty: 5312.374512
	Iteration 5F: 3 clusters Score -8172570 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -8174748.500000 Penalty: 5312.374512
	Iteration 6F: 3 clusters Score -8174748 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -8177373.500000 Penalty: 5312.374512
	Iteration 7F: 3 clusters Score -8177374 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 29869 members 
Entering Unmasked Estep 
Score: -8179800.000000 Penalty: 5312.374512
	Iteration 8F: 3 clusters Score -8179800 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -8181335.000000 Penalty: 5312.374512
	Iteration 9Q: 3 clusters Score -8181335 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 31797 members 
Entering Unmasked Estep 
Score: -8182049.000000 Penalty: 5312.374512
	Iteration 10Q: 3 clusters Score -8182049 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -8182513.000000 Penalty: 5312.374512
	Iteration 11Q: 3 clusters Score -8182513 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -8182873.500000 Penalty: 5312.374512
	Iteration 12Q: 3 clusters Score -8182874 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -8183151.000000 Penalty: 5312.374512
	Iteration 13Q: 3 clusters Score -8183151 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -8183381.000000 Penalty: 5312.374512
	Iteration 14Q: 3 clusters Score -8183381 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 34995 members 
Entering Unmasked Estep 
Score: -8183537.000000 Penalty: 5312.374512
	Iteration 15Q: 3 clusters Score -8183537 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 35541 members 
Entering Unmasked Estep 
Score: -8183723.000000 Penalty: 5312.374512
	Iteration 16Q: 3 clusters Score -8183723 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -8183852.000000 Penalty: 5312.374512
	Iteration 17Q: 3 clusters Score -8183852 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 36511 members 
Entering Unmasked Estep 
Score: -8183972.500000 Penalty: 5312.374512
	Iteration 18Q: 3 clusters Score -8183972 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -8184038.000000 Penalty: 5312.374512
	Iteration 19Q: 3 clusters Score -8184038 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -8184105.000000 Penalty: 5312.374512
	Iteration 20F: 3 clusters Score -8184105 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 37695 members 
Entering Unmasked Estep 
Score: -8184170.000000 Penalty: 5312.374512
	Iteration 21Q: 3 clusters Score -8184170 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 38016 members 
Entering Unmasked Estep 
Score: -8184241.000000 Penalty: 5312.374512
	Iteration 22Q: 3 clusters Score -8184241 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -8184302.000000 Penalty: 5312.374512
	Iteration 23Q: 3 clusters Score -8184302 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -8184336.500000 Penalty: 5312.374512
	Iteration 24Q: 3 clusters Score -8184336 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -8184411.500000 Penalty: 5312.374512
	Iteration 25Q: 3 clusters Score -8184412 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 39184 members 
Entering Unmasked Estep 
Score: -8184445.500000 Penalty: 5312.374512
	Iteration 26Q: 3 clusters Score -8184446 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -8184493.500000 Penalty: 5312.374512
	Iteration 27Q: 3 clusters Score -8184494 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -8184532.000000 Penalty: 5312.374512
	Iteration 28Q: 3 clusters Score -8184532 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 39829 members 
Entering Unmasked Estep 
Score: -8184551.000000 Penalty: 5312.374512
	Iteration 29Q: 3 clusters Score -8184551 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -8184579.500000 Penalty: 5312.374512
	Iteration 30Q: 3 clusters Score -8184580 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -8184626.000000 Penalty: 5312.374512
	Iteration 31Q: 3 clusters Score -8184626 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -8184614.500000 Penalty: 5312.374512
	Iteration 32Q: 3 clusters Score -8184614 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -8184627.500000 Penalty: 5312.374512
	Iteration 33Q: 3 clusters Score -8184628 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -8184636.000000 Penalty: 5312.374512
	Iteration 34Q: 3 clusters Score -8184636 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -8184657.000000 Penalty: 5312.374512
	Iteration 35Q: 3 clusters Score -8184657 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -8184656.000000 Penalty: 5312.374512
	Iteration 36Q: 3 clusters Score -8184656 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -8184652.500000 Penalty: 5312.374512
	Iteration 37Q: 3 clusters Score -8184652 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 40720 members 
Entering Unmasked Estep 
Score: -8184663.500000 Penalty: 5312.374512
	Iteration 38Q: 3 clusters Score -8184664 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -8184669.500000 Penalty: 5312.374512
	Iteration 39Q: 3 clusters Score -8184670 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 40850 members 
Entering Unmasked Estep 
Score: -8184665.000000 Penalty: 5312.374512
	Iteration 40F: 3 clusters Score -8184665 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -8184663.500000 Penalty: 5312.374512
	Iteration 41Q: 3 clusters Score -8184664 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 40933 members 
Entering Unmasked Estep 
Score: -8184664.500000 Penalty: 5312.374512
	Iteration 42Q: 3 clusters Score -8184664 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -8184668.000000 Penalty: 5312.374512
	Iteration 43Q: 3 clusters Score -8184668 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 41019 members 
Entering Unmasked Estep 
Score: -8184652.000000 Penalty: 5312.374512
	Iteration 44Q: 3 clusters Score -8184652 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
Score: -8184652.500000 Penalty: 5312.374512
	Iteration 45Q: 3 clusters Score -8184652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
Score: -8184652.500000 Penalty: 5312.374512
	Iteration 46Q: 3 clusters Score -8184652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 41119 members 
Entering Unmasked Estep 
Score: -8184651.500000 Penalty: 5312.374512
	Iteration 47Q: 3 clusters Score -8184652 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -8184648.500000 Penalty: 5312.374512
	Iteration 48Q: 3 clusters Score -8184648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 41175 members 
Entering Unmasked Estep 
Score: -8184647.000000 Penalty: 5312.374512
	Iteration 49Q: 3 clusters Score -8184647 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 41205 members 
Entering Unmasked Estep 
Score: -8184651.500000 Penalty: 5312.374512
	Iteration 50Q: 3 clusters Score -8184652 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 41230 members 
Entering Unmasked Estep 
Score: -8184656.000000 Penalty: 5312.374512
	Iteration 51Q: 3 clusters Score -8184656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -8184662.500000 Penalty: 5312.374512
	Iteration 52Q: 3 clusters Score -8184662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -8184662.500000 Penalty: 5312.374512
	Iteration 53Q: 3 clusters Score -8184662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 41281 members 
Entering Unmasked Estep 
Score: -8184646.500000 Penalty: 5312.374512
	Iteration 54Q: 3 clusters Score -8184646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 41293 members 
Entering Unmasked Estep 
Score: -8184658.500000 Penalty: 5312.374512
	Iteration 55Q: 3 clusters Score -8184658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 41305 members 
Entering Unmasked Estep 
Score: -8184650.000000 Penalty: 5312.374512
	Iteration 56Q: 3 clusters Score -8184650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -8184653.500000 Penalty: 5312.374512
	Iteration 57Q: 3 clusters Score -8184654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 41330 members 
Entering Unmasked Estep 
Score: -8184653.500000 Penalty: 5312.374512
	Iteration 58Q: 3 clusters Score -8184654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 41338 members 
Entering Unmasked Estep 
Score: -8184655.500000 Penalty: 5312.374512
	Iteration 59Q: 3 clusters Score -8184656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -8184649.500000 Penalty: 5312.374512
	Iteration 60F: 3 clusters Score -8184650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 41349 members 
Entering Unmasked Estep 
Score: -8184645.500000 Penalty: 5312.374512
	Iteration 61Q: 3 clusters Score -8184646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -8184653.500000 Penalty: 5312.374512
	Iteration 62Q: 3 clusters Score -8184654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 41360 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8184650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8184658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8184657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 41370 members 
Entering Unmasked Estep 
Score: -8184652.500000 Penalty: 5312.374512
	Iteration 66Q: 3 clusters Score -8184652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -8184658.500000 Penalty: 5312.374512
	Iteration 67Q: 3 clusters Score -8184658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -8184655.500000 Penalty: 5312.374512
	Iteration 68Q: 3 clusters Score -8184656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -8184654.500000 Penalty: 5312.374512
	Iteration 69Q: 3 clusters Score -8184654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
Score: -8184651.000000 Penalty: 5312.374512
	Iteration 70Q: 3 clusters Score -8184651 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 41394 members 
Entering Unmasked Estep 
Score: -8184641.000000 Penalty: 5312.374512
	Iteration 71Q: 3 clusters Score -8184641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 41397 members 
Entering Unmasked Estep 
Score: -8184648.000000 Penalty: 5312.374512
	Iteration 72Q: 3 clusters Score -8184648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -8184651.500000 Penalty: 5312.374512
	Iteration 73Q: 3 clusters Score -8184652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -8184653.500000 Penalty: 5312.374512
	Iteration 74Q: 3 clusters Score -8184654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -8184646.500000 Penalty: 5312.374512
	Iteration 75Q: 3 clusters Score -8184646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -8184659.500000 Penalty: 5312.374512
	Iteration 76Q: 3 clusters Score -8184660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -8184653.500000 Penalty: 5312.374512
	Iteration 77Q: 3 clusters Score -8184654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -8184652.500000 Penalty: 5312.374512
	Iteration 78Q: 3 clusters Score -8184652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -8184658.000000 Penalty: 5312.374512
	Iteration 79Q: 3 clusters Score -8184658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 41470 members 
Entering Unmasked Estep 
Score: -8184659.500000 Penalty: 5312.374512
	Iteration 80F: 3 clusters Score -8184660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -8184662.500000 Penalty: 5312.374512
	Iteration 81Q: 3 clusters Score -8184662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -8184656.500000 Penalty: 5312.374512
	Iteration 82Q: 3 clusters Score -8184656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -8184664.000000 Penalty: 5312.374512
	Iteration 83Q: 3 clusters Score -8184664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 41500 members 
Entering Unmasked Estep 
Score: -8184664.500000 Penalty: 5312.374512
	Iteration 84Q: 3 clusters Score -8184664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 41505 members 
Entering Unmasked Estep 
Score: -8184667.500000 Penalty: 5312.374512
	Iteration 85Q: 3 clusters Score -8184668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -8184668.000000 Penalty: 5312.374512
	Iteration 86Q: 3 clusters Score -8184668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 41510 members 
Entering Unmasked Estep 
Score: -8184666.500000 Penalty: 5312.374512
	Iteration 87Q: 3 clusters Score -8184666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 41513 members 
Entering Unmasked Estep 
Score: -8184672.000000 Penalty: 5312.374512
	Iteration 88Q: 3 clusters Score -8184672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -8184672.500000 Penalty: 5312.374512
	Iteration 89Q: 3 clusters Score -8184672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 41520 members 
Entering Unmasked Estep 
Score: -8184678.000000 Penalty: 5312.374512
	Iteration 90Q: 3 clusters Score -8184678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 41521 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8184678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -8184678.000000 Penalty: 5312.374512
	Iteration 92Q: 3 clusters Score -8184678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 41523 members 
Entering Unmasked Estep 
Score: -8184675.500000 Penalty: 5312.374512
	Iteration 93Q: 3 clusters Score -8184676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -8184674.000000 Penalty: 5312.374512
	Iteration 94Q: 3 clusters Score -8184674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -8184677.000000 Penalty: 5312.374512
	Iteration 95Q: 3 clusters Score -8184677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -8184677.000000 Penalty: 5312.374512
	Iteration 96Q: 3 clusters Score -8184677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -8184679.000000 Penalty: 5312.374512
	Iteration 97Q: 3 clusters Score -8184679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -8184685.500000 Penalty: 5312.374512
	Iteration 98Q: 3 clusters Score -8184686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -8184683.500000 Penalty: 5312.374512
	Iteration 99Q: 3 clusters Score -8184684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -8184685.500000 Penalty: 5312.374512
	Iteration 100F: 3 clusters Score -8184686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -8184690.000000 Penalty: 5312.374512
	Iteration 101Q: 3 clusters Score -8184690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -8184681.000000 Penalty: 5312.374512
	Iteration 102Q: 3 clusters Score -8184681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -8184688.000000 Penalty: 5312.374512
	Iteration 103Q: 3 clusters Score -8184688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 41562 members 
Entering Unmasked Estep 
Score: -8184689.000000 Penalty: 5312.374512
	Iteration 104Q: 3 clusters Score -8184689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 41567 members 
Entering Unmasked Estep 
Score: -8184695.500000 Penalty: 5312.374512
	Iteration 105Q: 3 clusters Score -8184696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -8184681.500000 Penalty: 5312.374512
	Iteration 106Q: 3 clusters Score -8184682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -8184683.000000 Penalty: 5312.374512
	Iteration 107Q: 3 clusters Score -8184683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -8184679.500000 Penalty: 5312.374512
	Iteration 108Q: 3 clusters Score -8184680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 41602 members 
Entering Unmasked Estep 
Score: -8184674.500000 Penalty: 5312.374512
	Iteration 109Q: 3 clusters Score -8184674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -8184679.500000 Penalty: 5312.374512
	Iteration 110Q: 3 clusters Score -8184680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -8184677.500000 Penalty: 5312.374512
	Iteration 111Q: 3 clusters Score -8184678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 41611 members 
Entering Unmasked Estep 
Score: -8184674.500000 Penalty: 5312.374512
	Iteration 112Q: 3 clusters Score -8184674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
Score: -8184673.500000 Penalty: 5312.374512
	Iteration 113Q: 3 clusters Score -8184674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8184674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -8184670.000000 Penalty: 5312.374512
	Iteration 115Q: 3 clusters Score -8184670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -8184670.000000 Penalty: 5312.374512
	Iteration 116F: 3 clusters Score -8184670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46810 members 
Entering Unmasked Estep 
Score: -8644271.000000 Penalty: 2666.955322
	Iteration 0F: 2 clusters Score -8644271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -8615016.000000 Penalty: 5333.910645
	Iteration 0F: 3 clusters Score -8615016 nChanged 21646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -8627191.000000 Penalty: 5333.910645
	Iteration 1F: 3 clusters Score -8627191 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22200 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -8627708 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -8628256.000000 Penalty: 5333.910645
	Iteration 3Q: 3 clusters Score -8628256 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -8628887.000000 Penalty: 5333.910645
	Iteration 4Q: 3 clusters Score -8628887 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19379 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -8629637.000000 Penalty: 5333.910645
	Iteration 5Q: 3 clusters Score -8629637 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -8630578.000000 Penalty: 5333.910645
	Iteration 6Q: 3 clusters Score -8630578 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -8631879.000000 Penalty: 5333.910645
	Iteration 7F: 3 clusters Score -8631879 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 33113 members 
Entering Unmasked Estep 
Score: -8633673.000000 Penalty: 5333.910645
	Iteration 8F: 3 clusters Score -8633673 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 35418 members 
Entering Unmasked Estep 
Score: -8635728.000000 Penalty: 5333.910645
	Iteration 9F: 3 clusters Score -8635728 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -8637694.000000 Penalty: 5333.910645
	Iteration 10Q: 3 clusters Score -8637694 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
Score: -8639234.000000 Penalty: 5333.910645
	Iteration 11Q: 3 clusters Score -8639234 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -8640410.000000 Penalty: 5333.910645
	Iteration 12Q: 3 clusters Score -8640410 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -8641244.000000 Penalty: 5333.910645
	Iteration 13Q: 3 clusters Score -8641244 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -8641674.000000 Penalty: 5333.910645
	Iteration 14Q: 3 clusters Score -8641674 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
Score: -8641951.000000 Penalty: 5333.910645
	Iteration 15Q: 3 clusters Score -8641951 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 43632 members 
Entering Unmasked Estep 
Score: -8642095.000000 Penalty: 5333.910645
	Iteration 16Q: 3 clusters Score -8642095 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -8642211.000000 Penalty: 5333.910645
	Iteration 17Q: 3 clusters Score -8642211 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 44425 members 
Entering Unmasked Estep 
Score: -8642237.000000 Penalty: 5333.910645
	Iteration 18Q: 3 clusters Score -8642237 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 44737 members 
Entering Unmasked Estep 
Score: -8642277.000000 Penalty: 5333.910645
	Iteration 19Q: 3 clusters Score -8642277 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 44947 members 
Entering Unmasked Estep 
Score: -8642321.000000 Penalty: 5333.910645
	Iteration 20F: 3 clusters Score -8642321 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 45123 members 
Entering Unmasked Estep 
Score: -8642336.000000 Penalty: 5333.910645
	Iteration 21Q: 3 clusters Score -8642336 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 45280 members 
Entering Unmasked Estep 
Score: -8642369.000000 Penalty: 5333.910645
	Iteration 22Q: 3 clusters Score -8642369 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 45382 members 
Entering Unmasked Estep 
Score: -8642379.000000 Penalty: 5333.910645
	Iteration 23Q: 3 clusters Score -8642379 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 45454 members 
Entering Unmasked Estep 
Score: -8642402.000000 Penalty: 5333.910645
	Iteration 24Q: 3 clusters Score -8642402 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
Score: -8642408.000000 Penalty: 5333.910645
	Iteration 25Q: 3 clusters Score -8642408 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 45561 members 
Entering Unmasked Estep 
Score: -8642425.000000 Penalty: 5333.910645
	Iteration 26Q: 3 clusters Score -8642425 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 45599 members 
Entering Unmasked Estep 
Score: -8642440.000000 Penalty: 5333.910645
	Iteration 27Q: 3 clusters Score -8642440 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 45636 members 
Entering Unmasked Estep 
Score: -8642456.000000 Penalty: 5333.910645
	Iteration 28Q: 3 clusters Score -8642456 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 45667 members 
Entering Unmasked Estep 
Score: -8642458.000000 Penalty: 5333.910645
	Iteration 29Q: 3 clusters Score -8642458 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 45697 members 
Entering Unmasked Estep 
Score: -8642450.000000 Penalty: 5333.910645
	Iteration 30Q: 3 clusters Score -8642450 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 45721 members 
Entering Unmasked Estep 
Score: -8642458.000000 Penalty: 5333.910645
	Iteration 31Q: 3 clusters Score -8642458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 45750 members 
Entering Unmasked Estep 
Score: -8642451.000000 Penalty: 5333.910645
	Iteration 32Q: 3 clusters Score -8642451 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
Score: -8642463.000000 Penalty: 5333.910645
	Iteration 33Q: 3 clusters Score -8642463 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
Score: -8642454.000000 Penalty: 5333.910645
	Iteration 34Q: 3 clusters Score -8642454 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 45824 members 
Entering Unmasked Estep 
Score: -8642461.000000 Penalty: 5333.910645
	Iteration 35Q: 3 clusters Score -8642461 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 45848 members 
Entering Unmasked Estep 
Score: -8642465.000000 Penalty: 5333.910645
	Iteration 36Q: 3 clusters Score -8642465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -8642456.000000 Penalty: 5333.910645
	Iteration 37Q: 3 clusters Score -8642456 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 45885 members 
Entering Unmasked Estep 
Score: -8642451.000000 Penalty: 5333.910645
	Iteration 38Q: 3 clusters Score -8642451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 45892 members 
Entering Unmasked Estep 
Score: -8642451.000000 Penalty: 5333.910645
	Iteration 39Q: 3 clusters Score -8642451 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -8642460.000000 Penalty: 5333.910645
	Iteration 40F: 3 clusters Score -8642460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 45912 members 
Entering Unmasked Estep 
Score: -8642463.000000 Penalty: 5333.910645
	Iteration 41Q: 3 clusters Score -8642463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -8642459.000000 Penalty: 5333.910645
	Iteration 42Q: 3 clusters Score -8642459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 45936 members 
Entering Unmasked Estep 
Score: -8642457.000000 Penalty: 5333.910645
	Iteration 43Q: 3 clusters Score -8642457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 45947 members 
Entering Unmasked Estep 
Score: -8642457.000000 Penalty: 5333.910645
	Iteration 44Q: 3 clusters Score -8642457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 45952 members 
Entering Unmasked Estep 
Score: -8642462.000000 Penalty: 5333.910645
	Iteration 45Q: 3 clusters Score -8642462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 45955 members 
Entering Unmasked Estep 
Score: -8642464.000000 Penalty: 5333.910645
	Iteration 46Q: 3 clusters Score -8642464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 45960 members 
Entering Unmasked Estep 
Score: -8642466.000000 Penalty: 5333.910645
	Iteration 47Q: 3 clusters Score -8642466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 45965 members 
Entering Unmasked Estep 
Score: -8642473.000000 Penalty: 5333.910645
	Iteration 48Q: 3 clusters Score -8642473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 45966 members 
Entering Unmasked Estep 
Score: -8642460.000000 Penalty: 5333.910645
	Iteration 49Q: 3 clusters Score -8642460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 45968 members 
Entering Unmasked Estep 
Score: -8642459.000000 Penalty: 5333.910645
	Iteration 50Q: 3 clusters Score -8642459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 45970 members 
Entering Unmasked Estep 
Score: -8642456.000000 Penalty: 5333.910645
	Iteration 51Q: 3 clusters Score -8642456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 45971 members 
Entering Unmasked Estep 
Score: -8642454.000000 Penalty: 5333.910645
	Iteration 52Q: 3 clusters Score -8642454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -8642451.000000 Penalty: 5333.910645
	Iteration 53Q: 3 clusters Score -8642451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -8642460.000000 Penalty: 5333.910645
	Iteration 54Q: 3 clusters Score -8642460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 45975 members 
Entering Unmasked Estep 
Score: -8642463.000000 Penalty: 5333.910645
	Iteration 55Q: 3 clusters Score -8642463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -8642466.000000 Penalty: 5333.910645
	Iteration 56Q: 3 clusters Score -8642466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -8642469.000000 Penalty: 5333.910645
	Iteration 57Q: 3 clusters Score -8642469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 45979 members 
Entering Unmasked Estep 
Score: -8642465.000000 Penalty: 5333.910645
	Iteration 58Q: 3 clusters Score -8642465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 45980 members 
Entering Unmasked Estep 
Score: -8642469.000000 Penalty: 5333.910645
	Iteration 59Q: 3 clusters Score -8642469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 45981 members 
Entering Unmasked Estep 
Score: -8642464.000000 Penalty: 5333.910645
	Iteration 60F: 3 clusters Score -8642464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -52032.898438 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -52032.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50581.984375 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -50581.98 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -50885.140625 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -50885.14 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -51012.113281 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -51012.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -51138.492188 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -51138.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -51251.382812 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -51251.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51279.703125 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -51279.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -51297.875000 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -51297.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -51332.960938 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -51332.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -51355.921875 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -51355.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -51374.203125 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -51374.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -51381.054688 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -51381.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -51381.054688 Penalty: 3080.457520
	Iteration 11F: 3 clusters Score -51381.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Entering Unmasked Estep 
Score: -172214.015625 Penalty: 1736.308838
	Iteration 0F: 2 clusters Score -172214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -170271.859375 Penalty: 3472.617676
	Iteration 0F: 3 clusters Score -170271.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -170712.312500 Penalty: 3472.617676
	Iteration 1F: 3 clusters Score -170712.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -170985.609375 Penalty: 3472.617676
	Iteration 2F: 3 clusters Score -170985.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -171207.812500 Penalty: 3472.617676
	Iteration 3F: 3 clusters Score -171207.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -171333.281250 Penalty: 3472.617676
	Iteration 4Q: 3 clusters Score -171333.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -171469.718750 Penalty: 3472.617676
	Iteration 5Q: 3 clusters Score -171469.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -171558.359375 Penalty: 3472.617676
	Iteration 6Q: 3 clusters Score -171558.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -171616.140625 Penalty: 3472.617676
	Iteration 7Q: 3 clusters Score -171616.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -171657.296875 Penalty: 3472.617676
	Iteration 8Q: 3 clusters Score -171657.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -171698.000000 Penalty: 3472.617676
	Iteration 9Q: 3 clusters Score -171698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -171742.750000 Penalty: 3472.617676
	Iteration 10Q: 3 clusters Score -171742.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -171782.500000 Penalty: 3472.617676
	Iteration 11Q: 3 clusters Score -171782.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -171820.406250 Penalty: 3472.617676
	Iteration 12Q: 3 clusters Score -171820.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -171840.609375 Penalty: 3472.617676
	Iteration 13Q: 3 clusters Score -171840.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -171862.187500 Penalty: 3472.617676
	Iteration 14Q: 3 clusters Score -171862.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -171905.468750 Penalty: 3472.617676
	Iteration 15Q: 3 clusters Score -171905.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -171931.593750 Penalty: 3472.617676
	Iteration 16Q: 3 clusters Score -171931.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -171962.656250 Penalty: 3472.617676
	Iteration 17Q: 3 clusters Score -171962.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -171977.109375 Penalty: 3472.617676
	Iteration 18Q: 3 clusters Score -171977.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -171993.062500 Penalty: 3472.617676
	Iteration 19Q: 3 clusters Score -171993.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -171993.062500 Penalty: 3472.617676
	Iteration 20F: 3 clusters Score -171993.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47246 members 
Entering Unmasked Estep 
Score: -8745948.000000 Penalty: 2669.254639
	Iteration 0F: 2 clusters Score -8745948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -8716643.000000 Penalty: 5338.509277
	Iteration 0F: 3 clusters Score -8716643 nChanged 21735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -8728532.000000 Penalty: 5338.509277
	Iteration 1F: 3 clusters Score -8728532 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -8729134.000000 Penalty: 5338.509277
	Iteration 2Q: 3 clusters Score -8729134 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -8729772.000000 Penalty: 5338.509277
	Iteration 3Q: 3 clusters Score -8729772 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -8730496.000000 Penalty: 5338.509277
	Iteration 4Q: 3 clusters Score -8730496 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -8731567.000000 Penalty: 5338.509277
	Iteration 5Q: 3 clusters Score -8731567 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -8733196.000000 Penalty: 5338.509277
	Iteration 6F: 3 clusters Score -8733196 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -8735433.000000 Penalty: 5338.509277
	Iteration 7F: 3 clusters Score -8735433 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -8738183.000000 Penalty: 5338.509277
	Iteration 8F: 3 clusters Score -8738183 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 42331 members 
Entering Unmasked Estep 
Score: -8741024.000000 Penalty: 5338.509277
	Iteration 9F: 3 clusters Score -8741024 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 44845 members 
Entering Unmasked Estep 
Score: -8742627.000000 Penalty: 5338.509277
	Iteration 10F: 3 clusters Score -8742627 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 46189 members 
Entering Unmasked Estep 
Score: -8743235.000000 Penalty: 5338.509277
	Iteration 11Q: 3 clusters Score -8743235 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 46749 members 
Entering Unmasked Estep 
Score: -8743430.000000 Penalty: 5338.509277
	Iteration 12Q: 3 clusters Score -8743430 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 46926 members 
Entering Unmasked Estep 
Score: -8743559.000000 Penalty: 5338.509277
	Iteration 13Q: 3 clusters Score -8743559 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 46984 members 
Entering Unmasked Estep 
Score: -8743609.000000 Penalty: 5338.509277
	Iteration 14Q: 3 clusters Score -8743609 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 47014 members 
Entering Unmasked Estep 
Score: -8743637.000000 Penalty: 5338.509277
	Iteration 15Q: 3 clusters Score -8743637 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 47034 members 
Entering Unmasked Estep 
Score: -8743661.000000 Penalty: 5338.509277
	Iteration 16Q: 3 clusters Score -8743661 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 47045 members 
Entering Unmasked Estep 
Score: -8743693.000000 Penalty: 5338.509277
	Iteration 17Q: 3 clusters Score -8743693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 47053 members 
Entering Unmasked Estep 
Score: -8743710.000000 Penalty: 5338.509277
	Iteration 18Q: 3 clusters Score -8743710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 47058 members 
Entering Unmasked Estep 
Score: -8743716.000000 Penalty: 5338.509277
	Iteration 19Q: 3 clusters Score -8743716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 47058 members 
Entering Unmasked Estep 
Score: -8743723.000000 Penalty: 5338.509277
	Iteration 20F: 3 clusters Score -8743723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 47055 members 
Entering Unmasked Estep 
Score: -8743732.000000 Penalty: 5338.509277
	Iteration 21Q: 3 clusters Score -8743732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 47055 members 
Entering Unmasked Estep 
Score: -8743741.000000 Penalty: 5338.509277
	Iteration 22Q: 3 clusters Score -8743741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 47055 members 
Entering Unmasked Estep 
Score: -8743741.000000 Penalty: 5338.509277
	Iteration 23Q: 3 clusters Score -8743741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 47055 members 
Entering Unmasked Estep 
Score: -8743741.000000 Penalty: 5338.509277
	Iteration 24F: 3 clusters Score -8743741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Entering Unmasked Estep 
Score: -8246037.500000 Penalty: 2655.727295
	Iteration 0F: 2 clusters Score -8246038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -8216977.000000 Penalty: 5311.454590
	Iteration 0F: 3 clusters Score -8216977 nChanged 20524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -8228302.500000 Penalty: 5311.454590
	Iteration 1F: 3 clusters Score -8228302 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -8228780.000000 Penalty: 5311.454590
	Iteration 2Q: 3 clusters Score -8228780 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -8229208.500000 Penalty: 5311.454590
	Iteration 3Q: 3 clusters Score -8229208 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -8229578.500000 Penalty: 5311.454590
	Iteration 4Q: 3 clusters Score -8229578 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -8229902.000000 Penalty: 5311.454590
	Iteration 5Q: 3 clusters Score -8229902 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -8230261.000000 Penalty: 5311.454590
	Iteration 6Q: 3 clusters Score -8230261 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -8230762.000000 Penalty: 5311.454590
	Iteration 7Q: 3 clusters Score -8230762 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -8231382.500000 Penalty: 5311.454590
	Iteration 8Q: 3 clusters Score -8231382 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -8232361.500000 Penalty: 5311.454590
	Iteration 9Q: 3 clusters Score -8232362 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 28501 members 
Entering Unmasked Estep 
Score: -8233582.500000 Penalty: 5311.454590
	Iteration 10Q: 3 clusters Score -8233582 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -8235063.000000 Penalty: 5311.454590
	Iteration 11F: 3 clusters Score -8235063 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 31592 members 
Entering Unmasked Estep 
Score: -8236726.500000 Penalty: 5311.454590
	Iteration 12F: 3 clusters Score -8236726 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -8238164.000000 Penalty: 5311.454590
	Iteration 13Q: 3 clusters Score -8238164 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 33965 members 
Entering Unmasked Estep 
Score: -8239193.000000 Penalty: 5311.454590
	Iteration 14Q: 3 clusters Score -8239193 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 34899 members 
Entering Unmasked Estep 
Score: -8239828.500000 Penalty: 5311.454590
	Iteration 15Q: 3 clusters Score -8239828 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 35711 members 
Entering Unmasked Estep 
Score: -8240306.500000 Penalty: 5311.454590
	Iteration 16Q: 3 clusters Score -8240306 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -8240670.000000 Penalty: 5311.454590
	Iteration 17Q: 3 clusters Score -8240670 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 37217 members 
Entering Unmasked Estep 
Score: -8240987.500000 Penalty: 5311.454590
	Iteration 18Q: 3 clusters Score -8240988 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -8241269.500000 Penalty: 5311.454590
	Iteration 19Q: 3 clusters Score -8241270 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -8241493.000000 Penalty: 5311.454590
	Iteration 20F: 3 clusters Score -8241493 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 39125 members 
Entering Unmasked Estep 
Score: -8241764.000000 Penalty: 5311.454590
	Iteration 21Q: 3 clusters Score -8241764 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -8242032.000000 Penalty: 5311.454590
	Iteration 22Q: 3 clusters Score -8242032 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 40314 members 
Entering Unmasked Estep 
Score: -8242287.500000 Penalty: 5311.454590
	Iteration 23Q: 3 clusters Score -8242288 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 40830 members 
Entering Unmasked Estep 
Score: -8242536.000000 Penalty: 5311.454590
	Iteration 24Q: 3 clusters Score -8242536 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -8242710.000000 Penalty: 5311.454590
	Iteration 25Q: 3 clusters Score -8242710 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -8242906.000000 Penalty: 5311.454590
	Iteration 26Q: 3 clusters Score -8242906 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -8243063.500000 Penalty: 5311.454590
	Iteration 27Q: 3 clusters Score -8243064 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 42278 members 
Entering Unmasked Estep 
Score: -8243223.000000 Penalty: 5311.454590
	Iteration 28Q: 3 clusters Score -8243223 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -8243332.000000 Penalty: 5311.454590
	Iteration 29Q: 3 clusters Score -8243332 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 42798 members 
Entering Unmasked Estep 
Score: -8243449.000000 Penalty: 5311.454590
	Iteration 30Q: 3 clusters Score -8243449 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
Score: -8243523.000000 Penalty: 5311.454590
	Iteration 31Q: 3 clusters Score -8243523 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 43171 members 
Entering Unmasked Estep 
Score: -8243613.500000 Penalty: 5311.454590
	Iteration 32Q: 3 clusters Score -8243614 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
Score: -8243670.000000 Penalty: 5311.454590
	Iteration 33Q: 3 clusters Score -8243670 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
Score: -8243728.500000 Penalty: 5311.454590
	Iteration 34Q: 3 clusters Score -8243728 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -8243765.500000 Penalty: 5311.454590
	Iteration 35Q: 3 clusters Score -8243766 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -8243793.500000 Penalty: 5311.454590
	Iteration 36Q: 3 clusters Score -8243794 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -8243809.000000 Penalty: 5311.454590
	Iteration 37Q: 3 clusters Score -8243809 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 43711 members 
Entering Unmasked Estep 
Score: -8243836.000000 Penalty: 5311.454590
	Iteration 38Q: 3 clusters Score -8243836 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -8243841.000000 Penalty: 5311.454590
	Iteration 39Q: 3 clusters Score -8243841 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 43800 members 
Entering Unmasked Estep 
Score: -8243862.500000 Penalty: 5311.454590
	Iteration 40F: 3 clusters Score -8243862 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 43836 members 
Entering Unmasked Estep 
Score: -8243874.000000 Penalty: 5311.454590
	Iteration 41Q: 3 clusters Score -8243874 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -8243885.000000 Penalty: 5311.454590
	Iteration 42Q: 3 clusters Score -8243885 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 43878 members 
Entering Unmasked Estep 
Score: -8243894.500000 Penalty: 5311.454590
	Iteration 43Q: 3 clusters Score -8243894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -8243903.500000 Penalty: 5311.454590
	Iteration 44Q: 3 clusters Score -8243904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -8243903.500000 Penalty: 5311.454590
	Iteration 45Q: 3 clusters Score -8243904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -8243902.000000 Penalty: 5311.454590
	Iteration 46Q: 3 clusters Score -8243902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 43924 members 
Entering Unmasked Estep 
Score: -8243909.500000 Penalty: 5311.454590
	Iteration 47Q: 3 clusters Score -8243910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 43941 members 
Entering Unmasked Estep 
Score: -8243925.000000 Penalty: 5311.454590
	Iteration 48Q: 3 clusters Score -8243925 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 43955 members 
Entering Unmasked Estep 
Score: -8243919.000000 Penalty: 5311.454590
	Iteration 49Q: 3 clusters Score -8243919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 43960 members 
Entering Unmasked Estep 
Score: -8243924.000000 Penalty: 5311.454590
	Iteration 50Q: 3 clusters Score -8243924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -8243929.000000 Penalty: 5311.454590
	Iteration 51Q: 3 clusters Score -8243929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 43972 members 
Entering Unmasked Estep 
Score: -8243935.000000 Penalty: 5311.454590
	Iteration 52Q: 3 clusters Score -8243935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 43973 members 
Entering Unmasked Estep 
Score: -8243943.500000 Penalty: 5311.454590
	Iteration 53Q: 3 clusters Score -8243944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 43980 members 
Entering Unmasked Estep 
Score: -8243953.500000 Penalty: 5311.454590
	Iteration 54Q: 3 clusters Score -8243954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 43983 members 
Entering Unmasked Estep 
Score: -8243956.000000 Penalty: 5311.454590
	Iteration 55Q: 3 clusters Score -8243956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 43982 members 
Entering Unmasked Estep 
Score: -8243953.500000 Penalty: 5311.454590
	Iteration 56Q: 3 clusters Score -8243954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 43985 members 
Entering Unmasked Estep 
Score: -8243951.500000 Penalty: 5311.454590
	Iteration 57Q: 3 clusters Score -8243952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 43989 members 
Entering Unmasked Estep 
Score: -8243953.500000 Penalty: 5311.454590
	Iteration 58Q: 3 clusters Score -8243954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 43991 members 
Entering Unmasked Estep 
Score: -8243955.500000 Penalty: 5311.454590
	Iteration 59Q: 3 clusters Score -8243956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -8243955.500000 Penalty: 5311.454590
	Iteration 60F: 3 clusters Score -8243956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Entering Unmasked Estep 
Score: -405277.062500 Penalty: 1929.307861
	Iteration 0F: 2 clusters Score -405277.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -402403.750000 Penalty: 3858.615723
	Iteration 0F: 3 clusters Score -402403.8 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -403204.343750 Penalty: 3858.615723
	Iteration 1F: 3 clusters Score -403204.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -403541.718750 Penalty: 3858.615723
	Iteration 2F: 3 clusters Score -403541.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -403728.750000 Penalty: 3858.615723
	Iteration 3F: 3 clusters Score -403728.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -403853.343750 Penalty: 3858.615723
	Iteration 4Q: 3 clusters Score -403853.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -403964.406250 Penalty: 3858.615723
	Iteration 5Q: 3 clusters Score -403964.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -404045.812500 Penalty: 3858.615723
	Iteration 6Q: 3 clusters Score -404045.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -404105.875000 Penalty: 3858.615723
	Iteration 7Q: 3 clusters Score -404105.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -404172.125000 Penalty: 3858.615723
	Iteration 8Q: 3 clusters Score -404172.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -404216.968750 Penalty: 3858.615723
	Iteration 9Q: 3 clusters Score -404217 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -404250.000000 Penalty: 3858.615723
	Iteration 10Q: 3 clusters Score -404250 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -404277.687500 Penalty: 3858.615723
	Iteration 11Q: 3 clusters Score -404277.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -404303.250000 Penalty: 3858.615723
	Iteration 12Q: 3 clusters Score -404303.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -404320.437500 Penalty: 3858.615723
	Iteration 13Q: 3 clusters Score -404320.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -404338.562500 Penalty: 3858.615723
	Iteration 14Q: 3 clusters Score -404338.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -404366.812500 Penalty: 3858.615723
	Iteration 15Q: 3 clusters Score -404366.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -404391.000000 Penalty: 3858.615723
	Iteration 16Q: 3 clusters Score -404391 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -404415.781250 Penalty: 3858.615723
	Iteration 17Q: 3 clusters Score -404415.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -404447.906250 Penalty: 3858.615723
	Iteration 18Q: 3 clusters Score -404447.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -404470.687500 Penalty: 3858.615723
	Iteration 19Q: 3 clusters Score -404470.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -404491.125000 Penalty: 3858.615723
	Iteration 20F: 3 clusters Score -404491.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -404517.406250 Penalty: 3858.615723
	Iteration 21Q: 3 clusters Score -404517.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -404546.375000 Penalty: 3858.615723
	Iteration 22Q: 3 clusters Score -404546.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -404558.406250 Penalty: 3858.615723
	Iteration 23Q: 3 clusters Score -404558.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -404563.031250 Penalty: 3858.615723
	Iteration 24Q: 3 clusters Score -404563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -404567.406250 Penalty: 3858.615723
	Iteration 25Q: 3 clusters Score -404567.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -404572.187500 Penalty: 3858.615723
	Iteration 26Q: 3 clusters Score -404572.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -404574.937500 Penalty: 3858.615723
	Iteration 27Q: 3 clusters Score -404574.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -404575.937500 Penalty: 3858.615723
	Iteration 28Q: 3 clusters Score -404575.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -404576.468750 Penalty: 3858.615723
	Iteration 29Q: 3 clusters Score -404576.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -404576.468750 Penalty: 3858.615723
	Iteration 30F: 3 clusters Score -404576.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Entering Unmasked Estep 
Score: -129752.515625 Penalty: 1645.714844
	Iteration 0F: 2 clusters Score -129752.5 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 397 members 
Entering Unmasked Estep 
Score: -128060.625000 Penalty: 3291.429688
	Iteration 0F: 3 clusters Score -128060.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -128404.890625 Penalty: 3291.429688
	Iteration 1F: 3 clusters Score -128404.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -128556.382812 Penalty: 3291.429688
	Iteration 2F: 3 clusters Score -128556.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -128656.195312 Penalty: 3291.429688
	Iteration 3F: 3 clusters Score -128656.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -128738.453125 Penalty: 3291.429688
	Iteration 4F: 3 clusters Score -128738.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -128793.179688 Penalty: 3291.429688
	Iteration 5Q: 3 clusters Score -128793.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -128832.625000 Penalty: 3291.429688
	Iteration 6Q: 3 clusters Score -128832.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -128853.953125 Penalty: 3291.429688
	Iteration 7Q: 3 clusters Score -128854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -128866.226562 Penalty: 3291.429688
	Iteration 8Q: 3 clusters Score -128866.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -128868.554688 Penalty: 3291.429688
	Iteration 9Q: 3 clusters Score -128868.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -128872.804688 Penalty: 3291.429688
	Iteration 10Q: 3 clusters Score -128872.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -128880.468750 Penalty: 3291.429688
	Iteration 11Q: 3 clusters Score -128880.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -128893.429688 Penalty: 3291.429688
	Iteration 12Q: 3 clusters Score -128893.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -128908.351562 Penalty: 3291.429688
	Iteration 13Q: 3 clusters Score -128908.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -128915.687500 Penalty: 3291.429688
	Iteration 14Q: 3 clusters Score -128915.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -128919.320312 Penalty: 3291.429688
	Iteration 15Q: 3 clusters Score -128919.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -128923.359375 Penalty: 3291.429688
	Iteration 16Q: 3 clusters Score -128923.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -128923.359375 Penalty: 3291.429688
	Iteration 17F: 3 clusters Score -128923.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Entering Unmasked Estep 
Score: -221461.609375 Penalty: 1773.374023
	Iteration 0F: 2 clusters Score -221461.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -219333.578125 Penalty: 3546.748047
	Iteration 0F: 3 clusters Score -219333.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -219877.484375 Penalty: 3546.748047
	Iteration 1F: 3 clusters Score -219877.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -220292.421875 Penalty: 3546.748047
	Iteration 2F: 3 clusters Score -220292.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -220559.781250 Penalty: 3546.748047
	Iteration 3F: 3 clusters Score -220559.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -220760.546875 Penalty: 3546.748047
	Iteration 4F: 3 clusters Score -220760.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -220965.062500 Penalty: 3546.748047
	Iteration 5F: 3 clusters Score -220965.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -221133.781250 Penalty: 3546.748047
	Iteration 6Q: 3 clusters Score -221133.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -221251.718750 Penalty: 3546.748047
	Iteration 7Q: 3 clusters Score -221251.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -221360.984375 Penalty: 3546.748047
	Iteration 8Q: 3 clusters Score -221361 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -221378.203125 Penalty: 3546.748047
	Iteration 9Q: 3 clusters Score -221378.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -221380.687500 Penalty: 3546.748047
	Iteration 10Q: 3 clusters Score -221380.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -221381.890625 Penalty: 3546.748047
	Iteration 11Q: 3 clusters Score -221381.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -221390.203125 Penalty: 3546.748047
	Iteration 12Q: 3 clusters Score -221390.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -221395.421875 Penalty: 3546.748047
	Iteration 13Q: 3 clusters Score -221395.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -221396.484375 Penalty: 3546.748047
	Iteration 14Q: 3 clusters Score -221396.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -221397.437500 Penalty: 3546.748047
	Iteration 15Q: 3 clusters Score -221397.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -221397.765625 Penalty: 3546.748047
	Iteration 16F: 3 clusters Score -221397.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -221402.828125 Penalty: 3546.748047
	Iteration 17Q: 3 clusters Score -221402.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -221402.828125 Penalty: 3546.748047
	Iteration 18F: 3 clusters Score -221402.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (43894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Entering Unmasked Estep 
Score: -8033847.500000 Penalty: 2651.004150
	Iteration 0F: 2 clusters Score -8033848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -8005140.500000 Penalty: 5302.008301
	Iteration 0F: 3 clusters Score -8005140 nChanged 20124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -8016186.500000 Penalty: 5302.008301
	Iteration 1F: 3 clusters Score -8016186 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -8016748.000000 Penalty: 5302.008301
	Iteration 2Q: 3 clusters Score -8016748 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -8017317.000000 Penalty: 5302.008301
	Iteration 3Q: 3 clusters Score -8017317 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -8018116.500000 Penalty: 5302.008301
	Iteration 4Q: 3 clusters Score -8018116 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -8019394.500000 Penalty: 5302.008301
	Iteration 5Q: 3 clusters Score -8019394 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -8021036.000000 Penalty: 5302.008301
	Iteration 6F: 3 clusters Score -8021036 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -8023186.500000 Penalty: 5302.008301
	Iteration 7F: 3 clusters Score -8023186 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -8025388.000000 Penalty: 5302.008301
	Iteration 8F: 3 clusters Score -8025388 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -8027270.000000 Penalty: 5302.008301
	Iteration 9F: 3 clusters Score -8027270 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -8028332.500000 Penalty: 5302.008301
	Iteration 10Q: 3 clusters Score -8028332 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -8028982.500000 Penalty: 5302.008301
	Iteration 11Q: 3 clusters Score -8028982 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -8029415.000000 Penalty: 5302.008301
	Iteration 12Q: 3 clusters Score -8029415 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -8029809.500000 Penalty: 5302.008301
	Iteration 13Q: 3 clusters Score -8029810 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -8030134.000000 Penalty: 5302.008301
	Iteration 14Q: 3 clusters Score -8030134 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -8030398.000000 Penalty: 5302.008301
	Iteration 15Q: 3 clusters Score -8030398 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -8030630.500000 Penalty: 5302.008301
	Iteration 16Q: 3 clusters Score -8030630 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -8030933.000000 Penalty: 5302.008301
	Iteration 17Q: 3 clusters Score -8030933 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -8031157.500000 Penalty: 5302.008301
	Iteration 18Q: 3 clusters Score -8031158 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -8031374.500000 Penalty: 5302.008301
	Iteration 19Q: 3 clusters Score -8031374 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -8031511.000000 Penalty: 5302.008301
	Iteration 20F: 3 clusters Score -8031511 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
Score: -8031635.500000 Penalty: 5302.008301
	Iteration 21Q: 3 clusters Score -8031636 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -8031784.000000 Penalty: 5302.008301
	Iteration 22Q: 3 clusters Score -8031784 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 34800 members 
Entering Unmasked Estep 
Score: -8031887.500000 Penalty: 5302.008301
	Iteration 23Q: 3 clusters Score -8031888 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 35175 members 
Entering Unmasked Estep 
Score: -8032018.000000 Penalty: 5302.008301
	Iteration 24Q: 3 clusters Score -8032018 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -8032087.000000 Penalty: 5302.008301
	Iteration 25Q: 3 clusters Score -8032087 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -8032135.500000 Penalty: 5302.008301
	Iteration 26Q: 3 clusters Score -8032136 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -8032210.000000 Penalty: 5302.008301
	Iteration 27Q: 3 clusters Score -8032210 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 36635 members 
Entering Unmasked Estep 
Score: -8032260.500000 Penalty: 5302.008301
	Iteration 28Q: 3 clusters Score -8032260 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -8032316.000000 Penalty: 5302.008301
	Iteration 29Q: 3 clusters Score -8032316 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -8032393.000000 Penalty: 5302.008301
	Iteration 30Q: 3 clusters Score -8032393 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 37582 members 
Entering Unmasked Estep 
Score: -8032440.500000 Penalty: 5302.008301
	Iteration 31Q: 3 clusters Score -8032440 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 37883 members 
Entering Unmasked Estep 
Score: -8032462.000000 Penalty: 5302.008301
	Iteration 32Q: 3 clusters Score -8032462 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -8032557.500000 Penalty: 5302.008301
	Iteration 33Q: 3 clusters Score -8032558 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 38413 members 
Entering Unmasked Estep 
Score: -8032607.500000 Penalty: 5302.008301
	Iteration 34Q: 3 clusters Score -8032608 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -8032640.000000 Penalty: 5302.008301
	Iteration 35Q: 3 clusters Score -8032640 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -8032656.500000 Penalty: 5302.008301
	Iteration 36Q: 3 clusters Score -8032656 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -8032691.000000 Penalty: 5302.008301
	Iteration 37Q: 3 clusters Score -8032691 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -8032720.000000 Penalty: 5302.008301
	Iteration 38Q: 3 clusters Score -8032720 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -8032747.500000 Penalty: 5302.008301
	Iteration 39Q: 3 clusters Score -8032748 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -8032792.000000 Penalty: 5302.008301
	Iteration 40F: 3 clusters Score -8032792 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -8032781.000000 Penalty: 5302.008301
	Iteration 41Q: 3 clusters Score -8032781 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -8032802.500000 Penalty: 5302.008301
	Iteration 42Q: 3 clusters Score -8032802 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 40100 members 
Entering Unmasked Estep 
Score: -8032811.500000 Penalty: 5302.008301
	Iteration 43Q: 3 clusters Score -8032812 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -8032834.000000 Penalty: 5302.008301
	Iteration 44Q: 3 clusters Score -8032834 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -8032832.500000 Penalty: 5302.008301
	Iteration 45Q: 3 clusters Score -8032832 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -8032843.000000 Penalty: 5302.008301
	Iteration 46Q: 3 clusters Score -8032843 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -8032849.000000 Penalty: 5302.008301
	Iteration 47Q: 3 clusters Score -8032849 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -8032856.500000 Penalty: 5302.008301
	Iteration 48Q: 3 clusters Score -8032856 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -8032863.500000 Penalty: 5302.008301
	Iteration 49Q: 3 clusters Score -8032864 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -8032866.500000 Penalty: 5302.008301
	Iteration 50Q: 3 clusters Score -8032866 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -8032854.000000 Penalty: 5302.008301
	Iteration 51Q: 3 clusters Score -8032854 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -8032861.000000 Penalty: 5302.008301
	Iteration 52Q: 3 clusters Score -8032861 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -8032866.500000 Penalty: 5302.008301
	Iteration 53Q: 3 clusters Score -8032866 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 40963 members 
Entering Unmasked Estep 
Score: -8032866.500000 Penalty: 5302.008301
	Iteration 54Q: 3 clusters Score -8032866 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -8032865.000000 Penalty: 5302.008301
	Iteration 55Q: 3 clusters Score -8032865 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 41050 members 
Entering Unmasked Estep 
Score: -8032866.000000 Penalty: 5302.008301
	Iteration 56Q: 3 clusters Score -8032866 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 41085 members 
Entering Unmasked Estep 
Score: -8032873.000000 Penalty: 5302.008301
	Iteration 57Q: 3 clusters Score -8032873 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 41118 members 
Entering Unmasked Estep 
Score: -8032872.000000 Penalty: 5302.008301
	Iteration 58Q: 3 clusters Score -8032872 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -8032869.000000 Penalty: 5302.008301
	Iteration 59Q: 3 clusters Score -8032869 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 41186 members 
Entering Unmasked Estep 
Score: -8032863.500000 Penalty: 5302.008301
	Iteration 60F: 3 clusters Score -8032864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 41212 members 
Entering Unmasked Estep 
Score: -8032879.000000 Penalty: 5302.008301
	Iteration 61Q: 3 clusters Score -8032879 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -8032883.500000 Penalty: 5302.008301
	Iteration 62Q: 3 clusters Score -8032884 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -8032868.000000 Penalty: 5302.008301
	Iteration 63Q: 3 clusters Score -8032868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 41315 members 
Entering Unmasked Estep 
Score: -8032870.500000 Penalty: 5302.008301
	Iteration 64Q: 3 clusters Score -8032870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 41339 members 
Entering Unmasked Estep 
Score: -8032877.000000 Penalty: 5302.008301
	Iteration 65Q: 3 clusters Score -8032877 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -8032883.500000 Penalty: 5302.008301
	Iteration 66Q: 3 clusters Score -8032884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -8032893.500000 Penalty: 5302.008301
	Iteration 67Q: 3 clusters Score -8032894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -8032900.500000 Penalty: 5302.008301
	Iteration 68Q: 3 clusters Score -8032900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -8032896.000000 Penalty: 5302.008301
	Iteration 69Q: 3 clusters Score -8032896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 41420 members 
Entering Unmasked Estep 
Score: -8032904.500000 Penalty: 5302.008301
	Iteration 70Q: 3 clusters Score -8032904 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -8032893.000000 Penalty: 5302.008301
	Iteration 71Q: 3 clusters Score -8032893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -8032893.000000 Penalty: 5302.008301
	Iteration 72Q: 3 clusters Score -8032893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -8032891.500000 Penalty: 5302.008301
	Iteration 73Q: 3 clusters Score -8032892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
Score: -8032882.500000 Penalty: 5302.008301
	Iteration 74Q: 3 clusters Score -8032882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -8032877.000000 Penalty: 5302.008301
	Iteration 75Q: 3 clusters Score -8032877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -8032888.000000 Penalty: 5302.008301
	Iteration 76Q: 3 clusters Score -8032888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 41500 members 
Entering Unmasked Estep 
Score: -8032889.500000 Penalty: 5302.008301
	Iteration 77Q: 3 clusters Score -8032890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -8032885.500000 Penalty: 5302.008301
	Iteration 78Q: 3 clusters Score -8032886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 41506 members 
Entering Unmasked Estep 
Score: -8032890.500000 Penalty: 5302.008301
	Iteration 79Q: 3 clusters Score -8032890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -8032897.000000 Penalty: 5302.008301
	Iteration 80F: 3 clusters Score -8032897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -8032892.500000 Penalty: 5302.008301
	Iteration 81Q: 3 clusters Score -8032892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 41524 members 
Entering Unmasked Estep 
Score: -8032889.500000 Penalty: 5302.008301
	Iteration 82Q: 3 clusters Score -8032890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -8032900.000000 Penalty: 5302.008301
	Iteration 83Q: 3 clusters Score -8032900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -8032907.000000 Penalty: 5302.008301
	Iteration 84Q: 3 clusters Score -8032907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -8032902.000000 Penalty: 5302.008301
	Iteration 85Q: 3 clusters Score -8032902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -8032902.000000 Penalty: 5302.008301
	Iteration 86F: 3 clusters Score -8032902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -80537.273438 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -80537.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -79003.093750 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -79003.09 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -79463.765625 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -79463.77 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -79644.750000 Penalty: 3197.076904
	Iteration 2F: 3 clusters Score -79644.75 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -79782.953125 Penalty: 3197.076904
	Iteration 3Q: 3 clusters Score -79782.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -79821.812500 Penalty: 3197.076904
	Iteration 4Q: 3 clusters Score -79821.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -79848.132812 Penalty: 3197.076904
	Iteration 5Q: 3 clusters Score -79848.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -79866.421875 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -79866.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -79877.320312 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -79877.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -79882.671875 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -79882.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -79886.671875 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -79886.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -79897.757812 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -79897.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -79915.593750 Penalty: 3197.076904
	Iteration 11Q: 3 clusters Score -79915.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -79927.031250 Penalty: 3197.076904
	Iteration 12Q: 3 clusters Score -79927.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -79967.796875 Penalty: 3197.076904
	Iteration 13Q: 3 clusters Score -79967.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -80011.546875 Penalty: 3197.076904
	Iteration 14Q: 3 clusters Score -80011.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -80035.101562 Penalty: 3197.076904
	Iteration 15Q: 3 clusters Score -80035.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -80045.968750 Penalty: 3197.076904
	Iteration 16Q: 3 clusters Score -80045.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -80053.953125 Penalty: 3197.076904
	Iteration 17Q: 3 clusters Score -80053.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -80064.820312 Penalty: 3197.076904
	Iteration 18Q: 3 clusters Score -80064.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -80077.546875 Penalty: 3197.076904
	Iteration 19Q: 3 clusters Score -80077.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -80108.687500 Penalty: 3197.076904
	Iteration 20F: 3 clusters Score -80108.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -80190.304688 Penalty: 3197.076904
	Iteration 21Q: 3 clusters Score -80190.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -80219.367188 Penalty: 3197.076904
	Iteration 22Q: 3 clusters Score -80219.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -80229.117188 Penalty: 3197.076904
	Iteration 23Q: 3 clusters Score -80229.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -80238.781250 Penalty: 3197.076904
	Iteration 24Q: 3 clusters Score -80238.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -80239.257812 Penalty: 3197.076904
	Iteration 25Q: 3 clusters Score -80239.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -80239.257812 Penalty: 3197.076904
	Iteration 26F: 3 clusters Score -80239.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48164 members 
Entering Unmasked Estep 
Score: -8728752.000000 Penalty: 2674.026855
	Iteration 0F: 2 clusters Score -8728752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -8697996.000000 Penalty: 5348.053711
	Iteration 0F: 3 clusters Score -8697996 nChanged 22179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -8710079.000000 Penalty: 5348.053711
	Iteration 1F: 3 clusters Score -8710079 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -8710492.000000 Penalty: 5348.053711
	Iteration 2Q: 3 clusters Score -8710492 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 25904 members 
Entering Unmasked Estep 
Score: -8711033.000000 Penalty: 5348.053711
	Iteration 3Q: 3 clusters Score -8711033 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -8711657.000000 Penalty: 5348.053711
	Iteration 4Q: 3 clusters Score -8711657 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -8712370.000000 Penalty: 5348.053711
	Iteration 5Q: 3 clusters Score -8712370 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -8713354.000000 Penalty: 5348.053711
	Iteration 6Q: 3 clusters Score -8713354 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -8714608.000000 Penalty: 5348.053711
	Iteration 7Q: 3 clusters Score -8714608 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -8716282.000000 Penalty: 5348.053711
	Iteration 8F: 3 clusters Score -8716282 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -8718131.000000 Penalty: 5348.053711
	Iteration 9F: 3 clusters Score -8718131 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 37785 members 
Entering Unmasked Estep 
Score: -8720141.000000 Penalty: 5348.053711
	Iteration 10F: 3 clusters Score -8720141 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -8721936.000000 Penalty: 5348.053711
	Iteration 11F: 3 clusters Score -8721936 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
Score: -8723694.000000 Penalty: 5348.053711
	Iteration 12Q: 3 clusters Score -8723694 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 43941 members 
Entering Unmasked Estep 
Score: -8724938.000000 Penalty: 5348.053711
	Iteration 13Q: 3 clusters Score -8724938 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 45247 members 
Entering Unmasked Estep 
Score: -8725635.000000 Penalty: 5348.053711
	Iteration 14Q: 3 clusters Score -8725635 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -8726077.000000 Penalty: 5348.053711
	Iteration 15Q: 3 clusters Score -8726077 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 46740 members 
Entering Unmasked Estep 
Score: -8726231.000000 Penalty: 5348.053711
	Iteration 16Q: 3 clusters Score -8726231 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 47098 members 
Entering Unmasked Estep 
Score: -8726340.000000 Penalty: 5348.053711
	Iteration 17Q: 3 clusters Score -8726340 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 47309 members 
Entering Unmasked Estep 
Score: -8726436.000000 Penalty: 5348.053711
	Iteration 18Q: 3 clusters Score -8726436 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 47445 members 
Entering Unmasked Estep 
Score: -8726510.000000 Penalty: 5348.053711
	Iteration 19Q: 3 clusters Score -8726510 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 47529 members 
Entering Unmasked Estep 
Score: -8726542.000000 Penalty: 5348.053711
	Iteration 20F: 3 clusters Score -8726542 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -8726551.000000 Penalty: 5348.053711
	Iteration 21Q: 3 clusters Score -8726551 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 47630 members 
Entering Unmasked Estep 
Score: -8726578.000000 Penalty: 5348.053711
	Iteration 22Q: 3 clusters Score -8726578 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 47659 members 
Entering Unmasked Estep 
Score: -8726600.000000 Penalty: 5348.053711
	Iteration 23Q: 3 clusters Score -8726600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 47682 members 
Entering Unmasked Estep 
Score: -8726611.000000 Penalty: 5348.053711
	Iteration 24Q: 3 clusters Score -8726611 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 47694 members 
Entering Unmasked Estep 
Score: -8726602.000000 Penalty: 5348.053711
	Iteration 25Q: 3 clusters Score -8726602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 47700 members 
Entering Unmasked Estep 
Score: -8726618.000000 Penalty: 5348.053711
	Iteration 26Q: 3 clusters Score -8726618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 47704 members 
Entering Unmasked Estep 
Score: -8726611.000000 Penalty: 5348.053711
	Iteration 27Q: 3 clusters Score -8726611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 47713 members 
Entering Unmasked Estep 
Score: -8726620.000000 Penalty: 5348.053711
	Iteration 28Q: 3 clusters Score -8726620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 47721 members 
Entering Unmasked Estep 
Score: -8726634.000000 Penalty: 5348.053711
	Iteration 29Q: 3 clusters Score -8726634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 47723 members 
Entering Unmasked Estep 
Score: -8726641.000000 Penalty: 5348.053711
	Iteration 30Q: 3 clusters Score -8726641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 47728 members 
Entering Unmasked Estep 
Score: -8726644.000000 Penalty: 5348.053711
	Iteration 31Q: 3 clusters Score -8726644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 47733 members 
Entering Unmasked Estep 
Score: -8726649.000000 Penalty: 5348.053711
	Iteration 32Q: 3 clusters Score -8726649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 47739 members 
Entering Unmasked Estep 
Score: -8726642.000000 Penalty: 5348.053711
	Iteration 33Q: 3 clusters Score -8726642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 47745 members 
Entering Unmasked Estep 
Score: -8726662.000000 Penalty: 5348.053711
	Iteration 34Q: 3 clusters Score -8726662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 47747 members 
Entering Unmasked Estep 
Score: -8726652.000000 Penalty: 5348.053711
	Iteration 35Q: 3 clusters Score -8726652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 47751 members 
Entering Unmasked Estep 
Score: -8726661.000000 Penalty: 5348.053711
	Iteration 36Q: 3 clusters Score -8726661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 47755 members 
Entering Unmasked Estep 
Score: -8726662.000000 Penalty: 5348.053711
	Iteration 37Q: 3 clusters Score -8726662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 47763 members 
Entering Unmasked Estep 
Score: -8726660.000000 Penalty: 5348.053711
	Iteration 38Q: 3 clusters Score -8726660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 47765 members 
Entering Unmasked Estep 
Score: -8726661.000000 Penalty: 5348.053711
	Iteration 39Q: 3 clusters Score -8726661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 47769 members 
Entering Unmasked Estep 
Score: -8726662.000000 Penalty: 5348.053711
	Iteration 40F: 3 clusters Score -8726662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 47772 members 
Entering Unmasked Estep 
Score: -8726668.000000 Penalty: 5348.053711
	Iteration 41Q: 3 clusters Score -8726668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 47774 members 
Entering Unmasked Estep 
Score: -8726672.000000 Penalty: 5348.053711
	Iteration 42Q: 3 clusters Score -8726672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 47775 members 
Entering Unmasked Estep 
Score: -8726671.000000 Penalty: 5348.053711
	Iteration 43Q: 3 clusters Score -8726671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 47778 members 
Entering Unmasked Estep 
Score: -8726670.000000 Penalty: 5348.053711
	Iteration 44Q: 3 clusters Score -8726670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 47782 members 
Entering Unmasked Estep 
Score: -8726681.000000 Penalty: 5348.053711
	Iteration 45Q: 3 clusters Score -8726681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 47782 members 
Entering Unmasked Estep 
Score: -8726679.000000 Penalty: 5348.053711
	Iteration 46Q: 3 clusters Score -8726679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 47782 members 
Entering Unmasked Estep 
Score: -8726679.000000 Penalty: 5348.053711
	Iteration 47F: 3 clusters Score -8726679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Entering Unmasked Estep 
Score: -55820.851562 Penalty: 1490.185669
	Iteration 0F: 2 clusters Score -55820.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -54436.363281 Penalty: 2980.371338
	Iteration 0F: 3 clusters Score -54436.36 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -54646.082031 Penalty: 2980.371338
	Iteration 1F: 3 clusters Score -54646.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -54720.320312 Penalty: 2980.371338
	Iteration 2F: 3 clusters Score -54720.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -54760.261719 Penalty: 2980.371338
	Iteration 3Q: 3 clusters Score -54760.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -54788.132812 Penalty: 2980.371338
	Iteration 4Q: 3 clusters Score -54788.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -54802.191406 Penalty: 2980.371338
	Iteration 5Q: 3 clusters Score -54802.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -54810.394531 Penalty: 2980.371338
	Iteration 6Q: 3 clusters Score -54810.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -54810.394531 Penalty: 2980.371338
	Iteration 7F: 3 clusters Score -54810.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26107 members 
Entering Unmasked Estep 
Score: -4636785.000000 Penalty: 2522.149902
	Iteration 0F: 2 clusters Score -4636785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -4618808.000000 Penalty: 5044.299805
	Iteration 0F: 3 clusters Score -4618808 nChanged 11604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -4625073.000000 Penalty: 5044.299805
	Iteration 1F: 3 clusters Score -4625073 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -4625533.500000 Penalty: 5044.299805
	Iteration 2Q: 3 clusters Score -4625534 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -4625995.000000 Penalty: 5044.299805
	Iteration 3Q: 3 clusters Score -4625995 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -4626448.500000 Penalty: 5044.299805
	Iteration 4Q: 3 clusters Score -4626448 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -4626936.500000 Penalty: 5044.299805
	Iteration 5Q: 3 clusters Score -4626936 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -4627534.500000 Penalty: 5044.299805
	Iteration 6Q: 3 clusters Score -4627534 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -4628244.000000 Penalty: 5044.299805
	Iteration 7Q: 3 clusters Score -4628244 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -4629011.000000 Penalty: 5044.299805
	Iteration 8Q: 3 clusters Score -4629011 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -4629803.000000 Penalty: 5044.299805
	Iteration 9Q: 3 clusters Score -4629803 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -4630639.000000 Penalty: 5044.299805
	Iteration 10Q: 3 clusters Score -4630639 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -4631458.500000 Penalty: 5044.299805
	Iteration 11Q: 3 clusters Score -4631458 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -4632229.000000 Penalty: 5044.299805
	Iteration 12Q: 3 clusters Score -4632229 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -4632917.000000 Penalty: 5044.299805
	Iteration 13Q: 3 clusters Score -4632917 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -4633440.500000 Penalty: 5044.299805
	Iteration 14Q: 3 clusters Score -4633440 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -4633820.000000 Penalty: 5044.299805
	Iteration 15Q: 3 clusters Score -4633820 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -4634095.000000 Penalty: 5044.299805
	Iteration 16Q: 3 clusters Score -4634095 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4634274.500000 Penalty: 5044.299805
	Iteration 17Q: 3 clusters Score -4634274 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4634398.000000 Penalty: 5044.299805
	Iteration 18Q: 3 clusters Score -4634398 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -4634494.000000 Penalty: 5044.299805
	Iteration 19Q: 3 clusters Score -4634494 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4634577.500000 Penalty: 5044.299805
	Iteration 20F: 3 clusters Score -4634578 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4634625.500000 Penalty: 5044.299805
	Iteration 21Q: 3 clusters Score -4634626 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -4634661.000000 Penalty: 5044.299805
	Iteration 22Q: 3 clusters Score -4634661 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4634697.000000 Penalty: 5044.299805
	Iteration 23Q: 3 clusters Score -4634697 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -4634739.500000 Penalty: 5044.299805
	Iteration 24Q: 3 clusters Score -4634740 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -4634747.500000 Penalty: 5044.299805
	Iteration 25Q: 3 clusters Score -4634748 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4634760.000000 Penalty: 5044.299805
	Iteration 26Q: 3 clusters Score -4634760 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4634764.500000 Penalty: 5044.299805
	Iteration 27Q: 3 clusters Score -4634764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25123 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -4634777.500000 Penalty: 5044.299805
	Iteration 28Q: 3 clusters Score -4634778 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4634799.500000 Penalty: 5044.299805
	Iteration 29Q: 3 clusters Score -4634800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -4634803.500000 Penalty: 5044.299805
	Iteration 30Q: 3 clusters Score -4634804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4634808.000000 Penalty: 5044.299805
	Iteration 31Q: 3 clusters Score -4634808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -4634810.000000 Penalty: 5044.299805
	Iteration 32Q: 3 clusters Score -4634810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4634814.000000 Penalty: 5044.299805
	Iteration 33Q: 3 clusters Score -4634814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -4634813.500000 Penalty: 5044.299805
	Iteration 34Q: 3 clusters Score -4634814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4634816.000000 Penalty: 5044.299805
	Iteration 35Q: 3 clusters Score -4634816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4634819.500000 Penalty: 5044.299805
	Iteration 36Q: 3 clusters Score -4634820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4634825.000000 Penalty: 5044.299805
	Iteration 37Q: 3 clusters Score -4634825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -4634830.500000 Penalty: 5044.299805
	Iteration 38Q: 3 clusters Score -4634830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -4634824.500000 Penalty: 5044.299805
	Iteration 39Q: 3 clusters Score -4634824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4634829.000000 Penalty: 5044.299805
	Iteration 40F: 3 clusters Score -4634829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -4634833.500000 Penalty: 5044.299805
	Iteration 41Q: 3 clusters Score -4634834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4634830.500000 Penalty: 5044.299805
	Iteration 42Q: 3 clusters Score -4634830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4634835.500000 Penalty: 5044.299805
	Iteration 43Q: 3 clusters Score -4634836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25236 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -4634835.500000 Penalty: 5044.299805
	Iteration 44F: 3 clusters Score -4634836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (38737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Entering Unmasked Estep 
Score: -7033506.000000 Penalty: 2620.008545
	Iteration 0F: 2 clusters Score -7033506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -7007255.000000 Penalty: 5240.017090
	Iteration 0F: 3 clusters Score -7007255 nChanged 17640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -7016891.000000 Penalty: 5240.017090
	Iteration 1F: 3 clusters Score -7016891 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -7017373.500000 Penalty: 5240.017090
	Iteration 2Q: 3 clusters Score -7017374 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -7017897.500000 Penalty: 5240.017090
	Iteration 3Q: 3 clusters Score -7017898 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -7018298.000000 Penalty: 5240.017090
	Iteration 4Q: 3 clusters Score -7018298 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -7018881.000000 Penalty: 5240.017090
	Iteration 5Q: 3 clusters Score -7018881 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -7019674.500000 Penalty: 5240.017090
	Iteration 6Q: 3 clusters Score -7019674 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -7020865.500000 Penalty: 5240.017090
	Iteration 7F: 3 clusters Score -7020866 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
Score: -7022634.500000 Penalty: 5240.017090
	Iteration 8F: 3 clusters Score -7022634 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -7024740.500000 Penalty: 5240.017090
	Iteration 9F: 3 clusters Score -7024740 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -7026909.500000 Penalty: 5240.017090
	Iteration 10F: 3 clusters Score -7026910 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -7028705.000000 Penalty: 5240.017090
	Iteration 11F: 3 clusters Score -7028705 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 36967 members 
Entering Unmasked Estep 
Score: -7029846.000000 Penalty: 5240.017090
	Iteration 12Q: 3 clusters Score -7029846 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 37615 members 
Entering Unmasked Estep 
Score: -7030473.000000 Penalty: 5240.017090
	Iteration 13Q: 3 clusters Score -7030473 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -7030802.000000 Penalty: 5240.017090
	Iteration 14Q: 3 clusters Score -7030802 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -7030944.000000 Penalty: 5240.017090
	Iteration 15Q: 3 clusters Score -7030944 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -7031037.000000 Penalty: 5240.017090
	Iteration 16Q: 3 clusters Score -7031037 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
Score: -7031091.000000 Penalty: 5240.017090
	Iteration 17Q: 3 clusters Score -7031091 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -7031133.000000 Penalty: 5240.017090
	Iteration 18Q: 3 clusters Score -7031133 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -7031159.000000 Penalty: 5240.017090
	Iteration 19Q: 3 clusters Score -7031159 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 38297 members 
Entering Unmasked Estep 
Score: -7031178.500000 Penalty: 5240.017090
	Iteration 20F: 3 clusters Score -7031178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -7031194.500000 Penalty: 5240.017090
	Iteration 21Q: 3 clusters Score -7031194 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -7031210.000000 Penalty: 5240.017090
	Iteration 22Q: 3 clusters Score -7031210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 38321 members 
Entering Unmasked Estep 
Score: -7031213.000000 Penalty: 5240.017090
	Iteration 23Q: 3 clusters Score -7031213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 38328 members 
Entering Unmasked Estep 
Score: -7031218.000000 Penalty: 5240.017090
	Iteration 24Q: 3 clusters Score -7031218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -7031221.000000 Penalty: 5240.017090
	Iteration 25Q: 3 clusters Score -7031221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -7031229.500000 Penalty: 5240.017090
	Iteration 26Q: 3 clusters Score -7031230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -7031225.000000 Penalty: 5240.017090
	Iteration 27Q: 3 clusters Score -7031225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -7031227.000000 Penalty: 5240.017090
	Iteration 28Q: 3 clusters Score -7031227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 38343 members 
Entering Unmasked Estep 
Score: -7031226.500000 Penalty: 5240.017090
	Iteration 29Q: 3 clusters Score -7031226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -7031230.500000 Penalty: 5240.017090
	Iteration 30Q: 3 clusters Score -7031230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -7031230.500000 Penalty: 5240.017090
	Iteration 31Q: 3 clusters Score -7031230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -7031235.000000 Penalty: 5240.017090
	Iteration 32Q: 3 clusters Score -7031235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -7031238.000000 Penalty: 5240.017090
	Iteration 33Q: 3 clusters Score -7031238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -7031243.500000 Penalty: 5240.017090
	Iteration 34Q: 3 clusters Score -7031244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -7031243.500000 Penalty: 5240.017090
	Iteration 35F: 3 clusters Score -7031244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (47260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47260 members 
Entering Unmasked Estep 
Score: -8712496.000000 Penalty: 2669.327881
	Iteration 0F: 2 clusters Score -8712496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -8682635.000000 Penalty: 5338.655762
	Iteration 0F: 3 clusters Score -8682635 nChanged 21749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -8694583.000000 Penalty: 5338.655762
	Iteration 1F: 3 clusters Score -8694583 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -8695196.000000 Penalty: 5338.655762
	Iteration 2Q: 3 clusters Score -8695196 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -8695620.000000 Penalty: 5338.655762
	Iteration 3Q: 3 clusters Score -8695620 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -8696211.000000 Penalty: 5338.655762
	Iteration 4Q: 3 clusters Score -8696211 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -8696987.000000 Penalty: 5338.655762
	Iteration 5Q: 3 clusters Score -8696987 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -8698098.000000 Penalty: 5338.655762
	Iteration 6Q: 3 clusters Score -8698098 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -8699716.000000 Penalty: 5338.655762
	Iteration 7F: 3 clusters Score -8699716 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -8701881.000000 Penalty: 5338.655762
	Iteration 8F: 3 clusters Score -8701881 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -8704367.000000 Penalty: 5338.655762
	Iteration 9F: 3 clusters Score -8704367 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -8706834.000000 Penalty: 5338.655762
	Iteration 10F: 3 clusters Score -8706834 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -8708507.000000 Penalty: 5338.655762
	Iteration 11F: 3 clusters Score -8708507 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45066 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -8709457.000000 Penalty: 5338.655762
	Iteration 12Q: 3 clusters Score -8709457 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45990 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -8709859.000000 Penalty: 5338.655762
	Iteration 13Q: 3 clusters Score -8709859 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46465 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -8710046.000000 Penalty: 5338.655762
	Iteration 14Q: 3 clusters Score -8710046 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46691 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8710156.000000 Penalty: 5338.655762
	Iteration 15Q: 3 clusters Score -8710156 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46778 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8710202.000000 Penalty: 5338.655762
	Iteration 16Q: 3 clusters Score -8710202 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46830 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -8710252.000000 Penalty: 5338.655762
	Iteration 17Q: 3 clusters Score -8710252 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -8710264.000000 Penalty: 5338.655762
	Iteration 18Q: 3 clusters Score -8710264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46883 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -8710274.000000 Penalty: 5338.655762
	Iteration 19Q: 3 clusters Score -8710274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8710304.000000 Penalty: 5338.655762
	Iteration 20F: 3 clusters Score -8710304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46908 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8710311.000000 Penalty: 5338.655762
	Iteration 21Q: 3 clusters Score -8710311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46911 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8710313.000000 Penalty: 5338.655762
	Iteration 22Q: 3 clusters Score -8710313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -8710319.000000 Penalty: 5338.655762
	Iteration 23Q: 3 clusters Score -8710319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46917 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8710318.000000 Penalty: 5338.655762
	Iteration 24Q: 3 clusters Score -8710318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46919 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8710322.000000 Penalty: 5338.655762
	Iteration 25Q: 3 clusters Score -8710322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46920 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8710329.000000 Penalty: 5338.655762
	Iteration 26Q: 3 clusters Score -8710329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46921 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -8710326.000000 Penalty: 5338.655762
	Iteration 27Q: 3 clusters Score -8710326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46924 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -8710328.000000 Penalty: 5338.655762
	Iteration 28Q: 3 clusters Score -8710328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46924 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -8710328.000000 Penalty: 5338.655762
	Iteration 29F: 3 clusters Score -8710328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (48363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48363 members 
Entering Unmasked Estep 
Score: -8903122.000000 Penalty: 2675.049561
	Iteration 0F: 2 clusters Score -8903122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -8873006.000000 Penalty: 5350.099121
	Iteration 0F: 3 clusters Score -8873006 nChanged 22451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -8885528.000000 Penalty: 5350.099121
	Iteration 1F: 3 clusters Score -8885528 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -8886179.000000 Penalty: 5350.099121
	Iteration 2Q: 3 clusters Score -8886179 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -8886905.000000 Penalty: 5350.099121
	Iteration 3Q: 3 clusters Score -8886905 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -8887861.000000 Penalty: 5350.099121
	Iteration 4Q: 3 clusters Score -8887861 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -8889316.000000 Penalty: 5350.099121
	Iteration 5F: 3 clusters Score -8889316 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35257 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -8891508.000000 Penalty: 5350.099121
	Iteration 6F: 3 clusters Score -8891508 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38799 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -8894450.000000 Penalty: 5350.099121
	Iteration 7F: 3 clusters Score -8894450 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -8897515.000000 Penalty: 5350.099121
	Iteration 8F: 3 clusters Score -8897515 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45422 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -8899344.000000 Penalty: 5350.099121
	Iteration 9F: 3 clusters Score -8899344 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46979 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -8900163.000000 Penalty: 5350.099121
	Iteration 10Q: 3 clusters Score -8900163 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47622 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -8900451.000000 Penalty: 5350.099121
	Iteration 11Q: 3 clusters Score -8900451 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47882 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8900670.000000 Penalty: 5350.099121
	Iteration 12Q: 3 clusters Score -8900670 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47991 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -8900748.000000 Penalty: 5350.099121
	Iteration 13Q: 3 clusters Score -8900748 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48030 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8900807.000000 Penalty: 5350.099121
	Iteration 14Q: 3 clusters Score -8900807 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48041 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8900822.000000 Penalty: 5350.099121
	Iteration 15Q: 3 clusters Score -8900822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48054 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -8900839.000000 Penalty: 5350.099121
	Iteration 16Q: 3 clusters Score -8900839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48063 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8900850.000000 Penalty: 5350.099121
	Iteration 17Q: 3 clusters Score -8900850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48066 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8900861.000000 Penalty: 5350.099121
	Iteration 18Q: 3 clusters Score -8900861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48070 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8900857.000000 Penalty: 5350.099121
	Iteration 19Q: 3 clusters Score -8900857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48076 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8900864.000000 Penalty: 5350.099121
	Iteration 20F: 3 clusters Score -8900864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48076 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8900868.000000 Penalty: 5350.099121
	Iteration 21Q: 3 clusters Score -8900868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48078 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8900872.000000 Penalty: 5350.099121
	Iteration 22Q: 3 clusters Score -8900872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48079 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8900870.000000 Penalty: 5350.099121
	Iteration 23Q: 3 clusters Score -8900870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48080 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8900869.000000 Penalty: 5350.099121
	Iteration 24Q: 3 clusters Score -8900869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48081 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -8900862.000000 Penalty: 5350.099121
	Iteration 25Q: 3 clusters Score -8900862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48080 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8900865.000000 Penalty: 5350.099121
	Iteration 26Q: 3 clusters Score -8900865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48079 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8900862.000000 Penalty: 5350.099121
	Iteration 27Q: 3 clusters Score -8900862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48079 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8900862.000000 Penalty: 5350.099121
	Iteration 28F: 3 clusters Score -8900862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (48920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48920 members 
Entering Unmasked Estep 
Score: -8972054.000000 Penalty: 2677.889404
	Iteration 0F: 2 clusters Score -8972054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -8941367.000000 Penalty: 5355.778809
	Iteration 0F: 3 clusters Score -8941367 nChanged 22655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -8954137.000000 Penalty: 5355.778809
	Iteration 1F: 3 clusters Score -8954137 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -8954878.000000 Penalty: 5355.778809
	Iteration 2Q: 3 clusters Score -8954878 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -8955611.000000 Penalty: 5355.778809
	Iteration 3Q: 3 clusters Score -8955611 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -8956563.000000 Penalty: 5355.778809
	Iteration 4Q: 3 clusters Score -8956563 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -8957838.000000 Penalty: 5355.778809
	Iteration 5Q: 3 clusters Score -8957838 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -8959863.000000 Penalty: 5355.778809
	Iteration 6F: 3 clusters Score -8959863 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -8962710.000000 Penalty: 5355.778809
	Iteration 7F: 3 clusters Score -8962710 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -8965431.000000 Penalty: 5355.778809
	Iteration 8F: 3 clusters Score -8965431 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -8966982.000000 Penalty: 5355.778809
	Iteration 9F: 3 clusters Score -8966982 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -8967879.000000 Penalty: 5355.778809
	Iteration 10Q: 3 clusters Score -8967879 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -8968599.000000 Penalty: 5355.778809
	Iteration 11Q: 3 clusters Score -8968599 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -8969236.000000 Penalty: 5355.778809
	Iteration 12Q: 3 clusters Score -8969236 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -8969710.000000 Penalty: 5355.778809
	Iteration 13Q: 3 clusters Score -8969710 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -8970127.000000 Penalty: 5355.778809
	Iteration 14Q: 3 clusters Score -8970127 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -8970380.000000 Penalty: 5355.778809
	Iteration 15Q: 3 clusters Score -8970380 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -8970578.000000 Penalty: 5355.778809
	Iteration 16Q: 3 clusters Score -8970578 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -8970661.000000 Penalty: 5355.778809
	Iteration 17Q: 3 clusters Score -8970661 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -8970693.000000 Penalty: 5355.778809
	Iteration 18Q: 3 clusters Score -8970693 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -8970739.000000 Penalty: 5355.778809
	Iteration 19Q: 3 clusters Score -8970739 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -8970764.000000 Penalty: 5355.778809
	Iteration 20F: 3 clusters Score -8970764 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -8970785.000000 Penalty: 5355.778809
	Iteration 21Q: 3 clusters Score -8970785 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -8970805.000000 Penalty: 5355.778809
	Iteration 22Q: 3 clusters Score -8970805 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -8970821.000000 Penalty: 5355.778809
	Iteration 23Q: 3 clusters Score -8970821 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -8970834.000000 Penalty: 5355.778809
	Iteration 24Q: 3 clusters Score -8970834 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -8970839.000000 Penalty: 5355.778809
	Iteration 25Q: 3 clusters Score -8970839 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -8970853.000000 Penalty: 5355.778809
	Iteration 26Q: 3 clusters Score -8970853 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -8970864.000000 Penalty: 5355.778809
	Iteration 27Q: 3 clusters Score -8970864 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -8970875.000000 Penalty: 5355.778809
	Iteration 28Q: 3 clusters Score -8970875 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -8970860.000000 Penalty: 5355.778809
	Iteration 29Q: 3 clusters Score -8970860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -8970860.000000 Penalty: 5355.778809
	Iteration 30Q: 3 clusters Score -8970860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -8970860.000000 Penalty: 5355.778809
	Iteration 31Q: 3 clusters Score -8970860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -8970860.000000 Penalty: 5355.778809
	Iteration 32Q: 3 clusters Score -8970860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -8970852.000000 Penalty: 5355.778809
	Iteration 33Q: 3 clusters Score -8970852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -8970853.000000 Penalty: 5355.778809
	Iteration 34Q: 3 clusters Score -8970853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -8970844.000000 Penalty: 5355.778809
	Iteration 35Q: 3 clusters Score -8970844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -8970849.000000 Penalty: 5355.778809
	Iteration 36Q: 3 clusters Score -8970849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -8970849.000000 Penalty: 5355.778809
	Iteration 37Q: 3 clusters Score -8970849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -8970850.000000 Penalty: 5355.778809
	Iteration 38Q: 3 clusters Score -8970850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -8970849.000000 Penalty: 5355.778809
	Iteration 39Q: 3 clusters Score -8970849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -8970850.000000 Penalty: 5355.778809
	Iteration 40F: 3 clusters Score -8970850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -8970865.000000 Penalty: 5355.778809
	Iteration 41Q: 3 clusters Score -8970865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -8970865.000000 Penalty: 5355.778809
	Iteration 42Q: 3 clusters Score -8970865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -8970868.000000 Penalty: 5355.778809
	Iteration 43Q: 3 clusters Score -8970868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -8970867.000000 Penalty: 5355.778809
	Iteration 44Q: 3 clusters Score -8970867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -8970873.000000 Penalty: 5355.778809
	Iteration 45Q: 3 clusters Score -8970873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -8970864.000000 Penalty: 5355.778809
	Iteration 46Q: 3 clusters Score -8970864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -8970873.000000 Penalty: 5355.778809
	Iteration 47Q: 3 clusters Score -8970873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -8970864.000000 Penalty: 5355.778809
	Iteration 48Q: 3 clusters Score -8970864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -8970863.000000 Penalty: 5355.778809
	Iteration 49Q: 3 clusters Score -8970863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -8970867.000000 Penalty: 5355.778809
	Iteration 50Q: 3 clusters Score -8970867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -8970864.000000 Penalty: 5355.778809
	Iteration 51Q: 3 clusters Score -8970864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -8970867.000000 Penalty: 5355.778809
	Iteration 52Q: 3 clusters Score -8970867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -8970866.000000 Penalty: 5355.778809
	Iteration 53Q: 3 clusters Score -8970866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -8970866.000000 Penalty: 5355.778809
	Iteration 54F: 3 clusters Score -8970866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (46734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46734 members 
Entering Unmasked Estep 
Score: -8564161.000000 Penalty: 2666.552246
	Iteration 0F: 2 clusters Score -8564161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -8534474.000000 Penalty: 5333.104492
	Iteration 0F: 3 clusters Score -8534474 nChanged 21520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -8546296.000000 Penalty: 5333.104492
	Iteration 1F: 3 clusters Score -8546296 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24079 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -8546881.000000 Penalty: 5333.104492
	Iteration 2Q: 3 clusters Score -8546881 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -8547435.000000 Penalty: 5333.104492
	Iteration 3Q: 3 clusters Score -8547435 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -8548064.000000 Penalty: 5333.104492
	Iteration 4Q: 3 clusters Score -8548064 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -8548744.000000 Penalty: 5333.104492
	Iteration 5Q: 3 clusters Score -8548744 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27718 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -8549620.000000 Penalty: 5333.104492
	Iteration 6Q: 3 clusters Score -8549620 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -8550781.000000 Penalty: 5333.104492
	Iteration 7Q: 3 clusters Score -8550781 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -8552185.000000 Penalty: 5333.104492
	Iteration 8F: 3 clusters Score -8552185 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -8553913.000000 Penalty: 5333.104492
	Iteration 9F: 3 clusters Score -8553913 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -8555743.000000 Penalty: 5333.104492
	Iteration 10F: 3 clusters Score -8555743 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38777 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -8557582.000000 Penalty: 5333.104492
	Iteration 11F: 3 clusters Score -8557582 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -8559178.000000 Penalty: 5333.104492
	Iteration 12Q: 3 clusters Score -8559178 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -8560336.000000 Penalty: 5333.104492
	Iteration 13Q: 3 clusters Score -8560336 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -8561035.000000 Penalty: 5333.104492
	Iteration 14Q: 3 clusters Score -8561035 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44707 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -8561443.000000 Penalty: 5333.104492
	Iteration 15Q: 3 clusters Score -8561443 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45212 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -8561642.000000 Penalty: 5333.104492
	Iteration 16Q: 3 clusters Score -8561642 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45524 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -8561788.000000 Penalty: 5333.104492
	Iteration 17Q: 3 clusters Score -8561788 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45727 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -8561864.000000 Penalty: 5333.104492
	Iteration 18Q: 3 clusters Score -8561864 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45850 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -8561924.000000 Penalty: 5333.104492
	Iteration 19Q: 3 clusters Score -8561924 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -8561962.000000 Penalty: 5333.104492
	Iteration 20F: 3 clusters Score -8561962 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -8561997.000000 Penalty: 5333.104492
	Iteration 21Q: 3 clusters Score -8561997 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46024 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -8562019.000000 Penalty: 5333.104492
	Iteration 22Q: 3 clusters Score -8562019 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46054 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8562045.000000 Penalty: 5333.104492
	Iteration 23Q: 3 clusters Score -8562045 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46075 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -8562056.000000 Penalty: 5333.104492
	Iteration 24Q: 3 clusters Score -8562056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46094 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8562061.000000 Penalty: 5333.104492
	Iteration 25Q: 3 clusters Score -8562061 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46114 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -8562062.000000 Penalty: 5333.104492
	Iteration 26Q: 3 clusters Score -8562062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -8562071.000000 Penalty: 5333.104492
	Iteration 27Q: 3 clusters Score -8562071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46136 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -8562071.000000 Penalty: 5333.104492
	Iteration 28Q: 3 clusters Score -8562071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46139 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8562071.000000 Penalty: 5333.104492
	Iteration 29Q: 3 clusters Score -8562071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46140 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8562075.000000 Penalty: 5333.104492
	Iteration 30Q: 3 clusters Score -8562075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46140 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8562075.000000 Penalty: 5333.104492
	Iteration 31F: 3 clusters Score -8562075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (25899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Entering Unmasked Estep 
Score: -4717910.000000 Penalty: 2520.166016
	Iteration 0F: 2 clusters Score -4717910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -4700000.000000 Penalty: 5040.332031
	Iteration 0F: 3 clusters Score -4700000 nChanged 11554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -4706485.000000 Penalty: 5040.332031
	Iteration 1F: 3 clusters Score -4706485 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -4707477.000000 Penalty: 5040.332031
	Iteration 2F: 3 clusters Score -4707477 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -4708828.000000 Penalty: 5040.332031
	Iteration 3F: 3 clusters Score -4708828 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -4710541.000000 Penalty: 5040.332031
	Iteration 4F: 3 clusters Score -4710541 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -4712427.500000 Penalty: 5040.332031
	Iteration 5F: 3 clusters Score -4712428 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -4714379.000000 Penalty: 5040.332031
	Iteration 6F: 3 clusters Score -4714379 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -4715950.000000 Penalty: 5040.332031
	Iteration 7F: 3 clusters Score -4715950 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -4716707.000000 Penalty: 5040.332031
	Iteration 8Q: 3 clusters Score -4716707 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -4716895.500000 Penalty: 5040.332031
	Iteration 9Q: 3 clusters Score -4716896 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -4716949.000000 Penalty: 5040.332031
	Iteration 10Q: 3 clusters Score -4716949 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -4716982.000000 Penalty: 5040.332031
	Iteration 11Q: 3 clusters Score -4716982 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -4717004.000000 Penalty: 5040.332031
	Iteration 12Q: 3 clusters Score -4717004 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -4717004.000000 Penalty: 5040.332031
	Iteration 13Q: 3 clusters Score -4717004 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -4717013.000000 Penalty: 5040.332031
	Iteration 14Q: 3 clusters Score -4717013 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -4717022.500000 Penalty: 5040.332031
	Iteration 15Q: 3 clusters Score -4717022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -4717024.500000 Penalty: 5040.332031
	Iteration 16Q: 3 clusters Score -4717024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -4717027.500000 Penalty: 5040.332031
	Iteration 17Q: 3 clusters Score -4717028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -4717025.500000 Penalty: 5040.332031
	Iteration 18Q: 3 clusters Score -4717026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -4717034.500000 Penalty: 5040.332031
	Iteration 19Q: 3 clusters Score -4717034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -4717036.000000 Penalty: 5040.332031
	Iteration 20F: 3 clusters Score -4717036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -4717038.000000 Penalty: 5040.332031
	Iteration 21Q: 3 clusters Score -4717038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -4717037.000000 Penalty: 5040.332031
	Iteration 22Q: 3 clusters Score -4717037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -4717036.000000 Penalty: 5040.332031
	Iteration 23Q: 3 clusters Score -4717036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -4717049.000000 Penalty: 5040.332031
	Iteration 24Q: 3 clusters Score -4717049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -4717046.500000 Penalty: 5040.332031
	Iteration 25Q: 3 clusters Score -4717046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -4717045.500000 Penalty: 5040.332031
	Iteration 26Q: 3 clusters Score -4717046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -4717044.500000 Penalty: 5040.332031
	Iteration 27Q: 3 clusters Score -4717044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -4717044.500000 Penalty: 5040.332031
	Iteration 28F: 3 clusters Score -4717044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Entering Unmasked Estep 
Score: -2036962.375000 Penalty: 2311.115723
	Iteration 0F: 2 clusters Score -2036962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -2028550.875000 Penalty: 4622.231445
	Iteration 0F: 3 clusters Score -2028551 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -2031236.125000 Penalty: 4622.231445
	Iteration 1F: 3 clusters Score -2031236 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -2031760.875000 Penalty: 4622.231445
	Iteration 2F: 3 clusters Score -2031761 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -2032341.250000 Penalty: 4622.231445
	Iteration 3F: 3 clusters Score -2032341 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -2033073.250000 Penalty: 4622.231445
	Iteration 4F: 3 clusters Score -2033073 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -2033929.375000 Penalty: 4622.231445
	Iteration 5F: 3 clusters Score -2033929 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2034756.000000 Penalty: 4622.231445
	Iteration 6F: 3 clusters Score -2034756 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -2035349.500000 Penalty: 4622.231445
	Iteration 7F: 3 clusters Score -2035350 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2035684.625000 Penalty: 4622.231445
	Iteration 8Q: 3 clusters Score -2035685 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -2035819.500000 Penalty: 4622.231445
	Iteration 9Q: 3 clusters Score -2035820 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -2035870.750000 Penalty: 4622.231445
	Iteration 10Q: 3 clusters Score -2035871 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -2035893.125000 Penalty: 4622.231445
	Iteration 11Q: 3 clusters Score -2035893 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -2035906.875000 Penalty: 4622.231445
	Iteration 12Q: 3 clusters Score -2035907 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -2035919.375000 Penalty: 4622.231445
	Iteration 13Q: 3 clusters Score -2035919 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -2035922.125000 Penalty: 4622.231445
	Iteration 14Q: 3 clusters Score -2035922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2035931.375000 Penalty: 4622.231445
	Iteration 15Q: 3 clusters Score -2035931 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2035932.125000 Penalty: 4622.231445
	Iteration 16Q: 3 clusters Score -2035932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -2035939.750000 Penalty: 4622.231445
	Iteration 17Q: 3 clusters Score -2035940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -2035942.000000 Penalty: 4622.231445
	Iteration 18Q: 3 clusters Score -2035942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -2035945.125000 Penalty: 4622.231445
	Iteration 19Q: 3 clusters Score -2035945 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2035943.500000 Penalty: 4622.231445
	Iteration 20F: 3 clusters Score -2035944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -2035944.875000 Penalty: 4622.231445
	Iteration 21Q: 3 clusters Score -2035945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -2035950.750000 Penalty: 4622.231445
	Iteration 22Q: 3 clusters Score -2035951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2035952.000000 Penalty: 4622.231445
	Iteration 23Q: 3 clusters Score -2035952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2035956.375000 Penalty: 4622.231445
	Iteration 24Q: 3 clusters Score -2035956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -2035956.500000 Penalty: 4622.231445
	Iteration 25Q: 3 clusters Score -2035956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2035956.125000 Penalty: 4622.231445
	Iteration 26Q: 3 clusters Score -2035956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2035956.375000 Penalty: 4622.231445
	Iteration 27Q: 3 clusters Score -2035956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -2035956.375000 Penalty: 4622.231445
	Iteration 28F: 3 clusters Score -2035956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -67562.851562 Penalty: 1428.988770
	Iteration 0F: 2 clusters Score -67562.85 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 165 members 
Entering Unmasked Estep 
Score: -66444.796875 Penalty: 2857.977539
	Iteration 0F: 3 clusters Score -66444.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -66599.703125 Penalty: 2857.977539
	Iteration 1F: 3 clusters Score -66599.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -66657.781250 Penalty: 2857.977539
	Iteration 2F: 3 clusters Score -66657.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -66715.625000 Penalty: 2857.977539
	Iteration 3Q: 3 clusters Score -66715.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -66736.750000 Penalty: 2857.977539
	Iteration 4Q: 3 clusters Score -66736.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -66749.765625 Penalty: 2857.977539
	Iteration 5Q: 3 clusters Score -66749.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -66752.429688 Penalty: 2857.977539
	Iteration 6Q: 3 clusters Score -66752.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -66752.429688 Penalty: 2857.977539
	Iteration 7F: 3 clusters Score -66752.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -66894.726562 Penalty: 1514.541626
	Iteration 0F: 2 clusters Score -66894.73 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 214 members 
Entering Unmasked Estep 
Score: -65496.167969 Penalty: 3029.083252
	Iteration 0F: 3 clusters Score -65496.17 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -65771.953125 Penalty: 3029.083252
	Iteration 1F: 3 clusters Score -65771.95 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -65894.765625 Penalty: 3029.083252
	Iteration 2F: 3 clusters Score -65894.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -66037.250000 Penalty: 3029.083252
	Iteration 3F: 3 clusters Score -66037.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -66194.234375 Penalty: 3029.083252
	Iteration 4F: 3 clusters Score -66194.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -66264.992188 Penalty: 3029.083252
	Iteration 5Q: 3 clusters Score -66264.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -66335.773438 Penalty: 3029.083252
	Iteration 6Q: 3 clusters Score -66335.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -66383.812500 Penalty: 3029.083252
	Iteration 7Q: 3 clusters Score -66383.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -66454.046875 Penalty: 3029.083252
	Iteration 8Q: 3 clusters Score -66454.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -66544.281250 Penalty: 3029.083252
	Iteration 9Q: 3 clusters Score -66544.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -66639.023438 Penalty: 3029.083252
	Iteration 10Q: 3 clusters Score -66639.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -66692.625000 Penalty: 3029.083252
	Iteration 11Q: 3 clusters Score -66692.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -66728.351562 Penalty: 3029.083252
	Iteration 12Q: 3 clusters Score -66728.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -66758.179688 Penalty: 3029.083252
	Iteration 13Q: 3 clusters Score -66758.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -66778.531250 Penalty: 3029.083252
	Iteration 14Q: 3 clusters Score -66778.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -66788.953125 Penalty: 3029.083252
	Iteration 15Q: 3 clusters Score -66788.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -66797.265625 Penalty: 3029.083252
	Iteration 16Q: 3 clusters Score -66797.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -66803.648438 Penalty: 3029.083252
	Iteration 17Q: 3 clusters Score -66803.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -66815.523438 Penalty: 3029.083252
	Iteration 18Q: 3 clusters Score -66815.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -66821.242188 Penalty: 3029.083252
	Iteration 19Q: 3 clusters Score -66821.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -66825.054688 Penalty: 3029.083252
	Iteration 20F: 3 clusters Score -66825.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -66832.906250 Penalty: 3029.083252
	Iteration 21Q: 3 clusters Score -66832.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -66832.906250 Penalty: 3029.083252
	Iteration 22F: 3 clusters Score -66832.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 1635 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44821 members 
Mstep: Class 5 contains 46810 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47246 members 
Mstep: Class 9 contains 44738 members 
Mstep: Class 10 contains 2391 members 
Mstep: Class 11 contains 762 members 
Mstep: Class 12 contains 1275 members 
Mstep: Class 13 contains 43894 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48164 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26107 members 
Mstep: Class 18 contains 38737 members 
Mstep: Class 19 contains 47260 members 
Mstep: Class 20 contains 48363 members 
Mstep: Class 21 contains 48920 members 
Mstep: Class 22 contains 46734 members 
Mstep: Class 23 contains 25899 members 
Mstep: Class 24 contains 11148 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111224992.000000 Penalty: 85978.023438
Iteration 239Q: 27 clusters Score -1.11225e+08 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 1637 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44785 members 
Mstep: Class 5 contains 46788 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47254 members 
Mstep: Class 9 contains 44763 members 
Mstep: Class 10 contains 2391 members 
Mstep: Class 11 contains 762 members 
Mstep: Class 12 contains 1275 members 
Mstep: Class 13 contains 43889 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48163 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26114 members 
Mstep: Class 18 contains 38653 members 
Mstep: Class 19 contains 47238 members 
Mstep: Class 20 contains 48311 members 
Mstep: Class 21 contains 48922 members 
Mstep: Class 22 contains 46745 members 
Mstep: Class 23 contains 26081 members 
Mstep: Class 24 contains 11159 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111225192.000000 Penalty: 85978.023438
Iteration 240F: 27 clusters Score -1.112252e+08 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 1638 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44786 members 
Mstep: Class 5 contains 46775 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47266 members 
Mstep: Class 9 contains 44731 members 
Mstep: Class 10 contains 2391 members 
Mstep: Class 11 contains 762 members 
Mstep: Class 12 contains 1275 members 
Mstep: Class 13 contains 43889 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48160 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26120 members 
Mstep: Class 18 contains 38546 members 
Mstep: Class 19 contains 47236 members 
Mstep: Class 20 contains 48268 members 
Mstep: Class 21 contains 48931 members 
Mstep: Class 22 contains 46759 members 
Mstep: Class 23 contains 26267 members 
Mstep: Class 24 contains 11165 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111225240.000000 Penalty: 85978.023438
Iteration 241Q: 27 clusters Score -1.112252e+08 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 1640 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44762 members 
Mstep: Class 5 contains 46736 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47229 members 
Mstep: Class 9 contains 44728 members 
Mstep: Class 10 contains 2391 members 
Mstep: Class 11 contains 762 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 43905 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48159 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26127 members 
Mstep: Class 18 contains 38451 members 
Mstep: Class 19 contains 47188 members 
Mstep: Class 20 contains 48267 members 
Mstep: Class 21 contains 48978 members 
Mstep: Class 22 contains 46761 members 
Mstep: Class 23 contains 26458 members 
Mstep: Class 24 contains 11174 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111225224.000000 Penalty: 85978.023438
Iteration 242Q: 27 clusters Score -1.112252e+08 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 1645 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44748 members 
Mstep: Class 5 contains 46722 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47213 members 
Mstep: Class 9 contains 44727 members 
Mstep: Class 10 contains 2391 members 
Mstep: Class 11 contains 762 members 
Mstep: Class 12 contains 1273 members 
Mstep: Class 13 contains 43907 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48153 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26139 members 
Mstep: Class 18 contains 38347 members 
Mstep: Class 19 contains 47121 members 
Mstep: Class 20 contains 48240 members 
Mstep: Class 21 contains 49007 members 
Mstep: Class 22 contains 46763 members 
Mstep: Class 23 contains 26669 members 
Mstep: Class 24 contains 11185 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111225056.000000 Penalty: 85978.023438
Iteration 243Q: 27 clusters Score -1.112251e+08 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 1652 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44742 members 
Mstep: Class 5 contains 46721 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47189 members 
Mstep: Class 9 contains 44718 members 
Mstep: Class 10 contains 2391 members 
Mstep: Class 11 contains 762 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 43893 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48166 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26148 members 
Mstep: Class 18 contains 38255 members 
Mstep: Class 19 contains 47056 members 
Mstep: Class 20 contains 48190 members 
Mstep: Class 21 contains 49008 members 
Mstep: Class 22 contains 46786 members 
Mstep: Class 23 contains 26911 members 
Mstep: Class 24 contains 11191 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111225304.000000 Penalty: 85978.023438
Iteration 244Q: 27 clusters Score -1.112253e+08 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 1654 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44754 members 
Mstep: Class 5 contains 46685 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47174 members 
Mstep: Class 9 contains 44679 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 762 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 43883 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48176 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26152 members 
Mstep: Class 18 contains 38176 members 
Mstep: Class 19 contains 46986 members 
Mstep: Class 20 contains 48163 members 
Mstep: Class 21 contains 48986 members 
Mstep: Class 22 contains 46825 members 
Mstep: Class 23 contains 27161 members 
Mstep: Class 24 contains 11199 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111225480.000000 Penalty: 85978.023438
Iteration 245Q: 27 clusters Score -1.112255e+08 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 1656 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44765 members 
Mstep: Class 5 contains 46632 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47119 members 
Mstep: Class 9 contains 44669 members 
Mstep: Class 10 contains 2391 members 
Mstep: Class 11 contains 762 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 43869 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48163 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26151 members 
Mstep: Class 18 contains 38138 members 
Mstep: Class 19 contains 46902 members 
Mstep: Class 20 contains 48155 members 
Mstep: Class 21 contains 48982 members 
Mstep: Class 22 contains 46866 members 
Mstep: Class 23 contains 27418 members 
Mstep: Class 24 contains 11205 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111225592.000000 Penalty: 85978.023438
Iteration 246Q: 27 clusters Score -1.112256e+08 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 1658 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44763 members 
Mstep: Class 5 contains 46593 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47103 members 
Mstep: Class 9 contains 44675 members 
Mstep: Class 10 contains 2391 members 
Mstep: Class 11 contains 762 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 43827 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48119 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26147 members 
Mstep: Class 18 contains 38086 members 
Mstep: Class 19 contains 46792 members 
Mstep: Class 20 contains 48139 members 
Mstep: Class 21 contains 48986 members 
Mstep: Class 22 contains 46905 members 
Mstep: Class 23 contains 27716 members 
Mstep: Class 24 contains 11221 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111225688.000000 Penalty: 85978.023438
Iteration 247Q: 27 clusters Score -1.112257e+08 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 39000 members 
Mstep: Class 2 contains 1659 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44739 members 
Mstep: Class 5 contains 46580 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47082 members 
Mstep: Class 9 contains 44641 members 
Mstep: Class 10 contains 2392 members 
Mstep: Class 11 contains 762 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 43797 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48095 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26145 members 
Mstep: Class 18 contains 38007 members 
Mstep: Class 19 contains 46698 members 
Mstep: Class 20 contains 48113 members 
Mstep: Class 21 contains 48984 members 
Mstep: Class 22 contains 46954 members 
Mstep: Class 23 contains 28040 members 
Mstep: Class 24 contains 11232 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111225920.000000 Penalty: 85978.023438
Iteration 248Q: 27 clusters Score -1.112259e+08 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 1659 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44724 members 
Mstep: Class 5 contains 46543 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47077 members 
Mstep: Class 9 contains 44626 members 
Mstep: Class 10 contains 2393 members 
Mstep: Class 11 contains 762 members 
Mstep: Class 12 contains 1275 members 
Mstep: Class 13 contains 43759 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48078 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26148 members 
Mstep: Class 18 contains 37922 members 
Mstep: Class 19 contains 46613 members 
Mstep: Class 20 contains 48125 members 
Mstep: Class 21 contains 48977 members 
Mstep: Class 22 contains 46994 members 
Mstep: Class 23 contains 28318 members 
Mstep: Class 24 contains 11239 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111225944.000000 Penalty: 85978.023438
Iteration 249Q: 27 clusters Score -1.112259e+08 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 1663 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44705 members 
Mstep: Class 5 contains 46530 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47046 members 
Mstep: Class 9 contains 44596 members 
Mstep: Class 10 contains 2394 members 
Mstep: Class 11 contains 762 members 
Mstep: Class 12 contains 1276 members 
Mstep: Class 13 contains 43724 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48065 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26146 members 
Mstep: Class 18 contains 37833 members 
Mstep: Class 19 contains 46556 members 
Mstep: Class 20 contains 48105 members 
Mstep: Class 21 contains 48970 members 
Mstep: Class 22 contains 47042 members 
Mstep: Class 23 contains 28618 members 
Mstep: Class 24 contains 11244 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111225936.000000 Penalty: 85978.023438
Iteration 250Q: 27 clusters Score -1.112259e+08 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 38876 members 
Mstep: Class 2 contains 1667 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44690 members 
Mstep: Class 5 contains 46485 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1099 members 
Mstep: Class 8 contains 47011 members 
Mstep: Class 9 contains 44564 members 
Mstep: Class 10 contains 2393 members 
Mstep: Class 11 contains 762 members 
Mstep: Class 12 contains 1277 members 
Mstep: Class 13 contains 43702 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48042 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26139 members 
Mstep: Class 18 contains 37721 members 
Mstep: Class 19 contains 46497 members 
Mstep: Class 20 contains 48095 members 
Mstep: Class 21 contains 49037 members 
Mstep: Class 22 contains 47076 members 
Mstep: Class 23 contains 28915 members 
Mstep: Class 24 contains 11244 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111225888.000000 Penalty: 85978.023438
Iteration 251Q: 27 clusters Score -1.112259e+08 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 1673 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44659 members 
Mstep: Class 5 contains 46436 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47020 members 
Mstep: Class 9 contains 44523 members 
Mstep: Class 10 contains 2393 members 
Mstep: Class 11 contains 762 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 43666 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 48015 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26137 members 
Mstep: Class 18 contains 37622 members 
Mstep: Class 19 contains 46415 members 
Mstep: Class 20 contains 48095 members 
Mstep: Class 21 contains 49111 members 
Mstep: Class 22 contains 47124 members 
Mstep: Class 23 contains 29214 members 
Mstep: Class 24 contains 11237 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111226232.000000 Penalty: 85978.023438
Iteration 252Q: 27 clusters Score -1.112262e+08 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 38747 members 
Mstep: Class 2 contains 1675 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44637 members 
Mstep: Class 5 contains 46402 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 47021 members 
Mstep: Class 9 contains 44511 members 
Mstep: Class 10 contains 2393 members 
Mstep: Class 11 contains 762 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 43648 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 47977 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26137 members 
Mstep: Class 18 contains 37527 members 
Mstep: Class 19 contains 46334 members 
Mstep: Class 20 contains 48120 members 
Mstep: Class 21 contains 49138 members 
Mstep: Class 22 contains 47117 members 
Mstep: Class 23 contains 29528 members 
Mstep: Class 24 contains 11241 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111225960.000000 Penalty: 85978.023438
Iteration 253Q: 27 clusters Score -1.11226e+08 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 38676 members 
Mstep: Class 2 contains 1673 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44626 members 
Mstep: Class 5 contains 46366 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 46992 members 
Mstep: Class 9 contains 44508 members 
Mstep: Class 10 contains 2393 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 43609 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 47944 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26134 members 
Mstep: Class 18 contains 37427 members 
Mstep: Class 19 contains 46284 members 
Mstep: Class 20 contains 48162 members 
Mstep: Class 21 contains 49202 members 
Mstep: Class 22 contains 47104 members 
Mstep: Class 23 contains 29816 members 
Mstep: Class 24 contains 11239 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111225744.000000 Penalty: 85978.023438
Iteration 254Q: 27 clusters Score -1.112257e+08 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 1675 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44620 members 
Mstep: Class 5 contains 46332 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 46987 members 
Mstep: Class 9 contains 44489 members 
Mstep: Class 10 contains 2393 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1280 members 
Mstep: Class 13 contains 43580 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 47898 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26133 members 
Mstep: Class 18 contains 37307 members 
Mstep: Class 19 contains 46241 members 
Mstep: Class 20 contains 48179 members 
Mstep: Class 21 contains 49255 members 
Mstep: Class 22 contains 47054 members 
Mstep: Class 23 contains 30130 members 
Mstep: Class 24 contains 11248 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111225736.000000 Penalty: 85978.023438
Iteration 255Q: 27 clusters Score -1.112257e+08 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 1676 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44614 members 
Mstep: Class 5 contains 46329 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 46953 members 
Mstep: Class 9 contains 44474 members 
Mstep: Class 10 contains 2393 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1280 members 
Mstep: Class 13 contains 43542 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 47837 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26135 members 
Mstep: Class 18 contains 37207 members 
Mstep: Class 19 contains 46193 members 
Mstep: Class 20 contains 48179 members 
Mstep: Class 21 contains 49321 members 
Mstep: Class 22 contains 47006 members 
Mstep: Class 23 contains 30449 members 
Mstep: Class 24 contains 11254 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111225544.000000 Penalty: 85978.023438
Iteration 256Q: 27 clusters Score -1.112255e+08 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 1679 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44606 members 
Mstep: Class 5 contains 46359 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 46893 members 
Mstep: Class 9 contains 44450 members 
Mstep: Class 10 contains 2394 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1281 members 
Mstep: Class 13 contains 43512 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 47790 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26144 members 
Mstep: Class 18 contains 37079 members 
Mstep: Class 19 contains 46158 members 
Mstep: Class 20 contains 48152 members 
Mstep: Class 21 contains 49339 members 
Mstep: Class 22 contains 46980 members 
Mstep: Class 23 contains 30805 members 
Mstep: Class 24 contains 11264 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111225840.000000 Penalty: 85978.023438
Iteration 257Q: 27 clusters Score -1.112258e+08 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 1681 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44589 members 
Mstep: Class 5 contains 46360 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 46857 members 
Mstep: Class 9 contains 44434 members 
Mstep: Class 10 contains 2394 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1279 members 
Mstep: Class 13 contains 43511 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 47734 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26154 members 
Mstep: Class 18 contains 36969 members 
Mstep: Class 19 contains 46130 members 
Mstep: Class 20 contains 48122 members 
Mstep: Class 21 contains 49352 members 
Mstep: Class 22 contains 46965 members 
Mstep: Class 23 contains 31144 members 
Mstep: Class 24 contains 11267 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111225760.000000 Penalty: 85978.023438
Iteration 258Q: 27 clusters Score -1.112258e+08 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 38415 members 
Mstep: Class 2 contains 1682 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44569 members 
Mstep: Class 5 contains 46336 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 46842 members 
Mstep: Class 9 contains 44460 members 
Mstep: Class 10 contains 2393 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1279 members 
Mstep: Class 13 contains 43505 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 47696 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26158 members 
Mstep: Class 18 contains 36872 members 
Mstep: Class 19 contains 46044 members 
Mstep: Class 20 contains 48113 members 
Mstep: Class 21 contains 49312 members 
Mstep: Class 22 contains 46963 members 
Mstep: Class 23 contains 31525 members 
Mstep: Class 24 contains 11269 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111225880.000000 Penalty: 85978.023438
Iteration 259Q: 27 clusters Score -1.112259e+08 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 1682 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44588 members 
Mstep: Class 5 contains 46297 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 46809 members 
Mstep: Class 9 contains 44447 members 
Mstep: Class 10 contains 2393 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1280 members 
Mstep: Class 13 contains 43514 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 47640 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26163 members 
Mstep: Class 18 contains 36804 members 
Mstep: Class 19 contains 45991 members 
Mstep: Class 20 contains 48104 members 
Mstep: Class 21 contains 49228 members 
Mstep: Class 22 contains 46937 members 
Mstep: Class 23 contains 31939 members 
Mstep: Class 24 contains 11270 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111226344.000000 Penalty: 85978.023438
Iteration 260F: 27 clusters Score -1.112263e+08 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 38280 members 
Mstep: Class 2 contains 1681 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44583 members 
Mstep: Class 5 contains 46268 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 46765 members 
Mstep: Class 9 contains 44414 members 
Mstep: Class 10 contains 2393 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1280 members 
Mstep: Class 13 contains 43533 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 47608 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26166 members 
Mstep: Class 18 contains 36709 members 
Mstep: Class 19 contains 45968 members 
Mstep: Class 20 contains 48109 members 
Mstep: Class 21 contains 49108 members 
Mstep: Class 22 contains 46920 members 
Mstep: Class 23 contains 32373 members 
Mstep: Class 24 contains 11275 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111226616.000000 Penalty: 85978.023438
Iteration 261Q: 27 clusters Score -1.112266e+08 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 1682 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44560 members 
Mstep: Class 5 contains 46273 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 46742 members 
Mstep: Class 9 contains 44409 members 
Mstep: Class 10 contains 2393 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1280 members 
Mstep: Class 13 contains 43530 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 47603 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26181 members 
Mstep: Class 18 contains 36597 members 
Mstep: Class 19 contains 45921 members 
Mstep: Class 20 contains 48077 members 
Mstep: Class 21 contains 48944 members 
Mstep: Class 22 contains 46909 members 
Mstep: Class 23 contains 32842 members 
Mstep: Class 24 contains 11283 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111226688.000000 Penalty: 85978.023438
Iteration 262Q: 27 clusters Score -1.112267e+08 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 38135 members 
Mstep: Class 2 contains 1682 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44555 members 
Mstep: Class 5 contains 46266 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 46715 members 
Mstep: Class 9 contains 44428 members 
Mstep: Class 10 contains 2394 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1280 members 
Mstep: Class 13 contains 43499 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 47571 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26188 members 
Mstep: Class 18 contains 36479 members 
Mstep: Class 19 contains 45883 members 
Mstep: Class 20 contains 48072 members 
Mstep: Class 21 contains 48799 members 
Mstep: Class 22 contains 46906 members 
Mstep: Class 23 contains 33289 members 
Mstep: Class 24 contains 11292 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111227000.000000 Penalty: 85978.023438
Iteration 263Q: 27 clusters Score -1.11227e+08 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 38071 members 
Mstep: Class 2 contains 1684 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44523 members 
Mstep: Class 5 contains 46255 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 46699 members 
Mstep: Class 9 contains 44414 members 
Mstep: Class 10 contains 2393 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1280 members 
Mstep: Class 13 contains 43465 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 47552 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26188 members 
Mstep: Class 18 contains 36378 members 
Mstep: Class 19 contains 45874 members 
Mstep: Class 20 contains 48080 members 
Mstep: Class 21 contains 48726 members 
Mstep: Class 22 contains 46869 members 
Mstep: Class 23 contains 33680 members 
Mstep: Class 24 contains 11301 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111227328.000000 Penalty: 85978.023438
Iteration 264Q: 27 clusters Score -1.112273e+08 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 38007 members 
Mstep: Class 2 contains 1685 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44508 members 
Mstep: Class 5 contains 46250 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 46678 members 
Mstep: Class 9 contains 44391 members 
Mstep: Class 10 contains 2391 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1283 members 
Mstep: Class 13 contains 43426 members 
Mstep: Class 14 contains 630 members 
Mstep: Class 15 contains 47532 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26189 members 
Mstep: Class 18 contains 36284 members 
Mstep: Class 19 contains 45850 members 
Mstep: Class 20 contains 48076 members 
Mstep: Class 21 contains 48654 members 
Mstep: Class 22 contains 46834 members 
Mstep: Class 23 contains 34076 members 
Mstep: Class 24 contains 11316 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111227248.000000 Penalty: 85978.023438
Iteration 265Q: 27 clusters Score -1.112272e+08 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 1687 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44488 members 
Mstep: Class 5 contains 46254 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1099 members 
Mstep: Class 8 contains 46636 members 
Mstep: Class 9 contains 44376 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1283 members 
Mstep: Class 13 contains 43405 members 
Mstep: Class 14 contains 631 members 
Mstep: Class 15 contains 47518 members 
Mstep: Class 16 contains 407 members 
Mstep: Class 17 contains 26185 members 
Mstep: Class 18 contains 36217 members 
Mstep: Class 19 contains 45835 members 
Mstep: Class 20 contains 48040 members 
Mstep: Class 21 contains 48564 members 
Mstep: Class 22 contains 46812 members 
Mstep: Class 23 contains 34449 members 
Mstep: Class 24 contains 11337 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111227616.000000 Penalty: 85978.023438
Iteration 266Q: 27 clusters Score -1.112276e+08 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 1690 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44479 members 
Mstep: Class 5 contains 46259 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 46618 members 
Mstep: Class 9 contains 44381 members 
Mstep: Class 10 contains 2389 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1283 members 
Mstep: Class 13 contains 43369 members 
Mstep: Class 14 contains 632 members 
Mstep: Class 15 contains 47506 members 
Mstep: Class 16 contains 408 members 
Mstep: Class 17 contains 26183 members 
Mstep: Class 18 contains 36121 members 
Mstep: Class 19 contains 45809 members 
Mstep: Class 20 contains 48020 members 
Mstep: Class 21 contains 48486 members 
Mstep: Class 22 contains 46784 members 
Mstep: Class 23 contains 34816 members 
Mstep: Class 24 contains 11347 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111227608.000000 Penalty: 85978.023438
Iteration 267Q: 27 clusters Score -1.112276e+08 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 1692 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44466 members 
Mstep: Class 5 contains 46293 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 46613 members 
Mstep: Class 9 contains 44370 members 
Mstep: Class 10 contains 2389 members 
Mstep: Class 11 contains 760 members 
Mstep: Class 12 contains 1282 members 
Mstep: Class 13 contains 43321 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47501 members 
Mstep: Class 16 contains 408 members 
Mstep: Class 17 contains 26186 members 
Mstep: Class 18 contains 36033 members 
Mstep: Class 19 contains 45767 members 
Mstep: Class 20 contains 47965 members 
Mstep: Class 21 contains 48398 members 
Mstep: Class 22 contains 46746 members 
Mstep: Class 23 contains 35199 members 
Mstep: Class 24 contains 11363 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111227616.000000 Penalty: 85978.023438
Iteration 268Q: 27 clusters Score -1.112276e+08 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 1693 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44468 members 
Mstep: Class 5 contains 46296 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 46574 members 
Mstep: Class 9 contains 44376 members 
Mstep: Class 10 contains 2389 members 
Mstep: Class 11 contains 761 members 
Mstep: Class 12 contains 1281 members 
Mstep: Class 13 contains 43247 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47474 members 
Mstep: Class 16 contains 408 members 
Mstep: Class 17 contains 26195 members 
Mstep: Class 18 contains 35936 members 
Mstep: Class 19 contains 45750 members 
Mstep: Class 20 contains 47943 members 
Mstep: Class 21 contains 48368 members 
Mstep: Class 22 contains 46725 members 
Mstep: Class 23 contains 35531 members 
Mstep: Class 24 contains 11377 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111228112.000000 Penalty: 85978.023438
Iteration 269Q: 27 clusters Score -1.112281e+08 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 37773 members 
Mstep: Class 2 contains 1696 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44498 members 
Mstep: Class 5 contains 46277 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 46562 members 
Mstep: Class 9 contains 44331 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 761 members 
Mstep: Class 12 contains 1282 members 
Mstep: Class 13 contains 43191 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47448 members 
Mstep: Class 16 contains 408 members 
Mstep: Class 17 contains 26193 members 
Mstep: Class 18 contains 35852 members 
Mstep: Class 19 contains 45689 members 
Mstep: Class 20 contains 47918 members 
Mstep: Class 21 contains 48363 members 
Mstep: Class 22 contains 46695 members 
Mstep: Class 23 contains 35874 members 
Mstep: Class 24 contains 11396 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111227944.000000 Penalty: 85978.023438
Iteration 270Q: 27 clusters Score -1.112279e+08 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 1701 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44468 members 
Mstep: Class 5 contains 46260 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 46549 members 
Mstep: Class 9 contains 44273 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 761 members 
Mstep: Class 12 contains 1282 members 
Mstep: Class 13 contains 43114 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47408 members 
Mstep: Class 16 contains 408 members 
Mstep: Class 17 contains 26211 members 
Mstep: Class 18 contains 35785 members 
Mstep: Class 19 contains 45644 members 
Mstep: Class 20 contains 47895 members 
Mstep: Class 21 contains 48401 members 
Mstep: Class 22 contains 46690 members 
Mstep: Class 23 contains 36236 members 
Mstep: Class 24 contains 11410 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111228240.000000 Penalty: 85978.023438
Iteration 271Q: 27 clusters Score -1.112282e+08 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 1710 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44450 members 
Mstep: Class 5 contains 46236 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 46490 members 
Mstep: Class 9 contains 44224 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 761 members 
Mstep: Class 12 contains 1282 members 
Mstep: Class 13 contains 43042 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47372 members 
Mstep: Class 16 contains 408 members 
Mstep: Class 17 contains 26214 members 
Mstep: Class 18 contains 35715 members 
Mstep: Class 19 contains 45630 members 
Mstep: Class 20 contains 47897 members 
Mstep: Class 21 contains 48446 members 
Mstep: Class 22 contains 46686 members 
Mstep: Class 23 contains 36561 members 
Mstep: Class 24 contains 11417 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111228288.000000 Penalty: 85978.023438
Iteration 272Q: 27 clusters Score -1.112283e+08 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 37632 members 
Mstep: Class 2 contains 1717 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44441 members 
Mstep: Class 5 contains 46222 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 46448 members 
Mstep: Class 9 contains 44180 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 761 members 
Mstep: Class 12 contains 1282 members 
Mstep: Class 13 contains 42978 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47324 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26225 members 
Mstep: Class 18 contains 35648 members 
Mstep: Class 19 contains 45621 members 
Mstep: Class 20 contains 47874 members 
Mstep: Class 21 contains 48454 members 
Mstep: Class 22 contains 46672 members 
Mstep: Class 23 contains 36883 members 
Mstep: Class 24 contains 11436 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111228544.000000 Penalty: 85978.023438
Iteration 273Q: 27 clusters Score -1.112285e+08 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 37609 members 
Mstep: Class 2 contains 1721 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44403 members 
Mstep: Class 5 contains 46219 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 46436 members 
Mstep: Class 9 contains 44140 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 761 members 
Mstep: Class 12 contains 1283 members 
Mstep: Class 13 contains 42908 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47303 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26233 members 
Mstep: Class 18 contains 35582 members 
Mstep: Class 19 contains 45558 members 
Mstep: Class 20 contains 47849 members 
Mstep: Class 21 contains 48461 members 
Mstep: Class 22 contains 46665 members 
Mstep: Class 23 contains 37217 members 
Mstep: Class 24 contains 11450 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111228904.000000 Penalty: 85978.023438
Iteration 274Q: 27 clusters Score -1.112289e+08 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 37572 members 
Mstep: Class 2 contains 1723 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44340 members 
Mstep: Class 5 contains 46215 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 46419 members 
Mstep: Class 9 contains 44103 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 761 members 
Mstep: Class 12 contains 1283 members 
Mstep: Class 13 contains 42837 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47289 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26232 members 
Mstep: Class 18 contains 35528 members 
Mstep: Class 19 contains 45522 members 
Mstep: Class 20 contains 47825 members 
Mstep: Class 21 contains 48487 members 
Mstep: Class 22 contains 46669 members 
Mstep: Class 23 contains 37540 members 
Mstep: Class 24 contains 11453 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111228576.000000 Penalty: 85978.023438
Iteration 275Q: 27 clusters Score -1.112286e+08 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 1728 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44281 members 
Mstep: Class 5 contains 46219 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 46431 members 
Mstep: Class 9 contains 44084 members 
Mstep: Class 10 contains 2389 members 
Mstep: Class 11 contains 761 members 
Mstep: Class 12 contains 1281 members 
Mstep: Class 13 contains 42772 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47283 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26225 members 
Mstep: Class 18 contains 35445 members 
Mstep: Class 19 contains 45443 members 
Mstep: Class 20 contains 47787 members 
Mstep: Class 21 contains 48497 members 
Mstep: Class 22 contains 46664 members 
Mstep: Class 23 contains 37911 members 
Mstep: Class 24 contains 11454 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111229176.000000 Penalty: 85978.023438
Iteration 276Q: 27 clusters Score -1.112292e+08 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 1727 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44258 members 
Mstep: Class 5 contains 46227 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 46432 members 
Mstep: Class 9 contains 44079 members 
Mstep: Class 10 contains 2390 members 
Mstep: Class 11 contains 761 members 
Mstep: Class 12 contains 1279 members 
Mstep: Class 13 contains 42674 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47283 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26232 members 
Mstep: Class 18 contains 35353 members 
Mstep: Class 19 contains 45400 members 
Mstep: Class 20 contains 47775 members 
Mstep: Class 21 contains 48480 members 
Mstep: Class 22 contains 46639 members 
Mstep: Class 23 contains 38252 members 
Mstep: Class 24 contains 11457 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111229392.000000 Penalty: 85978.023438
Iteration 277Q: 27 clusters Score -1.112294e+08 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 1729 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44232 members 
Mstep: Class 5 contains 46195 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 46430 members 
Mstep: Class 9 contains 44077 members 
Mstep: Class 10 contains 2392 members 
Mstep: Class 11 contains 762 members 
Mstep: Class 12 contains 1280 members 
Mstep: Class 13 contains 42595 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47283 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26228 members 
Mstep: Class 18 contains 35274 members 
Mstep: Class 19 contains 45330 members 
Mstep: Class 20 contains 47771 members 
Mstep: Class 21 contains 48511 members 
Mstep: Class 22 contains 46612 members 
Mstep: Class 23 contains 38581 members 
Mstep: Class 24 contains 11464 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111229840.000000 Penalty: 85978.023438
Iteration 278Q: 27 clusters Score -1.112298e+08 nChanged 2039
Entering ConstructFrom: 
Score: -111229840.000000 Penalty: 85978.023438
Entering ConstructFrom: 
Trying to split cluster 1 (37375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37375 members 
Entering Unmasked Estep 
Score: -6859062.000000 Penalty: 2611.131836
	Iteration 0F: 2 clusters Score -6859062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -6833832.000000 Penalty: 5222.263672
	Iteration 0F: 3 clusters Score -6833832 nChanged 17014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -6843099.000000 Penalty: 5222.263672
	Iteration 1F: 3 clusters Score -6843099 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -6843523.500000 Penalty: 5222.263672
	Iteration 2Q: 3 clusters Score -6843524 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -6843940.500000 Penalty: 5222.263672
	Iteration 3Q: 3 clusters Score -6843940 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -6844428.000000 Penalty: 5222.263672
	Iteration 4Q: 3 clusters Score -6844428 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -6844978.000000 Penalty: 5222.263672
	Iteration 5Q: 3 clusters Score -6844978 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -6845701.000000 Penalty: 5222.263672
	Iteration 6Q: 3 clusters Score -6845701 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -6846688.500000 Penalty: 5222.263672
	Iteration 7Q: 3 clusters Score -6846688 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -6847916.000000 Penalty: 5222.263672
	Iteration 8F: 3 clusters Score -6847916 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -6849447.000000 Penalty: 5222.263672
	Iteration 9F: 3 clusters Score -6849447 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -6851129.000000 Penalty: 5222.263672
	Iteration 10F: 3 clusters Score -6851129 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -6852657.500000 Penalty: 5222.263672
	Iteration 11F: 3 clusters Score -6852658 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -6853870.500000 Penalty: 5222.263672
	Iteration 12Q: 3 clusters Score -6853870 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -6854650.500000 Penalty: 5222.263672
	Iteration 13Q: 3 clusters Score -6854650 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -6855074.500000 Penalty: 5222.263672
	Iteration 14Q: 3 clusters Score -6855074 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -6855331.000000 Penalty: 5222.263672
	Iteration 15Q: 3 clusters Score -6855331 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -6855516.000000 Penalty: 5222.263672
	Iteration 16Q: 3 clusters Score -6855516 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -6855697.500000 Penalty: 5222.263672
	Iteration 17Q: 3 clusters Score -6855698 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -6855875.500000 Penalty: 5222.263672
	Iteration 18Q: 3 clusters Score -6855876 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 30905 members 
Entering Unmasked Estep 
Score: -6855981.500000 Penalty: 5222.263672
	Iteration 19Q: 3 clusters Score -6855982 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -6856085.000000 Penalty: 5222.263672
	Iteration 20F: 3 clusters Score -6856085 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
Score: -6856226.500000 Penalty: 5222.263672
	Iteration 21Q: 3 clusters Score -6856226 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -6856307.500000 Penalty: 5222.263672
	Iteration 22Q: 3 clusters Score -6856308 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 32265 members 
Entering Unmasked Estep 
Score: -6856412.500000 Penalty: 5222.263672
	Iteration 23Q: 3 clusters Score -6856412 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -6856476.500000 Penalty: 5222.263672
	Iteration 24Q: 3 clusters Score -6856476 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -6856522.000000 Penalty: 5222.263672
	Iteration 25Q: 3 clusters Score -6856522 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 33006 members 
Entering Unmasked Estep 
Score: -6856593.000000 Penalty: 5222.263672
	Iteration 26Q: 3 clusters Score -6856593 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -6856661.500000 Penalty: 5222.263672
	Iteration 27Q: 3 clusters Score -6856662 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -6856701.500000 Penalty: 5222.263672
	Iteration 28Q: 3 clusters Score -6856702 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -6856759.000000 Penalty: 5222.263672
	Iteration 29Q: 3 clusters Score -6856759 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -6856805.000000 Penalty: 5222.263672
	Iteration 30Q: 3 clusters Score -6856805 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -6856813.500000 Penalty: 5222.263672
	Iteration 31Q: 3 clusters Score -6856814 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 34069 members 
Entering Unmasked Estep 
Score: -6856844.000000 Penalty: 5222.263672
	Iteration 32Q: 3 clusters Score -6856844 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 34199 members 
Entering Unmasked Estep 
Score: -6856853.000000 Penalty: 5222.263672
	Iteration 33Q: 3 clusters Score -6856853 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -6856871.000000 Penalty: 5222.263672
	Iteration 34Q: 3 clusters Score -6856871 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -6856911.000000 Penalty: 5222.263672
	Iteration 35Q: 3 clusters Score -6856911 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -6856915.500000 Penalty: 5222.263672
	Iteration 36Q: 3 clusters Score -6856916 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -6856942.500000 Penalty: 5222.263672
	Iteration 37Q: 3 clusters Score -6856942 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 34631 members 
Entering Unmasked Estep 
Score: -6856964.000000 Penalty: 5222.263672
	Iteration 38Q: 3 clusters Score -6856964 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 34710 members 
Entering Unmasked Estep 
Score: -6856980.000000 Penalty: 5222.263672
	Iteration 39Q: 3 clusters Score -6856980 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -6856973.500000 Penalty: 5222.263672
	Iteration 40F: 3 clusters Score -6856974 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -6856972.500000 Penalty: 5222.263672
	Iteration 41Q: 3 clusters Score -6856972 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -6856993.000000 Penalty: 5222.263672
	Iteration 42Q: 3 clusters Score -6856993 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -6856998.000000 Penalty: 5222.263672
	Iteration 43Q: 3 clusters Score -6856998 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -6857024.000000 Penalty: 5222.263672
	Iteration 44Q: 3 clusters Score -6857024 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -6857012.500000 Penalty: 5222.263672
	Iteration 45Q: 3 clusters Score -6857012 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -6857020.000000 Penalty: 5222.263672
	Iteration 46Q: 3 clusters Score -6857020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
Score: -6857027.500000 Penalty: 5222.263672
	Iteration 47Q: 3 clusters Score -6857028 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -6857050.000000 Penalty: 5222.263672
	Iteration 48Q: 3 clusters Score -6857050 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -6857063.000000 Penalty: 5222.263672
	Iteration 49Q: 3 clusters Score -6857063 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -6857071.500000 Penalty: 5222.263672
	Iteration 50Q: 3 clusters Score -6857072 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -6857058.500000 Penalty: 5222.263672
	Iteration 51Q: 3 clusters Score -6857058 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -6857066.500000 Penalty: 5222.263672
	Iteration 52Q: 3 clusters Score -6857066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -6857058.000000 Penalty: 5222.263672
	Iteration 53Q: 3 clusters Score -6857058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 35317 members 
Entering Unmasked Estep 
Score: -6857068.000000 Penalty: 5222.263672
	Iteration 54Q: 3 clusters Score -6857068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -6857081.500000 Penalty: 5222.263672
	Iteration 55Q: 3 clusters Score -6857082 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -6857087.000000 Penalty: 5222.263672
	Iteration 56Q: 3 clusters Score -6857087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -6857094.500000 Penalty: 5222.263672
	Iteration 57Q: 3 clusters Score -6857094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -6857084.500000 Penalty: 5222.263672
	Iteration 58Q: 3 clusters Score -6857084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -6857098.500000 Penalty: 5222.263672
	Iteration 59Q: 3 clusters Score -6857098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -6857092.500000 Penalty: 5222.263672
	Iteration 60F: 3 clusters Score -6857092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -6857095.500000 Penalty: 5222.263672
	Iteration 61Q: 3 clusters Score -6857096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -6857086.000000 Penalty: 5222.263672
	Iteration 62Q: 3 clusters Score -6857086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -6857093.500000 Penalty: 5222.263672
	Iteration 63Q: 3 clusters Score -6857094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 35431 members 
Entering Unmasked Estep 
Score: -6857094.000000 Penalty: 5222.263672
	Iteration 64Q: 3 clusters Score -6857094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -6857097.500000 Penalty: 5222.263672
	Iteration 65Q: 3 clusters Score -6857098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -6857095.000000 Penalty: 5222.263672
	Iteration 66Q: 3 clusters Score -6857095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -6857092.500000 Penalty: 5222.263672
	Iteration 67Q: 3 clusters Score -6857092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -6857095.000000 Penalty: 5222.263672
	Iteration 68Q: 3 clusters Score -6857095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -6857095.000000 Penalty: 5222.263672
	Iteration 69Q: 3 clusters Score -6857095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -6857097.000000 Penalty: 5222.263672
	Iteration 70Q: 3 clusters Score -6857097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -6857100.000000 Penalty: 5222.263672
	Iteration 71Q: 3 clusters Score -6857100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -6857102.000000 Penalty: 5222.263672
	Iteration 72Q: 3 clusters Score -6857102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -6857102.000000 Penalty: 5222.263672
	Iteration 73Q: 3 clusters Score -6857102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -6857103.500000 Penalty: 5222.263672
	Iteration 74Q: 3 clusters Score -6857104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -6857102.500000 Penalty: 5222.263672
	Iteration 75Q: 3 clusters Score -6857102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -6857101.000000 Penalty: 5222.263672
	Iteration 76Q: 3 clusters Score -6857101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -6857107.000000 Penalty: 5222.263672
	Iteration 77Q: 3 clusters Score -6857107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -6857107.000000 Penalty: 5222.263672
	Iteration 78F: 3 clusters Score -6857107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Entering Unmasked Estep 
Score: -315888.875000 Penalty: 1848.770508
	Iteration 0F: 2 clusters Score -315888.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -313440.875000 Penalty: 3697.541016
	Iteration 0F: 3 clusters Score -313440.9 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -313850.500000 Penalty: 3697.541016
	Iteration 1F: 3 clusters Score -313850.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -313951.781250 Penalty: 3697.541016
	Iteration 2F: 3 clusters Score -313951.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -313997.593750 Penalty: 3697.541016
	Iteration 3Q: 3 clusters Score -313997.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -314019.812500 Penalty: 3697.541016
	Iteration 4Q: 3 clusters Score -314019.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -314039.281250 Penalty: 3697.541016
	Iteration 5Q: 3 clusters Score -314039.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -314051.687500 Penalty: 3697.541016
	Iteration 6Q: 3 clusters Score -314051.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -314056.250000 Penalty: 3697.541016
	Iteration 7Q: 3 clusters Score -314056.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -314061.125000 Penalty: 3697.541016
	Iteration 8Q: 3 clusters Score -314061.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -314070.468750 Penalty: 3697.541016
	Iteration 9Q: 3 clusters Score -314070.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -314077.218750 Penalty: 3697.541016
	Iteration 10Q: 3 clusters Score -314077.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -314080.312500 Penalty: 3697.541016
	Iteration 11Q: 3 clusters Score -314080.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -314081.843750 Penalty: 3697.541016
	Iteration 12Q: 3 clusters Score -314081.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -314084.843750 Penalty: 3697.541016
	Iteration 13Q: 3 clusters Score -314084.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -314087.812500 Penalty: 3697.541016
	Iteration 14Q: 3 clusters Score -314087.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -314091.156250 Penalty: 3697.541016
	Iteration 15Q: 3 clusters Score -314091.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -314092.968750 Penalty: 3697.541016
	Iteration 16Q: 3 clusters Score -314093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -314094.687500 Penalty: 3697.541016
	Iteration 17Q: 3 clusters Score -314094.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -314094.687500 Penalty: 3697.541016
	Iteration 18F: 3 clusters Score -314094.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -20069.357422 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -20069.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19043.714844 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -19043.71 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -19181.294922 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -19181.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -19265.599609 Penalty: 2778.651123
	Iteration 2F: 3 clusters Score -19265.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -19274.810547 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -19274.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -19280.554688 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -19280.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -19283.013672 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -19283.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -19289.595703 Penalty: 2778.651123
	Iteration 6Q: 3 clusters Score -19289.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -19298.027344 Penalty: 2778.651123
	Iteration 7Q: 3 clusters Score -19298.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -19298.027344 Penalty: 2778.651123
	Iteration 8F: 3 clusters Score -19298.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44200 members 
Entering Unmasked Estep 
Score: -8073406.500000 Penalty: 2652.727051
	Iteration 0F: 2 clusters Score -8073406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -8044088.000000 Penalty: 5305.454102
	Iteration 0F: 3 clusters Score -8044088 nChanged 20326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -8055156.000000 Penalty: 5305.454102
	Iteration 1F: 3 clusters Score -8055156 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -8055707.000000 Penalty: 5305.454102
	Iteration 2Q: 3 clusters Score -8055707 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -8056208.000000 Penalty: 5305.454102
	Iteration 3Q: 3 clusters Score -8056208 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -8056737.000000 Penalty: 5305.454102
	Iteration 4Q: 3 clusters Score -8056737 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -8057364.000000 Penalty: 5305.454102
	Iteration 5Q: 3 clusters Score -8057364 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -8058309.500000 Penalty: 5305.454102
	Iteration 6Q: 3 clusters Score -8058310 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -8059405.500000 Penalty: 5305.454102
	Iteration 7Q: 3 clusters Score -8059406 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -8060885.500000 Penalty: 5305.454102
	Iteration 8Q: 3 clusters Score -8060886 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27550 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -8062484.500000 Penalty: 5305.454102
	Iteration 9F: 3 clusters Score -8062484 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -8063819.500000 Penalty: 5305.454102
	Iteration 10F: 3 clusters Score -8063820 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -8064946.000000 Penalty: 5305.454102
	Iteration 11Q: 3 clusters Score -8064946 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -8065796.500000 Penalty: 5305.454102
	Iteration 12Q: 3 clusters Score -8065796 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -8066396.000000 Penalty: 5305.454102
	Iteration 13Q: 3 clusters Score -8066396 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -8066839.500000 Penalty: 5305.454102
	Iteration 14Q: 3 clusters Score -8066840 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -8067083.000000 Penalty: 5305.454102
	Iteration 15Q: 3 clusters Score -8067083 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -8067244.000000 Penalty: 5305.454102
	Iteration 16Q: 3 clusters Score -8067244 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -8067399.000000 Penalty: 5305.454102
	Iteration 17Q: 3 clusters Score -8067399 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -8067482.000000 Penalty: 5305.454102
	Iteration 18Q: 3 clusters Score -8067482 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -8067607.000000 Penalty: 5305.454102
	Iteration 19Q: 3 clusters Score -8067607 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -8067708.500000 Penalty: 5305.454102
	Iteration 20F: 3 clusters Score -8067708 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -8067860.000000 Penalty: 5305.454102
	Iteration 21Q: 3 clusters Score -8067860 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -8067960.500000 Penalty: 5305.454102
	Iteration 22Q: 3 clusters Score -8067960 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -8068060.500000 Penalty: 5305.454102
	Iteration 23Q: 3 clusters Score -8068060 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35411 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -8068166.500000 Penalty: 5305.454102
	Iteration 24Q: 3 clusters Score -8068166 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -8068314.500000 Penalty: 5305.454102
	Iteration 25Q: 3 clusters Score -8068314 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36357 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -8068424.500000 Penalty: 5305.454102
	Iteration 26Q: 3 clusters Score -8068424 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -8068593.000000 Penalty: 5305.454102
	Iteration 27Q: 3 clusters Score -8068593 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -8068766.500000 Penalty: 5305.454102
	Iteration 28Q: 3 clusters Score -8068766 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -8068919.000000 Penalty: 5305.454102
	Iteration 29Q: 3 clusters Score -8068919 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -8069113.000000 Penalty: 5305.454102
	Iteration 30Q: 3 clusters Score -8069113 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -8069282.000000 Penalty: 5305.454102
	Iteration 31Q: 3 clusters Score -8069282 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -8069453.500000 Penalty: 5305.454102
	Iteration 32Q: 3 clusters Score -8069454 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -8069646.500000 Penalty: 5305.454102
	Iteration 33Q: 3 clusters Score -8069646 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -8069752.000000 Penalty: 5305.454102
	Iteration 34Q: 3 clusters Score -8069752 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40451 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -8069915.000000 Penalty: 5305.454102
	Iteration 35Q: 3 clusters Score -8069915 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -8070069.500000 Penalty: 5305.454102
	Iteration 36Q: 3 clusters Score -8070070 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -8070199.500000 Penalty: 5305.454102
	Iteration 37Q: 3 clusters Score -8070200 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41461 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -8070340.500000 Penalty: 5305.454102
	Iteration 38Q: 3 clusters Score -8070340 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -8070521.500000 Penalty: 5305.454102
	Iteration 39Q: 3 clusters Score -8070522 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -8070612.000000 Penalty: 5305.454102
	Iteration 40F: 3 clusters Score -8070612 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42255 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -8070706.500000 Penalty: 5305.454102
	Iteration 41Q: 3 clusters Score -8070706 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -8070794.000000 Penalty: 5305.454102
	Iteration 42Q: 3 clusters Score -8070794 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -8070869.500000 Penalty: 5305.454102
	Iteration 43Q: 3 clusters Score -8070870 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -8070908.000000 Penalty: 5305.454102
	Iteration 44Q: 3 clusters Score -8070908 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42855 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -8070976.500000 Penalty: 5305.454102
	Iteration 45Q: 3 clusters Score -8070976 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -8071018.000000 Penalty: 5305.454102
	Iteration 46Q: 3 clusters Score -8071018 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43015 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -8071052.500000 Penalty: 5305.454102
	Iteration 47Q: 3 clusters Score -8071052 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -8071079.000000 Penalty: 5305.454102
	Iteration 48Q: 3 clusters Score -8071079 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43125 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -8071099.000000 Penalty: 5305.454102
	Iteration 49Q: 3 clusters Score -8071099 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -8071115.500000 Penalty: 5305.454102
	Iteration 50Q: 3 clusters Score -8071116 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -8071121.000000 Penalty: 5305.454102
	Iteration 51Q: 3 clusters Score -8071121 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43239 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -8071131.000000 Penalty: 5305.454102
	Iteration 52Q: 3 clusters Score -8071131 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43264 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -8071133.000000 Penalty: 5305.454102
	Iteration 53Q: 3 clusters Score -8071133 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -8071141.000000 Penalty: 5305.454102
	Iteration 54Q: 3 clusters Score -8071141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -8071158.000000 Penalty: 5305.454102
	Iteration 55Q: 3 clusters Score -8071158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -8071163.000000 Penalty: 5305.454102
	Iteration 56Q: 3 clusters Score -8071163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43325 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -8071173.500000 Penalty: 5305.454102
	Iteration 57Q: 3 clusters Score -8071174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43340 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -8071167.000000 Penalty: 5305.454102
	Iteration 58Q: 3 clusters Score -8071167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43348 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8071172.000000 Penalty: 5305.454102
	Iteration 59Q: 3 clusters Score -8071172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -8071175.000000 Penalty: 5305.454102
	Iteration 60F: 3 clusters Score -8071175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43369 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -8071178.000000 Penalty: 5305.454102
	Iteration 61Q: 3 clusters Score -8071178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43373 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -8071186.500000 Penalty: 5305.454102
	Iteration 62Q: 3 clusters Score -8071186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43377 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -8071183.500000 Penalty: 5305.454102
	Iteration 63Q: 3 clusters Score -8071184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43379 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8071180.000000 Penalty: 5305.454102
	Iteration 64Q: 3 clusters Score -8071180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43381 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -8071174.500000 Penalty: 5305.454102
	Iteration 65Q: 3 clusters Score -8071174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43383 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8071173.500000 Penalty: 5305.454102
	Iteration 66Q: 3 clusters Score -8071174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43387 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8071178.500000 Penalty: 5305.454102
	Iteration 67Q: 3 clusters Score -8071178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43391 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -8071180.500000 Penalty: 5305.454102
	Iteration 68Q: 3 clusters Score -8071180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43394 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8071182.000000 Penalty: 5305.454102
	Iteration 69Q: 3 clusters Score -8071182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -8071187.000000 Penalty: 5305.454102
	Iteration 70Q: 3 clusters Score -8071187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -8071186.000000 Penalty: 5305.454102
	Iteration 71Q: 3 clusters Score -8071186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43410 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8071195.500000 Penalty: 5305.454102
	Iteration 72Q: 3 clusters Score -8071196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -8071205.000000 Penalty: 5305.454102
	Iteration 73Q: 3 clusters Score -8071205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8071196.500000 Penalty: 5305.454102
	Iteration 74Q: 3 clusters Score -8071196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43425 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -8071203.500000 Penalty: 5305.454102
	Iteration 75Q: 3 clusters Score -8071204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43425 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -8071203.500000 Penalty: 5305.454102
	Iteration 76F: 3 clusters Score -8071204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46186 members 
Entering Unmasked Estep 
Score: -8528621.000000 Penalty: 2663.627197
	Iteration 0F: 2 clusters Score -8528621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -8499324.000000 Penalty: 5327.254395
	Iteration 0F: 3 clusters Score -8499324 nChanged 21230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -8511126.000000 Penalty: 5327.254395
	Iteration 1F: 3 clusters Score -8511126 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -8511623.000000 Penalty: 5327.254395
	Iteration 2Q: 3 clusters Score -8511623 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -8512102.000000 Penalty: 5327.254395
	Iteration 3Q: 3 clusters Score -8512102 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -8512533.000000 Penalty: 5327.254395
	Iteration 4Q: 3 clusters Score -8512533 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -8512890.000000 Penalty: 5327.254395
	Iteration 5Q: 3 clusters Score -8512890 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -8513309.000000 Penalty: 5327.254395
	Iteration 6Q: 3 clusters Score -8513309 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -8513915.000000 Penalty: 5327.254395
	Iteration 7Q: 3 clusters Score -8513915 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -8514889.000000 Penalty: 5327.254395
	Iteration 8Q: 3 clusters Score -8514889 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -8516309.000000 Penalty: 5327.254395
	Iteration 9F: 3 clusters Score -8516309 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -8518345.000000 Penalty: 5327.254395
	Iteration 10F: 3 clusters Score -8518345 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -8521008.000000 Penalty: 5327.254395
	Iteration 11F: 3 clusters Score -8521008 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -8523473.000000 Penalty: 5327.254395
	Iteration 12F: 3 clusters Score -8523473 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -8525067.000000 Penalty: 5327.254395
	Iteration 13Q: 3 clusters Score -8525067 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45021 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -8525735.000000 Penalty: 5327.254395
	Iteration 14Q: 3 clusters Score -8525735 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45620 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8526047.000000 Penalty: 5327.254395
	Iteration 15Q: 3 clusters Score -8526047 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45844 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -8526206.000000 Penalty: 5327.254395
	Iteration 16Q: 3 clusters Score -8526206 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45908 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8526267.000000 Penalty: 5327.254395
	Iteration 17Q: 3 clusters Score -8526267 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8526314.000000 Penalty: 5327.254395
	Iteration 18Q: 3 clusters Score -8526314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45948 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -8526341.000000 Penalty: 5327.254395
	Iteration 19Q: 3 clusters Score -8526341 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45958 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -8526352.000000 Penalty: 5327.254395
	Iteration 20F: 3 clusters Score -8526352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45961 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -8526356.000000 Penalty: 5327.254395
	Iteration 21Q: 3 clusters Score -8526356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45958 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -8526364.000000 Penalty: 5327.254395
	Iteration 22Q: 3 clusters Score -8526364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -8526366.000000 Penalty: 5327.254395
	Iteration 23Q: 3 clusters Score -8526366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45958 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -8526363.000000 Penalty: 5327.254395
	Iteration 24Q: 3 clusters Score -8526363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45959 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -8526365.000000 Penalty: 5327.254395
	Iteration 25Q: 3 clusters Score -8526365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45960 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -8526368.000000 Penalty: 5327.254395
	Iteration 26Q: 3 clusters Score -8526368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45961 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -8526368.000000 Penalty: 5327.254395
	Iteration 27Q: 3 clusters Score -8526368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45961 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -8526371.000000 Penalty: 5327.254395
	Iteration 28Q: 3 clusters Score -8526371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45962 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -8526363.000000 Penalty: 5327.254395
	Iteration 29Q: 3 clusters Score -8526363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45962 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -8526368.000000 Penalty: 5327.254395
	Iteration 30Q: 3 clusters Score -8526368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45964 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -8526374.000000 Penalty: 5327.254395
	Iteration 31Q: 3 clusters Score -8526374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -8526388.000000 Penalty: 5327.254395
	Iteration 32Q: 3 clusters Score -8526388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -8526383.000000 Penalty: 5327.254395
	Iteration 33Q: 3 clusters Score -8526383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -8526382.000000 Penalty: 5327.254395
	Iteration 34Q: 3 clusters Score -8526382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45971 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8526391.000000 Penalty: 5327.254395
	Iteration 35Q: 3 clusters Score -8526391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45971 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -8526391.000000 Penalty: 5327.254395
	Iteration 36F: 3 clusters Score -8526391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -52032.898438 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -52032.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -50662.136719 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -50662.14 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51158.531250 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -51158.53 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -51523.773438 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -51523.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -51647.722656 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -51647.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -51691.332031 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -51691.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -51709.628906 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -51709.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -51723.656250 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -51723.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -51730.281250 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -51730.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -51733.250000 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -51733.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -51733.250000 Penalty: 3080.457520
	Iteration 9F: 3 clusters Score -51733.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Entering Unmasked Estep 
Score: -172094.671875 Penalty: 1736.082886
	Iteration 0F: 2 clusters Score -172094.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -170104.078125 Penalty: 3472.165771
	Iteration 0F: 3 clusters Score -170104.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -170475.359375 Penalty: 3472.165771
	Iteration 1F: 3 clusters Score -170475.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -170634.093750 Penalty: 3472.165771
	Iteration 2F: 3 clusters Score -170634.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -170803.703125 Penalty: 3472.165771
	Iteration 3F: 3 clusters Score -170803.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -170974.281250 Penalty: 3472.165771
	Iteration 4F: 3 clusters Score -170974.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -171119.312500 Penalty: 3472.165771
	Iteration 5Q: 3 clusters Score -171119.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -171229.078125 Penalty: 3472.165771
	Iteration 6Q: 3 clusters Score -171229.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -171306.453125 Penalty: 3472.165771
	Iteration 7Q: 3 clusters Score -171306.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -171355.765625 Penalty: 3472.165771
	Iteration 8Q: 3 clusters Score -171355.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -171393.906250 Penalty: 3472.165771
	Iteration 9Q: 3 clusters Score -171393.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -171420.296875 Penalty: 3472.165771
	Iteration 10Q: 3 clusters Score -171420.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -171446.046875 Penalty: 3472.165771
	Iteration 11Q: 3 clusters Score -171446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -171451.593750 Penalty: 3472.165771
	Iteration 12Q: 3 clusters Score -171451.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -171456.234375 Penalty: 3472.165771
	Iteration 13Q: 3 clusters Score -171456.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -171458.375000 Penalty: 3472.165771
	Iteration 14Q: 3 clusters Score -171458.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -171462.343750 Penalty: 3472.165771
	Iteration 15Q: 3 clusters Score -171462.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -171467.125000 Penalty: 3472.165771
	Iteration 16Q: 3 clusters Score -171467.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -171468.671875 Penalty: 3472.165771
	Iteration 17Q: 3 clusters Score -171468.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -171472.625000 Penalty: 3472.165771
	Iteration 18Q: 3 clusters Score -171472.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -171473.140625 Penalty: 3472.165771
	Iteration 19Q: 3 clusters Score -171473.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -171473.140625 Penalty: 3472.165771
	Iteration 20F: 3 clusters Score -171473.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (46429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46429 members 
Entering Unmasked Estep 
Score: -8589897.000000 Penalty: 2664.928711
	Iteration 0F: 2 clusters Score -8589897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 23109 members 
Entering Unmasked Estep 
Score: -8560288.000000 Penalty: 5329.857422
	Iteration 0F: 3 clusters Score -8560288 nChanged 21527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -8572202.000000 Penalty: 5329.857422
	Iteration 1F: 3 clusters Score -8572202 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -8572854.000000 Penalty: 5329.857422
	Iteration 2Q: 3 clusters Score -8572854 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -8573511.000000 Penalty: 5329.857422
	Iteration 3Q: 3 clusters Score -8573511 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -8574243.000000 Penalty: 5329.857422
	Iteration 4Q: 3 clusters Score -8574243 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27675 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -8575125.000000 Penalty: 5329.857422
	Iteration 5Q: 3 clusters Score -8575125 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -8576451.000000 Penalty: 5329.857422
	Iteration 6F: 3 clusters Score -8576451 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -8578101.000000 Penalty: 5329.857422
	Iteration 7F: 3 clusters Score -8578101 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -8580136.000000 Penalty: 5329.857422
	Iteration 8F: 3 clusters Score -8580136 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -8582196.000000 Penalty: 5329.857422
	Iteration 9F: 3 clusters Score -8582196 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38570 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -8583886.000000 Penalty: 5329.857422
	Iteration 10Q: 3 clusters Score -8583886 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -8585218.000000 Penalty: 5329.857422
	Iteration 11Q: 3 clusters Score -8585218 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -8586179.000000 Penalty: 5329.857422
	Iteration 12Q: 3 clusters Score -8586179 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -8586776.000000 Penalty: 5329.857422
	Iteration 13Q: 3 clusters Score -8586776 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43448 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -8587211.000000 Penalty: 5329.857422
	Iteration 14Q: 3 clusters Score -8587211 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44129 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -8587458.000000 Penalty: 5329.857422
	Iteration 15Q: 3 clusters Score -8587458 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44645 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -8587636.000000 Penalty: 5329.857422
	Iteration 16Q: 3 clusters Score -8587636 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45036 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -8587742.000000 Penalty: 5329.857422
	Iteration 17Q: 3 clusters Score -8587742 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -8587786.000000 Penalty: 5329.857422
	Iteration 18Q: 3 clusters Score -8587786 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45494 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -8587810.000000 Penalty: 5329.857422
	Iteration 19Q: 3 clusters Score -8587810 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45629 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -8587847.000000 Penalty: 5329.857422
	Iteration 20F: 3 clusters Score -8587847 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -8587850.000000 Penalty: 5329.857422
	Iteration 21Q: 3 clusters Score -8587850 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45783 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8587869.000000 Penalty: 5329.857422
	Iteration 22Q: 3 clusters Score -8587869 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45816 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -8587866.000000 Penalty: 5329.857422
	Iteration 23Q: 3 clusters Score -8587866 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45850 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -8587870.000000 Penalty: 5329.857422
	Iteration 24Q: 3 clusters Score -8587870 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45883 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8587871.000000 Penalty: 5329.857422
	Iteration 25Q: 3 clusters Score -8587871 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -8587873.000000 Penalty: 5329.857422
	Iteration 26Q: 3 clusters Score -8587873 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45922 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8587875.000000 Penalty: 5329.857422
	Iteration 27Q: 3 clusters Score -8587875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45929 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -8587876.000000 Penalty: 5329.857422
	Iteration 28Q: 3 clusters Score -8587876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45936 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -8587878.000000 Penalty: 5329.857422
	Iteration 29Q: 3 clusters Score -8587878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45946 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8587891.000000 Penalty: 5329.857422
	Iteration 30Q: 3 clusters Score -8587891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45960 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -8587897.000000 Penalty: 5329.857422
	Iteration 31Q: 3 clusters Score -8587897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45968 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -8587909.000000 Penalty: 5329.857422
	Iteration 32Q: 3 clusters Score -8587909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45975 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -8587914.000000 Penalty: 5329.857422
	Iteration 33Q: 3 clusters Score -8587914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45984 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -8587908.000000 Penalty: 5329.857422
	Iteration 34Q: 3 clusters Score -8587908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45995 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -8587923.000000 Penalty: 5329.857422
	Iteration 35Q: 3 clusters Score -8587923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46005 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -8587918.000000 Penalty: 5329.857422
	Iteration 36Q: 3 clusters Score -8587918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46010 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8587917.000000 Penalty: 5329.857422
	Iteration 37Q: 3 clusters Score -8587917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8587917.000000 Penalty: 5329.857422
	Iteration 38Q: 3 clusters Score -8587917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46014 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -8587926.000000 Penalty: 5329.857422
	Iteration 39Q: 3 clusters Score -8587926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -8587923.000000 Penalty: 5329.857422
	Iteration 40F: 3 clusters Score -8587923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8587921.000000 Penalty: 5329.857422
	Iteration 41Q: 3 clusters Score -8587921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8587921.000000 Penalty: 5329.857422
	Iteration 42F: 3 clusters Score -8587921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44082 members 
Entering Unmasked Estep 
Score: -8136552.500000 Penalty: 2652.063965
	Iteration 0F: 2 clusters Score -8136552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -8107622.500000 Penalty: 5304.127930
	Iteration 0F: 3 clusters Score -8107622 nChanged 20267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -8118788.500000 Penalty: 5304.127930
	Iteration 1F: 3 clusters Score -8118788 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -8119532.000000 Penalty: 5304.127930
	Iteration 2Q: 3 clusters Score -8119532 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27268 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -8120569.000000 Penalty: 5304.127930
	Iteration 3F: 3 clusters Score -8120569 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -8122244.500000 Penalty: 5304.127930
	Iteration 4F: 3 clusters Score -8122244 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -8124806.500000 Penalty: 5304.127930
	Iteration 5F: 3 clusters Score -8124806 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -8128040.000000 Penalty: 5304.127930
	Iteration 6F: 3 clusters Score -8128040 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -8131006.500000 Penalty: 5304.127930
	Iteration 7F: 3 clusters Score -8131006 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -8132922.000000 Penalty: 5304.127930
	Iteration 8Q: 3 clusters Score -8132922 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -8133730.000000 Penalty: 5304.127930
	Iteration 9Q: 3 clusters Score -8133730 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43390 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -8134041.500000 Penalty: 5304.127930
	Iteration 10Q: 3 clusters Score -8134042 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43601 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8134179.500000 Penalty: 5304.127930
	Iteration 11Q: 3 clusters Score -8134180 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43680 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -8134261.500000 Penalty: 5304.127930
	Iteration 12Q: 3 clusters Score -8134262 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43723 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8134301.500000 Penalty: 5304.127930
	Iteration 13Q: 3 clusters Score -8134302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -8134321.500000 Penalty: 5304.127930
	Iteration 14Q: 3 clusters Score -8134322 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43762 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8134353.500000 Penalty: 5304.127930
	Iteration 15Q: 3 clusters Score -8134354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8134368.500000 Penalty: 5304.127930
	Iteration 16Q: 3 clusters Score -8134368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43782 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8134366.500000 Penalty: 5304.127930
	Iteration 17Q: 3 clusters Score -8134366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8134374.500000 Penalty: 5304.127930
	Iteration 18Q: 3 clusters Score -8134374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8134382.500000 Penalty: 5304.127930
	Iteration 19Q: 3 clusters Score -8134382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8134386.500000 Penalty: 5304.127930
	Iteration 20F: 3 clusters Score -8134386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8134394.500000 Penalty: 5304.127930
	Iteration 21Q: 3 clusters Score -8134394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8134394.500000 Penalty: 5304.127930
	Iteration 22F: 3 clusters Score -8134394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Entering Unmasked Estep 
Score: -405761.375000 Penalty: 1929.515137
	Iteration 0F: 2 clusters Score -405761.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -402912.531250 Penalty: 3859.030273
	Iteration 0F: 3 clusters Score -402912.5 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -403528.250000 Penalty: 3859.030273
	Iteration 1F: 3 clusters Score -403528.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -403782.687500 Penalty: 3859.030273
	Iteration 2F: 3 clusters Score -403782.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -403993.625000 Penalty: 3859.030273
	Iteration 3F: 3 clusters Score -403993.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -404184.125000 Penalty: 3859.030273
	Iteration 4F: 3 clusters Score -404184.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -404306.593750 Penalty: 3859.030273
	Iteration 5F: 3 clusters Score -404306.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -404422.343750 Penalty: 3859.030273
	Iteration 6Q: 3 clusters Score -404422.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -404549.750000 Penalty: 3859.030273
	Iteration 7Q: 3 clusters Score -404549.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -404684.875000 Penalty: 3859.030273
	Iteration 8Q: 3 clusters Score -404684.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -404802.968750 Penalty: 3859.030273
	Iteration 9Q: 3 clusters Score -404803 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -404876.031250 Penalty: 3859.030273
	Iteration 10Q: 3 clusters Score -404876 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -404919.906250 Penalty: 3859.030273
	Iteration 11Q: 3 clusters Score -404919.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -404954.062500 Penalty: 3859.030273
	Iteration 12Q: 3 clusters Score -404954.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -404971.250000 Penalty: 3859.030273
	Iteration 13Q: 3 clusters Score -404971.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -404987.687500 Penalty: 3859.030273
	Iteration 14Q: 3 clusters Score -404987.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -405000.656250 Penalty: 3859.030273
	Iteration 15Q: 3 clusters Score -405000.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -405008.250000 Penalty: 3859.030273
	Iteration 16Q: 3 clusters Score -405008.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -405009.875000 Penalty: 3859.030273
	Iteration 17Q: 3 clusters Score -405009.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -405014.218750 Penalty: 3859.030273
	Iteration 18Q: 3 clusters Score -405014.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -405016.781250 Penalty: 3859.030273
	Iteration 19Q: 3 clusters Score -405016.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -405017.718750 Penalty: 3859.030273
	Iteration 20F: 3 clusters Score -405017.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -130048.757812 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -130048.8 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 391 members 
Entering Unmasked Estep 
Score: -128313.789062 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -128313.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -128557.796875 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -128557.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -128669.585938 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -128669.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -128720.304688 Penalty: 3292.729736
	Iteration 3Q: 3 clusters Score -128720.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -128751.335938 Penalty: 3292.729736
	Iteration 4Q: 3 clusters Score -128751.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -128805.679688 Penalty: 3292.729736
	Iteration 5Q: 3 clusters Score -128805.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -128855.460938 Penalty: 3292.729736
	Iteration 6Q: 3 clusters Score -128855.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -128886.375000 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -128886.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -128900.117188 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -128900.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -128917.296875 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -128917.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -128936.734375 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -128936.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -128941.820312 Penalty: 3292.729736
	Iteration 11Q: 3 clusters Score -128941.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -128951.570312 Penalty: 3292.729736
	Iteration 12Q: 3 clusters Score -128951.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -128956.703125 Penalty: 3292.729736
	Iteration 13Q: 3 clusters Score -128956.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -128958.968750 Penalty: 3292.729736
	Iteration 14Q: 3 clusters Score -128959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -128959.585938 Penalty: 3292.729736
	Iteration 15Q: 3 clusters Score -128959.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -128960.359375 Penalty: 3292.729736
	Iteration 16Q: 3 clusters Score -128960.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -128960.359375 Penalty: 3292.729736
	Iteration 17F: 3 clusters Score -128960.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Entering Unmasked Estep 
Score: -222592.625000 Penalty: 1774.538330
	Iteration 0F: 2 clusters Score -222592.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -220508.203125 Penalty: 3549.076660
	Iteration 0F: 3 clusters Score -220508.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -221099.953125 Penalty: 3549.076660
	Iteration 1F: 3 clusters Score -221100 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -221326.546875 Penalty: 3549.076660
	Iteration 2F: 3 clusters Score -221326.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -221498.562500 Penalty: 3549.076660
	Iteration 3F: 3 clusters Score -221498.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -221704.046875 Penalty: 3549.076660
	Iteration 4Q: 3 clusters Score -221704 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -221842.296875 Penalty: 3549.076660
	Iteration 5Q: 3 clusters Score -221842.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -221987.343750 Penalty: 3549.076660
	Iteration 6Q: 3 clusters Score -221987.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -222194.125000 Penalty: 3549.076660
	Iteration 7Q: 3 clusters Score -222194.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -222315.187500 Penalty: 3549.076660
	Iteration 8Q: 3 clusters Score -222315.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -222354.187500 Penalty: 3549.076660
	Iteration 9Q: 3 clusters Score -222354.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -222392.171875 Penalty: 3549.076660
	Iteration 10Q: 3 clusters Score -222392.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -222449.109375 Penalty: 3549.076660
	Iteration 11Q: 3 clusters Score -222449.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -222509.640625 Penalty: 3549.076660
	Iteration 12Q: 3 clusters Score -222509.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -222524.890625 Penalty: 3549.076660
	Iteration 13Q: 3 clusters Score -222524.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -222525.843750 Penalty: 3549.076660
	Iteration 14Q: 3 clusters Score -222525.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -222525.843750 Penalty: 3549.076660
	Iteration 15F: 3 clusters Score -222525.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Entering Unmasked Estep 
Score: -7777886.000000 Penalty: 2643.000244
	Iteration 0F: 2 clusters Score -7777886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -7749560.000000 Penalty: 5286.000488
	Iteration 0F: 3 clusters Score -7749560 nChanged 19499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -7760565.000000 Penalty: 5286.000488
	Iteration 1F: 3 clusters Score -7760565 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -7761384.500000 Penalty: 5286.000488
	Iteration 2Q: 3 clusters Score -7761384 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -7762386.500000 Penalty: 5286.000488
	Iteration 3Q: 3 clusters Score -7762386 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -7763435.000000 Penalty: 5286.000488
	Iteration 4Q: 3 clusters Score -7763435 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -7764650.000000 Penalty: 5286.000488
	Iteration 5F: 3 clusters Score -7764650 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -7766238.500000 Penalty: 5286.000488
	Iteration 6F: 3 clusters Score -7766238 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -7768136.500000 Penalty: 5286.000488
	Iteration 7F: 3 clusters Score -7768136 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -7770028.000000 Penalty: 5286.000488
	Iteration 8F: 3 clusters Score -7770028 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -7771410.000000 Penalty: 5286.000488
	Iteration 9F: 3 clusters Score -7771410 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -7772091.500000 Penalty: 5286.000488
	Iteration 10Q: 3 clusters Score -7772092 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -7772456.500000 Penalty: 5286.000488
	Iteration 11Q: 3 clusters Score -7772456 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -7772723.500000 Penalty: 5286.000488
	Iteration 12Q: 3 clusters Score -7772724 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -7772939.000000 Penalty: 5286.000488
	Iteration 13Q: 3 clusters Score -7772939 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -7773165.500000 Penalty: 5286.000488
	Iteration 14Q: 3 clusters Score -7773166 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -7773430.000000 Penalty: 5286.000488
	Iteration 15Q: 3 clusters Score -7773430 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -7773682.500000 Penalty: 5286.000488
	Iteration 16Q: 3 clusters Score -7773682 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 27809 members 
Entering Unmasked Estep 
Score: -7773905.000000 Penalty: 5286.000488
	Iteration 17Q: 3 clusters Score -7773905 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 28374 members 
Entering Unmasked Estep 
Score: -7774151.000000 Penalty: 5286.000488
	Iteration 18Q: 3 clusters Score -7774151 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -7774331.500000 Penalty: 5286.000488
	Iteration 19Q: 3 clusters Score -7774332 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -7774517.000000 Penalty: 5286.000488
	Iteration 20F: 3 clusters Score -7774517 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -7774682.500000 Penalty: 5286.000488
	Iteration 21Q: 3 clusters Score -7774682 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -7774797.000000 Penalty: 5286.000488
	Iteration 22Q: 3 clusters Score -7774797 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -7774929.500000 Penalty: 5286.000488
	Iteration 23Q: 3 clusters Score -7774930 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -7775024.500000 Penalty: 5286.000488
	Iteration 24Q: 3 clusters Score -7775024 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -7775108.500000 Penalty: 5286.000488
	Iteration 25Q: 3 clusters Score -7775108 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 32163 members 
Entering Unmasked Estep 
Score: -7775185.500000 Penalty: 5286.000488
	Iteration 26Q: 3 clusters Score -7775186 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -7775293.000000 Penalty: 5286.000488
	Iteration 27Q: 3 clusters Score -7775293 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -7775376.500000 Penalty: 5286.000488
	Iteration 28Q: 3 clusters Score -7775376 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 33313 members 
Entering Unmasked Estep 
Score: -7775477.000000 Penalty: 5286.000488
	Iteration 29Q: 3 clusters Score -7775477 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -7775556.500000 Penalty: 5286.000488
	Iteration 30Q: 3 clusters Score -7775556 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -7775667.000000 Penalty: 5286.000488
	Iteration 31Q: 3 clusters Score -7775667 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 34413 members 
Entering Unmasked Estep 
Score: -7775724.000000 Penalty: 5286.000488
	Iteration 32Q: 3 clusters Score -7775724 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -7775790.000000 Penalty: 5286.000488
	Iteration 33Q: 3 clusters Score -7775790 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 35093 members 
Entering Unmasked Estep 
Score: -7775870.000000 Penalty: 5286.000488
	Iteration 34Q: 3 clusters Score -7775870 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -7775948.500000 Penalty: 5286.000488
	Iteration 35Q: 3 clusters Score -7775948 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -7776003.500000 Penalty: 5286.000488
	Iteration 36Q: 3 clusters Score -7776004 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -7776069.000000 Penalty: 5286.000488
	Iteration 37Q: 3 clusters Score -7776069 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -7776108.500000 Penalty: 5286.000488
	Iteration 38Q: 3 clusters Score -7776108 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -7776145.000000 Penalty: 5286.000488
	Iteration 39Q: 3 clusters Score -7776145 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -7776209.000000 Penalty: 5286.000488
	Iteration 40F: 3 clusters Score -7776209 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 36997 members 
Entering Unmasked Estep 
Score: -7776264.500000 Penalty: 5286.000488
	Iteration 41Q: 3 clusters Score -7776264 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -7776297.500000 Penalty: 5286.000488
	Iteration 42Q: 3 clusters Score -7776298 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 37435 members 
Entering Unmasked Estep 
Score: -7776339.500000 Penalty: 5286.000488
	Iteration 43Q: 3 clusters Score -7776340 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -7776377.500000 Penalty: 5286.000488
	Iteration 44Q: 3 clusters Score -7776378 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -7776383.000000 Penalty: 5286.000488
	Iteration 45Q: 3 clusters Score -7776383 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -7776381.500000 Penalty: 5286.000488
	Iteration 46Q: 3 clusters Score -7776382 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -7776421.500000 Penalty: 5286.000488
	Iteration 47Q: 3 clusters Score -7776422 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -7776441.500000 Penalty: 5286.000488
	Iteration 48Q: 3 clusters Score -7776442 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -7776460.500000 Penalty: 5286.000488
	Iteration 49Q: 3 clusters Score -7776460 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 38412 members 
Entering Unmasked Estep 
Score: -7776458.000000 Penalty: 5286.000488
	Iteration 50Q: 3 clusters Score -7776458 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -7776486.500000 Penalty: 5286.000488
	Iteration 51Q: 3 clusters Score -7776486 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -7776482.000000 Penalty: 5286.000488
	Iteration 52Q: 3 clusters Score -7776482 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -7776517.500000 Penalty: 5286.000488
	Iteration 53Q: 3 clusters Score -7776518 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -7776538.000000 Penalty: 5286.000488
	Iteration 54Q: 3 clusters Score -7776538 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -7776533.000000 Penalty: 5286.000488
	Iteration 55Q: 3 clusters Score -7776533 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
Score: -7776548.500000 Penalty: 5286.000488
	Iteration 56Q: 3 clusters Score -7776548 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -7776565.000000 Penalty: 5286.000488
	Iteration 57Q: 3 clusters Score -7776565 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 39247 members 
Entering Unmasked Estep 
Score: -7776580.000000 Penalty: 5286.000488
	Iteration 58Q: 3 clusters Score -7776580 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -7776598.000000 Penalty: 5286.000488
	Iteration 59Q: 3 clusters Score -7776598 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -7776600.500000 Penalty: 5286.000488
	Iteration 60F: 3 clusters Score -7776600 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -7776622.000000 Penalty: 5286.000488
	Iteration 61Q: 3 clusters Score -7776622 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -7776626.000000 Penalty: 5286.000488
	Iteration 62Q: 3 clusters Score -7776626 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 39592 members 
Entering Unmasked Estep 
Score: -7776617.500000 Penalty: 5286.000488
	Iteration 63Q: 3 clusters Score -7776618 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 39662 members 
Entering Unmasked Estep 
Score: -7776629.000000 Penalty: 5286.000488
	Iteration 64Q: 3 clusters Score -7776629 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -7776627.500000 Penalty: 5286.000488
	Iteration 65Q: 3 clusters Score -7776628 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -7776635.000000 Penalty: 5286.000488
	Iteration 66Q: 3 clusters Score -7776635 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 39778 members 
Entering Unmasked Estep 
Score: -7776627.500000 Penalty: 5286.000488
	Iteration 67Q: 3 clusters Score -7776628 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 39810 members 
Entering Unmasked Estep 
Score: -7776635.000000 Penalty: 5286.000488
	Iteration 68Q: 3 clusters Score -7776635 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -7776647.000000 Penalty: 5286.000488
	Iteration 69Q: 3 clusters Score -7776647 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 39873 members 
Entering Unmasked Estep 
Score: -7776646.500000 Penalty: 5286.000488
	Iteration 70Q: 3 clusters Score -7776646 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -7776642.500000 Penalty: 5286.000488
	Iteration 71Q: 3 clusters Score -7776642 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -7776653.000000 Penalty: 5286.000488
	Iteration 72Q: 3 clusters Score -7776653 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -7776661.500000 Penalty: 5286.000488
	Iteration 73Q: 3 clusters Score -7776662 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 40028 members 
Entering Unmasked Estep 
Score: -7776648.000000 Penalty: 5286.000488
	Iteration 74Q: 3 clusters Score -7776648 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -7776645.500000 Penalty: 5286.000488
	Iteration 75Q: 3 clusters Score -7776646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 40067 members 
Entering Unmasked Estep 
Score: -7776640.500000 Penalty: 5286.000488
	Iteration 76Q: 3 clusters Score -7776640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 40088 members 
Entering Unmasked Estep 
Score: -7776647.000000 Penalty: 5286.000488
	Iteration 77Q: 3 clusters Score -7776647 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -7776650.000000 Penalty: 5286.000488
	Iteration 78Q: 3 clusters Score -7776650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -7776654.500000 Penalty: 5286.000488
	Iteration 79Q: 3 clusters Score -7776654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 40144 members 
Entering Unmasked Estep 
Score: -7776659.000000 Penalty: 5286.000488
	Iteration 80F: 3 clusters Score -7776659 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -7776656.500000 Penalty: 5286.000488
	Iteration 81Q: 3 clusters Score -7776656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 40180 members 
Entering Unmasked Estep 
Score: -7776669.000000 Penalty: 5286.000488
	Iteration 82Q: 3 clusters Score -7776669 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -7776651.000000 Penalty: 5286.000488
	Iteration 83Q: 3 clusters Score -7776651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -7776647.500000 Penalty: 5286.000488
	Iteration 84Q: 3 clusters Score -7776648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -7776647.500000 Penalty: 5286.000488
	Iteration 85Q: 3 clusters Score -7776648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -7776659.000000 Penalty: 5286.000488
	Iteration 86Q: 3 clusters Score -7776659 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -7776658.000000 Penalty: 5286.000488
	Iteration 87Q: 3 clusters Score -7776658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -7776660.000000 Penalty: 5286.000488
	Iteration 88Q: 3 clusters Score -7776660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
Score: -7776661.500000 Penalty: 5286.000488
	Iteration 89Q: 3 clusters Score -7776662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -7776655.000000 Penalty: 5286.000488
	Iteration 90Q: 3 clusters Score -7776655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 40324 members 
Entering Unmasked Estep 
Score: -7776665.000000 Penalty: 5286.000488
	Iteration 91Q: 3 clusters Score -7776665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -7776677.000000 Penalty: 5286.000488
	Iteration 92Q: 3 clusters Score -7776677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -7776670.500000 Penalty: 5286.000488
	Iteration 93Q: 3 clusters Score -7776670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -7776674.500000 Penalty: 5286.000488
	Iteration 94Q: 3 clusters Score -7776674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
Score: -7776680.500000 Penalty: 5286.000488
	Iteration 95Q: 3 clusters Score -7776680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 40388 members 
Entering Unmasked Estep 
Score: -7776679.500000 Penalty: 5286.000488
	Iteration 96Q: 3 clusters Score -7776680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -7776673.000000 Penalty: 5286.000488
	Iteration 97Q: 3 clusters Score -7776673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -7776675.500000 Penalty: 5286.000488
	Iteration 98Q: 3 clusters Score -7776676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 40416 members 
Entering Unmasked Estep 
Score: -7776680.500000 Penalty: 5286.000488
	Iteration 99Q: 3 clusters Score -7776680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -7776673.500000 Penalty: 5286.000488
	Iteration 100F: 3 clusters Score -7776674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
Score: -7776666.000000 Penalty: 5286.000488
	Iteration 101Q: 3 clusters Score -7776666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -7776666.000000 Penalty: 5286.000488
	Iteration 102Q: 3 clusters Score -7776666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 40449 members 
Entering Unmasked Estep 
Score: -7776675.000000 Penalty: 5286.000488
	Iteration 103Q: 3 clusters Score -7776675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -7776671.000000 Penalty: 5286.000488
	Iteration 104Q: 3 clusters Score -7776671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -7776675.500000 Penalty: 5286.000488
	Iteration 105Q: 3 clusters Score -7776676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -7776678.000000 Penalty: 5286.000488
	Iteration 106Q: 3 clusters Score -7776678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 40464 members 
Entering Unmasked Estep 
Score: -7776678.000000 Penalty: 5286.000488
	Iteration 107F: 3 clusters Score -7776678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Entering Unmasked Estep 
Score: -81095.937500 Penalty: 1600.108154
	Iteration 0F: 2 clusters Score -81095.94 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 302 members 
Entering Unmasked Estep 
Score: -79566.296875 Penalty: 3200.216309
	Iteration 0F: 3 clusters Score -79566.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -80107.648438 Penalty: 3200.216309
	Iteration 1F: 3 clusters Score -80107.65 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -80423.492188 Penalty: 3200.216309
	Iteration 2F: 3 clusters Score -80423.49 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -80541.164062 Penalty: 3200.216309
	Iteration 3Q: 3 clusters Score -80541.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -80573.539062 Penalty: 3200.216309
	Iteration 4Q: 3 clusters Score -80573.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -80585.109375 Penalty: 3200.216309
	Iteration 5Q: 3 clusters Score -80585.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -80612.710938 Penalty: 3200.216309
	Iteration 6Q: 3 clusters Score -80612.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -80641.531250 Penalty: 3200.216309
	Iteration 7Q: 3 clusters Score -80641.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -80648.640625 Penalty: 3200.216309
	Iteration 8Q: 3 clusters Score -80648.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -80648.640625 Penalty: 3200.216309
	Iteration 9F: 3 clusters Score -80648.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47264 members 
Entering Unmasked Estep 
Score: -8565964.000000 Penalty: 2669.349121
	Iteration 0F: 2 clusters Score -8565964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -8535265.000000 Penalty: 5338.698242
	Iteration 0F: 3 clusters Score -8535265 nChanged 21697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -8546969.000000 Penalty: 5338.698242
	Iteration 1F: 3 clusters Score -8546969 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -8547313.000000 Penalty: 5338.698242
	Iteration 2Q: 3 clusters Score -8547313 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -8547652.000000 Penalty: 5338.698242
	Iteration 3Q: 3 clusters Score -8547652 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -8547976.000000 Penalty: 5338.698242
	Iteration 4Q: 3 clusters Score -8547976 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -8548352.000000 Penalty: 5338.698242
	Iteration 5Q: 3 clusters Score -8548352 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -8548778.000000 Penalty: 5338.698242
	Iteration 6Q: 3 clusters Score -8548778 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -8549335.000000 Penalty: 5338.698242
	Iteration 7Q: 3 clusters Score -8549335 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -8550078.000000 Penalty: 5338.698242
	Iteration 8Q: 3 clusters Score -8550078 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -8550946.000000 Penalty: 5338.698242
	Iteration 9Q: 3 clusters Score -8550946 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -8552021.000000 Penalty: 5338.698242
	Iteration 10Q: 3 clusters Score -8552021 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -8553395.000000 Penalty: 5338.698242
	Iteration 11Q: 3 clusters Score -8553395 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -8554963.000000 Penalty: 5338.698242
	Iteration 12F: 3 clusters Score -8554963 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -8556587.000000 Penalty: 5338.698242
	Iteration 13F: 3 clusters Score -8556587 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -8557867.000000 Penalty: 5338.698242
	Iteration 14F: 3 clusters Score -8557867 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -8558738.000000 Penalty: 5338.698242
	Iteration 15Q: 3 clusters Score -8558738 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -8559161.000000 Penalty: 5338.698242
	Iteration 16Q: 3 clusters Score -8559161 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28354 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -8559349.000000 Penalty: 5338.698242
	Iteration 17Q: 3 clusters Score -8559349 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28574 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -8559415.000000 Penalty: 5338.698242
	Iteration 18Q: 3 clusters Score -8559415 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -8559485.000000 Penalty: 5338.698242
	Iteration 19Q: 3 clusters Score -8559485 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -8559528.000000 Penalty: 5338.698242
	Iteration 20F: 3 clusters Score -8559528 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29211 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -8559554.000000 Penalty: 5338.698242
	Iteration 21Q: 3 clusters Score -8559554 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -8559614.000000 Penalty: 5338.698242
	Iteration 22Q: 3 clusters Score -8559614 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -8559665.000000 Penalty: 5338.698242
	Iteration 23Q: 3 clusters Score -8559665 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -8559654.000000 Penalty: 5338.698242
	Iteration 24Q: 3 clusters Score -8559654 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -8559720.000000 Penalty: 5338.698242
	Iteration 25Q: 3 clusters Score -8559720 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -8559737.000000 Penalty: 5338.698242
	Iteration 26Q: 3 clusters Score -8559737 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -8559751.000000 Penalty: 5338.698242
	Iteration 27Q: 3 clusters Score -8559751 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30856 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -8559785.000000 Penalty: 5338.698242
	Iteration 28Q: 3 clusters Score -8559785 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -8559823.000000 Penalty: 5338.698242
	Iteration 29Q: 3 clusters Score -8559823 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -8559894.000000 Penalty: 5338.698242
	Iteration 30Q: 3 clusters Score -8559894 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31739 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -8559942.000000 Penalty: 5338.698242
	Iteration 31Q: 3 clusters Score -8559942 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -8559988.000000 Penalty: 5338.698242
	Iteration 32Q: 3 clusters Score -8559988 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -8560038.000000 Penalty: 5338.698242
	Iteration 33Q: 3 clusters Score -8560038 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -8560099.000000 Penalty: 5338.698242
	Iteration 34Q: 3 clusters Score -8560099 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -8560152.000000 Penalty: 5338.698242
	Iteration 35Q: 3 clusters Score -8560152 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33495 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -8560205.000000 Penalty: 5338.698242
	Iteration 36Q: 3 clusters Score -8560205 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -8560267.000000 Penalty: 5338.698242
	Iteration 37Q: 3 clusters Score -8560267 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -8560388.000000 Penalty: 5338.698242
	Iteration 38Q: 3 clusters Score -8560388 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -8560500.000000 Penalty: 5338.698242
	Iteration 39Q: 3 clusters Score -8560500 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -8560611.000000 Penalty: 5338.698242
	Iteration 40F: 3 clusters Score -8560611 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -8560780.000000 Penalty: 5338.698242
	Iteration 41Q: 3 clusters Score -8560780 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -8560946.000000 Penalty: 5338.698242
	Iteration 42Q: 3 clusters Score -8560946 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37371 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -8561104.000000 Penalty: 5338.698242
	Iteration 43Q: 3 clusters Score -8561104 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -8561336.000000 Penalty: 5338.698242
	Iteration 44Q: 3 clusters Score -8561336 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38765 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -8561588.000000 Penalty: 5338.698242
	Iteration 45Q: 3 clusters Score -8561588 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -8561871.000000 Penalty: 5338.698242
	Iteration 46Q: 3 clusters Score -8561871 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -8562154.000000 Penalty: 5338.698242
	Iteration 47Q: 3 clusters Score -8562154 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40866 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -8562366.000000 Penalty: 5338.698242
	Iteration 48Q: 3 clusters Score -8562366 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -8562590.000000 Penalty: 5338.698242
	Iteration 49Q: 3 clusters Score -8562590 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -8562820.000000 Penalty: 5338.698242
	Iteration 50Q: 3 clusters Score -8562820 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42660 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -8562978.000000 Penalty: 5338.698242
	Iteration 51Q: 3 clusters Score -8562978 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43132 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -8563111.000000 Penalty: 5338.698242
	Iteration 52Q: 3 clusters Score -8563111 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -8563282.000000 Penalty: 5338.698242
	Iteration 53Q: 3 clusters Score -8563282 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43988 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -8563406.000000 Penalty: 5338.698242
	Iteration 54Q: 3 clusters Score -8563406 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44307 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -8563518.000000 Penalty: 5338.698242
	Iteration 55Q: 3 clusters Score -8563518 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44566 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -8563580.000000 Penalty: 5338.698242
	Iteration 56Q: 3 clusters Score -8563580 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44789 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -8563633.000000 Penalty: 5338.698242
	Iteration 57Q: 3 clusters Score -8563633 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44966 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -8563692.000000 Penalty: 5338.698242
	Iteration 58Q: 3 clusters Score -8563692 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45128 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -8563707.000000 Penalty: 5338.698242
	Iteration 59Q: 3 clusters Score -8563707 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45256 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -8563726.000000 Penalty: 5338.698242
	Iteration 60F: 3 clusters Score -8563726 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -8563745.000000 Penalty: 5338.698242
	Iteration 61Q: 3 clusters Score -8563745 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45450 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -8563761.000000 Penalty: 5338.698242
	Iteration 62Q: 3 clusters Score -8563761 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45524 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -8563792.000000 Penalty: 5338.698242
	Iteration 63Q: 3 clusters Score -8563792 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -8563802.000000 Penalty: 5338.698242
	Iteration 64Q: 3 clusters Score -8563802 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45642 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -8563792.000000 Penalty: 5338.698242
	Iteration 65Q: 3 clusters Score -8563792 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45703 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -8563796.000000 Penalty: 5338.698242
	Iteration 66Q: 3 clusters Score -8563796 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -8563818.000000 Penalty: 5338.698242
	Iteration 67Q: 3 clusters Score -8563818 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45808 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -8563824.000000 Penalty: 5338.698242
	Iteration 68Q: 3 clusters Score -8563824 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45855 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -8563834.000000 Penalty: 5338.698242
	Iteration 69Q: 3 clusters Score -8563834 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45891 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -8563869.000000 Penalty: 5338.698242
	Iteration 70Q: 3 clusters Score -8563869 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45929 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -8563869.000000 Penalty: 5338.698242
	Iteration 71Q: 3 clusters Score -8563869 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45953 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -8563881.000000 Penalty: 5338.698242
	Iteration 72Q: 3 clusters Score -8563881 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45981 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -8563895.000000 Penalty: 5338.698242
	Iteration 73Q: 3 clusters Score -8563895 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46003 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -8563886.000000 Penalty: 5338.698242
	Iteration 74Q: 3 clusters Score -8563886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -8563887.000000 Penalty: 5338.698242
	Iteration 75Q: 3 clusters Score -8563887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46028 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -8563883.000000 Penalty: 5338.698242
	Iteration 76Q: 3 clusters Score -8563883 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46038 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -8563895.000000 Penalty: 5338.698242
	Iteration 77Q: 3 clusters Score -8563895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46044 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -8563900.000000 Penalty: 5338.698242
	Iteration 78Q: 3 clusters Score -8563900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46050 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -8563903.000000 Penalty: 5338.698242
	Iteration 79Q: 3 clusters Score -8563903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46056 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -8563906.000000 Penalty: 5338.698242
	Iteration 80F: 3 clusters Score -8563906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46066 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -8563915.000000 Penalty: 5338.698242
	Iteration 81Q: 3 clusters Score -8563915 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46074 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -8563915.000000 Penalty: 5338.698242
	Iteration 82Q: 3 clusters Score -8563915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46080 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -8563915.000000 Penalty: 5338.698242
	Iteration 83Q: 3 clusters Score -8563915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46082 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -8563912.000000 Penalty: 5338.698242
	Iteration 84Q: 3 clusters Score -8563912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46085 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -8563923.000000 Penalty: 5338.698242
	Iteration 85Q: 3 clusters Score -8563923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46087 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -8563915.000000 Penalty: 5338.698242
	Iteration 86Q: 3 clusters Score -8563915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46090 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -8563918.000000 Penalty: 5338.698242
	Iteration 87Q: 3 clusters Score -8563918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46090 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -8563918.000000 Penalty: 5338.698242
	Iteration 88F: 3 clusters Score -8563918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -56100.875000 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -56100.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -54761.125000 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -54761.12 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -54940.507812 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -54940.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -55009.750000 Penalty: 2982.802734
	Iteration 2Q: 3 clusters Score -55009.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -55031.984375 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -55031.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -55053.687500 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -55053.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -55068.605469 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -55068.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -55071.898438 Penalty: 2982.802734
	Iteration 6Q: 3 clusters Score -55071.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -55071.898438 Penalty: 2982.802734
	Iteration 7F: 3 clusters Score -55071.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Entering Unmasked Estep 
Score: -4657985.500000 Penalty: 2523.249268
	Iteration 0F: 2 clusters Score -4657986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -4640002.500000 Penalty: 5046.498535
	Iteration 0F: 3 clusters Score -4640002 nChanged 11703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -4646160.500000 Penalty: 5046.498535
	Iteration 1F: 3 clusters Score -4646160 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -4646648.500000 Penalty: 5046.498535
	Iteration 2Q: 3 clusters Score -4646648 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -4647064.500000 Penalty: 5046.498535
	Iteration 3Q: 3 clusters Score -4647064 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -4647446.500000 Penalty: 5046.498535
	Iteration 4Q: 3 clusters Score -4647446 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -4647822.500000 Penalty: 5046.498535
	Iteration 5Q: 3 clusters Score -4647822 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -4648182.000000 Penalty: 5046.498535
	Iteration 6Q: 3 clusters Score -4648182 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -4648707.500000 Penalty: 5046.498535
	Iteration 7Q: 3 clusters Score -4648708 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -4649351.500000 Penalty: 5046.498535
	Iteration 8Q: 3 clusters Score -4649352 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -4650211.000000 Penalty: 5046.498535
	Iteration 9F: 3 clusters Score -4650211 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -4651359.500000 Penalty: 5046.498535
	Iteration 10F: 3 clusters Score -4651360 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -4652639.500000 Penalty: 5046.498535
	Iteration 11F: 3 clusters Score -4652640 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -4653821.500000 Penalty: 5046.498535
	Iteration 12F: 3 clusters Score -4653822 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -4654693.500000 Penalty: 5046.498535
	Iteration 13Q: 3 clusters Score -4654694 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -4655136.000000 Penalty: 5046.498535
	Iteration 14Q: 3 clusters Score -4655136 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4655367.000000 Penalty: 5046.498535
	Iteration 15Q: 3 clusters Score -4655367 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4655497.500000 Penalty: 5046.498535
	Iteration 16Q: 3 clusters Score -4655498 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -4655591.000000 Penalty: 5046.498535
	Iteration 17Q: 3 clusters Score -4655591 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4655650.000000 Penalty: 5046.498535
	Iteration 18Q: 3 clusters Score -4655650 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4655682.500000 Penalty: 5046.498535
	Iteration 19Q: 3 clusters Score -4655682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4655697.500000 Penalty: 5046.498535
	Iteration 20F: 3 clusters Score -4655698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25842 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4655714.500000 Penalty: 5046.498535
	Iteration 21Q: 3 clusters Score -4655714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4655732.500000 Penalty: 5046.498535
	Iteration 22Q: 3 clusters Score -4655732 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4655754.000000 Penalty: 5046.498535
	Iteration 23Q: 3 clusters Score -4655754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4655773.000000 Penalty: 5046.498535
	Iteration 24Q: 3 clusters Score -4655773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4655787.500000 Penalty: 5046.498535
	Iteration 25Q: 3 clusters Score -4655788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4655790.500000 Penalty: 5046.498535
	Iteration 26Q: 3 clusters Score -4655790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4655794.000000 Penalty: 5046.498535
	Iteration 27Q: 3 clusters Score -4655794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4655801.000000 Penalty: 5046.498535
	Iteration 28Q: 3 clusters Score -4655801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4655802.000000 Penalty: 5046.498535
	Iteration 29Q: 3 clusters Score -4655802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4655802.000000 Penalty: 5046.498535
	Iteration 30Q: 3 clusters Score -4655802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4655809.000000 Penalty: 5046.498535
	Iteration 31Q: 3 clusters Score -4655809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4655809.000000 Penalty: 5046.498535
	Iteration 32Q: 3 clusters Score -4655809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4655815.500000 Penalty: 5046.498535
	Iteration 33Q: 3 clusters Score -4655816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -4655817.000000 Penalty: 5046.498535
	Iteration 34Q: 3 clusters Score -4655817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4655817.500000 Penalty: 5046.498535
	Iteration 35Q: 3 clusters Score -4655818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4655816.000000 Penalty: 5046.498535
	Iteration 36Q: 3 clusters Score -4655816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4655816.000000 Penalty: 5046.498535
	Iteration 37F: 3 clusters Score -4655816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (35216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35216 members 
Entering Unmasked Estep 
Score: -6394605.500000 Penalty: 2596.375244
	Iteration 0F: 2 clusters Score -6394606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -6370442.000000 Penalty: 5192.750488
	Iteration 0F: 3 clusters Score -6370442 nChanged 16014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -6379311.500000 Penalty: 5192.750488
	Iteration 1F: 3 clusters Score -6379312 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -6379762.500000 Penalty: 5192.750488
	Iteration 2Q: 3 clusters Score -6379762 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -6380210.500000 Penalty: 5192.750488
	Iteration 3Q: 3 clusters Score -6380210 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -6380778.500000 Penalty: 5192.750488
	Iteration 4Q: 3 clusters Score -6380778 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -6381332.500000 Penalty: 5192.750488
	Iteration 5Q: 3 clusters Score -6381332 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -6381985.000000 Penalty: 5192.750488
	Iteration 6Q: 3 clusters Score -6381985 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -6382882.000000 Penalty: 5192.750488
	Iteration 7Q: 3 clusters Score -6382882 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -6384128.500000 Penalty: 5192.750488
	Iteration 8F: 3 clusters Score -6384128 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -6385850.000000 Penalty: 5192.750488
	Iteration 9F: 3 clusters Score -6385850 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -6387498.500000 Penalty: 5192.750488
	Iteration 10F: 3 clusters Score -6387498 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -6388576.500000 Penalty: 5192.750488
	Iteration 11Q: 3 clusters Score -6388576 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -6389050.500000 Penalty: 5192.750488
	Iteration 12Q: 3 clusters Score -6389050 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -6389321.000000 Penalty: 5192.750488
	Iteration 13Q: 3 clusters Score -6389321 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -6389554.500000 Penalty: 5192.750488
	Iteration 14Q: 3 clusters Score -6389554 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -6389797.000000 Penalty: 5192.750488
	Iteration 15Q: 3 clusters Score -6389797 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -6390012.000000 Penalty: 5192.750488
	Iteration 16Q: 3 clusters Score -6390012 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -6390204.500000 Penalty: 5192.750488
	Iteration 17Q: 3 clusters Score -6390204 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -6390368.000000 Penalty: 5192.750488
	Iteration 18Q: 3 clusters Score -6390368 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -6390525.500000 Penalty: 5192.750488
	Iteration 19Q: 3 clusters Score -6390526 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -6390682.000000 Penalty: 5192.750488
	Iteration 20F: 3 clusters Score -6390682 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -6390832.000000 Penalty: 5192.750488
	Iteration 21Q: 3 clusters Score -6390832 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -6390994.500000 Penalty: 5192.750488
	Iteration 22Q: 3 clusters Score -6390994 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -6391139.500000 Penalty: 5192.750488
	Iteration 23Q: 3 clusters Score -6391140 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -6391254.000000 Penalty: 5192.750488
	Iteration 24Q: 3 clusters Score -6391254 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -6391337.500000 Penalty: 5192.750488
	Iteration 25Q: 3 clusters Score -6391338 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -6391429.500000 Penalty: 5192.750488
	Iteration 26Q: 3 clusters Score -6391430 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -6391547.500000 Penalty: 5192.750488
	Iteration 27Q: 3 clusters Score -6391548 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -6391590.500000 Penalty: 5192.750488
	Iteration 28Q: 3 clusters Score -6391590 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -6391672.000000 Penalty: 5192.750488
	Iteration 29Q: 3 clusters Score -6391672 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -6391721.000000 Penalty: 5192.750488
	Iteration 30Q: 3 clusters Score -6391721 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -6391756.000000 Penalty: 5192.750488
	Iteration 31Q: 3 clusters Score -6391756 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -6391806.500000 Penalty: 5192.750488
	Iteration 32Q: 3 clusters Score -6391806 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -6391846.500000 Penalty: 5192.750488
	Iteration 33Q: 3 clusters Score -6391846 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -6391870.500000 Penalty: 5192.750488
	Iteration 34Q: 3 clusters Score -6391870 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -6391901.000000 Penalty: 5192.750488
	Iteration 35Q: 3 clusters Score -6391901 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28997 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -6391919.000000 Penalty: 5192.750488
	Iteration 36Q: 3 clusters Score -6391919 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -6391958.000000 Penalty: 5192.750488
	Iteration 37Q: 3 clusters Score -6391958 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -6391989.500000 Penalty: 5192.750488
	Iteration 38Q: 3 clusters Score -6391990 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -6392006.000000 Penalty: 5192.750488
	Iteration 39Q: 3 clusters Score -6392006 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -6392012.000000 Penalty: 5192.750488
	Iteration 40F: 3 clusters Score -6392012 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -6392013.000000 Penalty: 5192.750488
	Iteration 41Q: 3 clusters Score -6392013 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -6392029.000000 Penalty: 5192.750488
	Iteration 42Q: 3 clusters Score -6392029 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -6392055.000000 Penalty: 5192.750488
	Iteration 43Q: 3 clusters Score -6392055 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -6392061.500000 Penalty: 5192.750488
	Iteration 44Q: 3 clusters Score -6392062 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -6392074.000000 Penalty: 5192.750488
	Iteration 45Q: 3 clusters Score -6392074 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -6392086.000000 Penalty: 5192.750488
	Iteration 46Q: 3 clusters Score -6392086 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -6392094.000000 Penalty: 5192.750488
	Iteration 47Q: 3 clusters Score -6392094 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -6392112.000000 Penalty: 5192.750488
	Iteration 48Q: 3 clusters Score -6392112 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -6392125.000000 Penalty: 5192.750488
	Iteration 49Q: 3 clusters Score -6392125 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -6392130.000000 Penalty: 5192.750488
	Iteration 50Q: 3 clusters Score -6392130 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -6392153.500000 Penalty: 5192.750488
	Iteration 51Q: 3 clusters Score -6392154 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -6392150.500000 Penalty: 5192.750488
	Iteration 52Q: 3 clusters Score -6392150 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -6392147.000000 Penalty: 5192.750488
	Iteration 53Q: 3 clusters Score -6392147 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -6392141.500000 Penalty: 5192.750488
	Iteration 54Q: 3 clusters Score -6392142 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -6392147.500000 Penalty: 5192.750488
	Iteration 55Q: 3 clusters Score -6392148 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -6392161.500000 Penalty: 5192.750488
	Iteration 56Q: 3 clusters Score -6392162 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -6392173.500000 Penalty: 5192.750488
	Iteration 57Q: 3 clusters Score -6392174 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30564 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -6392182.500000 Penalty: 5192.750488
	Iteration 58Q: 3 clusters Score -6392182 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -6392215.000000 Penalty: 5192.750488
	Iteration 59Q: 3 clusters Score -6392215 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -6392215.000000 Penalty: 5192.750488
	Iteration 60F: 3 clusters Score -6392215 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -6392218.500000 Penalty: 5192.750488
	Iteration 61Q: 3 clusters Score -6392218 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -6392220.500000 Penalty: 5192.750488
	Iteration 62Q: 3 clusters Score -6392220 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30763 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -6392234.000000 Penalty: 5192.750488
	Iteration 63Q: 3 clusters Score -6392234 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -6392233.500000 Penalty: 5192.750488
	Iteration 64Q: 3 clusters Score -6392234 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -6392232.000000 Penalty: 5192.750488
	Iteration 65Q: 3 clusters Score -6392232 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -6392238.500000 Penalty: 5192.750488
	Iteration 66Q: 3 clusters Score -6392238 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -6392250.000000 Penalty: 5192.750488
	Iteration 67Q: 3 clusters Score -6392250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -6392268.000000 Penalty: 5192.750488
	Iteration 68Q: 3 clusters Score -6392268 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -6392272.000000 Penalty: 5192.750488
	Iteration 69Q: 3 clusters Score -6392272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -6392275.000000 Penalty: 5192.750488
	Iteration 70Q: 3 clusters Score -6392275 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -6392278.500000 Penalty: 5192.750488
	Iteration 71Q: 3 clusters Score -6392278 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -6392284.000000 Penalty: 5192.750488
	Iteration 72Q: 3 clusters Score -6392284 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -6392299.000000 Penalty: 5192.750488
	Iteration 73Q: 3 clusters Score -6392299 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -6392297.500000 Penalty: 5192.750488
	Iteration 74Q: 3 clusters Score -6392298 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -6392291.500000 Penalty: 5192.750488
	Iteration 75Q: 3 clusters Score -6392292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -6392299.000000 Penalty: 5192.750488
	Iteration 76Q: 3 clusters Score -6392299 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -6392292.000000 Penalty: 5192.750488
	Iteration 77Q: 3 clusters Score -6392292 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -6392293.500000 Penalty: 5192.750488
	Iteration 78Q: 3 clusters Score -6392294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -6392288.500000 Penalty: 5192.750488
	Iteration 79Q: 3 clusters Score -6392288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -6392292.500000 Penalty: 5192.750488
	Iteration 80F: 3 clusters Score -6392292 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -6392298.500000 Penalty: 5192.750488
	Iteration 81Q: 3 clusters Score -6392298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -6392305.500000 Penalty: 5192.750488
	Iteration 82Q: 3 clusters Score -6392306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -6392301.500000 Penalty: 5192.750488
	Iteration 83Q: 3 clusters Score -6392302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -6392305.500000 Penalty: 5192.750488
	Iteration 84Q: 3 clusters Score -6392306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -6392302.500000 Penalty: 5192.750488
	Iteration 85Q: 3 clusters Score -6392302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -6392307.500000 Penalty: 5192.750488
	Iteration 86Q: 3 clusters Score -6392308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -6392306.500000 Penalty: 5192.750488
	Iteration 87Q: 3 clusters Score -6392306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -6392313.500000 Penalty: 5192.750488
	Iteration 88Q: 3 clusters Score -6392314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -6392320.000000 Penalty: 5192.750488
	Iteration 89Q: 3 clusters Score -6392320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -6392317.500000 Penalty: 5192.750488
	Iteration 90Q: 3 clusters Score -6392318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -6392326.000000 Penalty: 5192.750488
	Iteration 91Q: 3 clusters Score -6392326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -6392330.500000 Penalty: 5192.750488
	Iteration 92Q: 3 clusters Score -6392330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -6392327.000000 Penalty: 5192.750488
	Iteration 93Q: 3 clusters Score -6392327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -6392325.000000 Penalty: 5192.750488
	Iteration 94Q: 3 clusters Score -6392325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -6392336.000000 Penalty: 5192.750488
	Iteration 95Q: 3 clusters Score -6392336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -6392333.000000 Penalty: 5192.750488
	Iteration 96Q: 3 clusters Score -6392333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -6392330.500000 Penalty: 5192.750488
	Iteration 97Q: 3 clusters Score -6392330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -6392340.000000 Penalty: 5192.750488
	Iteration 98Q: 3 clusters Score -6392340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -6392345.500000 Penalty: 5192.750488
	Iteration 99Q: 3 clusters Score -6392346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -6392349.500000 Penalty: 5192.750488
	Iteration 100F: 3 clusters Score -6392350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -6392349.500000 Penalty: 5192.750488
	Iteration 101Q: 3 clusters Score -6392350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -6392353.000000 Penalty: 5192.750488
	Iteration 102Q: 3 clusters Score -6392353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -6392356.500000 Penalty: 5192.750488
	Iteration 103Q: 3 clusters Score -6392356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -6392353.500000 Penalty: 5192.750488
	Iteration 104Q: 3 clusters Score -6392354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31497 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -6392352.000000 Penalty: 5192.750488
	Iteration 105Q: 3 clusters Score -6392352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31499 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -6392352.500000 Penalty: 5192.750488
	Iteration 106Q: 3 clusters Score -6392352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -6392345.500000 Penalty: 5192.750488
	Iteration 107Q: 3 clusters Score -6392346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -6392345.500000 Penalty: 5192.750488
	Iteration 108F: 3 clusters Score -6392346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (45332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Entering Unmasked Estep 
Score: -8359354.500000 Penalty: 2658.998535
	Iteration 0F: 2 clusters Score -8359354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -8329932.500000 Penalty: 5317.997070
	Iteration 0F: 3 clusters Score -8329932 nChanged 20835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -8341264.000000 Penalty: 5317.997070
	Iteration 1F: 3 clusters Score -8341264 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -8341748.500000 Penalty: 5317.997070
	Iteration 2Q: 3 clusters Score -8341748 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -8342284.000000 Penalty: 5317.997070
	Iteration 3Q: 3 clusters Score -8342284 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -8342787.500000 Penalty: 5317.997070
	Iteration 4Q: 3 clusters Score -8342788 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -8343363.500000 Penalty: 5317.997070
	Iteration 5Q: 3 clusters Score -8343364 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -8344104.000000 Penalty: 5317.997070
	Iteration 6Q: 3 clusters Score -8344104 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -8345033.500000 Penalty: 5317.997070
	Iteration 7Q: 3 clusters Score -8345034 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -8346293.500000 Penalty: 5317.997070
	Iteration 8Q: 3 clusters Score -8346294 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -8347858.500000 Penalty: 5317.997070
	Iteration 9F: 3 clusters Score -8347858 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -8349544.000000 Penalty: 5317.997070
	Iteration 10F: 3 clusters Score -8349544 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -8350756.500000 Penalty: 5317.997070
	Iteration 11Q: 3 clusters Score -8350756 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -8351470.000000 Penalty: 5317.997070
	Iteration 12Q: 3 clusters Score -8351470 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -8351925.500000 Penalty: 5317.997070
	Iteration 13Q: 3 clusters Score -8351926 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -8352248.500000 Penalty: 5317.997070
	Iteration 14Q: 3 clusters Score -8352248 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -8352549.500000 Penalty: 5317.997070
	Iteration 15Q: 3 clusters Score -8352550 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35535 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -8352835.500000 Penalty: 5317.997070
	Iteration 16Q: 3 clusters Score -8352836 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -8353198.500000 Penalty: 5317.997070
	Iteration 17Q: 3 clusters Score -8353198 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -8353571.500000 Penalty: 5317.997070
	Iteration 18Q: 3 clusters Score -8353572 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -8353922.500000 Penalty: 5317.997070
	Iteration 19Q: 3 clusters Score -8353922 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -8354299.500000 Penalty: 5317.997070
	Iteration 20F: 3 clusters Score -8354300 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39611 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -8354585.500000 Penalty: 5317.997070
	Iteration 21Q: 3 clusters Score -8354586 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -8354938.500000 Penalty: 5317.997070
	Iteration 22Q: 3 clusters Score -8354938 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -8355309.000000 Penalty: 5317.997070
	Iteration 23Q: 3 clusters Score -8355309 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41695 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -8355600.000000 Penalty: 5317.997070
	Iteration 24Q: 3 clusters Score -8355600 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42275 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -8355893.000000 Penalty: 5317.997070
	Iteration 25Q: 3 clusters Score -8355893 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -8356213.000000 Penalty: 5317.997070
	Iteration 26Q: 3 clusters Score -8356213 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43362 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -8356490.500000 Penalty: 5317.997070
	Iteration 27Q: 3 clusters Score -8356490 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43787 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -8356709.500000 Penalty: 5317.997070
	Iteration 28Q: 3 clusters Score -8356710 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -8356845.000000 Penalty: 5317.997070
	Iteration 29Q: 3 clusters Score -8356845 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44305 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -8356951.500000 Penalty: 5317.997070
	Iteration 30Q: 3 clusters Score -8356952 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -8357030.500000 Penalty: 5317.997070
	Iteration 31Q: 3 clusters Score -8357030 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44543 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8357064.000000 Penalty: 5317.997070
	Iteration 32Q: 3 clusters Score -8357064 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44610 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -8357099.500000 Penalty: 5317.997070
	Iteration 33Q: 3 clusters Score -8357100 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44644 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8357090.000000 Penalty: 5317.997070
	Iteration 34Q: 3 clusters Score -8357090 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44670 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -8357112.000000 Penalty: 5317.997070
	Iteration 35Q: 3 clusters Score -8357112 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8357129.500000 Penalty: 5317.997070
	Iteration 36Q: 3 clusters Score -8357130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44722 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -8357123.000000 Penalty: 5317.997070
	Iteration 37Q: 3 clusters Score -8357123 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44744 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -8357138.500000 Penalty: 5317.997070
	Iteration 38Q: 3 clusters Score -8357138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8357151.000000 Penalty: 5317.997070
	Iteration 39Q: 3 clusters Score -8357151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -8357147.500000 Penalty: 5317.997070
	Iteration 40F: 3 clusters Score -8357148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8357148.500000 Penalty: 5317.997070
	Iteration 41Q: 3 clusters Score -8357148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44781 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8357150.500000 Penalty: 5317.997070
	Iteration 42Q: 3 clusters Score -8357150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -8357154.500000 Penalty: 5317.997070
	Iteration 43Q: 3 clusters Score -8357154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -8357163.500000 Penalty: 5317.997070
	Iteration 44Q: 3 clusters Score -8357164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44806 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8357166.000000 Penalty: 5317.997070
	Iteration 45Q: 3 clusters Score -8357166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8357162.500000 Penalty: 5317.997070
	Iteration 46Q: 3 clusters Score -8357162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44817 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -8357172.000000 Penalty: 5317.997070
	Iteration 47Q: 3 clusters Score -8357172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44824 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -8357177.000000 Penalty: 5317.997070
	Iteration 48Q: 3 clusters Score -8357177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44831 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8357172.500000 Penalty: 5317.997070
	Iteration 49Q: 3 clusters Score -8357172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44839 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -8357171.500000 Penalty: 5317.997070
	Iteration 50Q: 3 clusters Score -8357172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8357179.500000 Penalty: 5317.997070
	Iteration 51Q: 3 clusters Score -8357180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8357186.000000 Penalty: 5317.997070
	Iteration 52Q: 3 clusters Score -8357186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44857 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8357185.000000 Penalty: 5317.997070
	Iteration 53Q: 3 clusters Score -8357185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44860 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8357195.500000 Penalty: 5317.997070
	Iteration 54Q: 3 clusters Score -8357196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44864 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8357197.500000 Penalty: 5317.997070
	Iteration 55Q: 3 clusters Score -8357198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44865 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8357192.500000 Penalty: 5317.997070
	Iteration 56Q: 3 clusters Score -8357192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -8357194.500000 Penalty: 5317.997070
	Iteration 57Q: 3 clusters Score -8357194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8357195.000000 Penalty: 5317.997070
	Iteration 58Q: 3 clusters Score -8357195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8357197.500000 Penalty: 5317.997070
	Iteration 59Q: 3 clusters Score -8357198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8357197.500000 Penalty: 5317.997070
	Iteration 60F: 3 clusters Score -8357198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (47756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47756 members 
Entering Unmasked Estep 
Score: -8792482.000000 Penalty: 2671.917236
	Iteration 0F: 2 clusters Score -8792482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 23889 members 
Entering Unmasked Estep 
Score: -8763145.000000 Penalty: 5343.834473
	Iteration 0F: 3 clusters Score -8763145 nChanged 21906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -8775190.000000 Penalty: 5343.834473
	Iteration 1F: 3 clusters Score -8775190 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -8775797.000000 Penalty: 5343.834473
	Iteration 2Q: 3 clusters Score -8775797 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -8776306.000000 Penalty: 5343.834473
	Iteration 3Q: 3 clusters Score -8776306 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -8777090.000000 Penalty: 5343.834473
	Iteration 4Q: 3 clusters Score -8777090 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -8778100.000000 Penalty: 5343.834473
	Iteration 5Q: 3 clusters Score -8778100 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -8779580.000000 Penalty: 5343.834473
	Iteration 6Q: 3 clusters Score -8779580 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -8781826.000000 Penalty: 5343.834473
	Iteration 7F: 3 clusters Score -8781826 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -8784592.000000 Penalty: 5343.834473
	Iteration 8F: 3 clusters Score -8784592 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -8786969.000000 Penalty: 5343.834473
	Iteration 9F: 3 clusters Score -8786969 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -8788171.000000 Penalty: 5343.834473
	Iteration 10Q: 3 clusters Score -8788171 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -8788908.000000 Penalty: 5343.834473
	Iteration 11Q: 3 clusters Score -8788908 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -8789473.000000 Penalty: 5343.834473
	Iteration 12Q: 3 clusters Score -8789473 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -8789849.000000 Penalty: 5343.834473
	Iteration 13Q: 3 clusters Score -8789849 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -8790257.000000 Penalty: 5343.834473
	Iteration 14Q: 3 clusters Score -8790257 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -8790498.000000 Penalty: 5343.834473
	Iteration 15Q: 3 clusters Score -8790498 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -8790698.000000 Penalty: 5343.834473
	Iteration 16Q: 3 clusters Score -8790698 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -8790833.000000 Penalty: 5343.834473
	Iteration 17Q: 3 clusters Score -8790833 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -8790910.000000 Penalty: 5343.834473
	Iteration 18Q: 3 clusters Score -8790910 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -8790958.000000 Penalty: 5343.834473
	Iteration 19Q: 3 clusters Score -8790958 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -8791051.000000 Penalty: 5343.834473
	Iteration 20F: 3 clusters Score -8791051 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -8791136.000000 Penalty: 5343.834473
	Iteration 21Q: 3 clusters Score -8791136 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -8791145.000000 Penalty: 5343.834473
	Iteration 22Q: 3 clusters Score -8791145 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -8791197.000000 Penalty: 5343.834473
	Iteration 23Q: 3 clusters Score -8791197 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -8791227.000000 Penalty: 5343.834473
	Iteration 24Q: 3 clusters Score -8791227 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35645 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -8791259.000000 Penalty: 5343.834473
	Iteration 25Q: 3 clusters Score -8791259 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35864 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -8791298.000000 Penalty: 5343.834473
	Iteration 26Q: 3 clusters Score -8791298 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -8791334.000000 Penalty: 5343.834473
	Iteration 27Q: 3 clusters Score -8791334 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -8791351.000000 Penalty: 5343.834473
	Iteration 28Q: 3 clusters Score -8791351 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -8791370.000000 Penalty: 5343.834473
	Iteration 29Q: 3 clusters Score -8791370 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -8791413.000000 Penalty: 5343.834473
	Iteration 30Q: 3 clusters Score -8791413 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -8791430.000000 Penalty: 5343.834473
	Iteration 31Q: 3 clusters Score -8791430 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -8791423.000000 Penalty: 5343.834473
	Iteration 32Q: 3 clusters Score -8791423 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -8791439.000000 Penalty: 5343.834473
	Iteration 33Q: 3 clusters Score -8791439 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -8791435.000000 Penalty: 5343.834473
	Iteration 34Q: 3 clusters Score -8791435 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -8791432.000000 Penalty: 5343.834473
	Iteration 35Q: 3 clusters Score -8791432 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37290 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -8791427.000000 Penalty: 5343.834473
	Iteration 36Q: 3 clusters Score -8791427 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37339 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -8791426.000000 Penalty: 5343.834473
	Iteration 37Q: 3 clusters Score -8791426 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -8791417.000000 Penalty: 5343.834473
	Iteration 38Q: 3 clusters Score -8791417 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37452 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -8791412.000000 Penalty: 5343.834473
	Iteration 39Q: 3 clusters Score -8791412 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -8791427.000000 Penalty: 5343.834473
	Iteration 40F: 3 clusters Score -8791427 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37509 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -8791420.000000 Penalty: 5343.834473
	Iteration 41Q: 3 clusters Score -8791420 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37542 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -8791424.000000 Penalty: 5343.834473
	Iteration 42Q: 3 clusters Score -8791424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -8791422.000000 Penalty: 5343.834473
	Iteration 43Q: 3 clusters Score -8791422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -8791423.000000 Penalty: 5343.834473
	Iteration 44Q: 3 clusters Score -8791423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -8791429.000000 Penalty: 5343.834473
	Iteration 45Q: 3 clusters Score -8791429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -8791423.000000 Penalty: 5343.834473
	Iteration 46Q: 3 clusters Score -8791423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -8791414.000000 Penalty: 5343.834473
	Iteration 47Q: 3 clusters Score -8791414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -8791416.000000 Penalty: 5343.834473
	Iteration 48Q: 3 clusters Score -8791416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37601 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -8791401.000000 Penalty: 5343.834473
	Iteration 49Q: 3 clusters Score -8791401 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -8791377.000000 Penalty: 5343.834473
	Iteration 50Q: 3 clusters Score -8791377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -8791379.000000 Penalty: 5343.834473
	Iteration 51Q: 3 clusters Score -8791379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -8791374.000000 Penalty: 5343.834473
	Iteration 52Q: 3 clusters Score -8791374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -8791396.000000 Penalty: 5343.834473
	Iteration 53Q: 3 clusters Score -8791396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -8791407.000000 Penalty: 5343.834473
	Iteration 54Q: 3 clusters Score -8791407 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -8791397.000000 Penalty: 5343.834473
	Iteration 55Q: 3 clusters Score -8791397 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37726 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -8791405.000000 Penalty: 5343.834473
	Iteration 56Q: 3 clusters Score -8791405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37734 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -8791406.000000 Penalty: 5343.834473
	Iteration 57Q: 3 clusters Score -8791406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -8791403.000000 Penalty: 5343.834473
	Iteration 58Q: 3 clusters Score -8791403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -8791414.000000 Penalty: 5343.834473
	Iteration 59Q: 3 clusters Score -8791414 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37759 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -8791409.000000 Penalty: 5343.834473
	Iteration 60F: 3 clusters Score -8791409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37770 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -8791415.000000 Penalty: 5343.834473
	Iteration 61Q: 3 clusters Score -8791415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -8791411.000000 Penalty: 5343.834473
	Iteration 62Q: 3 clusters Score -8791411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -8791409.000000 Penalty: 5343.834473
	Iteration 63Q: 3 clusters Score -8791409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -8791407.000000 Penalty: 5343.834473
	Iteration 64Q: 3 clusters Score -8791407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -8791400.000000 Penalty: 5343.834473
	Iteration 65Q: 3 clusters Score -8791400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -8791404.000000 Penalty: 5343.834473
	Iteration 66Q: 3 clusters Score -8791404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -8791412.000000 Penalty: 5343.834473
	Iteration 67Q: 3 clusters Score -8791412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -8791412.000000 Penalty: 5343.834473
	Iteration 68Q: 3 clusters Score -8791412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37839 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -8791408.000000 Penalty: 5343.834473
	Iteration 69Q: 3 clusters Score -8791408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -8791399.000000 Penalty: 5343.834473
	Iteration 70Q: 3 clusters Score -8791399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37855 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -8791400.000000 Penalty: 5343.834473
	Iteration 71Q: 3 clusters Score -8791400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37859 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -8791398.000000 Penalty: 5343.834473
	Iteration 72Q: 3 clusters Score -8791398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37863 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -8791385.000000 Penalty: 5343.834473
	Iteration 73Q: 3 clusters Score -8791385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -8791390.000000 Penalty: 5343.834473
	Iteration 74Q: 3 clusters Score -8791390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37868 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -8791387.000000 Penalty: 5343.834473
	Iteration 75Q: 3 clusters Score -8791387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -8791392.000000 Penalty: 5343.834473
	Iteration 76Q: 3 clusters Score -8791392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -8791396.000000 Penalty: 5343.834473
	Iteration 77Q: 3 clusters Score -8791396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -8791395.000000 Penalty: 5343.834473
	Iteration 78Q: 3 clusters Score -8791395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -8791395.000000 Penalty: 5343.834473
	Iteration 79F: 3 clusters Score -8791395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (48463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48463 members 
Entering Unmasked Estep 
Score: -8900494.000000 Penalty: 2675.562012
	Iteration 0F: 2 clusters Score -8900494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -8870297.000000 Penalty: 5351.124023
	Iteration 0F: 3 clusters Score -8870297 nChanged 22289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -8882701.000000 Penalty: 5351.124023
	Iteration 1F: 3 clusters Score -8882701 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -8883340.000000 Penalty: 5351.124023
	Iteration 2Q: 3 clusters Score -8883340 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 23910 members 
Entering Unmasked Estep 
Score: -8884015.000000 Penalty: 5351.124023
	Iteration 3Q: 3 clusters Score -8884015 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -8884738.000000 Penalty: 5351.124023
	Iteration 4Q: 3 clusters Score -8884738 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -8885682.000000 Penalty: 5351.124023
	Iteration 5Q: 3 clusters Score -8885682 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -8886686.000000 Penalty: 5351.124023
	Iteration 6Q: 3 clusters Score -8886686 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -8887751.000000 Penalty: 5351.124023
	Iteration 7Q: 3 clusters Score -8887751 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -8889240.000000 Penalty: 5351.124023
	Iteration 8Q: 3 clusters Score -8889240 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -8890853.000000 Penalty: 5351.124023
	Iteration 9F: 3 clusters Score -8890853 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -8892327.000000 Penalty: 5351.124023
	Iteration 10Q: 3 clusters Score -8892327 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -8893154.000000 Penalty: 5351.124023
	Iteration 11Q: 3 clusters Score -8893154 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -8893659.000000 Penalty: 5351.124023
	Iteration 12Q: 3 clusters Score -8893659 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27988 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -8893908.000000 Penalty: 5351.124023
	Iteration 13Q: 3 clusters Score -8893908 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -8894171.000000 Penalty: 5351.124023
	Iteration 14Q: 3 clusters Score -8894171 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -8894447.000000 Penalty: 5351.124023
	Iteration 15Q: 3 clusters Score -8894447 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -8894887.000000 Penalty: 5351.124023
	Iteration 16Q: 3 clusters Score -8894887 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28318 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -8895403.000000 Penalty: 5351.124023
	Iteration 17Q: 3 clusters Score -8895403 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -8896100.000000 Penalty: 5351.124023
	Iteration 18Q: 3 clusters Score -8896100 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 20127 members 
Entering Unmasked Estep 
Score: -8896920.000000 Penalty: 5351.124023
	Iteration 19Q: 3 clusters Score -8896920 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -8897675.000000 Penalty: 5351.124023
	Iteration 20F: 3 clusters Score -8897675 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -8898304.000000 Penalty: 5351.124023
	Iteration 21Q: 3 clusters Score -8898304 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -8898709.000000 Penalty: 5351.124023
	Iteration 22Q: 3 clusters Score -8898709 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -8899003.000000 Penalty: 5351.124023
	Iteration 23Q: 3 clusters Score -8899003 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -8899178.000000 Penalty: 5351.124023
	Iteration 24Q: 3 clusters Score -8899178 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27376 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -8899291.000000 Penalty: 5351.124023
	Iteration 25Q: 3 clusters Score -8899291 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27269 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -8899347.000000 Penalty: 5351.124023
	Iteration 26Q: 3 clusters Score -8899347 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -8899379.000000 Penalty: 5351.124023
	Iteration 27Q: 3 clusters Score -8899379 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27109 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -8899386.000000 Penalty: 5351.124023
	Iteration 28Q: 3 clusters Score -8899386 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -8899392.000000 Penalty: 5351.124023
	Iteration 29Q: 3 clusters Score -8899392 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -8899412.000000 Penalty: 5351.124023
	Iteration 30Q: 3 clusters Score -8899412 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -8899415.000000 Penalty: 5351.124023
	Iteration 31Q: 3 clusters Score -8899415 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -8899424.000000 Penalty: 5351.124023
	Iteration 32Q: 3 clusters Score -8899424 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -8899415.000000 Penalty: 5351.124023
	Iteration 33Q: 3 clusters Score -8899415 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -8899430.000000 Penalty: 5351.124023
	Iteration 34Q: 3 clusters Score -8899430 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -8899460.000000 Penalty: 5351.124023
	Iteration 35Q: 3 clusters Score -8899460 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -8899451.000000 Penalty: 5351.124023
	Iteration 36Q: 3 clusters Score -8899451 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -8899454.000000 Penalty: 5351.124023
	Iteration 37Q: 3 clusters Score -8899454 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -8899439.000000 Penalty: 5351.124023
	Iteration 38Q: 3 clusters Score -8899439 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -8899436.000000 Penalty: 5351.124023
	Iteration 39Q: 3 clusters Score -8899436 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -8899455.000000 Penalty: 5351.124023
	Iteration 40F: 3 clusters Score -8899455 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -8899454.000000 Penalty: 5351.124023
	Iteration 41Q: 3 clusters Score -8899454 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -8899455.000000 Penalty: 5351.124023
	Iteration 42Q: 3 clusters Score -8899455 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -8899439.000000 Penalty: 5351.124023
	Iteration 43Q: 3 clusters Score -8899439 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -8899425.000000 Penalty: 5351.124023
	Iteration 44Q: 3 clusters Score -8899425 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -8899450.000000 Penalty: 5351.124023
	Iteration 45Q: 3 clusters Score -8899450 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -8899433.000000 Penalty: 5351.124023
	Iteration 46Q: 3 clusters Score -8899433 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -8899460.000000 Penalty: 5351.124023
	Iteration 47Q: 3 clusters Score -8899460 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -8899449.000000 Penalty: 5351.124023
	Iteration 48Q: 3 clusters Score -8899449 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25749 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -8899446.000000 Penalty: 5351.124023
	Iteration 49Q: 3 clusters Score -8899446 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -8899449.000000 Penalty: 5351.124023
	Iteration 50Q: 3 clusters Score -8899449 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -8899450.000000 Penalty: 5351.124023
	Iteration 51Q: 3 clusters Score -8899450 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -8899458.000000 Penalty: 5351.124023
	Iteration 52Q: 3 clusters Score -8899458 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -8899438.000000 Penalty: 5351.124023
	Iteration 53Q: 3 clusters Score -8899438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25569 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -8899440.000000 Penalty: 5351.124023
	Iteration 54Q: 3 clusters Score -8899440 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -8899448.000000 Penalty: 5351.124023
	Iteration 55Q: 3 clusters Score -8899448 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -8899439.000000 Penalty: 5351.124023
	Iteration 56Q: 3 clusters Score -8899439 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -8899443.000000 Penalty: 5351.124023
	Iteration 57Q: 3 clusters Score -8899443 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -8899436.000000 Penalty: 5351.124023
	Iteration 58Q: 3 clusters Score -8899436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -8899436.000000 Penalty: 5351.124023
	Iteration 59Q: 3 clusters Score -8899436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -8899430.000000 Penalty: 5351.124023
	Iteration 60F: 3 clusters Score -8899430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -8899432.000000 Penalty: 5351.124023
	Iteration 61Q: 3 clusters Score -8899432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -8899434.000000 Penalty: 5351.124023
	Iteration 62Q: 3 clusters Score -8899434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -8899434.000000 Penalty: 5351.124023
	Iteration 63F: 3 clusters Score -8899434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (46576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46576 members 
Entering Unmasked Estep 
Score: -8535108.000000 Penalty: 2665.712402
	Iteration 0F: 2 clusters Score -8535108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -8505463.000000 Penalty: 5331.424805
	Iteration 0F: 3 clusters Score -8505463 nChanged 21378
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -8517373.000000 Penalty: 5331.424805
	Iteration 1F: 3 clusters Score -8517373 nChanged 2074
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -8518004 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -8518588 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -8519319 nChanged 1955
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -8520186 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -8521572 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -8523472.000000 Penalty: 5331.424805
	Iteration 7F: 3 clusters Score -8523472 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -8525923.000000 Penalty: 5331.424805
	Iteration 8F: 3 clusters Score -8525923 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -8528244.000000 Penalty: 5331.424805
	Iteration 9F: 3 clusters Score -8528244 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -8530039.000000 Penalty: 5331.424805
	Iteration 10F: 3 clusters Score -8530039 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -8531142.000000 Penalty: 5331.424805
	Iteration 11Q: 3 clusters Score -8531142 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 29690 members 
Entering Unmasked Estep 
Score: -8531733.000000 Penalty: 5331.424805
	Iteration 12Q: 3 clusters Score -8531733 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -8532224.000000 Penalty: 5331.424805
	Iteration 13Q: 3 clusters Score -8532224 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -8532651.000000 Penalty: 5331.424805
	Iteration 14Q: 3 clusters Score -8532651 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -8533026.000000 Penalty: 5331.424805
	Iteration 15Q: 3 clusters Score -8533026 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -8533281.000000 Penalty: 5331.424805
	Iteration 16Q: 3 clusters Score -8533281 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -8533477.000000 Penalty: 5331.424805
	Iteration 17Q: 3 clusters Score -8533477 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -8533613.000000 Penalty: 5331.424805
	Iteration 18Q: 3 clusters Score -8533613 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -8533680.000000 Penalty: 5331.424805
	Iteration 19Q: 3 clusters Score -8533680 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -8533710.000000 Penalty: 5331.424805
	Iteration 20F: 3 clusters Score -8533710 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -8533760.000000 Penalty: 5331.424805
	Iteration 21Q: 3 clusters Score -8533760 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -8533774.000000 Penalty: 5331.424805
	Iteration 22Q: 3 clusters Score -8533774 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -8533805.000000 Penalty: 5331.424805
	Iteration 23Q: 3 clusters Score -8533805 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -8533823.000000 Penalty: 5331.424805
	Iteration 24Q: 3 clusters Score -8533823 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -8533852.000000 Penalty: 5331.424805
	Iteration 25Q: 3 clusters Score -8533852 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -8533850.000000 Penalty: 5331.424805
	Iteration 26Q: 3 clusters Score -8533850 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -8533862.000000 Penalty: 5331.424805
	Iteration 27Q: 3 clusters Score -8533862 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -8533875.000000 Penalty: 5331.424805
	Iteration 28Q: 3 clusters Score -8533875 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -8533887.000000 Penalty: 5331.424805
	Iteration 29Q: 3 clusters Score -8533887 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -8533896.000000 Penalty: 5331.424805
	Iteration 30Q: 3 clusters Score -8533896 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -8533901.000000 Penalty: 5331.424805
	Iteration 31Q: 3 clusters Score -8533901 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -8533898.000000 Penalty: 5331.424805
	Iteration 32Q: 3 clusters Score -8533898 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -8533907.000000 Penalty: 5331.424805
	Iteration 33Q: 3 clusters Score -8533907 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -8533905.000000 Penalty: 5331.424805
	Iteration 34Q: 3 clusters Score -8533905 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -8533929.000000 Penalty: 5331.424805
	Iteration 35Q: 3 clusters Score -8533929 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -8533915.000000 Penalty: 5331.424805
	Iteration 36Q: 3 clusters Score -8533915 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -8533896.000000 Penalty: 5331.424805
	Iteration 37Q: 3 clusters Score -8533896 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -8533915.000000 Penalty: 5331.424805
	Iteration 38Q: 3 clusters Score -8533915 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -8533909.000000 Penalty: 5331.424805
	Iteration 39Q: 3 clusters Score -8533909 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -8533909.000000 Penalty: 5331.424805
	Iteration 40F: 3 clusters Score -8533909 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -8533917.000000 Penalty: 5331.424805
	Iteration 41Q: 3 clusters Score -8533917 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -8533924.000000 Penalty: 5331.424805
	Iteration 42Q: 3 clusters Score -8533924 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -8533928.000000 Penalty: 5331.424805
	Iteration 43Q: 3 clusters Score -8533928 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -8533947.000000 Penalty: 5331.424805
	Iteration 44Q: 3 clusters Score -8533947 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -8533938.000000 Penalty: 5331.424805
	Iteration 45Q: 3 clusters Score -8533938 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -8533944.000000 Penalty: 5331.424805
	Iteration 46Q: 3 clusters Score -8533944 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -8533939.000000 Penalty: 5331.424805
	Iteration 47Q: 3 clusters Score -8533939 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -8533931.000000 Penalty: 5331.424805
	Iteration 48Q: 3 clusters Score -8533931 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -8533935.000000 Penalty: 5331.424805
	Iteration 49Q: 3 clusters Score -8533935 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -8533942.000000 Penalty: 5331.424805
	Iteration 50Q: 3 clusters Score -8533942 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -8533949.000000 Penalty: 5331.424805
	Iteration 51Q: 3 clusters Score -8533949 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -8533954.000000 Penalty: 5331.424805
	Iteration 52Q: 3 clusters Score -8533954 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -8533978.000000 Penalty: 5331.424805
	Iteration 53Q: 3 clusters Score -8533978 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -8533966.000000 Penalty: 5331.424805
	Iteration 54Q: 3 clusters Score -8533966 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -8533964.000000 Penalty: 5331.424805
	Iteration 55Q: 3 clusters Score -8533964 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -8533968.000000 Penalty: 5331.424805
	Iteration 56Q: 3 clusters Score -8533968 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -8533975.000000 Penalty: 5331.424805
	Iteration 57Q: 3 clusters Score -8533975 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -8533985.000000 Penalty: 5331.424805
	Iteration 58Q: 3 clusters Score -8533985 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -8533978.000000 Penalty: 5331.424805
	Iteration 59Q: 3 clusters Score -8533978 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -8534001.000000 Penalty: 5331.424805
	Iteration 60F: 3 clusters Score -8534001 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -8533996.000000 Penalty: 5331.424805
	Iteration 61Q: 3 clusters Score -8533996 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -8533998.000000 Penalty: 5331.424805
	Iteration 62Q: 3 clusters Score -8533998 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -8534012.000000 Penalty: 5331.424805
	Iteration 63Q: 3 clusters Score -8534012 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -8534006.000000 Penalty: 5331.424805
	Iteration 64Q: 3 clusters Score -8534006 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -8533998.000000 Penalty: 5331.424805
	Iteration 65Q: 3 clusters Score -8533998 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -8534009.000000 Penalty: 5331.424805
	Iteration 66Q: 3 clusters Score -8534009 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -8534013.000000 Penalty: 5331.424805
	Iteration 67Q: 3 clusters Score -8534013 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -8534015.000000 Penalty: 5331.424805
	Iteration 68Q: 3 clusters Score -8534015 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -8534019.000000 Penalty: 5331.424805
	Iteration 69Q: 3 clusters Score -8534019 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -8534043.000000 Penalty: 5331.424805
	Iteration 70Q: 3 clusters Score -8534043 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -8534023.000000 Penalty: 5331.424805
	Iteration 71Q: 3 clusters Score -8534023 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -8534035.000000 Penalty: 5331.424805
	Iteration 72Q: 3 clusters Score -8534035 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -8534034.000000 Penalty: 5331.424805
	Iteration 73Q: 3 clusters Score -8534034 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -8534023.000000 Penalty: 5331.424805
	Iteration 74Q: 3 clusters Score -8534023 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -8534037.000000 Penalty: 5331.424805
	Iteration 75Q: 3 clusters Score -8534037 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -8534045.000000 Penalty: 5331.424805
	Iteration 76Q: 3 clusters Score -8534045 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -8534082.000000 Penalty: 5331.424805
	Iteration 77Q: 3 clusters Score -8534082 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -8534094.000000 Penalty: 5331.424805
	Iteration 78Q: 3 clusters Score -8534094 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -8534113.000000 Penalty: 5331.424805
	Iteration 79Q: 3 clusters Score -8534113 nChanged 165
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Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -8534116.000000 Penalty: 5331.424805
	Iteration 80F: 3 clusters Score -8534116 nChanged 154
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Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8534116 nChanged 160
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Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -8534143.000000 Penalty: 5331.424805
	Iteration 82Q: 3 clusters Score -8534143 nChanged 191
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Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -8534142.000000 Penalty: 5331.424805
	Iteration 83Q: 3 clusters Score -8534142 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -8534136.000000 Penalty: 5331.424805
	Iteration 84Q: 3 clusters Score -8534136 nChanged 208
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -8534175.000000 Penalty: 5331.424805
	Iteration 85Q: 3 clusters Score -8534175 nChanged 245
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26702 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -8534206.000000 Penalty: 5331.424805
	Iteration 86Q: 3 clusters Score -8534206 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -8534221.000000 Penalty: 5331.424805
	Iteration 87Q: 3 clusters Score -8534221 nChanged 201
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27110 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -8534215.000000 Penalty: 5331.424805
	Iteration 88Q: 3 clusters Score -8534215 nChanged 237
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -8534235.000000 Penalty: 5331.424805
	Iteration 89Q: 3 clusters Score -8534235 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -8534240.000000 Penalty: 5331.424805
	Iteration 90Q: 3 clusters Score -8534240 nChanged 264
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Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -8534266.000000 Penalty: 5331.424805
	Iteration 91Q: 3 clusters Score -8534266 nChanged 246
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Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -8534287.000000 Penalty: 5331.424805
	Iteration 92Q: 3 clusters Score -8534287 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -8534278.000000 Penalty: 5331.424805
	Iteration 93Q: 3 clusters Score -8534278 nChanged 162
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -8534299.000000 Penalty: 5331.424805
	Iteration 94Q: 3 clusters Score -8534299 nChanged 190
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8534323 nChanged 210
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -8534355.000000 Penalty: 5331.424805
	Iteration 96Q: 3 clusters Score -8534355 nChanged 191
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -8534358.000000 Penalty: 5331.424805
	Iteration 97Q: 3 clusters Score -8534358 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29257 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -8534384.000000 Penalty: 5331.424805
	Iteration 98Q: 3 clusters Score -8534384 nChanged 186
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -8534399.000000 Penalty: 5331.424805
	Iteration 99Q: 3 clusters Score -8534399 nChanged 178
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -8534397.000000 Penalty: 5331.424805
	Iteration 100F: 3 clusters Score -8534397 nChanged 150
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -8534385.000000 Penalty: 5331.424805
	Iteration 101Q: 3 clusters Score -8534385 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -8534390.000000 Penalty: 5331.424805
	Iteration 102Q: 3 clusters Score -8534390 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8534410 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -8534415.000000 Penalty: 5331.424805
	Iteration 104Q: 3 clusters Score -8534415 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -8534429.000000 Penalty: 5331.424805
	Iteration 105Q: 3 clusters Score -8534429 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -8534433.000000 Penalty: 5331.424805
	Iteration 106Q: 3 clusters Score -8534433 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -8534420.000000 Penalty: 5331.424805
	Iteration 107Q: 3 clusters Score -8534420 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -8534425.000000 Penalty: 5331.424805
	Iteration 108Q: 3 clusters Score -8534425 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -8534412.000000 Penalty: 5331.424805
	Iteration 109Q: 3 clusters Score -8534412 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -8534423.000000 Penalty: 5331.424805
	Iteration 110Q: 3 clusters Score -8534423 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8534423 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -8534417.000000 Penalty: 5331.424805
	Iteration 112Q: 3 clusters Score -8534417 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -8534422.000000 Penalty: 5331.424805
	Iteration 113Q: 3 clusters Score -8534422 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -8534445.000000 Penalty: 5331.424805
	Iteration 114Q: 3 clusters Score -8534445 nChanged 126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31522 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -8534425.000000 Penalty: 5331.424805
	Iteration 115Q: 3 clusters Score -8534425 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -8534431.000000 Penalty: 5331.424805
	Iteration 116Q: 3 clusters Score -8534431 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -8534439.000000 Penalty: 5331.424805
	Iteration 117Q: 3 clusters Score -8534439 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -8534437.000000 Penalty: 5331.424805
	Iteration 118Q: 3 clusters Score -8534437 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -8534449.000000 Penalty: 5331.424805
	Iteration 119Q: 3 clusters Score -8534449 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -8534452.000000 Penalty: 5331.424805
	Iteration 120F: 3 clusters Score -8534452 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -8534455.000000 Penalty: 5331.424805
	Iteration 121Q: 3 clusters Score -8534455 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -8534474.000000 Penalty: 5331.424805
	Iteration 122Q: 3 clusters Score -8534474 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32311 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -8534449.000000 Penalty: 5331.424805
	Iteration 123Q: 3 clusters Score -8534449 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32420 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -8534458.000000 Penalty: 5331.424805
	Iteration 124Q: 3 clusters Score -8534458 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -8534477.000000 Penalty: 5331.424805
	Iteration 125Q: 3 clusters Score -8534477 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -8534495.000000 Penalty: 5331.424805
	Iteration 126Q: 3 clusters Score -8534495 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -8534502.000000 Penalty: 5331.424805
	Iteration 127Q: 3 clusters Score -8534502 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -8534499.000000 Penalty: 5331.424805
	Iteration 128Q: 3 clusters Score -8534499 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -8534505.000000 Penalty: 5331.424805
	Iteration 129Q: 3 clusters Score -8534505 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -8534519.000000 Penalty: 5331.424805
	Iteration 130Q: 3 clusters Score -8534519 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33017 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -8534516.000000 Penalty: 5331.424805
	Iteration 131Q: 3 clusters Score -8534516 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -8534509.000000 Penalty: 5331.424805
	Iteration 132Q: 3 clusters Score -8534509 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33163 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8534495 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -8534488.000000 Penalty: 5331.424805
	Iteration 134Q: 3 clusters Score -8534488 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -8534494.000000 Penalty: 5331.424805
	Iteration 135Q: 3 clusters Score -8534494 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -8534477.000000 Penalty: 5331.424805
	Iteration 136Q: 3 clusters Score -8534477 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -8534482.000000 Penalty: 5331.424805
	Iteration 137Q: 3 clusters Score -8534482 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -8534482.000000 Penalty: 5331.424805
	Iteration 138Q: 3 clusters Score -8534482 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -8534471.000000 Penalty: 5331.424805
	Iteration 139Q: 3 clusters Score -8534471 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -8534477.000000 Penalty: 5331.424805
	Iteration 140F: 3 clusters Score -8534477 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -8534472.000000 Penalty: 5331.424805
	Iteration 141Q: 3 clusters Score -8534472 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -8534484.000000 Penalty: 5331.424805
	Iteration 142Q: 3 clusters Score -8534484 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -8534507.000000 Penalty: 5331.424805
	Iteration 143Q: 3 clusters Score -8534507 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -8534494.000000 Penalty: 5331.424805
	Iteration 144Q: 3 clusters Score -8534494 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33671 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -8534510.000000 Penalty: 5331.424805
	Iteration 145Q: 3 clusters Score -8534510 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -8534495.000000 Penalty: 5331.424805
	Iteration 146Q: 3 clusters Score -8534495 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -8534490.000000 Penalty: 5331.424805
	Iteration 147Q: 3 clusters Score -8534490 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -8534485.000000 Penalty: 5331.424805
	Iteration 148Q: 3 clusters Score -8534485 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33841 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -8534509.000000 Penalty: 5331.424805
	Iteration 149Q: 3 clusters Score -8534509 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33876 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -8534513.000000 Penalty: 5331.424805
	Iteration 150Q: 3 clusters Score -8534513 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -8534505.000000 Penalty: 5331.424805
	Iteration 151Q: 3 clusters Score -8534505 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -8534513.000000 Penalty: 5331.424805
	Iteration 152Q: 3 clusters Score -8534513 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -8534502.000000 Penalty: 5331.424805
	Iteration 153Q: 3 clusters Score -8534502 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33993 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -8534513.000000 Penalty: 5331.424805
	Iteration 154Q: 3 clusters Score -8534513 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -8534508.000000 Penalty: 5331.424805
	Iteration 155Q: 3 clusters Score -8534508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -8534514.000000 Penalty: 5331.424805
	Iteration 156Q: 3 clusters Score -8534514 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -8534495.000000 Penalty: 5331.424805
	Iteration 157Q: 3 clusters Score -8534495 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -8534493.000000 Penalty: 5331.424805
	Iteration 158Q: 3 clusters Score -8534493 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -8534492.000000 Penalty: 5331.424805
	Iteration 159Q: 3 clusters Score -8534492 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -8534485.000000 Penalty: 5331.424805
	Iteration 160F: 3 clusters Score -8534485 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -8534502.000000 Penalty: 5331.424805
	Iteration 161Q: 3 clusters Score -8534502 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -8534487.000000 Penalty: 5331.424805
	Iteration 162Q: 3 clusters Score -8534487 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -8534483.000000 Penalty: 5331.424805
	Iteration 163Q: 3 clusters Score -8534483 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -8534501.000000 Penalty: 5331.424805
	Iteration 164Q: 3 clusters Score -8534501 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -8534504.000000 Penalty: 5331.424805
	Iteration 165Q: 3 clusters Score -8534504 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -8534513.000000 Penalty: 5331.424805
	Iteration 166Q: 3 clusters Score -8534513 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -8534499.000000 Penalty: 5331.424805
	Iteration 167Q: 3 clusters Score -8534499 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34380 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -8534498.000000 Penalty: 5331.424805
	Iteration 168Q: 3 clusters Score -8534498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34399 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -8534512.000000 Penalty: 5331.424805
	Iteration 169Q: 3 clusters Score -8534512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -8534509.000000 Penalty: 5331.424805
	Iteration 170Q: 3 clusters Score -8534509 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -8534511.000000 Penalty: 5331.424805
	Iteration 171Q: 3 clusters Score -8534511 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -8534511 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34469 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -8534523.000000 Penalty: 5331.424805
	Iteration 173Q: 3 clusters Score -8534523 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -8534512.000000 Penalty: 5331.424805
	Iteration 174Q: 3 clusters Score -8534512 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -8534511.000000 Penalty: 5331.424805
	Iteration 175Q: 3 clusters Score -8534511 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -8534497.000000 Penalty: 5331.424805
	Iteration 176Q: 3 clusters Score -8534497 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -8534498.000000 Penalty: 5331.424805
	Iteration 177Q: 3 clusters Score -8534498 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -8534506.000000 Penalty: 5331.424805
	Iteration 178Q: 3 clusters Score -8534506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -8534502.000000 Penalty: 5331.424805
	Iteration 179Q: 3 clusters Score -8534502 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -8534506.000000 Penalty: 5331.424805
	Iteration 180F: 3 clusters Score -8534506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -8534504.000000 Penalty: 5331.424805
	Iteration 181Q: 3 clusters Score -8534504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -8534503.000000 Penalty: 5331.424805
	Iteration 182Q: 3 clusters Score -8534503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34538 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -8534499.000000 Penalty: 5331.424805
	Iteration 183Q: 3 clusters Score -8534499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -8534490.000000 Penalty: 5331.424805
	Iteration 184Q: 3 clusters Score -8534490 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -8534497 nChanged 0
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Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
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	Iteration 186F: 3 clusters Score -8534497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (38952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38952 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -7096119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -7069878 nChanged 17632
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -7079716 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -7080487.000000 Penalty: 5242.762207
	Iteration 2Q: 3 clusters Score -7080487 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -7081603.500000 Penalty: 5242.762207
	Iteration 3Q: 3 clusters Score -7081604 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 20038 members 
Entering Unmasked Estep 
Score: -7083193.500000 Penalty: 5242.762207
	Iteration 4F: 3 clusters Score -7083194 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -7085232.500000 Penalty: 5242.762207
	Iteration 5F: 3 clusters Score -7085232 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -7087539.500000 Penalty: 5242.762207
	Iteration 6F: 3 clusters Score -7087540 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -7090060.000000 Penalty: 5242.762207
	Iteration 7F: 3 clusters Score -7090060 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -7092122.500000 Penalty: 5242.762207
	Iteration 8F: 3 clusters Score -7092122 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -7093431.500000 Penalty: 5242.762207
	Iteration 9F: 3 clusters Score -7093432 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -7094131.500000 Penalty: 5242.762207
	Iteration 10Q: 3 clusters Score -7094132 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -7094581.500000 Penalty: 5242.762207
	Iteration 11Q: 3 clusters Score -7094582 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -7094967.000000 Penalty: 5242.762207
	Iteration 12Q: 3 clusters Score -7094967 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -7095257.000000 Penalty: 5242.762207
	Iteration 13Q: 3 clusters Score -7095257 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -7095422.000000 Penalty: 5242.762207
	Iteration 14Q: 3 clusters Score -7095422 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -7095533.500000 Penalty: 5242.762207
	Iteration 15Q: 3 clusters Score -7095534 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -7095597.500000 Penalty: 5242.762207
	Iteration 16Q: 3 clusters Score -7095598 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -7095636.500000 Penalty: 5242.762207
	Iteration 17Q: 3 clusters Score -7095636 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -7095664.500000 Penalty: 5242.762207
	Iteration 18Q: 3 clusters Score -7095664 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -7095659.500000 Penalty: 5242.762207
	Iteration 19Q: 3 clusters Score -7095660 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -7095666.500000 Penalty: 5242.762207
	Iteration 20F: 3 clusters Score -7095666 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -7095673.000000 Penalty: 5242.762207
	Iteration 21Q: 3 clusters Score -7095673 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -7095662.500000 Penalty: 5242.762207
	Iteration 22Q: 3 clusters Score -7095662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -7095662.000000 Penalty: 5242.762207
	Iteration 23Q: 3 clusters Score -7095662 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -7095670.000000 Penalty: 5242.762207
	Iteration 24Q: 3 clusters Score -7095670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -7095661.000000 Penalty: 5242.762207
	Iteration 25Q: 3 clusters Score -7095661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -7095670.000000 Penalty: 5242.762207
	Iteration 26Q: 3 clusters Score -7095670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -7095663.500000 Penalty: 5242.762207
	Iteration 27Q: 3 clusters Score -7095664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -7095666.000000 Penalty: 5242.762207
	Iteration 28Q: 3 clusters Score -7095666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -7095664.000000 Penalty: 5242.762207
	Iteration 29Q: 3 clusters Score -7095664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -7095666.000000 Penalty: 5242.762207
	Iteration 30Q: 3 clusters Score -7095666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -7095664.000000 Penalty: 5242.762207
	Iteration 31Q: 3 clusters Score -7095664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -7095666.000000 Penalty: 5242.762207
	Iteration 32Q: 3 clusters Score -7095666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -7095667.500000 Penalty: 5242.762207
	Iteration 33Q: 3 clusters Score -7095668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -7095666.000000 Penalty: 5242.762207
	Iteration 34Q: 3 clusters Score -7095666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -7095661.500000 Penalty: 5242.762207
	Iteration 35Q: 3 clusters Score -7095662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -7095658.000000 Penalty: 5242.762207
	Iteration 36Q: 3 clusters Score -7095658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -7095663.500000 Penalty: 5242.762207
	Iteration 37Q: 3 clusters Score -7095664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -7095656.500000 Penalty: 5242.762207
	Iteration 38Q: 3 clusters Score -7095656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -7095653.000000 Penalty: 5242.762207
	Iteration 39Q: 3 clusters Score -7095653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -7095661.500000 Penalty: 5242.762207
	Iteration 40F: 3 clusters Score -7095662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -7095657.000000 Penalty: 5242.762207
	Iteration 41Q: 3 clusters Score -7095657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -7095663.000000 Penalty: 5242.762207
	Iteration 42Q: 3 clusters Score -7095663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -7095659.000000 Penalty: 5242.762207
	Iteration 43Q: 3 clusters Score -7095659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -7095662.000000 Penalty: 5242.762207
	Iteration 44Q: 3 clusters Score -7095662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -7095654.000000 Penalty: 5242.762207
	Iteration 45Q: 3 clusters Score -7095654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -7095655.500000 Penalty: 5242.762207
	Iteration 46Q: 3 clusters Score -7095656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26070 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -7095653.500000 Penalty: 5242.762207
	Iteration 47Q: 3 clusters Score -7095654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -7095652.000000 Penalty: 5242.762207
	Iteration 48Q: 3 clusters Score -7095652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -7095652.000000 Penalty: 5242.762207
	Iteration 49F: 3 clusters Score -7095652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Entering Unmasked Estep 
Score: -2095558.625000 Penalty: 2318.134277
	Iteration 0F: 2 clusters Score -2095559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -2086898.375000 Penalty: 4636.268555
	Iteration 0F: 3 clusters Score -2086898 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -2089547.125000 Penalty: 4636.268555
	Iteration 1F: 3 clusters Score -2089547 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2089925.000000 Penalty: 4636.268555
	Iteration 2F: 3 clusters Score -2089925 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -2090211.375000 Penalty: 4636.268555
	Iteration 3F: 3 clusters Score -2090211 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -2090566.500000 Penalty: 4636.268555
	Iteration 4Q: 3 clusters Score -2090566 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -2090932.875000 Penalty: 4636.268555
	Iteration 5Q: 3 clusters Score -2090933 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -2091245.375000 Penalty: 4636.268555
	Iteration 6Q: 3 clusters Score -2091245 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -2091544.375000 Penalty: 4636.268555
	Iteration 7Q: 3 clusters Score -2091544 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -2091850.750000 Penalty: 4636.268555
	Iteration 8Q: 3 clusters Score -2091851 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2092201.750000 Penalty: 4636.268555
	Iteration 9Q: 3 clusters Score -2092202 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -2092581.750000 Penalty: 4636.268555
	Iteration 10Q: 3 clusters Score -2092582 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -2092945.125000 Penalty: 4636.268555
	Iteration 11Q: 3 clusters Score -2092945 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -2093241.750000 Penalty: 4636.268555
	Iteration 12Q: 3 clusters Score -2093242 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2093443.000000 Penalty: 4636.268555
	Iteration 13Q: 3 clusters Score -2093443 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -2093625.375000 Penalty: 4636.268555
	Iteration 14Q: 3 clusters Score -2093625 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -2093743.000000 Penalty: 4636.268555
	Iteration 15Q: 3 clusters Score -2093743 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -2093856.375000 Penalty: 4636.268555
	Iteration 16Q: 3 clusters Score -2093856 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -2093930.875000 Penalty: 4636.268555
	Iteration 17Q: 3 clusters Score -2093931 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -2093990.000000 Penalty: 4636.268555
	Iteration 18Q: 3 clusters Score -2093990 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -2094047.000000 Penalty: 4636.268555
	Iteration 19Q: 3 clusters Score -2094047 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -2094107.375000 Penalty: 4636.268555
	Iteration 20F: 3 clusters Score -2094107 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -2094155.125000 Penalty: 4636.268555
	Iteration 21Q: 3 clusters Score -2094155 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2094207.500000 Penalty: 4636.268555
	Iteration 22Q: 3 clusters Score -2094208 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -2094233.875000 Penalty: 4636.268555
	Iteration 23Q: 3 clusters Score -2094234 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -2094251.875000 Penalty: 4636.268555
	Iteration 24Q: 3 clusters Score -2094252 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2094262.750000 Penalty: 4636.268555
	Iteration 25Q: 3 clusters Score -2094263 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2094288.375000 Penalty: 4636.268555
	Iteration 26Q: 3 clusters Score -2094288 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -2094301.000000 Penalty: 4636.268555
	Iteration 27Q: 3 clusters Score -2094301 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -2094318.250000 Penalty: 4636.268555
	Iteration 28Q: 3 clusters Score -2094318 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -2094324.875000 Penalty: 4636.268555
	Iteration 29Q: 3 clusters Score -2094325 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -2094336.250000 Penalty: 4636.268555
	Iteration 30Q: 3 clusters Score -2094336 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2094349.875000 Penalty: 4636.268555
	Iteration 31Q: 3 clusters Score -2094350 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -2094363.375000 Penalty: 4636.268555
	Iteration 32Q: 3 clusters Score -2094363 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2094374.250000 Penalty: 4636.268555
	Iteration 33Q: 3 clusters Score -2094374 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -2094380.375000 Penalty: 4636.268555
	Iteration 34Q: 3 clusters Score -2094380 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -2094384.250000 Penalty: 4636.268555
	Iteration 35Q: 3 clusters Score -2094384 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -2094393.625000 Penalty: 4636.268555
	Iteration 36Q: 3 clusters Score -2094394 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2094404.750000 Penalty: 4636.268555
	Iteration 37Q: 3 clusters Score -2094405 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2094425.125000 Penalty: 4636.268555
	Iteration 38Q: 3 clusters Score -2094425 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2094421.125000 Penalty: 4636.268555
	Iteration 39Q: 3 clusters Score -2094421 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -2094433.125000 Penalty: 4636.268555
	Iteration 40F: 3 clusters Score -2094433 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -2094438.625000 Penalty: 4636.268555
	Iteration 41Q: 3 clusters Score -2094439 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -2094449.500000 Penalty: 4636.268555
	Iteration 42Q: 3 clusters Score -2094450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -2094457.750000 Penalty: 4636.268555
	Iteration 43Q: 3 clusters Score -2094458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2094454.625000 Penalty: 4636.268555
	Iteration 44Q: 3 clusters Score -2094455 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2094454.750000 Penalty: 4636.268555
	Iteration 45Q: 3 clusters Score -2094455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2094459.375000 Penalty: 4636.268555
	Iteration 46Q: 3 clusters Score -2094459 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2094460.875000 Penalty: 4636.268555
	Iteration 47Q: 3 clusters Score -2094461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -2094466.625000 Penalty: 4636.268555
	Iteration 48Q: 3 clusters Score -2094467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2094470.375000 Penalty: 4636.268555
	Iteration 49Q: 3 clusters Score -2094470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -2094470.875000 Penalty: 4636.268555
	Iteration 50Q: 3 clusters Score -2094471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -2094472.000000 Penalty: 4636.268555
	Iteration 51Q: 3 clusters Score -2094472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2094475.625000 Penalty: 4636.268555
	Iteration 52Q: 3 clusters Score -2094476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2094477.125000 Penalty: 4636.268555
	Iteration 53Q: 3 clusters Score -2094477 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2094480.750000 Penalty: 4636.268555
	Iteration 54Q: 3 clusters Score -2094481 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -2094481.625000 Penalty: 4636.268555
	Iteration 55Q: 3 clusters Score -2094482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -2094485.125000 Penalty: 4636.268555
	Iteration 56Q: 3 clusters Score -2094485 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -2094487.125000 Penalty: 4636.268555
	Iteration 57Q: 3 clusters Score -2094487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2094489.125000 Penalty: 4636.268555
	Iteration 58Q: 3 clusters Score -2094489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -2094489.375000 Penalty: 4636.268555
	Iteration 59Q: 3 clusters Score -2094489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2094487.250000 Penalty: 4636.268555
	Iteration 60F: 3 clusters Score -2094487 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2094495.250000 Penalty: 4636.268555
	Iteration 61Q: 3 clusters Score -2094495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -2094494.250000 Penalty: 4636.268555
	Iteration 62Q: 3 clusters Score -2094494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2094495.250000 Penalty: 4636.268555
	Iteration 63Q: 3 clusters Score -2094495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -2094498.625000 Penalty: 4636.268555
	Iteration 64Q: 3 clusters Score -2094499 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -2094507.875000 Penalty: 4636.268555
	Iteration 65Q: 3 clusters Score -2094508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -2094505.000000 Penalty: 4636.268555
	Iteration 66Q: 3 clusters Score -2094505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -2094508.125000 Penalty: 4636.268555
	Iteration 67Q: 3 clusters Score -2094508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -2094508.125000 Penalty: 4636.268555
	Iteration 68Q: 3 clusters Score -2094508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -2094511.250000 Penalty: 4636.268555
	Iteration 69Q: 3 clusters Score -2094511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2094514.250000 Penalty: 4636.268555
	Iteration 70Q: 3 clusters Score -2094514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2094513.000000 Penalty: 4636.268555
	Iteration 71Q: 3 clusters Score -2094513 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2094512.625000 Penalty: 4636.268555
	Iteration 72Q: 3 clusters Score -2094513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2094512.875000 Penalty: 4636.268555
	Iteration 73Q: 3 clusters Score -2094513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -2094513.750000 Penalty: 4636.268555
	Iteration 74Q: 3 clusters Score -2094514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -2094510.500000 Penalty: 4636.268555
	Iteration 75Q: 3 clusters Score -2094510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2094513.625000 Penalty: 4636.268555
	Iteration 76Q: 3 clusters Score -2094514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -2094512.750000 Penalty: 4636.268555
	Iteration 77Q: 3 clusters Score -2094513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2094514.000000 Penalty: 4636.268555
	Iteration 78Q: 3 clusters Score -2094514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -2094514.000000 Penalty: 4636.268555
	Iteration 79F: 3 clusters Score -2094514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -67562.851562 Penalty: 1428.988770
	Iteration 0F: 2 clusters Score -67562.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -66355.437500 Penalty: 2857.977539
	Iteration 0F: 3 clusters Score -66355.44 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -66517.578125 Penalty: 2857.977539
	Iteration 1F: 3 clusters Score -66517.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -66605.945312 Penalty: 2857.977539
	Iteration 2F: 3 clusters Score -66605.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -66690.382812 Penalty: 2857.977539
	Iteration 3F: 3 clusters Score -66690.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -66745.992188 Penalty: 2857.977539
	Iteration 4Q: 3 clusters Score -66745.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -66784.726562 Penalty: 2857.977539
	Iteration 5Q: 3 clusters Score -66784.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -66820.414062 Penalty: 2857.977539
	Iteration 6Q: 3 clusters Score -66820.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -66827.437500 Penalty: 2857.977539
	Iteration 7Q: 3 clusters Score -66827.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -66827.437500 Penalty: 2857.977539
	Iteration 8F: 3 clusters Score -66827.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Entering Unmasked Estep 
Score: -67126.039062 Penalty: 1515.093384
	Iteration 0F: 2 clusters Score -67126.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -65769.421875 Penalty: 3030.186768
	Iteration 0F: 3 clusters Score -65769.42 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -66122.273438 Penalty: 3030.186768
	Iteration 1F: 3 clusters Score -66122.27 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66345.984375 Penalty: 3030.186768
	Iteration 2F: 3 clusters Score -66345.98 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66517.343750 Penalty: 3030.186768
	Iteration 3F: 3 clusters Score -66517.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -66608.726562 Penalty: 3030.186768
	Iteration 4Q: 3 clusters Score -66608.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -66674.585938 Penalty: 3030.186768
	Iteration 5Q: 3 clusters Score -66674.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -66739.781250 Penalty: 3030.186768
	Iteration 6Q: 3 clusters Score -66739.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -66806.734375 Penalty: 3030.186768
	Iteration 7Q: 3 clusters Score -66806.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -66841.851562 Penalty: 3030.186768
	Iteration 8Q: 3 clusters Score -66841.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -66920.273438 Penalty: 3030.186768
	Iteration 9Q: 3 clusters Score -66920.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -66934.523438 Penalty: 3030.186768
	Iteration 10Q: 3 clusters Score -66934.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -66938.890625 Penalty: 3030.186768
	Iteration 11Q: 3 clusters Score -66938.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -66939.929688 Penalty: 3030.186768
	Iteration 12F: 3 clusters Score -66939.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -66945.843750 Penalty: 3030.186768
	Iteration 13Q: 3 clusters Score -66945.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -66951.851562 Penalty: 3030.186768
	Iteration 14Q: 3 clusters Score -66951.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -66954.062500 Penalty: 3030.186768
	Iteration 15Q: 3 clusters Score -66954.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -66968.914062 Penalty: 3030.186768
	Iteration 16Q: 3 clusters Score -66968.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -66971.617188 Penalty: 3030.186768
	Iteration 17Q: 3 clusters Score -66971.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -66975.039062 Penalty: 3030.186768
	Iteration 18Q: 3 clusters Score -66975.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -66975.039062 Penalty: 3030.186768
	Iteration 19F: 3 clusters Score -66975.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 37375 members 
Mstep: Class 2 contains 1728 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44200 members 
Mstep: Class 5 contains 46186 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 46429 members 
Mstep: Class 9 contains 44082 members 
Mstep: Class 10 contains 2393 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 1281 members 
Mstep: Class 13 contains 42500 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47264 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26223 members 
Mstep: Class 18 contains 35216 members 
Mstep: Class 19 contains 45332 members 
Mstep: Class 20 contains 47756 members 
Mstep: Class 21 contains 48463 members 
Mstep: Class 22 contains 46576 members 
Mstep: Class 23 contains 38952 members 
Mstep: Class 24 contains 11468 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111229992.000000 Penalty: 85978.023438
Iteration 279Q: 27 clusters Score -1.1123e+08 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 1729 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44165 members 
Mstep: Class 5 contains 46194 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 46409 members 
Mstep: Class 9 contains 44079 members 
Mstep: Class 10 contains 2394 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 1279 members 
Mstep: Class 13 contains 42436 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47246 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26220 members 
Mstep: Class 18 contains 35152 members 
Mstep: Class 19 contains 45317 members 
Mstep: Class 20 contains 47704 members 
Mstep: Class 21 contains 48419 members 
Mstep: Class 22 contains 46562 members 
Mstep: Class 23 contains 39329 members 
Mstep: Class 24 contains 11471 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111230360.000000 Penalty: 85978.023438
Iteration 280F: 27 clusters Score -1.112304e+08 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 1732 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44126 members 
Mstep: Class 5 contains 46168 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 46411 members 
Mstep: Class 9 contains 44077 members 
Mstep: Class 10 contains 2394 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1277 members 
Mstep: Class 13 contains 42377 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47214 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26215 members 
Mstep: Class 18 contains 35089 members 
Mstep: Class 19 contains 45282 members 
Mstep: Class 20 contains 47669 members 
Mstep: Class 21 contains 48438 members 
Mstep: Class 22 contains 46540 members 
Mstep: Class 23 contains 39693 members 
Mstep: Class 24 contains 11473 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111230304.000000 Penalty: 85978.023438
Iteration 281Q: 27 clusters Score -1.112303e+08 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 1737 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44100 members 
Mstep: Class 5 contains 46168 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 46372 members 
Mstep: Class 9 contains 44043 members 
Mstep: Class 10 contains 2394 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1280 members 
Mstep: Class 13 contains 42299 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47215 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26209 members 
Mstep: Class 18 contains 35023 members 
Mstep: Class 19 contains 45306 members 
Mstep: Class 20 contains 47635 members 
Mstep: Class 21 contains 48425 members 
Mstep: Class 22 contains 46516 members 
Mstep: Class 23 contains 40044 members 
Mstep: Class 24 contains 11476 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111230528.000000 Penalty: 85978.023438
Iteration 282Q: 27 clusters Score -1.112305e+08 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 1740 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44049 members 
Mstep: Class 5 contains 46135 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 46347 members 
Mstep: Class 9 contains 44071 members 
Mstep: Class 10 contains 2394 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1280 members 
Mstep: Class 13 contains 42225 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47196 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26205 members 
Mstep: Class 18 contains 34988 members 
Mstep: Class 19 contains 45315 members 
Mstep: Class 20 contains 47595 members 
Mstep: Class 21 contains 48403 members 
Mstep: Class 22 contains 46487 members 
Mstep: Class 23 contains 40392 members 
Mstep: Class 24 contains 11489 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111230640.000000 Penalty: 85978.023438
Iteration 283Q: 27 clusters Score -1.112306e+08 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 1743 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43959 members 
Mstep: Class 5 contains 46099 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 46332 members 
Mstep: Class 9 contains 44068 members 
Mstep: Class 10 contains 2394 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1281 members 
Mstep: Class 13 contains 42179 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47184 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26203 members 
Mstep: Class 18 contains 34944 members 
Mstep: Class 19 contains 45373 members 
Mstep: Class 20 contains 47580 members 
Mstep: Class 21 contains 48324 members 
Mstep: Class 22 contains 46466 members 
Mstep: Class 23 contains 40724 members 
Mstep: Class 24 contains 11504 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111230968.000000 Penalty: 85978.023438
Iteration 284Q: 27 clusters Score -1.11231e+08 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 1750 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43875 members 
Mstep: Class 5 contains 46083 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 46373 members 
Mstep: Class 9 contains 44080 members 
Mstep: Class 10 contains 2395 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1281 members 
Mstep: Class 13 contains 42158 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47153 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26207 members 
Mstep: Class 18 contains 34890 members 
Mstep: Class 19 contains 45346 members 
Mstep: Class 20 contains 47553 members 
Mstep: Class 21 contains 48292 members 
Mstep: Class 22 contains 46432 members 
Mstep: Class 23 contains 41009 members 
Mstep: Class 24 contains 11522 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111231320.000000 Penalty: 85978.023438
Iteration 285Q: 27 clusters Score -1.112313e+08 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 1752 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43806 members 
Mstep: Class 5 contains 46066 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 46416 members 
Mstep: Class 9 contains 44081 members 
Mstep: Class 10 contains 2396 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1282 members 
Mstep: Class 13 contains 42131 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47147 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26208 members 
Mstep: Class 18 contains 34828 members 
Mstep: Class 19 contains 45345 members 
Mstep: Class 20 contains 47513 members 
Mstep: Class 21 contains 48272 members 
Mstep: Class 22 contains 46380 members 
Mstep: Class 23 contains 41294 members 
Mstep: Class 24 contains 11532 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111231096.000000 Penalty: 85978.023438
Iteration 286Q: 27 clusters Score -1.112311e+08 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 1757 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43737 members 
Mstep: Class 5 contains 46045 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 46439 members 
Mstep: Class 9 contains 44079 members 
Mstep: Class 10 contains 2396 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1280 members 
Mstep: Class 13 contains 42099 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47158 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26206 members 
Mstep: Class 18 contains 34757 members 
Mstep: Class 19 contains 45343 members 
Mstep: Class 20 contains 47456 members 
Mstep: Class 21 contains 48296 members 
Mstep: Class 22 contains 46358 members 
Mstep: Class 23 contains 41538 members 
Mstep: Class 24 contains 11540 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111231368.000000 Penalty: 85978.023438
Iteration 287Q: 27 clusters Score -1.112314e+08 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36908 members 
Mstep: Class 2 contains 1760 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43682 members 
Mstep: Class 5 contains 45984 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 46468 members 
Mstep: Class 9 contains 44118 members 
Mstep: Class 10 contains 2396 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1280 members 
Mstep: Class 13 contains 42096 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47140 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26214 members 
Mstep: Class 18 contains 34673 members 
Mstep: Class 19 contains 45362 members 
Mstep: Class 20 contains 47390 members 
Mstep: Class 21 contains 48320 members 
Mstep: Class 22 contains 46349 members 
Mstep: Class 23 contains 41738 members 
Mstep: Class 24 contains 11545 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111231216.000000 Penalty: 85978.023438
Iteration 288Q: 27 clusters Score -1.112312e+08 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 1760 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43643 members 
Mstep: Class 5 contains 45921 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 46467 members 
Mstep: Class 9 contains 44169 members 
Mstep: Class 10 contains 2396 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1280 members 
Mstep: Class 13 contains 42068 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47141 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26210 members 
Mstep: Class 18 contains 34600 members 
Mstep: Class 19 contains 45396 members 
Mstep: Class 20 contains 47330 members 
Mstep: Class 21 contains 48343 members 
Mstep: Class 22 contains 46350 members 
Mstep: Class 23 contains 41937 members 
Mstep: Class 24 contains 11547 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111231272.000000 Penalty: 85978.023438
Iteration 289Q: 27 clusters Score -1.112313e+08 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 1762 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43596 members 
Mstep: Class 5 contains 45865 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 46465 members 
Mstep: Class 9 contains 44215 members 
Mstep: Class 10 contains 2396 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1280 members 
Mstep: Class 13 contains 42042 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47142 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26203 members 
Mstep: Class 18 contains 34532 members 
Mstep: Class 19 contains 45414 members 
Mstep: Class 20 contains 47278 members 
Mstep: Class 21 contains 48319 members 
Mstep: Class 22 contains 46345 members 
Mstep: Class 23 contains 42182 members 
Mstep: Class 24 contains 11560 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111231520.000000 Penalty: 85978.023438
Iteration 290Q: 27 clusters Score -1.112315e+08 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 1770 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43515 members 
Mstep: Class 5 contains 45811 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 46485 members 
Mstep: Class 9 contains 44283 members 
Mstep: Class 10 contains 2396 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1281 members 
Mstep: Class 13 contains 41967 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47139 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26209 members 
Mstep: Class 18 contains 34487 members 
Mstep: Class 19 contains 45435 members 
Mstep: Class 20 contains 47211 members 
Mstep: Class 21 contains 48332 members 
Mstep: Class 22 contains 46327 members 
Mstep: Class 23 contains 42412 members 
Mstep: Class 24 contains 11579 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111231448.000000 Penalty: 85978.023438
Iteration 291Q: 27 clusters Score -1.112314e+08 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36737 members 
Mstep: Class 2 contains 1770 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43428 members 
Mstep: Class 5 contains 45779 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 46477 members 
Mstep: Class 9 contains 44340 members 
Mstep: Class 10 contains 2396 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1280 members 
Mstep: Class 13 contains 41885 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47146 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26209 members 
Mstep: Class 18 contains 34439 members 
Mstep: Class 19 contains 45443 members 
Mstep: Class 20 contains 47165 members 
Mstep: Class 21 contains 48354 members 
Mstep: Class 22 contains 46345 members 
Mstep: Class 23 contains 42632 members 
Mstep: Class 24 contains 11598 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111231784.000000 Penalty: 85978.023438
Iteration 292Q: 27 clusters Score -1.112318e+08 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36713 members 
Mstep: Class 2 contains 1774 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43378 members 
Mstep: Class 5 contains 45721 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 46435 members 
Mstep: Class 9 contains 44354 members 
Mstep: Class 10 contains 2396 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1283 members 
Mstep: Class 13 contains 41843 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47157 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26203 members 
Mstep: Class 18 contains 34377 members 
Mstep: Class 19 contains 45495 members 
Mstep: Class 20 contains 47131 members 
Mstep: Class 21 contains 48321 members 
Mstep: Class 22 contains 46349 members 
Mstep: Class 23 contains 42888 members 
Mstep: Class 24 contains 11605 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111231800.000000 Penalty: 85978.023438
Iteration 293Q: 27 clusters Score -1.112318e+08 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36691 members 
Mstep: Class 2 contains 1777 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43350 members 
Mstep: Class 5 contains 45689 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 46440 members 
Mstep: Class 9 contains 44298 members 
Mstep: Class 10 contains 2396 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 1283 members 
Mstep: Class 13 contains 41797 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47165 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26200 members 
Mstep: Class 18 contains 34296 members 
Mstep: Class 19 contains 45534 members 
Mstep: Class 20 contains 47090 members 
Mstep: Class 21 contains 48338 members 
Mstep: Class 22 contains 46364 members 
Mstep: Class 23 contains 43109 members 
Mstep: Class 24 contains 11605 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111231880.000000 Penalty: 85978.023438
Iteration 294Q: 27 clusters Score -1.112319e+08 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36647 members 
Mstep: Class 2 contains 1781 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43310 members 
Mstep: Class 5 contains 45660 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 46375 members 
Mstep: Class 9 contains 44278 members 
Mstep: Class 10 contains 2396 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 1283 members 
Mstep: Class 13 contains 41744 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47173 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26201 members 
Mstep: Class 18 contains 34205 members 
Mstep: Class 19 contains 45640 members 
Mstep: Class 20 contains 47098 members 
Mstep: Class 21 contains 48367 members 
Mstep: Class 22 contains 46349 members 
Mstep: Class 23 contains 43308 members 
Mstep: Class 24 contains 11607 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111232496.000000 Penalty: 85978.023438
Iteration 295Q: 27 clusters Score -1.112325e+08 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 1791 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43286 members 
Mstep: Class 5 contains 45662 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1097 members 
Mstep: Class 8 contains 46294 members 
Mstep: Class 9 contains 44277 members 
Mstep: Class 10 contains 2396 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 1283 members 
Mstep: Class 13 contains 41667 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47181 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26193 members 
Mstep: Class 18 contains 34123 members 
Mstep: Class 19 contains 45744 members 
Mstep: Class 20 contains 47085 members 
Mstep: Class 21 contains 48394 members 
Mstep: Class 22 contains 46338 members 
Mstep: Class 23 contains 43489 members 
Mstep: Class 24 contains 11614 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111232760.000000 Penalty: 85978.023438
Iteration 296Q: 27 clusters Score -1.112328e+08 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 1796 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43281 members 
Mstep: Class 5 contains 45669 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 46218 members 
Mstep: Class 9 contains 44283 members 
Mstep: Class 10 contains 2396 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 1283 members 
Mstep: Class 13 contains 41572 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47205 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26193 members 
Mstep: Class 18 contains 34005 members 
Mstep: Class 19 contains 45866 members 
Mstep: Class 20 contains 47069 members 
Mstep: Class 21 contains 48441 members 
Mstep: Class 22 contains 46320 members 
Mstep: Class 23 contains 43631 members 
Mstep: Class 24 contains 11619 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111232560.000000 Penalty: 85978.023438
Iteration 297Q: 27 clusters Score -1.112326e+08 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36528 members 
Mstep: Class 2 contains 1817 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43280 members 
Mstep: Class 5 contains 45686 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 46171 members 
Mstep: Class 9 contains 44236 members 
Mstep: Class 10 contains 2397 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 1283 members 
Mstep: Class 13 contains 41491 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47230 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26197 members 
Mstep: Class 18 contains 33899 members 
Mstep: Class 19 contains 46008 members 
Mstep: Class 20 contains 47045 members 
Mstep: Class 21 contains 48459 members 
Mstep: Class 22 contains 46313 members 
Mstep: Class 23 contains 43756 members 
Mstep: Class 24 contains 11625 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111232584.000000 Penalty: 85978.023438
Iteration 298Q: 27 clusters Score -1.112326e+08 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 1833 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43252 members 
Mstep: Class 5 contains 45720 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 46137 members 
Mstep: Class 9 contains 44191 members 
Mstep: Class 10 contains 2397 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 1284 members 
Mstep: Class 13 contains 41437 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47281 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26192 members 
Mstep: Class 18 contains 33766 members 
Mstep: Class 19 contains 46193 members 
Mstep: Class 20 contains 46987 members 
Mstep: Class 21 contains 48495 members 
Mstep: Class 22 contains 46291 members 
Mstep: Class 23 contains 43849 members 
Mstep: Class 24 contains 11626 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111232832.000000 Penalty: 85978.023438
Iteration 299Q: 27 clusters Score -1.112328e+08 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 1845 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43188 members 
Mstep: Class 5 contains 45763 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 46111 members 
Mstep: Class 9 contains 44208 members 
Mstep: Class 10 contains 2398 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 1282 members 
Mstep: Class 13 contains 41404 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47300 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26198 members 
Mstep: Class 18 contains 33635 members 
Mstep: Class 19 contains 46343 members 
Mstep: Class 20 contains 46900 members 
Mstep: Class 21 contains 48540 members 
Mstep: Class 22 contains 46267 members 
Mstep: Class 23 contains 43945 members 
Mstep: Class 24 contains 11639 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111232960.000000 Penalty: 85978.023438
Iteration 300F: 27 clusters Score -1.11233e+08 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 1855 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43157 members 
Mstep: Class 5 contains 45799 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 46052 members 
Mstep: Class 9 contains 44264 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 1281 members 
Mstep: Class 13 contains 41342 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47348 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26197 members 
Mstep: Class 18 contains 33506 members 
Mstep: Class 19 contains 46501 members 
Mstep: Class 20 contains 46796 members 
Mstep: Class 21 contains 48601 members 
Mstep: Class 22 contains 46244 members 
Mstep: Class 23 contains 44008 members 
Mstep: Class 24 contains 11653 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111232720.000000 Penalty: 85978.023438
Iteration 301Q: 27 clusters Score -1.112327e+08 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 1863 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43161 members 
Mstep: Class 5 contains 45838 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 45959 members 
Mstep: Class 9 contains 44335 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 767 members 
Mstep: Class 12 contains 1277 members 
Mstep: Class 13 contains 41279 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47389 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26192 members 
Mstep: Class 18 contains 33381 members 
Mstep: Class 19 contains 46595 members 
Mstep: Class 20 contains 46737 members 
Mstep: Class 21 contains 48666 members 
Mstep: Class 22 contains 46226 members 
Mstep: Class 23 contains 44075 members 
Mstep: Class 24 contains 11667 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111232688.000000 Penalty: 85978.023438
Iteration 302Q: 27 clusters Score -1.112327e+08 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 1874 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43154 members 
Mstep: Class 5 contains 45870 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 45910 members 
Mstep: Class 9 contains 44454 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 768 members 
Mstep: Class 12 contains 1276 members 
Mstep: Class 13 contains 41265 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47417 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26190 members 
Mstep: Class 18 contains 33251 members 
Mstep: Class 19 contains 46716 members 
Mstep: Class 20 contains 46623 members 
Mstep: Class 21 contains 48665 members 
Mstep: Class 22 contains 46214 members 
Mstep: Class 23 contains 44137 members 
Mstep: Class 24 contains 11679 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111232696.000000 Penalty: 85978.023438
Iteration 303Q: 27 clusters Score -1.112327e+08 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 1887 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43171 members 
Mstep: Class 5 contains 45935 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 45866 members 
Mstep: Class 9 contains 44609 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 768 members 
Mstep: Class 12 contains 1275 members 
Mstep: Class 13 contains 41219 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47460 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26186 members 
Mstep: Class 18 contains 33131 members 
Mstep: Class 19 contains 46728 members 
Mstep: Class 20 contains 46537 members 
Mstep: Class 21 contains 48633 members 
Mstep: Class 22 contains 46198 members 
Mstep: Class 23 contains 44198 members 
Mstep: Class 24 contains 11700 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111232184.000000 Penalty: 85978.023438
Iteration 304Q: 27 clusters Score -1.112322e+08 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 1897 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43239 members 
Mstep: Class 5 contains 45957 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 45807 members 
Mstep: Class 9 contains 44780 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 768 members 
Mstep: Class 12 contains 1276 members 
Mstep: Class 13 contains 41179 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47508 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26179 members 
Mstep: Class 18 contains 33012 members 
Mstep: Class 19 contains 46732 members 
Mstep: Class 20 contains 46485 members 
Mstep: Class 21 contains 48562 members 
Mstep: Class 22 contains 46182 members 
Mstep: Class 23 contains 44251 members 
Mstep: Class 24 contains 11706 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111232336.000000 Penalty: 85978.023438
Iteration 305Q: 27 clusters Score -1.112323e+08 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 1901 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43332 members 
Mstep: Class 5 contains 46012 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 45717 members 
Mstep: Class 9 contains 44943 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 768 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 41166 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47531 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26168 members 
Mstep: Class 18 contains 32896 members 
Mstep: Class 19 contains 46678 members 
Mstep: Class 20 contains 46453 members 
Mstep: Class 21 contains 48499 members 
Mstep: Class 22 contains 46168 members 
Mstep: Class 23 contains 44301 members 
Mstep: Class 24 contains 11719 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111232424.000000 Penalty: 85978.023438
Iteration 306Q: 27 clusters Score -1.112324e+08 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 1903 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43395 members 
Mstep: Class 5 contains 46050 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 45672 members 
Mstep: Class 9 contains 45146 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 768 members 
Mstep: Class 12 contains 1279 members 
Mstep: Class 13 contains 41114 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47556 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26167 members 
Mstep: Class 18 contains 32762 members 
Mstep: Class 19 contains 46629 members 
Mstep: Class 20 contains 46410 members 
Mstep: Class 21 contains 48460 members 
Mstep: Class 22 contains 46147 members 
Mstep: Class 23 contains 44347 members 
Mstep: Class 24 contains 11733 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111232688.000000 Penalty: 85978.023438
Iteration 307Q: 27 clusters Score -1.112327e+08 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 1906 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43487 members 
Mstep: Class 5 contains 46088 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 45567 members 
Mstep: Class 9 contains 45301 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 768 members 
Mstep: Class 12 contains 1279 members 
Mstep: Class 13 contains 41128 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47586 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26156 members 
Mstep: Class 18 contains 32652 members 
Mstep: Class 19 contains 46569 members 
Mstep: Class 20 contains 46363 members 
Mstep: Class 21 contains 48466 members 
Mstep: Class 22 contains 46116 members 
Mstep: Class 23 contains 44374 members 
Mstep: Class 24 contains 11745 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111232688.000000 Penalty: 85978.023438
Iteration 308Q: 27 clusters Score -1.112327e+08 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 1909 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43577 members 
Mstep: Class 5 contains 46123 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 45445 members 
Mstep: Class 9 contains 45474 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 768 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 41179 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47601 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26152 members 
Mstep: Class 18 contains 32526 members 
Mstep: Class 19 contains 46502 members 
Mstep: Class 20 contains 46320 members 
Mstep: Class 21 contains 48439 members 
Mstep: Class 22 contains 46092 members 
Mstep: Class 23 contains 44414 members 
Mstep: Class 24 contains 11762 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111232520.000000 Penalty: 85978.023438
Iteration 309Q: 27 clusters Score -1.112325e+08 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 1907 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43656 members 
Mstep: Class 5 contains 46140 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 45277 members 
Mstep: Class 9 contains 45642 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 768 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 41212 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47629 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26148 members 
Mstep: Class 18 contains 32415 members 
Mstep: Class 19 contains 46468 members 
Mstep: Class 20 contains 46316 members 
Mstep: Class 21 contains 48438 members 
Mstep: Class 22 contains 46076 members 
Mstep: Class 23 contains 44433 members 
Mstep: Class 24 contains 11781 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111232576.000000 Penalty: 85978.023438
Iteration 310Q: 27 clusters Score -1.112326e+08 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 1907 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43802 members 
Mstep: Class 5 contains 46223 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 45075 members 
Mstep: Class 9 contains 45769 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 768 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 41249 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47649 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26147 members 
Mstep: Class 18 contains 32302 members 
Mstep: Class 19 contains 46390 members 
Mstep: Class 20 contains 46286 members 
Mstep: Class 21 contains 48434 members 
Mstep: Class 22 contains 46072 members 
Mstep: Class 23 contains 44450 members 
Mstep: Class 24 contains 11800 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111232880.000000 Penalty: 85978.023438
Iteration 311Q: 27 clusters Score -1.112329e+08 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 1908 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43975 members 
Mstep: Class 5 contains 46276 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 44871 members 
Mstep: Class 9 contains 45906 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 768 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 41278 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47679 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26140 members 
Mstep: Class 18 contains 32205 members 
Mstep: Class 19 contains 46327 members 
Mstep: Class 20 contains 46276 members 
Mstep: Class 21 contains 48431 members 
Mstep: Class 22 contains 46026 members 
Mstep: Class 23 contains 44457 members 
Mstep: Class 24 contains 11824 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111232760.000000 Penalty: 85978.023438
Iteration 312Q: 27 clusters Score -1.112328e+08 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36136 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44116 members 
Mstep: Class 5 contains 46343 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 44665 members 
Mstep: Class 9 contains 46044 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 768 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 41292 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47698 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26136 members 
Mstep: Class 18 contains 32119 members 
Mstep: Class 19 contains 46318 members 
Mstep: Class 20 contains 46273 members 
Mstep: Class 21 contains 48396 members 
Mstep: Class 22 contains 45979 members 
Mstep: Class 23 contains 44456 members 
Mstep: Class 24 contains 11854 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111232832.000000 Penalty: 85978.023438
Iteration 313Q: 27 clusters Score -1.112328e+08 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 1912 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44273 members 
Mstep: Class 5 contains 46431 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 44501 members 
Mstep: Class 9 contains 46121 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 768 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 41322 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47717 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26133 members 
Mstep: Class 18 contains 32024 members 
Mstep: Class 19 contains 46297 members 
Mstep: Class 20 contains 46263 members 
Mstep: Class 21 contains 48355 members 
Mstep: Class 22 contains 45945 members 
Mstep: Class 23 contains 44445 members 
Mstep: Class 24 contains 11871 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111232784.000000 Penalty: 85978.023438
Iteration 314Q: 27 clusters Score -1.112328e+08 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 1910 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44416 members 
Mstep: Class 5 contains 46519 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 44302 members 
Mstep: Class 9 contains 46148 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 768 members 
Mstep: Class 12 contains 1279 members 
Mstep: Class 13 contains 41359 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47718 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26124 members 
Mstep: Class 18 contains 31944 members 
Mstep: Class 19 contains 46275 members 
Mstep: Class 20 contains 46281 members 
Mstep: Class 21 contains 48377 members 
Mstep: Class 22 contains 45913 members 
Mstep: Class 23 contains 44440 members 
Mstep: Class 24 contains 11884 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111232808.000000 Penalty: 85978.023438
Iteration 315Q: 27 clusters Score -1.112328e+08 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 1909 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44545 members 
Mstep: Class 5 contains 46594 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 44177 members 
Mstep: Class 9 contains 46153 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 768 members 
Mstep: Class 12 contains 1279 members 
Mstep: Class 13 contains 41424 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47717 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26117 members 
Mstep: Class 18 contains 31833 members 
Mstep: Class 19 contains 46330 members 
Mstep: Class 20 contains 46260 members 
Mstep: Class 21 contains 48367 members 
Mstep: Class 22 contains 45865 members 
Mstep: Class 23 contains 44421 members 
Mstep: Class 24 contains 11903 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111232840.000000 Penalty: 85978.023438
Iteration 316Q: 27 clusters Score -1.112328e+08 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 1900 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44650 members 
Mstep: Class 5 contains 46626 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 44104 members 
Mstep: Class 9 contains 46178 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 768 members 
Mstep: Class 12 contains 1279 members 
Mstep: Class 13 contains 41471 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47714 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26116 members 
Mstep: Class 18 contains 31751 members 
Mstep: Class 19 contains 46376 members 
Mstep: Class 20 contains 46223 members 
Mstep: Class 21 contains 48342 members 
Mstep: Class 22 contains 45844 members 
Mstep: Class 23 contains 44388 members 
Mstep: Class 24 contains 11925 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111232896.000000 Penalty: 85978.023438
Iteration 317Q: 27 clusters Score -1.112329e+08 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 1891 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44670 members 
Mstep: Class 5 contains 46659 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 44004 members 
Mstep: Class 9 contains 46224 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 768 members 
Mstep: Class 12 contains 1277 members 
Mstep: Class 13 contains 41519 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47731 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26117 members 
Mstep: Class 18 contains 31672 members 
Mstep: Class 19 contains 46380 members 
Mstep: Class 20 contains 46187 members 
Mstep: Class 21 contains 48353 members 
Mstep: Class 22 contains 45841 members 
Mstep: Class 23 contains 44381 members 
Mstep: Class 24 contains 11951 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111232928.000000 Penalty: 85978.023438
Iteration 318Q: 27 clusters Score -1.112329e+08 nChanged 1730
Entering ConstructFrom: 
Score: -111232928.000000 Penalty: 85978.023438
Entering ConstructFrom: 
Trying to split cluster 1 (36165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Entering Unmasked Estep 
Score: -6637729.000000 Penalty: 2602.969971
	Iteration 0F: 2 clusters Score -6637729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -6613029.500000 Penalty: 5205.939941
	Iteration 0F: 3 clusters Score -6613030 nChanged 16574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -6622202.500000 Penalty: 5205.939941
	Iteration 1F: 3 clusters Score -6622202 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -6622782.000000 Penalty: 5205.939941
	Iteration 2Q: 3 clusters Score -6622782 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -6623392.500000 Penalty: 5205.939941
	Iteration 3Q: 3 clusters Score -6623392 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -6624069.000000 Penalty: 5205.939941
	Iteration 4Q: 3 clusters Score -6624069 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -6624800.500000 Penalty: 5205.939941
	Iteration 5Q: 3 clusters Score -6624800 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -6625599.000000 Penalty: 5205.939941
	Iteration 6Q: 3 clusters Score -6625599 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -6626531.500000 Penalty: 5205.939941
	Iteration 7Q: 3 clusters Score -6626532 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -6627637.500000 Penalty: 5205.939941
	Iteration 8F: 3 clusters Score -6627638 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -6628796.000000 Penalty: 5205.939941
	Iteration 9F: 3 clusters Score -6628796 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -6629785.500000 Penalty: 5205.939941
	Iteration 10F: 3 clusters Score -6629786 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -6630519.000000 Penalty: 5205.939941
	Iteration 11Q: 3 clusters Score -6630519 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -6630940.500000 Penalty: 5205.939941
	Iteration 12Q: 3 clusters Score -6630940 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 18277 members 
Entering Unmasked Estep 
Score: -6631172.500000 Penalty: 5205.939941
	Iteration 13Q: 3 clusters Score -6631172 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -6631289.500000 Penalty: 5205.939941
	Iteration 14Q: 3 clusters Score -6631290 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -6631354.500000 Penalty: 5205.939941
	Iteration 15Q: 3 clusters Score -6631354 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -6631401.000000 Penalty: 5205.939941
	Iteration 16Q: 3 clusters Score -6631401 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -6631431.500000 Penalty: 5205.939941
	Iteration 17Q: 3 clusters Score -6631432 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -6631488.000000 Penalty: 5205.939941
	Iteration 18Q: 3 clusters Score -6631488 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -6631544.500000 Penalty: 5205.939941
	Iteration 19Q: 3 clusters Score -6631544 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -6631600.000000 Penalty: 5205.939941
	Iteration 20F: 3 clusters Score -6631600 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -6631717.500000 Penalty: 5205.939941
	Iteration 21Q: 3 clusters Score -6631718 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -6631875.000000 Penalty: 5205.939941
	Iteration 22Q: 3 clusters Score -6631875 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -6631986.500000 Penalty: 5205.939941
	Iteration 23Q: 3 clusters Score -6631986 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -6632148.500000 Penalty: 5205.939941
	Iteration 24Q: 3 clusters Score -6632148 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -6632378.000000 Penalty: 5205.939941
	Iteration 25Q: 3 clusters Score -6632378 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -6632631.500000 Penalty: 5205.939941
	Iteration 26Q: 3 clusters Score -6632632 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -6632850.000000 Penalty: 5205.939941
	Iteration 27Q: 3 clusters Score -6632850 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -6632982.000000 Penalty: 5205.939941
	Iteration 28Q: 3 clusters Score -6632982 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -6633117.000000 Penalty: 5205.939941
	Iteration 29Q: 3 clusters Score -6633117 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -6633214.500000 Penalty: 5205.939941
	Iteration 30Q: 3 clusters Score -6633214 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -6633314.500000 Penalty: 5205.939941
	Iteration 31Q: 3 clusters Score -6633314 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -6633424.000000 Penalty: 5205.939941
	Iteration 32Q: 3 clusters Score -6633424 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -6633473.000000 Penalty: 5205.939941
	Iteration 33Q: 3 clusters Score -6633473 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 25394 members 
Entering Unmasked Estep 
Score: -6633566.000000 Penalty: 5205.939941
	Iteration 34Q: 3 clusters Score -6633566 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -6633652.000000 Penalty: 5205.939941
	Iteration 35Q: 3 clusters Score -6633652 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -6633739.000000 Penalty: 5205.939941
	Iteration 36Q: 3 clusters Score -6633739 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -6633823.000000 Penalty: 5205.939941
	Iteration 37Q: 3 clusters Score -6633823 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -6633924.500000 Penalty: 5205.939941
	Iteration 38Q: 3 clusters Score -6633924 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -6634006.000000 Penalty: 5205.939941
	Iteration 39Q: 3 clusters Score -6634006 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -6634125.500000 Penalty: 5205.939941
	Iteration 40F: 3 clusters Score -6634126 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
Score: -6634247.500000 Penalty: 5205.939941
	Iteration 41Q: 3 clusters Score -6634248 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -6634342.500000 Penalty: 5205.939941
	Iteration 42Q: 3 clusters Score -6634342 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -6634479.000000 Penalty: 5205.939941
	Iteration 43Q: 3 clusters Score -6634479 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -6634540.500000 Penalty: 5205.939941
	Iteration 44Q: 3 clusters Score -6634540 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -6634611.500000 Penalty: 5205.939941
	Iteration 45Q: 3 clusters Score -6634612 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 29854 members 
Entering Unmasked Estep 
Score: -6634682.500000 Penalty: 5205.939941
	Iteration 46Q: 3 clusters Score -6634682 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -6634756.500000 Penalty: 5205.939941
	Iteration 47Q: 3 clusters Score -6634756 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -6634851.000000 Penalty: 5205.939941
	Iteration 48Q: 3 clusters Score -6634851 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -6634956.500000 Penalty: 5205.939941
	Iteration 49Q: 3 clusters Score -6634956 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -6635001.500000 Penalty: 5205.939941
	Iteration 50Q: 3 clusters Score -6635002 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
Score: -6635061.000000 Penalty: 5205.939941
	Iteration 51Q: 3 clusters Score -6635061 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -6635095.500000 Penalty: 5205.939941
	Iteration 52Q: 3 clusters Score -6635096 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 31655 members 
Entering Unmasked Estep 
Score: -6635163.000000 Penalty: 5205.939941
	Iteration 53Q: 3 clusters Score -6635163 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -6635236.000000 Penalty: 5205.939941
	Iteration 54Q: 3 clusters Score -6635236 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -6635253.000000 Penalty: 5205.939941
	Iteration 55Q: 3 clusters Score -6635253 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 32240 members 
Entering Unmasked Estep 
Score: -6635293.500000 Penalty: 5205.939941
	Iteration 56Q: 3 clusters Score -6635294 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -6635360.500000 Penalty: 5205.939941
	Iteration 57Q: 3 clusters Score -6635360 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -6635406.000000 Penalty: 5205.939941
	Iteration 58Q: 3 clusters Score -6635406 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -6635450.500000 Penalty: 5205.939941
	Iteration 59Q: 3 clusters Score -6635450 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -6635487.000000 Penalty: 5205.939941
	Iteration 60F: 3 clusters Score -6635487 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -6635505.500000 Penalty: 5205.939941
	Iteration 61Q: 3 clusters Score -6635506 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -6635509.000000 Penalty: 5205.939941
	Iteration 62Q: 3 clusters Score -6635509 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -6635543.500000 Penalty: 5205.939941
	Iteration 63Q: 3 clusters Score -6635544 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 33305 members 
Entering Unmasked Estep 
Score: -6635563.000000 Penalty: 5205.939941
	Iteration 64Q: 3 clusters Score -6635563 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -6635579.500000 Penalty: 5205.939941
	Iteration 65Q: 3 clusters Score -6635580 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -6635615.000000 Penalty: 5205.939941
	Iteration 66Q: 3 clusters Score -6635615 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 33529 members 
Entering Unmasked Estep 
Score: -6635617.500000 Penalty: 5205.939941
	Iteration 67Q: 3 clusters Score -6635618 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 33594 members 
Entering Unmasked Estep 
Score: -6635621.500000 Penalty: 5205.939941
	Iteration 68Q: 3 clusters Score -6635622 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -6635639.000000 Penalty: 5205.939941
	Iteration 69Q: 3 clusters Score -6635639 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -6635650.500000 Penalty: 5205.939941
	Iteration 70Q: 3 clusters Score -6635650 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -6635659.500000 Penalty: 5205.939941
	Iteration 71Q: 3 clusters Score -6635660 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
Score: -6635663.500000 Penalty: 5205.939941
	Iteration 72Q: 3 clusters Score -6635664 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -6635667.500000 Penalty: 5205.939941
	Iteration 73Q: 3 clusters Score -6635668 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -6635670.000000 Penalty: 5205.939941
	Iteration 74Q: 3 clusters Score -6635670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -6635673.000000 Penalty: 5205.939941
	Iteration 75Q: 3 clusters Score -6635673 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -6635688.000000 Penalty: 5205.939941
	Iteration 76Q: 3 clusters Score -6635688 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -6635688.000000 Penalty: 5205.939941
	Iteration 77Q: 3 clusters Score -6635688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -6635699.500000 Penalty: 5205.939941
	Iteration 78Q: 3 clusters Score -6635700 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -6635706.500000 Penalty: 5205.939941
	Iteration 79Q: 3 clusters Score -6635706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -6635697.000000 Penalty: 5205.939941
	Iteration 80F: 3 clusters Score -6635697 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -6635699.500000 Penalty: 5205.939941
	Iteration 81Q: 3 clusters Score -6635700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -6635711.000000 Penalty: 5205.939941
	Iteration 82Q: 3 clusters Score -6635711 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -6635717.500000 Penalty: 5205.939941
	Iteration 83Q: 3 clusters Score -6635718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
Score: -6635726.000000 Penalty: 5205.939941
	Iteration 84Q: 3 clusters Score -6635726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -6635732.500000 Penalty: 5205.939941
	Iteration 85Q: 3 clusters Score -6635732 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -6635725.500000 Penalty: 5205.939941
	Iteration 86Q: 3 clusters Score -6635726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -6635731.000000 Penalty: 5205.939941
	Iteration 87Q: 3 clusters Score -6635731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -6635731.500000 Penalty: 5205.939941
	Iteration 88Q: 3 clusters Score -6635732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 34127 members 
Entering Unmasked Estep 
Score: -6635724.000000 Penalty: 5205.939941
	Iteration 89Q: 3 clusters Score -6635724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 34132 members 
Entering Unmasked Estep 
Score: -6635723.500000 Penalty: 5205.939941
	Iteration 90Q: 3 clusters Score -6635724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 34135 members 
Entering Unmasked Estep 
Score: -6635725.000000 Penalty: 5205.939941
	Iteration 91Q: 3 clusters Score -6635725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -6635726.000000 Penalty: 5205.939941
	Iteration 92Q: 3 clusters Score -6635726 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -6635727.000000 Penalty: 5205.939941
	Iteration 93Q: 3 clusters Score -6635727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 34147 members 
Entering Unmasked Estep 
Score: -6635729.500000 Penalty: 5205.939941
	Iteration 94Q: 3 clusters Score -6635730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 34153 members 
Entering Unmasked Estep 
Score: -6635724.500000 Penalty: 5205.939941
	Iteration 95Q: 3 clusters Score -6635724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -6635719.500000 Penalty: 5205.939941
	Iteration 96Q: 3 clusters Score -6635720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 34167 members 
Entering Unmasked Estep 
Score: -6635727.500000 Penalty: 5205.939941
	Iteration 97Q: 3 clusters Score -6635728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -6635732.000000 Penalty: 5205.939941
	Iteration 98Q: 3 clusters Score -6635732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -6635736.000000 Penalty: 5205.939941
	Iteration 99Q: 3 clusters Score -6635736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -6635735.000000 Penalty: 5205.939941
	Iteration 100F: 3 clusters Score -6635735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -6635734.500000 Penalty: 5205.939941
	Iteration 101Q: 3 clusters Score -6635734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -6635740.000000 Penalty: 5205.939941
	Iteration 102Q: 3 clusters Score -6635740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
Score: -6635744.000000 Penalty: 5205.939941
	Iteration 103Q: 3 clusters Score -6635744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -6635741.500000 Penalty: 5205.939941
	Iteration 104Q: 3 clusters Score -6635742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 34219 members 
Entering Unmasked Estep 
Score: -6635749.500000 Penalty: 5205.939941
	Iteration 105Q: 3 clusters Score -6635750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -6635746.000000 Penalty: 5205.939941
	Iteration 106Q: 3 clusters Score -6635746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
Score: -6635741.500000 Penalty: 5205.939941
	Iteration 107Q: 3 clusters Score -6635742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 34244 members 
Entering Unmasked Estep 
Score: -6635745.000000 Penalty: 5205.939941
	Iteration 108Q: 3 clusters Score -6635745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -6635737.000000 Penalty: 5205.939941
	Iteration 109Q: 3 clusters Score -6635737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -6635737.000000 Penalty: 5205.939941
	Iteration 110F: 3 clusters Score -6635737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Entering Unmasked Estep 
Score: -344605.687500 Penalty: 1870.468994
	Iteration 0F: 2 clusters Score -344605.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -342067.000000 Penalty: 3740.937988
	Iteration 0F: 3 clusters Score -342067 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -342497.437500 Penalty: 3740.937988
	Iteration 1F: 3 clusters Score -342497.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -342617.000000 Penalty: 3740.937988
	Iteration 2F: 3 clusters Score -342617 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -342681.343750 Penalty: 3740.937988
	Iteration 3Q: 3 clusters Score -342681.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -342722.031250 Penalty: 3740.937988
	Iteration 4Q: 3 clusters Score -342722 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -342746.218750 Penalty: 3740.937988
	Iteration 5Q: 3 clusters Score -342746.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -342755.906250 Penalty: 3740.937988
	Iteration 6Q: 3 clusters Score -342755.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -342759.468750 Penalty: 3740.937988
	Iteration 7Q: 3 clusters Score -342759.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -342760.031250 Penalty: 3740.937988
	Iteration 8Q: 3 clusters Score -342760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -342760.031250 Penalty: 3740.937988
	Iteration 9F: 3 clusters Score -342760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -20069.357422 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -20069.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -18987.738281 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -18987.74 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -19168.810547 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -19168.81 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -19226.367188 Penalty: 2778.651123
	Iteration 2F: 3 clusters Score -19226.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19233.509766 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -19233.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19233.509766 Penalty: 2778.651123
	Iteration 4F: 3 clusters Score -19233.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44665 members 
Entering Unmasked Estep 
Score: -8161433.500000 Penalty: 2655.322510
	Iteration 0F: 2 clusters Score -8161434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -8131887.500000 Penalty: 5310.645020
	Iteration 0F: 3 clusters Score -8131888 nChanged 20518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
Score: -8143279.000000 Penalty: 5310.645020
	Iteration 1F: 3 clusters Score -8143279 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -8143967.500000 Penalty: 5310.645020
	Iteration 2Q: 3 clusters Score -8143968 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -8144773.000000 Penalty: 5310.645020
	Iteration 3Q: 3 clusters Score -8144773 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29334 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -8146158.000000 Penalty: 5310.645020
	Iteration 4F: 3 clusters Score -8146158 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -8148281.500000 Penalty: 5310.645020
	Iteration 5F: 3 clusters Score -8148282 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -8151311.500000 Penalty: 5310.645020
	Iteration 6F: 3 clusters Score -8151312 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -8154634.000000 Penalty: 5310.645020
	Iteration 7F: 3 clusters Score -8154634 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -8157192.500000 Penalty: 5310.645020
	Iteration 8F: 3 clusters Score -8157192 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -8158417.500000 Penalty: 5310.645020
	Iteration 9Q: 3 clusters Score -8158418 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44225 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -8158841.500000 Penalty: 5310.645020
	Iteration 10Q: 3 clusters Score -8158842 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8159048.000000 Penalty: 5310.645020
	Iteration 11Q: 3 clusters Score -8159048 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8159123.500000 Penalty: 5310.645020
	Iteration 12Q: 3 clusters Score -8159124 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8159175.000000 Penalty: 5310.645020
	Iteration 13Q: 3 clusters Score -8159175 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -8159193.000000 Penalty: 5310.645020
	Iteration 14Q: 3 clusters Score -8159193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -8159207.000000 Penalty: 5310.645020
	Iteration 15Q: 3 clusters Score -8159207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8159214.000000 Penalty: 5310.645020
	Iteration 16Q: 3 clusters Score -8159214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44467 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -8159213.500000 Penalty: 5310.645020
	Iteration 17Q: 3 clusters Score -8159214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44469 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -8159220.500000 Penalty: 5310.645020
	Iteration 18Q: 3 clusters Score -8159220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44469 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -8159220.500000 Penalty: 5310.645020
	Iteration 19F: 3 clusters Score -8159220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46658 members 
Entering Unmasked Estep 
Score: -8613293.000000 Penalty: 2666.148682
	Iteration 0F: 2 clusters Score -8613293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -8583967.000000 Penalty: 5332.297363
	Iteration 0F: 3 clusters Score -8583967 nChanged 21431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -8595829.000000 Penalty: 5332.297363
	Iteration 1F: 3 clusters Score -8595829 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -8596298.000000 Penalty: 5332.297363
	Iteration 2Q: 3 clusters Score -8596298 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -8596856.000000 Penalty: 5332.297363
	Iteration 3Q: 3 clusters Score -8596856 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 27191 members 
Entering Unmasked Estep 
Score: -8597488.000000 Penalty: 5332.297363
	Iteration 4Q: 3 clusters Score -8597488 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -8598435.000000 Penalty: 5332.297363
	Iteration 5Q: 3 clusters Score -8598435 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -8599849.000000 Penalty: 5332.297363
	Iteration 6F: 3 clusters Score -8599849 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -8602203.000000 Penalty: 5332.297363
	Iteration 7F: 3 clusters Score -8602203 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -8605334.000000 Penalty: 5332.297363
	Iteration 8F: 3 clusters Score -8605334 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -8608261.000000 Penalty: 5332.297363
	Iteration 9F: 3 clusters Score -8608261 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 44242 members 
Entering Unmasked Estep 
Score: -8610021.000000 Penalty: 5332.297363
	Iteration 10F: 3 clusters Score -8610021 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 45558 members 
Entering Unmasked Estep 
Score: -8610653.000000 Penalty: 5332.297363
	Iteration 11Q: 3 clusters Score -8610653 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 46106 members 
Entering Unmasked Estep 
Score: -8610860.000000 Penalty: 5332.297363
	Iteration 12Q: 3 clusters Score -8610860 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 46298 members 
Entering Unmasked Estep 
Score: -8610920.000000 Penalty: 5332.297363
	Iteration 13Q: 3 clusters Score -8610920 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 46370 members 
Entering Unmasked Estep 
Score: -8610952.000000 Penalty: 5332.297363
	Iteration 14Q: 3 clusters Score -8610952 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 46410 members 
Entering Unmasked Estep 
Score: -8611004.000000 Penalty: 5332.297363
	Iteration 15Q: 3 clusters Score -8611004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -8611042.000000 Penalty: 5332.297363
	Iteration 16Q: 3 clusters Score -8611042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 46438 members 
Entering Unmasked Estep 
Score: -8611060.000000 Penalty: 5332.297363
	Iteration 17Q: 3 clusters Score -8611060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 46444 members 
Entering Unmasked Estep 
Score: -8611060.000000 Penalty: 5332.297363
	Iteration 18Q: 3 clusters Score -8611060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 46451 members 
Entering Unmasked Estep 
Score: -8611080.000000 Penalty: 5332.297363
	Iteration 19Q: 3 clusters Score -8611080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -8611085.000000 Penalty: 5332.297363
	Iteration 20F: 3 clusters Score -8611085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 46455 members 
Entering Unmasked Estep 
Score: -8611086.000000 Penalty: 5332.297363
	Iteration 21Q: 3 clusters Score -8611086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 46457 members 
Entering Unmasked Estep 
Score: -8611089.000000 Penalty: 5332.297363
	Iteration 22Q: 3 clusters Score -8611089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 46457 members 
Entering Unmasked Estep 
Score: -8611089.000000 Penalty: 5332.297363
	Iteration 23F: 3 clusters Score -8611089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -52032.898438 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -52032.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50606.402344 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -50606.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -50925.992188 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -50925.99 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -51073.093750 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -51073.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -51193.441406 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -51193.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -51284.976562 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -51284.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -51353.406250 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -51353.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -51403.484375 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -51403.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -51423.414062 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -51423.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -51443.105469 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -51443.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -51460.894531 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -51460.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -51477.437500 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -51477.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -51490.585938 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -51490.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -51509.613281 Penalty: 3080.457520
	Iteration 12Q: 3 clusters Score -51509.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -51514.992188 Penalty: 3080.457520
	Iteration 13Q: 3 clusters Score -51514.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -51518.589844 Penalty: 3080.457520
	Iteration 14Q: 3 clusters Score -51518.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -51545.179688 Penalty: 3080.457520
	Iteration 15Q: 3 clusters Score -51545.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -51562.644531 Penalty: 3080.457520
	Iteration 16Q: 3 clusters Score -51562.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -51566.496094 Penalty: 3080.457520
	Iteration 17Q: 3 clusters Score -51566.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -51570.390625 Penalty: 3080.457520
	Iteration 18Q: 3 clusters Score -51570.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -51573.722656 Penalty: 3080.457520
	Iteration 19Q: 3 clusters Score -51573.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -51575.253906 Penalty: 3080.457520
	Iteration 20F: 3 clusters Score -51575.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -51600.496094 Penalty: 3080.457520
	Iteration 21Q: 3 clusters Score -51600.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -51602.140625 Penalty: 3080.457520
	Iteration 22Q: 3 clusters Score -51602.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -51604.597656 Penalty: 3080.457520
	Iteration 23Q: 3 clusters Score -51604.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -51609.363281 Penalty: 3080.457520
	Iteration 24Q: 3 clusters Score -51609.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -51610.691406 Penalty: 3080.457520
	Iteration 25Q: 3 clusters Score -51610.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -51610.691406 Penalty: 3080.457520
	Iteration 26F: 3 clusters Score -51610.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Entering Unmasked Estep 
Score: -172256.109375 Penalty: 1736.308838
	Iteration 0F: 2 clusters Score -172256.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -170329.187500 Penalty: 3472.617676
	Iteration 0F: 3 clusters Score -170329.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -170922.578125 Penalty: 3472.617676
	Iteration 1F: 3 clusters Score -170922.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -171228.312500 Penalty: 3472.617676
	Iteration 2F: 3 clusters Score -171228.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -171476.687500 Penalty: 3472.617676
	Iteration 3F: 3 clusters Score -171476.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -171603.718750 Penalty: 3472.617676
	Iteration 4F: 3 clusters Score -171603.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -171721.546875 Penalty: 3472.617676
	Iteration 5Q: 3 clusters Score -171721.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -171789.359375 Penalty: 3472.617676
	Iteration 6Q: 3 clusters Score -171789.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -171843.562500 Penalty: 3472.617676
	Iteration 7Q: 3 clusters Score -171843.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -171881.875000 Penalty: 3472.617676
	Iteration 8Q: 3 clusters Score -171881.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -171916.125000 Penalty: 3472.617676
	Iteration 9Q: 3 clusters Score -171916.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -171944.406250 Penalty: 3472.617676
	Iteration 10Q: 3 clusters Score -171944.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -171969.421875 Penalty: 3472.617676
	Iteration 11Q: 3 clusters Score -171969.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -171989.140625 Penalty: 3472.617676
	Iteration 12Q: 3 clusters Score -171989.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -171997.593750 Penalty: 3472.617676
	Iteration 13Q: 3 clusters Score -171997.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -172011.203125 Penalty: 3472.617676
	Iteration 14Q: 3 clusters Score -172011.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -172020.703125 Penalty: 3472.617676
	Iteration 15Q: 3 clusters Score -172020.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -172034.859375 Penalty: 3472.617676
	Iteration 16Q: 3 clusters Score -172034.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -172044.421875 Penalty: 3472.617676
	Iteration 17Q: 3 clusters Score -172044.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -172046.484375 Penalty: 3472.617676
	Iteration 18Q: 3 clusters Score -172046.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -172052.250000 Penalty: 3472.617676
	Iteration 19Q: 3 clusters Score -172052.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -172056.671875 Penalty: 3472.617676
	Iteration 20F: 3 clusters Score -172056.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (43900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43900 members 
Entering Unmasked Estep 
Score: -8118443.000000 Penalty: 2651.038086
	Iteration 0F: 2 clusters Score -8118443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -8089671.500000 Penalty: 5302.076172
	Iteration 0F: 3 clusters Score -8089672 nChanged 20277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -8100793.500000 Penalty: 5302.076172
	Iteration 1F: 3 clusters Score -8100794 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -8101396.500000 Penalty: 5302.076172
	Iteration 2Q: 3 clusters Score -8101396 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -8102034.000000 Penalty: 5302.076172
	Iteration 3Q: 3 clusters Score -8102034 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -8102682.000000 Penalty: 5302.076172
	Iteration 4Q: 3 clusters Score -8102682 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -8103422.000000 Penalty: 5302.076172
	Iteration 5Q: 3 clusters Score -8103422 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -8104294.500000 Penalty: 5302.076172
	Iteration 6Q: 3 clusters Score -8104294 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25990 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -8105385 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -8106738.500000 Penalty: 5302.076172
	Iteration 8Q: 3 clusters Score -8106738 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -8108365.500000 Penalty: 5302.076172
	Iteration 9F: 3 clusters Score -8108366 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -8109903.000000 Penalty: 5302.076172
	Iteration 10F: 3 clusters Score -8109903 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -8110949.500000 Penalty: 5302.076172
	Iteration 11Q: 3 clusters Score -8110950 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -8111435.500000 Penalty: 5302.076172
	Iteration 12Q: 3 clusters Score -8111436 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -8111728.000000 Penalty: 5302.076172
	Iteration 13Q: 3 clusters Score -8111728 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30344 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -8111911.000000 Penalty: 5302.076172
	Iteration 14Q: 3 clusters Score -8111911 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -8112108.500000 Penalty: 5302.076172
	Iteration 15Q: 3 clusters Score -8112108 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -8112239.500000 Penalty: 5302.076172
	Iteration 16Q: 3 clusters Score -8112240 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30943 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -8112379.500000 Penalty: 5302.076172
	Iteration 17Q: 3 clusters Score -8112380 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -8112527.000000 Penalty: 5302.076172
	Iteration 18Q: 3 clusters Score -8112527 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -8112696.000000 Penalty: 5302.076172
	Iteration 19Q: 3 clusters Score -8112696 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -8112840.000000 Penalty: 5302.076172
	Iteration 20F: 3 clusters Score -8112840 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -8113022.500000 Penalty: 5302.076172
	Iteration 21Q: 3 clusters Score -8113022 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -8113194.000000 Penalty: 5302.076172
	Iteration 22Q: 3 clusters Score -8113194 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -8113385.500000 Penalty: 5302.076172
	Iteration 23Q: 3 clusters Score -8113386 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -8113575.500000 Penalty: 5302.076172
	Iteration 24Q: 3 clusters Score -8113576 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -8113773.500000 Penalty: 5302.076172
	Iteration 25Q: 3 clusters Score -8113774 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -8113944.500000 Penalty: 5302.076172
	Iteration 26Q: 3 clusters Score -8113944 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -8114133.000000 Penalty: 5302.076172
	Iteration 27Q: 3 clusters Score -8114133 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -8114335.000000 Penalty: 5302.076172
	Iteration 28Q: 3 clusters Score -8114335 nChanged 418
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -8114521.500000 Penalty: 5302.076172
	Iteration 29Q: 3 clusters Score -8114522 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -8114742.500000 Penalty: 5302.076172
	Iteration 30Q: 3 clusters Score -8114742 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8114845 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -8114964.500000 Penalty: 5302.076172
	Iteration 32Q: 3 clusters Score -8114964 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8115043 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -8115116.000000 Penalty: 5302.076172
	Iteration 34Q: 3 clusters Score -8115116 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -8115214.500000 Penalty: 5302.076172
	Iteration 35Q: 3 clusters Score -8115214 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -8115290.000000 Penalty: 5302.076172
	Iteration 36Q: 3 clusters Score -8115290 nChanged 215
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8115360 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -8115407.500000 Penalty: 5302.076172
	Iteration 38Q: 3 clusters Score -8115408 nChanged 199
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8115476 nChanged 172
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Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -8115493.500000 Penalty: 5302.076172
	Iteration 40F: 3 clusters Score -8115494 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -8115551.500000 Penalty: 5302.076172
	Iteration 41Q: 3 clusters Score -8115552 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8115578 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35447 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8115598 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8115637 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8115670 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8115735 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8115756 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -8115772.500000 Penalty: 5302.076172
	Iteration 48Q: 3 clusters Score -8115772 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36336 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -8115810.000000 Penalty: 5302.076172
	Iteration 49Q: 3 clusters Score -8115810 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36481 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8115830 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36622 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -8115855.000000 Penalty: 5302.076172
	Iteration 51Q: 3 clusters Score -8115855 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36750 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8115874 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -8115897.500000 Penalty: 5302.076172
	Iteration 53Q: 3 clusters Score -8115898 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -8115906.000000 Penalty: 5302.076172
	Iteration 54Q: 3 clusters Score -8115906 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -8115908.500000 Penalty: 5302.076172
	Iteration 55Q: 3 clusters Score -8115908 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -8115903.500000 Penalty: 5302.076172
	Iteration 56Q: 3 clusters Score -8115904 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -8115903.500000 Penalty: 5302.076172
	Iteration 57Q: 3 clusters Score -8115904 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8115908 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -8115928.000000 Penalty: 5302.076172
	Iteration 59Q: 3 clusters Score -8115928 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37372 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -8115920.000000 Penalty: 5302.076172
	Iteration 60F: 3 clusters Score -8115920 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -8115943.500000 Penalty: 5302.076172
	Iteration 61Q: 3 clusters Score -8115944 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8115944 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37486 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8115952 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37520 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -8115958.500000 Penalty: 5302.076172
	Iteration 64Q: 3 clusters Score -8115958 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37554 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8115972 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8115972 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37617 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -8115983.500000 Penalty: 5302.076172
	Iteration 67Q: 3 clusters Score -8115984 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -8116002.000000 Penalty: 5302.076172
	Iteration 68Q: 3 clusters Score -8116002 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37680 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -8115996.000000 Penalty: 5302.076172
	Iteration 69Q: 3 clusters Score -8115996 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37725 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -8116004.500000 Penalty: 5302.076172
	Iteration 70Q: 3 clusters Score -8116004 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37773 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -8116011.000000 Penalty: 5302.076172
	Iteration 71Q: 3 clusters Score -8116011 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37813 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8116028 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37842 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8116038 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -8116043.000000 Penalty: 5302.076172
	Iteration 74Q: 3 clusters Score -8116043 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37900 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8116046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -8116042.500000 Penalty: 5302.076172
	Iteration 76Q: 3 clusters Score -8116042 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -8116059.500000 Penalty: 5302.076172
	Iteration 77Q: 3 clusters Score -8116060 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8116056 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37989 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8116064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -8116053.500000 Penalty: 5302.076172
	Iteration 80F: 3 clusters Score -8116054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -8116058.500000 Penalty: 5302.076172
	Iteration 81Q: 3 clusters Score -8116058 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8116060 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38045 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8116057 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8116056 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38056 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8116068 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8116074 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8116064 nChanged 3
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8116068 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8116066 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8116074 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8116068 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38100 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8116073 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8116068 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8116068 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8116074 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8116088 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8116089 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8116074 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38145 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -8116075.000000 Penalty: 5302.076172
	Iteration 99Q: 3 clusters Score -8116075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -8116078.500000 Penalty: 5302.076172
	Iteration 100F: 3 clusters Score -8116078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38147 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -8116083.000000 Penalty: 5302.076172
	Iteration 101Q: 3 clusters Score -8116083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -8116079.500000 Penalty: 5302.076172
	Iteration 102Q: 3 clusters Score -8116080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -8116077.500000 Penalty: 5302.076172
	Iteration 103Q: 3 clusters Score -8116078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -8116082.500000 Penalty: 5302.076172
	Iteration 104Q: 3 clusters Score -8116082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -8116075.000000 Penalty: 5302.076172
	Iteration 105Q: 3 clusters Score -8116075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -8116071.500000 Penalty: 5302.076172
	Iteration 106Q: 3 clusters Score -8116072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -8116079.500000 Penalty: 5302.076172
	Iteration 107Q: 3 clusters Score -8116080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -8116080.500000 Penalty: 5302.076172
	Iteration 108Q: 3 clusters Score -8116080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -8116079.500000 Penalty: 5302.076172
	Iteration 109Q: 3 clusters Score -8116080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -8116079.500000 Penalty: 5302.076172
	Iteration 110F: 3 clusters Score -8116080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46297 members 
Entering Unmasked Estep 
Score: -8555232.000000 Penalty: 2664.222412
	Iteration 0F: 2 clusters Score -8555232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -8526126.000000 Penalty: 5328.444824
	Iteration 0F: 3 clusters Score -8526126 nChanged 21276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -8537920.000000 Penalty: 5328.444824
	Iteration 1F: 3 clusters Score -8537920 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -8538628.000000 Penalty: 5328.444824
	Iteration 2Q: 3 clusters Score -8538628 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -8539375.000000 Penalty: 5328.444824
	Iteration 3Q: 3 clusters Score -8539375 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -8540270.000000 Penalty: 5328.444824
	Iteration 4Q: 3 clusters Score -8540270 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -8541356.000000 Penalty: 5328.444824
	Iteration 5Q: 3 clusters Score -8541356 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Mstep: Class 2 contains 30009 members 
Entering Unmasked Estep 
Score: -8542809.000000 Penalty: 5328.444824
	Iteration 6F: 3 clusters Score -8542809 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -8544695.000000 Penalty: 5328.444824
	Iteration 7F: 3 clusters Score -8544695 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -8546974.000000 Penalty: 5328.444824
	Iteration 8F: 3 clusters Score -8546974 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -8549023.000000 Penalty: 5328.444824
	Iteration 9F: 3 clusters Score -8549023 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -8550389.000000 Penalty: 5328.444824
	Iteration 10Q: 3 clusters Score -8550389 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
Score: -8551114.000000 Penalty: 5328.444824
	Iteration 11Q: 3 clusters Score -8551114 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 38622 members 
Entering Unmasked Estep 
Score: -8551539.000000 Penalty: 5328.444824
	Iteration 12Q: 3 clusters Score -8551539 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -8551838.000000 Penalty: 5328.444824
	Iteration 13Q: 3 clusters Score -8551838 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 39650 members 
Entering Unmasked Estep 
Score: -8552056.000000 Penalty: 5328.444824
	Iteration 14Q: 3 clusters Score -8552056 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -8552292.000000 Penalty: 5328.444824
	Iteration 15Q: 3 clusters Score -8552292 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -8552471.000000 Penalty: 5328.444824
	Iteration 16Q: 3 clusters Score -8552471 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -8552598.000000 Penalty: 5328.444824
	Iteration 17Q: 3 clusters Score -8552598 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 41332 members 
Entering Unmasked Estep 
Score: -8552797.000000 Penalty: 5328.444824
	Iteration 18Q: 3 clusters Score -8552797 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -8552932.000000 Penalty: 5328.444824
	Iteration 19Q: 3 clusters Score -8552932 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 42098 members 
Entering Unmasked Estep 
Score: -8553019.000000 Penalty: 5328.444824
	Iteration 20F: 3 clusters Score -8553019 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
Score: -8553143.000000 Penalty: 5328.444824
	Iteration 21Q: 3 clusters Score -8553143 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 42725 members 
Entering Unmasked Estep 
Score: -8553201.000000 Penalty: 5328.444824
	Iteration 22Q: 3 clusters Score -8553201 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 42993 members 
Entering Unmasked Estep 
Score: -8553236.000000 Penalty: 5328.444824
	Iteration 23Q: 3 clusters Score -8553236 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 43244 members 
Entering Unmasked Estep 
Score: -8553320.000000 Penalty: 5328.444824
	Iteration 24Q: 3 clusters Score -8553320 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 43501 members 
Entering Unmasked Estep 
Score: -8553358.000000 Penalty: 5328.444824
	Iteration 25Q: 3 clusters Score -8553358 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -8553392.000000 Penalty: 5328.444824
	Iteration 26Q: 3 clusters Score -8553392 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 44009 members 
Entering Unmasked Estep 
Score: -8553405.000000 Penalty: 5328.444824
	Iteration 27Q: 3 clusters Score -8553405 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 44240 members 
Entering Unmasked Estep 
Score: -8553438.000000 Penalty: 5328.444824
	Iteration 28Q: 3 clusters Score -8553438 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 44466 members 
Entering Unmasked Estep 
Score: -8553432.000000 Penalty: 5328.444824
	Iteration 29Q: 3 clusters Score -8553432 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -8553429.000000 Penalty: 5328.444824
	Iteration 30Q: 3 clusters Score -8553429 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 44855 members 
Entering Unmasked Estep 
Score: -8553438.000000 Penalty: 5328.444824
	Iteration 31Q: 3 clusters Score -8553438 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 45007 members 
Entering Unmasked Estep 
Score: -8553464.000000 Penalty: 5328.444824
	Iteration 32Q: 3 clusters Score -8553464 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 45133 members 
Entering Unmasked Estep 
Score: -8553428.000000 Penalty: 5328.444824
	Iteration 33Q: 3 clusters Score -8553428 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
Score: -8553423.000000 Penalty: 5328.444824
	Iteration 34Q: 3 clusters Score -8553423 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -8553397.000000 Penalty: 5328.444824
	Iteration 35Q: 3 clusters Score -8553397 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 45414 members 
Entering Unmasked Estep 
Score: -8553404.000000 Penalty: 5328.444824
	Iteration 36Q: 3 clusters Score -8553404 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -8553392.000000 Penalty: 5328.444824
	Iteration 37Q: 3 clusters Score -8553392 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 45512 members 
Entering Unmasked Estep 
Score: -8553384.000000 Penalty: 5328.444824
	Iteration 38Q: 3 clusters Score -8553384 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -8553387.000000 Penalty: 5328.444824
	Iteration 39Q: 3 clusters Score -8553387 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 45573 members 
Entering Unmasked Estep 
Score: -8553382.000000 Penalty: 5328.444824
	Iteration 40F: 3 clusters Score -8553382 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 45595 members 
Entering Unmasked Estep 
Score: -8553385.000000 Penalty: 5328.444824
	Iteration 41Q: 3 clusters Score -8553385 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 45614 members 
Entering Unmasked Estep 
Score: -8553385.000000 Penalty: 5328.444824
	Iteration 42Q: 3 clusters Score -8553385 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 45631 members 
Entering Unmasked Estep 
Score: -8553380.000000 Penalty: 5328.444824
	Iteration 43Q: 3 clusters Score -8553380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 45645 members 
Entering Unmasked Estep 
Score: -8553380.000000 Penalty: 5328.444824
	Iteration 44Q: 3 clusters Score -8553380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 45654 members 
Entering Unmasked Estep 
Score: -8553376.000000 Penalty: 5328.444824
	Iteration 45Q: 3 clusters Score -8553376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 45668 members 
Entering Unmasked Estep 
Score: -8553368.000000 Penalty: 5328.444824
	Iteration 46Q: 3 clusters Score -8553368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
Score: -8553366.000000 Penalty: 5328.444824
	Iteration 47Q: 3 clusters Score -8553366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 45683 members 
Entering Unmasked Estep 
Score: -8553369.000000 Penalty: 5328.444824
	Iteration 48Q: 3 clusters Score -8553369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 45689 members 
Entering Unmasked Estep 
Score: -8553372.000000 Penalty: 5328.444824
	Iteration 49Q: 3 clusters Score -8553372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 45696 members 
Entering Unmasked Estep 
Score: -8553378.000000 Penalty: 5328.444824
	Iteration 50Q: 3 clusters Score -8553378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 45701 members 
Entering Unmasked Estep 
Score: -8553377.000000 Penalty: 5328.444824
	Iteration 51Q: 3 clusters Score -8553377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
Score: -8553372.000000 Penalty: 5328.444824
	Iteration 52Q: 3 clusters Score -8553372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 45709 members 
Entering Unmasked Estep 
Score: -8553372.000000 Penalty: 5328.444824
	Iteration 53Q: 3 clusters Score -8553372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 45710 members 
Entering Unmasked Estep 
Score: -8553372.000000 Penalty: 5328.444824
	Iteration 54Q: 3 clusters Score -8553372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 45709 members 
Entering Unmasked Estep 
Score: -8553369.000000 Penalty: 5328.444824
	Iteration 55Q: 3 clusters Score -8553369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 45712 members 
Entering Unmasked Estep 
Score: -8553376.000000 Penalty: 5328.444824
	Iteration 56Q: 3 clusters Score -8553376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 45713 members 
Entering Unmasked Estep 
Score: -8553373.000000 Penalty: 5328.444824
	Iteration 57Q: 3 clusters Score -8553373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 45714 members 
Entering Unmasked Estep 
Score: -8553371.000000 Penalty: 5328.444824
	Iteration 58Q: 3 clusters Score -8553371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 45716 members 
Entering Unmasked Estep 
Score: -8553377.000000 Penalty: 5328.444824
	Iteration 59Q: 3 clusters Score -8553377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -8553375.000000 Penalty: 5328.444824
	Iteration 60F: 3 clusters Score -8553375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 45728 members 
Entering Unmasked Estep 
Score: -8553365.000000 Penalty: 5328.444824
	Iteration 61Q: 3 clusters Score -8553365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
Score: -8553379.000000 Penalty: 5328.444824
	Iteration 62Q: 3 clusters Score -8553379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 45732 members 
Entering Unmasked Estep 
Score: -8553365.000000 Penalty: 5328.444824
	Iteration 63Q: 3 clusters Score -8553365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -8553369.000000 Penalty: 5328.444824
	Iteration 64Q: 3 clusters Score -8553369 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 45734 members 
Entering Unmasked Estep 
Score: -8553370.000000 Penalty: 5328.444824
	Iteration 65Q: 3 clusters Score -8553370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 45734 members 
Entering Unmasked Estep 
Score: -8553370.000000 Penalty: 5328.444824
	Iteration 66F: 3 clusters Score -8553370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Entering Unmasked Estep 
Score: -407134.468750 Penalty: 1930.342773
	Iteration 0F: 2 clusters Score -407134.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -404245.468750 Penalty: 3860.685547
	Iteration 0F: 3 clusters Score -404245.5 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -404886.406250 Penalty: 3860.685547
	Iteration 1F: 3 clusters Score -404886.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -405092.125000 Penalty: 3860.685547
	Iteration 2F: 3 clusters Score -405092.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -405267.750000 Penalty: 3860.685547
	Iteration 3F: 3 clusters Score -405267.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -405465.437500 Penalty: 3860.685547
	Iteration 4F: 3 clusters Score -405465.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -405669.437500 Penalty: 3860.685547
	Iteration 5F: 3 clusters Score -405669.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -405836.656250 Penalty: 3860.685547
	Iteration 6F: 3 clusters Score -405836.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -405951.937500 Penalty: 3860.685547
	Iteration 7Q: 3 clusters Score -405951.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -406032.468750 Penalty: 3860.685547
	Iteration 8Q: 3 clusters Score -406032.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -406100.656250 Penalty: 3860.685547
	Iteration 9Q: 3 clusters Score -406100.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -406146.218750 Penalty: 3860.685547
	Iteration 10Q: 3 clusters Score -406146.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -406176.187500 Penalty: 3860.685547
	Iteration 11Q: 3 clusters Score -406176.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -406195.500000 Penalty: 3860.685547
	Iteration 12Q: 3 clusters Score -406195.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -406207.281250 Penalty: 3860.685547
	Iteration 13Q: 3 clusters Score -406207.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -406213.500000 Penalty: 3860.685547
	Iteration 14Q: 3 clusters Score -406213.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -406216.187500 Penalty: 3860.685547
	Iteration 15Q: 3 clusters Score -406216.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -406221.312500 Penalty: 3860.685547
	Iteration 16Q: 3 clusters Score -406221.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -406225.437500 Penalty: 3860.685547
	Iteration 17Q: 3 clusters Score -406225.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -406229.437500 Penalty: 3860.685547
	Iteration 18Q: 3 clusters Score -406229.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -406232.875000 Penalty: 3860.685547
	Iteration 19Q: 3 clusters Score -406232.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -406237.125000 Penalty: 3860.685547
	Iteration 20F: 3 clusters Score -406237.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -406246.125000 Penalty: 3860.685547
	Iteration 21Q: 3 clusters Score -406246.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -406254.250000 Penalty: 3860.685547
	Iteration 22Q: 3 clusters Score -406254.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -406262.593750 Penalty: 3860.685547
	Iteration 23Q: 3 clusters Score -406262.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -406270.593750 Penalty: 3860.685547
	Iteration 24Q: 3 clusters Score -406270.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -406277.531250 Penalty: 3860.685547
	Iteration 25Q: 3 clusters Score -406277.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -406281.500000 Penalty: 3860.685547
	Iteration 26Q: 3 clusters Score -406281.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -406283.625000 Penalty: 3860.685547
	Iteration 27Q: 3 clusters Score -406283.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -406287.312500 Penalty: 3860.685547
	Iteration 28Q: 3 clusters Score -406287.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -406293.968750 Penalty: 3860.685547
	Iteration 29Q: 3 clusters Score -406294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -406300.500000 Penalty: 3860.685547
	Iteration 30Q: 3 clusters Score -406300.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -406306.968750 Penalty: 3860.685547
	Iteration 31Q: 3 clusters Score -406307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -406309.781250 Penalty: 3860.685547
	Iteration 32Q: 3 clusters Score -406309.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -406311.718750 Penalty: 3860.685547
	Iteration 33Q: 3 clusters Score -406311.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -406312.875000 Penalty: 3860.685547
	Iteration 34Q: 3 clusters Score -406312.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -406314.437500 Penalty: 3860.685547
	Iteration 35Q: 3 clusters Score -406314.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -406316.593750 Penalty: 3860.685547
	Iteration 36Q: 3 clusters Score -406316.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -406317.687500 Penalty: 3860.685547
	Iteration 37Q: 3 clusters Score -406317.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -406318.250000 Penalty: 3860.685547
	Iteration 38Q: 3 clusters Score -406318.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -406320.812500 Penalty: 3860.685547
	Iteration 39Q: 3 clusters Score -406320.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -406320.656250 Penalty: 3860.685547
	Iteration 40F: 3 clusters Score -406320.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -406322.375000 Penalty: 3860.685547
	Iteration 41Q: 3 clusters Score -406322.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -406323.281250 Penalty: 3860.685547
	Iteration 42Q: 3 clusters Score -406323.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -406324.187500 Penalty: 3860.685547
	Iteration 43Q: 3 clusters Score -406324.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -406324.187500 Penalty: 3860.685547
	Iteration 44F: 3 clusters Score -406324.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Entering Unmasked Estep 
Score: -130705.687500 Penalty: 1647.659912
	Iteration 0F: 2 clusters Score -130705.7 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 394 members 
Entering Unmasked Estep 
Score: -128986.750000 Penalty: 3295.319824
	Iteration 0F: 3 clusters Score -128986.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -129327.671875 Penalty: 3295.319824
	Iteration 1F: 3 clusters Score -129327.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -129517.000000 Penalty: 3295.319824
	Iteration 2F: 3 clusters Score -129517 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -129583.429688 Penalty: 3295.319824
	Iteration 3F: 3 clusters Score -129583.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -129633.437500 Penalty: 3295.319824
	Iteration 4Q: 3 clusters Score -129633.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -129670.765625 Penalty: 3295.319824
	Iteration 5Q: 3 clusters Score -129670.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -129714.320312 Penalty: 3295.319824
	Iteration 6Q: 3 clusters Score -129714.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -129740.960938 Penalty: 3295.319824
	Iteration 7Q: 3 clusters Score -129741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -129751.867188 Penalty: 3295.319824
	Iteration 8Q: 3 clusters Score -129751.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -129766.437500 Penalty: 3295.319824
	Iteration 9Q: 3 clusters Score -129766.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -129778.304688 Penalty: 3295.319824
	Iteration 10Q: 3 clusters Score -129778.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -129790.140625 Penalty: 3295.319824
	Iteration 11Q: 3 clusters Score -129790.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -129796.375000 Penalty: 3295.319824
	Iteration 12Q: 3 clusters Score -129796.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -129797.390625 Penalty: 3295.319824
	Iteration 13Q: 3 clusters Score -129797.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -129800.328125 Penalty: 3295.319824
	Iteration 14Q: 3 clusters Score -129800.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -129800.328125 Penalty: 3295.319824
	Iteration 15F: 3 clusters Score -129800.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Entering Unmasked Estep 
Score: -222194.375000 Penalty: 1773.956909
	Iteration 0F: 2 clusters Score -222194.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -220105.234375 Penalty: 3547.913818
	Iteration 0F: 3 clusters Score -220105.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -220583.375000 Penalty: 3547.913818
	Iteration 1F: 3 clusters Score -220583.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -220748.281250 Penalty: 3547.913818
	Iteration 2F: 3 clusters Score -220748.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -220834.250000 Penalty: 3547.913818
	Iteration 3Q: 3 clusters Score -220834.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -220901.156250 Penalty: 3547.913818
	Iteration 4Q: 3 clusters Score -220901.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -220963.406250 Penalty: 3547.913818
	Iteration 5Q: 3 clusters Score -220963.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -221029.437500 Penalty: 3547.913818
	Iteration 6Q: 3 clusters Score -221029.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -221091.890625 Penalty: 3547.913818
	Iteration 7Q: 3 clusters Score -221091.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -221146.843750 Penalty: 3547.913818
	Iteration 8Q: 3 clusters Score -221146.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -221198.765625 Penalty: 3547.913818
	Iteration 9Q: 3 clusters Score -221198.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -221260.562500 Penalty: 3547.913818
	Iteration 10Q: 3 clusters Score -221260.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -221322.203125 Penalty: 3547.913818
	Iteration 11Q: 3 clusters Score -221322.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -221350.125000 Penalty: 3547.913818
	Iteration 12Q: 3 clusters Score -221350.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -221385.234375 Penalty: 3547.913818
	Iteration 13Q: 3 clusters Score -221385.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -221420.171875 Penalty: 3547.913818
	Iteration 14Q: 3 clusters Score -221420.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -221468.062500 Penalty: 3547.913818
	Iteration 15Q: 3 clusters Score -221468.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -221512.765625 Penalty: 3547.913818
	Iteration 16Q: 3 clusters Score -221512.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -221557.671875 Penalty: 3547.913818
	Iteration 17Q: 3 clusters Score -221557.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -221605.500000 Penalty: 3547.913818
	Iteration 18Q: 3 clusters Score -221605.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -221614.468750 Penalty: 3547.913818
	Iteration 19Q: 3 clusters Score -221614.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -221644.734375 Penalty: 3547.913818
	Iteration 20F: 3 clusters Score -221644.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -221672.734375 Penalty: 3547.913818
	Iteration 21Q: 3 clusters Score -221672.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -221740.718750 Penalty: 3547.913818
	Iteration 22Q: 3 clusters Score -221740.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -221766.156250 Penalty: 3547.913818
	Iteration 23Q: 3 clusters Score -221766.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -221774.703125 Penalty: 3547.913818
	Iteration 24Q: 3 clusters Score -221774.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -221798.437500 Penalty: 3547.913818
	Iteration 25Q: 3 clusters Score -221798.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -221827.531250 Penalty: 3547.913818
	Iteration 26Q: 3 clusters Score -221827.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -221913.187500 Penalty: 3547.913818
	Iteration 27Q: 3 clusters Score -221913.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -221969.515625 Penalty: 3547.913818
	Iteration 28Q: 3 clusters Score -221969.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -222033.484375 Penalty: 3547.913818
	Iteration 29Q: 3 clusters Score -222033.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -222049.281250 Penalty: 3547.913818
	Iteration 30Q: 3 clusters Score -222049.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -222056.562500 Penalty: 3547.913818
	Iteration 31Q: 3 clusters Score -222056.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -222063.828125 Penalty: 3547.913818
	Iteration 32Q: 3 clusters Score -222063.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -222068.781250 Penalty: 3547.913818
	Iteration 33Q: 3 clusters Score -222068.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -222074.703125 Penalty: 3547.913818
	Iteration 34Q: 3 clusters Score -222074.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -222076.093750 Penalty: 3547.913818
	Iteration 35Q: 3 clusters Score -222076.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -222076.093750 Penalty: 3547.913818
	Iteration 36F: 3 clusters Score -222076.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (41591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Entering Unmasked Estep 
Score: -7610245.500000 Penalty: 2637.638428
	Iteration 0F: 2 clusters Score -7610246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -7582453.000000 Penalty: 5275.276855
	Iteration 0F: 3 clusters Score -7582453 nChanged 18930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 22517 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -7597212 nChanged 2531
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Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -7599180 nChanged 2814
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Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -7601533 nChanged 2642
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Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -7603528 nChanged 2021
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Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -7604703 nChanged 1397
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Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -7605269 nChanged 910
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Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -7605606 nChanged 658
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Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7605848 nChanged 584
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Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7606040 nChanged 565
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Mstep: Class 1 contains 29061 members 
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Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7606265 nChanged 508
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Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7606416 nChanged 497
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Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7606580 nChanged 491
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Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7606747 nChanged 486
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Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7606928 nChanged 482
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Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7607074 nChanged 463
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Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7607197 nChanged 477
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Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7607354 nChanged 450
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Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7607520 nChanged 424
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	Iteration 24Q: 3 clusters Score -7607661 nChanged 402
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Entering Unmasked Estep 
Score: -7607763.500000 Penalty: 5275.276855
	Iteration 25Q: 3 clusters Score -7607764 nChanged 339
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Mstep: Class 1 contains 33680 members 
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	Iteration 26Q: 3 clusters Score -7607851 nChanged 322
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Entering Unmasked Estep 
Score: -7607929.500000 Penalty: 5275.276855
	Iteration 27Q: 3 clusters Score -7607930 nChanged 312
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Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7608042 nChanged 306
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	Iteration 29Q: 3 clusters Score -7608134 nChanged 283
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	Iteration 30Q: 3 clusters Score -7608214 nChanged 266
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Mstep: Class 1 contains 35155 members 
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	Iteration 31Q: 3 clusters Score -7608261 nChanged 264
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	Iteration 32Q: 3 clusters Score -7608321 nChanged 235
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	Iteration 33Q: 3 clusters Score -7608356 nChanged 213
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	Iteration 34Q: 3 clusters Score -7608388 nChanged 196
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	Iteration 35Q: 3 clusters Score -7608448 nChanged 179
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	Iteration 36Q: 3 clusters Score -7608483 nChanged 146
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	Iteration 37Q: 3 clusters Score -7608524 nChanged 136
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	Iteration 38Q: 3 clusters Score -7608534 nChanged 135
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	Iteration 39Q: 3 clusters Score -7608594 nChanged 139
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	Iteration 40F: 3 clusters Score -7608598 nChanged 125
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	Iteration 41Q: 3 clusters Score -7608643 nChanged 115
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	Iteration 42Q: 3 clusters Score -7608654 nChanged 107
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	Iteration 43Q: 3 clusters Score -7608650 nChanged 79
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	Iteration 44Q: 3 clusters Score -7608659 nChanged 91
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	Iteration 45Q: 3 clusters Score -7608688 nChanged 82
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	Iteration 46Q: 3 clusters Score -7608704 nChanged 79
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	Iteration 47Q: 3 clusters Score -7608728 nChanged 100
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	Iteration 48Q: 3 clusters Score -7608734 nChanged 94
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	Iteration 49Q: 3 clusters Score -7608766 nChanged 94
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	Iteration 50Q: 3 clusters Score -7608790 nChanged 91
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Score: -7608802.500000 Penalty: 5275.276855
	Iteration 51Q: 3 clusters Score -7608802 nChanged 86
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	Iteration 52Q: 3 clusters Score -7608816 nChanged 89
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	Iteration 53Q: 3 clusters Score -7608808 nChanged 78
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	Iteration 54Q: 3 clusters Score -7608824 nChanged 66
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	Iteration 55Q: 3 clusters Score -7608828 nChanged 48
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	Iteration 56Q: 3 clusters Score -7608839 nChanged 47
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	Iteration 57Q: 3 clusters Score -7608826 nChanged 48
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	Iteration 58Q: 3 clusters Score -7608834 nChanged 33
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	Iteration 59Q: 3 clusters Score -7608834 nChanged 18
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	Iteration 60F: 3 clusters Score -7608838 nChanged 12
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	Iteration 61Q: 3 clusters Score -7608842 nChanged 18
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	Iteration 62Q: 3 clusters Score -7608847 nChanged 14
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	Iteration 63Q: 3 clusters Score -7608842 nChanged 14
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	Iteration 64Q: 3 clusters Score -7608850 nChanged 13
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	Iteration 65Q: 3 clusters Score -7608856 nChanged 14
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	Iteration 66Q: 3 clusters Score -7608858 nChanged 21
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	Iteration 67Q: 3 clusters Score -7608868 nChanged 19
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	Iteration 68Q: 3 clusters Score -7608878 nChanged 13
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	Iteration 69Q: 3 clusters Score -7608880 nChanged 9
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	Iteration 70Q: 3 clusters Score -7608878 nChanged 19
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	Iteration 71Q: 3 clusters Score -7608878 nChanged 20
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	Iteration 72Q: 3 clusters Score -7608878 nChanged 20
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	Iteration 73Q: 3 clusters Score -7608868 nChanged 23
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	Iteration 74Q: 3 clusters Score -7608870 nChanged 15
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	Iteration 75Q: 3 clusters Score -7608878 nChanged 14
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	Iteration 76Q: 3 clusters Score -7608873 nChanged 19
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	Iteration 77Q: 3 clusters Score -7608868 nChanged 15
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	Iteration 78Q: 3 clusters Score -7608878 nChanged 17
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	Iteration 79Q: 3 clusters Score -7608882 nChanged 16
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	Iteration 80F: 3 clusters Score -7608881 nChanged 13
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	Iteration 81Q: 3 clusters Score -7608886 nChanged 11
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	Iteration 82Q: 3 clusters Score -7608892 nChanged 12
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	Iteration 83Q: 3 clusters Score -7608889 nChanged 12
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	Iteration 84Q: 3 clusters Score -7608892 nChanged 6
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	Iteration 85Q: 3 clusters Score -7608890 nChanged 8
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	Iteration 86Q: 3 clusters Score -7608889 nChanged 14
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	Iteration 87Q: 3 clusters Score -7608887 nChanged 12
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	Iteration 88Q: 3 clusters Score -7608884 nChanged 12
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	Iteration 89Q: 3 clusters Score -7608884 nChanged 10
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	Iteration 90Q: 3 clusters Score -7608894 nChanged 9
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	Iteration 91Q: 3 clusters Score -7608894 nChanged 7
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	Iteration 92Q: 3 clusters Score -7608892 nChanged 9
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	Iteration 93Q: 3 clusters Score -7608896 nChanged 5
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	Iteration 94Q: 3 clusters Score -7608899 nChanged 7
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Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -7608910.500000 Penalty: 5275.276855
	Iteration 95Q: 3 clusters Score -7608910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -7608905.000000 Penalty: 5275.276855
	Iteration 96Q: 3 clusters Score -7608905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -7608901.000000 Penalty: 5275.276855
	Iteration 97Q: 3 clusters Score -7608901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38811 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -7608897.500000 Penalty: 5275.276855
	Iteration 98Q: 3 clusters Score -7608898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -7608906.500000 Penalty: 5275.276855
	Iteration 99Q: 3 clusters Score -7608906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -7608905.000000 Penalty: 5275.276855
	Iteration 100F: 3 clusters Score -7608905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -7608908.000000 Penalty: 5275.276855
	Iteration 101Q: 3 clusters Score -7608908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -7608904.000000 Penalty: 5275.276855
	Iteration 102Q: 3 clusters Score -7608904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -7608905.000000 Penalty: 5275.276855
	Iteration 103Q: 3 clusters Score -7608905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38823 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -7608902.500000 Penalty: 5275.276855
	Iteration 104Q: 3 clusters Score -7608902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -7608907.000000 Penalty: 5275.276855
	Iteration 105Q: 3 clusters Score -7608907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -7608907.000000 Penalty: 5275.276855
	Iteration 106F: 3 clusters Score -7608907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Entering Unmasked Estep 
Score: -81095.937500 Penalty: 1600.108154
	Iteration 0F: 2 clusters Score -81095.94 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 327 members 
Entering Unmasked Estep 
Score: -79534.640625 Penalty: 3200.216309
	Iteration 0F: 3 clusters Score -79534.64 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -79972.203125 Penalty: 3200.216309
	Iteration 1F: 3 clusters Score -79972.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -80237.960938 Penalty: 3200.216309
	Iteration 2F: 3 clusters Score -80237.96 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -80372.914062 Penalty: 3200.216309
	Iteration 3F: 3 clusters Score -80372.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -80420.390625 Penalty: 3200.216309
	Iteration 4Q: 3 clusters Score -80420.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -80449.820312 Penalty: 3200.216309
	Iteration 5Q: 3 clusters Score -80449.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -80499.718750 Penalty: 3200.216309
	Iteration 6Q: 3 clusters Score -80499.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -80541.539062 Penalty: 3200.216309
	Iteration 7Q: 3 clusters Score -80541.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -80576.726562 Penalty: 3200.216309
	Iteration 8Q: 3 clusters Score -80576.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -80610.359375 Penalty: 3200.216309
	Iteration 9Q: 3 clusters Score -80610.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -80646.203125 Penalty: 3200.216309
	Iteration 10Q: 3 clusters Score -80646.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -80662.929688 Penalty: 3200.216309
	Iteration 11Q: 3 clusters Score -80662.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -80687.265625 Penalty: 3200.216309
	Iteration 12Q: 3 clusters Score -80687.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -80701.578125 Penalty: 3200.216309
	Iteration 13Q: 3 clusters Score -80701.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -80717.617188 Penalty: 3200.216309
	Iteration 14Q: 3 clusters Score -80717.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -80733.164062 Penalty: 3200.216309
	Iteration 15Q: 3 clusters Score -80733.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -80745.187500 Penalty: 3200.216309
	Iteration 16Q: 3 clusters Score -80745.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -80754.812500 Penalty: 3200.216309
	Iteration 17Q: 3 clusters Score -80754.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -80758.710938 Penalty: 3200.216309
	Iteration 18Q: 3 clusters Score -80758.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -80758.710938 Penalty: 3200.216309
	Iteration 19F: 3 clusters Score -80758.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47758 members 
Entering Unmasked Estep 
Score: -8654442.000000 Penalty: 2671.927734
	Iteration 0F: 2 clusters Score -8654442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -8623619.000000 Penalty: 5343.855469
	Iteration 0F: 3 clusters Score -8623619 nChanged 21886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -8635625.000000 Penalty: 5343.855469
	Iteration 1F: 3 clusters Score -8635625 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -8636090.000000 Penalty: 5343.855469
	Iteration 2Q: 3 clusters Score -8636090 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -8636602.000000 Penalty: 5343.855469
	Iteration 3Q: 3 clusters Score -8636602 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -8637277.000000 Penalty: 5343.855469
	Iteration 4Q: 3 clusters Score -8637277 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -8638382.000000 Penalty: 5343.855469
	Iteration 5Q: 3 clusters Score -8638382 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -8640152.000000 Penalty: 5343.855469
	Iteration 6F: 3 clusters Score -8640152 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -8642935.000000 Penalty: 5343.855469
	Iteration 7F: 3 clusters Score -8642935 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -8646742.000000 Penalty: 5343.855469
	Iteration 8F: 3 clusters Score -8646742 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 44638 members 
Entering Unmasked Estep 
Score: -8649881.000000 Penalty: 5343.855469
	Iteration 9F: 3 clusters Score -8649881 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 46549 members 
Entering Unmasked Estep 
Score: -8651257.000000 Penalty: 5343.855469
	Iteration 10Q: 3 clusters Score -8651257 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 47263 members 
Entering Unmasked Estep 
Score: -8651786.000000 Penalty: 5343.855469
	Iteration 11Q: 3 clusters Score -8651786 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 47456 members 
Entering Unmasked Estep 
Score: -8651986.000000 Penalty: 5343.855469
	Iteration 12Q: 3 clusters Score -8651986 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 47508 members 
Entering Unmasked Estep 
Score: -8652064.000000 Penalty: 5343.855469
	Iteration 13Q: 3 clusters Score -8652064 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 47523 members 
Entering Unmasked Estep 
Score: -8652106.000000 Penalty: 5343.855469
	Iteration 14Q: 3 clusters Score -8652106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 47531 members 
Entering Unmasked Estep 
Score: -8652120.000000 Penalty: 5343.855469
	Iteration 15Q: 3 clusters Score -8652120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 47536 members 
Entering Unmasked Estep 
Score: -8652136.000000 Penalty: 5343.855469
	Iteration 16Q: 3 clusters Score -8652136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 47538 members 
Entering Unmasked Estep 
Score: -8652138.000000 Penalty: 5343.855469
	Iteration 17Q: 3 clusters Score -8652138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 47539 members 
Entering Unmasked Estep 
Score: -8652143.000000 Penalty: 5343.855469
	Iteration 18Q: 3 clusters Score -8652143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 47543 members 
Entering Unmasked Estep 
Score: -8652144.000000 Penalty: 5343.855469
	Iteration 19Q: 3 clusters Score -8652144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 47545 members 
Entering Unmasked Estep 
Score: -8652150.000000 Penalty: 5343.855469
	Iteration 20F: 3 clusters Score -8652150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 47547 members 
Entering Unmasked Estep 
Score: -8652153.000000 Penalty: 5343.855469
	Iteration 21Q: 3 clusters Score -8652153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 47547 members 
Entering Unmasked Estep 
Score: -8652153.000000 Penalty: 5343.855469
	Iteration 22Q: 3 clusters Score -8652153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 47549 members 
Entering Unmasked Estep 
Score: -8652163.000000 Penalty: 5343.855469
	Iteration 23Q: 3 clusters Score -8652163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 47551 members 
Entering Unmasked Estep 
Score: -8652162.000000 Penalty: 5343.855469
	Iteration 24Q: 3 clusters Score -8652162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 47551 members 
Entering Unmasked Estep 
Score: -8652162.000000 Penalty: 5343.855469
	Iteration 25F: 3 clusters Score -8652162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -56100.875000 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -56100.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -54808.222656 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -54808.22 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -54977.687500 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -54977.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -55037.406250 Penalty: 2982.802734
	Iteration 2F: 3 clusters Score -55037.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -55081.812500 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -55081.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -55092.125000 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -55092.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -55093.570312 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -55093.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -55093.570312 Penalty: 2982.802734
	Iteration 6F: 3 clusters Score -55093.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Entering Unmasked Estep 
Score: -4639720.500000 Penalty: 2522.273193
	Iteration 0F: 2 clusters Score -4639720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -4621707.500000 Penalty: 5044.546387
	Iteration 0F: 3 clusters Score -4621708 nChanged 11774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -4628001.500000 Penalty: 5044.546387
	Iteration 1F: 3 clusters Score -4628002 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -4628351.500000 Penalty: 5044.546387
	Iteration 2Q: 3 clusters Score -4628352 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -4628630.000000 Penalty: 5044.546387
	Iteration 3Q: 3 clusters Score -4628630 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -4628849.000000 Penalty: 5044.546387
	Iteration 4Q: 3 clusters Score -4628849 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -4629102.500000 Penalty: 5044.546387
	Iteration 5Q: 3 clusters Score -4629102 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -4629340.500000 Penalty: 5044.546387
	Iteration 6Q: 3 clusters Score -4629340 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -4629630.000000 Penalty: 5044.546387
	Iteration 7Q: 3 clusters Score -4629630 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -4629959.000000 Penalty: 5044.546387
	Iteration 8Q: 3 clusters Score -4629959 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -4630501.000000 Penalty: 5044.546387
	Iteration 9Q: 3 clusters Score -4630501 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -4631142.000000 Penalty: 5044.546387
	Iteration 10Q: 3 clusters Score -4631142 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -4632132.500000 Penalty: 5044.546387
	Iteration 11F: 3 clusters Score -4632132 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -4633394.000000 Penalty: 5044.546387
	Iteration 12F: 3 clusters Score -4633394 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -4634710.000000 Penalty: 5044.546387
	Iteration 13F: 3 clusters Score -4634710 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -4635867.000000 Penalty: 5044.546387
	Iteration 14F: 3 clusters Score -4635867 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -4636649.500000 Penalty: 5044.546387
	Iteration 15Q: 3 clusters Score -4636650 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -4637091.500000 Penalty: 5044.546387
	Iteration 16Q: 3 clusters Score -4637092 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -4637284.500000 Penalty: 5044.546387
	Iteration 17Q: 3 clusters Score -4637284 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -4637388.000000 Penalty: 5044.546387
	Iteration 18Q: 3 clusters Score -4637388 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -4637427.500000 Penalty: 5044.546387
	Iteration 19Q: 3 clusters Score -4637428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -4637445.500000 Penalty: 5044.546387
	Iteration 20F: 3 clusters Score -4637446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -4637452.000000 Penalty: 5044.546387
	Iteration 21Q: 3 clusters Score -4637452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 25879 members 
Entering Unmasked Estep 
Score: -4637467.500000 Penalty: 5044.546387
	Iteration 22Q: 3 clusters Score -4637468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -4637470.500000 Penalty: 5044.546387
	Iteration 23Q: 3 clusters Score -4637470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -4637468.000000 Penalty: 5044.546387
	Iteration 24Q: 3 clusters Score -4637468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -4637476.000000 Penalty: 5044.546387
	Iteration 25Q: 3 clusters Score -4637476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -4637472.500000 Penalty: 5044.546387
	Iteration 26Q: 3 clusters Score -4637472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -4637472.500000 Penalty: 5044.546387
	Iteration 27F: 3 clusters Score -4637472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (31576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Entering Unmasked Estep 
Score: -5733553.500000 Penalty: 2569.317871
	Iteration 0F: 2 clusters Score -5733554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -5711989.000000 Penalty: 5138.635742
	Iteration 0F: 3 clusters Score -5711989 nChanged 14182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -5719691.000000 Penalty: 5138.635742
	Iteration 1F: 3 clusters Score -5719691 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -5720162.500000 Penalty: 5138.635742
	Iteration 2Q: 3 clusters Score -5720162 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -5720555.000000 Penalty: 5138.635742
	Iteration 3Q: 3 clusters Score -5720555 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -5720944.000000 Penalty: 5138.635742
	Iteration 4Q: 3 clusters Score -5720944 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -5721408.500000 Penalty: 5138.635742
	Iteration 5Q: 3 clusters Score -5721408 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -5722027.500000 Penalty: 5138.635742
	Iteration 6Q: 3 clusters Score -5722028 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -5722925.000000 Penalty: 5138.635742
	Iteration 7Q: 3 clusters Score -5722925 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -5724127.000000 Penalty: 5138.635742
	Iteration 8F: 3 clusters Score -5724127 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -5725552.000000 Penalty: 5138.635742
	Iteration 9F: 3 clusters Score -5725552 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -5727015.000000 Penalty: 5138.635742
	Iteration 10F: 3 clusters Score -5727015 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -5728260.500000 Penalty: 5138.635742
	Iteration 11Q: 3 clusters Score -5728260 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -5729180.500000 Penalty: 5138.635742
	Iteration 12Q: 3 clusters Score -5729180 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -5729814.000000 Penalty: 5138.635742
	Iteration 13Q: 3 clusters Score -5729814 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -5730220.000000 Penalty: 5138.635742
	Iteration 14Q: 3 clusters Score -5730220 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -5730525.000000 Penalty: 5138.635742
	Iteration 15Q: 3 clusters Score -5730525 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30279 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5730748.000000 Penalty: 5138.635742
	Iteration 16Q: 3 clusters Score -5730748 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5730887.000000 Penalty: 5138.635742
	Iteration 17Q: 3 clusters Score -5730887 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -5730985.000000 Penalty: 5138.635742
	Iteration 18Q: 3 clusters Score -5730985 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -5731041.000000 Penalty: 5138.635742
	Iteration 19Q: 3 clusters Score -5731041 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30785 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5731079.500000 Penalty: 5138.635742
	Iteration 20F: 3 clusters Score -5731080 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5731119.500000 Penalty: 5138.635742
	Iteration 21Q: 3 clusters Score -5731120 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5731142.000000 Penalty: 5138.635742
	Iteration 22Q: 3 clusters Score -5731142 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5731169.000000 Penalty: 5138.635742
	Iteration 23Q: 3 clusters Score -5731169 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5731207.000000 Penalty: 5138.635742
	Iteration 24Q: 3 clusters Score -5731207 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5731232.000000 Penalty: 5138.635742
	Iteration 25Q: 3 clusters Score -5731232 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5731250.000000 Penalty: 5138.635742
	Iteration 26Q: 3 clusters Score -5731250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -5731264.000000 Penalty: 5138.635742
	Iteration 27Q: 3 clusters Score -5731264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5731278.000000 Penalty: 5138.635742
	Iteration 28Q: 3 clusters Score -5731278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5731291.000000 Penalty: 5138.635742
	Iteration 29Q: 3 clusters Score -5731291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5731299.500000 Penalty: 5138.635742
	Iteration 30Q: 3 clusters Score -5731300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5731304.500000 Penalty: 5138.635742
	Iteration 31Q: 3 clusters Score -5731304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5731308.500000 Penalty: 5138.635742
	Iteration 32Q: 3 clusters Score -5731308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5731314.000000 Penalty: 5138.635742
	Iteration 33Q: 3 clusters Score -5731314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5731314.000000 Penalty: 5138.635742
	Iteration 34F: 3 clusters Score -5731314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (46408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46408 members 
Entering Unmasked Estep 
Score: -8553843.000000 Penalty: 2664.816162
	Iteration 0F: 2 clusters Score -8553843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -8523973.000000 Penalty: 5329.632324
	Iteration 0F: 3 clusters Score -8523973 nChanged 21523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -8535834.000000 Penalty: 5329.632324
	Iteration 1F: 3 clusters Score -8535834 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -8536365.000000 Penalty: 5329.632324
	Iteration 2Q: 3 clusters Score -8536365 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -8536860.000000 Penalty: 5329.632324
	Iteration 3Q: 3 clusters Score -8536860 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -8537283.000000 Penalty: 5329.632324
	Iteration 4Q: 3 clusters Score -8537283 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -8537708.000000 Penalty: 5329.632324
	Iteration 5Q: 3 clusters Score -8537708 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -8538175.000000 Penalty: 5329.632324
	Iteration 6Q: 3 clusters Score -8538175 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -8538713.000000 Penalty: 5329.632324
	Iteration 7Q: 3 clusters Score -8538713 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -8539314.000000 Penalty: 5329.632324
	Iteration 8Q: 3 clusters Score -8539314 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -8540171.000000 Penalty: 5329.632324
	Iteration 9Q: 3 clusters Score -8540171 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -8541124.000000 Penalty: 5329.632324
	Iteration 10Q: 3 clusters Score -8541124 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -8542334.000000 Penalty: 5329.632324
	Iteration 11Q: 3 clusters Score -8542334 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 32444 members 
Entering Unmasked Estep 
Score: -8543803.000000 Penalty: 5329.632324
	Iteration 12F: 3 clusters Score -8543803 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 34245 members 
Entering Unmasked Estep 
Score: -8545379.000000 Penalty: 5329.632324
	Iteration 13Q: 3 clusters Score -8545379 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -8546793.000000 Penalty: 5329.632324
	Iteration 14Q: 3 clusters Score -8546793 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -8547841.000000 Penalty: 5329.632324
	Iteration 15Q: 3 clusters Score -8547841 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 38299 members 
Entering Unmasked Estep 
Score: -8548566.000000 Penalty: 5329.632324
	Iteration 16Q: 3 clusters Score -8548566 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
Score: -8549148.000000 Penalty: 5329.632324
	Iteration 17Q: 3 clusters Score -8549148 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -8549561.000000 Penalty: 5329.632324
	Iteration 18Q: 3 clusters Score -8549561 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 40937 members 
Entering Unmasked Estep 
Score: -8549912.000000 Penalty: 5329.632324
	Iteration 19Q: 3 clusters Score -8549912 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -8550183.000000 Penalty: 5329.632324
	Iteration 20F: 3 clusters Score -8550183 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -8550527.000000 Penalty: 5329.632324
	Iteration 21Q: 3 clusters Score -8550527 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -8550820.000000 Penalty: 5329.632324
	Iteration 22Q: 3 clusters Score -8550820 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 43586 members 
Entering Unmasked Estep 
Score: -8551026.000000 Penalty: 5329.632324
	Iteration 23Q: 3 clusters Score -8551026 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 44090 members 
Entering Unmasked Estep 
Score: -8551201.000000 Penalty: 5329.632324
	Iteration 24Q: 3 clusters Score -8551201 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -8551373.000000 Penalty: 5329.632324
	Iteration 25Q: 3 clusters Score -8551373 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 44901 members 
Entering Unmasked Estep 
Score: -8551465.000000 Penalty: 5329.632324
	Iteration 26Q: 3 clusters Score -8551465 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 45178 members 
Entering Unmasked Estep 
Score: -8551532.000000 Penalty: 5329.632324
	Iteration 27Q: 3 clusters Score -8551532 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -8551621.000000 Penalty: 5329.632324
	Iteration 28Q: 3 clusters Score -8551621 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 45537 members 
Entering Unmasked Estep 
Score: -8551648.000000 Penalty: 5329.632324
	Iteration 29Q: 3 clusters Score -8551648 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 45644 members 
Entering Unmasked Estep 
Score: -8551668.000000 Penalty: 5329.632324
	Iteration 30Q: 3 clusters Score -8551668 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 45711 members 
Entering Unmasked Estep 
Score: -8551697.000000 Penalty: 5329.632324
	Iteration 31Q: 3 clusters Score -8551697 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 45765 members 
Entering Unmasked Estep 
Score: -8551723.000000 Penalty: 5329.632324
	Iteration 32Q: 3 clusters Score -8551723 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 45805 members 
Entering Unmasked Estep 
Score: -8551728.000000 Penalty: 5329.632324
	Iteration 33Q: 3 clusters Score -8551728 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 45831 members 
Entering Unmasked Estep 
Score: -8551747.000000 Penalty: 5329.632324
	Iteration 34Q: 3 clusters Score -8551747 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 45856 members 
Entering Unmasked Estep 
Score: -8551752.000000 Penalty: 5329.632324
	Iteration 35Q: 3 clusters Score -8551752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 45874 members 
Entering Unmasked Estep 
Score: -8551765.000000 Penalty: 5329.632324
	Iteration 36Q: 3 clusters Score -8551765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 45888 members 
Entering Unmasked Estep 
Score: -8551758.000000 Penalty: 5329.632324
	Iteration 37Q: 3 clusters Score -8551758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 45897 members 
Entering Unmasked Estep 
Score: -8551766.000000 Penalty: 5329.632324
	Iteration 38Q: 3 clusters Score -8551766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 45904 members 
Entering Unmasked Estep 
Score: -8551763.000000 Penalty: 5329.632324
	Iteration 39Q: 3 clusters Score -8551763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -8551774.000000 Penalty: 5329.632324
	Iteration 40F: 3 clusters Score -8551774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 45919 members 
Entering Unmasked Estep 
Score: -8551776.000000 Penalty: 5329.632324
	Iteration 41Q: 3 clusters Score -8551776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 45926 members 
Entering Unmasked Estep 
Score: -8551778.000000 Penalty: 5329.632324
	Iteration 42Q: 3 clusters Score -8551778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -8551773.000000 Penalty: 5329.632324
	Iteration 43Q: 3 clusters Score -8551773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 45936 members 
Entering Unmasked Estep 
Score: -8551775.000000 Penalty: 5329.632324
	Iteration 44Q: 3 clusters Score -8551775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
Score: -8551771.000000 Penalty: 5329.632324
	Iteration 45Q: 3 clusters Score -8551771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
Score: -8551777.000000 Penalty: 5329.632324
	Iteration 46Q: 3 clusters Score -8551777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 45946 members 
Entering Unmasked Estep 
Score: -8551778.000000 Penalty: 5329.632324
	Iteration 47Q: 3 clusters Score -8551778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 45948 members 
Entering Unmasked Estep 
Score: -8551769.000000 Penalty: 5329.632324
	Iteration 48Q: 3 clusters Score -8551769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 45950 members 
Entering Unmasked Estep 
Score: -8551768.000000 Penalty: 5329.632324
	Iteration 49Q: 3 clusters Score -8551768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 45950 members 
Entering Unmasked Estep 
Score: -8551768.000000 Penalty: 5329.632324
	Iteration 50F: 3 clusters Score -8551768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (46163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46163 members 
Entering Unmasked Estep 
Score: -8499711.000000 Penalty: 2663.503662
	Iteration 0F: 2 clusters Score -8499711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -8470260.000000 Penalty: 5327.007324
	Iteration 0F: 3 clusters Score -8470260 nChanged 21255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -8481969.000000 Penalty: 5327.007324
	Iteration 1F: 3 clusters Score -8481969 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -8482617.000000 Penalty: 5327.007324
	Iteration 2Q: 3 clusters Score -8482617 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -8483174.000000 Penalty: 5327.007324
	Iteration 3Q: 3 clusters Score -8483174 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -8483778.000000 Penalty: 5327.007324
	Iteration 4Q: 3 clusters Score -8483778 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21628 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -8484546.000000 Penalty: 5327.007324
	Iteration 5Q: 3 clusters Score -8484546 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -8485653.000000 Penalty: 5327.007324
	Iteration 6Q: 3 clusters Score -8485653 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -8487130.000000 Penalty: 5327.007324
	Iteration 7F: 3 clusters Score -8487130 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -8489020.000000 Penalty: 5327.007324
	Iteration 8F: 3 clusters Score -8489020 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -8490790.000000 Penalty: 5327.007324
	Iteration 9F: 3 clusters Score -8490790 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -8491976.000000 Penalty: 5327.007324
	Iteration 10Q: 3 clusters Score -8491976 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -8492770.000000 Penalty: 5327.007324
	Iteration 11Q: 3 clusters Score -8492770 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -8493403.000000 Penalty: 5327.007324
	Iteration 12Q: 3 clusters Score -8493403 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -8493972.000000 Penalty: 5327.007324
	Iteration 13Q: 3 clusters Score -8493972 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 32335 members 
Entering Unmasked Estep 
Score: -8494549.000000 Penalty: 5327.007324
	Iteration 14Q: 3 clusters Score -8494549 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 33042 members 
Entering Unmasked Estep 
Score: -8495180.000000 Penalty: 5327.007324
	Iteration 15Q: 3 clusters Score -8495180 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
Score: -8495674.000000 Penalty: 5327.007324
	Iteration 16Q: 3 clusters Score -8495674 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -8496158.000000 Penalty: 5327.007324
	Iteration 17Q: 3 clusters Score -8496158 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -8496572.000000 Penalty: 5327.007324
	Iteration 18Q: 3 clusters Score -8496572 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -8496891.000000 Penalty: 5327.007324
	Iteration 19Q: 3 clusters Score -8496891 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -8497139.000000 Penalty: 5327.007324
	Iteration 20F: 3 clusters Score -8497139 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -8497373.000000 Penalty: 5327.007324
	Iteration 21Q: 3 clusters Score -8497373 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -8497511.000000 Penalty: 5327.007324
	Iteration 22Q: 3 clusters Score -8497511 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -8497642.000000 Penalty: 5327.007324
	Iteration 23Q: 3 clusters Score -8497642 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -8497735.000000 Penalty: 5327.007324
	Iteration 24Q: 3 clusters Score -8497735 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 36690 members 
Entering Unmasked Estep 
Score: -8497785.000000 Penalty: 5327.007324
	Iteration 25Q: 3 clusters Score -8497785 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 36940 members 
Entering Unmasked Estep 
Score: -8497833.000000 Penalty: 5327.007324
	Iteration 26Q: 3 clusters Score -8497833 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -8497868.000000 Penalty: 5327.007324
	Iteration 27Q: 3 clusters Score -8497868 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -8497871.000000 Penalty: 5327.007324
	Iteration 28Q: 3 clusters Score -8497871 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -8497865.000000 Penalty: 5327.007324
	Iteration 29Q: 3 clusters Score -8497865 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -8497864.000000 Penalty: 5327.007324
	Iteration 30Q: 3 clusters Score -8497864 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 37677 members 
Entering Unmasked Estep 
Score: -8497876.000000 Penalty: 5327.007324
	Iteration 31Q: 3 clusters Score -8497876 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -8497867.000000 Penalty: 5327.007324
	Iteration 32Q: 3 clusters Score -8497867 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 37859 members 
Entering Unmasked Estep 
Score: -8497875.000000 Penalty: 5327.007324
	Iteration 33Q: 3 clusters Score -8497875 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -8497878.000000 Penalty: 5327.007324
	Iteration 34Q: 3 clusters Score -8497878 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -8497885.000000 Penalty: 5327.007324
	Iteration 35Q: 3 clusters Score -8497885 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 38047 members 
Entering Unmasked Estep 
Score: -8497895.000000 Penalty: 5327.007324
	Iteration 36Q: 3 clusters Score -8497895 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -8497901.000000 Penalty: 5327.007324
	Iteration 37Q: 3 clusters Score -8497901 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 38153 members 
Entering Unmasked Estep 
Score: -8497906.000000 Penalty: 5327.007324
	Iteration 38Q: 3 clusters Score -8497906 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 38183 members 
Entering Unmasked Estep 
Score: -8497913.000000 Penalty: 5327.007324
	Iteration 39Q: 3 clusters Score -8497913 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 38225 members 
Entering Unmasked Estep 
Score: -8497918.000000 Penalty: 5327.007324
	Iteration 40F: 3 clusters Score -8497918 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -8497906.000000 Penalty: 5327.007324
	Iteration 41Q: 3 clusters Score -8497906 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -8497910.000000 Penalty: 5327.007324
	Iteration 42Q: 3 clusters Score -8497910 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -8497908.000000 Penalty: 5327.007324
	Iteration 43Q: 3 clusters Score -8497908 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -8497911.000000 Penalty: 5327.007324
	Iteration 44Q: 3 clusters Score -8497911 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 38494 members 
Entering Unmasked Estep 
Score: -8497906.000000 Penalty: 5327.007324
	Iteration 45Q: 3 clusters Score -8497906 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
Score: -8497874.000000 Penalty: 5327.007324
	Iteration 46Q: 3 clusters Score -8497874 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 38672 members 
Entering Unmasked Estep 
Score: -8497871.000000 Penalty: 5327.007324
	Iteration 47Q: 3 clusters Score -8497871 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -8497886.000000 Penalty: 5327.007324
	Iteration 48Q: 3 clusters Score -8497886 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -8497880.000000 Penalty: 5327.007324
	Iteration 49Q: 3 clusters Score -8497880 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -8497887.000000 Penalty: 5327.007324
	Iteration 50Q: 3 clusters Score -8497887 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 39019 members 
Entering Unmasked Estep 
Score: -8497884.000000 Penalty: 5327.007324
	Iteration 51Q: 3 clusters Score -8497884 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 39084 members 
Entering Unmasked Estep 
Score: -8497893.000000 Penalty: 5327.007324
	Iteration 52Q: 3 clusters Score -8497893 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -8497890.000000 Penalty: 5327.007324
	Iteration 53Q: 3 clusters Score -8497890 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -8497882.000000 Penalty: 5327.007324
	Iteration 54Q: 3 clusters Score -8497882 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 39237 members 
Entering Unmasked Estep 
Score: -8497869.000000 Penalty: 5327.007324
	Iteration 55Q: 3 clusters Score -8497869 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -8497867.000000 Penalty: 5327.007324
	Iteration 56Q: 3 clusters Score -8497867 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 39304 members 
Entering Unmasked Estep 
Score: -8497871.000000 Penalty: 5327.007324
	Iteration 57Q: 3 clusters Score -8497871 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 39333 members 
Entering Unmasked Estep 
Score: -8497863.000000 Penalty: 5327.007324
	Iteration 58Q: 3 clusters Score -8497863 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -8497866.000000 Penalty: 5327.007324
	Iteration 59Q: 3 clusters Score -8497866 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -8497877.000000 Penalty: 5327.007324
	Iteration 60F: 3 clusters Score -8497877 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 39431 members 
Entering Unmasked Estep 
Score: -8497867.000000 Penalty: 5327.007324
	Iteration 61Q: 3 clusters Score -8497867 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -8497869.000000 Penalty: 5327.007324
	Iteration 62Q: 3 clusters Score -8497869 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -8497868.000000 Penalty: 5327.007324
	Iteration 63Q: 3 clusters Score -8497868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 39466 members 
Entering Unmasked Estep 
Score: -8497872.000000 Penalty: 5327.007324
	Iteration 64Q: 3 clusters Score -8497872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -8497857.000000 Penalty: 5327.007324
	Iteration 65Q: 3 clusters Score -8497857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -8497859.000000 Penalty: 5327.007324
	Iteration 66Q: 3 clusters Score -8497859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -8497849.000000 Penalty: 5327.007324
	Iteration 67Q: 3 clusters Score -8497849 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 39487 members 
Entering Unmasked Estep 
Score: -8497856.000000 Penalty: 5327.007324
	Iteration 68Q: 3 clusters Score -8497856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -8497857.000000 Penalty: 5327.007324
	Iteration 69Q: 3 clusters Score -8497857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
Score: -8497858.000000 Penalty: 5327.007324
	Iteration 70Q: 3 clusters Score -8497858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 39504 members 
Entering Unmasked Estep 
Score: -8497858.000000 Penalty: 5327.007324
	Iteration 71Q: 3 clusters Score -8497858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -8497852.000000 Penalty: 5327.007324
	Iteration 72Q: 3 clusters Score -8497852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 39515 members 
Entering Unmasked Estep 
Score: -8497852.000000 Penalty: 5327.007324
	Iteration 73Q: 3 clusters Score -8497852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 39522 members 
Entering Unmasked Estep 
Score: -8497868.000000 Penalty: 5327.007324
	Iteration 74Q: 3 clusters Score -8497868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
Score: -8497860.000000 Penalty: 5327.007324
	Iteration 75Q: 3 clusters Score -8497860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -8497862.000000 Penalty: 5327.007324
	Iteration 76Q: 3 clusters Score -8497862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -8497879.000000 Penalty: 5327.007324
	Iteration 77Q: 3 clusters Score -8497879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -8497885.000000 Penalty: 5327.007324
	Iteration 78Q: 3 clusters Score -8497885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 39560 members 
Entering Unmasked Estep 
Score: -8497881.000000 Penalty: 5327.007324
	Iteration 79Q: 3 clusters Score -8497881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -8497885.000000 Penalty: 5327.007324
	Iteration 80F: 3 clusters Score -8497885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -8497877.000000 Penalty: 5327.007324
	Iteration 81Q: 3 clusters Score -8497877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 39588 members 
Entering Unmasked Estep 
Score: -8497865.000000 Penalty: 5327.007324
	Iteration 82Q: 3 clusters Score -8497865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -8497858.000000 Penalty: 5327.007324
	Iteration 83Q: 3 clusters Score -8497858 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
Score: -8497862.000000 Penalty: 5327.007324
	Iteration 84Q: 3 clusters Score -8497862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -8497858.000000 Penalty: 5327.007324
	Iteration 85Q: 3 clusters Score -8497858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 39627 members 
Entering Unmasked Estep 
Score: -8497857.000000 Penalty: 5327.007324
	Iteration 86Q: 3 clusters Score -8497857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 39631 members 
Entering Unmasked Estep 
Score: -8497857.000000 Penalty: 5327.007324
	Iteration 87Q: 3 clusters Score -8497857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -8497855.000000 Penalty: 5327.007324
	Iteration 88Q: 3 clusters Score -8497855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
Score: -8497851.000000 Penalty: 5327.007324
	Iteration 89Q: 3 clusters Score -8497851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 39643 members 
Entering Unmasked Estep 
Score: -8497850.000000 Penalty: 5327.007324
	Iteration 90Q: 3 clusters Score -8497850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -8497844.000000 Penalty: 5327.007324
	Iteration 91Q: 3 clusters Score -8497844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 39650 members 
Entering Unmasked Estep 
Score: -8497844.000000 Penalty: 5327.007324
	Iteration 92Q: 3 clusters Score -8497844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 39655 members 
Entering Unmasked Estep 
Score: -8497831.000000 Penalty: 5327.007324
	Iteration 93Q: 3 clusters Score -8497831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 39656 members 
Entering Unmasked Estep 
Score: -8497833.000000 Penalty: 5327.007324
	Iteration 94Q: 3 clusters Score -8497833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -8497834.000000 Penalty: 5327.007324
	Iteration 95Q: 3 clusters Score -8497834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -8497834.000000 Penalty: 5327.007324
	Iteration 96F: 3 clusters Score -8497834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (48386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48386 members 
Entering Unmasked Estep 
Score: -8890410.000000 Penalty: 2675.167480
	Iteration 0F: 2 clusters Score -8890410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -8859661.000000 Penalty: 5350.334961
	Iteration 0F: 3 clusters Score -8859661 nChanged 22458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23563 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -8872085.000000 Penalty: 5350.334961
	Iteration 1F: 3 clusters Score -8872085 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 25209 members 
Entering Unmasked Estep 
Score: -8872721.000000 Penalty: 5350.334961
	Iteration 2Q: 3 clusters Score -8872721 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -8873232.000000 Penalty: 5350.334961
	Iteration 3Q: 3 clusters Score -8873232 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 26486 members 
Entering Unmasked Estep 
Score: -8873759.000000 Penalty: 5350.334961
	Iteration 4Q: 3 clusters Score -8873759 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -8874366.000000 Penalty: 5350.334961
	Iteration 5Q: 3 clusters Score -8874366 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -8875121.000000 Penalty: 5350.334961
	Iteration 6Q: 3 clusters Score -8875121 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -8876193.000000 Penalty: 5350.334961
	Iteration 7Q: 3 clusters Score -8876193 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -8877787.000000 Penalty: 5350.334961
	Iteration 8F: 3 clusters Score -8877787 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -8879810.000000 Penalty: 5350.334961
	Iteration 9F: 3 clusters Score -8879810 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -8882117.000000 Penalty: 5350.334961
	Iteration 10F: 3 clusters Score -8882117 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 41743 members 
Entering Unmasked Estep 
Score: -8884306.000000 Penalty: 5350.334961
	Iteration 11F: 3 clusters Score -8884306 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 43880 members 
Entering Unmasked Estep 
Score: -8885703.000000 Penalty: 5350.334961
	Iteration 12Q: 3 clusters Score -8885703 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 45407 members 
Entering Unmasked Estep 
Score: -8886562.000000 Penalty: 5350.334961
	Iteration 13Q: 3 clusters Score -8886562 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
Score: -8887105.000000 Penalty: 5350.334961
	Iteration 14Q: 3 clusters Score -8887105 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 47009 members 
Entering Unmasked Estep 
Score: -8887464.000000 Penalty: 5350.334961
	Iteration 15Q: 3 clusters Score -8887464 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 47355 members 
Entering Unmasked Estep 
Score: -8887691.000000 Penalty: 5350.334961
	Iteration 16Q: 3 clusters Score -8887691 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 47554 members 
Entering Unmasked Estep 
Score: -8887831.000000 Penalty: 5350.334961
	Iteration 17Q: 3 clusters Score -8887831 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 47683 members 
Entering Unmasked Estep 
Score: -8887932.000000 Penalty: 5350.334961
	Iteration 18Q: 3 clusters Score -8887932 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 47766 members 
Entering Unmasked Estep 
Score: -8888004.000000 Penalty: 5350.334961
	Iteration 19Q: 3 clusters Score -8888004 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 47819 members 
Entering Unmasked Estep 
Score: -8888024.000000 Penalty: 5350.334961
	Iteration 20F: 3 clusters Score -8888024 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 47848 members 
Entering Unmasked Estep 
Score: -8888044.000000 Penalty: 5350.334961
	Iteration 21Q: 3 clusters Score -8888044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 47876 members 
Entering Unmasked Estep 
Score: -8888070.000000 Penalty: 5350.334961
	Iteration 22Q: 3 clusters Score -8888070 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 47891 members 
Entering Unmasked Estep 
Score: -8888093.000000 Penalty: 5350.334961
	Iteration 23Q: 3 clusters Score -8888093 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 47909 members 
Entering Unmasked Estep 
Score: -8888105.000000 Penalty: 5350.334961
	Iteration 24Q: 3 clusters Score -8888105 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 47925 members 
Entering Unmasked Estep 
Score: -8888116.000000 Penalty: 5350.334961
	Iteration 25Q: 3 clusters Score -8888116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 47938 members 
Entering Unmasked Estep 
Score: -8888123.000000 Penalty: 5350.334961
	Iteration 26Q: 3 clusters Score -8888123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 47946 members 
Entering Unmasked Estep 
Score: -8888123.000000 Penalty: 5350.334961
	Iteration 27Q: 3 clusters Score -8888123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 47953 members 
Entering Unmasked Estep 
Score: -8888125.000000 Penalty: 5350.334961
	Iteration 28Q: 3 clusters Score -8888125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 47961 members 
Entering Unmasked Estep 
Score: -8888126.000000 Penalty: 5350.334961
	Iteration 29Q: 3 clusters Score -8888126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 47967 members 
Entering Unmasked Estep 
Score: -8888134.000000 Penalty: 5350.334961
	Iteration 30Q: 3 clusters Score -8888134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 47974 members 
Entering Unmasked Estep 
Score: -8888140.000000 Penalty: 5350.334961
	Iteration 31Q: 3 clusters Score -8888140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 47978 members 
Entering Unmasked Estep 
Score: -8888156.000000 Penalty: 5350.334961
	Iteration 32Q: 3 clusters Score -8888156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 47981 members 
Entering Unmasked Estep 
Score: -8888170.000000 Penalty: 5350.334961
	Iteration 33Q: 3 clusters Score -8888170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 47985 members 
Entering Unmasked Estep 
Score: -8888183.000000 Penalty: 5350.334961
	Iteration 34Q: 3 clusters Score -8888183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 47988 members 
Entering Unmasked Estep 
Score: -8888177.000000 Penalty: 5350.334961
	Iteration 35Q: 3 clusters Score -8888177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 47989 members 
Entering Unmasked Estep 
Score: -8888189.000000 Penalty: 5350.334961
	Iteration 36Q: 3 clusters Score -8888189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 47990 members 
Entering Unmasked Estep 
Score: -8888195.000000 Penalty: 5350.334961
	Iteration 37Q: 3 clusters Score -8888195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 47989 members 
Entering Unmasked Estep 
Score: -8888196.000000 Penalty: 5350.334961
	Iteration 38Q: 3 clusters Score -8888196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 47988 members 
Entering Unmasked Estep 
Score: -8888193.000000 Penalty: 5350.334961
	Iteration 39Q: 3 clusters Score -8888193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 47988 members 
Entering Unmasked Estep 
Score: -8888193.000000 Penalty: 5350.334961
	Iteration 40F: 3 clusters Score -8888193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (45842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45842 members 
Entering Unmasked Estep 
Score: -8401422.000000 Penalty: 2661.772949
	Iteration 0F: 2 clusters Score -8401422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -8371593.500000 Penalty: 5323.545898
	Iteration 0F: 3 clusters Score -8371594 nChanged 21210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -8383365.500000 Penalty: 5323.545898
	Iteration 1F: 3 clusters Score -8383366 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -8383887.000000 Penalty: 5323.545898
	Iteration 2Q: 3 clusters Score -8383887 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -8384407.000000 Penalty: 5323.545898
	Iteration 3Q: 3 clusters Score -8384407 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -8385037.000000 Penalty: 5323.545898
	Iteration 4Q: 3 clusters Score -8385037 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -8385827.000000 Penalty: 5323.545898
	Iteration 5Q: 3 clusters Score -8385827 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -8386894.500000 Penalty: 5323.545898
	Iteration 6Q: 3 clusters Score -8386894 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -8388522.500000 Penalty: 5323.545898
	Iteration 7F: 3 clusters Score -8388522 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -8390559.000000 Penalty: 5323.545898
	Iteration 8F: 3 clusters Score -8390559 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -8392688.000000 Penalty: 5323.545898
	Iteration 9F: 3 clusters Score -8392688 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36085 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -8394695.000000 Penalty: 5323.545898
	Iteration 10F: 3 clusters Score -8394695 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37367 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -8396044.000000 Penalty: 5323.545898
	Iteration 11Q: 3 clusters Score -8396044 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -8396933.000000 Penalty: 5323.545898
	Iteration 12Q: 3 clusters Score -8396933 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38847 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -8397543.000000 Penalty: 5323.545898
	Iteration 13Q: 3 clusters Score -8397543 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -8397900.000000 Penalty: 5323.545898
	Iteration 14Q: 3 clusters Score -8397900 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -8398106.000000 Penalty: 5323.545898
	Iteration 15Q: 3 clusters Score -8398106 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -8398264.000000 Penalty: 5323.545898
	Iteration 16Q: 3 clusters Score -8398264 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -8398365.000000 Penalty: 5323.545898
	Iteration 17Q: 3 clusters Score -8398365 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -8398474.000000 Penalty: 5323.545898
	Iteration 18Q: 3 clusters Score -8398474 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40855 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -8398555.000000 Penalty: 5323.545898
	Iteration 19Q: 3 clusters Score -8398555 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41036 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -8398584.000000 Penalty: 5323.545898
	Iteration 20F: 3 clusters Score -8398584 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -8398605.000000 Penalty: 5323.545898
	Iteration 21Q: 3 clusters Score -8398605 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -8398681.000000 Penalty: 5323.545898
	Iteration 22Q: 3 clusters Score -8398681 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -8398680.000000 Penalty: 5323.545898
	Iteration 23Q: 3 clusters Score -8398680 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -8398680.000000 Penalty: 5323.545898
	Iteration 24Q: 3 clusters Score -8398680 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41719 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -8398714.000000 Penalty: 5323.545898
	Iteration 25Q: 3 clusters Score -8398714 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -8398742.000000 Penalty: 5323.545898
	Iteration 26Q: 3 clusters Score -8398742 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -8398774.000000 Penalty: 5323.545898
	Iteration 27Q: 3 clusters Score -8398774 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -8398817.000000 Penalty: 5323.545898
	Iteration 28Q: 3 clusters Score -8398817 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42228 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -8398845.000000 Penalty: 5323.545898
	Iteration 29Q: 3 clusters Score -8398845 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -8398849.000000 Penalty: 5323.545898
	Iteration 30Q: 3 clusters Score -8398849 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -8398885.000000 Penalty: 5323.545898
	Iteration 31Q: 3 clusters Score -8398885 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -8398910.000000 Penalty: 5323.545898
	Iteration 32Q: 3 clusters Score -8398910 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42716 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -8398917.000000 Penalty: 5323.545898
	Iteration 33Q: 3 clusters Score -8398917 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42829 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -8398959.000000 Penalty: 5323.545898
	Iteration 34Q: 3 clusters Score -8398959 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -8398968.000000 Penalty: 5323.545898
	Iteration 35Q: 3 clusters Score -8398968 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43041 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -8398991.000000 Penalty: 5323.545898
	Iteration 36Q: 3 clusters Score -8398991 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -8399012.000000 Penalty: 5323.545898
	Iteration 37Q: 3 clusters Score -8399012 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -8399030.000000 Penalty: 5323.545898
	Iteration 38Q: 3 clusters Score -8399030 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -8399073.000000 Penalty: 5323.545898
	Iteration 39Q: 3 clusters Score -8399073 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -8399099.000000 Penalty: 5323.545898
	Iteration 40F: 3 clusters Score -8399099 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43486 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -8399098.000000 Penalty: 5323.545898
	Iteration 41Q: 3 clusters Score -8399098 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -8399114.000000 Penalty: 5323.545898
	Iteration 42Q: 3 clusters Score -8399114 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -8399136.000000 Penalty: 5323.545898
	Iteration 43Q: 3 clusters Score -8399136 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43690 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -8399126.000000 Penalty: 5323.545898
	Iteration 44Q: 3 clusters Score -8399126 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43752 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -8399119.000000 Penalty: 5323.545898
	Iteration 45Q: 3 clusters Score -8399119 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -8399126.000000 Penalty: 5323.545898
	Iteration 46Q: 3 clusters Score -8399126 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43867 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -8399117.000000 Penalty: 5323.545898
	Iteration 47Q: 3 clusters Score -8399117 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -8399140.000000 Penalty: 5323.545898
	Iteration 48Q: 3 clusters Score -8399140 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -8399151.000000 Penalty: 5323.545898
	Iteration 49Q: 3 clusters Score -8399151 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -8399151.000000 Penalty: 5323.545898
	Iteration 50Q: 3 clusters Score -8399151 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -8399145.000000 Penalty: 5323.545898
	Iteration 51Q: 3 clusters Score -8399145 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44099 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -8399166.000000 Penalty: 5323.545898
	Iteration 52Q: 3 clusters Score -8399166 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44134 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -8399174.000000 Penalty: 5323.545898
	Iteration 53Q: 3 clusters Score -8399174 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -8399207.000000 Penalty: 5323.545898
	Iteration 54Q: 3 clusters Score -8399207 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44213 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -8399219.000000 Penalty: 5323.545898
	Iteration 55Q: 3 clusters Score -8399219 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44253 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -8399205.000000 Penalty: 5323.545898
	Iteration 56Q: 3 clusters Score -8399205 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -8399220.000000 Penalty: 5323.545898
	Iteration 57Q: 3 clusters Score -8399220 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44317 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -8399234.000000 Penalty: 5323.545898
	Iteration 58Q: 3 clusters Score -8399234 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44342 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -8399237.000000 Penalty: 5323.545898
	Iteration 59Q: 3 clusters Score -8399237 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -8399245.000000 Penalty: 5323.545898
	Iteration 60F: 3 clusters Score -8399245 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -8399236.000000 Penalty: 5323.545898
	Iteration 61Q: 3 clusters Score -8399236 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44416 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -8399244.000000 Penalty: 5323.545898
	Iteration 62Q: 3 clusters Score -8399244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44442 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -8399249.000000 Penalty: 5323.545898
	Iteration 63Q: 3 clusters Score -8399249 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -8399242.000000 Penalty: 5323.545898
	Iteration 64Q: 3 clusters Score -8399242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44494 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -8399243.000000 Penalty: 5323.545898
	Iteration 65Q: 3 clusters Score -8399243 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -8399255.000000 Penalty: 5323.545898
	Iteration 66Q: 3 clusters Score -8399255 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44547 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -8399251.000000 Penalty: 5323.545898
	Iteration 67Q: 3 clusters Score -8399251 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -8399266.000000 Penalty: 5323.545898
	Iteration 68Q: 3 clusters Score -8399266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -8399248.000000 Penalty: 5323.545898
	Iteration 69Q: 3 clusters Score -8399248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -8399256.000000 Penalty: 5323.545898
	Iteration 70Q: 3 clusters Score -8399256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44620 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -8399276.000000 Penalty: 5323.545898
	Iteration 71Q: 3 clusters Score -8399276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44625 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -8399274.000000 Penalty: 5323.545898
	Iteration 72Q: 3 clusters Score -8399274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44634 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -8399280.000000 Penalty: 5323.545898
	Iteration 73Q: 3 clusters Score -8399280 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44645 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -8399286.000000 Penalty: 5323.545898
	Iteration 74Q: 3 clusters Score -8399286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44660 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -8399290.000000 Penalty: 5323.545898
	Iteration 75Q: 3 clusters Score -8399290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44678 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -8399289.000000 Penalty: 5323.545898
	Iteration 76Q: 3 clusters Score -8399289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -8399303.000000 Penalty: 5323.545898
	Iteration 77Q: 3 clusters Score -8399303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -8399305.000000 Penalty: 5323.545898
	Iteration 78Q: 3 clusters Score -8399305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44725 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -8399301.000000 Penalty: 5323.545898
	Iteration 79Q: 3 clusters Score -8399301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -8399308.000000 Penalty: 5323.545898
	Iteration 80F: 3 clusters Score -8399308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44748 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -8399313.000000 Penalty: 5323.545898
	Iteration 81Q: 3 clusters Score -8399313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -8399326.000000 Penalty: 5323.545898
	Iteration 82Q: 3 clusters Score -8399326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44776 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -8399321.000000 Penalty: 5323.545898
	Iteration 83Q: 3 clusters Score -8399321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44786 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -8399333.000000 Penalty: 5323.545898
	Iteration 84Q: 3 clusters Score -8399333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -8399323.000000 Penalty: 5323.545898
	Iteration 85Q: 3 clusters Score -8399323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44796 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -8399328.000000 Penalty: 5323.545898
	Iteration 86Q: 3 clusters Score -8399328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -8399320.000000 Penalty: 5323.545898
	Iteration 87Q: 3 clusters Score -8399320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -8399317.000000 Penalty: 5323.545898
	Iteration 88Q: 3 clusters Score -8399317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -8399317.000000 Penalty: 5323.545898
	Iteration 89F: 3 clusters Score -8399317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (44341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44341 members 
Entering Unmasked Estep 
Score: -8077099.500000 Penalty: 2653.516846
	Iteration 0F: 2 clusters Score -8077100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -8047709.000000 Penalty: 5307.033691
	Iteration 0F: 3 clusters Score -8047709 nChanged 20371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -8059915.500000 Penalty: 5307.033691
	Iteration 1F: 3 clusters Score -8059916 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -8062463.500000 Penalty: 5307.033691
	Iteration 2F: 3 clusters Score -8062464 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -8065976.000000 Penalty: 5307.033691
	Iteration 3F: 3 clusters Score -8065976 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -8070107.000000 Penalty: 5307.033691
	Iteration 4F: 3 clusters Score -8070107 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -8073938.000000 Penalty: 5307.033691
	Iteration 5F: 3 clusters Score -8073938 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -8076307.500000 Penalty: 5307.033691
	Iteration 6F: 3 clusters Score -8076308 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -8077180.500000 Penalty: 5307.033691
	Iteration 7Q: 3 clusters Score -8077180 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 33728 members 
Entering Unmasked Estep 
Score: -8077523.500000 Penalty: 5307.033691
	Iteration 8Q: 3 clusters Score -8077524 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -8077642.000000 Penalty: 5307.033691
	Iteration 9Q: 3 clusters Score -8077642 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 33972 members 
Entering Unmasked Estep 
Score: -8077728.000000 Penalty: 5307.033691
	Iteration 10Q: 3 clusters Score -8077728 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 34038 members 
Entering Unmasked Estep 
Score: -8077774.500000 Penalty: 5307.033691
	Iteration 11Q: 3 clusters Score -8077774 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -8077794.500000 Penalty: 5307.033691
	Iteration 12Q: 3 clusters Score -8077794 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -8077808.000000 Penalty: 5307.033691
	Iteration 13Q: 3 clusters Score -8077808 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
Score: -8077834.000000 Penalty: 5307.033691
	Iteration 14Q: 3 clusters Score -8077834 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 34250 members 
Entering Unmasked Estep 
Score: -8077861.500000 Penalty: 5307.033691
	Iteration 15Q: 3 clusters Score -8077862 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -8077873.000000 Penalty: 5307.033691
	Iteration 16Q: 3 clusters Score -8077873 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 34323 members 
Entering Unmasked Estep 
Score: -8077857.000000 Penalty: 5307.033691
	Iteration 17Q: 3 clusters Score -8077857 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -8077862.000000 Penalty: 5307.033691
	Iteration 18Q: 3 clusters Score -8077862 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -8077863.500000 Penalty: 5307.033691
	Iteration 19Q: 3 clusters Score -8077864 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 34419 members 
Entering Unmasked Estep 
Score: -8077870.000000 Penalty: 5307.033691
	Iteration 20F: 3 clusters Score -8077870 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -8077878.500000 Penalty: 5307.033691
	Iteration 21Q: 3 clusters Score -8077878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
Score: -8077866.000000 Penalty: 5307.033691
	Iteration 22Q: 3 clusters Score -8077866 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 34502 members 
Entering Unmasked Estep 
Score: -8077875.000000 Penalty: 5307.033691
	Iteration 23Q: 3 clusters Score -8077875 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -8077891.500000 Penalty: 5307.033691
	Iteration 24Q: 3 clusters Score -8077892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -8077888.500000 Penalty: 5307.033691
	Iteration 25Q: 3 clusters Score -8077888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -8077891.500000 Penalty: 5307.033691
	Iteration 26Q: 3 clusters Score -8077892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -8077888.500000 Penalty: 5307.033691
	Iteration 27Q: 3 clusters Score -8077888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 34571 members 
Entering Unmasked Estep 
Score: -8077881.500000 Penalty: 5307.033691
	Iteration 28Q: 3 clusters Score -8077882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -8077879.500000 Penalty: 5307.033691
	Iteration 29Q: 3 clusters Score -8077880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -8077881.000000 Penalty: 5307.033691
	Iteration 30Q: 3 clusters Score -8077881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -8077889.000000 Penalty: 5307.033691
	Iteration 31Q: 3 clusters Score -8077889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -8077887.500000 Penalty: 5307.033691
	Iteration 32Q: 3 clusters Score -8077888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 34595 members 
Entering Unmasked Estep 
Score: -8077898.000000 Penalty: 5307.033691
	Iteration 33Q: 3 clusters Score -8077898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 34601 members 
Entering Unmasked Estep 
Score: -8077896.500000 Penalty: 5307.033691
	Iteration 34Q: 3 clusters Score -8077896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -8077895.000000 Penalty: 5307.033691
	Iteration 35Q: 3 clusters Score -8077895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -8077897.000000 Penalty: 5307.033691
	Iteration 36Q: 3 clusters Score -8077897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -8077897.000000 Penalty: 5307.033691
	Iteration 37F: 3 clusters Score -8077897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 1886 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44665 members 
Mstep: Class 5 contains 46658 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43900 members 
Mstep: Class 9 contains 46297 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 768 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 41591 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47758 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26120 members 
Mstep: Class 18 contains 31576 members 
Mstep: Class 19 contains 46408 members 
Mstep: Class 20 contains 46163 members 
Mstep: Class 21 contains 48386 members 
Mstep: Class 22 contains 45842 members 
Mstep: Class 23 contains 9736 members 
Mstep: Class 24 contains 11981 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 34605 members 
Entering Unmasked Estep 
Score: -111232976.000000 Penalty: 89284.867188
Splitting cluster 23 changes total score from -111232928.000000 to -111232976.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 24 (11981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Entering Unmasked Estep 
Score: -2189335.750000 Penalty: 2328.987061
	Iteration 0F: 2 clusters Score -2189336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2180365.500000 Penalty: 4657.974121
	Iteration 0F: 3 clusters Score -2180366 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -2183011.250000 Penalty: 4657.974121
	Iteration 1F: 3 clusters Score -2183011 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -2183305.750000 Penalty: 4657.974121
	Iteration 2F: 3 clusters Score -2183306 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -2183556.250000 Penalty: 4657.974121
	Iteration 3Q: 3 clusters Score -2183556 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2183834.000000 Penalty: 4657.974121
	Iteration 4Q: 3 clusters Score -2183834 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -2184206.500000 Penalty: 4657.974121
	Iteration 5Q: 3 clusters Score -2184206 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -2184672.500000 Penalty: 4657.974121
	Iteration 6F: 3 clusters Score -2184672 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2185145.750000 Penalty: 4657.974121
	Iteration 7F: 3 clusters Score -2185146 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -2185625.500000 Penalty: 4657.974121
	Iteration 8F: 3 clusters Score -2185626 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -2186150.750000 Penalty: 4657.974121
	Iteration 9F: 3 clusters Score -2186151 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -2186719.250000 Penalty: 4657.974121
	Iteration 10F: 3 clusters Score -2186719 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -2187239.250000 Penalty: 4657.974121
	Iteration 11F: 3 clusters Score -2187239 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2187616.000000 Penalty: 4657.974121
	Iteration 12Q: 3 clusters Score -2187616 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -2187846.000000 Penalty: 4657.974121
	Iteration 13Q: 3 clusters Score -2187846 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2188006.000000 Penalty: 4657.974121
	Iteration 14Q: 3 clusters Score -2188006 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -2188099.250000 Penalty: 4657.974121
	Iteration 15Q: 3 clusters Score -2188099 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -2188157.250000 Penalty: 4657.974121
	Iteration 16Q: 3 clusters Score -2188157 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2188198.000000 Penalty: 4657.974121
	Iteration 17Q: 3 clusters Score -2188198 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2188221.500000 Penalty: 4657.974121
	Iteration 18Q: 3 clusters Score -2188222 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -2188249.750000 Penalty: 4657.974121
	Iteration 19Q: 3 clusters Score -2188250 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2188264.750000 Penalty: 4657.974121
	Iteration 20F: 3 clusters Score -2188265 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2188284.750000 Penalty: 4657.974121
	Iteration 21Q: 3 clusters Score -2188285 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2188294.750000 Penalty: 4657.974121
	Iteration 22Q: 3 clusters Score -2188295 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -2188294.250000 Penalty: 4657.974121
	Iteration 23Q: 3 clusters Score -2188294 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -2188305.750000 Penalty: 4657.974121
	Iteration 24Q: 3 clusters Score -2188306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2188312.000000 Penalty: 4657.974121
	Iteration 25Q: 3 clusters Score -2188312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2188321.750000 Penalty: 4657.974121
	Iteration 26Q: 3 clusters Score -2188322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2188325.750000 Penalty: 4657.974121
	Iteration 27Q: 3 clusters Score -2188326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2188328.750000 Penalty: 4657.974121
	Iteration 28Q: 3 clusters Score -2188329 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2188340.250000 Penalty: 4657.974121
	Iteration 29Q: 3 clusters Score -2188340 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2188336.750000 Penalty: 4657.974121
	Iteration 30Q: 3 clusters Score -2188337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2188347.750000 Penalty: 4657.974121
	Iteration 31Q: 3 clusters Score -2188348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -2188348.500000 Penalty: 4657.974121
	Iteration 32Q: 3 clusters Score -2188348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2188345.500000 Penalty: 4657.974121
	Iteration 33Q: 3 clusters Score -2188346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2188351.000000 Penalty: 4657.974121
	Iteration 34Q: 3 clusters Score -2188351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2188349.750000 Penalty: 4657.974121
	Iteration 35Q: 3 clusters Score -2188350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2188350.000000 Penalty: 4657.974121
	Iteration 36Q: 3 clusters Score -2188350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2188352.000000 Penalty: 4657.974121
	Iteration 37Q: 3 clusters Score -2188352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2188354.750000 Penalty: 4657.974121
	Iteration 38Q: 3 clusters Score -2188355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -2188358.750000 Penalty: 4657.974121
	Iteration 39Q: 3 clusters Score -2188359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2188359.500000 Penalty: 4657.974121
	Iteration 40F: 3 clusters Score -2188360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2188359.500000 Penalty: 4657.974121
	Iteration 41Q: 3 clusters Score -2188360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2188359.750000 Penalty: 4657.974121
	Iteration 42Q: 3 clusters Score -2188360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2188362.500000 Penalty: 4657.974121
	Iteration 43Q: 3 clusters Score -2188362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2188361.750000 Penalty: 4657.974121
	Iteration 44Q: 3 clusters Score -2188362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2188361.500000 Penalty: 4657.974121
	Iteration 45Q: 3 clusters Score -2188362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -2188361.750000 Penalty: 4657.974121
	Iteration 46Q: 3 clusters Score -2188362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2188363.500000 Penalty: 4657.974121
	Iteration 47Q: 3 clusters Score -2188364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2188362.750000 Penalty: 4657.974121
	Iteration 48Q: 3 clusters Score -2188363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2188360.750000 Penalty: 4657.974121
	Iteration 49Q: 3 clusters Score -2188361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2188362.000000 Penalty: 4657.974121
	Iteration 50Q: 3 clusters Score -2188362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2188366.000000 Penalty: 4657.974121
	Iteration 51Q: 3 clusters Score -2188366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2188371.250000 Penalty: 4657.974121
	Iteration 52Q: 3 clusters Score -2188371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2188372.750000 Penalty: 4657.974121
	Iteration 53Q: 3 clusters Score -2188373 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2188371.500000 Penalty: 4657.974121
	Iteration 54Q: 3 clusters Score -2188372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2188371.250000 Penalty: 4657.974121
	Iteration 55Q: 3 clusters Score -2188371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2188375.750000 Penalty: 4657.974121
	Iteration 56Q: 3 clusters Score -2188376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2188373.750000 Penalty: 4657.974121
	Iteration 57Q: 3 clusters Score -2188374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2188381.250000 Penalty: 4657.974121
	Iteration 58Q: 3 clusters Score -2188381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2188378.250000 Penalty: 4657.974121
	Iteration 59Q: 3 clusters Score -2188378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2188377.500000 Penalty: 4657.974121
	Iteration 60F: 3 clusters Score -2188378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2188377.500000 Penalty: 4657.974121
	Iteration 61Q: 3 clusters Score -2188378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2188379.250000 Penalty: 4657.974121
	Iteration 62Q: 3 clusters Score -2188379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2188381.000000 Penalty: 4657.974121
	Iteration 63Q: 3 clusters Score -2188381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2188383.750000 Penalty: 4657.974121
	Iteration 64Q: 3 clusters Score -2188384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2188383.500000 Penalty: 4657.974121
	Iteration 65Q: 3 clusters Score -2188384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2188385.250000 Penalty: 4657.974121
	Iteration 66Q: 3 clusters Score -2188385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2188386.000000 Penalty: 4657.974121
	Iteration 67Q: 3 clusters Score -2188386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2188385.750000 Penalty: 4657.974121
	Iteration 68Q: 3 clusters Score -2188386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2188385.750000 Penalty: 4657.974121
	Iteration 69F: 3 clusters Score -2188386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -67562.851562 Penalty: 1428.988770
	Iteration 0F: 2 clusters Score -67562.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -66351.476562 Penalty: 2857.977539
	Iteration 0F: 3 clusters Score -66351.48 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -66492.359375 Penalty: 2857.977539
	Iteration 1F: 3 clusters Score -66492.36 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -66572.406250 Penalty: 2857.977539
	Iteration 2F: 3 clusters Score -66572.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -66601.179688 Penalty: 2857.977539
	Iteration 3Q: 3 clusters Score -66601.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -66619.554688 Penalty: 2857.977539
	Iteration 4Q: 3 clusters Score -66619.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -66658.718750 Penalty: 2857.977539
	Iteration 5Q: 3 clusters Score -66658.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -66721.437500 Penalty: 2857.977539
	Iteration 6Q: 3 clusters Score -66721.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -66730.320312 Penalty: 2857.977539
	Iteration 7Q: 3 clusters Score -66730.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -66742.476562 Penalty: 2857.977539
	Iteration 8Q: 3 clusters Score -66742.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -66812.507812 Penalty: 2857.977539
	Iteration 9Q: 3 clusters Score -66812.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -66817.500000 Penalty: 2857.977539
	Iteration 10Q: 3 clusters Score -66817.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -66818.187500 Penalty: 2857.977539
	Iteration 11Q: 3 clusters Score -66818.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -66819.523438 Penalty: 2857.977539
	Iteration 12Q: 3 clusters Score -66819.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -66820.648438 Penalty: 2857.977539
	Iteration 13Q: 3 clusters Score -66820.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -66822.960938 Penalty: 2857.977539
	Iteration 14Q: 3 clusters Score -66822.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -66829.015625 Penalty: 2857.977539
	Iteration 15Q: 3 clusters Score -66829.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -66846.187500 Penalty: 2857.977539
	Iteration 16Q: 3 clusters Score -66846.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -66849.609375 Penalty: 2857.977539
	Iteration 17Q: 3 clusters Score -66849.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -66851.664062 Penalty: 2857.977539
	Iteration 18Q: 3 clusters Score -66851.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -66855.703125 Penalty: 2857.977539
	Iteration 19Q: 3 clusters Score -66855.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -66859.273438 Penalty: 2857.977539
	Iteration 20F: 3 clusters Score -66859.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -66881.820312 Penalty: 2857.977539
	Iteration 21Q: 3 clusters Score -66881.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -66884.789062 Penalty: 2857.977539
	Iteration 22Q: 3 clusters Score -66884.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -66884.789062 Penalty: 2857.977539
	Iteration 23F: 3 clusters Score -66884.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -67603.695312 Penalty: 1516.741211
	Iteration 0F: 2 clusters Score -67603.7 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 224 members 
Entering Unmasked Estep 
Score: -66177.976562 Penalty: 3033.482422
	Iteration 0F: 3 clusters Score -66177.98 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -66331.164062 Penalty: 3033.482422
	Iteration 1F: 3 clusters Score -66331.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -66432.367188 Penalty: 3033.482422
	Iteration 2F: 3 clusters Score -66432.37 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -66592.882812 Penalty: 3033.482422
	Iteration 3F: 3 clusters Score -66592.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -66762.117188 Penalty: 3033.482422
	Iteration 4F: 3 clusters Score -66762.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -66936.906250 Penalty: 3033.482422
	Iteration 5F: 3 clusters Score -66936.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -67044.562500 Penalty: 3033.482422
	Iteration 6Q: 3 clusters Score -67044.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -67133.750000 Penalty: 3033.482422
	Iteration 7Q: 3 clusters Score -67133.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -67198.945312 Penalty: 3033.482422
	Iteration 8Q: 3 clusters Score -67198.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -67280.078125 Penalty: 3033.482422
	Iteration 9Q: 3 clusters Score -67280.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -67374.171875 Penalty: 3033.482422
	Iteration 10Q: 3 clusters Score -67374.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -67456.234375 Penalty: 3033.482422
	Iteration 11Q: 3 clusters Score -67456.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -67481.109375 Penalty: 3033.482422
	Iteration 12Q: 3 clusters Score -67481.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -67503.890625 Penalty: 3033.482422
	Iteration 13Q: 3 clusters Score -67503.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -67507.914062 Penalty: 3033.482422
	Iteration 14Q: 3 clusters Score -67507.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -67507.914062 Penalty: 3033.482422
	Iteration 15F: 3 clusters Score -67507.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 1886 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44665 members 
Mstep: Class 5 contains 46658 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43900 members 
Mstep: Class 9 contains 46297 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 768 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 41591 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47758 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26120 members 
Mstep: Class 18 contains 31576 members 
Mstep: Class 19 contains 46408 members 
Mstep: Class 20 contains 46163 members 
Mstep: Class 21 contains 48386 members 
Mstep: Class 22 contains 45842 members 
Mstep: Class 23 contains 9736 members 
Mstep: Class 24 contains 11981 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111233424.000000 Penalty: 89284.867188
Iteration 319Q: 28 clusters Score -1.112334e+08 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 1882 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44752 members 
Mstep: Class 5 contains 46653 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43821 members 
Mstep: Class 9 contains 46363 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 769 members 
Mstep: Class 12 contains 1273 members 
Mstep: Class 13 contains 41659 members 
Mstep: Class 14 contains 634 members 
Mstep: Class 15 contains 47873 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26131 members 
Mstep: Class 18 contains 31570 members 
Mstep: Class 19 contains 46419 members 
Mstep: Class 20 contains 46138 members 
Mstep: Class 21 contains 48539 members 
Mstep: Class 22 contains 45887 members 
Mstep: Class 23 contains 9610 members 
Mstep: Class 24 contains 12001 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 34166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111233544.000000 Penalty: 89284.867188
Iteration 320F: 28 clusters Score -1.112335e+08 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 1880 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44635 members 
Mstep: Class 5 contains 46642 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43703 members 
Mstep: Class 9 contains 46439 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 769 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 41706 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47665 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26125 members 
Mstep: Class 18 contains 31372 members 
Mstep: Class 19 contains 46388 members 
Mstep: Class 20 contains 46122 members 
Mstep: Class 21 contains 48204 members 
Mstep: Class 22 contains 45918 members 
Mstep: Class 23 contains 9533 members 
Mstep: Class 24 contains 12016 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 35226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111233776.000000 Penalty: 89284.867188
Iteration 321Q: 28 clusters Score -1.112338e+08 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36069 members 
Mstep: Class 2 contains 1879 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44554 members 
Mstep: Class 5 contains 46647 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43656 members 
Mstep: Class 9 contains 46442 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 769 members 
Mstep: Class 12 contains 1273 members 
Mstep: Class 13 contains 41756 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47519 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26115 members 
Mstep: Class 18 contains 31205 members 
Mstep: Class 19 contains 46458 members 
Mstep: Class 20 contains 46113 members 
Mstep: Class 21 contains 47918 members 
Mstep: Class 22 contains 45932 members 
Mstep: Class 23 contains 9539 members 
Mstep: Class 24 contains 12038 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 35902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111234080.000000 Penalty: 89284.867188
Iteration 322Q: 28 clusters Score -1.112341e+08 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 1880 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44484 members 
Mstep: Class 5 contains 46628 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43585 members 
Mstep: Class 9 contains 46454 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 769 members 
Mstep: Class 12 contains 1273 members 
Mstep: Class 13 contains 41790 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47403 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26112 members 
Mstep: Class 18 contains 31059 members 
Mstep: Class 19 contains 46541 members 
Mstep: Class 20 contains 46065 members 
Mstep: Class 21 contains 47710 members 
Mstep: Class 22 contains 45977 members 
Mstep: Class 23 contains 9562 members 
Mstep: Class 24 contains 12052 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 36449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111234200.000000 Penalty: 89284.867188
Iteration 323Q: 28 clusters Score -1.112342e+08 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 1878 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44415 members 
Mstep: Class 5 contains 46618 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43528 members 
Mstep: Class 9 contains 46446 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 769 members 
Mstep: Class 12 contains 1272 members 
Mstep: Class 13 contains 41788 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47325 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26102 members 
Mstep: Class 18 contains 30938 members 
Mstep: Class 19 contains 46597 members 
Mstep: Class 20 contains 46033 members 
Mstep: Class 21 contains 47531 members 
Mstep: Class 22 contains 46028 members 
Mstep: Class 23 contains 9583 members 
Mstep: Class 24 contains 12069 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 36936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111234504.000000 Penalty: 89284.867188
Iteration 324Q: 28 clusters Score -1.112345e+08 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 1876 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44361 members 
Mstep: Class 5 contains 46612 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43480 members 
Mstep: Class 9 contains 46446 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 768 members 
Mstep: Class 12 contains 1272 members 
Mstep: Class 13 contains 41786 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47285 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26092 members 
Mstep: Class 18 contains 30812 members 
Mstep: Class 19 contains 46611 members 
Mstep: Class 20 contains 46018 members 
Mstep: Class 21 contains 47366 members 
Mstep: Class 22 contains 46045 members 
Mstep: Class 23 contains 9602 members 
Mstep: Class 24 contains 12090 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 37377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111234624.000000 Penalty: 89284.867188
Iteration 325Q: 28 clusters Score -1.112346e+08 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 1878 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44308 members 
Mstep: Class 5 contains 46592 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43444 members 
Mstep: Class 9 contains 46397 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 768 members 
Mstep: Class 12 contains 1273 members 
Mstep: Class 13 contains 41816 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47239 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26085 members 
Mstep: Class 18 contains 30693 members 
Mstep: Class 19 contains 46617 members 
Mstep: Class 20 contains 45987 members 
Mstep: Class 21 contains 47239 members 
Mstep: Class 22 contains 46098 members 
Mstep: Class 23 contains 9624 members 
Mstep: Class 24 contains 12108 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 37780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111235152.000000 Penalty: 89284.867188
Iteration 326Q: 28 clusters Score -1.112352e+08 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 1879 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44247 members 
Mstep: Class 5 contains 46556 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43424 members 
Mstep: Class 9 contains 46361 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 768 members 
Mstep: Class 12 contains 1273 members 
Mstep: Class 13 contains 41821 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47215 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26079 members 
Mstep: Class 18 contains 30562 members 
Mstep: Class 19 contains 46592 members 
Mstep: Class 20 contains 46043 members 
Mstep: Class 21 contains 47055 members 
Mstep: Class 22 contains 46111 members 
Mstep: Class 23 contains 9642 members 
Mstep: Class 24 contains 12134 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 38242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111235384.000000 Penalty: 89284.867188
Iteration 327Q: 28 clusters Score -1.112354e+08 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 35734 members 
Mstep: Class 2 contains 1879 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44180 members 
Mstep: Class 5 contains 46541 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43395 members 
Mstep: Class 9 contains 46318 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 767 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 41838 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47166 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26074 members 
Mstep: Class 18 contains 30419 members 
Mstep: Class 19 contains 46600 members 
Mstep: Class 20 contains 46116 members 
Mstep: Class 21 contains 46800 members 
Mstep: Class 22 contains 46120 members 
Mstep: Class 23 contains 9665 members 
Mstep: Class 24 contains 12164 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 38734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111235456.000000 Penalty: 89284.867188
Iteration 328Q: 28 clusters Score -1.112355e+08 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 35678 members 
Mstep: Class 2 contains 1881 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44105 members 
Mstep: Class 5 contains 46555 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43391 members 
Mstep: Class 9 contains 46267 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 767 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 41840 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47132 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26065 members 
Mstep: Class 18 contains 30283 members 
Mstep: Class 19 contains 46553 members 
Mstep: Class 20 contains 46155 members 
Mstep: Class 21 contains 46605 members 
Mstep: Class 22 contains 46103 members 
Mstep: Class 23 contains 9689 members 
Mstep: Class 24 contains 12201 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 39240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111235696.000000 Penalty: 89284.867188
Iteration 329Q: 28 clusters Score -1.112357e+08 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 1879 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44034 members 
Mstep: Class 5 contains 46617 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43405 members 
Mstep: Class 9 contains 46235 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 767 members 
Mstep: Class 12 contains 1275 members 
Mstep: Class 13 contains 41833 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47122 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26061 members 
Mstep: Class 18 contains 30137 members 
Mstep: Class 19 contains 46481 members 
Mstep: Class 20 contains 46175 members 
Mstep: Class 21 contains 46447 members 
Mstep: Class 22 contains 46058 members 
Mstep: Class 23 contains 9720 members 
Mstep: Class 24 contains 12231 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 39700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111235896.000000 Penalty: 89284.867188
Iteration 330Q: 28 clusters Score -1.112359e+08 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 1876 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43962 members 
Mstep: Class 5 contains 46695 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43385 members 
Mstep: Class 9 contains 46187 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 767 members 
Mstep: Class 12 contains 1276 members 
Mstep: Class 13 contains 41813 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47107 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26050 members 
Mstep: Class 18 contains 29988 members 
Mstep: Class 19 contains 46481 members 
Mstep: Class 20 contains 46148 members 
Mstep: Class 21 contains 46324 members 
Mstep: Class 22 contains 46068 members 
Mstep: Class 23 contains 9764 members 
Mstep: Class 24 contains 12263 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 40119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111236064.000000 Penalty: 89284.867188
Iteration 331Q: 28 clusters Score -1.112361e+08 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 1869 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43901 members 
Mstep: Class 5 contains 46744 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43375 members 
Mstep: Class 9 contains 46167 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 767 members 
Mstep: Class 12 contains 1276 members 
Mstep: Class 13 contains 41771 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47091 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26037 members 
Mstep: Class 18 contains 29870 members 
Mstep: Class 19 contains 46498 members 
Mstep: Class 20 contains 46130 members 
Mstep: Class 21 contains 46199 members 
Mstep: Class 22 contains 46079 members 
Mstep: Class 23 contains 9799 members 
Mstep: Class 24 contains 12285 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 40490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111235864.000000 Penalty: 89284.867188
Iteration 332Q: 28 clusters Score -1.112359e+08 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 35356 members 
Mstep: Class 2 contains 1869 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43840 members 
Mstep: Class 5 contains 46744 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43370 members 
Mstep: Class 9 contains 46189 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 767 members 
Mstep: Class 12 contains 1276 members 
Mstep: Class 13 contains 41744 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47071 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26035 members 
Mstep: Class 18 contains 29722 members 
Mstep: Class 19 contains 46480 members 
Mstep: Class 20 contains 46126 members 
Mstep: Class 21 contains 46088 members 
Mstep: Class 22 contains 46110 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 12303 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 40862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111236224.000000 Penalty: 89284.867188
Iteration 333Q: 28 clusters Score -1.112362e+08 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 1867 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43777 members 
Mstep: Class 5 contains 46753 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43342 members 
Mstep: Class 9 contains 46174 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 767 members 
Mstep: Class 12 contains 1275 members 
Mstep: Class 13 contains 41716 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47038 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26047 members 
Mstep: Class 18 contains 29596 members 
Mstep: Class 19 contains 46494 members 
Mstep: Class 20 contains 46142 members 
Mstep: Class 21 contains 45999 members 
Mstep: Class 22 contains 46152 members 
Mstep: Class 23 contains 9837 members 
Mstep: Class 24 contains 12312 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 452 members 
Mstep: Class 27 contains 41203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111236224.000000 Penalty: 89284.867188
Iteration 334Q: 28 clusters Score -1.112362e+08 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 1869 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43723 members 
Mstep: Class 5 contains 46787 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43325 members 
Mstep: Class 9 contains 46177 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 767 members 
Mstep: Class 12 contains 1276 members 
Mstep: Class 13 contains 41679 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47015 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26048 members 
Mstep: Class 18 contains 29455 members 
Mstep: Class 19 contains 46471 members 
Mstep: Class 20 contains 46146 members 
Mstep: Class 21 contains 46016 members 
Mstep: Class 22 contains 46157 members 
Mstep: Class 23 contains 9832 members 
Mstep: Class 24 contains 12322 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 452 members 
Mstep: Class 27 contains 41491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111236304.000000 Penalty: 89284.867188
Iteration 335Q: 28 clusters Score -1.112363e+08 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 1873 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43683 members 
Mstep: Class 5 contains 46810 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43322 members 
Mstep: Class 9 contains 46185 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 767 members 
Mstep: Class 12 contains 1276 members 
Mstep: Class 13 contains 41646 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 46986 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26049 members 
Mstep: Class 18 contains 29336 members 
Mstep: Class 19 contains 46442 members 
Mstep: Class 20 contains 46118 members 
Mstep: Class 21 contains 46031 members 
Mstep: Class 22 contains 46167 members 
Mstep: Class 23 contains 9809 members 
Mstep: Class 24 contains 12329 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 452 members 
Mstep: Class 27 contains 41771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111236480.000000 Penalty: 89284.867188
Iteration 336Q: 28 clusters Score -1.112365e+08 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 1867 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43666 members 
Mstep: Class 5 contains 46824 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43273 members 
Mstep: Class 9 contains 46171 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 767 members 
Mstep: Class 12 contains 1277 members 
Mstep: Class 13 contains 41623 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 46991 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26039 members 
Mstep: Class 18 contains 29218 members 
Mstep: Class 19 contains 46407 members 
Mstep: Class 20 contains 46086 members 
Mstep: Class 21 contains 46075 members 
Mstep: Class 22 contains 46170 members 
Mstep: Class 23 contains 9802 members 
Mstep: Class 24 contains 12341 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 452 members 
Mstep: Class 27 contains 42043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111236688.000000 Penalty: 89284.867188
Iteration 337Q: 28 clusters Score -1.112367e+08 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 1868 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43634 members 
Mstep: Class 5 contains 46804 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43253 members 
Mstep: Class 9 contains 46169 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 767 members 
Mstep: Class 12 contains 1277 members 
Mstep: Class 13 contains 41612 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47007 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26037 members 
Mstep: Class 18 contains 29117 members 
Mstep: Class 19 contains 46327 members 
Mstep: Class 20 contains 46081 members 
Mstep: Class 21 contains 46039 members 
Mstep: Class 22 contains 46171 members 
Mstep: Class 23 contains 9801 members 
Mstep: Class 24 contains 12346 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 452 members 
Mstep: Class 27 contains 42380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111236992.000000 Penalty: 89284.867188
Iteration 338Q: 28 clusters Score -1.11237e+08 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 1868 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43584 members 
Mstep: Class 5 contains 46786 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43212 members 
Mstep: Class 9 contains 46151 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 767 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 41570 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47028 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26040 members 
Mstep: Class 18 contains 28997 members 
Mstep: Class 19 contains 46316 members 
Mstep: Class 20 contains 46074 members 
Mstep: Class 21 contains 45999 members 
Mstep: Class 22 contains 46176 members 
Mstep: Class 23 contains 9822 members 
Mstep: Class 24 contains 12353 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 42732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111237296.000000 Penalty: 89284.867188
Iteration 339Q: 28 clusters Score -1.112373e+08 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 1873 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43541 members 
Mstep: Class 5 contains 46780 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43194 members 
Mstep: Class 9 contains 46109 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 767 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 41507 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47039 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26033 members 
Mstep: Class 18 contains 28898 members 
Mstep: Class 19 contains 46313 members 
Mstep: Class 20 contains 46045 members 
Mstep: Class 21 contains 45921 members 
Mstep: Class 22 contains 46193 members 
Mstep: Class 23 contains 9855 members 
Mstep: Class 24 contains 12369 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 43096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111237352.000000 Penalty: 89284.867188
Iteration 340F: 28 clusters Score -1.112374e+08 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 1875 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43487 members 
Mstep: Class 5 contains 46775 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43206 members 
Mstep: Class 9 contains 46070 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 767 members 
Mstep: Class 12 contains 1279 members 
Mstep: Class 13 contains 41451 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47055 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26032 members 
Mstep: Class 18 contains 28803 members 
Mstep: Class 19 contains 46297 members 
Mstep: Class 20 contains 46035 members 
Mstep: Class 21 contains 45848 members 
Mstep: Class 22 contains 46211 members 
Mstep: Class 23 contains 9895 members 
Mstep: Class 24 contains 12375 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 43408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111237416.000000 Penalty: 89284.867188
Iteration 341Q: 28 clusters Score -1.112374e+08 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 1874 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43433 members 
Mstep: Class 5 contains 46735 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43272 members 
Mstep: Class 9 contains 46065 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 767 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 41376 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47062 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26027 members 
Mstep: Class 18 contains 28717 members 
Mstep: Class 19 contains 46261 members 
Mstep: Class 20 contains 46021 members 
Mstep: Class 21 contains 45799 members 
Mstep: Class 22 contains 46232 members 
Mstep: Class 23 contains 9939 members 
Mstep: Class 24 contains 12372 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 43708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111237600.000000 Penalty: 89284.867188
Iteration 342Q: 28 clusters Score -1.112376e+08 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 1877 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43367 members 
Mstep: Class 5 contains 46683 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43339 members 
Mstep: Class 9 contains 46070 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 767 members 
Mstep: Class 12 contains 1279 members 
Mstep: Class 13 contains 41297 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47055 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26013 members 
Mstep: Class 18 contains 28631 members 
Mstep: Class 19 contains 46236 members 
Mstep: Class 20 contains 46023 members 
Mstep: Class 21 contains 45725 members 
Mstep: Class 22 contains 46270 members 
Mstep: Class 23 contains 9978 members 
Mstep: Class 24 contains 12368 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 44011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111237808.000000 Penalty: 89284.867188
Iteration 343Q: 28 clusters Score -1.112378e+08 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 1876 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43307 members 
Mstep: Class 5 contains 46639 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43352 members 
Mstep: Class 9 contains 46081 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 767 members 
Mstep: Class 12 contains 1279 members 
Mstep: Class 13 contains 41222 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47068 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25999 members 
Mstep: Class 18 contains 28547 members 
Mstep: Class 19 contains 46260 members 
Mstep: Class 20 contains 46014 members 
Mstep: Class 21 contains 45587 members 
Mstep: Class 22 contains 46298 members 
Mstep: Class 23 contains 10025 members 
Mstep: Class 24 contains 12369 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 44362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111237832.000000 Penalty: 89284.867188
Iteration 344Q: 28 clusters Score -1.112378e+08 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 1875 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43262 members 
Mstep: Class 5 contains 46598 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43364 members 
Mstep: Class 9 contains 46100 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 767 members 
Mstep: Class 12 contains 1279 members 
Mstep: Class 13 contains 41127 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47054 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25992 members 
Mstep: Class 18 contains 28455 members 
Mstep: Class 19 contains 46232 members 
Mstep: Class 20 contains 46017 members 
Mstep: Class 21 contains 45483 members 
Mstep: Class 22 contains 46325 members 
Mstep: Class 23 contains 10078 members 
Mstep: Class 24 contains 12377 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 44727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111237824.000000 Penalty: 89284.867188
Iteration 345Q: 28 clusters Score -1.112378e+08 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 34619 members 
Mstep: Class 2 contains 1874 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43231 members 
Mstep: Class 5 contains 46568 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43330 members 
Mstep: Class 9 contains 46073 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 767 members 
Mstep: Class 12 contains 1280 members 
Mstep: Class 13 contains 41060 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47051 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25995 members 
Mstep: Class 18 contains 28350 members 
Mstep: Class 19 contains 46186 members 
Mstep: Class 20 contains 46037 members 
Mstep: Class 21 contains 45479 members 
Mstep: Class 22 contains 46337 members 
Mstep: Class 23 contains 10122 members 
Mstep: Class 24 contains 12384 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 45042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238056.000000 Penalty: 89284.867188
Iteration 346Q: 28 clusters Score -1.112381e+08 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 1869 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43204 members 
Mstep: Class 5 contains 46521 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43345 members 
Mstep: Class 9 contains 46040 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 767 members 
Mstep: Class 12 contains 1280 members 
Mstep: Class 13 contains 40965 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47043 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25997 members 
Mstep: Class 18 contains 28258 members 
Mstep: Class 19 contains 46096 members 
Mstep: Class 20 contains 46057 members 
Mstep: Class 21 contains 45512 members 
Mstep: Class 22 contains 46364 members 
Mstep: Class 23 contains 10162 members 
Mstep: Class 24 contains 12391 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 45333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238216.000000 Penalty: 89284.867188
Iteration 347Q: 28 clusters Score -1.112382e+08 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 1865 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43181 members 
Mstep: Class 5 contains 46513 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43365 members 
Mstep: Class 9 contains 46023 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 767 members 
Mstep: Class 12 contains 1279 members 
Mstep: Class 13 contains 40902 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47024 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25992 members 
Mstep: Class 18 contains 28166 members 
Mstep: Class 19 contains 46003 members 
Mstep: Class 20 contains 46038 members 
Mstep: Class 21 contains 45547 members 
Mstep: Class 22 contains 46405 members 
Mstep: Class 23 contains 10181 members 
Mstep: Class 24 contains 12385 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 45607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238576.000000 Penalty: 89284.867188
Iteration 348Q: 28 clusters Score -1.112386e+08 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 1864 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43151 members 
Mstep: Class 5 contains 46523 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43386 members 
Mstep: Class 9 contains 45973 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 1279 members 
Mstep: Class 13 contains 40829 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47029 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26004 members 
Mstep: Class 18 contains 28053 members 
Mstep: Class 19 contains 45985 members 
Mstep: Class 20 contains 46023 members 
Mstep: Class 21 contains 45583 members 
Mstep: Class 22 contains 46429 members 
Mstep: Class 23 contains 10205 members 
Mstep: Class 24 contains 12384 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 45819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238824.000000 Penalty: 89284.867188
Iteration 349Q: 28 clusters Score -1.112388e+08 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 1860 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43112 members 
Mstep: Class 5 contains 46512 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43418 members 
Mstep: Class 9 contains 45955 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 40760 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47034 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26003 members 
Mstep: Class 18 contains 27946 members 
Mstep: Class 19 contains 46011 members 
Mstep: Class 20 contains 46019 members 
Mstep: Class 21 contains 45594 members 
Mstep: Class 22 contains 46464 members 
Mstep: Class 23 contains 10219 members 
Mstep: Class 24 contains 12379 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 45998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238616.000000 Penalty: 89284.867188
Iteration 350Q: 28 clusters Score -1.112386e+08 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 1860 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43078 members 
Mstep: Class 5 contains 46537 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43432 members 
Mstep: Class 9 contains 45921 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 40685 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47042 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26000 members 
Mstep: Class 18 contains 27839 members 
Mstep: Class 19 contains 46070 members 
Mstep: Class 20 contains 46013 members 
Mstep: Class 21 contains 45634 members 
Mstep: Class 22 contains 46487 members 
Mstep: Class 23 contains 10230 members 
Mstep: Class 24 contains 12375 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 46124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238992.000000 Penalty: 89284.867188
Iteration 351Q: 28 clusters Score -1.11239e+08 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 34382 members 
Mstep: Class 2 contains 1859 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43042 members 
Mstep: Class 5 contains 46562 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43462 members 
Mstep: Class 9 contains 45911 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 40622 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47051 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26008 members 
Mstep: Class 18 contains 27740 members 
Mstep: Class 19 contains 46099 members 
Mstep: Class 20 contains 46010 members 
Mstep: Class 21 contains 45703 members 
Mstep: Class 22 contains 46456 members 
Mstep: Class 23 contains 10241 members 
Mstep: Class 24 contains 12375 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 46218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238976.000000 Penalty: 89284.867188
Iteration 352Q: 28 clusters Score -1.11239e+08 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 1860 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43015 members 
Mstep: Class 5 contains 46586 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43453 members 
Mstep: Class 9 contains 45895 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 40575 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47057 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26008 members 
Mstep: Class 18 contains 27626 members 
Mstep: Class 19 contains 46160 members 
Mstep: Class 20 contains 46013 members 
Mstep: Class 21 contains 45787 members 
Mstep: Class 22 contains 46412 members 
Mstep: Class 23 contains 10248 members 
Mstep: Class 24 contains 12384 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 46301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238808.000000 Penalty: 89284.867188
Iteration 353Q: 28 clusters Score -1.112388e+08 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 1860 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 42993 members 
Mstep: Class 5 contains 46568 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43466 members 
Mstep: Class 9 contains 45890 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 40548 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47055 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26011 members 
Mstep: Class 18 contains 27518 members 
Mstep: Class 19 contains 46209 members 
Mstep: Class 20 contains 46025 members 
Mstep: Class 21 contains 45860 members 
Mstep: Class 22 contains 46385 members 
Mstep: Class 23 contains 10250 members 
Mstep: Class 24 contains 12402 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 46366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238824.000000 Penalty: 89284.867188
Iteration 354Q: 28 clusters Score -1.112388e+08 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 1867 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 42962 members 
Mstep: Class 5 contains 46537 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43504 members 
Mstep: Class 9 contains 45892 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 40537 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47062 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26013 members 
Mstep: Class 18 contains 27379 members 
Mstep: Class 19 contains 46233 members 
Mstep: Class 20 contains 46046 members 
Mstep: Class 21 contains 45945 members 
Mstep: Class 22 contains 46345 members 
Mstep: Class 23 contains 10251 members 
Mstep: Class 24 contains 12421 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 46429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238712.000000 Penalty: 89284.867188
Iteration 355Q: 28 clusters Score -1.112387e+08 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 1871 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 42963 members 
Mstep: Class 5 contains 46557 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43542 members 
Mstep: Class 9 contains 45872 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 40527 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47071 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26010 members 
Mstep: Class 18 contains 27238 members 
Mstep: Class 19 contains 46272 members 
Mstep: Class 20 contains 46062 members 
Mstep: Class 21 contains 45984 members 
Mstep: Class 22 contains 46294 members 
Mstep: Class 23 contains 10250 members 
Mstep: Class 24 contains 12430 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 46500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238856.000000 Penalty: 89284.867188
Iteration 356Q: 28 clusters Score -1.112389e+08 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 34285 members 
Mstep: Class 2 contains 1872 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 42959 members 
Mstep: Class 5 contains 46551 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43590 members 
Mstep: Class 9 contains 45852 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1277 members 
Mstep: Class 13 contains 40512 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47063 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26009 members 
Mstep: Class 18 contains 27127 members 
Mstep: Class 19 contains 46295 members 
Mstep: Class 20 contains 46047 members 
Mstep: Class 21 contains 46043 members 
Mstep: Class 22 contains 46266 members 
Mstep: Class 23 contains 10251 members 
Mstep: Class 24 contains 12449 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 46572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238976.000000 Penalty: 89284.867188
Iteration 357Q: 28 clusters Score -1.11239e+08 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 1872 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 42963 members 
Mstep: Class 5 contains 46543 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43612 members 
Mstep: Class 9 contains 45894 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1277 members 
Mstep: Class 13 contains 40498 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47059 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26006 members 
Mstep: Class 18 contains 27045 members 
Mstep: Class 19 contains 46279 members 
Mstep: Class 20 contains 45998 members 
Mstep: Class 21 contains 46081 members 
Mstep: Class 22 contains 46252 members 
Mstep: Class 23 contains 10257 members 
Mstep: Class 24 contains 12471 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 46637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238912.000000 Penalty: 89284.867188
Iteration 358Q: 28 clusters Score -1.112389e+08 nChanged 1192
Entering ConstructFrom: 
Score: -111238912.000000 Penalty: 89284.867188
Entering ConstructFrom: 
Trying to split cluster 1 (34252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Entering Unmasked Estep 
Score: -6287269.000000 Penalty: 2589.492188
	Iteration 0F: 2 clusters Score -6287269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -6263931.000000 Penalty: 5178.984375
	Iteration 0F: 3 clusters Score -6263931 nChanged 15566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -6272279.500000 Penalty: 5178.984375
	Iteration 1F: 3 clusters Score -6272280 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -6272721.500000 Penalty: 5178.984375
	Iteration 2Q: 3 clusters Score -6272722 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -6273210.500000 Penalty: 5178.984375
	Iteration 3Q: 3 clusters Score -6273210 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -6273763.000000 Penalty: 5178.984375
	Iteration 4Q: 3 clusters Score -6273763 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -6274417.500000 Penalty: 5178.984375
	Iteration 5Q: 3 clusters Score -6274418 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -6275320.000000 Penalty: 5178.984375
	Iteration 6Q: 3 clusters Score -6275320 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -6276653.000000 Penalty: 5178.984375
	Iteration 7F: 3 clusters Score -6276653 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -6278333.000000 Penalty: 5178.984375
	Iteration 8F: 3 clusters Score -6278333 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29064 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -6280314.500000 Penalty: 5178.984375
	Iteration 9F: 3 clusters Score -6280314 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -6282189.500000 Penalty: 5178.984375
	Iteration 10F: 3 clusters Score -6282190 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -6283484.500000 Penalty: 5178.984375
	Iteration 11Q: 3 clusters Score -6283484 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -6284205.000000 Penalty: 5178.984375
	Iteration 12Q: 3 clusters Score -6284205 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -6284545.500000 Penalty: 5178.984375
	Iteration 13Q: 3 clusters Score -6284546 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -6284711.000000 Penalty: 5178.984375
	Iteration 14Q: 3 clusters Score -6284711 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6284798.500000 Penalty: 5178.984375
	Iteration 15Q: 3 clusters Score -6284798 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33914 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -6284851.500000 Penalty: 5178.984375
	Iteration 16Q: 3 clusters Score -6284852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6284882.000000 Penalty: 5178.984375
	Iteration 17Q: 3 clusters Score -6284882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6284913.000000 Penalty: 5178.984375
	Iteration 18Q: 3 clusters Score -6284913 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6284935.000000 Penalty: 5178.984375
	Iteration 19Q: 3 clusters Score -6284935 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6284953.000000 Penalty: 5178.984375
	Iteration 20F: 3 clusters Score -6284953 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -6284967.500000 Penalty: 5178.984375
	Iteration 21Q: 3 clusters Score -6284968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33972 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -6284987.500000 Penalty: 5178.984375
	Iteration 22Q: 3 clusters Score -6284988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -6284989.500000 Penalty: 5178.984375
	Iteration 23Q: 3 clusters Score -6284990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -6284999.500000 Penalty: 5178.984375
	Iteration 24Q: 3 clusters Score -6285000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -6285000.000000 Penalty: 5178.984375
	Iteration 25Q: 3 clusters Score -6285000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -6284997.500000 Penalty: 5178.984375
	Iteration 26Q: 3 clusters Score -6284998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -6285007.000000 Penalty: 5178.984375
	Iteration 27Q: 3 clusters Score -6285007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6285002.500000 Penalty: 5178.984375
	Iteration 28Q: 3 clusters Score -6285002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6285008.000000 Penalty: 5178.984375
	Iteration 29Q: 3 clusters Score -6285008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -6285011.500000 Penalty: 5178.984375
	Iteration 30Q: 3 clusters Score -6285012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -6285018.000000 Penalty: 5178.984375
	Iteration 31Q: 3 clusters Score -6285018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -6285018.000000 Penalty: 5178.984375
	Iteration 32Q: 3 clusters Score -6285018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -6285018.000000 Penalty: 5178.984375
	Iteration 33F: 3 clusters Score -6285018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Entering Unmasked Estep 
Score: -341495.031250 Penalty: 1868.356079
	Iteration 0F: 2 clusters Score -341495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -338955.406250 Penalty: 3736.712158
	Iteration 0F: 3 clusters Score -338955.4 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -339402.562500 Penalty: 3736.712158
	Iteration 1F: 3 clusters Score -339402.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -339515.406250 Penalty: 3736.712158
	Iteration 2F: 3 clusters Score -339515.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -339567.125000 Penalty: 3736.712158
	Iteration 3Q: 3 clusters Score -339567.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -339599.625000 Penalty: 3736.712158
	Iteration 4Q: 3 clusters Score -339599.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -339624.656250 Penalty: 3736.712158
	Iteration 5Q: 3 clusters Score -339624.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -339643.406250 Penalty: 3736.712158
	Iteration 6Q: 3 clusters Score -339643.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -339655.593750 Penalty: 3736.712158
	Iteration 7Q: 3 clusters Score -339655.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -339662.593750 Penalty: 3736.712158
	Iteration 8Q: 3 clusters Score -339662.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -339666.531250 Penalty: 3736.712158
	Iteration 9Q: 3 clusters Score -339666.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -339670.843750 Penalty: 3736.712158
	Iteration 10Q: 3 clusters Score -339670.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -339674.656250 Penalty: 3736.712158
	Iteration 11Q: 3 clusters Score -339674.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -339679.625000 Penalty: 3736.712158
	Iteration 12Q: 3 clusters Score -339679.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -339686.750000 Penalty: 3736.712158
	Iteration 13Q: 3 clusters Score -339686.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -339690.750000 Penalty: 3736.712158
	Iteration 14Q: 3 clusters Score -339690.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -339693.468750 Penalty: 3736.712158
	Iteration 15Q: 3 clusters Score -339693.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -339693.906250 Penalty: 3736.712158
	Iteration 16Q: 3 clusters Score -339693.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -339693.906250 Penalty: 3736.712158
	Iteration 17F: 3 clusters Score -339693.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -20069.357422 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -20069.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -18983.214844 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -18983.21 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -19192.113281 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -19192.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -19242.261719 Penalty: 2778.651123
	Iteration 2Q: 3 clusters Score -19242.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -19279.505859 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -19279.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19298.449219 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -19298.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -19317.578125 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -19317.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -19320.626953 Penalty: 2778.651123
	Iteration 6Q: 3 clusters Score -19320.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19321.923828 Penalty: 2778.651123
	Iteration 7Q: 3 clusters Score -19321.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19321.923828 Penalty: 2778.651123
	Iteration 8F: 3 clusters Score -19321.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42972 members 
Entering Unmasked Estep 
Score: -7859947.500000 Penalty: 2645.739502
	Iteration 0F: 2 clusters Score -7859948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -7831135.000000 Penalty: 5291.479004
	Iteration 0F: 3 clusters Score -7831135 nChanged 19663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -7842007.000000 Penalty: 5291.479004
	Iteration 1F: 3 clusters Score -7842007 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -7842495.500000 Penalty: 5291.479004
	Iteration 2Q: 3 clusters Score -7842496 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -7843033.500000 Penalty: 5291.479004
	Iteration 3Q: 3 clusters Score -7843034 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -7843725.500000 Penalty: 5291.479004
	Iteration 4Q: 3 clusters Score -7843726 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -7844725.000000 Penalty: 5291.479004
	Iteration 5Q: 3 clusters Score -7844725 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -7846159.000000 Penalty: 5291.479004
	Iteration 6F: 3 clusters Score -7846159 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -7848255.500000 Penalty: 5291.479004
	Iteration 7F: 3 clusters Score -7848256 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 35556 members 
Entering Unmasked Estep 
Score: -7850855.000000 Penalty: 5291.479004
	Iteration 8F: 3 clusters Score -7850855 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -7853639.000000 Penalty: 5291.479004
	Iteration 9F: 3 clusters Score -7853639 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
Score: -7855643.500000 Penalty: 5291.479004
	Iteration 10F: 3 clusters Score -7855644 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -7856752.000000 Penalty: 5291.479004
	Iteration 11Q: 3 clusters Score -7856752 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 42354 members 
Entering Unmasked Estep 
Score: -7857230.500000 Penalty: 5291.479004
	Iteration 12Q: 3 clusters Score -7857230 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 42546 members 
Entering Unmasked Estep 
Score: -7857421.000000 Penalty: 5291.479004
	Iteration 13Q: 3 clusters Score -7857421 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -7857527.500000 Penalty: 5291.479004
	Iteration 14Q: 3 clusters Score -7857528 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 42682 members 
Entering Unmasked Estep 
Score: -7857613.500000 Penalty: 5291.479004
	Iteration 15Q: 3 clusters Score -7857614 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -7857660.500000 Penalty: 5291.479004
	Iteration 16Q: 3 clusters Score -7857660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -7857675.500000 Penalty: 5291.479004
	Iteration 17Q: 3 clusters Score -7857676 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 42724 members 
Entering Unmasked Estep 
Score: -7857690.000000 Penalty: 5291.479004
	Iteration 18Q: 3 clusters Score -7857690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 42731 members 
Entering Unmasked Estep 
Score: -7857697.000000 Penalty: 5291.479004
	Iteration 19Q: 3 clusters Score -7857697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 42735 members 
Entering Unmasked Estep 
Score: -7857701.000000 Penalty: 5291.479004
	Iteration 20F: 3 clusters Score -7857701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -7857700.500000 Penalty: 5291.479004
	Iteration 21Q: 3 clusters Score -7857700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -7857700.500000 Penalty: 5291.479004
	Iteration 22F: 3 clusters Score -7857700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Entering Unmasked Estep 
Score: -8584361.000000 Penalty: 2665.344971
	Iteration 0F: 2 clusters Score -8584361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -8555055.000000 Penalty: 5330.689941
	Iteration 0F: 3 clusters Score -8555055 nChanged 21428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -8566727.000000 Penalty: 5330.689941
	Iteration 1F: 3 clusters Score -8566727 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -8567245.000000 Penalty: 5330.689941
	Iteration 2Q: 3 clusters Score -8567245 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -8567786.000000 Penalty: 5330.689941
	Iteration 3Q: 3 clusters Score -8567786 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -8568243.000000 Penalty: 5330.689941
	Iteration 4Q: 3 clusters Score -8568243 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -8568746.000000 Penalty: 5330.689941
	Iteration 5Q: 3 clusters Score -8568746 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -8569330.000000 Penalty: 5330.689941
	Iteration 6Q: 3 clusters Score -8569330 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -8570147.000000 Penalty: 5330.689941
	Iteration 7Q: 3 clusters Score -8570147 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -8571358.000000 Penalty: 5330.689941
	Iteration 8Q: 3 clusters Score -8571358 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26548 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -8573339.000000 Penalty: 5330.689941
	Iteration 9F: 3 clusters Score -8573339 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -8575911.000000 Penalty: 5330.689941
	Iteration 10F: 3 clusters Score -8575911 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -8578467.000000 Penalty: 5330.689941
	Iteration 11F: 3 clusters Score -8578467 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -8579899.000000 Penalty: 5330.689941
	Iteration 12F: 3 clusters Score -8579899 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -8580422.000000 Penalty: 5330.689941
	Iteration 13Q: 3 clusters Score -8580422 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -8580745.000000 Penalty: 5330.689941
	Iteration 14Q: 3 clusters Score -8580745 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -8580994.000000 Penalty: 5330.689941
	Iteration 15Q: 3 clusters Score -8580994 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27618 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -8581181.000000 Penalty: 5330.689941
	Iteration 16Q: 3 clusters Score -8581181 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -8581316.000000 Penalty: 5330.689941
	Iteration 17Q: 3 clusters Score -8581316 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -8581446.000000 Penalty: 5330.689941
	Iteration 18Q: 3 clusters Score -8581446 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -8581517.000000 Penalty: 5330.689941
	Iteration 19Q: 3 clusters Score -8581517 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -8581562.000000 Penalty: 5330.689941
	Iteration 20F: 3 clusters Score -8581562 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -8581638.000000 Penalty: 5330.689941
	Iteration 21Q: 3 clusters Score -8581638 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -8581711.000000 Penalty: 5330.689941
	Iteration 22Q: 3 clusters Score -8581711 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27745 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -8581790.000000 Penalty: 5330.689941
	Iteration 23Q: 3 clusters Score -8581790 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -8581811.000000 Penalty: 5330.689941
	Iteration 24Q: 3 clusters Score -8581811 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -8581843.000000 Penalty: 5330.689941
	Iteration 25Q: 3 clusters Score -8581843 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -8581837.000000 Penalty: 5330.689941
	Iteration 26Q: 3 clusters Score -8581837 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -8581835.000000 Penalty: 5330.689941
	Iteration 27Q: 3 clusters Score -8581835 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -8581853.000000 Penalty: 5330.689941
	Iteration 28Q: 3 clusters Score -8581853 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -8581856.000000 Penalty: 5330.689941
	Iteration 29Q: 3 clusters Score -8581856 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -8581855.000000 Penalty: 5330.689941
	Iteration 30Q: 3 clusters Score -8581855 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -8581843.000000 Penalty: 5330.689941
	Iteration 31Q: 3 clusters Score -8581843 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -8581852.000000 Penalty: 5330.689941
	Iteration 32Q: 3 clusters Score -8581852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27611 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -8581858.000000 Penalty: 5330.689941
	Iteration 33Q: 3 clusters Score -8581858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -8581849.000000 Penalty: 5330.689941
	Iteration 34Q: 3 clusters Score -8581849 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -8581854.000000 Penalty: 5330.689941
	Iteration 35Q: 3 clusters Score -8581854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -8581860.000000 Penalty: 5330.689941
	Iteration 36Q: 3 clusters Score -8581860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -8581862.000000 Penalty: 5330.689941
	Iteration 37Q: 3 clusters Score -8581862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -8581866.000000 Penalty: 5330.689941
	Iteration 38Q: 3 clusters Score -8581866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -8581871.000000 Penalty: 5330.689941
	Iteration 39Q: 3 clusters Score -8581871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -8581871.000000 Penalty: 5330.689941
	Iteration 40F: 3 clusters Score -8581871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -8581863.000000 Penalty: 5330.689941
	Iteration 41Q: 3 clusters Score -8581863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -8581873.000000 Penalty: 5330.689941
	Iteration 42Q: 3 clusters Score -8581873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -8581867.000000 Penalty: 5330.689941
	Iteration 43Q: 3 clusters Score -8581867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -8581869.000000 Penalty: 5330.689941
	Iteration 44Q: 3 clusters Score -8581869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -8581869.000000 Penalty: 5330.689941
	Iteration 45F: 3 clusters Score -8581869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -52032.898438 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -52032.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50623.289062 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -50623.29 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -50902.265625 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -50902.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -50993.906250 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -50993.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -51033.976562 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -51033.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -51053.765625 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -51053.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -51077.292969 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -51077.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -51102.109375 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -51102.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -51115.125000 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -51115.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -51130.042969 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -51130.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -51154.574219 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -51154.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -51197.875000 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -51197.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -51248.503906 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -51248.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -51292.664062 Penalty: 3080.457520
	Iteration 12Q: 3 clusters Score -51292.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -51306.332031 Penalty: 3080.457520
	Iteration 13Q: 3 clusters Score -51306.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -51311.609375 Penalty: 3080.457520
	Iteration 14Q: 3 clusters Score -51311.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -51313.371094 Penalty: 3080.457520
	Iteration 15Q: 3 clusters Score -51313.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -51313.371094 Penalty: 3080.457520
	Iteration 16F: 3 clusters Score -51313.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Entering Unmasked Estep 
Score: -172256.109375 Penalty: 1736.308838
	Iteration 0F: 2 clusters Score -172256.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -170275.421875 Penalty: 3472.617676
	Iteration 0F: 3 clusters Score -170275.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -170810.375000 Penalty: 3472.617676
	Iteration 1F: 3 clusters Score -170810.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -171208.062500 Penalty: 3472.617676
	Iteration 2F: 3 clusters Score -171208.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -171381.328125 Penalty: 3472.617676
	Iteration 3F: 3 clusters Score -171381.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -171479.203125 Penalty: 3472.617676
	Iteration 4Q: 3 clusters Score -171479.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -171549.718750 Penalty: 3472.617676
	Iteration 5Q: 3 clusters Score -171549.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -171639.843750 Penalty: 3472.617676
	Iteration 6Q: 3 clusters Score -171639.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -171710.171875 Penalty: 3472.617676
	Iteration 7Q: 3 clusters Score -171710.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -171752.718750 Penalty: 3472.617676
	Iteration 8Q: 3 clusters Score -171752.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -171776.625000 Penalty: 3472.617676
	Iteration 9Q: 3 clusters Score -171776.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -171807.984375 Penalty: 3472.617676
	Iteration 10Q: 3 clusters Score -171808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -171852.171875 Penalty: 3472.617676
	Iteration 11Q: 3 clusters Score -171852.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -171877.390625 Penalty: 3472.617676
	Iteration 12Q: 3 clusters Score -171877.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -171886.531250 Penalty: 3472.617676
	Iteration 13Q: 3 clusters Score -171886.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -171889.953125 Penalty: 3472.617676
	Iteration 14Q: 3 clusters Score -171890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -171904.640625 Penalty: 3472.617676
	Iteration 15Q: 3 clusters Score -171904.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -171960.171875 Penalty: 3472.617676
	Iteration 16Q: 3 clusters Score -171960.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -172006.390625 Penalty: 3472.617676
	Iteration 17Q: 3 clusters Score -172006.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -172048.187500 Penalty: 3472.617676
	Iteration 18Q: 3 clusters Score -172048.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -172058.546875 Penalty: 3472.617676
	Iteration 19Q: 3 clusters Score -172058.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -172061.703125 Penalty: 3472.617676
	Iteration 20F: 3 clusters Score -172061.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -172062.781250 Penalty: 3472.617676
	Iteration 21Q: 3 clusters Score -172062.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -172065.406250 Penalty: 3472.617676
	Iteration 22Q: 3 clusters Score -172065.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -172066.343750 Penalty: 3472.617676
	Iteration 23Q: 3 clusters Score -172066.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -172066.343750 Penalty: 3472.617676
	Iteration 24F: 3 clusters Score -172066.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (43622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Entering Unmasked Estep 
Score: -8066851.000000 Penalty: 2649.462646
	Iteration 0F: 2 clusters Score -8066851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -8038188.500000 Penalty: 5298.925293
	Iteration 0F: 3 clusters Score -8038188 nChanged 19994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -8049134.500000 Penalty: 5298.925293
	Iteration 1F: 3 clusters Score -8049134 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -8049654.500000 Penalty: 5298.925293
	Iteration 2Q: 3 clusters Score -8049654 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -8050191.500000 Penalty: 5298.925293
	Iteration 3Q: 3 clusters Score -8050192 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -8050669.500000 Penalty: 5298.925293
	Iteration 4Q: 3 clusters Score -8050670 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -8051144.000000 Penalty: 5298.925293
	Iteration 5Q: 3 clusters Score -8051144 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -8051609.000000 Penalty: 5298.925293
	Iteration 6Q: 3 clusters Score -8051609 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -8052018.500000 Penalty: 5298.925293
	Iteration 7Q: 3 clusters Score -8052018 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -8052515.000000 Penalty: 5298.925293
	Iteration 8Q: 3 clusters Score -8052515 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -8053103.000000 Penalty: 5298.925293
	Iteration 9Q: 3 clusters Score -8053103 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -8053848.500000 Penalty: 5298.925293
	Iteration 10Q: 3 clusters Score -8053848 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -8054739.500000 Penalty: 5298.925293
	Iteration 11Q: 3 clusters Score -8054740 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -8055765.500000 Penalty: 5298.925293
	Iteration 12Q: 3 clusters Score -8055766 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -8056848.000000 Penalty: 5298.925293
	Iteration 13Q: 3 clusters Score -8056848 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -8058026.000000 Penalty: 5298.925293
	Iteration 14Q: 3 clusters Score -8058026 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -8059359.000000 Penalty: 5298.925293
	Iteration 15Q: 3 clusters Score -8059359 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -8060625.000000 Penalty: 5298.925293
	Iteration 16Q: 3 clusters Score -8060625 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -8061730.500000 Penalty: 5298.925293
	Iteration 17Q: 3 clusters Score -8061730 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -8062633.500000 Penalty: 5298.925293
	Iteration 18Q: 3 clusters Score -8062634 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -8063344.000000 Penalty: 5298.925293
	Iteration 19Q: 3 clusters Score -8063344 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -8063743.500000 Penalty: 5298.925293
	Iteration 20F: 3 clusters Score -8063744 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 41908 members 
Entering Unmasked Estep 
Score: -8064057.500000 Penalty: 5298.925293
	Iteration 21Q: 3 clusters Score -8064058 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
Score: -8064306.000000 Penalty: 5298.925293
	Iteration 22Q: 3 clusters Score -8064306 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -8064456.000000 Penalty: 5298.925293
	Iteration 23Q: 3 clusters Score -8064456 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 42614 members 
Entering Unmasked Estep 
Score: -8064540.000000 Penalty: 5298.925293
	Iteration 24Q: 3 clusters Score -8064540 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 42715 members 
Entering Unmasked Estep 
Score: -8064597.000000 Penalty: 5298.925293
	Iteration 25Q: 3 clusters Score -8064597 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 42787 members 
Entering Unmasked Estep 
Score: -8064634.000000 Penalty: 5298.925293
	Iteration 26Q: 3 clusters Score -8064634 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -8064661.000000 Penalty: 5298.925293
	Iteration 27Q: 3 clusters Score -8064661 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 42862 members 
Entering Unmasked Estep 
Score: -8064667.500000 Penalty: 5298.925293
	Iteration 28Q: 3 clusters Score -8064668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 42881 members 
Entering Unmasked Estep 
Score: -8064680.500000 Penalty: 5298.925293
	Iteration 29Q: 3 clusters Score -8064680 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 42905 members 
Entering Unmasked Estep 
Score: -8064697.000000 Penalty: 5298.925293
	Iteration 30Q: 3 clusters Score -8064697 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 42918 members 
Entering Unmasked Estep 
Score: -8064712.000000 Penalty: 5298.925293
	Iteration 31Q: 3 clusters Score -8064712 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 42927 members 
Entering Unmasked Estep 
Score: -8064717.500000 Penalty: 5298.925293
	Iteration 32Q: 3 clusters Score -8064718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 42933 members 
Entering Unmasked Estep 
Score: -8064723.000000 Penalty: 5298.925293
	Iteration 33Q: 3 clusters Score -8064723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
Score: -8064727.000000 Penalty: 5298.925293
	Iteration 34Q: 3 clusters Score -8064727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -8064740.500000 Penalty: 5298.925293
	Iteration 35Q: 3 clusters Score -8064740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 42950 members 
Entering Unmasked Estep 
Score: -8064736.000000 Penalty: 5298.925293
	Iteration 36Q: 3 clusters Score -8064736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
Score: -8064733.000000 Penalty: 5298.925293
	Iteration 37Q: 3 clusters Score -8064733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -8064739.000000 Penalty: 5298.925293
	Iteration 38Q: 3 clusters Score -8064739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -8064739.500000 Penalty: 5298.925293
	Iteration 39Q: 3 clusters Score -8064740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 42958 members 
Entering Unmasked Estep 
Score: -8064745.500000 Penalty: 5298.925293
	Iteration 40F: 3 clusters Score -8064746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -8064742.500000 Penalty: 5298.925293
	Iteration 41Q: 3 clusters Score -8064742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 42961 members 
Entering Unmasked Estep 
Score: -8064745.000000 Penalty: 5298.925293
	Iteration 42Q: 3 clusters Score -8064745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 42962 members 
Entering Unmasked Estep 
Score: -8064750.000000 Penalty: 5298.925293
	Iteration 43Q: 3 clusters Score -8064750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 42963 members 
Entering Unmasked Estep 
Score: -8064754.000000 Penalty: 5298.925293
	Iteration 44Q: 3 clusters Score -8064754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 42964 members 
Entering Unmasked Estep 
Score: -8064758.000000 Penalty: 5298.925293
	Iteration 45Q: 3 clusters Score -8064758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 42967 members 
Entering Unmasked Estep 
Score: -8064774.500000 Penalty: 5298.925293
	Iteration 46Q: 3 clusters Score -8064774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -8064774.000000 Penalty: 5298.925293
	Iteration 47Q: 3 clusters Score -8064774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -8064771.000000 Penalty: 5298.925293
	Iteration 48Q: 3 clusters Score -8064771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -8064777.000000 Penalty: 5298.925293
	Iteration 49Q: 3 clusters Score -8064777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 42977 members 
Entering Unmasked Estep 
Score: -8064778.500000 Penalty: 5298.925293
	Iteration 50Q: 3 clusters Score -8064778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 42978 members 
Entering Unmasked Estep 
Score: -8064776.000000 Penalty: 5298.925293
	Iteration 51Q: 3 clusters Score -8064776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 42978 members 
Entering Unmasked Estep 
Score: -8064776.000000 Penalty: 5298.925293
	Iteration 52F: 3 clusters Score -8064776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45884 members 
Entering Unmasked Estep 
Score: -8480599.000000 Penalty: 2662.000000
	Iteration 0F: 2 clusters Score -8480599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22641 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -8451520.000000 Penalty: 5324.000000
	Iteration 0F: 3 clusters Score -8451520 nChanged 21205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -8463121.000000 Penalty: 5324.000000
	Iteration 1F: 3 clusters Score -8463121 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -8463800.000000 Penalty: 5324.000000
	Iteration 2Q: 3 clusters Score -8463800 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -8464594.000000 Penalty: 5324.000000
	Iteration 3Q: 3 clusters Score -8464594 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -8465659.000000 Penalty: 5324.000000
	Iteration 4Q: 3 clusters Score -8465659 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -8467290.000000 Penalty: 5324.000000
	Iteration 5F: 3 clusters Score -8467290 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -8469570.000000 Penalty: 5324.000000
	Iteration 6F: 3 clusters Score -8469570 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 36458 members 
Entering Unmasked Estep 
Score: -8472237.000000 Penalty: 5324.000000
	Iteration 7F: 3 clusters Score -8472237 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -8474697.000000 Penalty: 5324.000000
	Iteration 8F: 3 clusters Score -8474697 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -8476441.000000 Penalty: 5324.000000
	Iteration 9Q: 3 clusters Score -8476441 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 43071 members 
Entering Unmasked Estep 
Score: -8477459.000000 Penalty: 5324.000000
	Iteration 10Q: 3 clusters Score -8477459 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 43939 members 
Entering Unmasked Estep 
Score: -8477925.000000 Penalty: 5324.000000
	Iteration 11Q: 3 clusters Score -8477925 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 44478 members 
Entering Unmasked Estep 
Score: -8478197.000000 Penalty: 5324.000000
	Iteration 12Q: 3 clusters Score -8478197 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -8478328.000000 Penalty: 5324.000000
	Iteration 13Q: 3 clusters Score -8478328 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -8478379.000000 Penalty: 5324.000000
	Iteration 14Q: 3 clusters Score -8478379 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 45093 members 
Entering Unmasked Estep 
Score: -8478445.000000 Penalty: 5324.000000
	Iteration 15Q: 3 clusters Score -8478445 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 45167 members 
Entering Unmasked Estep 
Score: -8478453.000000 Penalty: 5324.000000
	Iteration 16Q: 3 clusters Score -8478453 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 45202 members 
Entering Unmasked Estep 
Score: -8478470.000000 Penalty: 5324.000000
	Iteration 17Q: 3 clusters Score -8478470 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 45229 members 
Entering Unmasked Estep 
Score: -8478481.000000 Penalty: 5324.000000
	Iteration 18Q: 3 clusters Score -8478481 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 45247 members 
Entering Unmasked Estep 
Score: -8478485.000000 Penalty: 5324.000000
	Iteration 19Q: 3 clusters Score -8478485 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -8478493.000000 Penalty: 5324.000000
	Iteration 20F: 3 clusters Score -8478493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 45269 members 
Entering Unmasked Estep 
Score: -8478497.000000 Penalty: 5324.000000
	Iteration 21Q: 3 clusters Score -8478497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 45272 members 
Entering Unmasked Estep 
Score: -8478502.000000 Penalty: 5324.000000
	Iteration 22Q: 3 clusters Score -8478502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 45274 members 
Entering Unmasked Estep 
Score: -8478496.000000 Penalty: 5324.000000
	Iteration 23Q: 3 clusters Score -8478496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 45277 members 
Entering Unmasked Estep 
Score: -8478500.000000 Penalty: 5324.000000
	Iteration 24Q: 3 clusters Score -8478500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 45279 members 
Entering Unmasked Estep 
Score: -8478503.000000 Penalty: 5324.000000
	Iteration 25Q: 3 clusters Score -8478503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 45282 members 
Entering Unmasked Estep 
Score: -8478506.000000 Penalty: 5324.000000
	Iteration 26Q: 3 clusters Score -8478506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 45286 members 
Entering Unmasked Estep 
Score: -8478509.000000 Penalty: 5324.000000
	Iteration 27Q: 3 clusters Score -8478509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 45284 members 
Entering Unmasked Estep 
Score: -8478509.000000 Penalty: 5324.000000
	Iteration 28Q: 3 clusters Score -8478509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 45284 members 
Entering Unmasked Estep 
Score: -8478509.000000 Penalty: 5324.000000
	Iteration 29F: 3 clusters Score -8478509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Entering Unmasked Estep 
Score: -406959.656250 Penalty: 1930.239624
	Iteration 0F: 2 clusters Score -406959.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -404211.218750 Penalty: 3860.479248
	Iteration 0F: 3 clusters Score -404211.2 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -405043.062500 Penalty: 3860.479248
	Iteration 1F: 3 clusters Score -405043.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -405378.312500 Penalty: 3860.479248
	Iteration 2F: 3 clusters Score -405378.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -405604.750000 Penalty: 3860.479248
	Iteration 3F: 3 clusters Score -405604.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -405742.781250 Penalty: 3860.479248
	Iteration 4F: 3 clusters Score -405742.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -405884.031250 Penalty: 3860.479248
	Iteration 5Q: 3 clusters Score -405884 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -405968.500000 Penalty: 3860.479248
	Iteration 6Q: 3 clusters Score -405968.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -406009.937500 Penalty: 3860.479248
	Iteration 7Q: 3 clusters Score -406009.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -406054.062500 Penalty: 3860.479248
	Iteration 8Q: 3 clusters Score -406054.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -406091.281250 Penalty: 3860.479248
	Iteration 9Q: 3 clusters Score -406091.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -406111.531250 Penalty: 3860.479248
	Iteration 10Q: 3 clusters Score -406111.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -406130.031250 Penalty: 3860.479248
	Iteration 11Q: 3 clusters Score -406130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -406141.062500 Penalty: 3860.479248
	Iteration 12Q: 3 clusters Score -406141.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -406152.687500 Penalty: 3860.479248
	Iteration 13Q: 3 clusters Score -406152.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -406161.593750 Penalty: 3860.479248
	Iteration 14Q: 3 clusters Score -406161.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -406170.468750 Penalty: 3860.479248
	Iteration 15Q: 3 clusters Score -406170.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -406176.437500 Penalty: 3860.479248
	Iteration 16Q: 3 clusters Score -406176.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -406183.281250 Penalty: 3860.479248
	Iteration 17Q: 3 clusters Score -406183.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -406183.906250 Penalty: 3860.479248
	Iteration 18Q: 3 clusters Score -406183.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -406184.312500 Penalty: 3860.479248
	Iteration 19Q: 3 clusters Score -406184.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -406185.656250 Penalty: 3860.479248
	Iteration 20F: 3 clusters Score -406185.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -406188.875000 Penalty: 3860.479248
	Iteration 21Q: 3 clusters Score -406188.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -406190.625000 Penalty: 3860.479248
	Iteration 22Q: 3 clusters Score -406190.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -406191.156250 Penalty: 3860.479248
	Iteration 23Q: 3 clusters Score -406191.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -406191.156250 Penalty: 3860.479248
	Iteration 24F: 3 clusters Score -406191.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Entering Unmasked Estep 
Score: -130179.101562 Penalty: 1646.689209
	Iteration 0F: 2 clusters Score -130179.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -128499.351562 Penalty: 3293.378418
	Iteration 0F: 3 clusters Score -128499.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -128878.929688 Penalty: 3293.378418
	Iteration 1F: 3 clusters Score -128878.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -129014.593750 Penalty: 3293.378418
	Iteration 2F: 3 clusters Score -129014.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -129085.773438 Penalty: 3293.378418
	Iteration 3Q: 3 clusters Score -129085.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -129160.406250 Penalty: 3293.378418
	Iteration 4Q: 3 clusters Score -129160.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -129200.421875 Penalty: 3293.378418
	Iteration 5Q: 3 clusters Score -129200.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -129235.898438 Penalty: 3293.378418
	Iteration 6Q: 3 clusters Score -129235.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -129269.562500 Penalty: 3293.378418
	Iteration 7Q: 3 clusters Score -129269.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -129286.359375 Penalty: 3293.378418
	Iteration 8Q: 3 clusters Score -129286.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -129295.742188 Penalty: 3293.378418
	Iteration 9Q: 3 clusters Score -129295.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -129299.859375 Penalty: 3293.378418
	Iteration 10Q: 3 clusters Score -129299.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -129300.812500 Penalty: 3293.378418
	Iteration 11Q: 3 clusters Score -129300.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -129300.812500 Penalty: 3293.378418
	Iteration 12F: 3 clusters Score -129300.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Entering Unmasked Estep 
Score: -222247.859375 Penalty: 1773.956909
	Iteration 0F: 2 clusters Score -222247.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -220134.140625 Penalty: 3547.913818
	Iteration 0F: 3 clusters Score -220134.1 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -220566.328125 Penalty: 3547.913818
	Iteration 1F: 3 clusters Score -220566.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -220806.406250 Penalty: 3547.913818
	Iteration 2F: 3 clusters Score -220806.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -221074.296875 Penalty: 3547.913818
	Iteration 3F: 3 clusters Score -221074.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -221273.187500 Penalty: 3547.913818
	Iteration 4Q: 3 clusters Score -221273.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -221384.703125 Penalty: 3547.913818
	Iteration 5Q: 3 clusters Score -221384.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -221510.828125 Penalty: 3547.913818
	Iteration 6Q: 3 clusters Score -221510.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -221656.281250 Penalty: 3547.913818
	Iteration 7Q: 3 clusters Score -221656.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -221799.750000 Penalty: 3547.913818
	Iteration 8Q: 3 clusters Score -221799.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -221917.015625 Penalty: 3547.913818
	Iteration 9Q: 3 clusters Score -221917 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -221978.031250 Penalty: 3547.913818
	Iteration 10Q: 3 clusters Score -221978 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -222004.468750 Penalty: 3547.913818
	Iteration 11Q: 3 clusters Score -222004.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -222022.031250 Penalty: 3547.913818
	Iteration 12Q: 3 clusters Score -222022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -222029.203125 Penalty: 3547.913818
	Iteration 13Q: 3 clusters Score -222029.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -222040.296875 Penalty: 3547.913818
	Iteration 14Q: 3 clusters Score -222040.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -222047.515625 Penalty: 3547.913818
	Iteration 15Q: 3 clusters Score -222047.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -222053.375000 Penalty: 3547.913818
	Iteration 16Q: 3 clusters Score -222053.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -222062.171875 Penalty: 3547.913818
	Iteration 17Q: 3 clusters Score -222062.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -222066.890625 Penalty: 3547.913818
	Iteration 18Q: 3 clusters Score -222066.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -222070.359375 Penalty: 3547.913818
	Iteration 19Q: 3 clusters Score -222070.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -222081.093750 Penalty: 3547.913818
	Iteration 20F: 3 clusters Score -222081.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -222111.625000 Penalty: 3547.913818
	Iteration 21Q: 3 clusters Score -222111.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -222135.656250 Penalty: 3547.913818
	Iteration 22Q: 3 clusters Score -222135.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -222143.546875 Penalty: 3547.913818
	Iteration 23Q: 3 clusters Score -222143.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -222149.781250 Penalty: 3547.913818
	Iteration 24Q: 3 clusters Score -222149.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -222154.500000 Penalty: 3547.913818
	Iteration 25Q: 3 clusters Score -222154.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -222155.671875 Penalty: 3547.913818
	Iteration 26Q: 3 clusters Score -222155.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -222155.671875 Penalty: 3547.913818
	Iteration 27F: 3 clusters Score -222155.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Entering Unmasked Estep 
Score: -7405995.500000 Penalty: 2630.917480
	Iteration 0F: 2 clusters Score -7405996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -7378630.000000 Penalty: 5261.834961
	Iteration 0F: 3 clusters Score -7378630 nChanged 18644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -7388908.500000 Penalty: 5261.834961
	Iteration 1F: 3 clusters Score -7388908 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -7389448.000000 Penalty: 5261.834961
	Iteration 2Q: 3 clusters Score -7389448 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -7390058.500000 Penalty: 5261.834961
	Iteration 3Q: 3 clusters Score -7390058 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -7390877.500000 Penalty: 5261.834961
	Iteration 4Q: 3 clusters Score -7390878 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -7391983.500000 Penalty: 5261.834961
	Iteration 5Q: 3 clusters Score -7391984 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -7393417.000000 Penalty: 5261.834961
	Iteration 6F: 3 clusters Score -7393417 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -7395259.500000 Penalty: 5261.834961
	Iteration 7F: 3 clusters Score -7395260 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -7397430.500000 Penalty: 5261.834961
	Iteration 8F: 3 clusters Score -7397430 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -7399701.500000 Penalty: 5261.834961
	Iteration 9F: 3 clusters Score -7399702 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -7401325.000000 Penalty: 5261.834961
	Iteration 10F: 3 clusters Score -7401325 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -7402147.000000 Penalty: 5261.834961
	Iteration 11Q: 3 clusters Score -7402147 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -7402503.000000 Penalty: 5261.834961
	Iteration 12Q: 3 clusters Score -7402503 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -7402722.000000 Penalty: 5261.834961
	Iteration 13Q: 3 clusters Score -7402722 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30823 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -7402937.000000 Penalty: 5261.834961
	Iteration 14Q: 3 clusters Score -7402937 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -7403112.500000 Penalty: 5261.834961
	Iteration 15Q: 3 clusters Score -7403112 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -7403276.000000 Penalty: 5261.834961
	Iteration 16Q: 3 clusters Score -7403276 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -7403381.500000 Penalty: 5261.834961
	Iteration 17Q: 3 clusters Score -7403382 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -7403493.500000 Penalty: 5261.834961
	Iteration 18Q: 3 clusters Score -7403494 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -7403557.500000 Penalty: 5261.834961
	Iteration 19Q: 3 clusters Score -7403558 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -7403638.000000 Penalty: 5261.834961
	Iteration 20F: 3 clusters Score -7403638 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -7403693.500000 Penalty: 5261.834961
	Iteration 21Q: 3 clusters Score -7403694 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -7403752.000000 Penalty: 5261.834961
	Iteration 22Q: 3 clusters Score -7403752 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -7403835.000000 Penalty: 5261.834961
	Iteration 23Q: 3 clusters Score -7403835 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -7403916.000000 Penalty: 5261.834961
	Iteration 24Q: 3 clusters Score -7403916 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34474 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -7403992.000000 Penalty: 5261.834961
	Iteration 25Q: 3 clusters Score -7403992 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -7404029.000000 Penalty: 5261.834961
	Iteration 26Q: 3 clusters Score -7404029 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -7404075.000000 Penalty: 5261.834961
	Iteration 27Q: 3 clusters Score -7404075 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -7404136.000000 Penalty: 5261.834961
	Iteration 28Q: 3 clusters Score -7404136 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -7404176.000000 Penalty: 5261.834961
	Iteration 29Q: 3 clusters Score -7404176 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -7404211.500000 Penalty: 5261.834961
	Iteration 30Q: 3 clusters Score -7404212 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -7404228.500000 Penalty: 5261.834961
	Iteration 31Q: 3 clusters Score -7404228 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -7404255.500000 Penalty: 5261.834961
	Iteration 32Q: 3 clusters Score -7404256 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -7404262.000000 Penalty: 5261.834961
	Iteration 33Q: 3 clusters Score -7404262 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35994 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -7404296.500000 Penalty: 5261.834961
	Iteration 34Q: 3 clusters Score -7404296 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36115 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -7404323.500000 Penalty: 5261.834961
	Iteration 35Q: 3 clusters Score -7404324 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -7404335.000000 Penalty: 5261.834961
	Iteration 36Q: 3 clusters Score -7404335 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -7404360.000000 Penalty: 5261.834961
	Iteration 37Q: 3 clusters Score -7404360 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36392 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -7404377.500000 Penalty: 5261.834961
	Iteration 38Q: 3 clusters Score -7404378 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36483 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -7404379.000000 Penalty: 5261.834961
	Iteration 39Q: 3 clusters Score -7404379 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -7404400.000000 Penalty: 5261.834961
	Iteration 40F: 3 clusters Score -7404400 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -7404420.000000 Penalty: 5261.834961
	Iteration 41Q: 3 clusters Score -7404420 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -7404445.000000 Penalty: 5261.834961
	Iteration 42Q: 3 clusters Score -7404445 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -7404454.000000 Penalty: 5261.834961
	Iteration 43Q: 3 clusters Score -7404454 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -7404449.000000 Penalty: 5261.834961
	Iteration 44Q: 3 clusters Score -7404449 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -7404456.000000 Penalty: 5261.834961
	Iteration 45Q: 3 clusters Score -7404456 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -7404449.000000 Penalty: 5261.834961
	Iteration 46Q: 3 clusters Score -7404449 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36931 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -7404458.000000 Penalty: 5261.834961
	Iteration 47Q: 3 clusters Score -7404458 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -7404461.500000 Penalty: 5261.834961
	Iteration 48Q: 3 clusters Score -7404462 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -7404454.000000 Penalty: 5261.834961
	Iteration 49Q: 3 clusters Score -7404454 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -7404469.000000 Penalty: 5261.834961
	Iteration 50Q: 3 clusters Score -7404469 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37125 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -7404470.000000 Penalty: 5261.834961
	Iteration 51Q: 3 clusters Score -7404470 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -7404474.500000 Penalty: 5261.834961
	Iteration 52Q: 3 clusters Score -7404474 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -7404478.500000 Penalty: 5261.834961
	Iteration 53Q: 3 clusters Score -7404478 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -7404480.500000 Penalty: 5261.834961
	Iteration 54Q: 3 clusters Score -7404480 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -7404501.500000 Penalty: 5261.834961
	Iteration 55Q: 3 clusters Score -7404502 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -7404519.000000 Penalty: 5261.834961
	Iteration 56Q: 3 clusters Score -7404519 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -7404506.500000 Penalty: 5261.834961
	Iteration 57Q: 3 clusters Score -7404506 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -7404504.000000 Penalty: 5261.834961
	Iteration 58Q: 3 clusters Score -7404504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37376 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -7404498.500000 Penalty: 5261.834961
	Iteration 59Q: 3 clusters Score -7404498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -7404488.000000 Penalty: 5261.834961
	Iteration 60F: 3 clusters Score -7404488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -7404483.500000 Penalty: 5261.834961
	Iteration 61Q: 3 clusters Score -7404484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -7404501.000000 Penalty: 5261.834961
	Iteration 62Q: 3 clusters Score -7404501 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -7404508.000000 Penalty: 5261.834961
	Iteration 63Q: 3 clusters Score -7404508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -7404512.500000 Penalty: 5261.834961
	Iteration 64Q: 3 clusters Score -7404512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37471 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -7404518.500000 Penalty: 5261.834961
	Iteration 65Q: 3 clusters Score -7404518 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -7404514.500000 Penalty: 5261.834961
	Iteration 66Q: 3 clusters Score -7404514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -7404514.500000 Penalty: 5261.834961
	Iteration 67Q: 3 clusters Score -7404514 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -7404509.000000 Penalty: 5261.834961
	Iteration 68Q: 3 clusters Score -7404509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37536 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -7404505.000000 Penalty: 5261.834961
	Iteration 69Q: 3 clusters Score -7404505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37545 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -7404510.000000 Penalty: 5261.834961
	Iteration 70Q: 3 clusters Score -7404510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -7404511.000000 Penalty: 5261.834961
	Iteration 71Q: 3 clusters Score -7404511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -7404513.000000 Penalty: 5261.834961
	Iteration 72Q: 3 clusters Score -7404513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -7404505.500000 Penalty: 5261.834961
	Iteration 73Q: 3 clusters Score -7404506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -7404516.000000 Penalty: 5261.834961
	Iteration 74Q: 3 clusters Score -7404516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -7404510.000000 Penalty: 5261.834961
	Iteration 75Q: 3 clusters Score -7404510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37573 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -7404512.000000 Penalty: 5261.834961
	Iteration 76Q: 3 clusters Score -7404512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -7404512.000000 Penalty: 5261.834961
	Iteration 77Q: 3 clusters Score -7404512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37579 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -7404517.000000 Penalty: 5261.834961
	Iteration 78Q: 3 clusters Score -7404517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -7404516.000000 Penalty: 5261.834961
	Iteration 79Q: 3 clusters Score -7404516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37592 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -7404518.000000 Penalty: 5261.834961
	Iteration 80F: 3 clusters Score -7404518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -7404509.500000 Penalty: 5261.834961
	Iteration 81Q: 3 clusters Score -7404510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -7404512.000000 Penalty: 5261.834961
	Iteration 82Q: 3 clusters Score -7404512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -7404509.500000 Penalty: 5261.834961
	Iteration 83Q: 3 clusters Score -7404510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -7404508.500000 Penalty: 5261.834961
	Iteration 84Q: 3 clusters Score -7404508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -7404508.500000 Penalty: 5261.834961
	Iteration 85Q: 3 clusters Score -7404508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -7404511.000000 Penalty: 5261.834961
	Iteration 86Q: 3 clusters Score -7404511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -7404506.000000 Penalty: 5261.834961
	Iteration 87Q: 3 clusters Score -7404506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -7404501.500000 Penalty: 5261.834961
	Iteration 88Q: 3 clusters Score -7404502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37633 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -7404508.000000 Penalty: 5261.834961
	Iteration 89Q: 3 clusters Score -7404508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37637 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -7404505.000000 Penalty: 5261.834961
	Iteration 90Q: 3 clusters Score -7404505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -7404512.000000 Penalty: 5261.834961
	Iteration 91Q: 3 clusters Score -7404512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -7404512.000000 Penalty: 5261.834961
	Iteration 92Q: 3 clusters Score -7404512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -7404511.000000 Penalty: 5261.834961
	Iteration 93Q: 3 clusters Score -7404511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37648 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -7404512.000000 Penalty: 5261.834961
	Iteration 94Q: 3 clusters Score -7404512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -7404512.500000 Penalty: 5261.834961
	Iteration 95Q: 3 clusters Score -7404512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -7404511.500000 Penalty: 5261.834961
	Iteration 96Q: 3 clusters Score -7404512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -7404516.000000 Penalty: 5261.834961
	Iteration 97Q: 3 clusters Score -7404516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -7404518.500000 Penalty: 5261.834961
	Iteration 98Q: 3 clusters Score -7404518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -7404518.500000 Penalty: 5261.834961
	Iteration 99F: 3 clusters Score -7404518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -80958.656250 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -80958.66 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 328 members 
Entering Unmasked Estep 
Score: -79429.953125 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -79429.95 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -80014.453125 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -80014.45 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -80199.648438 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -80199.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -80304.570312 Penalty: 3199.433350
	Iteration 3Q: 3 clusters Score -80304.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -80375.328125 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -80375.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -80410.062500 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -80410.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -80443.632812 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -80443.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -80450.125000 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -80450.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -80453.578125 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -80453.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -80453.578125 Penalty: 3199.433350
	Iteration 9F: 3 clusters Score -80453.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47078 members 
Entering Unmasked Estep 
Score: -8530439.000000 Penalty: 2668.371338
	Iteration 0F: 2 clusters Score -8530439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -8499672.000000 Penalty: 5336.742676
	Iteration 0F: 3 clusters Score -8499672 nChanged 21637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -8511744.000000 Penalty: 5336.742676
	Iteration 1F: 3 clusters Score -8511744 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 24317 members 
Entering Unmasked Estep 
Score: -8512271.000000 Penalty: 5336.742676
	Iteration 2Q: 3 clusters Score -8512271 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -8512828.000000 Penalty: 5336.742676
	Iteration 3Q: 3 clusters Score -8512828 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -8513556.000000 Penalty: 5336.742676
	Iteration 4Q: 3 clusters Score -8513556 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -8514525.000000 Penalty: 5336.742676
	Iteration 5Q: 3 clusters Score -8514525 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -8515933.000000 Penalty: 5336.742676
	Iteration 6F: 3 clusters Score -8515933 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -8518116.000000 Penalty: 5336.742676
	Iteration 7F: 3 clusters Score -8518116 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -8520916.000000 Penalty: 5336.742676
	Iteration 8F: 3 clusters Score -8520916 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -8523704.000000 Penalty: 5336.742676
	Iteration 9F: 3 clusters Score -8523704 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -8525468.000000 Penalty: 5336.742676
	Iteration 10F: 3 clusters Score -8525468 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -8526226.000000 Penalty: 5336.742676
	Iteration 11Q: 3 clusters Score -8526226 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 33395 members 
Entering Unmasked Estep 
Score: -8526801.000000 Penalty: 5336.742676
	Iteration 12Q: 3 clusters Score -8526801 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -8527258.000000 Penalty: 5336.742676
	Iteration 13Q: 3 clusters Score -8527258 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -8527621.000000 Penalty: 5336.742676
	Iteration 14Q: 3 clusters Score -8527621 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -8527833.000000 Penalty: 5336.742676
	Iteration 15Q: 3 clusters Score -8527833 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -8528072.000000 Penalty: 5336.742676
	Iteration 16Q: 3 clusters Score -8528072 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -8528249.000000 Penalty: 5336.742676
	Iteration 17Q: 3 clusters Score -8528249 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 35515 members 
Entering Unmasked Estep 
Score: -8528388.000000 Penalty: 5336.742676
	Iteration 18Q: 3 clusters Score -8528388 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -8528505.000000 Penalty: 5336.742676
	Iteration 19Q: 3 clusters Score -8528505 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 35989 members 
Entering Unmasked Estep 
Score: -8528602.000000 Penalty: 5336.742676
	Iteration 20F: 3 clusters Score -8528602 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -8528645.000000 Penalty: 5336.742676
	Iteration 21Q: 3 clusters Score -8528645 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -8528675.000000 Penalty: 5336.742676
	Iteration 22Q: 3 clusters Score -8528675 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -8528713.000000 Penalty: 5336.742676
	Iteration 23Q: 3 clusters Score -8528713 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 36613 members 
Entering Unmasked Estep 
Score: -8528764.000000 Penalty: 5336.742676
	Iteration 24Q: 3 clusters Score -8528764 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -8528786.000000 Penalty: 5336.742676
	Iteration 25Q: 3 clusters Score -8528786 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -8528824.000000 Penalty: 5336.742676
	Iteration 26Q: 3 clusters Score -8528824 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -8528844.000000 Penalty: 5336.742676
	Iteration 27Q: 3 clusters Score -8528844 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 37091 members 
Entering Unmasked Estep 
Score: -8528857.000000 Penalty: 5336.742676
	Iteration 28Q: 3 clusters Score -8528857 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -8528890.000000 Penalty: 5336.742676
	Iteration 29Q: 3 clusters Score -8528890 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -8528930.000000 Penalty: 5336.742676
	Iteration 30Q: 3 clusters Score -8528930 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 37398 members 
Entering Unmasked Estep 
Score: -8528945.000000 Penalty: 5336.742676
	Iteration 31Q: 3 clusters Score -8528945 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -8528965.000000 Penalty: 5336.742676
	Iteration 32Q: 3 clusters Score -8528965 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -8528993.000000 Penalty: 5336.742676
	Iteration 33Q: 3 clusters Score -8528993 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -8529037.000000 Penalty: 5336.742676
	Iteration 34Q: 3 clusters Score -8529037 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -8529055.000000 Penalty: 5336.742676
	Iteration 35Q: 3 clusters Score -8529055 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -8529083.000000 Penalty: 5336.742676
	Iteration 36Q: 3 clusters Score -8529083 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
Score: -8529088.000000 Penalty: 5336.742676
	Iteration 37Q: 3 clusters Score -8529088 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 38091 members 
Entering Unmasked Estep 
Score: -8529107.000000 Penalty: 5336.742676
	Iteration 38Q: 3 clusters Score -8529107 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -8529123.000000 Penalty: 5336.742676
	Iteration 39Q: 3 clusters Score -8529123 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 38233 members 
Entering Unmasked Estep 
Score: -8529150.000000 Penalty: 5336.742676
	Iteration 40F: 3 clusters Score -8529150 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 38308 members 
Entering Unmasked Estep 
Score: -8529157.000000 Penalty: 5336.742676
	Iteration 41Q: 3 clusters Score -8529157 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -8529156.000000 Penalty: 5336.742676
	Iteration 42Q: 3 clusters Score -8529156 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
Score: -8529162.000000 Penalty: 5336.742676
	Iteration 43Q: 3 clusters Score -8529162 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 38492 members 
Entering Unmasked Estep 
Score: -8529167.000000 Penalty: 5336.742676
	Iteration 44Q: 3 clusters Score -8529167 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -8529196.000000 Penalty: 5336.742676
	Iteration 45Q: 3 clusters Score -8529196 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 38598 members 
Entering Unmasked Estep 
Score: -8529204.000000 Penalty: 5336.742676
	Iteration 46Q: 3 clusters Score -8529204 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -8529217.000000 Penalty: 5336.742676
	Iteration 47Q: 3 clusters Score -8529217 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -8529222.000000 Penalty: 5336.742676
	Iteration 48Q: 3 clusters Score -8529222 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -8529226.000000 Penalty: 5336.742676
	Iteration 49Q: 3 clusters Score -8529226 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -8529228.000000 Penalty: 5336.742676
	Iteration 50Q: 3 clusters Score -8529228 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -8529237.000000 Penalty: 5336.742676
	Iteration 51Q: 3 clusters Score -8529237 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 38836 members 
Entering Unmasked Estep 
Score: -8529229.000000 Penalty: 5336.742676
	Iteration 52Q: 3 clusters Score -8529229 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -8529229.000000 Penalty: 5336.742676
	Iteration 53Q: 3 clusters Score -8529229 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -8529250.000000 Penalty: 5336.742676
	Iteration 54Q: 3 clusters Score -8529250 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 38963 members 
Entering Unmasked Estep 
Score: -8529247.000000 Penalty: 5336.742676
	Iteration 55Q: 3 clusters Score -8529247 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 38999 members 
Entering Unmasked Estep 
Score: -8529261.000000 Penalty: 5336.742676
	Iteration 56Q: 3 clusters Score -8529261 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 39038 members 
Entering Unmasked Estep 
Score: -8529260.000000 Penalty: 5336.742676
	Iteration 57Q: 3 clusters Score -8529260 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 39080 members 
Entering Unmasked Estep 
Score: -8529273.000000 Penalty: 5336.742676
	Iteration 58Q: 3 clusters Score -8529273 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -8529285.000000 Penalty: 5336.742676
	Iteration 59Q: 3 clusters Score -8529285 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 39151 members 
Entering Unmasked Estep 
Score: -8529291.000000 Penalty: 5336.742676
	Iteration 60F: 3 clusters Score -8529291 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -8529301.000000 Penalty: 5336.742676
	Iteration 61Q: 3 clusters Score -8529301 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 39209 members 
Entering Unmasked Estep 
Score: -8529322.000000 Penalty: 5336.742676
	Iteration 62Q: 3 clusters Score -8529322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 39232 members 
Entering Unmasked Estep 
Score: -8529309.000000 Penalty: 5336.742676
	Iteration 63Q: 3 clusters Score -8529309 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -8529321.000000 Penalty: 5336.742676
	Iteration 64Q: 3 clusters Score -8529321 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -8529330.000000 Penalty: 5336.742676
	Iteration 65Q: 3 clusters Score -8529330 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 39303 members 
Entering Unmasked Estep 
Score: -8529344.000000 Penalty: 5336.742676
	Iteration 66Q: 3 clusters Score -8529344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 39323 members 
Entering Unmasked Estep 
Score: -8529335.000000 Penalty: 5336.742676
	Iteration 67Q: 3 clusters Score -8529335 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -8529333.000000 Penalty: 5336.742676
	Iteration 68Q: 3 clusters Score -8529333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 39351 members 
Entering Unmasked Estep 
Score: -8529346.000000 Penalty: 5336.742676
	Iteration 69Q: 3 clusters Score -8529346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 39368 members 
Entering Unmasked Estep 
Score: -8529353.000000 Penalty: 5336.742676
	Iteration 70Q: 3 clusters Score -8529353 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -8529348.000000 Penalty: 5336.742676
	Iteration 71Q: 3 clusters Score -8529348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -8529349.000000 Penalty: 5336.742676
	Iteration 72Q: 3 clusters Score -8529349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 39435 members 
Entering Unmasked Estep 
Score: -8529363.000000 Penalty: 5336.742676
	Iteration 73Q: 3 clusters Score -8529363 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -8529368.000000 Penalty: 5336.742676
	Iteration 74Q: 3 clusters Score -8529368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 39471 members 
Entering Unmasked Estep 
Score: -8529371.000000 Penalty: 5336.742676
	Iteration 75Q: 3 clusters Score -8529371 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 39490 members 
Entering Unmasked Estep 
Score: -8529387.000000 Penalty: 5336.742676
	Iteration 76Q: 3 clusters Score -8529387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 39507 members 
Entering Unmasked Estep 
Score: -8529395.000000 Penalty: 5336.742676
	Iteration 77Q: 3 clusters Score -8529395 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -8529399.000000 Penalty: 5336.742676
	Iteration 78Q: 3 clusters Score -8529399 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -8529402.000000 Penalty: 5336.742676
	Iteration 79Q: 3 clusters Score -8529402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 39558 members 
Entering Unmasked Estep 
Score: -8529403.000000 Penalty: 5336.742676
	Iteration 80F: 3 clusters Score -8529403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 39572 members 
Entering Unmasked Estep 
Score: -8529406.000000 Penalty: 5336.742676
	Iteration 81Q: 3 clusters Score -8529406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -8529418.000000 Penalty: 5336.742676
	Iteration 82Q: 3 clusters Score -8529418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
Score: -8529428.000000 Penalty: 5336.742676
	Iteration 83Q: 3 clusters Score -8529428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -8529426.000000 Penalty: 5336.742676
	Iteration 84Q: 3 clusters Score -8529426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
Score: -8529419.000000 Penalty: 5336.742676
	Iteration 85Q: 3 clusters Score -8529419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -8529412.000000 Penalty: 5336.742676
	Iteration 86Q: 3 clusters Score -8529412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -8529418.000000 Penalty: 5336.742676
	Iteration 87Q: 3 clusters Score -8529418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -8529415.000000 Penalty: 5336.742676
	Iteration 88Q: 3 clusters Score -8529415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 39655 members 
Entering Unmasked Estep 
Score: -8529414.000000 Penalty: 5336.742676
	Iteration 89Q: 3 clusters Score -8529414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 39659 members 
Entering Unmasked Estep 
Score: -8529416.000000 Penalty: 5336.742676
	Iteration 90Q: 3 clusters Score -8529416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -8529416.000000 Penalty: 5336.742676
	Iteration 91Q: 3 clusters Score -8529416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -8529416.000000 Penalty: 5336.742676
	Iteration 92Q: 3 clusters Score -8529416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -8529423.000000 Penalty: 5336.742676
	Iteration 93Q: 3 clusters Score -8529423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 39682 members 
Entering Unmasked Estep 
Score: -8529414.000000 Penalty: 5336.742676
	Iteration 94Q: 3 clusters Score -8529414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -8529419.000000 Penalty: 5336.742676
	Iteration 95Q: 3 clusters Score -8529419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -8529413.000000 Penalty: 5336.742676
	Iteration 96Q: 3 clusters Score -8529413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
Score: -8529406.000000 Penalty: 5336.742676
	Iteration 97Q: 3 clusters Score -8529406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
Score: -8529406.000000 Penalty: 5336.742676
	Iteration 98F: 3 clusters Score -8529406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -56100.875000 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -56100.88 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 205 members 
Entering Unmasked Estep 
Score: -54730.039062 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -54730.04 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -54942.738281 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -54942.74 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -55029.222656 Penalty: 2982.802734
	Iteration 2F: 3 clusters Score -55029.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -55088.019531 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -55088.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -55115.851562 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -55115.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -55138.902344 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -55138.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -55146.738281 Penalty: 2982.802734
	Iteration 6Q: 3 clusters Score -55146.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -55155.914062 Penalty: 2982.802734
	Iteration 7Q: 3 clusters Score -55155.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -55155.914062 Penalty: 2982.802734
	Iteration 8F: 3 clusters Score -55155.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (26007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Entering Unmasked Estep 
Score: -4619772.500000 Penalty: 2521.197998
	Iteration 0F: 2 clusters Score -4619772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -4601673.500000 Penalty: 5042.395996
	Iteration 0F: 3 clusters Score -4601674 nChanged 11773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -4607960.500000 Penalty: 5042.395996
	Iteration 1F: 3 clusters Score -4607960 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -4608375.000000 Penalty: 5042.395996
	Iteration 2Q: 3 clusters Score -4608375 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -4608734.500000 Penalty: 5042.395996
	Iteration 3Q: 3 clusters Score -4608734 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -4609099.000000 Penalty: 5042.395996
	Iteration 4Q: 3 clusters Score -4609099 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -4609475.500000 Penalty: 5042.395996
	Iteration 5Q: 3 clusters Score -4609476 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -4609800.000000 Penalty: 5042.395996
	Iteration 6Q: 3 clusters Score -4609800 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -4610147.000000 Penalty: 5042.395996
	Iteration 7Q: 3 clusters Score -4610147 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -4610539.500000 Penalty: 5042.395996
	Iteration 8Q: 3 clusters Score -4610540 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -4611005.000000 Penalty: 5042.395996
	Iteration 9Q: 3 clusters Score -4611005 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -4611460.500000 Penalty: 5042.395996
	Iteration 10Q: 3 clusters Score -4611460 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -4611918.000000 Penalty: 5042.395996
	Iteration 11Q: 3 clusters Score -4611918 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -4612333.000000 Penalty: 5042.395996
	Iteration 12Q: 3 clusters Score -4612333 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -4612712.000000 Penalty: 5042.395996
	Iteration 13Q: 3 clusters Score -4612712 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -4613074.000000 Penalty: 5042.395996
	Iteration 14Q: 3 clusters Score -4613074 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -4613436.500000 Penalty: 5042.395996
	Iteration 15Q: 3 clusters Score -4613436 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -4613809.000000 Penalty: 5042.395996
	Iteration 16Q: 3 clusters Score -4613809 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -4614208.500000 Penalty: 5042.395996
	Iteration 17Q: 3 clusters Score -4614208 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -4614698.500000 Penalty: 5042.395996
	Iteration 18Q: 3 clusters Score -4614698 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -4615296.500000 Penalty: 5042.395996
	Iteration 19Q: 3 clusters Score -4615296 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -4615919.000000 Penalty: 5042.395996
	Iteration 20F: 3 clusters Score -4615919 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4616406.500000 Penalty: 5042.395996
	Iteration 21Q: 3 clusters Score -4616406 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4616792.000000 Penalty: 5042.395996
	Iteration 22Q: 3 clusters Score -4616792 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4617079.500000 Penalty: 5042.395996
	Iteration 23Q: 3 clusters Score -4617080 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -4617287.500000 Penalty: 5042.395996
	Iteration 24Q: 3 clusters Score -4617288 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4617472.000000 Penalty: 5042.395996
	Iteration 25Q: 3 clusters Score -4617472 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4617623.500000 Penalty: 5042.395996
	Iteration 26Q: 3 clusters Score -4617624 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25313 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -4617718.000000 Penalty: 5042.395996
	Iteration 27Q: 3 clusters Score -4617718 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4617754.000000 Penalty: 5042.395996
	Iteration 28Q: 3 clusters Score -4617754 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4617779.000000 Penalty: 5042.395996
	Iteration 29Q: 3 clusters Score -4617779 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4617805.500000 Penalty: 5042.395996
	Iteration 30Q: 3 clusters Score -4617806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4617819.500000 Penalty: 5042.395996
	Iteration 31Q: 3 clusters Score -4617820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -4617821.000000 Penalty: 5042.395996
	Iteration 32Q: 3 clusters Score -4617821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25349 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4617824.500000 Penalty: 5042.395996
	Iteration 33Q: 3 clusters Score -4617824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4617825.500000 Penalty: 5042.395996
	Iteration 34Q: 3 clusters Score -4617826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4617825.500000 Penalty: 5042.395996
	Iteration 35Q: 3 clusters Score -4617826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4617823.500000 Penalty: 5042.395996
	Iteration 36Q: 3 clusters Score -4617824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4617830.500000 Penalty: 5042.395996
	Iteration 37Q: 3 clusters Score -4617830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4617836.000000 Penalty: 5042.395996
	Iteration 38Q: 3 clusters Score -4617836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4617840.000000 Penalty: 5042.395996
	Iteration 39Q: 3 clusters Score -4617840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4617840.500000 Penalty: 5042.395996
	Iteration 40F: 3 clusters Score -4617840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4617841.500000 Penalty: 5042.395996
	Iteration 41Q: 3 clusters Score -4617842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25360 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4617842.500000 Penalty: 5042.395996
	Iteration 42Q: 3 clusters Score -4617842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4617844.000000 Penalty: 5042.395996
	Iteration 43Q: 3 clusters Score -4617844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4617841.500000 Penalty: 5042.395996
	Iteration 44Q: 3 clusters Score -4617842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25362 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4617848.500000 Penalty: 5042.395996
	Iteration 45Q: 3 clusters Score -4617848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4617848.000000 Penalty: 5042.395996
	Iteration 46Q: 3 clusters Score -4617848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4617854.000000 Penalty: 5042.395996
	Iteration 47Q: 3 clusters Score -4617854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4617851.500000 Penalty: 5042.395996
	Iteration 48Q: 3 clusters Score -4617852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4617853.000000 Penalty: 5042.395996
	Iteration 49Q: 3 clusters Score -4617853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4617856.000000 Penalty: 5042.395996
	Iteration 50Q: 3 clusters Score -4617856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4617858.500000 Penalty: 5042.395996
	Iteration 51Q: 3 clusters Score -4617858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4617861.000000 Penalty: 5042.395996
	Iteration 52Q: 3 clusters Score -4617861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4617859.000000 Penalty: 5042.395996
	Iteration 53Q: 3 clusters Score -4617859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4617859.000000 Penalty: 5042.395996
	Iteration 54F: 3 clusters Score -4617859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Entering Unmasked Estep 
Score: -4897040.000000 Penalty: 2530.196777
	Iteration 0F: 2 clusters Score -4897040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -4878524.000000 Penalty: 5060.393555
	Iteration 0F: 3 clusters Score -4878524 nChanged 12077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -4884860.000000 Penalty: 5060.393555
	Iteration 1F: 3 clusters Score -4884860 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -4885185.500000 Penalty: 5060.393555
	Iteration 2Q: 3 clusters Score -4885186 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -4885449.000000 Penalty: 5060.393555
	Iteration 3Q: 3 clusters Score -4885449 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -4885676.000000 Penalty: 5060.393555
	Iteration 4Q: 3 clusters Score -4885676 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -4885854.500000 Penalty: 5060.393555
	Iteration 5Q: 3 clusters Score -4885854 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -4886022.000000 Penalty: 5060.393555
	Iteration 6Q: 3 clusters Score -4886022 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -4886190.500000 Penalty: 5060.393555
	Iteration 7Q: 3 clusters Score -4886190 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -4886423.000000 Penalty: 5060.393555
	Iteration 8Q: 3 clusters Score -4886423 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -4886764.500000 Penalty: 5060.393555
	Iteration 9Q: 3 clusters Score -4886764 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -4887262.500000 Penalty: 5060.393555
	Iteration 10Q: 3 clusters Score -4887262 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -4887988.500000 Penalty: 5060.393555
	Iteration 11Q: 3 clusters Score -4887988 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -4889062.000000 Penalty: 5060.393555
	Iteration 12F: 3 clusters Score -4889062 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -4890555.000000 Penalty: 5060.393555
	Iteration 13F: 3 clusters Score -4890555 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -4892187.000000 Penalty: 5060.393555
	Iteration 14F: 3 clusters Score -4892187 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -4893429.000000 Penalty: 5060.393555
	Iteration 15Q: 3 clusters Score -4893429 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -4894149.500000 Penalty: 5060.393555
	Iteration 16Q: 3 clusters Score -4894150 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -4894490.000000 Penalty: 5060.393555
	Iteration 17Q: 3 clusters Score -4894490 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -4894604.500000 Penalty: 5060.393555
	Iteration 18Q: 3 clusters Score -4894604 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -4894699.000000 Penalty: 5060.393555
	Iteration 19Q: 3 clusters Score -4894699 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -4894749.500000 Penalty: 5060.393555
	Iteration 20F: 3 clusters Score -4894750 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -4894783.500000 Penalty: 5060.393555
	Iteration 21Q: 3 clusters Score -4894784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -4894801.500000 Penalty: 5060.393555
	Iteration 22Q: 3 clusters Score -4894802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -4894811.000000 Penalty: 5060.393555
	Iteration 23Q: 3 clusters Score -4894811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -4894812.000000 Penalty: 5060.393555
	Iteration 24Q: 3 clusters Score -4894812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -4894823.500000 Penalty: 5060.393555
	Iteration 25Q: 3 clusters Score -4894824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -4894833.500000 Penalty: 5060.393555
	Iteration 26Q: 3 clusters Score -4894834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -4894836.500000 Penalty: 5060.393555
	Iteration 27Q: 3 clusters Score -4894836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -4894838.000000 Penalty: 5060.393555
	Iteration 28Q: 3 clusters Score -4894838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -4894847.500000 Penalty: 5060.393555
	Iteration 29Q: 3 clusters Score -4894848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -4894850.500000 Penalty: 5060.393555
	Iteration 30Q: 3 clusters Score -4894850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -4894850.500000 Penalty: 5060.393555
	Iteration 31F: 3 clusters Score -4894850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (46288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46288 members 
Entering Unmasked Estep 
Score: -8530842.000000 Penalty: 2664.174072
	Iteration 0F: 2 clusters Score -8530842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -8500832.000000 Penalty: 5328.348145
	Iteration 0F: 3 clusters Score -8500832 nChanged 21324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -8513041.000000 Penalty: 5328.348145
	Iteration 1F: 3 clusters Score -8513041 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -8513518.000000 Penalty: 5328.348145
	Iteration 2Q: 3 clusters Score -8513518 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -8514011.000000 Penalty: 5328.348145
	Iteration 3Q: 3 clusters Score -8514011 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -8514469.000000 Penalty: 5328.348145
	Iteration 4Q: 3 clusters Score -8514469 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -8514913.000000 Penalty: 5328.348145
	Iteration 5Q: 3 clusters Score -8514913 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -8515481.000000 Penalty: 5328.348145
	Iteration 6Q: 3 clusters Score -8515481 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -8516057 nChanged 1788
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -8516804 nChanged 1988
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -8517888 nChanged 2301
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -8519325 nChanged 2281
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -8520590 nChanged 1921
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -8521449.000000 Penalty: 5328.348145
	Iteration 12Q: 3 clusters Score -8521449 nChanged 1371
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8521835 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -8522026.000000 Penalty: 5328.348145
	Iteration 14Q: 3 clusters Score -8522026 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -8522152.000000 Penalty: 5328.348145
	Iteration 15Q: 3 clusters Score -8522152 nChanged 533
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -8522261.000000 Penalty: 5328.348145
	Iteration 16Q: 3 clusters Score -8522261 nChanged 438
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -8522329.000000 Penalty: 5328.348145
	Iteration 17Q: 3 clusters Score -8522329 nChanged 439
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 20222 members 
Entering Unmasked Estep 
Score: -8522383.000000 Penalty: 5328.348145
	Iteration 18Q: 3 clusters Score -8522383 nChanged 450
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8522499 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -8522639.000000 Penalty: 5328.348145
	Iteration 20F: 3 clusters Score -8522639 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8522753 nChanged 528
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -8522883.000000 Penalty: 5328.348145
	Iteration 22Q: 3 clusters Score -8522883 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -8523032.000000 Penalty: 5328.348145
	Iteration 23Q: 3 clusters Score -8523032 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -8523254.000000 Penalty: 5328.348145
	Iteration 24Q: 3 clusters Score -8523254 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -8523574.000000 Penalty: 5328.348145
	Iteration 25Q: 3 clusters Score -8523574 nChanged 732
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -8523898.000000 Penalty: 5328.348145
	Iteration 26Q: 3 clusters Score -8523898 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -8524307.000000 Penalty: 5328.348145
	Iteration 27Q: 3 clusters Score -8524307 nChanged 898
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -8524730.000000 Penalty: 5328.348145
	Iteration 28Q: 3 clusters Score -8524730 nChanged 902
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -8525172.000000 Penalty: 5328.348145
	Iteration 29Q: 3 clusters Score -8525172 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -8525652.000000 Penalty: 5328.348145
	Iteration 30Q: 3 clusters Score -8525652 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -8526031.000000 Penalty: 5328.348145
	Iteration 31Q: 3 clusters Score -8526031 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -8526322.000000 Penalty: 5328.348145
	Iteration 32Q: 3 clusters Score -8526322 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32310 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -8526566.000000 Penalty: 5328.348145
	Iteration 33Q: 3 clusters Score -8526566 nChanged 705
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32675 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -8526851.000000 Penalty: 5328.348145
	Iteration 34Q: 3 clusters Score -8526851 nChanged 687
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Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -8527055.000000 Penalty: 5328.348145
	Iteration 35Q: 3 clusters Score -8527055 nChanged 544
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Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -8527213.000000 Penalty: 5328.348145
	Iteration 36Q: 3 clusters Score -8527213 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -8527386.000000 Penalty: 5328.348145
	Iteration 37Q: 3 clusters Score -8527386 nChanged 511
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Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -8527533.000000 Penalty: 5328.348145
	Iteration 38Q: 3 clusters Score -8527533 nChanged 478
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Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -8527567.000000 Penalty: 5328.348145
	Iteration 39Q: 3 clusters Score -8527567 nChanged 340
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Mstep: Class 1 contains 34687 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -8527655.000000 Penalty: 5328.348145
	Iteration 40F: 3 clusters Score -8527655 nChanged 289
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Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -8527691.000000 Penalty: 5328.348145
	Iteration 41Q: 3 clusters Score -8527691 nChanged 312
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Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -8527709.000000 Penalty: 5328.348145
	Iteration 42Q: 3 clusters Score -8527709 nChanged 278
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Mstep: Class 1 contains 35364 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -8527719.000000 Penalty: 5328.348145
	Iteration 43Q: 3 clusters Score -8527719 nChanged 301
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Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8527751 nChanged 181
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Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -8527763.000000 Penalty: 5328.348145
	Iteration 45Q: 3 clusters Score -8527763 nChanged 216
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Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -8527793.000000 Penalty: 5328.348145
	Iteration 46Q: 3 clusters Score -8527793 nChanged 156
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -8527779.000000 Penalty: 5328.348145
	Iteration 47Q: 3 clusters Score -8527779 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -8527755.000000 Penalty: 5328.348145
	Iteration 48Q: 3 clusters Score -8527755 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -8527775.000000 Penalty: 5328.348145
	Iteration 49Q: 3 clusters Score -8527775 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -8527790.000000 Penalty: 5328.348145
	Iteration 50Q: 3 clusters Score -8527790 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -8527777.000000 Penalty: 5328.348145
	Iteration 51Q: 3 clusters Score -8527777 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -8527786.000000 Penalty: 5328.348145
	Iteration 52Q: 3 clusters Score -8527786 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -8527777.000000 Penalty: 5328.348145
	Iteration 53Q: 3 clusters Score -8527777 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36943 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -8527765.000000 Penalty: 5328.348145
	Iteration 54Q: 3 clusters Score -8527765 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37062 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8527755 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -8527739.000000 Penalty: 5328.348145
	Iteration 56Q: 3 clusters Score -8527739 nChanged 141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37337 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -8527729.000000 Penalty: 5328.348145
	Iteration 57Q: 3 clusters Score -8527729 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -8527751.000000 Penalty: 5328.348145
	Iteration 58Q: 3 clusters Score -8527751 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37514 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -8527715.000000 Penalty: 5328.348145
	Iteration 59Q: 3 clusters Score -8527715 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -8527726.000000 Penalty: 5328.348145
	Iteration 60F: 3 clusters Score -8527726 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37617 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8527726 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37654 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -8527712.000000 Penalty: 5328.348145
	Iteration 62Q: 3 clusters Score -8527712 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -8527731.000000 Penalty: 5328.348145
	Iteration 63Q: 3 clusters Score -8527731 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -8527720.000000 Penalty: 5328.348145
	Iteration 64Q: 3 clusters Score -8527720 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37707 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -8527722.000000 Penalty: 5328.348145
	Iteration 65Q: 3 clusters Score -8527722 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8527726 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -8527728.000000 Penalty: 5328.348145
	Iteration 67Q: 3 clusters Score -8527728 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -8527730.000000 Penalty: 5328.348145
	Iteration 68Q: 3 clusters Score -8527730 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -8527739.000000 Penalty: 5328.348145
	Iteration 69Q: 3 clusters Score -8527739 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -8527741.000000 Penalty: 5328.348145
	Iteration 70Q: 3 clusters Score -8527741 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8527739 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -8527718.000000 Penalty: 5328.348145
	Iteration 72Q: 3 clusters Score -8527718 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37838 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -8527734.000000 Penalty: 5328.348145
	Iteration 73Q: 3 clusters Score -8527734 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37870 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8527735 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -8527714.000000 Penalty: 5328.348145
	Iteration 75Q: 3 clusters Score -8527714 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -8527725.000000 Penalty: 5328.348145
	Iteration 76Q: 3 clusters Score -8527725 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -8527727.000000 Penalty: 5328.348145
	Iteration 77Q: 3 clusters Score -8527727 nChanged 36
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Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8527745 nChanged 34
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Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8527718 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -8527710.000000 Penalty: 5328.348145
	Iteration 80F: 3 clusters Score -8527710 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -8527716.000000 Penalty: 5328.348145
	Iteration 81Q: 3 clusters Score -8527716 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -8527723.000000 Penalty: 5328.348145
	Iteration 82Q: 3 clusters Score -8527723 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -8527717.000000 Penalty: 5328.348145
	Iteration 83Q: 3 clusters Score -8527717 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8527686 nChanged 27
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Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8527685 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38248 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8527681 nChanged 33
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Mstep: Class 1 contains 38279 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8527702 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8527705 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -8527713.000000 Penalty: 5328.348145
	Iteration 89Q: 3 clusters Score -8527713 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8527703 nChanged 19
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Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8527706 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8527700 nChanged 16
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8527704 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38388 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8527713 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8527705 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -8527711.000000 Penalty: 5328.348145
	Iteration 96Q: 3 clusters Score -8527711 nChanged 4
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Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8527702 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8527699 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8527714 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38421 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8527714 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8527712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -8527717.000000 Penalty: 5328.348145
	Iteration 102Q: 3 clusters Score -8527717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -8527709.000000 Penalty: 5328.348145
	Iteration 103Q: 3 clusters Score -8527709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -8527711.000000 Penalty: 5328.348145
	Iteration 104Q: 3 clusters Score -8527711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38450 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -8527705.000000 Penalty: 5328.348145
	Iteration 105Q: 3 clusters Score -8527705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38454 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -8527697.000000 Penalty: 5328.348145
	Iteration 106Q: 3 clusters Score -8527697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -8527703.000000 Penalty: 5328.348145
	Iteration 107Q: 3 clusters Score -8527703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38472 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -8527711.000000 Penalty: 5328.348145
	Iteration 108Q: 3 clusters Score -8527711 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -8527714.000000 Penalty: 5328.348145
	Iteration 109Q: 3 clusters Score -8527714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -8527702.000000 Penalty: 5328.348145
	Iteration 110Q: 3 clusters Score -8527702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38507 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -8527695.000000 Penalty: 5328.348145
	Iteration 111Q: 3 clusters Score -8527695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -8527697.000000 Penalty: 5328.348145
	Iteration 112Q: 3 clusters Score -8527697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38531 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -8527695.000000 Penalty: 5328.348145
	Iteration 113Q: 3 clusters Score -8527695 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -8527689.000000 Penalty: 5328.348145
	Iteration 114Q: 3 clusters Score -8527689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38540 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -8527696.000000 Penalty: 5328.348145
	Iteration 115Q: 3 clusters Score -8527696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -8527691.000000 Penalty: 5328.348145
	Iteration 116Q: 3 clusters Score -8527691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38550 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -8527701.000000 Penalty: 5328.348145
	Iteration 117Q: 3 clusters Score -8527701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -8527686.000000 Penalty: 5328.348145
	Iteration 118Q: 3 clusters Score -8527686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -8527686.000000 Penalty: 5328.348145
	Iteration 119Q: 3 clusters Score -8527686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -8527698.000000 Penalty: 5328.348145
	Iteration 120F: 3 clusters Score -8527698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -8527687.000000 Penalty: 5328.348145
	Iteration 121Q: 3 clusters Score -8527687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38565 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -8527687.000000 Penalty: 5328.348145
	Iteration 122F: 3 clusters Score -8527687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (45990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45990 members 
Entering Unmasked Estep 
Score: -8465952.000000 Penalty: 2662.572510
	Iteration 0F: 2 clusters Score -8465952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -8436534.000000 Penalty: 5325.145020
	Iteration 0F: 3 clusters Score -8436534 nChanged 21137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -8448109.000000 Penalty: 5325.145020
	Iteration 1F: 3 clusters Score -8448109 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -8448604.000000 Penalty: 5325.145020
	Iteration 2Q: 3 clusters Score -8448604 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -8448903.000000 Penalty: 5325.145020
	Iteration 3Q: 3 clusters Score -8448903 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -8449177.000000 Penalty: 5325.145020
	Iteration 4Q: 3 clusters Score -8449177 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -8449404.000000 Penalty: 5325.145020
	Iteration 5Q: 3 clusters Score -8449404 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -8449616.000000 Penalty: 5325.145020
	Iteration 6Q: 3 clusters Score -8449616 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -8449827.000000 Penalty: 5325.145020
	Iteration 7Q: 3 clusters Score -8449827 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -8449996.000000 Penalty: 5325.145020
	Iteration 8Q: 3 clusters Score -8449996 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -8450162.000000 Penalty: 5325.145020
	Iteration 9Q: 3 clusters Score -8450162 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -8450388.000000 Penalty: 5325.145020
	Iteration 10Q: 3 clusters Score -8450388 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -8450618.000000 Penalty: 5325.145020
	Iteration 11Q: 3 clusters Score -8450618 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -8450944.000000 Penalty: 5325.145020
	Iteration 12Q: 3 clusters Score -8450944 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -8451472.000000 Penalty: 5325.145020
	Iteration 13Q: 3 clusters Score -8451472 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -8452266.000000 Penalty: 5325.145020
	Iteration 14Q: 3 clusters Score -8452266 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 28171 members 
Entering Unmasked Estep 
Score: -8453383.000000 Penalty: 5325.145020
	Iteration 15Q: 3 clusters Score -8453383 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -8454876.000000 Penalty: 5325.145020
	Iteration 16Q: 3 clusters Score -8454876 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 30254 members 
Entering Unmasked Estep 
Score: -8456456.000000 Penalty: 5325.145020
	Iteration 17Q: 3 clusters Score -8456456 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -8457618.000000 Penalty: 5325.145020
	Iteration 18Q: 3 clusters Score -8457618 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -8458214.000000 Penalty: 5325.145020
	Iteration 19Q: 3 clusters Score -8458214 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -8458506.000000 Penalty: 5325.145020
	Iteration 20F: 3 clusters Score -8458506 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 32240 members 
Entering Unmasked Estep 
Score: -8458671.000000 Penalty: 5325.145020
	Iteration 21Q: 3 clusters Score -8458671 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -8458814.000000 Penalty: 5325.145020
	Iteration 22Q: 3 clusters Score -8458814 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -8458948.000000 Penalty: 5325.145020
	Iteration 23Q: 3 clusters Score -8458948 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -8459080.000000 Penalty: 5325.145020
	Iteration 24Q: 3 clusters Score -8459080 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -8459225.000000 Penalty: 5325.145020
	Iteration 25Q: 3 clusters Score -8459225 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -8459339.000000 Penalty: 5325.145020
	Iteration 26Q: 3 clusters Score -8459339 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -8459456.000000 Penalty: 5325.145020
	Iteration 27Q: 3 clusters Score -8459456 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -8459591.000000 Penalty: 5325.145020
	Iteration 28Q: 3 clusters Score -8459591 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -8459751.000000 Penalty: 5325.145020
	Iteration 29Q: 3 clusters Score -8459751 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -8459945.000000 Penalty: 5325.145020
	Iteration 30Q: 3 clusters Score -8459945 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -8460212.000000 Penalty: 5325.145020
	Iteration 31Q: 3 clusters Score -8460212 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -8460469.000000 Penalty: 5325.145020
	Iteration 32Q: 3 clusters Score -8460469 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -8460682.000000 Penalty: 5325.145020
	Iteration 33Q: 3 clusters Score -8460682 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 36342 members 
Entering Unmasked Estep 
Score: -8460877.000000 Penalty: 5325.145020
	Iteration 34Q: 3 clusters Score -8460877 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -8461043.000000 Penalty: 5325.145020
	Iteration 35Q: 3 clusters Score -8461043 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -8461229.000000 Penalty: 5325.145020
	Iteration 36Q: 3 clusters Score -8461229 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
Score: -8461382.000000 Penalty: 5325.145020
	Iteration 37Q: 3 clusters Score -8461382 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 37608 members 
Entering Unmasked Estep 
Score: -8461574.000000 Penalty: 5325.145020
	Iteration 38Q: 3 clusters Score -8461574 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 37957 members 
Entering Unmasked Estep 
Score: -8461763.000000 Penalty: 5325.145020
	Iteration 39Q: 3 clusters Score -8461763 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -8461914.000000 Penalty: 5325.145020
	Iteration 40F: 3 clusters Score -8461914 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 38802 members 
Entering Unmasked Estep 
Score: -8462073.000000 Penalty: 5325.145020
	Iteration 41Q: 3 clusters Score -8462073 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -8462258.000000 Penalty: 5325.145020
	Iteration 42Q: 3 clusters Score -8462258 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
Score: -8462442.000000 Penalty: 5325.145020
	Iteration 43Q: 3 clusters Score -8462442 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -8462596.000000 Penalty: 5325.145020
	Iteration 44Q: 3 clusters Score -8462596 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
Score: -8462720.000000 Penalty: 5325.145020
	Iteration 45Q: 3 clusters Score -8462720 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 41665 members 
Entering Unmasked Estep 
Score: -8462922.000000 Penalty: 5325.145020
	Iteration 46Q: 3 clusters Score -8462922 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 42257 members 
Entering Unmasked Estep 
Score: -8463105.000000 Penalty: 5325.145020
	Iteration 47Q: 3 clusters Score -8463105 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 42786 members 
Entering Unmasked Estep 
Score: -8463264.000000 Penalty: 5325.145020
	Iteration 48Q: 3 clusters Score -8463264 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -8463390.000000 Penalty: 5325.145020
	Iteration 49Q: 3 clusters Score -8463390 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 43641 members 
Entering Unmasked Estep 
Score: -8463454.000000 Penalty: 5325.145020
	Iteration 50Q: 3 clusters Score -8463454 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 43983 members 
Entering Unmasked Estep 
Score: -8463515.000000 Penalty: 5325.145020
	Iteration 51Q: 3 clusters Score -8463515 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 44270 members 
Entering Unmasked Estep 
Score: -8463572.000000 Penalty: 5325.145020
	Iteration 52Q: 3 clusters Score -8463572 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -8463659.000000 Penalty: 5325.145020
	Iteration 53Q: 3 clusters Score -8463659 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 44693 members 
Entering Unmasked Estep 
Score: -8463717.000000 Penalty: 5325.145020
	Iteration 54Q: 3 clusters Score -8463717 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 44819 members 
Entering Unmasked Estep 
Score: -8463759.000000 Penalty: 5325.145020
	Iteration 55Q: 3 clusters Score -8463759 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 44923 members 
Entering Unmasked Estep 
Score: -8463789.000000 Penalty: 5325.145020
	Iteration 56Q: 3 clusters Score -8463789 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 45014 members 
Entering Unmasked Estep 
Score: -8463825.000000 Penalty: 5325.145020
	Iteration 57Q: 3 clusters Score -8463825 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -8463845.000000 Penalty: 5325.145020
	Iteration 58Q: 3 clusters Score -8463845 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 45120 members 
Entering Unmasked Estep 
Score: -8463861.000000 Penalty: 5325.145020
	Iteration 59Q: 3 clusters Score -8463861 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -8463871.000000 Penalty: 5325.145020
	Iteration 60F: 3 clusters Score -8463871 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -8463885.000000 Penalty: 5325.145020
	Iteration 61Q: 3 clusters Score -8463885 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 45205 members 
Entering Unmasked Estep 
Score: -8463890.000000 Penalty: 5325.145020
	Iteration 62Q: 3 clusters Score -8463890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 45226 members 
Entering Unmasked Estep 
Score: -8463903.000000 Penalty: 5325.145020
	Iteration 63Q: 3 clusters Score -8463903 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 45241 members 
Entering Unmasked Estep 
Score: -8463905.000000 Penalty: 5325.145020
	Iteration 64Q: 3 clusters Score -8463905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 45256 members 
Entering Unmasked Estep 
Score: -8463915.000000 Penalty: 5325.145020
	Iteration 65Q: 3 clusters Score -8463915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 45271 members 
Entering Unmasked Estep 
Score: -8463927.000000 Penalty: 5325.145020
	Iteration 66Q: 3 clusters Score -8463927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 45284 members 
Entering Unmasked Estep 
Score: -8463933.000000 Penalty: 5325.145020
	Iteration 67Q: 3 clusters Score -8463933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 45295 members 
Entering Unmasked Estep 
Score: -8463929.000000 Penalty: 5325.145020
	Iteration 68Q: 3 clusters Score -8463929 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 45309 members 
Entering Unmasked Estep 
Score: -8463931.000000 Penalty: 5325.145020
	Iteration 69Q: 3 clusters Score -8463931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -8463938.000000 Penalty: 5325.145020
	Iteration 70Q: 3 clusters Score -8463938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 45322 members 
Entering Unmasked Estep 
Score: -8463934.000000 Penalty: 5325.145020
	Iteration 71Q: 3 clusters Score -8463934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 45325 members 
Entering Unmasked Estep 
Score: -8463938.000000 Penalty: 5325.145020
	Iteration 72Q: 3 clusters Score -8463938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 45328 members 
Entering Unmasked Estep 
Score: -8463932.000000 Penalty: 5325.145020
	Iteration 73Q: 3 clusters Score -8463932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 45332 members 
Entering Unmasked Estep 
Score: -8463933.000000 Penalty: 5325.145020
	Iteration 74Q: 3 clusters Score -8463933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 45337 members 
Entering Unmasked Estep 
Score: -8463933.000000 Penalty: 5325.145020
	Iteration 75Q: 3 clusters Score -8463933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -8463933.000000 Penalty: 5325.145020
	Iteration 76Q: 3 clusters Score -8463933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -8463932.000000 Penalty: 5325.145020
	Iteration 77Q: 3 clusters Score -8463932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 45348 members 
Entering Unmasked Estep 
Score: -8463933.000000 Penalty: 5325.145020
	Iteration 78Q: 3 clusters Score -8463933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 45356 members 
Entering Unmasked Estep 
Score: -8463933.000000 Penalty: 5325.145020
	Iteration 79Q: 3 clusters Score -8463933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 45357 members 
Entering Unmasked Estep 
Score: -8463939.000000 Penalty: 5325.145020
	Iteration 80F: 3 clusters Score -8463939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 45358 members 
Entering Unmasked Estep 
Score: -8463936.000000 Penalty: 5325.145020
	Iteration 81Q: 3 clusters Score -8463936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 45360 members 
Entering Unmasked Estep 
Score: -8463928.000000 Penalty: 5325.145020
	Iteration 82Q: 3 clusters Score -8463928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 45361 members 
Entering Unmasked Estep 
Score: -8463928.000000 Penalty: 5325.145020
	Iteration 83Q: 3 clusters Score -8463928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -8463930.000000 Penalty: 5325.145020
	Iteration 84Q: 3 clusters Score -8463930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 45366 members 
Entering Unmasked Estep 
Score: -8463939.000000 Penalty: 5325.145020
	Iteration 85Q: 3 clusters Score -8463939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 45368 members 
Entering Unmasked Estep 
Score: -8463947.000000 Penalty: 5325.145020
	Iteration 86Q: 3 clusters Score -8463947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 45372 members 
Entering Unmasked Estep 
Score: -8463948.000000 Penalty: 5325.145020
	Iteration 87Q: 3 clusters Score -8463948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -8463948.000000 Penalty: 5325.145020
	Iteration 88Q: 3 clusters Score -8463948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 45378 members 
Entering Unmasked Estep 
Score: -8463950.000000 Penalty: 5325.145020
	Iteration 89Q: 3 clusters Score -8463950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 45378 members 
Entering Unmasked Estep 
Score: -8463950.000000 Penalty: 5325.145020
	Iteration 90F: 3 clusters Score -8463950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (46135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46135 members 
Entering Unmasked Estep 
Score: -8481251.000000 Penalty: 2663.353271
	Iteration 0F: 2 clusters Score -8481251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -8451248.000000 Penalty: 5326.706543
	Iteration 0F: 3 clusters Score -8451248 nChanged 21193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23551 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -8462837.000000 Penalty: 5326.706543
	Iteration 1F: 3 clusters Score -8462837 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -8463334.000000 Penalty: 5326.706543
	Iteration 2Q: 3 clusters Score -8463334 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -8463808.000000 Penalty: 5326.706543
	Iteration 3Q: 3 clusters Score -8463808 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25036 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -8464375.000000 Penalty: 5326.706543
	Iteration 4Q: 3 clusters Score -8464375 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -8464906.000000 Penalty: 5326.706543
	Iteration 5Q: 3 clusters Score -8464906 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -8465592.000000 Penalty: 5326.706543
	Iteration 6Q: 3 clusters Score -8465592 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -8466557.000000 Penalty: 5326.706543
	Iteration 7Q: 3 clusters Score -8466557 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -8467979.000000 Penalty: 5326.706543
	Iteration 8F: 3 clusters Score -8467979 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -8469859.000000 Penalty: 5326.706543
	Iteration 9F: 3 clusters Score -8469859 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37035 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -8472018.000000 Penalty: 5326.706543
	Iteration 10F: 3 clusters Score -8472018 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -8474372.000000 Penalty: 5326.706543
	Iteration 11F: 3 clusters Score -8474372 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -8476454.000000 Penalty: 5326.706543
	Iteration 12F: 3 clusters Score -8476454 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44090 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -8477691.000000 Penalty: 5326.706543
	Iteration 13Q: 3 clusters Score -8477691 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44992 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -8478342.000000 Penalty: 5326.706543
	Iteration 14Q: 3 clusters Score -8478342 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45427 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -8478651.000000 Penalty: 5326.706543
	Iteration 15Q: 3 clusters Score -8478651 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45620 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -8478804.000000 Penalty: 5326.706543
	Iteration 16Q: 3 clusters Score -8478804 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -8478893.000000 Penalty: 5326.706543
	Iteration 17Q: 3 clusters Score -8478893 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -8478945.000000 Penalty: 5326.706543
	Iteration 18Q: 3 clusters Score -8478945 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45780 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8478978.000000 Penalty: 5326.706543
	Iteration 19Q: 3 clusters Score -8478978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45796 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -8479012.000000 Penalty: 5326.706543
	Iteration 20F: 3 clusters Score -8479012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45810 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -8479029.000000 Penalty: 5326.706543
	Iteration 21Q: 3 clusters Score -8479029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45817 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -8479044.000000 Penalty: 5326.706543
	Iteration 22Q: 3 clusters Score -8479044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -8479061.000000 Penalty: 5326.706543
	Iteration 23Q: 3 clusters Score -8479061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45828 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8479063.000000 Penalty: 5326.706543
	Iteration 24Q: 3 clusters Score -8479063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8479064.000000 Penalty: 5326.706543
	Iteration 25Q: 3 clusters Score -8479064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45840 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8479079.000000 Penalty: 5326.706543
	Iteration 26Q: 3 clusters Score -8479079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45842 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8479086.000000 Penalty: 5326.706543
	Iteration 27Q: 3 clusters Score -8479086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45841 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8479092.000000 Penalty: 5326.706543
	Iteration 28Q: 3 clusters Score -8479092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45843 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8479099.000000 Penalty: 5326.706543
	Iteration 29Q: 3 clusters Score -8479099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8479100.000000 Penalty: 5326.706543
	Iteration 30Q: 3 clusters Score -8479100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8479100.000000 Penalty: 5326.706543
	Iteration 31F: 3 clusters Score -8479100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (46256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46256 members 
Entering Unmasked Estep 
Score: -8477219.000000 Penalty: 2664.002686
	Iteration 0F: 2 clusters Score -8477219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -8447488.000000 Penalty: 5328.005371
	Iteration 0F: 3 clusters Score -8447488 nChanged 21381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 21341 members 
Entering Unmasked Estep 
Score: -8459229.000000 Penalty: 5328.005371
	Iteration 1F: 3 clusters Score -8459229 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -8459837.000000 Penalty: 5328.005371
	Iteration 2Q: 3 clusters Score -8459837 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -8460615.000000 Penalty: 5328.005371
	Iteration 3Q: 3 clusters Score -8460615 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -8461700.000000 Penalty: 5328.005371
	Iteration 4F: 3 clusters Score -8461700 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -8463397.000000 Penalty: 5328.005371
	Iteration 5F: 3 clusters Score -8463397 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -8466066.000000 Penalty: 5328.005371
	Iteration 6F: 3 clusters Score -8466066 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -8469425.000000 Penalty: 5328.005371
	Iteration 7F: 3 clusters Score -8469425 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42701 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -8472227.000000 Penalty: 5328.005371
	Iteration 8F: 3 clusters Score -8472227 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -8473834.000000 Penalty: 5328.005371
	Iteration 9Q: 3 clusters Score -8473834 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45607 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -8474426.000000 Penalty: 5328.005371
	Iteration 10Q: 3 clusters Score -8474426 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -8474683.000000 Penalty: 5328.005371
	Iteration 11Q: 3 clusters Score -8474683 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45964 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8474762.000000 Penalty: 5328.005371
	Iteration 12Q: 3 clusters Score -8474762 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45999 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8474827.000000 Penalty: 5328.005371
	Iteration 13Q: 3 clusters Score -8474827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46010 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8474849.000000 Penalty: 5328.005371
	Iteration 14Q: 3 clusters Score -8474849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -8474869.000000 Penalty: 5328.005371
	Iteration 15Q: 3 clusters Score -8474869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -8474879.000000 Penalty: 5328.005371
	Iteration 16Q: 3 clusters Score -8474879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -8474893.000000 Penalty: 5328.005371
	Iteration 17Q: 3 clusters Score -8474893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46028 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -8474907.000000 Penalty: 5328.005371
	Iteration 18Q: 3 clusters Score -8474907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46033 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -8474917.000000 Penalty: 5328.005371
	Iteration 19Q: 3 clusters Score -8474917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46034 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -8474925.000000 Penalty: 5328.005371
	Iteration 20F: 3 clusters Score -8474925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -8474929.000000 Penalty: 5328.005371
	Iteration 21Q: 3 clusters Score -8474929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46036 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -8474933.000000 Penalty: 5328.005371
	Iteration 22Q: 3 clusters Score -8474933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46037 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -8474931.000000 Penalty: 5328.005371
	Iteration 23Q: 3 clusters Score -8474931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46039 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -8474933.000000 Penalty: 5328.005371
	Iteration 24Q: 3 clusters Score -8474933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46042 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8474939.000000 Penalty: 5328.005371
	Iteration 25Q: 3 clusters Score -8474939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46042 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -8474939.000000 Penalty: 5328.005371
	Iteration 26F: 3 clusters Score -8474939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Entering Unmasked Estep 
Score: -1868422.875000 Penalty: 2290.723389
	Iteration 0F: 2 clusters Score -1868423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1860583.750000 Penalty: 4581.446777
	Iteration 0F: 3 clusters Score -1860584 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1863186.750000 Penalty: 4581.446777
	Iteration 1F: 3 clusters Score -1863187 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1863993.750000 Penalty: 4581.446777
	Iteration 2F: 3 clusters Score -1863994 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1864774.000000 Penalty: 4581.446777
	Iteration 3F: 3 clusters Score -1864774 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1865474.375000 Penalty: 4581.446777
	Iteration 4F: 3 clusters Score -1865474 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1866009.875000 Penalty: 4581.446777
	Iteration 5F: 3 clusters Score -1866010 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1866398.500000 Penalty: 4581.446777
	Iteration 6Q: 3 clusters Score -1866398 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1866671.500000 Penalty: 4581.446777
	Iteration 7Q: 3 clusters Score -1866672 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1866881.375000 Penalty: 4581.446777
	Iteration 8Q: 3 clusters Score -1866881 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1867027.125000 Penalty: 4581.446777
	Iteration 9Q: 3 clusters Score -1867027 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1867116.625000 Penalty: 4581.446777
	Iteration 10Q: 3 clusters Score -1867117 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1867187.125000 Penalty: 4581.446777
	Iteration 11Q: 3 clusters Score -1867187 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1867209.375000 Penalty: 4581.446777
	Iteration 12Q: 3 clusters Score -1867209 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1867232.000000 Penalty: 4581.446777
	Iteration 13Q: 3 clusters Score -1867232 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1867242.750000 Penalty: 4581.446777
	Iteration 14Q: 3 clusters Score -1867243 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1867246.000000 Penalty: 4581.446777
	Iteration 15Q: 3 clusters Score -1867246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1867251.000000 Penalty: 4581.446777
	Iteration 16Q: 3 clusters Score -1867251 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1867256.875000 Penalty: 4581.446777
	Iteration 17Q: 3 clusters Score -1867257 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1867258.500000 Penalty: 4581.446777
	Iteration 18Q: 3 clusters Score -1867258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1867262.500000 Penalty: 4581.446777
	Iteration 19Q: 3 clusters Score -1867262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1867265.500000 Penalty: 4581.446777
	Iteration 20F: 3 clusters Score -1867266 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1867269.625000 Penalty: 4581.446777
	Iteration 21Q: 3 clusters Score -1867270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1867271.500000 Penalty: 4581.446777
	Iteration 22Q: 3 clusters Score -1867272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1867275.375000 Penalty: 4581.446777
	Iteration 23Q: 3 clusters Score -1867275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1867275.000000 Penalty: 4581.446777
	Iteration 24Q: 3 clusters Score -1867275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1867280.625000 Penalty: 4581.446777
	Iteration 25Q: 3 clusters Score -1867281 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1867278.000000 Penalty: 4581.446777
	Iteration 26Q: 3 clusters Score -1867278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1867279.250000 Penalty: 4581.446777
	Iteration 27Q: 3 clusters Score -1867279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1867279.000000 Penalty: 4581.446777
	Iteration 28Q: 3 clusters Score -1867279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1867279.750000 Penalty: 4581.446777
	Iteration 29Q: 3 clusters Score -1867280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1867281.125000 Penalty: 4581.446777
	Iteration 30Q: 3 clusters Score -1867281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1867281.500000 Penalty: 4581.446777
	Iteration 31Q: 3 clusters Score -1867282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1867281.500000 Penalty: 4581.446777
	Iteration 32F: 3 clusters Score -1867282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Entering Unmasked Estep 
Score: -2282169.250000 Penalty: 2339.285645
	Iteration 0F: 2 clusters Score -2282169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -2272947.250000 Penalty: 4678.571289
	Iteration 0F: 3 clusters Score -2272947 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2276020.000000 Penalty: 4678.571289
	Iteration 1F: 3 clusters Score -2276020 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2276901.250000 Penalty: 4678.571289
	Iteration 2F: 3 clusters Score -2276901 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -2277860.500000 Penalty: 4678.571289
	Iteration 3F: 3 clusters Score -2277860 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2278876.000000 Penalty: 4678.571289
	Iteration 4F: 3 clusters Score -2278876 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -2279771.500000 Penalty: 4678.571289
	Iteration 5F: 3 clusters Score -2279772 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2280482.000000 Penalty: 4678.571289
	Iteration 6F: 3 clusters Score -2280482 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -2280956.750000 Penalty: 4678.571289
	Iteration 7Q: 3 clusters Score -2280957 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -2281171.750000 Penalty: 4678.571289
	Iteration 8Q: 3 clusters Score -2281172 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -2281242.250000 Penalty: 4678.571289
	Iteration 9Q: 3 clusters Score -2281242 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2281264.750000 Penalty: 4678.571289
	Iteration 10Q: 3 clusters Score -2281265 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2281277.750000 Penalty: 4678.571289
	Iteration 11Q: 3 clusters Score -2281278 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2281293.250000 Penalty: 4678.571289
	Iteration 12Q: 3 clusters Score -2281293 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -2281306.000000 Penalty: 4678.571289
	Iteration 13Q: 3 clusters Score -2281306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -2281310.000000 Penalty: 4678.571289
	Iteration 14Q: 3 clusters Score -2281310 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -2281307.000000 Penalty: 4678.571289
	Iteration 15Q: 3 clusters Score -2281307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2281307.750000 Penalty: 4678.571289
	Iteration 16Q: 3 clusters Score -2281308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -2281312.500000 Penalty: 4678.571289
	Iteration 17Q: 3 clusters Score -2281312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2281316.000000 Penalty: 4678.571289
	Iteration 18Q: 3 clusters Score -2281316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -2281321.500000 Penalty: 4678.571289
	Iteration 19Q: 3 clusters Score -2281322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2281322.750000 Penalty: 4678.571289
	Iteration 20F: 3 clusters Score -2281323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -2281323.000000 Penalty: 4678.571289
	Iteration 21Q: 3 clusters Score -2281323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -2281320.500000 Penalty: 4678.571289
	Iteration 22Q: 3 clusters Score -2281320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -2281321.500000 Penalty: 4678.571289
	Iteration 23Q: 3 clusters Score -2281322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -2281321.000000 Penalty: 4678.571289
	Iteration 24Q: 3 clusters Score -2281321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -2281320.250000 Penalty: 4678.571289
	Iteration 25Q: 3 clusters Score -2281320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -2281324.250000 Penalty: 4678.571289
	Iteration 26Q: 3 clusters Score -2281324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -2281324.750000 Penalty: 4678.571289
	Iteration 27Q: 3 clusters Score -2281325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2281328.750000 Penalty: 4678.571289
	Iteration 28Q: 3 clusters Score -2281329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -2281331.250000 Penalty: 4678.571289
	Iteration 29Q: 3 clusters Score -2281331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2281326.750000 Penalty: 4678.571289
	Iteration 30Q: 3 clusters Score -2281327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2281330.000000 Penalty: 4678.571289
	Iteration 31Q: 3 clusters Score -2281330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2281331.750000 Penalty: 4678.571289
	Iteration 32Q: 3 clusters Score -2281332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2281331.750000 Penalty: 4678.571289
	Iteration 33F: 3 clusters Score -2281332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -67562.851562 Penalty: 1428.988770
	Iteration 0F: 2 clusters Score -67562.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -66329.679688 Penalty: 2857.977539
	Iteration 0F: 3 clusters Score -66329.68 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -66473.773438 Penalty: 2857.977539
	Iteration 1F: 3 clusters Score -66473.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -66556.734375 Penalty: 2857.977539
	Iteration 2F: 3 clusters Score -66556.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -66604.187500 Penalty: 2857.977539
	Iteration 3F: 3 clusters Score -66604.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -66634.359375 Penalty: 2857.977539
	Iteration 4Q: 3 clusters Score -66634.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -66675.257812 Penalty: 2857.977539
	Iteration 5Q: 3 clusters Score -66675.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -66681.546875 Penalty: 2857.977539
	Iteration 6Q: 3 clusters Score -66681.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -66703.476562 Penalty: 2857.977539
	Iteration 7Q: 3 clusters Score -66703.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -66711.070312 Penalty: 2857.977539
	Iteration 8Q: 3 clusters Score -66711.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -66711.070312 Penalty: 2857.977539
	Iteration 9F: 3 clusters Score -66711.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -67609.437500 Penalty: 1516.741211
	Iteration 0F: 2 clusters Score -67609.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -66259.476562 Penalty: 3033.482422
	Iteration 0F: 3 clusters Score -66259.48 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -66576.703125 Penalty: 3033.482422
	Iteration 1F: 3 clusters Score -66576.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -66773.656250 Penalty: 3033.482422
	Iteration 2F: 3 clusters Score -66773.66 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -66933.468750 Penalty: 3033.482422
	Iteration 3F: 3 clusters Score -66933.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -67026.539062 Penalty: 3033.482422
	Iteration 4Q: 3 clusters Score -67026.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -67079.289062 Penalty: 3033.482422
	Iteration 5Q: 3 clusters Score -67079.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -67104.757812 Penalty: 3033.482422
	Iteration 6Q: 3 clusters Score -67104.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -67120.210938 Penalty: 3033.482422
	Iteration 7Q: 3 clusters Score -67120.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -67129.226562 Penalty: 3033.482422
	Iteration 8Q: 3 clusters Score -67129.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -67145.992188 Penalty: 3033.482422
	Iteration 9Q: 3 clusters Score -67145.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -67198.234375 Penalty: 3033.482422
	Iteration 10Q: 3 clusters Score -67198.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -67228.875000 Penalty: 3033.482422
	Iteration 11Q: 3 clusters Score -67228.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -67296.734375 Penalty: 3033.482422
	Iteration 12Q: 3 clusters Score -67296.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -67370.437500 Penalty: 3033.482422
	Iteration 13Q: 3 clusters Score -67370.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -67444.000000 Penalty: 3033.482422
	Iteration 14Q: 3 clusters Score -67444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -67479.679688 Penalty: 3033.482422
	Iteration 15Q: 3 clusters Score -67479.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -67506.250000 Penalty: 3033.482422
	Iteration 16Q: 3 clusters Score -67506.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -67523.312500 Penalty: 3033.482422
	Iteration 17Q: 3 clusters Score -67523.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -67524.914062 Penalty: 3033.482422
	Iteration 18Q: 3 clusters Score -67524.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -67524.914062 Penalty: 3033.482422
	Iteration 19F: 3 clusters Score -67524.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (46677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46677 members 
Entering Unmasked Estep 
Score: -8531020.000000 Penalty: 2666.249756
	Iteration 0F: 2 clusters Score -8531020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -8500717.000000 Penalty: 5332.499512
	Iteration 0F: 3 clusters Score -8500717 nChanged 21319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -8512420.000000 Penalty: 5332.499512
	Iteration 1F: 3 clusters Score -8512420 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -8512941.000000 Penalty: 5332.499512
	Iteration 2Q: 3 clusters Score -8512941 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -8513379.000000 Penalty: 5332.499512
	Iteration 3Q: 3 clusters Score -8513379 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -8513786.000000 Penalty: 5332.499512
	Iteration 4Q: 3 clusters Score -8513786 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -8514245.000000 Penalty: 5332.499512
	Iteration 5Q: 3 clusters Score -8514245 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -8514807.000000 Penalty: 5332.499512
	Iteration 6Q: 3 clusters Score -8514807 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -8515634.000000 Penalty: 5332.499512
	Iteration 7Q: 3 clusters Score -8515634 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -8516905.000000 Penalty: 5332.499512
	Iteration 8F: 3 clusters Score -8516905 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -8518617.000000 Penalty: 5332.499512
	Iteration 9F: 3 clusters Score -8518617 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 36566 members 
Entering Unmasked Estep 
Score: -8521059.000000 Penalty: 5332.499512
	Iteration 10F: 3 clusters Score -8521059 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -8523721.000000 Penalty: 5332.499512
	Iteration 11F: 3 clusters Score -8523721 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 42363 members 
Entering Unmasked Estep 
Score: -8525886.000000 Penalty: 5332.499512
	Iteration 12F: 3 clusters Score -8525886 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
Score: -8527295.000000 Penalty: 5332.499512
	Iteration 13Q: 3 clusters Score -8527295 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 45232 members 
Entering Unmasked Estep 
Score: -8528112.000000 Penalty: 5332.499512
	Iteration 14Q: 3 clusters Score -8528112 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 45807 members 
Entering Unmasked Estep 
Score: -8528461.000000 Penalty: 5332.499512
	Iteration 15Q: 3 clusters Score -8528461 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -8528666.000000 Penalty: 5332.499512
	Iteration 16Q: 3 clusters Score -8528666 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 46183 members 
Entering Unmasked Estep 
Score: -8528781.000000 Penalty: 5332.499512
	Iteration 17Q: 3 clusters Score -8528781 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 46242 members 
Entering Unmasked Estep 
Score: -8528813.000000 Penalty: 5332.499512
	Iteration 18Q: 3 clusters Score -8528813 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 46274 members 
Entering Unmasked Estep 
Score: -8528846.000000 Penalty: 5332.499512
	Iteration 19Q: 3 clusters Score -8528846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 46294 members 
Entering Unmasked Estep 
Score: -8528865.000000 Penalty: 5332.499512
	Iteration 20F: 3 clusters Score -8528865 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 46304 members 
Entering Unmasked Estep 
Score: -8528870.000000 Penalty: 5332.499512
	Iteration 21Q: 3 clusters Score -8528870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 46311 members 
Entering Unmasked Estep 
Score: -8528876.000000 Penalty: 5332.499512
	Iteration 22Q: 3 clusters Score -8528876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 46322 members 
Entering Unmasked Estep 
Score: -8528882.000000 Penalty: 5332.499512
	Iteration 23Q: 3 clusters Score -8528882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 46331 members 
Entering Unmasked Estep 
Score: -8528897.000000 Penalty: 5332.499512
	Iteration 24Q: 3 clusters Score -8528897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 46331 members 
Entering Unmasked Estep 
Score: -8528897.000000 Penalty: 5332.499512
	Iteration 25Q: 3 clusters Score -8528897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 46331 members 
Entering Unmasked Estep 
Score: -8528902.000000 Penalty: 5332.499512
	Iteration 26Q: 3 clusters Score -8528902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 46333 members 
Entering Unmasked Estep 
Score: -8528904.000000 Penalty: 5332.499512
	Iteration 27Q: 3 clusters Score -8528904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 46333 members 
Entering Unmasked Estep 
Score: -8528904.000000 Penalty: 5332.499512
	Iteration 28F: 3 clusters Score -8528904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 1870 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 42972 members 
Mstep: Class 5 contains 46507 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43622 members 
Mstep: Class 9 contains 45884 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 40479 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47078 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26007 members 
Mstep: Class 18 contains 26968 members 
Mstep: Class 19 contains 46288 members 
Mstep: Class 20 contains 45990 members 
Mstep: Class 21 contains 46135 members 
Mstep: Class 22 contains 46256 members 
Mstep: Class 23 contains 10268 members 
Mstep: Class 24 contains 12489 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 46677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238784.000000 Penalty: 89284.867188
Iteration 359Q: 28 clusters Score -1.112388e+08 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 34236 members 
Mstep: Class 2 contains 1869 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 42985 members 
Mstep: Class 5 contains 46451 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43615 members 
Mstep: Class 9 contains 45879 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 40486 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47087 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26001 members 
Mstep: Class 18 contains 26892 members 
Mstep: Class 19 contains 46297 members 
Mstep: Class 20 contains 45975 members 
Mstep: Class 21 contains 46218 members 
Mstep: Class 22 contains 46269 members 
Mstep: Class 23 contains 10281 members 
Mstep: Class 24 contains 12495 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 46706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238880.000000 Penalty: 89284.867188
Iteration 360F: 28 clusters Score -1.112389e+08 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 1870 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 42998 members 
Mstep: Class 5 contains 46405 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43618 members 
Mstep: Class 9 contains 45853 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1277 members 
Mstep: Class 13 contains 40485 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47106 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26001 members 
Mstep: Class 18 contains 26796 members 
Mstep: Class 19 contains 46358 members 
Mstep: Class 20 contains 45972 members 
Mstep: Class 21 contains 46264 members 
Mstep: Class 22 contains 46289 members 
Mstep: Class 23 contains 10287 members 
Mstep: Class 24 contains 12503 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 46722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238904.000000 Penalty: 89284.867188
Iteration 361Q: 28 clusters Score -1.112389e+08 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 1874 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43004 members 
Mstep: Class 5 contains 46382 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43637 members 
Mstep: Class 9 contains 45837 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1276 members 
Mstep: Class 13 contains 40471 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47119 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26001 members 
Mstep: Class 18 contains 26692 members 
Mstep: Class 19 contains 46401 members 
Mstep: Class 20 contains 45979 members 
Mstep: Class 21 contains 46313 members 
Mstep: Class 22 contains 46311 members 
Mstep: Class 23 contains 10293 members 
Mstep: Class 24 contains 12507 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 46746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239224.000000 Penalty: 89284.867188
Iteration 362Q: 28 clusters Score -1.112392e+08 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 1866 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43000 members 
Mstep: Class 5 contains 46392 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43668 members 
Mstep: Class 9 contains 45801 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1275 members 
Mstep: Class 13 contains 40443 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47135 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 26001 members 
Mstep: Class 18 contains 26616 members 
Mstep: Class 19 contains 46435 members 
Mstep: Class 20 contains 45977 members 
Mstep: Class 21 contains 46358 members 
Mstep: Class 22 contains 46335 members 
Mstep: Class 23 contains 10301 members 
Mstep: Class 24 contains 12515 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 46756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239144.000000 Penalty: 89284.867188
Iteration 363Q: 28 clusters Score -1.112391e+08 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 34130 members 
Mstep: Class 2 contains 1862 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43010 members 
Mstep: Class 5 contains 46406 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43672 members 
Mstep: Class 9 contains 45769 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1275 members 
Mstep: Class 13 contains 40414 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47133 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25994 members 
Mstep: Class 18 contains 26530 members 
Mstep: Class 19 contains 46497 members 
Mstep: Class 20 contains 45966 members 
Mstep: Class 21 contains 46407 members 
Mstep: Class 22 contains 46366 members 
Mstep: Class 23 contains 10304 members 
Mstep: Class 24 contains 12511 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 46774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239072.000000 Penalty: 89284.867188
Iteration 364Q: 28 clusters Score -1.112391e+08 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 34113 members 
Mstep: Class 2 contains 1865 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43017 members 
Mstep: Class 5 contains 46375 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43722 members 
Mstep: Class 9 contains 45729 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 40397 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47126 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25989 members 
Mstep: Class 18 contains 26477 members 
Mstep: Class 19 contains 46536 members 
Mstep: Class 20 contains 45953 members 
Mstep: Class 21 contains 46452 members 
Mstep: Class 22 contains 46390 members 
Mstep: Class 23 contains 10310 members 
Mstep: Class 24 contains 12506 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 46789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239112.000000 Penalty: 89284.867188
Iteration 365Q: 28 clusters Score -1.112391e+08 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 1877 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 42999 members 
Mstep: Class 5 contains 46369 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43766 members 
Mstep: Class 9 contains 45698 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 40384 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47126 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25982 members 
Mstep: Class 18 contains 26425 members 
Mstep: Class 19 contains 46530 members 
Mstep: Class 20 contains 45927 members 
Mstep: Class 21 contains 46530 members 
Mstep: Class 22 contains 46400 members 
Mstep: Class 23 contains 10310 members 
Mstep: Class 24 contains 12504 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 46825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239224.000000 Penalty: 89284.867188
Iteration 366Q: 28 clusters Score -1.112392e+08 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 1882 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 42994 members 
Mstep: Class 5 contains 46310 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43801 members 
Mstep: Class 9 contains 45676 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 40368 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47121 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25985 members 
Mstep: Class 18 contains 26380 members 
Mstep: Class 19 contains 46568 members 
Mstep: Class 20 contains 45898 members 
Mstep: Class 21 contains 46572 members 
Mstep: Class 22 contains 46428 members 
Mstep: Class 23 contains 10307 members 
Mstep: Class 24 contains 12505 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 46878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239104.000000 Penalty: 89284.867188
Iteration 367Q: 28 clusters Score -1.112391e+08 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 1893 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 42966 members 
Mstep: Class 5 contains 46291 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43845 members 
Mstep: Class 9 contains 45663 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1275 members 
Mstep: Class 13 contains 40342 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47134 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25975 members 
Mstep: Class 18 contains 26333 members 
Mstep: Class 19 contains 46583 members 
Mstep: Class 20 contains 45889 members 
Mstep: Class 21 contains 46606 members 
Mstep: Class 22 contains 46445 members 
Mstep: Class 23 contains 10303 members 
Mstep: Class 24 contains 12508 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 46931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239016.000000 Penalty: 89284.867188
Iteration 368Q: 28 clusters Score -1.11239e+08 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 1894 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 42952 members 
Mstep: Class 5 contains 46295 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43890 members 
Mstep: Class 9 contains 45707 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1276 members 
Mstep: Class 13 contains 40315 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47153 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25972 members 
Mstep: Class 18 contains 26280 members 
Mstep: Class 19 contains 46569 members 
Mstep: Class 20 contains 45847 members 
Mstep: Class 21 contains 46602 members 
Mstep: Class 22 contains 46461 members 
Mstep: Class 23 contains 10301 members 
Mstep: Class 24 contains 12512 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 46972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238840.000000 Penalty: 89284.867188
Iteration 369Q: 28 clusters Score -1.112388e+08 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 1903 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 42941 members 
Mstep: Class 5 contains 46258 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43938 members 
Mstep: Class 9 contains 45742 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1275 members 
Mstep: Class 13 contains 40290 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47150 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25970 members 
Mstep: Class 18 contains 26221 members 
Mstep: Class 19 contains 46574 members 
Mstep: Class 20 contains 45854 members 
Mstep: Class 21 contains 46618 members 
Mstep: Class 22 contains 46496 members 
Mstep: Class 23 contains 10298 members 
Mstep: Class 24 contains 12502 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238608.000000 Penalty: 89284.867188
Iteration 370Q: 28 clusters Score -1.112386e+08 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33957 members 
Mstep: Class 2 contains 1920 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 42942 members 
Mstep: Class 5 contains 46213 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 44005 members 
Mstep: Class 9 contains 45784 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 40277 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47156 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25972 members 
Mstep: Class 18 contains 26146 members 
Mstep: Class 19 contains 46578 members 
Mstep: Class 20 contains 45843 members 
Mstep: Class 21 contains 46601 members 
Mstep: Class 22 contains 46518 members 
Mstep: Class 23 contains 10297 members 
Mstep: Class 24 contains 12493 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238648.000000 Penalty: 89284.867188
Iteration 371Q: 28 clusters Score -1.112386e+08 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 1937 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 42979 members 
Mstep: Class 5 contains 46207 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 44080 members 
Mstep: Class 9 contains 45786 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1275 members 
Mstep: Class 13 contains 40267 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47152 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25973 members 
Mstep: Class 18 contains 26069 members 
Mstep: Class 19 contains 46562 members 
Mstep: Class 20 contains 45824 members 
Mstep: Class 21 contains 46590 members 
Mstep: Class 22 contains 46541 members 
Mstep: Class 23 contains 10295 members 
Mstep: Class 24 contains 12486 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238400.000000 Penalty: 89284.867188
Iteration 372Q: 28 clusters Score -1.112384e+08 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 1950 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 42995 members 
Mstep: Class 5 contains 46205 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 44130 members 
Mstep: Class 9 contains 45802 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1275 members 
Mstep: Class 13 contains 40273 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47156 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25974 members 
Mstep: Class 18 contains 25997 members 
Mstep: Class 19 contains 46541 members 
Mstep: Class 20 contains 45814 members 
Mstep: Class 21 contains 46583 members 
Mstep: Class 22 contains 46559 members 
Mstep: Class 23 contains 10297 members 
Mstep: Class 24 contains 12475 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238608.000000 Penalty: 89284.867188
Iteration 373Q: 28 clusters Score -1.112386e+08 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 1957 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43034 members 
Mstep: Class 5 contains 46209 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 44176 members 
Mstep: Class 9 contains 45835 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1275 members 
Mstep: Class 13 contains 40272 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47154 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25971 members 
Mstep: Class 18 contains 25925 members 
Mstep: Class 19 contains 46547 members 
Mstep: Class 20 contains 45794 members 
Mstep: Class 21 contains 46569 members 
Mstep: Class 22 contains 46545 members 
Mstep: Class 23 contains 10297 members 
Mstep: Class 24 contains 12464 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238560.000000 Penalty: 89284.867188
Iteration 374Q: 28 clusters Score -1.112386e+08 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 1971 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43070 members 
Mstep: Class 5 contains 46222 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 44247 members 
Mstep: Class 9 contains 45866 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1275 members 
Mstep: Class 13 contains 40230 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47152 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25966 members 
Mstep: Class 18 contains 25871 members 
Mstep: Class 19 contains 46539 members 
Mstep: Class 20 contains 45777 members 
Mstep: Class 21 contains 46533 members 
Mstep: Class 22 contains 46533 members 
Mstep: Class 23 contains 10297 members 
Mstep: Class 24 contains 12452 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238784.000000 Penalty: 89284.867188
Iteration 375Q: 28 clusters Score -1.112388e+08 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 1984 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43107 members 
Mstep: Class 5 contains 46215 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 44286 members 
Mstep: Class 9 contains 45896 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1275 members 
Mstep: Class 13 contains 40203 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47169 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25955 members 
Mstep: Class 18 contains 25832 members 
Mstep: Class 19 contains 46541 members 
Mstep: Class 20 contains 45778 members 
Mstep: Class 21 contains 46488 members 
Mstep: Class 22 contains 46531 members 
Mstep: Class 23 contains 10304 members 
Mstep: Class 24 contains 12440 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238560.000000 Penalty: 89284.867188
Iteration 376Q: 28 clusters Score -1.112386e+08 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 1994 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43146 members 
Mstep: Class 5 contains 46228 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 44299 members 
Mstep: Class 9 contains 45928 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1275 members 
Mstep: Class 13 contains 40195 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47174 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25947 members 
Mstep: Class 18 contains 25781 members 
Mstep: Class 19 contains 46520 members 
Mstep: Class 20 contains 45794 members 
Mstep: Class 21 contains 46475 members 
Mstep: Class 22 contains 46532 members 
Mstep: Class 23 contains 10306 members 
Mstep: Class 24 contains 12420 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238600.000000 Penalty: 89284.867188
Iteration 377Q: 28 clusters Score -1.112386e+08 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 2002 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43187 members 
Mstep: Class 5 contains 46250 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 44294 members 
Mstep: Class 9 contains 45994 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1275 members 
Mstep: Class 13 contains 40183 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47169 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25944 members 
Mstep: Class 18 contains 25743 members 
Mstep: Class 19 contains 46530 members 
Mstep: Class 20 contains 45796 members 
Mstep: Class 21 contains 46452 members 
Mstep: Class 22 contains 46511 members 
Mstep: Class 23 contains 10309 members 
Mstep: Class 24 contains 12404 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238360.000000 Penalty: 89284.867188
Iteration 378Q: 28 clusters Score -1.112384e+08 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43258 members 
Mstep: Class 5 contains 46273 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 44250 members 
Mstep: Class 9 contains 46059 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 40162 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47166 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25945 members 
Mstep: Class 18 contains 25710 members 
Mstep: Class 19 contains 46553 members 
Mstep: Class 20 contains 45785 members 
Mstep: Class 21 contains 46432 members 
Mstep: Class 22 contains 46510 members 
Mstep: Class 23 contains 10312 members 
Mstep: Class 24 contains 12385 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238256.000000 Penalty: 89284.867188
Iteration 379Q: 28 clusters Score -1.112383e+08 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 2009 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43309 members 
Mstep: Class 5 contains 46288 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 44221 members 
Mstep: Class 9 contains 46109 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 40145 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47164 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25946 members 
Mstep: Class 18 contains 25675 members 
Mstep: Class 19 contains 46563 members 
Mstep: Class 20 contains 45773 members 
Mstep: Class 21 contains 46431 members 
Mstep: Class 22 contains 46526 members 
Mstep: Class 23 contains 10311 members 
Mstep: Class 24 contains 12372 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238248.000000 Penalty: 89284.867188
Iteration 380F: 28 clusters Score -1.112382e+08 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 2011 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43359 members 
Mstep: Class 5 contains 46305 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 44168 members 
Mstep: Class 9 contains 46143 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 40130 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47173 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25939 members 
Mstep: Class 18 contains 25647 members 
Mstep: Class 19 contains 46606 members 
Mstep: Class 20 contains 45762 members 
Mstep: Class 21 contains 46418 members 
Mstep: Class 22 contains 46540 members 
Mstep: Class 23 contains 10311 members 
Mstep: Class 24 contains 12354 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238088.000000 Penalty: 89284.867188
Iteration 381Q: 28 clusters Score -1.112381e+08 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 2013 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43410 members 
Mstep: Class 5 contains 46341 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 44110 members 
Mstep: Class 9 contains 46175 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 40129 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47183 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25935 members 
Mstep: Class 18 contains 25607 members 
Mstep: Class 19 contains 46630 members 
Mstep: Class 20 contains 45750 members 
Mstep: Class 21 contains 46399 members 
Mstep: Class 22 contains 46540 members 
Mstep: Class 23 contains 10312 members 
Mstep: Class 24 contains 12345 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238056.000000 Penalty: 89284.867188
Iteration 382Q: 28 clusters Score -1.112381e+08 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 2012 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43484 members 
Mstep: Class 5 contains 46315 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 44079 members 
Mstep: Class 9 contains 46171 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 40149 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47195 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25935 members 
Mstep: Class 18 contains 25575 members 
Mstep: Class 19 contains 46646 members 
Mstep: Class 20 contains 45750 members 
Mstep: Class 21 contains 46388 members 
Mstep: Class 22 contains 46542 members 
Mstep: Class 23 contains 10307 members 
Mstep: Class 24 contains 12330 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238112.000000 Penalty: 89284.867188
Iteration 383Q: 28 clusters Score -1.112381e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 2016 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43549 members 
Mstep: Class 5 contains 46303 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 44049 members 
Mstep: Class 9 contains 46195 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 40156 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47192 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25932 members 
Mstep: Class 18 contains 25544 members 
Mstep: Class 19 contains 46665 members 
Mstep: Class 20 contains 45758 members 
Mstep: Class 21 contains 46371 members 
Mstep: Class 22 contains 46544 members 
Mstep: Class 23 contains 10302 members 
Mstep: Class 24 contains 12326 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238136.000000 Penalty: 89284.867188
Iteration 384Q: 28 clusters Score -1.112381e+08 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 2018 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43591 members 
Mstep: Class 5 contains 46303 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 44017 members 
Mstep: Class 9 contains 46209 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 40149 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47204 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25929 members 
Mstep: Class 18 contains 25516 members 
Mstep: Class 19 contains 46727 members 
Mstep: Class 20 contains 45749 members 
Mstep: Class 21 contains 46350 members 
Mstep: Class 22 contains 46554 members 
Mstep: Class 23 contains 10296 members 
Mstep: Class 24 contains 12318 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238384.000000 Penalty: 89284.867188
Iteration 385Q: 28 clusters Score -1.112384e+08 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 2019 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43641 members 
Mstep: Class 5 contains 46321 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43982 members 
Mstep: Class 9 contains 46217 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 1273 members 
Mstep: Class 13 contains 40130 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47229 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25920 members 
Mstep: Class 18 contains 25497 members 
Mstep: Class 19 contains 46788 members 
Mstep: Class 20 contains 45734 members 
Mstep: Class 21 contains 46324 members 
Mstep: Class 22 contains 46563 members 
Mstep: Class 23 contains 10290 members 
Mstep: Class 24 contains 12308 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238240.000000 Penalty: 89284.867188
Iteration 386Q: 28 clusters Score -1.112382e+08 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33623 members 
Mstep: Class 2 contains 2024 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43682 members 
Mstep: Class 5 contains 46339 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43958 members 
Mstep: Class 9 contains 46272 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 1273 members 
Mstep: Class 13 contains 40123 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47249 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25914 members 
Mstep: Class 18 contains 25481 members 
Mstep: Class 19 contains 46815 members 
Mstep: Class 20 contains 45684 members 
Mstep: Class 21 contains 46273 members 
Mstep: Class 22 contains 46585 members 
Mstep: Class 23 contains 10281 members 
Mstep: Class 24 contains 12299 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238128.000000 Penalty: 89284.867188
Iteration 387Q: 28 clusters Score -1.112381e+08 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 2025 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43723 members 
Mstep: Class 5 contains 46355 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43946 members 
Mstep: Class 9 contains 46312 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 1273 members 
Mstep: Class 13 contains 40123 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47258 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25906 members 
Mstep: Class 18 contains 25468 members 
Mstep: Class 19 contains 46828 members 
Mstep: Class 20 contains 45664 members 
Mstep: Class 21 contains 46220 members 
Mstep: Class 22 contains 46585 members 
Mstep: Class 23 contains 10272 members 
Mstep: Class 24 contains 12297 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238096.000000 Penalty: 89284.867188
Iteration 388Q: 28 clusters Score -1.112381e+08 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 2024 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43759 members 
Mstep: Class 5 contains 46370 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43924 members 
Mstep: Class 9 contains 46390 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 1273 members 
Mstep: Class 13 contains 40095 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47265 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25903 members 
Mstep: Class 18 contains 25440 members 
Mstep: Class 19 contains 46837 members 
Mstep: Class 20 contains 45626 members 
Mstep: Class 21 contains 46204 members 
Mstep: Class 22 contains 46606 members 
Mstep: Class 23 contains 10266 members 
Mstep: Class 24 contains 12287 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238200.000000 Penalty: 89284.867188
Iteration 389Q: 28 clusters Score -1.112382e+08 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33584 members 
Mstep: Class 2 contains 2027 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43814 members 
Mstep: Class 5 contains 46371 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43857 members 
Mstep: Class 9 contains 46474 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1273 members 
Mstep: Class 13 contains 40062 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47291 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25897 members 
Mstep: Class 18 contains 25411 members 
Mstep: Class 19 contains 46832 members 
Mstep: Class 20 contains 45606 members 
Mstep: Class 21 contains 46191 members 
Mstep: Class 22 contains 46631 members 
Mstep: Class 23 contains 10253 members 
Mstep: Class 24 contains 12284 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238064.000000 Penalty: 89284.867188
Iteration 390Q: 28 clusters Score -1.112381e+08 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 2029 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43895 members 
Mstep: Class 5 contains 46353 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43812 members 
Mstep: Class 9 contains 46508 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1273 members 
Mstep: Class 13 contains 40038 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47322 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25890 members 
Mstep: Class 18 contains 25385 members 
Mstep: Class 19 contains 46822 members 
Mstep: Class 20 contains 45595 members 
Mstep: Class 21 contains 46171 members 
Mstep: Class 22 contains 46658 members 
Mstep: Class 23 contains 10245 members 
Mstep: Class 24 contains 12284 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238064.000000 Penalty: 89284.867188
Iteration 391Q: 28 clusters Score -1.112381e+08 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 2039 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 43957 members 
Mstep: Class 5 contains 46340 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43767 members 
Mstep: Class 9 contains 46552 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1272 members 
Mstep: Class 13 contains 40018 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47335 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25885 members 
Mstep: Class 18 contains 25349 members 
Mstep: Class 19 contains 46840 members 
Mstep: Class 20 contains 45559 members 
Mstep: Class 21 contains 46196 members 
Mstep: Class 22 contains 46677 members 
Mstep: Class 23 contains 10242 members 
Mstep: Class 24 contains 12278 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238056.000000 Penalty: 89284.867188
Iteration 392Q: 28 clusters Score -1.112381e+08 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 2039 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44026 members 
Mstep: Class 5 contains 46335 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43706 members 
Mstep: Class 9 contains 46591 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1272 members 
Mstep: Class 13 contains 40000 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47353 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25888 members 
Mstep: Class 18 contains 25316 members 
Mstep: Class 19 contains 46854 members 
Mstep: Class 20 contains 45524 members 
Mstep: Class 21 contains 46201 members 
Mstep: Class 22 contains 46700 members 
Mstep: Class 23 contains 10233 members 
Mstep: Class 24 contains 12275 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238040.000000 Penalty: 89284.867188
Iteration 393Q: 28 clusters Score -1.11238e+08 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 2034 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44060 members 
Mstep: Class 5 contains 46342 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43658 members 
Mstep: Class 9 contains 46657 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1272 members 
Mstep: Class 13 contains 39992 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47368 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25893 members 
Mstep: Class 18 contains 25289 members 
Mstep: Class 19 contains 46842 members 
Mstep: Class 20 contains 45503 members 
Mstep: Class 21 contains 46202 members 
Mstep: Class 22 contains 46708 members 
Mstep: Class 23 contains 10227 members 
Mstep: Class 24 contains 12265 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238048.000000 Penalty: 89284.867188
Iteration 394Q: 28 clusters Score -1.11238e+08 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 2034 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44111 members 
Mstep: Class 5 contains 46391 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43586 members 
Mstep: Class 9 contains 46757 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1273 members 
Mstep: Class 13 contains 39978 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47408 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25895 members 
Mstep: Class 18 contains 25253 members 
Mstep: Class 19 contains 46831 members 
Mstep: Class 20 contains 45447 members 
Mstep: Class 21 contains 46190 members 
Mstep: Class 22 contains 46704 members 
Mstep: Class 23 contains 10214 members 
Mstep: Class 24 contains 12257 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238056.000000 Penalty: 89284.867188
Iteration 395Q: 28 clusters Score -1.112381e+08 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 2031 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44144 members 
Mstep: Class 5 contains 46427 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43500 members 
Mstep: Class 9 contains 46847 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1273 members 
Mstep: Class 13 contains 39986 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47437 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25888 members 
Mstep: Class 18 contains 25227 members 
Mstep: Class 19 contains 46817 members 
Mstep: Class 20 contains 45419 members 
Mstep: Class 21 contains 46181 members 
Mstep: Class 22 contains 46699 members 
Mstep: Class 23 contains 10203 members 
Mstep: Class 24 contains 12253 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111237920.000000 Penalty: 89284.867188
Iteration 396Q: 28 clusters Score -1.112379e+08 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 2021 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44182 members 
Mstep: Class 5 contains 46441 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43380 members 
Mstep: Class 9 contains 46930 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1273 members 
Mstep: Class 13 contains 40002 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47453 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25890 members 
Mstep: Class 18 contains 25207 members 
Mstep: Class 19 contains 46839 members 
Mstep: Class 20 contains 45400 members 
Mstep: Class 21 contains 46170 members 
Mstep: Class 22 contains 46708 members 
Mstep: Class 23 contains 10191 members 
Mstep: Class 24 contains 12253 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111237752.000000 Penalty: 89284.867188
Iteration 397Q: 28 clusters Score -1.112378e+08 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 2017 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44188 members 
Mstep: Class 5 contains 46450 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43275 members 
Mstep: Class 9 contains 46983 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 40040 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47475 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25891 members 
Mstep: Class 18 contains 25172 members 
Mstep: Class 19 contains 46869 members 
Mstep: Class 20 contains 45378 members 
Mstep: Class 21 contains 46160 members 
Mstep: Class 22 contains 46743 members 
Mstep: Class 23 contains 10191 members 
Mstep: Class 24 contains 12238 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111237904.000000 Penalty: 89284.867188
Iteration 398Q: 28 clusters Score -1.112379e+08 nChanged 1405
Entering ConstructFrom: 
Score: -111237904.000000 Penalty: 89284.867188
Entering ConstructFrom: 
Trying to split cluster 1 (33550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Entering Unmasked Estep 
Score: -6158813.000000 Penalty: 2584.356445
	Iteration 0F: 2 clusters Score -6158813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -6135985.000000 Penalty: 5168.712891
	Iteration 0F: 3 clusters Score -6135985 nChanged 15198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -6144236.500000 Penalty: 5168.712891
	Iteration 1F: 3 clusters Score -6144236 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -6144703.500000 Penalty: 5168.712891
	Iteration 2Q: 3 clusters Score -6144704 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -6145135.000000 Penalty: 5168.712891
	Iteration 3Q: 3 clusters Score -6145135 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -6145592.000000 Penalty: 5168.712891
	Iteration 4Q: 3 clusters Score -6145592 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -6146288.500000 Penalty: 5168.712891
	Iteration 5Q: 3 clusters Score -6146288 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -6147324.500000 Penalty: 5168.712891
	Iteration 6F: 3 clusters Score -6147324 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -6148986.500000 Penalty: 5168.712891
	Iteration 7F: 3 clusters Score -6148986 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -6151275.500000 Penalty: 5168.712891
	Iteration 8F: 3 clusters Score -6151276 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -6153595.500000 Penalty: 5168.712891
	Iteration 9F: 3 clusters Score -6153596 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -6155100.500000 Penalty: 5168.712891
	Iteration 10Q: 3 clusters Score -6155100 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -6155919.000000 Penalty: 5168.712891
	Iteration 11Q: 3 clusters Score -6155919 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 32712 members 
Entering Unmasked Estep 
Score: -6156343.000000 Penalty: 5168.712891
	Iteration 12Q: 3 clusters Score -6156343 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -6156587.000000 Penalty: 5168.712891
	Iteration 13Q: 3 clusters Score -6156587 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -6156690.000000 Penalty: 5168.712891
	Iteration 14Q: 3 clusters Score -6156690 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -6156741.000000 Penalty: 5168.712891
	Iteration 15Q: 3 clusters Score -6156741 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -6156775.500000 Penalty: 5168.712891
	Iteration 16Q: 3 clusters Score -6156776 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -6156805.000000 Penalty: 5168.712891
	Iteration 17Q: 3 clusters Score -6156805 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -6156834.500000 Penalty: 5168.712891
	Iteration 18Q: 3 clusters Score -6156834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -6156840.500000 Penalty: 5168.712891
	Iteration 19Q: 3 clusters Score -6156840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -6156849.000000 Penalty: 5168.712891
	Iteration 20F: 3 clusters Score -6156849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -6156855.500000 Penalty: 5168.712891
	Iteration 21Q: 3 clusters Score -6156856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 32977 members 
Entering Unmasked Estep 
Score: -6156865.500000 Penalty: 5168.712891
	Iteration 22Q: 3 clusters Score -6156866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -6156871.000000 Penalty: 5168.712891
	Iteration 23Q: 3 clusters Score -6156871 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -6156878.000000 Penalty: 5168.712891
	Iteration 24Q: 3 clusters Score -6156878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -6156879.000000 Penalty: 5168.712891
	Iteration 25Q: 3 clusters Score -6156879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -6156883.000000 Penalty: 5168.712891
	Iteration 26Q: 3 clusters Score -6156883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 32977 members 
Entering Unmasked Estep 
Score: -6156892.000000 Penalty: 5168.712891
	Iteration 27Q: 3 clusters Score -6156892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -6156889.500000 Penalty: 5168.712891
	Iteration 28Q: 3 clusters Score -6156890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -6156890.500000 Penalty: 5168.712891
	Iteration 29Q: 3 clusters Score -6156890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -6156891.500000 Penalty: 5168.712891
	Iteration 30Q: 3 clusters Score -6156892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -6156891.500000 Penalty: 5168.712891
	Iteration 31F: 3 clusters Score -6156892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2014 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Entering Unmasked Estep 
Score: -367555.281250 Penalty: 1886.753784
	Iteration 0F: 2 clusters Score -367555.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -364891.437500 Penalty: 3773.507568
	Iteration 0F: 3 clusters Score -364891.4 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -365347.187500 Penalty: 3773.507568
	Iteration 1F: 3 clusters Score -365347.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -365477.781250 Penalty: 3773.507568
	Iteration 2F: 3 clusters Score -365477.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -365549.062500 Penalty: 3773.507568
	Iteration 3Q: 3 clusters Score -365549.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -365600.906250 Penalty: 3773.507568
	Iteration 4Q: 3 clusters Score -365600.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -365625.875000 Penalty: 3773.507568
	Iteration 5Q: 3 clusters Score -365625.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -365641.156250 Penalty: 3773.507568
	Iteration 6Q: 3 clusters Score -365641.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -365652.656250 Penalty: 3773.507568
	Iteration 7Q: 3 clusters Score -365652.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -365663.500000 Penalty: 3773.507568
	Iteration 8Q: 3 clusters Score -365663.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -365671.843750 Penalty: 3773.507568
	Iteration 9Q: 3 clusters Score -365671.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -365679.406250 Penalty: 3773.507568
	Iteration 10Q: 3 clusters Score -365679.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -365682.656250 Penalty: 3773.507568
	Iteration 11Q: 3 clusters Score -365682.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -365683.562500 Penalty: 3773.507568
	Iteration 12Q: 3 clusters Score -365683.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -365684.687500 Penalty: 3773.507568
	Iteration 13Q: 3 clusters Score -365684.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -365686.625000 Penalty: 3773.507568
	Iteration 14Q: 3 clusters Score -365686.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -365687.875000 Penalty: 3773.507568
	Iteration 15Q: 3 clusters Score -365687.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -365690.500000 Penalty: 3773.507568
	Iteration 16Q: 3 clusters Score -365690.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -365692.062500 Penalty: 3773.507568
	Iteration 17Q: 3 clusters Score -365692.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -365692.750000 Penalty: 3773.507568
	Iteration 18Q: 3 clusters Score -365692.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -365694.031250 Penalty: 3773.507568
	Iteration 19Q: 3 clusters Score -365694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -365694.406250 Penalty: 3773.507568
	Iteration 20F: 3 clusters Score -365694.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -365694.593750 Penalty: 3773.507568
	Iteration 21Q: 3 clusters Score -365694.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -365695.500000 Penalty: 3773.507568
	Iteration 22Q: 3 clusters Score -365695.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -365696.375000 Penalty: 3773.507568
	Iteration 23Q: 3 clusters Score -365696.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -365698.093750 Penalty: 3773.507568
	Iteration 24Q: 3 clusters Score -365698.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -365699.968750 Penalty: 3773.507568
	Iteration 25Q: 3 clusters Score -365700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -365700.500000 Penalty: 3773.507568
	Iteration 26Q: 3 clusters Score -365700.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -365701.125000 Penalty: 3773.507568
	Iteration 27Q: 3 clusters Score -365701.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -365701.125000 Penalty: 3773.507568
	Iteration 28F: 3 clusters Score -365701.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -20069.357422 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -20069.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -19048.443359 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -19048.44 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -19239.710938 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -19239.71 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -19299.990234 Penalty: 2778.651123
	Iteration 2F: 3 clusters Score -19299.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19338.396484 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -19338.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -19372.089844 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -19372.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19381.898438 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -19381.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -19381.898438 Penalty: 2778.651123
	Iteration 6F: 3 clusters Score -19381.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44195 members 
Entering Unmasked Estep 
Score: -8086512.500000 Penalty: 2652.698975
	Iteration 0F: 2 clusters Score -8086512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -8057230.500000 Penalty: 5305.397949
	Iteration 0F: 3 clusters Score -8057230 nChanged 20210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -8068495.000000 Penalty: 5305.397949
	Iteration 1F: 3 clusters Score -8068495 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -8069167.500000 Penalty: 5305.397949
	Iteration 2Q: 3 clusters Score -8069168 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -8069896.000000 Penalty: 5305.397949
	Iteration 3Q: 3 clusters Score -8069896 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -8070749.500000 Penalty: 5305.397949
	Iteration 4Q: 3 clusters Score -8070750 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -8071817.000000 Penalty: 5305.397949
	Iteration 5F: 3 clusters Score -8071817 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -8073200.500000 Penalty: 5305.397949
	Iteration 6F: 3 clusters Score -8073200 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -8075187.000000 Penalty: 5305.397949
	Iteration 7F: 3 clusters Score -8075187 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -8077456.000000 Penalty: 5305.397949
	Iteration 8F: 3 clusters Score -8077456 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -8079388.500000 Penalty: 5305.397949
	Iteration 9F: 3 clusters Score -8079388 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -8080388.000000 Penalty: 5305.397949
	Iteration 10Q: 3 clusters Score -8080388 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -8081034.000000 Penalty: 5305.397949
	Iteration 11Q: 3 clusters Score -8081034 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -8081465.500000 Penalty: 5305.397949
	Iteration 12Q: 3 clusters Score -8081466 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -8081868.500000 Penalty: 5305.397949
	Iteration 13Q: 3 clusters Score -8081868 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -8082229.500000 Penalty: 5305.397949
	Iteration 14Q: 3 clusters Score -8082230 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -8082544.500000 Penalty: 5305.397949
	Iteration 15Q: 3 clusters Score -8082544 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -8082745.500000 Penalty: 5305.397949
	Iteration 16Q: 3 clusters Score -8082746 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -8083006.000000 Penalty: 5305.397949
	Iteration 17Q: 3 clusters Score -8083006 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -8083113.500000 Penalty: 5305.397949
	Iteration 18Q: 3 clusters Score -8083114 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -8083227.500000 Penalty: 5305.397949
	Iteration 19Q: 3 clusters Score -8083228 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -8083330.000000 Penalty: 5305.397949
	Iteration 20F: 3 clusters Score -8083330 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31280 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -8083354.500000 Penalty: 5305.397949
	Iteration 21Q: 3 clusters Score -8083354 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31604 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -8083448.500000 Penalty: 5305.397949
	Iteration 22Q: 3 clusters Score -8083448 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31943 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -8083526.000000 Penalty: 5305.397949
	Iteration 23Q: 3 clusters Score -8083526 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -8083560.500000 Penalty: 5305.397949
	Iteration 24Q: 3 clusters Score -8083560 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -8083595.000000 Penalty: 5305.397949
	Iteration 25Q: 3 clusters Score -8083595 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32852 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -8083615.500000 Penalty: 5305.397949
	Iteration 26Q: 3 clusters Score -8083616 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -8083645.000000 Penalty: 5305.397949
	Iteration 27Q: 3 clusters Score -8083645 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33387 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -8083683.000000 Penalty: 5305.397949
	Iteration 28Q: 3 clusters Score -8083683 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33648 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -8083674.000000 Penalty: 5305.397949
	Iteration 29Q: 3 clusters Score -8083674 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -8083712.000000 Penalty: 5305.397949
	Iteration 30Q: 3 clusters Score -8083712 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -8083727.000000 Penalty: 5305.397949
	Iteration 31Q: 3 clusters Score -8083727 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -8083775.000000 Penalty: 5305.397949
	Iteration 32Q: 3 clusters Score -8083775 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34803 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -8083802.500000 Penalty: 5305.397949
	Iteration 33Q: 3 clusters Score -8083802 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -8083829.500000 Penalty: 5305.397949
	Iteration 34Q: 3 clusters Score -8083830 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -8083866.000000 Penalty: 5305.397949
	Iteration 35Q: 3 clusters Score -8083866 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35520 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -8083893.000000 Penalty: 5305.397949
	Iteration 36Q: 3 clusters Score -8083893 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35751 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -8083907.500000 Penalty: 5305.397949
	Iteration 37Q: 3 clusters Score -8083908 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35990 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -8083942.000000 Penalty: 5305.397949
	Iteration 38Q: 3 clusters Score -8083942 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -8083961.000000 Penalty: 5305.397949
	Iteration 39Q: 3 clusters Score -8083961 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -8083980.000000 Penalty: 5305.397949
	Iteration 40F: 3 clusters Score -8083980 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36647 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -8083997.000000 Penalty: 5305.397949
	Iteration 41Q: 3 clusters Score -8083997 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -8084028.000000 Penalty: 5305.397949
	Iteration 42Q: 3 clusters Score -8084028 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -8084054.500000 Penalty: 5305.397949
	Iteration 43Q: 3 clusters Score -8084054 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -8084051.500000 Penalty: 5305.397949
	Iteration 44Q: 3 clusters Score -8084052 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37444 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -8084051.000000 Penalty: 5305.397949
	Iteration 45Q: 3 clusters Score -8084051 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -8084080.000000 Penalty: 5305.397949
	Iteration 46Q: 3 clusters Score -8084080 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37857 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -8084104.000000 Penalty: 5305.397949
	Iteration 47Q: 3 clusters Score -8084104 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -8084111.500000 Penalty: 5305.397949
	Iteration 48Q: 3 clusters Score -8084112 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -8084127.000000 Penalty: 5305.397949
	Iteration 49Q: 3 clusters Score -8084127 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -8084154.000000 Penalty: 5305.397949
	Iteration 50Q: 3 clusters Score -8084154 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38683 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -8084163.500000 Penalty: 5305.397949
	Iteration 51Q: 3 clusters Score -8084164 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -8084188.000000 Penalty: 5305.397949
	Iteration 52Q: 3 clusters Score -8084188 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -8084215.500000 Penalty: 5305.397949
	Iteration 53Q: 3 clusters Score -8084216 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -8084199.000000 Penalty: 5305.397949
	Iteration 54Q: 3 clusters Score -8084199 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -8084230.500000 Penalty: 5305.397949
	Iteration 55Q: 3 clusters Score -8084230 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -8084223.500000 Penalty: 5305.397949
	Iteration 56Q: 3 clusters Score -8084224 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -8084242.000000 Penalty: 5305.397949
	Iteration 57Q: 3 clusters Score -8084242 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -8084251.500000 Penalty: 5305.397949
	Iteration 58Q: 3 clusters Score -8084252 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -8084254.000000 Penalty: 5305.397949
	Iteration 59Q: 3 clusters Score -8084254 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -8084268.000000 Penalty: 5305.397949
	Iteration 60F: 3 clusters Score -8084268 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -8084266.500000 Penalty: 5305.397949
	Iteration 61Q: 3 clusters Score -8084266 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -8084287.500000 Penalty: 5305.397949
	Iteration 62Q: 3 clusters Score -8084288 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -8084314.000000 Penalty: 5305.397949
	Iteration 63Q: 3 clusters Score -8084314 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -8084327.000000 Penalty: 5305.397949
	Iteration 64Q: 3 clusters Score -8084327 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -8084342.000000 Penalty: 5305.397949
	Iteration 65Q: 3 clusters Score -8084342 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -8084352.000000 Penalty: 5305.397949
	Iteration 66Q: 3 clusters Score -8084352 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -8084381.000000 Penalty: 5305.397949
	Iteration 67Q: 3 clusters Score -8084381 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -8084406.500000 Penalty: 5305.397949
	Iteration 68Q: 3 clusters Score -8084406 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -8084421.500000 Penalty: 5305.397949
	Iteration 69Q: 3 clusters Score -8084422 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -8084447.500000 Penalty: 5305.397949
	Iteration 70Q: 3 clusters Score -8084448 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -8084445.500000 Penalty: 5305.397949
	Iteration 71Q: 3 clusters Score -8084446 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -8084447.000000 Penalty: 5305.397949
	Iteration 72Q: 3 clusters Score -8084447 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -8084465.500000 Penalty: 5305.397949
	Iteration 73Q: 3 clusters Score -8084466 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -8084487.000000 Penalty: 5305.397949
	Iteration 74Q: 3 clusters Score -8084487 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -8084480.000000 Penalty: 5305.397949
	Iteration 75Q: 3 clusters Score -8084480 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41648 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -8084504.500000 Penalty: 5305.397949
	Iteration 76Q: 3 clusters Score -8084504 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41714 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -8084518.000000 Penalty: 5305.397949
	Iteration 77Q: 3 clusters Score -8084518 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -8084533.500000 Penalty: 5305.397949
	Iteration 78Q: 3 clusters Score -8084534 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -8084536.000000 Penalty: 5305.397949
	Iteration 79Q: 3 clusters Score -8084536 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -8084545.000000 Penalty: 5305.397949
	Iteration 80F: 3 clusters Score -8084545 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -8084530.500000 Penalty: 5305.397949
	Iteration 81Q: 3 clusters Score -8084530 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41961 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -8084534.000000 Penalty: 5305.397949
	Iteration 82Q: 3 clusters Score -8084534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -8084528.000000 Penalty: 5305.397949
	Iteration 83Q: 3 clusters Score -8084528 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -8084531.000000 Penalty: 5305.397949
	Iteration 84Q: 3 clusters Score -8084531 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -8084518.000000 Penalty: 5305.397949
	Iteration 85Q: 3 clusters Score -8084518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -8084523.500000 Penalty: 5305.397949
	Iteration 86Q: 3 clusters Score -8084524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42034 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -8084526.500000 Penalty: 5305.397949
	Iteration 87Q: 3 clusters Score -8084526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -8084527.500000 Penalty: 5305.397949
	Iteration 88Q: 3 clusters Score -8084528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -8084540.000000 Penalty: 5305.397949
	Iteration 89Q: 3 clusters Score -8084540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42058 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -8084544.000000 Penalty: 5305.397949
	Iteration 90Q: 3 clusters Score -8084544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -8084543.500000 Penalty: 5305.397949
	Iteration 91Q: 3 clusters Score -8084544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -8084545.500000 Penalty: 5305.397949
	Iteration 92Q: 3 clusters Score -8084546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -8084545.500000 Penalty: 5305.397949
	Iteration 93F: 3 clusters Score -8084546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Entering Unmasked Estep 
Score: -8577136.000000 Penalty: 2665.125977
	Iteration 0F: 2 clusters Score -8577136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -8547888.000000 Penalty: 5330.251953
	Iteration 0F: 3 clusters Score -8547888 nChanged 21354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -8559499.000000 Penalty: 5330.251953
	Iteration 1F: 3 clusters Score -8559499 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -8560164.000000 Penalty: 5330.251953
	Iteration 2Q: 3 clusters Score -8560164 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -8561033.000000 Penalty: 5330.251953
	Iteration 3Q: 3 clusters Score -8561033 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -8562313.000000 Penalty: 5330.251953
	Iteration 4F: 3 clusters Score -8562313 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 32738 members 
Entering Unmasked Estep 
Score: -8564401.000000 Penalty: 5330.251953
	Iteration 5F: 3 clusters Score -8564401 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -8567293.000000 Penalty: 5330.251953
	Iteration 6F: 3 clusters Score -8567293 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 39976 members 
Entering Unmasked Estep 
Score: -8570637.000000 Penalty: 5330.251953
	Iteration 7F: 3 clusters Score -8570637 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 42905 members 
Entering Unmasked Estep 
Score: -8573196.000000 Penalty: 5330.251953
	Iteration 8F: 3 clusters Score -8573196 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 44743 members 
Entering Unmasked Estep 
Score: -8574311.000000 Penalty: 5330.251953
	Iteration 9Q: 3 clusters Score -8574311 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 45653 members 
Entering Unmasked Estep 
Score: -8574686.000000 Penalty: 5330.251953
	Iteration 10Q: 3 clusters Score -8574686 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -8574791.000000 Penalty: 5330.251953
	Iteration 11Q: 3 clusters Score -8574791 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 46122 members 
Entering Unmasked Estep 
Score: -8574833.000000 Penalty: 5330.251953
	Iteration 12Q: 3 clusters Score -8574833 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -8574871.000000 Penalty: 5330.251953
	Iteration 13Q: 3 clusters Score -8574871 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 46189 members 
Entering Unmasked Estep 
Score: -8574892.000000 Penalty: 5330.251953
	Iteration 14Q: 3 clusters Score -8574892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -8574903.000000 Penalty: 5330.251953
	Iteration 15Q: 3 clusters Score -8574903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -8574909.000000 Penalty: 5330.251953
	Iteration 16Q: 3 clusters Score -8574909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
Score: -8574912.000000 Penalty: 5330.251953
	Iteration 17Q: 3 clusters Score -8574912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 46212 members 
Entering Unmasked Estep 
Score: -8574906.000000 Penalty: 5330.251953
	Iteration 18Q: 3 clusters Score -8574906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -8574911.000000 Penalty: 5330.251953
	Iteration 19Q: 3 clusters Score -8574911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -8574924.000000 Penalty: 5330.251953
	Iteration 20F: 3 clusters Score -8574924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 46223 members 
Entering Unmasked Estep 
Score: -8574933.000000 Penalty: 5330.251953
	Iteration 21Q: 3 clusters Score -8574933 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -8574937.000000 Penalty: 5330.251953
	Iteration 22Q: 3 clusters Score -8574937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -8574942.000000 Penalty: 5330.251953
	Iteration 23Q: 3 clusters Score -8574942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -8574939.000000 Penalty: 5330.251953
	Iteration 24Q: 3 clusters Score -8574939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 46225 members 
Entering Unmasked Estep 
Score: -8574939.000000 Penalty: 5330.251953
	Iteration 25F: 3 clusters Score -8574939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -52032.898438 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -52032.9 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 253 members 
Entering Unmasked Estep 
Score: -50575.878906 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -50575.88 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -50826.273438 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -50826.27 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50963.769531 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -50963.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -51041.738281 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -51041.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -51135.312500 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -51135.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -51201.144531 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -51201.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -51240.273438 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -51240.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -51254.765625 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -51254.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -51262.085938 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -51262.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -51262.085938 Penalty: 3080.457520
	Iteration 9F: 3 clusters Score -51262.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Entering Unmasked Estep 
Score: -172256.109375 Penalty: 1736.308838
	Iteration 0F: 2 clusters Score -172256.1 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 538 members 
Entering Unmasked Estep 
Score: -170295.015625 Penalty: 3472.617676
	Iteration 0F: 3 clusters Score -170295 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -170692.515625 Penalty: 3472.617676
	Iteration 1F: 3 clusters Score -170692.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -170867.468750 Penalty: 3472.617676
	Iteration 2F: 3 clusters Score -170867.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -170977.500000 Penalty: 3472.617676
	Iteration 3F: 3 clusters Score -170977.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -171035.687500 Penalty: 3472.617676
	Iteration 4Q: 3 clusters Score -171035.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -171088.078125 Penalty: 3472.617676
	Iteration 5Q: 3 clusters Score -171088.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -171143.875000 Penalty: 3472.617676
	Iteration 6Q: 3 clusters Score -171143.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -171182.734375 Penalty: 3472.617676
	Iteration 7Q: 3 clusters Score -171182.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -171223.250000 Penalty: 3472.617676
	Iteration 8Q: 3 clusters Score -171223.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -171265.625000 Penalty: 3472.617676
	Iteration 9Q: 3 clusters Score -171265.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -171305.359375 Penalty: 3472.617676
	Iteration 10Q: 3 clusters Score -171305.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -171358.812500 Penalty: 3472.617676
	Iteration 11Q: 3 clusters Score -171358.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -171387.734375 Penalty: 3472.617676
	Iteration 12Q: 3 clusters Score -171387.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -171411.765625 Penalty: 3472.617676
	Iteration 13Q: 3 clusters Score -171411.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -171441.562500 Penalty: 3472.617676
	Iteration 14Q: 3 clusters Score -171441.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -171455.437500 Penalty: 3472.617676
	Iteration 15Q: 3 clusters Score -171455.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -171459.515625 Penalty: 3472.617676
	Iteration 16Q: 3 clusters Score -171459.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -171461.000000 Penalty: 3472.617676
	Iteration 17Q: 3 clusters Score -171461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -171461.000000 Penalty: 3472.617676
	Iteration 18F: 3 clusters Score -171461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (43209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Entering Unmasked Estep 
Score: -7989148.500000 Penalty: 2647.103516
	Iteration 0F: 2 clusters Score -7989148 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 21540 members 
Entering Unmasked Estep 
Score: -7960596.500000 Penalty: 5294.207031
	Iteration 0F: 3 clusters Score -7960596 nChanged 19753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -7971312.500000 Penalty: 5294.207031
	Iteration 1F: 3 clusters Score -7971312 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -7971796.500000 Penalty: 5294.207031
	Iteration 2Q: 3 clusters Score -7971796 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -7972219.500000 Penalty: 5294.207031
	Iteration 3Q: 3 clusters Score -7972220 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -7972730.000000 Penalty: 5294.207031
	Iteration 4Q: 3 clusters Score -7972730 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -7973382.000000 Penalty: 5294.207031
	Iteration 5Q: 3 clusters Score -7973382 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27194 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -7974326.000000 Penalty: 5294.207031
	Iteration 6Q: 3 clusters Score -7974326 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -7975689.500000 Penalty: 5294.207031
	Iteration 7F: 3 clusters Score -7975690 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -7977840.500000 Penalty: 5294.207031
	Iteration 8F: 3 clusters Score -7977840 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -7980633.500000 Penalty: 5294.207031
	Iteration 9F: 3 clusters Score -7980634 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -7983398.000000 Penalty: 5294.207031
	Iteration 10F: 3 clusters Score -7983398 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -7985232.000000 Penalty: 5294.207031
	Iteration 11Q: 3 clusters Score -7985232 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -7986124.000000 Penalty: 5294.207031
	Iteration 12Q: 3 clusters Score -7986124 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -7986514.500000 Penalty: 5294.207031
	Iteration 13Q: 3 clusters Score -7986514 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42785 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -7986681.500000 Penalty: 5294.207031
	Iteration 14Q: 3 clusters Score -7986682 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -7986771.500000 Penalty: 5294.207031
	Iteration 15Q: 3 clusters Score -7986772 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -7986812.000000 Penalty: 5294.207031
	Iteration 16Q: 3 clusters Score -7986812 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7986851.500000 Penalty: 5294.207031
	Iteration 17Q: 3 clusters Score -7986852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7986859.500000 Penalty: 5294.207031
	Iteration 18Q: 3 clusters Score -7986860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7986869.000000 Penalty: 5294.207031
	Iteration 19Q: 3 clusters Score -7986869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7986866.000000 Penalty: 5294.207031
	Iteration 20F: 3 clusters Score -7986866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (47015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47015 members 
Entering Unmasked Estep 
Score: -8686913.000000 Penalty: 2668.039062
	Iteration 0F: 2 clusters Score -8686913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -8657585.000000 Penalty: 5336.078125
	Iteration 0F: 3 clusters Score -8657585 nChanged 21797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -8669675.000000 Penalty: 5336.078125
	Iteration 1F: 3 clusters Score -8669675 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -8670427.000000 Penalty: 5336.078125
	Iteration 2Q: 3 clusters Score -8670427 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -8671357.000000 Penalty: 5336.078125
	Iteration 3Q: 3 clusters Score -8671357 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -8672827.000000 Penalty: 5336.078125
	Iteration 4F: 3 clusters Score -8672827 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 34118 members 
Entering Unmasked Estep 
Score: -8675125.000000 Penalty: 5336.078125
	Iteration 5F: 3 clusters Score -8675125 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -8678323.000000 Penalty: 5336.078125
	Iteration 6F: 3 clusters Score -8678323 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -8681578.000000 Penalty: 5336.078125
	Iteration 7F: 3 clusters Score -8681578 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 44306 members 
Entering Unmasked Estep 
Score: -8683602.000000 Penalty: 5336.078125
	Iteration 8F: 3 clusters Score -8683602 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 45832 members 
Entering Unmasked Estep 
Score: -8684326.000000 Penalty: 5336.078125
	Iteration 9Q: 3 clusters Score -8684326 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 46436 members 
Entering Unmasked Estep 
Score: -8684498.000000 Penalty: 5336.078125
	Iteration 10Q: 3 clusters Score -8684498 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -8684571.000000 Penalty: 5336.078125
	Iteration 11Q: 3 clusters Score -8684571 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 46703 members 
Entering Unmasked Estep 
Score: -8684630.000000 Penalty: 5336.078125
	Iteration 12Q: 3 clusters Score -8684630 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 46737 members 
Entering Unmasked Estep 
Score: -8684670.000000 Penalty: 5336.078125
	Iteration 13Q: 3 clusters Score -8684670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 46748 members 
Entering Unmasked Estep 
Score: -8684691.000000 Penalty: 5336.078125
	Iteration 14Q: 3 clusters Score -8684691 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 46757 members 
Entering Unmasked Estep 
Score: -8684701.000000 Penalty: 5336.078125
	Iteration 15Q: 3 clusters Score -8684701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 46756 members 
Entering Unmasked Estep 
Score: -8684713.000000 Penalty: 5336.078125
	Iteration 16Q: 3 clusters Score -8684713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 46755 members 
Entering Unmasked Estep 
Score: -8684719.000000 Penalty: 5336.078125
	Iteration 17Q: 3 clusters Score -8684719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 46753 members 
Entering Unmasked Estep 
Score: -8684723.000000 Penalty: 5336.078125
	Iteration 18Q: 3 clusters Score -8684723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 46753 members 
Entering Unmasked Estep 
Score: -8684723.000000 Penalty: 5336.078125
	Iteration 19F: 3 clusters Score -8684723 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Entering Unmasked Estep 
Score: -406959.468750 Penalty: 1930.239624
	Iteration 0F: 2 clusters Score -406959.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -404029.375000 Penalty: 3860.479248
	Iteration 0F: 3 clusters Score -404029.4 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -404636.593750 Penalty: 3860.479248
	Iteration 1F: 3 clusters Score -404636.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -404922.718750 Penalty: 3860.479248
	Iteration 2F: 3 clusters Score -404922.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -405206.406250 Penalty: 3860.479248
	Iteration 3F: 3 clusters Score -405206.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -405520.437500 Penalty: 3860.479248
	Iteration 4F: 3 clusters Score -405520.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -405764.125000 Penalty: 3860.479248
	Iteration 5F: 3 clusters Score -405764.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -405921.906250 Penalty: 3860.479248
	Iteration 6F: 3 clusters Score -405921.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -406001.031250 Penalty: 3860.479248
	Iteration 7Q: 3 clusters Score -406001 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -406065.375000 Penalty: 3860.479248
	Iteration 8Q: 3 clusters Score -406065.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -406109.250000 Penalty: 3860.479248
	Iteration 9Q: 3 clusters Score -406109.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -406144.437500 Penalty: 3860.479248
	Iteration 10Q: 3 clusters Score -406144.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -406166.937500 Penalty: 3860.479248
	Iteration 11Q: 3 clusters Score -406166.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -406180.281250 Penalty: 3860.479248
	Iteration 12Q: 3 clusters Score -406180.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -406193.468750 Penalty: 3860.479248
	Iteration 13Q: 3 clusters Score -406193.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -406202.593750 Penalty: 3860.479248
	Iteration 14Q: 3 clusters Score -406202.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -406207.625000 Penalty: 3860.479248
	Iteration 15Q: 3 clusters Score -406207.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -406209.468750 Penalty: 3860.479248
	Iteration 16Q: 3 clusters Score -406209.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -406211.500000 Penalty: 3860.479248
	Iteration 17Q: 3 clusters Score -406211.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -406212.937500 Penalty: 3860.479248
	Iteration 18Q: 3 clusters Score -406212.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -406216.093750 Penalty: 3860.479248
	Iteration 19Q: 3 clusters Score -406216.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -406216.812500 Penalty: 3860.479248
	Iteration 20F: 3 clusters Score -406216.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -406218.531250 Penalty: 3860.479248
	Iteration 21Q: 3 clusters Score -406218.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -406218.593750 Penalty: 3860.479248
	Iteration 22Q: 3 clusters Score -406218.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -406218.593750 Penalty: 3860.479248
	Iteration 23F: 3 clusters Score -406218.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Entering Unmasked Estep 
Score: -130187.523438 Penalty: 1646.689209
	Iteration 0F: 2 clusters Score -130187.5 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 384 members 
Entering Unmasked Estep 
Score: -128487.281250 Penalty: 3293.378418
	Iteration 0F: 3 clusters Score -128487.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -128788.750000 Penalty: 3293.378418
	Iteration 1F: 3 clusters Score -128788.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -128912.000000 Penalty: 3293.378418
	Iteration 2F: 3 clusters Score -128912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -128954.398438 Penalty: 3293.378418
	Iteration 3Q: 3 clusters Score -128954.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -128982.429688 Penalty: 3293.378418
	Iteration 4Q: 3 clusters Score -128982.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -129013.507812 Penalty: 3293.378418
	Iteration 5Q: 3 clusters Score -129013.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -129036.257812 Penalty: 3293.378418
	Iteration 6Q: 3 clusters Score -129036.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -129047.171875 Penalty: 3293.378418
	Iteration 7Q: 3 clusters Score -129047.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -129061.585938 Penalty: 3293.378418
	Iteration 8Q: 3 clusters Score -129061.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -129090.617188 Penalty: 3293.378418
	Iteration 9Q: 3 clusters Score -129090.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -129123.414062 Penalty: 3293.378418
	Iteration 10Q: 3 clusters Score -129123.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -129167.171875 Penalty: 3293.378418
	Iteration 11Q: 3 clusters Score -129167.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -129252.414062 Penalty: 3293.378418
	Iteration 12Q: 3 clusters Score -129252.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -129276.320312 Penalty: 3293.378418
	Iteration 13Q: 3 clusters Score -129276.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -129278.187500 Penalty: 3293.378418
	Iteration 14Q: 3 clusters Score -129278.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -129280.757812 Penalty: 3293.378418
	Iteration 15Q: 3 clusters Score -129280.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -129281.953125 Penalty: 3293.378418
	Iteration 16Q: 3 clusters Score -129282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -129281.953125 Penalty: 3293.378418
	Iteration 17F: 3 clusters Score -129282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Entering Unmasked Estep 
Score: -221053.609375 Penalty: 1772.594727
	Iteration 0F: 2 clusters Score -221053.6 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 635 members 
Entering Unmasked Estep 
Score: -218951.453125 Penalty: 3545.189453
	Iteration 0F: 3 clusters Score -218951.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -219299.828125 Penalty: 3545.189453
	Iteration 1F: 3 clusters Score -219299.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -219427.218750 Penalty: 3545.189453
	Iteration 2F: 3 clusters Score -219427.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -219505.906250 Penalty: 3545.189453
	Iteration 3Q: 3 clusters Score -219505.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -219593.828125 Penalty: 3545.189453
	Iteration 4Q: 3 clusters Score -219593.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -219648.078125 Penalty: 3545.189453
	Iteration 5Q: 3 clusters Score -219648.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -219702.437500 Penalty: 3545.189453
	Iteration 6Q: 3 clusters Score -219702.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -219795.375000 Penalty: 3545.189453
	Iteration 7Q: 3 clusters Score -219795.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -219841.296875 Penalty: 3545.189453
	Iteration 8Q: 3 clusters Score -219841.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -219891.703125 Penalty: 3545.189453
	Iteration 9Q: 3 clusters Score -219891.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -219938.265625 Penalty: 3545.189453
	Iteration 10Q: 3 clusters Score -219938.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -219969.078125 Penalty: 3545.189453
	Iteration 11Q: 3 clusters Score -219969.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -219988.187500 Penalty: 3545.189453
	Iteration 12Q: 3 clusters Score -219988.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -220020.531250 Penalty: 3545.189453
	Iteration 13Q: 3 clusters Score -220020.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -220042.125000 Penalty: 3545.189453
	Iteration 14Q: 3 clusters Score -220042.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -220063.046875 Penalty: 3545.189453
	Iteration 15Q: 3 clusters Score -220063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -220077.593750 Penalty: 3545.189453
	Iteration 16Q: 3 clusters Score -220077.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -220091.796875 Penalty: 3545.189453
	Iteration 17Q: 3 clusters Score -220091.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -220105.562500 Penalty: 3545.189453
	Iteration 18Q: 3 clusters Score -220105.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -220126.203125 Penalty: 3545.189453
	Iteration 19Q: 3 clusters Score -220126.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -220146.593750 Penalty: 3545.189453
	Iteration 20F: 3 clusters Score -220146.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -220173.156250 Penalty: 3545.189453
	Iteration 21Q: 3 clusters Score -220173.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -220194.375000 Penalty: 3545.189453
	Iteration 22Q: 3 clusters Score -220194.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -220208.562500 Penalty: 3545.189453
	Iteration 23Q: 3 clusters Score -220208.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -220228.062500 Penalty: 3545.189453
	Iteration 24Q: 3 clusters Score -220228.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -220239.109375 Penalty: 3545.189453
	Iteration 25Q: 3 clusters Score -220239.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -220245.265625 Penalty: 3545.189453
	Iteration 26Q: 3 clusters Score -220245.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -220250.562500 Penalty: 3545.189453
	Iteration 27Q: 3 clusters Score -220250.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -220254.437500 Penalty: 3545.189453
	Iteration 28Q: 3 clusters Score -220254.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -220256.640625 Penalty: 3545.189453
	Iteration 29Q: 3 clusters Score -220256.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -220257.859375 Penalty: 3545.189453
	Iteration 30Q: 3 clusters Score -220257.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -220261.421875 Penalty: 3545.189453
	Iteration 31Q: 3 clusters Score -220261.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -220262.921875 Penalty: 3545.189453
	Iteration 32Q: 3 clusters Score -220262.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -220263.234375 Penalty: 3545.189453
	Iteration 33F: 3 clusters Score -220263.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -220272.734375 Penalty: 3545.189453
	Iteration 34Q: 3 clusters Score -220272.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -220294.984375 Penalty: 3545.189453
	Iteration 35Q: 3 clusters Score -220295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -220319.046875 Penalty: 3545.189453
	Iteration 36Q: 3 clusters Score -220319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -220344.125000 Penalty: 3545.189453
	Iteration 37Q: 3 clusters Score -220344.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -220356.171875 Penalty: 3545.189453
	Iteration 38Q: 3 clusters Score -220356.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -220382.625000 Penalty: 3545.189453
	Iteration 39Q: 3 clusters Score -220382.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -220419.937500 Penalty: 3545.189453
	Iteration 40F: 3 clusters Score -220419.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -220528.390625 Penalty: 3545.189453
	Iteration 41Q: 3 clusters Score -220528.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -220592.796875 Penalty: 3545.189453
	Iteration 42Q: 3 clusters Score -220592.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -220615.625000 Penalty: 3545.189453
	Iteration 43Q: 3 clusters Score -220615.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -220625.718750 Penalty: 3545.189453
	Iteration 44Q: 3 clusters Score -220625.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -220636.078125 Penalty: 3545.189453
	Iteration 45Q: 3 clusters Score -220636.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -220647.375000 Penalty: 3545.189453
	Iteration 46Q: 3 clusters Score -220647.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -220662.203125 Penalty: 3545.189453
	Iteration 47Q: 3 clusters Score -220662.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -220674.453125 Penalty: 3545.189453
	Iteration 48Q: 3 clusters Score -220674.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -220694.687500 Penalty: 3545.189453
	Iteration 49Q: 3 clusters Score -220694.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -220712.703125 Penalty: 3545.189453
	Iteration 50Q: 3 clusters Score -220712.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -220727.843750 Penalty: 3545.189453
	Iteration 51Q: 3 clusters Score -220727.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -220732.250000 Penalty: 3545.189453
	Iteration 52Q: 3 clusters Score -220732.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -220732.250000 Penalty: 3545.189453
	Iteration 53F: 3 clusters Score -220732.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Entering Unmasked Estep 
Score: -7331035.500000 Penalty: 2628.361816
	Iteration 0F: 2 clusters Score -7331036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -7303991.500000 Penalty: 5256.723633
	Iteration 0F: 3 clusters Score -7303992 nChanged 18218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -7314110.500000 Penalty: 5256.723633
	Iteration 1F: 3 clusters Score -7314110 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -7314608.500000 Penalty: 5256.723633
	Iteration 2Q: 3 clusters Score -7314608 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -7315057.500000 Penalty: 5256.723633
	Iteration 3Q: 3 clusters Score -7315058 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -7315492.500000 Penalty: 5256.723633
	Iteration 4Q: 3 clusters Score -7315492 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -7316078.000000 Penalty: 5256.723633
	Iteration 5Q: 3 clusters Score -7316078 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -7316707.500000 Penalty: 5256.723633
	Iteration 6Q: 3 clusters Score -7316708 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -7317522.000000 Penalty: 5256.723633
	Iteration 7Q: 3 clusters Score -7317522 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -7318523.500000 Penalty: 5256.723633
	Iteration 8Q: 3 clusters Score -7318524 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -7319560.000000 Penalty: 5256.723633
	Iteration 9Q: 3 clusters Score -7319560 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -7320562.000000 Penalty: 5256.723633
	Iteration 10Q: 3 clusters Score -7320562 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -7321603.500000 Penalty: 5256.723633
	Iteration 11Q: 3 clusters Score -7321604 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
Score: -7322697.500000 Penalty: 5256.723633
	Iteration 12Q: 3 clusters Score -7322698 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -7323758.000000 Penalty: 5256.723633
	Iteration 13Q: 3 clusters Score -7323758 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -7324482.500000 Penalty: 5256.723633
	Iteration 14Q: 3 clusters Score -7324482 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -7324880.500000 Penalty: 5256.723633
	Iteration 15Q: 3 clusters Score -7324880 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -7325046.000000 Penalty: 5256.723633
	Iteration 16Q: 3 clusters Score -7325046 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -7325179.000000 Penalty: 5256.723633
	Iteration 17Q: 3 clusters Score -7325179 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -7325246.500000 Penalty: 5256.723633
	Iteration 18Q: 3 clusters Score -7325246 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -7325330.000000 Penalty: 5256.723633
	Iteration 19Q: 3 clusters Score -7325330 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -7325401.500000 Penalty: 5256.723633
	Iteration 20F: 3 clusters Score -7325402 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -7325472.000000 Penalty: 5256.723633
	Iteration 21Q: 3 clusters Score -7325472 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -7325489.500000 Penalty: 5256.723633
	Iteration 22Q: 3 clusters Score -7325490 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -7325551.500000 Penalty: 5256.723633
	Iteration 23Q: 3 clusters Score -7325552 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -7325590.500000 Penalty: 5256.723633
	Iteration 24Q: 3 clusters Score -7325590 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -7325616.500000 Penalty: 5256.723633
	Iteration 25Q: 3 clusters Score -7325616 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -7325657.000000 Penalty: 5256.723633
	Iteration 26Q: 3 clusters Score -7325657 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -7325680.500000 Penalty: 5256.723633
	Iteration 27Q: 3 clusters Score -7325680 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -7325711.000000 Penalty: 5256.723633
	Iteration 28Q: 3 clusters Score -7325711 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -7325703.000000 Penalty: 5256.723633
	Iteration 29Q: 3 clusters Score -7325703 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -7325738.000000 Penalty: 5256.723633
	Iteration 30Q: 3 clusters Score -7325738 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -7325787.500000 Penalty: 5256.723633
	Iteration 31Q: 3 clusters Score -7325788 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -7325831.500000 Penalty: 5256.723633
	Iteration 32Q: 3 clusters Score -7325832 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -7325841.500000 Penalty: 5256.723633
	Iteration 33Q: 3 clusters Score -7325842 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -7325821.500000 Penalty: 5256.723633
	Iteration 34Q: 3 clusters Score -7325822 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -7325855.000000 Penalty: 5256.723633
	Iteration 35Q: 3 clusters Score -7325855 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -7325874.500000 Penalty: 5256.723633
	Iteration 36Q: 3 clusters Score -7325874 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -7325915.500000 Penalty: 5256.723633
	Iteration 37Q: 3 clusters Score -7325916 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -7325939.500000 Penalty: 5256.723633
	Iteration 38Q: 3 clusters Score -7325940 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -7325946.000000 Penalty: 5256.723633
	Iteration 39Q: 3 clusters Score -7325946 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -7325972.500000 Penalty: 5256.723633
	Iteration 40F: 3 clusters Score -7325972 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -7325985.500000 Penalty: 5256.723633
	Iteration 41Q: 3 clusters Score -7325986 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -7325999.500000 Penalty: 5256.723633
	Iteration 42Q: 3 clusters Score -7326000 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -7326023.500000 Penalty: 5256.723633
	Iteration 43Q: 3 clusters Score -7326024 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -7326025.000000 Penalty: 5256.723633
	Iteration 44Q: 3 clusters Score -7326025 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -7326032.500000 Penalty: 5256.723633
	Iteration 45Q: 3 clusters Score -7326032 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 27891 members 
Entering Unmasked Estep 
Score: -7326049.000000 Penalty: 5256.723633
	Iteration 46Q: 3 clusters Score -7326049 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -7326053.000000 Penalty: 5256.723633
	Iteration 47Q: 3 clusters Score -7326053 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -7326089.000000 Penalty: 5256.723633
	Iteration 48Q: 3 clusters Score -7326089 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -7326130.000000 Penalty: 5256.723633
	Iteration 49Q: 3 clusters Score -7326130 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -7326151.500000 Penalty: 5256.723633
	Iteration 50Q: 3 clusters Score -7326152 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -7326185.000000 Penalty: 5256.723633
	Iteration 51Q: 3 clusters Score -7326185 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -7326193.000000 Penalty: 5256.723633
	Iteration 52Q: 3 clusters Score -7326193 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -7326224.500000 Penalty: 5256.723633
	Iteration 53Q: 3 clusters Score -7326224 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -7326275.500000 Penalty: 5256.723633
	Iteration 54Q: 3 clusters Score -7326276 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -7326328.500000 Penalty: 5256.723633
	Iteration 55Q: 3 clusters Score -7326328 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -7326366.500000 Penalty: 5256.723633
	Iteration 56Q: 3 clusters Score -7326366 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -7326411.500000 Penalty: 5256.723633
	Iteration 57Q: 3 clusters Score -7326412 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -7326464.500000 Penalty: 5256.723633
	Iteration 58Q: 3 clusters Score -7326464 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -7326513.000000 Penalty: 5256.723633
	Iteration 59Q: 3 clusters Score -7326513 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -7326523.000000 Penalty: 5256.723633
	Iteration 60F: 3 clusters Score -7326523 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -7326561.500000 Penalty: 5256.723633
	Iteration 61Q: 3 clusters Score -7326562 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -7326635.000000 Penalty: 5256.723633
	Iteration 62Q: 3 clusters Score -7326635 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 31900 members 
Entering Unmasked Estep 
Score: -7326715.000000 Penalty: 5256.723633
	Iteration 63Q: 3 clusters Score -7326715 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -7326793.500000 Penalty: 5256.723633
	Iteration 64Q: 3 clusters Score -7326794 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -7326845.500000 Penalty: 5256.723633
	Iteration 65Q: 3 clusters Score -7326846 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -7326923.500000 Penalty: 5256.723633
	Iteration 66Q: 3 clusters Score -7326924 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -7326992.500000 Penalty: 5256.723633
	Iteration 67Q: 3 clusters Score -7326992 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -7327068.000000 Penalty: 5256.723633
	Iteration 68Q: 3 clusters Score -7327068 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -7327175.000000 Penalty: 5256.723633
	Iteration 69Q: 3 clusters Score -7327175 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
Score: -7327297.500000 Penalty: 5256.723633
	Iteration 70Q: 3 clusters Score -7327298 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 34393 members 
Entering Unmasked Estep 
Score: -7327434.500000 Penalty: 5256.723633
	Iteration 71Q: 3 clusters Score -7327434 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 34706 members 
Entering Unmasked Estep 
Score: -7327571.000000 Penalty: 5256.723633
	Iteration 72Q: 3 clusters Score -7327571 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -7327690.000000 Penalty: 5256.723633
	Iteration 73Q: 3 clusters Score -7327690 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -7327796.500000 Penalty: 5256.723633
	Iteration 74Q: 3 clusters Score -7327796 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -7327891.000000 Penalty: 5256.723633
	Iteration 75Q: 3 clusters Score -7327891 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -7328010.500000 Penalty: 5256.723633
	Iteration 76Q: 3 clusters Score -7328010 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -7328098.500000 Penalty: 5256.723633
	Iteration 77Q: 3 clusters Score -7328098 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -7328194.000000 Penalty: 5256.723633
	Iteration 78Q: 3 clusters Score -7328194 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -7328265.000000 Penalty: 5256.723633
	Iteration 79Q: 3 clusters Score -7328265 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 36511 members 
Entering Unmasked Estep 
Score: -7328303.500000 Penalty: 5256.723633
	Iteration 80F: 3 clusters Score -7328304 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -7328358.500000 Penalty: 5256.723633
	Iteration 81Q: 3 clusters Score -7328358 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -7328385.000000 Penalty: 5256.723633
	Iteration 82Q: 3 clusters Score -7328385 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -7328428.500000 Penalty: 5256.723633
	Iteration 83Q: 3 clusters Score -7328428 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -7328443.000000 Penalty: 5256.723633
	Iteration 84Q: 3 clusters Score -7328443 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -7328435.500000 Penalty: 5256.723633
	Iteration 85Q: 3 clusters Score -7328436 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -7328465.500000 Penalty: 5256.723633
	Iteration 86Q: 3 clusters Score -7328466 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -7328487.000000 Penalty: 5256.723633
	Iteration 87Q: 3 clusters Score -7328487 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -7328511.500000 Penalty: 5256.723633
	Iteration 88Q: 3 clusters Score -7328512 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
Score: -7328517.500000 Penalty: 5256.723633
	Iteration 89Q: 3 clusters Score -7328518 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 37417 members 
Entering Unmasked Estep 
Score: -7328563.000000 Penalty: 5256.723633
	Iteration 90Q: 3 clusters Score -7328563 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -7328575.000000 Penalty: 5256.723633
	Iteration 91Q: 3 clusters Score -7328575 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -7328570.500000 Penalty: 5256.723633
	Iteration 92Q: 3 clusters Score -7328570 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -7328575.500000 Penalty: 5256.723633
	Iteration 93Q: 3 clusters Score -7328576 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -7328582.500000 Penalty: 5256.723633
	Iteration 94Q: 3 clusters Score -7328582 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -7328590.500000 Penalty: 5256.723633
	Iteration 95Q: 3 clusters Score -7328590 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -7328587.500000 Penalty: 5256.723633
	Iteration 96Q: 3 clusters Score -7328588 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -7328592.500000 Penalty: 5256.723633
	Iteration 97Q: 3 clusters Score -7328592 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 37749 members 
Entering Unmasked Estep 
Score: -7328599.500000 Penalty: 5256.723633
	Iteration 98Q: 3 clusters Score -7328600 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -7328612.500000 Penalty: 5256.723633
	Iteration 99Q: 3 clusters Score -7328612 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -7328626.500000 Penalty: 5256.723633
	Iteration 100F: 3 clusters Score -7328626 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -7328617.500000 Penalty: 5256.723633
	Iteration 101Q: 3 clusters Score -7328618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -7328616.000000 Penalty: 5256.723633
	Iteration 102Q: 3 clusters Score -7328616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -7328629.000000 Penalty: 5256.723633
	Iteration 103Q: 3 clusters Score -7328629 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -7328625.500000 Penalty: 5256.723633
	Iteration 104Q: 3 clusters Score -7328626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -7328632.000000 Penalty: 5256.723633
	Iteration 105Q: 3 clusters Score -7328632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -7328627.500000 Penalty: 5256.723633
	Iteration 106Q: 3 clusters Score -7328628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -7328632.500000 Penalty: 5256.723633
	Iteration 107Q: 3 clusters Score -7328632 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -7328634.500000 Penalty: 5256.723633
	Iteration 108Q: 3 clusters Score -7328634 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
Score: -7328636.500000 Penalty: 5256.723633
	Iteration 109Q: 3 clusters Score -7328636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -7328634.000000 Penalty: 5256.723633
	Iteration 110Q: 3 clusters Score -7328634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 38079 members 
Entering Unmasked Estep 
Score: -7328647.000000 Penalty: 5256.723633
	Iteration 111Q: 3 clusters Score -7328647 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -7328641.500000 Penalty: 5256.723633
	Iteration 112Q: 3 clusters Score -7328642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -7328644.000000 Penalty: 5256.723633
	Iteration 113Q: 3 clusters Score -7328644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -7328644.500000 Penalty: 5256.723633
	Iteration 114Q: 3 clusters Score -7328644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 38132 members 
Entering Unmasked Estep 
Score: -7328646.500000 Penalty: 5256.723633
	Iteration 115Q: 3 clusters Score -7328646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -7328649.000000 Penalty: 5256.723633
	Iteration 116Q: 3 clusters Score -7328649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -7328647.500000 Penalty: 5256.723633
	Iteration 117Q: 3 clusters Score -7328648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -7328648.500000 Penalty: 5256.723633
	Iteration 118Q: 3 clusters Score -7328648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -7328649.500000 Penalty: 5256.723633
	Iteration 119Q: 3 clusters Score -7328650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
Score: -7328654.000000 Penalty: 5256.723633
	Iteration 120F: 3 clusters Score -7328654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -7328655.500000 Penalty: 5256.723633
	Iteration 121Q: 3 clusters Score -7328656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -7328661.500000 Penalty: 5256.723633
	Iteration 122Q: 3 clusters Score -7328662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -7328659.500000 Penalty: 5256.723633
	Iteration 123Q: 3 clusters Score -7328660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 38223 members 
Entering Unmasked Estep 
Score: -7328655.500000 Penalty: 5256.723633
	Iteration 124Q: 3 clusters Score -7328656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -7328666.000000 Penalty: 5256.723633
	Iteration 125Q: 3 clusters Score -7328666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -7328665.500000 Penalty: 5256.723633
	Iteration 126Q: 3 clusters Score -7328666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
Score: -7328662.000000 Penalty: 5256.723633
	Iteration 127Q: 3 clusters Score -7328662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -7328657.000000 Penalty: 5256.723633
	Iteration 128Q: 3 clusters Score -7328657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 38281 members 
Entering Unmasked Estep 
Score: -7328655.000000 Penalty: 5256.723633
	Iteration 129Q: 3 clusters Score -7328655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -7328649.500000 Penalty: 5256.723633
	Iteration 130Q: 3 clusters Score -7328650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -7328653.500000 Penalty: 5256.723633
	Iteration 131Q: 3 clusters Score -7328654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 38312 members 
Entering Unmasked Estep 
Score: -7328649.500000 Penalty: 5256.723633
	Iteration 132Q: 3 clusters Score -7328650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -7328656.500000 Penalty: 5256.723633
	Iteration 133Q: 3 clusters Score -7328656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -7328668.500000 Penalty: 5256.723633
	Iteration 134Q: 3 clusters Score -7328668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -7328671.500000 Penalty: 5256.723633
	Iteration 135Q: 3 clusters Score -7328672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 38346 members 
Entering Unmasked Estep 
Score: -7328672.500000 Penalty: 5256.723633
	Iteration 136Q: 3 clusters Score -7328672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -7328676.000000 Penalty: 5256.723633
	Iteration 137Q: 3 clusters Score -7328676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -7328677.000000 Penalty: 5256.723633
	Iteration 138Q: 3 clusters Score -7328677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -7328680.500000 Penalty: 5256.723633
	Iteration 139Q: 3 clusters Score -7328680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 38378 members 
Entering Unmasked Estep 
Score: -7328684.500000 Penalty: 5256.723633
	Iteration 140F: 3 clusters Score -7328684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -7328683.500000 Penalty: 5256.723633
	Iteration 141Q: 3 clusters Score -7328684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -7328689.500000 Penalty: 5256.723633
	Iteration 142Q: 3 clusters Score -7328690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -7328687.000000 Penalty: 5256.723633
	Iteration 143Q: 3 clusters Score -7328687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 38417 members 
Entering Unmasked Estep 
Score: -7328693.000000 Penalty: 5256.723633
	Iteration 144Q: 3 clusters Score -7328693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
Score: -7328697.500000 Penalty: 5256.723633
	Iteration 145Q: 3 clusters Score -7328698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
Score: -7328708.500000 Penalty: 5256.723633
	Iteration 146Q: 3 clusters Score -7328708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -7328708.000000 Penalty: 5256.723633
	Iteration 147Q: 3 clusters Score -7328708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -7328701.000000 Penalty: 5256.723633
	Iteration 148Q: 3 clusters Score -7328701 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -7328704.000000 Penalty: 5256.723633
	Iteration 149Q: 3 clusters Score -7328704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -7328706.500000 Penalty: 5256.723633
	Iteration 150Q: 3 clusters Score -7328706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 38499 members 
Entering Unmasked Estep 
Score: -7328713.000000 Penalty: 5256.723633
	Iteration 151Q: 3 clusters Score -7328713 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -7328719.000000 Penalty: 5256.723633
	Iteration 152Q: 3 clusters Score -7328719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -7328718.500000 Penalty: 5256.723633
	Iteration 153Q: 3 clusters Score -7328718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 38539 members 
Entering Unmasked Estep 
Score: -7328726.500000 Penalty: 5256.723633
	Iteration 154Q: 3 clusters Score -7328726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
Score: -7328724.500000 Penalty: 5256.723633
	Iteration 155Q: 3 clusters Score -7328724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
Score: -7328726.500000 Penalty: 5256.723633
	Iteration 156Q: 3 clusters Score -7328726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 38564 members 
Entering Unmasked Estep 
Score: -7328721.000000 Penalty: 5256.723633
	Iteration 157Q: 3 clusters Score -7328721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -7328716.500000 Penalty: 5256.723633
	Iteration 158Q: 3 clusters Score -7328716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -7328728.000000 Penalty: 5256.723633
	Iteration 159Q: 3 clusters Score -7328728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -7328728.000000 Penalty: 5256.723633
	Iteration 160F: 3 clusters Score -7328728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -7328733.000000 Penalty: 5256.723633
	Iteration 161Q: 3 clusters Score -7328733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -7328730.000000 Penalty: 5256.723633
	Iteration 162Q: 3 clusters Score -7328730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -7328728.500000 Penalty: 5256.723633
	Iteration 163Q: 3 clusters Score -7328728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -7328734.500000 Penalty: 5256.723633
	Iteration 164Q: 3 clusters Score -7328734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -7328730.500000 Penalty: 5256.723633
	Iteration 165Q: 3 clusters Score -7328730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -7328732.500000 Penalty: 5256.723633
	Iteration 166Q: 3 clusters Score -7328732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -7328732.500000 Penalty: 5256.723633
	Iteration 167Q: 3 clusters Score -7328732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -7328733.500000 Penalty: 5256.723633
	Iteration 168Q: 3 clusters Score -7328734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 38647 members 
Entering Unmasked Estep 
Score: -7328739.000000 Penalty: 5256.723633
	Iteration 169Q: 3 clusters Score -7328739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -7328733.500000 Penalty: 5256.723633
	Iteration 170Q: 3 clusters Score -7328734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -7328733.500000 Penalty: 5256.723633
	Iteration 171Q: 3 clusters Score -7328734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -7328740.000000 Penalty: 5256.723633
	Iteration 172Q: 3 clusters Score -7328740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -7328741.500000 Penalty: 5256.723633
	Iteration 173Q: 3 clusters Score -7328742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -7328744.000000 Penalty: 5256.723633
	Iteration 174Q: 3 clusters Score -7328744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -7328746.500000 Penalty: 5256.723633
	Iteration 175Q: 3 clusters Score -7328746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -7328750.000000 Penalty: 5256.723633
	Iteration 176Q: 3 clusters Score -7328750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -7328747.000000 Penalty: 5256.723633
	Iteration 177Q: 3 clusters Score -7328747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -7328747.000000 Penalty: 5256.723633
	Iteration 178F: 3 clusters Score -7328747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -80958.656250 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -80958.66 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 277 members 
Entering Unmasked Estep 
Score: -79420.757812 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -79420.76 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -79974.781250 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -79974.78 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -80185.304688 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -80185.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -80315.570312 Penalty: 3199.433350
	Iteration 3F: 3 clusters Score -80315.57 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -80417.226562 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -80417.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -80491.367188 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -80491.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -80540.945312 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -80540.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -80585.773438 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -80585.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -80691.859375 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -80691.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -80750.593750 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -80750.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -80777.351562 Penalty: 3199.433350
	Iteration 10Q: 3 clusters Score -80777.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -80812.953125 Penalty: 3199.433350
	Iteration 11Q: 3 clusters Score -80812.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -80828.679688 Penalty: 3199.433350
	Iteration 12Q: 3 clusters Score -80828.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -80835.398438 Penalty: 3199.433350
	Iteration 13Q: 3 clusters Score -80835.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -80840.968750 Penalty: 3199.433350
	Iteration 14Q: 3 clusters Score -80840.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -80842.085938 Penalty: 3199.433350
	Iteration 15Q: 3 clusters Score -80842.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -80844.640625 Penalty: 3199.433350
	Iteration 16Q: 3 clusters Score -80844.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -80844.640625 Penalty: 3199.433350
	Iteration 17F: 3 clusters Score -80844.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47495 members 
Entering Unmasked Estep 
Score: -8606244.000000 Penalty: 2670.558350
	Iteration 0F: 2 clusters Score -8606244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -8575346.000000 Penalty: 5341.116699
	Iteration 0F: 3 clusters Score -8575346 nChanged 21939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -8587701.000000 Penalty: 5341.116699
	Iteration 1F: 3 clusters Score -8587701 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -8588621.000000 Penalty: 5341.116699
	Iteration 2Q: 3 clusters Score -8588621 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -8589827.000000 Penalty: 5341.116699
	Iteration 3Q: 3 clusters Score -8589827 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -8591438.000000 Penalty: 5341.116699
	Iteration 4F: 3 clusters Score -8591438 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -8593362.000000 Penalty: 5341.116699
	Iteration 5F: 3 clusters Score -8593362 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -8595519.000000 Penalty: 5341.116699
	Iteration 6F: 3 clusters Score -8595519 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -8597657.000000 Penalty: 5341.116699
	Iteration 7F: 3 clusters Score -8597657 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -8599583.000000 Penalty: 5341.116699
	Iteration 8F: 3 clusters Score -8599583 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42037 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -8601317.000000 Penalty: 5341.116699
	Iteration 9Q: 3 clusters Score -8601317 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -8602483.000000 Penalty: 5341.116699
	Iteration 10Q: 3 clusters Score -8602483 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44769 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -8603219.000000 Penalty: 5341.116699
	Iteration 11Q: 3 clusters Score -8603219 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45558 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -8603608.000000 Penalty: 5341.116699
	Iteration 12Q: 3 clusters Score -8603608 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46045 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -8603809.000000 Penalty: 5341.116699
	Iteration 13Q: 3 clusters Score -8603809 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46346 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -8603908.000000 Penalty: 5341.116699
	Iteration 14Q: 3 clusters Score -8603908 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -8603988.000000 Penalty: 5341.116699
	Iteration 15Q: 3 clusters Score -8603988 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8604049.000000 Penalty: 5341.116699
	Iteration 16Q: 3 clusters Score -8604049 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46762 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8604100.000000 Penalty: 5341.116699
	Iteration 17Q: 3 clusters Score -8604100 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46824 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -8604135.000000 Penalty: 5341.116699
	Iteration 18Q: 3 clusters Score -8604135 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46872 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -8604154.000000 Penalty: 5341.116699
	Iteration 19Q: 3 clusters Score -8604154 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46908 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8604167.000000 Penalty: 5341.116699
	Iteration 20F: 3 clusters Score -8604167 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46932 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -8604186.000000 Penalty: 5341.116699
	Iteration 21Q: 3 clusters Score -8604186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46951 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8604186.000000 Penalty: 5341.116699
	Iteration 22Q: 3 clusters Score -8604186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46967 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -8604189.000000 Penalty: 5341.116699
	Iteration 23Q: 3 clusters Score -8604189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -8604192.000000 Penalty: 5341.116699
	Iteration 24Q: 3 clusters Score -8604192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46983 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -8604198.000000 Penalty: 5341.116699
	Iteration 25Q: 3 clusters Score -8604198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8604199.000000 Penalty: 5341.116699
	Iteration 26Q: 3 clusters Score -8604199 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46988 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8604206.000000 Penalty: 5341.116699
	Iteration 27Q: 3 clusters Score -8604206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8604201.000000 Penalty: 5341.116699
	Iteration 28Q: 3 clusters Score -8604201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46991 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8604193.000000 Penalty: 5341.116699
	Iteration 29Q: 3 clusters Score -8604193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46991 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8604193.000000 Penalty: 5341.116699
	Iteration 30F: 3 clusters Score -8604193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -56100.875000 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -56100.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -54724.761719 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -54724.76 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -54903.273438 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -54903.27 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -54977.082031 Penalty: 2982.802734
	Iteration 2F: 3 clusters Score -54977.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -54995.562500 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -54995.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -55002.292969 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -55002.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -55016.789062 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -55016.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -55016.789062 Penalty: 2982.802734
	Iteration 6F: 3 clusters Score -55016.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Entering Unmasked Estep 
Score: -4600024.500000 Penalty: 2520.137451
	Iteration 0F: 2 clusters Score -4600024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -4582153.000000 Penalty: 5040.274902
	Iteration 0F: 3 clusters Score -4582153 nChanged 11681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -4588347.000000 Penalty: 5040.274902
	Iteration 1F: 3 clusters Score -4588347 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -4588696.000000 Penalty: 5040.274902
	Iteration 2Q: 3 clusters Score -4588696 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -4589032.500000 Penalty: 5040.274902
	Iteration 3Q: 3 clusters Score -4589032 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -4589348.500000 Penalty: 5040.274902
	Iteration 4Q: 3 clusters Score -4589348 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -4589718.500000 Penalty: 5040.274902
	Iteration 5Q: 3 clusters Score -4589718 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -4590205.500000 Penalty: 5040.274902
	Iteration 6Q: 3 clusters Score -4590206 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -4590890.000000 Penalty: 5040.274902
	Iteration 7Q: 3 clusters Score -4590890 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -4591848.500000 Penalty: 5040.274902
	Iteration 8F: 3 clusters Score -4591848 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -4593125.500000 Penalty: 5040.274902
	Iteration 9F: 3 clusters Score -4593126 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -4594575.500000 Penalty: 5040.274902
	Iteration 10F: 3 clusters Score -4594576 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -4595963.500000 Penalty: 5040.274902
	Iteration 11F: 3 clusters Score -4595964 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -4596895.000000 Penalty: 5040.274902
	Iteration 12Q: 3 clusters Score -4596895 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -4597413.500000 Penalty: 5040.274902
	Iteration 13Q: 3 clusters Score -4597414 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -4597625.000000 Penalty: 5040.274902
	Iteration 14Q: 3 clusters Score -4597625 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -4597720.500000 Penalty: 5040.274902
	Iteration 15Q: 3 clusters Score -4597720 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -4597755.500000 Penalty: 5040.274902
	Iteration 16Q: 3 clusters Score -4597756 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -4597790.000000 Penalty: 5040.274902
	Iteration 17Q: 3 clusters Score -4597790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -4597820.500000 Penalty: 5040.274902
	Iteration 18Q: 3 clusters Score -4597820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -4597836.000000 Penalty: 5040.274902
	Iteration 19Q: 3 clusters Score -4597836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 25654 members 
Entering Unmasked Estep 
Score: -4597842.500000 Penalty: 5040.274902
	Iteration 20F: 3 clusters Score -4597842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (25132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Entering Unmasked Estep 
Score: -4564159.500000 Penalty: 2512.710449
	Iteration 0F: 2 clusters Score -4564160 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 12424 members 
Entering Unmasked Estep 
Score: -4546822.500000 Penalty: 5025.420898
	Iteration 0F: 3 clusters Score -4546822 nChanged 11169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -4552741.500000 Penalty: 5025.420898
	Iteration 1F: 3 clusters Score -4552742 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -4553201.000000 Penalty: 5025.420898
	Iteration 2F: 3 clusters Score -4553201 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -4553645.500000 Penalty: 5025.420898
	Iteration 3Q: 3 clusters Score -4553646 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -4554213.000000 Penalty: 5025.420898
	Iteration 4Q: 3 clusters Score -4554213 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -4555005.500000 Penalty: 5025.420898
	Iteration 5F: 3 clusters Score -4555006 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -4556134.000000 Penalty: 5025.420898
	Iteration 6F: 3 clusters Score -4556134 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -4557623.000000 Penalty: 5025.420898
	Iteration 7F: 3 clusters Score -4557623 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -4559136.500000 Penalty: 5025.420898
	Iteration 8F: 3 clusters Score -4559136 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4560440.000000 Penalty: 5025.420898
	Iteration 9F: 3 clusters Score -4560440 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4561209.000000 Penalty: 5025.420898
	Iteration 10Q: 3 clusters Score -4561209 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24613 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -4561530.000000 Penalty: 5025.420898
	Iteration 11Q: 3 clusters Score -4561530 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4561702.000000 Penalty: 5025.420898
	Iteration 12Q: 3 clusters Score -4561702 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4561800.000000 Penalty: 5025.420898
	Iteration 13Q: 3 clusters Score -4561800 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -4561854.000000 Penalty: 5025.420898
	Iteration 14Q: 3 clusters Score -4561854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4561884.500000 Penalty: 5025.420898
	Iteration 15Q: 3 clusters Score -4561884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4561905.500000 Penalty: 5025.420898
	Iteration 16Q: 3 clusters Score -4561906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4561925.000000 Penalty: 5025.420898
	Iteration 17Q: 3 clusters Score -4561925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4561943.500000 Penalty: 5025.420898
	Iteration 18Q: 3 clusters Score -4561944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4561954.500000 Penalty: 5025.420898
	Iteration 19Q: 3 clusters Score -4561954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4561961.000000 Penalty: 5025.420898
	Iteration 20F: 3 clusters Score -4561961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -4561967.500000 Penalty: 5025.420898
	Iteration 21Q: 3 clusters Score -4561968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4561973.000000 Penalty: 5025.420898
	Iteration 22Q: 3 clusters Score -4561973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4561974.500000 Penalty: 5025.420898
	Iteration 23Q: 3 clusters Score -4561974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4561978.500000 Penalty: 5025.420898
	Iteration 24Q: 3 clusters Score -4561978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4561979.500000 Penalty: 5025.420898
	Iteration 25Q: 3 clusters Score -4561980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4561981.500000 Penalty: 5025.420898
	Iteration 26Q: 3 clusters Score -4561982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4561985.500000 Penalty: 5025.420898
	Iteration 27Q: 3 clusters Score -4561986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4561988.000000 Penalty: 5025.420898
	Iteration 28Q: 3 clusters Score -4561988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4561988.000000 Penalty: 5025.420898
	Iteration 29F: 3 clusters Score -4561988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (46871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46871 members 
Entering Unmasked Estep 
Score: -8635659.000000 Penalty: 2667.278320
	Iteration 0F: 2 clusters Score -8635659 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -8605594.000000 Penalty: 5334.556641
	Iteration 0F: 3 clusters Score -8605594 nChanged 21691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23547 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -8617973.000000 Penalty: 5334.556641
	Iteration 1F: 3 clusters Score -8617973 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -8618798.000000 Penalty: 5334.556641
	Iteration 2Q: 3 clusters Score -8618798 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -8619671.000000 Penalty: 5334.556641
	Iteration 3Q: 3 clusters Score -8619671 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -8620707.000000 Penalty: 5334.556641
	Iteration 4Q: 3 clusters Score -8620707 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -8622250.000000 Penalty: 5334.556641
	Iteration 5F: 3 clusters Score -8622250 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -8624137.000000 Penalty: 5334.556641
	Iteration 6F: 3 clusters Score -8624137 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -8626228.000000 Penalty: 5334.556641
	Iteration 7F: 3 clusters Score -8626228 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -8627676.000000 Penalty: 5334.556641
	Iteration 8F: 3 clusters Score -8627676 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -8628528.000000 Penalty: 5334.556641
	Iteration 9Q: 3 clusters Score -8628528 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -8629152.000000 Penalty: 5334.556641
	Iteration 10Q: 3 clusters Score -8629152 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25498 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -8629782.000000 Penalty: 5334.556641
	Iteration 11Q: 3 clusters Score -8629782 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -8630546.000000 Penalty: 5334.556641
	Iteration 12Q: 3 clusters Score -8630546 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -8631214.000000 Penalty: 5334.556641
	Iteration 13Q: 3 clusters Score -8631214 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -8631743.000000 Penalty: 5334.556641
	Iteration 14Q: 3 clusters Score -8631743 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -8632189.000000 Penalty: 5334.556641
	Iteration 15Q: 3 clusters Score -8632189 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -8632466.000000 Penalty: 5334.556641
	Iteration 16Q: 3 clusters Score -8632466 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -8632663.000000 Penalty: 5334.556641
	Iteration 17Q: 3 clusters Score -8632663 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -8632780.000000 Penalty: 5334.556641
	Iteration 18Q: 3 clusters Score -8632780 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -8632861.000000 Penalty: 5334.556641
	Iteration 19Q: 3 clusters Score -8632861 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -8632914.000000 Penalty: 5334.556641
	Iteration 20F: 3 clusters Score -8632914 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -8632948.000000 Penalty: 5334.556641
	Iteration 21Q: 3 clusters Score -8632948 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -8632964.000000 Penalty: 5334.556641
	Iteration 22Q: 3 clusters Score -8632964 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -8632960.000000 Penalty: 5334.556641
	Iteration 23Q: 3 clusters Score -8632960 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -8632953.000000 Penalty: 5334.556641
	Iteration 24Q: 3 clusters Score -8632953 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -8632953.000000 Penalty: 5334.556641
	Iteration 25Q: 3 clusters Score -8632953 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -8632961.000000 Penalty: 5334.556641
	Iteration 26Q: 3 clusters Score -8632961 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -8632970.000000 Penalty: 5334.556641
	Iteration 27Q: 3 clusters Score -8632970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -8632964.000000 Penalty: 5334.556641
	Iteration 28Q: 3 clusters Score -8632964 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -8632955.000000 Penalty: 5334.556641
	Iteration 29Q: 3 clusters Score -8632955 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -8632960.000000 Penalty: 5334.556641
	Iteration 30Q: 3 clusters Score -8632960 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -8632960.000000 Penalty: 5334.556641
	Iteration 31Q: 3 clusters Score -8632960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -8632955.000000 Penalty: 5334.556641
	Iteration 32Q: 3 clusters Score -8632955 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -8632963.000000 Penalty: 5334.556641
	Iteration 33Q: 3 clusters Score -8632963 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -8632956.000000 Penalty: 5334.556641
	Iteration 34Q: 3 clusters Score -8632956 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -8632958.000000 Penalty: 5334.556641
	Iteration 35Q: 3 clusters Score -8632958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27719 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -8632971.000000 Penalty: 5334.556641
	Iteration 36Q: 3 clusters Score -8632971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -8632965.000000 Penalty: 5334.556641
	Iteration 37Q: 3 clusters Score -8632965 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27747 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -8632977.000000 Penalty: 5334.556641
	Iteration 38Q: 3 clusters Score -8632977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -8632972.000000 Penalty: 5334.556641
	Iteration 39Q: 3 clusters Score -8632972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -8632971.000000 Penalty: 5334.556641
	Iteration 40F: 3 clusters Score -8632971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (45366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45366 members 
Entering Unmasked Estep 
Score: -8350247.000000 Penalty: 2659.184570
	Iteration 0F: 2 clusters Score -8350247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -8320924.000000 Penalty: 5318.369141
	Iteration 0F: 3 clusters Score -8320924 nChanged 20878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -8332159.500000 Penalty: 5318.369141
	Iteration 1F: 3 clusters Score -8332160 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -8332588.000000 Penalty: 5318.369141
	Iteration 2Q: 3 clusters Score -8332588 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -8332948.000000 Penalty: 5318.369141
	Iteration 3Q: 3 clusters Score -8332948 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -8333280.000000 Penalty: 5318.369141
	Iteration 4Q: 3 clusters Score -8333280 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -8333589.500000 Penalty: 5318.369141
	Iteration 5Q: 3 clusters Score -8333590 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -8333904.000000 Penalty: 5318.369141
	Iteration 6Q: 3 clusters Score -8333904 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25974 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -8334296.500000 Penalty: 5318.369141
	Iteration 7Q: 3 clusters Score -8334296 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -8334813.000000 Penalty: 5318.369141
	Iteration 8Q: 3 clusters Score -8334813 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -8335682.000000 Penalty: 5318.369141
	Iteration 9Q: 3 clusters Score -8335682 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -8336940.000000 Penalty: 5318.369141
	Iteration 10F: 3 clusters Score -8336940 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -8338987.500000 Penalty: 5318.369141
	Iteration 11F: 3 clusters Score -8338988 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -8341706.500000 Penalty: 5318.369141
	Iteration 12F: 3 clusters Score -8341706 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -8344396.000000 Penalty: 5318.369141
	Iteration 13F: 3 clusters Score -8344396 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42516 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -8346278.500000 Penalty: 5318.369141
	Iteration 14F: 3 clusters Score -8346278 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -8347256.500000 Penalty: 5318.369141
	Iteration 15Q: 3 clusters Score -8347256 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44565 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -8347606.500000 Penalty: 5318.369141
	Iteration 16Q: 3 clusters Score -8347606 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44838 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -8347802.500000 Penalty: 5318.369141
	Iteration 17Q: 3 clusters Score -8347802 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8347909.000000 Penalty: 5318.369141
	Iteration 18Q: 3 clusters Score -8347909 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45008 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -8347941.500000 Penalty: 5318.369141
	Iteration 19Q: 3 clusters Score -8347942 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -8347955.500000 Penalty: 5318.369141
	Iteration 20F: 3 clusters Score -8347956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45046 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8347964.500000 Penalty: 5318.369141
	Iteration 21Q: 3 clusters Score -8347964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45054 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8347978.500000 Penalty: 5318.369141
	Iteration 22Q: 3 clusters Score -8347978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45062 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8348003.500000 Penalty: 5318.369141
	Iteration 23Q: 3 clusters Score -8348004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8348018.500000 Penalty: 5318.369141
	Iteration 24Q: 3 clusters Score -8348018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45079 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8348029.000000 Penalty: 5318.369141
	Iteration 25Q: 3 clusters Score -8348029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8348025.000000 Penalty: 5318.369141
	Iteration 26Q: 3 clusters Score -8348025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45084 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -8348032.500000 Penalty: 5318.369141
	Iteration 27Q: 3 clusters Score -8348032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8348031.000000 Penalty: 5318.369141
	Iteration 28Q: 3 clusters Score -8348031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8348037.000000 Penalty: 5318.369141
	Iteration 29Q: 3 clusters Score -8348037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8348040.500000 Penalty: 5318.369141
	Iteration 30Q: 3 clusters Score -8348040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45089 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8348041.000000 Penalty: 5318.369141
	Iteration 31Q: 3 clusters Score -8348041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -8348046.000000 Penalty: 5318.369141
	Iteration 32Q: 3 clusters Score -8348046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45094 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8348056.500000 Penalty: 5318.369141
	Iteration 33Q: 3 clusters Score -8348056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45095 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -8348058.000000 Penalty: 5318.369141
	Iteration 34Q: 3 clusters Score -8348058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8348058.000000 Penalty: 5318.369141
	Iteration 35Q: 3 clusters Score -8348058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8348058.000000 Penalty: 5318.369141
	Iteration 36F: 3 clusters Score -8348058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (46126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46126 members 
Entering Unmasked Estep 
Score: -8479143.000000 Penalty: 2663.304688
	Iteration 0F: 2 clusters Score -8479143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -8449106.000000 Penalty: 5326.609375
	Iteration 0F: 3 clusters Score -8449106 nChanged 21262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -8460639.000000 Penalty: 5326.609375
	Iteration 1F: 3 clusters Score -8460639 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -8461132.000000 Penalty: 5326.609375
	Iteration 2Q: 3 clusters Score -8461132 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -8461697.000000 Penalty: 5326.609375
	Iteration 3Q: 3 clusters Score -8461697 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -8462287.000000 Penalty: 5326.609375
	Iteration 4Q: 3 clusters Score -8462287 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 28312 members 
Entering Unmasked Estep 
Score: -8463177.000000 Penalty: 5326.609375
	Iteration 5Q: 3 clusters Score -8463177 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -8464542.000000 Penalty: 5326.609375
	Iteration 6F: 3 clusters Score -8464542 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -8466705.000000 Penalty: 5326.609375
	Iteration 7F: 3 clusters Score -8466705 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
Score: -8469484.000000 Penalty: 5326.609375
	Iteration 8F: 3 clusters Score -8469484 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 40445 members 
Entering Unmasked Estep 
Score: -8472481.000000 Penalty: 5326.609375
	Iteration 9F: 3 clusters Score -8472481 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 43157 members 
Entering Unmasked Estep 
Score: -8474785.000000 Penalty: 5326.609375
	Iteration 10F: 3 clusters Score -8474785 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -8475973.000000 Penalty: 5326.609375
	Iteration 11Q: 3 clusters Score -8475973 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 45447 members 
Entering Unmasked Estep 
Score: -8476455.000000 Penalty: 5326.609375
	Iteration 12Q: 3 clusters Score -8476455 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 45701 members 
Entering Unmasked Estep 
Score: -8476649.000000 Penalty: 5326.609375
	Iteration 13Q: 3 clusters Score -8476649 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 45802 members 
Entering Unmasked Estep 
Score: -8476729.000000 Penalty: 5326.609375
	Iteration 14Q: 3 clusters Score -8476729 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 45840 members 
Entering Unmasked Estep 
Score: -8476781.000000 Penalty: 5326.609375
	Iteration 15Q: 3 clusters Score -8476781 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 45856 members 
Entering Unmasked Estep 
Score: -8476791.000000 Penalty: 5326.609375
	Iteration 16Q: 3 clusters Score -8476791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 45865 members 
Entering Unmasked Estep 
Score: -8476819.000000 Penalty: 5326.609375
	Iteration 17Q: 3 clusters Score -8476819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 45875 members 
Entering Unmasked Estep 
Score: -8476826.000000 Penalty: 5326.609375
	Iteration 18Q: 3 clusters Score -8476826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 45880 members 
Entering Unmasked Estep 
Score: -8476846.000000 Penalty: 5326.609375
	Iteration 19Q: 3 clusters Score -8476846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -8476841.000000 Penalty: 5326.609375
	Iteration 20F: 3 clusters Score -8476841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 45884 members 
Entering Unmasked Estep 
Score: -8476857.000000 Penalty: 5326.609375
	Iteration 21Q: 3 clusters Score -8476857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 45885 members 
Entering Unmasked Estep 
Score: -8476852.000000 Penalty: 5326.609375
	Iteration 22Q: 3 clusters Score -8476852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 45887 members 
Entering Unmasked Estep 
Score: -8476852.000000 Penalty: 5326.609375
	Iteration 23Q: 3 clusters Score -8476852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 45889 members 
Entering Unmasked Estep 
Score: -8476862.000000 Penalty: 5326.609375
	Iteration 24Q: 3 clusters Score -8476862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 45890 members 
Entering Unmasked Estep 
Score: -8476862.000000 Penalty: 5326.609375
	Iteration 25Q: 3 clusters Score -8476862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 45893 members 
Entering Unmasked Estep 
Score: -8476859.000000 Penalty: 5326.609375
	Iteration 26Q: 3 clusters Score -8476859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 45895 members 
Entering Unmasked Estep 
Score: -8476862.000000 Penalty: 5326.609375
	Iteration 27Q: 3 clusters Score -8476862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 45895 members 
Entering Unmasked Estep 
Score: -8476862.000000 Penalty: 5326.609375
	Iteration 28F: 3 clusters Score -8476862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (46777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46777 members 
Entering Unmasked Estep 
Score: -8571939.000000 Penalty: 2666.780518
	Iteration 0F: 2 clusters Score -8571939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -8542123.000000 Penalty: 5333.561035
	Iteration 0F: 3 clusters Score -8542123 nChanged 21697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -8554052.000000 Penalty: 5333.561035
	Iteration 1F: 3 clusters Score -8554052 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -8554885.000000 Penalty: 5333.561035
	Iteration 2Q: 3 clusters Score -8554885 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -8555919.000000 Penalty: 5333.561035
	Iteration 3Q: 3 clusters Score -8555919 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -8557252.000000 Penalty: 5333.561035
	Iteration 4F: 3 clusters Score -8557252 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -8558986.000000 Penalty: 5333.561035
	Iteration 5F: 3 clusters Score -8558986 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 32494 members 
Entering Unmasked Estep 
Score: -8561002.000000 Penalty: 5333.561035
	Iteration 6F: 3 clusters Score -8561002 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 34644 members 
Entering Unmasked Estep 
Score: -8563164.000000 Penalty: 5333.561035
	Iteration 7F: 3 clusters Score -8563164 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 36512 members 
Entering Unmasked Estep 
Score: -8565034.000000 Penalty: 5333.561035
	Iteration 8F: 3 clusters Score -8565034 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -8566442.000000 Penalty: 5333.561035
	Iteration 9Q: 3 clusters Score -8566442 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 39416 members 
Entering Unmasked Estep 
Score: -8567445.000000 Penalty: 5333.561035
	Iteration 10Q: 3 clusters Score -8567445 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -8568093.000000 Penalty: 5333.561035
	Iteration 11Q: 3 clusters Score -8568093 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 41417 members 
Entering Unmasked Estep 
Score: -8568471.000000 Penalty: 5333.561035
	Iteration 12Q: 3 clusters Score -8568471 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -8568765.000000 Penalty: 5333.561035
	Iteration 13Q: 3 clusters Score -8568765 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -8569007.000000 Penalty: 5333.561035
	Iteration 14Q: 3 clusters Score -8569007 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 43423 members 
Entering Unmasked Estep 
Score: -8569210.000000 Penalty: 5333.561035
	Iteration 15Q: 3 clusters Score -8569210 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 43900 members 
Entering Unmasked Estep 
Score: -8569384.000000 Penalty: 5333.561035
	Iteration 16Q: 3 clusters Score -8569384 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 44284 members 
Entering Unmasked Estep 
Score: -8569528.000000 Penalty: 5333.561035
	Iteration 17Q: 3 clusters Score -8569528 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -8569630.000000 Penalty: 5333.561035
	Iteration 18Q: 3 clusters Score -8569630 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -8569701.000000 Penalty: 5333.561035
	Iteration 19Q: 3 clusters Score -8569701 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -8569745.000000 Penalty: 5333.561035
	Iteration 20F: 3 clusters Score -8569745 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -8569787.000000 Penalty: 5333.561035
	Iteration 21Q: 3 clusters Score -8569787 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 45267 members 
Entering Unmasked Estep 
Score: -8569827.000000 Penalty: 5333.561035
	Iteration 22Q: 3 clusters Score -8569827 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 45370 members 
Entering Unmasked Estep 
Score: -8569861.000000 Penalty: 5333.561035
	Iteration 23Q: 3 clusters Score -8569861 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 45451 members 
Entering Unmasked Estep 
Score: -8569854.000000 Penalty: 5333.561035
	Iteration 24Q: 3 clusters Score -8569854 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -8569878.000000 Penalty: 5333.561035
	Iteration 25Q: 3 clusters Score -8569878 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 45573 members 
Entering Unmasked Estep 
Score: -8569908.000000 Penalty: 5333.561035
	Iteration 26Q: 3 clusters Score -8569908 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 45617 members 
Entering Unmasked Estep 
Score: -8569920.000000 Penalty: 5333.561035
	Iteration 27Q: 3 clusters Score -8569920 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 45657 members 
Entering Unmasked Estep 
Score: -8569926.000000 Penalty: 5333.561035
	Iteration 28Q: 3 clusters Score -8569926 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 45690 members 
Entering Unmasked Estep 
Score: -8569928.000000 Penalty: 5333.561035
	Iteration 29Q: 3 clusters Score -8569928 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 45711 members 
Entering Unmasked Estep 
Score: -8569935.000000 Penalty: 5333.561035
	Iteration 30Q: 3 clusters Score -8569935 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 45737 members 
Entering Unmasked Estep 
Score: -8569936.000000 Penalty: 5333.561035
	Iteration 31Q: 3 clusters Score -8569936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 45754 members 
Entering Unmasked Estep 
Score: -8569937.000000 Penalty: 5333.561035
	Iteration 32Q: 3 clusters Score -8569937 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -8569943.000000 Penalty: 5333.561035
	Iteration 33Q: 3 clusters Score -8569943 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
Score: -8569945.000000 Penalty: 5333.561035
	Iteration 34Q: 3 clusters Score -8569945 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 45803 members 
Entering Unmasked Estep 
Score: -8569960.000000 Penalty: 5333.561035
	Iteration 35Q: 3 clusters Score -8569960 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 45823 members 
Entering Unmasked Estep 
Score: -8569968.000000 Penalty: 5333.561035
	Iteration 36Q: 3 clusters Score -8569968 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 45843 members 
Entering Unmasked Estep 
Score: -8569965.000000 Penalty: 5333.561035
	Iteration 37Q: 3 clusters Score -8569965 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -8569974.000000 Penalty: 5333.561035
	Iteration 38Q: 3 clusters Score -8569974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 45875 members 
Entering Unmasked Estep 
Score: -8569974.000000 Penalty: 5333.561035
	Iteration 39Q: 3 clusters Score -8569974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 45885 members 
Entering Unmasked Estep 
Score: -8569977.000000 Penalty: 5333.561035
	Iteration 40F: 3 clusters Score -8569977 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 45895 members 
Entering Unmasked Estep 
Score: -8569990.000000 Penalty: 5333.561035
	Iteration 41Q: 3 clusters Score -8569990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 45896 members 
Entering Unmasked Estep 
Score: -8569994.000000 Penalty: 5333.561035
	Iteration 42Q: 3 clusters Score -8569994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 45898 members 
Entering Unmasked Estep 
Score: -8569991.000000 Penalty: 5333.561035
	Iteration 43Q: 3 clusters Score -8569991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 45900 members 
Entering Unmasked Estep 
Score: -8569995.000000 Penalty: 5333.561035
	Iteration 44Q: 3 clusters Score -8569995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 45901 members 
Entering Unmasked Estep 
Score: -8569993.000000 Penalty: 5333.561035
	Iteration 45Q: 3 clusters Score -8569993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 45901 members 
Entering Unmasked Estep 
Score: -8569991.000000 Penalty: 5333.561035
	Iteration 46Q: 3 clusters Score -8569991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -8569989.000000 Penalty: 5333.561035
	Iteration 47Q: 3 clusters Score -8569989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 45903 members 
Entering Unmasked Estep 
Score: -8569991.000000 Penalty: 5333.561035
	Iteration 48Q: 3 clusters Score -8569991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 45905 members 
Entering Unmasked Estep 
Score: -8569990.000000 Penalty: 5333.561035
	Iteration 49Q: 3 clusters Score -8569990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 45906 members 
Entering Unmasked Estep 
Score: -8569994.000000 Penalty: 5333.561035
	Iteration 50Q: 3 clusters Score -8569994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 45906 members 
Entering Unmasked Estep 
Score: -8569994.000000 Penalty: 5333.561035
	Iteration 51F: 3 clusters Score -8569994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Entering Unmasked Estep 
Score: -1854454.250000 Penalty: 2288.856689
	Iteration 0F: 2 clusters Score -1854454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1846745.625000 Penalty: 4577.713379
	Iteration 0F: 3 clusters Score -1846746 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1849085.125000 Penalty: 4577.713379
	Iteration 1F: 3 clusters Score -1849085 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1849520.625000 Penalty: 4577.713379
	Iteration 2F: 3 clusters Score -1849521 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1849969.875000 Penalty: 4577.713379
	Iteration 3F: 3 clusters Score -1849970 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1850364.500000 Penalty: 4577.713379
	Iteration 4F: 3 clusters Score -1850364 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1850699.625000 Penalty: 4577.713379
	Iteration 5F: 3 clusters Score -1850700 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1851003.000000 Penalty: 4577.713379
	Iteration 6F: 3 clusters Score -1851003 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1851309.875000 Penalty: 4577.713379
	Iteration 7Q: 3 clusters Score -1851310 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1851615.000000 Penalty: 4577.713379
	Iteration 8Q: 3 clusters Score -1851615 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1851915.000000 Penalty: 4577.713379
	Iteration 9Q: 3 clusters Score -1851915 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1852175.750000 Penalty: 4577.713379
	Iteration 10Q: 3 clusters Score -1852176 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1852412.250000 Penalty: 4577.713379
	Iteration 11Q: 3 clusters Score -1852412 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1852600.750000 Penalty: 4577.713379
	Iteration 12Q: 3 clusters Score -1852601 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1852754.500000 Penalty: 4577.713379
	Iteration 13Q: 3 clusters Score -1852754 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1852860.625000 Penalty: 4577.713379
	Iteration 14Q: 3 clusters Score -1852861 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -1852948.375000 Penalty: 4577.713379
	Iteration 15Q: 3 clusters Score -1852948 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1853005.375000 Penalty: 4577.713379
	Iteration 16Q: 3 clusters Score -1853005 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1853056.625000 Penalty: 4577.713379
	Iteration 17Q: 3 clusters Score -1853057 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1853092.625000 Penalty: 4577.713379
	Iteration 18Q: 3 clusters Score -1853093 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1853114.750000 Penalty: 4577.713379
	Iteration 19Q: 3 clusters Score -1853115 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1853134.000000 Penalty: 4577.713379
	Iteration 20F: 3 clusters Score -1853134 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1853155.500000 Penalty: 4577.713379
	Iteration 21Q: 3 clusters Score -1853156 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1853164.625000 Penalty: 4577.713379
	Iteration 22Q: 3 clusters Score -1853165 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1853171.875000 Penalty: 4577.713379
	Iteration 23Q: 3 clusters Score -1853172 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1853179.875000 Penalty: 4577.713379
	Iteration 24Q: 3 clusters Score -1853180 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1853184.125000 Penalty: 4577.713379
	Iteration 25Q: 3 clusters Score -1853184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1853184.750000 Penalty: 4577.713379
	Iteration 26Q: 3 clusters Score -1853185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1853188.125000 Penalty: 4577.713379
	Iteration 27Q: 3 clusters Score -1853188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1853190.000000 Penalty: 4577.713379
	Iteration 28Q: 3 clusters Score -1853190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1853196.125000 Penalty: 4577.713379
	Iteration 29Q: 3 clusters Score -1853196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1853197.125000 Penalty: 4577.713379
	Iteration 30Q: 3 clusters Score -1853197 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1853198.250000 Penalty: 4577.713379
	Iteration 31Q: 3 clusters Score -1853198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1853199.375000 Penalty: 4577.713379
	Iteration 32Q: 3 clusters Score -1853199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1853201.125000 Penalty: 4577.713379
	Iteration 33Q: 3 clusters Score -1853201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1853201.625000 Penalty: 4577.713379
	Iteration 34Q: 3 clusters Score -1853202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1853201.500000 Penalty: 4577.713379
	Iteration 35Q: 3 clusters Score -1853202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1853201.875000 Penalty: 4577.713379
	Iteration 36Q: 3 clusters Score -1853202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1853198.250000 Penalty: 4577.713379
	Iteration 37Q: 3 clusters Score -1853198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1853201.375000 Penalty: 4577.713379
	Iteration 38Q: 3 clusters Score -1853201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1853203.500000 Penalty: 4577.713379
	Iteration 39Q: 3 clusters Score -1853204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1853207.500000 Penalty: 4577.713379
	Iteration 40F: 3 clusters Score -1853208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1853209.375000 Penalty: 4577.713379
	Iteration 41Q: 3 clusters Score -1853209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -1853211.750000 Penalty: 4577.713379
	Iteration 42Q: 3 clusters Score -1853212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1853211.250000 Penalty: 4577.713379
	Iteration 43Q: 3 clusters Score -1853211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1853210.625000 Penalty: 4577.713379
	Iteration 44Q: 3 clusters Score -1853211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1853211.375000 Penalty: 4577.713379
	Iteration 45Q: 3 clusters Score -1853211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1853211.375000 Penalty: 4577.713379
	Iteration 46F: 3 clusters Score -1853211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -2234031.500000 Penalty: 2334.007324
	Iteration 0F: 2 clusters Score -2234032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2224871.000000 Penalty: 4668.014648
	Iteration 0F: 3 clusters Score -2224871 nChanged 5156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2227636.250000 Penalty: 4668.014648
	Iteration 1F: 3 clusters Score -2227636 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -2227977.250000 Penalty: 4668.014648
	Iteration 2F: 3 clusters Score -2227977 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -2228262.000000 Penalty: 4668.014648
	Iteration 3F: 3 clusters Score -2228262 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -2228522.000000 Penalty: 4668.014648
	Iteration 4Q: 3 clusters Score -2228522 nChanged 518
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: -2228880.750000 Penalty: 4668.014648
	Iteration 5Q: 3 clusters Score -2228881 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -2229299.750000 Penalty: 4668.014648
	Iteration 6Q: 3 clusters Score -2229300 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -2229707.000000 Penalty: 4668.014648
	Iteration 7Q: 3 clusters Score -2229707 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -2230104.500000 Penalty: 4668.014648
	Iteration 8Q: 3 clusters Score -2230104 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -2230468.750000 Penalty: 4668.014648
	Iteration 9F: 3 clusters Score -2230469 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2230863.250000 Penalty: 4668.014648
	Iteration 10Q: 3 clusters Score -2230863 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -2231267.750000 Penalty: 4668.014648
	Iteration 11F: 3 clusters Score -2231268 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -2231688.000000 Penalty: 4668.014648
	Iteration 12F: 3 clusters Score -2231688 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -2232057.750000 Penalty: 4668.014648
	Iteration 13Q: 3 clusters Score -2232058 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -2232369.500000 Penalty: 4668.014648
	Iteration 14Q: 3 clusters Score -2232370 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -2232586.500000 Penalty: 4668.014648
	Iteration 15Q: 3 clusters Score -2232586 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -2232721.500000 Penalty: 4668.014648
	Iteration 16Q: 3 clusters Score -2232722 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -2232794.500000 Penalty: 4668.014648
	Iteration 17Q: 3 clusters Score -2232794 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2232828.000000 Penalty: 4668.014648
	Iteration 18Q: 3 clusters Score -2232828 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -2232856.500000 Penalty: 4668.014648
	Iteration 19Q: 3 clusters Score -2232856 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2232873.250000 Penalty: 4668.014648
	Iteration 20F: 3 clusters Score -2232873 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -2232898.250000 Penalty: 4668.014648
	Iteration 21Q: 3 clusters Score -2232898 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -2232923.000000 Penalty: 4668.014648
	Iteration 22Q: 3 clusters Score -2232923 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2232935.500000 Penalty: 4668.014648
	Iteration 23Q: 3 clusters Score -2232936 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2232954.500000 Penalty: 4668.014648
	Iteration 24Q: 3 clusters Score -2232954 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -2232958.750000 Penalty: 4668.014648
	Iteration 25Q: 3 clusters Score -2232959 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -2232963.250000 Penalty: 4668.014648
	Iteration 26Q: 3 clusters Score -2232963 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2232973.000000 Penalty: 4668.014648
	Iteration 27Q: 3 clusters Score -2232973 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -2232984.500000 Penalty: 4668.014648
	Iteration 28Q: 3 clusters Score -2232984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -2232990.750000 Penalty: 4668.014648
	Iteration 29Q: 3 clusters Score -2232991 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -2233002.000000 Penalty: 4668.014648
	Iteration 30Q: 3 clusters Score -2233002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2233007.250000 Penalty: 4668.014648
	Iteration 31Q: 3 clusters Score -2233007 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2233013.250000 Penalty: 4668.014648
	Iteration 32Q: 3 clusters Score -2233013 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -2233017.500000 Penalty: 4668.014648
	Iteration 33Q: 3 clusters Score -2233018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2233019.750000 Penalty: 4668.014648
	Iteration 34Q: 3 clusters Score -2233020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -2233019.500000 Penalty: 4668.014648
	Iteration 35Q: 3 clusters Score -2233020 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2233026.250000 Penalty: 4668.014648
	Iteration 36Q: 3 clusters Score -2233026 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2233033.750000 Penalty: 4668.014648
	Iteration 37Q: 3 clusters Score -2233034 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2233039.500000 Penalty: 4668.014648
	Iteration 38Q: 3 clusters Score -2233040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2233049.000000 Penalty: 4668.014648
	Iteration 39Q: 3 clusters Score -2233049 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2233051.500000 Penalty: 4668.014648
	Iteration 40F: 3 clusters Score -2233052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -2233053.250000 Penalty: 4668.014648
	Iteration 41Q: 3 clusters Score -2233053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2233052.500000 Penalty: 4668.014648
	Iteration 42Q: 3 clusters Score -2233052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2233049.750000 Penalty: 4668.014648
	Iteration 43Q: 3 clusters Score -2233050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -2233054.750000 Penalty: 4668.014648
	Iteration 44Q: 3 clusters Score -2233055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -2233059.500000 Penalty: 4668.014648
	Iteration 45Q: 3 clusters Score -2233060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -2233060.750000 Penalty: 4668.014648
	Iteration 46Q: 3 clusters Score -2233061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2233062.250000 Penalty: 4668.014648
	Iteration 47Q: 3 clusters Score -2233062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2233065.250000 Penalty: 4668.014648
	Iteration 48Q: 3 clusters Score -2233065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2233067.750000 Penalty: 4668.014648
	Iteration 49Q: 3 clusters Score -2233068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -2233069.250000 Penalty: 4668.014648
	Iteration 50Q: 3 clusters Score -2233069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2233070.500000 Penalty: 4668.014648
	Iteration 51Q: 3 clusters Score -2233070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2233067.750000 Penalty: 4668.014648
	Iteration 52Q: 3 clusters Score -2233068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2233070.500000 Penalty: 4668.014648
	Iteration 53Q: 3 clusters Score -2233070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2233068.750000 Penalty: 4668.014648
	Iteration 54Q: 3 clusters Score -2233069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2233070.500000 Penalty: 4668.014648
	Iteration 55Q: 3 clusters Score -2233070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -2233069.750000 Penalty: 4668.014648
	Iteration 56Q: 3 clusters Score -2233070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2233070.000000 Penalty: 4668.014648
	Iteration 57Q: 3 clusters Score -2233070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2233070.000000 Penalty: 4668.014648
	Iteration 58Q: 3 clusters Score -2233070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2233070.000000 Penalty: 4668.014648
	Iteration 59F: 3 clusters Score -2233070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -67562.851562 Penalty: 1428.988770
	Iteration 0F: 2 clusters Score -67562.85 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 159 members 
Entering Unmasked Estep 
Score: -66354.546875 Penalty: 2857.977539
	Iteration 0F: 3 clusters Score -66354.55 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -66446.515625 Penalty: 2857.977539
	Iteration 1F: 3 clusters Score -66446.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -66512.203125 Penalty: 2857.977539
	Iteration 2F: 3 clusters Score -66512.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -66580.546875 Penalty: 2857.977539
	Iteration 3F: 3 clusters Score -66580.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -66636.289062 Penalty: 2857.977539
	Iteration 4Q: 3 clusters Score -66636.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -66730.117188 Penalty: 2857.977539
	Iteration 5Q: 3 clusters Score -66730.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -66793.273438 Penalty: 2857.977539
	Iteration 6Q: 3 clusters Score -66793.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -66826.101562 Penalty: 2857.977539
	Iteration 7Q: 3 clusters Score -66826.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -66831.234375 Penalty: 2857.977539
	Iteration 8Q: 3 clusters Score -66831.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -66831.234375 Penalty: 2857.977539
	Iteration 9F: 3 clusters Score -66831.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -67609.437500 Penalty: 1516.741211
	Iteration 0F: 2 clusters Score -67609.44 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 216 members 
Entering Unmasked Estep 
Score: -66216.734375 Penalty: 3033.482422
	Iteration 0F: 3 clusters Score -66216.73 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -66418.726562 Penalty: 3033.482422
	Iteration 1F: 3 clusters Score -66418.73 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -66479.343750 Penalty: 3033.482422
	Iteration 2F: 3 clusters Score -66479.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -66503.375000 Penalty: 3033.482422
	Iteration 3Q: 3 clusters Score -66503.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -66521.257812 Penalty: 3033.482422
	Iteration 4Q: 3 clusters Score -66521.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -66535.453125 Penalty: 3033.482422
	Iteration 5Q: 3 clusters Score -66535.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -66553.984375 Penalty: 3033.482422
	Iteration 6Q: 3 clusters Score -66553.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -66583.554688 Penalty: 3033.482422
	Iteration 7Q: 3 clusters Score -66583.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -66607.117188 Penalty: 3033.482422
	Iteration 8Q: 3 clusters Score -66607.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -66631.085938 Penalty: 3033.482422
	Iteration 9Q: 3 clusters Score -66631.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -66682.718750 Penalty: 3033.482422
	Iteration 10Q: 3 clusters Score -66682.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -66730.281250 Penalty: 3033.482422
	Iteration 11Q: 3 clusters Score -66730.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -66815.992188 Penalty: 3033.482422
	Iteration 12Q: 3 clusters Score -66815.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -66935.664062 Penalty: 3033.482422
	Iteration 13Q: 3 clusters Score -66935.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -66949.609375 Penalty: 3033.482422
	Iteration 14Q: 3 clusters Score -66949.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -66953.585938 Penalty: 3033.482422
	Iteration 15Q: 3 clusters Score -66953.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -66956.195312 Penalty: 3033.482422
	Iteration 16Q: 3 clusters Score -66956.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -66956.195312 Penalty: 3033.482422
	Iteration 17F: 3 clusters Score -66956.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (47156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47156 members 
Entering Unmasked Estep 
Score: -8617022.000000 Penalty: 2668.781494
	Iteration 0F: 2 clusters Score -8617022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -8586725.000000 Penalty: 5337.562988
	Iteration 0F: 3 clusters Score -8586725 nChanged 21509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -8598587.000000 Penalty: 5337.562988
	Iteration 1F: 3 clusters Score -8598587 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -8599145.000000 Penalty: 5337.562988
	Iteration 2Q: 3 clusters Score -8599145 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -8599733.000000 Penalty: 5337.562988
	Iteration 3Q: 3 clusters Score -8599733 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -8600386.000000 Penalty: 5337.562988
	Iteration 4Q: 3 clusters Score -8600386 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -8601245.000000 Penalty: 5337.562988
	Iteration 5Q: 3 clusters Score -8601245 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -8602434.000000 Penalty: 5337.562988
	Iteration 6Q: 3 clusters Score -8602434 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -8604095.000000 Penalty: 5337.562988
	Iteration 7F: 3 clusters Score -8604095 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -8606561.000000 Penalty: 5337.562988
	Iteration 8F: 3 clusters Score -8606561 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -8609315.000000 Penalty: 5337.562988
	Iteration 9F: 3 clusters Score -8609315 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -8611649.000000 Penalty: 5337.562988
	Iteration 10F: 3 clusters Score -8611649 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -8612953.000000 Penalty: 5337.562988
	Iteration 11Q: 3 clusters Score -8612953 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -8613823.000000 Penalty: 5337.562988
	Iteration 12Q: 3 clusters Score -8613823 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -8614518.000000 Penalty: 5337.562988
	Iteration 13Q: 3 clusters Score -8614518 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -8615024.000000 Penalty: 5337.562988
	Iteration 14Q: 3 clusters Score -8615024 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 27729 members 
Entering Unmasked Estep 
Score: -8615392.000000 Penalty: 5337.562988
	Iteration 15Q: 3 clusters Score -8615392 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -8615566.000000 Penalty: 5337.562988
	Iteration 16Q: 3 clusters Score -8615566 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -8615655.000000 Penalty: 5337.562988
	Iteration 17Q: 3 clusters Score -8615655 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -8615757.000000 Penalty: 5337.562988
	Iteration 18Q: 3 clusters Score -8615757 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -8615777.000000 Penalty: 5337.562988
	Iteration 19Q: 3 clusters Score -8615777 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -8615785.000000 Penalty: 5337.562988
	Iteration 20F: 3 clusters Score -8615785 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -8615818.000000 Penalty: 5337.562988
	Iteration 21Q: 3 clusters Score -8615818 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -8615849.000000 Penalty: 5337.562988
	Iteration 22Q: 3 clusters Score -8615849 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -8615847.000000 Penalty: 5337.562988
	Iteration 23Q: 3 clusters Score -8615847 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -8615867.000000 Penalty: 5337.562988
	Iteration 24Q: 3 clusters Score -8615867 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -8615843.000000 Penalty: 5337.562988
	Iteration 25Q: 3 clusters Score -8615843 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -8615865.000000 Penalty: 5337.562988
	Iteration 26Q: 3 clusters Score -8615865 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -8615862.000000 Penalty: 5337.562988
	Iteration 27Q: 3 clusters Score -8615862 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -8615866.000000 Penalty: 5337.562988
	Iteration 28Q: 3 clusters Score -8615866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -8615865.000000 Penalty: 5337.562988
	Iteration 29Q: 3 clusters Score -8615865 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -8615869.000000 Penalty: 5337.562988
	Iteration 30Q: 3 clusters Score -8615869 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -8615879.000000 Penalty: 5337.562988
	Iteration 31Q: 3 clusters Score -8615879 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -8615863.000000 Penalty: 5337.562988
	Iteration 32Q: 3 clusters Score -8615863 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
Score: -8615862.000000 Penalty: 5337.562988
	Iteration 33Q: 3 clusters Score -8615862 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -8615858.000000 Penalty: 5337.562988
	Iteration 34Q: 3 clusters Score -8615858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 26903 members 
Entering Unmasked Estep 
Score: -8615863.000000 Penalty: 5337.562988
	Iteration 35Q: 3 clusters Score -8615863 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -8615855.000000 Penalty: 5337.562988
	Iteration 36Q: 3 clusters Score -8615855 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -8615873.000000 Penalty: 5337.562988
	Iteration 37Q: 3 clusters Score -8615873 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -8615882.000000 Penalty: 5337.562988
	Iteration 38Q: 3 clusters Score -8615882 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -8615880.000000 Penalty: 5337.562988
	Iteration 39Q: 3 clusters Score -8615880 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -8615882.000000 Penalty: 5337.562988
	Iteration 40F: 3 clusters Score -8615882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -8615875.000000 Penalty: 5337.562988
	Iteration 41Q: 3 clusters Score -8615875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20455 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -8615879.000000 Penalty: 5337.562988
	Iteration 42Q: 3 clusters Score -8615879 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -8615874.000000 Penalty: 5337.562988
	Iteration 43Q: 3 clusters Score -8615874 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -8615847.000000 Penalty: 5337.562988
	Iteration 44Q: 3 clusters Score -8615847 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -8615850.000000 Penalty: 5337.562988
	Iteration 45Q: 3 clusters Score -8615850 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -8615853.000000 Penalty: 5337.562988
	Iteration 46Q: 3 clusters Score -8615853 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -8615863.000000 Penalty: 5337.562988
	Iteration 47Q: 3 clusters Score -8615863 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -8615849.000000 Penalty: 5337.562988
	Iteration 48Q: 3 clusters Score -8615849 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -8615851.000000 Penalty: 5337.562988
	Iteration 49Q: 3 clusters Score -8615851 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 26481 members 
Entering Unmasked Estep 
Score: -8615843.000000 Penalty: 5337.562988
	Iteration 50Q: 3 clusters Score -8615843 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -8615834.000000 Penalty: 5337.562988
	Iteration 51Q: 3 clusters Score -8615834 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -8615838.000000 Penalty: 5337.562988
	Iteration 52Q: 3 clusters Score -8615838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -8615836.000000 Penalty: 5337.562988
	Iteration 53Q: 3 clusters Score -8615836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -8615828.000000 Penalty: 5337.562988
	Iteration 54Q: 3 clusters Score -8615828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -8615827.000000 Penalty: 5337.562988
	Iteration 55Q: 3 clusters Score -8615827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -8615828.000000 Penalty: 5337.562988
	Iteration 56Q: 3 clusters Score -8615828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 26377 members 
Entering Unmasked Estep 
Score: -8615833.000000 Penalty: 5337.562988
	Iteration 57Q: 3 clusters Score -8615833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 26367 members 
Entering Unmasked Estep 
Score: -8615825.000000 Penalty: 5337.562988
	Iteration 58Q: 3 clusters Score -8615825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -8615837.000000 Penalty: 5337.562988
	Iteration 59Q: 3 clusters Score -8615837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -8615830.000000 Penalty: 5337.562988
	Iteration 60F: 3 clusters Score -8615830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -8615842.000000 Penalty: 5337.562988
	Iteration 61Q: 3 clusters Score -8615842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -8615832.000000 Penalty: 5337.562988
	Iteration 62Q: 3 clusters Score -8615832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -8615832.000000 Penalty: 5337.562988
	Iteration 63Q: 3 clusters Score -8615832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 26330 members 
Entering Unmasked Estep 
Score: -8615833.000000 Penalty: 5337.562988
	Iteration 64Q: 3 clusters Score -8615833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -8615830.000000 Penalty: 5337.562988
	Iteration 65Q: 3 clusters Score -8615830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -8615838.000000 Penalty: 5337.562988
	Iteration 66Q: 3 clusters Score -8615838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -8615840.000000 Penalty: 5337.562988
	Iteration 67Q: 3 clusters Score -8615840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -8615840.000000 Penalty: 5337.562988
	Iteration 68Q: 3 clusters Score -8615840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -8615840.000000 Penalty: 5337.562988
	Iteration 69Q: 3 clusters Score -8615840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 26309 members 
Entering Unmasked Estep 
Score: -8615837.000000 Penalty: 5337.562988
	Iteration 70Q: 3 clusters Score -8615837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -8615837.000000 Penalty: 5337.562988
	Iteration 71Q: 3 clusters Score -8615837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -8615829.000000 Penalty: 5337.562988
	Iteration 72Q: 3 clusters Score -8615829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -8615821.000000 Penalty: 5337.562988
	Iteration 73Q: 3 clusters Score -8615821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -8615824.000000 Penalty: 5337.562988
	Iteration 74Q: 3 clusters Score -8615824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -8615831.000000 Penalty: 5337.562988
	Iteration 75Q: 3 clusters Score -8615831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -8615837.000000 Penalty: 5337.562988
	Iteration 76Q: 3 clusters Score -8615837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -8615834.000000 Penalty: 5337.562988
	Iteration 77Q: 3 clusters Score -8615834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -8615830.000000 Penalty: 5337.562988
	Iteration 78Q: 3 clusters Score -8615830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -8615830.000000 Penalty: 5337.562988
	Iteration 79Q: 3 clusters Score -8615830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -8615828.000000 Penalty: 5337.562988
	Iteration 80F: 3 clusters Score -8615828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -8615821.000000 Penalty: 5337.562988
	Iteration 81Q: 3 clusters Score -8615821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -8615823.000000 Penalty: 5337.562988
	Iteration 82Q: 3 clusters Score -8615823 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -8615823.000000 Penalty: 5337.562988
	Iteration 83Q: 3 clusters Score -8615823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -8615819.000000 Penalty: 5337.562988
	Iteration 84Q: 3 clusters Score -8615819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -8615829.000000 Penalty: 5337.562988
	Iteration 85Q: 3 clusters Score -8615829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -8615830.000000 Penalty: 5337.562988
	Iteration 86Q: 3 clusters Score -8615830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -8615829.000000 Penalty: 5337.562988
	Iteration 87Q: 3 clusters Score -8615829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -8615822.000000 Penalty: 5337.562988
	Iteration 88Q: 3 clusters Score -8615822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -8615829.000000 Penalty: 5337.562988
	Iteration 89Q: 3 clusters Score -8615829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -8615824.000000 Penalty: 5337.562988
	Iteration 90Q: 3 clusters Score -8615824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 26125 members 
Entering Unmasked Estep 
Score: -8615825.000000 Penalty: 5337.562988
	Iteration 91Q: 3 clusters Score -8615825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -8615824.000000 Penalty: 5337.562988
	Iteration 92Q: 3 clusters Score -8615824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -8615825.000000 Penalty: 5337.562988
	Iteration 93Q: 3 clusters Score -8615825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -8615822.000000 Penalty: 5337.562988
	Iteration 94Q: 3 clusters Score -8615822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -8615823.000000 Penalty: 5337.562988
	Iteration 95Q: 3 clusters Score -8615823 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -8615822.000000 Penalty: 5337.562988
	Iteration 96Q: 3 clusters Score -8615822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -8615818.000000 Penalty: 5337.562988
	Iteration 97Q: 3 clusters Score -8615818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -8615828.000000 Penalty: 5337.562988
	Iteration 98Q: 3 clusters Score -8615828 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -8615801.000000 Penalty: 5337.562988
	Iteration 99Q: 3 clusters Score -8615801 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -8615807.000000 Penalty: 5337.562988
	Iteration 100F: 3 clusters Score -8615807 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21256 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -8615822.000000 Penalty: 5337.562988
	Iteration 101Q: 3 clusters Score -8615822 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -8615822.000000 Penalty: 5337.562988
	Iteration 102Q: 3 clusters Score -8615822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21308 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -8615809.000000 Penalty: 5337.562988
	Iteration 103Q: 3 clusters Score -8615809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -8615806.000000 Penalty: 5337.562988
	Iteration 104Q: 3 clusters Score -8615806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -8615806.000000 Penalty: 5337.562988
	Iteration 105Q: 3 clusters Score -8615806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -8615807.000000 Penalty: 5337.562988
	Iteration 106Q: 3 clusters Score -8615807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -8615800.000000 Penalty: 5337.562988
	Iteration 107Q: 3 clusters Score -8615800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -8615791.000000 Penalty: 5337.562988
	Iteration 108Q: 3 clusters Score -8615791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -8615794.000000 Penalty: 5337.562988
	Iteration 109Q: 3 clusters Score -8615794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -8615802.000000 Penalty: 5337.562988
	Iteration 110Q: 3 clusters Score -8615802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -8615803.000000 Penalty: 5337.562988
	Iteration 111Q: 3 clusters Score -8615803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -8615809.000000 Penalty: 5337.562988
	Iteration 112Q: 3 clusters Score -8615809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -8615810.000000 Penalty: 5337.562988
	Iteration 113Q: 3 clusters Score -8615810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -8615810.000000 Penalty: 5337.562988
	Iteration 114Q: 3 clusters Score -8615810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -8615815.000000 Penalty: 5337.562988
	Iteration 115Q: 3 clusters Score -8615815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -8615815.000000 Penalty: 5337.562988
	Iteration 116F: 3 clusters Score -8615815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 2014 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44195 members 
Mstep: Class 5 contains 46466 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43209 members 
Mstep: Class 9 contains 47015 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 40064 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47495 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25896 members 
Mstep: Class 18 contains 25132 members 
Mstep: Class 19 contains 46871 members 
Mstep: Class 20 contains 45366 members 
Mstep: Class 21 contains 46126 members 
Mstep: Class 22 contains 46777 members 
Mstep: Class 23 contains 10191 members 
Mstep: Class 24 contains 12226 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111237584.000000 Penalty: 89284.867188
Iteration 399Q: 28 clusters Score -1.112376e+08 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 2002 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44220 members 
Mstep: Class 5 contains 46501 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43139 members 
Mstep: Class 9 contains 47017 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 40092 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47517 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25892 members 
Mstep: Class 18 contains 25098 members 
Mstep: Class 19 contains 46892 members 
Mstep: Class 20 contains 45377 members 
Mstep: Class 21 contains 46121 members 
Mstep: Class 22 contains 46777 members 
Mstep: Class 23 contains 10189 members 
Mstep: Class 24 contains 12214 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111237840.000000 Penalty: 89284.867188
Iteration 400F: 28 clusters Score -1.112378e+08 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 1987 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44216 members 
Mstep: Class 5 contains 46535 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43099 members 
Mstep: Class 9 contains 47004 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1270 members 
Mstep: Class 13 contains 40096 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47546 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25886 members 
Mstep: Class 18 contains 25065 members 
Mstep: Class 19 contains 46910 members 
Mstep: Class 20 contains 45407 members 
Mstep: Class 21 contains 46126 members 
Mstep: Class 22 contains 46779 members 
Mstep: Class 23 contains 10189 members 
Mstep: Class 24 contains 12204 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111237880.000000 Penalty: 89284.867188
Iteration 401Q: 28 clusters Score -1.112379e+08 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 1980 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44202 members 
Mstep: Class 5 contains 46591 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43065 members 
Mstep: Class 9 contains 46997 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1268 members 
Mstep: Class 13 contains 40100 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47556 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25883 members 
Mstep: Class 18 contains 25032 members 
Mstep: Class 19 contains 46939 members 
Mstep: Class 20 contains 45396 members 
Mstep: Class 21 contains 46158 members 
Mstep: Class 22 contains 46787 members 
Mstep: Class 23 contains 10188 members 
Mstep: Class 24 contains 12197 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238008.000000 Penalty: 89284.867188
Iteration 402Q: 28 clusters Score -1.11238e+08 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 1972 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44170 members 
Mstep: Class 5 contains 46625 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43060 members 
Mstep: Class 9 contains 46991 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 40088 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47558 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25876 members 
Mstep: Class 18 contains 24986 members 
Mstep: Class 19 contains 46983 members 
Mstep: Class 20 contains 45418 members 
Mstep: Class 21 contains 46201 members 
Mstep: Class 22 contains 46800 members 
Mstep: Class 23 contains 10196 members 
Mstep: Class 24 contains 12187 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111237904.000000 Penalty: 89284.867188
Iteration 403Q: 28 clusters Score -1.112379e+08 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 1962 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44175 members 
Mstep: Class 5 contains 46680 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43024 members 
Mstep: Class 9 contains 46963 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 40067 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47567 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25877 members 
Mstep: Class 18 contains 24938 members 
Mstep: Class 19 contains 47005 members 
Mstep: Class 20 contains 45428 members 
Mstep: Class 21 contains 46241 members 
Mstep: Class 22 contains 46828 members 
Mstep: Class 23 contains 10195 members 
Mstep: Class 24 contains 12170 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111237984.000000 Penalty: 89284.867188
Iteration 404Q: 28 clusters Score -1.11238e+08 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 1954 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44151 members 
Mstep: Class 5 contains 46750 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43024 members 
Mstep: Class 9 contains 46915 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 40052 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47583 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25864 members 
Mstep: Class 18 contains 24902 members 
Mstep: Class 19 contains 47022 members 
Mstep: Class 20 contains 45429 members 
Mstep: Class 21 contains 46269 members 
Mstep: Class 22 contains 46837 members 
Mstep: Class 23 contains 10191 members 
Mstep: Class 24 contains 12160 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238088.000000 Penalty: 89284.867188
Iteration 405Q: 28 clusters Score -1.112381e+08 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 1943 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44117 members 
Mstep: Class 5 contains 46810 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43003 members 
Mstep: Class 9 contains 46915 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1270 members 
Mstep: Class 13 contains 40041 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47585 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25854 members 
Mstep: Class 18 contains 24875 members 
Mstep: Class 19 contains 47017 members 
Mstep: Class 20 contains 45459 members 
Mstep: Class 21 contains 46319 members 
Mstep: Class 22 contains 46831 members 
Mstep: Class 23 contains 10190 members 
Mstep: Class 24 contains 12151 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238208.000000 Penalty: 89284.867188
Iteration 406Q: 28 clusters Score -1.112382e+08 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 1939 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44121 members 
Mstep: Class 5 contains 46911 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 42952 members 
Mstep: Class 9 contains 46934 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1268 members 
Mstep: Class 13 contains 40023 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47591 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25842 members 
Mstep: Class 18 contains 24839 members 
Mstep: Class 19 contains 47027 members 
Mstep: Class 20 contains 45461 members 
Mstep: Class 21 contains 46374 members 
Mstep: Class 22 contains 46799 members 
Mstep: Class 23 contains 10191 members 
Mstep: Class 24 contains 12146 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238040.000000 Penalty: 89284.867188
Iteration 407Q: 28 clusters Score -1.11238e+08 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 1932 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44135 members 
Mstep: Class 5 contains 47017 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 42902 members 
Mstep: Class 9 contains 46961 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 40002 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47596 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25828 members 
Mstep: Class 18 contains 24816 members 
Mstep: Class 19 contains 47029 members 
Mstep: Class 20 contains 45465 members 
Mstep: Class 21 contains 46410 members 
Mstep: Class 22 contains 46761 members 
Mstep: Class 23 contains 10190 members 
Mstep: Class 24 contains 12144 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111237976.000000 Penalty: 89284.867188
Iteration 408Q: 28 clusters Score -1.11238e+08 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 1916 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44144 members 
Mstep: Class 5 contains 47124 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 42862 members 
Mstep: Class 9 contains 46937 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 39976 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47611 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25816 members 
Mstep: Class 18 contains 24796 members 
Mstep: Class 19 contains 47047 members 
Mstep: Class 20 contains 45456 members 
Mstep: Class 21 contains 46452 members 
Mstep: Class 22 contains 46757 members 
Mstep: Class 23 contains 10190 members 
Mstep: Class 24 contains 12143 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238120.000000 Penalty: 89284.867188
Iteration 409Q: 28 clusters Score -1.112381e+08 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 1907 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44172 members 
Mstep: Class 5 contains 47186 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 42840 members 
Mstep: Class 9 contains 46906 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1268 members 
Mstep: Class 13 contains 39941 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47630 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25804 members 
Mstep: Class 18 contains 24773 members 
Mstep: Class 19 contains 47023 members 
Mstep: Class 20 contains 45437 members 
Mstep: Class 21 contains 46519 members 
Mstep: Class 22 contains 46762 members 
Mstep: Class 23 contains 10186 members 
Mstep: Class 24 contains 12144 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238104.000000 Penalty: 89284.867188
Iteration 410Q: 28 clusters Score -1.112381e+08 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 1898 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44169 members 
Mstep: Class 5 contains 47227 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 42805 members 
Mstep: Class 9 contains 46908 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 39919 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47652 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25797 members 
Mstep: Class 18 contains 24737 members 
Mstep: Class 19 contains 47020 members 
Mstep: Class 20 contains 45426 members 
Mstep: Class 21 contains 46539 members 
Mstep: Class 22 contains 46780 members 
Mstep: Class 23 contains 10194 members 
Mstep: Class 24 contains 12139 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238224.000000 Penalty: 89284.867188
Iteration 411Q: 28 clusters Score -1.112382e+08 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 1896 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44182 members 
Mstep: Class 5 contains 47254 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 42790 members 
Mstep: Class 9 contains 46899 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 1268 members 
Mstep: Class 13 contains 39895 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47670 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25784 members 
Mstep: Class 18 contains 24718 members 
Mstep: Class 19 contains 47013 members 
Mstep: Class 20 contains 45442 members 
Mstep: Class 21 contains 46572 members 
Mstep: Class 22 contains 46770 members 
Mstep: Class 23 contains 10201 members 
Mstep: Class 24 contains 12129 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238432.000000 Penalty: 89284.867188
Iteration 412Q: 28 clusters Score -1.112384e+08 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 1892 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44187 members 
Mstep: Class 5 contains 47312 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 42785 members 
Mstep: Class 9 contains 46921 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 39848 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47691 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25771 members 
Mstep: Class 18 contains 24676 members 
Mstep: Class 19 contains 46994 members 
Mstep: Class 20 contains 45459 members 
Mstep: Class 21 contains 46587 members 
Mstep: Class 22 contains 46758 members 
Mstep: Class 23 contains 10207 members 
Mstep: Class 24 contains 12124 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238560.000000 Penalty: 89284.867188
Iteration 413Q: 28 clusters Score -1.112386e+08 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33390 members 
Mstep: Class 2 contains 1888 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44187 members 
Mstep: Class 5 contains 47338 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 42813 members 
Mstep: Class 9 contains 46923 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 39832 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47705 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25761 members 
Mstep: Class 18 contains 24642 members 
Mstep: Class 19 contains 46989 members 
Mstep: Class 20 contains 45435 members 
Mstep: Class 21 contains 46609 members 
Mstep: Class 22 contains 46753 members 
Mstep: Class 23 contains 10214 members 
Mstep: Class 24 contains 12120 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238576.000000 Penalty: 89284.867188
Iteration 414Q: 28 clusters Score -1.112386e+08 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 1887 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44140 members 
Mstep: Class 5 contains 47385 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 42849 members 
Mstep: Class 9 contains 46931 members 
Mstep: Class 10 contains 2400 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 39812 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47734 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25748 members 
Mstep: Class 18 contains 24612 members 
Mstep: Class 19 contains 46968 members 
Mstep: Class 20 contains 45401 members 
Mstep: Class 21 contains 46631 members 
Mstep: Class 22 contains 46764 members 
Mstep: Class 23 contains 10218 members 
Mstep: Class 24 contains 12116 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238488.000000 Penalty: 89284.867188
Iteration 415Q: 28 clusters Score -1.112385e+08 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33387 members 
Mstep: Class 2 contains 1885 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44135 members 
Mstep: Class 5 contains 47368 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 42894 members 
Mstep: Class 9 contains 46955 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 1268 members 
Mstep: Class 13 contains 39772 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47751 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25737 members 
Mstep: Class 18 contains 24603 members 
Mstep: Class 19 contains 46953 members 
Mstep: Class 20 contains 45379 members 
Mstep: Class 21 contains 46659 members 
Mstep: Class 22 contains 46770 members 
Mstep: Class 23 contains 10227 members 
Mstep: Class 24 contains 12110 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238440.000000 Penalty: 89284.867188
Iteration 416Q: 28 clusters Score -1.112384e+08 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 1886 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44097 members 
Mstep: Class 5 contains 47359 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 42947 members 
Mstep: Class 9 contains 47010 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 1268 members 
Mstep: Class 13 contains 39737 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47741 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25732 members 
Mstep: Class 18 contains 24582 members 
Mstep: Class 19 contains 46972 members 
Mstep: Class 20 contains 45352 members 
Mstep: Class 21 contains 46655 members 
Mstep: Class 22 contains 46793 members 
Mstep: Class 23 contains 10235 members 
Mstep: Class 24 contains 12097 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238584.000000 Penalty: 89284.867188
Iteration 417Q: 28 clusters Score -1.112386e+08 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 1886 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44090 members 
Mstep: Class 5 contains 47375 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 42953 members 
Mstep: Class 9 contains 47037 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 1268 members 
Mstep: Class 13 contains 39706 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47747 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25728 members 
Mstep: Class 18 contains 24567 members 
Mstep: Class 19 contains 46997 members 
Mstep: Class 20 contains 45323 members 
Mstep: Class 21 contains 46665 members 
Mstep: Class 22 contains 46809 members 
Mstep: Class 23 contains 10248 members 
Mstep: Class 24 contains 12079 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238424.000000 Penalty: 89284.867188
Iteration 418Q: 28 clusters Score -1.112384e+08 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 1892 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44081 members 
Mstep: Class 5 contains 47375 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 42961 members 
Mstep: Class 9 contains 47045 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 1268 members 
Mstep: Class 13 contains 39659 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47737 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25725 members 
Mstep: Class 18 contains 24546 members 
Mstep: Class 19 contains 47029 members 
Mstep: Class 20 contains 45325 members 
Mstep: Class 21 contains 46720 members 
Mstep: Class 22 contains 46828 members 
Mstep: Class 23 contains 10256 members 
Mstep: Class 24 contains 12059 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238568.000000 Penalty: 89284.867188
Iteration 419Q: 28 clusters Score -1.112386e+08 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 1894 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44089 members 
Mstep: Class 5 contains 47402 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 42955 members 
Mstep: Class 9 contains 47063 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 1268 members 
Mstep: Class 13 contains 39602 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47727 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25717 members 
Mstep: Class 18 contains 24527 members 
Mstep: Class 19 contains 47064 members 
Mstep: Class 20 contains 45324 members 
Mstep: Class 21 contains 46746 members 
Mstep: Class 22 contains 46853 members 
Mstep: Class 23 contains 10268 members 
Mstep: Class 24 contains 12033 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238424.000000 Penalty: 89284.867188
Iteration 420F: 28 clusters Score -1.112384e+08 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 1894 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44064 members 
Mstep: Class 5 contains 47443 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 42972 members 
Mstep: Class 9 contains 47128 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 1268 members 
Mstep: Class 13 contains 39530 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47735 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25704 members 
Mstep: Class 18 contains 24522 members 
Mstep: Class 19 contains 47090 members 
Mstep: Class 20 contains 45324 members 
Mstep: Class 21 contains 46751 members 
Mstep: Class 22 contains 46864 members 
Mstep: Class 23 contains 10275 members 
Mstep: Class 24 contains 12001 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238568.000000 Penalty: 89284.867188
Iteration 421Q: 28 clusters Score -1.112386e+08 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33220 members 
Mstep: Class 2 contains 1889 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44062 members 
Mstep: Class 5 contains 47465 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 42988 members 
Mstep: Class 9 contains 47167 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 39466 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47729 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25701 members 
Mstep: Class 18 contains 24515 members 
Mstep: Class 19 contains 47113 members 
Mstep: Class 20 contains 45340 members 
Mstep: Class 21 contains 46751 members 
Mstep: Class 22 contains 46870 members 
Mstep: Class 23 contains 10281 members 
Mstep: Class 24 contains 11967 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238304.000000 Penalty: 89284.867188
Iteration 422Q: 28 clusters Score -1.112383e+08 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 1886 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44090 members 
Mstep: Class 5 contains 47538 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 42987 members 
Mstep: Class 9 contains 47206 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 39393 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47723 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25689 members 
Mstep: Class 18 contains 24508 members 
Mstep: Class 19 contains 47119 members 
Mstep: Class 20 contains 45336 members 
Mstep: Class 21 contains 46739 members 
Mstep: Class 22 contains 46873 members 
Mstep: Class 23 contains 10290 members 
Mstep: Class 24 contains 11940 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238280.000000 Penalty: 89284.867188
Iteration 423Q: 28 clusters Score -1.112383e+08 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 1887 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44111 members 
Mstep: Class 5 contains 47619 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 42962 members 
Mstep: Class 9 contains 47213 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 1268 members 
Mstep: Class 13 contains 39328 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47746 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25679 members 
Mstep: Class 18 contains 24486 members 
Mstep: Class 19 contains 47127 members 
Mstep: Class 20 contains 45354 members 
Mstep: Class 21 contains 46733 members 
Mstep: Class 22 contains 46877 members 
Mstep: Class 23 contains 10295 members 
Mstep: Class 24 contains 11907 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238424.000000 Penalty: 89284.867188
Iteration 424Q: 28 clusters Score -1.112384e+08 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 1892 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44127 members 
Mstep: Class 5 contains 47630 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 42958 members 
Mstep: Class 9 contains 47244 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 39231 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47753 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25667 members 
Mstep: Class 18 contains 24479 members 
Mstep: Class 19 contains 47140 members 
Mstep: Class 20 contains 45374 members 
Mstep: Class 21 contains 46734 members 
Mstep: Class 22 contains 46915 members 
Mstep: Class 23 contains 10305 members 
Mstep: Class 24 contains 11884 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238080.000000 Penalty: 89284.867188
Iteration 425Q: 28 clusters Score -1.112381e+08 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 1889 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44141 members 
Mstep: Class 5 contains 47656 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 42964 members 
Mstep: Class 9 contains 47277 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1270 members 
Mstep: Class 13 contains 39129 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47749 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25671 members 
Mstep: Class 18 contains 24462 members 
Mstep: Class 19 contains 47150 members 
Mstep: Class 20 contains 45384 members 
Mstep: Class 21 contains 46738 members 
Mstep: Class 22 contains 46960 members 
Mstep: Class 23 contains 10313 members 
Mstep: Class 24 contains 11864 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111237888.000000 Penalty: 89284.867188
Iteration 426Q: 28 clusters Score -1.112379e+08 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 1884 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44130 members 
Mstep: Class 5 contains 47677 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 42991 members 
Mstep: Class 9 contains 47305 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1272 members 
Mstep: Class 13 contains 39024 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47767 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25669 members 
Mstep: Class 18 contains 24448 members 
Mstep: Class 19 contains 47144 members 
Mstep: Class 20 contains 45428 members 
Mstep: Class 21 contains 46722 members 
Mstep: Class 22 contains 46994 members 
Mstep: Class 23 contains 10319 members 
Mstep: Class 24 contains 11835 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111237992.000000 Penalty: 89284.867188
Iteration 427Q: 28 clusters Score -1.11238e+08 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 1877 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44152 members 
Mstep: Class 5 contains 47736 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43001 members 
Mstep: Class 9 contains 47278 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1273 members 
Mstep: Class 13 contains 38918 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47775 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25669 members 
Mstep: Class 18 contains 24448 members 
Mstep: Class 19 contains 47156 members 
Mstep: Class 20 contains 45462 members 
Mstep: Class 21 contains 46712 members 
Mstep: Class 22 contains 47019 members 
Mstep: Class 23 contains 10326 members 
Mstep: Class 24 contains 11807 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238208.000000 Penalty: 89284.867188
Iteration 428Q: 28 clusters Score -1.112382e+08 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 1874 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44154 members 
Mstep: Class 5 contains 47813 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43029 members 
Mstep: Class 9 contains 47290 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 38789 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47798 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25663 members 
Mstep: Class 18 contains 24439 members 
Mstep: Class 19 contains 47152 members 
Mstep: Class 20 contains 45484 members 
Mstep: Class 21 contains 46691 members 
Mstep: Class 22 contains 47060 members 
Mstep: Class 23 contains 10329 members 
Mstep: Class 24 contains 11771 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238024.000000 Penalty: 89284.867188
Iteration 429Q: 28 clusters Score -1.11238e+08 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 1876 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44179 members 
Mstep: Class 5 contains 47910 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43032 members 
Mstep: Class 9 contains 47250 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 38661 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47805 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25658 members 
Mstep: Class 18 contains 24431 members 
Mstep: Class 19 contains 47149 members 
Mstep: Class 20 contains 45525 members 
Mstep: Class 21 contains 46693 members 
Mstep: Class 22 contains 47106 members 
Mstep: Class 23 contains 10333 members 
Mstep: Class 24 contains 11729 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238008.000000 Penalty: 89284.867188
Iteration 430Q: 28 clusters Score -1.11238e+08 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 1876 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44215 members 
Mstep: Class 5 contains 47999 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43041 members 
Mstep: Class 9 contains 47206 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 38541 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47811 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25650 members 
Mstep: Class 18 contains 24424 members 
Mstep: Class 19 contains 47180 members 
Mstep: Class 20 contains 45539 members 
Mstep: Class 21 contains 46670 members 
Mstep: Class 22 contains 47153 members 
Mstep: Class 23 contains 10341 members 
Mstep: Class 24 contains 11698 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111237928.000000 Penalty: 89284.867188
Iteration 431Q: 28 clusters Score -1.112379e+08 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 1880 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44277 members 
Mstep: Class 5 contains 48044 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43052 members 
Mstep: Class 9 contains 47230 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 38373 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47830 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25648 members 
Mstep: Class 18 contains 24422 members 
Mstep: Class 19 contains 47192 members 
Mstep: Class 20 contains 45575 members 
Mstep: Class 21 contains 46618 members 
Mstep: Class 22 contains 47185 members 
Mstep: Class 23 contains 10347 members 
Mstep: Class 24 contains 11673 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111237744.000000 Penalty: 89284.867188
Iteration 432Q: 28 clusters Score -1.112377e+08 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 1883 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44339 members 
Mstep: Class 5 contains 48084 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43070 members 
Mstep: Class 9 contains 47216 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 1275 members 
Mstep: Class 13 contains 38236 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47817 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25647 members 
Mstep: Class 18 contains 24412 members 
Mstep: Class 19 contains 47204 members 
Mstep: Class 20 contains 45617 members 
Mstep: Class 21 contains 46593 members 
Mstep: Class 22 contains 47241 members 
Mstep: Class 23 contains 10355 members 
Mstep: Class 24 contains 11647 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111237736.000000 Penalty: 89284.867188
Iteration 433Q: 28 clusters Score -1.112377e+08 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 1883 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44415 members 
Mstep: Class 5 contains 48132 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43061 members 
Mstep: Class 9 contains 47212 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 1272 members 
Mstep: Class 13 contains 38089 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47803 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25644 members 
Mstep: Class 18 contains 24409 members 
Mstep: Class 19 contains 47221 members 
Mstep: Class 20 contains 45659 members 
Mstep: Class 21 contains 46572 members 
Mstep: Class 22 contains 47288 members 
Mstep: Class 23 contains 10358 members 
Mstep: Class 24 contains 11618 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238040.000000 Penalty: 89284.867188
Iteration 434Q: 28 clusters Score -1.11238e+08 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 1887 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44461 members 
Mstep: Class 5 contains 48213 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43066 members 
Mstep: Class 9 contains 47199 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 37965 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47786 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25637 members 
Mstep: Class 18 contains 24403 members 
Mstep: Class 19 contains 47236 members 
Mstep: Class 20 contains 45709 members 
Mstep: Class 21 contains 46549 members 
Mstep: Class 22 contains 47322 members 
Mstep: Class 23 contains 10364 members 
Mstep: Class 24 contains 11585 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238032.000000 Penalty: 89284.867188
Iteration 435Q: 28 clusters Score -1.11238e+08 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 1890 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44504 members 
Mstep: Class 5 contains 48330 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43025 members 
Mstep: Class 9 contains 47172 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 37813 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47806 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25628 members 
Mstep: Class 18 contains 24399 members 
Mstep: Class 19 contains 47237 members 
Mstep: Class 20 contains 45758 members 
Mstep: Class 21 contains 46557 members 
Mstep: Class 22 contains 47347 members 
Mstep: Class 23 contains 10365 members 
Mstep: Class 24 contains 11556 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111237768.000000 Penalty: 89284.867188
Iteration 436Q: 28 clusters Score -1.112378e+08 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 1889 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44533 members 
Mstep: Class 5 contains 48478 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 42996 members 
Mstep: Class 9 contains 47169 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 37690 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47819 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25615 members 
Mstep: Class 18 contains 24378 members 
Mstep: Class 19 contains 47249 members 
Mstep: Class 20 contains 45816 members 
Mstep: Class 21 contains 46537 members 
Mstep: Class 22 contains 47356 members 
Mstep: Class 23 contains 10370 members 
Mstep: Class 24 contains 11531 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111237672.000000 Penalty: 89284.867188
Iteration 437Q: 28 clusters Score -1.112377e+08 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32856 members 
Mstep: Class 2 contains 1890 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44584 members 
Mstep: Class 5 contains 48623 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 42946 members 
Mstep: Class 9 contains 47154 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 37573 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47819 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25611 members 
Mstep: Class 18 contains 24344 members 
Mstep: Class 19 contains 47283 members 
Mstep: Class 20 contains 45867 members 
Mstep: Class 21 contains 46513 members 
Mstep: Class 22 contains 47358 members 
Mstep: Class 23 contains 10381 members 
Mstep: Class 24 contains 11511 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111237760.000000 Penalty: 89284.867188
Iteration 438Q: 28 clusters Score -1.112378e+08 nChanged 1917
Entering ConstructFrom: 
Score: -111237760.000000 Penalty: 89284.867188
Entering ConstructFrom: 
Trying to split cluster 1 (32825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Entering Unmasked Estep 
Score: -6026081.000000 Penalty: 2578.938477
	Iteration 0F: 2 clusters Score -6026081 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -6003542.000000 Penalty: 5157.876953
	Iteration 0F: 3 clusters Score -6003542 nChanged 14915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -6011845.500000 Penalty: 5157.876953
	Iteration 1F: 3 clusters Score -6011846 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -6012282.500000 Penalty: 5157.876953
	Iteration 2Q: 3 clusters Score -6012282 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -6012698.000000 Penalty: 5157.876953
	Iteration 3Q: 3 clusters Score -6012698 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -6013136.500000 Penalty: 5157.876953
	Iteration 4Q: 3 clusters Score -6013136 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -6013706.000000 Penalty: 5157.876953
	Iteration 5Q: 3 clusters Score -6013706 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -6014423.500000 Penalty: 5157.876953
	Iteration 6Q: 3 clusters Score -6014424 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -6015354.000000 Penalty: 5157.876953
	Iteration 7Q: 3 clusters Score -6015354 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -6016386.000000 Penalty: 5157.876953
	Iteration 8Q: 3 clusters Score -6016386 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -6017500.500000 Penalty: 5157.876953
	Iteration 9Q: 3 clusters Score -6017500 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -6018697.500000 Penalty: 5157.876953
	Iteration 10Q: 3 clusters Score -6018698 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -6019875.500000 Penalty: 5157.876953
	Iteration 11Q: 3 clusters Score -6019876 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -6020876.000000 Penalty: 5157.876953
	Iteration 12Q: 3 clusters Score -6020876 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -6021707.500000 Penalty: 5157.876953
	Iteration 13Q: 3 clusters Score -6021708 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -6022322.500000 Penalty: 5157.876953
	Iteration 14Q: 3 clusters Score -6022322 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -6022726.500000 Penalty: 5157.876953
	Iteration 15Q: 3 clusters Score -6022726 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -6023036.000000 Penalty: 5157.876953
	Iteration 16Q: 3 clusters Score -6023036 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -6023292.500000 Penalty: 5157.876953
	Iteration 17Q: 3 clusters Score -6023292 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -6023459.000000 Penalty: 5157.876953
	Iteration 18Q: 3 clusters Score -6023459 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32013 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -6023562.500000 Penalty: 5157.876953
	Iteration 19Q: 3 clusters Score -6023562 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -6023639.500000 Penalty: 5157.876953
	Iteration 20F: 3 clusters Score -6023640 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -6023700.500000 Penalty: 5157.876953
	Iteration 21Q: 3 clusters Score -6023700 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -6023735.500000 Penalty: 5157.876953
	Iteration 22Q: 3 clusters Score -6023736 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32251 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6023768.500000 Penalty: 5157.876953
	Iteration 23Q: 3 clusters Score -6023768 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -6023796.000000 Penalty: 5157.876953
	Iteration 24Q: 3 clusters Score -6023796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -6023820.000000 Penalty: 5157.876953
	Iteration 25Q: 3 clusters Score -6023820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -6023838.000000 Penalty: 5157.876953
	Iteration 26Q: 3 clusters Score -6023838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6023840.000000 Penalty: 5157.876953
	Iteration 27Q: 3 clusters Score -6023840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -6023853.500000 Penalty: 5157.876953
	Iteration 28Q: 3 clusters Score -6023854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -6023852.500000 Penalty: 5157.876953
	Iteration 29Q: 3 clusters Score -6023852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -6023854.500000 Penalty: 5157.876953
	Iteration 30Q: 3 clusters Score -6023854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -6023856.000000 Penalty: 5157.876953
	Iteration 31Q: 3 clusters Score -6023856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32322 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -6023853.500000 Penalty: 5157.876953
	Iteration 32Q: 3 clusters Score -6023854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -6023854.500000 Penalty: 5157.876953
	Iteration 33Q: 3 clusters Score -6023854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32324 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -6023858.000000 Penalty: 5157.876953
	Iteration 34Q: 3 clusters Score -6023858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -6023865.500000 Penalty: 5157.876953
	Iteration 35Q: 3 clusters Score -6023866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6023868.000000 Penalty: 5157.876953
	Iteration 36Q: 3 clusters Score -6023868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32338 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -6023867.500000 Penalty: 5157.876953
	Iteration 37Q: 3 clusters Score -6023868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32340 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -6023868.500000 Penalty: 5157.876953
	Iteration 38Q: 3 clusters Score -6023868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -6023875.000000 Penalty: 5157.876953
	Iteration 39Q: 3 clusters Score -6023875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32342 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -6023874.500000 Penalty: 5157.876953
	Iteration 40F: 3 clusters Score -6023874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -6023880.000000 Penalty: 5157.876953
	Iteration 41Q: 3 clusters Score -6023880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -6023880.000000 Penalty: 5157.876953
	Iteration 42F: 3 clusters Score -6023880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Entering Unmasked Estep 
Score: -344865.343750 Penalty: 1870.863037
	Iteration 0F: 2 clusters Score -344865.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -342332.687500 Penalty: 3741.726074
	Iteration 0F: 3 clusters Score -342332.7 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -342767.125000 Penalty: 3741.726074
	Iteration 1F: 3 clusters Score -342767.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -342886.375000 Penalty: 3741.726074
	Iteration 2F: 3 clusters Score -342886.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -342961.625000 Penalty: 3741.726074
	Iteration 3Q: 3 clusters Score -342961.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -343006.250000 Penalty: 3741.726074
	Iteration 4Q: 3 clusters Score -343006.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -343032.343750 Penalty: 3741.726074
	Iteration 5Q: 3 clusters Score -343032.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -343044.656250 Penalty: 3741.726074
	Iteration 6Q: 3 clusters Score -343044.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -343054.781250 Penalty: 3741.726074
	Iteration 7Q: 3 clusters Score -343054.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -343063.218750 Penalty: 3741.726074
	Iteration 8Q: 3 clusters Score -343063.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -343068.750000 Penalty: 3741.726074
	Iteration 9Q: 3 clusters Score -343068.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -343070.906250 Penalty: 3741.726074
	Iteration 10Q: 3 clusters Score -343070.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -343075.125000 Penalty: 3741.726074
	Iteration 11Q: 3 clusters Score -343075.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -343079.750000 Penalty: 3741.726074
	Iteration 12Q: 3 clusters Score -343079.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -343083.031250 Penalty: 3741.726074
	Iteration 13Q: 3 clusters Score -343083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -343086.500000 Penalty: 3741.726074
	Iteration 14Q: 3 clusters Score -343086.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -343087.968750 Penalty: 3741.726074
	Iteration 15Q: 3 clusters Score -343088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -343088.468750 Penalty: 3741.726074
	Iteration 16Q: 3 clusters Score -343088.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -343088.468750 Penalty: 3741.726074
	Iteration 17F: 3 clusters Score -343088.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -20069.357422 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -20069.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -19060.957031 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -19060.96 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -19193.394531 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -19193.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -19265.597656 Penalty: 2778.651123
	Iteration 2F: 3 clusters Score -19265.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -19287.451172 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -19287.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19290.064453 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -19290.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -19290.064453 Penalty: 2778.651123
	Iteration 5F: 3 clusters Score -19290.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44626 members 
Entering Unmasked Estep 
Score: -8171737.500000 Penalty: 2655.105713
	Iteration 0F: 2 clusters Score -8171738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -8142431.000000 Penalty: 5310.211426
	Iteration 0F: 3 clusters Score -8142431 nChanged 20425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -8153631.000000 Penalty: 5310.211426
	Iteration 1F: 3 clusters Score -8153631 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -8154149.000000 Penalty: 5310.211426
	Iteration 2Q: 3 clusters Score -8154149 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -8154689.000000 Penalty: 5310.211426
	Iteration 3Q: 3 clusters Score -8154689 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -8155293.500000 Penalty: 5310.211426
	Iteration 4Q: 3 clusters Score -8155294 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -8155956.000000 Penalty: 5310.211426
	Iteration 5Q: 3 clusters Score -8155956 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -8156804.000000 Penalty: 5310.211426
	Iteration 6Q: 3 clusters Score -8156804 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -8157888.000000 Penalty: 5310.211426
	Iteration 7Q: 3 clusters Score -8157888 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -8159400.500000 Penalty: 5310.211426
	Iteration 8F: 3 clusters Score -8159400 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 29696 members 
Entering Unmasked Estep 
Score: -8161073.500000 Penalty: 5310.211426
	Iteration 9F: 3 clusters Score -8161074 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -8162748.500000 Penalty: 5310.211426
	Iteration 10F: 3 clusters Score -8162748 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -8164123.500000 Penalty: 5310.211426
	Iteration 11Q: 3 clusters Score -8164124 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -8164942.500000 Penalty: 5310.211426
	Iteration 12Q: 3 clusters Score -8164942 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 34027 members 
Entering Unmasked Estep 
Score: -8165409.000000 Penalty: 5310.211426
	Iteration 13Q: 3 clusters Score -8165409 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -8165760.000000 Penalty: 5310.211426
	Iteration 14Q: 3 clusters Score -8165760 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -8166118.500000 Penalty: 5310.211426
	Iteration 15Q: 3 clusters Score -8166118 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 36401 members 
Entering Unmasked Estep 
Score: -8166447.000000 Penalty: 5310.211426
	Iteration 16Q: 3 clusters Score -8166447 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 37124 members 
Entering Unmasked Estep 
Score: -8166728.500000 Penalty: 5310.211426
	Iteration 17Q: 3 clusters Score -8166728 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -8166953.500000 Penalty: 5310.211426
	Iteration 18Q: 3 clusters Score -8166954 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 38505 members 
Entering Unmasked Estep 
Score: -8167236.500000 Penalty: 5310.211426
	Iteration 19Q: 3 clusters Score -8167236 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -8167439.000000 Penalty: 5310.211426
	Iteration 20F: 3 clusters Score -8167439 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -8167678.500000 Penalty: 5310.211426
	Iteration 21Q: 3 clusters Score -8167678 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -8167895.500000 Penalty: 5310.211426
	Iteration 22Q: 3 clusters Score -8167896 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -8168121.500000 Penalty: 5310.211426
	Iteration 23Q: 3 clusters Score -8168122 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 41356 members 
Entering Unmasked Estep 
Score: -8168354.500000 Penalty: 5310.211426
	Iteration 24Q: 3 clusters Score -8168354 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -8168562.000000 Penalty: 5310.211426
	Iteration 25Q: 3 clusters Score -8168562 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -8168724.000000 Penalty: 5310.211426
	Iteration 26Q: 3 clusters Score -8168724 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 42614 members 
Entering Unmasked Estep 
Score: -8168876.000000 Penalty: 5310.211426
	Iteration 27Q: 3 clusters Score -8168876 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 42922 members 
Entering Unmasked Estep 
Score: -8168951.500000 Penalty: 5310.211426
	Iteration 28Q: 3 clusters Score -8168952 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
Score: -8169057.500000 Penalty: 5310.211426
	Iteration 29Q: 3 clusters Score -8169058 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 43407 members 
Entering Unmasked Estep 
Score: -8169141.500000 Penalty: 5310.211426
	Iteration 30Q: 3 clusters Score -8169142 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -8169221.000000 Penalty: 5310.211426
	Iteration 31Q: 3 clusters Score -8169221 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -8169286.500000 Penalty: 5310.211426
	Iteration 32Q: 3 clusters Score -8169286 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 43889 members 
Entering Unmasked Estep 
Score: -8169329.500000 Penalty: 5310.211426
	Iteration 33Q: 3 clusters Score -8169330 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 43989 members 
Entering Unmasked Estep 
Score: -8169383.000000 Penalty: 5310.211426
	Iteration 34Q: 3 clusters Score -8169383 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -8169416.500000 Penalty: 5310.211426
	Iteration 35Q: 3 clusters Score -8169416 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 44098 members 
Entering Unmasked Estep 
Score: -8169427.000000 Penalty: 5310.211426
	Iteration 36Q: 3 clusters Score -8169427 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 44130 members 
Entering Unmasked Estep 
Score: -8169455.000000 Penalty: 5310.211426
	Iteration 37Q: 3 clusters Score -8169455 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 44160 members 
Entering Unmasked Estep 
Score: -8169480.000000 Penalty: 5310.211426
	Iteration 38Q: 3 clusters Score -8169480 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 44179 members 
Entering Unmasked Estep 
Score: -8169497.000000 Penalty: 5310.211426
	Iteration 39Q: 3 clusters Score -8169497 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 44194 members 
Entering Unmasked Estep 
Score: -8169510.000000 Penalty: 5310.211426
	Iteration 40F: 3 clusters Score -8169510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 44207 members 
Entering Unmasked Estep 
Score: -8169519.000000 Penalty: 5310.211426
	Iteration 41Q: 3 clusters Score -8169519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 44213 members 
Entering Unmasked Estep 
Score: -8169521.500000 Penalty: 5310.211426
	Iteration 42Q: 3 clusters Score -8169522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 44218 members 
Entering Unmasked Estep 
Score: -8169529.500000 Penalty: 5310.211426
	Iteration 43Q: 3 clusters Score -8169530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 44227 members 
Entering Unmasked Estep 
Score: -8169547.000000 Penalty: 5310.211426
	Iteration 44Q: 3 clusters Score -8169547 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 44233 members 
Entering Unmasked Estep 
Score: -8169569.000000 Penalty: 5310.211426
	Iteration 45Q: 3 clusters Score -8169569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 44239 members 
Entering Unmasked Estep 
Score: -8169570.000000 Penalty: 5310.211426
	Iteration 46Q: 3 clusters Score -8169570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -8169577.000000 Penalty: 5310.211426
	Iteration 47Q: 3 clusters Score -8169577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 44250 members 
Entering Unmasked Estep 
Score: -8169579.000000 Penalty: 5310.211426
	Iteration 48Q: 3 clusters Score -8169579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 44253 members 
Entering Unmasked Estep 
Score: -8169581.500000 Penalty: 5310.211426
	Iteration 49Q: 3 clusters Score -8169582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 44255 members 
Entering Unmasked Estep 
Score: -8169577.000000 Penalty: 5310.211426
	Iteration 50Q: 3 clusters Score -8169577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 44256 members 
Entering Unmasked Estep 
Score: -8169579.000000 Penalty: 5310.211426
	Iteration 51Q: 3 clusters Score -8169579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 44256 members 
Entering Unmasked Estep 
Score: -8169579.000000 Penalty: 5310.211426
	Iteration 52F: 3 clusters Score -8169579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (48788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48788 members 
Entering Unmasked Estep 
Score: -8998936.000000 Penalty: 2677.219482
	Iteration 0F: 2 clusters Score -8998936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -8969180.000000 Penalty: 5354.438965
	Iteration 0F: 3 clusters Score -8969180 nChanged 22518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -8981903.000000 Penalty: 5354.438965
	Iteration 1F: 3 clusters Score -8981903 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -8982570.000000 Penalty: 5354.438965
	Iteration 2Q: 3 clusters Score -8982570 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -8983170.000000 Penalty: 5354.438965
	Iteration 3Q: 3 clusters Score -8983170 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -8983939.000000 Penalty: 5354.438965
	Iteration 4Q: 3 clusters Score -8983939 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 27133 members 
Entering Unmasked Estep 
Score: -8984907.000000 Penalty: 5354.438965
	Iteration 5Q: 3 clusters Score -8984907 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -8986213.000000 Penalty: 5354.438965
	Iteration 6Q: 3 clusters Score -8986213 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -8988036.000000 Penalty: 5354.438965
	Iteration 7F: 3 clusters Score -8988036 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -8990365.000000 Penalty: 5354.438965
	Iteration 8F: 3 clusters Score -8990365 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -8992869.000000 Penalty: 5354.438965
	Iteration 9F: 3 clusters Score -8992869 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 35205 members 
Entering Unmasked Estep 
Score: -8994853.000000 Penalty: 5354.438965
	Iteration 10Q: 3 clusters Score -8994853 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -8995987.000000 Penalty: 5354.438965
	Iteration 11Q: 3 clusters Score -8995987 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -8996661.000000 Penalty: 5354.438965
	Iteration 12Q: 3 clusters Score -8996661 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -8997163.000000 Penalty: 5354.438965
	Iteration 13Q: 3 clusters Score -8997163 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -8997469.000000 Penalty: 5354.438965
	Iteration 14Q: 3 clusters Score -8997469 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 38415 members 
Entering Unmasked Estep 
Score: -8997767.000000 Penalty: 5354.438965
	Iteration 15Q: 3 clusters Score -8997767 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -8997958.000000 Penalty: 5354.438965
	Iteration 16Q: 3 clusters Score -8997958 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 39101 members 
Entering Unmasked Estep 
Score: -8998086.000000 Penalty: 5354.438965
	Iteration 17Q: 3 clusters Score -8998086 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -8998231.000000 Penalty: 5354.438965
	Iteration 18Q: 3 clusters Score -8998231 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -8998300.000000 Penalty: 5354.438965
	Iteration 19Q: 3 clusters Score -8998300 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -8998351.000000 Penalty: 5354.438965
	Iteration 20F: 3 clusters Score -8998351 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -8998372.000000 Penalty: 5354.438965
	Iteration 21Q: 3 clusters Score -8998372 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -8998421.000000 Penalty: 5354.438965
	Iteration 22Q: 3 clusters Score -8998421 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -8998470.000000 Penalty: 5354.438965
	Iteration 23Q: 3 clusters Score -8998470 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -8998469.000000 Penalty: 5354.438965
	Iteration 24Q: 3 clusters Score -8998469 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -8998450.000000 Penalty: 5354.438965
	Iteration 25Q: 3 clusters Score -8998450 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 40939 members 
Entering Unmasked Estep 
Score: -8998451.000000 Penalty: 5354.438965
	Iteration 26Q: 3 clusters Score -8998451 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 41030 members 
Entering Unmasked Estep 
Score: -8998453.000000 Penalty: 5354.438965
	Iteration 27Q: 3 clusters Score -8998453 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -8998446.000000 Penalty: 5354.438965
	Iteration 28Q: 3 clusters Score -8998446 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -8998459.000000 Penalty: 5354.438965
	Iteration 29Q: 3 clusters Score -8998459 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -8998468.000000 Penalty: 5354.438965
	Iteration 30Q: 3 clusters Score -8998468 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -8998457.000000 Penalty: 5354.438965
	Iteration 31Q: 3 clusters Score -8998457 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -8998452.000000 Penalty: 5354.438965
	Iteration 32Q: 3 clusters Score -8998452 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 41330 members 
Entering Unmasked Estep 
Score: -8998463.000000 Penalty: 5354.438965
	Iteration 33Q: 3 clusters Score -8998463 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -8998469.000000 Penalty: 5354.438965
	Iteration 34Q: 3 clusters Score -8998469 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 41372 members 
Entering Unmasked Estep 
Score: -8998476.000000 Penalty: 5354.438965
	Iteration 35Q: 3 clusters Score -8998476 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -8998487.000000 Penalty: 5354.438965
	Iteration 36Q: 3 clusters Score -8998487 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
Score: -8998465.000000 Penalty: 5354.438965
	Iteration 37Q: 3 clusters Score -8998465 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 41449 members 
Entering Unmasked Estep 
Score: -8998473.000000 Penalty: 5354.438965
	Iteration 38Q: 3 clusters Score -8998473 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 41463 members 
Entering Unmasked Estep 
Score: -8998470.000000 Penalty: 5354.438965
	Iteration 39Q: 3 clusters Score -8998470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -8998472.000000 Penalty: 5354.438965
	Iteration 40F: 3 clusters Score -8998472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -8998481.000000 Penalty: 5354.438965
	Iteration 41Q: 3 clusters Score -8998481 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -8998489.000000 Penalty: 5354.438965
	Iteration 42Q: 3 clusters Score -8998489 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -8998499.000000 Penalty: 5354.438965
	Iteration 43Q: 3 clusters Score -8998499 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 41509 members 
Entering Unmasked Estep 
Score: -8998487.000000 Penalty: 5354.438965
	Iteration 44Q: 3 clusters Score -8998487 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 41523 members 
Entering Unmasked Estep 
Score: -8998489.000000 Penalty: 5354.438965
	Iteration 45Q: 3 clusters Score -8998489 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -8998480.000000 Penalty: 5354.438965
	Iteration 46Q: 3 clusters Score -8998480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
Score: -8998472.000000 Penalty: 5354.438965
	Iteration 47Q: 3 clusters Score -8998472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 41547 members 
Entering Unmasked Estep 
Score: -8998478.000000 Penalty: 5354.438965
	Iteration 48Q: 3 clusters Score -8998478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -8998482.000000 Penalty: 5354.438965
	Iteration 49Q: 3 clusters Score -8998482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 41562 members 
Entering Unmasked Estep 
Score: -8998489.000000 Penalty: 5354.438965
	Iteration 50Q: 3 clusters Score -8998489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 41568 members 
Entering Unmasked Estep 
Score: -8998487.000000 Penalty: 5354.438965
	Iteration 51Q: 3 clusters Score -8998487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -8998488.000000 Penalty: 5354.438965
	Iteration 52Q: 3 clusters Score -8998488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 41590 members 
Entering Unmasked Estep 
Score: -8998472.000000 Penalty: 5354.438965
	Iteration 53Q: 3 clusters Score -8998472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -8998467.000000 Penalty: 5354.438965
	Iteration 54Q: 3 clusters Score -8998467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 41602 members 
Entering Unmasked Estep 
Score: -8998465.000000 Penalty: 5354.438965
	Iteration 55Q: 3 clusters Score -8998465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -8998469.000000 Penalty: 5354.438965
	Iteration 56Q: 3 clusters Score -8998469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 41611 members 
Entering Unmasked Estep 
Score: -8998471.000000 Penalty: 5354.438965
	Iteration 57Q: 3 clusters Score -8998471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -8998471.000000 Penalty: 5354.438965
	Iteration 58Q: 3 clusters Score -8998471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -8998465.000000 Penalty: 5354.438965
	Iteration 59Q: 3 clusters Score -8998465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -8998465.000000 Penalty: 5354.438965
	Iteration 60F: 3 clusters Score -8998465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -52032.898438 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -52032.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -50598.359375 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -50598.36 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50876.617188 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -50876.62 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -51004.257812 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -51004.26 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -51075.597656 Penalty: 3080.457520
	Iteration 3F: 3 clusters Score -51075.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -51118.664062 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -51118.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -51133.535156 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -51133.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -51147.371094 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -51147.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -51159.722656 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -51159.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -51210.320312 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -51210.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -51216.855469 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -51216.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -51236.843750 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -51236.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -51258.011719 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -51258.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -51267.140625 Penalty: 3080.457520
	Iteration 12Q: 3 clusters Score -51267.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -51267.140625 Penalty: 3080.457520
	Iteration 13F: 3 clusters Score -51267.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Entering Unmasked Estep 
Score: -172256.109375 Penalty: 1736.308838
	Iteration 0F: 2 clusters Score -172256.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -170272.421875 Penalty: 3472.617676
	Iteration 0F: 3 clusters Score -170272.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -170656.328125 Penalty: 3472.617676
	Iteration 1F: 3 clusters Score -170656.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -170817.078125 Penalty: 3472.617676
	Iteration 2F: 3 clusters Score -170817.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -170940.718750 Penalty: 3472.617676
	Iteration 3F: 3 clusters Score -170940.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -171042.875000 Penalty: 3472.617676
	Iteration 4F: 3 clusters Score -171042.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -171182.671875 Penalty: 3472.617676
	Iteration 5F: 3 clusters Score -171182.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -171324.984375 Penalty: 3472.617676
	Iteration 6F: 3 clusters Score -171325 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -171472.718750 Penalty: 3472.617676
	Iteration 7Q: 3 clusters Score -171472.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -171586.875000 Penalty: 3472.617676
	Iteration 8Q: 3 clusters Score -171586.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -171664.640625 Penalty: 3472.617676
	Iteration 9Q: 3 clusters Score -171664.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -171736.328125 Penalty: 3472.617676
	Iteration 10Q: 3 clusters Score -171736.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -171764.843750 Penalty: 3472.617676
	Iteration 11Q: 3 clusters Score -171764.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -171785.000000 Penalty: 3472.617676
	Iteration 12Q: 3 clusters Score -171785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -171803.625000 Penalty: 3472.617676
	Iteration 13Q: 3 clusters Score -171803.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -171811.984375 Penalty: 3472.617676
	Iteration 14Q: 3 clusters Score -171812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -171814.109375 Penalty: 3472.617676
	Iteration 15Q: 3 clusters Score -171814.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -171822.687500 Penalty: 3472.617676
	Iteration 16Q: 3 clusters Score -171822.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -171824.625000 Penalty: 3472.617676
	Iteration 17Q: 3 clusters Score -171824.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -171825.593750 Penalty: 3472.617676
	Iteration 18Q: 3 clusters Score -171825.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -171828.718750 Penalty: 3472.617676
	Iteration 19Q: 3 clusters Score -171828.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -171828.921875 Penalty: 3472.617676
	Iteration 20F: 3 clusters Score -171828.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (42919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Entering Unmasked Estep 
Score: -7935767.000000 Penalty: 2645.433350
	Iteration 0F: 2 clusters Score -7935767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -7907286.000000 Penalty: 5290.866699
	Iteration 0F: 3 clusters Score -7907286 nChanged 19761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -7918111.500000 Penalty: 5290.866699
	Iteration 1F: 3 clusters Score -7918112 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -7918622.000000 Penalty: 5290.866699
	Iteration 2Q: 3 clusters Score -7918622 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -7919111.500000 Penalty: 5290.866699
	Iteration 3Q: 3 clusters Score -7919112 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -7919668.500000 Penalty: 5290.866699
	Iteration 4Q: 3 clusters Score -7919668 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -7920274.000000 Penalty: 5290.866699
	Iteration 5Q: 3 clusters Score -7920274 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -7921080.000000 Penalty: 5290.866699
	Iteration 6Q: 3 clusters Score -7921080 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -7922024.000000 Penalty: 5290.866699
	Iteration 7Q: 3 clusters Score -7922024 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -7923334.500000 Penalty: 5290.866699
	Iteration 8Q: 3 clusters Score -7923334 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -7924899.000000 Penalty: 5290.866699
	Iteration 9F: 3 clusters Score -7924899 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -7926618.500000 Penalty: 5290.866699
	Iteration 10F: 3 clusters Score -7926618 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34508 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -7928200.500000 Penalty: 5290.866699
	Iteration 11Q: 3 clusters Score -7928200 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -7929448.000000 Penalty: 5290.866699
	Iteration 12Q: 3 clusters Score -7929448 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -7930374.500000 Penalty: 5290.866699
	Iteration 13Q: 3 clusters Score -7930374 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37773 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -7930992.000000 Penalty: 5290.866699
	Iteration 14Q: 3 clusters Score -7930992 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -7931492.500000 Penalty: 5290.866699
	Iteration 15Q: 3 clusters Score -7931492 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -7931921.500000 Penalty: 5290.866699
	Iteration 16Q: 3 clusters Score -7931922 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -7932262.500000 Penalty: 5290.866699
	Iteration 17Q: 3 clusters Score -7932262 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -7932518.000000 Penalty: 5290.866699
	Iteration 18Q: 3 clusters Score -7932518 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40446 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -7932740.500000 Penalty: 5290.866699
	Iteration 19Q: 3 clusters Score -7932740 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -7932937.500000 Penalty: 5290.866699
	Iteration 20F: 3 clusters Score -7932938 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40997 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -7933072.500000 Penalty: 5290.866699
	Iteration 21Q: 3 clusters Score -7933072 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -7933169.000000 Penalty: 5290.866699
	Iteration 22Q: 3 clusters Score -7933169 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -7933258.000000 Penalty: 5290.866699
	Iteration 23Q: 3 clusters Score -7933258 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -7933297.500000 Penalty: 5290.866699
	Iteration 24Q: 3 clusters Score -7933298 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -7933329.000000 Penalty: 5290.866699
	Iteration 25Q: 3 clusters Score -7933329 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41664 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -7933365.500000 Penalty: 5290.866699
	Iteration 26Q: 3 clusters Score -7933366 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -7933406.000000 Penalty: 5290.866699
	Iteration 27Q: 3 clusters Score -7933406 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -7933436.500000 Penalty: 5290.866699
	Iteration 28Q: 3 clusters Score -7933436 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41821 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -7933446.500000 Penalty: 5290.866699
	Iteration 29Q: 3 clusters Score -7933446 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -7933467.000000 Penalty: 5290.866699
	Iteration 30Q: 3 clusters Score -7933467 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -7933484.000000 Penalty: 5290.866699
	Iteration 31Q: 3 clusters Score -7933484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41902 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -7933488.000000 Penalty: 5290.866699
	Iteration 32Q: 3 clusters Score -7933488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41928 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -7933503.000000 Penalty: 5290.866699
	Iteration 33Q: 3 clusters Score -7933503 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -7933504.500000 Penalty: 5290.866699
	Iteration 34Q: 3 clusters Score -7933504 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41976 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -7933509.500000 Penalty: 5290.866699
	Iteration 35Q: 3 clusters Score -7933510 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -7933520.000000 Penalty: 5290.866699
	Iteration 36Q: 3 clusters Score -7933520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -7933524.500000 Penalty: 5290.866699
	Iteration 37Q: 3 clusters Score -7933524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -7933516.500000 Penalty: 5290.866699
	Iteration 38Q: 3 clusters Score -7933516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42025 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -7933529.000000 Penalty: 5290.866699
	Iteration 39Q: 3 clusters Score -7933529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -7933529.500000 Penalty: 5290.866699
	Iteration 40F: 3 clusters Score -7933530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -7933525.500000 Penalty: 5290.866699
	Iteration 41Q: 3 clusters Score -7933526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -7933533.500000 Penalty: 5290.866699
	Iteration 42Q: 3 clusters Score -7933534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -7933534.000000 Penalty: 5290.866699
	Iteration 43Q: 3 clusters Score -7933534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -7933548.000000 Penalty: 5290.866699
	Iteration 44Q: 3 clusters Score -7933548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42054 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -7933548.000000 Penalty: 5290.866699
	Iteration 45Q: 3 clusters Score -7933548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42056 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -7933562.000000 Penalty: 5290.866699
	Iteration 46Q: 3 clusters Score -7933562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42058 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -7933557.000000 Penalty: 5290.866699
	Iteration 47Q: 3 clusters Score -7933557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -7933570.500000 Penalty: 5290.866699
	Iteration 48Q: 3 clusters Score -7933570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -7933563.000000 Penalty: 5290.866699
	Iteration 49Q: 3 clusters Score -7933563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -7933584.000000 Penalty: 5290.866699
	Iteration 50Q: 3 clusters Score -7933584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -7933580.500000 Penalty: 5290.866699
	Iteration 51Q: 3 clusters Score -7933580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -7933571.000000 Penalty: 5290.866699
	Iteration 52Q: 3 clusters Score -7933571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -7933574.000000 Penalty: 5290.866699
	Iteration 53Q: 3 clusters Score -7933574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -7933574.000000 Penalty: 5290.866699
	Iteration 54F: 3 clusters Score -7933574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (47151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47151 members 
Entering Unmasked Estep 
Score: -8709455.000000 Penalty: 2668.755371
	Iteration 0F: 2 clusters Score -8709455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -8679923.000000 Penalty: 5337.510742
	Iteration 0F: 3 clusters Score -8679923 nChanged 21790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 21934 members 
Entering Unmasked Estep 
Score: -8692173.000000 Penalty: 5337.510742
	Iteration 1F: 3 clusters Score -8692173 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -8692805.000000 Penalty: 5337.510742
	Iteration 2Q: 3 clusters Score -8692805 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -8693662.000000 Penalty: 5337.510742
	Iteration 3Q: 3 clusters Score -8693662 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -8694774.000000 Penalty: 5337.510742
	Iteration 4F: 3 clusters Score -8694774 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -8696464.000000 Penalty: 5337.510742
	Iteration 5F: 3 clusters Score -8696464 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -8699041.000000 Penalty: 5337.510742
	Iteration 6F: 3 clusters Score -8699041 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -8702042.000000 Penalty: 5337.510742
	Iteration 7F: 3 clusters Score -8702042 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -8704596.000000 Penalty: 5337.510742
	Iteration 8F: 3 clusters Score -8704596 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44499 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -8706148.000000 Penalty: 5337.510742
	Iteration 9Q: 3 clusters Score -8706148 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45782 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -8706778.000000 Penalty: 5337.510742
	Iteration 10Q: 3 clusters Score -8706778 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46426 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -8707037.000000 Penalty: 5337.510742
	Iteration 11Q: 3 clusters Score -8707037 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46698 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -8707120.000000 Penalty: 5337.510742
	Iteration 12Q: 3 clusters Score -8707120 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46802 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8707155.000000 Penalty: 5337.510742
	Iteration 13Q: 3 clusters Score -8707155 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46842 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -8707198.000000 Penalty: 5337.510742
	Iteration 14Q: 3 clusters Score -8707198 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46874 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8707219.000000 Penalty: 5337.510742
	Iteration 15Q: 3 clusters Score -8707219 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8707245.000000 Penalty: 5337.510742
	Iteration 16Q: 3 clusters Score -8707245 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46898 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -8707253.000000 Penalty: 5337.510742
	Iteration 17Q: 3 clusters Score -8707253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46900 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8707260.000000 Penalty: 5337.510742
	Iteration 18Q: 3 clusters Score -8707260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -8707267.000000 Penalty: 5337.510742
	Iteration 19Q: 3 clusters Score -8707267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46904 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -8707267.000000 Penalty: 5337.510742
	Iteration 20F: 3 clusters Score -8707267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Entering Unmasked Estep 
Score: -406782.468750 Penalty: 1930.136230
	Iteration 0F: 2 clusters Score -406782.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -403915.781250 Penalty: 3860.272461
	Iteration 0F: 3 clusters Score -403915.8 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -404537.468750 Penalty: 3860.272461
	Iteration 1F: 3 clusters Score -404537.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -404781.281250 Penalty: 3860.272461
	Iteration 2F: 3 clusters Score -404781.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -404962.687500 Penalty: 3860.272461
	Iteration 3F: 3 clusters Score -404962.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -405128.062500 Penalty: 3860.272461
	Iteration 4Q: 3 clusters Score -405128.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -405299.281250 Penalty: 3860.272461
	Iteration 5F: 3 clusters Score -405299.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -405451.656250 Penalty: 3860.272461
	Iteration 6F: 3 clusters Score -405451.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -405562.187500 Penalty: 3860.272461
	Iteration 7Q: 3 clusters Score -405562.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -405655.562500 Penalty: 3860.272461
	Iteration 8Q: 3 clusters Score -405655.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -405748.625000 Penalty: 3860.272461
	Iteration 9Q: 3 clusters Score -405748.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -405822.000000 Penalty: 3860.272461
	Iteration 10Q: 3 clusters Score -405822 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -405869.750000 Penalty: 3860.272461
	Iteration 11Q: 3 clusters Score -405869.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -405912.656250 Penalty: 3860.272461
	Iteration 12Q: 3 clusters Score -405912.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -405934.625000 Penalty: 3860.272461
	Iteration 13Q: 3 clusters Score -405934.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -405955.500000 Penalty: 3860.272461
	Iteration 14Q: 3 clusters Score -405955.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -405971.531250 Penalty: 3860.272461
	Iteration 15Q: 3 clusters Score -405971.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -405985.718750 Penalty: 3860.272461
	Iteration 16Q: 3 clusters Score -405985.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -405992.437500 Penalty: 3860.272461
	Iteration 17Q: 3 clusters Score -405992.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -405995.062500 Penalty: 3860.272461
	Iteration 18Q: 3 clusters Score -405995.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -405996.406250 Penalty: 3860.272461
	Iteration 19Q: 3 clusters Score -405996.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -405997.875000 Penalty: 3860.272461
	Iteration 20F: 3 clusters Score -405997.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -405999.093750 Penalty: 3860.272461
	Iteration 21Q: 3 clusters Score -405999.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -406003.687500 Penalty: 3860.272461
	Iteration 22Q: 3 clusters Score -406003.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -406004.312500 Penalty: 3860.272461
	Iteration 23Q: 3 clusters Score -406004.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -406004.312500 Penalty: 3860.272461
	Iteration 24F: 3 clusters Score -406004.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Entering Unmasked Estep 
Score: -130016.804688 Penalty: 1646.364868
	Iteration 0F: 2 clusters Score -130016.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -128290.726562 Penalty: 3292.729736
	Iteration 0F: 3 clusters Score -128290.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -128649.695312 Penalty: 3292.729736
	Iteration 1F: 3 clusters Score -128649.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -128838.195312 Penalty: 3292.729736
	Iteration 2F: 3 clusters Score -128838.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -128925.539062 Penalty: 3292.729736
	Iteration 3F: 3 clusters Score -128925.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -129007.859375 Penalty: 3292.729736
	Iteration 4Q: 3 clusters Score -129007.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -129063.539062 Penalty: 3292.729736
	Iteration 5Q: 3 clusters Score -129063.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -129088.937500 Penalty: 3292.729736
	Iteration 6Q: 3 clusters Score -129088.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -129103.789062 Penalty: 3292.729736
	Iteration 7Q: 3 clusters Score -129103.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -129113.578125 Penalty: 3292.729736
	Iteration 8Q: 3 clusters Score -129113.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -129116.796875 Penalty: 3292.729736
	Iteration 9Q: 3 clusters Score -129116.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -129125.304688 Penalty: 3292.729736
	Iteration 10Q: 3 clusters Score -129125.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -129130.601562 Penalty: 3292.729736
	Iteration 11Q: 3 clusters Score -129130.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -129134.328125 Penalty: 3292.729736
	Iteration 12Q: 3 clusters Score -129134.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -129136.687500 Penalty: 3292.729736
	Iteration 13Q: 3 clusters Score -129136.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -129137.851562 Penalty: 3292.729736
	Iteration 14Q: 3 clusters Score -129137.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -129141.195312 Penalty: 3292.729736
	Iteration 15Q: 3 clusters Score -129141.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -129147.500000 Penalty: 3292.729736
	Iteration 16Q: 3 clusters Score -129147.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -129147.500000 Penalty: 3292.729736
	Iteration 17F: 3 clusters Score -129147.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Entering Unmasked Estep 
Score: -221062.078125 Penalty: 1772.594727
	Iteration 0F: 2 clusters Score -221062.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -219051.625000 Penalty: 3545.189453
	Iteration 0F: 3 clusters Score -219051.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -219726.171875 Penalty: 3545.189453
	Iteration 1F: 3 clusters Score -219726.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -219956.453125 Penalty: 3545.189453
	Iteration 2F: 3 clusters Score -219956.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -220147.984375 Penalty: 3545.189453
	Iteration 3F: 3 clusters Score -220148 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -220269.718750 Penalty: 3545.189453
	Iteration 4Q: 3 clusters Score -220269.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -220319.703125 Penalty: 3545.189453
	Iteration 5Q: 3 clusters Score -220319.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -220346.406250 Penalty: 3545.189453
	Iteration 6Q: 3 clusters Score -220346.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -220360.640625 Penalty: 3545.189453
	Iteration 7Q: 3 clusters Score -220360.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -220376.500000 Penalty: 3545.189453
	Iteration 8Q: 3 clusters Score -220376.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -220393.796875 Penalty: 3545.189453
	Iteration 9Q: 3 clusters Score -220393.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -220406.453125 Penalty: 3545.189453
	Iteration 10Q: 3 clusters Score -220406.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -220412.734375 Penalty: 3545.189453
	Iteration 11Q: 3 clusters Score -220412.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -220424.125000 Penalty: 3545.189453
	Iteration 12Q: 3 clusters Score -220424.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -220430.953125 Penalty: 3545.189453
	Iteration 13Q: 3 clusters Score -220431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -220436.421875 Penalty: 3545.189453
	Iteration 14Q: 3 clusters Score -220436.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -220438.156250 Penalty: 3545.189453
	Iteration 15Q: 3 clusters Score -220438.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -220440.187500 Penalty: 3545.189453
	Iteration 16Q: 3 clusters Score -220440.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -220441.156250 Penalty: 3545.189453
	Iteration 17Q: 3 clusters Score -220441.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -220441.156250 Penalty: 3545.189453
	Iteration 18F: 3 clusters Score -220441.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (37436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Entering Unmasked Estep 
Score: -6849953.500000 Penalty: 2611.536133
	Iteration 0F: 2 clusters Score -6849954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -6824589.500000 Penalty: 5223.072266
	Iteration 0F: 3 clusters Score -6824590 nChanged 17102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -6834228.000000 Penalty: 5223.072266
	Iteration 1F: 3 clusters Score -6834228 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -6835040.000000 Penalty: 5223.072266
	Iteration 2F: 3 clusters Score -6835040 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -6836031.500000 Penalty: 5223.072266
	Iteration 3F: 3 clusters Score -6836032 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -6837519.500000 Penalty: 5223.072266
	Iteration 4F: 3 clusters Score -6837520 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -6839375.000000 Penalty: 5223.072266
	Iteration 5F: 3 clusters Score -6839375 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -6841596.500000 Penalty: 5223.072266
	Iteration 6F: 3 clusters Score -6841596 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -6843848.500000 Penalty: 5223.072266
	Iteration 7F: 3 clusters Score -6843848 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -6845598.000000 Penalty: 5223.072266
	Iteration 8F: 3 clusters Score -6845598 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -6846594.000000 Penalty: 5223.072266
	Iteration 9Q: 3 clusters Score -6846594 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -6847055.000000 Penalty: 5223.072266
	Iteration 10Q: 3 clusters Score -6847055 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -6847316.000000 Penalty: 5223.072266
	Iteration 11Q: 3 clusters Score -6847316 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -6847507.000000 Penalty: 5223.072266
	Iteration 12Q: 3 clusters Score -6847507 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -6847648.000000 Penalty: 5223.072266
	Iteration 13Q: 3 clusters Score -6847648 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -6847734.500000 Penalty: 5223.072266
	Iteration 14Q: 3 clusters Score -6847734 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -6847831.000000 Penalty: 5223.072266
	Iteration 15Q: 3 clusters Score -6847831 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -6847880.500000 Penalty: 5223.072266
	Iteration 16Q: 3 clusters Score -6847880 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -6847914.000000 Penalty: 5223.072266
	Iteration 17Q: 3 clusters Score -6847914 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -6847936.500000 Penalty: 5223.072266
	Iteration 18Q: 3 clusters Score -6847936 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -6847970.000000 Penalty: 5223.072266
	Iteration 19Q: 3 clusters Score -6847970 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -6847982.000000 Penalty: 5223.072266
	Iteration 20F: 3 clusters Score -6847982 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -6847997.000000 Penalty: 5223.072266
	Iteration 21Q: 3 clusters Score -6847997 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -6848014.500000 Penalty: 5223.072266
	Iteration 22Q: 3 clusters Score -6848014 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -6848022.500000 Penalty: 5223.072266
	Iteration 23Q: 3 clusters Score -6848022 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -6848044.500000 Penalty: 5223.072266
	Iteration 24Q: 3 clusters Score -6848044 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -6848045.000000 Penalty: 5223.072266
	Iteration 25Q: 3 clusters Score -6848045 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33273 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -6848042.500000 Penalty: 5223.072266
	Iteration 26Q: 3 clusters Score -6848042 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -6848049.000000 Penalty: 5223.072266
	Iteration 27Q: 3 clusters Score -6848049 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33340 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -6848055.000000 Penalty: 5223.072266
	Iteration 28Q: 3 clusters Score -6848055 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -6848063.000000 Penalty: 5223.072266
	Iteration 29Q: 3 clusters Score -6848063 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -6848071.500000 Penalty: 5223.072266
	Iteration 30Q: 3 clusters Score -6848072 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -6848093.500000 Penalty: 5223.072266
	Iteration 31Q: 3 clusters Score -6848094 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -6848085.500000 Penalty: 5223.072266
	Iteration 32Q: 3 clusters Score -6848086 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -6848107.000000 Penalty: 5223.072266
	Iteration 33Q: 3 clusters Score -6848107 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -6848106.500000 Penalty: 5223.072266
	Iteration 34Q: 3 clusters Score -6848106 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -6848103.000000 Penalty: 5223.072266
	Iteration 35Q: 3 clusters Score -6848103 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -6848100.000000 Penalty: 5223.072266
	Iteration 36Q: 3 clusters Score -6848100 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -6848108.000000 Penalty: 5223.072266
	Iteration 37Q: 3 clusters Score -6848108 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -6848099.000000 Penalty: 5223.072266
	Iteration 38Q: 3 clusters Score -6848099 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33747 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -6848114.500000 Penalty: 5223.072266
	Iteration 39Q: 3 clusters Score -6848114 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -6848129.000000 Penalty: 5223.072266
	Iteration 40F: 3 clusters Score -6848129 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -6848147.000000 Penalty: 5223.072266
	Iteration 41Q: 3 clusters Score -6848147 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -6848168.000000 Penalty: 5223.072266
	Iteration 42Q: 3 clusters Score -6848168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -6848166.000000 Penalty: 5223.072266
	Iteration 43Q: 3 clusters Score -6848166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33859 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -6848174.500000 Penalty: 5223.072266
	Iteration 44Q: 3 clusters Score -6848174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -6848165.500000 Penalty: 5223.072266
	Iteration 45Q: 3 clusters Score -6848166 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33882 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -6848173.000000 Penalty: 5223.072266
	Iteration 46Q: 3 clusters Score -6848173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -6848170.000000 Penalty: 5223.072266
	Iteration 47Q: 3 clusters Score -6848170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -6848170.000000 Penalty: 5223.072266
	Iteration 48Q: 3 clusters Score -6848170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -6848166.500000 Penalty: 5223.072266
	Iteration 49Q: 3 clusters Score -6848166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33904 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -6848167.000000 Penalty: 5223.072266
	Iteration 50Q: 3 clusters Score -6848167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -6848164.500000 Penalty: 5223.072266
	Iteration 51Q: 3 clusters Score -6848164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -6848167.000000 Penalty: 5223.072266
	Iteration 52Q: 3 clusters Score -6848167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -6848170.000000 Penalty: 5223.072266
	Iteration 53Q: 3 clusters Score -6848170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -6848163.500000 Penalty: 5223.072266
	Iteration 54Q: 3 clusters Score -6848164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33928 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -6848163.500000 Penalty: 5223.072266
	Iteration 55Q: 3 clusters Score -6848164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33929 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -6848169.000000 Penalty: 5223.072266
	Iteration 56Q: 3 clusters Score -6848169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33929 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -6848169.000000 Penalty: 5223.072266
	Iteration 57F: 3 clusters Score -6848169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Entering Unmasked Estep 
Score: -80958.656250 Penalty: 1599.716675
	Iteration 0F: 2 clusters Score -80958.66 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 346 members 
Entering Unmasked Estep 
Score: -79434.585938 Penalty: 3199.433350
	Iteration 0F: 3 clusters Score -79434.59 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -79897.976562 Penalty: 3199.433350
	Iteration 1F: 3 clusters Score -79897.98 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -80135.695312 Penalty: 3199.433350
	Iteration 2F: 3 clusters Score -80135.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -80238.835938 Penalty: 3199.433350
	Iteration 3Q: 3 clusters Score -80238.84 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -80325.015625 Penalty: 3199.433350
	Iteration 4Q: 3 clusters Score -80325.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -80435.531250 Penalty: 3199.433350
	Iteration 5Q: 3 clusters Score -80435.53 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -80544.398438 Penalty: 3199.433350
	Iteration 6Q: 3 clusters Score -80544.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -80657.359375 Penalty: 3199.433350
	Iteration 7Q: 3 clusters Score -80657.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -80696.695312 Penalty: 3199.433350
	Iteration 8Q: 3 clusters Score -80696.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -80738.820312 Penalty: 3199.433350
	Iteration 9Q: 3 clusters Score -80738.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -80754.390625 Penalty: 3199.433350
	Iteration 10Q: 3 clusters Score -80754.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -80763.414062 Penalty: 3199.433350
	Iteration 11Q: 3 clusters Score -80763.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -80772.812500 Penalty: 3199.433350
	Iteration 12F: 3 clusters Score -80772.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -80850.968750 Penalty: 3199.433350
	Iteration 13Q: 3 clusters Score -80850.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -80871.328125 Penalty: 3199.433350
	Iteration 14Q: 3 clusters Score -80871.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -80876.789062 Penalty: 3199.433350
	Iteration 15Q: 3 clusters Score -80876.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -80879.867188 Penalty: 3199.433350
	Iteration 16Q: 3 clusters Score -80879.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -80881.140625 Penalty: 3199.433350
	Iteration 17Q: 3 clusters Score -80881.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -80881.140625 Penalty: 3199.433350
	Iteration 18F: 3 clusters Score -80881.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47824 members 
Entering Unmasked Estep 
Score: -8664772.000000 Penalty: 2672.270264
	Iteration 0F: 2 clusters Score -8664772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -8633866.000000 Penalty: 5344.540527
	Iteration 0F: 3 clusters Score -8633866 nChanged 22001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -8646024.000000 Penalty: 5344.540527
	Iteration 1F: 3 clusters Score -8646024 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -8646529.000000 Penalty: 5344.540527
	Iteration 2Q: 3 clusters Score -8646529 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -8647027.000000 Penalty: 5344.540527
	Iteration 3Q: 3 clusters Score -8647027 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -8647587.000000 Penalty: 5344.540527
	Iteration 4Q: 3 clusters Score -8647587 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -8648442.000000 Penalty: 5344.540527
	Iteration 5Q: 3 clusters Score -8648442 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 26965 members 
Entering Unmasked Estep 
Score: -8649667.000000 Penalty: 5344.540527
	Iteration 6Q: 3 clusters Score -8649667 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -8651445.000000 Penalty: 5344.540527
	Iteration 7F: 3 clusters Score -8651445 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -8653982.000000 Penalty: 5344.540527
	Iteration 8F: 3 clusters Score -8653982 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -8657075.000000 Penalty: 5344.540527
	Iteration 9F: 3 clusters Score -8657075 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 32776 members 
Entering Unmasked Estep 
Score: -8659601.000000 Penalty: 5344.540527
	Iteration 10F: 3 clusters Score -8659601 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -8660833.000000 Penalty: 5344.540527
	Iteration 11Q: 3 clusters Score -8660833 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 34079 members 
Entering Unmasked Estep 
Score: -8661479.000000 Penalty: 5344.540527
	Iteration 12Q: 3 clusters Score -8661479 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -8661936.000000 Penalty: 5344.540527
	Iteration 13Q: 3 clusters Score -8661936 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -8662284.000000 Penalty: 5344.540527
	Iteration 14Q: 3 clusters Score -8662284 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 35250 members 
Entering Unmasked Estep 
Score: -8662565.000000 Penalty: 5344.540527
	Iteration 15Q: 3 clusters Score -8662565 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -8662751.000000 Penalty: 5344.540527
	Iteration 16Q: 3 clusters Score -8662751 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 35862 members 
Entering Unmasked Estep 
Score: -8662920.000000 Penalty: 5344.540527
	Iteration 17Q: 3 clusters Score -8662920 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 36105 members 
Entering Unmasked Estep 
Score: -8663046.000000 Penalty: 5344.540527
	Iteration 18Q: 3 clusters Score -8663046 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -8663117.000000 Penalty: 5344.540527
	Iteration 19Q: 3 clusters Score -8663117 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -8663160.000000 Penalty: 5344.540527
	Iteration 20F: 3 clusters Score -8663160 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -8663229.000000 Penalty: 5344.540527
	Iteration 21Q: 3 clusters Score -8663229 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 36920 members 
Entering Unmasked Estep 
Score: -8663288.000000 Penalty: 5344.540527
	Iteration 22Q: 3 clusters Score -8663288 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 37096 members 
Entering Unmasked Estep 
Score: -8663322.000000 Penalty: 5344.540527
	Iteration 23Q: 3 clusters Score -8663322 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -8663386.000000 Penalty: 5344.540527
	Iteration 24Q: 3 clusters Score -8663386 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -8663409.000000 Penalty: 5344.540527
	Iteration 25Q: 3 clusters Score -8663409 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 37534 members 
Entering Unmasked Estep 
Score: -8663469.000000 Penalty: 5344.540527
	Iteration 26Q: 3 clusters Score -8663469 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -8663478.000000 Penalty: 5344.540527
	Iteration 27Q: 3 clusters Score -8663478 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -8663513.000000 Penalty: 5344.540527
	Iteration 28Q: 3 clusters Score -8663513 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 37929 members 
Entering Unmasked Estep 
Score: -8663528.000000 Penalty: 5344.540527
	Iteration 29Q: 3 clusters Score -8663528 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -8663561.000000 Penalty: 5344.540527
	Iteration 30Q: 3 clusters Score -8663561 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 38174 members 
Entering Unmasked Estep 
Score: -8663575.000000 Penalty: 5344.540527
	Iteration 31Q: 3 clusters Score -8663575 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 38289 members 
Entering Unmasked Estep 
Score: -8663616.000000 Penalty: 5344.540527
	Iteration 32Q: 3 clusters Score -8663616 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -8663641.000000 Penalty: 5344.540527
	Iteration 33Q: 3 clusters Score -8663641 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -8663664.000000 Penalty: 5344.540527
	Iteration 34Q: 3 clusters Score -8663664 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 38564 members 
Entering Unmasked Estep 
Score: -8663675.000000 Penalty: 5344.540527
	Iteration 35Q: 3 clusters Score -8663675 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -8663695.000000 Penalty: 5344.540527
	Iteration 36Q: 3 clusters Score -8663695 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -8663703.000000 Penalty: 5344.540527
	Iteration 37Q: 3 clusters Score -8663703 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 38785 members 
Entering Unmasked Estep 
Score: -8663734.000000 Penalty: 5344.540527
	Iteration 38Q: 3 clusters Score -8663734 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -8663740.000000 Penalty: 5344.540527
	Iteration 39Q: 3 clusters Score -8663740 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 38917 members 
Entering Unmasked Estep 
Score: -8663774.000000 Penalty: 5344.540527
	Iteration 40F: 3 clusters Score -8663774 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 38972 members 
Entering Unmasked Estep 
Score: -8663782.000000 Penalty: 5344.540527
	Iteration 41Q: 3 clusters Score -8663782 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -8663781.000000 Penalty: 5344.540527
	Iteration 42Q: 3 clusters Score -8663781 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
Score: -8663820.000000 Penalty: 5344.540527
	Iteration 43Q: 3 clusters Score -8663820 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
Score: -8663834.000000 Penalty: 5344.540527
	Iteration 44Q: 3 clusters Score -8663834 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 39164 members 
Entering Unmasked Estep 
Score: -8663832.000000 Penalty: 5344.540527
	Iteration 45Q: 3 clusters Score -8663832 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -8663826.000000 Penalty: 5344.540527
	Iteration 46Q: 3 clusters Score -8663826 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -8663839.000000 Penalty: 5344.540527
	Iteration 47Q: 3 clusters Score -8663839 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -8663854.000000 Penalty: 5344.540527
	Iteration 48Q: 3 clusters Score -8663854 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -8663858.000000 Penalty: 5344.540527
	Iteration 49Q: 3 clusters Score -8663858 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 39374 members 
Entering Unmasked Estep 
Score: -8663841.000000 Penalty: 5344.540527
	Iteration 50Q: 3 clusters Score -8663841 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 39426 members 
Entering Unmasked Estep 
Score: -8663850.000000 Penalty: 5344.540527
	Iteration 51Q: 3 clusters Score -8663850 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 39476 members 
Entering Unmasked Estep 
Score: -8663874.000000 Penalty: 5344.540527
	Iteration 52Q: 3 clusters Score -8663874 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -8663866.000000 Penalty: 5344.540527
	Iteration 53Q: 3 clusters Score -8663866 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
Score: -8663865.000000 Penalty: 5344.540527
	Iteration 54Q: 3 clusters Score -8663865 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -8663868.000000 Penalty: 5344.540527
	Iteration 55Q: 3 clusters Score -8663868 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 39643 members 
Entering Unmasked Estep 
Score: -8663878.000000 Penalty: 5344.540527
	Iteration 56Q: 3 clusters Score -8663878 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -8663906.000000 Penalty: 5344.540527
	Iteration 57Q: 3 clusters Score -8663906 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 39727 members 
Entering Unmasked Estep 
Score: -8663903.000000 Penalty: 5344.540527
	Iteration 58Q: 3 clusters Score -8663903 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 39768 members 
Entering Unmasked Estep 
Score: -8663912.000000 Penalty: 5344.540527
	Iteration 59Q: 3 clusters Score -8663912 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 39802 members 
Entering Unmasked Estep 
Score: -8663918.000000 Penalty: 5344.540527
	Iteration 60F: 3 clusters Score -8663918 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -8663918.000000 Penalty: 5344.540527
	Iteration 61Q: 3 clusters Score -8663918 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -8663915.000000 Penalty: 5344.540527
	Iteration 62Q: 3 clusters Score -8663915 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -8663925.000000 Penalty: 5344.540527
	Iteration 63Q: 3 clusters Score -8663925 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -8663937.000000 Penalty: 5344.540527
	Iteration 64Q: 3 clusters Score -8663937 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -8663947.000000 Penalty: 5344.540527
	Iteration 65Q: 3 clusters Score -8663947 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -8663949.000000 Penalty: 5344.540527
	Iteration 66Q: 3 clusters Score -8663949 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -8663960.000000 Penalty: 5344.540527
	Iteration 67Q: 3 clusters Score -8663960 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 40031 members 
Entering Unmasked Estep 
Score: -8663974.000000 Penalty: 5344.540527
	Iteration 68Q: 3 clusters Score -8663974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 40046 members 
Entering Unmasked Estep 
Score: -8663965.000000 Penalty: 5344.540527
	Iteration 69Q: 3 clusters Score -8663965 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 40063 members 
Entering Unmasked Estep 
Score: -8663972.000000 Penalty: 5344.540527
	Iteration 70Q: 3 clusters Score -8663972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -8663972.000000 Penalty: 5344.540527
	Iteration 71Q: 3 clusters Score -8663972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -8663987.000000 Penalty: 5344.540527
	Iteration 72Q: 3 clusters Score -8663987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -8663989.000000 Penalty: 5344.540527
	Iteration 73Q: 3 clusters Score -8663989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 40114 members 
Entering Unmasked Estep 
Score: -8663988.000000 Penalty: 5344.540527
	Iteration 74Q: 3 clusters Score -8663988 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -8663992.000000 Penalty: 5344.540527
	Iteration 75Q: 3 clusters Score -8663992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -8663989.000000 Penalty: 5344.540527
	Iteration 76Q: 3 clusters Score -8663989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -8663985.000000 Penalty: 5344.540527
	Iteration 77Q: 3 clusters Score -8663985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -8663993.000000 Penalty: 5344.540527
	Iteration 78Q: 3 clusters Score -8663993 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -8664015.000000 Penalty: 5344.540527
	Iteration 79Q: 3 clusters Score -8664015 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -8664020.000000 Penalty: 5344.540527
	Iteration 80F: 3 clusters Score -8664020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -8664029.000000 Penalty: 5344.540527
	Iteration 81Q: 3 clusters Score -8664029 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 40261 members 
Entering Unmasked Estep 
Score: -8664021.000000 Penalty: 5344.540527
	Iteration 82Q: 3 clusters Score -8664021 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -8664040.000000 Penalty: 5344.540527
	Iteration 83Q: 3 clusters Score -8664040 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -8664055.000000 Penalty: 5344.540527
	Iteration 84Q: 3 clusters Score -8664055 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -8664048.000000 Penalty: 5344.540527
	Iteration 85Q: 3 clusters Score -8664048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 40382 members 
Entering Unmasked Estep 
Score: -8664041.000000 Penalty: 5344.540527
	Iteration 86Q: 3 clusters Score -8664041 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 40409 members 
Entering Unmasked Estep 
Score: -8664051.000000 Penalty: 5344.540527
	Iteration 87Q: 3 clusters Score -8664051 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -8664060.000000 Penalty: 5344.540527
	Iteration 88Q: 3 clusters Score -8664060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -8664066.000000 Penalty: 5344.540527
	Iteration 89Q: 3 clusters Score -8664066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -8664065.000000 Penalty: 5344.540527
	Iteration 90Q: 3 clusters Score -8664065 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 40490 members 
Entering Unmasked Estep 
Score: -8664075.000000 Penalty: 5344.540527
	Iteration 91Q: 3 clusters Score -8664075 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -8664082.000000 Penalty: 5344.540527
	Iteration 92Q: 3 clusters Score -8664082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -8664092.000000 Penalty: 5344.540527
	Iteration 93Q: 3 clusters Score -8664092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 40532 members 
Entering Unmasked Estep 
Score: -8664097.000000 Penalty: 5344.540527
	Iteration 94Q: 3 clusters Score -8664097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -8664105.000000 Penalty: 5344.540527
	Iteration 95Q: 3 clusters Score -8664105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
Score: -8664095.000000 Penalty: 5344.540527
	Iteration 96Q: 3 clusters Score -8664095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -8664085.000000 Penalty: 5344.540527
	Iteration 97Q: 3 clusters Score -8664085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -8664089.000000 Penalty: 5344.540527
	Iteration 98Q: 3 clusters Score -8664089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -8664084.000000 Penalty: 5344.540527
	Iteration 99Q: 3 clusters Score -8664084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 40583 members 
Entering Unmasked Estep 
Score: -8664088.000000 Penalty: 5344.540527
	Iteration 100F: 3 clusters Score -8664088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
Score: -8664087.000000 Penalty: 5344.540527
	Iteration 101Q: 3 clusters Score -8664087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -8664086.000000 Penalty: 5344.540527
	Iteration 102Q: 3 clusters Score -8664086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 40617 members 
Entering Unmasked Estep 
Score: -8664088.000000 Penalty: 5344.540527
	Iteration 103Q: 3 clusters Score -8664088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -8664092.000000 Penalty: 5344.540527
	Iteration 104Q: 3 clusters Score -8664092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 40632 members 
Entering Unmasked Estep 
Score: -8664091.000000 Penalty: 5344.540527
	Iteration 105Q: 3 clusters Score -8664091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 40636 members 
Entering Unmasked Estep 
Score: -8664098.000000 Penalty: 5344.540527
	Iteration 106Q: 3 clusters Score -8664098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 40637 members 
Entering Unmasked Estep 
Score: -8664100.000000 Penalty: 5344.540527
	Iteration 107Q: 3 clusters Score -8664100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
Score: -8664108.000000 Penalty: 5344.540527
	Iteration 108Q: 3 clusters Score -8664108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 40643 members 
Entering Unmasked Estep 
Score: -8664103.000000 Penalty: 5344.540527
	Iteration 109Q: 3 clusters Score -8664103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -8664102.000000 Penalty: 5344.540527
	Iteration 110Q: 3 clusters Score -8664102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -8664102.000000 Penalty: 5344.540527
	Iteration 111Q: 3 clusters Score -8664102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -8664100.000000 Penalty: 5344.540527
	Iteration 112Q: 3 clusters Score -8664100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 40648 members 
Entering Unmasked Estep 
Score: -8664100.000000 Penalty: 5344.540527
	Iteration 113F: 3 clusters Score -8664100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Entering Unmasked Estep 
Score: -56100.875000 Penalty: 1491.401367
	Iteration 0F: 2 clusters Score -56100.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -54792.402344 Penalty: 2982.802734
	Iteration 0F: 3 clusters Score -54792.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -54926.070312 Penalty: 2982.802734
	Iteration 1F: 3 clusters Score -54926.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -54948.718750 Penalty: 2982.802734
	Iteration 2Q: 3 clusters Score -54948.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -54973.761719 Penalty: 2982.802734
	Iteration 3Q: 3 clusters Score -54973.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -54993.085938 Penalty: 2982.802734
	Iteration 4Q: 3 clusters Score -54993.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -55008.707031 Penalty: 2982.802734
	Iteration 5Q: 3 clusters Score -55008.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -55014.437500 Penalty: 2982.802734
	Iteration 6Q: 3 clusters Score -55014.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -55019.445312 Penalty: 2982.802734
	Iteration 7Q: 3 clusters Score -55019.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -55026.226562 Penalty: 2982.802734
	Iteration 8Q: 3 clusters Score -55026.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -55035.218750 Penalty: 2982.802734
	Iteration 9Q: 3 clusters Score -55035.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -55036.851562 Penalty: 2982.802734
	Iteration 10Q: 3 clusters Score -55036.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -55036.851562 Penalty: 2982.802734
	Iteration 11F: 3 clusters Score -55036.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Entering Unmasked Estep 
Score: -4548318.500000 Penalty: 2517.363770
	Iteration 0F: 2 clusters Score -4548318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -4530688.000000 Penalty: 5034.727539
	Iteration 0F: 3 clusters Score -4530688 nChanged 11410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -4536925.000000 Penalty: 5034.727539
	Iteration 1F: 3 clusters Score -4536925 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -4537350.500000 Penalty: 5034.727539
	Iteration 2Q: 3 clusters Score -4537350 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -4537722.000000 Penalty: 5034.727539
	Iteration 3Q: 3 clusters Score -4537722 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -4538081.500000 Penalty: 5034.727539
	Iteration 4Q: 3 clusters Score -4538082 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -4538404.500000 Penalty: 5034.727539
	Iteration 5Q: 3 clusters Score -4538404 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -4538820.500000 Penalty: 5034.727539
	Iteration 6Q: 3 clusters Score -4538820 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -4539319.000000 Penalty: 5034.727539
	Iteration 7Q: 3 clusters Score -4539319 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -4539959.000000 Penalty: 5034.727539
	Iteration 8Q: 3 clusters Score -4539959 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -4540602.000000 Penalty: 5034.727539
	Iteration 9Q: 3 clusters Score -4540602 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -4541355.500000 Penalty: 5034.727539
	Iteration 10Q: 3 clusters Score -4541356 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -4542111.000000 Penalty: 5034.727539
	Iteration 11Q: 3 clusters Score -4542111 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -4542953.500000 Penalty: 5034.727539
	Iteration 12Q: 3 clusters Score -4542954 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -4543788.500000 Penalty: 5034.727539
	Iteration 13Q: 3 clusters Score -4543788 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -4544549.000000 Penalty: 5034.727539
	Iteration 14Q: 3 clusters Score -4544549 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -4545147.500000 Penalty: 5034.727539
	Iteration 15Q: 3 clusters Score -4545148 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -4545512.000000 Penalty: 5034.727539
	Iteration 16Q: 3 clusters Score -4545512 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -4545760.500000 Penalty: 5034.727539
	Iteration 17Q: 3 clusters Score -4545760 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -4545969.000000 Penalty: 5034.727539
	Iteration 18Q: 3 clusters Score -4545969 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -4546054.000000 Penalty: 5034.727539
	Iteration 19Q: 3 clusters Score -4546054 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -4546122.000000 Penalty: 5034.727539
	Iteration 20F: 3 clusters Score -4546122 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -4546181.500000 Penalty: 5034.727539
	Iteration 21Q: 3 clusters Score -4546182 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -4546236.000000 Penalty: 5034.727539
	Iteration 22Q: 3 clusters Score -4546236 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -4546284.000000 Penalty: 5034.727539
	Iteration 23Q: 3 clusters Score -4546284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -4546315.500000 Penalty: 5034.727539
	Iteration 24Q: 3 clusters Score -4546316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -4546344.000000 Penalty: 5034.727539
	Iteration 25Q: 3 clusters Score -4546344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -4546345.500000 Penalty: 5034.727539
	Iteration 26Q: 3 clusters Score -4546346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -4546354.500000 Penalty: 5034.727539
	Iteration 27Q: 3 clusters Score -4546354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -4546367.000000 Penalty: 5034.727539
	Iteration 28Q: 3 clusters Score -4546367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 25087 members 
Entering Unmasked Estep 
Score: -4546375.000000 Penalty: 5034.727539
	Iteration 29Q: 3 clusters Score -4546375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -4546386.500000 Penalty: 5034.727539
	Iteration 30Q: 3 clusters Score -4546386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -4546386.000000 Penalty: 5034.727539
	Iteration 31Q: 3 clusters Score -4546386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -4546390.000000 Penalty: 5034.727539
	Iteration 32Q: 3 clusters Score -4546390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -4546391.000000 Penalty: 5034.727539
	Iteration 33Q: 3 clusters Score -4546391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -4546388.000000 Penalty: 5034.727539
	Iteration 34Q: 3 clusters Score -4546388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -4546391.500000 Penalty: 5034.727539
	Iteration 35Q: 3 clusters Score -4546392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -4546395.500000 Penalty: 5034.727539
	Iteration 36Q: 3 clusters Score -4546396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -4546398.500000 Penalty: 5034.727539
	Iteration 37Q: 3 clusters Score -4546398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -4546398.500000 Penalty: 5034.727539
	Iteration 38F: 3 clusters Score -4546398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (24333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Entering Unmasked Estep 
Score: -4419239.000000 Penalty: 2504.697998
	Iteration 0F: 2 clusters Score -4419239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -4402359.000000 Penalty: 5009.395996
	Iteration 0F: 3 clusters Score -4402359 nChanged 10807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -4408165.000000 Penalty: 5009.395996
	Iteration 1F: 3 clusters Score -4408165 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -4408524.500000 Penalty: 5009.395996
	Iteration 2Q: 3 clusters Score -4408524 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -4408871.000000 Penalty: 5009.395996
	Iteration 3Q: 3 clusters Score -4408871 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -4409212.000000 Penalty: 5009.395996
	Iteration 4Q: 3 clusters Score -4409212 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -4409570.000000 Penalty: 5009.395996
	Iteration 5Q: 3 clusters Score -4409570 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -4410072.500000 Penalty: 5009.395996
	Iteration 6Q: 3 clusters Score -4410072 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -4410755.500000 Penalty: 5009.395996
	Iteration 7Q: 3 clusters Score -4410756 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -4411669.500000 Penalty: 5009.395996
	Iteration 8F: 3 clusters Score -4411670 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -4412796.500000 Penalty: 5009.395996
	Iteration 9F: 3 clusters Score -4412796 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -4413957.500000 Penalty: 5009.395996
	Iteration 10F: 3 clusters Score -4413958 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -4414965.000000 Penalty: 5009.395996
	Iteration 11Q: 3 clusters Score -4414965 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -4415707.500000 Penalty: 5009.395996
	Iteration 12Q: 3 clusters Score -4415708 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22971 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4416209.500000 Penalty: 5009.395996
	Iteration 13Q: 3 clusters Score -4416210 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4416549.500000 Penalty: 5009.395996
	Iteration 14Q: 3 clusters Score -4416550 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4416739.000000 Penalty: 5009.395996
	Iteration 15Q: 3 clusters Score -4416739 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4416858.500000 Penalty: 5009.395996
	Iteration 16Q: 3 clusters Score -4416858 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4416922.000000 Penalty: 5009.395996
	Iteration 17Q: 3 clusters Score -4416922 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4416966.000000 Penalty: 5009.395996
	Iteration 18Q: 3 clusters Score -4416966 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4416988.000000 Penalty: 5009.395996
	Iteration 19Q: 3 clusters Score -4416988 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4417006.000000 Penalty: 5009.395996
	Iteration 20F: 3 clusters Score -4417006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4417018.000000 Penalty: 5009.395996
	Iteration 21Q: 3 clusters Score -4417018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4417025.000000 Penalty: 5009.395996
	Iteration 22Q: 3 clusters Score -4417025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4417028.500000 Penalty: 5009.395996
	Iteration 23Q: 3 clusters Score -4417028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4417037.000000 Penalty: 5009.395996
	Iteration 24Q: 3 clusters Score -4417037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4417043.000000 Penalty: 5009.395996
	Iteration 25Q: 3 clusters Score -4417043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4417045.500000 Penalty: 5009.395996
	Iteration 26Q: 3 clusters Score -4417046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4417046.000000 Penalty: 5009.395996
	Iteration 27Q: 3 clusters Score -4417046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4417045.500000 Penalty: 5009.395996
	Iteration 28Q: 3 clusters Score -4417046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4417049.500000 Penalty: 5009.395996
	Iteration 29Q: 3 clusters Score -4417050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4417050.000000 Penalty: 5009.395996
	Iteration 30Q: 3 clusters Score -4417050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -4417054.500000 Penalty: 5009.395996
	Iteration 31Q: 3 clusters Score -4417054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -4417054.500000 Penalty: 5009.395996
	Iteration 32F: 3 clusters Score -4417054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (47291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47291 members 
Entering Unmasked Estep 
Score: -8712373.000000 Penalty: 2669.490723
	Iteration 0F: 2 clusters Score -8712373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -8682310.000000 Penalty: 5338.981445
	Iteration 0F: 3 clusters Score -8682310 nChanged 21701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -8694016.000000 Penalty: 5338.981445
	Iteration 1F: 3 clusters Score -8694016 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -8694535.000000 Penalty: 5338.981445
	Iteration 2Q: 3 clusters Score -8694535 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -8695120.000000 Penalty: 5338.981445
	Iteration 3Q: 3 clusters Score -8695120 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -8695703.000000 Penalty: 5338.981445
	Iteration 4Q: 3 clusters Score -8695703 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -8696492.000000 Penalty: 5338.981445
	Iteration 5Q: 3 clusters Score -8696492 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -8697538.000000 Penalty: 5338.981445
	Iteration 6Q: 3 clusters Score -8697538 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 31209 members 
Entering Unmasked Estep 
Score: -8698863.000000 Penalty: 5338.981445
	Iteration 7F: 3 clusters Score -8698863 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -8700724.000000 Penalty: 5338.981445
	Iteration 8F: 3 clusters Score -8700724 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 36931 members 
Entering Unmasked Estep 
Score: -8703134.000000 Penalty: 5338.981445
	Iteration 9F: 3 clusters Score -8703134 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -8705587.000000 Penalty: 5338.981445
	Iteration 10F: 3 clusters Score -8705587 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 42509 members 
Entering Unmasked Estep 
Score: -8707704.000000 Penalty: 5338.981445
	Iteration 11F: 3 clusters Score -8707704 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -8708956.000000 Penalty: 5338.981445
	Iteration 12Q: 3 clusters Score -8708956 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 45586 members 
Entering Unmasked Estep 
Score: -8709652.000000 Penalty: 5338.981445
	Iteration 13Q: 3 clusters Score -8709652 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -8709926.000000 Penalty: 5338.981445
	Iteration 14Q: 3 clusters Score -8709926 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 46520 members 
Entering Unmasked Estep 
Score: -8710096.000000 Penalty: 5338.981445
	Iteration 15Q: 3 clusters Score -8710096 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 46676 members 
Entering Unmasked Estep 
Score: -8710176.000000 Penalty: 5338.981445
	Iteration 16Q: 3 clusters Score -8710176 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 46754 members 
Entering Unmasked Estep 
Score: -8710171.000000 Penalty: 5338.981445
	Iteration 17Q: 3 clusters Score -8710171 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 46805 members 
Entering Unmasked Estep 
Score: -8710203.000000 Penalty: 5338.981445
	Iteration 18Q: 3 clusters Score -8710203 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 46834 members 
Entering Unmasked Estep 
Score: -8710226.000000 Penalty: 5338.981445
	Iteration 19Q: 3 clusters Score -8710226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -8710249.000000 Penalty: 5338.981445
	Iteration 20F: 3 clusters Score -8710249 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 46867 members 
Entering Unmasked Estep 
Score: -8710251.000000 Penalty: 5338.981445
	Iteration 21Q: 3 clusters Score -8710251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 46872 members 
Entering Unmasked Estep 
Score: -8710258.000000 Penalty: 5338.981445
	Iteration 22Q: 3 clusters Score -8710258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -8710263.000000 Penalty: 5338.981445
	Iteration 23Q: 3 clusters Score -8710263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 46883 members 
Entering Unmasked Estep 
Score: -8710262.000000 Penalty: 5338.981445
	Iteration 24Q: 3 clusters Score -8710262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 46890 members 
Entering Unmasked Estep 
Score: -8710283.000000 Penalty: 5338.981445
	Iteration 25Q: 3 clusters Score -8710283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 46895 members 
Entering Unmasked Estep 
Score: -8710286.000000 Penalty: 5338.981445
	Iteration 26Q: 3 clusters Score -8710286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 46897 members 
Entering Unmasked Estep 
Score: -8710286.000000 Penalty: 5338.981445
	Iteration 27Q: 3 clusters Score -8710286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 46905 members 
Entering Unmasked Estep 
Score: -8710301.000000 Penalty: 5338.981445
	Iteration 28Q: 3 clusters Score -8710301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 46909 members 
Entering Unmasked Estep 
Score: -8710304.000000 Penalty: 5338.981445
	Iteration 29Q: 3 clusters Score -8710304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 46910 members 
Entering Unmasked Estep 
Score: -8710303.000000 Penalty: 5338.981445
	Iteration 30Q: 3 clusters Score -8710303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 46912 members 
Entering Unmasked Estep 
Score: -8710309.000000 Penalty: 5338.981445
	Iteration 31Q: 3 clusters Score -8710309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 46913 members 
Entering Unmasked Estep 
Score: -8710310.000000 Penalty: 5338.981445
	Iteration 32Q: 3 clusters Score -8710310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 46914 members 
Entering Unmasked Estep 
Score: -8710310.000000 Penalty: 5338.981445
	Iteration 33Q: 3 clusters Score -8710310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 46915 members 
Entering Unmasked Estep 
Score: -8710308.000000 Penalty: 5338.981445
	Iteration 34Q: 3 clusters Score -8710308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 46916 members 
Entering Unmasked Estep 
Score: -8710304.000000 Penalty: 5338.981445
	Iteration 35Q: 3 clusters Score -8710304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 46916 members 
Entering Unmasked Estep 
Score: -8710304.000000 Penalty: 5338.981445
	Iteration 36F: 3 clusters Score -8710304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (45885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45885 members 
Entering Unmasked Estep 
Score: -8443651.000000 Penalty: 2662.005615
	Iteration 0F: 2 clusters Score -8443651 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -8414123.000000 Penalty: 5324.011230
	Iteration 0F: 3 clusters Score -8414123 nChanged 21273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -8425806.000000 Penalty: 5324.011230
	Iteration 1F: 3 clusters Score -8425806 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -8426365.000000 Penalty: 5324.011230
	Iteration 2Q: 3 clusters Score -8426365 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -8426871.000000 Penalty: 5324.011230
	Iteration 3Q: 3 clusters Score -8426871 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -8427412.000000 Penalty: 5324.011230
	Iteration 4Q: 3 clusters Score -8427412 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -8427905.000000 Penalty: 5324.011230
	Iteration 5Q: 3 clusters Score -8427905 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -8428428.000000 Penalty: 5324.011230
	Iteration 6Q: 3 clusters Score -8428428 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -8428861.000000 Penalty: 5324.011230
	Iteration 7Q: 3 clusters Score -8428861 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -8429382.000000 Penalty: 5324.011230
	Iteration 8Q: 3 clusters Score -8429382 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -8429898.000000 Penalty: 5324.011230
	Iteration 9Q: 3 clusters Score -8429898 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -8430453.000000 Penalty: 5324.011230
	Iteration 10Q: 3 clusters Score -8430453 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -8431189.000000 Penalty: 5324.011230
	Iteration 11Q: 3 clusters Score -8431189 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -8432221.000000 Penalty: 5324.011230
	Iteration 12Q: 3 clusters Score -8432221 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -8433493.000000 Penalty: 5324.011230
	Iteration 13Q: 3 clusters Score -8433493 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 34556 members 
Entering Unmasked Estep 
Score: -8435076.000000 Penalty: 5324.011230
	Iteration 14Q: 3 clusters Score -8435076 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -8436630.000000 Penalty: 5324.011230
	Iteration 15Q: 3 clusters Score -8436630 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -8437863.000000 Penalty: 5324.011230
	Iteration 16Q: 3 clusters Score -8437863 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -8438666.000000 Penalty: 5324.011230
	Iteration 17Q: 3 clusters Score -8438666 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 40097 members 
Entering Unmasked Estep 
Score: -8439235.000000 Penalty: 5324.011230
	Iteration 18Q: 3 clusters Score -8439235 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -8439779.000000 Penalty: 5324.011230
	Iteration 19Q: 3 clusters Score -8439779 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 41771 members 
Entering Unmasked Estep 
Score: -8440125.000000 Penalty: 5324.011230
	Iteration 20F: 3 clusters Score -8440125 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
Score: -8440434.000000 Penalty: 5324.011230
	Iteration 21Q: 3 clusters Score -8440434 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 43074 members 
Entering Unmasked Estep 
Score: -8440703.000000 Penalty: 5324.011230
	Iteration 22Q: 3 clusters Score -8440703 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 43586 members 
Entering Unmasked Estep 
Score: -8440908.000000 Penalty: 5324.011230
	Iteration 23Q: 3 clusters Score -8440908 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 43996 members 
Entering Unmasked Estep 
Score: -8441053.000000 Penalty: 5324.011230
	Iteration 24Q: 3 clusters Score -8441053 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 44331 members 
Entering Unmasked Estep 
Score: -8441160.000000 Penalty: 5324.011230
	Iteration 25Q: 3 clusters Score -8441160 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -8441272.000000 Penalty: 5324.011230
	Iteration 26Q: 3 clusters Score -8441272 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -8441335.000000 Penalty: 5324.011230
	Iteration 27Q: 3 clusters Score -8441335 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 44899 members 
Entering Unmasked Estep 
Score: -8441372.000000 Penalty: 5324.011230
	Iteration 28Q: 3 clusters Score -8441372 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 44987 members 
Entering Unmasked Estep 
Score: -8441400.000000 Penalty: 5324.011230
	Iteration 29Q: 3 clusters Score -8441400 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -8441430.000000 Penalty: 5324.011230
	Iteration 30Q: 3 clusters Score -8441430 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -8441457.000000 Penalty: 5324.011230
	Iteration 31Q: 3 clusters Score -8441457 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 45146 members 
Entering Unmasked Estep 
Score: -8441465.000000 Penalty: 5324.011230
	Iteration 32Q: 3 clusters Score -8441465 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 45176 members 
Entering Unmasked Estep 
Score: -8441472.000000 Penalty: 5324.011230
	Iteration 33Q: 3 clusters Score -8441472 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 45195 members 
Entering Unmasked Estep 
Score: -8441490.000000 Penalty: 5324.011230
	Iteration 34Q: 3 clusters Score -8441490 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 45215 members 
Entering Unmasked Estep 
Score: -8441496.000000 Penalty: 5324.011230
	Iteration 35Q: 3 clusters Score -8441496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 45228 members 
Entering Unmasked Estep 
Score: -8441495.000000 Penalty: 5324.011230
	Iteration 36Q: 3 clusters Score -8441495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 45237 members 
Entering Unmasked Estep 
Score: -8441485.000000 Penalty: 5324.011230
	Iteration 37Q: 3 clusters Score -8441485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 45247 members 
Entering Unmasked Estep 
Score: -8441485.000000 Penalty: 5324.011230
	Iteration 38Q: 3 clusters Score -8441485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -8441487.000000 Penalty: 5324.011230
	Iteration 39Q: 3 clusters Score -8441487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -8441486.000000 Penalty: 5324.011230
	Iteration 40F: 3 clusters Score -8441486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 45262 members 
Entering Unmasked Estep 
Score: -8441476.000000 Penalty: 5324.011230
	Iteration 41Q: 3 clusters Score -8441476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -8441482.000000 Penalty: 5324.011230
	Iteration 42Q: 3 clusters Score -8441482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 45262 members 
Entering Unmasked Estep 
Score: -8441485.000000 Penalty: 5324.011230
	Iteration 43Q: 3 clusters Score -8441485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 45262 members 
Entering Unmasked Estep 
Score: -8441485.000000 Penalty: 5324.011230
	Iteration 44F: 3 clusters Score -8441485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (46507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Entering Unmasked Estep 
Score: -8547882.000000 Penalty: 2665.344971
	Iteration 0F: 2 clusters Score -8547882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -8517639.000000 Penalty: 5330.689941
	Iteration 0F: 3 clusters Score -8517639 nChanged 21477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -8529558.000000 Penalty: 5330.689941
	Iteration 1F: 3 clusters Score -8529558 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -8530171.000000 Penalty: 5330.689941
	Iteration 2Q: 3 clusters Score -8530171 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -8530739.000000 Penalty: 5330.689941
	Iteration 3Q: 3 clusters Score -8530739 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -8531368.000000 Penalty: 5330.689941
	Iteration 4Q: 3 clusters Score -8531368 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -8531939.000000 Penalty: 5330.689941
	Iteration 5Q: 3 clusters Score -8531939 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -8532558.000000 Penalty: 5330.689941
	Iteration 6Q: 3 clusters Score -8532558 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -8533398.000000 Penalty: 5330.689941
	Iteration 7Q: 3 clusters Score -8533398 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -8534373.000000 Penalty: 5330.689941
	Iteration 8Q: 3 clusters Score -8534373 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25466 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -8535607.000000 Penalty: 5330.689941
	Iteration 9Q: 3 clusters Score -8535607 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25620 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -8536982.000000 Penalty: 5330.689941
	Iteration 10Q: 3 clusters Score -8536982 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -8538146.000000 Penalty: 5330.689941
	Iteration 11Q: 3 clusters Score -8538146 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -8538852.000000 Penalty: 5330.689941
	Iteration 12Q: 3 clusters Score -8538852 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -8539178.000000 Penalty: 5330.689941
	Iteration 13Q: 3 clusters Score -8539178 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -8539253.000000 Penalty: 5330.689941
	Iteration 14Q: 3 clusters Score -8539253 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -8539320.000000 Penalty: 5330.689941
	Iteration 15Q: 3 clusters Score -8539320 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -8539347.000000 Penalty: 5330.689941
	Iteration 16Q: 3 clusters Score -8539347 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -8539399.000000 Penalty: 5330.689941
	Iteration 17Q: 3 clusters Score -8539399 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -8539419.000000 Penalty: 5330.689941
	Iteration 18Q: 3 clusters Score -8539419 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -8539443.000000 Penalty: 5330.689941
	Iteration 19Q: 3 clusters Score -8539443 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -8539474.000000 Penalty: 5330.689941
	Iteration 20F: 3 clusters Score -8539474 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -8539520.000000 Penalty: 5330.689941
	Iteration 21Q: 3 clusters Score -8539520 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -8539555.000000 Penalty: 5330.689941
	Iteration 22Q: 3 clusters Score -8539555 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -8539638.000000 Penalty: 5330.689941
	Iteration 23Q: 3 clusters Score -8539638 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -8539669.000000 Penalty: 5330.689941
	Iteration 24Q: 3 clusters Score -8539669 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -8539657.000000 Penalty: 5330.689941
	Iteration 25Q: 3 clusters Score -8539657 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -8539712.000000 Penalty: 5330.689941
	Iteration 26Q: 3 clusters Score -8539712 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 20028 members 
Entering Unmasked Estep 
Score: -8539749.000000 Penalty: 5330.689941
	Iteration 27Q: 3 clusters Score -8539749 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -8539801.000000 Penalty: 5330.689941
	Iteration 28Q: 3 clusters Score -8539801 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -8539871.000000 Penalty: 5330.689941
	Iteration 29Q: 3 clusters Score -8539871 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -8539923.000000 Penalty: 5330.689941
	Iteration 30Q: 3 clusters Score -8539923 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -8540001.000000 Penalty: 5330.689941
	Iteration 31Q: 3 clusters Score -8540001 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -8540097.000000 Penalty: 5330.689941
	Iteration 32Q: 3 clusters Score -8540097 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -8540231.000000 Penalty: 5330.689941
	Iteration 33Q: 3 clusters Score -8540231 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -8540405.000000 Penalty: 5330.689941
	Iteration 34Q: 3 clusters Score -8540405 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -8540771.000000 Penalty: 5330.689941
	Iteration 35Q: 3 clusters Score -8540771 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -8541187.000000 Penalty: 5330.689941
	Iteration 36Q: 3 clusters Score -8541187 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -8541733.000000 Penalty: 5330.689941
	Iteration 37Q: 3 clusters Score -8541733 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -8542445.000000 Penalty: 5330.689941
	Iteration 38Q: 3 clusters Score -8542445 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -8543213.000000 Penalty: 5330.689941
	Iteration 39Q: 3 clusters Score -8543213 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -8543947.000000 Penalty: 5330.689941
	Iteration 40F: 3 clusters Score -8543947 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -8544608.000000 Penalty: 5330.689941
	Iteration 41Q: 3 clusters Score -8544608 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -8545086.000000 Penalty: 5330.689941
	Iteration 42Q: 3 clusters Score -8545086 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -8545367.000000 Penalty: 5330.689941
	Iteration 43Q: 3 clusters Score -8545367 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -8545578.000000 Penalty: 5330.689941
	Iteration 44Q: 3 clusters Score -8545578 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -8545740.000000 Penalty: 5330.689941
	Iteration 45Q: 3 clusters Score -8545740 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -8545821.000000 Penalty: 5330.689941
	Iteration 46Q: 3 clusters Score -8545821 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -8545846.000000 Penalty: 5330.689941
	Iteration 47Q: 3 clusters Score -8545846 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -8545857.000000 Penalty: 5330.689941
	Iteration 48Q: 3 clusters Score -8545857 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -8545861.000000 Penalty: 5330.689941
	Iteration 49Q: 3 clusters Score -8545861 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -8545879.000000 Penalty: 5330.689941
	Iteration 50Q: 3 clusters Score -8545879 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -8545861.000000 Penalty: 5330.689941
	Iteration 51Q: 3 clusters Score -8545861 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -8545850.000000 Penalty: 5330.689941
	Iteration 52Q: 3 clusters Score -8545850 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -8545849.000000 Penalty: 5330.689941
	Iteration 53Q: 3 clusters Score -8545849 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -8545860.000000 Penalty: 5330.689941
	Iteration 54Q: 3 clusters Score -8545860 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -8545868.000000 Penalty: 5330.689941
	Iteration 55Q: 3 clusters Score -8545868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -8545863.000000 Penalty: 5330.689941
	Iteration 56Q: 3 clusters Score -8545863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -8545865.000000 Penalty: 5330.689941
	Iteration 57Q: 3 clusters Score -8545865 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -8545855.000000 Penalty: 5330.689941
	Iteration 58Q: 3 clusters Score -8545855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -8545861.000000 Penalty: 5330.689941
	Iteration 59Q: 3 clusters Score -8545861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -8545863.000000 Penalty: 5330.689941
	Iteration 60F: 3 clusters Score -8545863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -8545868.000000 Penalty: 5330.689941
	Iteration 61Q: 3 clusters Score -8545868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -8545868.000000 Penalty: 5330.689941
	Iteration 62F: 3 clusters Score -8545868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47350 members 
Entering Unmasked Estep 
Score: -8675987.000000 Penalty: 2669.799805
	Iteration 0F: 2 clusters Score -8675987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -8645756.000000 Penalty: 5339.599609
	Iteration 0F: 3 clusters Score -8645756 nChanged 21920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -8657760.000000 Penalty: 5339.599609
	Iteration 1F: 3 clusters Score -8657760 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21456 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -8658303.000000 Penalty: 5339.599609
	Iteration 2Q: 3 clusters Score -8658303 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -8659025.000000 Penalty: 5339.599609
	Iteration 3Q: 3 clusters Score -8659025 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -8659921.000000 Penalty: 5339.599609
	Iteration 4Q: 3 clusters Score -8659921 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -8661337.000000 Penalty: 5339.599609
	Iteration 5F: 3 clusters Score -8661337 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -8663678.000000 Penalty: 5339.599609
	Iteration 6F: 3 clusters Score -8663678 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
Score: -8666908.000000 Penalty: 5339.599609
	Iteration 7F: 3 clusters Score -8666908 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -8670120.000000 Penalty: 5339.599609
	Iteration 8F: 3 clusters Score -8670120 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -8672173.000000 Penalty: 5339.599609
	Iteration 9F: 3 clusters Score -8672173 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -8673093.000000 Penalty: 5339.599609
	Iteration 10Q: 3 clusters Score -8673093 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 46868 members 
Entering Unmasked Estep 
Score: -8673470.000000 Penalty: 5339.599609
	Iteration 11Q: 3 clusters Score -8673470 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 47036 members 
Entering Unmasked Estep 
Score: -8673592.000000 Penalty: 5339.599609
	Iteration 12Q: 3 clusters Score -8673592 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 47087 members 
Entering Unmasked Estep 
Score: -8673640.000000 Penalty: 5339.599609
	Iteration 13Q: 3 clusters Score -8673640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 47104 members 
Entering Unmasked Estep 
Score: -8673669.000000 Penalty: 5339.599609
	Iteration 14Q: 3 clusters Score -8673669 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 47110 members 
Entering Unmasked Estep 
Score: -8673673.000000 Penalty: 5339.599609
	Iteration 15Q: 3 clusters Score -8673673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 47112 members 
Entering Unmasked Estep 
Score: -8673678.000000 Penalty: 5339.599609
	Iteration 16Q: 3 clusters Score -8673678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -8673677.000000 Penalty: 5339.599609
	Iteration 17Q: 3 clusters Score -8673677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -8673677.000000 Penalty: 5339.599609
	Iteration 18F: 3 clusters Score -8673677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Entering Unmasked Estep 
Score: -1890407.375000 Penalty: 2293.604736
	Iteration 0F: 2 clusters Score -1890407 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1882606.000000 Penalty: 4587.209473
	Iteration 0F: 3 clusters Score -1882606 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1885107.000000 Penalty: 4587.209473
	Iteration 1F: 3 clusters Score -1885107 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1885659.000000 Penalty: 4587.209473
	Iteration 2F: 3 clusters Score -1885659 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1886154.625000 Penalty: 4587.209473
	Iteration 3F: 3 clusters Score -1886155 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1886688.375000 Penalty: 4587.209473
	Iteration 4F: 3 clusters Score -1886688 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1887216.125000 Penalty: 4587.209473
	Iteration 5F: 3 clusters Score -1887216 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1887757.875000 Penalty: 4587.209473
	Iteration 6F: 3 clusters Score -1887758 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1888301.250000 Penalty: 4587.209473
	Iteration 7F: 3 clusters Score -1888301 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1888727.875000 Penalty: 4587.209473
	Iteration 8Q: 3 clusters Score -1888728 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1888939.875000 Penalty: 4587.209473
	Iteration 9Q: 3 clusters Score -1888940 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1889044.750000 Penalty: 4587.209473
	Iteration 10Q: 3 clusters Score -1889045 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1889098.875000 Penalty: 4587.209473
	Iteration 11Q: 3 clusters Score -1889099 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1889136.875000 Penalty: 4587.209473
	Iteration 12Q: 3 clusters Score -1889137 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1889150.625000 Penalty: 4587.209473
	Iteration 13Q: 3 clusters Score -1889151 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1889155.375000 Penalty: 4587.209473
	Iteration 14Q: 3 clusters Score -1889155 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1889160.125000 Penalty: 4587.209473
	Iteration 15Q: 3 clusters Score -1889160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1889164.250000 Penalty: 4587.209473
	Iteration 16Q: 3 clusters Score -1889164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1889168.750000 Penalty: 4587.209473
	Iteration 17Q: 3 clusters Score -1889169 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1889169.250000 Penalty: 4587.209473
	Iteration 18Q: 3 clusters Score -1889169 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1889176.125000 Penalty: 4587.209473
	Iteration 19Q: 3 clusters Score -1889176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1889179.250000 Penalty: 4587.209473
	Iteration 20F: 3 clusters Score -1889179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1889178.875000 Penalty: 4587.209473
	Iteration 21Q: 3 clusters Score -1889179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1889178.000000 Penalty: 4587.209473
	Iteration 22Q: 3 clusters Score -1889178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1889182.000000 Penalty: 4587.209473
	Iteration 23Q: 3 clusters Score -1889182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1889181.000000 Penalty: 4587.209473
	Iteration 24Q: 3 clusters Score -1889181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1889180.625000 Penalty: 4587.209473
	Iteration 25Q: 3 clusters Score -1889181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1889180.625000 Penalty: 4587.209473
	Iteration 26F: 3 clusters Score -1889181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Entering Unmasked Estep 
Score: -2100939.000000 Penalty: 2318.782227
	Iteration 0F: 2 clusters Score -2100939 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 5749 members 
Entering Unmasked Estep 
Score: -2092319.125000 Penalty: 4637.564453
	Iteration 0F: 3 clusters Score -2092319 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -2094825.750000 Penalty: 4637.564453
	Iteration 1F: 3 clusters Score -2094826 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -2095162.750000 Penalty: 4637.564453
	Iteration 2F: 3 clusters Score -2095163 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2095440.375000 Penalty: 4637.564453
	Iteration 3Q: 3 clusters Score -2095440 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -2095676.750000 Penalty: 4637.564453
	Iteration 4Q: 3 clusters Score -2095677 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -2095927.625000 Penalty: 4637.564453
	Iteration 5Q: 3 clusters Score -2095928 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -2096242.000000 Penalty: 4637.564453
	Iteration 6Q: 3 clusters Score -2096242 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -2096578.750000 Penalty: 4637.564453
	Iteration 7Q: 3 clusters Score -2096579 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2096972.750000 Penalty: 4637.564453
	Iteration 8Q: 3 clusters Score -2096973 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -2097419.250000 Penalty: 4637.564453
	Iteration 9F: 3 clusters Score -2097419 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2097839.000000 Penalty: 4637.564453
	Iteration 10F: 3 clusters Score -2097839 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -2098200.750000 Penalty: 4637.564453
	Iteration 11F: 3 clusters Score -2098201 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -2098557.750000 Penalty: 4637.564453
	Iteration 12Q: 3 clusters Score -2098558 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -2098895.500000 Penalty: 4637.564453
	Iteration 13Q: 3 clusters Score -2098896 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -2099212.000000 Penalty: 4637.564453
	Iteration 14Q: 3 clusters Score -2099212 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -2099449.250000 Penalty: 4637.564453
	Iteration 15Q: 3 clusters Score -2099449 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2099652.500000 Penalty: 4637.564453
	Iteration 16Q: 3 clusters Score -2099652 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2099760.500000 Penalty: 4637.564453
	Iteration 17Q: 3 clusters Score -2099760 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -2099839.000000 Penalty: 4637.564453
	Iteration 18Q: 3 clusters Score -2099839 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -2099889.750000 Penalty: 4637.564453
	Iteration 19Q: 3 clusters Score -2099890 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -2099922.250000 Penalty: 4637.564453
	Iteration 20F: 3 clusters Score -2099922 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2099944.000000 Penalty: 4637.564453
	Iteration 21Q: 3 clusters Score -2099944 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -2099959.750000 Penalty: 4637.564453
	Iteration 22Q: 3 clusters Score -2099960 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -2099971.500000 Penalty: 4637.564453
	Iteration 23Q: 3 clusters Score -2099972 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -2099981.500000 Penalty: 4637.564453
	Iteration 24Q: 3 clusters Score -2099982 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2099994.500000 Penalty: 4637.564453
	Iteration 25Q: 3 clusters Score -2099994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2099998.000000 Penalty: 4637.564453
	Iteration 26Q: 3 clusters Score -2099998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2100002.750000 Penalty: 4637.564453
	Iteration 27Q: 3 clusters Score -2100003 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -2100004.750000 Penalty: 4637.564453
	Iteration 28Q: 3 clusters Score -2100005 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2100005.500000 Penalty: 4637.564453
	Iteration 29Q: 3 clusters Score -2100006 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -2100008.750000 Penalty: 4637.564453
	Iteration 30Q: 3 clusters Score -2100009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -2100008.000000 Penalty: 4637.564453
	Iteration 31Q: 3 clusters Score -2100008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -2100010.500000 Penalty: 4637.564453
	Iteration 32Q: 3 clusters Score -2100010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -2100008.500000 Penalty: 4637.564453
	Iteration 33Q: 3 clusters Score -2100008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2100012.500000 Penalty: 4637.564453
	Iteration 34Q: 3 clusters Score -2100012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -2100019.250000 Penalty: 4637.564453
	Iteration 35Q: 3 clusters Score -2100019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2100017.000000 Penalty: 4637.564453
	Iteration 36Q: 3 clusters Score -2100017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -2100022.000000 Penalty: 4637.564453
	Iteration 37Q: 3 clusters Score -2100022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2100028.500000 Penalty: 4637.564453
	Iteration 38Q: 3 clusters Score -2100028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2100030.500000 Penalty: 4637.564453
	Iteration 39Q: 3 clusters Score -2100030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -2100029.750000 Penalty: 4637.564453
	Iteration 40F: 3 clusters Score -2100030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2100030.250000 Penalty: 4637.564453
	Iteration 41Q: 3 clusters Score -2100030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2100030.500000 Penalty: 4637.564453
	Iteration 42Q: 3 clusters Score -2100030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2100032.000000 Penalty: 4637.564453
	Iteration 43Q: 3 clusters Score -2100032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -2100032.000000 Penalty: 4637.564453
	Iteration 44F: 3 clusters Score -2100032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -67562.851562 Penalty: 1428.988770
	Iteration 0F: 2 clusters Score -67562.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -66321.023438 Penalty: 2857.977539
	Iteration 0F: 3 clusters Score -66321.02 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -66449.445312 Penalty: 2857.977539
	Iteration 1F: 3 clusters Score -66449.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -66475.835938 Penalty: 2857.977539
	Iteration 2Q: 3 clusters Score -66475.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -66505.546875 Penalty: 2857.977539
	Iteration 3Q: 3 clusters Score -66505.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -66537.406250 Penalty: 2857.977539
	Iteration 4Q: 3 clusters Score -66537.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -66554.140625 Penalty: 2857.977539
	Iteration 5Q: 3 clusters Score -66554.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -66613.828125 Penalty: 2857.977539
	Iteration 6Q: 3 clusters Score -66613.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -66623.750000 Penalty: 2857.977539
	Iteration 7Q: 3 clusters Score -66623.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -66632.156250 Penalty: 2857.977539
	Iteration 8Q: 3 clusters Score -66632.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -66635.789062 Penalty: 2857.977539
	Iteration 9Q: 3 clusters Score -66635.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -66635.789062 Penalty: 2857.977539
	Iteration 10F: 3 clusters Score -66635.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Entering Unmasked Estep 
Score: -67609.437500 Penalty: 1516.741211
	Iteration 0F: 2 clusters Score -67609.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -66188.320312 Penalty: 3033.482422
	Iteration 0F: 3 clusters Score -66188.32 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -66420.867188 Penalty: 3033.482422
	Iteration 1F: 3 clusters Score -66420.87 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -66535.070312 Penalty: 3033.482422
	Iteration 2F: 3 clusters Score -66535.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -66617.179688 Penalty: 3033.482422
	Iteration 3Q: 3 clusters Score -66617.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -66638.906250 Penalty: 3033.482422
	Iteration 4Q: 3 clusters Score -66638.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -66648.914062 Penalty: 3033.482422
	Iteration 5Q: 3 clusters Score -66648.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -66662.921875 Penalty: 3033.482422
	Iteration 6Q: 3 clusters Score -66662.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -66678.914062 Penalty: 3033.482422
	Iteration 7Q: 3 clusters Score -66678.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -66703.507812 Penalty: 3033.482422
	Iteration 8Q: 3 clusters Score -66703.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -66732.218750 Penalty: 3033.482422
	Iteration 9Q: 3 clusters Score -66732.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -66754.773438 Penalty: 3033.482422
	Iteration 10Q: 3 clusters Score -66754.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -66766.406250 Penalty: 3033.482422
	Iteration 11Q: 3 clusters Score -66766.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -66773.515625 Penalty: 3033.482422
	Iteration 12Q: 3 clusters Score -66773.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66776.296875 Penalty: 3033.482422
	Iteration 13Q: 3 clusters Score -66776.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -66778.914062 Penalty: 3033.482422
	Iteration 14Q: 3 clusters Score -66778.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -66781.554688 Penalty: 3033.482422
	Iteration 15Q: 3 clusters Score -66781.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -66783.968750 Penalty: 3033.482422
	Iteration 16Q: 3 clusters Score -66783.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -66788.125000 Penalty: 3033.482422
	Iteration 17Q: 3 clusters Score -66788.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -66790.351562 Penalty: 3033.482422
	Iteration 18Q: 3 clusters Score -66790.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -66791.039062 Penalty: 3033.482422
	Iteration 19Q: 3 clusters Score -66791.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -66791.039062 Penalty: 3033.482422
	Iteration 20F: 3 clusters Score -66791.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (47433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47433 members 
Entering Unmasked Estep 
Score: -8667740.000000 Penalty: 2670.234375
	Iteration 0F: 2 clusters Score -8667740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -8637161.000000 Penalty: 5340.468750
	Iteration 0F: 3 clusters Score -8637161 nChanged 21788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -8649413.000000 Penalty: 5340.468750
	Iteration 1F: 3 clusters Score -8649413 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -8650074.000000 Penalty: 5340.468750
	Iteration 2Q: 3 clusters Score -8650074 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -8650953.000000 Penalty: 5340.468750
	Iteration 3Q: 3 clusters Score -8650953 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 29765 members 
Entering Unmasked Estep 
Score: -8652190.000000 Penalty: 5340.468750
	Iteration 4F: 3 clusters Score -8652190 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -8653949.000000 Penalty: 5340.468750
	Iteration 5F: 3 clusters Score -8653949 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -8656516.000000 Penalty: 5340.468750
	Iteration 6F: 3 clusters Score -8656516 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -8659528.000000 Penalty: 5340.468750
	Iteration 7F: 3 clusters Score -8659528 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
Score: -8662249.000000 Penalty: 5340.468750
	Iteration 8F: 3 clusters Score -8662249 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -8663964.000000 Penalty: 5340.468750
	Iteration 9Q: 3 clusters Score -8663964 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 45730 members 
Entering Unmasked Estep 
Score: -8664783.000000 Penalty: 5340.468750
	Iteration 10Q: 3 clusters Score -8664783 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 46375 members 
Entering Unmasked Estep 
Score: -8665142.000000 Penalty: 5340.468750
	Iteration 11Q: 3 clusters Score -8665142 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 46722 members 
Entering Unmasked Estep 
Score: -8665357.000000 Penalty: 5340.468750
	Iteration 12Q: 3 clusters Score -8665357 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 46901 members 
Entering Unmasked Estep 
Score: -8665454.000000 Penalty: 5340.468750
	Iteration 13Q: 3 clusters Score -8665454 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 46973 members 
Entering Unmasked Estep 
Score: -8665507.000000 Penalty: 5340.468750
	Iteration 14Q: 3 clusters Score -8665507 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 47013 members 
Entering Unmasked Estep 
Score: -8665533.000000 Penalty: 5340.468750
	Iteration 15Q: 3 clusters Score -8665533 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 47040 members 
Entering Unmasked Estep 
Score: -8665561.000000 Penalty: 5340.468750
	Iteration 16Q: 3 clusters Score -8665561 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 47055 members 
Entering Unmasked Estep 
Score: -8665556.000000 Penalty: 5340.468750
	Iteration 17Q: 3 clusters Score -8665556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 47064 members 
Entering Unmasked Estep 
Score: -8665554.000000 Penalty: 5340.468750
	Iteration 18Q: 3 clusters Score -8665554 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 47070 members 
Entering Unmasked Estep 
Score: -8665566.000000 Penalty: 5340.468750
	Iteration 19Q: 3 clusters Score -8665566 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
Score: -8665580.000000 Penalty: 5340.468750
	Iteration 20F: 3 clusters Score -8665580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 47081 members 
Entering Unmasked Estep 
Score: -8665590.000000 Penalty: 5340.468750
	Iteration 21Q: 3 clusters Score -8665590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -8665599.000000 Penalty: 5340.468750
	Iteration 22Q: 3 clusters Score -8665599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 47094 members 
Entering Unmasked Estep 
Score: -8665595.000000 Penalty: 5340.468750
	Iteration 23Q: 3 clusters Score -8665595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 47098 members 
Entering Unmasked Estep 
Score: -8665606.000000 Penalty: 5340.468750
	Iteration 24Q: 3 clusters Score -8665606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 47100 members 
Entering Unmasked Estep 
Score: -8665605.000000 Penalty: 5340.468750
	Iteration 25Q: 3 clusters Score -8665605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 47104 members 
Entering Unmasked Estep 
Score: -8665620.000000 Penalty: 5340.468750
	Iteration 26Q: 3 clusters Score -8665620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 47103 members 
Entering Unmasked Estep 
Score: -8665619.000000 Penalty: 5340.468750
	Iteration 27Q: 3 clusters Score -8665619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 47104 members 
Entering Unmasked Estep 
Score: -8665624.000000 Penalty: 5340.468750
	Iteration 28Q: 3 clusters Score -8665624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 47104 members 
Entering Unmasked Estep 
Score: -8665624.000000 Penalty: 5340.468750
	Iteration 29F: 3 clusters Score -8665624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 1889 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44626 members 
Mstep: Class 5 contains 48788 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 42919 members 
Mstep: Class 9 contains 47151 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 37436 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47824 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25608 members 
Mstep: Class 18 contains 24333 members 
Mstep: Class 19 contains 47291 members 
Mstep: Class 20 contains 45885 members 
Mstep: Class 21 contains 46507 members 
Mstep: Class 22 contains 47350 members 
Mstep: Class 23 contains 10388 members 
Mstep: Class 24 contains 11498 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111237680.000000 Penalty: 89284.867188
Iteration 439Q: 28 clusters Score -1.112377e+08 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 1890 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44654 members 
Mstep: Class 5 contains 48949 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 42907 members 
Mstep: Class 9 contains 47144 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 1272 members 
Mstep: Class 13 contains 37260 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47842 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25604 members 
Mstep: Class 18 contains 24317 members 
Mstep: Class 19 contains 47310 members 
Mstep: Class 20 contains 45916 members 
Mstep: Class 21 contains 46463 members 
Mstep: Class 22 contains 47368 members 
Mstep: Class 23 contains 10399 members 
Mstep: Class 24 contains 11486 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111237704.000000 Penalty: 89284.867188
Iteration 440F: 28 clusters Score -1.112377e+08 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 1889 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44706 members 
Mstep: Class 5 contains 49079 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 42862 members 
Mstep: Class 9 contains 47153 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 1270 members 
Mstep: Class 13 contains 37077 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47874 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25599 members 
Mstep: Class 18 contains 24310 members 
Mstep: Class 19 contains 47347 members 
Mstep: Class 20 contains 45959 members 
Mstep: Class 21 contains 46406 members 
Mstep: Class 22 contains 47392 members 
Mstep: Class 23 contains 10411 members 
Mstep: Class 24 contains 11467 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238096.000000 Penalty: 89284.867188
Iteration 441Q: 28 clusters Score -1.112381e+08 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 1886 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44788 members 
Mstep: Class 5 contains 49182 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 42838 members 
Mstep: Class 9 contains 47148 members 
Mstep: Class 10 contains 2399 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 1270 members 
Mstep: Class 13 contains 36883 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47896 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25595 members 
Mstep: Class 18 contains 24296 members 
Mstep: Class 19 contains 47359 members 
Mstep: Class 20 contains 46014 members 
Mstep: Class 21 contains 46392 members 
Mstep: Class 22 contains 47432 members 
Mstep: Class 23 contains 10431 members 
Mstep: Class 24 contains 11436 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238120.000000 Penalty: 89284.867188
Iteration 442Q: 28 clusters Score -1.112381e+08 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32748 members 
Mstep: Class 2 contains 1886 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44852 members 
Mstep: Class 5 contains 49353 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 42847 members 
Mstep: Class 9 contains 47132 members 
Mstep: Class 10 contains 2398 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 1270 members 
Mstep: Class 13 contains 36677 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47928 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25596 members 
Mstep: Class 18 contains 24290 members 
Mstep: Class 19 contains 47366 members 
Mstep: Class 20 contains 46060 members 
Mstep: Class 21 contains 46353 members 
Mstep: Class 22 contains 47431 members 
Mstep: Class 23 contains 10446 members 
Mstep: Class 24 contains 11402 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238000.000000 Penalty: 89284.867188
Iteration 443Q: 28 clusters Score -1.11238e+08 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 1886 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44929 members 
Mstep: Class 5 contains 49581 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 42851 members 
Mstep: Class 9 contains 47116 members 
Mstep: Class 10 contains 2398 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 1273 members 
Mstep: Class 13 contains 36478 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47953 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25590 members 
Mstep: Class 18 contains 24290 members 
Mstep: Class 19 contains 47355 members 
Mstep: Class 20 contains 46043 members 
Mstep: Class 21 contains 46318 members 
Mstep: Class 22 contains 47434 members 
Mstep: Class 23 contains 10459 members 
Mstep: Class 24 contains 11370 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238168.000000 Penalty: 89284.867188
Iteration 444Q: 28 clusters Score -1.112382e+08 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 1890 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44962 members 
Mstep: Class 5 contains 49783 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 42872 members 
Mstep: Class 9 contains 47108 members 
Mstep: Class 10 contains 2398 members 
Mstep: Class 11 contains 764 members 
Mstep: Class 12 contains 1273 members 
Mstep: Class 13 contains 36301 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47972 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25583 members 
Mstep: Class 18 contains 24291 members 
Mstep: Class 19 contains 47385 members 
Mstep: Class 20 contains 46033 members 
Mstep: Class 21 contains 46269 members 
Mstep: Class 22 contains 47417 members 
Mstep: Class 23 contains 10476 members 
Mstep: Class 24 contains 11342 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238032.000000 Penalty: 89284.867188
Iteration 445Q: 28 clusters Score -1.11238e+08 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 1887 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45023 members 
Mstep: Class 5 contains 49961 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 42942 members 
Mstep: Class 9 contains 47056 members 
Mstep: Class 10 contains 2398 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1272 members 
Mstep: Class 13 contains 36124 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47987 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25582 members 
Mstep: Class 18 contains 24297 members 
Mstep: Class 19 contains 47424 members 
Mstep: Class 20 contains 45999 members 
Mstep: Class 21 contains 46207 members 
Mstep: Class 22 contains 47415 members 
Mstep: Class 23 contains 10486 members 
Mstep: Class 24 contains 11320 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238016.000000 Penalty: 89284.867188
Iteration 446Q: 28 clusters Score -1.11238e+08 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 1885 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45014 members 
Mstep: Class 5 contains 50057 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43017 members 
Mstep: Class 9 contains 47027 members 
Mstep: Class 10 contains 2398 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1273 members 
Mstep: Class 13 contains 36003 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 47998 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25582 members 
Mstep: Class 18 contains 24291 members 
Mstep: Class 19 contains 47411 members 
Mstep: Class 20 contains 46010 members 
Mstep: Class 21 contains 46167 members 
Mstep: Class 22 contains 47438 members 
Mstep: Class 23 contains 10496 members 
Mstep: Class 24 contains 11309 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238464.000000 Penalty: 89284.867188
Iteration 447Q: 28 clusters Score -1.112385e+08 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 1888 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44999 members 
Mstep: Class 5 contains 50144 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43107 members 
Mstep: Class 9 contains 47000 members 
Mstep: Class 10 contains 2398 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 35849 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 48030 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25572 members 
Mstep: Class 18 contains 24280 members 
Mstep: Class 19 contains 47407 members 
Mstep: Class 20 contains 46035 members 
Mstep: Class 21 contains 46104 members 
Mstep: Class 22 contains 47500 members 
Mstep: Class 23 contains 10503 members 
Mstep: Class 24 contains 11287 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238552.000000 Penalty: 89284.867188
Iteration 448Q: 28 clusters Score -1.112386e+08 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 1884 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45016 members 
Mstep: Class 5 contains 50180 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43213 members 
Mstep: Class 9 contains 46926 members 
Mstep: Class 10 contains 2398 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 35730 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 48017 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25560 members 
Mstep: Class 18 contains 24261 members 
Mstep: Class 19 contains 47388 members 
Mstep: Class 20 contains 46089 members 
Mstep: Class 21 contains 46084 members 
Mstep: Class 22 contains 47553 members 
Mstep: Class 23 contains 10511 members 
Mstep: Class 24 contains 11273 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238808.000000 Penalty: 89284.867188
Iteration 449Q: 28 clusters Score -1.112388e+08 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 1885 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45028 members 
Mstep: Class 5 contains 50228 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 43287 members 
Mstep: Class 9 contains 46910 members 
Mstep: Class 10 contains 2398 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1275 members 
Mstep: Class 13 contains 35558 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 48023 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25554 members 
Mstep: Class 18 contains 24245 members 
Mstep: Class 19 contains 47389 members 
Mstep: Class 20 contains 46135 members 
Mstep: Class 21 contains 46068 members 
Mstep: Class 22 contains 47585 members 
Mstep: Class 23 contains 10526 members 
Mstep: Class 24 contains 11265 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238696.000000 Penalty: 89284.867188
Iteration 450Q: 28 clusters Score -1.112387e+08 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 1890 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45037 members 
Mstep: Class 5 contains 50291 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1099 members 
Mstep: Class 8 contains 43361 members 
Mstep: Class 9 contains 46895 members 
Mstep: Class 10 contains 2397 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1275 members 
Mstep: Class 13 contains 35377 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 48046 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25544 members 
Mstep: Class 18 contains 24227 members 
Mstep: Class 19 contains 47367 members 
Mstep: Class 20 contains 46197 members 
Mstep: Class 21 contains 46065 members 
Mstep: Class 22 contains 47608 members 
Mstep: Class 23 contains 10537 members 
Mstep: Class 24 contains 11256 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238952.000000 Penalty: 89284.867188
Iteration 451Q: 28 clusters Score -1.11239e+08 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 1896 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45071 members 
Mstep: Class 5 contains 50360 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1099 members 
Mstep: Class 8 contains 43465 members 
Mstep: Class 9 contains 46841 members 
Mstep: Class 10 contains 2397 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1276 members 
Mstep: Class 13 contains 35218 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 48065 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25525 members 
Mstep: Class 18 contains 24214 members 
Mstep: Class 19 contains 47349 members 
Mstep: Class 20 contains 46245 members 
Mstep: Class 21 contains 46067 members 
Mstep: Class 22 contains 47615 members 
Mstep: Class 23 contains 10549 members 
Mstep: Class 24 contains 11240 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238776.000000 Penalty: 89284.867188
Iteration 452Q: 28 clusters Score -1.112388e+08 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 1904 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45087 members 
Mstep: Class 5 contains 50445 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1099 members 
Mstep: Class 8 contains 43528 members 
Mstep: Class 9 contains 46803 members 
Mstep: Class 10 contains 2398 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1276 members 
Mstep: Class 13 contains 35077 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 48071 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25517 members 
Mstep: Class 18 contains 24173 members 
Mstep: Class 19 contains 47356 members 
Mstep: Class 20 contains 46316 members 
Mstep: Class 21 contains 46077 members 
Mstep: Class 22 contains 47633 members 
Mstep: Class 23 contains 10556 members 
Mstep: Class 24 contains 11205 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238864.000000 Penalty: 89284.867188
Iteration 453Q: 28 clusters Score -1.112389e+08 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32744 members 
Mstep: Class 2 contains 1915 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 45091 members 
Mstep: Class 5 contains 50531 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1099 members 
Mstep: Class 8 contains 43613 members 
Mstep: Class 9 contains 46773 members 
Mstep: Class 10 contains 2398 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1277 members 
Mstep: Class 13 contains 34927 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 48072 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25507 members 
Mstep: Class 18 contains 24142 members 
Mstep: Class 19 contains 47384 members 
Mstep: Class 20 contains 46381 members 
Mstep: Class 21 contains 46072 members 
Mstep: Class 22 contains 47618 members 
Mstep: Class 23 contains 10567 members 
Mstep: Class 24 contains 11174 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238760.000000 Penalty: 89284.867188
Iteration 454Q: 28 clusters Score -1.112388e+08 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32724 members 
Mstep: Class 2 contains 1922 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44991 members 
Mstep: Class 5 contains 50607 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1099 members 
Mstep: Class 8 contains 43712 members 
Mstep: Class 9 contains 46771 members 
Mstep: Class 10 contains 2398 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1280 members 
Mstep: Class 13 contains 34830 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 48076 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25501 members 
Mstep: Class 18 contains 24131 members 
Mstep: Class 19 contains 47419 members 
Mstep: Class 20 contains 46384 members 
Mstep: Class 21 contains 46111 members 
Mstep: Class 22 contains 47624 members 
Mstep: Class 23 contains 10570 members 
Mstep: Class 24 contains 11149 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238768.000000 Penalty: 89284.867188
Iteration 455Q: 28 clusters Score -1.112388e+08 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 1931 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44940 members 
Mstep: Class 5 contains 50637 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1099 members 
Mstep: Class 8 contains 43834 members 
Mstep: Class 9 contains 46700 members 
Mstep: Class 10 contains 2398 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1280 members 
Mstep: Class 13 contains 34757 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 48079 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25481 members 
Mstep: Class 18 contains 24115 members 
Mstep: Class 19 contains 47473 members 
Mstep: Class 20 contains 46379 members 
Mstep: Class 21 contains 46129 members 
Mstep: Class 22 contains 47670 members 
Mstep: Class 23 contains 10576 members 
Mstep: Class 24 contains 11119 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239048.000000 Penalty: 89284.867188
Iteration 456Q: 28 clusters Score -1.11239e+08 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 1932 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44886 members 
Mstep: Class 5 contains 50631 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1099 members 
Mstep: Class 8 contains 44004 members 
Mstep: Class 9 contains 46580 members 
Mstep: Class 10 contains 2398 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1280 members 
Mstep: Class 13 contains 34664 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 48077 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25470 members 
Mstep: Class 18 contains 24098 members 
Mstep: Class 19 contains 47513 members 
Mstep: Class 20 contains 46410 members 
Mstep: Class 21 contains 46166 members 
Mstep: Class 22 contains 47737 members 
Mstep: Class 23 contains 10584 members 
Mstep: Class 24 contains 11083 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239160.000000 Penalty: 89284.867188
Iteration 457Q: 28 clusters Score -1.112392e+08 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 1950 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44799 members 
Mstep: Class 5 contains 50621 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 44195 members 
Mstep: Class 9 contains 46481 members 
Mstep: Class 10 contains 2398 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1280 members 
Mstep: Class 13 contains 34584 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 48053 members 
Mstep: Class 16 contains 409 members 
Mstep: Class 17 contains 25465 members 
Mstep: Class 18 contains 24089 members 
Mstep: Class 19 contains 47549 members 
Mstep: Class 20 contains 46412 members 
Mstep: Class 21 contains 46204 members 
Mstep: Class 22 contains 47795 members 
Mstep: Class 23 contains 10591 members 
Mstep: Class 24 contains 11065 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239200.000000 Penalty: 89284.867188
Iteration 458Q: 28 clusters Score -1.112392e+08 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 1962 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44733 members 
Mstep: Class 5 contains 50616 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1099 members 
Mstep: Class 8 contains 44340 members 
Mstep: Class 9 contains 46411 members 
Mstep: Class 10 contains 2398 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1280 members 
Mstep: Class 13 contains 34526 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 48031 members 
Mstep: Class 16 contains 410 members 
Mstep: Class 17 contains 25465 members 
Mstep: Class 18 contains 24091 members 
Mstep: Class 19 contains 47605 members 
Mstep: Class 20 contains 46405 members 
Mstep: Class 21 contains 46215 members 
Mstep: Class 22 contains 47826 members 
Mstep: Class 23 contains 10591 members 
Mstep: Class 24 contains 11060 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 453 members 
Mstep: Class 27 contains 47175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239464.000000 Penalty: 89284.867188
Iteration 459Q: 28 clusters Score -1.112395e+08 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 1979 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44657 members 
Mstep: Class 5 contains 50607 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 44461 members 
Mstep: Class 9 contains 46428 members 
Mstep: Class 10 contains 2398 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1279 members 
Mstep: Class 13 contains 34445 members 
Mstep: Class 14 contains 633 members 
Mstep: Class 15 contains 48022 members 
Mstep: Class 16 contains 410 members 
Mstep: Class 17 contains 25456 members 
Mstep: Class 18 contains 24088 members 
Mstep: Class 19 contains 47620 members 
Mstep: Class 20 contains 46410 members 
Mstep: Class 21 contains 46216 members 
Mstep: Class 22 contains 47835 members 
Mstep: Class 23 contains 10596 members 
Mstep: Class 24 contains 11061 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 454 members 
Mstep: Class 27 contains 47171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239576.000000 Penalty: 89284.867188
Iteration 460F: 28 clusters Score -1.112396e+08 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 1992 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44588 members 
Mstep: Class 5 contains 50591 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 44558 members 
Mstep: Class 9 contains 46441 members 
Mstep: Class 10 contains 2398 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 34352 members 
Mstep: Class 14 contains 635 members 
Mstep: Class 15 contains 48014 members 
Mstep: Class 16 contains 410 members 
Mstep: Class 17 contains 25450 members 
Mstep: Class 18 contains 24074 members 
Mstep: Class 19 contains 47658 members 
Mstep: Class 20 contains 46415 members 
Mstep: Class 21 contains 46241 members 
Mstep: Class 22 contains 47857 members 
Mstep: Class 23 contains 10602 members 
Mstep: Class 24 contains 11051 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 452 members 
Mstep: Class 27 contains 47163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239440.000000 Penalty: 89284.867188
Iteration 461Q: 28 clusters Score -1.112394e+08 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 2006 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44501 members 
Mstep: Class 5 contains 50591 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 44639 members 
Mstep: Class 9 contains 46539 members 
Mstep: Class 10 contains 2398 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 34245 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 48001 members 
Mstep: Class 16 contains 410 members 
Mstep: Class 17 contains 25448 members 
Mstep: Class 18 contains 24060 members 
Mstep: Class 19 contains 47697 members 
Mstep: Class 20 contains 46381 members 
Mstep: Class 21 contains 46249 members 
Mstep: Class 22 contains 47880 members 
Mstep: Class 23 contains 10609 members 
Mstep: Class 24 contains 11046 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 450 members 
Mstep: Class 27 contains 47161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239624.000000 Penalty: 89284.867188
Iteration 462Q: 28 clusters Score -1.112396e+08 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 2017 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44448 members 
Mstep: Class 5 contains 50594 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 44668 members 
Mstep: Class 9 contains 46637 members 
Mstep: Class 10 contains 2398 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 34167 members 
Mstep: Class 14 contains 638 members 
Mstep: Class 15 contains 47999 members 
Mstep: Class 16 contains 410 members 
Mstep: Class 17 contains 25445 members 
Mstep: Class 18 contains 24049 members 
Mstep: Class 19 contains 47707 members 
Mstep: Class 20 contains 46316 members 
Mstep: Class 21 contains 46247 members 
Mstep: Class 22 contains 47928 members 
Mstep: Class 23 contains 10618 members 
Mstep: Class 24 contains 11043 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 449 members 
Mstep: Class 27 contains 47171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239592.000000 Penalty: 89284.867188
Iteration 463Q: 28 clusters Score -1.112396e+08 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 2032 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44423 members 
Mstep: Class 5 contains 50563 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 44684 members 
Mstep: Class 9 contains 46731 members 
Mstep: Class 10 contains 2398 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1276 members 
Mstep: Class 13 contains 34075 members 
Mstep: Class 14 contains 638 members 
Mstep: Class 15 contains 48000 members 
Mstep: Class 16 contains 411 members 
Mstep: Class 17 contains 25437 members 
Mstep: Class 18 contains 24020 members 
Mstep: Class 19 contains 47714 members 
Mstep: Class 20 contains 46273 members 
Mstep: Class 21 contains 46268 members 
Mstep: Class 22 contains 47989 members 
Mstep: Class 23 contains 10627 members 
Mstep: Class 24 contains 11039 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 448 members 
Mstep: Class 27 contains 47184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239600.000000 Penalty: 89284.867188
Iteration 464Q: 28 clusters Score -1.112396e+08 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 2049 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44406 members 
Mstep: Class 5 contains 50558 members 
Mstep: Class 6 contains 498 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 44692 members 
Mstep: Class 9 contains 46778 members 
Mstep: Class 10 contains 2398 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1276 members 
Mstep: Class 13 contains 34026 members 
Mstep: Class 14 contains 640 members 
Mstep: Class 15 contains 48002 members 
Mstep: Class 16 contains 411 members 
Mstep: Class 17 contains 25433 members 
Mstep: Class 18 contains 24016 members 
Mstep: Class 19 contains 47718 members 
Mstep: Class 20 contains 46227 members 
Mstep: Class 21 contains 46263 members 
Mstep: Class 22 contains 48050 members 
Mstep: Class 23 contains 10634 members 
Mstep: Class 24 contains 11026 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 446 members 
Mstep: Class 27 contains 47194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239576.000000 Penalty: 89284.867188
Iteration 465Q: 28 clusters Score -1.112396e+08 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 2058 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44415 members 
Mstep: Class 5 contains 50523 members 
Mstep: Class 6 contains 499 members 
Mstep: Class 7 contains 1098 members 
Mstep: Class 8 contains 44690 members 
Mstep: Class 9 contains 46827 members 
Mstep: Class 10 contains 2397 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 33952 members 
Mstep: Class 14 contains 639 members 
Mstep: Class 15 contains 48017 members 
Mstep: Class 16 contains 411 members 
Mstep: Class 17 contains 25424 members 
Mstep: Class 18 contains 24009 members 
Mstep: Class 19 contains 47700 members 
Mstep: Class 20 contains 46186 members 
Mstep: Class 21 contains 46255 members 
Mstep: Class 22 contains 48140 members 
Mstep: Class 23 contains 10636 members 
Mstep: Class 24 contains 11018 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 47220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239576.000000 Penalty: 89284.867188
Iteration 466Q: 28 clusters Score -1.112396e+08 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 2067 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44447 members 
Mstep: Class 5 contains 50527 members 
Mstep: Class 6 contains 499 members 
Mstep: Class 7 contains 1099 members 
Mstep: Class 8 contains 44640 members 
Mstep: Class 9 contains 46850 members 
Mstep: Class 10 contains 2396 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1279 members 
Mstep: Class 13 contains 33901 members 
Mstep: Class 14 contains 638 members 
Mstep: Class 15 contains 48018 members 
Mstep: Class 16 contains 412 members 
Mstep: Class 17 contains 25420 members 
Mstep: Class 18 contains 24004 members 
Mstep: Class 19 contains 47690 members 
Mstep: Class 20 contains 46168 members 
Mstep: Class 21 contains 46267 members 
Mstep: Class 22 contains 48167 members 
Mstep: Class 23 contains 10637 members 
Mstep: Class 24 contains 11021 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 47263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239568.000000 Penalty: 89284.867188
Iteration 467Q: 28 clusters Score -1.112396e+08 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 2077 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44486 members 
Mstep: Class 5 contains 50536 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 44571 members 
Mstep: Class 9 contains 46877 members 
Mstep: Class 10 contains 2395 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 33849 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 48026 members 
Mstep: Class 16 contains 412 members 
Mstep: Class 17 contains 25410 members 
Mstep: Class 18 contains 24001 members 
Mstep: Class 19 contains 47675 members 
Mstep: Class 20 contains 46188 members 
Mstep: Class 21 contains 46300 members 
Mstep: Class 22 contains 48194 members 
Mstep: Class 23 contains 10641 members 
Mstep: Class 24 contains 11009 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 47277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239744.000000 Penalty: 89284.867188
Iteration 468Q: 28 clusters Score -1.112397e+08 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 2087 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44479 members 
Mstep: Class 5 contains 50523 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 44510 members 
Mstep: Class 9 contains 46890 members 
Mstep: Class 10 contains 2395 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 33818 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 48052 members 
Mstep: Class 16 contains 412 members 
Mstep: Class 17 contains 25393 members 
Mstep: Class 18 contains 24007 members 
Mstep: Class 19 contains 47687 members 
Mstep: Class 20 contains 46197 members 
Mstep: Class 21 contains 46313 members 
Mstep: Class 22 contains 48251 members 
Mstep: Class 23 contains 10642 members 
Mstep: Class 24 contains 10994 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 47294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239800.000000 Penalty: 89284.867188
Iteration 469Q: 28 clusters Score -1.112398e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 2091 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44480 members 
Mstep: Class 5 contains 50500 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 44465 members 
Mstep: Class 9 contains 46928 members 
Mstep: Class 10 contains 2395 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1277 members 
Mstep: Class 13 contains 33785 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 48073 members 
Mstep: Class 16 contains 412 members 
Mstep: Class 17 contains 25374 members 
Mstep: Class 18 contains 24001 members 
Mstep: Class 19 contains 47681 members 
Mstep: Class 20 contains 46229 members 
Mstep: Class 21 contains 46310 members 
Mstep: Class 22 contains 48282 members 
Mstep: Class 23 contains 10650 members 
Mstep: Class 24 contains 10984 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 47323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239616.000000 Penalty: 89284.867188
Iteration 470Q: 28 clusters Score -1.112396e+08 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 2101 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44481 members 
Mstep: Class 5 contains 50475 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 44441 members 
Mstep: Class 9 contains 46937 members 
Mstep: Class 10 contains 2395 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1277 members 
Mstep: Class 13 contains 33752 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 48090 members 
Mstep: Class 16 contains 412 members 
Mstep: Class 17 contains 25361 members 
Mstep: Class 18 contains 23996 members 
Mstep: Class 19 contains 47692 members 
Mstep: Class 20 contains 46253 members 
Mstep: Class 21 contains 46305 members 
Mstep: Class 22 contains 48297 members 
Mstep: Class 23 contains 10657 members 
Mstep: Class 24 contains 10979 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 47339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239712.000000 Penalty: 89284.867188
Iteration 471Q: 28 clusters Score -1.112397e+08 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 2115 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44491 members 
Mstep: Class 5 contains 50461 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 44411 members 
Mstep: Class 9 contains 46942 members 
Mstep: Class 10 contains 2395 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1277 members 
Mstep: Class 13 contains 33715 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 48101 members 
Mstep: Class 16 contains 412 members 
Mstep: Class 17 contains 25348 members 
Mstep: Class 18 contains 23983 members 
Mstep: Class 19 contains 47720 members 
Mstep: Class 20 contains 46301 members 
Mstep: Class 21 contains 46299 members 
Mstep: Class 22 contains 48305 members 
Mstep: Class 23 contains 10661 members 
Mstep: Class 24 contains 10968 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 47350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239904.000000 Penalty: 89284.867188
Iteration 472Q: 28 clusters Score -1.112399e+08 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 2131 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44485 members 
Mstep: Class 5 contains 50466 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 44371 members 
Mstep: Class 9 contains 46956 members 
Mstep: Class 10 contains 2395 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1277 members 
Mstep: Class 13 contains 33691 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 48100 members 
Mstep: Class 16 contains 412 members 
Mstep: Class 17 contains 25342 members 
Mstep: Class 18 contains 23976 members 
Mstep: Class 19 contains 47745 members 
Mstep: Class 20 contains 46316 members 
Mstep: Class 21 contains 46314 members 
Mstep: Class 22 contains 48318 members 
Mstep: Class 23 contains 10661 members 
Mstep: Class 24 contains 10958 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 47358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239912.000000 Penalty: 89284.867188
Iteration 473Q: 28 clusters Score -1.112399e+08 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 2140 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44460 members 
Mstep: Class 5 contains 50489 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 44317 members 
Mstep: Class 9 contains 46980 members 
Mstep: Class 10 contains 2395 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 33657 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 48106 members 
Mstep: Class 16 contains 412 members 
Mstep: Class 17 contains 25342 members 
Mstep: Class 18 contains 23975 members 
Mstep: Class 19 contains 47778 members 
Mstep: Class 20 contains 46328 members 
Mstep: Class 21 contains 46353 members 
Mstep: Class 22 contains 48307 members 
Mstep: Class 23 contains 10669 members 
Mstep: Class 24 contains 10957 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 47349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240120.000000 Penalty: 89284.867188
Iteration 474Q: 28 clusters Score -1.112401e+08 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 2145 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44437 members 
Mstep: Class 5 contains 50539 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 44272 members 
Mstep: Class 9 contains 46998 members 
Mstep: Class 10 contains 2395 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 33633 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 48114 members 
Mstep: Class 16 contains 412 members 
Mstep: Class 17 contains 25332 members 
Mstep: Class 18 contains 23976 members 
Mstep: Class 19 contains 47762 members 
Mstep: Class 20 contains 46343 members 
Mstep: Class 21 contains 46390 members 
Mstep: Class 22 contains 48297 members 
Mstep: Class 23 contains 10677 members 
Mstep: Class 24 contains 10954 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 47355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240112.000000 Penalty: 89284.867188
Iteration 475Q: 28 clusters Score -1.112401e+08 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 2146 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44416 members 
Mstep: Class 5 contains 50571 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 44227 members 
Mstep: Class 9 contains 47008 members 
Mstep: Class 10 contains 2395 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1279 members 
Mstep: Class 13 contains 33608 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 48114 members 
Mstep: Class 16 contains 412 members 
Mstep: Class 17 contains 25327 members 
Mstep: Class 18 contains 23960 members 
Mstep: Class 19 contains 47765 members 
Mstep: Class 20 contains 46366 members 
Mstep: Class 21 contains 46436 members 
Mstep: Class 22 contains 48292 members 
Mstep: Class 23 contains 10679 members 
Mstep: Class 24 contains 10947 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 47369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240040.000000 Penalty: 89284.867188
Iteration 476Q: 28 clusters Score -1.1124e+08 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32497 members 
Mstep: Class 2 contains 2152 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44425 members 
Mstep: Class 5 contains 50606 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 44197 members 
Mstep: Class 9 contains 47007 members 
Mstep: Class 10 contains 2395 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 33591 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 48118 members 
Mstep: Class 16 contains 412 members 
Mstep: Class 17 contains 25329 members 
Mstep: Class 18 contains 23938 members 
Mstep: Class 19 contains 47768 members 
Mstep: Class 20 contains 46374 members 
Mstep: Class 21 contains 46460 members 
Mstep: Class 22 contains 48255 members 
Mstep: Class 23 contains 10683 members 
Mstep: Class 24 contains 10942 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 47400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240224.000000 Penalty: 89284.867188
Iteration 477Q: 28 clusters Score -1.112402e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 2152 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44427 members 
Mstep: Class 5 contains 50652 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 44185 members 
Mstep: Class 9 contains 47007 members 
Mstep: Class 10 contains 2395 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1277 members 
Mstep: Class 13 contains 33572 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 48110 members 
Mstep: Class 16 contains 412 members 
Mstep: Class 17 contains 25328 members 
Mstep: Class 18 contains 23924 members 
Mstep: Class 19 contains 47781 members 
Mstep: Class 20 contains 46403 members 
Mstep: Class 21 contains 46477 members 
Mstep: Class 22 contains 48188 members 
Mstep: Class 23 contains 10687 members 
Mstep: Class 24 contains 10940 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 47417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240264.000000 Penalty: 89284.867188
Iteration 478Q: 28 clusters Score -1.112403e+08 nChanged 683
Entering ConstructFrom: 
Score: -111240264.000000 Penalty: 89284.867188
Entering ConstructFrom: 
Trying to split cluster 1 (32474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32474 members 
Entering Unmasked Estep 
Score: -5961831.000000 Penalty: 2576.272461
	Iteration 0F: 2 clusters Score -5961831 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -5939522.000000 Penalty: 5152.544922
	Iteration 0F: 3 clusters Score -5939522 nChanged 14895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -5947660.000000 Penalty: 5152.544922
	Iteration 1F: 3 clusters Score -5947660 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -5948080.000000 Penalty: 5152.544922
	Iteration 2Q: 3 clusters Score -5948080 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -5948449.500000 Penalty: 5152.544922
	Iteration 3Q: 3 clusters Score -5948450 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -5948847.000000 Penalty: 5152.544922
	Iteration 4Q: 3 clusters Score -5948847 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -5949259.500000 Penalty: 5152.544922
	Iteration 5Q: 3 clusters Score -5949260 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -5949735.000000 Penalty: 5152.544922
	Iteration 6Q: 3 clusters Score -5949735 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -5950263.500000 Penalty: 5152.544922
	Iteration 7Q: 3 clusters Score -5950264 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -5950852.500000 Penalty: 5152.544922
	Iteration 8Q: 3 clusters Score -5950852 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -5951535.500000 Penalty: 5152.544922
	Iteration 9Q: 3 clusters Score -5951536 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -5952305.000000 Penalty: 5152.544922
	Iteration 10Q: 3 clusters Score -5952305 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -5953080.000000 Penalty: 5152.544922
	Iteration 11Q: 3 clusters Score -5953080 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -5953941.500000 Penalty: 5152.544922
	Iteration 12Q: 3 clusters Score -5953942 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -5954773.000000 Penalty: 5152.544922
	Iteration 13Q: 3 clusters Score -5954773 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -5955487.000000 Penalty: 5152.544922
	Iteration 14Q: 3 clusters Score -5955487 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -5956068.000000 Penalty: 5152.544922
	Iteration 15Q: 3 clusters Score -5956068 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -5956529.500000 Penalty: 5152.544922
	Iteration 16Q: 3 clusters Score -5956530 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -5956807.000000 Penalty: 5152.544922
	Iteration 17Q: 3 clusters Score -5956807 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -5957009.500000 Penalty: 5152.544922
	Iteration 18Q: 3 clusters Score -5957010 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -5957194.500000 Penalty: 5152.544922
	Iteration 19Q: 3 clusters Score -5957194 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -5957364.000000 Penalty: 5152.544922
	Iteration 20F: 3 clusters Score -5957364 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 26183 members 
Entering Unmasked Estep 
Score: -5957473.500000 Penalty: 5152.544922
	Iteration 21Q: 3 clusters Score -5957474 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -5957564.000000 Penalty: 5152.544922
	Iteration 22Q: 3 clusters Score -5957564 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -5957660.500000 Penalty: 5152.544922
	Iteration 23Q: 3 clusters Score -5957660 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -5957766.500000 Penalty: 5152.544922
	Iteration 24Q: 3 clusters Score -5957766 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -5957855.000000 Penalty: 5152.544922
	Iteration 25Q: 3 clusters Score -5957855 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -5957934.000000 Penalty: 5152.544922
	Iteration 26Q: 3 clusters Score -5957934 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -5958027.000000 Penalty: 5152.544922
	Iteration 27Q: 3 clusters Score -5958027 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -5958120.000000 Penalty: 5152.544922
	Iteration 28Q: 3 clusters Score -5958120 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -5958208.000000 Penalty: 5152.544922
	Iteration 29Q: 3 clusters Score -5958208 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -5958276.500000 Penalty: 5152.544922
	Iteration 30Q: 3 clusters Score -5958276 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -5958344.000000 Penalty: 5152.544922
	Iteration 31Q: 3 clusters Score -5958344 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -5958415.000000 Penalty: 5152.544922
	Iteration 32Q: 3 clusters Score -5958415 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -5958489.500000 Penalty: 5152.544922
	Iteration 33Q: 3 clusters Score -5958490 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -5958550.000000 Penalty: 5152.544922
	Iteration 34Q: 3 clusters Score -5958550 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -5958636.500000 Penalty: 5152.544922
	Iteration 35Q: 3 clusters Score -5958636 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -5958705.000000 Penalty: 5152.544922
	Iteration 36Q: 3 clusters Score -5958705 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -5958786.500000 Penalty: 5152.544922
	Iteration 37Q: 3 clusters Score -5958786 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -5958874.000000 Penalty: 5152.544922
	Iteration 38Q: 3 clusters Score -5958874 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -5958962.000000 Penalty: 5152.544922
	Iteration 39Q: 3 clusters Score -5958962 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -5959018.000000 Penalty: 5152.544922
	Iteration 40F: 3 clusters Score -5959018 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -5959096.500000 Penalty: 5152.544922
	Iteration 41Q: 3 clusters Score -5959096 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -5959128.500000 Penalty: 5152.544922
	Iteration 42Q: 3 clusters Score -5959128 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 30801 members 
Entering Unmasked Estep 
Score: -5959168.000000 Penalty: 5152.544922
	Iteration 43Q: 3 clusters Score -5959168 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -5959205.500000 Penalty: 5152.544922
	Iteration 44Q: 3 clusters Score -5959206 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -5959264.500000 Penalty: 5152.544922
	Iteration 45Q: 3 clusters Score -5959264 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 31072 members 
Entering Unmasked Estep 
Score: -5959297.500000 Penalty: 5152.544922
	Iteration 46Q: 3 clusters Score -5959298 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 31147 members 
Entering Unmasked Estep 
Score: -5959333.000000 Penalty: 5152.544922
	Iteration 47Q: 3 clusters Score -5959333 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -5959362.000000 Penalty: 5152.544922
	Iteration 48Q: 3 clusters Score -5959362 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -5959389.500000 Penalty: 5152.544922
	Iteration 49Q: 3 clusters Score -5959390 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -5959400.500000 Penalty: 5152.544922
	Iteration 50Q: 3 clusters Score -5959400 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -5959419.500000 Penalty: 5152.544922
	Iteration 51Q: 3 clusters Score -5959420 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -5959421.500000 Penalty: 5152.544922
	Iteration 52Q: 3 clusters Score -5959422 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 31393 members 
Entering Unmasked Estep 
Score: -5959444.500000 Penalty: 5152.544922
	Iteration 53Q: 3 clusters Score -5959444 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -5959460.500000 Penalty: 5152.544922
	Iteration 54Q: 3 clusters Score -5959460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -5959465.500000 Penalty: 5152.544922
	Iteration 55Q: 3 clusters Score -5959466 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 31482 members 
Entering Unmasked Estep 
Score: -5959472.000000 Penalty: 5152.544922
	Iteration 56Q: 3 clusters Score -5959472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -5959478.500000 Penalty: 5152.544922
	Iteration 57Q: 3 clusters Score -5959478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -5959490.500000 Penalty: 5152.544922
	Iteration 58Q: 3 clusters Score -5959490 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -5959515.500000 Penalty: 5152.544922
	Iteration 59Q: 3 clusters Score -5959516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 31570 members 
Entering Unmasked Estep 
Score: -5959519.500000 Penalty: 5152.544922
	Iteration 60F: 3 clusters Score -5959520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 31579 members 
Entering Unmasked Estep 
Score: -5959528.500000 Penalty: 5152.544922
	Iteration 61Q: 3 clusters Score -5959528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -5959536.500000 Penalty: 5152.544922
	Iteration 62Q: 3 clusters Score -5959536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -5959539.000000 Penalty: 5152.544922
	Iteration 63Q: 3 clusters Score -5959539 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 31613 members 
Entering Unmasked Estep 
Score: -5959538.500000 Penalty: 5152.544922
	Iteration 64Q: 3 clusters Score -5959538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -5959538.500000 Penalty: 5152.544922
	Iteration 65Q: 3 clusters Score -5959538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 31627 members 
Entering Unmasked Estep 
Score: -5959543.000000 Penalty: 5152.544922
	Iteration 66Q: 3 clusters Score -5959543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -5959540.500000 Penalty: 5152.544922
	Iteration 67Q: 3 clusters Score -5959540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -5959547.000000 Penalty: 5152.544922
	Iteration 68Q: 3 clusters Score -5959547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -5959555.500000 Penalty: 5152.544922
	Iteration 69Q: 3 clusters Score -5959556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -5959560.000000 Penalty: 5152.544922
	Iteration 70Q: 3 clusters Score -5959560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -5959566.500000 Penalty: 5152.544922
	Iteration 71Q: 3 clusters Score -5959566 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -5959572.500000 Penalty: 5152.544922
	Iteration 72Q: 3 clusters Score -5959572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -5959577.500000 Penalty: 5152.544922
	Iteration 73Q: 3 clusters Score -5959578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -5959583.500000 Penalty: 5152.544922
	Iteration 74Q: 3 clusters Score -5959584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -5959587.000000 Penalty: 5152.544922
	Iteration 75Q: 3 clusters Score -5959587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -5959583.500000 Penalty: 5152.544922
	Iteration 76Q: 3 clusters Score -5959584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -5959582.500000 Penalty: 5152.544922
	Iteration 77Q: 3 clusters Score -5959582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -5959582.000000 Penalty: 5152.544922
	Iteration 78Q: 3 clusters Score -5959582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -5959582.500000 Penalty: 5152.544922
	Iteration 79Q: 3 clusters Score -5959582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -5959582.000000 Penalty: 5152.544922
	Iteration 80F: 3 clusters Score -5959582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Entering Unmasked Estep 
Score: -392635.156250 Penalty: 1902.959351
	Iteration 0F: 2 clusters Score -392635.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -389893.187500 Penalty: 3805.918701
	Iteration 0F: 3 clusters Score -389893.2 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -390346.843750 Penalty: 3805.918701
	Iteration 1F: 3 clusters Score -390346.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -390463.562500 Penalty: 3805.918701
	Iteration 2F: 3 clusters Score -390463.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -390519.812500 Penalty: 3805.918701
	Iteration 3Q: 3 clusters Score -390519.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -390561.125000 Penalty: 3805.918701
	Iteration 4Q: 3 clusters Score -390561.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -390590.375000 Penalty: 3805.918701
	Iteration 5Q: 3 clusters Score -390590.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -390605.875000 Penalty: 3805.918701
	Iteration 6Q: 3 clusters Score -390605.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -390619.312500 Penalty: 3805.918701
	Iteration 7Q: 3 clusters Score -390619.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -390629.187500 Penalty: 3805.918701
	Iteration 8Q: 3 clusters Score -390629.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -390638.875000 Penalty: 3805.918701
	Iteration 9Q: 3 clusters Score -390638.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -390646.031250 Penalty: 3805.918701
	Iteration 10Q: 3 clusters Score -390646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -390652.968750 Penalty: 3805.918701
	Iteration 11Q: 3 clusters Score -390653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -390658.687500 Penalty: 3805.918701
	Iteration 12Q: 3 clusters Score -390658.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -390664.062500 Penalty: 3805.918701
	Iteration 13Q: 3 clusters Score -390664.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -390665.968750 Penalty: 3805.918701
	Iteration 14Q: 3 clusters Score -390666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -390665.968750 Penalty: 3805.918701
	Iteration 15F: 3 clusters Score -390666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Entering Unmasked Estep 
Score: -20069.357422 Penalty: 1389.325562
	Iteration 0F: 2 clusters Score -20069.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -19021.974609 Penalty: 2778.651123
	Iteration 0F: 3 clusters Score -19021.97 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -19168.847656 Penalty: 2778.651123
	Iteration 1F: 3 clusters Score -19168.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -19236.927734 Penalty: 2778.651123
	Iteration 2F: 3 clusters Score -19236.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -19274.275391 Penalty: 2778.651123
	Iteration 3Q: 3 clusters Score -19274.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -19296.601562 Penalty: 2778.651123
	Iteration 4Q: 3 clusters Score -19296.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -19330.052734 Penalty: 2778.651123
	Iteration 5Q: 3 clusters Score -19330.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -19337.330078 Penalty: 2778.651123
	Iteration 6Q: 3 clusters Score -19337.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -19344.201172 Penalty: 2778.651123
	Iteration 7Q: 3 clusters Score -19344.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19356.650391 Penalty: 2778.651123
	Iteration 8Q: 3 clusters Score -19356.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19360.003906 Penalty: 2778.651123
	Iteration 9Q: 3 clusters Score -19360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19364.404297 Penalty: 2778.651123
	Iteration 10Q: 3 clusters Score -19364.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -19371.912109 Penalty: 2778.651123
	Iteration 11Q: 3 clusters Score -19371.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19372.988281 Penalty: 2778.651123
	Iteration 12Q: 3 clusters Score -19372.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -19372.988281 Penalty: 2778.651123
	Iteration 13F: 3 clusters Score -19372.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Entering Unmasked Estep 
Score: -8138979.000000 Penalty: 2654.008545
	Iteration 0F: 2 clusters Score -8138979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -8109702.500000 Penalty: 5308.017090
	Iteration 0F: 3 clusters Score -8109702 nChanged 20334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -8120562.500000 Penalty: 5308.017090
	Iteration 1F: 3 clusters Score -8120562 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -8121102.500000 Penalty: 5308.017090
	Iteration 2Q: 3 clusters Score -8121102 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -8121737.500000 Penalty: 5308.017090
	Iteration 3Q: 3 clusters Score -8121738 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -8122616.500000 Penalty: 5308.017090
	Iteration 4Q: 3 clusters Score -8122616 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -8123840.500000 Penalty: 5308.017090
	Iteration 5F: 3 clusters Score -8123840 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -8125624.500000 Penalty: 5308.017090
	Iteration 6F: 3 clusters Score -8125624 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32301 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -8128075.000000 Penalty: 5308.017090
	Iteration 7F: 3 clusters Score -8128075 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -8130814.000000 Penalty: 5308.017090
	Iteration 8F: 3 clusters Score -8130814 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -8133461.000000 Penalty: 5308.017090
	Iteration 9F: 3 clusters Score -8133461 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -8135402.000000 Penalty: 5308.017090
	Iteration 10Q: 3 clusters Score -8135402 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38770 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -8136366.500000 Penalty: 5308.017090
	Iteration 11Q: 3 clusters Score -8136366 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -8136657.000000 Penalty: 5308.017090
	Iteration 12Q: 3 clusters Score -8136657 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -8136793.000000 Penalty: 5308.017090
	Iteration 13Q: 3 clusters Score -8136793 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -8136837.000000 Penalty: 5308.017090
	Iteration 14Q: 3 clusters Score -8136837 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -8136892.500000 Penalty: 5308.017090
	Iteration 15Q: 3 clusters Score -8136892 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -8136916.000000 Penalty: 5308.017090
	Iteration 16Q: 3 clusters Score -8136916 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -8136942.000000 Penalty: 5308.017090
	Iteration 17Q: 3 clusters Score -8136942 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -8136973.000000 Penalty: 5308.017090
	Iteration 18Q: 3 clusters Score -8136973 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -8136977.000000 Penalty: 5308.017090
	Iteration 19Q: 3 clusters Score -8136977 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -8136971.000000 Penalty: 5308.017090
	Iteration 20F: 3 clusters Score -8136971 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -8136981.000000 Penalty: 5308.017090
	Iteration 21Q: 3 clusters Score -8136981 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -8136988.000000 Penalty: 5308.017090
	Iteration 22Q: 3 clusters Score -8136988 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -8137002.000000 Penalty: 5308.017090
	Iteration 23Q: 3 clusters Score -8137002 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -8137013.000000 Penalty: 5308.017090
	Iteration 24Q: 3 clusters Score -8137013 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40651 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -8137019.500000 Penalty: 5308.017090
	Iteration 25Q: 3 clusters Score -8137020 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -8137005.000000 Penalty: 5308.017090
	Iteration 26Q: 3 clusters Score -8137005 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -8137012.000000 Penalty: 5308.017090
	Iteration 27Q: 3 clusters Score -8137012 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -8137029.500000 Penalty: 5308.017090
	Iteration 28Q: 3 clusters Score -8137030 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40870 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -8137037.500000 Penalty: 5308.017090
	Iteration 29Q: 3 clusters Score -8137038 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40928 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -8137046.500000 Penalty: 5308.017090
	Iteration 30Q: 3 clusters Score -8137046 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40984 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -8137038.500000 Penalty: 5308.017090
	Iteration 31Q: 3 clusters Score -8137038 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -8137044.000000 Penalty: 5308.017090
	Iteration 32Q: 3 clusters Score -8137044 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -8137041.000000 Penalty: 5308.017090
	Iteration 33Q: 3 clusters Score -8137041 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41131 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -8137050.000000 Penalty: 5308.017090
	Iteration 34Q: 3 clusters Score -8137050 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41187 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -8137049.000000 Penalty: 5308.017090
	Iteration 35Q: 3 clusters Score -8137049 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -8137049.000000 Penalty: 5308.017090
	Iteration 36Q: 3 clusters Score -8137049 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -8137044.500000 Penalty: 5308.017090
	Iteration 37Q: 3 clusters Score -8137044 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -8137046.000000 Penalty: 5308.017090
	Iteration 38Q: 3 clusters Score -8137046 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -8137054.000000 Penalty: 5308.017090
	Iteration 39Q: 3 clusters Score -8137054 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -8137051.000000 Penalty: 5308.017090
	Iteration 40F: 3 clusters Score -8137051 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41461 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -8137057.500000 Penalty: 5308.017090
	Iteration 41Q: 3 clusters Score -8137058 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -8137061.500000 Penalty: 5308.017090
	Iteration 42Q: 3 clusters Score -8137062 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -8137068.000000 Penalty: 5308.017090
	Iteration 43Q: 3 clusters Score -8137068 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -8137070.000000 Penalty: 5308.017090
	Iteration 44Q: 3 clusters Score -8137070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41589 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -8137074.000000 Penalty: 5308.017090
	Iteration 45Q: 3 clusters Score -8137074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41614 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -8137058.500000 Penalty: 5308.017090
	Iteration 46Q: 3 clusters Score -8137058 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41642 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -8137047.500000 Penalty: 5308.017090
	Iteration 47Q: 3 clusters Score -8137048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -8137032.500000 Penalty: 5308.017090
	Iteration 48Q: 3 clusters Score -8137032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -8137036.500000 Penalty: 5308.017090
	Iteration 49Q: 3 clusters Score -8137036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41703 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -8137040.000000 Penalty: 5308.017090
	Iteration 50Q: 3 clusters Score -8137040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -8137037.500000 Penalty: 5308.017090
	Iteration 51Q: 3 clusters Score -8137038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41729 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -8137040.500000 Penalty: 5308.017090
	Iteration 52Q: 3 clusters Score -8137040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -8137050.500000 Penalty: 5308.017090
	Iteration 53Q: 3 clusters Score -8137050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41753 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -8137055.500000 Penalty: 5308.017090
	Iteration 54Q: 3 clusters Score -8137056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -8137050.500000 Penalty: 5308.017090
	Iteration 55Q: 3 clusters Score -8137050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -8137057.000000 Penalty: 5308.017090
	Iteration 56Q: 3 clusters Score -8137057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -8137058.000000 Penalty: 5308.017090
	Iteration 57Q: 3 clusters Score -8137058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -8137047.500000 Penalty: 5308.017090
	Iteration 58Q: 3 clusters Score -8137048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41785 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -8137051.000000 Penalty: 5308.017090
	Iteration 59Q: 3 clusters Score -8137051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41792 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -8137052.500000 Penalty: 5308.017090
	Iteration 60F: 3 clusters Score -8137052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -8137047.500000 Penalty: 5308.017090
	Iteration 61Q: 3 clusters Score -8137048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -8137044.500000 Penalty: 5308.017090
	Iteration 62Q: 3 clusters Score -8137044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41817 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -8137041.000000 Penalty: 5308.017090
	Iteration 63Q: 3 clusters Score -8137041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -8137032.500000 Penalty: 5308.017090
	Iteration 64Q: 3 clusters Score -8137032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -8137033.500000 Penalty: 5308.017090
	Iteration 65Q: 3 clusters Score -8137034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -8137036.500000 Penalty: 5308.017090
	Iteration 66Q: 3 clusters Score -8137036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -8137036.000000 Penalty: 5308.017090
	Iteration 67Q: 3 clusters Score -8137036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41854 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -8137032.000000 Penalty: 5308.017090
	Iteration 68Q: 3 clusters Score -8137032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -8137027.500000 Penalty: 5308.017090
	Iteration 69Q: 3 clusters Score -8137028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -8137029.000000 Penalty: 5308.017090
	Iteration 70Q: 3 clusters Score -8137029 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -8137037.500000 Penalty: 5308.017090
	Iteration 71Q: 3 clusters Score -8137038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -8137036.000000 Penalty: 5308.017090
	Iteration 72Q: 3 clusters Score -8137036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -8137031.000000 Penalty: 5308.017090
	Iteration 73Q: 3 clusters Score -8137031 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -8137034.500000 Penalty: 5308.017090
	Iteration 74Q: 3 clusters Score -8137034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -8137041.000000 Penalty: 5308.017090
	Iteration 75Q: 3 clusters Score -8137041 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -8137037.500000 Penalty: 5308.017090
	Iteration 76Q: 3 clusters Score -8137038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42010 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -8137033.000000 Penalty: 5308.017090
	Iteration 77Q: 3 clusters Score -8137033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -8137030.500000 Penalty: 5308.017090
	Iteration 78Q: 3 clusters Score -8137030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42046 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -8137023.500000 Penalty: 5308.017090
	Iteration 79Q: 3 clusters Score -8137024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -8137009.500000 Penalty: 5308.017090
	Iteration 80F: 3 clusters Score -8137010 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -8137013.500000 Penalty: 5308.017090
	Iteration 81Q: 3 clusters Score -8137014 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -8137023.000000 Penalty: 5308.017090
	Iteration 82Q: 3 clusters Score -8137023 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42162 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -8137017.500000 Penalty: 5308.017090
	Iteration 83Q: 3 clusters Score -8137018 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42194 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -8137033.500000 Penalty: 5308.017090
	Iteration 84Q: 3 clusters Score -8137034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -8137020.500000 Penalty: 5308.017090
	Iteration 85Q: 3 clusters Score -8137020 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -8137022.500000 Penalty: 5308.017090
	Iteration 86Q: 3 clusters Score -8137022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42254 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -8137012.500000 Penalty: 5308.017090
	Iteration 87Q: 3 clusters Score -8137012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42274 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -8137019.500000 Penalty: 5308.017090
	Iteration 88Q: 3 clusters Score -8137020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -8137021.000000 Penalty: 5308.017090
	Iteration 89Q: 3 clusters Score -8137021 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -8137021.500000 Penalty: 5308.017090
	Iteration 90Q: 3 clusters Score -8137022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -8137019.000000 Penalty: 5308.017090
	Iteration 91Q: 3 clusters Score -8137019 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42369 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -8137033.500000 Penalty: 5308.017090
	Iteration 92Q: 3 clusters Score -8137034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -8137025.000000 Penalty: 5308.017090
	Iteration 93Q: 3 clusters Score -8137025 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -8137033.500000 Penalty: 5308.017090
	Iteration 94Q: 3 clusters Score -8137034 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -8137025.000000 Penalty: 5308.017090
	Iteration 95Q: 3 clusters Score -8137025 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42486 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -8137034.000000 Penalty: 5308.017090
	Iteration 96Q: 3 clusters Score -8137034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -8137040.500000 Penalty: 5308.017090
	Iteration 97Q: 3 clusters Score -8137040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42538 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -8137018.500000 Penalty: 5308.017090
	Iteration 98Q: 3 clusters Score -8137018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -8137012.500000 Penalty: 5308.017090
	Iteration 99Q: 3 clusters Score -8137012 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -8137037.000000 Penalty: 5308.017090
	Iteration 100F: 3 clusters Score -8137037 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -8137036.000000 Penalty: 5308.017090
	Iteration 101Q: 3 clusters Score -8137036 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -8137024.000000 Penalty: 5308.017090
	Iteration 102Q: 3 clusters Score -8137024 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42679 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -8137024.500000 Penalty: 5308.017090
	Iteration 103Q: 3 clusters Score -8137024 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -8137021.500000 Penalty: 5308.017090
	Iteration 104Q: 3 clusters Score -8137022 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -8137019.000000 Penalty: 5308.017090
	Iteration 105Q: 3 clusters Score -8137019 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -8137018.500000 Penalty: 5308.017090
	Iteration 106Q: 3 clusters Score -8137018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -8137016.500000 Penalty: 5308.017090
	Iteration 107Q: 3 clusters Score -8137016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -8137020.000000 Penalty: 5308.017090
	Iteration 108Q: 3 clusters Score -8137020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42813 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -8137028.500000 Penalty: 5308.017090
	Iteration 109Q: 3 clusters Score -8137028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -8137034.000000 Penalty: 5308.017090
	Iteration 110Q: 3 clusters Score -8137034 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42867 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -8137032.000000 Penalty: 5308.017090
	Iteration 111Q: 3 clusters Score -8137032 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42895 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -8137027.500000 Penalty: 5308.017090
	Iteration 112Q: 3 clusters Score -8137028 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -8137028.500000 Penalty: 5308.017090
	Iteration 113Q: 3 clusters Score -8137028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42945 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -8137025.500000 Penalty: 5308.017090
	Iteration 114Q: 3 clusters Score -8137026 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -8137038.500000 Penalty: 5308.017090
	Iteration 115Q: 3 clusters Score -8137038 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42997 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -8137018.000000 Penalty: 5308.017090
	Iteration 116Q: 3 clusters Score -8137018 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -8137016.500000 Penalty: 5308.017090
	Iteration 117Q: 3 clusters Score -8137016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -8137021.000000 Penalty: 5308.017090
	Iteration 118Q: 3 clusters Score -8137021 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43090 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -8137015.000000 Penalty: 5308.017090
	Iteration 119Q: 3 clusters Score -8137015 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43116 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -8137010.000000 Penalty: 5308.017090
	Iteration 120F: 3 clusters Score -8137010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -8137005.000000 Penalty: 5308.017090
	Iteration 121Q: 3 clusters Score -8137005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43147 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -8137011.000000 Penalty: 5308.017090
	Iteration 122Q: 3 clusters Score -8137011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -8136999.000000 Penalty: 5308.017090
	Iteration 123Q: 3 clusters Score -8136999 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -8137000.500000 Penalty: 5308.017090
	Iteration 124Q: 3 clusters Score -8137000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -8136997.000000 Penalty: 5308.017090
	Iteration 125Q: 3 clusters Score -8136997 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -8136995.000000 Penalty: 5308.017090
	Iteration 126Q: 3 clusters Score -8136995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43237 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -8136994.000000 Penalty: 5308.017090
	Iteration 127Q: 3 clusters Score -8136994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43258 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -8136980.000000 Penalty: 5308.017090
	Iteration 128Q: 3 clusters Score -8136980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43275 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -8136986.000000 Penalty: 5308.017090
	Iteration 129Q: 3 clusters Score -8136986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43286 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -8136984.500000 Penalty: 5308.017090
	Iteration 130Q: 3 clusters Score -8136984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43296 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -8136988.000000 Penalty: 5308.017090
	Iteration 131Q: 3 clusters Score -8136988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43307 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -8136992.500000 Penalty: 5308.017090
	Iteration 132Q: 3 clusters Score -8136992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43314 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -8136997.000000 Penalty: 5308.017090
	Iteration 133Q: 3 clusters Score -8136997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43319 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -8136999.000000 Penalty: 5308.017090
	Iteration 134Q: 3 clusters Score -8136999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43322 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -8137000.000000 Penalty: 5308.017090
	Iteration 135Q: 3 clusters Score -8137000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43326 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -8136992.000000 Penalty: 5308.017090
	Iteration 136Q: 3 clusters Score -8136992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -8136991.000000 Penalty: 5308.017090
	Iteration 137Q: 3 clusters Score -8136991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -8136991.000000 Penalty: 5308.017090
	Iteration 138Q: 3 clusters Score -8136991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -8136991.000000 Penalty: 5308.017090
	Iteration 139F: 3 clusters Score -8136991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50693 members 
Entering Unmasked Estep 
Score: -9343267.000000 Penalty: 2686.718506
	Iteration 0F: 2 clusters Score -9343267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -9313098.000000 Penalty: 5373.437012
	Iteration 0F: 3 clusters Score -9313098 nChanged 23550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -9326104.000000 Penalty: 5373.437012
	Iteration 1F: 3 clusters Score -9326104 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -9326773.000000 Penalty: 5373.437012
	Iteration 2Q: 3 clusters Score -9326773 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -9327608.000000 Penalty: 5373.437012
	Iteration 3Q: 3 clusters Score -9327608 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -9328591.000000 Penalty: 5373.437012
	Iteration 4Q: 3 clusters Score -9328591 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -9330072.000000 Penalty: 5373.437012
	Iteration 5F: 3 clusters Score -9330072 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35971 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -9332202.000000 Penalty: 5373.437012
	Iteration 6F: 3 clusters Score -9332202 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -9334822.000000 Penalty: 5373.437012
	Iteration 7F: 3 clusters Score -9334822 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43142 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -9337464.000000 Penalty: 5373.437012
	Iteration 8F: 3 clusters Score -9337464 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46044 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -9339170.000000 Penalty: 5373.437012
	Iteration 9F: 3 clusters Score -9339170 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48020 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -9339962.000000 Penalty: 5373.437012
	Iteration 10Q: 3 clusters Score -9339962 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49113 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -9340468.000000 Penalty: 5373.437012
	Iteration 11Q: 3 clusters Score -9340468 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49646 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -9340647.000000 Penalty: 5373.437012
	Iteration 12Q: 3 clusters Score -9340647 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49931 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9340805.000000 Penalty: 5373.437012
	Iteration 13Q: 3 clusters Score -9340805 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50078 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -9340888.000000 Penalty: 5373.437012
	Iteration 14Q: 3 clusters Score -9340888 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50154 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -9340943.000000 Penalty: 5373.437012
	Iteration 15Q: 3 clusters Score -9340943 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50201 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -9340987.000000 Penalty: 5373.437012
	Iteration 16Q: 3 clusters Score -9340987 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50232 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -9340988.000000 Penalty: 5373.437012
	Iteration 17Q: 3 clusters Score -9340988 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50252 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -9341002.000000 Penalty: 5373.437012
	Iteration 18Q: 3 clusters Score -9341002 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50269 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -9341034.000000 Penalty: 5373.437012
	Iteration 19Q: 3 clusters Score -9341034 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50281 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -9341046.000000 Penalty: 5373.437012
	Iteration 20F: 3 clusters Score -9341046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50284 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -9341059.000000 Penalty: 5373.437012
	Iteration 21Q: 3 clusters Score -9341059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50288 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -9341068.000000 Penalty: 5373.437012
	Iteration 22Q: 3 clusters Score -9341068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50291 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -9341076.000000 Penalty: 5373.437012
	Iteration 23Q: 3 clusters Score -9341076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50293 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -9341070.000000 Penalty: 5373.437012
	Iteration 24Q: 3 clusters Score -9341070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50293 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -9341077.000000 Penalty: 5373.437012
	Iteration 25Q: 3 clusters Score -9341077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50298 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -9341084.000000 Penalty: 5373.437012
	Iteration 26Q: 3 clusters Score -9341084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50299 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -9341086.000000 Penalty: 5373.437012
	Iteration 27Q: 3 clusters Score -9341086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50303 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -9341077.000000 Penalty: 5373.437012
	Iteration 28Q: 3 clusters Score -9341077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50309 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -9341084.000000 Penalty: 5373.437012
	Iteration 29Q: 3 clusters Score -9341084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -9341084.000000 Penalty: 5373.437012
	Iteration 30Q: 3 clusters Score -9341084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50315 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -9341089.000000 Penalty: 5373.437012
	Iteration 31Q: 3 clusters Score -9341089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50318 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9341086.000000 Penalty: 5373.437012
	Iteration 32Q: 3 clusters Score -9341086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50322 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -9341083.000000 Penalty: 5373.437012
	Iteration 33Q: 3 clusters Score -9341083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50322 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -9341083.000000 Penalty: 5373.437012
	Iteration 34F: 3 clusters Score -9341083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -52253.273438 Penalty: 1541.222778
	Iteration 0F: 2 clusters Score -52253.27 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 239 members 
Entering Unmasked Estep 
Score: -50842.003906 Penalty: 3082.445557
	Iteration 0F: 3 clusters Score -50842 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -51162.632812 Penalty: 3082.445557
	Iteration 1F: 3 clusters Score -51162.63 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -51351.000000 Penalty: 3082.445557
	Iteration 2F: 3 clusters Score -51351 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -51434.199219 Penalty: 3082.445557
	Iteration 3Q: 3 clusters Score -51434.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -51500.847656 Penalty: 3082.445557
	Iteration 4Q: 3 clusters Score -51500.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -51542.375000 Penalty: 3082.445557
	Iteration 5Q: 3 clusters Score -51542.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -51576.054688 Penalty: 3082.445557
	Iteration 6Q: 3 clusters Score -51576.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -51589.644531 Penalty: 3082.445557
	Iteration 7Q: 3 clusters Score -51589.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -51592.726562 Penalty: 3082.445557
	Iteration 8Q: 3 clusters Score -51592.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -51602.773438 Penalty: 3082.445557
	Iteration 9Q: 3 clusters Score -51602.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -51613.199219 Penalty: 3082.445557
	Iteration 10Q: 3 clusters Score -51613.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51616.429688 Penalty: 3082.445557
	Iteration 11Q: 3 clusters Score -51616.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -51616.601562 Penalty: 3082.445557
	Iteration 12Q: 3 clusters Score -51616.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -51618.082031 Penalty: 3082.445557
	Iteration 13F: 3 clusters Score -51618.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51639.589844 Penalty: 3082.445557
	Iteration 14Q: 3 clusters Score -51639.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -51669.167969 Penalty: 3082.445557
	Iteration 15Q: 3 clusters Score -51669.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -51675.250000 Penalty: 3082.445557
	Iteration 16Q: 3 clusters Score -51675.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -51703.203125 Penalty: 3082.445557
	Iteration 17Q: 3 clusters Score -51703.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -51712.480469 Penalty: 3082.445557
	Iteration 18Q: 3 clusters Score -51712.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -51713.023438 Penalty: 3082.445557
	Iteration 19Q: 3 clusters Score -51713.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -51718.570312 Penalty: 3082.445557
	Iteration 20F: 3 clusters Score -51718.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -51720.101562 Penalty: 3082.445557
	Iteration 21Q: 3 clusters Score -51720.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -51720.101562 Penalty: 3082.445557
	Iteration 22F: 3 clusters Score -51720.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Entering Unmasked Estep 
Score: -172617.765625 Penalty: 1736.760254
	Iteration 0F: 2 clusters Score -172617.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -170659.218750 Penalty: 3473.520508
	Iteration 0F: 3 clusters Score -170659.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -171173.968750 Penalty: 3473.520508
	Iteration 1F: 3 clusters Score -171174 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -171482.984375 Penalty: 3473.520508
	Iteration 2F: 3 clusters Score -171483 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -171703.828125 Penalty: 3473.520508
	Iteration 3F: 3 clusters Score -171703.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -171875.828125 Penalty: 3473.520508
	Iteration 4F: 3 clusters Score -171875.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -171992.281250 Penalty: 3473.520508
	Iteration 5Q: 3 clusters Score -171992.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -172114.750000 Penalty: 3473.520508
	Iteration 6Q: 3 clusters Score -172114.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -172213.234375 Penalty: 3473.520508
	Iteration 7Q: 3 clusters Score -172213.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -172298.125000 Penalty: 3473.520508
	Iteration 8Q: 3 clusters Score -172298.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -172347.468750 Penalty: 3473.520508
	Iteration 9Q: 3 clusters Score -172347.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -172380.406250 Penalty: 3473.520508
	Iteration 10Q: 3 clusters Score -172380.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -172393.500000 Penalty: 3473.520508
	Iteration 11Q: 3 clusters Score -172393.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -172401.640625 Penalty: 3473.520508
	Iteration 12Q: 3 clusters Score -172401.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -172403.937500 Penalty: 3473.520508
	Iteration 13Q: 3 clusters Score -172403.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -172403.937500 Penalty: 3473.520508
	Iteration 14F: 3 clusters Score -172403.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (44189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44189 members 
Entering Unmasked Estep 
Score: -8170939.500000 Penalty: 2652.665283
	Iteration 0F: 2 clusters Score -8170940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -8141995.000000 Penalty: 5305.330566
	Iteration 0F: 3 clusters Score -8141995 nChanged 20195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -8153295.000000 Penalty: 5305.330566
	Iteration 1F: 3 clusters Score -8153295 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22604 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -8153899.000000 Penalty: 5305.330566
	Iteration 2Q: 3 clusters Score -8153899 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -8154734.500000 Penalty: 5305.330566
	Iteration 3Q: 3 clusters Score -8154734 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -8155636.500000 Penalty: 5305.330566
	Iteration 4Q: 3 clusters Score -8155636 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -8156961.000000 Penalty: 5305.330566
	Iteration 5F: 3 clusters Score -8156961 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -8158664.500000 Penalty: 5305.330566
	Iteration 6F: 3 clusters Score -8158664 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -8161025.000000 Penalty: 5305.330566
	Iteration 7F: 3 clusters Score -8161025 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -8163722.000000 Penalty: 5305.330566
	Iteration 8F: 3 clusters Score -8163722 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -8165569.000000 Penalty: 5305.330566
	Iteration 9F: 3 clusters Score -8165569 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -8166551.500000 Penalty: 5305.330566
	Iteration 10Q: 3 clusters Score -8166552 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -8167107.500000 Penalty: 5305.330566
	Iteration 11Q: 3 clusters Score -8167108 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -8167481.000000 Penalty: 5305.330566
	Iteration 12Q: 3 clusters Score -8167481 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -8167678.000000 Penalty: 5305.330566
	Iteration 13Q: 3 clusters Score -8167678 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -8167875.500000 Penalty: 5305.330566
	Iteration 14Q: 3 clusters Score -8167876 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 20294 members 
Entering Unmasked Estep 
Score: -8168008.000000 Penalty: 5305.330566
	Iteration 15Q: 3 clusters Score -8168008 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -8168101.000000 Penalty: 5305.330566
	Iteration 16Q: 3 clusters Score -8168101 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -8168142.000000 Penalty: 5305.330566
	Iteration 17Q: 3 clusters Score -8168142 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -8168180.000000 Penalty: 5305.330566
	Iteration 18Q: 3 clusters Score -8168180 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -8168217.500000 Penalty: 5305.330566
	Iteration 19Q: 3 clusters Score -8168218 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -8168221.000000 Penalty: 5305.330566
	Iteration 20F: 3 clusters Score -8168221 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -8168213.000000 Penalty: 5305.330566
	Iteration 21Q: 3 clusters Score -8168213 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -8168221.000000 Penalty: 5305.330566
	Iteration 22Q: 3 clusters Score -8168221 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -8168222.000000 Penalty: 5305.330566
	Iteration 23Q: 3 clusters Score -8168222 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -8168210.500000 Penalty: 5305.330566
	Iteration 24Q: 3 clusters Score -8168210 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -8168197.000000 Penalty: 5305.330566
	Iteration 25Q: 3 clusters Score -8168197 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -8168203.500000 Penalty: 5305.330566
	Iteration 26Q: 3 clusters Score -8168204 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -8168190.500000 Penalty: 5305.330566
	Iteration 27Q: 3 clusters Score -8168190 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23300 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -8168178.000000 Penalty: 5305.330566
	Iteration 28Q: 3 clusters Score -8168178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -8168186.000000 Penalty: 5305.330566
	Iteration 29Q: 3 clusters Score -8168186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23288 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -8168182.000000 Penalty: 5305.330566
	Iteration 30Q: 3 clusters Score -8168182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -8168188.000000 Penalty: 5305.330566
	Iteration 31Q: 3 clusters Score -8168188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -8168182.500000 Penalty: 5305.330566
	Iteration 32Q: 3 clusters Score -8168182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -8168184.500000 Penalty: 5305.330566
	Iteration 33Q: 3 clusters Score -8168184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -8168184.000000 Penalty: 5305.330566
	Iteration 34Q: 3 clusters Score -8168184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -8168183.000000 Penalty: 5305.330566
	Iteration 35Q: 3 clusters Score -8168183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -8168180.000000 Penalty: 5305.330566
	Iteration 36Q: 3 clusters Score -8168180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -8168185.500000 Penalty: 5305.330566
	Iteration 37Q: 3 clusters Score -8168186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -8168183.500000 Penalty: 5305.330566
	Iteration 38Q: 3 clusters Score -8168184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 20954 members 
Entering Unmasked Estep 
Score: -8168185.500000 Penalty: 5305.330566
	Iteration 39Q: 3 clusters Score -8168186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -8168180.500000 Penalty: 5305.330566
	Iteration 40F: 3 clusters Score -8168180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -8168182.000000 Penalty: 5305.330566
	Iteration 41Q: 3 clusters Score -8168182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -8168179.000000 Penalty: 5305.330566
	Iteration 42Q: 3 clusters Score -8168179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -8168179.500000 Penalty: 5305.330566
	Iteration 43Q: 3 clusters Score -8168180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -8168181.000000 Penalty: 5305.330566
	Iteration 44Q: 3 clusters Score -8168181 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -8168180.500000 Penalty: 5305.330566
	Iteration 45Q: 3 clusters Score -8168180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -8168172.000000 Penalty: 5305.330566
	Iteration 46Q: 3 clusters Score -8168172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -8168176.500000 Penalty: 5305.330566
	Iteration 47Q: 3 clusters Score -8168176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -8168180.500000 Penalty: 5305.330566
	Iteration 48Q: 3 clusters Score -8168180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23207 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -8168183.000000 Penalty: 5305.330566
	Iteration 49Q: 3 clusters Score -8168183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -8168184.500000 Penalty: 5305.330566
	Iteration 50Q: 3 clusters Score -8168184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -8168181.000000 Penalty: 5305.330566
	Iteration 51Q: 3 clusters Score -8168181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -8168184.000000 Penalty: 5305.330566
	Iteration 52Q: 3 clusters Score -8168184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23201 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -8168185.500000 Penalty: 5305.330566
	Iteration 53Q: 3 clusters Score -8168186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -8168187.000000 Penalty: 5305.330566
	Iteration 54Q: 3 clusters Score -8168187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -8168182.500000 Penalty: 5305.330566
	Iteration 55Q: 3 clusters Score -8168182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -8168182.500000 Penalty: 5305.330566
	Iteration 56F: 3 clusters Score -8168182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (47000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47000 members 
Entering Unmasked Estep 
Score: -8679255.000000 Penalty: 2667.959961
	Iteration 0F: 2 clusters Score -8679255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 23628 members 
Entering Unmasked Estep 
Score: -8649878.000000 Penalty: 5335.919922
	Iteration 0F: 3 clusters Score -8649878 nChanged 21586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -8661926.000000 Penalty: 5335.919922
	Iteration 1F: 3 clusters Score -8661926 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -8662495.000000 Penalty: 5335.919922
	Iteration 2Q: 3 clusters Score -8662495 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -8662989.000000 Penalty: 5335.919922
	Iteration 3Q: 3 clusters Score -8662989 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -8663630.000000 Penalty: 5335.919922
	Iteration 4Q: 3 clusters Score -8663630 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -8664374.000000 Penalty: 5335.919922
	Iteration 5Q: 3 clusters Score -8664374 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -8665557.000000 Penalty: 5335.919922
	Iteration 6Q: 3 clusters Score -8665557 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -8667332.000000 Penalty: 5335.919922
	Iteration 7F: 3 clusters Score -8667332 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -8669680.000000 Penalty: 5335.919922
	Iteration 8F: 3 clusters Score -8669680 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
Score: -8672235.000000 Penalty: 5335.919922
	Iteration 9F: 3 clusters Score -8672235 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -8674494.000000 Penalty: 5335.919922
	Iteration 10F: 3 clusters Score -8674494 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -8675638.000000 Penalty: 5335.919922
	Iteration 11Q: 3 clusters Score -8675638 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 44625 members 
Entering Unmasked Estep 
Score: -8676330.000000 Penalty: 5335.919922
	Iteration 12Q: 3 clusters Score -8676330 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 45230 members 
Entering Unmasked Estep 
Score: -8676629.000000 Penalty: 5335.919922
	Iteration 13Q: 3 clusters Score -8676629 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -8676801.000000 Penalty: 5335.919922
	Iteration 14Q: 3 clusters Score -8676801 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 45886 members 
Entering Unmasked Estep 
Score: -8676956.000000 Penalty: 5335.919922
	Iteration 15Q: 3 clusters Score -8676956 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -8677013.000000 Penalty: 5335.919922
	Iteration 16Q: 3 clusters Score -8677013 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 46172 members 
Entering Unmasked Estep 
Score: -8677036.000000 Penalty: 5335.919922
	Iteration 17Q: 3 clusters Score -8677036 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -8677070.000000 Penalty: 5335.919922
	Iteration 18Q: 3 clusters Score -8677070 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -8677073.000000 Penalty: 5335.919922
	Iteration 19Q: 3 clusters Score -8677073 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -8677108.000000 Penalty: 5335.919922
	Iteration 20F: 3 clusters Score -8677108 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 46367 members 
Entering Unmasked Estep 
Score: -8677114.000000 Penalty: 5335.919922
	Iteration 21Q: 3 clusters Score -8677114 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
Score: -8677127.000000 Penalty: 5335.919922
	Iteration 22Q: 3 clusters Score -8677127 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 46416 members 
Entering Unmasked Estep 
Score: -8677140.000000 Penalty: 5335.919922
	Iteration 23Q: 3 clusters Score -8677140 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 46445 members 
Entering Unmasked Estep 
Score: -8677140.000000 Penalty: 5335.919922
	Iteration 24Q: 3 clusters Score -8677140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
Score: -8677148.000000 Penalty: 5335.919922
	Iteration 25Q: 3 clusters Score -8677148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 46471 members 
Entering Unmasked Estep 
Score: -8677150.000000 Penalty: 5335.919922
	Iteration 26Q: 3 clusters Score -8677150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -8677164.000000 Penalty: 5335.919922
	Iteration 27Q: 3 clusters Score -8677164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 46493 members 
Entering Unmasked Estep 
Score: -8677164.000000 Penalty: 5335.919922
	Iteration 28Q: 3 clusters Score -8677164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 46501 members 
Entering Unmasked Estep 
Score: -8677175.000000 Penalty: 5335.919922
	Iteration 29Q: 3 clusters Score -8677175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -8677175.000000 Penalty: 5335.919922
	Iteration 30Q: 3 clusters Score -8677175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 46510 members 
Entering Unmasked Estep 
Score: -8677184.000000 Penalty: 5335.919922
	Iteration 31Q: 3 clusters Score -8677184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 46512 members 
Entering Unmasked Estep 
Score: -8677182.000000 Penalty: 5335.919922
	Iteration 32Q: 3 clusters Score -8677182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 46517 members 
Entering Unmasked Estep 
Score: -8677185.000000 Penalty: 5335.919922
	Iteration 33Q: 3 clusters Score -8677185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 46521 members 
Entering Unmasked Estep 
Score: -8677189.000000 Penalty: 5335.919922
	Iteration 34Q: 3 clusters Score -8677189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 46524 members 
Entering Unmasked Estep 
Score: -8677188.000000 Penalty: 5335.919922
	Iteration 35Q: 3 clusters Score -8677188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 46527 members 
Entering Unmasked Estep 
Score: -8677186.000000 Penalty: 5335.919922
	Iteration 36Q: 3 clusters Score -8677186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 46529 members 
Entering Unmasked Estep 
Score: -8677195.000000 Penalty: 5335.919922
	Iteration 37Q: 3 clusters Score -8677195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 46529 members 
Entering Unmasked Estep 
Score: -8677193.000000 Penalty: 5335.919922
	Iteration 38Q: 3 clusters Score -8677193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 46531 members 
Entering Unmasked Estep 
Score: -8677200.000000 Penalty: 5335.919922
	Iteration 39Q: 3 clusters Score -8677200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 46532 members 
Entering Unmasked Estep 
Score: -8677197.000000 Penalty: 5335.919922
	Iteration 40F: 3 clusters Score -8677197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 46533 members 
Entering Unmasked Estep 
Score: -8677193.000000 Penalty: 5335.919922
	Iteration 41Q: 3 clusters Score -8677193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 46534 members 
Entering Unmasked Estep 
Score: -8677198.000000 Penalty: 5335.919922
	Iteration 42Q: 3 clusters Score -8677198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 46534 members 
Entering Unmasked Estep 
Score: -8677198.000000 Penalty: 5335.919922
	Iteration 43F: 3 clusters Score -8677198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Entering Unmasked Estep 
Score: -406120.343750 Penalty: 1929.722290
	Iteration 0F: 2 clusters Score -406120.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -403304.000000 Penalty: 3859.444580
	Iteration 0F: 3 clusters Score -403304 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -404105.843750 Penalty: 3859.444580
	Iteration 1F: 3 clusters Score -404105.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -404523.656250 Penalty: 3859.444580
	Iteration 2F: 3 clusters Score -404523.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -404862.156250 Penalty: 3859.444580
	Iteration 3F: 3 clusters Score -404862.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -405074.593750 Penalty: 3859.444580
	Iteration 4F: 3 clusters Score -405074.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -405227.625000 Penalty: 3859.444580
	Iteration 5F: 3 clusters Score -405227.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -405346.593750 Penalty: 3859.444580
	Iteration 6Q: 3 clusters Score -405346.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -405455.812500 Penalty: 3859.444580
	Iteration 7Q: 3 clusters Score -405455.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -405532.031250 Penalty: 3859.444580
	Iteration 8Q: 3 clusters Score -405532 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -405585.625000 Penalty: 3859.444580
	Iteration 9Q: 3 clusters Score -405585.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -405629.812500 Penalty: 3859.444580
	Iteration 10Q: 3 clusters Score -405629.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -405659.812500 Penalty: 3859.444580
	Iteration 11Q: 3 clusters Score -405659.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -405680.218750 Penalty: 3859.444580
	Iteration 12Q: 3 clusters Score -405680.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -405692.875000 Penalty: 3859.444580
	Iteration 13Q: 3 clusters Score -405692.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -405702.000000 Penalty: 3859.444580
	Iteration 14Q: 3 clusters Score -405702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -405707.843750 Penalty: 3859.444580
	Iteration 15Q: 3 clusters Score -405707.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -405714.031250 Penalty: 3859.444580
	Iteration 16Q: 3 clusters Score -405714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -405721.500000 Penalty: 3859.444580
	Iteration 17Q: 3 clusters Score -405721.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -405729.500000 Penalty: 3859.444580
	Iteration 18Q: 3 clusters Score -405729.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -405735.906250 Penalty: 3859.444580
	Iteration 19Q: 3 clusters Score -405735.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -405738.906250 Penalty: 3859.444580
	Iteration 20F: 3 clusters Score -405738.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -405744.156250 Penalty: 3859.444580
	Iteration 21Q: 3 clusters Score -405744.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -405754.093750 Penalty: 3859.444580
	Iteration 22Q: 3 clusters Score -405754.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -405762.093750 Penalty: 3859.444580
	Iteration 23Q: 3 clusters Score -405762.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -405768.406250 Penalty: 3859.444580
	Iteration 24Q: 3 clusters Score -405768.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -405773.062500 Penalty: 3859.444580
	Iteration 25Q: 3 clusters Score -405773.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -405777.875000 Penalty: 3859.444580
	Iteration 26Q: 3 clusters Score -405777.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -405780.718750 Penalty: 3859.444580
	Iteration 27Q: 3 clusters Score -405780.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -405783.281250 Penalty: 3859.444580
	Iteration 28Q: 3 clusters Score -405783.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -405786.937500 Penalty: 3859.444580
	Iteration 29Q: 3 clusters Score -405786.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -405789.500000 Penalty: 3859.444580
	Iteration 30Q: 3 clusters Score -405789.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -405790.531250 Penalty: 3859.444580
	Iteration 31Q: 3 clusters Score -405790.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -405791.062500 Penalty: 3859.444580
	Iteration 32Q: 3 clusters Score -405791.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -405791.062500 Penalty: 3859.444580
	Iteration 33F: 3 clusters Score -405791.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Entering Unmasked Estep 
Score: -130191.234375 Penalty: 1646.689209
	Iteration 0F: 2 clusters Score -130191.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -128472.679688 Penalty: 3293.378418
	Iteration 0F: 3 clusters Score -128472.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -128882.140625 Penalty: 3293.378418
	Iteration 1F: 3 clusters Score -128882.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -129047.703125 Penalty: 3293.378418
	Iteration 2F: 3 clusters Score -129047.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -129121.562500 Penalty: 3293.378418
	Iteration 3Q: 3 clusters Score -129121.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -129168.015625 Penalty: 3293.378418
	Iteration 4Q: 3 clusters Score -129168 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -129210.953125 Penalty: 3293.378418
	Iteration 5Q: 3 clusters Score -129211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -129236.109375 Penalty: 3293.378418
	Iteration 6Q: 3 clusters Score -129236.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -129257.898438 Penalty: 3293.378418
	Iteration 7Q: 3 clusters Score -129257.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -129273.164062 Penalty: 3293.378418
	Iteration 8Q: 3 clusters Score -129273.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -129277.835938 Penalty: 3293.378418
	Iteration 9Q: 3 clusters Score -129277.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -129287.789062 Penalty: 3293.378418
	Iteration 10Q: 3 clusters Score -129287.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -129295.312500 Penalty: 3293.378418
	Iteration 11Q: 3 clusters Score -129295.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -129296.273438 Penalty: 3293.378418
	Iteration 12Q: 3 clusters Score -129296.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -129299.335938 Penalty: 3293.378418
	Iteration 13Q: 3 clusters Score -129299.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -129301.585938 Penalty: 3293.378418
	Iteration 14Q: 3 clusters Score -129301.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -129303.328125 Penalty: 3293.378418
	Iteration 15Q: 3 clusters Score -129303.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -129307.187500 Penalty: 3293.378418
	Iteration 16Q: 3 clusters Score -129307.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -129312.046875 Penalty: 3293.378418
	Iteration 17Q: 3 clusters Score -129312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -129316.015625 Penalty: 3293.378418
	Iteration 18Q: 3 clusters Score -129316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -129319.421875 Penalty: 3293.378418
	Iteration 19Q: 3 clusters Score -129319.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -129322.679688 Penalty: 3293.378418
	Iteration 20F: 3 clusters Score -129322.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -129324.265625 Penalty: 3293.378418
	Iteration 21Q: 3 clusters Score -129324.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -129325.664062 Penalty: 3293.378418
	Iteration 22Q: 3 clusters Score -129325.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -129326.085938 Penalty: 3293.378418
	Iteration 23Q: 3 clusters Score -129326.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -129326.085938 Penalty: 3293.378418
	Iteration 24F: 3 clusters Score -129326.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Entering Unmasked Estep 
Score: -222171.625000 Penalty: 1773.762695
	Iteration 0F: 2 clusters Score -222171.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -220035.343750 Penalty: 3547.525391
	Iteration 0F: 3 clusters Score -220035.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -220575.921875 Penalty: 3547.525391
	Iteration 1F: 3 clusters Score -220575.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -220808.671875 Penalty: 3547.525391
	Iteration 2F: 3 clusters Score -220808.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -220947.640625 Penalty: 3547.525391
	Iteration 3F: 3 clusters Score -220947.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -221040.609375 Penalty: 3547.525391
	Iteration 4F: 3 clusters Score -221040.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -221124.515625 Penalty: 3547.525391
	Iteration 5Q: 3 clusters Score -221124.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -221182.375000 Penalty: 3547.525391
	Iteration 6Q: 3 clusters Score -221182.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -221262.281250 Penalty: 3547.525391
	Iteration 7Q: 3 clusters Score -221262.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -221350.734375 Penalty: 3547.525391
	Iteration 8Q: 3 clusters Score -221350.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -221435.406250 Penalty: 3547.525391
	Iteration 9Q: 3 clusters Score -221435.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -221488.359375 Penalty: 3547.525391
	Iteration 10Q: 3 clusters Score -221488.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -221543.343750 Penalty: 3547.525391
	Iteration 11Q: 3 clusters Score -221543.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -221630.484375 Penalty: 3547.525391
	Iteration 12Q: 3 clusters Score -221630.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -221710.640625 Penalty: 3547.525391
	Iteration 13Q: 3 clusters Score -221710.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -221816.296875 Penalty: 3547.525391
	Iteration 14Q: 3 clusters Score -221816.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -221879.687500 Penalty: 3547.525391
	Iteration 15Q: 3 clusters Score -221879.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -221904.828125 Penalty: 3547.525391
	Iteration 16Q: 3 clusters Score -221904.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -221913.515625 Penalty: 3547.525391
	Iteration 17Q: 3 clusters Score -221913.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -221916.734375 Penalty: 3547.525391
	Iteration 18Q: 3 clusters Score -221916.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -221917.750000 Penalty: 3547.525391
	Iteration 19Q: 3 clusters Score -221917.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -221917.750000 Penalty: 3547.525391
	Iteration 20F: 3 clusters Score -221917.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (33561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Entering Unmasked Estep 
Score: -6141821.500000 Penalty: 2584.437744
	Iteration 0F: 2 clusters Score -6141822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -6119093.000000 Penalty: 5168.875488
	Iteration 0F: 3 clusters Score -6119093 nChanged 15063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -6127581.000000 Penalty: 5168.875488
	Iteration 1F: 3 clusters Score -6127581 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -6128511.000000 Penalty: 5168.875488
	Iteration 2F: 3 clusters Score -6128511 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -6129599.000000 Penalty: 5168.875488
	Iteration 3F: 3 clusters Score -6129599 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -6131048.500000 Penalty: 5168.875488
	Iteration 4F: 3 clusters Score -6131048 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -6132852.500000 Penalty: 5168.875488
	Iteration 5F: 3 clusters Score -6132852 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -6135006.500000 Penalty: 5168.875488
	Iteration 6F: 3 clusters Score -6135006 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -6137056.000000 Penalty: 5168.875488
	Iteration 7F: 3 clusters Score -6137056 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -6138157.500000 Penalty: 5168.875488
	Iteration 8Q: 3 clusters Score -6138158 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -6138575.000000 Penalty: 5168.875488
	Iteration 9Q: 3 clusters Score -6138575 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 25670 members 
Entering Unmasked Estep 
Score: -6138752.500000 Penalty: 5168.875488
	Iteration 10Q: 3 clusters Score -6138752 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -6138871.500000 Penalty: 5168.875488
	Iteration 11Q: 3 clusters Score -6138872 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -6138930.000000 Penalty: 5168.875488
	Iteration 12Q: 3 clusters Score -6138930 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 26422 members 
Entering Unmasked Estep 
Score: -6139012.500000 Penalty: 5168.875488
	Iteration 13Q: 3 clusters Score -6139012 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -6139061.000000 Penalty: 5168.875488
	Iteration 14Q: 3 clusters Score -6139061 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -6139113.000000 Penalty: 5168.875488
	Iteration 15Q: 3 clusters Score -6139113 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -6139144.500000 Penalty: 5168.875488
	Iteration 16Q: 3 clusters Score -6139144 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -6139183.500000 Penalty: 5168.875488
	Iteration 17Q: 3 clusters Score -6139184 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -6139231.000000 Penalty: 5168.875488
	Iteration 18Q: 3 clusters Score -6139231 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 27458 members 
Entering Unmasked Estep 
Score: -6139254.000000 Penalty: 5168.875488
	Iteration 19Q: 3 clusters Score -6139254 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -6139322.000000 Penalty: 5168.875488
	Iteration 20F: 3 clusters Score -6139322 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -6139369.000000 Penalty: 5168.875488
	Iteration 21Q: 3 clusters Score -6139369 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -6139417.000000 Penalty: 5168.875488
	Iteration 22Q: 3 clusters Score -6139417 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -6139433.000000 Penalty: 5168.875488
	Iteration 23Q: 3 clusters Score -6139433 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -6139470.500000 Penalty: 5168.875488
	Iteration 24Q: 3 clusters Score -6139470 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -6139493.000000 Penalty: 5168.875488
	Iteration 25Q: 3 clusters Score -6139493 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -6139512.500000 Penalty: 5168.875488
	Iteration 26Q: 3 clusters Score -6139512 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -6139528.000000 Penalty: 5168.875488
	Iteration 27Q: 3 clusters Score -6139528 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -6139560.500000 Penalty: 5168.875488
	Iteration 28Q: 3 clusters Score -6139560 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -6139562.500000 Penalty: 5168.875488
	Iteration 29Q: 3 clusters Score -6139562 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -6139579.000000 Penalty: 5168.875488
	Iteration 30Q: 3 clusters Score -6139579 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -6139603.500000 Penalty: 5168.875488
	Iteration 31Q: 3 clusters Score -6139604 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -6139620.000000 Penalty: 5168.875488
	Iteration 32Q: 3 clusters Score -6139620 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -6139623.000000 Penalty: 5168.875488
	Iteration 33Q: 3 clusters Score -6139623 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -6139656.000000 Penalty: 5168.875488
	Iteration 34Q: 3 clusters Score -6139656 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -6139656.000000 Penalty: 5168.875488
	Iteration 35Q: 3 clusters Score -6139656 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -6139659.000000 Penalty: 5168.875488
	Iteration 36Q: 3 clusters Score -6139659 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -6139660.000000 Penalty: 5168.875488
	Iteration 37Q: 3 clusters Score -6139660 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -6139685.000000 Penalty: 5168.875488
	Iteration 38Q: 3 clusters Score -6139685 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
Score: -6139684.000000 Penalty: 5168.875488
	Iteration 39Q: 3 clusters Score -6139684 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -6139691.000000 Penalty: 5168.875488
	Iteration 40F: 3 clusters Score -6139691 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -6139706.500000 Penalty: 5168.875488
	Iteration 41Q: 3 clusters Score -6139706 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -6139713.500000 Penalty: 5168.875488
	Iteration 42Q: 3 clusters Score -6139714 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -6139724.000000 Penalty: 5168.875488
	Iteration 43Q: 3 clusters Score -6139724 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -6139730.500000 Penalty: 5168.875488
	Iteration 44Q: 3 clusters Score -6139730 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -6139732.000000 Penalty: 5168.875488
	Iteration 45Q: 3 clusters Score -6139732 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -6139760.500000 Penalty: 5168.875488
	Iteration 46Q: 3 clusters Score -6139760 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -6139771.000000 Penalty: 5168.875488
	Iteration 47Q: 3 clusters Score -6139771 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -6139769.000000 Penalty: 5168.875488
	Iteration 48Q: 3 clusters Score -6139769 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -6139786.000000 Penalty: 5168.875488
	Iteration 49Q: 3 clusters Score -6139786 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -6139799.500000 Penalty: 5168.875488
	Iteration 50Q: 3 clusters Score -6139800 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -6139807.000000 Penalty: 5168.875488
	Iteration 51Q: 3 clusters Score -6139807 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -6139836.000000 Penalty: 5168.875488
	Iteration 52Q: 3 clusters Score -6139836 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -6139836.000000 Penalty: 5168.875488
	Iteration 53Q: 3 clusters Score -6139836 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
Score: -6139841.000000 Penalty: 5168.875488
	Iteration 54Q: 3 clusters Score -6139841 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -6139858.500000 Penalty: 5168.875488
	Iteration 55Q: 3 clusters Score -6139858 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -6139853.000000 Penalty: 5168.875488
	Iteration 56Q: 3 clusters Score -6139853 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -6139871.500000 Penalty: 5168.875488
	Iteration 57Q: 3 clusters Score -6139872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -6139869.500000 Penalty: 5168.875488
	Iteration 58Q: 3 clusters Score -6139870 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -6139884.500000 Penalty: 5168.875488
	Iteration 59Q: 3 clusters Score -6139884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -6139890.000000 Penalty: 5168.875488
	Iteration 60F: 3 clusters Score -6139890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 30118 members 
Entering Unmasked Estep 
Score: -6139902.500000 Penalty: 5168.875488
	Iteration 61Q: 3 clusters Score -6139902 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -6139896.000000 Penalty: 5168.875488
	Iteration 62Q: 3 clusters Score -6139896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 30183 members 
Entering Unmasked Estep 
Score: -6139907.000000 Penalty: 5168.875488
	Iteration 63Q: 3 clusters Score -6139907 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 30213 members 
Entering Unmasked Estep 
Score: -6139913.000000 Penalty: 5168.875488
	Iteration 64Q: 3 clusters Score -6139913 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -6139916.500000 Penalty: 5168.875488
	Iteration 65Q: 3 clusters Score -6139916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -6139910.000000 Penalty: 5168.875488
	Iteration 66Q: 3 clusters Score -6139910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -6139912.500000 Penalty: 5168.875488
	Iteration 67Q: 3 clusters Score -6139912 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -6139921.000000 Penalty: 5168.875488
	Iteration 68Q: 3 clusters Score -6139921 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -6139920.000000 Penalty: 5168.875488
	Iteration 69Q: 3 clusters Score -6139920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -6139923.000000 Penalty: 5168.875488
	Iteration 70Q: 3 clusters Score -6139923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -6139937.500000 Penalty: 5168.875488
	Iteration 71Q: 3 clusters Score -6139938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -6139930.000000 Penalty: 5168.875488
	Iteration 72Q: 3 clusters Score -6139930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -6139930.500000 Penalty: 5168.875488
	Iteration 73Q: 3 clusters Score -6139930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -6139928.500000 Penalty: 5168.875488
	Iteration 74Q: 3 clusters Score -6139928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -6139936.000000 Penalty: 5168.875488
	Iteration 75Q: 3 clusters Score -6139936 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 30395 members 
Entering Unmasked Estep 
Score: -6139931.500000 Penalty: 5168.875488
	Iteration 76Q: 3 clusters Score -6139932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -6139931.500000 Penalty: 5168.875488
	Iteration 77Q: 3 clusters Score -6139932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -6139937.000000 Penalty: 5168.875488
	Iteration 78Q: 3 clusters Score -6139937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -6139938.500000 Penalty: 5168.875488
	Iteration 79Q: 3 clusters Score -6139938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -6139952.000000 Penalty: 5168.875488
	Iteration 80F: 3 clusters Score -6139952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -6139952.000000 Penalty: 5168.875488
	Iteration 81Q: 3 clusters Score -6139952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -6139952.000000 Penalty: 5168.875488
	Iteration 82Q: 3 clusters Score -6139952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -6139947.500000 Penalty: 5168.875488
	Iteration 83Q: 3 clusters Score -6139948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -6139943.500000 Penalty: 5168.875488
	Iteration 84Q: 3 clusters Score -6139944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -6139945.500000 Penalty: 5168.875488
	Iteration 85Q: 3 clusters Score -6139946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -6139948.500000 Penalty: 5168.875488
	Iteration 86Q: 3 clusters Score -6139948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -6139944.500000 Penalty: 5168.875488
	Iteration 87Q: 3 clusters Score -6139944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -6139948.000000 Penalty: 5168.875488
	Iteration 88Q: 3 clusters Score -6139948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -6139948.000000 Penalty: 5168.875488
	Iteration 89F: 3 clusters Score -6139948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Entering Unmasked Estep 
Score: -81562.695312 Penalty: 1601.278809
	Iteration 0F: 2 clusters Score -81562.7 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 313 members 
Entering Unmasked Estep 
Score: -80035.375000 Penalty: 3202.557617
	Iteration 0F: 3 clusters Score -80035.38 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -80410.476562 Penalty: 3202.557617
	Iteration 1F: 3 clusters Score -80410.48 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -80656.546875 Penalty: 3202.557617
	Iteration 2F: 3 clusters Score -80656.55 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -80818.914062 Penalty: 3202.557617
	Iteration 3F: 3 clusters Score -80818.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -80915.875000 Penalty: 3202.557617
	Iteration 4Q: 3 clusters Score -80915.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -81001.929688 Penalty: 3202.557617
	Iteration 5Q: 3 clusters Score -81001.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -81043.867188 Penalty: 3202.557617
	Iteration 6Q: 3 clusters Score -81043.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -81088.101562 Penalty: 3202.557617
	Iteration 7Q: 3 clusters Score -81088.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -81147.007812 Penalty: 3202.557617
	Iteration 8Q: 3 clusters Score -81147.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -81179.921875 Penalty: 3202.557617
	Iteration 9Q: 3 clusters Score -81179.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -81216.289062 Penalty: 3202.557617
	Iteration 10Q: 3 clusters Score -81216.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -81239.750000 Penalty: 3202.557617
	Iteration 11Q: 3 clusters Score -81239.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -81260.187500 Penalty: 3202.557617
	Iteration 12Q: 3 clusters Score -81260.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -81273.171875 Penalty: 3202.557617
	Iteration 13Q: 3 clusters Score -81273.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -81284.703125 Penalty: 3202.557617
	Iteration 14Q: 3 clusters Score -81284.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -81302.648438 Penalty: 3202.557617
	Iteration 15Q: 3 clusters Score -81302.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -81305.921875 Penalty: 3202.557617
	Iteration 16Q: 3 clusters Score -81305.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -81305.921875 Penalty: 3202.557617
	Iteration 17F: 3 clusters Score -81305.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48118 members 
Entering Unmasked Estep 
Score: -8717075.000000 Penalty: 2673.790039
	Iteration 0F: 2 clusters Score -8717075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -8686120.000000 Penalty: 5347.580078
	Iteration 0F: 3 clusters Score -8686120 nChanged 22046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -8698145.000000 Penalty: 5347.580078
	Iteration 1F: 3 clusters Score -8698145 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -8698772.000000 Penalty: 5347.580078
	Iteration 2Q: 3 clusters Score -8698772 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -8699528.000000 Penalty: 5347.580078
	Iteration 3Q: 3 clusters Score -8699528 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -8700457.000000 Penalty: 5347.580078
	Iteration 4Q: 3 clusters Score -8700457 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -8701666.000000 Penalty: 5347.580078
	Iteration 5Q: 3 clusters Score -8701666 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -8702977.000000 Penalty: 5347.580078
	Iteration 6Q: 3 clusters Score -8702977 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25490 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -8704623.000000 Penalty: 5347.580078
	Iteration 7F: 3 clusters Score -8704623 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -8706426.000000 Penalty: 5347.580078
	Iteration 8F: 3 clusters Score -8706426 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 23686 members 
Entering Unmasked Estep 
Score: -8708272.000000 Penalty: 5347.580078
	Iteration 9F: 3 clusters Score -8708272 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -8709968.000000 Penalty: 5347.580078
	Iteration 10F: 3 clusters Score -8709968 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -8711058.000000 Penalty: 5347.580078
	Iteration 11Q: 3 clusters Score -8711058 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -8711624.000000 Penalty: 5347.580078
	Iteration 12Q: 3 clusters Score -8711624 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 27163 members 
Entering Unmasked Estep 
Score: -8712030.000000 Penalty: 5347.580078
	Iteration 13Q: 3 clusters Score -8712030 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -8712393.000000 Penalty: 5347.580078
	Iteration 14Q: 3 clusters Score -8712393 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 28702 members 
Entering Unmasked Estep 
Score: -8712742.000000 Penalty: 5347.580078
	Iteration 15Q: 3 clusters Score -8712742 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -8713018.000000 Penalty: 5347.580078
	Iteration 16Q: 3 clusters Score -8713018 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -8713313.000000 Penalty: 5347.580078
	Iteration 17Q: 3 clusters Score -8713313 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -8713568.000000 Penalty: 5347.580078
	Iteration 18Q: 3 clusters Score -8713568 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -8713744.000000 Penalty: 5347.580078
	Iteration 19Q: 3 clusters Score -8713744 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -8713911.000000 Penalty: 5347.580078
	Iteration 20F: 3 clusters Score -8713911 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -8714081.000000 Penalty: 5347.580078
	Iteration 21Q: 3 clusters Score -8714081 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 32483 members 
Entering Unmasked Estep 
Score: -8714247.000000 Penalty: 5347.580078
	Iteration 22Q: 3 clusters Score -8714247 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -8714352.000000 Penalty: 5347.580078
	Iteration 23Q: 3 clusters Score -8714352 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 33313 members 
Entering Unmasked Estep 
Score: -8714472.000000 Penalty: 5347.580078
	Iteration 24Q: 3 clusters Score -8714472 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -8714594.000000 Penalty: 5347.580078
	Iteration 25Q: 3 clusters Score -8714594 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -8714717.000000 Penalty: 5347.580078
	Iteration 26Q: 3 clusters Score -8714717 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -8714810.000000 Penalty: 5347.580078
	Iteration 27Q: 3 clusters Score -8714810 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 34705 members 
Entering Unmasked Estep 
Score: -8714910.000000 Penalty: 5347.580078
	Iteration 28Q: 3 clusters Score -8714910 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -8715019.000000 Penalty: 5347.580078
	Iteration 29Q: 3 clusters Score -8715019 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -8715111.000000 Penalty: 5347.580078
	Iteration 30Q: 3 clusters Score -8715111 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -8715206.000000 Penalty: 5347.580078
	Iteration 31Q: 3 clusters Score -8715206 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -8715283.000000 Penalty: 5347.580078
	Iteration 32Q: 3 clusters Score -8715283 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -8715352.000000 Penalty: 5347.580078
	Iteration 33Q: 3 clusters Score -8715352 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -8715429.000000 Penalty: 5347.580078
	Iteration 34Q: 3 clusters Score -8715429 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 36595 members 
Entering Unmasked Estep 
Score: -8715490.000000 Penalty: 5347.580078
	Iteration 35Q: 3 clusters Score -8715490 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 36806 members 
Entering Unmasked Estep 
Score: -8715536.000000 Penalty: 5347.580078
	Iteration 36Q: 3 clusters Score -8715536 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -8715553.000000 Penalty: 5347.580078
	Iteration 37Q: 3 clusters Score -8715553 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -8715614.000000 Penalty: 5347.580078
	Iteration 38Q: 3 clusters Score -8715614 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -8715667.000000 Penalty: 5347.580078
	Iteration 39Q: 3 clusters Score -8715667 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -8715699.000000 Penalty: 5347.580078
	Iteration 40F: 3 clusters Score -8715699 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -8715760.000000 Penalty: 5347.580078
	Iteration 41Q: 3 clusters Score -8715760 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 37851 members 
Entering Unmasked Estep 
Score: -8715795.000000 Penalty: 5347.580078
	Iteration 42Q: 3 clusters Score -8715795 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 38012 members 
Entering Unmasked Estep 
Score: -8715859.000000 Penalty: 5347.580078
	Iteration 43Q: 3 clusters Score -8715859 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -8715902.000000 Penalty: 5347.580078
	Iteration 44Q: 3 clusters Score -8715902 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 38297 members 
Entering Unmasked Estep 
Score: -8715917.000000 Penalty: 5347.580078
	Iteration 45Q: 3 clusters Score -8715917 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -8715956.000000 Penalty: 5347.580078
	Iteration 46Q: 3 clusters Score -8715956 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 38573 members 
Entering Unmasked Estep 
Score: -8715963.000000 Penalty: 5347.580078
	Iteration 47Q: 3 clusters Score -8715963 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -8716004.000000 Penalty: 5347.580078
	Iteration 48Q: 3 clusters Score -8716004 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -8716025.000000 Penalty: 5347.580078
	Iteration 49Q: 3 clusters Score -8716025 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
Score: -8716047.000000 Penalty: 5347.580078
	Iteration 50Q: 3 clusters Score -8716047 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 38980 members 
Entering Unmasked Estep 
Score: -8716049.000000 Penalty: 5347.580078
	Iteration 51Q: 3 clusters Score -8716049 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 39070 members 
Entering Unmasked Estep 
Score: -8716096.000000 Penalty: 5347.580078
	Iteration 52Q: 3 clusters Score -8716096 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
Score: -8716108.000000 Penalty: 5347.580078
	Iteration 53Q: 3 clusters Score -8716108 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 39247 members 
Entering Unmasked Estep 
Score: -8716130.000000 Penalty: 5347.580078
	Iteration 54Q: 3 clusters Score -8716130 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -8716154.000000 Penalty: 5347.580078
	Iteration 55Q: 3 clusters Score -8716154 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -8716146.000000 Penalty: 5347.580078
	Iteration 56Q: 3 clusters Score -8716146 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -8716158.000000 Penalty: 5347.580078
	Iteration 57Q: 3 clusters Score -8716158 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 39527 members 
Entering Unmasked Estep 
Score: -8716171.000000 Penalty: 5347.580078
	Iteration 58Q: 3 clusters Score -8716171 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -8716176.000000 Penalty: 5347.580078
	Iteration 59Q: 3 clusters Score -8716176 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
Score: -8716188.000000 Penalty: 5347.580078
	Iteration 60F: 3 clusters Score -8716188 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -8716193.000000 Penalty: 5347.580078
	Iteration 61Q: 3 clusters Score -8716193 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -8716190.000000 Penalty: 5347.580078
	Iteration 62Q: 3 clusters Score -8716190 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 39782 members 
Entering Unmasked Estep 
Score: -8716205.000000 Penalty: 5347.580078
	Iteration 63Q: 3 clusters Score -8716205 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 39837 members 
Entering Unmasked Estep 
Score: -8716222.000000 Penalty: 5347.580078
	Iteration 64Q: 3 clusters Score -8716222 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -8716216.000000 Penalty: 5347.580078
	Iteration 65Q: 3 clusters Score -8716216 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -8716232.000000 Penalty: 5347.580078
	Iteration 66Q: 3 clusters Score -8716232 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -8716250.000000 Penalty: 5347.580078
	Iteration 67Q: 3 clusters Score -8716250 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 40025 members 
Entering Unmasked Estep 
Score: -8716259.000000 Penalty: 5347.580078
	Iteration 68Q: 3 clusters Score -8716259 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 40054 members 
Entering Unmasked Estep 
Score: -8716255.000000 Penalty: 5347.580078
	Iteration 69Q: 3 clusters Score -8716255 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -8716267.000000 Penalty: 5347.580078
	Iteration 70Q: 3 clusters Score -8716267 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -8716272.000000 Penalty: 5347.580078
	Iteration 71Q: 3 clusters Score -8716272 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -8716276.000000 Penalty: 5347.580078
	Iteration 72Q: 3 clusters Score -8716276 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -8716280.000000 Penalty: 5347.580078
	Iteration 73Q: 3 clusters Score -8716280 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 40208 members 
Entering Unmasked Estep 
Score: -8716288.000000 Penalty: 5347.580078
	Iteration 74Q: 3 clusters Score -8716288 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -8716299.000000 Penalty: 5347.580078
	Iteration 75Q: 3 clusters Score -8716299 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -8716313.000000 Penalty: 5347.580078
	Iteration 76Q: 3 clusters Score -8716313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -8716319.000000 Penalty: 5347.580078
	Iteration 77Q: 3 clusters Score -8716319 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 40286 members 
Entering Unmasked Estep 
Score: -8716327.000000 Penalty: 5347.580078
	Iteration 78Q: 3 clusters Score -8716327 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -8716335.000000 Penalty: 5347.580078
	Iteration 79Q: 3 clusters Score -8716335 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 40323 members 
Entering Unmasked Estep 
Score: -8716327.000000 Penalty: 5347.580078
	Iteration 80F: 3 clusters Score -8716327 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 40343 members 
Entering Unmasked Estep 
Score: -8716334.000000 Penalty: 5347.580078
	Iteration 81Q: 3 clusters Score -8716334 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -8716338.000000 Penalty: 5347.580078
	Iteration 82Q: 3 clusters Score -8716338 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -8716342.000000 Penalty: 5347.580078
	Iteration 83Q: 3 clusters Score -8716342 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -8716356.000000 Penalty: 5347.580078
	Iteration 84Q: 3 clusters Score -8716356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
Score: -8716366.000000 Penalty: 5347.580078
	Iteration 85Q: 3 clusters Score -8716366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -8716373.000000 Penalty: 5347.580078
	Iteration 86Q: 3 clusters Score -8716373 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -8716375.000000 Penalty: 5347.580078
	Iteration 87Q: 3 clusters Score -8716375 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -8716380.000000 Penalty: 5347.580078
	Iteration 88Q: 3 clusters Score -8716380 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 40558 members 
Entering Unmasked Estep 
Score: -8716404.000000 Penalty: 5347.580078
	Iteration 89Q: 3 clusters Score -8716404 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -8716381.000000 Penalty: 5347.580078
	Iteration 90Q: 3 clusters Score -8716381 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -8716382.000000 Penalty: 5347.580078
	Iteration 91Q: 3 clusters Score -8716382 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 40680 members 
Entering Unmasked Estep 
Score: -8716405.000000 Penalty: 5347.580078
	Iteration 92Q: 3 clusters Score -8716405 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -8716418.000000 Penalty: 5347.580078
	Iteration 93Q: 3 clusters Score -8716418 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -8716440.000000 Penalty: 5347.580078
	Iteration 94Q: 3 clusters Score -8716440 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -8716441.000000 Penalty: 5347.580078
	Iteration 95Q: 3 clusters Score -8716441 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -8716443.000000 Penalty: 5347.580078
	Iteration 96Q: 3 clusters Score -8716443 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -8716441.000000 Penalty: 5347.580078
	Iteration 97Q: 3 clusters Score -8716441 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -8716443.000000 Penalty: 5347.580078
	Iteration 98Q: 3 clusters Score -8716443 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -8716451.000000 Penalty: 5347.580078
	Iteration 99Q: 3 clusters Score -8716451 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -8716470.000000 Penalty: 5347.580078
	Iteration 100F: 3 clusters Score -8716470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 40970 members 
Entering Unmasked Estep 
Score: -8716477.000000 Penalty: 5347.580078
	Iteration 101Q: 3 clusters Score -8716477 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -8716493.000000 Penalty: 5347.580078
	Iteration 102Q: 3 clusters Score -8716493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -8716499.000000 Penalty: 5347.580078
	Iteration 103Q: 3 clusters Score -8716499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -8716504.000000 Penalty: 5347.580078
	Iteration 104Q: 3 clusters Score -8716504 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
Score: -8716510.000000 Penalty: 5347.580078
	Iteration 105Q: 3 clusters Score -8716510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 41046 members 
Entering Unmasked Estep 
Score: -8716505.000000 Penalty: 5347.580078
	Iteration 106Q: 3 clusters Score -8716505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 41054 members 
Entering Unmasked Estep 
Score: -8716516.000000 Penalty: 5347.580078
	Iteration 107Q: 3 clusters Score -8716516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -8716512.000000 Penalty: 5347.580078
	Iteration 108Q: 3 clusters Score -8716512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -8716503.000000 Penalty: 5347.580078
	Iteration 109Q: 3 clusters Score -8716503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 41061 members 
Entering Unmasked Estep 
Score: -8716503.000000 Penalty: 5347.580078
	Iteration 110Q: 3 clusters Score -8716503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 41061 members 
Entering Unmasked Estep 
Score: -8716503.000000 Penalty: 5347.580078
	Iteration 111F: 3 clusters Score -8716503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Entering Unmasked Estep 
Score: -56513.859375 Penalty: 1493.213745
	Iteration 0F: 2 clusters Score -56513.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -55118.421875 Penalty: 2986.427490
	Iteration 0F: 3 clusters Score -55118.42 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -55375.007812 Penalty: 2986.427490
	Iteration 1F: 3 clusters Score -55375.01 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -55481.601562 Penalty: 2986.427490
	Iteration 2F: 3 clusters Score -55481.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -55536.132812 Penalty: 2986.427490
	Iteration 3Q: 3 clusters Score -55536.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -55542.128906 Penalty: 2986.427490
	Iteration 4Q: 3 clusters Score -55542.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -55559.894531 Penalty: 2986.427490
	Iteration 5Q: 3 clusters Score -55559.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -55584.414062 Penalty: 2986.427490
	Iteration 6Q: 3 clusters Score -55584.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -55599.125000 Penalty: 2986.427490
	Iteration 7Q: 3 clusters Score -55599.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -55603.207031 Penalty: 2986.427490
	Iteration 8Q: 3 clusters Score -55603.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -55607.566406 Penalty: 2986.427490
	Iteration 9Q: 3 clusters Score -55607.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -55626.437500 Penalty: 2986.427490
	Iteration 10Q: 3 clusters Score -55626.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -55639.238281 Penalty: 2986.427490
	Iteration 11Q: 3 clusters Score -55639.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -55644.273438 Penalty: 2986.427490
	Iteration 12Q: 3 clusters Score -55644.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -55655.320312 Penalty: 2986.427490
	Iteration 13Q: 3 clusters Score -55655.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -55666.460938 Penalty: 2986.427490
	Iteration 14Q: 3 clusters Score -55666.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -55670.714844 Penalty: 2986.427490
	Iteration 15Q: 3 clusters Score -55670.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -55673.933594 Penalty: 2986.427490
	Iteration 16Q: 3 clusters Score -55673.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -55679.015625 Penalty: 2986.427490
	Iteration 17Q: 3 clusters Score -55679.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -55679.015625 Penalty: 2986.427490
	Iteration 18F: 3 clusters Score -55679.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (25320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Entering Unmasked Estep 
Score: -4497103.500000 Penalty: 2514.558838
	Iteration 0F: 2 clusters Score -4497104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -4479600.500000 Penalty: 5029.117676
	Iteration 0F: 3 clusters Score -4479600 nChanged 11262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -4485607.000000 Penalty: 5029.117676
	Iteration 1F: 3 clusters Score -4485607 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13014 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -4485986.500000 Penalty: 5029.117676
	Iteration 2Q: 3 clusters Score -4485986 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -4486266.500000 Penalty: 5029.117676
	Iteration 3Q: 3 clusters Score -4486266 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -4486492.000000 Penalty: 5029.117676
	Iteration 4Q: 3 clusters Score -4486492 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -4486647.000000 Penalty: 5029.117676
	Iteration 5Q: 3 clusters Score -4486647 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -4486816.000000 Penalty: 5029.117676
	Iteration 6Q: 3 clusters Score -4486816 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -4486958.500000 Penalty: 5029.117676
	Iteration 7Q: 3 clusters Score -4486958 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -4487123.000000 Penalty: 5029.117676
	Iteration 8Q: 3 clusters Score -4487123 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -4487314.000000 Penalty: 5029.117676
	Iteration 9Q: 3 clusters Score -4487314 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -4487484.500000 Penalty: 5029.117676
	Iteration 10Q: 3 clusters Score -4487484 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -4487704.500000 Penalty: 5029.117676
	Iteration 11Q: 3 clusters Score -4487704 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -4487939.500000 Penalty: 5029.117676
	Iteration 12Q: 3 clusters Score -4487940 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -4488223.000000 Penalty: 5029.117676
	Iteration 13Q: 3 clusters Score -4488223 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -4488606.000000 Penalty: 5029.117676
	Iteration 14Q: 3 clusters Score -4488606 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -4489105.500000 Penalty: 5029.117676
	Iteration 15Q: 3 clusters Score -4489106 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -4489649.500000 Penalty: 5029.117676
	Iteration 16Q: 3 clusters Score -4489650 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -4490405.500000 Penalty: 5029.117676
	Iteration 17Q: 3 clusters Score -4490406 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -4491261.000000 Penalty: 5029.117676
	Iteration 18Q: 3 clusters Score -4491261 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -4492146.000000 Penalty: 5029.117676
	Iteration 19Q: 3 clusters Score -4492146 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -4492936.000000 Penalty: 5029.117676
	Iteration 20F: 3 clusters Score -4492936 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -4493557.000000 Penalty: 5029.117676
	Iteration 21Q: 3 clusters Score -4493557 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -4494026.000000 Penalty: 5029.117676
	Iteration 22Q: 3 clusters Score -4494026 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4494342.000000 Penalty: 5029.117676
	Iteration 23Q: 3 clusters Score -4494342 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4494529.000000 Penalty: 5029.117676
	Iteration 24Q: 3 clusters Score -4494529 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24672 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4494639.500000 Penalty: 5029.117676
	Iteration 25Q: 3 clusters Score -4494640 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24755 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4494714.500000 Penalty: 5029.117676
	Iteration 26Q: 3 clusters Score -4494714 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4494758.500000 Penalty: 5029.117676
	Iteration 27Q: 3 clusters Score -4494758 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4494795.500000 Penalty: 5029.117676
	Iteration 28Q: 3 clusters Score -4494796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -4494842.500000 Penalty: 5029.117676
	Iteration 29Q: 3 clusters Score -4494842 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4494865.500000 Penalty: 5029.117676
	Iteration 30Q: 3 clusters Score -4494866 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4494895.000000 Penalty: 5029.117676
	Iteration 31Q: 3 clusters Score -4494895 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4494912.500000 Penalty: 5029.117676
	Iteration 32Q: 3 clusters Score -4494912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24924 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4494922.500000 Penalty: 5029.117676
	Iteration 33Q: 3 clusters Score -4494922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4494926.500000 Penalty: 5029.117676
	Iteration 34Q: 3 clusters Score -4494926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4494941.500000 Penalty: 5029.117676
	Iteration 35Q: 3 clusters Score -4494942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4494938.500000 Penalty: 5029.117676
	Iteration 36Q: 3 clusters Score -4494938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4494942.500000 Penalty: 5029.117676
	Iteration 37Q: 3 clusters Score -4494942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -4494946.500000 Penalty: 5029.117676
	Iteration 38Q: 3 clusters Score -4494946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -4494948.500000 Penalty: 5029.117676
	Iteration 39Q: 3 clusters Score -4494948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4494946.500000 Penalty: 5029.117676
	Iteration 40F: 3 clusters Score -4494946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -4494949.000000 Penalty: 5029.117676
	Iteration 41Q: 3 clusters Score -4494949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4494948.500000 Penalty: 5029.117676
	Iteration 42Q: 3 clusters Score -4494948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4494950.500000 Penalty: 5029.117676
	Iteration 43Q: 3 clusters Score -4494950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4494948.500000 Penalty: 5029.117676
	Iteration 44Q: 3 clusters Score -4494948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4494948.000000 Penalty: 5029.117676
	Iteration 45Q: 3 clusters Score -4494948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4494948.000000 Penalty: 5029.117676
	Iteration 46F: 3 clusters Score -4494948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (23911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Entering Unmasked Estep 
Score: -4342240.000000 Penalty: 2500.359375
	Iteration 0F: 2 clusters Score -4342240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -4325624.000000 Penalty: 5000.718750
	Iteration 0F: 3 clusters Score -4325624 nChanged 10631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -4331339.000000 Penalty: 5000.718750
	Iteration 1F: 3 clusters Score -4331339 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -4331841.500000 Penalty: 5000.718750
	Iteration 2F: 3 clusters Score -4331842 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -4332262.000000 Penalty: 5000.718750
	Iteration 3Q: 3 clusters Score -4332262 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -4332667.500000 Penalty: 5000.718750
	Iteration 4Q: 3 clusters Score -4332668 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -4333087.500000 Penalty: 5000.718750
	Iteration 5Q: 3 clusters Score -4333088 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -4333530.500000 Penalty: 5000.718750
	Iteration 6Q: 3 clusters Score -4333530 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -4334069.000000 Penalty: 5000.718750
	Iteration 7Q: 3 clusters Score -4334069 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -4334720.500000 Penalty: 5000.718750
	Iteration 8Q: 3 clusters Score -4334720 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -4335627.000000 Penalty: 5000.718750
	Iteration 9F: 3 clusters Score -4335627 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -4336605.000000 Penalty: 5000.718750
	Iteration 10F: 3 clusters Score -4336605 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -4337338.000000 Penalty: 5000.718750
	Iteration 11Q: 3 clusters Score -4337338 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -4337729.000000 Penalty: 5000.718750
	Iteration 12Q: 3 clusters Score -4337729 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -4337956.500000 Penalty: 5000.718750
	Iteration 13Q: 3 clusters Score -4337956 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -4338125.500000 Penalty: 5000.718750
	Iteration 14Q: 3 clusters Score -4338126 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -4338260.000000 Penalty: 5000.718750
	Iteration 15Q: 3 clusters Score -4338260 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -4338390.500000 Penalty: 5000.718750
	Iteration 16Q: 3 clusters Score -4338390 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -4338486.000000 Penalty: 5000.718750
	Iteration 17Q: 3 clusters Score -4338486 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -4338578.000000 Penalty: 5000.718750
	Iteration 18Q: 3 clusters Score -4338578 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 16002 members 
Entering Unmasked Estep 
Score: -4338663.000000 Penalty: 5000.718750
	Iteration 19Q: 3 clusters Score -4338663 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -4338740.000000 Penalty: 5000.718750
	Iteration 20F: 3 clusters Score -4338740 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -4338830.000000 Penalty: 5000.718750
	Iteration 21Q: 3 clusters Score -4338830 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -4338916.000000 Penalty: 5000.718750
	Iteration 22Q: 3 clusters Score -4338916 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -4339004.000000 Penalty: 5000.718750
	Iteration 23Q: 3 clusters Score -4339004 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -4339100.000000 Penalty: 5000.718750
	Iteration 24Q: 3 clusters Score -4339100 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -4339173.000000 Penalty: 5000.718750
	Iteration 25Q: 3 clusters Score -4339173 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -4339233.500000 Penalty: 5000.718750
	Iteration 26Q: 3 clusters Score -4339234 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -4339309.500000 Penalty: 5000.718750
	Iteration 27Q: 3 clusters Score -4339310 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -4339371.500000 Penalty: 5000.718750
	Iteration 28Q: 3 clusters Score -4339372 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -4339423.500000 Penalty: 5000.718750
	Iteration 29Q: 3 clusters Score -4339424 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 18207 members 
Entering Unmasked Estep 
Score: -4339449.000000 Penalty: 5000.718750
	Iteration 30Q: 3 clusters Score -4339449 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -4339480.500000 Penalty: 5000.718750
	Iteration 31Q: 3 clusters Score -4339480 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -4339524.000000 Penalty: 5000.718750
	Iteration 32Q: 3 clusters Score -4339524 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -4339578.000000 Penalty: 5000.718750
	Iteration 33Q: 3 clusters Score -4339578 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -4339618.000000 Penalty: 5000.718750
	Iteration 34Q: 3 clusters Score -4339618 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -4339652.000000 Penalty: 5000.718750
	Iteration 35Q: 3 clusters Score -4339652 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -4339669.500000 Penalty: 5000.718750
	Iteration 36Q: 3 clusters Score -4339670 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -4339702.000000 Penalty: 5000.718750
	Iteration 37Q: 3 clusters Score -4339702 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -4339726.000000 Penalty: 5000.718750
	Iteration 38Q: 3 clusters Score -4339726 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 19298 members 
Entering Unmasked Estep 
Score: -4339746.000000 Penalty: 5000.718750
	Iteration 39Q: 3 clusters Score -4339746 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -4339774.000000 Penalty: 5000.718750
	Iteration 40F: 3 clusters Score -4339774 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -4339803.000000 Penalty: 5000.718750
	Iteration 41Q: 3 clusters Score -4339803 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -4339821.000000 Penalty: 5000.718750
	Iteration 42Q: 3 clusters Score -4339821 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -4339834.500000 Penalty: 5000.718750
	Iteration 43Q: 3 clusters Score -4339834 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -4339854.500000 Penalty: 5000.718750
	Iteration 44Q: 3 clusters Score -4339854 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -4339874.500000 Penalty: 5000.718750
	Iteration 45Q: 3 clusters Score -4339874 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -4339896.000000 Penalty: 5000.718750
	Iteration 46Q: 3 clusters Score -4339896 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -4339909.000000 Penalty: 5000.718750
	Iteration 47Q: 3 clusters Score -4339909 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -4339925.000000 Penalty: 5000.718750
	Iteration 48Q: 3 clusters Score -4339925 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -4339936.500000 Penalty: 5000.718750
	Iteration 49Q: 3 clusters Score -4339936 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -4339945.000000 Penalty: 5000.718750
	Iteration 50Q: 3 clusters Score -4339945 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -4339951.500000 Penalty: 5000.718750
	Iteration 51Q: 3 clusters Score -4339952 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -4339954.500000 Penalty: 5000.718750
	Iteration 52Q: 3 clusters Score -4339954 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -4339956.000000 Penalty: 5000.718750
	Iteration 53Q: 3 clusters Score -4339956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -4339975.000000 Penalty: 5000.718750
	Iteration 54Q: 3 clusters Score -4339975 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -4339982.500000 Penalty: 5000.718750
	Iteration 55Q: 3 clusters Score -4339982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -4339987.000000 Penalty: 5000.718750
	Iteration 56Q: 3 clusters Score -4339987 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -4339980.500000 Penalty: 5000.718750
	Iteration 57Q: 3 clusters Score -4339980 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -4339988.000000 Penalty: 5000.718750
	Iteration 58Q: 3 clusters Score -4339988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -4339994.500000 Penalty: 5000.718750
	Iteration 59Q: 3 clusters Score -4339994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -4339992.000000 Penalty: 5000.718750
	Iteration 60F: 3 clusters Score -4339992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -4339996.000000 Penalty: 5000.718750
	Iteration 61Q: 3 clusters Score -4339996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -4339999.000000 Penalty: 5000.718750
	Iteration 62Q: 3 clusters Score -4339999 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -4339999.500000 Penalty: 5000.718750
	Iteration 63Q: 3 clusters Score -4340000 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -4340012.000000 Penalty: 5000.718750
	Iteration 64Q: 3 clusters Score -4340012 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -4340025.000000 Penalty: 5000.718750
	Iteration 65Q: 3 clusters Score -4340025 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -4340025.000000 Penalty: 5000.718750
	Iteration 66Q: 3 clusters Score -4340025 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -4340039.500000 Penalty: 5000.718750
	Iteration 67Q: 3 clusters Score -4340040 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -4340050.000000 Penalty: 5000.718750
	Iteration 68Q: 3 clusters Score -4340050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -4340040.500000 Penalty: 5000.718750
	Iteration 69Q: 3 clusters Score -4340040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -4340051.500000 Penalty: 5000.718750
	Iteration 70Q: 3 clusters Score -4340052 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -4340051.000000 Penalty: 5000.718750
	Iteration 71Q: 3 clusters Score -4340051 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -4340063.000000 Penalty: 5000.718750
	Iteration 72Q: 3 clusters Score -4340063 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -4340061.500000 Penalty: 5000.718750
	Iteration 73Q: 3 clusters Score -4340062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -4340062.000000 Penalty: 5000.718750
	Iteration 74Q: 3 clusters Score -4340062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -4340063.500000 Penalty: 5000.718750
	Iteration 75Q: 3 clusters Score -4340064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -4340060.500000 Penalty: 5000.718750
	Iteration 76Q: 3 clusters Score -4340060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -4340062.000000 Penalty: 5000.718750
	Iteration 77Q: 3 clusters Score -4340062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -4340062.000000 Penalty: 5000.718750
	Iteration 78F: 3 clusters Score -4340062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (47784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47784 members 
Entering Unmasked Estep 
Score: -8802123.000000 Penalty: 2672.062744
	Iteration 0F: 2 clusters Score -8802123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -8771886.000000 Penalty: 5344.125488
	Iteration 0F: 3 clusters Score -8771886 nChanged 22079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -8784240.000000 Penalty: 5344.125488
	Iteration 1F: 3 clusters Score -8784240 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -8784844.000000 Penalty: 5344.125488
	Iteration 2Q: 3 clusters Score -8784844 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -8785517.000000 Penalty: 5344.125488
	Iteration 3Q: 3 clusters Score -8785517 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -8786207.000000 Penalty: 5344.125488
	Iteration 4Q: 3 clusters Score -8786207 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -8787141.000000 Penalty: 5344.125488
	Iteration 5Q: 3 clusters Score -8787141 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -8788339.000000 Penalty: 5344.125488
	Iteration 6Q: 3 clusters Score -8788339 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -8789837.000000 Penalty: 5344.125488
	Iteration 7F: 3 clusters Score -8789837 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -8791768.000000 Penalty: 5344.125488
	Iteration 8F: 3 clusters Score -8791768 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 36507 members 
Entering Unmasked Estep 
Score: -8793815.000000 Penalty: 5344.125488
	Iteration 9F: 3 clusters Score -8793815 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -8795373.000000 Penalty: 5344.125488
	Iteration 10Q: 3 clusters Score -8795373 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 39998 members 
Entering Unmasked Estep 
Score: -8796475.000000 Penalty: 5344.125488
	Iteration 11Q: 3 clusters Score -8796475 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 41230 members 
Entering Unmasked Estep 
Score: -8797309.000000 Penalty: 5344.125488
	Iteration 12Q: 3 clusters Score -8797309 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 42210 members 
Entering Unmasked Estep 
Score: -8797855.000000 Penalty: 5344.125488
	Iteration 13Q: 3 clusters Score -8797855 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 43042 members 
Entering Unmasked Estep 
Score: -8798270.000000 Penalty: 5344.125488
	Iteration 14Q: 3 clusters Score -8798270 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 43802 members 
Entering Unmasked Estep 
Score: -8798646.000000 Penalty: 5344.125488
	Iteration 15Q: 3 clusters Score -8798646 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 44423 members 
Entering Unmasked Estep 
Score: -8798855.000000 Penalty: 5344.125488
	Iteration 16Q: 3 clusters Score -8798855 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 44953 members 
Entering Unmasked Estep 
Score: -8799044.000000 Penalty: 5344.125488
	Iteration 17Q: 3 clusters Score -8799044 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 45412 members 
Entering Unmasked Estep 
Score: -8799225.000000 Penalty: 5344.125488
	Iteration 18Q: 3 clusters Score -8799225 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -8799360.000000 Penalty: 5344.125488
	Iteration 19Q: 3 clusters Score -8799360 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 46148 members 
Entering Unmasked Estep 
Score: -8799436.000000 Penalty: 5344.125488
	Iteration 20F: 3 clusters Score -8799436 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -8799510.000000 Penalty: 5344.125488
	Iteration 21Q: 3 clusters Score -8799510 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 46574 members 
Entering Unmasked Estep 
Score: -8799571.000000 Penalty: 5344.125488
	Iteration 22Q: 3 clusters Score -8799571 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 46715 members 
Entering Unmasked Estep 
Score: -8799599.000000 Penalty: 5344.125488
	Iteration 23Q: 3 clusters Score -8799599 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 46832 members 
Entering Unmasked Estep 
Score: -8799665.000000 Penalty: 5344.125488
	Iteration 24Q: 3 clusters Score -8799665 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 46923 members 
Entering Unmasked Estep 
Score: -8799719.000000 Penalty: 5344.125488
	Iteration 25Q: 3 clusters Score -8799719 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 46981 members 
Entering Unmasked Estep 
Score: -8799735.000000 Penalty: 5344.125488
	Iteration 26Q: 3 clusters Score -8799735 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 47019 members 
Entering Unmasked Estep 
Score: -8799763.000000 Penalty: 5344.125488
	Iteration 27Q: 3 clusters Score -8799763 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 47063 members 
Entering Unmasked Estep 
Score: -8799803.000000 Penalty: 5344.125488
	Iteration 28Q: 3 clusters Score -8799803 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 47100 members 
Entering Unmasked Estep 
Score: -8799827.000000 Penalty: 5344.125488
	Iteration 29Q: 3 clusters Score -8799827 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 47127 members 
Entering Unmasked Estep 
Score: -8799841.000000 Penalty: 5344.125488
	Iteration 30Q: 3 clusters Score -8799841 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 47147 members 
Entering Unmasked Estep 
Score: -8799868.000000 Penalty: 5344.125488
	Iteration 31Q: 3 clusters Score -8799868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 47165 members 
Entering Unmasked Estep 
Score: -8799879.000000 Penalty: 5344.125488
	Iteration 32Q: 3 clusters Score -8799879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 47177 members 
Entering Unmasked Estep 
Score: -8799890.000000 Penalty: 5344.125488
	Iteration 33Q: 3 clusters Score -8799890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 47190 members 
Entering Unmasked Estep 
Score: -8799889.000000 Penalty: 5344.125488
	Iteration 34Q: 3 clusters Score -8799889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 47204 members 
Entering Unmasked Estep 
Score: -8799896.000000 Penalty: 5344.125488
	Iteration 35Q: 3 clusters Score -8799896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 47213 members 
Entering Unmasked Estep 
Score: -8799894.000000 Penalty: 5344.125488
	Iteration 36Q: 3 clusters Score -8799894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 47221 members 
Entering Unmasked Estep 
Score: -8799907.000000 Penalty: 5344.125488
	Iteration 37Q: 3 clusters Score -8799907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 47226 members 
Entering Unmasked Estep 
Score: -8799908.000000 Penalty: 5344.125488
	Iteration 38Q: 3 clusters Score -8799908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 47228 members 
Entering Unmasked Estep 
Score: -8799917.000000 Penalty: 5344.125488
	Iteration 39Q: 3 clusters Score -8799917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 47231 members 
Entering Unmasked Estep 
Score: -8799920.000000 Penalty: 5344.125488
	Iteration 40F: 3 clusters Score -8799920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 47233 members 
Entering Unmasked Estep 
Score: -8799917.000000 Penalty: 5344.125488
	Iteration 41Q: 3 clusters Score -8799917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 47233 members 
Entering Unmasked Estep 
Score: -8799917.000000 Penalty: 5344.125488
	Iteration 42F: 3 clusters Score -8799917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (46407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46407 members 
Entering Unmasked Estep 
Score: -8539150.000000 Penalty: 2664.811035
	Iteration 0F: 2 clusters Score -8539150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -8509657.000000 Penalty: 5329.622070
	Iteration 0F: 3 clusters Score -8509657 nChanged 21387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -8521391.000000 Penalty: 5329.622070
	Iteration 1F: 3 clusters Score -8521391 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -8521907.000000 Penalty: 5329.622070
	Iteration 2Q: 3 clusters Score -8521907 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -8522416.000000 Penalty: 5329.622070
	Iteration 3Q: 3 clusters Score -8522416 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -8522878.000000 Penalty: 5329.622070
	Iteration 4Q: 3 clusters Score -8522878 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -8523235.000000 Penalty: 5329.622070
	Iteration 5Q: 3 clusters Score -8523235 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -8523646.000000 Penalty: 5329.622070
	Iteration 6Q: 3 clusters Score -8523646 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -8524002.000000 Penalty: 5329.622070
	Iteration 7Q: 3 clusters Score -8524002 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -8524460.000000 Penalty: 5329.622070
	Iteration 8Q: 3 clusters Score -8524460 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -8525037.000000 Penalty: 5329.622070
	Iteration 9Q: 3 clusters Score -8525037 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -8525788.000000 Penalty: 5329.622070
	Iteration 10Q: 3 clusters Score -8525788 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -8526951.000000 Penalty: 5329.622070
	Iteration 11Q: 3 clusters Score -8526951 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 34677 members 
Entering Unmasked Estep 
Score: -8528692.000000 Penalty: 5329.622070
	Iteration 12F: 3 clusters Score -8528692 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -8530828.000000 Penalty: 5329.622070
	Iteration 13F: 3 clusters Score -8530828 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -8533099.000000 Penalty: 5329.622070
	Iteration 14F: 3 clusters Score -8533099 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 42890 members 
Entering Unmasked Estep 
Score: -8534871.000000 Penalty: 5329.622070
	Iteration 15F: 3 clusters Score -8534871 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 44538 members 
Entering Unmasked Estep 
Score: -8535917.000000 Penalty: 5329.622070
	Iteration 16Q: 3 clusters Score -8535917 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 45372 members 
Entering Unmasked Estep 
Score: -8536422.000000 Penalty: 5329.622070
	Iteration 17Q: 3 clusters Score -8536422 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 45749 members 
Entering Unmasked Estep 
Score: -8536586.000000 Penalty: 5329.622070
	Iteration 18Q: 3 clusters Score -8536586 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 45908 members 
Entering Unmasked Estep 
Score: -8536648.000000 Penalty: 5329.622070
	Iteration 19Q: 3 clusters Score -8536648 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 46002 members 
Entering Unmasked Estep 
Score: -8536753.000000 Penalty: 5329.622070
	Iteration 20F: 3 clusters Score -8536753 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 46050 members 
Entering Unmasked Estep 
Score: -8536809.000000 Penalty: 5329.622070
	Iteration 21Q: 3 clusters Score -8536809 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -8536849.000000 Penalty: 5329.622070
	Iteration 22Q: 3 clusters Score -8536849 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 46096 members 
Entering Unmasked Estep 
Score: -8536865.000000 Penalty: 5329.622070
	Iteration 23Q: 3 clusters Score -8536865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -8536883.000000 Penalty: 5329.622070
	Iteration 24Q: 3 clusters Score -8536883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 46106 members 
Entering Unmasked Estep 
Score: -8536893.000000 Penalty: 5329.622070
	Iteration 25Q: 3 clusters Score -8536893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -8536896.000000 Penalty: 5329.622070
	Iteration 26Q: 3 clusters Score -8536896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 46113 members 
Entering Unmasked Estep 
Score: -8536898.000000 Penalty: 5329.622070
	Iteration 27Q: 3 clusters Score -8536898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -8536893.000000 Penalty: 5329.622070
	Iteration 28Q: 3 clusters Score -8536893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -8536908.000000 Penalty: 5329.622070
	Iteration 29Q: 3 clusters Score -8536908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -8536906.000000 Penalty: 5329.622070
	Iteration 30Q: 3 clusters Score -8536906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 46118 members 
Entering Unmasked Estep 
Score: -8536910.000000 Penalty: 5329.622070
	Iteration 31Q: 3 clusters Score -8536910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 46118 members 
Entering Unmasked Estep 
Score: -8536910.000000 Penalty: 5329.622070
	Iteration 32F: 3 clusters Score -8536910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (46494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46494 members 
Entering Unmasked Estep 
Score: -8545451.000000 Penalty: 2665.275635
	Iteration 0F: 2 clusters Score -8545451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -8515165.000000 Penalty: 5330.551270
	Iteration 0F: 3 clusters Score -8515165 nChanged 21566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -8526946.000000 Penalty: 5330.551270
	Iteration 1F: 3 clusters Score -8526946 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -8527597.000000 Penalty: 5330.551270
	Iteration 2Q: 3 clusters Score -8527597 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -8528185.000000 Penalty: 5330.551270
	Iteration 3Q: 3 clusters Score -8528185 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -8528910.000000 Penalty: 5330.551270
	Iteration 4Q: 3 clusters Score -8528910 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -8529898.000000 Penalty: 5330.551270
	Iteration 5Q: 3 clusters Score -8529898 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -8531309.000000 Penalty: 5330.551270
	Iteration 6F: 3 clusters Score -8531309 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -8533079.000000 Penalty: 5330.551270
	Iteration 7F: 3 clusters Score -8533079 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -8535375.000000 Penalty: 5330.551270
	Iteration 8F: 3 clusters Score -8535375 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -8537779.000000 Penalty: 5330.551270
	Iteration 9F: 3 clusters Score -8537779 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41271 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -8539869.000000 Penalty: 5330.551270
	Iteration 10F: 3 clusters Score -8539869 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -8541448.000000 Penalty: 5330.551270
	Iteration 11Q: 3 clusters Score -8541448 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44491 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -8542359.000000 Penalty: 5330.551270
	Iteration 12Q: 3 clusters Score -8542359 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -8542738.000000 Penalty: 5330.551270
	Iteration 13Q: 3 clusters Score -8542738 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45692 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -8542955.000000 Penalty: 5330.551270
	Iteration 14Q: 3 clusters Score -8542955 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45914 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8543067.000000 Penalty: 5330.551270
	Iteration 15Q: 3 clusters Score -8543067 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46014 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -8543131.000000 Penalty: 5330.551270
	Iteration 16Q: 3 clusters Score -8543131 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46080 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8543193.000000 Penalty: 5330.551270
	Iteration 17Q: 3 clusters Score -8543193 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46118 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8543201.000000 Penalty: 5330.551270
	Iteration 18Q: 3 clusters Score -8543201 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46139 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8543214.000000 Penalty: 5330.551270
	Iteration 19Q: 3 clusters Score -8543214 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46152 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -8543230.000000 Penalty: 5330.551270
	Iteration 20F: 3 clusters Score -8543230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46164 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8543241.000000 Penalty: 5330.551270
	Iteration 21Q: 3 clusters Score -8543241 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46171 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8543252.000000 Penalty: 5330.551270
	Iteration 22Q: 3 clusters Score -8543252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46179 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8543257.000000 Penalty: 5330.551270
	Iteration 23Q: 3 clusters Score -8543257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46186 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8543268.000000 Penalty: 5330.551270
	Iteration 24Q: 3 clusters Score -8543268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46190 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8543274.000000 Penalty: 5330.551270
	Iteration 25Q: 3 clusters Score -8543274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46194 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8543280.000000 Penalty: 5330.551270
	Iteration 26Q: 3 clusters Score -8543280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8543289.000000 Penalty: 5330.551270
	Iteration 27Q: 3 clusters Score -8543289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46199 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8543295.000000 Penalty: 5330.551270
	Iteration 28Q: 3 clusters Score -8543295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46201 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8543292.000000 Penalty: 5330.551270
	Iteration 29Q: 3 clusters Score -8543292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46203 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -8543289.000000 Penalty: 5330.551270
	Iteration 30Q: 3 clusters Score -8543289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46204 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8543293.000000 Penalty: 5330.551270
	Iteration 31Q: 3 clusters Score -8543293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46204 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8543293.000000 Penalty: 5330.551270
	Iteration 32F: 3 clusters Score -8543293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (48150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48150 members 
Entering Unmasked Estep 
Score: -8821719.000000 Penalty: 2673.955078
	Iteration 0F: 2 clusters Score -8821719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -8791649.000000 Penalty: 5347.910156
	Iteration 0F: 3 clusters Score -8791649 nChanged 22069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -8803745.000000 Penalty: 5347.910156
	Iteration 1F: 3 clusters Score -8803745 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -8804162.000000 Penalty: 5347.910156
	Iteration 2Q: 3 clusters Score -8804162 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -8804661.000000 Penalty: 5347.910156
	Iteration 3Q: 3 clusters Score -8804661 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -8805238.000000 Penalty: 5347.910156
	Iteration 4Q: 3 clusters Score -8805238 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -8805960.000000 Penalty: 5347.910156
	Iteration 5Q: 3 clusters Score -8805960 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -8806972.000000 Penalty: 5347.910156
	Iteration 6Q: 3 clusters Score -8806972 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -8808456.000000 Penalty: 5347.910156
	Iteration 7F: 3 clusters Score -8808456 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -8810655.000000 Penalty: 5347.910156
	Iteration 8F: 3 clusters Score -8810655 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -8813283.000000 Penalty: 5347.910156
	Iteration 9F: 3 clusters Score -8813283 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -8815603.000000 Penalty: 5347.910156
	Iteration 10F: 3 clusters Score -8815603 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42299 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -8817273.000000 Penalty: 5347.910156
	Iteration 11Q: 3 clusters Score -8817273 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43677 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -8818379.000000 Penalty: 5347.910156
	Iteration 12Q: 3 clusters Score -8818379 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -8819019.000000 Penalty: 5347.910156
	Iteration 13Q: 3 clusters Score -8819019 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -8819321.000000 Penalty: 5347.910156
	Iteration 14Q: 3 clusters Score -8819321 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45313 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -8819407.000000 Penalty: 5347.910156
	Iteration 15Q: 3 clusters Score -8819407 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -8819513.000000 Penalty: 5347.910156
	Iteration 16Q: 3 clusters Score -8819513 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45738 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -8819592.000000 Penalty: 5347.910156
	Iteration 17Q: 3 clusters Score -8819592 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -8819616.000000 Penalty: 5347.910156
	Iteration 18Q: 3 clusters Score -8819616 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -8819657.000000 Penalty: 5347.910156
	Iteration 19Q: 3 clusters Score -8819657 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46122 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -8819680.000000 Penalty: 5347.910156
	Iteration 20F: 3 clusters Score -8819680 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46206 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -8819693.000000 Penalty: 5347.910156
	Iteration 21Q: 3 clusters Score -8819693 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46282 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -8819693.000000 Penalty: 5347.910156
	Iteration 22Q: 3 clusters Score -8819693 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46342 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -8819702.000000 Penalty: 5347.910156
	Iteration 23Q: 3 clusters Score -8819702 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46397 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -8819701.000000 Penalty: 5347.910156
	Iteration 24Q: 3 clusters Score -8819701 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46457 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -8819697.000000 Penalty: 5347.910156
	Iteration 25Q: 3 clusters Score -8819697 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46505 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -8819692.000000 Penalty: 5347.910156
	Iteration 26Q: 3 clusters Score -8819692 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46553 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -8819695.000000 Penalty: 5347.910156
	Iteration 27Q: 3 clusters Score -8819695 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -8819716.000000 Penalty: 5347.910156
	Iteration 28Q: 3 clusters Score -8819716 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46660 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -8819730.000000 Penalty: 5347.910156
	Iteration 29Q: 3 clusters Score -8819730 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46707 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -8819745.000000 Penalty: 5347.910156
	Iteration 30Q: 3 clusters Score -8819745 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46750 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -8819754.000000 Penalty: 5347.910156
	Iteration 31Q: 3 clusters Score -8819754 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46782 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -8819764.000000 Penalty: 5347.910156
	Iteration 32Q: 3 clusters Score -8819764 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46814 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -8819766.000000 Penalty: 5347.910156
	Iteration 33Q: 3 clusters Score -8819766 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46833 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -8819768.000000 Penalty: 5347.910156
	Iteration 34Q: 3 clusters Score -8819768 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46855 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -8819775.000000 Penalty: 5347.910156
	Iteration 35Q: 3 clusters Score -8819775 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46874 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -8819770.000000 Penalty: 5347.910156
	Iteration 36Q: 3 clusters Score -8819770 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -8819771.000000 Penalty: 5347.910156
	Iteration 37Q: 3 clusters Score -8819771 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -8819771.000000 Penalty: 5347.910156
	Iteration 38Q: 3 clusters Score -8819771 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -8819770.000000 Penalty: 5347.910156
	Iteration 39Q: 3 clusters Score -8819770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46939 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -8819768.000000 Penalty: 5347.910156
	Iteration 40F: 3 clusters Score -8819768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46958 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -8819760.000000 Penalty: 5347.910156
	Iteration 41Q: 3 clusters Score -8819760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46970 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -8819755.000000 Penalty: 5347.910156
	Iteration 42Q: 3 clusters Score -8819755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -8819753.000000 Penalty: 5347.910156
	Iteration 43Q: 3 clusters Score -8819753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46986 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -8819765.000000 Penalty: 5347.910156
	Iteration 44Q: 3 clusters Score -8819765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46998 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -8819762.000000 Penalty: 5347.910156
	Iteration 45Q: 3 clusters Score -8819762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -8819764.000000 Penalty: 5347.910156
	Iteration 46Q: 3 clusters Score -8819764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -8819780.000000 Penalty: 5347.910156
	Iteration 47Q: 3 clusters Score -8819780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47023 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -8819772.000000 Penalty: 5347.910156
	Iteration 48Q: 3 clusters Score -8819772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -8819759.000000 Penalty: 5347.910156
	Iteration 49Q: 3 clusters Score -8819759 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47034 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -8819758.000000 Penalty: 5347.910156
	Iteration 50Q: 3 clusters Score -8819758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47040 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -8819767.000000 Penalty: 5347.910156
	Iteration 51Q: 3 clusters Score -8819767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -8819763.000000 Penalty: 5347.910156
	Iteration 52Q: 3 clusters Score -8819763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47053 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -8819767.000000 Penalty: 5347.910156
	Iteration 53Q: 3 clusters Score -8819767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47060 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -8819770.000000 Penalty: 5347.910156
	Iteration 54Q: 3 clusters Score -8819770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47066 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -8819768.000000 Penalty: 5347.910156
	Iteration 55Q: 3 clusters Score -8819768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47074 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -8819779.000000 Penalty: 5347.910156
	Iteration 56Q: 3 clusters Score -8819779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47081 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -8819782.000000 Penalty: 5347.910156
	Iteration 57Q: 3 clusters Score -8819782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47088 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -8819776.000000 Penalty: 5347.910156
	Iteration 58Q: 3 clusters Score -8819776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47094 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -8819772.000000 Penalty: 5347.910156
	Iteration 59Q: 3 clusters Score -8819772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47100 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -8819767.000000 Penalty: 5347.910156
	Iteration 60F: 3 clusters Score -8819767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47103 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -8819770.000000 Penalty: 5347.910156
	Iteration 61Q: 3 clusters Score -8819770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47109 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -8819767.000000 Penalty: 5347.910156
	Iteration 62Q: 3 clusters Score -8819767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -8819774.000000 Penalty: 5347.910156
	Iteration 63Q: 3 clusters Score -8819774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47113 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -8819781.000000 Penalty: 5347.910156
	Iteration 64Q: 3 clusters Score -8819781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47113 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -8819781.000000 Penalty: 5347.910156
	Iteration 65F: 3 clusters Score -8819781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Entering Unmasked Estep 
Score: -1946150.625000 Penalty: 2300.804688
	Iteration 0F: 2 clusters Score -1946151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1938065.875000 Penalty: 4601.609375
	Iteration 0F: 3 clusters Score -1938066 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1940347.625000 Penalty: 4601.609375
	Iteration 1F: 3 clusters Score -1940348 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1940748.000000 Penalty: 4601.609375
	Iteration 2F: 3 clusters Score -1940748 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1941242.625000 Penalty: 4601.609375
	Iteration 3F: 3 clusters Score -1941243 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1941818.250000 Penalty: 4601.609375
	Iteration 4F: 3 clusters Score -1941818 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1942441.375000 Penalty: 4601.609375
	Iteration 5F: 3 clusters Score -1942441 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1943055.625000 Penalty: 4601.609375
	Iteration 6F: 3 clusters Score -1943056 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1943605.375000 Penalty: 4601.609375
	Iteration 7F: 3 clusters Score -1943605 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1944088.500000 Penalty: 4601.609375
	Iteration 8F: 3 clusters Score -1944088 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1944444.875000 Penalty: 4601.609375
	Iteration 9Q: 3 clusters Score -1944445 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1944692.500000 Penalty: 4601.609375
	Iteration 10Q: 3 clusters Score -1944692 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1944847.625000 Penalty: 4601.609375
	Iteration 11Q: 3 clusters Score -1944848 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1944919.250000 Penalty: 4601.609375
	Iteration 12Q: 3 clusters Score -1944919 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1944960.750000 Penalty: 4601.609375
	Iteration 13Q: 3 clusters Score -1944961 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1944991.625000 Penalty: 4601.609375
	Iteration 14Q: 3 clusters Score -1944992 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1945020.000000 Penalty: 4601.609375
	Iteration 15Q: 3 clusters Score -1945020 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1945038.375000 Penalty: 4601.609375
	Iteration 16Q: 3 clusters Score -1945038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1945043.125000 Penalty: 4601.609375
	Iteration 17Q: 3 clusters Score -1945043 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1945048.000000 Penalty: 4601.609375
	Iteration 18Q: 3 clusters Score -1945048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1945055.500000 Penalty: 4601.609375
	Iteration 19Q: 3 clusters Score -1945056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1945058.750000 Penalty: 4601.609375
	Iteration 20F: 3 clusters Score -1945059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1945067.250000 Penalty: 4601.609375
	Iteration 21Q: 3 clusters Score -1945067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1945067.500000 Penalty: 4601.609375
	Iteration 22Q: 3 clusters Score -1945068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1945068.250000 Penalty: 4601.609375
	Iteration 23Q: 3 clusters Score -1945068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1945070.375000 Penalty: 4601.609375
	Iteration 24Q: 3 clusters Score -1945070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1945075.375000 Penalty: 4601.609375
	Iteration 25Q: 3 clusters Score -1945075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1945080.125000 Penalty: 4601.609375
	Iteration 26Q: 3 clusters Score -1945080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1945080.375000 Penalty: 4601.609375
	Iteration 27Q: 3 clusters Score -1945080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1945082.750000 Penalty: 4601.609375
	Iteration 28Q: 3 clusters Score -1945083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1945084.125000 Penalty: 4601.609375
	Iteration 29Q: 3 clusters Score -1945084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1945087.500000 Penalty: 4601.609375
	Iteration 30Q: 3 clusters Score -1945088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1945087.500000 Penalty: 4601.609375
	Iteration 31F: 3 clusters Score -1945088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (10937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Entering Unmasked Estep 
Score: -1999077.625000 Penalty: 2306.376953
	Iteration 0F: 2 clusters Score -1999078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1990760.000000 Penalty: 4612.753906
	Iteration 0F: 3 clusters Score -1990760 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1993233.625000 Penalty: 4612.753906
	Iteration 1F: 3 clusters Score -1993234 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1993599.125000 Penalty: 4612.753906
	Iteration 2F: 3 clusters Score -1993599 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1993995.875000 Penalty: 4612.753906
	Iteration 3F: 3 clusters Score -1993996 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1994466.375000 Penalty: 4612.753906
	Iteration 4F: 3 clusters Score -1994466 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1994984.375000 Penalty: 4612.753906
	Iteration 5F: 3 clusters Score -1994984 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1995542.875000 Penalty: 4612.753906
	Iteration 6F: 3 clusters Score -1995543 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1996128.250000 Penalty: 4612.753906
	Iteration 7F: 3 clusters Score -1996128 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1996723.375000 Penalty: 4612.753906
	Iteration 8F: 3 clusters Score -1996723 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1997257.500000 Penalty: 4612.753906
	Iteration 9F: 3 clusters Score -1997258 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1997662.875000 Penalty: 4612.753906
	Iteration 10Q: 3 clusters Score -1997663 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1997867.250000 Penalty: 4612.753906
	Iteration 11Q: 3 clusters Score -1997867 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1997992.875000 Penalty: 4612.753906
	Iteration 12Q: 3 clusters Score -1997993 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1998045.500000 Penalty: 4612.753906
	Iteration 13Q: 3 clusters Score -1998046 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1998078.625000 Penalty: 4612.753906
	Iteration 14Q: 3 clusters Score -1998079 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1998093.625000 Penalty: 4612.753906
	Iteration 15Q: 3 clusters Score -1998094 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1998102.125000 Penalty: 4612.753906
	Iteration 16Q: 3 clusters Score -1998102 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1998109.625000 Penalty: 4612.753906
	Iteration 17Q: 3 clusters Score -1998110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1998118.500000 Penalty: 4612.753906
	Iteration 18Q: 3 clusters Score -1998118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1998121.875000 Penalty: 4612.753906
	Iteration 19Q: 3 clusters Score -1998122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1998121.625000 Penalty: 4612.753906
	Iteration 20F: 3 clusters Score -1998122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1998121.500000 Penalty: 4612.753906
	Iteration 21Q: 3 clusters Score -1998122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1998124.500000 Penalty: 4612.753906
	Iteration 22Q: 3 clusters Score -1998124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1998124.750000 Penalty: 4612.753906
	Iteration 23Q: 3 clusters Score -1998125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1998125.875000 Penalty: 4612.753906
	Iteration 24Q: 3 clusters Score -1998126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1998131.875000 Penalty: 4612.753906
	Iteration 25Q: 3 clusters Score -1998132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1998130.375000 Penalty: 4612.753906
	Iteration 26Q: 3 clusters Score -1998130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1998130.250000 Penalty: 4612.753906
	Iteration 27Q: 3 clusters Score -1998130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1998135.250000 Penalty: 4612.753906
	Iteration 28Q: 3 clusters Score -1998135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1998136.750000 Penalty: 4612.753906
	Iteration 29Q: 3 clusters Score -1998137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1998132.000000 Penalty: 4612.753906
	Iteration 30Q: 3 clusters Score -1998132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1998136.875000 Penalty: 4612.753906
	Iteration 31Q: 3 clusters Score -1998137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1998141.250000 Penalty: 4612.753906
	Iteration 32Q: 3 clusters Score -1998141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1998142.750000 Penalty: 4612.753906
	Iteration 33Q: 3 clusters Score -1998143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1998148.000000 Penalty: 4612.753906
	Iteration 34Q: 3 clusters Score -1998148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1998145.875000 Penalty: 4612.753906
	Iteration 35Q: 3 clusters Score -1998146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1998148.375000 Penalty: 4612.753906
	Iteration 36Q: 3 clusters Score -1998148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1998150.250000 Penalty: 4612.753906
	Iteration 37Q: 3 clusters Score -1998150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1998148.500000 Penalty: 4612.753906
	Iteration 38Q: 3 clusters Score -1998148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1998154.375000 Penalty: 4612.753906
	Iteration 39Q: 3 clusters Score -1998154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1998159.000000 Penalty: 4612.753906
	Iteration 40F: 3 clusters Score -1998159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1998160.125000 Penalty: 4612.753906
	Iteration 41Q: 3 clusters Score -1998160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1998163.250000 Penalty: 4612.753906
	Iteration 42Q: 3 clusters Score -1998163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1998163.875000 Penalty: 4612.753906
	Iteration 43Q: 3 clusters Score -1998164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1998165.875000 Penalty: 4612.753906
	Iteration 44Q: 3 clusters Score -1998166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1998167.000000 Penalty: 4612.753906
	Iteration 45Q: 3 clusters Score -1998167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1998165.625000 Penalty: 4612.753906
	Iteration 46Q: 3 clusters Score -1998166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1998166.250000 Penalty: 4612.753906
	Iteration 47Q: 3 clusters Score -1998166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1998165.375000 Penalty: 4612.753906
	Iteration 48Q: 3 clusters Score -1998165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1998165.875000 Penalty: 4612.753906
	Iteration 49Q: 3 clusters Score -1998166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1998165.875000 Penalty: 4612.753906
	Iteration 50F: 3 clusters Score -1998166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -67562.851562 Penalty: 1428.988770
	Iteration 0F: 2 clusters Score -67562.85 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 170 members 
Entering Unmasked Estep 
Score: -66363.929688 Penalty: 2857.977539
	Iteration 0F: 3 clusters Score -66363.93 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -66463.023438 Penalty: 2857.977539
	Iteration 1F: 3 clusters Score -66463.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -66531.140625 Penalty: 2857.977539
	Iteration 2F: 3 clusters Score -66531.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -66587.140625 Penalty: 2857.977539
	Iteration 3Q: 3 clusters Score -66587.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -66597.601562 Penalty: 2857.977539
	Iteration 4Q: 3 clusters Score -66597.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -66611.789062 Penalty: 2857.977539
	Iteration 5Q: 3 clusters Score -66611.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -66617.617188 Penalty: 2857.977539
	Iteration 6Q: 3 clusters Score -66617.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -66624.007812 Penalty: 2857.977539
	Iteration 7Q: 3 clusters Score -66624.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -66632.906250 Penalty: 2857.977539
	Iteration 8Q: 3 clusters Score -66632.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -66641.453125 Penalty: 2857.977539
	Iteration 9Q: 3 clusters Score -66641.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -66659.187500 Penalty: 2857.977539
	Iteration 10Q: 3 clusters Score -66659.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -66668.601562 Penalty: 2857.977539
	Iteration 11Q: 3 clusters Score -66668.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -66731.671875 Penalty: 2857.977539
	Iteration 12Q: 3 clusters Score -66731.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -66767.453125 Penalty: 2857.977539
	Iteration 13Q: 3 clusters Score -66767.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -66772.296875 Penalty: 2857.977539
	Iteration 14Q: 3 clusters Score -66772.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -66792.203125 Penalty: 2857.977539
	Iteration 15Q: 3 clusters Score -66792.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -66792.203125 Penalty: 2857.977539
	Iteration 16F: 3 clusters Score -66792.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -66858.054688 Penalty: 1513.434570
	Iteration 0F: 2 clusters Score -66858.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -65449.585938 Penalty: 3026.869141
	Iteration 0F: 3 clusters Score -65449.59 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -65728.125000 Penalty: 3026.869141
	Iteration 1F: 3 clusters Score -65728.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -65847.226562 Penalty: 3026.869141
	Iteration 2F: 3 clusters Score -65847.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -65952.414062 Penalty: 3026.869141
	Iteration 3Q: 3 clusters Score -65952.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -66061.460938 Penalty: 3026.869141
	Iteration 4F: 3 clusters Score -66061.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -66231.117188 Penalty: 3026.869141
	Iteration 5F: 3 clusters Score -66231.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -66356.812500 Penalty: 3026.869141
	Iteration 6F: 3 clusters Score -66356.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -66423.718750 Penalty: 3026.869141
	Iteration 7Q: 3 clusters Score -66423.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -66497.320312 Penalty: 3026.869141
	Iteration 8Q: 3 clusters Score -66497.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -66541.843750 Penalty: 3026.869141
	Iteration 9Q: 3 clusters Score -66541.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -66563.984375 Penalty: 3026.869141
	Iteration 10Q: 3 clusters Score -66563.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -66593.679688 Penalty: 3026.869141
	Iteration 11Q: 3 clusters Score -66593.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -66606.164062 Penalty: 3026.869141
	Iteration 12Q: 3 clusters Score -66606.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -66613.507812 Penalty: 3026.869141
	Iteration 13Q: 3 clusters Score -66613.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -66624.500000 Penalty: 3026.869141
	Iteration 14Q: 3 clusters Score -66624.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -66632.289062 Penalty: 3026.869141
	Iteration 15Q: 3 clusters Score -66632.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -66635.515625 Penalty: 3026.869141
	Iteration 16Q: 3 clusters Score -66635.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -66636.867188 Penalty: 3026.869141
	Iteration 17F: 3 clusters Score -66636.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -66668.875000 Penalty: 3026.869141
	Iteration 18Q: 3 clusters Score -66668.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -66689.929688 Penalty: 3026.869141
	Iteration 19Q: 3 clusters Score -66689.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -66692.148438 Penalty: 3026.869141
	Iteration 20F: 3 clusters Score -66692.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (47432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47432 members 
Entering Unmasked Estep 
Score: -8668900.000000 Penalty: 2670.229004
	Iteration 0F: 2 clusters Score -8668900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -8638183.000000 Penalty: 5340.458008
	Iteration 0F: 3 clusters Score -8638183 nChanged 21911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -8650138.000000 Penalty: 5340.458008
	Iteration 1F: 3 clusters Score -8650138 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -8650594.000000 Penalty: 5340.458008
	Iteration 2Q: 3 clusters Score -8650594 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 22831 members 
Entering Unmasked Estep 
Score: -8651076.000000 Penalty: 5340.458008
	Iteration 3Q: 3 clusters Score -8651076 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -8651468.000000 Penalty: 5340.458008
	Iteration 4Q: 3 clusters Score -8651468 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -8651914.000000 Penalty: 5340.458008
	Iteration 5Q: 3 clusters Score -8651914 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -8652384.000000 Penalty: 5340.458008
	Iteration 6Q: 3 clusters Score -8652384 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -8652961.000000 Penalty: 5340.458008
	Iteration 7Q: 3 clusters Score -8652961 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -8653685.000000 Penalty: 5340.458008
	Iteration 8Q: 3 clusters Score -8653685 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30791 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -8654770.000000 Penalty: 5340.458008
	Iteration 9Q: 3 clusters Score -8654770 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -8656374.000000 Penalty: 5340.458008
	Iteration 10F: 3 clusters Score -8656374 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -8658513.000000 Penalty: 5340.458008
	Iteration 11F: 3 clusters Score -8658513 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39325 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -8661095.000000 Penalty: 5340.458008
	Iteration 12F: 3 clusters Score -8661095 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42228 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -8663446.000000 Penalty: 5340.458008
	Iteration 13F: 3 clusters Score -8663446 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -8665046.000000 Penalty: 5340.458008
	Iteration 14Q: 3 clusters Score -8665046 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -8665873.000000 Penalty: 5340.458008
	Iteration 15Q: 3 clusters Score -8665873 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46327 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -8666291.000000 Penalty: 5340.458008
	Iteration 16Q: 3 clusters Score -8666291 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46675 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8666515.000000 Penalty: 5340.458008
	Iteration 17Q: 3 clusters Score -8666515 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46845 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8666664.000000 Penalty: 5340.458008
	Iteration 18Q: 3 clusters Score -8666664 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46922 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -8666734.000000 Penalty: 5340.458008
	Iteration 19Q: 3 clusters Score -8666734 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46968 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8666782.000000 Penalty: 5340.458008
	Iteration 20F: 3 clusters Score -8666782 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47000 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -8666801.000000 Penalty: 5340.458008
	Iteration 21Q: 3 clusters Score -8666801 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47006 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -8666809.000000 Penalty: 5340.458008
	Iteration 22Q: 3 clusters Score -8666809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47011 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8666815.000000 Penalty: 5340.458008
	Iteration 23Q: 3 clusters Score -8666815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47020 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -8666824.000000 Penalty: 5340.458008
	Iteration 24Q: 3 clusters Score -8666824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47024 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -8666826.000000 Penalty: 5340.458008
	Iteration 25Q: 3 clusters Score -8666826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8666832.000000 Penalty: 5340.458008
	Iteration 26Q: 3 clusters Score -8666832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47028 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -8666834.000000 Penalty: 5340.458008
	Iteration 27Q: 3 clusters Score -8666834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47030 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -8666840.000000 Penalty: 5340.458008
	Iteration 28Q: 3 clusters Score -8666840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47031 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -8666839.000000 Penalty: 5340.458008
	Iteration 29Q: 3 clusters Score -8666839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47031 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -8666839.000000 Penalty: 5340.458008
	Iteration 30F: 3 clusters Score -8666839 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32474 members 
Mstep: Class 2 contains 2150 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44429 members 
Mstep: Class 5 contains 50693 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 44189 members 
Mstep: Class 9 contains 47000 members 
Mstep: Class 10 contains 2395 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1277 members 
Mstep: Class 13 contains 33561 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 48118 members 
Mstep: Class 16 contains 412 members 
Mstep: Class 17 contains 25320 members 
Mstep: Class 18 contains 23911 members 
Mstep: Class 19 contains 47784 members 
Mstep: Class 20 contains 46407 members 
Mstep: Class 21 contains 46494 members 
Mstep: Class 22 contains 48150 members 
Mstep: Class 23 contains 10694 members 
Mstep: Class 24 contains 10937 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 47432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240344.000000 Penalty: 89284.867188
Iteration 479Q: 28 clusters Score -1.112403e+08 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 2155 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44422 members 
Mstep: Class 5 contains 50715 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 44176 members 
Mstep: Class 9 contains 47020 members 
Mstep: Class 10 contains 2395 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 1277 members 
Mstep: Class 13 contains 33559 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 48110 members 
Mstep: Class 16 contains 412 members 
Mstep: Class 17 contains 25319 members 
Mstep: Class 18 contains 23894 members 
Mstep: Class 19 contains 47775 members 
Mstep: Class 20 contains 46446 members 
Mstep: Class 21 contains 46494 members 
Mstep: Class 22 contains 48099 members 
Mstep: Class 23 contains 10701 members 
Mstep: Class 24 contains 10935 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 47467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240576.000000 Penalty: 89284.867188
Iteration 480F: 28 clusters Score -1.112406e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 2157 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44400 members 
Mstep: Class 5 contains 50779 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 44159 members 
Mstep: Class 9 contains 47034 members 
Mstep: Class 10 contains 2395 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 33552 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 48100 members 
Mstep: Class 16 contains 412 members 
Mstep: Class 17 contains 25319 members 
Mstep: Class 18 contains 23881 members 
Mstep: Class 19 contains 47796 members 
Mstep: Class 20 contains 46473 members 
Mstep: Class 21 contains 46476 members 
Mstep: Class 22 contains 48034 members 
Mstep: Class 23 contains 10705 members 
Mstep: Class 24 contains 10935 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 47488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240544.000000 Penalty: 89284.867188
Iteration 481Q: 28 clusters Score -1.112405e+08 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 2158 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44384 members 
Mstep: Class 5 contains 50830 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 44155 members 
Mstep: Class 9 contains 47047 members 
Mstep: Class 10 contains 2395 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 1277 members 
Mstep: Class 13 contains 33540 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 48084 members 
Mstep: Class 16 contains 412 members 
Mstep: Class 17 contains 25315 members 
Mstep: Class 18 contains 23870 members 
Mstep: Class 19 contains 47802 members 
Mstep: Class 20 contains 46497 members 
Mstep: Class 21 contains 46477 members 
Mstep: Class 22 contains 47974 members 
Mstep: Class 23 contains 10712 members 
Mstep: Class 24 contains 10949 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 47507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240792.000000 Penalty: 89284.867188
Iteration 482Q: 28 clusters Score -1.112408e+08 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 2161 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44364 members 
Mstep: Class 5 contains 50850 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 44161 members 
Mstep: Class 9 contains 47059 members 
Mstep: Class 10 contains 2395 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 1278 members 
Mstep: Class 13 contains 33539 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 48065 members 
Mstep: Class 16 contains 412 members 
Mstep: Class 17 contains 25315 members 
Mstep: Class 18 contains 23857 members 
Mstep: Class 19 contains 47805 members 
Mstep: Class 20 contains 46551 members 
Mstep: Class 21 contains 46468 members 
Mstep: Class 22 contains 47922 members 
Mstep: Class 23 contains 10726 members 
Mstep: Class 24 contains 10952 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 47516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240856.000000 Penalty: 89284.867188
Iteration 483Q: 28 clusters Score -1.112409e+08 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 2162 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44349 members 
Mstep: Class 5 contains 50876 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 44165 members 
Mstep: Class 9 contains 47047 members 
Mstep: Class 10 contains 2395 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 1280 members 
Mstep: Class 13 contains 33526 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 48066 members 
Mstep: Class 16 contains 412 members 
Mstep: Class 17 contains 25311 members 
Mstep: Class 18 contains 23854 members 
Mstep: Class 19 contains 47812 members 
Mstep: Class 20 contains 46589 members 
Mstep: Class 21 contains 46460 members 
Mstep: Class 22 contains 47890 members 
Mstep: Class 23 contains 10738 members 
Mstep: Class 24 contains 10952 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 47516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240984.000000 Penalty: 89284.867188
Iteration 484Q: 28 clusters Score -1.11241e+08 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 2164 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44338 members 
Mstep: Class 5 contains 50909 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 44174 members 
Mstep: Class 9 contains 47030 members 
Mstep: Class 10 contains 2395 members 
Mstep: Class 11 contains 766 members 
Mstep: Class 12 contains 1281 members 
Mstep: Class 13 contains 33506 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 48063 members 
Mstep: Class 16 contains 412 members 
Mstep: Class 17 contains 25305 members 
Mstep: Class 18 contains 23852 members 
Mstep: Class 19 contains 47824 members 
Mstep: Class 20 contains 46608 members 
Mstep: Class 21 contains 46445 members 
Mstep: Class 22 contains 47883 members 
Mstep: Class 23 contains 10746 members 
Mstep: Class 24 contains 10946 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 47522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241040.000000 Penalty: 89284.867188
Iteration 485Q: 28 clusters Score -1.11241e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 2166 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44318 members 
Mstep: Class 5 contains 50952 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 44177 members 
Mstep: Class 9 contains 47036 members 
Mstep: Class 10 contains 2395 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1282 members 
Mstep: Class 13 contains 33493 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 48066 members 
Mstep: Class 16 contains 412 members 
Mstep: Class 17 contains 25298 members 
Mstep: Class 18 contains 23852 members 
Mstep: Class 19 contains 47834 members 
Mstep: Class 20 contains 46624 members 
Mstep: Class 21 contains 46418 members 
Mstep: Class 22 contains 47875 members 
Mstep: Class 23 contains 10756 members 
Mstep: Class 24 contains 10936 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 47523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240968.000000 Penalty: 89284.867188
Iteration 486Q: 28 clusters Score -1.11241e+08 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 2166 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44320 members 
Mstep: Class 5 contains 50985 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 44191 members 
Mstep: Class 9 contains 47042 members 
Mstep: Class 10 contains 2395 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1282 members 
Mstep: Class 13 contains 33469 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 48055 members 
Mstep: Class 16 contains 412 members 
Mstep: Class 17 contains 25292 members 
Mstep: Class 18 contains 23855 members 
Mstep: Class 19 contains 47851 members 
Mstep: Class 20 contains 46628 members 
Mstep: Class 21 contains 46405 members 
Mstep: Class 22 contains 47868 members 
Mstep: Class 23 contains 10766 members 
Mstep: Class 24 contains 10929 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 47520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240984.000000 Penalty: 89284.867188
Iteration 487Q: 28 clusters Score -1.11241e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 2175 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44322 members 
Mstep: Class 5 contains 51034 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 44192 members 
Mstep: Class 9 contains 47060 members 
Mstep: Class 10 contains 2395 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1282 members 
Mstep: Class 13 contains 33421 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 48053 members 
Mstep: Class 16 contains 412 members 
Mstep: Class 17 contains 25286 members 
Mstep: Class 18 contains 23846 members 
Mstep: Class 19 contains 47856 members 
Mstep: Class 20 contains 46626 members 
Mstep: Class 21 contains 46391 members 
Mstep: Class 22 contains 47865 members 
Mstep: Class 23 contains 10772 members 
Mstep: Class 24 contains 10933 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 47519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241104.000000 Penalty: 89284.867188
Iteration 488Q: 28 clusters Score -1.112411e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 2175 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44333 members 
Mstep: Class 5 contains 51064 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 44187 members 
Mstep: Class 9 contains 47085 members 
Mstep: Class 10 contains 2395 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1282 members 
Mstep: Class 13 contains 33389 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 48051 members 
Mstep: Class 16 contains 412 members 
Mstep: Class 17 contains 25282 members 
Mstep: Class 18 contains 23842 members 
Mstep: Class 19 contains 47888 members 
Mstep: Class 20 contains 46601 members 
Mstep: Class 21 contains 46370 members 
Mstep: Class 22 contains 47881 members 
Mstep: Class 23 contains 10777 members 
Mstep: Class 24 contains 10930 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 47511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241104.000000 Penalty: 89284.867188
Iteration 489Q: 28 clusters Score -1.112411e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 2179 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44320 members 
Mstep: Class 5 contains 51114 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 44191 members 
Mstep: Class 9 contains 47150 members 
Mstep: Class 10 contains 2395 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1283 members 
Mstep: Class 13 contains 33371 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 48052 members 
Mstep: Class 16 contains 412 members 
Mstep: Class 17 contains 25277 members 
Mstep: Class 18 contains 23831 members 
Mstep: Class 19 contains 47895 members 
Mstep: Class 20 contains 46575 members 
Mstep: Class 21 contains 46355 members 
Mstep: Class 22 contains 47866 members 
Mstep: Class 23 contains 10781 members 
Mstep: Class 24 contains 10930 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 47495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241168.000000 Penalty: 89284.867188
Iteration 490Q: 28 clusters Score -1.112412e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 2181 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44328 members 
Mstep: Class 5 contains 51142 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1100 members 
Mstep: Class 8 contains 44203 members 
Mstep: Class 9 contains 47192 members 
Mstep: Class 10 contains 2394 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1283 members 
Mstep: Class 13 contains 33337 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 48060 members 
Mstep: Class 16 contains 412 members 
Mstep: Class 17 contains 25270 members 
Mstep: Class 18 contains 23819 members 
Mstep: Class 19 contains 47899 members 
Mstep: Class 20 contains 46565 members 
Mstep: Class 21 contains 46343 members 
Mstep: Class 22 contains 47860 members 
Mstep: Class 23 contains 10781 members 
Mstep: Class 24 contains 10930 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 47492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240696.000000 Penalty: 89284.867188
Iteration 491Q: 28 clusters Score -1.112407e+08 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 2177 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44326 members 
Mstep: Class 5 contains 51184 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1101 members 
Mstep: Class 8 contains 44208 members 
Mstep: Class 9 contains 47231 members 
Mstep: Class 10 contains 2393 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1283 members 
Mstep: Class 13 contains 33299 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 48087 members 
Mstep: Class 16 contains 412 members 
Mstep: Class 17 contains 25258 members 
Mstep: Class 18 contains 23817 members 
Mstep: Class 19 contains 47874 members 
Mstep: Class 20 contains 46573 members 
Mstep: Class 21 contains 46354 members 
Mstep: Class 22 contains 47840 members 
Mstep: Class 23 contains 10781 members 
Mstep: Class 24 contains 10932 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 47479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240584.000000 Penalty: 89284.867188
Iteration 492Q: 28 clusters Score -1.112406e+08 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32299 members 
Mstep: Class 2 contains 2177 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44339 members 
Mstep: Class 5 contains 51241 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1101 members 
Mstep: Class 8 contains 44207 members 
Mstep: Class 9 contains 47276 members 
Mstep: Class 10 contains 2393 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1283 members 
Mstep: Class 13 contains 33254 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 48104 members 
Mstep: Class 16 contains 412 members 
Mstep: Class 17 contains 25246 members 
Mstep: Class 18 contains 23820 members 
Mstep: Class 19 contains 47860 members 
Mstep: Class 20 contains 46561 members 
Mstep: Class 21 contains 46355 members 
Mstep: Class 22 contains 47833 members 
Mstep: Class 23 contains 10783 members 
Mstep: Class 24 contains 10930 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 47453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240848.000000 Penalty: 89284.867188
Iteration 493Q: 28 clusters Score -1.112408e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 2172 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44347 members 
Mstep: Class 5 contains 51281 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1101 members 
Mstep: Class 8 contains 44200 members 
Mstep: Class 9 contains 47316 members 
Mstep: Class 10 contains 2393 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1285 members 
Mstep: Class 13 contains 33222 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 48109 members 
Mstep: Class 16 contains 412 members 
Mstep: Class 17 contains 25236 members 
Mstep: Class 18 contains 23816 members 
Mstep: Class 19 contains 47849 members 
Mstep: Class 20 contains 46547 members 
Mstep: Class 21 contains 46367 members 
Mstep: Class 22 contains 47825 members 
Mstep: Class 23 contains 10786 members 
Mstep: Class 24 contains 10933 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 47441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240928.000000 Penalty: 89284.867188
Iteration 494Q: 28 clusters Score -1.112409e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32280 members 
Mstep: Class 2 contains 2170 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44341 members 
Mstep: Class 5 contains 51311 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1101 members 
Mstep: Class 8 contains 44208 members 
Mstep: Class 9 contains 47365 members 
Mstep: Class 10 contains 2393 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1285 members 
Mstep: Class 13 contains 33204 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 48112 members 
Mstep: Class 16 contains 412 members 
Mstep: Class 17 contains 25233 members 
Mstep: Class 18 contains 23806 members 
Mstep: Class 19 contains 47829 members 
Mstep: Class 20 contains 46527 members 
Mstep: Class 21 contains 46371 members 
Mstep: Class 22 contains 47824 members 
Mstep: Class 23 contains 10788 members 
Mstep: Class 24 contains 10933 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 47434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240704.000000 Penalty: 89284.867188
Iteration 495Q: 28 clusters Score -1.112407e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 2168 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44315 members 
Mstep: Class 5 contains 51357 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1101 members 
Mstep: Class 8 contains 44194 members 
Mstep: Class 9 contains 47398 members 
Mstep: Class 10 contains 2393 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1286 members 
Mstep: Class 13 contains 33192 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 48119 members 
Mstep: Class 16 contains 412 members 
Mstep: Class 17 contains 25229 members 
Mstep: Class 18 contains 23807 members 
Mstep: Class 19 contains 47825 members 
Mstep: Class 20 contains 46518 members 
Mstep: Class 21 contains 46371 members 
Mstep: Class 22 contains 47823 members 
Mstep: Class 23 contains 10788 members 
Mstep: Class 24 contains 10932 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 47437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240904.000000 Penalty: 89284.867188
Iteration 496Q: 28 clusters Score -1.112409e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 2170 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44287 members 
Mstep: Class 5 contains 51377 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1101 members 
Mstep: Class 8 contains 44206 members 
Mstep: Class 9 contains 47437 members 
Mstep: Class 10 contains 2393 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1287 members 
Mstep: Class 13 contains 33160 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 48133 members 
Mstep: Class 16 contains 412 members 
Mstep: Class 17 contains 25218 members 
Mstep: Class 18 contains 23809 members 
Mstep: Class 19 contains 47812 members 
Mstep: Class 20 contains 46515 members 
Mstep: Class 21 contains 46362 members 
Mstep: Class 22 contains 47835 members 
Mstep: Class 23 contains 10788 members 
Mstep: Class 24 contains 10932 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 47437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240744.000000 Penalty: 89284.867188
Iteration 497Q: 28 clusters Score -1.112407e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 2170 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44280 members 
Mstep: Class 5 contains 51404 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1101 members 
Mstep: Class 8 contains 44190 members 
Mstep: Class 9 contains 47475 members 
Mstep: Class 10 contains 2393 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1286 members 
Mstep: Class 13 contains 33138 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 48143 members 
Mstep: Class 16 contains 412 members 
Mstep: Class 17 contains 25209 members 
Mstep: Class 18 contains 23809 members 
Mstep: Class 19 contains 47791 members 
Mstep: Class 20 contains 46516 members 
Mstep: Class 21 contains 46353 members 
Mstep: Class 22 contains 47836 members 
Mstep: Class 23 contains 10788 members 
Mstep: Class 24 contains 10932 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 47438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240912.000000 Penalty: 89284.867188
Iteration 498Q: 28 clusters Score -1.112409e+08 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 2170 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44266 members 
Mstep: Class 5 contains 51421 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1101 members 
Mstep: Class 8 contains 44175 members 
Mstep: Class 9 contains 47539 members 
Mstep: Class 10 contains 2393 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1286 members 
Mstep: Class 13 contains 33096 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 48148 members 
Mstep: Class 16 contains 412 members 
Mstep: Class 17 contains 25204 members 
Mstep: Class 18 contains 23804 members 
Mstep: Class 19 contains 47782 members 
Mstep: Class 20 contains 46529 members 
Mstep: Class 21 contains 46345 members 
Mstep: Class 22 contains 47825 members 
Mstep: Class 23 contains 10788 members 
Mstep: Class 24 contains 10935 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 47436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240920.000000 Penalty: 89284.867188
Iteration 499Q: 28 clusters Score -1.112409e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 2174 members 
Mstep: Class 3 contains 271 members 
Mstep: Class 4 contains 44249 members 
Mstep: Class 5 contains 51437 members 
Mstep: Class 6 contains 500 members 
Mstep: Class 7 contains 1101 members 
Mstep: Class 8 contains 44140 members 
Mstep: Class 9 contains 47614 members 
Mstep: Class 10 contains 2393 members 
Mstep: Class 11 contains 765 members 
Mstep: Class 12 contains 1286 members 
Mstep: Class 13 contains 33057 members 
Mstep: Class 14 contains 637 members 
Mstep: Class 15 contains 48139 members 
Mstep: Class 16 contains 412 members 
Mstep: Class 17 contains 25201 members 
Mstep: Class 18 contains 23793 members 
Mstep: Class 19 contains 47792 members 
Mstep: Class 20 contains 46547 members 
Mstep: Class 21 contains 46352 members 
Mstep: Class 22 contains 47823 members 
Mstep: Class 23 contains 10787 members 
Mstep: Class 24 contains 10936 members 
Mstep: Class 25 contains 318 members 
Mstep: Class 26 contains 447 members 
Mstep: Class 27 contains 47432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240872.000000 Penalty: 89284.867188
Iteration 500F: 28 clusters Score -1.112409e+08 nChanged 590
Maximum iterations exceeded
--- Evaluating fit on full set of 1853663 points ---
Entering Unmasked Estep 
Score: -335605280.000000 Penalty: 96641.187500
21->28 Clusters: Score -335605280.000000, best is -335461120.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 617887 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 29380 members 
Mstep: Class 3 contains 29554 members 
Mstep: Class 4 contains 29336 members 
Mstep: Class 5 contains 29602 members 
Mstep: Class 6 contains 29464 members 
Mstep: Class 7 contains 29346 members 
Mstep: Class 8 contains 29204 members 
Mstep: Class 9 contains 28964 members 
Mstep: Class 10 contains 29409 members 
Mstep: Class 11 contains 29632 members 
Mstep: Class 12 contains 29593 members 
Mstep: Class 13 contains 29147 members 
Mstep: Class 14 contains 29484 members 
Mstep: Class 15 contains 29608 members 
Mstep: Class 16 contains 29392 members 
Mstep: Class 17 contains 29592 members 
Mstep: Class 18 contains 29367 members 
Mstep: Class 19 contains 29386 members 
Mstep: Class 20 contains 29292 members 
Mstep: Class 21 contains 29674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 1115.550537 but Gain 3306.851562
Score: -105606680.000000 Penalty: 66136.937500
Iteration 0F: 21 clusters Score -1.056067e+08 nChanged 588619
Entering Unmasked Mstep 
Mstep: Class 0 contains 1753 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 34550 members 
Mstep: Class 3 contains 6549 members 
Mstep: Class 4 contains 4886 members 
Mstep: Class 5 contains 7055 members 
Mstep: Class 6 contains 11348 members 
Mstep: Class 7 contains 12799 members 
Mstep: Class 9 contains 4520 members 
Mstep: Class 10 contains 8088 members 
Mstep: Class 11 contains 32937 members 
Mstep: Class 12 contains 33274 members 
Mstep: Class 13 contains 287919 members 
Mstep: Class 14 contains 34836 members 
Mstep: Class 15 contains 10643 members 
Mstep: Class 16 contains 39752 members 
Mstep: Class 17 contains 46559 members 
Mstep: Class 18 contains 2354 members 
Mstep: Class 19 contains 1420 members 
Mstep: Class 20 contains 8795 members 
Mstep: Class 21 contains 23565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1913.350220 but Gain 3306.843750
Score: -109812024.000000 Penalty: 62830.093750
Iteration 1F: 20 clusters Score -1.09812e+08 nChanged 252708
Entering Unmasked Mstep 
Mstep: Class 0 contains 1457 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 59215 members 
Mstep: Class 4 contains 1748 members 
Mstep: Class 5 contains 3162 members 
Mstep: Class 6 contains 3764 members 
Mstep: Class 7 contains 3893 members 
Mstep: Class 9 contains 1848 members 
Mstep: Class 10 contains 3110 members 
Mstep: Class 11 contains 18619 members 
Mstep: Class 12 contains 54906 members 
Mstep: Class 13 contains 214916 members 
Mstep: Class 14 contains 20736 members 
Mstep: Class 15 contains 2659 members 
Mstep: Class 16 contains 71285 members 
Mstep: Class 17 contains 108379 members 
Mstep: Class 18 contains 1423 members 
Mstep: Class 19 contains 1622 members 
Mstep: Class 20 contains 2329 members 
Mstep: Class 21 contains 41117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2313.204590 but Gain 3306.847656
Score: -110377352.000000 Penalty: 59523.246094
Iteration 2F: 19 clusters Score -1.103774e+08 nChanged 199530
Entering Unmasked Mstep 
Mstep: Class 0 contains 970 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 83997 members 
Mstep: Class 4 contains 1558 members 
Mstep: Class 6 contains 3364 members 
Mstep: Class 7 contains 3305 members 
Mstep: Class 9 contains 2076 members 
Mstep: Class 10 contains 2753 members 
Mstep: Class 11 contains 21525 members 
Mstep: Class 12 contains 74130 members 
Mstep: Class 13 contains 123867 members 
Mstep: Class 14 contains 18319 members 
Mstep: Class 15 contains 3472 members 
Mstep: Class 16 contains 111013 members 
Mstep: Class 17 contains 103534 members 
Mstep: Class 18 contains 1237 members 
Mstep: Class 19 contains 1427 members 
Mstep: Class 20 contains 1104 members 
Mstep: Class 21 contains 57771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2412.628906 but Gain 3306.847656
Score: -110525520.000000 Penalty: 56216.398438
Iteration 3F: 18 clusters Score -1.105255e+08 nChanged 176849
Entering Unmasked Mstep 
Mstep: Class 0 contains 660 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 103141 members 
Mstep: Class 4 contains 1300 members 
Mstep: Class 6 contains 3406 members 
Mstep: Class 7 contains 2894 members 
Mstep: Class 9 contains 2162 members 
Mstep: Class 11 contains 32373 members 
Mstep: Class 12 contains 106890 members 
Mstep: Class 13 contains 87189 members 
Mstep: Class 14 contains 19249 members 
Mstep: Class 15 contains 3832 members 
Mstep: Class 16 contains 84406 members 
Mstep: Class 17 contains 78010 members 
Mstep: Class 18 contains 961 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 1150 members 
Mstep: Class 21 contains 86160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2462.228516 but Gain 3306.843750
Score: -110647672.000000 Penalty: 52909.554688
Iteration 4F: 17 clusters Score -1.106477e+08 nChanged 166571
Entering Unmasked Mstep 
Mstep: Class 0 contains 425 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 76582 members 
Mstep: Class 4 contains 1001 members 
Mstep: Class 6 contains 3082 members 
Mstep: Class 9 contains 2325 members 
Mstep: Class 11 contains 46501 members 
Mstep: Class 12 contains 79835 members 
Mstep: Class 13 contains 93875 members 
Mstep: Class 14 contains 21936 members 
Mstep: Class 15 contains 3400 members 
Mstep: Class 16 contains 90547 members 
Mstep: Class 17 contains 94080 members 
Mstep: Class 18 contains 685 members 
Mstep: Class 19 contains 1594 members 
Mstep: Class 20 contains 1356 members 
Mstep: Class 21 contains 98083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2142.080322 but Gain 3306.847656
Score: -110723088.000000 Penalty: 49602.707031
Iteration 5F: 16 clusters Score -1.107231e+08 nChanged 116564
Entering Unmasked Mstep 
Mstep: Class 0 contains 308 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 85770 members 
Mstep: Class 4 contains 884 members 
Mstep: Class 9 contains 2303 members 
Mstep: Class 11 contains 60519 members 
Mstep: Class 12 contains 93382 members 
Mstep: Class 13 contains 84577 members 
Mstep: Class 14 contains 25850 members 
Mstep: Class 15 contains 3251 members 
Mstep: Class 16 contains 86302 members 
Mstep: Class 17 contains 82111 members 
Mstep: Class 18 contains 525 members 
Mstep: Class 19 contains 1584 members 
Mstep: Class 20 contains 1454 members 
Mstep: Class 21 contains 86531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 3042.754639 but Gain 3306.847656
Score: -110791832.000000 Penalty: 46295.859375
Iteration 6F: 15 clusters Score -1.107918e+08 nChanged 87181
Entering Unmasked Mstep 
Mstep: Class 0 contains 227 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 81505 members 
Mstep: Class 9 contains 2268 members 
Mstep: Class 11 contains 73940 members 
Mstep: Class 12 contains 83648 members 
Mstep: Class 13 contains 82333 members 
Mstep: Class 14 contains 31291 members 
Mstep: Class 15 contains 3573 members 
Mstep: Class 16 contains 83095 members 
Mstep: Class 17 contains 84468 members 
Mstep: Class 18 contains 559 members 
Mstep: Class 19 contains 1532 members 
Mstep: Class 20 contains 1460 members 
Mstep: Class 21 contains 85436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110847520.000000 Penalty: 46295.859375
Iteration 7F: 15 clusters Score -1.108475e+08 nChanged 71688
Entering Unmasked Mstep 
Mstep: Class 0 contains 171 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 76973 members 
Mstep: Class 9 contains 2186 members 
Mstep: Class 11 contains 86331 members 
Mstep: Class 12 contains 81673 members 
Mstep: Class 13 contains 77947 members 
Mstep: Class 14 contains 38843 members 
Mstep: Class 15 contains 4195 members 
Mstep: Class 16 contains 80729 members 
Mstep: Class 17 contains 81016 members 
Mstep: Class 18 contains 613 members 
Mstep: Class 19 contains 1480 members 
Mstep: Class 20 contains 1466 members 
Mstep: Class 21 contains 81644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110901008.000000 Penalty: 46295.859375
Iteration 8F: 15 clusters Score -1.10901e+08 nChanged 71074
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 73793 members 
Mstep: Class 9 contains 2127 members 
Mstep: Class 11 contains 96517 members 
Mstep: Class 12 contains 78541 members 
Mstep: Class 13 contains 73692 members 
Mstep: Class 14 contains 49358 members 
Mstep: Class 15 contains 5178 members 
Mstep: Class 16 contains 77212 members 
Mstep: Class 17 contains 78562 members 
Mstep: Class 18 contains 672 members 
Mstep: Class 19 contains 1400 members 
Mstep: Class 20 contains 1508 members 
Mstep: Class 21 contains 76521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110932288.000000 Penalty: 46295.859375
Iteration 9F: 15 clusters Score -1.109323e+08 nChanged 72464
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 69625 members 
Mstep: Class 9 contains 2075 members 
Mstep: Class 11 contains 98421 members 
Mstep: Class 12 contains 77320 members 
Mstep: Class 13 contains 68325 members 
Mstep: Class 14 contains 65100 members 
Mstep: Class 15 contains 6591 members 
Mstep: Class 16 contains 75321 members 
Mstep: Class 17 contains 77423 members 
Mstep: Class 18 contains 723 members 
Mstep: Class 19 contains 1337 members 
Mstep: Class 20 contains 1551 members 
Mstep: Class 21 contains 71243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110953216.000000 Penalty: 46295.859375
Iteration 10F: 15 clusters Score -1.109532e+08 nChanged 70495
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 64745 members 
Mstep: Class 9 contains 2014 members 
Mstep: Class 11 contains 97908 members 
Mstep: Class 12 contains 77280 members 
Mstep: Class 13 contains 61650 members 
Mstep: Class 14 contains 81373 members 
Mstep: Class 15 contains 7945 members 
Mstep: Class 16 contains 75278 members 
Mstep: Class 17 contains 78355 members 
Mstep: Class 18 contains 778 members 
Mstep: Class 19 contains 1280 members 
Mstep: Class 20 contains 1588 members 
Mstep: Class 21 contains 64874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110966080.000000 Penalty: 46295.859375
Iteration 11F: 15 clusters Score -1.109661e+08 nChanged 64725
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 62217 members 
Mstep: Class 9 contains 1939 members 
Mstep: Class 11 contains 96477 members 
Mstep: Class 12 contains 76696 members 
Mstep: Class 13 contains 58864 members 
Mstep: Class 14 contains 92597 members 
Mstep: Class 15 contains 9174 members 
Mstep: Class 16 contains 73228 members 
Mstep: Class 17 contains 78990 members 
Mstep: Class 18 contains 846 members 
Mstep: Class 19 contains 1206 members 
Mstep: Class 20 contains 1601 members 
Mstep: Class 21 contains 61222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110976320.000000 Penalty: 46295.859375
Iteration 12F: 15 clusters Score -1.109763e+08 nChanged 56004
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 60691 members 
Mstep: Class 9 contains 1847 members 
Mstep: Class 11 contains 93493 members 
Mstep: Class 12 contains 76676 members 
Mstep: Class 13 contains 57866 members 
Mstep: Class 14 contains 94575 members 
Mstep: Class 15 contains 10283 members 
Mstep: Class 16 contains 73477 members 
Mstep: Class 17 contains 79461 members 
Mstep: Class 18 contains 907 members 
Mstep: Class 19 contains 1126 members 
Mstep: Class 20 contains 1660 members 
Mstep: Class 21 contains 62946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110987520.000000 Penalty: 46295.859375
Iteration 13F: 15 clusters Score -1.109875e+08 nChanged 37695
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 59888 members 
Mstep: Class 9 contains 1738 members 
Mstep: Class 11 contains 94110 members 
Mstep: Class 12 contains 76947 members 
Mstep: Class 13 contains 58269 members 
Mstep: Class 14 contains 90699 members 
Mstep: Class 15 contains 11098 members 
Mstep: Class 16 contains 74296 members 
Mstep: Class 17 contains 80129 members 
Mstep: Class 18 contains 999 members 
Mstep: Class 19 contains 1037 members 
Mstep: Class 20 contains 1693 members 
Mstep: Class 21 contains 64059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110997976.000000 Penalty: 46295.859375
Iteration 14F: 15 clusters Score -1.10998e+08 nChanged 28317
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 59109 members 
Mstep: Class 9 contains 1648 members 
Mstep: Class 11 contains 94815 members 
Mstep: Class 12 contains 76780 members 
Mstep: Class 13 contains 59386 members 
Mstep: Class 14 contains 89377 members 
Mstep: Class 15 contains 12084 members 
Mstep: Class 16 contains 73938 members 
Mstep: Class 17 contains 80543 members 
Mstep: Class 18 contains 1105 members 
Mstep: Class 19 contains 950 members 
Mstep: Class 20 contains 1711 members 
Mstep: Class 21 contains 63533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111002360.000000 Penalty: 46295.859375
Iteration 15Q: 15 clusters Score -1.110024e+08 nChanged 23287
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 58401 members 
Mstep: Class 9 contains 1574 members 
Mstep: Class 11 contains 94696 members 
Mstep: Class 12 contains 76750 members 
Mstep: Class 13 contains 60914 members 
Mstep: Class 14 contains 88323 members 
Mstep: Class 15 contains 13359 members 
Mstep: Class 16 contains 73736 members 
Mstep: Class 17 contains 80866 members 
Mstep: Class 18 contains 1172 members 
Mstep: Class 19 contains 899 members 
Mstep: Class 20 contains 1712 members 
Mstep: Class 21 contains 62644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111005336.000000 Penalty: 46295.859375
Iteration 16Q: 15 clusters Score -1.110053e+08 nChanged 19965
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 57695 members 
Mstep: Class 9 contains 1526 members 
Mstep: Class 11 contains 94452 members 
Mstep: Class 12 contains 76679 members 
Mstep: Class 13 contains 62505 members 
Mstep: Class 14 contains 87352 members 
Mstep: Class 15 contains 14871 members 
Mstep: Class 16 contains 73525 members 
Mstep: Class 17 contains 80985 members 
Mstep: Class 18 contains 1203 members 
Mstep: Class 19 contains 875 members 
Mstep: Class 20 contains 1720 members 
Mstep: Class 21 contains 61773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111007976.000000 Penalty: 46295.859375
Iteration 17Q: 15 clusters Score -1.11008e+08 nChanged 18258
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 57221 members 
Mstep: Class 9 contains 1492 members 
Mstep: Class 11 contains 94148 members 
Mstep: Class 12 contains 76664 members 
Mstep: Class 13 contains 64068 members 
Mstep: Class 14 contains 86112 members 
Mstep: Class 15 contains 16583 members 
Mstep: Class 16 contains 73280 members 
Mstep: Class 17 contains 80881 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 868 members 
Mstep: Class 20 contains 1714 members 
Mstep: Class 21 contains 61044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111010304.000000 Penalty: 46295.859375
Iteration 18Q: 15 clusters Score -1.110103e+08 nChanged 17190
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 56775 members 
Mstep: Class 9 contains 1458 members 
Mstep: Class 11 contains 93717 members 
Mstep: Class 12 contains 76556 members 
Mstep: Class 13 contains 65838 members 
Mstep: Class 14 contains 84948 members 
Mstep: Class 15 contains 18350 members 
Mstep: Class 16 contains 72992 members 
Mstep: Class 17 contains 80780 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 864 members 
Mstep: Class 20 contains 1718 members 
Mstep: Class 21 contains 60159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111011960.000000 Penalty: 46295.859375
Iteration 19Q: 15 clusters Score -1.11012e+08 nChanged 15782
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 56370 members 
Mstep: Class 9 contains 1438 members 
Mstep: Class 11 contains 93175 members 
Mstep: Class 12 contains 76555 members 
Mstep: Class 13 contains 67505 members 
Mstep: Class 14 contains 83466 members 
Mstep: Class 15 contains 20043 members 
Mstep: Class 16 contains 72841 members 
Mstep: Class 17 contains 80774 members 
Mstep: Class 18 contains 1205 members 
Mstep: Class 19 contains 862 members 
Mstep: Class 20 contains 1709 members 
Mstep: Class 21 contains 59459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111014320.000000 Penalty: 46295.859375
Iteration 20F: 15 clusters Score -1.110143e+08 nChanged 15380
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 56086 members 
Mstep: Class 9 contains 1406 members 
Mstep: Class 11 contains 92585 members 
Mstep: Class 12 contains 76608 members 
Mstep: Class 13 contains 69153 members 
Mstep: Class 14 contains 81878 members 
Mstep: Class 15 contains 21665 members 
Mstep: Class 16 contains 72754 members 
Mstep: Class 17 contains 80735 members 
Mstep: Class 18 contains 1277 members 
Mstep: Class 19 contains 804 members 
Mstep: Class 20 contains 1695 members 
Mstep: Class 21 contains 58784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111016400.000000 Penalty: 46295.859375
Iteration 21Q: 15 clusters Score -1.110164e+08 nChanged 15208
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 55952 members 
Mstep: Class 9 contains 1387 members 
Mstep: Class 11 contains 91958 members 
Mstep: Class 12 contains 76482 members 
Mstep: Class 13 contains 70876 members 
Mstep: Class 14 contains 80032 members 
Mstep: Class 15 contains 23190 members 
Mstep: Class 16 contains 72795 members 
Mstep: Class 17 contains 80792 members 
Mstep: Class 18 contains 1295 members 
Mstep: Class 19 contains 775 members 
Mstep: Class 20 contains 1693 members 
Mstep: Class 21 contains 58193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111020920.000000 Penalty: 46295.859375
Iteration 22Q: 15 clusters Score -1.110209e+08 nChanged 15251
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 56095 members 
Mstep: Class 9 contains 1377 members 
Mstep: Class 11 contains 91103 members 
Mstep: Class 12 contains 76144 members 
Mstep: Class 13 contains 73209 members 
Mstep: Class 14 contains 78631 members 
Mstep: Class 15 contains 24644 members 
Mstep: Class 16 contains 72453 members 
Mstep: Class 17 contains 80349 members 
Mstep: Class 18 contains 1295 members 
Mstep: Class 19 contains 761 members 
Mstep: Class 20 contains 1689 members 
Mstep: Class 21 contains 57653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111026640.000000 Penalty: 46295.859375
Iteration 23Q: 15 clusters Score -1.110266e+08 nChanged 15726
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 56264 members 
Mstep: Class 9 contains 1368 members 
Mstep: Class 11 contains 90364 members 
Mstep: Class 12 contains 75531 members 
Mstep: Class 13 contains 75746 members 
Mstep: Class 14 contains 77394 members 
Mstep: Class 15 contains 25956 members 
Mstep: Class 16 contains 72075 members 
Mstep: Class 17 contains 79637 members 
Mstep: Class 18 contains 1297 members 
Mstep: Class 19 contains 757 members 
Mstep: Class 20 contains 1679 members 
Mstep: Class 21 contains 57321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111030896.000000 Penalty: 46295.859375
Iteration 24Q: 15 clusters Score -1.110309e+08 nChanged 16101
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 56456 members 
Mstep: Class 9 contains 1360 members 
Mstep: Class 11 contains 89669 members 
Mstep: Class 12 contains 74994 members 
Mstep: Class 13 contains 77811 members 
Mstep: Class 14 contains 76135 members 
Mstep: Class 15 contains 27136 members 
Mstep: Class 16 contains 71889 members 
Mstep: Class 17 contains 79154 members 
Mstep: Class 18 contains 1296 members 
Mstep: Class 19 contains 755 members 
Mstep: Class 20 contains 1676 members 
Mstep: Class 21 contains 57042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111034400.000000 Penalty: 46295.859375
Iteration 25Q: 15 clusters Score -1.110344e+08 nChanged 15387
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 56631 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 11 contains 89019 members 
Mstep: Class 12 contains 74754 members 
Mstep: Class 13 contains 78842 members 
Mstep: Class 14 contains 75090 members 
Mstep: Class 15 contains 28189 members 
Mstep: Class 16 contains 71994 members 
Mstep: Class 17 contains 79080 members 
Mstep: Class 18 contains 1296 members 
Mstep: Class 19 contains 755 members 
Mstep: Class 20 contains 1670 members 
Mstep: Class 21 contains 56674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111036592.000000 Penalty: 46295.859375
Iteration 26Q: 15 clusters Score -1.110366e+08 nChanged 13610
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 56684 members 
Mstep: Class 9 contains 1354 members 
Mstep: Class 11 contains 88417 members 
Mstep: Class 12 contains 74789 members 
Mstep: Class 13 contains 79397 members 
Mstep: Class 14 contains 74102 members 
Mstep: Class 15 contains 29234 members 
Mstep: Class 16 contains 72178 members 
Mstep: Class 17 contains 79101 members 
Mstep: Class 18 contains 1293 members 
Mstep: Class 19 contains 755 members 
Mstep: Class 20 contains 1666 members 
Mstep: Class 21 contains 56368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111038552.000000 Penalty: 46295.859375
Iteration 27Q: 15 clusters Score -1.110386e+08 nChanged 12185
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 56655 members 
Mstep: Class 9 contains 1349 members 
Mstep: Class 11 contains 87847 members 
Mstep: Class 12 contains 74858 members 
Mstep: Class 13 contains 79846 members 
Mstep: Class 14 contains 73241 members 
Mstep: Class 15 contains 30206 members 
Mstep: Class 16 contains 72318 members 
Mstep: Class 17 contains 79116 members 
Mstep: Class 18 contains 1293 members 
Mstep: Class 19 contains 755 members 
Mstep: Class 20 contains 1668 members 
Mstep: Class 21 contains 56162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111040112.000000 Penalty: 46295.859375
Iteration 28Q: 15 clusters Score -1.110401e+08 nChanged 11382
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 56575 members 
Mstep: Class 9 contains 1347 members 
Mstep: Class 11 contains 87530 members 
Mstep: Class 12 contains 74994 members 
Mstep: Class 13 contains 80102 members 
Mstep: Class 14 contains 72347 members 
Mstep: Class 15 contains 31019 members 
Mstep: Class 16 contains 72455 members 
Mstep: Class 17 contains 79142 members 
Mstep: Class 18 contains 1291 members 
Mstep: Class 19 contains 755 members 
Mstep: Class 20 contains 1667 members 
Mstep: Class 21 contains 56059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111040312.000000 Penalty: 46295.859375
Iteration 29Q: 15 clusters Score -1.110403e+08 nChanged 10642
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 56555 members 
Mstep: Class 9 contains 1348 members 
Mstep: Class 11 contains 87175 members 
Mstep: Class 12 contains 75213 members 
Mstep: Class 13 contains 80190 members 
Mstep: Class 14 contains 71389 members 
Mstep: Class 15 contains 31792 members 
Mstep: Class 16 contains 72578 members 
Mstep: Class 17 contains 79235 members 
Mstep: Class 18 contains 1289 members 
Mstep: Class 19 contains 755 members 
Mstep: Class 20 contains 1671 members 
Mstep: Class 21 contains 56060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111041600.000000 Penalty: 46295.859375
Iteration 30Q: 15 clusters Score -1.110416e+08 nChanged 10003
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 56448 members 
Mstep: Class 9 contains 1347 members 
Mstep: Class 11 contains 86965 members 
Mstep: Class 12 contains 75471 members 
Mstep: Class 13 contains 80319 members 
Mstep: Class 14 contains 70562 members 
Mstep: Class 15 contains 32496 members 
Mstep: Class 16 contains 72601 members 
Mstep: Class 17 contains 79325 members 
Mstep: Class 18 contains 1290 members 
Mstep: Class 19 contains 754 members 
Mstep: Class 20 contains 1674 members 
Mstep: Class 21 contains 55968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111042632.000000 Penalty: 46295.859375
Iteration 31Q: 15 clusters Score -1.110426e+08 nChanged 9529
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 56358 members 
Mstep: Class 9 contains 1349 members 
Mstep: Class 11 contains 86682 members 
Mstep: Class 12 contains 75686 members 
Mstep: Class 13 contains 80510 members 
Mstep: Class 14 contains 69616 members 
Mstep: Class 15 contains 33174 members 
Mstep: Class 16 contains 72607 members 
Mstep: Class 17 contains 79448 members 
Mstep: Class 18 contains 1289 members 
Mstep: Class 19 contains 754 members 
Mstep: Class 20 contains 1674 members 
Mstep: Class 21 contains 56053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111043176.000000 Penalty: 46295.859375
Iteration 32Q: 15 clusters Score -1.110432e+08 nChanged 9162
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 56286 members 
Mstep: Class 9 contains 1349 members 
Mstep: Class 11 contains 86469 members 
Mstep: Class 12 contains 75917 members 
Mstep: Class 13 contains 80603 members 
Mstep: Class 14 contains 68666 members 
Mstep: Class 15 contains 33810 members 
Mstep: Class 16 contains 72659 members 
Mstep: Class 17 contains 79487 members 
Mstep: Class 18 contains 1289 members 
Mstep: Class 19 contains 754 members 
Mstep: Class 20 contains 1675 members 
Mstep: Class 21 contains 56217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111043864.000000 Penalty: 46295.859375
Iteration 33Q: 15 clusters Score -1.110439e+08 nChanged 8709
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 56239 members 
Mstep: Class 9 contains 1349 members 
Mstep: Class 11 contains 86275 members 
Mstep: Class 12 contains 76130 members 
Mstep: Class 13 contains 80693 members 
Mstep: Class 14 contains 67795 members 
Mstep: Class 15 contains 34388 members 
Mstep: Class 16 contains 72668 members 
Mstep: Class 17 contains 79558 members 
Mstep: Class 18 contains 1288 members 
Mstep: Class 19 contains 754 members 
Mstep: Class 20 contains 1676 members 
Mstep: Class 21 contains 56340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111044448.000000 Penalty: 46295.859375
Iteration 34Q: 15 clusters Score -1.110444e+08 nChanged 8236
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 56279 members 
Mstep: Class 9 contains 1349 members 
Mstep: Class 11 contains 86022 members 
Mstep: Class 12 contains 76397 members 
Mstep: Class 13 contains 80712 members 
Mstep: Class 14 contains 66851 members 
Mstep: Class 15 contains 34972 members 
Mstep: Class 16 contains 72734 members 
Mstep: Class 17 contains 79629 members 
Mstep: Class 18 contains 1288 members 
Mstep: Class 19 contains 754 members 
Mstep: Class 20 contains 1677 members 
Mstep: Class 21 contains 56468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111045304.000000 Penalty: 46295.859375
Iteration 35Q: 15 clusters Score -1.110453e+08 nChanged 7869
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 56311 members 
Mstep: Class 9 contains 1350 members 
Mstep: Class 11 contains 85779 members 
Mstep: Class 12 contains 76578 members 
Mstep: Class 13 contains 80751 members 
Mstep: Class 14 contains 66035 members 
Mstep: Class 15 contains 35475 members 
Mstep: Class 16 contains 72763 members 
Mstep: Class 17 contains 79694 members 
Mstep: Class 18 contains 1287 members 
Mstep: Class 19 contains 754 members 
Mstep: Class 20 contains 1672 members 
Mstep: Class 21 contains 56658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111045232.000000 Penalty: 46295.859375
Iteration 36Q: 15 clusters Score -1.110452e+08 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 56361 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 11 contains 85540 members 
Mstep: Class 12 contains 76755 members 
Mstep: Class 13 contains 80820 members 
Mstep: Class 14 contains 65215 members 
Mstep: Class 15 contains 35965 members 
Mstep: Class 16 contains 72828 members 
Mstep: Class 17 contains 79702 members 
Mstep: Class 18 contains 1287 members 
Mstep: Class 19 contains 754 members 
Mstep: Class 20 contains 1672 members 
Mstep: Class 21 contains 56830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111046408.000000 Penalty: 46295.859375
Iteration 37Q: 15 clusters Score -1.110464e+08 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 56388 members 
Mstep: Class 9 contains 1351 members 
Mstep: Class 11 contains 85278 members 
Mstep: Class 12 contains 76986 members 
Mstep: Class 13 contains 80739 members 
Mstep: Class 14 contains 64481 members 
Mstep: Class 15 contains 36425 members 
Mstep: Class 16 contains 73066 members 
Mstep: Class 17 contains 79692 members 
Mstep: Class 18 contains 1287 members 
Mstep: Class 19 contains 754 members 
Mstep: Class 20 contains 1669 members 
Mstep: Class 21 contains 56944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111047680.000000 Penalty: 46295.859375
Iteration 38Q: 15 clusters Score -1.110477e+08 nChanged 6747
Entering ConstructFrom: 
Score: -111047680.000000 Penalty: 46295.859375
Entering ConstructFrom: 
Trying to split cluster 1 (2796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Entering Unmasked Estep 
Score: -473965.406250 Penalty: 1968.114380
	Iteration 0F: 2 clusters Score -473965.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -470840.687500 Penalty: 3936.228760
	Iteration 0F: 3 clusters Score -470840.7 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -471658.843750 Penalty: 3936.228760
	Iteration 1F: 3 clusters Score -471658.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -471979.250000 Penalty: 3936.228760
	Iteration 2F: 3 clusters Score -471979.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -472174.062500 Penalty: 3936.228760
	Iteration 3F: 3 clusters Score -472174.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -472299.406250 Penalty: 3936.228760
	Iteration 4Q: 3 clusters Score -472299.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -472410.656250 Penalty: 3936.228760
	Iteration 5Q: 3 clusters Score -472410.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -472520.531250 Penalty: 3936.228760
	Iteration 6Q: 3 clusters Score -472520.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -472645.250000 Penalty: 3936.228760
	Iteration 7Q: 3 clusters Score -472645.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -472748.062500 Penalty: 3936.228760
	Iteration 8Q: 3 clusters Score -472748.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -472849.781250 Penalty: 3936.228760
	Iteration 9Q: 3 clusters Score -472849.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -472937.812500 Penalty: 3936.228760
	Iteration 10Q: 3 clusters Score -472937.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -473007.718750 Penalty: 3936.228760
	Iteration 11Q: 3 clusters Score -473007.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -473069.312500 Penalty: 3936.228760
	Iteration 12Q: 3 clusters Score -473069.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -473121.812500 Penalty: 3936.228760
	Iteration 13Q: 3 clusters Score -473121.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -473173.718750 Penalty: 3936.228760
	Iteration 14Q: 3 clusters Score -473173.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -473226.656250 Penalty: 3936.228760
	Iteration 15Q: 3 clusters Score -473226.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -473263.906250 Penalty: 3936.228760
	Iteration 16Q: 3 clusters Score -473263.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -473302.187500 Penalty: 3936.228760
	Iteration 17Q: 3 clusters Score -473302.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -473329.031250 Penalty: 3936.228760
	Iteration 18Q: 3 clusters Score -473329 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -473343.250000 Penalty: 3936.228760
	Iteration 19Q: 3 clusters Score -473343.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -473361.281250 Penalty: 3936.228760
	Iteration 20F: 3 clusters Score -473361.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -473376.937500 Penalty: 3936.228760
	Iteration 21Q: 3 clusters Score -473376.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -473388.906250 Penalty: 3936.228760
	Iteration 22Q: 3 clusters Score -473388.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -473401.437500 Penalty: 3936.228760
	Iteration 23Q: 3 clusters Score -473401.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -473410.500000 Penalty: 3936.228760
	Iteration 24Q: 3 clusters Score -473410.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -473416.218750 Penalty: 3936.228760
	Iteration 25Q: 3 clusters Score -473416.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -473420.062500 Penalty: 3936.228760
	Iteration 26Q: 3 clusters Score -473420.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -473421.437500 Penalty: 3936.228760
	Iteration 27Q: 3 clusters Score -473421.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -473423.468750 Penalty: 3936.228760
	Iteration 28Q: 3 clusters Score -473423.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -473423.250000 Penalty: 3936.228760
	Iteration 29Q: 3 clusters Score -473423.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -473423.906250 Penalty: 3936.228760
	Iteration 30Q: 3 clusters Score -473423.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -473423.906250 Penalty: 3936.228760
	Iteration 31F: 3 clusters Score -473423.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (56423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56423 members 
Entering Unmasked Estep 
Score: -10284003.000000 Penalty: 2713.276611
	Iteration 0F: 2 clusters Score -1.0284e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -10255979.000000 Penalty: 5426.553223
	Iteration 0F: 3 clusters Score -1.025598e+07 nChanged 26241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -10271094.000000 Penalty: 5426.553223
	Iteration 1F: 3 clusters Score -1.027109e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -10271762.000000 Penalty: 5426.553223
	Iteration 2Q: 3 clusters Score -1.027176e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -10272611.000000 Penalty: 5426.553223
	Iteration 3Q: 3 clusters Score -1.027261e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -10273996.000000 Penalty: 5426.553223
	Iteration 4F: 3 clusters Score -1.0274e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -10276103.000000 Penalty: 5426.553223
	Iteration 5F: 3 clusters Score -1.02761e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 43056 members 
Entering Unmasked Estep 
Score: -10278891.000000 Penalty: 5426.553223
	Iteration 6F: 3 clusters Score -1.027889e+07 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 47398 members 
Entering Unmasked Estep 
Score: -10280063.000000 Penalty: 5426.553223
	Iteration 7F: 3 clusters Score -1.028006e+07 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 50947 members 
Entering Unmasked Estep 
Score: -10280612.000000 Penalty: 5426.553223
	Iteration 8F: 3 clusters Score -1.028061e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 53208 members 
Entering Unmasked Estep 
Score: -10280884.000000 Penalty: 5426.553223
	Iteration 9Q: 3 clusters Score -1.028088e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 54385 members 
Entering Unmasked Estep 
Score: -10281259.000000 Penalty: 5426.553223
	Iteration 10Q: 3 clusters Score -1.028126e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 54889 members 
Entering Unmasked Estep 
Score: -10281504.000000 Penalty: 5426.553223
	Iteration 11Q: 3 clusters Score -1.02815e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 55130 members 
Entering Unmasked Estep 
Score: -10281729.000000 Penalty: 5426.553223
	Iteration 12Q: 3 clusters Score -1.028173e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 55246 members 
Entering Unmasked Estep 
Score: -10281921.000000 Penalty: 5426.553223
	Iteration 13Q: 3 clusters Score -1.028192e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 55294 members 
Entering Unmasked Estep 
Score: -10282043.000000 Penalty: 5426.553223
	Iteration 14Q: 3 clusters Score -1.028204e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 55319 members 
Entering Unmasked Estep 
Score: -10282113.000000 Penalty: 5426.553223
	Iteration 15Q: 3 clusters Score -1.028211e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 55323 members 
Entering Unmasked Estep 
Score: -10282140.000000 Penalty: 5426.553223
	Iteration 16Q: 3 clusters Score -1.028214e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 55326 members 
Entering Unmasked Estep 
Score: -10282191.000000 Penalty: 5426.553223
	Iteration 17Q: 3 clusters Score -1.028219e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 55299 members 
Entering Unmasked Estep 
Score: -10282246.000000 Penalty: 5426.553223
	Iteration 18Q: 3 clusters Score -1.028225e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 55290 members 
Entering Unmasked Estep 
Score: -10282294.000000 Penalty: 5426.553223
	Iteration 19Q: 3 clusters Score -1.028229e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 55268 members 
Entering Unmasked Estep 
Score: -10282332.000000 Penalty: 5426.553223
	Iteration 20F: 3 clusters Score -1.028233e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 55252 members 
Entering Unmasked Estep 
Score: -10282357.000000 Penalty: 5426.553223
	Iteration 21Q: 3 clusters Score -1.028236e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 55243 members 
Entering Unmasked Estep 
Score: -10282355.000000 Penalty: 5426.553223
	Iteration 22Q: 3 clusters Score -1.028236e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 55233 members 
Entering Unmasked Estep 
Score: -10282373.000000 Penalty: 5426.553223
	Iteration 23Q: 3 clusters Score -1.028237e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 55238 members 
Entering Unmasked Estep 
Score: -10282385.000000 Penalty: 5426.553223
	Iteration 24Q: 3 clusters Score -1.028238e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 55231 members 
Entering Unmasked Estep 
Score: -10282400.000000 Penalty: 5426.553223
	Iteration 25Q: 3 clusters Score -1.02824e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 55234 members 
Entering Unmasked Estep 
Score: -10282409.000000 Penalty: 5426.553223
	Iteration 26Q: 3 clusters Score -1.028241e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 55243 members 
Entering Unmasked Estep 
Score: -10282412.000000 Penalty: 5426.553223
	Iteration 27Q: 3 clusters Score -1.028241e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 55242 members 
Entering Unmasked Estep 
Score: -10282426.000000 Penalty: 5426.553223
	Iteration 28Q: 3 clusters Score -1.028243e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 55240 members 
Entering Unmasked Estep 
Score: -10282452.000000 Penalty: 5426.553223
	Iteration 29Q: 3 clusters Score -1.028245e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 55239 members 
Entering Unmasked Estep 
Score: -10282430.000000 Penalty: 5426.553223
	Iteration 30Q: 3 clusters Score -1.028243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 55238 members 
Entering Unmasked Estep 
Score: -10282446.000000 Penalty: 5426.553223
	Iteration 31Q: 3 clusters Score -1.028245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 55242 members 
Entering Unmasked Estep 
Score: -10282446.000000 Penalty: 5426.553223
	Iteration 32Q: 3 clusters Score -1.028245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 55241 members 
Entering Unmasked Estep 
Score: -10282451.000000 Penalty: 5426.553223
	Iteration 33Q: 3 clusters Score -1.028245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 55241 members 
Entering Unmasked Estep 
Score: -10282455.000000 Penalty: 5426.553223
	Iteration 34Q: 3 clusters Score -1.028246e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 55242 members 
Entering Unmasked Estep 
Score: -10282447.000000 Penalty: 5426.553223
	Iteration 35Q: 3 clusters Score -1.028245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 55241 members 
Entering Unmasked Estep 
Score: -10282438.000000 Penalty: 5426.553223
	Iteration 36Q: 3 clusters Score -1.028244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 55238 members 
Entering Unmasked Estep 
Score: -10282452.000000 Penalty: 5426.553223
	Iteration 37Q: 3 clusters Score -1.028245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 55233 members 
Entering Unmasked Estep 
Score: -10282459.000000 Penalty: 5426.553223
	Iteration 38Q: 3 clusters Score -1.028246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 55230 members 
Entering Unmasked Estep 
Score: -10282463.000000 Penalty: 5426.553223
	Iteration 39Q: 3 clusters Score -1.028246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 55230 members 
Entering Unmasked Estep 
Score: -10282460.000000 Penalty: 5426.553223
	Iteration 40F: 3 clusters Score -1.028246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 55230 members 
Entering Unmasked Estep 
Score: -10282470.000000 Penalty: 5426.553223
	Iteration 41Q: 3 clusters Score -1.028247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 55228 members 
Entering Unmasked Estep 
Score: -10282467.000000 Penalty: 5426.553223
	Iteration 42Q: 3 clusters Score -1.028247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 55227 members 
Entering Unmasked Estep 
Score: -10282472.000000 Penalty: 5426.553223
	Iteration 43Q: 3 clusters Score -1.028247e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 55226 members 
Entering Unmasked Estep 
Score: -10282465.000000 Penalty: 5426.553223
	Iteration 44Q: 3 clusters Score -1.028246e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 55226 members 
Entering Unmasked Estep 
Score: -10282465.000000 Penalty: 5426.553223
	Iteration 45F: 3 clusters Score -1.028246e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Entering Unmasked Estep 
Score: -211212.984375 Penalty: 1788.099731
	Iteration 0F: 2 clusters Score -211213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -209099.218750 Penalty: 3576.199463
	Iteration 0F: 3 clusters Score -209099.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -209693.031250 Penalty: 3576.199463
	Iteration 1F: 3 clusters Score -209693 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -209913.656250 Penalty: 3576.199463
	Iteration 2F: 3 clusters Score -209913.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -210011.578125 Penalty: 3576.199463
	Iteration 3F: 3 clusters Score -210011.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -210081.703125 Penalty: 3576.199463
	Iteration 4Q: 3 clusters Score -210081.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -210158.593750 Penalty: 3576.199463
	Iteration 5Q: 3 clusters Score -210158.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -210250.328125 Penalty: 3576.199463
	Iteration 6Q: 3 clusters Score -210250.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -210370.703125 Penalty: 3576.199463
	Iteration 7Q: 3 clusters Score -210370.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -210471.656250 Penalty: 3576.199463
	Iteration 8Q: 3 clusters Score -210471.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -210549.781250 Penalty: 3576.199463
	Iteration 9Q: 3 clusters Score -210549.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -210613.656250 Penalty: 3576.199463
	Iteration 10Q: 3 clusters Score -210613.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -210687.578125 Penalty: 3576.199463
	Iteration 11Q: 3 clusters Score -210687.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -210774.843750 Penalty: 3576.199463
	Iteration 12Q: 3 clusters Score -210774.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -210816.875000 Penalty: 3576.199463
	Iteration 13Q: 3 clusters Score -210816.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -210844.296875 Penalty: 3576.199463
	Iteration 14Q: 3 clusters Score -210844.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -210866.671875 Penalty: 3576.199463
	Iteration 15Q: 3 clusters Score -210866.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -210879.000000 Penalty: 3576.199463
	Iteration 16Q: 3 clusters Score -210879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -210891.656250 Penalty: 3576.199463
	Iteration 17Q: 3 clusters Score -210891.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -210901.921875 Penalty: 3576.199463
	Iteration 18Q: 3 clusters Score -210901.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -210910.828125 Penalty: 3576.199463
	Iteration 19Q: 3 clusters Score -210910.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -210918.687500 Penalty: 3576.199463
	Iteration 20F: 3 clusters Score -210918.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -210925.125000 Penalty: 3576.199463
	Iteration 21Q: 3 clusters Score -210925.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -210928.906250 Penalty: 3576.199463
	Iteration 22Q: 3 clusters Score -210928.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -210935.359375 Penalty: 3576.199463
	Iteration 23Q: 3 clusters Score -210935.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -210939.843750 Penalty: 3576.199463
	Iteration 24Q: 3 clusters Score -210939.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -210944.828125 Penalty: 3576.199463
	Iteration 25Q: 3 clusters Score -210944.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -210949.328125 Penalty: 3576.199463
	Iteration 26Q: 3 clusters Score -210949.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -210966.390625 Penalty: 3576.199463
	Iteration 27Q: 3 clusters Score -210966.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -210984.671875 Penalty: 3576.199463
	Iteration 28Q: 3 clusters Score -210984.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -210988.343750 Penalty: 3576.199463
	Iteration 29Q: 3 clusters Score -210988.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -210988.343750 Penalty: 3576.199463
	Iteration 30F: 3 clusters Score -210988.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (85037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85037 members 
Entering Unmasked Estep 
Score: -15403485.000000 Penalty: 2815.008789
	Iteration 0F: 2 clusters Score -1.540348e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 42397 members 
Entering Unmasked Estep 
Score: -15376907.000000 Penalty: 5630.017578
	Iteration 0F: 3 clusters Score -1.537691e+07 nChanged 40148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -15399509.000000 Penalty: 5630.017578
	Iteration 1F: 3 clusters Score -1.539951e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44082 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -15400062.000000 Penalty: 5630.017578
	Iteration 2Q: 3 clusters Score -1.540006e+07 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44502 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -15400684.000000 Penalty: 5630.017578
	Iteration 3Q: 3 clusters Score -1.540068e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -15401417.000000 Penalty: 5630.017578
	Iteration 4Q: 3 clusters Score -1.540142e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45550 members 
Mstep: Class 2 contains 39487 members 
Entering Unmasked Estep 
Score: -15402605.000000 Penalty: 5630.017578
	Iteration 5Q: 3 clusters Score -1.54026e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45833 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -15404667.000000 Penalty: 5630.017578
	Iteration 6F: 3 clusters Score -1.540467e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45949 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -15408266.000000 Penalty: 5630.017578
	Iteration 7F: 3 clusters Score -1.540827e+07 nChanged 6149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45700 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -15412914.000000 Penalty: 5630.017578
	Iteration 8F: 3 clusters Score -1.541291e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45135 members 
Mstep: Class 2 contains 39902 members 
Entering Unmasked Estep 
Score: -15416249.000000 Penalty: 5630.017578
	Iteration 9F: 3 clusters Score -1.541625e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44499 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -15417381.000000 Penalty: 5630.017578
	Iteration 10Q: 3 clusters Score -1.541738e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 41103 members 
Entering Unmasked Estep 
Score: -15417802.000000 Penalty: 5630.017578
	Iteration 11Q: 3 clusters Score -1.54178e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43346 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -15418081.000000 Penalty: 5630.017578
	Iteration 12Q: 3 clusters Score -1.541808e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -15418353.000000 Penalty: 5630.017578
	Iteration 13Q: 3 clusters Score -1.541835e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 43164 members 
Entering Unmasked Estep 
Score: -15418581.000000 Penalty: 5630.017578
	Iteration 14Q: 3 clusters Score -1.541858e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 44030 members 
Entering Unmasked Estep 
Score: -15418681.000000 Penalty: 5630.017578
	Iteration 15Q: 3 clusters Score -1.541868e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -15418720.000000 Penalty: 5630.017578
	Iteration 16Q: 3 clusters Score -1.541872e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38415 members 
Mstep: Class 2 contains 46622 members 
Entering Unmasked Estep 
Score: -15418738.000000 Penalty: 5630.017578
	Iteration 17Q: 3 clusters Score -1.541874e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 49191 members 
Entering Unmasked Estep 
Score: -15418317.000000 Penalty: 5630.017578
	Iteration 18Q: 3 clusters Score -1.541832e+07 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 53255 members 
Entering Unmasked Estep 
Score: -15417083.000000 Penalty: 5630.017578
	Iteration 19Q: 3 clusters Score -1.541708e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 58957 members 
Entering Unmasked Estep 
Score: -15414794.000000 Penalty: 5630.017578
	Iteration 20F: 3 clusters Score -1.541479e+07 nChanged 6996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 65845 members 
Entering Unmasked Estep 
Score: -15412483.000000 Penalty: 5630.017578
	Iteration 21F: 3 clusters Score -1.541248e+07 nChanged 6228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 71873 members 
Entering Unmasked Estep 
Score: -15410131.000000 Penalty: 5630.017578
	Iteration 22F: 3 clusters Score -1.541013e+07 nChanged 4327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 76060 members 
Entering Unmasked Estep 
Score: -15407472.000000 Penalty: 5630.017578
	Iteration 23F: 3 clusters Score -1.540747e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 78828 members 
Entering Unmasked Estep 
Score: -15405826.000000 Penalty: 5630.017578
	Iteration 24Q: 3 clusters Score -1.540583e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 80661 members 
Entering Unmasked Estep 
Score: -15404624.000000 Penalty: 5630.017578
	Iteration 25Q: 3 clusters Score -1.540462e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 81835 members 
Entering Unmasked Estep 
Score: -15404074.000000 Penalty: 5630.017578
	Iteration 26Q: 3 clusters Score -1.540407e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 82680 members 
Entering Unmasked Estep 
Score: -15403244.000000 Penalty: 5630.017578
	Iteration 27Q: 3 clusters Score -1.540324e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 83227 members 
Entering Unmasked Estep 
Score: -15402626.000000 Penalty: 5630.017578
	Iteration 28Q: 3 clusters Score -1.540263e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 83627 members 
Entering Unmasked Estep 
Score: -15402243.000000 Penalty: 5630.017578
	Iteration 29Q: 3 clusters Score -1.540224e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 83908 members 
Entering Unmasked Estep 
Score: -15402106.000000 Penalty: 5630.017578
	Iteration 30Q: 3 clusters Score -1.540211e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 84106 members 
Entering Unmasked Estep 
Score: -15401958.000000 Penalty: 5630.017578
	Iteration 31Q: 3 clusters Score -1.540196e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 84259 members 
Entering Unmasked Estep 
Score: -15401834.000000 Penalty: 5630.017578
	Iteration 32Q: 3 clusters Score -1.540183e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 84370 members 
Entering Unmasked Estep 
Score: -15401761.000000 Penalty: 5630.017578
	Iteration 33Q: 3 clusters Score -1.540176e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 84453 members 
Entering Unmasked Estep 
Score: -15401661.000000 Penalty: 5630.017578
	Iteration 34Q: 3 clusters Score -1.540166e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 84519 members 
Entering Unmasked Estep 
Score: -15401604.000000 Penalty: 5630.017578
	Iteration 35Q: 3 clusters Score -1.54016e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 84560 members 
Entering Unmasked Estep 
Score: -15401583.000000 Penalty: 5630.017578
	Iteration 36Q: 3 clusters Score -1.540158e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 84580 members 
Entering Unmasked Estep 
Score: -15401565.000000 Penalty: 5630.017578
	Iteration 37Q: 3 clusters Score -1.540156e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 84609 members 
Entering Unmasked Estep 
Score: -15401544.000000 Penalty: 5630.017578
	Iteration 38Q: 3 clusters Score -1.540154e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 84628 members 
Entering Unmasked Estep 
Score: -15401541.000000 Penalty: 5630.017578
	Iteration 39Q: 3 clusters Score -1.540154e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 84633 members 
Entering Unmasked Estep 
Score: -15401559.000000 Penalty: 5630.017578
	Iteration 40F: 3 clusters Score -1.540156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 84637 members 
Entering Unmasked Estep 
Score: -15401553.000000 Penalty: 5630.017578
	Iteration 41Q: 3 clusters Score -1.540155e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 84639 members 
Entering Unmasked Estep 
Score: -15401576.000000 Penalty: 5630.017578
	Iteration 42Q: 3 clusters Score -1.540158e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 84644 members 
Entering Unmasked Estep 
Score: -15401597.000000 Penalty: 5630.017578
	Iteration 43Q: 3 clusters Score -1.54016e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 84649 members 
Entering Unmasked Estep 
Score: -15401584.000000 Penalty: 5630.017578
	Iteration 44Q: 3 clusters Score -1.540158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 84653 members 
Entering Unmasked Estep 
Score: -15401576.000000 Penalty: 5630.017578
	Iteration 45Q: 3 clusters Score -1.540158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 84655 members 
Entering Unmasked Estep 
Score: -15401584.000000 Penalty: 5630.017578
	Iteration 46Q: 3 clusters Score -1.540158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 84658 members 
Entering Unmasked Estep 
Score: -15401592.000000 Penalty: 5630.017578
	Iteration 47Q: 3 clusters Score -1.540159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 84659 members 
Entering Unmasked Estep 
Score: -15401591.000000 Penalty: 5630.017578
	Iteration 48Q: 3 clusters Score -1.540159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 84660 members 
Entering Unmasked Estep 
Score: -15401593.000000 Penalty: 5630.017578
	Iteration 49Q: 3 clusters Score -1.540159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 84663 members 
Entering Unmasked Estep 
Score: -15401599.000000 Penalty: 5630.017578
	Iteration 50Q: 3 clusters Score -1.54016e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 84665 members 
Entering Unmasked Estep 
Score: -15401590.000000 Penalty: 5630.017578
	Iteration 51Q: 3 clusters Score -1.540159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 84666 members 
Entering Unmasked Estep 
Score: -15401590.000000 Penalty: 5630.017578
	Iteration 52Q: 3 clusters Score -1.540159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 84667 members 
Entering Unmasked Estep 
Score: -15401597.000000 Penalty: 5630.017578
	Iteration 53Q: 3 clusters Score -1.54016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 84668 members 
Entering Unmasked Estep 
Score: -15401599.000000 Penalty: 5630.017578
	Iteration 54Q: 3 clusters Score -1.54016e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 84670 members 
Entering Unmasked Estep 
Score: -15401589.000000 Penalty: 5630.017578
	Iteration 55Q: 3 clusters Score -1.540159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 84668 members 
Entering Unmasked Estep 
Score: -15401593.000000 Penalty: 5630.017578
	Iteration 56Q: 3 clusters Score -1.540159e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 84666 members 
Entering Unmasked Estep 
Score: -15401601.000000 Penalty: 5630.017578
	Iteration 57Q: 3 clusters Score -1.54016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 84667 members 
Entering Unmasked Estep 
Score: -15401604.000000 Penalty: 5630.017578
	Iteration 58Q: 3 clusters Score -1.54016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 84668 members 
Entering Unmasked Estep 
Score: -15401605.000000 Penalty: 5630.017578
	Iteration 59Q: 3 clusters Score -1.54016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 84667 members 
Entering Unmasked Estep 
Score: -15401605.000000 Penalty: 5630.017578
	Iteration 60F: 3 clusters Score -1.54016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 84668 members 
Entering Unmasked Estep 
Score: -15401607.000000 Penalty: 5630.017578
	Iteration 61Q: 3 clusters Score -1.540161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 84670 members 
Entering Unmasked Estep 
Score: -15401613.000000 Penalty: 5630.017578
	Iteration 62Q: 3 clusters Score -1.540161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 84673 members 
Entering Unmasked Estep 
Score: -15401618.000000 Penalty: 5630.017578
	Iteration 63Q: 3 clusters Score -1.540162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 84674 members 
Entering Unmasked Estep 
Score: -15401617.000000 Penalty: 5630.017578
	Iteration 64Q: 3 clusters Score -1.540162e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 84674 members 
Entering Unmasked Estep 
Score: -15401617.000000 Penalty: 5630.017578
	Iteration 65F: 3 clusters Score -1.540162e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (77188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77188 members 
Entering Unmasked Estep 
Score: -14079921.000000 Penalty: 2790.991943
	Iteration 0F: 2 clusters Score -1.407992e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -14050206.000000 Penalty: 5581.983887
	Iteration 0F: 3 clusters Score -1.405021e+07 nChanged 36301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -14070961.000000 Penalty: 5581.983887
	Iteration 1F: 3 clusters Score -1.407096e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38921 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -14072071.000000 Penalty: 5581.983887
	Iteration 2Q: 3 clusters Score -1.407207e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -14073369.000000 Penalty: 5581.983887
	Iteration 3Q: 3 clusters Score -1.407337e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
Score: -14074820.000000 Penalty: 5581.983887
	Iteration 4Q: 3 clusters Score -1.407482e+07 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -14076709.000000 Penalty: 5581.983887
	Iteration 5F: 3 clusters Score -1.407671e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39529 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -14078779.000000 Penalty: 5581.983887
	Iteration 6F: 3 clusters Score -1.407878e+07 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -14081296.000000 Penalty: 5581.983887
	Iteration 7F: 3 clusters Score -1.40813e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -14083687.000000 Penalty: 5581.983887
	Iteration 8F: 3 clusters Score -1.408369e+07 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -14085796.000000 Penalty: 5581.983887
	Iteration 9Q: 3 clusters Score -1.40858e+07 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
Score: -14087307.000000 Penalty: 5581.983887
	Iteration 10Q: 3 clusters Score -1.408731e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 37267 members 
Entering Unmasked Estep 
Score: -14087927.000000 Penalty: 5581.983887
	Iteration 11Q: 3 clusters Score -1.408793e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -14088220.000000 Penalty: 5581.983887
	Iteration 12Q: 3 clusters Score -1.408822e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -14088356.000000 Penalty: 5581.983887
	Iteration 13Q: 3 clusters Score -1.408836e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -14088407.000000 Penalty: 5581.983887
	Iteration 14Q: 3 clusters Score -1.408841e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -14088483.000000 Penalty: 5581.983887
	Iteration 15Q: 3 clusters Score -1.408848e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -14088587.000000 Penalty: 5581.983887
	Iteration 16Q: 3 clusters Score -1.408859e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40695 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -14088693.000000 Penalty: 5581.983887
	Iteration 17Q: 3 clusters Score -1.408869e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 36324 members 
Entering Unmasked Estep 
Score: -14088817.000000 Penalty: 5581.983887
	Iteration 18Q: 3 clusters Score -1.408882e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -14088840.000000 Penalty: 5581.983887
	Iteration 19Q: 3 clusters Score -1.408884e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -14088917.000000 Penalty: 5581.983887
	Iteration 20F: 3 clusters Score -1.408892e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -14088921.000000 Penalty: 5581.983887
	Iteration 21Q: 3 clusters Score -1.408892e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -14088945.000000 Penalty: 5581.983887
	Iteration 22Q: 3 clusters Score -1.408894e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41509 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -14088939.000000 Penalty: 5581.983887
	Iteration 23Q: 3 clusters Score -1.408894e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -14088933.000000 Penalty: 5581.983887
	Iteration 24Q: 3 clusters Score -1.408893e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -14088982.000000 Penalty: 5581.983887
	Iteration 25Q: 3 clusters Score -1.408898e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -14089001.000000 Penalty: 5581.983887
	Iteration 26Q: 3 clusters Score -1.4089e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41866 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -14088990.000000 Penalty: 5581.983887
	Iteration 27Q: 3 clusters Score -1.408899e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -14088979.000000 Penalty: 5581.983887
	Iteration 28Q: 3 clusters Score -1.408898e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -14089003.000000 Penalty: 5581.983887
	Iteration 29Q: 3 clusters Score -1.4089e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -14089047.000000 Penalty: 5581.983887
	Iteration 30Q: 3 clusters Score -1.408905e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 35036 members 
Entering Unmasked Estep 
Score: -14089036.000000 Penalty: 5581.983887
	Iteration 31Q: 3 clusters Score -1.408904e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 34939 members 
Entering Unmasked Estep 
Score: -14089063.000000 Penalty: 5581.983887
	Iteration 32Q: 3 clusters Score -1.408906e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42384 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -14089042.000000 Penalty: 5581.983887
	Iteration 33Q: 3 clusters Score -1.408904e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -14089026.000000 Penalty: 5581.983887
	Iteration 34Q: 3 clusters Score -1.408903e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42672 members 
Mstep: Class 2 contains 34516 members 
Entering Unmasked Estep 
Score: -14089028.000000 Penalty: 5581.983887
	Iteration 35Q: 3 clusters Score -1.408903e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -14088987.000000 Penalty: 5581.983887
	Iteration 36Q: 3 clusters Score -1.408899e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42990 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -14088978.000000 Penalty: 5581.983887
	Iteration 37Q: 3 clusters Score -1.408898e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -14088953.000000 Penalty: 5581.983887
	Iteration 38Q: 3 clusters Score -1.408895e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43323 members 
Mstep: Class 2 contains 33865 members 
Entering Unmasked Estep 
Score: -14088871.000000 Penalty: 5581.983887
	Iteration 39Q: 3 clusters Score -1.408887e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -14088937.000000 Penalty: 5581.983887
	Iteration 40F: 3 clusters Score -1.408894e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43607 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -14088910.000000 Penalty: 5581.983887
	Iteration 41Q: 3 clusters Score -1.408891e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -14088903.000000 Penalty: 5581.983887
	Iteration 42Q: 3 clusters Score -1.40889e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43901 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -14088931.000000 Penalty: 5581.983887
	Iteration 43Q: 3 clusters Score -1.408893e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -14088869.000000 Penalty: 5581.983887
	Iteration 44Q: 3 clusters Score -1.408887e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44143 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -14088863.000000 Penalty: 5581.983887
	Iteration 45Q: 3 clusters Score -1.408886e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44282 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -14088875.000000 Penalty: 5581.983887
	Iteration 46Q: 3 clusters Score -1.408888e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44449 members 
Mstep: Class 2 contains 32739 members 
Entering Unmasked Estep 
Score: -14088857.000000 Penalty: 5581.983887
	Iteration 47Q: 3 clusters Score -1.408886e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -14088756.000000 Penalty: 5581.983887
	Iteration 48Q: 3 clusters Score -1.408876e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44811 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -14088655.000000 Penalty: 5581.983887
	Iteration 49Q: 3 clusters Score -1.408866e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -14088634.000000 Penalty: 5581.983887
	Iteration 50Q: 3 clusters Score -1.408863e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -14088589.000000 Penalty: 5581.983887
	Iteration 51Q: 3 clusters Score -1.408859e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 31842 members 
Entering Unmasked Estep 
Score: -14088531.000000 Penalty: 5581.983887
	Iteration 52Q: 3 clusters Score -1.408853e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -14088544.000000 Penalty: 5581.983887
	Iteration 53Q: 3 clusters Score -1.408854e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45631 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -14088480.000000 Penalty: 5581.983887
	Iteration 54Q: 3 clusters Score -1.408848e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -14088500.000000 Penalty: 5581.983887
	Iteration 55Q: 3 clusters Score -1.40885e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45833 members 
Mstep: Class 2 contains 31355 members 
Entering Unmasked Estep 
Score: -14088491.000000 Penalty: 5581.983887
	Iteration 56Q: 3 clusters Score -1.408849e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -14088471.000000 Penalty: 5581.983887
	Iteration 57Q: 3 clusters Score -1.408847e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45948 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -14088513.000000 Penalty: 5581.983887
	Iteration 58Q: 3 clusters Score -1.408851e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45954 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -14088551.000000 Penalty: 5581.983887
	Iteration 59Q: 3 clusters Score -1.408855e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45916 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -14088511.000000 Penalty: 5581.983887
	Iteration 60F: 3 clusters Score -1.408851e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45873 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -14088517.000000 Penalty: 5581.983887
	Iteration 61Q: 3 clusters Score -1.408852e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45821 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -14088569.000000 Penalty: 5581.983887
	Iteration 62Q: 3 clusters Score -1.408857e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45736 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -14088627.000000 Penalty: 5581.983887
	Iteration 63Q: 3 clusters Score -1.408863e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -14088665.000000 Penalty: 5581.983887
	Iteration 64Q: 3 clusters Score -1.408866e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45546 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -14088690.000000 Penalty: 5581.983887
	Iteration 65Q: 3 clusters Score -1.408869e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -14088719.000000 Penalty: 5581.983887
	Iteration 66Q: 3 clusters Score -1.408872e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -14088801.000000 Penalty: 5581.983887
	Iteration 67Q: 3 clusters Score -1.40888e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -14088842.000000 Penalty: 5581.983887
	Iteration 68Q: 3 clusters Score -1.408884e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44992 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -14088921.000000 Penalty: 5581.983887
	Iteration 69Q: 3 clusters Score -1.408892e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -14088934.000000 Penalty: 5581.983887
	Iteration 70Q: 3 clusters Score -1.408893e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -14088972.000000 Penalty: 5581.983887
	Iteration 71Q: 3 clusters Score -1.408897e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -14089049.000000 Penalty: 5581.983887
	Iteration 72Q: 3 clusters Score -1.408905e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -14089063.000000 Penalty: 5581.983887
	Iteration 73Q: 3 clusters Score -1.408906e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44362 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -14089093.000000 Penalty: 5581.983887
	Iteration 74Q: 3 clusters Score -1.408909e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44273 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -14089153.000000 Penalty: 5581.983887
	Iteration 75Q: 3 clusters Score -1.408915e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44218 members 
Mstep: Class 2 contains 32970 members 
Entering Unmasked Estep 
Score: -14089229.000000 Penalty: 5581.983887
	Iteration 76Q: 3 clusters Score -1.408923e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -14089271.000000 Penalty: 5581.983887
	Iteration 77Q: 3 clusters Score -1.408927e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44217 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -14089346.000000 Penalty: 5581.983887
	Iteration 78Q: 3 clusters Score -1.408935e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44241 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -14089401.000000 Penalty: 5581.983887
	Iteration 79Q: 3 clusters Score -1.40894e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44280 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -14089451.000000 Penalty: 5581.983887
	Iteration 80F: 3 clusters Score -1.408945e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -14089522.000000 Penalty: 5581.983887
	Iteration 81Q: 3 clusters Score -1.408952e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44298 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -14089605.000000 Penalty: 5581.983887
	Iteration 82Q: 3 clusters Score -1.40896e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -14089659.000000 Penalty: 5581.983887
	Iteration 83Q: 3 clusters Score -1.408966e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -14089716.000000 Penalty: 5581.983887
	Iteration 84Q: 3 clusters Score -1.408972e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44446 members 
Mstep: Class 2 contains 32742 members 
Entering Unmasked Estep 
Score: -14089777.000000 Penalty: 5581.983887
	Iteration 85Q: 3 clusters Score -1.408978e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44550 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -14089817.000000 Penalty: 5581.983887
	Iteration 86Q: 3 clusters Score -1.408982e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44639 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -14089853.000000 Penalty: 5581.983887
	Iteration 87Q: 3 clusters Score -1.408985e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44748 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -14089904.000000 Penalty: 5581.983887
	Iteration 88Q: 3 clusters Score -1.40899e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44870 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -14089945.000000 Penalty: 5581.983887
	Iteration 89Q: 3 clusters Score -1.408994e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 32178 members 
Entering Unmasked Estep 
Score: -14089987.000000 Penalty: 5581.983887
	Iteration 90Q: 3 clusters Score -1.408999e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45129 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -14089966.000000 Penalty: 5581.983887
	Iteration 91Q: 3 clusters Score -1.408997e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45250 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -14090020.000000 Penalty: 5581.983887
	Iteration 92Q: 3 clusters Score -1.409002e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -14089994.000000 Penalty: 5581.983887
	Iteration 93Q: 3 clusters Score -1.408999e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45519 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -14090014.000000 Penalty: 5581.983887
	Iteration 94Q: 3 clusters Score -1.409001e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -14090017.000000 Penalty: 5581.983887
	Iteration 95Q: 3 clusters Score -1.409002e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -14090039.000000 Penalty: 5581.983887
	Iteration 96Q: 3 clusters Score -1.409004e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45865 members 
Mstep: Class 2 contains 31323 members 
Entering Unmasked Estep 
Score: -14090044.000000 Penalty: 5581.983887
	Iteration 97Q: 3 clusters Score -1.409004e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45963 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -14090010.000000 Penalty: 5581.983887
	Iteration 98Q: 3 clusters Score -1.409001e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46062 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -14089982.000000 Penalty: 5581.983887
	Iteration 99Q: 3 clusters Score -1.408998e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46164 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -14089971.000000 Penalty: 5581.983887
	Iteration 100F: 3 clusters Score -1.408997e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46248 members 
Mstep: Class 2 contains 30940 members 
Entering Unmasked Estep 
Score: -14089949.000000 Penalty: 5581.983887
	Iteration 101Q: 3 clusters Score -1.408995e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46317 members 
Mstep: Class 2 contains 30871 members 
Entering Unmasked Estep 
Score: -14089911.000000 Penalty: 5581.983887
	Iteration 102Q: 3 clusters Score -1.408991e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46366 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -14089900.000000 Penalty: 5581.983887
	Iteration 103Q: 3 clusters Score -1.40899e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46416 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -14089896.000000 Penalty: 5581.983887
	Iteration 104Q: 3 clusters Score -1.40899e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46468 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -14089852.000000 Penalty: 5581.983887
	Iteration 105Q: 3 clusters Score -1.408985e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46511 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -14089879.000000 Penalty: 5581.983887
	Iteration 106Q: 3 clusters Score -1.408988e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -14089878.000000 Penalty: 5581.983887
	Iteration 107Q: 3 clusters Score -1.408988e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46567 members 
Mstep: Class 2 contains 30621 members 
Entering Unmasked Estep 
Score: -14089838.000000 Penalty: 5581.983887
	Iteration 108Q: 3 clusters Score -1.408984e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46594 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -14089801.000000 Penalty: 5581.983887
	Iteration 109Q: 3 clusters Score -1.40898e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -14089805.000000 Penalty: 5581.983887
	Iteration 110Q: 3 clusters Score -1.40898e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -14089804.000000 Penalty: 5581.983887
	Iteration 111Q: 3 clusters Score -1.40898e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46659 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -14089790.000000 Penalty: 5581.983887
	Iteration 112Q: 3 clusters Score -1.408979e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46678 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -14089762.000000 Penalty: 5581.983887
	Iteration 113Q: 3 clusters Score -1.408976e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46672 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -14089768.000000 Penalty: 5581.983887
	Iteration 114Q: 3 clusters Score -1.408977e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 30522 members 
Entering Unmasked Estep 
Score: -14089759.000000 Penalty: 5581.983887
	Iteration 115Q: 3 clusters Score -1.408976e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -14089759.000000 Penalty: 5581.983887
	Iteration 116Q: 3 clusters Score -1.408976e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -14089758.000000 Penalty: 5581.983887
	Iteration 117Q: 3 clusters Score -1.408976e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46641 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -14089757.000000 Penalty: 5581.983887
	Iteration 118Q: 3 clusters Score -1.408976e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46625 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -14089773.000000 Penalty: 5581.983887
	Iteration 119Q: 3 clusters Score -1.408977e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46604 members 
Mstep: Class 2 contains 30584 members 
Entering Unmasked Estep 
Score: -14089771.000000 Penalty: 5581.983887
	Iteration 120F: 3 clusters Score -1.408977e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46577 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -14089727.000000 Penalty: 5581.983887
	Iteration 121Q: 3 clusters Score -1.408973e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46563 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -14089730.000000 Penalty: 5581.983887
	Iteration 122Q: 3 clusters Score -1.408973e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46551 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -14089756.000000 Penalty: 5581.983887
	Iteration 123Q: 3 clusters Score -1.408976e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -14089759.000000 Penalty: 5581.983887
	Iteration 124Q: 3 clusters Score -1.408976e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46516 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -14089771.000000 Penalty: 5581.983887
	Iteration 125Q: 3 clusters Score -1.408977e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46493 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -14089782.000000 Penalty: 5581.983887
	Iteration 126Q: 3 clusters Score -1.408978e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -14089782.000000 Penalty: 5581.983887
	Iteration 127Q: 3 clusters Score -1.408978e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46474 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -14089780.000000 Penalty: 5581.983887
	Iteration 128Q: 3 clusters Score -1.408978e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46460 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -14089801.000000 Penalty: 5581.983887
	Iteration 129Q: 3 clusters Score -1.40898e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -14089806.000000 Penalty: 5581.983887
	Iteration 130Q: 3 clusters Score -1.408981e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46441 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -14089810.000000 Penalty: 5581.983887
	Iteration 131Q: 3 clusters Score -1.408981e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46430 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -14089794.000000 Penalty: 5581.983887
	Iteration 132Q: 3 clusters Score -1.408979e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -14089804.000000 Penalty: 5581.983887
	Iteration 133Q: 3 clusters Score -1.40898e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46391 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -14089789.000000 Penalty: 5581.983887
	Iteration 134Q: 3 clusters Score -1.408979e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46391 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -14089787.000000 Penalty: 5581.983887
	Iteration 135Q: 3 clusters Score -1.408979e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46381 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -14089802.000000 Penalty: 5581.983887
	Iteration 136Q: 3 clusters Score -1.40898e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46363 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -14089806.000000 Penalty: 5581.983887
	Iteration 137Q: 3 clusters Score -1.408981e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46337 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -14089833.000000 Penalty: 5581.983887
	Iteration 138Q: 3 clusters Score -1.408983e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -14089828.000000 Penalty: 5581.983887
	Iteration 139Q: 3 clusters Score -1.408983e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46298 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -14089850.000000 Penalty: 5581.983887
	Iteration 140F: 3 clusters Score -1.408985e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46288 members 
Mstep: Class 2 contains 30900 members 
Entering Unmasked Estep 
Score: -14089859.000000 Penalty: 5581.983887
	Iteration 141Q: 3 clusters Score -1.408986e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46275 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -14089845.000000 Penalty: 5581.983887
	Iteration 142Q: 3 clusters Score -1.408984e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46261 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -14089818.000000 Penalty: 5581.983887
	Iteration 143Q: 3 clusters Score -1.408982e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46252 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -14089831.000000 Penalty: 5581.983887
	Iteration 144Q: 3 clusters Score -1.408983e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46242 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -14089832.000000 Penalty: 5581.983887
	Iteration 145Q: 3 clusters Score -1.408983e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46240 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -14089830.000000 Penalty: 5581.983887
	Iteration 146Q: 3 clusters Score -1.408983e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46233 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -14089821.000000 Penalty: 5581.983887
	Iteration 147Q: 3 clusters Score -1.408982e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -14089819.000000 Penalty: 5581.983887
	Iteration 148Q: 3 clusters Score -1.408982e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46227 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -14089823.000000 Penalty: 5581.983887
	Iteration 149Q: 3 clusters Score -1.408982e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46223 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -14089833.000000 Penalty: 5581.983887
	Iteration 150Q: 3 clusters Score -1.408983e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46219 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -14089817.000000 Penalty: 5581.983887
	Iteration 151Q: 3 clusters Score -1.408982e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46207 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -14089826.000000 Penalty: 5581.983887
	Iteration 152Q: 3 clusters Score -1.408983e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46191 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -14089824.000000 Penalty: 5581.983887
	Iteration 153Q: 3 clusters Score -1.408982e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46181 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -14089836.000000 Penalty: 5581.983887
	Iteration 154Q: 3 clusters Score -1.408984e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46165 members 
Mstep: Class 2 contains 31023 members 
Entering Unmasked Estep 
Score: -14089834.000000 Penalty: 5581.983887
	Iteration 155Q: 3 clusters Score -1.408983e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46148 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -14089856.000000 Penalty: 5581.983887
	Iteration 156Q: 3 clusters Score -1.408986e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -14089830.000000 Penalty: 5581.983887
	Iteration 157Q: 3 clusters Score -1.408983e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -14089851.000000 Penalty: 5581.983887
	Iteration 158Q: 3 clusters Score -1.408985e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -14089874.000000 Penalty: 5581.983887
	Iteration 159Q: 3 clusters Score -1.408987e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46073 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -14089880.000000 Penalty: 5581.983887
	Iteration 160F: 3 clusters Score -1.408988e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46053 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -14089888.000000 Penalty: 5581.983887
	Iteration 161Q: 3 clusters Score -1.408989e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -14089873.000000 Penalty: 5581.983887
	Iteration 162Q: 3 clusters Score -1.408987e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
Score: -14089903.000000 Penalty: 5581.983887
	Iteration 163Q: 3 clusters Score -1.40899e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -14089898.000000 Penalty: 5581.983887
	Iteration 164Q: 3 clusters Score -1.40899e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45998 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -14089929.000000 Penalty: 5581.983887
	Iteration 165Q: 3 clusters Score -1.408993e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45978 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -14089929.000000 Penalty: 5581.983887
	Iteration 166Q: 3 clusters Score -1.408993e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45960 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -14089943.000000 Penalty: 5581.983887
	Iteration 167Q: 3 clusters Score -1.408994e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45951 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -14089919.000000 Penalty: 5581.983887
	Iteration 168Q: 3 clusters Score -1.408992e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45941 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -14089919.000000 Penalty: 5581.983887
	Iteration 169Q: 3 clusters Score -1.408992e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45935 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -14089935.000000 Penalty: 5581.983887
	Iteration 170Q: 3 clusters Score -1.408994e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45919 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -14089947.000000 Penalty: 5581.983887
	Iteration 171Q: 3 clusters Score -1.408995e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45909 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -14089941.000000 Penalty: 5581.983887
	Iteration 172Q: 3 clusters Score -1.408994e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45891 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -14089954.000000 Penalty: 5581.983887
	Iteration 173Q: 3 clusters Score -1.408995e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45874 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
Score: -14089953.000000 Penalty: 5581.983887
	Iteration 174Q: 3 clusters Score -1.408995e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45857 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
Score: -14089958.000000 Penalty: 5581.983887
	Iteration 175Q: 3 clusters Score -1.408996e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45846 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -14089973.000000 Penalty: 5581.983887
	Iteration 176Q: 3 clusters Score -1.408997e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 31350 members 
Entering Unmasked Estep 
Score: -14089962.000000 Penalty: 5581.983887
	Iteration 177Q: 3 clusters Score -1.408996e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -14089970.000000 Penalty: 5581.983887
	Iteration 178Q: 3 clusters Score -1.408997e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -14089970.000000 Penalty: 5581.983887
	Iteration 179Q: 3 clusters Score -1.408997e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45805 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -14089969.000000 Penalty: 5581.983887
	Iteration 180F: 3 clusters Score -1.408997e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45796 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -14089961.000000 Penalty: 5581.983887
	Iteration 181Q: 3 clusters Score -1.408996e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45794 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -14089954.000000 Penalty: 5581.983887
	Iteration 182Q: 3 clusters Score -1.408995e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45792 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -14089963.000000 Penalty: 5581.983887
	Iteration 183Q: 3 clusters Score -1.408996e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45783 members 
Mstep: Class 2 contains 31405 members 
Entering Unmasked Estep 
Score: -14089955.000000 Penalty: 5581.983887
	Iteration 184Q: 3 clusters Score -1.408996e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45775 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -14089961.000000 Penalty: 5581.983887
	Iteration 185Q: 3 clusters Score -1.408996e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45772 members 
Mstep: Class 2 contains 31416 members 
Entering Unmasked Estep 
Score: -14089963.000000 Penalty: 5581.983887
	Iteration 186Q: 3 clusters Score -1.408996e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -14089974.000000 Penalty: 5581.983887
	Iteration 187Q: 3 clusters Score -1.408997e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45760 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -14089977.000000 Penalty: 5581.983887
	Iteration 188Q: 3 clusters Score -1.408998e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -14089987.000000 Penalty: 5581.983887
	Iteration 189Q: 3 clusters Score -1.408999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45751 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -14089996.000000 Penalty: 5581.983887
	Iteration 190Q: 3 clusters Score -1.409e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45746 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -14089990.000000 Penalty: 5581.983887
	Iteration 191Q: 3 clusters Score -1.408999e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45745 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -14089992.000000 Penalty: 5581.983887
	Iteration 192Q: 3 clusters Score -1.408999e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45741 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -14090003.000000 Penalty: 5581.983887
	Iteration 193Q: 3 clusters Score -1.409e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45732 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -14090007.000000 Penalty: 5581.983887
	Iteration 194Q: 3 clusters Score -1.409001e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -14089997.000000 Penalty: 5581.983887
	Iteration 195Q: 3 clusters Score -1.409e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45715 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -14089984.000000 Penalty: 5581.983887
	Iteration 196Q: 3 clusters Score -1.408998e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -14089990.000000 Penalty: 5581.983887
	Iteration 197Q: 3 clusters Score -1.408999e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -14090002.000000 Penalty: 5581.983887
	Iteration 198Q: 3 clusters Score -1.409e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45703 members 
Mstep: Class 2 contains 31485 members 
Entering Unmasked Estep 
Score: -14089995.000000 Penalty: 5581.983887
	Iteration 199Q: 3 clusters Score -1.409e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45698 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -14089978.000000 Penalty: 5581.983887
	Iteration 200F: 3 clusters Score -1.408998e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -14089993.000000 Penalty: 5581.983887
	Iteration 201Q: 3 clusters Score -1.408999e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45684 members 
Mstep: Class 2 contains 31504 members 
Entering Unmasked Estep 
Score: -14089993.000000 Penalty: 5581.983887
	Iteration 202Q: 3 clusters Score -1.408999e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45679 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -14089994.000000 Penalty: 5581.983887
	Iteration 203Q: 3 clusters Score -1.408999e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -14090000.000000 Penalty: 5581.983887
	Iteration 204Q: 3 clusters Score -1.409e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 31533 members 
Entering Unmasked Estep 
Score: -14089997.000000 Penalty: 5581.983887
	Iteration 205Q: 3 clusters Score -1.409e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 31551 members 
Entering Unmasked Estep 
Score: -14090003.000000 Penalty: 5581.983887
	Iteration 206Q: 3 clusters Score -1.409e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45619 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -14089997.000000 Penalty: 5581.983887
	Iteration 207Q: 3 clusters Score -1.409e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -14090007.000000 Penalty: 5581.983887
	Iteration 208Q: 3 clusters Score -1.409001e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45573 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -14089999.000000 Penalty: 5581.983887
	Iteration 209Q: 3 clusters Score -1.409e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45549 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -14090023.000000 Penalty: 5581.983887
	Iteration 210Q: 3 clusters Score -1.409002e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45522 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -14090040.000000 Penalty: 5581.983887
	Iteration 211Q: 3 clusters Score -1.409004e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45504 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -14090036.000000 Penalty: 5581.983887
	Iteration 212Q: 3 clusters Score -1.409004e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45485 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -14090044.000000 Penalty: 5581.983887
	Iteration 213Q: 3 clusters Score -1.409004e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45461 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -14090067.000000 Penalty: 5581.983887
	Iteration 214Q: 3 clusters Score -1.409007e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -14090093.000000 Penalty: 5581.983887
	Iteration 215Q: 3 clusters Score -1.409009e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45395 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -14090123.000000 Penalty: 5581.983887
	Iteration 216Q: 3 clusters Score -1.409012e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -14090149.000000 Penalty: 5581.983887
	Iteration 217Q: 3 clusters Score -1.409015e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -14090158.000000 Penalty: 5581.983887
	Iteration 218Q: 3 clusters Score -1.409016e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45329 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -14090158.000000 Penalty: 5581.983887
	Iteration 219Q: 3 clusters Score -1.409016e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -14090156.000000 Penalty: 5581.983887
	Iteration 220F: 3 clusters Score -1.409016e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 31914 members 
Entering Unmasked Estep 
Score: -14090186.000000 Penalty: 5581.983887
	Iteration 221Q: 3 clusters Score -1.409019e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -14090194.000000 Penalty: 5581.983887
	Iteration 222Q: 3 clusters Score -1.409019e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -14090168.000000 Penalty: 5581.983887
	Iteration 223Q: 3 clusters Score -1.409017e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -14090178.000000 Penalty: 5581.983887
	Iteration 224Q: 3 clusters Score -1.409018e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -14090186.000000 Penalty: 5581.983887
	Iteration 225Q: 3 clusters Score -1.409019e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45190 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -14090178.000000 Penalty: 5581.983887
	Iteration 226Q: 3 clusters Score -1.409018e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45166 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -14090194.000000 Penalty: 5581.983887
	Iteration 227Q: 3 clusters Score -1.409019e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45142 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -14090211.000000 Penalty: 5581.983887
	Iteration 228Q: 3 clusters Score -1.409021e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45130 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -14090224.000000 Penalty: 5581.983887
	Iteration 229Q: 3 clusters Score -1.409022e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45129 members 
Mstep: Class 2 contains 32059 members 
Entering Unmasked Estep 
Score: -14090233.000000 Penalty: 5581.983887
	Iteration 230Q: 3 clusters Score -1.409023e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45117 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -14090249.000000 Penalty: 5581.983887
	Iteration 231Q: 3 clusters Score -1.409025e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 32089 members 
Entering Unmasked Estep 
Score: -14090262.000000 Penalty: 5581.983887
	Iteration 232Q: 3 clusters Score -1.409026e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -14090252.000000 Penalty: 5581.983887
	Iteration 233Q: 3 clusters Score -1.409025e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -14090272.000000 Penalty: 5581.983887
	Iteration 234Q: 3 clusters Score -1.409027e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45062 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -14090273.000000 Penalty: 5581.983887
	Iteration 235Q: 3 clusters Score -1.409027e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -14090285.000000 Penalty: 5581.983887
	Iteration 236Q: 3 clusters Score -1.409028e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45038 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -14090277.000000 Penalty: 5581.983887
	Iteration 237Q: 3 clusters Score -1.409028e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45037 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -14090302.000000 Penalty: 5581.983887
	Iteration 238Q: 3 clusters Score -1.40903e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45043 members 
Mstep: Class 2 contains 32145 members 
Entering Unmasked Estep 
Score: -14090293.000000 Penalty: 5581.983887
	Iteration 239Q: 3 clusters Score -1.409029e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -14090286.000000 Penalty: 5581.983887
	Iteration 240F: 3 clusters Score -1.409029e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -14090297.000000 Penalty: 5581.983887
	Iteration 241Q: 3 clusters Score -1.40903e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 32129 members 
Entering Unmasked Estep 
Score: -14090316.000000 Penalty: 5581.983887
	Iteration 242Q: 3 clusters Score -1.409032e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 32123 members 
Entering Unmasked Estep 
Score: -14090320.000000 Penalty: 5581.983887
	Iteration 243Q: 3 clusters Score -1.409032e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45072 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -14090319.000000 Penalty: 5581.983887
	Iteration 244Q: 3 clusters Score -1.409032e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45077 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -14090331.000000 Penalty: 5581.983887
	Iteration 245Q: 3 clusters Score -1.409033e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45069 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -14090324.000000 Penalty: 5581.983887
	Iteration 246Q: 3 clusters Score -1.409032e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45066 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -14090342.000000 Penalty: 5581.983887
	Iteration 247Q: 3 clusters Score -1.409034e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -14090328.000000 Penalty: 5581.983887
	Iteration 248Q: 3 clusters Score -1.409033e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -14090334.000000 Penalty: 5581.983887
	Iteration 249Q: 3 clusters Score -1.409033e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45074 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -14090339.000000 Penalty: 5581.983887
	Iteration 250Q: 3 clusters Score -1.409034e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45066 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -14090329.000000 Penalty: 5581.983887
	Iteration 251Q: 3 clusters Score -1.409033e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -14090336.000000 Penalty: 5581.983887
	Iteration 252Q: 3 clusters Score -1.409034e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45069 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -14090318.000000 Penalty: 5581.983887
	Iteration 253Q: 3 clusters Score -1.409032e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -14090314.000000 Penalty: 5581.983887
	Iteration 254Q: 3 clusters Score -1.409031e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45069 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -14090321.000000 Penalty: 5581.983887
	Iteration 255Q: 3 clusters Score -1.409032e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45069 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -14090337.000000 Penalty: 5581.983887
	Iteration 256Q: 3 clusters Score -1.409034e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45066 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -14090335.000000 Penalty: 5581.983887
	Iteration 257Q: 3 clusters Score -1.409034e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 32129 members 
Entering Unmasked Estep 
Score: -14090322.000000 Penalty: 5581.983887
	Iteration 258Q: 3 clusters Score -1.409032e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -14090347.000000 Penalty: 5581.983887
	Iteration 259Q: 3 clusters Score -1.409035e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -14090368.000000 Penalty: 5581.983887
	Iteration 260F: 3 clusters Score -1.409037e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -14090354.000000 Penalty: 5581.983887
	Iteration 261Q: 3 clusters Score -1.409035e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 32131 members 
Entering Unmasked Estep 
Score: -14090352.000000 Penalty: 5581.983887
	Iteration 262Q: 3 clusters Score -1.409035e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -14090358.000000 Penalty: 5581.983887
	Iteration 263Q: 3 clusters Score -1.409036e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -14090355.000000 Penalty: 5581.983887
	Iteration 264Q: 3 clusters Score -1.409036e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45069 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -14090368.000000 Penalty: 5581.983887
	Iteration 265Q: 3 clusters Score -1.409037e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -14090356.000000 Penalty: 5581.983887
	Iteration 266Q: 3 clusters Score -1.409036e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45061 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -14090363.000000 Penalty: 5581.983887
	Iteration 267Q: 3 clusters Score -1.409036e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45055 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -14090391.000000 Penalty: 5581.983887
	Iteration 268Q: 3 clusters Score -1.409039e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -14090386.000000 Penalty: 5581.983887
	Iteration 269Q: 3 clusters Score -1.409039e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45061 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -14090383.000000 Penalty: 5581.983887
	Iteration 270Q: 3 clusters Score -1.409038e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45079 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -14090414.000000 Penalty: 5581.983887
	Iteration 271Q: 3 clusters Score -1.409041e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45094 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -14090400.000000 Penalty: 5581.983887
	Iteration 272Q: 3 clusters Score -1.40904e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 32082 members 
Entering Unmasked Estep 
Score: -14090412.000000 Penalty: 5581.983887
	Iteration 273Q: 3 clusters Score -1.409041e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -14090407.000000 Penalty: 5581.983887
	Iteration 274Q: 3 clusters Score -1.409041e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45128 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -14090393.000000 Penalty: 5581.983887
	Iteration 275Q: 3 clusters Score -1.409039e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45140 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -14090393.000000 Penalty: 5581.983887
	Iteration 276Q: 3 clusters Score -1.409039e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45141 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -14090386.000000 Penalty: 5581.983887
	Iteration 277Q: 3 clusters Score -1.409039e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45146 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -14090391.000000 Penalty: 5581.983887
	Iteration 278Q: 3 clusters Score -1.409039e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45144 members 
Mstep: Class 2 contains 32044 members 
Entering Unmasked Estep 
Score: -14090390.000000 Penalty: 5581.983887
	Iteration 279Q: 3 clusters Score -1.409039e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 32038 members 
Entering Unmasked Estep 
Score: -14090410.000000 Penalty: 5581.983887
	Iteration 280F: 3 clusters Score -1.409041e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45152 members 
Mstep: Class 2 contains 32036 members 
Entering Unmasked Estep 
Score: -14090401.000000 Penalty: 5581.983887
	Iteration 281Q: 3 clusters Score -1.40904e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45146 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -14090431.000000 Penalty: 5581.983887
	Iteration 282Q: 3 clusters Score -1.409043e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45143 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -14090440.000000 Penalty: 5581.983887
	Iteration 283Q: 3 clusters Score -1.409044e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45146 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -14090441.000000 Penalty: 5581.983887
	Iteration 284Q: 3 clusters Score -1.409044e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45153 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -14090439.000000 Penalty: 5581.983887
	Iteration 285Q: 3 clusters Score -1.409044e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45159 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -14090451.000000 Penalty: 5581.983887
	Iteration 286Q: 3 clusters Score -1.409045e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45166 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -14090469.000000 Penalty: 5581.983887
	Iteration 287Q: 3 clusters Score -1.409047e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45168 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -14090497.000000 Penalty: 5581.983887
	Iteration 288Q: 3 clusters Score -1.40905e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45174 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -14090507.000000 Penalty: 5581.983887
	Iteration 289Q: 3 clusters Score -1.409051e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45177 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -14090500.000000 Penalty: 5581.983887
	Iteration 290Q: 3 clusters Score -1.40905e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -14090514.000000 Penalty: 5581.983887
	Iteration 291Q: 3 clusters Score -1.409051e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -14090504.000000 Penalty: 5581.983887
	Iteration 292Q: 3 clusters Score -1.40905e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45156 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -14090513.000000 Penalty: 5581.983887
	Iteration 293Q: 3 clusters Score -1.409051e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45143 members 
Mstep: Class 2 contains 32045 members 
Entering Unmasked Estep 
Score: -14090527.000000 Penalty: 5581.983887
	Iteration 294Q: 3 clusters Score -1.409053e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45133 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -14090515.000000 Penalty: 5581.983887
	Iteration 295Q: 3 clusters Score -1.409052e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -14090536.000000 Penalty: 5581.983887
	Iteration 296Q: 3 clusters Score -1.409054e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 32065 members 
Entering Unmasked Estep 
Score: -14090532.000000 Penalty: 5581.983887
	Iteration 297Q: 3 clusters Score -1.409053e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 32064 members 
Entering Unmasked Estep 
Score: -14090523.000000 Penalty: 5581.983887
	Iteration 298Q: 3 clusters Score -1.409052e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45118 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -14090524.000000 Penalty: 5581.983887
	Iteration 299Q: 3 clusters Score -1.409052e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45108 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -14090532.000000 Penalty: 5581.983887
	Iteration 300F: 3 clusters Score -1.409053e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45100 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -14090544.000000 Penalty: 5581.983887
	Iteration 301Q: 3 clusters Score -1.409054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45095 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -14090544.000000 Penalty: 5581.983887
	Iteration 302Q: 3 clusters Score -1.409054e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -14090531.000000 Penalty: 5581.983887
	Iteration 303Q: 3 clusters Score -1.409053e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -14090524.000000 Penalty: 5581.983887
	Iteration 304Q: 3 clusters Score -1.409052e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -14090530.000000 Penalty: 5581.983887
	Iteration 305Q: 3 clusters Score -1.409053e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -14090550.000000 Penalty: 5581.983887
	Iteration 306Q: 3 clusters Score -1.409055e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -14090542.000000 Penalty: 5581.983887
	Iteration 307Q: 3 clusters Score -1.409054e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -14090536.000000 Penalty: 5581.983887
	Iteration 308Q: 3 clusters Score -1.409054e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -14090540.000000 Penalty: 5581.983887
	Iteration 309Q: 3 clusters Score -1.409054e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -14090550.000000 Penalty: 5581.983887
	Iteration 310Q: 3 clusters Score -1.409055e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45051 members 
Mstep: Class 2 contains 32137 members 
Entering Unmasked Estep 
Score: -14090545.000000 Penalty: 5581.983887
	Iteration 311Q: 3 clusters Score -1.409054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -14090545.000000 Penalty: 5581.983887
	Iteration 312Q: 3 clusters Score -1.409054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 32139 members 
Entering Unmasked Estep 
Score: -14090533.000000 Penalty: 5581.983887
	Iteration 313Q: 3 clusters Score -1.409053e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -14090542.000000 Penalty: 5581.983887
	Iteration 314Q: 3 clusters Score -1.409054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45052 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -14090540.000000 Penalty: 5581.983887
	Iteration 315Q: 3 clusters Score -1.409054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -14090539.000000 Penalty: 5581.983887
	Iteration 316Q: 3 clusters Score -1.409054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -14090540.000000 Penalty: 5581.983887
	Iteration 317Q: 3 clusters Score -1.409054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45056 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -14090539.000000 Penalty: 5581.983887
	Iteration 318Q: 3 clusters Score -1.409054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45055 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -14090538.000000 Penalty: 5581.983887
	Iteration 319Q: 3 clusters Score -1.409054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45055 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -14090548.000000 Penalty: 5581.983887
	Iteration 320F: 3 clusters Score -1.409055e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 56423 members 
Mstep: Class 3 contains 32133 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 11 contains 85037 members 
Mstep: Class 12 contains 45055 members 
Mstep: Class 13 contains 80611 members 
Mstep: Class 14 contains 63800 members 
Mstep: Class 15 contains 36861 members 
Mstep: Class 16 contains 73378 members 
Mstep: Class 17 contains 79679 members 
Mstep: Class 18 contains 1284 members 
Mstep: Class 19 contains 754 members 
Mstep: Class 20 contains 1667 members 
Mstep: Class 21 contains 57012 members 
Entering Unmasked Estep 
Score: -111056632.000000 Penalty: 49602.707031
Splitting cluster 12 changes total score from -111047680.000000 to -111056632.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 13 (80611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80611 members 
Entering Unmasked Estep 
Score: -14927922.000000 Penalty: 2801.752686
	Iteration 0F: 2 clusters Score -1.492792e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 40261 members 
Entering Unmasked Estep 
Score: -14909105.000000 Penalty: 5603.505371
	Iteration 0F: 3 clusters Score -1.49091e+07 nChanged 37956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -14930736.000000 Penalty: 5603.505371
	Iteration 1F: 3 clusters Score -1.493074e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -14931795.000000 Penalty: 5603.505371
	Iteration 2Q: 3 clusters Score -1.49318e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -14933015.000000 Penalty: 5603.505371
	Iteration 3Q: 3 clusters Score -1.493302e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -14934270.000000 Penalty: 5603.505371
	Iteration 4Q: 3 clusters Score -1.493427e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41761 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -14936399.000000 Penalty: 5603.505371
	Iteration 5Q: 3 clusters Score -1.49364e+07 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42018 members 
Mstep: Class 2 contains 38593 members 
Entering Unmasked Estep 
Score: -14939571.000000 Penalty: 5603.505371
	Iteration 6F: 3 clusters Score -1.493957e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 38582 members 
Entering Unmasked Estep 
Score: -14943457.000000 Penalty: 5603.505371
	Iteration 7F: 3 clusters Score -1.494346e+07 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 38804 members 
Entering Unmasked Estep 
Score: -14946778.000000 Penalty: 5603.505371
	Iteration 8F: 3 clusters Score -1.494678e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 39083 members 
Entering Unmasked Estep 
Score: -14948266.000000 Penalty: 5603.505371
	Iteration 9Q: 3 clusters Score -1.494827e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -14948715.000000 Penalty: 5603.505371
	Iteration 10Q: 3 clusters Score -1.494872e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41296 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -14948873.000000 Penalty: 5603.505371
	Iteration 11Q: 3 clusters Score -1.494887e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 39312 members 
Entering Unmasked Estep 
Score: -14949030.000000 Penalty: 5603.505371
	Iteration 12Q: 3 clusters Score -1.494903e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -14949158.000000 Penalty: 5603.505371
	Iteration 13Q: 3 clusters Score -1.494916e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -14949263.000000 Penalty: 5603.505371
	Iteration 14Q: 3 clusters Score -1.494926e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -14949365.000000 Penalty: 5603.505371
	Iteration 15Q: 3 clusters Score -1.494936e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -14949466.000000 Penalty: 5603.505371
	Iteration 16Q: 3 clusters Score -1.494947e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41685 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -14949603.000000 Penalty: 5603.505371
	Iteration 17Q: 3 clusters Score -1.49496e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41785 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -14949680.000000 Penalty: 5603.505371
	Iteration 18Q: 3 clusters Score -1.494968e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41900 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -14949697.000000 Penalty: 5603.505371
	Iteration 19Q: 3 clusters Score -1.49497e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -14949740.000000 Penalty: 5603.505371
	Iteration 20F: 3 clusters Score -1.494974e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 38571 members 
Entering Unmasked Estep 
Score: -14949774.000000 Penalty: 5603.505371
	Iteration 21Q: 3 clusters Score -1.494977e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -14949751.000000 Penalty: 5603.505371
	Iteration 22Q: 3 clusters Score -1.494975e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -14949774.000000 Penalty: 5603.505371
	Iteration 23Q: 3 clusters Score -1.494977e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
Score: -14949867.000000 Penalty: 5603.505371
	Iteration 24Q: 3 clusters Score -1.494987e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -14949890.000000 Penalty: 5603.505371
	Iteration 25Q: 3 clusters Score -1.494989e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42378 members 
Mstep: Class 2 contains 38233 members 
Entering Unmasked Estep 
Score: -14949878.000000 Penalty: 5603.505371
	Iteration 26Q: 3 clusters Score -1.494988e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -14949878.000000 Penalty: 5603.505371
	Iteration 27Q: 3 clusters Score -1.494988e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -14949903.000000 Penalty: 5603.505371
	Iteration 28Q: 3 clusters Score -1.49499e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42643 members 
Mstep: Class 2 contains 37968 members 
Entering Unmasked Estep 
Score: -14949992.000000 Penalty: 5603.505371
	Iteration 29Q: 3 clusters Score -1.494999e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -14949979.000000 Penalty: 5603.505371
	Iteration 30Q: 3 clusters Score -1.494998e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42765 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -14949968.000000 Penalty: 5603.505371
	Iteration 31Q: 3 clusters Score -1.494997e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -14950030.000000 Penalty: 5603.505371
	Iteration 32Q: 3 clusters Score -1.495003e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42823 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -14950043.000000 Penalty: 5603.505371
	Iteration 33Q: 3 clusters Score -1.495004e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42855 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -14950086.000000 Penalty: 5603.505371
	Iteration 34Q: 3 clusters Score -1.495009e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -14950122.000000 Penalty: 5603.505371
	Iteration 35Q: 3 clusters Score -1.495012e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -14950111.000000 Penalty: 5603.505371
	Iteration 36Q: 3 clusters Score -1.495011e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -14950170.000000 Penalty: 5603.505371
	Iteration 37Q: 3 clusters Score -1.495017e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -14950189.000000 Penalty: 5603.505371
	Iteration 38Q: 3 clusters Score -1.495019e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42844 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -14950247.000000 Penalty: 5603.505371
	Iteration 39Q: 3 clusters Score -1.495025e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42800 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -14950326.000000 Penalty: 5603.505371
	Iteration 40F: 3 clusters Score -1.495033e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42769 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -14950388.000000 Penalty: 5603.505371
	Iteration 41Q: 3 clusters Score -1.495039e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -14950438.000000 Penalty: 5603.505371
	Iteration 42Q: 3 clusters Score -1.495044e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -14950459.000000 Penalty: 5603.505371
	Iteration 43Q: 3 clusters Score -1.495046e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -14950474.000000 Penalty: 5603.505371
	Iteration 44Q: 3 clusters Score -1.495047e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -14950485.000000 Penalty: 5603.505371
	Iteration 45Q: 3 clusters Score -1.495048e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 37837 members 
Entering Unmasked Estep 
Score: -14950475.000000 Penalty: 5603.505371
	Iteration 46Q: 3 clusters Score -1.495048e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -14950471.000000 Penalty: 5603.505371
	Iteration 47Q: 3 clusters Score -1.495047e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42798 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -14950489.000000 Penalty: 5603.505371
	Iteration 48Q: 3 clusters Score -1.495049e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42806 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -14950557.000000 Penalty: 5603.505371
	Iteration 49Q: 3 clusters Score -1.495056e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42788 members 
Mstep: Class 2 contains 37823 members 
Entering Unmasked Estep 
Score: -14950590.000000 Penalty: 5603.505371
	Iteration 50Q: 3 clusters Score -1.495059e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42803 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -14950559.000000 Penalty: 5603.505371
	Iteration 51Q: 3 clusters Score -1.495056e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -14950547.000000 Penalty: 5603.505371
	Iteration 52Q: 3 clusters Score -1.495055e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42793 members 
Mstep: Class 2 contains 37818 members 
Entering Unmasked Estep 
Score: -14950545.000000 Penalty: 5603.505371
	Iteration 53Q: 3 clusters Score -1.495054e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 37839 members 
Entering Unmasked Estep 
Score: -14950561.000000 Penalty: 5603.505371
	Iteration 54Q: 3 clusters Score -1.495056e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
Score: -14950601.000000 Penalty: 5603.505371
	Iteration 55Q: 3 clusters Score -1.49506e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42698 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -14950653.000000 Penalty: 5603.505371
	Iteration 56Q: 3 clusters Score -1.495065e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -14950668.000000 Penalty: 5603.505371
	Iteration 57Q: 3 clusters Score -1.495067e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 37967 members 
Entering Unmasked Estep 
Score: -14950724.000000 Penalty: 5603.505371
	Iteration 58Q: 3 clusters Score -1.495072e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -14950681.000000 Penalty: 5603.505371
	Iteration 59Q: 3 clusters Score -1.495068e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42587 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -14950660.000000 Penalty: 5603.505371
	Iteration 60F: 3 clusters Score -1.495066e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -14950731.000000 Penalty: 5603.505371
	Iteration 61Q: 3 clusters Score -1.495073e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -14950790.000000 Penalty: 5603.505371
	Iteration 62Q: 3 clusters Score -1.495079e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -14950808.000000 Penalty: 5603.505371
	Iteration 63Q: 3 clusters Score -1.495081e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 38120 members 
Entering Unmasked Estep 
Score: -14950814.000000 Penalty: 5603.505371
	Iteration 64Q: 3 clusters Score -1.495081e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -14950847.000000 Penalty: 5603.505371
	Iteration 65Q: 3 clusters Score -1.495085e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42433 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -14950912.000000 Penalty: 5603.505371
	Iteration 66Q: 3 clusters Score -1.495091e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -14950906.000000 Penalty: 5603.505371
	Iteration 67Q: 3 clusters Score -1.495091e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -14950914.000000 Penalty: 5603.505371
	Iteration 68Q: 3 clusters Score -1.495091e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -14950923.000000 Penalty: 5603.505371
	Iteration 69Q: 3 clusters Score -1.495092e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -14951002.000000 Penalty: 5603.505371
	Iteration 70Q: 3 clusters Score -1.4951e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -14950974.000000 Penalty: 5603.505371
	Iteration 71Q: 3 clusters Score -1.495097e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 38136 members 
Entering Unmasked Estep 
Score: -14950983.000000 Penalty: 5603.505371
	Iteration 72Q: 3 clusters Score -1.495098e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -14951044.000000 Penalty: 5603.505371
	Iteration 73Q: 3 clusters Score -1.495104e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42472 members 
Mstep: Class 2 contains 38139 members 
Entering Unmasked Estep 
Score: -14951066.000000 Penalty: 5603.505371
	Iteration 74Q: 3 clusters Score -1.495107e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42419 members 
Mstep: Class 2 contains 38192 members 
Entering Unmasked Estep 
Score: -14951166.000000 Penalty: 5603.505371
	Iteration 75Q: 3 clusters Score -1.495117e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42416 members 
Mstep: Class 2 contains 38195 members 
Entering Unmasked Estep 
Score: -14951181.000000 Penalty: 5603.505371
	Iteration 76Q: 3 clusters Score -1.495118e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Mstep: Class 2 contains 38208 members 
Entering Unmasked Estep 
Score: -14951204.000000 Penalty: 5603.505371
	Iteration 77Q: 3 clusters Score -1.49512e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42367 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -14951262.000000 Penalty: 5603.505371
	Iteration 78Q: 3 clusters Score -1.495126e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42296 members 
Mstep: Class 2 contains 38315 members 
Entering Unmasked Estep 
Score: -14951332.000000 Penalty: 5603.505371
	Iteration 79Q: 3 clusters Score -1.495133e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -14951414.000000 Penalty: 5603.505371
	Iteration 80F: 3 clusters Score -1.495141e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -14951458.000000 Penalty: 5603.505371
	Iteration 81Q: 3 clusters Score -1.495146e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42180 members 
Mstep: Class 2 contains 38431 members 
Entering Unmasked Estep 
Score: -14951525.000000 Penalty: 5603.505371
	Iteration 82Q: 3 clusters Score -1.495152e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 38450 members 
Entering Unmasked Estep 
Score: -14951603.000000 Penalty: 5603.505371
	Iteration 83Q: 3 clusters Score -1.49516e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 38462 members 
Entering Unmasked Estep 
Score: -14951687.000000 Penalty: 5603.505371
	Iteration 84Q: 3 clusters Score -1.495169e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42130 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -14951694.000000 Penalty: 5603.505371
	Iteration 85Q: 3 clusters Score -1.495169e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -14951705.000000 Penalty: 5603.505371
	Iteration 86Q: 3 clusters Score -1.49517e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42093 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -14951772.000000 Penalty: 5603.505371
	Iteration 87Q: 3 clusters Score -1.495177e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42087 members 
Mstep: Class 2 contains 38524 members 
Entering Unmasked Estep 
Score: -14951834.000000 Penalty: 5603.505371
	Iteration 88Q: 3 clusters Score -1.495183e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42096 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -14951854.000000 Penalty: 5603.505371
	Iteration 89Q: 3 clusters Score -1.495185e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42100 members 
Mstep: Class 2 contains 38511 members 
Entering Unmasked Estep 
Score: -14951894.000000 Penalty: 5603.505371
	Iteration 90Q: 3 clusters Score -1.495189e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -14951934.000000 Penalty: 5603.505371
	Iteration 91Q: 3 clusters Score -1.495193e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Mstep: Class 2 contains 38536 members 
Entering Unmasked Estep 
Score: -14951991.000000 Penalty: 5603.505371
	Iteration 92Q: 3 clusters Score -1.495199e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
Score: -14951980.000000 Penalty: 5603.505371
	Iteration 93Q: 3 clusters Score -1.495198e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42058 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -14952045.000000 Penalty: 5603.505371
	Iteration 94Q: 3 clusters Score -1.495204e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -14952065.000000 Penalty: 5603.505371
	Iteration 95Q: 3 clusters Score -1.495206e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 38540 members 
Entering Unmasked Estep 
Score: -14952085.000000 Penalty: 5603.505371
	Iteration 96Q: 3 clusters Score -1.495208e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42058 members 
Mstep: Class 2 contains 38553 members 
Entering Unmasked Estep 
Score: -14952090.000000 Penalty: 5603.505371
	Iteration 97Q: 3 clusters Score -1.495209e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -14952108.000000 Penalty: 5603.505371
	Iteration 98Q: 3 clusters Score -1.495211e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -14952125.000000 Penalty: 5603.505371
	Iteration 99Q: 3 clusters Score -1.495212e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41979 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -14952117.000000 Penalty: 5603.505371
	Iteration 100F: 3 clusters Score -1.495212e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41967 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
Score: -14952143.000000 Penalty: 5603.505371
	Iteration 101Q: 3 clusters Score -1.495214e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -14952153.000000 Penalty: 5603.505371
	Iteration 102Q: 3 clusters Score -1.495215e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -14952177.000000 Penalty: 5603.505371
	Iteration 103Q: 3 clusters Score -1.495218e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -14952184.000000 Penalty: 5603.505371
	Iteration 104Q: 3 clusters Score -1.495218e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 38657 members 
Entering Unmasked Estep 
Score: -14952216.000000 Penalty: 5603.505371
	Iteration 105Q: 3 clusters Score -1.495222e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41959 members 
Mstep: Class 2 contains 38652 members 
Entering Unmasked Estep 
Score: -14952210.000000 Penalty: 5603.505371
	Iteration 106Q: 3 clusters Score -1.495221e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -14952193.000000 Penalty: 5603.505371
	Iteration 107Q: 3 clusters Score -1.495219e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41966 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -14952204.000000 Penalty: 5603.505371
	Iteration 108Q: 3 clusters Score -1.49522e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41971 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -14952226.000000 Penalty: 5603.505371
	Iteration 109Q: 3 clusters Score -1.495223e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -14952235.000000 Penalty: 5603.505371
	Iteration 110Q: 3 clusters Score -1.495224e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 38612 members 
Entering Unmasked Estep 
Score: -14952228.000000 Penalty: 5603.505371
	Iteration 111Q: 3 clusters Score -1.495223e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
Score: -14952240.000000 Penalty: 5603.505371
	Iteration 112Q: 3 clusters Score -1.495224e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -14952230.000000 Penalty: 5603.505371
	Iteration 113Q: 3 clusters Score -1.495223e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -14952240.000000 Penalty: 5603.505371
	Iteration 114Q: 3 clusters Score -1.495224e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 38624 members 
Entering Unmasked Estep 
Score: -14952255.000000 Penalty: 5603.505371
	Iteration 115Q: 3 clusters Score -1.495226e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1.495225e+07 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 38622 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1.495226e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1.495226e+07 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41977 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1.495224e+07 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 38633 members 
Entering Unmasked Estep 
Score: -14952279.000000 Penalty: 5603.505371
	Iteration 120F: 3 clusters Score -1.495228e+07 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38631 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1.495228e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1.49523e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1.495229e+07 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1.495231e+07 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1.495232e+07 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1.49523e+07 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1.495229e+07 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38672 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1.495228e+07 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1.495229e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1.495227e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38687 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1.495227e+07 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1.495226e+07 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1.495226e+07 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1.495226e+07 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1.495225e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38729 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1.495227e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1.495225e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1.495226e+07 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38752 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1.495226e+07 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1.495225e+07 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1.495225e+07 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1.495226e+07 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38761 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1.495228e+07 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1.495227e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1.495225e+07 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1.495226e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 38770 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1.495226e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38781 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1.495227e+07 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -1.495227e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -1.495226e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1.495226e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1.495226e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1.495226e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1.495226e+07 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1.495224e+07 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1.495225e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1.495226e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38799 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1.495225e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1.495224e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -1.495225e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1.495224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1.495223e+07 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -1.495224e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38819 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1.495224e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38818 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1.495224e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38818 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1.495224e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38818 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -1.495223e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -1.495223e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38814 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -1.495224e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1.495224e+07 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -1.495224e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38814 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -1.495226e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38813 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -1.495225e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38819 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -1.495226e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -1.495226e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38813 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -1.495225e+07 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1.495226e+07 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -1.495224e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38821 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -1.495226e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38827 members 
Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -1.495225e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38828 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -1.495225e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -1.495224e+07 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -1.495224e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 38819 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -1.495224e+07 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -1.495225e+07 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -1.495224e+07 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -1.495225e+07 nChanged 2
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -1.495224e+07 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -1.495224e+07 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -1.495225e+07 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -1.495224e+07 nChanged 4
Entering Unmasked Mstep 
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	Iteration 192Q: 3 clusters Score -1.495225e+07 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -1.495225e+07 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -1.495226e+07 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -1.495226e+07 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -1.495227e+07 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -1.495226e+07 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -1.495226e+07 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -1.495226e+07 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -1.495226e+07 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -1.495225e+07 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -1.495226e+07 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -1.495225e+07 nChanged 1
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -1.495225e+07 nChanged 0
Entering Unmasked Mstep 
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	Iteration 205F: 3 clusters Score -1.495225e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 56423 members 
Mstep: Class 3 contains 32133 members 
Mstep: Class 4 contains 38811 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 11 contains 85037 members 
Mstep: Class 12 contains 45055 members 
Mstep: Class 13 contains 41800 members 
Mstep: Class 14 contains 63800 members 
Mstep: Class 15 contains 36861 members 
Mstep: Class 16 contains 73378 members 
Mstep: Class 17 contains 79679 members 
Mstep: Class 18 contains 1284 members 
Mstep: Class 19 contains 754 members 
Mstep: Class 20 contains 1667 members 
Mstep: Class 21 contains 57012 members 
Entering Unmasked Estep 
Score: -111080896.000000 Penalty: 52909.554688
Splitting cluster 13 changes total score from -111047680.000000 to -111080896.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 14 (63800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63800 members 
Entering Unmasked Estep 
Score: -11625473.000000 Penalty: 2743.750000
	Iteration 0F: 2 clusters Score -1.162547e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32030 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -11596833.000000 Penalty: 5487.500000
	Iteration 0F: 3 clusters Score -1.159683e+07 nChanged 29507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32825 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -11613169.000000 Penalty: 5487.500000
	Iteration 1F: 3 clusters Score -1.161317e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33301 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -11613991.000000 Penalty: 5487.500000
	Iteration 2Q: 3 clusters Score -1.161399e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -11615079.000000 Penalty: 5487.500000
	Iteration 3Q: 3 clusters Score -1.161508e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -11616628.000000 Penalty: 5487.500000
	Iteration 4Q: 3 clusters Score -1.161663e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 28558 members 
Entering Unmasked Estep 
Score: -11618671.000000 Penalty: 5487.500000
	Iteration 5F: 3 clusters Score -1.161867e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -11620991.000000 Penalty: 5487.500000
	Iteration 6F: 3 clusters Score -1.162099e+07 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 27793 members 
Entering Unmasked Estep 
Score: -11623673.000000 Penalty: 5487.500000
	Iteration 7F: 3 clusters Score -1.162367e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 27784 members 
Entering Unmasked Estep 
Score: -11626132.000000 Penalty: 5487.500000
	Iteration 8F: 3 clusters Score -1.162613e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -11628115.000000 Penalty: 5487.500000
	Iteration 9F: 3 clusters Score -1.162812e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35325 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -11629192.000000 Penalty: 5487.500000
	Iteration 10Q: 3 clusters Score -1.162919e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -11629764.000000 Penalty: 5487.500000
	Iteration 11Q: 3 clusters Score -1.162976e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -11629997.000000 Penalty: 5487.500000
	Iteration 12Q: 3 clusters Score -1.163e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -11630116.000000 Penalty: 5487.500000
	Iteration 13Q: 3 clusters Score -1.163012e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -11630285.000000 Penalty: 5487.500000
	Iteration 14Q: 3 clusters Score -1.163028e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -11630408.000000 Penalty: 5487.500000
	Iteration 15Q: 3 clusters Score -1.163041e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -11630535.000000 Penalty: 5487.500000
	Iteration 16Q: 3 clusters Score -1.163054e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 32438 members 
Entering Unmasked Estep 
Score: -11630663.000000 Penalty: 5487.500000
	Iteration 17Q: 3 clusters Score -1.163066e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -11630752.000000 Penalty: 5487.500000
	Iteration 18Q: 3 clusters Score -1.163075e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -11630843.000000 Penalty: 5487.500000
	Iteration 19Q: 3 clusters Score -1.163084e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -11630978.000000 Penalty: 5487.500000
	Iteration 20F: 3 clusters Score -1.163098e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -11631207.000000 Penalty: 5487.500000
	Iteration 21Q: 3 clusters Score -1.163121e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -11631418.000000 Penalty: 5487.500000
	Iteration 22Q: 3 clusters Score -1.163142e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -11631599.000000 Penalty: 5487.500000
	Iteration 23Q: 3 clusters Score -1.16316e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -11631846.000000 Penalty: 5487.500000
	Iteration 24Q: 3 clusters Score -1.163185e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 39157 members 
Entering Unmasked Estep 
Score: -11632092.000000 Penalty: 5487.500000
	Iteration 25Q: 3 clusters Score -1.163209e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 40206 members 
Entering Unmasked Estep 
Score: -11632281.000000 Penalty: 5487.500000
	Iteration 26Q: 3 clusters Score -1.163228e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
Score: -11632473.000000 Penalty: 5487.500000
	Iteration 27Q: 3 clusters Score -1.163247e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 42279 members 
Entering Unmasked Estep 
Score: -11632632.000000 Penalty: 5487.500000
	Iteration 28Q: 3 clusters Score -1.163263e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 43807 members 
Entering Unmasked Estep 
Score: -11632593.000000 Penalty: 5487.500000
	Iteration 29Q: 3 clusters Score -1.163259e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -11632265.000000 Penalty: 5487.500000
	Iteration 30Q: 3 clusters Score -1.163226e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 48235 members 
Entering Unmasked Estep 
Score: -11631608.000000 Penalty: 5487.500000
	Iteration 31Q: 3 clusters Score -1.163161e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 50374 members 
Entering Unmasked Estep 
Score: -11630780.000000 Penalty: 5487.500000
	Iteration 32Q: 3 clusters Score -1.163078e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 52054 members 
Entering Unmasked Estep 
Score: -11629742.000000 Penalty: 5487.500000
	Iteration 33Q: 3 clusters Score -1.162974e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 53222 members 
Entering Unmasked Estep 
Score: -11628951.000000 Penalty: 5487.500000
	Iteration 34Q: 3 clusters Score -1.162895e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 54054 members 
Entering Unmasked Estep 
Score: -11628389.000000 Penalty: 5487.500000
	Iteration 35Q: 3 clusters Score -1.162839e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 54651 members 
Entering Unmasked Estep 
Score: -11627955.000000 Penalty: 5487.500000
	Iteration 36Q: 3 clusters Score -1.162796e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 55158 members 
Entering Unmasked Estep 
Score: -11627664.000000 Penalty: 5487.500000
	Iteration 37Q: 3 clusters Score -1.162766e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 55538 members 
Entering Unmasked Estep 
Score: -11627508.000000 Penalty: 5487.500000
	Iteration 38Q: 3 clusters Score -1.162751e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 55848 members 
Entering Unmasked Estep 
Score: -11627325.000000 Penalty: 5487.500000
	Iteration 39Q: 3 clusters Score -1.162732e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 56105 members 
Entering Unmasked Estep 
Score: -11628072.000000 Penalty: 5487.500000
	Iteration 40F: 3 clusters Score -1.162807e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 57322 members 
Entering Unmasked Estep 
Score: -11627496.000000 Penalty: 5487.500000
	Iteration 41Q: 3 clusters Score -1.16275e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 58117 members 
Entering Unmasked Estep 
Score: -11627115.000000 Penalty: 5487.500000
	Iteration 42Q: 3 clusters Score -1.162712e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 58663 members 
Entering Unmasked Estep 
Score: -11626798.000000 Penalty: 5487.500000
	Iteration 43Q: 3 clusters Score -1.16268e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 59061 members 
Entering Unmasked Estep 
Score: -11626538.000000 Penalty: 5487.500000
	Iteration 44Q: 3 clusters Score -1.162654e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 59374 members 
Entering Unmasked Estep 
Score: -11626335.000000 Penalty: 5487.500000
	Iteration 45Q: 3 clusters Score -1.162634e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 59635 members 
Entering Unmasked Estep 
Score: -11626222.000000 Penalty: 5487.500000
	Iteration 46Q: 3 clusters Score -1.162622e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 59841 members 
Entering Unmasked Estep 
Score: -11626129.000000 Penalty: 5487.500000
	Iteration 47Q: 3 clusters Score -1.162613e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 60014 members 
Entering Unmasked Estep 
Score: -11626015.000000 Penalty: 5487.500000
	Iteration 48Q: 3 clusters Score -1.162602e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 60175 members 
Entering Unmasked Estep 
Score: -11625951.000000 Penalty: 5487.500000
	Iteration 49Q: 3 clusters Score -1.162595e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 60290 members 
Entering Unmasked Estep 
Score: -11625938.000000 Penalty: 5487.500000
	Iteration 50Q: 3 clusters Score -1.162594e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 60399 members 
Entering Unmasked Estep 
Score: -11625836.000000 Penalty: 5487.500000
	Iteration 51Q: 3 clusters Score -1.162584e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 60498 members 
Entering Unmasked Estep 
Score: -11625784.000000 Penalty: 5487.500000
	Iteration 52Q: 3 clusters Score -1.162578e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 60588 members 
Entering Unmasked Estep 
Score: -11625756.000000 Penalty: 5487.500000
	Iteration 53Q: 3 clusters Score -1.162576e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 60671 members 
Entering Unmasked Estep 
Score: -11625736.000000 Penalty: 5487.500000
	Iteration 54Q: 3 clusters Score -1.162574e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 60748 members 
Entering Unmasked Estep 
Score: -11625676.000000 Penalty: 5487.500000
	Iteration 55Q: 3 clusters Score -1.162568e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 60809 members 
Entering Unmasked Estep 
Score: -11625644.000000 Penalty: 5487.500000
	Iteration 56Q: 3 clusters Score -1.162564e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 60866 members 
Entering Unmasked Estep 
Score: -11625575.000000 Penalty: 5487.500000
	Iteration 57Q: 3 clusters Score -1.162558e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 60925 members 
Entering Unmasked Estep 
Score: -11625548.000000 Penalty: 5487.500000
	Iteration 58Q: 3 clusters Score -1.162555e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 60989 members 
Entering Unmasked Estep 
Score: -11625522.000000 Penalty: 5487.500000
	Iteration 59Q: 3 clusters Score -1.162552e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 61041 members 
Entering Unmasked Estep 
Score: -11625500.000000 Penalty: 5487.500000
	Iteration 60F: 3 clusters Score -1.16255e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 61095 members 
Entering Unmasked Estep 
Score: -11625451.000000 Penalty: 5487.500000
	Iteration 61Q: 3 clusters Score -1.162545e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 61142 members 
Entering Unmasked Estep 
Score: -11625423.000000 Penalty: 5487.500000
	Iteration 62Q: 3 clusters Score -1.162542e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 61191 members 
Entering Unmasked Estep 
Score: -11625384.000000 Penalty: 5487.500000
	Iteration 63Q: 3 clusters Score -1.162538e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 61241 members 
Entering Unmasked Estep 
Score: -11625371.000000 Penalty: 5487.500000
	Iteration 64Q: 3 clusters Score -1.162537e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 61287 members 
Entering Unmasked Estep 
Score: -11625345.000000 Penalty: 5487.500000
	Iteration 65Q: 3 clusters Score -1.162534e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 61336 members 
Entering Unmasked Estep 
Score: -11625327.000000 Penalty: 5487.500000
	Iteration 66Q: 3 clusters Score -1.162533e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 61387 members 
Entering Unmasked Estep 
Score: -11625276.000000 Penalty: 5487.500000
	Iteration 67Q: 3 clusters Score -1.162528e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 61434 members 
Entering Unmasked Estep 
Score: -11625268.000000 Penalty: 5487.500000
	Iteration 68Q: 3 clusters Score -1.162527e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 61476 members 
Entering Unmasked Estep 
Score: -11625252.000000 Penalty: 5487.500000
	Iteration 69Q: 3 clusters Score -1.162525e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 61515 members 
Entering Unmasked Estep 
Score: -11625242.000000 Penalty: 5487.500000
	Iteration 70Q: 3 clusters Score -1.162524e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 61560 members 
Entering Unmasked Estep 
Score: -11625216.000000 Penalty: 5487.500000
	Iteration 71Q: 3 clusters Score -1.162522e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 61592 members 
Entering Unmasked Estep 
Score: -11625208.000000 Penalty: 5487.500000
	Iteration 72Q: 3 clusters Score -1.162521e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 61621 members 
Entering Unmasked Estep 
Score: -11625221.000000 Penalty: 5487.500000
	Iteration 73Q: 3 clusters Score -1.162522e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 61639 members 
Entering Unmasked Estep 
Score: -11625195.000000 Penalty: 5487.500000
	Iteration 74Q: 3 clusters Score -1.16252e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 61657 members 
Entering Unmasked Estep 
Score: -11625180.000000 Penalty: 5487.500000
	Iteration 75Q: 3 clusters Score -1.162518e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 61673 members 
Entering Unmasked Estep 
Score: -11625183.000000 Penalty: 5487.500000
	Iteration 76Q: 3 clusters Score -1.162518e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 61686 members 
Entering Unmasked Estep 
Score: -11625179.000000 Penalty: 5487.500000
	Iteration 77Q: 3 clusters Score -1.162518e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 61703 members 
Entering Unmasked Estep 
Score: -11625166.000000 Penalty: 5487.500000
	Iteration 78Q: 3 clusters Score -1.162517e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 61721 members 
Entering Unmasked Estep 
Score: -11625151.000000 Penalty: 5487.500000
	Iteration 79Q: 3 clusters Score -1.162515e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 61733 members 
Entering Unmasked Estep 
Score: -11625143.000000 Penalty: 5487.500000
	Iteration 80F: 3 clusters Score -1.162514e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 61746 members 
Entering Unmasked Estep 
Score: -11625136.000000 Penalty: 5487.500000
	Iteration 81Q: 3 clusters Score -1.162514e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 61760 members 
Entering Unmasked Estep 
Score: -11625154.000000 Penalty: 5487.500000
	Iteration 82Q: 3 clusters Score -1.162515e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 61774 members 
Entering Unmasked Estep 
Score: -11625141.000000 Penalty: 5487.500000
	Iteration 83Q: 3 clusters Score -1.162514e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 61793 members 
Entering Unmasked Estep 
Score: -11625140.000000 Penalty: 5487.500000
	Iteration 84Q: 3 clusters Score -1.162514e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 61805 members 
Entering Unmasked Estep 
Score: -11625141.000000 Penalty: 5487.500000
	Iteration 85Q: 3 clusters Score -1.162514e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 61814 members 
Entering Unmasked Estep 
Score: -11625118.000000 Penalty: 5487.500000
	Iteration 86Q: 3 clusters Score -1.162512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 61821 members 
Entering Unmasked Estep 
Score: -11625135.000000 Penalty: 5487.500000
	Iteration 87Q: 3 clusters Score -1.162514e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 61835 members 
Entering Unmasked Estep 
Score: -11625140.000000 Penalty: 5487.500000
	Iteration 88Q: 3 clusters Score -1.162514e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 61851 members 
Entering Unmasked Estep 
Score: -11625135.000000 Penalty: 5487.500000
	Iteration 89Q: 3 clusters Score -1.162514e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 61858 members 
Entering Unmasked Estep 
Score: -11625123.000000 Penalty: 5487.500000
	Iteration 90Q: 3 clusters Score -1.162512e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 61871 members 
Entering Unmasked Estep 
Score: -11625116.000000 Penalty: 5487.500000
	Iteration 91Q: 3 clusters Score -1.162512e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 61878 members 
Entering Unmasked Estep 
Score: -11625104.000000 Penalty: 5487.500000
	Iteration 92Q: 3 clusters Score -1.16251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 61883 members 
Entering Unmasked Estep 
Score: -11625099.000000 Penalty: 5487.500000
	Iteration 93Q: 3 clusters Score -1.16251e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 61886 members 
Entering Unmasked Estep 
Score: -11625100.000000 Penalty: 5487.500000
	Iteration 94Q: 3 clusters Score -1.16251e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 61887 members 
Entering Unmasked Estep 
Score: -11625100.000000 Penalty: 5487.500000
	Iteration 95Q: 3 clusters Score -1.16251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 61891 members 
Entering Unmasked Estep 
Score: -11625102.000000 Penalty: 5487.500000
	Iteration 96Q: 3 clusters Score -1.16251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 61896 members 
Entering Unmasked Estep 
Score: -11625094.000000 Penalty: 5487.500000
	Iteration 97Q: 3 clusters Score -1.162509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 61901 members 
Entering Unmasked Estep 
Score: -11625089.000000 Penalty: 5487.500000
	Iteration 98Q: 3 clusters Score -1.162509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 61904 members 
Entering Unmasked Estep 
Score: -11625080.000000 Penalty: 5487.500000
	Iteration 99Q: 3 clusters Score -1.162508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 61904 members 
Entering Unmasked Estep 
Score: -11625077.000000 Penalty: 5487.500000
	Iteration 100F: 3 clusters Score -1.162508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 61904 members 
Entering Unmasked Estep 
Score: -11625076.000000 Penalty: 5487.500000
	Iteration 101Q: 3 clusters Score -1.162508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 61906 members 
Entering Unmasked Estep 
Score: -11625076.000000 Penalty: 5487.500000
	Iteration 102Q: 3 clusters Score -1.162508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 61909 members 
Entering Unmasked Estep 
Score: -11625074.000000 Penalty: 5487.500000
	Iteration 103Q: 3 clusters Score -1.162507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 61914 members 
Entering Unmasked Estep 
Score: -11625065.000000 Penalty: 5487.500000
	Iteration 104Q: 3 clusters Score -1.162506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 61922 members 
Entering Unmasked Estep 
Score: -11625069.000000 Penalty: 5487.500000
	Iteration 105Q: 3 clusters Score -1.162507e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 61926 members 
Entering Unmasked Estep 
Score: -11625062.000000 Penalty: 5487.500000
	Iteration 106Q: 3 clusters Score -1.162506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 61928 members 
Entering Unmasked Estep 
Score: -11625058.000000 Penalty: 5487.500000
	Iteration 107Q: 3 clusters Score -1.162506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 61930 members 
Entering Unmasked Estep 
Score: -11625057.000000 Penalty: 5487.500000
	Iteration 108Q: 3 clusters Score -1.162506e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 61932 members 
Entering Unmasked Estep 
Score: -11625055.000000 Penalty: 5487.500000
	Iteration 109Q: 3 clusters Score -1.162506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 61936 members 
Entering Unmasked Estep 
Score: -11625053.000000 Penalty: 5487.500000
	Iteration 110Q: 3 clusters Score -1.162505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 61938 members 
Entering Unmasked Estep 
Score: -11625043.000000 Penalty: 5487.500000
	Iteration 111Q: 3 clusters Score -1.162504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 61940 members 
Entering Unmasked Estep 
Score: -11625044.000000 Penalty: 5487.500000
	Iteration 112Q: 3 clusters Score -1.162504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 61943 members 
Entering Unmasked Estep 
Score: -11625043.000000 Penalty: 5487.500000
	Iteration 113Q: 3 clusters Score -1.162504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 61948 members 
Entering Unmasked Estep 
Score: -11625042.000000 Penalty: 5487.500000
	Iteration 114Q: 3 clusters Score -1.162504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 61950 members 
Entering Unmasked Estep 
Score: -11625050.000000 Penalty: 5487.500000
	Iteration 115Q: 3 clusters Score -1.162505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 61953 members 
Entering Unmasked Estep 
Score: -11625048.000000 Penalty: 5487.500000
	Iteration 116Q: 3 clusters Score -1.162505e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 61953 members 
Entering Unmasked Estep 
Score: -11625048.000000 Penalty: 5487.500000
	Iteration 117F: 3 clusters Score -1.162505e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36861 members 
Entering Unmasked Estep 
Score: -6563948.500000 Penalty: 2607.697510
	Iteration 0F: 2 clusters Score -6563948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18366 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -6538967.500000 Penalty: 5215.395020
	Iteration 0F: 3 clusters Score -6538968 nChanged 16876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -6548225.500000 Penalty: 5215.395020
	Iteration 1F: 3 clusters Score -6548226 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -6548564.500000 Penalty: 5215.395020
	Iteration 2Q: 3 clusters Score -6548564 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -6548910.500000 Penalty: 5215.395020
	Iteration 3Q: 3 clusters Score -6548910 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -6549128.500000 Penalty: 5215.395020
	Iteration 4Q: 3 clusters Score -6549128 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -6549316.500000 Penalty: 5215.395020
	Iteration 5Q: 3 clusters Score -6549316 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -6549499.000000 Penalty: 5215.395020
	Iteration 6Q: 3 clusters Score -6549499 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -6549759.500000 Penalty: 5215.395020
	Iteration 7Q: 3 clusters Score -6549760 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -6550036.000000 Penalty: 5215.395020
	Iteration 8Q: 3 clusters Score -6550036 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -6550388.500000 Penalty: 5215.395020
	Iteration 9Q: 3 clusters Score -6550388 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -6551005.500000 Penalty: 5215.395020
	Iteration 10Q: 3 clusters Score -6551006 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -6552001.500000 Penalty: 5215.395020
	Iteration 11Q: 3 clusters Score -6552002 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -6553539.500000 Penalty: 5215.395020
	Iteration 12F: 3 clusters Score -6553540 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 29877 members 
Entering Unmasked Estep 
Score: -6555550.500000 Penalty: 5215.395020
	Iteration 13F: 3 clusters Score -6555550 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -6557799.000000 Penalty: 5215.395020
	Iteration 14F: 3 clusters Score -6557799 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -6559621.500000 Penalty: 5215.395020
	Iteration 15F: 3 clusters Score -6559622 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 35360 members 
Entering Unmasked Estep 
Score: -6560694.000000 Penalty: 5215.395020
	Iteration 16Q: 3 clusters Score -6560694 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -6561225.500000 Penalty: 5215.395020
	Iteration 17Q: 3 clusters Score -6561226 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -6561475.000000 Penalty: 5215.395020
	Iteration 18Q: 3 clusters Score -6561475 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -6561606.500000 Penalty: 5215.395020
	Iteration 19Q: 3 clusters Score -6561606 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -6561689.500000 Penalty: 5215.395020
	Iteration 20F: 3 clusters Score -6561690 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 36377 members 
Entering Unmasked Estep 
Score: -6561762.000000 Penalty: 5215.395020
	Iteration 21Q: 3 clusters Score -6561762 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 36410 members 
Entering Unmasked Estep 
Score: -6561840.000000 Penalty: 5215.395020
	Iteration 22Q: 3 clusters Score -6561840 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -6561894.500000 Penalty: 5215.395020
	Iteration 23Q: 3 clusters Score -6561894 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -6561924.500000 Penalty: 5215.395020
	Iteration 24Q: 3 clusters Score -6561924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
Score: -6561937.500000 Penalty: 5215.395020
	Iteration 25Q: 3 clusters Score -6561938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -6561940.000000 Penalty: 5215.395020
	Iteration 26Q: 3 clusters Score -6561940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -6561948.500000 Penalty: 5215.395020
	Iteration 27Q: 3 clusters Score -6561948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -6561951.000000 Penalty: 5215.395020
	Iteration 28Q: 3 clusters Score -6561951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 36457 members 
Entering Unmasked Estep 
Score: -6561943.500000 Penalty: 5215.395020
	Iteration 29Q: 3 clusters Score -6561944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 36459 members 
Entering Unmasked Estep 
Score: -6561949.500000 Penalty: 5215.395020
	Iteration 30Q: 3 clusters Score -6561950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -6561948.500000 Penalty: 5215.395020
	Iteration 31Q: 3 clusters Score -6561948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 36459 members 
Entering Unmasked Estep 
Score: -6561948.000000 Penalty: 5215.395020
	Iteration 32Q: 3 clusters Score -6561948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 36459 members 
Entering Unmasked Estep 
Score: -6561948.000000 Penalty: 5215.395020
	Iteration 33F: 3 clusters Score -6561948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (73378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73378 members 
Entering Unmasked Estep 
Score: -13390201.000000 Penalty: 2778.438232
	Iteration 0F: 2 clusters Score -1.33902e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -13363497.000000 Penalty: 5556.876465
	Iteration 0F: 3 clusters Score -1.33635e+07 nChanged 34427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -13382793.000000 Penalty: 5556.876465
	Iteration 1F: 3 clusters Score -1.338279e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -13383498.000000 Penalty: 5556.876465
	Iteration 2Q: 3 clusters Score -1.33835e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37513 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -13384216.000000 Penalty: 5556.876465
	Iteration 3Q: 3 clusters Score -1.338422e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37855 members 
Mstep: Class 2 contains 35523 members 
Entering Unmasked Estep 
Score: -13385240.000000 Penalty: 5556.876465
	Iteration 4Q: 3 clusters Score -1.338524e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38147 members 
Mstep: Class 2 contains 35231 members 
Entering Unmasked Estep 
Score: -13386270.000000 Penalty: 5556.876465
	Iteration 5Q: 3 clusters Score -1.338627e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 35040 members 
Entering Unmasked Estep 
Score: -13387730.000000 Penalty: 5556.876465
	Iteration 6Q: 3 clusters Score -1.338773e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 35102 members 
Entering Unmasked Estep 
Score: -13389800.000000 Penalty: 5556.876465
	Iteration 7Q: 3 clusters Score -1.33898e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -13392475.000000 Penalty: 5556.876465
	Iteration 8F: 3 clusters Score -1.339248e+07 nChanged 4750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -13395819.000000 Penalty: 5556.876465
	Iteration 9F: 3 clusters Score -1.339582e+07 nChanged 4775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -13398850.000000 Penalty: 5556.876465
	Iteration 10F: 3 clusters Score -1.339885e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -13400631.000000 Penalty: 5556.876465
	Iteration 11F: 3 clusters Score -1.340063e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 40950 members 
Entering Unmasked Estep 
Score: -13401325.000000 Penalty: 5556.876465
	Iteration 12Q: 3 clusters Score -1.340132e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -13401536.000000 Penalty: 5556.876465
	Iteration 13Q: 3 clusters Score -1.340154e+07 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -13401541.000000 Penalty: 5556.876465
	Iteration 14Q: 3 clusters Score -1.340154e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 44568 members 
Entering Unmasked Estep 
Score: -13401263.000000 Penalty: 5556.876465
	Iteration 15Q: 3 clusters Score -1.340126e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 45384 members 
Entering Unmasked Estep 
Score: -13400932.000000 Penalty: 5556.876465
	Iteration 16Q: 3 clusters Score -1.340093e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
Score: -13400714.000000 Penalty: 5556.876465
	Iteration 17Q: 3 clusters Score -1.340071e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -13400434.000000 Penalty: 5556.876465
	Iteration 18Q: 3 clusters Score -1.340043e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -13400226.000000 Penalty: 5556.876465
	Iteration 19Q: 3 clusters Score -1.340023e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 46953 members 
Entering Unmasked Estep 
Score: -13400033.000000 Penalty: 5556.876465
	Iteration 20F: 3 clusters Score -1.340003e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 47060 members 
Entering Unmasked Estep 
Score: -13399863.000000 Penalty: 5556.876465
	Iteration 21Q: 3 clusters Score -1.339986e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -13399729.000000 Penalty: 5556.876465
	Iteration 22Q: 3 clusters Score -1.339973e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 47036 members 
Entering Unmasked Estep 
Score: -13399645.000000 Penalty: 5556.876465
	Iteration 23Q: 3 clusters Score -1.339964e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 46949 members 
Entering Unmasked Estep 
Score: -13399612.000000 Penalty: 5556.876465
	Iteration 24Q: 3 clusters Score -1.339961e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 46782 members 
Entering Unmasked Estep 
Score: -13399663.000000 Penalty: 5556.876465
	Iteration 25Q: 3 clusters Score -1.339966e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 46576 members 
Entering Unmasked Estep 
Score: -13399683.000000 Penalty: 5556.876465
	Iteration 26Q: 3 clusters Score -1.339968e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 46354 members 
Entering Unmasked Estep 
Score: -13399744.000000 Penalty: 5556.876465
	Iteration 27Q: 3 clusters Score -1.339974e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 46146 members 
Entering Unmasked Estep 
Score: -13399760.000000 Penalty: 5556.876465
	Iteration 28Q: 3 clusters Score -1.339976e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 45945 members 
Entering Unmasked Estep 
Score: -13399787.000000 Penalty: 5556.876465
	Iteration 29Q: 3 clusters Score -1.339979e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 45751 members 
Entering Unmasked Estep 
Score: -13399820.000000 Penalty: 5556.876465
	Iteration 30Q: 3 clusters Score -1.339982e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27818 members 
Mstep: Class 2 contains 45560 members 
Entering Unmasked Estep 
Score: -13399860.000000 Penalty: 5556.876465
	Iteration 31Q: 3 clusters Score -1.339986e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 45345 members 
Entering Unmasked Estep 
Score: -13399967.000000 Penalty: 5556.876465
	Iteration 32Q: 3 clusters Score -1.339997e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -13400085.000000 Penalty: 5556.876465
	Iteration 33Q: 3 clusters Score -1.340008e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 44978 members 
Entering Unmasked Estep 
Score: -13400153.000000 Penalty: 5556.876465
	Iteration 34Q: 3 clusters Score -1.340015e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -13400139.000000 Penalty: 5556.876465
	Iteration 35Q: 3 clusters Score -1.340014e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 44638 members 
Entering Unmasked Estep 
Score: -13400134.000000 Penalty: 5556.876465
	Iteration 36Q: 3 clusters Score -1.340013e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 44499 members 
Entering Unmasked Estep 
Score: -13400125.000000 Penalty: 5556.876465
	Iteration 37Q: 3 clusters Score -1.340012e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28991 members 
Mstep: Class 2 contains 44387 members 
Entering Unmasked Estep 
Score: -13400129.000000 Penalty: 5556.876465
	Iteration 38Q: 3 clusters Score -1.340013e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 44240 members 
Entering Unmasked Estep 
Score: -13400201.000000 Penalty: 5556.876465
	Iteration 39Q: 3 clusters Score -1.34002e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 44110 members 
Entering Unmasked Estep 
Score: -13400239.000000 Penalty: 5556.876465
	Iteration 40F: 3 clusters Score -1.340024e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -13400277.000000 Penalty: 5556.876465
	Iteration 41Q: 3 clusters Score -1.340028e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -13400320.000000 Penalty: 5556.876465
	Iteration 42Q: 3 clusters Score -1.340032e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 43857 members 
Entering Unmasked Estep 
Score: -13400306.000000 Penalty: 5556.876465
	Iteration 43Q: 3 clusters Score -1.340031e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 43816 members 
Entering Unmasked Estep 
Score: -13400309.000000 Penalty: 5556.876465
	Iteration 44Q: 3 clusters Score -1.340031e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 43745 members 
Entering Unmasked Estep 
Score: -13400341.000000 Penalty: 5556.876465
	Iteration 45Q: 3 clusters Score -1.340034e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -13400386.000000 Penalty: 5556.876465
	Iteration 46Q: 3 clusters Score -1.340039e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 43596 members 
Entering Unmasked Estep 
Score: -13400417.000000 Penalty: 5556.876465
	Iteration 47Q: 3 clusters Score -1.340042e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
Score: -13400446.000000 Penalty: 5556.876465
	Iteration 48Q: 3 clusters Score -1.340045e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 43484 members 
Entering Unmasked Estep 
Score: -13400500.000000 Penalty: 5556.876465
	Iteration 49Q: 3 clusters Score -1.34005e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -13400489.000000 Penalty: 5556.876465
	Iteration 50Q: 3 clusters Score -1.340049e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 43367 members 
Entering Unmasked Estep 
Score: -13400547.000000 Penalty: 5556.876465
	Iteration 51Q: 3 clusters Score -1.340055e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 43300 members 
Entering Unmasked Estep 
Score: -13400595.000000 Penalty: 5556.876465
	Iteration 52Q: 3 clusters Score -1.34006e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30127 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -13400633.000000 Penalty: 5556.876465
	Iteration 53Q: 3 clusters Score -1.340063e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -13400650.000000 Penalty: 5556.876465
	Iteration 54Q: 3 clusters Score -1.340065e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 43223 members 
Entering Unmasked Estep 
Score: -13400652.000000 Penalty: 5556.876465
	Iteration 55Q: 3 clusters Score -1.340065e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 43189 members 
Entering Unmasked Estep 
Score: -13400714.000000 Penalty: 5556.876465
	Iteration 56Q: 3 clusters Score -1.340071e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 43173 members 
Entering Unmasked Estep 
Score: -13400734.000000 Penalty: 5556.876465
	Iteration 57Q: 3 clusters Score -1.340073e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 43183 members 
Entering Unmasked Estep 
Score: -13400732.000000 Penalty: 5556.876465
	Iteration 58Q: 3 clusters Score -1.340073e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -13400728.000000 Penalty: 5556.876465
	Iteration 59Q: 3 clusters Score -1.340073e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -13400771.000000 Penalty: 5556.876465
	Iteration 60F: 3 clusters Score -1.340077e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -13400763.000000 Penalty: 5556.876465
	Iteration 61Q: 3 clusters Score -1.340076e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 43218 members 
Entering Unmasked Estep 
Score: -13400758.000000 Penalty: 5556.876465
	Iteration 62Q: 3 clusters Score -1.340076e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 43242 members 
Entering Unmasked Estep 
Score: -13400761.000000 Penalty: 5556.876465
	Iteration 63Q: 3 clusters Score -1.340076e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 43242 members 
Entering Unmasked Estep 
Score: -13400734.000000 Penalty: 5556.876465
	Iteration 64Q: 3 clusters Score -1.340073e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -13400750.000000 Penalty: 5556.876465
	Iteration 65Q: 3 clusters Score -1.340075e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30125 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -13400778.000000 Penalty: 5556.876465
	Iteration 66Q: 3 clusters Score -1.340078e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -13400846.000000 Penalty: 5556.876465
	Iteration 67Q: 3 clusters Score -1.340085e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30184 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -13400852.000000 Penalty: 5556.876465
	Iteration 68Q: 3 clusters Score -1.340085e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -13400893.000000 Penalty: 5556.876465
	Iteration 69Q: 3 clusters Score -1.340089e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -13400873.000000 Penalty: 5556.876465
	Iteration 70Q: 3 clusters Score -1.340087e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 43225 members 
Entering Unmasked Estep 
Score: -13400895.000000 Penalty: 5556.876465
	Iteration 71Q: 3 clusters Score -1.34009e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -13400916.000000 Penalty: 5556.876465
	Iteration 72Q: 3 clusters Score -1.340092e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
Score: -13400915.000000 Penalty: 5556.876465
	Iteration 73Q: 3 clusters Score -1.340092e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 43136 members 
Entering Unmasked Estep 
Score: -13400949.000000 Penalty: 5556.876465
	Iteration 74Q: 3 clusters Score -1.340095e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30274 members 
Mstep: Class 2 contains 43104 members 
Entering Unmasked Estep 
Score: -13401004.000000 Penalty: 5556.876465
	Iteration 75Q: 3 clusters Score -1.3401e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -13401020.000000 Penalty: 5556.876465
	Iteration 76Q: 3 clusters Score -1.340102e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 43075 members 
Entering Unmasked Estep 
Score: -13401083.000000 Penalty: 5556.876465
	Iteration 77Q: 3 clusters Score -1.340108e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 43081 members 
Entering Unmasked Estep 
Score: -13401086.000000 Penalty: 5556.876465
	Iteration 78Q: 3 clusters Score -1.340109e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -13401114.000000 Penalty: 5556.876465
	Iteration 79Q: 3 clusters Score -1.340111e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -13401100.000000 Penalty: 5556.876465
	Iteration 80F: 3 clusters Score -1.34011e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 43092 members 
Entering Unmasked Estep 
Score: -13401149.000000 Penalty: 5556.876465
	Iteration 81Q: 3 clusters Score -1.340115e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 43060 members 
Entering Unmasked Estep 
Score: -13401125.000000 Penalty: 5556.876465
	Iteration 82Q: 3 clusters Score -1.340112e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30358 members 
Mstep: Class 2 contains 43020 members 
Entering Unmasked Estep 
Score: -13401129.000000 Penalty: 5556.876465
	Iteration 83Q: 3 clusters Score -1.340113e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -13401134.000000 Penalty: 5556.876465
	Iteration 84Q: 3 clusters Score -1.340113e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 42981 members 
Entering Unmasked Estep 
Score: -13401154.000000 Penalty: 5556.876465
	Iteration 85Q: 3 clusters Score -1.340115e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 42950 members 
Entering Unmasked Estep 
Score: -13401171.000000 Penalty: 5556.876465
	Iteration 86Q: 3 clusters Score -1.340117e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -13401169.000000 Penalty: 5556.876465
	Iteration 87Q: 3 clusters Score -1.340117e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 42926 members 
Entering Unmasked Estep 
Score: -13401188.000000 Penalty: 5556.876465
	Iteration 88Q: 3 clusters Score -1.340119e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 42942 members 
Entering Unmasked Estep 
Score: -13401234.000000 Penalty: 5556.876465
	Iteration 89Q: 3 clusters Score -1.340123e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 42942 members 
Entering Unmasked Estep 
Score: -13401258.000000 Penalty: 5556.876465
	Iteration 90Q: 3 clusters Score -1.340126e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 42954 members 
Entering Unmasked Estep 
Score: -13401259.000000 Penalty: 5556.876465
	Iteration 91Q: 3 clusters Score -1.340126e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
Score: -13401292.000000 Penalty: 5556.876465
	Iteration 92Q: 3 clusters Score -1.340129e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 42949 members 
Entering Unmasked Estep 
Score: -13401307.000000 Penalty: 5556.876465
	Iteration 93Q: 3 clusters Score -1.340131e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 42946 members 
Entering Unmasked Estep 
Score: -13401322.000000 Penalty: 5556.876465
	Iteration 94Q: 3 clusters Score -1.340132e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 42944 members 
Entering Unmasked Estep 
Score: -13401318.000000 Penalty: 5556.876465
	Iteration 95Q: 3 clusters Score -1.340132e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 42954 members 
Entering Unmasked Estep 
Score: -13401344.000000 Penalty: 5556.876465
	Iteration 96Q: 3 clusters Score -1.340134e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 42960 members 
Entering Unmasked Estep 
Score: -13401368.000000 Penalty: 5556.876465
	Iteration 97Q: 3 clusters Score -1.340137e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -13401368.000000 Penalty: 5556.876465
	Iteration 98Q: 3 clusters Score -1.340137e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 42983 members 
Entering Unmasked Estep 
Score: -13401350.000000 Penalty: 5556.876465
	Iteration 99Q: 3 clusters Score -1.340135e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 42984 members 
Entering Unmasked Estep 
Score: -13401369.000000 Penalty: 5556.876465
	Iteration 100F: 3 clusters Score -1.340137e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 42991 members 
Entering Unmasked Estep 
Score: -13401387.000000 Penalty: 5556.876465
	Iteration 101Q: 3 clusters Score -1.340139e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 43003 members 
Entering Unmasked Estep 
Score: -13401370.000000 Penalty: 5556.876465
	Iteration 102Q: 3 clusters Score -1.340137e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
Score: -13401350.000000 Penalty: 5556.876465
	Iteration 103Q: 3 clusters Score -1.340135e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -13401358.000000 Penalty: 5556.876465
	Iteration 104Q: 3 clusters Score -1.340136e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 43054 members 
Entering Unmasked Estep 
Score: -13401365.000000 Penalty: 5556.876465
	Iteration 105Q: 3 clusters Score -1.340136e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -13401372.000000 Penalty: 5556.876465
	Iteration 106Q: 3 clusters Score -1.340137e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 43089 members 
Entering Unmasked Estep 
Score: -13401362.000000 Penalty: 5556.876465
	Iteration 107Q: 3 clusters Score -1.340136e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 43092 members 
Entering Unmasked Estep 
Score: -13401345.000000 Penalty: 5556.876465
	Iteration 108Q: 3 clusters Score -1.340134e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30271 members 
Mstep: Class 2 contains 43107 members 
Entering Unmasked Estep 
Score: -13401385.000000 Penalty: 5556.876465
	Iteration 109Q: 3 clusters Score -1.340138e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 43134 members 
Entering Unmasked Estep 
Score: -13401356.000000 Penalty: 5556.876465
	Iteration 110Q: 3 clusters Score -1.340136e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 43159 members 
Entering Unmasked Estep 
Score: -13401388.000000 Penalty: 5556.876465
	Iteration 111Q: 3 clusters Score -1.340139e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -13401388.000000 Penalty: 5556.876465
	Iteration 112Q: 3 clusters Score -1.340139e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -13401373.000000 Penalty: 5556.876465
	Iteration 113Q: 3 clusters Score -1.340137e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -13401373.000000 Penalty: 5556.876465
	Iteration 114Q: 3 clusters Score -1.340137e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -13401381.000000 Penalty: 5556.876465
	Iteration 115Q: 3 clusters Score -1.340138e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -13401361.000000 Penalty: 5556.876465
	Iteration 116Q: 3 clusters Score -1.340136e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -13401343.000000 Penalty: 5556.876465
	Iteration 117Q: 3 clusters Score -1.340134e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 43272 members 
Entering Unmasked Estep 
Score: -13401371.000000 Penalty: 5556.876465
	Iteration 118Q: 3 clusters Score -1.340137e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -13401357.000000 Penalty: 5556.876465
	Iteration 119Q: 3 clusters Score -1.340136e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 43300 members 
Entering Unmasked Estep 
Score: -13401355.000000 Penalty: 5556.876465
	Iteration 120F: 3 clusters Score -1.340136e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -13401350.000000 Penalty: 5556.876465
	Iteration 121Q: 3 clusters Score -1.340135e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 43329 members 
Entering Unmasked Estep 
Score: -13401362.000000 Penalty: 5556.876465
	Iteration 122Q: 3 clusters Score -1.340136e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 43331 members 
Entering Unmasked Estep 
Score: -13401382.000000 Penalty: 5556.876465
	Iteration 123Q: 3 clusters Score -1.340138e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30032 members 
Mstep: Class 2 contains 43346 members 
Entering Unmasked Estep 
Score: -13401385.000000 Penalty: 5556.876465
	Iteration 124Q: 3 clusters Score -1.340138e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -13401388.000000 Penalty: 5556.876465
	Iteration 125Q: 3 clusters Score -1.340139e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -13401392.000000 Penalty: 5556.876465
	Iteration 126Q: 3 clusters Score -1.340139e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -13401384.000000 Penalty: 5556.876465
	Iteration 127Q: 3 clusters Score -1.340138e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 43333 members 
Entering Unmasked Estep 
Score: -13401379.000000 Penalty: 5556.876465
	Iteration 128Q: 3 clusters Score -1.340138e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -13401429.000000 Penalty: 5556.876465
	Iteration 129Q: 3 clusters Score -1.340143e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
Score: -13401440.000000 Penalty: 5556.876465
	Iteration 130Q: 3 clusters Score -1.340144e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -13401479.000000 Penalty: 5556.876465
	Iteration 131Q: 3 clusters Score -1.340148e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -13401479.000000 Penalty: 5556.876465
	Iteration 132Q: 3 clusters Score -1.340148e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -13401504.000000 Penalty: 5556.876465
	Iteration 133Q: 3 clusters Score -1.34015e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -13401517.000000 Penalty: 5556.876465
	Iteration 134Q: 3 clusters Score -1.340152e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 43275 members 
Entering Unmasked Estep 
Score: -13401525.000000 Penalty: 5556.876465
	Iteration 135Q: 3 clusters Score -1.340152e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 43278 members 
Entering Unmasked Estep 
Score: -13401504.000000 Penalty: 5556.876465
	Iteration 136Q: 3 clusters Score -1.34015e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -13401501.000000 Penalty: 5556.876465
	Iteration 137Q: 3 clusters Score -1.34015e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30117 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -13401498.000000 Penalty: 5556.876465
	Iteration 138Q: 3 clusters Score -1.34015e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -13401515.000000 Penalty: 5556.876465
	Iteration 139Q: 3 clusters Score -1.340152e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -13401510.000000 Penalty: 5556.876465
	Iteration 140F: 3 clusters Score -1.340151e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -13401501.000000 Penalty: 5556.876465
	Iteration 141Q: 3 clusters Score -1.34015e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 43266 members 
Entering Unmasked Estep 
Score: -13401497.000000 Penalty: 5556.876465
	Iteration 142Q: 3 clusters Score -1.34015e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -13401509.000000 Penalty: 5556.876465
	Iteration 143Q: 3 clusters Score -1.340151e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30108 members 
Mstep: Class 2 contains 43270 members 
Entering Unmasked Estep 
Score: -13401492.000000 Penalty: 5556.876465
	Iteration 144Q: 3 clusters Score -1.340149e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -13401508.000000 Penalty: 5556.876465
	Iteration 145Q: 3 clusters Score -1.340151e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -13401520.000000 Penalty: 5556.876465
	Iteration 146Q: 3 clusters Score -1.340152e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30115 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -13401534.000000 Penalty: 5556.876465
	Iteration 147Q: 3 clusters Score -1.340153e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -13401558.000000 Penalty: 5556.876465
	Iteration 148Q: 3 clusters Score -1.340156e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 43295 members 
Entering Unmasked Estep 
Score: -13401556.000000 Penalty: 5556.876465
	Iteration 149Q: 3 clusters Score -1.340156e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30067 members 
Mstep: Class 2 contains 43311 members 
Entering Unmasked Estep 
Score: -13401553.000000 Penalty: 5556.876465
	Iteration 150Q: 3 clusters Score -1.340155e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 43331 members 
Entering Unmasked Estep 
Score: -13401532.000000 Penalty: 5556.876465
	Iteration 151Q: 3 clusters Score -1.340153e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30026 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -13401541.000000 Penalty: 5556.876465
	Iteration 152Q: 3 clusters Score -1.340154e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
Score: -13401542.000000 Penalty: 5556.876465
	Iteration 153Q: 3 clusters Score -1.340154e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -13401524.000000 Penalty: 5556.876465
	Iteration 154Q: 3 clusters Score -1.340152e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29966 members 
Mstep: Class 2 contains 43412 members 
Entering Unmasked Estep 
Score: -13401534.000000 Penalty: 5556.876465
	Iteration 155Q: 3 clusters Score -1.340153e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29958 members 
Mstep: Class 2 contains 43420 members 
Entering Unmasked Estep 
Score: -13401548.000000 Penalty: 5556.876465
	Iteration 156Q: 3 clusters Score -1.340155e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -13401576.000000 Penalty: 5556.876465
	Iteration 157Q: 3 clusters Score -1.340158e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
Score: -13401567.000000 Penalty: 5556.876465
	Iteration 158Q: 3 clusters Score -1.340157e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -13401583.000000 Penalty: 5556.876465
	Iteration 159Q: 3 clusters Score -1.340158e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 43467 members 
Entering Unmasked Estep 
Score: -13401568.000000 Penalty: 5556.876465
	Iteration 160F: 3 clusters Score -1.340157e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 43468 members 
Entering Unmasked Estep 
Score: -13401598.000000 Penalty: 5556.876465
	Iteration 161Q: 3 clusters Score -1.34016e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 43456 members 
Entering Unmasked Estep 
Score: -13401607.000000 Penalty: 5556.876465
	Iteration 162Q: 3 clusters Score -1.340161e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 43457 members 
Entering Unmasked Estep 
Score: -13401609.000000 Penalty: 5556.876465
	Iteration 163Q: 3 clusters Score -1.340161e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29912 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -13401584.000000 Penalty: 5556.876465
	Iteration 164Q: 3 clusters Score -1.340158e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 43473 members 
Entering Unmasked Estep 
Score: -13401586.000000 Penalty: 5556.876465
	Iteration 165Q: 3 clusters Score -1.340159e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
Score: -13401604.000000 Penalty: 5556.876465
	Iteration 166Q: 3 clusters Score -1.34016e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -13401604.000000 Penalty: 5556.876465
	Iteration 167Q: 3 clusters Score -1.34016e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 43477 members 
Entering Unmasked Estep 
Score: -13401600.000000 Penalty: 5556.876465
	Iteration 168Q: 3 clusters Score -1.34016e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 43475 members 
Entering Unmasked Estep 
Score: -13401606.000000 Penalty: 5556.876465
	Iteration 169Q: 3 clusters Score -1.340161e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -13401619.000000 Penalty: 5556.876465
	Iteration 170Q: 3 clusters Score -1.340162e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -13401611.000000 Penalty: 5556.876465
	Iteration 171Q: 3 clusters Score -1.340161e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -13401616.000000 Penalty: 5556.876465
	Iteration 172Q: 3 clusters Score -1.340162e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -13401601.000000 Penalty: 5556.876465
	Iteration 173Q: 3 clusters Score -1.34016e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
Score: -13401615.000000 Penalty: 5556.876465
	Iteration 174Q: 3 clusters Score -1.340162e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -13401593.000000 Penalty: 5556.876465
	Iteration 175Q: 3 clusters Score -1.340159e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 43541 members 
Entering Unmasked Estep 
Score: -13401574.000000 Penalty: 5556.876465
	Iteration 176Q: 3 clusters Score -1.340157e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29826 members 
Mstep: Class 2 contains 43552 members 
Entering Unmasked Estep 
Score: -13401587.000000 Penalty: 5556.876465
	Iteration 177Q: 3 clusters Score -1.340159e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29812 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -13401577.000000 Penalty: 5556.876465
	Iteration 178Q: 3 clusters Score -1.340158e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29809 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -13401569.000000 Penalty: 5556.876465
	Iteration 179Q: 3 clusters Score -1.340157e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -13401567.000000 Penalty: 5556.876465
	Iteration 180F: 3 clusters Score -1.340157e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 43576 members 
Entering Unmasked Estep 
Score: -13401578.000000 Penalty: 5556.876465
	Iteration 181Q: 3 clusters Score -1.340158e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -13401578.000000 Penalty: 5556.876465
	Iteration 182Q: 3 clusters Score -1.340158e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 43573 members 
Entering Unmasked Estep 
Score: -13401574.000000 Penalty: 5556.876465
	Iteration 183Q: 3 clusters Score -1.340157e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 43573 members 
Entering Unmasked Estep 
Score: -13401585.000000 Penalty: 5556.876465
	Iteration 184Q: 3 clusters Score -1.340158e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -13401575.000000 Penalty: 5556.876465
	Iteration 185Q: 3 clusters Score -1.340158e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -13401581.000000 Penalty: 5556.876465
	Iteration 186Q: 3 clusters Score -1.340158e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -13401581.000000 Penalty: 5556.876465
	Iteration 187Q: 3 clusters Score -1.340158e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
Score: -13401576.000000 Penalty: 5556.876465
	Iteration 188Q: 3 clusters Score -1.340158e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
Score: -13401578.000000 Penalty: 5556.876465
	Iteration 189Q: 3 clusters Score -1.340158e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -13401579.000000 Penalty: 5556.876465
	Iteration 190Q: 3 clusters Score -1.340158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 43573 members 
Entering Unmasked Estep 
Score: -13401580.000000 Penalty: 5556.876465
	Iteration 191Q: 3 clusters Score -1.340158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -13401576.000000 Penalty: 5556.876465
	Iteration 192Q: 3 clusters Score -1.340158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -13401576.000000 Penalty: 5556.876465
	Iteration 193F: 3 clusters Score -1.340158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 56423 members 
Mstep: Class 3 contains 32133 members 
Mstep: Class 4 contains 38811 members 
Mstep: Class 5 contains 43570 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 11 contains 85037 members 
Mstep: Class 12 contains 45055 members 
Mstep: Class 13 contains 41800 members 
Mstep: Class 14 contains 63800 members 
Mstep: Class 15 contains 36861 members 
Mstep: Class 16 contains 29808 members 
Mstep: Class 17 contains 79679 members 
Mstep: Class 18 contains 1284 members 
Mstep: Class 19 contains 754 members 
Mstep: Class 20 contains 1667 members 
Mstep: Class 21 contains 57012 members 
Entering Unmasked Estep 
Score: -111091248.000000 Penalty: 56216.398438
Splitting cluster 16 changes total score from -111047680.000000 to -111091248.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 17 (79679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79679 members 
Entering Unmasked Estep 
Score: -14516330.000000 Penalty: 2798.868652
	Iteration 0F: 2 clusters Score -1.451633e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 39822 members 
Entering Unmasked Estep 
Score: -14490639.000000 Penalty: 5597.737305
	Iteration 0F: 3 clusters Score -1.449064e+07 nChanged 37268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -14511986.000000 Penalty: 5597.737305
	Iteration 1F: 3 clusters Score -1.451199e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -14513565.000000 Penalty: 5597.737305
	Iteration 2Q: 3 clusters Score -1.451356e+07 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 39124 members 
Entering Unmasked Estep 
Score: -14516171.000000 Penalty: 5597.737305
	Iteration 3F: 3 clusters Score -1.451617e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -14519599.000000 Penalty: 5597.737305
	Iteration 4F: 3 clusters Score -1.45196e+07 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40869 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -14523776.000000 Penalty: 5597.737305
	Iteration 5F: 3 clusters Score -1.452378e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40888 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -14527972.000000 Penalty: 5597.737305
	Iteration 6F: 3 clusters Score -1.452797e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -14530961.000000 Penalty: 5597.737305
	Iteration 7F: 3 clusters Score -1.453096e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41101 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -14532590.000000 Penalty: 5597.737305
	Iteration 8Q: 3 clusters Score -1.453259e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -14533219.000000 Penalty: 5597.737305
	Iteration 9Q: 3 clusters Score -1.453322e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41283 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -14533450.000000 Penalty: 5597.737305
	Iteration 10Q: 3 clusters Score -1.453345e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -14533499.000000 Penalty: 5597.737305
	Iteration 11Q: 3 clusters Score -1.45335e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41267 members 
Mstep: Class 2 contains 38412 members 
Entering Unmasked Estep 
Score: -14533535.000000 Penalty: 5597.737305
	Iteration 12Q: 3 clusters Score -1.453354e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41208 members 
Mstep: Class 2 contains 38471 members 
Entering Unmasked Estep 
Score: -14533637.000000 Penalty: 5597.737305
	Iteration 13Q: 3 clusters Score -1.453364e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 38546 members 
Entering Unmasked Estep 
Score: -14533716.000000 Penalty: 5597.737305
	Iteration 14Q: 3 clusters Score -1.453372e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -14533740.000000 Penalty: 5597.737305
	Iteration 15Q: 3 clusters Score -1.453374e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -14533816.000000 Penalty: 5597.737305
	Iteration 16Q: 3 clusters Score -1.453382e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -14533935.000000 Penalty: 5597.737305
	Iteration 17Q: 3 clusters Score -1.453394e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -14533955.000000 Penalty: 5597.737305
	Iteration 18Q: 3 clusters Score -1.453396e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -14533977.000000 Penalty: 5597.737305
	Iteration 19Q: 3 clusters Score -1.453398e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40005 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -14534007.000000 Penalty: 5597.737305
	Iteration 20F: 3 clusters Score -1.453401e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -14534076.000000 Penalty: 5597.737305
	Iteration 21Q: 3 clusters Score -1.453408e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 40156 members 
Entering Unmasked Estep 
Score: -14534112.000000 Penalty: 5597.737305
	Iteration 22Q: 3 clusters Score -1.453411e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -14534138.000000 Penalty: 5597.737305
	Iteration 23Q: 3 clusters Score -1.453414e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39003 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -14534204.000000 Penalty: 5597.737305
	Iteration 24Q: 3 clusters Score -1.45342e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 41005 members 
Entering Unmasked Estep 
Score: -14534231.000000 Penalty: 5597.737305
	Iteration 25Q: 3 clusters Score -1.453423e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 41298 members 
Entering Unmasked Estep 
Score: -14534296.000000 Penalty: 5597.737305
	Iteration 26Q: 3 clusters Score -1.45343e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -14534403.000000 Penalty: 5597.737305
	Iteration 27Q: 3 clusters Score -1.45344e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 41971 members 
Entering Unmasked Estep 
Score: -14534430.000000 Penalty: 5597.737305
	Iteration 28Q: 3 clusters Score -1.453443e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -14534497.000000 Penalty: 5597.737305
	Iteration 29Q: 3 clusters Score -1.45345e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37009 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -14534509.000000 Penalty: 5597.737305
	Iteration 30Q: 3 clusters Score -1.453451e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
Score: -14534516.000000 Penalty: 5597.737305
	Iteration 31Q: 3 clusters Score -1.453452e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -14534555.000000 Penalty: 5597.737305
	Iteration 32Q: 3 clusters Score -1.453456e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -14534554.000000 Penalty: 5597.737305
	Iteration 33Q: 3 clusters Score -1.453455e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 43937 members 
Entering Unmasked Estep 
Score: -14534621.000000 Penalty: 5597.737305
	Iteration 34Q: 3 clusters Score -1.453462e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -14534643.000000 Penalty: 5597.737305
	Iteration 35Q: 3 clusters Score -1.453464e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -14534537.000000 Penalty: 5597.737305
	Iteration 36Q: 3 clusters Score -1.453454e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35154 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -14534550.000000 Penalty: 5597.737305
	Iteration 37Q: 3 clusters Score -1.453455e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 44566 members 
Entering Unmasked Estep 
Score: -14534526.000000 Penalty: 5597.737305
	Iteration 38Q: 3 clusters Score -1.453453e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 44534 members 
Entering Unmasked Estep 
Score: -14534603.000000 Penalty: 5597.737305
	Iteration 39Q: 3 clusters Score -1.45346e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 44445 members 
Entering Unmasked Estep 
Score: -14534575.000000 Penalty: 5597.737305
	Iteration 40F: 3 clusters Score -1.453458e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35355 members 
Mstep: Class 2 contains 44324 members 
Entering Unmasked Estep 
Score: -14534576.000000 Penalty: 5597.737305
	Iteration 41Q: 3 clusters Score -1.453458e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35435 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -14534606.000000 Penalty: 5597.737305
	Iteration 42Q: 3 clusters Score -1.453461e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35485 members 
Mstep: Class 2 contains 44194 members 
Entering Unmasked Estep 
Score: -14534618.000000 Penalty: 5597.737305
	Iteration 43Q: 3 clusters Score -1.453462e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 44138 members 
Entering Unmasked Estep 
Score: -14534584.000000 Penalty: 5597.737305
	Iteration 44Q: 3 clusters Score -1.453458e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35593 members 
Mstep: Class 2 contains 44086 members 
Entering Unmasked Estep 
Score: -14534610.000000 Penalty: 5597.737305
	Iteration 45Q: 3 clusters Score -1.453461e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35656 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -14534665.000000 Penalty: 5597.737305
	Iteration 46Q: 3 clusters Score -1.453466e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 43941 members 
Entering Unmasked Estep 
Score: -14534678.000000 Penalty: 5597.737305
	Iteration 47Q: 3 clusters Score -1.453468e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -14534747.000000 Penalty: 5597.737305
	Iteration 48Q: 3 clusters Score -1.453475e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35990 members 
Mstep: Class 2 contains 43689 members 
Entering Unmasked Estep 
Score: -14534750.000000 Penalty: 5597.737305
	Iteration 49Q: 3 clusters Score -1.453475e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36126 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -14534741.000000 Penalty: 5597.737305
	Iteration 50Q: 3 clusters Score -1.453474e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -14534804.000000 Penalty: 5597.737305
	Iteration 51Q: 3 clusters Score -1.45348e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -14534835.000000 Penalty: 5597.737305
	Iteration 52Q: 3 clusters Score -1.453484e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
Score: -14534856.000000 Penalty: 5597.737305
	Iteration 53Q: 3 clusters Score -1.453486e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -14534940.000000 Penalty: 5597.737305
	Iteration 54Q: 3 clusters Score -1.453494e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 42873 members 
Entering Unmasked Estep 
Score: -14534943.000000 Penalty: 5597.737305
	Iteration 55Q: 3 clusters Score -1.453494e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -14534968.000000 Penalty: 5597.737305
	Iteration 56Q: 3 clusters Score -1.453497e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36932 members 
Mstep: Class 2 contains 42747 members 
Entering Unmasked Estep 
Score: -14534986.000000 Penalty: 5597.737305
	Iteration 57Q: 3 clusters Score -1.453499e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -14535037.000000 Penalty: 5597.737305
	Iteration 58Q: 3 clusters Score -1.453504e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37034 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
Score: -14535043.000000 Penalty: 5597.737305
	Iteration 59Q: 3 clusters Score -1.453504e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 42621 members 
Entering Unmasked Estep 
Score: -14535056.000000 Penalty: 5597.737305
	Iteration 60F: 3 clusters Score -1.453506e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 42609 members 
Entering Unmasked Estep 
Score: -14535065.000000 Penalty: 5597.737305
	Iteration 61Q: 3 clusters Score -1.453506e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37087 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -14535088.000000 Penalty: 5597.737305
	Iteration 62Q: 3 clusters Score -1.453509e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 42574 members 
Entering Unmasked Estep 
Score: -14535086.000000 Penalty: 5597.737305
	Iteration 63Q: 3 clusters Score -1.453509e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -14535072.000000 Penalty: 5597.737305
	Iteration 64Q: 3 clusters Score -1.453507e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 42565 members 
Entering Unmasked Estep 
Score: -14535064.000000 Penalty: 5597.737305
	Iteration 65Q: 3 clusters Score -1.453506e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 42558 members 
Entering Unmasked Estep 
Score: -14535042.000000 Penalty: 5597.737305
	Iteration 66Q: 3 clusters Score -1.453504e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37129 members 
Mstep: Class 2 contains 42550 members 
Entering Unmasked Estep 
Score: -14535032.000000 Penalty: 5597.737305
	Iteration 67Q: 3 clusters Score -1.453503e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 42562 members 
Entering Unmasked Estep 
Score: -14535031.000000 Penalty: 5597.737305
	Iteration 68Q: 3 clusters Score -1.453503e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37112 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -14535023.000000 Penalty: 5597.737305
	Iteration 69Q: 3 clusters Score -1.453502e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -14535041.000000 Penalty: 5597.737305
	Iteration 70Q: 3 clusters Score -1.453504e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
Score: -14535058.000000 Penalty: 5597.737305
	Iteration 71Q: 3 clusters Score -1.453506e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 42574 members 
Entering Unmasked Estep 
Score: -14535034.000000 Penalty: 5597.737305
	Iteration 72Q: 3 clusters Score -1.453503e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -14535059.000000 Penalty: 5597.737305
	Iteration 73Q: 3 clusters Score -1.453506e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -14535067.000000 Penalty: 5597.737305
	Iteration 74Q: 3 clusters Score -1.453507e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
Score: -14535079.000000 Penalty: 5597.737305
	Iteration 75Q: 3 clusters Score -1.453508e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 42577 members 
Entering Unmasked Estep 
Score: -14535063.000000 Penalty: 5597.737305
	Iteration 76Q: 3 clusters Score -1.453506e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 42579 members 
Entering Unmasked Estep 
Score: -14535059.000000 Penalty: 5597.737305
	Iteration 77Q: 3 clusters Score -1.453506e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -14535065.000000 Penalty: 5597.737305
	Iteration 78Q: 3 clusters Score -1.453506e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 42577 members 
Entering Unmasked Estep 
Score: -14535067.000000 Penalty: 5597.737305
	Iteration 79Q: 3 clusters Score -1.453507e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 42574 members 
Entering Unmasked Estep 
Score: -14535066.000000 Penalty: 5597.737305
	Iteration 80F: 3 clusters Score -1.453507e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 42574 members 
Entering Unmasked Estep 
Score: -14535077.000000 Penalty: 5597.737305
	Iteration 81Q: 3 clusters Score -1.453508e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 42577 members 
Entering Unmasked Estep 
Score: -14535066.000000 Penalty: 5597.737305
	Iteration 82Q: 3 clusters Score -1.453507e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -14535062.000000 Penalty: 5597.737305
	Iteration 83Q: 3 clusters Score -1.453506e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -14535060.000000 Penalty: 5597.737305
	Iteration 84Q: 3 clusters Score -1.453506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37091 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -14535068.000000 Penalty: 5597.737305
	Iteration 85Q: 3 clusters Score -1.453507e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -14535055.000000 Penalty: 5597.737305
	Iteration 86Q: 3 clusters Score -1.453506e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 42600 members 
Entering Unmasked Estep 
Score: -14535062.000000 Penalty: 5597.737305
	Iteration 87Q: 3 clusters Score -1.453506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 42603 members 
Entering Unmasked Estep 
Score: -14535062.000000 Penalty: 5597.737305
	Iteration 88Q: 3 clusters Score -1.453506e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 42603 members 
Entering Unmasked Estep 
Score: -14535053.000000 Penalty: 5597.737305
	Iteration 89Q: 3 clusters Score -1.453505e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -14535055.000000 Penalty: 5597.737305
	Iteration 90Q: 3 clusters Score -1.453506e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 42600 members 
Entering Unmasked Estep 
Score: -14535056.000000 Penalty: 5597.737305
	Iteration 91Q: 3 clusters Score -1.453506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 42600 members 
Entering Unmasked Estep 
Score: -14535058.000000 Penalty: 5597.737305
	Iteration 92Q: 3 clusters Score -1.453506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 42601 members 
Entering Unmasked Estep 
Score: -14535067.000000 Penalty: 5597.737305
	Iteration 93Q: 3 clusters Score -1.453507e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 42605 members 
Entering Unmasked Estep 
Score: -14535067.000000 Penalty: 5597.737305
	Iteration 94Q: 3 clusters Score -1.453507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 42606 members 
Entering Unmasked Estep 
Score: -14535070.000000 Penalty: 5597.737305
	Iteration 95Q: 3 clusters Score -1.453507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 42605 members 
Entering Unmasked Estep 
Score: -14535070.000000 Penalty: 5597.737305
	Iteration 96Q: 3 clusters Score -1.453507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 42600 members 
Entering Unmasked Estep 
Score: -14535068.000000 Penalty: 5597.737305
	Iteration 97Q: 3 clusters Score -1.453507e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 42595 members 
Entering Unmasked Estep 
Score: -14535075.000000 Penalty: 5597.737305
	Iteration 98Q: 3 clusters Score -1.453508e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -14535085.000000 Penalty: 5597.737305
	Iteration 99Q: 3 clusters Score -1.453508e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37090 members 
Mstep: Class 2 contains 42589 members 
Entering Unmasked Estep 
Score: -14535090.000000 Penalty: 5597.737305
	Iteration 100F: 3 clusters Score -1.453509e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 42582 members 
Entering Unmasked Estep 
Score: -14535083.000000 Penalty: 5597.737305
	Iteration 101Q: 3 clusters Score -1.453508e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -14535092.000000 Penalty: 5597.737305
	Iteration 102Q: 3 clusters Score -1.453509e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 42587 members 
Entering Unmasked Estep 
Score: -14535104.000000 Penalty: 5597.737305
	Iteration 103Q: 3 clusters Score -1.45351e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -14535081.000000 Penalty: 5597.737305
	Iteration 104Q: 3 clusters Score -1.453508e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -14535100.000000 Penalty: 5597.737305
	Iteration 105Q: 3 clusters Score -1.45351e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 42599 members 
Entering Unmasked Estep 
Score: -14535089.000000 Penalty: 5597.737305
	Iteration 106Q: 3 clusters Score -1.453509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 42601 members 
Entering Unmasked Estep 
Score: -14535096.000000 Penalty: 5597.737305
	Iteration 107Q: 3 clusters Score -1.45351e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 42605 members 
Entering Unmasked Estep 
Score: -14535086.000000 Penalty: 5597.737305
	Iteration 108Q: 3 clusters Score -1.453509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 42610 members 
Entering Unmasked Estep 
Score: -14535097.000000 Penalty: 5597.737305
	Iteration 109Q: 3 clusters Score -1.45351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -14535099.000000 Penalty: 5597.737305
	Iteration 110Q: 3 clusters Score -1.45351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 42612 members 
Entering Unmasked Estep 
Score: -14535099.000000 Penalty: 5597.737305
	Iteration 111Q: 3 clusters Score -1.45351e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37060 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -14535095.000000 Penalty: 5597.737305
	Iteration 112Q: 3 clusters Score -1.45351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 42622 members 
Entering Unmasked Estep 
Score: -14535094.000000 Penalty: 5597.737305
	Iteration 113Q: 3 clusters Score -1.453509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 42621 members 
Entering Unmasked Estep 
Score: -14535093.000000 Penalty: 5597.737305
	Iteration 114Q: 3 clusters Score -1.453509e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 42623 members 
Entering Unmasked Estep 
Score: -14535081.000000 Penalty: 5597.737305
	Iteration 115Q: 3 clusters Score -1.453508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -14535087.000000 Penalty: 5597.737305
	Iteration 116Q: 3 clusters Score -1.453509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -14535084.000000 Penalty: 5597.737305
	Iteration 117Q: 3 clusters Score -1.453508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 42622 members 
Entering Unmasked Estep 
Score: -14535092.000000 Penalty: 5597.737305
	Iteration 118Q: 3 clusters Score -1.453509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 42626 members 
Entering Unmasked Estep 
Score: -14535097.000000 Penalty: 5597.737305
	Iteration 119Q: 3 clusters Score -1.45351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 42625 members 
Entering Unmasked Estep 
Score: -14535099.000000 Penalty: 5597.737305
	Iteration 120F: 3 clusters Score -1.45351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 42626 members 
Entering Unmasked Estep 
Score: -14535103.000000 Penalty: 5597.737305
	Iteration 121Q: 3 clusters Score -1.45351e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 42627 members 
Entering Unmasked Estep 
Score: -14535116.000000 Penalty: 5597.737305
	Iteration 122Q: 3 clusters Score -1.453512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -14535115.000000 Penalty: 5597.737305
	Iteration 123Q: 3 clusters Score -1.453512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 42631 members 
Entering Unmasked Estep 
Score: -14535127.000000 Penalty: 5597.737305
	Iteration 124Q: 3 clusters Score -1.453513e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 42630 members 
Entering Unmasked Estep 
Score: -14535135.000000 Penalty: 5597.737305
	Iteration 125Q: 3 clusters Score -1.453514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37047 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -14535121.000000 Penalty: 5597.737305
	Iteration 126Q: 3 clusters Score -1.453512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37045 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -14535120.000000 Penalty: 5597.737305
	Iteration 127Q: 3 clusters Score -1.453512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -14535112.000000 Penalty: 5597.737305
	Iteration 128Q: 3 clusters Score -1.453511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -14535105.000000 Penalty: 5597.737305
	Iteration 129Q: 3 clusters Score -1.45351e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37044 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -14535105.000000 Penalty: 5597.737305
	Iteration 130F: 3 clusters Score -1.45351e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 56423 members 
Mstep: Class 3 contains 32133 members 
Mstep: Class 4 contains 38811 members 
Mstep: Class 5 contains 43570 members 
Mstep: Class 6 contains 42635 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 11 contains 85037 members 
Mstep: Class 12 contains 45055 members 
Mstep: Class 13 contains 41800 members 
Mstep: Class 14 contains 63800 members 
Mstep: Class 15 contains 36861 members 
Mstep: Class 16 contains 29808 members 
Mstep: Class 17 contains 37044 members 
Mstep: Class 18 contains 1284 members 
Mstep: Class 19 contains 754 members 
Mstep: Class 20 contains 1667 members 
Mstep: Class 21 contains 57012 members 
Entering Unmasked Estep 
Score: -111108680.000000 Penalty: 59523.246094
Splitting cluster 17 changes total score from -111047680.000000 to -111108680.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 18 (1284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Entering Unmasked Estep 
Score: -168763.890625 Penalty: 1775.118408
	Iteration 0F: 2 clusters Score -168763.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -166766.000000 Penalty: 3550.236816
	Iteration 0F: 3 clusters Score -166766 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -167794.078125 Penalty: 3550.236816
	Iteration 1F: 3 clusters Score -167794.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -168524.000000 Penalty: 3550.236816
	Iteration 2F: 3 clusters Score -168524 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -168885.203125 Penalty: 3550.236816
	Iteration 3F: 3 clusters Score -168885.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -169106.312500 Penalty: 3550.236816
	Iteration 4F: 3 clusters Score -169106.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -169230.531250 Penalty: 3550.236816
	Iteration 5Q: 3 clusters Score -169230.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -169329.828125 Penalty: 3550.236816
	Iteration 6Q: 3 clusters Score -169329.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -169392.765625 Penalty: 3550.236816
	Iteration 7Q: 3 clusters Score -169392.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -169443.390625 Penalty: 3550.236816
	Iteration 8Q: 3 clusters Score -169443.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -169494.343750 Penalty: 3550.236816
	Iteration 9Q: 3 clusters Score -169494.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -169555.031250 Penalty: 3550.236816
	Iteration 10Q: 3 clusters Score -169555 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -169673.671875 Penalty: 3550.236816
	Iteration 11Q: 3 clusters Score -169673.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -169765.218750 Penalty: 3550.236816
	Iteration 12Q: 3 clusters Score -169765.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -169815.687500 Penalty: 3550.236816
	Iteration 13Q: 3 clusters Score -169815.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -169866.234375 Penalty: 3550.236816
	Iteration 14Q: 3 clusters Score -169866.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -169931.953125 Penalty: 3550.236816
	Iteration 15Q: 3 clusters Score -169932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -169987.734375 Penalty: 3550.236816
	Iteration 16Q: 3 clusters Score -169987.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -170015.421875 Penalty: 3550.236816
	Iteration 17Q: 3 clusters Score -170015.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -170041.281250 Penalty: 3550.236816
	Iteration 18Q: 3 clusters Score -170041.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -170066.203125 Penalty: 3550.236816
	Iteration 19Q: 3 clusters Score -170066.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -170085.453125 Penalty: 3550.236816
	Iteration 20F: 3 clusters Score -170085.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -170094.265625 Penalty: 3550.236816
	Iteration 21Q: 3 clusters Score -170094.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -170105.875000 Penalty: 3550.236816
	Iteration 22Q: 3 clusters Score -170105.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -170109.078125 Penalty: 3550.236816
	Iteration 23Q: 3 clusters Score -170109.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -170109.078125 Penalty: 3550.236816
	Iteration 24F: 3 clusters Score -170109.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 56423 members 
Mstep: Class 3 contains 32133 members 
Mstep: Class 4 contains 38811 members 
Mstep: Class 5 contains 43570 members 
Mstep: Class 6 contains 42635 members 
Mstep: Class 7 contains 512 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 11 contains 85037 members 
Mstep: Class 12 contains 45055 members 
Mstep: Class 13 contains 41800 members 
Mstep: Class 14 contains 63800 members 
Mstep: Class 15 contains 36861 members 
Mstep: Class 16 contains 29808 members 
Mstep: Class 17 contains 37044 members 
Mstep: Class 18 contains 772 members 
Mstep: Class 19 contains 754 members 
Mstep: Class 20 contains 1667 members 
Mstep: Class 21 contains 57012 members 
Entering Unmasked Estep 
Score: -111108392.000000 Penalty: 62830.093750
Splitting cluster 18 changes total score from -111047680.000000 to -111108392.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 19 (754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Entering Unmasked Estep 
Score: -68747.117188 Penalty: 1643.097290
	Iteration 0F: 2 clusters Score -68747.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -67288.664062 Penalty: 3286.194580
	Iteration 0F: 3 clusters Score -67288.66 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -67744.359375 Penalty: 3286.194580
	Iteration 1F: 3 clusters Score -67744.36 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -68170.382812 Penalty: 3286.194580
	Iteration 2F: 3 clusters Score -68170.38 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -68914.898438 Penalty: 3286.194580
	Iteration 3F: 3 clusters Score -68914.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -69695.570312 Penalty: 3286.194580
	Iteration 4F: 3 clusters Score -69695.57 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -70484.937500 Penalty: 3286.194580
	Iteration 5F: 3 clusters Score -70484.94 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -71011.390625 Penalty: 3286.194580
	Iteration 6F: 3 clusters Score -71011.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -71167.507812 Penalty: 3286.194580
	Iteration 7Q: 3 clusters Score -71167.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -71217.578125 Penalty: 3286.194580
	Iteration 8Q: 3 clusters Score -71217.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -71251.015625 Penalty: 3286.194580
	Iteration 9Q: 3 clusters Score -71251.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -71274.796875 Penalty: 3286.194580
	Iteration 10Q: 3 clusters Score -71274.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -71297.757812 Penalty: 3286.194580
	Iteration 11Q: 3 clusters Score -71297.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -71306.273438 Penalty: 3286.194580
	Iteration 12Q: 3 clusters Score -71306.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -71315.296875 Penalty: 3286.194580
	Iteration 13Q: 3 clusters Score -71315.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -71315.296875 Penalty: 3286.194580
	Iteration 14F: 3 clusters Score -71315.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 56423 members 
Mstep: Class 3 contains 32133 members 
Mstep: Class 4 contains 38811 members 
Mstep: Class 5 contains 43570 members 
Mstep: Class 6 contains 42635 members 
Mstep: Class 7 contains 512 members 
Mstep: Class 8 contains 286 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 11 contains 85037 members 
Mstep: Class 12 contains 45055 members 
Mstep: Class 13 contains 41800 members 
Mstep: Class 14 contains 63800 members 
Mstep: Class 15 contains 36861 members 
Mstep: Class 16 contains 29808 members 
Mstep: Class 17 contains 37044 members 
Mstep: Class 18 contains 772 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 20 contains 1667 members 
Mstep: Class 21 contains 57012 members 
Entering Unmasked Estep 
Score: -111109336.000000 Penalty: 66136.937500
Splitting cluster 19 changes total score from -111047680.000000 to -111109336.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 20 (1667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Entering Unmasked Estep 
Score: -282931.562500 Penalty: 1839.857666
	Iteration 0F: 2 clusters Score -282931.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -280708.437500 Penalty: 3679.715332
	Iteration 0F: 3 clusters Score -280708.4 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -281792.218750 Penalty: 3679.715332
	Iteration 1F: 3 clusters Score -281792.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -282206.531250 Penalty: 3679.715332
	Iteration 2F: 3 clusters Score -282206.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -282423.218750 Penalty: 3679.715332
	Iteration 3F: 3 clusters Score -282423.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -282560.625000 Penalty: 3679.715332
	Iteration 4F: 3 clusters Score -282560.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -282653.500000 Penalty: 3679.715332
	Iteration 5Q: 3 clusters Score -282653.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -282717.406250 Penalty: 3679.715332
	Iteration 6Q: 3 clusters Score -282717.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -282765.437500 Penalty: 3679.715332
	Iteration 7Q: 3 clusters Score -282765.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -282824.406250 Penalty: 3679.715332
	Iteration 8Q: 3 clusters Score -282824.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -282868.062500 Penalty: 3679.715332
	Iteration 9Q: 3 clusters Score -282868.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -282895.156250 Penalty: 3679.715332
	Iteration 10Q: 3 clusters Score -282895.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -282902.312500 Penalty: 3679.715332
	Iteration 11Q: 3 clusters Score -282902.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -282909.500000 Penalty: 3679.715332
	Iteration 12Q: 3 clusters Score -282909.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -282913.906250 Penalty: 3679.715332
	Iteration 13Q: 3 clusters Score -282913.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -282919.937500 Penalty: 3679.715332
	Iteration 14Q: 3 clusters Score -282919.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -282920.531250 Penalty: 3679.715332
	Iteration 15Q: 3 clusters Score -282920.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -282922.968750 Penalty: 3679.715332
	Iteration 16Q: 3 clusters Score -282923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -282922.968750 Penalty: 3679.715332
	Iteration 17F: 3 clusters Score -282923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (57012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57012 members 
Entering Unmasked Estep 
Score: -10437127.000000 Penalty: 2715.852295
	Iteration 0F: 2 clusters Score -1.043713e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -10409971.000000 Penalty: 5431.704590
	Iteration 0F: 3 clusters Score -1.040997e+07 nChanged 26530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -10425205.000000 Penalty: 5431.704590
	Iteration 1F: 3 clusters Score -1.04252e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -10426206.000000 Penalty: 5431.704590
	Iteration 2Q: 3 clusters Score -1.042621e+07 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -10427715.000000 Penalty: 5431.704590
	Iteration 3F: 3 clusters Score -1.042772e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -10429900.000000 Penalty: 5431.704590
	Iteration 4F: 3 clusters Score -1.04299e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -10432219.000000 Penalty: 5431.704590
	Iteration 5F: 3 clusters Score -1.043222e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46982 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -10433231.000000 Penalty: 5431.704590
	Iteration 6F: 3 clusters Score -1.043323e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49678 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -10433543.000000 Penalty: 5431.704590
	Iteration 7F: 3 clusters Score -1.043354e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51302 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -10433979.000000 Penalty: 5431.704590
	Iteration 8Q: 3 clusters Score -1.043398e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52235 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -10434509.000000 Penalty: 5431.704590
	Iteration 9Q: 3 clusters Score -1.043451e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52724 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -10434860.000000 Penalty: 5431.704590
	Iteration 10Q: 3 clusters Score -1.043486e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52936 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -10435054.000000 Penalty: 5431.704590
	Iteration 11Q: 3 clusters Score -1.043505e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53022 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -10435190.000000 Penalty: 5431.704590
	Iteration 12Q: 3 clusters Score -1.043519e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53079 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -10435281.000000 Penalty: 5431.704590
	Iteration 13Q: 3 clusters Score -1.043528e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53072 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -10435374.000000 Penalty: 5431.704590
	Iteration 14Q: 3 clusters Score -1.043537e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53048 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -10435448.000000 Penalty: 5431.704590
	Iteration 15Q: 3 clusters Score -1.043545e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53028 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -10435502.000000 Penalty: 5431.704590
	Iteration 16Q: 3 clusters Score -1.04355e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53002 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -10435523.000000 Penalty: 5431.704590
	Iteration 17Q: 3 clusters Score -1.043552e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52973 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -10435570.000000 Penalty: 5431.704590
	Iteration 18Q: 3 clusters Score -1.043557e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52937 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -10435617.000000 Penalty: 5431.704590
	Iteration 19Q: 3 clusters Score -1.043562e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52881 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -10435646.000000 Penalty: 5431.704590
	Iteration 20F: 3 clusters Score -1.043565e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52843 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -10435673.000000 Penalty: 5431.704590
	Iteration 21Q: 3 clusters Score -1.043567e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52822 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -10435684.000000 Penalty: 5431.704590
	Iteration 22Q: 3 clusters Score -1.043568e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52797 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -10435710.000000 Penalty: 5431.704590
	Iteration 23Q: 3 clusters Score -1.043571e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52792 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -10435720.000000 Penalty: 5431.704590
	Iteration 24Q: 3 clusters Score -1.043572e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52785 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -10435741.000000 Penalty: 5431.704590
	Iteration 25Q: 3 clusters Score -1.043574e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52767 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -10435765.000000 Penalty: 5431.704590
	Iteration 26Q: 3 clusters Score -1.043576e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52745 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -10435792.000000 Penalty: 5431.704590
	Iteration 27Q: 3 clusters Score -1.043579e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52721 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -10435800.000000 Penalty: 5431.704590
	Iteration 28Q: 3 clusters Score -1.04358e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52700 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -10435836.000000 Penalty: 5431.704590
	Iteration 29Q: 3 clusters Score -1.043584e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52684 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -10435864.000000 Penalty: 5431.704590
	Iteration 30Q: 3 clusters Score -1.043586e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52662 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -10435881.000000 Penalty: 5431.704590
	Iteration 31Q: 3 clusters Score -1.043588e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52627 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -10435889.000000 Penalty: 5431.704590
	Iteration 32Q: 3 clusters Score -1.043589e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52599 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -10435912.000000 Penalty: 5431.704590
	Iteration 33Q: 3 clusters Score -1.043591e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52583 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -10435914.000000 Penalty: 5431.704590
	Iteration 34Q: 3 clusters Score -1.043591e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52566 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -10435922.000000 Penalty: 5431.704590
	Iteration 35Q: 3 clusters Score -1.043592e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52553 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -10435931.000000 Penalty: 5431.704590
	Iteration 36Q: 3 clusters Score -1.043593e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52539 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -10435933.000000 Penalty: 5431.704590
	Iteration 37Q: 3 clusters Score -1.043593e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52523 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -10435946.000000 Penalty: 5431.704590
	Iteration 38Q: 3 clusters Score -1.043595e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52507 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -10435951.000000 Penalty: 5431.704590
	Iteration 39Q: 3 clusters Score -1.043595e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52490 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -10435941.000000 Penalty: 5431.704590
	Iteration 40F: 3 clusters Score -1.043594e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52474 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -10435945.000000 Penalty: 5431.704590
	Iteration 41Q: 3 clusters Score -1.043594e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52464 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -10435945.000000 Penalty: 5431.704590
	Iteration 42Q: 3 clusters Score -1.043594e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52439 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -10435943.000000 Penalty: 5431.704590
	Iteration 43Q: 3 clusters Score -1.043594e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52423 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -10435966.000000 Penalty: 5431.704590
	Iteration 44Q: 3 clusters Score -1.043597e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52409 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -10435959.000000 Penalty: 5431.704590
	Iteration 45Q: 3 clusters Score -1.043596e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52394 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -10435976.000000 Penalty: 5431.704590
	Iteration 46Q: 3 clusters Score -1.043598e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52375 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -10435987.000000 Penalty: 5431.704590
	Iteration 47Q: 3 clusters Score -1.043599e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52356 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -10435991.000000 Penalty: 5431.704590
	Iteration 48Q: 3 clusters Score -1.043599e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -10436004.000000 Penalty: 5431.704590
	Iteration 49Q: 3 clusters Score -1.0436e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52321 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -10436015.000000 Penalty: 5431.704590
	Iteration 50Q: 3 clusters Score -1.043602e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52311 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -10436008.000000 Penalty: 5431.704590
	Iteration 51Q: 3 clusters Score -1.043601e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52305 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -10436009.000000 Penalty: 5431.704590
	Iteration 52Q: 3 clusters Score -1.043601e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52295 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -10436025.000000 Penalty: 5431.704590
	Iteration 53Q: 3 clusters Score -1.043602e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52277 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -10436017.000000 Penalty: 5431.704590
	Iteration 54Q: 3 clusters Score -1.043602e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52265 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -10436011.000000 Penalty: 5431.704590
	Iteration 55Q: 3 clusters Score -1.043601e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52240 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -10436016.000000 Penalty: 5431.704590
	Iteration 56Q: 3 clusters Score -1.043602e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52213 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -10436057.000000 Penalty: 5431.704590
	Iteration 57Q: 3 clusters Score -1.043606e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52183 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -10436064.000000 Penalty: 5431.704590
	Iteration 58Q: 3 clusters Score -1.043606e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52150 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -10436061.000000 Penalty: 5431.704590
	Iteration 59Q: 3 clusters Score -1.043606e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52124 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -10436104.000000 Penalty: 5431.704590
	Iteration 60F: 3 clusters Score -1.04361e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52079 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -10436107.000000 Penalty: 5431.704590
	Iteration 61Q: 3 clusters Score -1.043611e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52020 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -10436157.000000 Penalty: 5431.704590
	Iteration 62Q: 3 clusters Score -1.043616e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51972 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -10436191.000000 Penalty: 5431.704590
	Iteration 63Q: 3 clusters Score -1.043619e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51932 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -10436220.000000 Penalty: 5431.704590
	Iteration 64Q: 3 clusters Score -1.043622e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51871 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -10436210.000000 Penalty: 5431.704590
	Iteration 65Q: 3 clusters Score -1.043621e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51791 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -10436270.000000 Penalty: 5431.704590
	Iteration 66Q: 3 clusters Score -1.043627e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51678 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -10436338.000000 Penalty: 5431.704590
	Iteration 67Q: 3 clusters Score -1.043634e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51567 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -10436358.000000 Penalty: 5431.704590
	Iteration 68Q: 3 clusters Score -1.043636e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51443 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -10436427.000000 Penalty: 5431.704590
	Iteration 69Q: 3 clusters Score -1.043643e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51318 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -10436503.000000 Penalty: 5431.704590
	Iteration 70Q: 3 clusters Score -1.04365e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51173 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -10436596.000000 Penalty: 5431.704590
	Iteration 71Q: 3 clusters Score -1.04366e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51005 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -10436674.000000 Penalty: 5431.704590
	Iteration 72Q: 3 clusters Score -1.043667e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50828 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -10436754.000000 Penalty: 5431.704590
	Iteration 73Q: 3 clusters Score -1.043675e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50623 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -10436951.000000 Penalty: 5431.704590
	Iteration 74Q: 3 clusters Score -1.043695e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50432 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -10437067.000000 Penalty: 5431.704590
	Iteration 75Q: 3 clusters Score -1.043707e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50206 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -10437227.000000 Penalty: 5431.704590
	Iteration 76Q: 3 clusters Score -1.043723e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49989 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -10437366.000000 Penalty: 5431.704590
	Iteration 77Q: 3 clusters Score -1.043737e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49779 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -10437483.000000 Penalty: 5431.704590
	Iteration 78Q: 3 clusters Score -1.043748e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49568 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -10437621.000000 Penalty: 5431.704590
	Iteration 79Q: 3 clusters Score -1.043762e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49372 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -10437725.000000 Penalty: 5431.704590
	Iteration 80F: 3 clusters Score -1.043772e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49176 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -10437826.000000 Penalty: 5431.704590
	Iteration 81Q: 3 clusters Score -1.043783e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48983 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -10437963.000000 Penalty: 5431.704590
	Iteration 82Q: 3 clusters Score -1.043796e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48776 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -10438114.000000 Penalty: 5431.704590
	Iteration 83Q: 3 clusters Score -1.043811e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48545 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -10438275.000000 Penalty: 5431.704590
	Iteration 84Q: 3 clusters Score -1.043828e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48308 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -10438392.000000 Penalty: 5431.704590
	Iteration 85Q: 3 clusters Score -1.043839e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48077 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -10438562.000000 Penalty: 5431.704590
	Iteration 86Q: 3 clusters Score -1.043856e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47844 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -10438734.000000 Penalty: 5431.704590
	Iteration 87Q: 3 clusters Score -1.043873e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47633 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -10438897.000000 Penalty: 5431.704590
	Iteration 88Q: 3 clusters Score -1.04389e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47402 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -10439048.000000 Penalty: 5431.704590
	Iteration 89Q: 3 clusters Score -1.043905e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47212 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -10439167.000000 Penalty: 5431.704590
	Iteration 90Q: 3 clusters Score -1.043917e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47002 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -10439302.000000 Penalty: 5431.704590
	Iteration 91Q: 3 clusters Score -1.04393e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46787 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -10439405.000000 Penalty: 5431.704590
	Iteration 92Q: 3 clusters Score -1.04394e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46586 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -10439526.000000 Penalty: 5431.704590
	Iteration 93Q: 3 clusters Score -1.043953e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46385 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -10439618.000000 Penalty: 5431.704590
	Iteration 94Q: 3 clusters Score -1.043962e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46178 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -10439720.000000 Penalty: 5431.704590
	Iteration 95Q: 3 clusters Score -1.043972e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45992 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -10439796.000000 Penalty: 5431.704590
	Iteration 96Q: 3 clusters Score -1.04398e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45779 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -10439874.000000 Penalty: 5431.704590
	Iteration 97Q: 3 clusters Score -1.043987e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45576 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -10439936.000000 Penalty: 5431.704590
	Iteration 98Q: 3 clusters Score -1.043994e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45373 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -10440004.000000 Penalty: 5431.704590
	Iteration 99Q: 3 clusters Score -1.044e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45177 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -10440098.000000 Penalty: 5431.704590
	Iteration 100F: 3 clusters Score -1.04401e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -10440202.000000 Penalty: 5431.704590
	Iteration 101Q: 3 clusters Score -1.04402e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44814 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -10440288.000000 Penalty: 5431.704590
	Iteration 102Q: 3 clusters Score -1.044029e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44620 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -10440359.000000 Penalty: 5431.704590
	Iteration 103Q: 3 clusters Score -1.044036e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -10440433.000000 Penalty: 5431.704590
	Iteration 104Q: 3 clusters Score -1.044043e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -10440541.000000 Penalty: 5431.704590
	Iteration 105Q: 3 clusters Score -1.044054e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44026 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -10440624.000000 Penalty: 5431.704590
	Iteration 106Q: 3 clusters Score -1.044062e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43853 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -10440701.000000 Penalty: 5431.704590
	Iteration 107Q: 3 clusters Score -1.04407e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -10440762.000000 Penalty: 5431.704590
	Iteration 108Q: 3 clusters Score -1.044076e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43583 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -10440823.000000 Penalty: 5431.704590
	Iteration 109Q: 3 clusters Score -1.044082e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -10440860.000000 Penalty: 5431.704590
	Iteration 110Q: 3 clusters Score -1.044086e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43362 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -10440897.000000 Penalty: 5431.704590
	Iteration 111Q: 3 clusters Score -1.04409e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43268 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -10440931.000000 Penalty: 5431.704590
	Iteration 112Q: 3 clusters Score -1.044093e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -10440971.000000 Penalty: 5431.704590
	Iteration 113Q: 3 clusters Score -1.044097e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -10440999.000000 Penalty: 5431.704590
	Iteration 114Q: 3 clusters Score -1.0441e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -10441032.000000 Penalty: 5431.704590
	Iteration 115Q: 3 clusters Score -1.044103e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -10441088.000000 Penalty: 5431.704590
	Iteration 116Q: 3 clusters Score -1.044109e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42752 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -10441129.000000 Penalty: 5431.704590
	Iteration 117Q: 3 clusters Score -1.044113e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42633 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -10441138.000000 Penalty: 5431.704590
	Iteration 118Q: 3 clusters Score -1.044114e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -10441155.000000 Penalty: 5431.704590
	Iteration 119Q: 3 clusters Score -1.044116e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42393 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -10441191.000000 Penalty: 5431.704590
	Iteration 120F: 3 clusters Score -1.044119e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42299 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -10441205.000000 Penalty: 5431.704590
	Iteration 121Q: 3 clusters Score -1.04412e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -10441245.000000 Penalty: 5431.704590
	Iteration 122Q: 3 clusters Score -1.044124e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -10441291.000000 Penalty: 5431.704590
	Iteration 123Q: 3 clusters Score -1.044129e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41946 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -10441367.000000 Penalty: 5431.704590
	Iteration 124Q: 3 clusters Score -1.044137e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41821 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -10441372.000000 Penalty: 5431.704590
	Iteration 125Q: 3 clusters Score -1.044137e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41701 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -10441447.000000 Penalty: 5431.704590
	Iteration 126Q: 3 clusters Score -1.044145e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41568 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -10441480.000000 Penalty: 5431.704590
	Iteration 127Q: 3 clusters Score -1.044148e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41447 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -10441524.000000 Penalty: 5431.704590
	Iteration 128Q: 3 clusters Score -1.044152e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -10441544.000000 Penalty: 5431.704590
	Iteration 129Q: 3 clusters Score -1.044154e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41205 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -10441619.000000 Penalty: 5431.704590
	Iteration 130Q: 3 clusters Score -1.044162e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41066 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -10441668.000000 Penalty: 5431.704590
	Iteration 131Q: 3 clusters Score -1.044167e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -10441707.000000 Penalty: 5431.704590
	Iteration 132Q: 3 clusters Score -1.044171e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -10441676.000000 Penalty: 5431.704590
	Iteration 133Q: 3 clusters Score -1.044168e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40604 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -10441728.000000 Penalty: 5431.704590
	Iteration 134Q: 3 clusters Score -1.044173e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -10441757.000000 Penalty: 5431.704590
	Iteration 135Q: 3 clusters Score -1.044176e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -10441765.000000 Penalty: 5431.704590
	Iteration 136Q: 3 clusters Score -1.044176e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -10441782.000000 Penalty: 5431.704590
	Iteration 137Q: 3 clusters Score -1.044178e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -10441798.000000 Penalty: 5431.704590
	Iteration 138Q: 3 clusters Score -1.04418e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -10441815.000000 Penalty: 5431.704590
	Iteration 139Q: 3 clusters Score -1.044182e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -10441837.000000 Penalty: 5431.704590
	Iteration 140F: 3 clusters Score -1.044184e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -10441845.000000 Penalty: 5431.704590
	Iteration 141Q: 3 clusters Score -1.044184e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -10441845.000000 Penalty: 5431.704590
	Iteration 142Q: 3 clusters Score -1.044184e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -10441839.000000 Penalty: 5431.704590
	Iteration 143Q: 3 clusters Score -1.044184e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -10441840.000000 Penalty: 5431.704590
	Iteration 144Q: 3 clusters Score -1.044184e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -10441858.000000 Penalty: 5431.704590
	Iteration 145Q: 3 clusters Score -1.044186e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -10441892.000000 Penalty: 5431.704590
	Iteration 146Q: 3 clusters Score -1.044189e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -10441885.000000 Penalty: 5431.704590
	Iteration 147Q: 3 clusters Score -1.044188e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -10441889.000000 Penalty: 5431.704590
	Iteration 148Q: 3 clusters Score -1.044189e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38799 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -10441902.000000 Penalty: 5431.704590
	Iteration 149Q: 3 clusters Score -1.04419e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -10441917.000000 Penalty: 5431.704590
	Iteration 150Q: 3 clusters Score -1.044192e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -10441890.000000 Penalty: 5431.704590
	Iteration 151Q: 3 clusters Score -1.044189e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38530 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -10441896.000000 Penalty: 5431.704590
	Iteration 152Q: 3 clusters Score -1.04419e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -10441901.000000 Penalty: 5431.704590
	Iteration 153Q: 3 clusters Score -1.04419e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -10441891.000000 Penalty: 5431.704590
	Iteration 154Q: 3 clusters Score -1.044189e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -10441857.000000 Penalty: 5431.704590
	Iteration 155Q: 3 clusters Score -1.044186e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38266 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -10441879.000000 Penalty: 5431.704590
	Iteration 156Q: 3 clusters Score -1.044188e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -10441868.000000 Penalty: 5431.704590
	Iteration 157Q: 3 clusters Score -1.044187e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -10441865.000000 Penalty: 5431.704590
	Iteration 158Q: 3 clusters Score -1.044186e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38115 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -10441846.000000 Penalty: 5431.704590
	Iteration 159Q: 3 clusters Score -1.044185e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38071 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -10441858.000000 Penalty: 5431.704590
	Iteration 160F: 3 clusters Score -1.044186e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38031 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -10441858.000000 Penalty: 5431.704590
	Iteration 161Q: 3 clusters Score -1.044186e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37996 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -10441852.000000 Penalty: 5431.704590
	Iteration 162Q: 3 clusters Score -1.044185e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -10441824.000000 Penalty: 5431.704590
	Iteration 163Q: 3 clusters Score -1.044182e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37918 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -10441847.000000 Penalty: 5431.704590
	Iteration 164Q: 3 clusters Score -1.044185e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -10441857.000000 Penalty: 5431.704590
	Iteration 165Q: 3 clusters Score -1.044186e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -10441855.000000 Penalty: 5431.704590
	Iteration 166Q: 3 clusters Score -1.044186e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37812 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -10441865.000000 Penalty: 5431.704590
	Iteration 167Q: 3 clusters Score -1.044186e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37773 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -10441862.000000 Penalty: 5431.704590
	Iteration 168Q: 3 clusters Score -1.044186e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -10441879.000000 Penalty: 5431.704590
	Iteration 169Q: 3 clusters Score -1.044188e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -10441872.000000 Penalty: 5431.704590
	Iteration 170Q: 3 clusters Score -1.044187e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -10441863.000000 Penalty: 5431.704590
	Iteration 171Q: 3 clusters Score -1.044186e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -10441861.000000 Penalty: 5431.704590
	Iteration 172Q: 3 clusters Score -1.044186e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -10441887.000000 Penalty: 5431.704590
	Iteration 173Q: 3 clusters Score -1.044189e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -10441890.000000 Penalty: 5431.704590
	Iteration 174Q: 3 clusters Score -1.044189e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -10441878.000000 Penalty: 5431.704590
	Iteration 175Q: 3 clusters Score -1.044188e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -10441879.000000 Penalty: 5431.704590
	Iteration 176Q: 3 clusters Score -1.044188e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -10441890.000000 Penalty: 5431.704590
	Iteration 177Q: 3 clusters Score -1.044189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -10441871.000000 Penalty: 5431.704590
	Iteration 178Q: 3 clusters Score -1.044187e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -10441866.000000 Penalty: 5431.704590
	Iteration 179Q: 3 clusters Score -1.044187e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37570 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -10441870.000000 Penalty: 5431.704590
	Iteration 180F: 3 clusters Score -1.044187e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -10441867.000000 Penalty: 5431.704590
	Iteration 181Q: 3 clusters Score -1.044187e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -10441877.000000 Penalty: 5431.704590
	Iteration 182Q: 3 clusters Score -1.044188e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -10441879.000000 Penalty: 5431.704590
	Iteration 183Q: 3 clusters Score -1.044188e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37520 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -10441880.000000 Penalty: 5431.704590
	Iteration 184Q: 3 clusters Score -1.044188e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37505 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -10441881.000000 Penalty: 5431.704590
	Iteration 185Q: 3 clusters Score -1.044188e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37491 members 
Mstep: Class 2 contains 19521 members 
Entering Unmasked Estep 
Score: -10441882.000000 Penalty: 5431.704590
	Iteration 186Q: 3 clusters Score -1.044188e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -1.044187e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -10441873.000000 Penalty: 5431.704590
	Iteration 188Q: 3 clusters Score -1.044187e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -1.044187e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -10441878.000000 Penalty: 5431.704590
	Iteration 190Q: 3 clusters Score -1.044188e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -10441866.000000 Penalty: 5431.704590
	Iteration 191Q: 3 clusters Score -1.044187e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -10441864.000000 Penalty: 5431.704590
	Iteration 192Q: 3 clusters Score -1.044186e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37410 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -10441865.000000 Penalty: 5431.704590
	Iteration 193Q: 3 clusters Score -1.044186e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -10441859.000000 Penalty: 5431.704590
	Iteration 194Q: 3 clusters Score -1.044186e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -10441871.000000 Penalty: 5431.704590
	Iteration 195Q: 3 clusters Score -1.044187e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -10441872.000000 Penalty: 5431.704590
	Iteration 196Q: 3 clusters Score -1.044187e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -10441861.000000 Penalty: 5431.704590
	Iteration 197Q: 3 clusters Score -1.044186e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37366 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -1.044187e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -10441857.000000 Penalty: 5431.704590
	Iteration 199Q: 3 clusters Score -1.044186e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37343 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -10441861.000000 Penalty: 5431.704590
	Iteration 200F: 3 clusters Score -1.044186e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -10441855.000000 Penalty: 5431.704590
	Iteration 201Q: 3 clusters Score -1.044186e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37305 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -10441850.000000 Penalty: 5431.704590
	Iteration 202Q: 3 clusters Score -1.044185e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 19726 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -1.044186e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -1.044187e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -10441875.000000 Penalty: 5431.704590
	Iteration 205Q: 3 clusters Score -1.044188e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -10441869.000000 Penalty: 5431.704590
	Iteration 206Q: 3 clusters Score -1.044187e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -1.044187e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -10441872.000000 Penalty: 5431.704590
	Iteration 208Q: 3 clusters Score -1.044187e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -10441872.000000 Penalty: 5431.704590
	Iteration 209Q: 3 clusters Score -1.044187e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -10441876.000000 Penalty: 5431.704590
	Iteration 210Q: 3 clusters Score -1.044188e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 19912 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -1.044187e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -10441881.000000 Penalty: 5431.704590
	Iteration 212Q: 3 clusters Score -1.044188e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -10441880.000000 Penalty: 5431.704590
	Iteration 213Q: 3 clusters Score -1.044188e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -1.044187e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36987 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -10441877.000000 Penalty: 5431.704590
	Iteration 215Q: 3 clusters Score -1.044188e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -1.044188e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36935 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -10441861.000000 Penalty: 5431.704590
	Iteration 217Q: 3 clusters Score -1.044186e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -10441864.000000 Penalty: 5431.704590
	Iteration 218Q: 3 clusters Score -1.044186e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -10441885.000000 Penalty: 5431.704590
	Iteration 219Q: 3 clusters Score -1.044188e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36798 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -1.044188e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -10441882.000000 Penalty: 5431.704590
	Iteration 221Q: 3 clusters Score -1.044188e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -10441888.000000 Penalty: 5431.704590
	Iteration 222Q: 3 clusters Score -1.044189e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -10441904.000000 Penalty: 5431.704590
	Iteration 223Q: 3 clusters Score -1.04419e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -10441898.000000 Penalty: 5431.704590
	Iteration 224Q: 3 clusters Score -1.04419e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -10441897.000000 Penalty: 5431.704590
	Iteration 225Q: 3 clusters Score -1.04419e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -10441893.000000 Penalty: 5431.704590
	Iteration 226Q: 3 clusters Score -1.044189e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -10441909.000000 Penalty: 5431.704590
	Iteration 227Q: 3 clusters Score -1.044191e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36368 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -10441905.000000 Penalty: 5431.704590
	Iteration 228Q: 3 clusters Score -1.04419e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -1.04419e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -10441925.000000 Penalty: 5431.704590
	Iteration 230Q: 3 clusters Score -1.044192e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -1.04419e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -1.04419e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -1.044192e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35990 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -10441937.000000 Penalty: 5431.704590
	Iteration 234Q: 3 clusters Score -1.044194e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35931 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -10441930.000000 Penalty: 5431.704590
	Iteration 235Q: 3 clusters Score -1.044193e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -10441940.000000 Penalty: 5431.704590
	Iteration 236Q: 3 clusters Score -1.044194e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -10441959.000000 Penalty: 5431.704590
	Iteration 237Q: 3 clusters Score -1.044196e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -10441941.000000 Penalty: 5431.704590
	Iteration 238Q: 3 clusters Score -1.044194e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -10441948.000000 Penalty: 5431.704590
	Iteration 239Q: 3 clusters Score -1.044195e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -10441933.000000 Penalty: 5431.704590
	Iteration 240F: 3 clusters Score -1.044193e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -10441934.000000 Penalty: 5431.704590
	Iteration 241Q: 3 clusters Score -1.044193e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -10441945.000000 Penalty: 5431.704590
	Iteration 242Q: 3 clusters Score -1.044194e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35492 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -10441954.000000 Penalty: 5431.704590
	Iteration 243Q: 3 clusters Score -1.044195e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35401 members 
Mstep: Class 2 contains 21611 members 
Entering Unmasked Estep 
Score: -10441941.000000 Penalty: 5431.704590
	Iteration 244Q: 3 clusters Score -1.044194e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -10441961.000000 Penalty: 5431.704590
	Iteration 245Q: 3 clusters Score -1.044196e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -10442000.000000 Penalty: 5431.704590
	Iteration 246Q: 3 clusters Score -1.0442e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 21866 members 
Entering Unmasked Estep 
Score: -10441992.000000 Penalty: 5431.704590
	Iteration 247Q: 3 clusters Score -1.044199e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -10441986.000000 Penalty: 5431.704590
	Iteration 248Q: 3 clusters Score -1.044199e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -10442020.000000 Penalty: 5431.704590
	Iteration 249Q: 3 clusters Score -1.044202e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -10442002.000000 Penalty: 5431.704590
	Iteration 250Q: 3 clusters Score -1.0442e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -10441984.000000 Penalty: 5431.704590
	Iteration 251Q: 3 clusters Score -1.044198e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34592 members 
Mstep: Class 2 contains 22420 members 
Entering Unmasked Estep 
Score: -10442002.000000 Penalty: 5431.704590
	Iteration 252Q: 3 clusters Score -1.0442e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -10442020.000000 Penalty: 5431.704590
	Iteration 253Q: 3 clusters Score -1.044202e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -10442017.000000 Penalty: 5431.704590
	Iteration 254Q: 3 clusters Score -1.044202e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -10442011.000000 Penalty: 5431.704590
	Iteration 255Q: 3 clusters Score -1.044201e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -10442042.000000 Penalty: 5431.704590
	Iteration 256Q: 3 clusters Score -1.044204e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -10442035.000000 Penalty: 5431.704590
	Iteration 257Q: 3 clusters Score -1.044204e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33886 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -10442050.000000 Penalty: 5431.704590
	Iteration 258Q: 3 clusters Score -1.044205e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -10442057.000000 Penalty: 5431.704590
	Iteration 259Q: 3 clusters Score -1.044206e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -10442063.000000 Penalty: 5431.704590
	Iteration 260F: 3 clusters Score -1.044206e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -10442052.000000 Penalty: 5431.704590
	Iteration 261Q: 3 clusters Score -1.044205e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -10442044.000000 Penalty: 5431.704590
	Iteration 262Q: 3 clusters Score -1.044204e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -10442081.000000 Penalty: 5431.704590
	Iteration 263Q: 3 clusters Score -1.044208e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -10442092.000000 Penalty: 5431.704590
	Iteration 264Q: 3 clusters Score -1.044209e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32703 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -10442103.000000 Penalty: 5431.704590
	Iteration 265Q: 3 clusters Score -1.04421e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -10442101.000000 Penalty: 5431.704590
	Iteration 266Q: 3 clusters Score -1.04421e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32309 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -10442126.000000 Penalty: 5431.704590
	Iteration 267Q: 3 clusters Score -1.044213e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -10442155.000000 Penalty: 5431.704590
	Iteration 268Q: 3 clusters Score -1.044216e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -10442175.000000 Penalty: 5431.704590
	Iteration 269Q: 3 clusters Score -1.044218e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31711 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -10442198.000000 Penalty: 5431.704590
	Iteration 270Q: 3 clusters Score -1.04422e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31511 members 
Mstep: Class 2 contains 25501 members 
Entering Unmasked Estep 
Score: -10442212.000000 Penalty: 5431.704590
	Iteration 271Q: 3 clusters Score -1.044221e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -10442217.000000 Penalty: 5431.704590
	Iteration 272Q: 3 clusters Score -1.044222e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -10442252.000000 Penalty: 5431.704590
	Iteration 273Q: 3 clusters Score -1.044225e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -10442274.000000 Penalty: 5431.704590
	Iteration 274Q: 3 clusters Score -1.044227e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -10442323.000000 Penalty: 5431.704590
	Iteration 275Q: 3 clusters Score -1.044232e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -10442332.000000 Penalty: 5431.704590
	Iteration 276Q: 3 clusters Score -1.044233e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -10442331.000000 Penalty: 5431.704590
	Iteration 277Q: 3 clusters Score -1.044233e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -10442371.000000 Penalty: 5431.704590
	Iteration 278Q: 3 clusters Score -1.044237e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -10442348.000000 Penalty: 5431.704590
	Iteration 279Q: 3 clusters Score -1.044235e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -10442349.000000 Penalty: 5431.704590
	Iteration 280F: 3 clusters Score -1.044235e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -10442376.000000 Penalty: 5431.704590
	Iteration 281Q: 3 clusters Score -1.044238e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -10442363.000000 Penalty: 5431.704590
	Iteration 282Q: 3 clusters Score -1.044236e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -10442361.000000 Penalty: 5431.704590
	Iteration 283Q: 3 clusters Score -1.044236e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -10442373.000000 Penalty: 5431.704590
	Iteration 284Q: 3 clusters Score -1.044237e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -10442392.000000 Penalty: 5431.704590
	Iteration 285Q: 3 clusters Score -1.044239e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -10442391.000000 Penalty: 5431.704590
	Iteration 286Q: 3 clusters Score -1.044239e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 29275 members 
Entering Unmasked Estep 
Score: -10442382.000000 Penalty: 5431.704590
	Iteration 287Q: 3 clusters Score -1.044238e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -10442427.000000 Penalty: 5431.704590
	Iteration 288Q: 3 clusters Score -1.044243e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -10442448.000000 Penalty: 5431.704590
	Iteration 289Q: 3 clusters Score -1.044245e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -10442479.000000 Penalty: 5431.704590
	Iteration 290Q: 3 clusters Score -1.044248e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -10442539.000000 Penalty: 5431.704590
	Iteration 291Q: 3 clusters Score -1.044254e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -10442542.000000 Penalty: 5431.704590
	Iteration 292Q: 3 clusters Score -1.044254e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -10442587.000000 Penalty: 5431.704590
	Iteration 293Q: 3 clusters Score -1.044259e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -10442583.000000 Penalty: 5431.704590
	Iteration 294Q: 3 clusters Score -1.044258e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -10442609.000000 Penalty: 5431.704590
	Iteration 295Q: 3 clusters Score -1.044261e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 31710 members 
Entering Unmasked Estep 
Score: -10442645.000000 Penalty: 5431.704590
	Iteration 296Q: 3 clusters Score -1.044264e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -10442689.000000 Penalty: 5431.704590
	Iteration 297Q: 3 clusters Score -1.044269e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24735 members 
Mstep: Class 2 contains 32277 members 
Entering Unmasked Estep 
Score: -10442744.000000 Penalty: 5431.704590
	Iteration 298Q: 3 clusters Score -1.044274e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -10442751.000000 Penalty: 5431.704590
	Iteration 299Q: 3 clusters Score -1.044275e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -10442753.000000 Penalty: 5431.704590
	Iteration 300F: 3 clusters Score -1.044275e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -10442729.000000 Penalty: 5431.704590
	Iteration 301Q: 3 clusters Score -1.044273e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -10442791.000000 Penalty: 5431.704590
	Iteration 302Q: 3 clusters Score -1.044279e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 33406 members 
Entering Unmasked Estep 
Score: -10442808.000000 Penalty: 5431.704590
	Iteration 303Q: 3 clusters Score -1.044281e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 33632 members 
Entering Unmasked Estep 
Score: -10442845.000000 Penalty: 5431.704590
	Iteration 304Q: 3 clusters Score -1.044284e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 33863 members 
Entering Unmasked Estep 
Score: -10442850.000000 Penalty: 5431.704590
	Iteration 305Q: 3 clusters Score -1.044285e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -10442881.000000 Penalty: 5431.704590
	Iteration 306Q: 3 clusters Score -1.044288e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -10442897.000000 Penalty: 5431.704590
	Iteration 307Q: 3 clusters Score -1.04429e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 34529 members 
Entering Unmasked Estep 
Score: -10442924.000000 Penalty: 5431.704590
	Iteration 308Q: 3 clusters Score -1.044292e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -10442964.000000 Penalty: 5431.704590
	Iteration 309Q: 3 clusters Score -1.044296e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -10443015.000000 Penalty: 5431.704590
	Iteration 310Q: 3 clusters Score -1.044302e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -10443003.000000 Penalty: 5431.704590
	Iteration 311Q: 3 clusters Score -1.0443e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21552 members 
Mstep: Class 2 contains 35460 members 
Entering Unmasked Estep 
Score: -10443054.000000 Penalty: 5431.704590
	Iteration 312Q: 3 clusters Score -1.044305e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -10443049.000000 Penalty: 5431.704590
	Iteration 313Q: 3 clusters Score -1.044305e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -10443045.000000 Penalty: 5431.704590
	Iteration 314Q: 3 clusters Score -1.044304e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 36333 members 
Entering Unmasked Estep 
Score: -10443062.000000 Penalty: 5431.704590
	Iteration 315Q: 3 clusters Score -1.044306e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -10443040.000000 Penalty: 5431.704590
	Iteration 316Q: 3 clusters Score -1.044304e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -10443109.000000 Penalty: 5431.704590
	Iteration 317Q: 3 clusters Score -1.044311e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 37365 members 
Entering Unmasked Estep 
Score: -10443143.000000 Penalty: 5431.704590
	Iteration 318Q: 3 clusters Score -1.044314e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -10443164.000000 Penalty: 5431.704590
	Iteration 319Q: 3 clusters Score -1.044316e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 38147 members 
Entering Unmasked Estep 
Score: -10443194.000000 Penalty: 5431.704590
	Iteration 320F: 3 clusters Score -1.044319e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -10443266.000000 Penalty: 5431.704590
	Iteration 321Q: 3 clusters Score -1.044327e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -10443300.000000 Penalty: 5431.704590
	Iteration 322Q: 3 clusters Score -1.04433e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -10443346.000000 Penalty: 5431.704590
	Iteration 323Q: 3 clusters Score -1.044335e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -10443334.000000 Penalty: 5431.704590
	Iteration 324Q: 3 clusters Score -1.044333e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -10443357.000000 Penalty: 5431.704590
	Iteration 325Q: 3 clusters Score -1.044336e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 40843 members 
Entering Unmasked Estep 
Score: -10443439.000000 Penalty: 5431.704590
	Iteration 326Q: 3 clusters Score -1.044344e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -10443440.000000 Penalty: 5431.704590
	Iteration 327Q: 3 clusters Score -1.044344e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14984 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -10443441.000000 Penalty: 5431.704590
	Iteration 328Q: 3 clusters Score -1.044344e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -10443376.000000 Penalty: 5431.704590
	Iteration 329Q: 3 clusters Score -1.044338e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -10443146.000000 Penalty: 5431.704590
	Iteration 330Q: 3 clusters Score -1.044315e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 44430 members 
Entering Unmasked Estep 
Score: -10442891.000000 Penalty: 5431.704590
	Iteration 331Q: 3 clusters Score -1.044289e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -10442572.000000 Penalty: 5431.704590
	Iteration 332Q: 3 clusters Score -1.044257e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 46159 members 
Entering Unmasked Estep 
Score: -10442154.000000 Penalty: 5431.704590
	Iteration 333Q: 3 clusters Score -1.044215e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 47034 members 
Entering Unmasked Estep 
Score: -10441655.000000 Penalty: 5431.704590
	Iteration 334Q: 3 clusters Score -1.044166e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 47887 members 
Entering Unmasked Estep 
Score: -10441067.000000 Penalty: 5431.704590
	Iteration 335Q: 3 clusters Score -1.044107e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 48702 members 
Entering Unmasked Estep 
Score: -10440508.000000 Penalty: 5431.704590
	Iteration 336Q: 3 clusters Score -1.044051e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 49389 members 
Entering Unmasked Estep 
Score: -10439997.000000 Penalty: 5431.704590
	Iteration 337Q: 3 clusters Score -1.044e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 49979 members 
Entering Unmasked Estep 
Score: -10439637.000000 Penalty: 5431.704590
	Iteration 338Q: 3 clusters Score -1.043964e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 50473 members 
Entering Unmasked Estep 
Score: -10439342.000000 Penalty: 5431.704590
	Iteration 339Q: 3 clusters Score -1.043934e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 50862 members 
Entering Unmasked Estep 
Score: -10439247.000000 Penalty: 5431.704590
	Iteration 340F: 3 clusters Score -1.043925e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 51383 members 
Entering Unmasked Estep 
Score: -10438851.000000 Penalty: 5431.704590
	Iteration 341Q: 3 clusters Score -1.043885e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 51820 members 
Entering Unmasked Estep 
Score: -10438548.000000 Penalty: 5431.704590
	Iteration 342Q: 3 clusters Score -1.043855e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 52173 members 
Entering Unmasked Estep 
Score: -10438258.000000 Penalty: 5431.704590
	Iteration 343Q: 3 clusters Score -1.043826e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 52480 members 
Entering Unmasked Estep 
Score: -10438054.000000 Penalty: 5431.704590
	Iteration 344Q: 3 clusters Score -1.043805e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 52734 members 
Entering Unmasked Estep 
Score: -10437910.000000 Penalty: 5431.704590
	Iteration 345Q: 3 clusters Score -1.043791e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 52970 members 
Entering Unmasked Estep 
Score: -10437734.000000 Penalty: 5431.704590
	Iteration 346Q: 3 clusters Score -1.043773e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 53167 members 
Entering Unmasked Estep 
Score: -10437609.000000 Penalty: 5431.704590
	Iteration 347Q: 3 clusters Score -1.043761e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 53335 members 
Entering Unmasked Estep 
Score: -10437449.000000 Penalty: 5431.704590
	Iteration 348Q: 3 clusters Score -1.043745e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 53482 members 
Entering Unmasked Estep 
Score: -10437315.000000 Penalty: 5431.704590
	Iteration 349Q: 3 clusters Score -1.043732e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 53608 members 
Entering Unmasked Estep 
Score: -10437206.000000 Penalty: 5431.704590
	Iteration 350Q: 3 clusters Score -1.043721e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 53725 members 
Entering Unmasked Estep 
Score: -10437111.000000 Penalty: 5431.704590
	Iteration 351Q: 3 clusters Score -1.043711e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 53823 members 
Entering Unmasked Estep 
Score: -10437055.000000 Penalty: 5431.704590
	Iteration 352Q: 3 clusters Score -1.043706e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 53896 members 
Entering Unmasked Estep 
Score: -10437001.000000 Penalty: 5431.704590
	Iteration 353Q: 3 clusters Score -1.0437e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 53956 members 
Entering Unmasked Estep 
Score: -10436972.000000 Penalty: 5431.704590
	Iteration 354Q: 3 clusters Score -1.043697e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 54009 members 
Entering Unmasked Estep 
Score: -10436945.000000 Penalty: 5431.704590
	Iteration 355Q: 3 clusters Score -1.043694e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 54068 members 
Entering Unmasked Estep 
Score: -10436911.000000 Penalty: 5431.704590
	Iteration 356Q: 3 clusters Score -1.043691e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 54114 members 
Entering Unmasked Estep 
Score: -10436881.000000 Penalty: 5431.704590
	Iteration 357Q: 3 clusters Score -1.043688e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 54169 members 
Entering Unmasked Estep 
Score: -10436850.000000 Penalty: 5431.704590
	Iteration 358Q: 3 clusters Score -1.043685e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 54214 members 
Entering Unmasked Estep 
Score: -10436837.000000 Penalty: 5431.704590
	Iteration 359Q: 3 clusters Score -1.043684e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 54242 members 
Entering Unmasked Estep 
Score: -10436817.000000 Penalty: 5431.704590
	Iteration 360F: 3 clusters Score -1.043682e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 54277 members 
Entering Unmasked Estep 
Score: -10436815.000000 Penalty: 5431.704590
	Iteration 361Q: 3 clusters Score -1.043682e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 54307 members 
Entering Unmasked Estep 
Score: -10436800.000000 Penalty: 5431.704590
	Iteration 362Q: 3 clusters Score -1.04368e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 54334 members 
Entering Unmasked Estep 
Score: -10436779.000000 Penalty: 5431.704590
	Iteration 363Q: 3 clusters Score -1.043678e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 54363 members 
Entering Unmasked Estep 
Score: -10436763.000000 Penalty: 5431.704590
	Iteration 364Q: 3 clusters Score -1.043676e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 54393 members 
Entering Unmasked Estep 
Score: -10436743.000000 Penalty: 5431.704590
	Iteration 365Q: 3 clusters Score -1.043674e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 54418 members 
Entering Unmasked Estep 
Score: -10436723.000000 Penalty: 5431.704590
	Iteration 366Q: 3 clusters Score -1.043672e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 54448 members 
Entering Unmasked Estep 
Score: -10436705.000000 Penalty: 5431.704590
	Iteration 367Q: 3 clusters Score -1.04367e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 54477 members 
Entering Unmasked Estep 
Score: -10436694.000000 Penalty: 5431.704590
	Iteration 368Q: 3 clusters Score -1.043669e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 54501 members 
Entering Unmasked Estep 
Score: -10436675.000000 Penalty: 5431.704590
	Iteration 369Q: 3 clusters Score -1.043668e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 54524 members 
Entering Unmasked Estep 
Score: -10436668.000000 Penalty: 5431.704590
	Iteration 370Q: 3 clusters Score -1.043667e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 54539 members 
Entering Unmasked Estep 
Score: -10436660.000000 Penalty: 5431.704590
	Iteration 371Q: 3 clusters Score -1.043666e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 54551 members 
Entering Unmasked Estep 
Score: -10436636.000000 Penalty: 5431.704590
	Iteration 372Q: 3 clusters Score -1.043664e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 54571 members 
Entering Unmasked Estep 
Score: -10436625.000000 Penalty: 5431.704590
	Iteration 373Q: 3 clusters Score -1.043662e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 54589 members 
Entering Unmasked Estep 
Score: -10436619.000000 Penalty: 5431.704590
	Iteration 374Q: 3 clusters Score -1.043662e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 54604 members 
Entering Unmasked Estep 
Score: -10436630.000000 Penalty: 5431.704590
	Iteration 375Q: 3 clusters Score -1.043663e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 54619 members 
Entering Unmasked Estep 
Score: -10436608.000000 Penalty: 5431.704590
	Iteration 376Q: 3 clusters Score -1.043661e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 54634 members 
Entering Unmasked Estep 
Score: -10436606.000000 Penalty: 5431.704590
	Iteration 377Q: 3 clusters Score -1.043661e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 54640 members 
Entering Unmasked Estep 
Score: -10436592.000000 Penalty: 5431.704590
	Iteration 378Q: 3 clusters Score -1.043659e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 54648 members 
Entering Unmasked Estep 
Score: -10436603.000000 Penalty: 5431.704590
	Iteration 379Q: 3 clusters Score -1.04366e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 54658 members 
Entering Unmasked Estep 
Score: -10436604.000000 Penalty: 5431.704590
	Iteration 380F: 3 clusters Score -1.04366e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 54673 members 
Entering Unmasked Estep 
Score: -10436603.000000 Penalty: 5431.704590
	Iteration 381Q: 3 clusters Score -1.04366e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 54682 members 
Entering Unmasked Estep 
Score: -10436601.000000 Penalty: 5431.704590
	Iteration 382Q: 3 clusters Score -1.04366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 54687 members 
Entering Unmasked Estep 
Score: -10436597.000000 Penalty: 5431.704590
	Iteration 383Q: 3 clusters Score -1.04366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 54693 members 
Entering Unmasked Estep 
Score: -10436585.000000 Penalty: 5431.704590
	Iteration 384Q: 3 clusters Score -1.043658e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 54703 members 
Entering Unmasked Estep 
Score: -10436562.000000 Penalty: 5431.704590
	Iteration 385Q: 3 clusters Score -1.043656e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 54709 members 
Entering Unmasked Estep 
Score: -10436561.000000 Penalty: 5431.704590
	Iteration 386Q: 3 clusters Score -1.043656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 54714 members 
Entering Unmasked Estep 
Score: -10436576.000000 Penalty: 5431.704590
	Iteration 387Q: 3 clusters Score -1.043658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 54716 members 
Entering Unmasked Estep 
Score: -10436575.000000 Penalty: 5431.704590
	Iteration 388Q: 3 clusters Score -1.043658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 54718 members 
Entering Unmasked Estep 
Score: -10436576.000000 Penalty: 5431.704590
	Iteration 389Q: 3 clusters Score -1.043658e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 54720 members 
Entering Unmasked Estep 
Score: -10436571.000000 Penalty: 5431.704590
	Iteration 390Q: 3 clusters Score -1.043657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 54721 members 
Entering Unmasked Estep 
Score: -10436567.000000 Penalty: 5431.704590
	Iteration 391Q: 3 clusters Score -1.043657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 54721 members 
Entering Unmasked Estep 
Score: -10436567.000000 Penalty: 5431.704590
	Iteration 392F: 3 clusters Score -1.043657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 56423 members 
Mstep: Class 9 contains 1353 members 
Mstep: Class 11 contains 85037 members 
Mstep: Class 12 contains 45055 members 
Mstep: Class 13 contains 41800 members 
Mstep: Class 14 contains 63800 members 
Mstep: Class 15 contains 36861 members 
Mstep: Class 16 contains 29808 members 
Mstep: Class 17 contains 37044 members 
Mstep: Class 18 contains 772 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 20 contains 1667 members 
Mstep: Class 21 contains 57012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111130144.000000 Penalty: 66136.937500
Iteration 39Q: 21 clusters Score -1.111301e+08 nChanged 40658
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 53436 members 
Mstep: Class 3 contains 32226 members 
Mstep: Class 4 contains 35819 members 
Mstep: Class 5 contains 42420 members 
Mstep: Class 6 contains 46313 members 
Mstep: Class 7 contains 510 members 
Mstep: Class 8 contains 286 members 
Mstep: Class 9 contains 1359 members 
Mstep: Class 11 contains 79800 members 
Mstep: Class 12 contains 50572 members 
Mstep: Class 13 contains 48401 members 
Mstep: Class 14 contains 60650 members 
Mstep: Class 15 contains 37019 members 
Mstep: Class 16 contains 31262 members 
Mstep: Class 17 contains 37322 members 
Mstep: Class 18 contains 759 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1677 members 
Mstep: Class 21 contains 54731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111148448.000000 Penalty: 66136.937500
Iteration 40F: 21 clusters Score -1.111484e+08 nChanged 39268
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 47716 members 
Mstep: Class 3 contains 34385 members 
Mstep: Class 4 contains 38640 members 
Mstep: Class 5 contains 43395 members 
Mstep: Class 6 contains 53982 members 
Mstep: Class 7 contains 553 members 
Mstep: Class 8 contains 304 members 
Mstep: Class 9 contains 1329 members 
Mstep: Class 11 contains 75352 members 
Mstep: Class 12 contains 51570 members 
Mstep: Class 13 contains 51607 members 
Mstep: Class 14 contains 55467 members 
Mstep: Class 15 contains 36738 members 
Mstep: Class 16 contains 32131 members 
Mstep: Class 17 contains 38231 members 
Mstep: Class 18 contains 767 members 
Mstep: Class 19 contains 468 members 
Mstep: Class 20 contains 1667 members 
Mstep: Class 21 contains 50745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111155512.000000 Penalty: 66136.937500
Iteration 41F: 21 clusters Score -1.111555e+08 nChanged 34549
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 43639 members 
Mstep: Class 3 contains 36637 members 
Mstep: Class 4 contains 41595 members 
Mstep: Class 5 contains 43468 members 
Mstep: Class 6 contains 59647 members 
Mstep: Class 7 contains 564 members 
Mstep: Class 8 contains 307 members 
Mstep: Class 9 contains 1319 members 
Mstep: Class 11 contains 71982 members 
Mstep: Class 12 contains 51490 members 
Mstep: Class 13 contains 52531 members 
Mstep: Class 14 contains 51001 members 
Mstep: Class 15 contains 36155 members 
Mstep: Class 16 contains 33287 members 
Mstep: Class 17 contains 40552 members 
Mstep: Class 18 contains 770 members 
Mstep: Class 19 contains 470 members 
Mstep: Class 20 contains 1652 members 
Mstep: Class 21 contains 47979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111161416.000000 Penalty: 66136.937500
Iteration 42F: 21 clusters Score -1.111614e+08 nChanged 30983
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 41225 members 
Mstep: Class 3 contains 38956 members 
Mstep: Class 4 contains 44532 members 
Mstep: Class 5 contains 42963 members 
Mstep: Class 6 contains 63312 members 
Mstep: Class 7 contains 571 members 
Mstep: Class 8 contains 307 members 
Mstep: Class 9 contains 1311 members 
Mstep: Class 11 contains 68791 members 
Mstep: Class 12 contains 50861 members 
Mstep: Class 13 contains 52000 members 
Mstep: Class 14 contains 47811 members 
Mstep: Class 15 contains 35558 members 
Mstep: Class 16 contains 34468 members 
Mstep: Class 17 contains 43257 members 
Mstep: Class 18 contains 773 members 
Mstep: Class 19 contains 471 members 
Mstep: Class 20 contains 1640 members 
Mstep: Class 21 contains 46243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111164392.000000 Penalty: 66136.937500
Iteration 43F: 21 clusters Score -1.111644e+08 nChanged 28327
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 39836 members 
Mstep: Class 3 contains 41313 members 
Mstep: Class 4 contains 46689 members 
Mstep: Class 5 contains 42518 members 
Mstep: Class 6 contains 65504 members 
Mstep: Class 7 contains 570 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1311 members 
Mstep: Class 11 contains 65927 members 
Mstep: Class 12 contains 49841 members 
Mstep: Class 13 contains 50757 members 
Mstep: Class 14 contains 45481 members 
Mstep: Class 15 contains 35057 members 
Mstep: Class 16 contains 35733 members 
Mstep: Class 17 contains 46046 members 
Mstep: Class 18 contains 775 members 
Mstep: Class 19 contains 474 members 
Mstep: Class 20 contains 1641 members 
Mstep: Class 21 contains 45276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111167056.000000 Penalty: 66136.937500
Iteration 44Q: 21 clusters Score -1.111671e+08 nChanged 25846
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 39135 members 
Mstep: Class 3 contains 43772 members 
Mstep: Class 4 contains 47683 members 
Mstep: Class 5 contains 42008 members 
Mstep: Class 6 contains 66794 members 
Mstep: Class 7 contains 568 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 11 contains 63340 members 
Mstep: Class 12 contains 48837 members 
Mstep: Class 13 contains 49742 members 
Mstep: Class 14 contains 44005 members 
Mstep: Class 15 contains 34592 members 
Mstep: Class 16 contains 36933 members 
Mstep: Class 17 contains 48468 members 
Mstep: Class 18 contains 779 members 
Mstep: Class 19 contains 474 members 
Mstep: Class 20 contains 1638 members 
Mstep: Class 21 contains 44678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111168456.000000 Penalty: 66136.937500
Iteration 45Q: 21 clusters Score -1.111685e+08 nChanged 22943
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 38814 members 
Mstep: Class 3 contains 46713 members 
Mstep: Class 4 contains 47802 members 
Mstep: Class 5 contains 41544 members 
Mstep: Class 6 contains 67240 members 
Mstep: Class 7 contains 569 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 11 contains 61031 members 
Mstep: Class 12 contains 47930 members 
Mstep: Class 13 contains 48951 members 
Mstep: Class 14 contains 43301 members 
Mstep: Class 15 contains 34128 members 
Mstep: Class 16 contains 37973 members 
Mstep: Class 17 contains 50195 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1635 members 
Mstep: Class 21 contains 44366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111170272.000000 Penalty: 66136.937500
Iteration 46Q: 21 clusters Score -1.111703e+08 nChanged 19742
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 38765 members 
Mstep: Class 3 contains 49678 members 
Mstep: Class 4 contains 47492 members 
Mstep: Class 5 contains 41462 members 
Mstep: Class 6 contains 66740 members 
Mstep: Class 7 contains 572 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1300 members 
Mstep: Class 11 contains 59130 members 
Mstep: Class 12 contains 47310 members 
Mstep: Class 13 contains 48469 members 
Mstep: Class 14 contains 42975 members 
Mstep: Class 15 contains 33708 members 
Mstep: Class 16 contains 38852 members 
Mstep: Class 17 contains 51251 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1635 members 
Mstep: Class 21 contains 44164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111172088.000000 Penalty: 66136.937500
Iteration 47Q: 21 clusters Score -1.111721e+08 nChanged 17173
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 38884 members 
Mstep: Class 3 contains 52357 members 
Mstep: Class 4 contains 47149 members 
Mstep: Class 5 contains 41558 members 
Mstep: Class 6 contains 65621 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 11 contains 57490 members 
Mstep: Class 12 contains 47091 members 
Mstep: Class 13 contains 48231 members 
Mstep: Class 14 contains 42993 members 
Mstep: Class 15 contains 33274 members 
Mstep: Class 16 contains 39671 members 
Mstep: Class 17 contains 51699 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1637 members 
Mstep: Class 21 contains 43987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111173808.000000 Penalty: 66136.937500
Iteration 48Q: 21 clusters Score -1.111738e+08 nChanged 14913
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 39171 members 
Mstep: Class 3 contains 54587 members 
Mstep: Class 4 contains 46972 members 
Mstep: Class 5 contains 41783 members 
Mstep: Class 6 contains 64251 members 
Mstep: Class 7 contains 579 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1288 members 
Mstep: Class 11 contains 56003 members 
Mstep: Class 12 contains 47103 members 
Mstep: Class 13 contains 48047 members 
Mstep: Class 14 contains 43195 members 
Mstep: Class 15 contains 32930 members 
Mstep: Class 16 contains 40516 members 
Mstep: Class 17 contains 51642 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1638 members 
Mstep: Class 21 contains 43817 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 49Q: 21 clusters Score -1.111752e+08 nChanged 13289
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 39531 members 
Mstep: Class 3 contains 56327 members 
Mstep: Class 4 contains 46964 members 
Mstep: Class 5 contains 42085 members 
Mstep: Class 6 contains 62817 members 
Mstep: Class 7 contains 580 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1285 members 
Mstep: Class 11 contains 54813 members 
Mstep: Class 12 contains 47265 members 
Mstep: Class 13 contains 47989 members 
Mstep: Class 14 contains 43391 members 
Mstep: Class 15 contains 32627 members 
Mstep: Class 16 contains 41384 members 
Mstep: Class 17 contains 51227 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1639 members 
Mstep: Class 21 contains 43612 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 50Q: 21 clusters Score -1.11176e+08 nChanged 12221
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 40034 members 
Mstep: Class 3 contains 57411 members 
Mstep: Class 4 contains 47012 members 
Mstep: Class 5 contains 42398 members 
Mstep: Class 6 contains 61498 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1282 members 
Mstep: Class 11 contains 53832 members 
Mstep: Class 12 contains 47567 members 
Mstep: Class 13 contains 47983 members 
Mstep: Class 14 contains 43548 members 
Mstep: Class 15 contains 32338 members 
Mstep: Class 16 contains 42325 members 
Mstep: Class 17 contains 50626 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1637 members 
Mstep: Class 21 contains 43470 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 51Q: 21 clusters Score -1.111775e+08 nChanged 11616
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 40575 members 
Mstep: Class 3 contains 57968 members 
Mstep: Class 4 contains 46954 members 
Mstep: Class 5 contains 42687 members 
Mstep: Class 6 contains 60316 members 
Mstep: Class 7 contains 584 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1282 members 
Mstep: Class 11 contains 53069 members 
Mstep: Class 12 contains 47952 members 
Mstep: Class 13 contains 48003 members 
Mstep: Class 14 contains 43722 members 
Mstep: Class 15 contains 32042 members 
Mstep: Class 16 contains 43549 members 
Mstep: Class 17 contains 49848 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1638 members 
Mstep: Class 21 contains 43361 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 52Q: 21 clusters Score -1.111794e+08 nChanged 11348
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 41102 members 
Mstep: Class 3 contains 58040 members 
Mstep: Class 4 contains 46889 members 
Mstep: Class 5 contains 42919 members 
Mstep: Class 6 contains 59183 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1280 members 
Mstep: Class 11 contains 52423 members 
Mstep: Class 12 contains 48497 members 
Mstep: Class 13 contains 48051 members 
Mstep: Class 14 contains 43876 members 
Mstep: Class 15 contains 31765 members 
Mstep: Class 16 contains 45019 members 
Mstep: Class 17 contains 49047 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1638 members 
Mstep: Class 21 contains 43243 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 53Q: 21 clusters Score -1.111804e+08 nChanged 10941
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 41611 members 
Mstep: Class 3 contains 57704 members 
Mstep: Class 4 contains 46869 members 
Mstep: Class 5 contains 43160 members 
Mstep: Class 6 contains 58122 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1278 members 
Mstep: Class 11 contains 51933 members 
Mstep: Class 12 contains 49139 members 
Mstep: Class 13 contains 48096 members 
Mstep: Class 14 contains 43987 members 
Mstep: Class 15 contains 31503 members 
Mstep: Class 16 contains 46492 members 
Mstep: Class 17 contains 48317 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1635 members 
Mstep: Class 21 contains 43132 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 21 clusters Score -1.111815e+08 nChanged 10890
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 42149 members 
Mstep: Class 3 contains 57204 members 
Mstep: Class 4 contains 46827 members 
Mstep: Class 5 contains 43383 members 
Mstep: Class 6 contains 57198 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 11 contains 51548 members 
Mstep: Class 12 contains 49693 members 
Mstep: Class 13 contains 48091 members 
Mstep: Class 14 contains 44102 members 
Mstep: Class 15 contains 31271 members 
Mstep: Class 16 contains 47928 members 
Mstep: Class 17 contains 47628 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1637 members 
Mstep: Class 21 contains 43047 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 21 clusters Score -1.111828e+08 nChanged 10570
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 42659 members 
Mstep: Class 3 contains 56583 members 
Mstep: Class 4 contains 46778 members 
Mstep: Class 5 contains 43705 members 
Mstep: Class 6 contains 56260 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 11 contains 51278 members 
Mstep: Class 12 contains 50169 members 
Mstep: Class 13 contains 47990 members 
Mstep: Class 14 contains 44297 members 
Mstep: Class 15 contains 31031 members 
Mstep: Class 16 contains 49234 members 
Mstep: Class 17 contains 47073 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1641 members 
Mstep: Class 21 contains 43015 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 21 clusters Score -1.111835e+08 nChanged 10125
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 43127 members 
Mstep: Class 3 contains 55816 members 
Mstep: Class 4 contains 46798 members 
Mstep: Class 5 contains 44071 members 
Mstep: Class 6 contains 55444 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1278 members 
Mstep: Class 11 contains 51070 members 
Mstep: Class 12 contains 50567 members 
Mstep: Class 13 contains 47965 members 
Mstep: Class 14 contains 44492 members 
Mstep: Class 15 contains 30816 members 
Mstep: Class 16 contains 50308 members 
Mstep: Class 17 contains 46618 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 42984 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 21 clusters Score -1.111848e+08 nChanged 9606
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 43618 members 
Mstep: Class 3 contains 55049 members 
Mstep: Class 4 contains 46881 members 
Mstep: Class 5 contains 44483 members 
Mstep: Class 6 contains 54766 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1278 members 
Mstep: Class 11 contains 50902 members 
Mstep: Class 12 contains 50903 members 
Mstep: Class 13 contains 47956 members 
Mstep: Class 14 contains 44687 members 
Mstep: Class 15 contains 30587 members 
Mstep: Class 16 contains 51017 members 
Mstep: Class 17 contains 46239 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 42993 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 58Q: 21 clusters Score -1.111856e+08 nChanged 9201
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 44093 members 
Mstep: Class 3 contains 54311 members 
Mstep: Class 4 contains 47041 members 
Mstep: Class 5 contains 45015 members 
Mstep: Class 6 contains 54221 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1278 members 
Mstep: Class 11 contains 50831 members 
Mstep: Class 12 contains 51211 members 
Mstep: Class 13 contains 48066 members 
Mstep: Class 14 contains 44890 members 
Mstep: Class 15 contains 30358 members 
Mstep: Class 16 contains 51207 members 
Mstep: Class 17 contains 45878 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 42969 members 
Entering Unmasked Estep 
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Iteration 59Q: 21 clusters Score -1.111865e+08 nChanged 8515
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 44591 members 
Mstep: Class 3 contains 53602 members 
Mstep: Class 4 contains 47228 members 
Mstep: Class 5 contains 45638 members 
Mstep: Class 6 contains 53817 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1278 members 
Mstep: Class 11 contains 50759 members 
Mstep: Class 12 contains 51489 members 
Mstep: Class 13 contains 48156 members 
Mstep: Class 14 contains 45117 members 
Mstep: Class 15 contains 30142 members 
Mstep: Class 16 contains 50980 members 
Mstep: Class 17 contains 45597 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 42983 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 21 clusters Score -1.111867e+08 nChanged 8125
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 45059 members 
Mstep: Class 3 contains 52952 members 
Mstep: Class 4 contains 47418 members 
Mstep: Class 5 contains 46286 members 
Mstep: Class 6 contains 53464 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1278 members 
Mstep: Class 11 contains 50775 members 
Mstep: Class 12 contains 51673 members 
Mstep: Class 13 contains 48268 members 
Mstep: Class 14 contains 45334 members 
Mstep: Class 15 contains 29923 members 
Mstep: Class 16 contains 50532 members 
Mstep: Class 17 contains 45381 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1645 members 
Mstep: Class 21 contains 43042 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 21 clusters Score -1.111868e+08 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 45451 members 
Mstep: Class 3 contains 52298 members 
Mstep: Class 4 contains 47636 members 
Mstep: Class 5 contains 46893 members 
Mstep: Class 6 contains 53247 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1278 members 
Mstep: Class 11 contains 50755 members 
Mstep: Class 12 contains 51857 members 
Mstep: Class 13 contains 48403 members 
Mstep: Class 14 contains 45549 members 
Mstep: Class 15 contains 29731 members 
Mstep: Class 16 contains 49935 members 
Mstep: Class 17 contains 45230 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 43133 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 62Q: 21 clusters Score -1.111875e+08 nChanged 7033
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 45805 members 
Mstep: Class 3 contains 51684 members 
Mstep: Class 4 contains 47788 members 
Mstep: Class 5 contains 47487 members 
Mstep: Class 6 contains 53085 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 11 contains 50672 members 
Mstep: Class 12 contains 52023 members 
Mstep: Class 13 contains 48616 members 
Mstep: Class 14 contains 45786 members 
Mstep: Class 15 contains 29577 members 
Mstep: Class 16 contains 49246 members 
Mstep: Class 17 contains 45121 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 43236 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 63Q: 21 clusters Score -1.111876e+08 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 46089 members 
Mstep: Class 3 contains 51120 members 
Mstep: Class 4 contains 47999 members 
Mstep: Class 5 contains 47922 members 
Mstep: Class 6 contains 52967 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 11 contains 50581 members 
Mstep: Class 12 contains 52182 members 
Mstep: Class 13 contains 48799 members 
Mstep: Class 14 contains 46051 members 
Mstep: Class 15 contains 29459 members 
Mstep: Class 16 contains 48522 members 
Mstep: Class 17 contains 45092 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 43346 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 64Q: 21 clusters Score -1.111877e+08 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 46362 members 
Mstep: Class 3 contains 50621 members 
Mstep: Class 4 contains 48250 members 
Mstep: Class 5 contains 48237 members 
Mstep: Class 6 contains 52900 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 11 contains 50521 members 
Mstep: Class 12 contains 52261 members 
Mstep: Class 13 contains 48930 members 
Mstep: Class 14 contains 46272 members 
Mstep: Class 15 contains 29362 members 
Mstep: Class 16 contains 47857 members 
Mstep: Class 17 contains 45100 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 43454 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 65Q: 21 clusters Score -1.111878e+08 nChanged 5679
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 46553 members 
Mstep: Class 3 contains 50198 members 
Mstep: Class 4 contains 48467 members 
Mstep: Class 5 contains 48456 members 
Mstep: Class 6 contains 52847 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 11 contains 50478 members 
Mstep: Class 12 contains 52447 members 
Mstep: Class 13 contains 49065 members 
Mstep: Class 14 contains 46497 members 
Mstep: Class 15 contains 29245 members 
Mstep: Class 16 contains 47226 members 
Mstep: Class 17 contains 45082 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1646 members 
Mstep: Class 21 contains 43568 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 66Q: 21 clusters Score -1.111877e+08 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 46634 members 
Mstep: Class 3 contains 49853 members 
Mstep: Class 4 contains 48652 members 
Mstep: Class 5 contains 48641 members 
Mstep: Class 6 contains 52888 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 11 contains 50426 members 
Mstep: Class 12 contains 52564 members 
Mstep: Class 13 contains 49109 members 
Mstep: Class 14 contains 46720 members 
Mstep: Class 15 contains 29153 members 
Mstep: Class 16 contains 46710 members 
Mstep: Class 17 contains 45151 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1651 members 
Mstep: Class 21 contains 43626 members 
Entering Unmasked Estep 
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Iteration 67Q: 21 clusters Score -1.111878e+08 nChanged 5056
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 46677 members 
Mstep: Class 3 contains 49670 members 
Mstep: Class 4 contains 48792 members 
Mstep: Class 5 contains 48703 members 
Mstep: Class 6 contains 52877 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 11 contains 50362 members 
Mstep: Class 12 contains 52641 members 
Mstep: Class 13 contains 49182 members 
Mstep: Class 14 contains 46934 members 
Mstep: Class 15 contains 29057 members 
Mstep: Class 16 contains 46252 members 
Mstep: Class 17 contains 45265 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1652 members 
Mstep: Class 21 contains 43715 members 
Entering Unmasked Estep 
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Iteration 68Q: 21 clusters Score -1.111881e+08 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 46716 members 
Mstep: Class 3 contains 49514 members 
Mstep: Class 4 contains 48857 members 
Mstep: Class 5 contains 48727 members 
Mstep: Class 6 contains 52938 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1277 members 
Mstep: Class 11 contains 50310 members 
Mstep: Class 12 contains 52676 members 
Mstep: Class 13 contains 49258 members 
Mstep: Class 14 contains 47128 members 
Mstep: Class 15 contains 28981 members 
Mstep: Class 16 contains 45887 members 
Mstep: Class 17 contains 45371 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1654 members 
Mstep: Class 21 contains 43765 members 
Entering Unmasked Estep 
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Iteration 69Q: 21 clusters Score -1.111886e+08 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 46738 members 
Mstep: Class 3 contains 49423 members 
Mstep: Class 4 contains 48855 members 
Mstep: Class 5 contains 48707 members 
Mstep: Class 6 contains 52965 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 11 contains 50271 members 
Mstep: Class 12 contains 52702 members 
Mstep: Class 13 contains 49364 members 
Mstep: Class 14 contains 47270 members 
Mstep: Class 15 contains 28910 members 
Mstep: Class 16 contains 45620 members 
Mstep: Class 17 contains 45479 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1655 members 
Mstep: Class 21 contains 43825 members 
Entering Unmasked Estep 
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Iteration 70Q: 21 clusters Score -1.111887e+08 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 46722 members 
Mstep: Class 3 contains 49334 members 
Mstep: Class 4 contains 48856 members 
Mstep: Class 5 contains 48728 members 
Mstep: Class 6 contains 52985 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 11 contains 50230 members 
Mstep: Class 12 contains 52759 members 
Mstep: Class 13 contains 49427 members 
Mstep: Class 14 contains 47352 members 
Mstep: Class 15 contains 28846 members 
Mstep: Class 16 contains 45388 members 
Mstep: Class 17 contains 45616 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1655 members 
Mstep: Class 21 contains 43887 members 
Entering Unmasked Estep 
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Iteration 71Q: 21 clusters Score -1.111892e+08 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 46686 members 
Mstep: Class 3 contains 49288 members 
Mstep: Class 4 contains 48874 members 
Mstep: Class 5 contains 48690 members 
Mstep: Class 6 contains 53000 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 11 contains 50199 members 
Mstep: Class 12 contains 52813 members 
Mstep: Class 13 contains 49458 members 
Mstep: Class 14 contains 47449 members 
Mstep: Class 15 contains 28793 members 
Mstep: Class 16 contains 45208 members 
Mstep: Class 17 contains 45741 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1656 members 
Mstep: Class 21 contains 43931 members 
Entering Unmasked Estep 
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Iteration 72Q: 21 clusters Score -1.111893e+08 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 46645 members 
Mstep: Class 3 contains 49284 members 
Mstep: Class 4 contains 48962 members 
Mstep: Class 5 contains 48603 members 
Mstep: Class 6 contains 52996 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 11 contains 50158 members 
Mstep: Class 12 contains 52836 members 
Mstep: Class 13 contains 49478 members 
Mstep: Class 14 contains 47492 members 
Mstep: Class 15 contains 28731 members 
Mstep: Class 16 contains 45144 members 
Mstep: Class 17 contains 45852 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1656 members 
Mstep: Class 21 contains 43949 members 
Entering Unmasked Estep 
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Iteration 73Q: 21 clusters Score -1.111893e+08 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 46615 members 
Mstep: Class 3 contains 49288 members 
Mstep: Class 4 contains 49029 members 
Mstep: Class 5 contains 48553 members 
Mstep: Class 6 contains 53007 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 11 contains 50145 members 
Mstep: Class 12 contains 52835 members 
Mstep: Class 13 contains 49439 members 
Mstep: Class 14 contains 47554 members 
Mstep: Class 15 contains 28652 members 
Mstep: Class 16 contains 45096 members 
Mstep: Class 17 contains 45944 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1656 members 
Mstep: Class 21 contains 43974 members 
Entering Unmasked Estep 
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Iteration 74Q: 21 clusters Score -1.111892e+08 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 46550 members 
Mstep: Class 3 contains 49297 members 
Mstep: Class 4 contains 49097 members 
Mstep: Class 5 contains 48480 members 
Mstep: Class 6 contains 53026 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 11 contains 50149 members 
Mstep: Class 12 contains 52874 members 
Mstep: Class 13 contains 49341 members 
Mstep: Class 14 contains 47584 members 
Mstep: Class 15 contains 28604 members 
Mstep: Class 16 contains 45076 members 
Mstep: Class 17 contains 46046 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1656 members 
Mstep: Class 21 contains 44007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111189336.000000 Penalty: 66136.937500
Iteration 75Q: 21 clusters Score -1.111893e+08 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 46469 members 
Mstep: Class 3 contains 49350 members 
Mstep: Class 4 contains 49138 members 
Mstep: Class 5 contains 48498 members 
Mstep: Class 6 contains 52970 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 11 contains 50114 members 
Mstep: Class 12 contains 52931 members 
Mstep: Class 13 contains 49305 members 
Mstep: Class 14 contains 47602 members 
Mstep: Class 15 contains 28550 members 
Mstep: Class 16 contains 45052 members 
Mstep: Class 17 contains 46155 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1658 members 
Mstep: Class 21 contains 43997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111189912.000000 Penalty: 66136.937500
Iteration 76Q: 21 clusters Score -1.111899e+08 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 46403 members 
Mstep: Class 3 contains 49451 members 
Mstep: Class 4 contains 49116 members 
Mstep: Class 5 contains 48457 members 
Mstep: Class 6 contains 52983 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 11 contains 50102 members 
Mstep: Class 12 contains 53012 members 
Mstep: Class 13 contains 49203 members 
Mstep: Class 14 contains 47629 members 
Mstep: Class 15 contains 28501 members 
Mstep: Class 16 contains 45084 members 
Mstep: Class 17 contains 46228 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1661 members 
Mstep: Class 21 contains 43963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111189872.000000 Penalty: 66136.937500
Iteration 77Q: 21 clusters Score -1.111899e+08 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 46348 members 
Mstep: Class 3 contains 49552 members 
Mstep: Class 4 contains 49061 members 
Mstep: Class 5 contains 48351 members 
Mstep: Class 6 contains 52975 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 11 contains 50108 members 
Mstep: Class 12 contains 53125 members 
Mstep: Class 13 contains 49107 members 
Mstep: Class 14 contains 47643 members 
Mstep: Class 15 contains 28454 members 
Mstep: Class 16 contains 45143 members 
Mstep: Class 17 contains 46326 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1663 members 
Mstep: Class 21 contains 43938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111190008.000000 Penalty: 66136.937500
Iteration 78Q: 21 clusters Score -1.1119e+08 nChanged 3617
Entering ConstructFrom: 
Score: -111190008.000000 Penalty: 66136.937500
Entering ConstructFrom: 
Trying to split cluster 1 (2643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Entering Unmasked Estep 
Score: -447887.500000 Penalty: 1954.158203
	Iteration 0F: 2 clusters Score -447887.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -444865.250000 Penalty: 3908.316406
	Iteration 0F: 3 clusters Score -444865.2 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -445653.000000 Penalty: 3908.316406
	Iteration 1F: 3 clusters Score -445653 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -445991.968750 Penalty: 3908.316406
	Iteration 2F: 3 clusters Score -445992 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -446225.875000 Penalty: 3908.316406
	Iteration 3F: 3 clusters Score -446225.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -446400.156250 Penalty: 3908.316406
	Iteration 4F: 3 clusters Score -446400.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -446518.843750 Penalty: 3908.316406
	Iteration 5Q: 3 clusters Score -446518.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -446599.250000 Penalty: 3908.316406
	Iteration 6Q: 3 clusters Score -446599.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -446661.000000 Penalty: 3908.316406
	Iteration 7Q: 3 clusters Score -446661 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -446704.500000 Penalty: 3908.316406
	Iteration 8Q: 3 clusters Score -446704.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -446750.562500 Penalty: 3908.316406
	Iteration 9Q: 3 clusters Score -446750.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -446791.062500 Penalty: 3908.316406
	Iteration 10Q: 3 clusters Score -446791.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -446835.406250 Penalty: 3908.316406
	Iteration 11Q: 3 clusters Score -446835.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -446879.656250 Penalty: 3908.316406
	Iteration 12Q: 3 clusters Score -446879.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -446927.687500 Penalty: 3908.316406
	Iteration 13Q: 3 clusters Score -446927.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -446964.156250 Penalty: 3908.316406
	Iteration 14Q: 3 clusters Score -446964.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -447004.375000 Penalty: 3908.316406
	Iteration 15Q: 3 clusters Score -447004.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -447026.000000 Penalty: 3908.316406
	Iteration 16Q: 3 clusters Score -447026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -447042.343750 Penalty: 3908.316406
	Iteration 17Q: 3 clusters Score -447042.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -447059.593750 Penalty: 3908.316406
	Iteration 18Q: 3 clusters Score -447059.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -447073.000000 Penalty: 3908.316406
	Iteration 19Q: 3 clusters Score -447073 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -447084.375000 Penalty: 3908.316406
	Iteration 20F: 3 clusters Score -447084.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -447097.343750 Penalty: 3908.316406
	Iteration 21Q: 3 clusters Score -447097.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -447111.250000 Penalty: 3908.316406
	Iteration 22Q: 3 clusters Score -447111.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -447132.843750 Penalty: 3908.316406
	Iteration 23Q: 3 clusters Score -447132.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -447150.156250 Penalty: 3908.316406
	Iteration 24Q: 3 clusters Score -447150.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -447165.156250 Penalty: 3908.316406
	Iteration 25Q: 3 clusters Score -447165.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -447171.687500 Penalty: 3908.316406
	Iteration 26Q: 3 clusters Score -447171.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -447179.656250 Penalty: 3908.316406
	Iteration 27Q: 3 clusters Score -447179.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -447184.843750 Penalty: 3908.316406
	Iteration 28Q: 3 clusters Score -447184.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -447189.375000 Penalty: 3908.316406
	Iteration 29Q: 3 clusters Score -447189.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -447196.718750 Penalty: 3908.316406
	Iteration 30Q: 3 clusters Score -447196.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -447202.937500 Penalty: 3908.316406
	Iteration 31Q: 3 clusters Score -447202.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -447209.875000 Penalty: 3908.316406
	Iteration 32Q: 3 clusters Score -447209.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -447212.187500 Penalty: 3908.316406
	Iteration 33Q: 3 clusters Score -447212.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -447213.593750 Penalty: 3908.316406
	Iteration 34Q: 3 clusters Score -447213.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -447213.781250 Penalty: 3908.316406
	Iteration 35Q: 3 clusters Score -447213.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -447213.781250 Penalty: 3908.316406
	Iteration 36F: 3 clusters Score -447213.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (46313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Entering Unmasked Estep 
Score: -8432894.000000 Penalty: 2664.308350
	Iteration 0F: 2 clusters Score -8432894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -8403058.000000 Penalty: 5328.616699
	Iteration 0F: 3 clusters Score -8403058 nChanged 21367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -8415289.000000 Penalty: 5328.616699
	Iteration 1F: 3 clusters Score -8415289 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -8416668.000000 Penalty: 5328.616699
	Iteration 2F: 3 clusters Score -8416668 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -8418417.000000 Penalty: 5328.616699
	Iteration 3F: 3 clusters Score -8418417 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -8420325.000000 Penalty: 5328.616699
	Iteration 4F: 3 clusters Score -8420325 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 25900 members 
Entering Unmasked Estep 
Score: -8422398.000000 Penalty: 5328.616699
	Iteration 5F: 3 clusters Score -8422398 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -8424684.000000 Penalty: 5328.616699
	Iteration 6F: 3 clusters Score -8424684 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 28359 members 
Entering Unmasked Estep 
Score: -8426864.000000 Penalty: 5328.616699
	Iteration 7F: 3 clusters Score -8426864 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 29369 members 
Entering Unmasked Estep 
Score: -8428365.000000 Penalty: 5328.616699
	Iteration 8Q: 3 clusters Score -8428365 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 30208 members 
Entering Unmasked Estep 
Score: -8429088.000000 Penalty: 5328.616699
	Iteration 9Q: 3 clusters Score -8429088 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 30950 members 
Entering Unmasked Estep 
Score: -8429520.000000 Penalty: 5328.616699
	Iteration 10Q: 3 clusters Score -8429520 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -8429914.000000 Penalty: 5328.616699
	Iteration 11Q: 3 clusters Score -8429914 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -8430266.000000 Penalty: 5328.616699
	Iteration 12Q: 3 clusters Score -8430266 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -8430549.000000 Penalty: 5328.616699
	Iteration 13Q: 3 clusters Score -8430549 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -8430754.000000 Penalty: 5328.616699
	Iteration 14Q: 3 clusters Score -8430754 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -8430934.000000 Penalty: 5328.616699
	Iteration 15Q: 3 clusters Score -8430934 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 34370 members 
Entering Unmasked Estep 
Score: -8431026.000000 Penalty: 5328.616699
	Iteration 16Q: 3 clusters Score -8431026 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -8431134.000000 Penalty: 5328.616699
	Iteration 17Q: 3 clusters Score -8431134 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -8431249.000000 Penalty: 5328.616699
	Iteration 18Q: 3 clusters Score -8431249 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -8431343.000000 Penalty: 5328.616699
	Iteration 19Q: 3 clusters Score -8431343 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -8431447.000000 Penalty: 5328.616699
	Iteration 20F: 3 clusters Score -8431447 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -8431493.000000 Penalty: 5328.616699
	Iteration 21Q: 3 clusters Score -8431493 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -8431530.000000 Penalty: 5328.616699
	Iteration 22Q: 3 clusters Score -8431530 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 36905 members 
Entering Unmasked Estep 
Score: -8431603.000000 Penalty: 5328.616699
	Iteration 23Q: 3 clusters Score -8431603 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 37271 members 
Entering Unmasked Estep 
Score: -8431645.000000 Penalty: 5328.616699
	Iteration 24Q: 3 clusters Score -8431645 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -8431680.000000 Penalty: 5328.616699
	Iteration 25Q: 3 clusters Score -8431680 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 38043 members 
Entering Unmasked Estep 
Score: -8431750.000000 Penalty: 5328.616699
	Iteration 26Q: 3 clusters Score -8431750 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -8431830.000000 Penalty: 5328.616699
	Iteration 27Q: 3 clusters Score -8431830 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 38789 members 
Entering Unmasked Estep 
Score: -8431864.000000 Penalty: 5328.616699
	Iteration 28Q: 3 clusters Score -8431864 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 39165 members 
Entering Unmasked Estep 
Score: -8431914.000000 Penalty: 5328.616699
	Iteration 29Q: 3 clusters Score -8431914 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -8431956.000000 Penalty: 5328.616699
	Iteration 30Q: 3 clusters Score -8431956 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -8432033.000000 Penalty: 5328.616699
	Iteration 31Q: 3 clusters Score -8432033 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -8432069.000000 Penalty: 5328.616699
	Iteration 32Q: 3 clusters Score -8432069 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -8432111.000000 Penalty: 5328.616699
	Iteration 33Q: 3 clusters Score -8432111 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 41025 members 
Entering Unmasked Estep 
Score: -8432119.000000 Penalty: 5328.616699
	Iteration 34Q: 3 clusters Score -8432119 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 41363 members 
Entering Unmasked Estep 
Score: -8432173.000000 Penalty: 5328.616699
	Iteration 35Q: 3 clusters Score -8432173 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 41690 members 
Entering Unmasked Estep 
Score: -8432159.000000 Penalty: 5328.616699
	Iteration 36Q: 3 clusters Score -8432159 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -8432166.000000 Penalty: 5328.616699
	Iteration 37Q: 3 clusters Score -8432166 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -8432136.000000 Penalty: 5328.616699
	Iteration 38Q: 3 clusters Score -8432136 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -8432108.000000 Penalty: 5328.616699
	Iteration 39Q: 3 clusters Score -8432108 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 42718 members 
Entering Unmasked Estep 
Score: -8432090.000000 Penalty: 5328.616699
	Iteration 40F: 3 clusters Score -8432090 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 42951 members 
Entering Unmasked Estep 
Score: -8432089.000000 Penalty: 5328.616699
	Iteration 41Q: 3 clusters Score -8432089 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 43166 members 
Entering Unmasked Estep 
Score: -8432041.000000 Penalty: 5328.616699
	Iteration 42Q: 3 clusters Score -8432041 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 43335 members 
Entering Unmasked Estep 
Score: -8431987.000000 Penalty: 5328.616699
	Iteration 43Q: 3 clusters Score -8431987 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 43509 members 
Entering Unmasked Estep 
Score: -8431955.000000 Penalty: 5328.616699
	Iteration 44Q: 3 clusters Score -8431955 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -8431958.000000 Penalty: 5328.616699
	Iteration 45Q: 3 clusters Score -8431958 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 43824 members 
Entering Unmasked Estep 
Score: -8431934.000000 Penalty: 5328.616699
	Iteration 46Q: 3 clusters Score -8431934 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 43960 members 
Entering Unmasked Estep 
Score: -8431932.000000 Penalty: 5328.616699
	Iteration 47Q: 3 clusters Score -8431932 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -8431897.000000 Penalty: 5328.616699
	Iteration 48Q: 3 clusters Score -8431897 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 44154 members 
Entering Unmasked Estep 
Score: -8431854.000000 Penalty: 5328.616699
	Iteration 49Q: 3 clusters Score -8431854 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 44231 members 
Entering Unmasked Estep 
Score: -8431847.000000 Penalty: 5328.616699
	Iteration 50Q: 3 clusters Score -8431847 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
Score: -8431813.000000 Penalty: 5328.616699
	Iteration 51Q: 3 clusters Score -8431813 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 44356 members 
Entering Unmasked Estep 
Score: -8431813.000000 Penalty: 5328.616699
	Iteration 52Q: 3 clusters Score -8431813 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -8431814.000000 Penalty: 5328.616699
	Iteration 53Q: 3 clusters Score -8431814 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 44463 members 
Entering Unmasked Estep 
Score: -8431799.000000 Penalty: 5328.616699
	Iteration 54Q: 3 clusters Score -8431799 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 44499 members 
Entering Unmasked Estep 
Score: -8431764.000000 Penalty: 5328.616699
	Iteration 55Q: 3 clusters Score -8431764 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -8431764.000000 Penalty: 5328.616699
	Iteration 56Q: 3 clusters Score -8431764 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 44559 members 
Entering Unmasked Estep 
Score: -8431760.000000 Penalty: 5328.616699
	Iteration 57Q: 3 clusters Score -8431760 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -8431747.000000 Penalty: 5328.616699
	Iteration 58Q: 3 clusters Score -8431747 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -8431756.000000 Penalty: 5328.616699
	Iteration 59Q: 3 clusters Score -8431756 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 44662 members 
Entering Unmasked Estep 
Score: -8431752.000000 Penalty: 5328.616699
	Iteration 60F: 3 clusters Score -8431752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 44690 members 
Entering Unmasked Estep 
Score: -8431736.000000 Penalty: 5328.616699
	Iteration 61Q: 3 clusters Score -8431736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 44714 members 
Entering Unmasked Estep 
Score: -8431728.000000 Penalty: 5328.616699
	Iteration 62Q: 3 clusters Score -8431728 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
Score: -8431713.000000 Penalty: 5328.616699
	Iteration 63Q: 3 clusters Score -8431713 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 44762 members 
Entering Unmasked Estep 
Score: -8431705.000000 Penalty: 5328.616699
	Iteration 64Q: 3 clusters Score -8431705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 44776 members 
Entering Unmasked Estep 
Score: -8431717.000000 Penalty: 5328.616699
	Iteration 65Q: 3 clusters Score -8431717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 44788 members 
Entering Unmasked Estep 
Score: -8431701.000000 Penalty: 5328.616699
	Iteration 66Q: 3 clusters Score -8431701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 44797 members 
Entering Unmasked Estep 
Score: -8431701.000000 Penalty: 5328.616699
	Iteration 67Q: 3 clusters Score -8431701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 44811 members 
Entering Unmasked Estep 
Score: -8431701.000000 Penalty: 5328.616699
	Iteration 68Q: 3 clusters Score -8431701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 44821 members 
Entering Unmasked Estep 
Score: -8431701.000000 Penalty: 5328.616699
	Iteration 69Q: 3 clusters Score -8431701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -8431698.000000 Penalty: 5328.616699
	Iteration 70Q: 3 clusters Score -8431698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 44837 members 
Entering Unmasked Estep 
Score: -8431694.000000 Penalty: 5328.616699
	Iteration 71Q: 3 clusters Score -8431694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 44845 members 
Entering Unmasked Estep 
Score: -8431679.000000 Penalty: 5328.616699
	Iteration 72Q: 3 clusters Score -8431679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -8431684.000000 Penalty: 5328.616699
	Iteration 73Q: 3 clusters Score -8431684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 44857 members 
Entering Unmasked Estep 
Score: -8431688.000000 Penalty: 5328.616699
	Iteration 74Q: 3 clusters Score -8431688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
Score: -8431689.000000 Penalty: 5328.616699
	Iteration 75Q: 3 clusters Score -8431689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 44866 members 
Entering Unmasked Estep 
Score: -8431691.000000 Penalty: 5328.616699
	Iteration 76Q: 3 clusters Score -8431691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 44868 members 
Entering Unmasked Estep 
Score: -8431692.000000 Penalty: 5328.616699
	Iteration 77Q: 3 clusters Score -8431692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 44869 members 
Entering Unmasked Estep 
Score: -8431689.000000 Penalty: 5328.616699
	Iteration 78Q: 3 clusters Score -8431689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 44871 members 
Entering Unmasked Estep 
Score: -8431688.000000 Penalty: 5328.616699
	Iteration 79Q: 3 clusters Score -8431688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 44871 members 
Entering Unmasked Estep 
Score: -8431688.000000 Penalty: 5328.616699
	Iteration 80F: 3 clusters Score -8431688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (49615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49615 members 
Entering Unmasked Estep 
Score: -9042398.000000 Penalty: 2681.388184
	Iteration 0F: 2 clusters Score -9042398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -9010984.000000 Penalty: 5362.776367
	Iteration 0F: 3 clusters Score -9010984 nChanged 23098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -9024111.000000 Penalty: 5362.776367
	Iteration 1F: 3 clusters Score -9024111 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -9025524.000000 Penalty: 5362.776367
	Iteration 2F: 3 clusters Score -9025524 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -9027913.000000 Penalty: 5362.776367
	Iteration 3F: 3 clusters Score -9027913 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -9031160.000000 Penalty: 5362.776367
	Iteration 4F: 3 clusters Score -9031160 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -9034888.000000 Penalty: 5362.776367
	Iteration 5F: 3 clusters Score -9034888 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -9038390.000000 Penalty: 5362.776367
	Iteration 6F: 3 clusters Score -9038390 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -9040920.000000 Penalty: 5362.776367
	Iteration 7F: 3 clusters Score -9040920 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 39890 members 
Entering Unmasked Estep 
Score: -9042058.000000 Penalty: 5362.776367
	Iteration 8Q: 3 clusters Score -9042058 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 40376 members 
Entering Unmasked Estep 
Score: -9042496.000000 Penalty: 5362.776367
	Iteration 9Q: 3 clusters Score -9042496 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -9042708.000000 Penalty: 5362.776367
	Iteration 10Q: 3 clusters Score -9042708 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -9042851.000000 Penalty: 5362.776367
	Iteration 11Q: 3 clusters Score -9042851 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 41170 members 
Entering Unmasked Estep 
Score: -9042939.000000 Penalty: 5362.776367
	Iteration 12Q: 3 clusters Score -9042939 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -9042984.000000 Penalty: 5362.776367
	Iteration 13Q: 3 clusters Score -9042984 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -9043020.000000 Penalty: 5362.776367
	Iteration 14Q: 3 clusters Score -9043020 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 41640 members 
Entering Unmasked Estep 
Score: -9043081.000000 Penalty: 5362.776367
	Iteration 15Q: 3 clusters Score -9043081 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -9043106.000000 Penalty: 5362.776367
	Iteration 16Q: 3 clusters Score -9043106 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 41844 members 
Entering Unmasked Estep 
Score: -9043116.000000 Penalty: 5362.776367
	Iteration 17Q: 3 clusters Score -9043116 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 41928 members 
Entering Unmasked Estep 
Score: -9043093.000000 Penalty: 5362.776367
	Iteration 18Q: 3 clusters Score -9043093 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 42008 members 
Entering Unmasked Estep 
Score: -9043093.000000 Penalty: 5362.776367
	Iteration 19Q: 3 clusters Score -9043093 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -9043079.000000 Penalty: 5362.776367
	Iteration 20F: 3 clusters Score -9043079 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -9043076.000000 Penalty: 5362.776367
	Iteration 21Q: 3 clusters Score -9043076 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 42172 members 
Entering Unmasked Estep 
Score: -9043076.000000 Penalty: 5362.776367
	Iteration 22Q: 3 clusters Score -9043076 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -9043076.000000 Penalty: 5362.776367
	Iteration 23Q: 3 clusters Score -9043076 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
Score: -9043074.000000 Penalty: 5362.776367
	Iteration 24Q: 3 clusters Score -9043074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 42239 members 
Entering Unmasked Estep 
Score: -9043080.000000 Penalty: 5362.776367
	Iteration 25Q: 3 clusters Score -9043080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 42257 members 
Entering Unmasked Estep 
Score: -9043086.000000 Penalty: 5362.776367
	Iteration 26Q: 3 clusters Score -9043086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 42275 members 
Entering Unmasked Estep 
Score: -9043082.000000 Penalty: 5362.776367
	Iteration 27Q: 3 clusters Score -9043082 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 42290 members 
Entering Unmasked Estep 
Score: -9043086.000000 Penalty: 5362.776367
	Iteration 28Q: 3 clusters Score -9043086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -9043084.000000 Penalty: 5362.776367
	Iteration 29Q: 3 clusters Score -9043084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 42307 members 
Entering Unmasked Estep 
Score: -9043096.000000 Penalty: 5362.776367
	Iteration 30Q: 3 clusters Score -9043096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 42313 members 
Entering Unmasked Estep 
Score: -9043083.000000 Penalty: 5362.776367
	Iteration 31Q: 3 clusters Score -9043083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -9043084.000000 Penalty: 5362.776367
	Iteration 32Q: 3 clusters Score -9043084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 42319 members 
Entering Unmasked Estep 
Score: -9043091.000000 Penalty: 5362.776367
	Iteration 33Q: 3 clusters Score -9043091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -9043093.000000 Penalty: 5362.776367
	Iteration 34Q: 3 clusters Score -9043093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 42325 members 
Entering Unmasked Estep 
Score: -9043094.000000 Penalty: 5362.776367
	Iteration 35Q: 3 clusters Score -9043094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 42328 members 
Entering Unmasked Estep 
Score: -9043094.000000 Penalty: 5362.776367
	Iteration 36Q: 3 clusters Score -9043094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 42331 members 
Entering Unmasked Estep 
Score: -9043105.000000 Penalty: 5362.776367
	Iteration 37Q: 3 clusters Score -9043105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -9043106.000000 Penalty: 5362.776367
	Iteration 38Q: 3 clusters Score -9043106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -9043107.000000 Penalty: 5362.776367
	Iteration 39Q: 3 clusters Score -9043107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
Score: -9043107.000000 Penalty: 5362.776367
	Iteration 40F: 3 clusters Score -9043107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 46313 members 
Mstep: Class 3 contains 7283 members 
Mstep: Class 4 contains 49031 members 
Mstep: Class 5 contains 48320 members 
Mstep: Class 6 contains 52982 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 42332 members 
Mstep: Class 11 contains 50124 members 
Mstep: Class 12 contains 53194 members 
Mstep: Class 13 contains 48961 members 
Mstep: Class 14 contains 47655 members 
Mstep: Class 15 contains 28415 members 
Mstep: Class 16 contains 45217 members 
Mstep: Class 17 contains 46381 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1663 members 
Mstep: Class 21 contains 43925 members 
Entering Unmasked Estep 
Score: -111190352.000000 Penalty: 69443.789062
Splitting cluster 3 changes total score from -111190008.000000 to -111190352.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 4 (49031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49031 members 
Entering Unmasked Estep 
Score: -9094359.000000 Penalty: 2678.451660
	Iteration 0F: 2 clusters Score -9094359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -9065222.000000 Penalty: 5356.903320
	Iteration 0F: 3 clusters Score -9065222 nChanged 22590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -9077577.000000 Penalty: 5356.903320
	Iteration 1F: 3 clusters Score -9077577 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 23751 members 
Entering Unmasked Estep 
Score: -9078197.000000 Penalty: 5356.903320
	Iteration 2Q: 3 clusters Score -9078197 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -9078838.000000 Penalty: 5356.903320
	Iteration 3Q: 3 clusters Score -9078838 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -9079460.000000 Penalty: 5356.903320
	Iteration 4Q: 3 clusters Score -9079460 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -9080209.000000 Penalty: 5356.903320
	Iteration 5Q: 3 clusters Score -9080209 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -9081017.000000 Penalty: 5356.903320
	Iteration 6Q: 3 clusters Score -9081017 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -9081931.000000 Penalty: 5356.903320
	Iteration 7Q: 3 clusters Score -9081931 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -9083191.000000 Penalty: 5356.903320
	Iteration 8Q: 3 clusters Score -9083191 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -9084717.000000 Penalty: 5356.903320
	Iteration 9Q: 3 clusters Score -9084717 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -9086540.000000 Penalty: 5356.903320
	Iteration 10F: 3 clusters Score -9086540 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -9088392.000000 Penalty: 5356.903320
	Iteration 11F: 3 clusters Score -9088392 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -9089931.000000 Penalty: 5356.903320
	Iteration 12Q: 3 clusters Score -9089931 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -9091189.000000 Penalty: 5356.903320
	Iteration 13Q: 3 clusters Score -9091189 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -9092036.000000 Penalty: 5356.903320
	Iteration 14Q: 3 clusters Score -9092036 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -9092531.000000 Penalty: 5356.903320
	Iteration 15Q: 3 clusters Score -9092531 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44668 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -9092877.000000 Penalty: 5356.903320
	Iteration 16Q: 3 clusters Score -9092877 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -9092994.000000 Penalty: 5356.903320
	Iteration 17Q: 3 clusters Score -9092994 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45712 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -9093101.000000 Penalty: 5356.903320
	Iteration 18Q: 3 clusters Score -9093101 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46076 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -9093156.000000 Penalty: 5356.903320
	Iteration 19Q: 3 clusters Score -9093156 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46372 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -9093191.000000 Penalty: 5356.903320
	Iteration 20F: 3 clusters Score -9093191 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46617 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -9093205.000000 Penalty: 5356.903320
	Iteration 21Q: 3 clusters Score -9093205 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -9093210.000000 Penalty: 5356.903320
	Iteration 22Q: 3 clusters Score -9093210 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46934 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -9093188.000000 Penalty: 5356.903320
	Iteration 23Q: 3 clusters Score -9093188 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47041 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -9093187.000000 Penalty: 5356.903320
	Iteration 24Q: 3 clusters Score -9093187 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47105 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -9093165.000000 Penalty: 5356.903320
	Iteration 25Q: 3 clusters Score -9093165 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47159 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -9093173.000000 Penalty: 5356.903320
	Iteration 26Q: 3 clusters Score -9093173 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47191 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -9093164.000000 Penalty: 5356.903320
	Iteration 27Q: 3 clusters Score -9093164 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47232 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -9093167.000000 Penalty: 5356.903320
	Iteration 28Q: 3 clusters Score -9093167 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47269 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -9093181.000000 Penalty: 5356.903320
	Iteration 29Q: 3 clusters Score -9093181 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47305 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -9093172.000000 Penalty: 5356.903320
	Iteration 30Q: 3 clusters Score -9093172 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47326 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -9093173.000000 Penalty: 5356.903320
	Iteration 31Q: 3 clusters Score -9093173 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47353 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -9093172.000000 Penalty: 5356.903320
	Iteration 32Q: 3 clusters Score -9093172 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47376 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -9093155.000000 Penalty: 5356.903320
	Iteration 33Q: 3 clusters Score -9093155 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47405 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -9093151.000000 Penalty: 5356.903320
	Iteration 34Q: 3 clusters Score -9093151 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47437 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -9093144.000000 Penalty: 5356.903320
	Iteration 35Q: 3 clusters Score -9093144 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47469 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -9093132.000000 Penalty: 5356.903320
	Iteration 36Q: 3 clusters Score -9093132 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47494 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -9093133.000000 Penalty: 5356.903320
	Iteration 37Q: 3 clusters Score -9093133 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47515 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -9093135.000000 Penalty: 5356.903320
	Iteration 38Q: 3 clusters Score -9093135 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47534 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -9093137.000000 Penalty: 5356.903320
	Iteration 39Q: 3 clusters Score -9093137 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -9093160.000000 Penalty: 5356.903320
	Iteration 40F: 3 clusters Score -9093160 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47575 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -9093143.000000 Penalty: 5356.903320
	Iteration 41Q: 3 clusters Score -9093143 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47585 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -9093153.000000 Penalty: 5356.903320
	Iteration 42Q: 3 clusters Score -9093153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47591 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -9093152.000000 Penalty: 5356.903320
	Iteration 43Q: 3 clusters Score -9093152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47601 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -9093143.000000 Penalty: 5356.903320
	Iteration 44Q: 3 clusters Score -9093143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47607 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -9093141.000000 Penalty: 5356.903320
	Iteration 45Q: 3 clusters Score -9093141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47613 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -9093136.000000 Penalty: 5356.903320
	Iteration 46Q: 3 clusters Score -9093136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47618 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -9093145.000000 Penalty: 5356.903320
	Iteration 47Q: 3 clusters Score -9093145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47615 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -9093163.000000 Penalty: 5356.903320
	Iteration 48Q: 3 clusters Score -9093163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -9093160.000000 Penalty: 5356.903320
	Iteration 49Q: 3 clusters Score -9093160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -9093166.000000 Penalty: 5356.903320
	Iteration 50Q: 3 clusters Score -9093166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47618 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -9093169.000000 Penalty: 5356.903320
	Iteration 51Q: 3 clusters Score -9093169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47619 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -9093167.000000 Penalty: 5356.903320
	Iteration 52Q: 3 clusters Score -9093167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47619 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -9093167.000000 Penalty: 5356.903320
	Iteration 53F: 3 clusters Score -9093167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (48320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48320 members 
Entering Unmasked Estep 
Score: -8901778.000000 Penalty: 2674.828857
	Iteration 0F: 2 clusters Score -8901778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -8872820.000000 Penalty: 5349.657715
	Iteration 0F: 3 clusters Score -8872820 nChanged 22309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 25700 members 
Entering Unmasked Estep 
Score: -8885487.000000 Penalty: 5349.657715
	Iteration 1F: 3 clusters Score -8885487 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -8886050.000000 Penalty: 5349.657715
	Iteration 2Q: 3 clusters Score -8886050 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -8886690.000000 Penalty: 5349.657715
	Iteration 3Q: 3 clusters Score -8886690 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
Score: -8887484.000000 Penalty: 5349.657715
	Iteration 4Q: 3 clusters Score -8887484 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -8888568.000000 Penalty: 5349.657715
	Iteration 5Q: 3 clusters Score -8888568 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 33598 members 
Entering Unmasked Estep 
Score: -8890161.000000 Penalty: 5349.657715
	Iteration 6F: 3 clusters Score -8890161 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -8892557.000000 Penalty: 5349.657715
	Iteration 7F: 3 clusters Score -8892557 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -8895238.000000 Penalty: 5349.657715
	Iteration 8F: 3 clusters Score -8895238 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 43203 members 
Entering Unmasked Estep 
Score: -8897404.000000 Penalty: 5349.657715
	Iteration 9F: 3 clusters Score -8897404 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 45316 members 
Entering Unmasked Estep 
Score: -8898730.000000 Penalty: 5349.657715
	Iteration 10Q: 3 clusters Score -8898730 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 46653 members 
Entering Unmasked Estep 
Score: -8899145.000000 Penalty: 5349.657715
	Iteration 11Q: 3 clusters Score -8899145 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 47363 members 
Entering Unmasked Estep 
Score: -8899310.000000 Penalty: 5349.657715
	Iteration 12Q: 3 clusters Score -8899310 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 47705 members 
Entering Unmasked Estep 
Score: -8899420.000000 Penalty: 5349.657715
	Iteration 13Q: 3 clusters Score -8899420 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 47850 members 
Entering Unmasked Estep 
Score: -8899481.000000 Penalty: 5349.657715
	Iteration 14Q: 3 clusters Score -8899481 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 47919 members 
Entering Unmasked Estep 
Score: -8899530.000000 Penalty: 5349.657715
	Iteration 15Q: 3 clusters Score -8899530 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 47954 members 
Entering Unmasked Estep 
Score: -8899553.000000 Penalty: 5349.657715
	Iteration 16Q: 3 clusters Score -8899553 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 47973 members 
Entering Unmasked Estep 
Score: -8899582.000000 Penalty: 5349.657715
	Iteration 17Q: 3 clusters Score -8899582 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 47985 members 
Entering Unmasked Estep 
Score: -8899601.000000 Penalty: 5349.657715
	Iteration 18Q: 3 clusters Score -8899601 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 47993 members 
Entering Unmasked Estep 
Score: -8899619.000000 Penalty: 5349.657715
	Iteration 19Q: 3 clusters Score -8899619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 47992 members 
Entering Unmasked Estep 
Score: -8899623.000000 Penalty: 5349.657715
	Iteration 20F: 3 clusters Score -8899623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 47993 members 
Entering Unmasked Estep 
Score: -8899630.000000 Penalty: 5349.657715
	Iteration 21Q: 3 clusters Score -8899630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 47994 members 
Entering Unmasked Estep 
Score: -8899633.000000 Penalty: 5349.657715
	Iteration 22Q: 3 clusters Score -8899633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 47998 members 
Entering Unmasked Estep 
Score: -8899636.000000 Penalty: 5349.657715
	Iteration 23Q: 3 clusters Score -8899636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 47999 members 
Entering Unmasked Estep 
Score: -8899642.000000 Penalty: 5349.657715
	Iteration 24Q: 3 clusters Score -8899642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 48002 members 
Entering Unmasked Estep 
Score: -8899649.000000 Penalty: 5349.657715
	Iteration 25Q: 3 clusters Score -8899649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 48003 members 
Entering Unmasked Estep 
Score: -8899648.000000 Penalty: 5349.657715
	Iteration 26Q: 3 clusters Score -8899648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 48003 members 
Entering Unmasked Estep 
Score: -8899646.000000 Penalty: 5349.657715
	Iteration 27Q: 3 clusters Score -8899646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 48003 members 
Entering Unmasked Estep 
Score: -8899646.000000 Penalty: 5349.657715
	Iteration 28F: 3 clusters Score -8899646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (52982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52982 members 
Entering Unmasked Estep 
Score: -9770634.000000 Penalty: 2697.671387
	Iteration 0F: 2 clusters Score -9770634 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -9740344.000000 Penalty: 5395.342773
	Iteration 0F: 3 clusters Score -9740344 nChanged 24521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27088 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -9754107.000000 Penalty: 5395.342773
	Iteration 1F: 3 clusters Score -9754107 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -9754641.000000 Penalty: 5395.342773
	Iteration 2Q: 3 clusters Score -9754641 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -9755115.000000 Penalty: 5395.342773
	Iteration 3Q: 3 clusters Score -9755115 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -9755590.000000 Penalty: 5395.342773
	Iteration 4Q: 3 clusters Score -9755590 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -9756184.000000 Penalty: 5395.342773
	Iteration 5Q: 3 clusters Score -9756184 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -9756885.000000 Penalty: 5395.342773
	Iteration 6Q: 3 clusters Score -9756885 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -9757906.000000 Penalty: 5395.342773
	Iteration 7Q: 3 clusters Score -9757906 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -9759372.000000 Penalty: 5395.342773
	Iteration 8Q: 3 clusters Score -9759372 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -9761316.000000 Penalty: 5395.342773
	Iteration 9F: 3 clusters Score -9761316 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38237 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -9763417.000000 Penalty: 5395.342773
	Iteration 10F: 3 clusters Score -9763417 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -9765329.000000 Penalty: 5395.342773
	Iteration 11F: 3 clusters Score -9765329 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42606 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -9766890.000000 Penalty: 5395.342773
	Iteration 12Q: 3 clusters Score -9766890 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -9767727.000000 Penalty: 5395.342773
	Iteration 13Q: 3 clusters Score -9767727 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45118 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -9768124.000000 Penalty: 5395.342773
	Iteration 14Q: 3 clusters Score -9768124 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45917 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -9768417.000000 Penalty: 5395.342773
	Iteration 15Q: 3 clusters Score -9768417 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46537 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -9768593.000000 Penalty: 5395.342773
	Iteration 16Q: 3 clusters Score -9768593 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47066 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -9768758.000000 Penalty: 5395.342773
	Iteration 17Q: 3 clusters Score -9768758 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47505 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -9768927.000000 Penalty: 5395.342773
	Iteration 18Q: 3 clusters Score -9768927 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -9769049.000000 Penalty: 5395.342773
	Iteration 19Q: 3 clusters Score -9769049 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48245 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -9769125.000000 Penalty: 5395.342773
	Iteration 20F: 3 clusters Score -9769125 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48541 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -9769133.000000 Penalty: 5395.342773
	Iteration 21Q: 3 clusters Score -9769133 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48767 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -9769120.000000 Penalty: 5395.342773
	Iteration 22Q: 3 clusters Score -9769120 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48937 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -9769125.000000 Penalty: 5395.342773
	Iteration 23Q: 3 clusters Score -9769125 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49092 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -9769146.000000 Penalty: 5395.342773
	Iteration 24Q: 3 clusters Score -9769146 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49241 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -9769177.000000 Penalty: 5395.342773
	Iteration 25Q: 3 clusters Score -9769177 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49395 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -9769166.000000 Penalty: 5395.342773
	Iteration 26Q: 3 clusters Score -9769166 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49531 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -9769151.000000 Penalty: 5395.342773
	Iteration 27Q: 3 clusters Score -9769151 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49638 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -9769174.000000 Penalty: 5395.342773
	Iteration 28Q: 3 clusters Score -9769174 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49723 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -9769184.000000 Penalty: 5395.342773
	Iteration 29Q: 3 clusters Score -9769184 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49813 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -9769186.000000 Penalty: 5395.342773
	Iteration 30Q: 3 clusters Score -9769186 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49894 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -9769160.000000 Penalty: 5395.342773
	Iteration 31Q: 3 clusters Score -9769160 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49976 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -9769157.000000 Penalty: 5395.342773
	Iteration 32Q: 3 clusters Score -9769157 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50053 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -9769180.000000 Penalty: 5395.342773
	Iteration 33Q: 3 clusters Score -9769180 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50122 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -9769183.000000 Penalty: 5395.342773
	Iteration 34Q: 3 clusters Score -9769183 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50181 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -9769164.000000 Penalty: 5395.342773
	Iteration 35Q: 3 clusters Score -9769164 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50235 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -9769152.000000 Penalty: 5395.342773
	Iteration 36Q: 3 clusters Score -9769152 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50292 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -9769145.000000 Penalty: 5395.342773
	Iteration 37Q: 3 clusters Score -9769145 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50353 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -9769151.000000 Penalty: 5395.342773
	Iteration 38Q: 3 clusters Score -9769151 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50419 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -9769152.000000 Penalty: 5395.342773
	Iteration 39Q: 3 clusters Score -9769152 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50487 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -9769158.000000 Penalty: 5395.342773
	Iteration 40F: 3 clusters Score -9769158 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50538 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -9769153.000000 Penalty: 5395.342773
	Iteration 41Q: 3 clusters Score -9769153 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50586 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -9769151.000000 Penalty: 5395.342773
	Iteration 42Q: 3 clusters Score -9769151 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50627 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -9769145.000000 Penalty: 5395.342773
	Iteration 43Q: 3 clusters Score -9769145 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50659 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -9769137.000000 Penalty: 5395.342773
	Iteration 44Q: 3 clusters Score -9769137 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50695 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -9769127.000000 Penalty: 5395.342773
	Iteration 45Q: 3 clusters Score -9769127 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50723 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -9769149.000000 Penalty: 5395.342773
	Iteration 46Q: 3 clusters Score -9769149 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50748 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -9769144.000000 Penalty: 5395.342773
	Iteration 47Q: 3 clusters Score -9769144 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50769 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -9769129.000000 Penalty: 5395.342773
	Iteration 48Q: 3 clusters Score -9769129 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50794 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -9769134.000000 Penalty: 5395.342773
	Iteration 49Q: 3 clusters Score -9769134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50818 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -9769121.000000 Penalty: 5395.342773
	Iteration 50Q: 3 clusters Score -9769121 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50846 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -9769126.000000 Penalty: 5395.342773
	Iteration 51Q: 3 clusters Score -9769126 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50880 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -9769122.000000 Penalty: 5395.342773
	Iteration 52Q: 3 clusters Score -9769122 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50906 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -9769126.000000 Penalty: 5395.342773
	Iteration 53Q: 3 clusters Score -9769126 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50922 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -9769129.000000 Penalty: 5395.342773
	Iteration 54Q: 3 clusters Score -9769129 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50940 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -9769122.000000 Penalty: 5395.342773
	Iteration 55Q: 3 clusters Score -9769122 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50955 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -9769126.000000 Penalty: 5395.342773
	Iteration 56Q: 3 clusters Score -9769126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50967 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -9769128.000000 Penalty: 5395.342773
	Iteration 57Q: 3 clusters Score -9769128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50979 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -9769130.000000 Penalty: 5395.342773
	Iteration 58Q: 3 clusters Score -9769130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50992 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -9769136.000000 Penalty: 5395.342773
	Iteration 59Q: 3 clusters Score -9769136 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51007 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -9769133.000000 Penalty: 5395.342773
	Iteration 60F: 3 clusters Score -9769133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51023 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -9769144.000000 Penalty: 5395.342773
	Iteration 61Q: 3 clusters Score -9769144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51033 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -9769136.000000 Penalty: 5395.342773
	Iteration 62Q: 3 clusters Score -9769136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51039 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -9769139.000000 Penalty: 5395.342773
	Iteration 63Q: 3 clusters Score -9769139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51044 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -9769135.000000 Penalty: 5395.342773
	Iteration 64Q: 3 clusters Score -9769135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51049 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -9769136.000000 Penalty: 5395.342773
	Iteration 65Q: 3 clusters Score -9769136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51056 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -9769131.000000 Penalty: 5395.342773
	Iteration 66Q: 3 clusters Score -9769131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51066 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -9769128.000000 Penalty: 5395.342773
	Iteration 67Q: 3 clusters Score -9769128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51073 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -9769118.000000 Penalty: 5395.342773
	Iteration 68Q: 3 clusters Score -9769118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51078 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -9769125.000000 Penalty: 5395.342773
	Iteration 69Q: 3 clusters Score -9769125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51091 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -9769113.000000 Penalty: 5395.342773
	Iteration 70Q: 3 clusters Score -9769113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51102 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -9769113.000000 Penalty: 5395.342773
	Iteration 71Q: 3 clusters Score -9769113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51109 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -9769108.000000 Penalty: 5395.342773
	Iteration 72Q: 3 clusters Score -9769108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51118 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -9769107.000000 Penalty: 5395.342773
	Iteration 73Q: 3 clusters Score -9769107 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51118 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -9769105.000000 Penalty: 5395.342773
	Iteration 74Q: 3 clusters Score -9769105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51120 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -9769110.000000 Penalty: 5395.342773
	Iteration 75Q: 3 clusters Score -9769110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51126 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -9769122.000000 Penalty: 5395.342773
	Iteration 76Q: 3 clusters Score -9769122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51132 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -9769115.000000 Penalty: 5395.342773
	Iteration 77Q: 3 clusters Score -9769115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51138 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -9769117.000000 Penalty: 5395.342773
	Iteration 78Q: 3 clusters Score -9769117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51142 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -9769120.000000 Penalty: 5395.342773
	Iteration 79Q: 3 clusters Score -9769120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51145 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -9769109.000000 Penalty: 5395.342773
	Iteration 80F: 3 clusters Score -9769109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51146 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -9769112.000000 Penalty: 5395.342773
	Iteration 81Q: 3 clusters Score -9769112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51146 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -9769107.000000 Penalty: 5395.342773
	Iteration 82Q: 3 clusters Score -9769107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51146 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -9769107.000000 Penalty: 5395.342773
	Iteration 83F: 3 clusters Score -9769107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Entering Unmasked Estep 
Score: -84500.523438 Penalty: 1580.583252
	Iteration 0F: 2 clusters Score -84500.52 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 293 members 
Entering Unmasked Estep 
Score: -83050.843750 Penalty: 3161.166504
	Iteration 0F: 3 clusters Score -83050.84 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -83353.171875 Penalty: 3161.166504
	Iteration 1F: 3 clusters Score -83353.17 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -83558.296875 Penalty: 3161.166504
	Iteration 2F: 3 clusters Score -83558.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -83837.023438 Penalty: 3161.166504
	Iteration 3F: 3 clusters Score -83837.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -84025.296875 Penalty: 3161.166504
	Iteration 4Q: 3 clusters Score -84025.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -84178.046875 Penalty: 3161.166504
	Iteration 5Q: 3 clusters Score -84178.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -84310.953125 Penalty: 3161.166504
	Iteration 6Q: 3 clusters Score -84310.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -84399.726562 Penalty: 3161.166504
	Iteration 7Q: 3 clusters Score -84399.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -84445.804688 Penalty: 3161.166504
	Iteration 8Q: 3 clusters Score -84445.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -84491.898438 Penalty: 3161.166504
	Iteration 9Q: 3 clusters Score -84491.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -84535.007812 Penalty: 3161.166504
	Iteration 10Q: 3 clusters Score -84535.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -84544.437500 Penalty: 3161.166504
	Iteration 11Q: 3 clusters Score -84544.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -84553.273438 Penalty: 3161.166504
	Iteration 12Q: 3 clusters Score -84553.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -84560.125000 Penalty: 3161.166504
	Iteration 13Q: 3 clusters Score -84560.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -84567.726562 Penalty: 3161.166504
	Iteration 14Q: 3 clusters Score -84567.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -84570.320312 Penalty: 3161.166504
	Iteration 15F: 3 clusters Score -84570.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -84598.953125 Penalty: 3161.166504
	Iteration 16Q: 3 clusters Score -84598.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -84620.812500 Penalty: 3161.166504
	Iteration 17Q: 3 clusters Score -84620.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -84628.398438 Penalty: 3161.166504
	Iteration 18Q: 3 clusters Score -84628.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -84636.718750 Penalty: 3161.166504
	Iteration 19Q: 3 clusters Score -84636.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -84660.710938 Penalty: 3161.166504
	Iteration 20F: 3 clusters Score -84660.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -84676.000000 Penalty: 3161.166504
	Iteration 21Q: 3 clusters Score -84676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -84689.757812 Penalty: 3161.166504
	Iteration 22Q: 3 clusters Score -84689.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -84697.273438 Penalty: 3161.166504
	Iteration 23Q: 3 clusters Score -84697.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -84729.382812 Penalty: 3161.166504
	Iteration 24Q: 3 clusters Score -84729.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -84752.453125 Penalty: 3161.166504
	Iteration 25Q: 3 clusters Score -84752.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -84787.359375 Penalty: 3161.166504
	Iteration 26Q: 3 clusters Score -84787.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -84814.921875 Penalty: 3161.166504
	Iteration 27Q: 3 clusters Score -84814.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -84857.117188 Penalty: 3161.166504
	Iteration 28Q: 3 clusters Score -84857.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -84893.718750 Penalty: 3161.166504
	Iteration 29Q: 3 clusters Score -84893.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -84901.757812 Penalty: 3161.166504
	Iteration 30Q: 3 clusters Score -84901.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -84904.851562 Penalty: 3161.166504
	Iteration 31Q: 3 clusters Score -84904.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -84908.460938 Penalty: 3161.166504
	Iteration 32Q: 3 clusters Score -84908.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -84925.046875 Penalty: 3161.166504
	Iteration 33Q: 3 clusters Score -84925.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -84929.921875 Penalty: 3161.166504
	Iteration 34Q: 3 clusters Score -84929.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -84944.601562 Penalty: 3161.166504
	Iteration 35Q: 3 clusters Score -84944.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -84957.296875 Penalty: 3161.166504
	Iteration 36Q: 3 clusters Score -84957.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -84964.367188 Penalty: 3161.166504
	Iteration 37Q: 3 clusters Score -84964.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -84972.695312 Penalty: 3161.166504
	Iteration 38Q: 3 clusters Score -84972.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -84974.757812 Penalty: 3161.166504
	Iteration 39Q: 3 clusters Score -84974.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -84974.757812 Penalty: 3161.166504
	Iteration 40F: 3 clusters Score -84974.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 46313 members 
Mstep: Class 3 contains 7283 members 
Mstep: Class 4 contains 49031 members 
Mstep: Class 5 contains 48320 members 
Mstep: Class 6 contains 52982 members 
Mstep: Class 7 contains 315 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 42332 members 
Mstep: Class 11 contains 50124 members 
Mstep: Class 12 contains 53194 members 
Mstep: Class 13 contains 48961 members 
Mstep: Class 14 contains 47655 members 
Mstep: Class 15 contains 28415 members 
Mstep: Class 16 contains 45217 members 
Mstep: Class 17 contains 46381 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1663 members 
Mstep: Class 21 contains 43925 members 
Mstep: Class 22 contains 271 members 
Entering Unmasked Estep 
Score: -111189016.000000 Penalty: 72750.632812
Splitting cluster 7 changes total score from -111190008.000000 to -111189016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -23539.289062 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -23539.29 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 151 members 
Entering Unmasked Estep 
Score: -22454.300781 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -22454.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22617.029297 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -22617.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22686.208984 Penalty: 2838.898193
	Iteration 2Q: 3 clusters Score -22686.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22718.279297 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -22718.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -22746.285156 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -22746.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -22756.646484 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -22756.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -22767.341797 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -22767.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -22768.990234 Penalty: 2838.898193
	Iteration 7Q: 3 clusters Score -22768.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -22768.990234 Penalty: 2838.898193
	Iteration 8F: 3 clusters Score -22768.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Entering Unmasked Estep 
Score: -199476.078125 Penalty: 1773.568359
	Iteration 0F: 2 clusters Score -199476.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -197461.937500 Penalty: 3547.136719
	Iteration 0F: 3 clusters Score -197461.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -198181.968750 Penalty: 3547.136719
	Iteration 1F: 3 clusters Score -198182 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -198550.015625 Penalty: 3547.136719
	Iteration 2F: 3 clusters Score -198550 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -198750.890625 Penalty: 3547.136719
	Iteration 3F: 3 clusters Score -198750.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -198860.343750 Penalty: 3547.136719
	Iteration 4Q: 3 clusters Score -198860.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -198955.453125 Penalty: 3547.136719
	Iteration 5Q: 3 clusters Score -198955.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -199031.421875 Penalty: 3547.136719
	Iteration 6Q: 3 clusters Score -199031.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -199065.046875 Penalty: 3547.136719
	Iteration 7Q: 3 clusters Score -199065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -199091.515625 Penalty: 3547.136719
	Iteration 8Q: 3 clusters Score -199091.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -199105.562500 Penalty: 3547.136719
	Iteration 9Q: 3 clusters Score -199105.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -199120.984375 Penalty: 3547.136719
	Iteration 10Q: 3 clusters Score -199121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -199129.671875 Penalty: 3547.136719
	Iteration 11Q: 3 clusters Score -199129.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -199138.984375 Penalty: 3547.136719
	Iteration 12Q: 3 clusters Score -199139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -199143.828125 Penalty: 3547.136719
	Iteration 13Q: 3 clusters Score -199143.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -199145.109375 Penalty: 3547.136719
	Iteration 14Q: 3 clusters Score -199145.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -199146.390625 Penalty: 3547.136719
	Iteration 15F: 3 clusters Score -199146.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -199149.281250 Penalty: 3547.136719
	Iteration 16Q: 3 clusters Score -199149.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -199160.468750 Penalty: 3547.136719
	Iteration 17Q: 3 clusters Score -199160.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -199167.125000 Penalty: 3547.136719
	Iteration 18Q: 3 clusters Score -199167.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -199171.828125 Penalty: 3547.136719
	Iteration 19Q: 3 clusters Score -199171.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -199173.859375 Penalty: 3547.136719
	Iteration 20F: 3 clusters Score -199173.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -199174.375000 Penalty: 3547.136719
	Iteration 21Q: 3 clusters Score -199174.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -199180.937500 Penalty: 3547.136719
	Iteration 22Q: 3 clusters Score -199180.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -199181.984375 Penalty: 3547.136719
	Iteration 23Q: 3 clusters Score -199182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -199182.968750 Penalty: 3547.136719
	Iteration 24Q: 3 clusters Score -199183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -199182.968750 Penalty: 3547.136719
	Iteration 25F: 3 clusters Score -199183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (50124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50124 members 
Entering Unmasked Estep 
Score: -9082709.000000 Penalty: 2683.919189
	Iteration 0F: 2 clusters Score -9082709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -9051882.000000 Penalty: 5367.838379
	Iteration 0F: 3 clusters Score -9051882 nChanged 23211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 24204 members 
Entering Unmasked Estep 
Score: -9064710.000000 Penalty: 5367.838379
	Iteration 1F: 3 clusters Score -9064710 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -9065233.000000 Penalty: 5367.838379
	Iteration 2Q: 3 clusters Score -9065233 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -9065870.000000 Penalty: 5367.838379
	Iteration 3Q: 3 clusters Score -9065870 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28420 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -9066509.000000 Penalty: 5367.838379
	Iteration 4Q: 3 clusters Score -9066509 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30033 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -9067472.000000 Penalty: 5367.838379
	Iteration 5Q: 3 clusters Score -9067472 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32244 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -9068968.000000 Penalty: 5367.838379
	Iteration 6Q: 3 clusters Score -9068968 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -9071247.000000 Penalty: 5367.838379
	Iteration 7F: 3 clusters Score -9071247 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -9074018.000000 Penalty: 5367.838379
	Iteration 8F: 3 clusters Score -9074018 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41555 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -9076601.000000 Penalty: 5367.838379
	Iteration 9F: 3 clusters Score -9076601 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44192 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -9078409.000000 Penalty: 5367.838379
	Iteration 10F: 3 clusters Score -9078409 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45901 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -9079273.000000 Penalty: 5367.838379
	Iteration 11Q: 3 clusters Score -9079273 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -9079724.000000 Penalty: 5367.838379
	Iteration 12Q: 3 clusters Score -9079724 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47602 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -9079997.000000 Penalty: 5367.838379
	Iteration 13Q: 3 clusters Score -9079997 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48039 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -9080146.000000 Penalty: 5367.838379
	Iteration 14Q: 3 clusters Score -9080146 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48337 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -9080305.000000 Penalty: 5367.838379
	Iteration 15Q: 3 clusters Score -9080305 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -9080381.000000 Penalty: 5367.838379
	Iteration 16Q: 3 clusters Score -9080381 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48666 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -9080432.000000 Penalty: 5367.838379
	Iteration 17Q: 3 clusters Score -9080432 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48756 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -9080515.000000 Penalty: 5367.838379
	Iteration 18Q: 3 clusters Score -9080515 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48840 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -9080526.000000 Penalty: 5367.838379
	Iteration 19Q: 3 clusters Score -9080526 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48907 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -9080572.000000 Penalty: 5367.838379
	Iteration 20F: 3 clusters Score -9080572 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48970 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -9080606.000000 Penalty: 5367.838379
	Iteration 21Q: 3 clusters Score -9080606 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49024 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -9080600.000000 Penalty: 5367.838379
	Iteration 22Q: 3 clusters Score -9080600 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49067 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -9080624.000000 Penalty: 5367.838379
	Iteration 23Q: 3 clusters Score -9080624 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49093 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -9080645.000000 Penalty: 5367.838379
	Iteration 24Q: 3 clusters Score -9080645 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49116 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -9080654.000000 Penalty: 5367.838379
	Iteration 25Q: 3 clusters Score -9080654 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49147 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -9080667.000000 Penalty: 5367.838379
	Iteration 26Q: 3 clusters Score -9080667 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49170 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -9080670.000000 Penalty: 5367.838379
	Iteration 27Q: 3 clusters Score -9080670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49190 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -9080684.000000 Penalty: 5367.838379
	Iteration 28Q: 3 clusters Score -9080684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49207 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -9080678.000000 Penalty: 5367.838379
	Iteration 29Q: 3 clusters Score -9080678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49219 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -9080682.000000 Penalty: 5367.838379
	Iteration 30Q: 3 clusters Score -9080682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49226 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -9080683.000000 Penalty: 5367.838379
	Iteration 31Q: 3 clusters Score -9080683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49233 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -9080695.000000 Penalty: 5367.838379
	Iteration 32Q: 3 clusters Score -9080695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49237 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -9080704.000000 Penalty: 5367.838379
	Iteration 33Q: 3 clusters Score -9080704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49242 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -9080699.000000 Penalty: 5367.838379
	Iteration 34Q: 3 clusters Score -9080699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49245 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -9080698.000000 Penalty: 5367.838379
	Iteration 35Q: 3 clusters Score -9080698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49244 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -9080699.000000 Penalty: 5367.838379
	Iteration 36Q: 3 clusters Score -9080699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49245 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -9080702.000000 Penalty: 5367.838379
	Iteration 37Q: 3 clusters Score -9080702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49245 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -9080702.000000 Penalty: 5367.838379
	Iteration 38F: 3 clusters Score -9080702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (53194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53194 members 
Entering Unmasked Estep 
Score: -9784343.000000 Penalty: 2698.661621
	Iteration 0F: 2 clusters Score -9784343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -9753037.000000 Penalty: 5397.323242
	Iteration 0F: 3 clusters Score -9753037 nChanged 24662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -9766784.000000 Penalty: 5397.323242
	Iteration 1F: 3 clusters Score -9766784 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -9767273.000000 Penalty: 5397.323242
	Iteration 2Q: 3 clusters Score -9767273 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -9767757.000000 Penalty: 5397.323242
	Iteration 3Q: 3 clusters Score -9767757 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -9768200.000000 Penalty: 5397.323242
	Iteration 4Q: 3 clusters Score -9768200 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -9768809.000000 Penalty: 5397.323242
	Iteration 5Q: 3 clusters Score -9768809 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 21717 members 
Entering Unmasked Estep 
Score: -9769515.000000 Penalty: 5397.323242
	Iteration 6Q: 3 clusters Score -9769515 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33566 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -9770684.000000 Penalty: 5397.323242
	Iteration 7Q: 3 clusters Score -9770684 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -9772441.000000 Penalty: 5397.323242
	Iteration 8F: 3 clusters Score -9772441 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -9774764.000000 Penalty: 5397.323242
	Iteration 9F: 3 clusters Score -9774764 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43080 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -9777541.000000 Penalty: 5397.323242
	Iteration 10F: 3 clusters Score -9777541 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46252 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -9779493.000000 Penalty: 5397.323242
	Iteration 11F: 3 clusters Score -9779493 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48558 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -9780412.000000 Penalty: 5397.323242
	Iteration 12Q: 3 clusters Score -9780412 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50067 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -9780951.000000 Penalty: 5397.323242
	Iteration 13Q: 3 clusters Score -9780951 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51067 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -9781328.000000 Penalty: 5397.323242
	Iteration 14Q: 3 clusters Score -9781328 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51656 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -9781551.000000 Penalty: 5397.323242
	Iteration 15Q: 3 clusters Score -9781551 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52030 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -9781690.000000 Penalty: 5397.323242
	Iteration 16Q: 3 clusters Score -9781690 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52270 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -9781845.000000 Penalty: 5397.323242
	Iteration 17Q: 3 clusters Score -9781845 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52428 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -9781945.000000 Penalty: 5397.323242
	Iteration 18Q: 3 clusters Score -9781945 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52540 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -9782016.000000 Penalty: 5397.323242
	Iteration 19Q: 3 clusters Score -9782016 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52611 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -9782085.000000 Penalty: 5397.323242
	Iteration 20F: 3 clusters Score -9782085 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52666 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -9782105.000000 Penalty: 5397.323242
	Iteration 21Q: 3 clusters Score -9782105 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52698 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -9782137.000000 Penalty: 5397.323242
	Iteration 22Q: 3 clusters Score -9782137 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52719 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -9782148.000000 Penalty: 5397.323242
	Iteration 23Q: 3 clusters Score -9782148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52735 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -9782142.000000 Penalty: 5397.323242
	Iteration 24Q: 3 clusters Score -9782142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52745 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9782143.000000 Penalty: 5397.323242
	Iteration 25Q: 3 clusters Score -9782143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52751 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -9782144.000000 Penalty: 5397.323242
	Iteration 26Q: 3 clusters Score -9782144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52755 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -9782159.000000 Penalty: 5397.323242
	Iteration 27Q: 3 clusters Score -9782159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52759 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -9782154.000000 Penalty: 5397.323242
	Iteration 28Q: 3 clusters Score -9782154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52761 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9782157.000000 Penalty: 5397.323242
	Iteration 29Q: 3 clusters Score -9782157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52761 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9782157.000000 Penalty: 5397.323242
	Iteration 30F: 3 clusters Score -9782157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48961 members 
Entering Unmasked Estep 
Score: -9021455.000000 Penalty: 2678.097412
	Iteration 0F: 2 clusters Score -9021455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -8993299.000000 Penalty: 5356.194824
	Iteration 0F: 3 clusters Score -8993299 nChanged 22542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -9005660.000000 Penalty: 5356.194824
	Iteration 1F: 3 clusters Score -9005660 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26182 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -9006317.000000 Penalty: 5356.194824
	Iteration 2Q: 3 clusters Score -9006317 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -9006983.000000 Penalty: 5356.194824
	Iteration 3Q: 3 clusters Score -9006983 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -9007933.000000 Penalty: 5356.194824
	Iteration 4Q: 3 clusters Score -9007933 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -9009074.000000 Penalty: 5356.194824
	Iteration 5Q: 3 clusters Score -9009074 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -9010563.000000 Penalty: 5356.194824
	Iteration 6F: 3 clusters Score -9010563 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -9012597.000000 Penalty: 5356.194824
	Iteration 7F: 3 clusters Score -9012597 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37389 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -9014857.000000 Penalty: 5356.194824
	Iteration 8F: 3 clusters Score -9014857 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -9016801.000000 Penalty: 5356.194824
	Iteration 9F: 3 clusters Score -9016801 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -9018213.000000 Penalty: 5356.194824
	Iteration 10F: 3 clusters Score -9018213 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -9018825.000000 Penalty: 5356.194824
	Iteration 11Q: 3 clusters Score -9018825 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45402 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -9019060.000000 Penalty: 5356.194824
	Iteration 12Q: 3 clusters Score -9019060 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46130 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -9019217.000000 Penalty: 5356.194824
	Iteration 13Q: 3 clusters Score -9019217 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46598 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -9019284.000000 Penalty: 5356.194824
	Iteration 14Q: 3 clusters Score -9019284 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -9019395.000000 Penalty: 5356.194824
	Iteration 15Q: 3 clusters Score -9019395 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -9019426.000000 Penalty: 5356.194824
	Iteration 16Q: 3 clusters Score -9019426 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47349 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -9019476.000000 Penalty: 5356.194824
	Iteration 17Q: 3 clusters Score -9019476 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47466 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -9019507.000000 Penalty: 5356.194824
	Iteration 18Q: 3 clusters Score -9019507 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47565 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -9019558.000000 Penalty: 5356.194824
	Iteration 19Q: 3 clusters Score -9019558 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47646 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -9019596.000000 Penalty: 5356.194824
	Iteration 20F: 3 clusters Score -9019596 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -9019600.000000 Penalty: 5356.194824
	Iteration 21Q: 3 clusters Score -9019600 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47744 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -9019597.000000 Penalty: 5356.194824
	Iteration 22Q: 3 clusters Score -9019597 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47778 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -9019601.000000 Penalty: 5356.194824
	Iteration 23Q: 3 clusters Score -9019601 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47806 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -9019623.000000 Penalty: 5356.194824
	Iteration 24Q: 3 clusters Score -9019623 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47828 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -9019647.000000 Penalty: 5356.194824
	Iteration 25Q: 3 clusters Score -9019647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47843 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -9019642.000000 Penalty: 5356.194824
	Iteration 26Q: 3 clusters Score -9019642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47860 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -9019630.000000 Penalty: 5356.194824
	Iteration 27Q: 3 clusters Score -9019630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47878 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -9019631.000000 Penalty: 5356.194824
	Iteration 28Q: 3 clusters Score -9019631 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47892 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -9019639.000000 Penalty: 5356.194824
	Iteration 29Q: 3 clusters Score -9019639 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47902 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -9019641.000000 Penalty: 5356.194824
	Iteration 30Q: 3 clusters Score -9019641 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -9019635.000000 Penalty: 5356.194824
	Iteration 31Q: 3 clusters Score -9019635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47921 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -9019637.000000 Penalty: 5356.194824
	Iteration 32Q: 3 clusters Score -9019637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47924 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -9019637.000000 Penalty: 5356.194824
	Iteration 33Q: 3 clusters Score -9019637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47930 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -9019633.000000 Penalty: 5356.194824
	Iteration 34Q: 3 clusters Score -9019633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47940 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -9019632.000000 Penalty: 5356.194824
	Iteration 35Q: 3 clusters Score -9019632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47945 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -9019638.000000 Penalty: 5356.194824
	Iteration 36Q: 3 clusters Score -9019638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47947 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -9019632.000000 Penalty: 5356.194824
	Iteration 37Q: 3 clusters Score -9019632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47953 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -9019648.000000 Penalty: 5356.194824
	Iteration 38Q: 3 clusters Score -9019648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47958 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -9019646.000000 Penalty: 5356.194824
	Iteration 39Q: 3 clusters Score -9019646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47963 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -9019663.000000 Penalty: 5356.194824
	Iteration 40F: 3 clusters Score -9019663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47967 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -9019663.000000 Penalty: 5356.194824
	Iteration 41Q: 3 clusters Score -9019663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47970 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -9019653.000000 Penalty: 5356.194824
	Iteration 42Q: 3 clusters Score -9019653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47973 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -9019669.000000 Penalty: 5356.194824
	Iteration 43Q: 3 clusters Score -9019669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47975 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -9019654.000000 Penalty: 5356.194824
	Iteration 44Q: 3 clusters Score -9019654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47975 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -9019659.000000 Penalty: 5356.194824
	Iteration 45Q: 3 clusters Score -9019659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47975 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -9019659.000000 Penalty: 5356.194824
	Iteration 46F: 3 clusters Score -9019659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (47655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47655 members 
Entering Unmasked Estep 
Score: -8674416.000000 Penalty: 2671.392334
	Iteration 0F: 2 clusters Score -8674416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -8643641.000000 Penalty: 5342.784668
	Iteration 0F: 3 clusters Score -8643641 nChanged 21946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -8655711.000000 Penalty: 5342.784668
	Iteration 1F: 3 clusters Score -8655711 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -8656106.000000 Penalty: 5342.784668
	Iteration 2Q: 3 clusters Score -8656106 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -8656491.000000 Penalty: 5342.784668
	Iteration 3Q: 3 clusters Score -8656491 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -8656877.000000 Penalty: 5342.784668
	Iteration 4Q: 3 clusters Score -8656877 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -8657359.000000 Penalty: 5342.784668
	Iteration 5Q: 3 clusters Score -8657359 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23465 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -8657970.000000 Penalty: 5342.784668
	Iteration 6Q: 3 clusters Score -8657970 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 24227 members 
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Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 24327 members 
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Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 25510 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
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	Iteration 12F: 3 clusters Score -8666182 nChanged 2533
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Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 27965 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8668729 nChanged 933
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Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 29472 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8669394 nChanged 868
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Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8669751 nChanged 853
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Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15024 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 33395 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 34782 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8671614 nChanged 647
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Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 37957 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8672414 nChanged 431
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Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 38790 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 39482 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 39768 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 40272 members 
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Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 40759 members 
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Mstep: Class 1 contains 6665 members 
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Mstep: Class 1 contains 6401 members 
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Mstep: Class 1 contains 6148 members 
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Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 41761 members 
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Mstep: Class 1 contains 5665 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 42411 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5043 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 1905 members 
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	Iteration 68Q: 3 clusters Score -8673427 nChanged 57
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Mstep: Class 1 contains 1746 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8673404 nChanged 47
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	Iteration 71Q: 3 clusters Score -8673402 nChanged 47
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8673378 nChanged 46
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	Iteration 74Q: 3 clusters Score -8673344 nChanged 37
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	Iteration 75Q: 3 clusters Score -8673338 nChanged 36
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	Iteration 76Q: 3 clusters Score -8673320 nChanged 30
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	Iteration 77Q: 3 clusters Score -8673329 nChanged 25
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	Iteration 78Q: 3 clusters Score -8673333 nChanged 17
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	Iteration 79Q: 3 clusters Score -8673329 nChanged 16
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	Iteration 80F: 3 clusters Score -8673335 nChanged 8
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	Iteration 81Q: 3 clusters Score -8673330 nChanged 13
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	Iteration 82Q: 3 clusters Score -8673334 nChanged 15
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	Iteration 83Q: 3 clusters Score -8673319 nChanged 10
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	Iteration 84Q: 3 clusters Score -8673307 nChanged 13
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	Iteration 85Q: 3 clusters Score -8673314 nChanged 9
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	Iteration 86Q: 3 clusters Score -8673316 nChanged 10
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	Iteration 87Q: 3 clusters Score -8673309 nChanged 11
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	Iteration 88Q: 3 clusters Score -8673300 nChanged 10
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	Iteration 89Q: 3 clusters Score -8673308 nChanged 8
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	Iteration 90Q: 3 clusters Score -8673304 nChanged 13
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	Iteration 91Q: 3 clusters Score -8673306 nChanged 10
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	Iteration 92Q: 3 clusters Score -8673320 nChanged 7
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	Iteration 93Q: 3 clusters Score -8673301 nChanged 5
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	Iteration 94Q: 3 clusters Score -8673309 nChanged 4
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	Iteration 95Q: 3 clusters Score -8673300 nChanged 8
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	Iteration 96Q: 3 clusters Score -8673295 nChanged 5
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	Iteration 97Q: 3 clusters Score -8673290 nChanged 8
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	Iteration 98Q: 3 clusters Score -8673294 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 46454 members 
Entering Unmasked Estep 
Score: -8673297.000000 Penalty: 5342.784668
	Iteration 99Q: 3 clusters Score -8673297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 46463 members 
Entering Unmasked Estep 
Score: -8673302.000000 Penalty: 5342.784668
	Iteration 100F: 3 clusters Score -8673302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 46473 members 
Entering Unmasked Estep 
Score: -8673288.000000 Penalty: 5342.784668
	Iteration 101Q: 3 clusters Score -8673288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -8673284.000000 Penalty: 5342.784668
	Iteration 102Q: 3 clusters Score -8673284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 46481 members 
Entering Unmasked Estep 
Score: -8673287.000000 Penalty: 5342.784668
	Iteration 103Q: 3 clusters Score -8673287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 46484 members 
Entering Unmasked Estep 
Score: -8673292.000000 Penalty: 5342.784668
	Iteration 104Q: 3 clusters Score -8673292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 46489 members 
Entering Unmasked Estep 
Score: -8673284.000000 Penalty: 5342.784668
	Iteration 105Q: 3 clusters Score -8673284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 46492 members 
Entering Unmasked Estep 
Score: -8673282.000000 Penalty: 5342.784668
	Iteration 106Q: 3 clusters Score -8673282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 46494 members 
Entering Unmasked Estep 
Score: -8673282.000000 Penalty: 5342.784668
	Iteration 107Q: 3 clusters Score -8673282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
Score: -8673283.000000 Penalty: 5342.784668
	Iteration 108Q: 3 clusters Score -8673283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -8673277.000000 Penalty: 5342.784668
	Iteration 109Q: 3 clusters Score -8673277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -8673277.000000 Penalty: 5342.784668
	Iteration 110F: 3 clusters Score -8673277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (28415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Entering Unmasked Estep 
Score: -5051235.500000 Penalty: 2543.158691
	Iteration 0F: 2 clusters Score -5051236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -5031682.000000 Penalty: 5086.317383
	Iteration 0F: 3 clusters Score -5031682 nChanged 12809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -5038671.000000 Penalty: 5086.317383
	Iteration 1F: 3 clusters Score -5038671 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -5039121.000000 Penalty: 5086.317383
	Iteration 2Q: 3 clusters Score -5039121 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -5039499.000000 Penalty: 5086.317383
	Iteration 3Q: 3 clusters Score -5039499 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -5039907.000000 Penalty: 5086.317383
	Iteration 4Q: 3 clusters Score -5039907 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -5040340.000000 Penalty: 5086.317383
	Iteration 5Q: 3 clusters Score -5040340 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -5040942.500000 Penalty: 5086.317383
	Iteration 6Q: 3 clusters Score -5040942 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -5041826.000000 Penalty: 5086.317383
	Iteration 7F: 3 clusters Score -5041826 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -5043012.500000 Penalty: 5086.317383
	Iteration 8F: 3 clusters Score -5043012 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -5044614.500000 Penalty: 5086.317383
	Iteration 9F: 3 clusters Score -5044614 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25549 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -5046303.000000 Penalty: 5086.317383
	Iteration 10F: 3 clusters Score -5046303 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -5047586.500000 Penalty: 5086.317383
	Iteration 11Q: 3 clusters Score -5047586 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5048267.000000 Penalty: 5086.317383
	Iteration 12Q: 3 clusters Score -5048267 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5048617.500000 Penalty: 5086.317383
	Iteration 13Q: 3 clusters Score -5048618 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -5048784.000000 Penalty: 5086.317383
	Iteration 14Q: 3 clusters Score -5048784 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5048880.000000 Penalty: 5086.317383
	Iteration 15Q: 3 clusters Score -5048880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28165 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5048926.000000 Penalty: 5086.317383
	Iteration 16Q: 3 clusters Score -5048926 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5048968.000000 Penalty: 5086.317383
	Iteration 17Q: 3 clusters Score -5048968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5048986.500000 Penalty: 5086.317383
	Iteration 18Q: 3 clusters Score -5048986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5049001.500000 Penalty: 5086.317383
	Iteration 19Q: 3 clusters Score -5049002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5049013.500000 Penalty: 5086.317383
	Iteration 20F: 3 clusters Score -5049014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5049023.000000 Penalty: 5086.317383
	Iteration 21Q: 3 clusters Score -5049023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -5049027.000000 Penalty: 5086.317383
	Iteration 22Q: 3 clusters Score -5049027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -5049029.000000 Penalty: 5086.317383
	Iteration 23Q: 3 clusters Score -5049029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5049034.500000 Penalty: 5086.317383
	Iteration 24Q: 3 clusters Score -5049034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5049034.500000 Penalty: 5086.317383
	Iteration 25F: 3 clusters Score -5049034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45217 members 
Entering Unmasked Estep 
Score: -8255210.000000 Penalty: 2658.368652
	Iteration 0F: 2 clusters Score -8255210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -8226192.500000 Penalty: 5316.737305
	Iteration 0F: 3 clusters Score -8226192 nChanged 20734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -8237658.000000 Penalty: 5316.737305
	Iteration 1F: 3 clusters Score -8237658 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -8238862.000000 Penalty: 5316.737305
	Iteration 2F: 3 clusters Score -8238862 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -8240374.000000 Penalty: 5316.737305
	Iteration 3F: 3 clusters Score -8240374 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -8242305.500000 Penalty: 5316.737305
	Iteration 4F: 3 clusters Score -8242306 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -8244700.000000 Penalty: 5316.737305
	Iteration 5F: 3 clusters Score -8244700 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29840 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -8247391.000000 Penalty: 5316.737305
	Iteration 6F: 3 clusters Score -8247391 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -8250167.500000 Penalty: 5316.737305
	Iteration 7F: 3 clusters Score -8250168 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -8252456.000000 Penalty: 5316.737305
	Iteration 8F: 3 clusters Score -8252456 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -8253667.500000 Penalty: 5316.737305
	Iteration 9Q: 3 clusters Score -8253668 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35876 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -8254077.500000 Penalty: 5316.737305
	Iteration 10Q: 3 clusters Score -8254078 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -8254356.000000 Penalty: 5316.737305
	Iteration 11Q: 3 clusters Score -8254356 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37098 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -8254533.000000 Penalty: 5316.737305
	Iteration 12Q: 3 clusters Score -8254533 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -8254692.500000 Penalty: 5316.737305
	Iteration 13Q: 3 clusters Score -8254692 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -8254824.000000 Penalty: 5316.737305
	Iteration 14Q: 3 clusters Score -8254824 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -8254936.500000 Penalty: 5316.737305
	Iteration 15Q: 3 clusters Score -8254936 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -8255008.500000 Penalty: 5316.737305
	Iteration 16Q: 3 clusters Score -8255008 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -8255087.000000 Penalty: 5316.737305
	Iteration 17Q: 3 clusters Score -8255087 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -8255172.000000 Penalty: 5316.737305
	Iteration 18Q: 3 clusters Score -8255172 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -8255202.000000 Penalty: 5316.737305
	Iteration 19Q: 3 clusters Score -8255202 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -8255228.500000 Penalty: 5316.737305
	Iteration 20F: 3 clusters Score -8255228 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -8255267.500000 Penalty: 5316.737305
	Iteration 21Q: 3 clusters Score -8255268 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41122 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -8255296.000000 Penalty: 5316.737305
	Iteration 22Q: 3 clusters Score -8255296 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -8255292.500000 Penalty: 5316.737305
	Iteration 23Q: 3 clusters Score -8255292 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -8255290.000000 Penalty: 5316.737305
	Iteration 24Q: 3 clusters Score -8255290 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41689 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -8255279.000000 Penalty: 5316.737305
	Iteration 25Q: 3 clusters Score -8255279 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -8255306.000000 Penalty: 5316.737305
	Iteration 26Q: 3 clusters Score -8255306 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -8255316.500000 Penalty: 5316.737305
	Iteration 27Q: 3 clusters Score -8255316 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -8255311.000000 Penalty: 5316.737305
	Iteration 28Q: 3 clusters Score -8255311 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -8255340.000000 Penalty: 5316.737305
	Iteration 29Q: 3 clusters Score -8255340 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -8255329.500000 Penalty: 5316.737305
	Iteration 30Q: 3 clusters Score -8255330 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -8255319.000000 Penalty: 5316.737305
	Iteration 31Q: 3 clusters Score -8255319 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42322 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -8255308.000000 Penalty: 5316.737305
	Iteration 32Q: 3 clusters Score -8255308 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -8255325.000000 Penalty: 5316.737305
	Iteration 33Q: 3 clusters Score -8255325 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -8255319.000000 Penalty: 5316.737305
	Iteration 34Q: 3 clusters Score -8255319 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -8255320.000000 Penalty: 5316.737305
	Iteration 35Q: 3 clusters Score -8255320 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -8255310.500000 Penalty: 5316.737305
	Iteration 36Q: 3 clusters Score -8255310 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42546 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -8255291.000000 Penalty: 5316.737305
	Iteration 37Q: 3 clusters Score -8255291 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42587 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -8255318.500000 Penalty: 5316.737305
	Iteration 38Q: 3 clusters Score -8255318 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -8255316.000000 Penalty: 5316.737305
	Iteration 39Q: 3 clusters Score -8255316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -8255317.000000 Penalty: 5316.737305
	Iteration 40F: 3 clusters Score -8255317 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -8255316.000000 Penalty: 5316.737305
	Iteration 41Q: 3 clusters Score -8255316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42695 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -8255313.000000 Penalty: 5316.737305
	Iteration 42Q: 3 clusters Score -8255313 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -8255312.500000 Penalty: 5316.737305
	Iteration 43Q: 3 clusters Score -8255312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -8255314.000000 Penalty: 5316.737305
	Iteration 44Q: 3 clusters Score -8255314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42746 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -8255315.500000 Penalty: 5316.737305
	Iteration 45Q: 3 clusters Score -8255316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -8255291.500000 Penalty: 5316.737305
	Iteration 46Q: 3 clusters Score -8255292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -8255306.000000 Penalty: 5316.737305
	Iteration 47Q: 3 clusters Score -8255306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -8255308.000000 Penalty: 5316.737305
	Iteration 48Q: 3 clusters Score -8255308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -8255310.500000 Penalty: 5316.737305
	Iteration 49Q: 3 clusters Score -8255310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -8255296.500000 Penalty: 5316.737305
	Iteration 50Q: 3 clusters Score -8255296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -8255298.000000 Penalty: 5316.737305
	Iteration 51Q: 3 clusters Score -8255298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42814 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -8255311.500000 Penalty: 5316.737305
	Iteration 52Q: 3 clusters Score -8255312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42823 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -8255312.000000 Penalty: 5316.737305
	Iteration 53Q: 3 clusters Score -8255312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42829 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -8255309.500000 Penalty: 5316.737305
	Iteration 54Q: 3 clusters Score -8255310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -8255303.000000 Penalty: 5316.737305
	Iteration 55Q: 3 clusters Score -8255303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -8255305.000000 Penalty: 5316.737305
	Iteration 56Q: 3 clusters Score -8255305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42841 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -8255302.000000 Penalty: 5316.737305
	Iteration 57Q: 3 clusters Score -8255302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42844 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -8255303.500000 Penalty: 5316.737305
	Iteration 58Q: 3 clusters Score -8255304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -8255308.500000 Penalty: 5316.737305
	Iteration 59Q: 3 clusters Score -8255308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42852 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -8255313.500000 Penalty: 5316.737305
	Iteration 60F: 3 clusters Score -8255314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 46313 members 
Mstep: Class 3 contains 7283 members 
Mstep: Class 4 contains 49031 members 
Mstep: Class 5 contains 48320 members 
Mstep: Class 6 contains 52982 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 42332 members 
Mstep: Class 11 contains 50124 members 
Mstep: Class 12 contains 53194 members 
Mstep: Class 13 contains 48961 members 
Mstep: Class 14 contains 47655 members 
Mstep: Class 15 contains 28415 members 
Mstep: Class 16 contains 42852 members 
Mstep: Class 17 contains 46381 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1663 members 
Mstep: Class 21 contains 43925 members 
Mstep: Class 22 contains 2365 members 
Entering Unmasked Estep 
Score: -111189488.000000 Penalty: 72750.632812
Splitting cluster 16 changes total score from -111190008.000000 to -111189488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (46381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46381 members 
Entering Unmasked Estep 
Score: -8467772.000000 Penalty: 2664.671875
	Iteration 0F: 2 clusters Score -8467772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -8437707.000000 Penalty: 5329.343750
	Iteration 0F: 3 clusters Score -8437707 nChanged 21485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -8449663.000000 Penalty: 5329.343750
	Iteration 1F: 3 clusters Score -8449663 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -8450540.000000 Penalty: 5329.343750
	Iteration 2Q: 3 clusters Score -8450540 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -8451859.000000 Penalty: 5329.343750
	Iteration 3Q: 3 clusters Score -8451859 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -8453945.000000 Penalty: 5329.343750
	Iteration 4F: 3 clusters Score -8453945 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -8456910.000000 Penalty: 5329.343750
	Iteration 5F: 3 clusters Score -8456910 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -8460266.000000 Penalty: 5329.343750
	Iteration 6F: 3 clusters Score -8460266 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -8463879.000000 Penalty: 5329.343750
	Iteration 7F: 3 clusters Score -8463879 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -8466536.000000 Penalty: 5329.343750
	Iteration 8F: 3 clusters Score -8466536 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -8467698.000000 Penalty: 5329.343750
	Iteration 9Q: 3 clusters Score -8467698 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -8467975.000000 Penalty: 5329.343750
	Iteration 10Q: 3 clusters Score -8467975 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -8468085.000000 Penalty: 5329.343750
	Iteration 11Q: 3 clusters Score -8468085 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -8468159.000000 Penalty: 5329.343750
	Iteration 12Q: 3 clusters Score -8468159 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -8468219.000000 Penalty: 5329.343750
	Iteration 13Q: 3 clusters Score -8468219 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -8468232.000000 Penalty: 5329.343750
	Iteration 14Q: 3 clusters Score -8468232 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -8468254.000000 Penalty: 5329.343750
	Iteration 15Q: 3 clusters Score -8468254 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -8468288.000000 Penalty: 5329.343750
	Iteration 16Q: 3 clusters Score -8468288 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -8468318.000000 Penalty: 5329.343750
	Iteration 17Q: 3 clusters Score -8468318 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -8468339.000000 Penalty: 5329.343750
	Iteration 18Q: 3 clusters Score -8468339 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37764 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -8468352.000000 Penalty: 5329.343750
	Iteration 19Q: 3 clusters Score -8468352 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -8468370.000000 Penalty: 5329.343750
	Iteration 20F: 3 clusters Score -8468370 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -8468384.000000 Penalty: 5329.343750
	Iteration 21Q: 3 clusters Score -8468384 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -8468391.000000 Penalty: 5329.343750
	Iteration 22Q: 3 clusters Score -8468391 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -8468386.000000 Penalty: 5329.343750
	Iteration 23Q: 3 clusters Score -8468386 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -8468429.000000 Penalty: 5329.343750
	Iteration 24Q: 3 clusters Score -8468429 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -8468456.000000 Penalty: 5329.343750
	Iteration 25Q: 3 clusters Score -8468456 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -8468475.000000 Penalty: 5329.343750
	Iteration 26Q: 3 clusters Score -8468475 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38953 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -8468471.000000 Penalty: 5329.343750
	Iteration 27Q: 3 clusters Score -8468471 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39070 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -8468485.000000 Penalty: 5329.343750
	Iteration 28Q: 3 clusters Score -8468485 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -8468517.000000 Penalty: 5329.343750
	Iteration 29Q: 3 clusters Score -8468517 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -8468524.000000 Penalty: 5329.343750
	Iteration 30Q: 3 clusters Score -8468524 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -8468524.000000 Penalty: 5329.343750
	Iteration 31Q: 3 clusters Score -8468524 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -8468533.000000 Penalty: 5329.343750
	Iteration 32Q: 3 clusters Score -8468533 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -8468542.000000 Penalty: 5329.343750
	Iteration 33Q: 3 clusters Score -8468542 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -8468533.000000 Penalty: 5329.343750
	Iteration 34Q: 3 clusters Score -8468533 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -8468543.000000 Penalty: 5329.343750
	Iteration 35Q: 3 clusters Score -8468543 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -8468552.000000 Penalty: 5329.343750
	Iteration 36Q: 3 clusters Score -8468552 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -8468554.000000 Penalty: 5329.343750
	Iteration 37Q: 3 clusters Score -8468554 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -8468554.000000 Penalty: 5329.343750
	Iteration 38Q: 3 clusters Score -8468554 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -8468535.000000 Penalty: 5329.343750
	Iteration 39Q: 3 clusters Score -8468535 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -8468521.000000 Penalty: 5329.343750
	Iteration 40F: 3 clusters Score -8468521 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -8468529.000000 Penalty: 5329.343750
	Iteration 41Q: 3 clusters Score -8468529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39771 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -8468540.000000 Penalty: 5329.343750
	Iteration 42Q: 3 clusters Score -8468540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39784 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -8468529.000000 Penalty: 5329.343750
	Iteration 43Q: 3 clusters Score -8468529 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -8468535.000000 Penalty: 5329.343750
	Iteration 44Q: 3 clusters Score -8468535 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -8468540.000000 Penalty: 5329.343750
	Iteration 45Q: 3 clusters Score -8468540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -8468548.000000 Penalty: 5329.343750
	Iteration 46Q: 3 clusters Score -8468548 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -8468558.000000 Penalty: 5329.343750
	Iteration 47Q: 3 clusters Score -8468558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -8468555.000000 Penalty: 5329.343750
	Iteration 48Q: 3 clusters Score -8468555 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -8468565.000000 Penalty: 5329.343750
	Iteration 49Q: 3 clusters Score -8468565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39902 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -8468565.000000 Penalty: 5329.343750
	Iteration 50Q: 3 clusters Score -8468565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -8468564.000000 Penalty: 5329.343750
	Iteration 51Q: 3 clusters Score -8468564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -8468566.000000 Penalty: 5329.343750
	Iteration 52Q: 3 clusters Score -8468566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -8468556.000000 Penalty: 5329.343750
	Iteration 53Q: 3 clusters Score -8468556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -8468564.000000 Penalty: 5329.343750
	Iteration 54Q: 3 clusters Score -8468564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -8468568.000000 Penalty: 5329.343750
	Iteration 55Q: 3 clusters Score -8468568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -8468567.000000 Penalty: 5329.343750
	Iteration 56Q: 3 clusters Score -8468567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -8468567.000000 Penalty: 5329.343750
	Iteration 57F: 3 clusters Score -8468567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 46313 members 
Mstep: Class 3 contains 7283 members 
Mstep: Class 4 contains 49031 members 
Mstep: Class 5 contains 48320 members 
Mstep: Class 6 contains 52982 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 42332 members 
Mstep: Class 11 contains 50124 members 
Mstep: Class 12 contains 53194 members 
Mstep: Class 13 contains 48961 members 
Mstep: Class 14 contains 47655 members 
Mstep: Class 15 contains 28415 members 
Mstep: Class 16 contains 45217 members 
Mstep: Class 17 contains 39928 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1663 members 
Mstep: Class 21 contains 43925 members 
Mstep: Class 22 contains 6453 members 
Entering Unmasked Estep 
Score: -111190128.000000 Penalty: 72750.632812
Splitting cluster 17 changes total score from -111190008.000000 to -111190128.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 18 (784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Entering Unmasked Estep 
Score: -100904.148438 Penalty: 1652.773438
	Iteration 0F: 2 clusters Score -100904.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -99341.492188 Penalty: 3305.546875
	Iteration 0F: 3 clusters Score -99341.49 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -100057.359375 Penalty: 3305.546875
	Iteration 1F: 3 clusters Score -100057.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -100373.585938 Penalty: 3305.546875
	Iteration 2F: 3 clusters Score -100373.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -100641.414062 Penalty: 3305.546875
	Iteration 3F: 3 clusters Score -100641.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -100747.062500 Penalty: 3305.546875
	Iteration 4Q: 3 clusters Score -100747.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -100785.937500 Penalty: 3305.546875
	Iteration 5Q: 3 clusters Score -100785.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -100811.992188 Penalty: 3305.546875
	Iteration 6Q: 3 clusters Score -100812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -100845.367188 Penalty: 3305.546875
	Iteration 7Q: 3 clusters Score -100845.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -100855.726562 Penalty: 3305.546875
	Iteration 8Q: 3 clusters Score -100855.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -100864.187500 Penalty: 3305.546875
	Iteration 9Q: 3 clusters Score -100864.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -100872.367188 Penalty: 3305.546875
	Iteration 10Q: 3 clusters Score -100872.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -100887.164062 Penalty: 3305.546875
	Iteration 11Q: 3 clusters Score -100887.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -100888.796875 Penalty: 3305.546875
	Iteration 12Q: 3 clusters Score -100888.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -100888.953125 Penalty: 3305.546875
	Iteration 13F: 3 clusters Score -100889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -100893.593750 Penalty: 3305.546875
	Iteration 14Q: 3 clusters Score -100893.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -100894.070312 Penalty: 3305.546875
	Iteration 15Q: 3 clusters Score -100894.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -100894.070312 Penalty: 3305.546875
	Iteration 16F: 3 clusters Score -100894.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Entering Unmasked Estep 
Score: -49939.371094 Penalty: 1528.502075
	Iteration 0F: 2 clusters Score -49939.37 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 236 members 
Entering Unmasked Estep 
Score: -48588.343750 Penalty: 3057.004150
	Iteration 0F: 3 clusters Score -48588.34 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -48963.816406 Penalty: 3057.004150
	Iteration 1F: 3 clusters Score -48963.82 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -49211.125000 Penalty: 3057.004150
	Iteration 2F: 3 clusters Score -49211.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -49317.593750 Penalty: 3057.004150
	Iteration 3F: 3 clusters Score -49317.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -49368.367188 Penalty: 3057.004150
	Iteration 4Q: 3 clusters Score -49368.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -49416.683594 Penalty: 3057.004150
	Iteration 5Q: 3 clusters Score -49416.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -49429.738281 Penalty: 3057.004150
	Iteration 6Q: 3 clusters Score -49429.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -49430.875000 Penalty: 3057.004150
	Iteration 7Q: 3 clusters Score -49430.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -49442.097656 Penalty: 3057.004150
	Iteration 8Q: 3 clusters Score -49442.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -49453.730469 Penalty: 3057.004150
	Iteration 9Q: 3 clusters Score -49453.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -49466.683594 Penalty: 3057.004150
	Iteration 10Q: 3 clusters Score -49466.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -49484.437500 Penalty: 3057.004150
	Iteration 11Q: 3 clusters Score -49484.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -49505.410156 Penalty: 3057.004150
	Iteration 12Q: 3 clusters Score -49505.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -49520.953125 Penalty: 3057.004150
	Iteration 13Q: 3 clusters Score -49520.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -49531.742188 Penalty: 3057.004150
	Iteration 14Q: 3 clusters Score -49531.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -49555.890625 Penalty: 3057.004150
	Iteration 15Q: 3 clusters Score -49555.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -49598.804688 Penalty: 3057.004150
	Iteration 16Q: 3 clusters Score -49598.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -49622.621094 Penalty: 3057.004150
	Iteration 17Q: 3 clusters Score -49622.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -49623.222656 Penalty: 3057.004150
	Iteration 18F: 3 clusters Score -49623.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -49631.382812 Penalty: 3057.004150
	Iteration 19Q: 3 clusters Score -49631.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -49631.382812 Penalty: 3057.004150
	Iteration 20F: 3 clusters Score -49631.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Entering Unmasked Estep 
Score: -282252.875000 Penalty: 1839.261841
	Iteration 0F: 2 clusters Score -282252.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -280027.906250 Penalty: 3678.523682
	Iteration 0F: 3 clusters Score -280027.9 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -281323.281250 Penalty: 3678.523682
	Iteration 1F: 3 clusters Score -281323.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -281941.937500 Penalty: 3678.523682
	Iteration 2F: 3 clusters Score -281941.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -282276.875000 Penalty: 3678.523682
	Iteration 3F: 3 clusters Score -282276.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -282418.562500 Penalty: 3678.523682
	Iteration 4Q: 3 clusters Score -282418.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -282486.062500 Penalty: 3678.523682
	Iteration 5Q: 3 clusters Score -282486.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -282560.968750 Penalty: 3678.523682
	Iteration 6Q: 3 clusters Score -282561 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -282603.625000 Penalty: 3678.523682
	Iteration 7Q: 3 clusters Score -282603.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -282612.562500 Penalty: 3678.523682
	Iteration 8Q: 3 clusters Score -282612.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -282614.937500 Penalty: 3678.523682
	Iteration 9Q: 3 clusters Score -282614.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -282621.656250 Penalty: 3678.523682
	Iteration 10Q: 3 clusters Score -282621.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -282627.281250 Penalty: 3678.523682
	Iteration 11Q: 3 clusters Score -282627.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -282627.281250 Penalty: 3678.523682
	Iteration 12F: 3 clusters Score -282627.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 46313 members 
Mstep: Class 3 contains 7283 members 
Mstep: Class 4 contains 49031 members 
Mstep: Class 5 contains 48320 members 
Mstep: Class 6 contains 52982 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 42332 members 
Mstep: Class 11 contains 50124 members 
Mstep: Class 12 contains 53194 members 
Mstep: Class 13 contains 48961 members 
Mstep: Class 14 contains 47655 members 
Mstep: Class 15 contains 28415 members 
Mstep: Class 16 contains 45217 members 
Mstep: Class 17 contains 39928 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1297 members 
Mstep: Class 21 contains 43925 members 
Mstep: Class 22 contains 6453 members 
Mstep: Class 23 contains 366 members 
Entering Unmasked Estep 
Score: -111189032.000000 Penalty: 76057.484375
Splitting cluster 20 changes total score from -111190008.000000 to -111189032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (43925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Entering Unmasked Estep 
Score: -8052240.000000 Penalty: 2651.179199
	Iteration 0F: 2 clusters Score -8052240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22022 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -8023726.500000 Penalty: 5302.358398
	Iteration 0F: 3 clusters Score -8023726 nChanged 20228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -8034765.500000 Penalty: 5302.358398
	Iteration 1F: 3 clusters Score -8034766 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -8035260.500000 Penalty: 5302.358398
	Iteration 2Q: 3 clusters Score -8035260 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -8035675.500000 Penalty: 5302.358398
	Iteration 3Q: 3 clusters Score -8035676 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -8036062.000000 Penalty: 5302.358398
	Iteration 4Q: 3 clusters Score -8036062 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -8036526.500000 Penalty: 5302.358398
	Iteration 5Q: 3 clusters Score -8036526 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -8037090.000000 Penalty: 5302.358398
	Iteration 6Q: 3 clusters Score -8037090 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -8037922.500000 Penalty: 5302.358398
	Iteration 7Q: 3 clusters Score -8037922 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -8038964.500000 Penalty: 5302.358398
	Iteration 8Q: 3 clusters Score -8038964 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -8040318.500000 Penalty: 5302.358398
	Iteration 9Q: 3 clusters Score -8040318 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -8041858.000000 Penalty: 5302.358398
	Iteration 10F: 3 clusters Score -8041858 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -8043453.000000 Penalty: 5302.358398
	Iteration 11F: 3 clusters Score -8043453 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -8044729.500000 Penalty: 5302.358398
	Iteration 12F: 3 clusters Score -8044730 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -8045448.500000 Penalty: 5302.358398
	Iteration 13Q: 3 clusters Score -8045448 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -8045726.500000 Penalty: 5302.358398
	Iteration 14Q: 3 clusters Score -8045726 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -8045909.500000 Penalty: 5302.358398
	Iteration 15Q: 3 clusters Score -8045910 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -8046013.000000 Penalty: 5302.358398
	Iteration 16Q: 3 clusters Score -8046013 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -8046066.500000 Penalty: 5302.358398
	Iteration 17Q: 3 clusters Score -8046066 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -8046137.000000 Penalty: 5302.358398
	Iteration 18Q: 3 clusters Score -8046137 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -8046206.500000 Penalty: 5302.358398
	Iteration 19Q: 3 clusters Score -8046206 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -8046263.500000 Penalty: 5302.358398
	Iteration 20F: 3 clusters Score -8046264 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -8046297.000000 Penalty: 5302.358398
	Iteration 21Q: 3 clusters Score -8046297 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26287 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -8046325.500000 Penalty: 5302.358398
	Iteration 22Q: 3 clusters Score -8046326 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -8046397.500000 Penalty: 5302.358398
	Iteration 23Q: 3 clusters Score -8046398 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26320 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -8046450.500000 Penalty: 5302.358398
	Iteration 24Q: 3 clusters Score -8046450 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -8046472.000000 Penalty: 5302.358398
	Iteration 25Q: 3 clusters Score -8046472 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -8046520.000000 Penalty: 5302.358398
	Iteration 26Q: 3 clusters Score -8046520 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -8046530.500000 Penalty: 5302.358398
	Iteration 27Q: 3 clusters Score -8046530 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -8046544.000000 Penalty: 5302.358398
	Iteration 28Q: 3 clusters Score -8046544 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -8046578.500000 Penalty: 5302.358398
	Iteration 29Q: 3 clusters Score -8046578 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -8046613.500000 Penalty: 5302.358398
	Iteration 30Q: 3 clusters Score -8046614 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -8046646.000000 Penalty: 5302.358398
	Iteration 31Q: 3 clusters Score -8046646 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -8046667.500000 Penalty: 5302.358398
	Iteration 32Q: 3 clusters Score -8046668 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -8046683.500000 Penalty: 5302.358398
	Iteration 33Q: 3 clusters Score -8046684 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -8046702.500000 Penalty: 5302.358398
	Iteration 34Q: 3 clusters Score -8046702 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -8046728.000000 Penalty: 5302.358398
	Iteration 35Q: 3 clusters Score -8046728 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -8046735.000000 Penalty: 5302.358398
	Iteration 36Q: 3 clusters Score -8046735 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -8046758.000000 Penalty: 5302.358398
	Iteration 37Q: 3 clusters Score -8046758 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -8046758.500000 Penalty: 5302.358398
	Iteration 38Q: 3 clusters Score -8046758 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -8046778.500000 Penalty: 5302.358398
	Iteration 39Q: 3 clusters Score -8046778 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -8046799.000000 Penalty: 5302.358398
	Iteration 40F: 3 clusters Score -8046799 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -8046812.500000 Penalty: 5302.358398
	Iteration 41Q: 3 clusters Score -8046812 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -8046825.500000 Penalty: 5302.358398
	Iteration 42Q: 3 clusters Score -8046826 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -8046840.500000 Penalty: 5302.358398
	Iteration 43Q: 3 clusters Score -8046840 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -8046856.000000 Penalty: 5302.358398
	Iteration 44Q: 3 clusters Score -8046856 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -8046851.500000 Penalty: 5302.358398
	Iteration 45Q: 3 clusters Score -8046852 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -8046859.500000 Penalty: 5302.358398
	Iteration 46Q: 3 clusters Score -8046860 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -8046859.000000 Penalty: 5302.358398
	Iteration 47Q: 3 clusters Score -8046859 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -8046872.500000 Penalty: 5302.358398
	Iteration 48Q: 3 clusters Score -8046872 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -8046888.000000 Penalty: 5302.358398
	Iteration 49Q: 3 clusters Score -8046888 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -8046894.000000 Penalty: 5302.358398
	Iteration 50Q: 3 clusters Score -8046894 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -8046883.000000 Penalty: 5302.358398
	Iteration 51Q: 3 clusters Score -8046883 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -8046880.500000 Penalty: 5302.358398
	Iteration 52Q: 3 clusters Score -8046880 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -8046863.500000 Penalty: 5302.358398
	Iteration 53Q: 3 clusters Score -8046864 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -8046880.000000 Penalty: 5302.358398
	Iteration 54Q: 3 clusters Score -8046880 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -8046893.000000 Penalty: 5302.358398
	Iteration 55Q: 3 clusters Score -8046893 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -8046887.000000 Penalty: 5302.358398
	Iteration 56Q: 3 clusters Score -8046887 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25531 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -8046892.000000 Penalty: 5302.358398
	Iteration 57Q: 3 clusters Score -8046892 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -8046893.500000 Penalty: 5302.358398
	Iteration 58Q: 3 clusters Score -8046894 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -8046900.000000 Penalty: 5302.358398
	Iteration 59Q: 3 clusters Score -8046900 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -8046919.500000 Penalty: 5302.358398
	Iteration 60F: 3 clusters Score -8046920 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -8046891.000000 Penalty: 5302.358398
	Iteration 61Q: 3 clusters Score -8046891 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -8046893.500000 Penalty: 5302.358398
	Iteration 62Q: 3 clusters Score -8046894 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -8046902.000000 Penalty: 5302.358398
	Iteration 63Q: 3 clusters Score -8046902 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -8046915.000000 Penalty: 5302.358398
	Iteration 64Q: 3 clusters Score -8046915 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24981 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -8046926.500000 Penalty: 5302.358398
	Iteration 65Q: 3 clusters Score -8046926 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -8046923.000000 Penalty: 5302.358398
	Iteration 66Q: 3 clusters Score -8046923 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -8046931.500000 Penalty: 5302.358398
	Iteration 67Q: 3 clusters Score -8046932 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -8046936.500000 Penalty: 5302.358398
	Iteration 68Q: 3 clusters Score -8046936 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -8046960.000000 Penalty: 5302.358398
	Iteration 69Q: 3 clusters Score -8046960 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -8046975.000000 Penalty: 5302.358398
	Iteration 70Q: 3 clusters Score -8046975 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -8046970.500000 Penalty: 5302.358398
	Iteration 71Q: 3 clusters Score -8046970 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -8046980.500000 Penalty: 5302.358398
	Iteration 72Q: 3 clusters Score -8046980 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -8046992.000000 Penalty: 5302.358398
	Iteration 73Q: 3 clusters Score -8046992 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -8047014.000000 Penalty: 5302.358398
	Iteration 74Q: 3 clusters Score -8047014 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -8047004.000000 Penalty: 5302.358398
	Iteration 75Q: 3 clusters Score -8047004 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -8047015.000000 Penalty: 5302.358398
	Iteration 76Q: 3 clusters Score -8047015 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -8047036.500000 Penalty: 5302.358398
	Iteration 77Q: 3 clusters Score -8047036 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23737 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -8047048.000000 Penalty: 5302.358398
	Iteration 78Q: 3 clusters Score -8047048 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -8047072.000000 Penalty: 5302.358398
	Iteration 79Q: 3 clusters Score -8047072 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -8047075.000000 Penalty: 5302.358398
	Iteration 80F: 3 clusters Score -8047075 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -8047084.000000 Penalty: 5302.358398
	Iteration 81Q: 3 clusters Score -8047084 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -8047094.000000 Penalty: 5302.358398
	Iteration 82Q: 3 clusters Score -8047094 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -8047109.000000 Penalty: 5302.358398
	Iteration 83Q: 3 clusters Score -8047109 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23093 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -8047120.500000 Penalty: 5302.358398
	Iteration 84Q: 3 clusters Score -8047120 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -8047115.000000 Penalty: 5302.358398
	Iteration 85Q: 3 clusters Score -8047115 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -8047122.500000 Penalty: 5302.358398
	Iteration 86Q: 3 clusters Score -8047122 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -8047129.000000 Penalty: 5302.358398
	Iteration 87Q: 3 clusters Score -8047129 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -8047125.500000 Penalty: 5302.358398
	Iteration 88Q: 3 clusters Score -8047126 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -8047112.500000 Penalty: 5302.358398
	Iteration 89Q: 3 clusters Score -8047112 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -8047132.000000 Penalty: 5302.358398
	Iteration 90Q: 3 clusters Score -8047132 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -8047122.500000 Penalty: 5302.358398
	Iteration 91Q: 3 clusters Score -8047122 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -8047141.000000 Penalty: 5302.358398
	Iteration 92Q: 3 clusters Score -8047141 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -8047145.500000 Penalty: 5302.358398
	Iteration 93Q: 3 clusters Score -8047146 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8047146 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -8047167.500000 Penalty: 5302.358398
	Iteration 95Q: 3 clusters Score -8047168 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -8047165.000000 Penalty: 5302.358398
	Iteration 96Q: 3 clusters Score -8047165 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -8047172.000000 Penalty: 5302.358398
	Iteration 97Q: 3 clusters Score -8047172 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21684 members 
Mstep: Class 2 contains 22241 members 
Entering Unmasked Estep 
Score: -8047173.500000 Penalty: 5302.358398
	Iteration 98Q: 3 clusters Score -8047174 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -8047188.500000 Penalty: 5302.358398
	Iteration 99Q: 3 clusters Score -8047188 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -8047204.500000 Penalty: 5302.358398
	Iteration 100F: 3 clusters Score -8047204 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -8047214.500000 Penalty: 5302.358398
	Iteration 101Q: 3 clusters Score -8047214 nChanged 181
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -8047250.500000 Penalty: 5302.358398
	Iteration 102Q: 3 clusters Score -8047250 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -8047280.000000 Penalty: 5302.358398
	Iteration 103Q: 3 clusters Score -8047280 nChanged 193
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8047297 nChanged 215
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -8047323.500000 Penalty: 5302.358398
	Iteration 105Q: 3 clusters Score -8047324 nChanged 240
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -8047363.500000 Penalty: 5302.358398
	Iteration 106Q: 3 clusters Score -8047364 nChanged 269
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -8047391.500000 Penalty: 5302.358398
	Iteration 107Q: 3 clusters Score -8047392 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -8047426.000000 Penalty: 5302.358398
	Iteration 108Q: 3 clusters Score -8047426 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -8047450.000000 Penalty: 5302.358398
	Iteration 109Q: 3 clusters Score -8047450 nChanged 299
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -8047518.500000 Penalty: 5302.358398
	Iteration 110Q: 3 clusters Score -8047518 nChanged 316
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -8047546.000000 Penalty: 5302.358398
	Iteration 111Q: 3 clusters Score -8047546 nChanged 304
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -8047625.000000 Penalty: 5302.358398
	Iteration 112Q: 3 clusters Score -8047625 nChanged 334
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 25724 members 
Entering Unmasked Estep 
Score: -8047695.500000 Penalty: 5302.358398
	Iteration 113Q: 3 clusters Score -8047696 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -8047732.500000 Penalty: 5302.358398
	Iteration 114Q: 3 clusters Score -8047732 nChanged 387
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -8047808.000000 Penalty: 5302.358398
	Iteration 115Q: 3 clusters Score -8047808 nChanged 359
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -8047842.000000 Penalty: 5302.358398
	Iteration 116Q: 3 clusters Score -8047842 nChanged 370
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -8047901.000000 Penalty: 5302.358398
	Iteration 117Q: 3 clusters Score -8047901 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -8047973.500000 Penalty: 5302.358398
	Iteration 118Q: 3 clusters Score -8047974 nChanged 389
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -8048077.000000 Penalty: 5302.358398
	Iteration 119Q: 3 clusters Score -8048077 nChanged 383
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -8048152.500000 Penalty: 5302.358398
	Iteration 120F: 3 clusters Score -8048152 nChanged 421
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -8048224.000000 Penalty: 5302.358398
	Iteration 121Q: 3 clusters Score -8048224 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -8048270.500000 Penalty: 5302.358398
	Iteration 122Q: 3 clusters Score -8048270 nChanged 473
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 29636 members 
Entering Unmasked Estep 
Score: -8048315.500000 Penalty: 5302.358398
	Iteration 123Q: 3 clusters Score -8048316 nChanged 470
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -8048379.000000 Penalty: 5302.358398
	Iteration 124Q: 3 clusters Score -8048379 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
Score: -8048490.000000 Penalty: 5302.358398
	Iteration 125Q: 3 clusters Score -8048490 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -8048600.000000 Penalty: 5302.358398
	Iteration 126Q: 3 clusters Score -8048600 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 31666 members 
Entering Unmasked Estep 
Score: -8048755.500000 Penalty: 5302.358398
	Iteration 127Q: 3 clusters Score -8048756 nChanged 537
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -8048891.000000 Penalty: 5302.358398
	Iteration 128Q: 3 clusters Score -8048891 nChanged 512
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Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -8048998.500000 Penalty: 5302.358398
	Iteration 129Q: 3 clusters Score -8048998 nChanged 475
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Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -8049078.000000 Penalty: 5302.358398
	Iteration 130Q: 3 clusters Score -8049078 nChanged 456
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Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -8049166.500000 Penalty: 5302.358398
	Iteration 131Q: 3 clusters Score -8049166 nChanged 480
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Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -8049253.500000 Penalty: 5302.358398
	Iteration 132Q: 3 clusters Score -8049254 nChanged 462
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -8049354.000000 Penalty: 5302.358398
	Iteration 133Q: 3 clusters Score -8049354 nChanged 443
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 35029 members 
Entering Unmasked Estep 
Score: -8049452.500000 Penalty: 5302.358398
	Iteration 134Q: 3 clusters Score -8049452 nChanged 441
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -8049559.500000 Penalty: 5302.358398
	Iteration 135Q: 3 clusters Score -8049560 nChanged 477
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 35945 members 
Entering Unmasked Estep 
Score: -8049694.000000 Penalty: 5302.358398
	Iteration 136Q: 3 clusters Score -8049694 nChanged 461
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Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
Score: -8049811.000000 Penalty: 5302.358398
	Iteration 137Q: 3 clusters Score -8049811 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 36856 members 
Entering Unmasked Estep 
Score: -8049936.000000 Penalty: 5302.358398
	Iteration 138Q: 3 clusters Score -8049936 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 37300 members 
Entering Unmasked Estep 
Score: -8050038.000000 Penalty: 5302.358398
	Iteration 139Q: 3 clusters Score -8050038 nChanged 407
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 37707 members 
Entering Unmasked Estep 
Score: -8050142.500000 Penalty: 5302.358398
	Iteration 140F: 3 clusters Score -8050142 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -8050279.000000 Penalty: 5302.358398
	Iteration 141Q: 3 clusters Score -8050279 nChanged 379
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Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 38495 members 
Entering Unmasked Estep 
Score: -8050384.000000 Penalty: 5302.358398
	Iteration 142Q: 3 clusters Score -8050384 nChanged 317
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -8050440.000000 Penalty: 5302.358398
	Iteration 143Q: 3 clusters Score -8050440 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
Score: -8050486.000000 Penalty: 5302.358398
	Iteration 144Q: 3 clusters Score -8050486 nChanged 263
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Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -8050525.500000 Penalty: 5302.358398
	Iteration 145Q: 3 clusters Score -8050526 nChanged 231
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Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -8050575.500000 Penalty: 5302.358398
	Iteration 146Q: 3 clusters Score -8050576 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 39836 members 
Entering Unmasked Estep 
Score: -8050612.500000 Penalty: 5302.358398
	Iteration 147Q: 3 clusters Score -8050612 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -8050649.500000 Penalty: 5302.358398
	Iteration 148Q: 3 clusters Score -8050650 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -8050676.500000 Penalty: 5302.358398
	Iteration 149Q: 3 clusters Score -8050676 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 40351 members 
Entering Unmasked Estep 
Score: -8050707.500000 Penalty: 5302.358398
	Iteration 150Q: 3 clusters Score -8050708 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 40507 members 
Entering Unmasked Estep 
Score: -8050764.000000 Penalty: 5302.358398
	Iteration 151Q: 3 clusters Score -8050764 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -8050781.500000 Penalty: 5302.358398
	Iteration 152Q: 3 clusters Score -8050782 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -8050789.000000 Penalty: 5302.358398
	Iteration 153Q: 3 clusters Score -8050789 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -8050831.500000 Penalty: 5302.358398
	Iteration 154Q: 3 clusters Score -8050832 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 41063 members 
Entering Unmasked Estep 
Score: -8050850.000000 Penalty: 5302.358398
	Iteration 155Q: 3 clusters Score -8050850 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -8050855.500000 Penalty: 5302.358398
	Iteration 156Q: 3 clusters Score -8050856 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -8050855.000000 Penalty: 5302.358398
	Iteration 157Q: 3 clusters Score -8050855 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -8050846.000000 Penalty: 5302.358398
	Iteration 158Q: 3 clusters Score -8050846 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
Score: -8050851.500000 Penalty: 5302.358398
	Iteration 159Q: 3 clusters Score -8050852 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -8050847.500000 Penalty: 5302.358398
	Iteration 160F: 3 clusters Score -8050848 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -8050843.500000 Penalty: 5302.358398
	Iteration 161Q: 3 clusters Score -8050844 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -8050837.000000 Penalty: 5302.358398
	Iteration 162Q: 3 clusters Score -8050837 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -8050837.000000 Penalty: 5302.358398
	Iteration 163Q: 3 clusters Score -8050837 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -8050829.000000 Penalty: 5302.358398
	Iteration 164Q: 3 clusters Score -8050829 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -8050856.500000 Penalty: 5302.358398
	Iteration 165Q: 3 clusters Score -8050856 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -8050853.000000 Penalty: 5302.358398
	Iteration 166Q: 3 clusters Score -8050853 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -8050847.500000 Penalty: 5302.358398
	Iteration 167Q: 3 clusters Score -8050848 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 41783 members 
Entering Unmasked Estep 
Score: -8050849.500000 Penalty: 5302.358398
	Iteration 168Q: 3 clusters Score -8050850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 41809 members 
Entering Unmasked Estep 
Score: -8050849.000000 Penalty: 5302.358398
	Iteration 169Q: 3 clusters Score -8050849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -8050852.500000 Penalty: 5302.358398
	Iteration 170Q: 3 clusters Score -8050852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 41845 members 
Entering Unmasked Estep 
Score: -8050843.500000 Penalty: 5302.358398
	Iteration 171Q: 3 clusters Score -8050844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 41865 members 
Entering Unmasked Estep 
Score: -8050842.000000 Penalty: 5302.358398
	Iteration 172Q: 3 clusters Score -8050842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 41883 members 
Entering Unmasked Estep 
Score: -8050856.500000 Penalty: 5302.358398
	Iteration 173Q: 3 clusters Score -8050856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -8050847.500000 Penalty: 5302.358398
	Iteration 174Q: 3 clusters Score -8050848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 41919 members 
Entering Unmasked Estep 
Score: -8050867.500000 Penalty: 5302.358398
	Iteration 175Q: 3 clusters Score -8050868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 41933 members 
Entering Unmasked Estep 
Score: -8050865.500000 Penalty: 5302.358398
	Iteration 176Q: 3 clusters Score -8050866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 41954 members 
Entering Unmasked Estep 
Score: -8050860.500000 Penalty: 5302.358398
	Iteration 177Q: 3 clusters Score -8050860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 41973 members 
Entering Unmasked Estep 
Score: -8050852.000000 Penalty: 5302.358398
	Iteration 178Q: 3 clusters Score -8050852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -8050845.500000 Penalty: 5302.358398
	Iteration 179Q: 3 clusters Score -8050846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 42001 members 
Entering Unmasked Estep 
Score: -8050843.500000 Penalty: 5302.358398
	Iteration 180F: 3 clusters Score -8050844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -8050844.500000 Penalty: 5302.358398
	Iteration 181Q: 3 clusters Score -8050844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 42035 members 
Entering Unmasked Estep 
Score: -8050849.500000 Penalty: 5302.358398
	Iteration 182Q: 3 clusters Score -8050850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
Score: -8050849.500000 Penalty: 5302.358398
	Iteration 183Q: 3 clusters Score -8050850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
Score: -8050834.000000 Penalty: 5302.358398
	Iteration 184Q: 3 clusters Score -8050834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -8050837.500000 Penalty: 5302.358398
	Iteration 185Q: 3 clusters Score -8050838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -8050837.500000 Penalty: 5302.358398
	Iteration 186Q: 3 clusters Score -8050838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -8050841.500000 Penalty: 5302.358398
	Iteration 187Q: 3 clusters Score -8050842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 42087 members 
Entering Unmasked Estep 
Score: -8050849.500000 Penalty: 5302.358398
	Iteration 188Q: 3 clusters Score -8050850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 42091 members 
Entering Unmasked Estep 
Score: -8050851.000000 Penalty: 5302.358398
	Iteration 189Q: 3 clusters Score -8050851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 42098 members 
Entering Unmasked Estep 
Score: -8050850.500000 Penalty: 5302.358398
	Iteration 190Q: 3 clusters Score -8050850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 42106 members 
Entering Unmasked Estep 
Score: -8050844.000000 Penalty: 5302.358398
	Iteration 191Q: 3 clusters Score -8050844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -8050853.500000 Penalty: 5302.358398
	Iteration 192Q: 3 clusters Score -8050854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
Score: -8050852.000000 Penalty: 5302.358398
	Iteration 193Q: 3 clusters Score -8050852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 42130 members 
Entering Unmasked Estep 
Score: -8050844.500000 Penalty: 5302.358398
	Iteration 194Q: 3 clusters Score -8050844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -8050837.000000 Penalty: 5302.358398
	Iteration 195Q: 3 clusters Score -8050837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -8050837.000000 Penalty: 5302.358398
	Iteration 196F: 3 clusters Score -8050837 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 46313 members 
Mstep: Class 3 contains 7283 members 
Mstep: Class 4 contains 49031 members 
Mstep: Class 5 contains 48320 members 
Mstep: Class 6 contains 52982 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 11 contains 50124 members 
Mstep: Class 12 contains 53194 members 
Mstep: Class 13 contains 48961 members 
Mstep: Class 14 contains 47655 members 
Mstep: Class 15 contains 28415 members 
Mstep: Class 16 contains 45217 members 
Mstep: Class 17 contains 39928 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1663 members 
Mstep: Class 21 contains 43925 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 23 clusters Score -1.111915e+08 nChanged 7287
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 46161 members 
Mstep: Class 3 contains 7266 members 
Mstep: Class 4 contains 49057 members 
Mstep: Class 5 contains 48277 members 
Mstep: Class 6 contains 52591 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 42102 members 
Mstep: Class 11 contains 49777 members 
Mstep: Class 12 contains 53318 members 
Mstep: Class 13 contains 48792 members 
Mstep: Class 14 contains 47546 members 
Mstep: Class 15 contains 28347 members 
Mstep: Class 16 contains 45239 members 
Mstep: Class 17 contains 41456 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1663 members 
Mstep: Class 21 contains 43836 members 
Mstep: Class 22 contains 6368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111192504.000000 Penalty: 72750.632812
Iteration 80F: 23 clusters Score -1.111925e+08 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 45895 members 
Mstep: Class 3 contains 7294 members 
Mstep: Class 4 contains 48974 members 
Mstep: Class 5 contains 48119 members 
Mstep: Class 6 contains 52170 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 43534 members 
Mstep: Class 11 contains 49472 members 
Mstep: Class 12 contains 52882 members 
Mstep: Class 13 contains 48595 members 
Mstep: Class 14 contains 47289 members 
Mstep: Class 15 contains 28270 members 
Mstep: Class 16 contains 45158 members 
Mstep: Class 17 contains 42456 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1664 members 
Mstep: Class 21 contains 43612 members 
Mstep: Class 22 contains 6418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111193760.000000 Penalty: 72750.632812
Iteration 81Q: 23 clusters Score -1.111938e+08 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 45717 members 
Mstep: Class 3 contains 7455 members 
Mstep: Class 4 contains 48786 members 
Mstep: Class 5 contains 47880 members 
Mstep: Class 6 contains 51827 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 44727 members 
Mstep: Class 11 contains 49311 members 
Mstep: Class 12 contains 52459 members 
Mstep: Class 13 contains 48395 members 
Mstep: Class 14 contains 47036 members 
Mstep: Class 15 contains 28183 members 
Mstep: Class 16 contains 45096 members 
Mstep: Class 17 contains 43345 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1665 members 
Mstep: Class 21 contains 43475 members 
Mstep: Class 22 contains 6445 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 82Q: 23 clusters Score -1.111944e+08 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 45580 members 
Mstep: Class 3 contains 7616 members 
Mstep: Class 4 contains 48567 members 
Mstep: Class 5 contains 47707 members 
Mstep: Class 6 contains 51518 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 45811 members 
Mstep: Class 11 contains 49171 members 
Mstep: Class 12 contains 52056 members 
Mstep: Class 13 contains 48121 members 
Mstep: Class 14 contains 46858 members 
Mstep: Class 15 contains 28114 members 
Mstep: Class 16 contains 45003 members 
Mstep: Class 17 contains 44189 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1664 members 
Mstep: Class 21 contains 43352 members 
Mstep: Class 22 contains 6476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111195352.000000 Penalty: 72750.632812
Iteration 83Q: 23 clusters Score -1.111954e+08 nChanged 5941
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 45424 members 
Mstep: Class 3 contains 7799 members 
Mstep: Class 4 contains 48296 members 
Mstep: Class 5 contains 47561 members 
Mstep: Class 6 contains 51212 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 46847 members 
Mstep: Class 11 contains 49049 members 
Mstep: Class 12 contains 51692 members 
Mstep: Class 13 contains 47880 members 
Mstep: Class 14 contains 46708 members 
Mstep: Class 15 contains 28033 members 
Mstep: Class 16 contains 44929 members 
Mstep: Class 17 contains 44999 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1663 members 
Mstep: Class 21 contains 43197 members 
Mstep: Class 22 contains 6516 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 84Q: 23 clusters Score -1.111964e+08 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 45250 members 
Mstep: Class 3 contains 8045 members 
Mstep: Class 4 contains 48075 members 
Mstep: Class 5 contains 47406 members 
Mstep: Class 6 contains 50972 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 47797 members 
Mstep: Class 11 contains 48948 members 
Mstep: Class 12 contains 51352 members 
Mstep: Class 13 contains 47585 members 
Mstep: Class 14 contains 46542 members 
Mstep: Class 15 contains 27961 members 
Mstep: Class 16 contains 44885 members 
Mstep: Class 17 contains 45753 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1663 members 
Mstep: Class 21 contains 43024 members 
Mstep: Class 22 contains 6551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111197696.000000 Penalty: 72750.632812
Iteration 85Q: 23 clusters Score -1.111977e+08 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 45071 members 
Mstep: Class 3 contains 8281 members 
Mstep: Class 4 contains 47812 members 
Mstep: Class 5 contains 47321 members 
Mstep: Class 6 contains 50836 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 48623 members 
Mstep: Class 11 contains 48839 members 
Mstep: Class 12 contains 51080 members 
Mstep: Class 13 contains 47259 members 
Mstep: Class 14 contains 46441 members 
Mstep: Class 15 contains 27910 members 
Mstep: Class 16 contains 44823 members 
Mstep: Class 17 contains 46413 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1663 members 
Mstep: Class 21 contains 42861 members 
Mstep: Class 22 contains 6582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198224.000000 Penalty: 72750.632812
Iteration 86Q: 23 clusters Score -1.111982e+08 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 44904 members 
Mstep: Class 3 contains 8489 members 
Mstep: Class 4 contains 47570 members 
Mstep: Class 5 contains 47239 members 
Mstep: Class 6 contains 50719 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 49370 members 
Mstep: Class 11 contains 48750 members 
Mstep: Class 12 contains 50876 members 
Mstep: Class 13 contains 46985 members 
Mstep: Class 14 contains 46354 members 
Mstep: Class 15 contains 27877 members 
Mstep: Class 16 contains 44752 members 
Mstep: Class 17 contains 46945 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1661 members 
Mstep: Class 21 contains 42733 members 
Mstep: Class 22 contains 6594 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 87Q: 23 clusters Score -1.111984e+08 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 44729 members 
Mstep: Class 3 contains 8674 members 
Mstep: Class 4 contains 47411 members 
Mstep: Class 5 contains 47130 members 
Mstep: Class 6 contains 50620 members 
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Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 49964 members 
Mstep: Class 11 contains 48676 members 
Mstep: Class 12 contains 50812 members 
Mstep: Class 13 contains 46776 members 
Mstep: Class 14 contains 46263 members 
Mstep: Class 15 contains 27847 members 
Mstep: Class 16 contains 44713 members 
Mstep: Class 17 contains 47310 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1663 members 
Mstep: Class 21 contains 42636 members 
Mstep: Class 22 contains 6598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198472.000000 Penalty: 72750.632812
Iteration 88Q: 23 clusters Score -1.111985e+08 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 44558 members 
Mstep: Class 3 contains 8875 members 
Mstep: Class 4 contains 47243 members 
Mstep: Class 5 contains 47010 members 
Mstep: Class 6 contains 50666 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 50457 members 
Mstep: Class 11 contains 48598 members 
Mstep: Class 12 contains 50768 members 
Mstep: Class 13 contains 46568 members 
Mstep: Class 14 contains 46158 members 
Mstep: Class 15 contains 27815 members 
Mstep: Class 16 contains 44734 members 
Mstep: Class 17 contains 47526 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1663 members 
Mstep: Class 21 contains 42579 members 
Mstep: Class 22 contains 6607 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 89Q: 23 clusters Score -1.111994e+08 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 44409 members 
Mstep: Class 3 contains 9064 members 
Mstep: Class 4 contains 47066 members 
Mstep: Class 5 contains 46922 members 
Mstep: Class 6 contains 50667 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 50815 members 
Mstep: Class 11 contains 48557 members 
Mstep: Class 12 contains 50730 members 
Mstep: Class 13 contains 46426 members 
Mstep: Class 14 contains 46097 members 
Mstep: Class 15 contains 27762 members 
Mstep: Class 16 contains 44774 members 
Mstep: Class 17 contains 47713 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1664 members 
Mstep: Class 21 contains 42559 members 
Mstep: Class 22 contains 6602 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 90Q: 23 clusters Score -1.111995e+08 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 44306 members 
Mstep: Class 3 contains 9264 members 
Mstep: Class 4 contains 46925 members 
Mstep: Class 5 contains 46804 members 
Mstep: Class 6 contains 50710 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 51045 members 
Mstep: Class 11 contains 48488 members 
Mstep: Class 12 contains 50706 members 
Mstep: Class 13 contains 46275 members 
Mstep: Class 14 contains 46136 members 
Mstep: Class 15 contains 27713 members 
Mstep: Class 16 contains 44843 members 
Mstep: Class 17 contains 47812 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1665 members 
Mstep: Class 21 contains 42551 members 
Mstep: Class 22 contains 6586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111199520.000000 Penalty: 72750.632812
Iteration 91Q: 23 clusters Score -1.111995e+08 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 44257 members 
Mstep: Class 3 contains 9464 members 
Mstep: Class 4 contains 46837 members 
Mstep: Class 5 contains 46716 members 
Mstep: Class 6 contains 50733 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 51223 members 
Mstep: Class 11 contains 48400 members 
Mstep: Class 12 contains 50649 members 
Mstep: Class 13 contains 46091 members 
Mstep: Class 14 contains 46183 members 
Mstep: Class 15 contains 27678 members 
Mstep: Class 16 contains 44905 members 
Mstep: Class 17 contains 47902 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1668 members 
Mstep: Class 21 contains 42546 members 
Mstep: Class 22 contains 6577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111199872.000000 Penalty: 72750.632812
Iteration 92Q: 23 clusters Score -1.111999e+08 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 44237 members 
Mstep: Class 3 contains 9662 members 
Mstep: Class 4 contains 46803 members 
Mstep: Class 5 contains 46679 members 
Mstep: Class 6 contains 50724 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 51301 members 
Mstep: Class 11 contains 48334 members 
Mstep: Class 12 contains 50593 members 
Mstep: Class 13 contains 45961 members 
Mstep: Class 14 contains 46198 members 
Mstep: Class 15 contains 27623 members 
Mstep: Class 16 contains 44929 members 
Mstep: Class 17 contains 48002 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1670 members 
Mstep: Class 21 contains 42546 members 
Mstep: Class 22 contains 6568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111200080.000000 Penalty: 72750.632812
Iteration 93Q: 23 clusters Score -1.112001e+08 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 44173 members 
Mstep: Class 3 contains 9858 members 
Mstep: Class 4 contains 46829 members 
Mstep: Class 5 contains 46659 members 
Mstep: Class 6 contains 50748 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 51317 members 
Mstep: Class 11 contains 48286 members 
Mstep: Class 12 contains 50546 members 
Mstep: Class 13 contains 45867 members 
Mstep: Class 14 contains 46239 members 
Mstep: Class 15 contains 27577 members 
Mstep: Class 16 contains 44893 members 
Mstep: Class 17 contains 48053 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1672 members 
Mstep: Class 21 contains 42555 members 
Mstep: Class 22 contains 6560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111200160.000000 Penalty: 72750.632812
Iteration 94Q: 23 clusters Score -1.112002e+08 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 44099 members 
Mstep: Class 3 contains 10042 members 
Mstep: Class 4 contains 46883 members 
Mstep: Class 5 contains 46628 members 
Mstep: Class 6 contains 50739 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 51310 members 
Mstep: Class 11 contains 48249 members 
Mstep: Class 12 contains 50518 members 
Mstep: Class 13 contains 45831 members 
Mstep: Class 14 contains 46272 members 
Mstep: Class 15 contains 27520 members 
Mstep: Class 16 contains 44880 members 
Mstep: Class 17 contains 48078 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1674 members 
Mstep: Class 21 contains 42564 members 
Mstep: Class 22 contains 6548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111200280.000000 Penalty: 72750.632812
Iteration 95Q: 23 clusters Score -1.112003e+08 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 44070 members 
Mstep: Class 3 contains 10213 members 
Mstep: Class 4 contains 46914 members 
Mstep: Class 5 contains 46579 members 
Mstep: Class 6 contains 50713 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 51310 members 
Mstep: Class 11 contains 48228 members 
Mstep: Class 12 contains 50457 members 
Mstep: Class 13 contains 45833 members 
Mstep: Class 14 contains 46282 members 
Mstep: Class 15 contains 27461 members 
Mstep: Class 16 contains 44884 members 
Mstep: Class 17 contains 48110 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1678 members 
Mstep: Class 21 contains 42570 members 
Mstep: Class 22 contains 6536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111200472.000000 Penalty: 72750.632812
Iteration 96Q: 23 clusters Score -1.112005e+08 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 44049 members 
Mstep: Class 3 contains 10366 members 
Mstep: Class 4 contains 46972 members 
Mstep: Class 5 contains 46544 members 
Mstep: Class 6 contains 50655 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 51298 members 
Mstep: Class 11 contains 48169 members 
Mstep: Class 12 contains 50479 members 
Mstep: Class 13 contains 45791 members 
Mstep: Class 14 contains 46263 members 
Mstep: Class 15 contains 27416 members 
Mstep: Class 16 contains 44907 members 
Mstep: Class 17 contains 48167 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1681 members 
Mstep: Class 21 contains 42573 members 
Mstep: Class 22 contains 6514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111200752.000000 Penalty: 72750.632812
Iteration 97Q: 23 clusters Score -1.112008e+08 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 44057 members 
Mstep: Class 3 contains 10502 members 
Mstep: Class 4 contains 46995 members 
Mstep: Class 5 contains 46547 members 
Mstep: Class 6 contains 50648 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1275 members 
Mstep: Class 10 contains 51325 members 
Mstep: Class 11 contains 48125 members 
Mstep: Class 12 contains 50488 members 
Mstep: Class 13 contains 45799 members 
Mstep: Class 14 contains 46256 members 
Mstep: Class 15 contains 27374 members 
Mstep: Class 16 contains 44882 members 
Mstep: Class 17 contains 48125 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1682 members 
Mstep: Class 21 contains 42546 members 
Mstep: Class 22 contains 6496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201016.000000 Penalty: 72750.632812
Iteration 98Q: 23 clusters Score -1.11201e+08 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 44032 members 
Mstep: Class 3 contains 10654 members 
Mstep: Class 4 contains 46984 members 
Mstep: Class 5 contains 46531 members 
Mstep: Class 6 contains 50601 members 
Mstep: Class 7 contains 586 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1271 members 
Mstep: Class 10 contains 51280 members 
Mstep: Class 11 contains 48094 members 
Mstep: Class 12 contains 50499 members 
Mstep: Class 13 contains 45877 members 
Mstep: Class 14 contains 46298 members 
Mstep: Class 15 contains 27343 members 
Mstep: Class 16 contains 44880 members 
Mstep: Class 17 contains 48115 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1683 members 
Mstep: Class 21 contains 42499 members 
Mstep: Class 22 contains 6482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201128.000000 Penalty: 72750.632812
Iteration 99Q: 23 clusters Score -1.112011e+08 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 44025 members 
Mstep: Class 3 contains 10801 members 
Mstep: Class 4 contains 46970 members 
Mstep: Class 5 contains 46502 members 
Mstep: Class 6 contains 50574 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1268 members 
Mstep: Class 10 contains 51225 members 
Mstep: Class 11 contains 48065 members 
Mstep: Class 12 contains 50517 members 
Mstep: Class 13 contains 45980 members 
Mstep: Class 14 contains 46310 members 
Mstep: Class 15 contains 27303 members 
Mstep: Class 16 contains 44892 members 
Mstep: Class 17 contains 48063 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1684 members 
Mstep: Class 21 contains 42485 members 
Mstep: Class 22 contains 6460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201432.000000 Penalty: 72750.632812
Iteration 100F: 23 clusters Score -1.112014e+08 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 44016 members 
Mstep: Class 3 contains 10947 members 
Mstep: Class 4 contains 46984 members 
Mstep: Class 5 contains 46526 members 
Mstep: Class 6 contains 50513 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1267 members 
Mstep: Class 10 contains 51203 members 
Mstep: Class 11 contains 48012 members 
Mstep: Class 12 contains 50524 members 
Mstep: Class 13 contains 46016 members 
Mstep: Class 14 contains 46309 members 
Mstep: Class 15 contains 27257 members 
Mstep: Class 16 contains 44934 members 
Mstep: Class 17 contains 48024 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1685 members 
Mstep: Class 21 contains 42474 members 
Mstep: Class 22 contains 6435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201840.000000 Penalty: 72750.632812
Iteration 101Q: 23 clusters Score -1.112018e+08 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 43994 members 
Mstep: Class 3 contains 11093 members 
Mstep: Class 4 contains 46979 members 
Mstep: Class 5 contains 46574 members 
Mstep: Class 6 contains 50427 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1261 members 
Mstep: Class 10 contains 51172 members 
Mstep: Class 11 contains 47973 members 
Mstep: Class 12 contains 50544 members 
Mstep: Class 13 contains 46047 members 
Mstep: Class 14 contains 46299 members 
Mstep: Class 15 contains 27198 members 
Mstep: Class 16 contains 45002 members 
Mstep: Class 17 contains 48016 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1686 members 
Mstep: Class 21 contains 42454 members 
Mstep: Class 22 contains 6402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202000.000000 Penalty: 72750.632812
Iteration 102Q: 23 clusters Score -1.11202e+08 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 43951 members 
Mstep: Class 3 contains 11249 members 
Mstep: Class 4 contains 46995 members 
Mstep: Class 5 contains 46638 members 
Mstep: Class 6 contains 50350 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 51160 members 
Mstep: Class 11 contains 47976 members 
Mstep: Class 12 contains 50547 members 
Mstep: Class 13 contains 46080 members 
Mstep: Class 14 contains 46280 members 
Mstep: Class 15 contains 27153 members 
Mstep: Class 16 contains 45041 members 
Mstep: Class 17 contains 47967 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1689 members 
Mstep: Class 21 contains 42425 members 
Mstep: Class 22 contains 6362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201976.000000 Penalty: 72750.632812
Iteration 103Q: 23 clusters Score -1.11202e+08 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 43896 members 
Mstep: Class 3 contains 11394 members 
Mstep: Class 4 contains 46975 members 
Mstep: Class 5 contains 46705 members 
Mstep: Class 6 contains 50303 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 51166 members 
Mstep: Class 11 contains 47954 members 
Mstep: Class 12 contains 50539 members 
Mstep: Class 13 contains 46133 members 
Mstep: Class 14 contains 46304 members 
Mstep: Class 15 contains 27118 members 
Mstep: Class 16 contains 45049 members 
Mstep: Class 17 contains 47903 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1689 members 
Mstep: Class 21 contains 42405 members 
Mstep: Class 22 contains 6331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202120.000000 Penalty: 72750.632812
Iteration 104Q: 23 clusters Score -1.112021e+08 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 43880 members 
Mstep: Class 3 contains 11541 members 
Mstep: Class 4 contains 46938 members 
Mstep: Class 5 contains 46794 members 
Mstep: Class 6 contains 50274 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 51176 members 
Mstep: Class 11 contains 47897 members 
Mstep: Class 12 contains 50538 members 
Mstep: Class 13 contains 46114 members 
Mstep: Class 14 contains 46335 members 
Mstep: Class 15 contains 27077 members 
Mstep: Class 16 contains 45053 members 
Mstep: Class 17 contains 47857 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1690 members 
Mstep: Class 21 contains 42389 members 
Mstep: Class 22 contains 6312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201920.000000 Penalty: 72750.632812
Iteration 105Q: 23 clusters Score -1.112019e+08 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 43870 members 
Mstep: Class 3 contains 11712 members 
Mstep: Class 4 contains 46879 members 
Mstep: Class 5 contains 46884 members 
Mstep: Class 6 contains 50215 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 51166 members 
Mstep: Class 11 contains 47851 members 
Mstep: Class 12 contains 50534 members 
Mstep: Class 13 contains 46085 members 
Mstep: Class 14 contains 46318 members 
Mstep: Class 15 contains 27046 members 
Mstep: Class 16 contains 45081 members 
Mstep: Class 17 contains 47836 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1690 members 
Mstep: Class 21 contains 42401 members 
Mstep: Class 22 contains 6299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202336.000000 Penalty: 72750.632812
Iteration 106Q: 23 clusters Score -1.112023e+08 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 43821 members 
Mstep: Class 3 contains 11878 members 
Mstep: Class 4 contains 46824 members 
Mstep: Class 5 contains 47005 members 
Mstep: Class 6 contains 50183 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 51166 members 
Mstep: Class 11 contains 47825 members 
Mstep: Class 12 contains 50556 members 
Mstep: Class 13 contains 45993 members 
Mstep: Class 14 contains 46316 members 
Mstep: Class 15 contains 27015 members 
Mstep: Class 16 contains 45110 members 
Mstep: Class 17 contains 47801 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1691 members 
Mstep: Class 21 contains 42398 members 
Mstep: Class 22 contains 6286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202400.000000 Penalty: 72750.632812
Iteration 107Q: 23 clusters Score -1.112024e+08 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 43819 members 
Mstep: Class 3 contains 12033 members 
Mstep: Class 4 contains 46769 members 
Mstep: Class 5 contains 47061 members 
Mstep: Class 6 contains 50125 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 51190 members 
Mstep: Class 11 contains 47790 members 
Mstep: Class 12 contains 50567 members 
Mstep: Class 13 contains 45946 members 
Mstep: Class 14 contains 46341 members 
Mstep: Class 15 contains 26983 members 
Mstep: Class 16 contains 45109 members 
Mstep: Class 17 contains 47778 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1692 members 
Mstep: Class 21 contains 42399 members 
Mstep: Class 22 contains 6269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202712.000000 Penalty: 72750.632812
Iteration 108Q: 23 clusters Score -1.112027e+08 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 43818 members 
Mstep: Class 3 contains 12182 members 
Mstep: Class 4 contains 46766 members 
Mstep: Class 5 contains 47074 members 
Mstep: Class 6 contains 50099 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 51212 members 
Mstep: Class 11 contains 47763 members 
Mstep: Class 12 contains 50548 members 
Mstep: Class 13 contains 45946 members 
Mstep: Class 14 contains 46325 members 
Mstep: Class 15 contains 26972 members 
Mstep: Class 16 contains 45116 members 
Mstep: Class 17 contains 47723 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1693 members 
Mstep: Class 21 contains 42387 members 
Mstep: Class 22 contains 6249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202456.000000 Penalty: 72750.632812
Iteration 109Q: 23 clusters Score -1.112025e+08 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 43850 members 
Mstep: Class 3 contains 12335 members 
Mstep: Class 4 contains 46762 members 
Mstep: Class 5 contains 47074 members 
Mstep: Class 6 contains 50123 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 51197 members 
Mstep: Class 11 contains 47727 members 
Mstep: Class 12 contains 50550 members 
Mstep: Class 13 contains 45914 members 
Mstep: Class 14 contains 46293 members 
Mstep: Class 15 contains 26931 members 
Mstep: Class 16 contains 45145 members 
Mstep: Class 17 contains 47682 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1694 members 
Mstep: Class 21 contains 42371 members 
Mstep: Class 22 contains 6226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202848.000000 Penalty: 72750.632812
Iteration 110Q: 23 clusters Score -1.112028e+08 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 43869 members 
Mstep: Class 3 contains 12496 members 
Mstep: Class 4 contains 46723 members 
Mstep: Class 5 contains 47061 members 
Mstep: Class 6 contains 50131 members 
Mstep: Class 7 contains 584 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 51180 members 
Mstep: Class 11 contains 47716 members 
Mstep: Class 12 contains 50542 members 
Mstep: Class 13 contains 45884 members 
Mstep: Class 14 contains 46291 members 
Mstep: Class 15 contains 26890 members 
Mstep: Class 16 contains 45197 members 
Mstep: Class 17 contains 47654 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1696 members 
Mstep: Class 21 contains 42341 members 
Mstep: Class 22 contains 6205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202872.000000 Penalty: 72750.632812
Iteration 111Q: 23 clusters Score -1.112029e+08 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 43895 members 
Mstep: Class 3 contains 12663 members 
Mstep: Class 4 contains 46724 members 
Mstep: Class 5 contains 47011 members 
Mstep: Class 6 contains 50185 members 
Mstep: Class 7 contains 584 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 51173 members 
Mstep: Class 11 contains 47703 members 
Mstep: Class 12 contains 50484 members 
Mstep: Class 13 contains 45789 members 
Mstep: Class 14 contains 46274 members 
Mstep: Class 15 contains 26868 members 
Mstep: Class 16 contains 45262 members 
Mstep: Class 17 contains 47651 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1696 members 
Mstep: Class 21 contains 42314 members 
Mstep: Class 22 contains 6185 members 
Entering Unmasked Estep 
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Score: -111203120.000000 Penalty: 72750.632812
Iteration 112Q: 23 clusters Score -1.112031e+08 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 43885 members 
Mstep: Class 3 contains 12835 members 
Mstep: Class 4 contains 46737 members 
Mstep: Class 5 contains 46956 members 
Mstep: Class 6 contains 50204 members 
Mstep: Class 7 contains 584 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 51144 members 
Mstep: Class 11 contains 47683 members 
Mstep: Class 12 contains 50407 members 
Mstep: Class 13 contains 45778 members 
Mstep: Class 14 contains 46294 members 
Mstep: Class 15 contains 26843 members 
Mstep: Class 16 contains 45321 members 
Mstep: Class 17 contains 47644 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1696 members 
Mstep: Class 21 contains 42278 members 
Mstep: Class 22 contains 6173 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 113Q: 23 clusters Score -1.112035e+08 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 43876 members 
Mstep: Class 3 contains 13030 members 
Mstep: Class 4 contains 46672 members 
Mstep: Class 5 contains 46955 members 
Mstep: Class 6 contains 50242 members 
Mstep: Class 7 contains 584 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 51103 members 
Mstep: Class 11 contains 47653 members 
Mstep: Class 12 contains 50328 members 
Mstep: Class 13 contains 45783 members 
Mstep: Class 14 contains 46288 members 
Mstep: Class 15 contains 26818 members 
Mstep: Class 16 contains 45340 members 
Mstep: Class 17 contains 47662 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1696 members 
Mstep: Class 21 contains 42273 members 
Mstep: Class 22 contains 6160 members 
Entering Unmasked Estep 
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Score: -111203232.000000 Penalty: 72750.632812
Iteration 114Q: 23 clusters Score -1.112032e+08 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 43854 members 
Mstep: Class 3 contains 13227 members 
Mstep: Class 4 contains 46586 members 
Mstep: Class 5 contains 46965 members 
Mstep: Class 6 contains 50296 members 
Mstep: Class 7 contains 584 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 51062 members 
Mstep: Class 11 contains 47644 members 
Mstep: Class 12 contains 50249 members 
Mstep: Class 13 contains 45772 members 
Mstep: Class 14 contains 46309 members 
Mstep: Class 15 contains 26778 members 
Mstep: Class 16 contains 45344 members 
Mstep: Class 17 contains 47694 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1695 members 
Mstep: Class 21 contains 42250 members 
Mstep: Class 22 contains 6154 members 
Entering Unmasked Estep 
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Iteration 115Q: 23 clusters Score -1.112037e+08 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 43856 members 
Mstep: Class 3 contains 13420 members 
Mstep: Class 4 contains 46500 members 
Mstep: Class 5 contains 47023 members 
Mstep: Class 6 contains 50305 members 
Mstep: Class 7 contains 584 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 51029 members 
Mstep: Class 11 contains 47644 members 
Mstep: Class 12 contains 50163 members 
Mstep: Class 13 contains 45834 members 
Mstep: Class 14 contains 46291 members 
Mstep: Class 15 contains 26745 members 
Mstep: Class 16 contains 45313 members 
Mstep: Class 17 contains 47701 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1695 members 
Mstep: Class 21 contains 42219 members 
Mstep: Class 22 contains 6142 members 
Entering Unmasked Estep 
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Iteration 116Q: 23 clusters Score -1.112039e+08 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 43853 members 
Mstep: Class 3 contains 13598 members 
Mstep: Class 4 contains 46421 members 
Mstep: Class 5 contains 47027 members 
Mstep: Class 6 contains 50277 members 
Mstep: Class 7 contains 584 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 51003 members 
Mstep: Class 11 contains 47640 members 
Mstep: Class 12 contains 50058 members 
Mstep: Class 13 contains 45900 members 
Mstep: Class 14 contains 46308 members 
Mstep: Class 15 contains 26704 members 
Mstep: Class 16 contains 45318 members 
Mstep: Class 17 contains 47744 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1695 members 
Mstep: Class 21 contains 42209 members 
Mstep: Class 22 contains 6125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111204200.000000 Penalty: 72750.632812
Iteration 117Q: 23 clusters Score -1.112042e+08 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 43840 members 
Mstep: Class 3 contains 13760 members 
Mstep: Class 4 contains 46365 members 
Mstep: Class 5 contains 46949 members 
Mstep: Class 6 contains 50248 members 
Mstep: Class 7 contains 584 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 51008 members 
Mstep: Class 11 contains 47627 members 
Mstep: Class 12 contains 49971 members 
Mstep: Class 13 contains 46012 members 
Mstep: Class 14 contains 46323 members 
Mstep: Class 15 contains 26667 members 
Mstep: Class 16 contains 45334 members 
Mstep: Class 17 contains 47785 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1694 members 
Mstep: Class 21 contains 42193 members 
Mstep: Class 22 contains 6104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111204376.000000 Penalty: 72750.632812
Iteration 118Q: 23 clusters Score -1.112044e+08 nChanged 3001
Entering ConstructFrom: 
Score: -111204376.000000 Penalty: 72750.632812
Entering ConstructFrom: 
Trying to split cluster 1 (2577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Entering Unmasked Estep 
Score: -436339.937500 Penalty: 1947.886475
	Iteration 0F: 2 clusters Score -436339.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -433379.750000 Penalty: 3895.772949
	Iteration 0F: 3 clusters Score -433379.8 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -434186.875000 Penalty: 3895.772949
	Iteration 1F: 3 clusters Score -434186.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -434603.187500 Penalty: 3895.772949
	Iteration 2F: 3 clusters Score -434603.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -434915.531250 Penalty: 3895.772949
	Iteration 3F: 3 clusters Score -434915.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -435244.562500 Penalty: 3895.772949
	Iteration 4F: 3 clusters Score -435244.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -435476.093750 Penalty: 3895.772949
	Iteration 5F: 3 clusters Score -435476.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -435600.625000 Penalty: 3895.772949
	Iteration 6Q: 3 clusters Score -435600.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -435718.500000 Penalty: 3895.772949
	Iteration 7Q: 3 clusters Score -435718.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -435806.750000 Penalty: 3895.772949
	Iteration 8Q: 3 clusters Score -435806.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -435887.312500 Penalty: 3895.772949
	Iteration 9Q: 3 clusters Score -435887.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -435936.812500 Penalty: 3895.772949
	Iteration 10Q: 3 clusters Score -435936.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -435975.031250 Penalty: 3895.772949
	Iteration 11Q: 3 clusters Score -435975 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -436003.312500 Penalty: 3895.772949
	Iteration 12Q: 3 clusters Score -436003.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -436023.156250 Penalty: 3895.772949
	Iteration 13Q: 3 clusters Score -436023.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -436036.531250 Penalty: 3895.772949
	Iteration 14Q: 3 clusters Score -436036.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -436048.718750 Penalty: 3895.772949
	Iteration 15Q: 3 clusters Score -436048.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -436055.031250 Penalty: 3895.772949
	Iteration 16Q: 3 clusters Score -436055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -436059.781250 Penalty: 3895.772949
	Iteration 17Q: 3 clusters Score -436059.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -436062.312500 Penalty: 3895.772949
	Iteration 18Q: 3 clusters Score -436062.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -436062.125000 Penalty: 3895.772949
	Iteration 19Q: 3 clusters Score -436062.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -436064.218750 Penalty: 3895.772949
	Iteration 20F: 3 clusters Score -436064.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -436064.781250 Penalty: 3895.772949
	Iteration 21Q: 3 clusters Score -436064.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -436065.906250 Penalty: 3895.772949
	Iteration 22Q: 3 clusters Score -436065.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -436065.843750 Penalty: 3895.772949
	Iteration 23Q: 3 clusters Score -436065.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -436065.843750 Penalty: 3895.772949
	Iteration 24F: 3 clusters Score -436065.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43802 members 
Entering Unmasked Estep 
Score: -7974474.500000 Penalty: 2650.483887
	Iteration 0F: 2 clusters Score -7974474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -7945441.000000 Penalty: 5300.967773
	Iteration 0F: 3 clusters Score -7945441 nChanged 20123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -7956323.000000 Penalty: 5300.967773
	Iteration 1F: 3 clusters Score -7956323 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -7956771.000000 Penalty: 5300.967773
	Iteration 2Q: 3 clusters Score -7956771 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -7957265.500000 Penalty: 5300.967773
	Iteration 3Q: 3 clusters Score -7957266 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -7957787.500000 Penalty: 5300.967773
	Iteration 4Q: 3 clusters Score -7957788 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -7958515.000000 Penalty: 5300.967773
	Iteration 5Q: 3 clusters Score -7958515 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -7959461.000000 Penalty: 5300.967773
	Iteration 6Q: 3 clusters Score -7959461 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -7960714.000000 Penalty: 5300.967773
	Iteration 7Q: 3 clusters Score -7960714 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -7962275.500000 Penalty: 5300.967773
	Iteration 8F: 3 clusters Score -7962276 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -7964225.500000 Penalty: 5300.967773
	Iteration 9F: 3 clusters Score -7964226 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -7966582.500000 Penalty: 5300.967773
	Iteration 10F: 3 clusters Score -7966582 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -7968551.000000 Penalty: 5300.967773
	Iteration 11F: 3 clusters Score -7968551 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -7969605.000000 Penalty: 5300.967773
	Iteration 12Q: 3 clusters Score -7969605 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -7970210.000000 Penalty: 5300.967773
	Iteration 13Q: 3 clusters Score -7970210 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31631 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -7970620.500000 Penalty: 5300.967773
	Iteration 14Q: 3 clusters Score -7970620 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -7970995.000000 Penalty: 5300.967773
	Iteration 15Q: 3 clusters Score -7970995 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32769 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -7971259.500000 Penalty: 5300.967773
	Iteration 16Q: 3 clusters Score -7971260 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -7971484.000000 Penalty: 5300.967773
	Iteration 17Q: 3 clusters Score -7971484 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -7971605.000000 Penalty: 5300.967773
	Iteration 18Q: 3 clusters Score -7971605 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -7971753.500000 Penalty: 5300.967773
	Iteration 19Q: 3 clusters Score -7971754 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -7971845.500000 Penalty: 5300.967773
	Iteration 20F: 3 clusters Score -7971846 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34538 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -7971919.500000 Penalty: 5300.967773
	Iteration 21Q: 3 clusters Score -7971920 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -7971975.000000 Penalty: 5300.967773
	Iteration 22Q: 3 clusters Score -7971975 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -7972021.000000 Penalty: 5300.967773
	Iteration 23Q: 3 clusters Score -7972021 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -7972081.500000 Penalty: 5300.967773
	Iteration 24Q: 3 clusters Score -7972082 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -7972152.000000 Penalty: 5300.967773
	Iteration 25Q: 3 clusters Score -7972152 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35751 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -7972226.500000 Penalty: 5300.967773
	Iteration 26Q: 3 clusters Score -7972226 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -7972265.000000 Penalty: 5300.967773
	Iteration 27Q: 3 clusters Score -7972265 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -7972301.500000 Penalty: 5300.967773
	Iteration 28Q: 3 clusters Score -7972302 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -7972390.000000 Penalty: 5300.967773
	Iteration 29Q: 3 clusters Score -7972390 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -7972413.000000 Penalty: 5300.967773
	Iteration 30Q: 3 clusters Score -7972413 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37339 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -7972496.000000 Penalty: 5300.967773
	Iteration 31Q: 3 clusters Score -7972496 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37687 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -7972561.500000 Penalty: 5300.967773
	Iteration 32Q: 3 clusters Score -7972562 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38035 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -7972599.000000 Penalty: 5300.967773
	Iteration 33Q: 3 clusters Score -7972599 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -7972680.500000 Penalty: 5300.967773
	Iteration 34Q: 3 clusters Score -7972680 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -7972707.000000 Penalty: 5300.967773
	Iteration 35Q: 3 clusters Score -7972707 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -7972726.000000 Penalty: 5300.967773
	Iteration 36Q: 3 clusters Score -7972726 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39323 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -7972789.500000 Penalty: 5300.967773
	Iteration 37Q: 3 clusters Score -7972790 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -7972853.000000 Penalty: 5300.967773
	Iteration 38Q: 3 clusters Score -7972853 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -7972859.000000 Penalty: 5300.967773
	Iteration 39Q: 3 clusters Score -7972859 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -7972892.500000 Penalty: 5300.967773
	Iteration 40F: 3 clusters Score -7972892 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -7972918.000000 Penalty: 5300.967773
	Iteration 41Q: 3 clusters Score -7972918 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -7972915.000000 Penalty: 5300.967773
	Iteration 42Q: 3 clusters Score -7972915 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -7972958.500000 Penalty: 5300.967773
	Iteration 43Q: 3 clusters Score -7972958 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40844 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -7972945.500000 Penalty: 5300.967773
	Iteration 44Q: 3 clusters Score -7972946 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -7972944.000000 Penalty: 5300.967773
	Iteration 45Q: 3 clusters Score -7972944 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -7972947.500000 Penalty: 5300.967773
	Iteration 46Q: 3 clusters Score -7972948 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -7972951.500000 Penalty: 5300.967773
	Iteration 47Q: 3 clusters Score -7972952 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -7972944.500000 Penalty: 5300.967773
	Iteration 48Q: 3 clusters Score -7972944 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -7972949.000000 Penalty: 5300.967773
	Iteration 49Q: 3 clusters Score -7972949 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41479 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -7972975.500000 Penalty: 5300.967773
	Iteration 50Q: 3 clusters Score -7972976 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -7972957.500000 Penalty: 5300.967773
	Iteration 51Q: 3 clusters Score -7972958 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41626 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -7972961.000000 Penalty: 5300.967773
	Iteration 52Q: 3 clusters Score -7972961 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -7972960.500000 Penalty: 5300.967773
	Iteration 53Q: 3 clusters Score -7972960 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41740 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -7972951.000000 Penalty: 5300.967773
	Iteration 54Q: 3 clusters Score -7972951 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -7972939.500000 Penalty: 5300.967773
	Iteration 55Q: 3 clusters Score -7972940 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41831 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -7972940.500000 Penalty: 5300.967773
	Iteration 56Q: 3 clusters Score -7972940 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -7972926.500000 Penalty: 5300.967773
	Iteration 57Q: 3 clusters Score -7972926 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -7972922.500000 Penalty: 5300.967773
	Iteration 58Q: 3 clusters Score -7972922 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -7972922.000000 Penalty: 5300.967773
	Iteration 59Q: 3 clusters Score -7972922 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41975 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -7972921.000000 Penalty: 5300.967773
	Iteration 60F: 3 clusters Score -7972921 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -7972913.500000 Penalty: 5300.967773
	Iteration 61Q: 3 clusters Score -7972914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -7972910.000000 Penalty: 5300.967773
	Iteration 62Q: 3 clusters Score -7972910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -7972891.500000 Penalty: 5300.967773
	Iteration 63Q: 3 clusters Score -7972892 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -7972894.500000 Penalty: 5300.967773
	Iteration 64Q: 3 clusters Score -7972894 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42141 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -7972897.500000 Penalty: 5300.967773
	Iteration 65Q: 3 clusters Score -7972898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -7972892.000000 Penalty: 5300.967773
	Iteration 66Q: 3 clusters Score -7972892 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -7972874.000000 Penalty: 5300.967773
	Iteration 67Q: 3 clusters Score -7972874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42220 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -7972874.000000 Penalty: 5300.967773
	Iteration 68Q: 3 clusters Score -7972874 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42246 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -7972868.000000 Penalty: 5300.967773
	Iteration 69Q: 3 clusters Score -7972868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -7972869.500000 Penalty: 5300.967773
	Iteration 70Q: 3 clusters Score -7972870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -7972869.500000 Penalty: 5300.967773
	Iteration 71Q: 3 clusters Score -7972870 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42293 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -7972866.500000 Penalty: 5300.967773
	Iteration 72Q: 3 clusters Score -7972866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -7972861.500000 Penalty: 5300.967773
	Iteration 73Q: 3 clusters Score -7972862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -7972848.500000 Penalty: 5300.967773
	Iteration 74Q: 3 clusters Score -7972848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -7972856.500000 Penalty: 5300.967773
	Iteration 75Q: 3 clusters Score -7972856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -7972862.000000 Penalty: 5300.967773
	Iteration 76Q: 3 clusters Score -7972862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -7972865.000000 Penalty: 5300.967773
	Iteration 77Q: 3 clusters Score -7972865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42342 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -7972865.000000 Penalty: 5300.967773
	Iteration 78Q: 3 clusters Score -7972865 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42348 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -7972862.000000 Penalty: 5300.967773
	Iteration 79Q: 3 clusters Score -7972862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -7972868.000000 Penalty: 5300.967773
	Iteration 80F: 3 clusters Score -7972868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -7972871.500000 Penalty: 5300.967773
	Iteration 81Q: 3 clusters Score -7972872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -7972875.000000 Penalty: 5300.967773
	Iteration 82Q: 3 clusters Score -7972875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -7972862.000000 Penalty: 5300.967773
	Iteration 83Q: 3 clusters Score -7972862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42365 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -7972863.000000 Penalty: 5300.967773
	Iteration 84Q: 3 clusters Score -7972863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42372 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -7972863.000000 Penalty: 5300.967773
	Iteration 85Q: 3 clusters Score -7972863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -7972861.000000 Penalty: 5300.967773
	Iteration 86Q: 3 clusters Score -7972861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42379 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -7972870.500000 Penalty: 5300.967773
	Iteration 87Q: 3 clusters Score -7972870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -7972863.500000 Penalty: 5300.967773
	Iteration 88Q: 3 clusters Score -7972864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -7972866.500000 Penalty: 5300.967773
	Iteration 89Q: 3 clusters Score -7972866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42384 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -7972868.500000 Penalty: 5300.967773
	Iteration 90Q: 3 clusters Score -7972868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -7972873.000000 Penalty: 5300.967773
	Iteration 91Q: 3 clusters Score -7972873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -7972873.000000 Penalty: 5300.967773
	Iteration 92F: 3 clusters Score -7972873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Entering Unmasked Estep 
Score: -2535909.250000 Penalty: 2365.974365
	Iteration 0F: 2 clusters Score -2535909 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -2525814.250000 Penalty: 4731.948730
	Iteration 0F: 3 clusters Score -2525814 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -2528978.750000 Penalty: 4731.948730
	Iteration 1F: 3 clusters Score -2528979 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -2529420.750000 Penalty: 4731.948730
	Iteration 2F: 3 clusters Score -2529421 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2529877.750000 Penalty: 4731.948730
	Iteration 3F: 3 clusters Score -2529878 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -2530381.500000 Penalty: 4731.948730
	Iteration 4F: 3 clusters Score -2530382 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2530892.500000 Penalty: 4731.948730
	Iteration 5F: 3 clusters Score -2530892 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -2531443.500000 Penalty: 4731.948730
	Iteration 6F: 3 clusters Score -2531444 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -2532054.000000 Penalty: 4731.948730
	Iteration 7F: 3 clusters Score -2532054 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2532731.250000 Penalty: 4731.948730
	Iteration 8F: 3 clusters Score -2532731 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -2533321.250000 Penalty: 4731.948730
	Iteration 9F: 3 clusters Score -2533321 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2533724.250000 Penalty: 4731.948730
	Iteration 10Q: 3 clusters Score -2533724 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -2533965.000000 Penalty: 4731.948730
	Iteration 11Q: 3 clusters Score -2533965 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -2534121.000000 Penalty: 4731.948730
	Iteration 12Q: 3 clusters Score -2534121 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -2534243.000000 Penalty: 4731.948730
	Iteration 13Q: 3 clusters Score -2534243 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -2534305.000000 Penalty: 4731.948730
	Iteration 14Q: 3 clusters Score -2534305 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2534357.500000 Penalty: 4731.948730
	Iteration 15Q: 3 clusters Score -2534358 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2534397.250000 Penalty: 4731.948730
	Iteration 16Q: 3 clusters Score -2534397 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -2534435.750000 Penalty: 4731.948730
	Iteration 17Q: 3 clusters Score -2534436 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -2534458.250000 Penalty: 4731.948730
	Iteration 18Q: 3 clusters Score -2534458 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2534468.500000 Penalty: 4731.948730
	Iteration 19Q: 3 clusters Score -2534468 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2534482.250000 Penalty: 4731.948730
	Iteration 20F: 3 clusters Score -2534482 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2534495.750000 Penalty: 4731.948730
	Iteration 21Q: 3 clusters Score -2534496 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2534509.000000 Penalty: 4731.948730
	Iteration 22Q: 3 clusters Score -2534509 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -2534504.250000 Penalty: 4731.948730
	Iteration 23Q: 3 clusters Score -2534504 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -2534511.500000 Penalty: 4731.948730
	Iteration 24Q: 3 clusters Score -2534512 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -2534522.250000 Penalty: 4731.948730
	Iteration 25Q: 3 clusters Score -2534522 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -2534523.000000 Penalty: 4731.948730
	Iteration 26Q: 3 clusters Score -2534523 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -2534526.500000 Penalty: 4731.948730
	Iteration 27Q: 3 clusters Score -2534526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2534525.500000 Penalty: 4731.948730
	Iteration 28Q: 3 clusters Score -2534526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -2534517.250000 Penalty: 4731.948730
	Iteration 29Q: 3 clusters Score -2534517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -2534525.500000 Penalty: 4731.948730
	Iteration 30Q: 3 clusters Score -2534526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -2534529.750000 Penalty: 4731.948730
	Iteration 31Q: 3 clusters Score -2534530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -2534533.000000 Penalty: 4731.948730
	Iteration 32Q: 3 clusters Score -2534533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2534539.500000 Penalty: 4731.948730
	Iteration 33Q: 3 clusters Score -2534540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2534541.750000 Penalty: 4731.948730
	Iteration 34Q: 3 clusters Score -2534542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -2534541.750000 Penalty: 4731.948730
	Iteration 35Q: 3 clusters Score -2534542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2534545.000000 Penalty: 4731.948730
	Iteration 36Q: 3 clusters Score -2534545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -2534547.000000 Penalty: 4731.948730
	Iteration 37Q: 3 clusters Score -2534547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -2534548.500000 Penalty: 4731.948730
	Iteration 38Q: 3 clusters Score -2534548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -2534549.000000 Penalty: 4731.948730
	Iteration 39Q: 3 clusters Score -2534549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2534547.500000 Penalty: 4731.948730
	Iteration 40F: 3 clusters Score -2534548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -2534546.500000 Penalty: 4731.948730
	Iteration 41Q: 3 clusters Score -2534546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -2534548.500000 Penalty: 4731.948730
	Iteration 42Q: 3 clusters Score -2534548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -2534550.250000 Penalty: 4731.948730
	Iteration 43Q: 3 clusters Score -2534550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -2534551.000000 Penalty: 4731.948730
	Iteration 44Q: 3 clusters Score -2534551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -2534552.750000 Penalty: 4731.948730
	Iteration 45Q: 3 clusters Score -2534553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2534552.750000 Penalty: 4731.948730
	Iteration 46Q: 3 clusters Score -2534553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2534552.000000 Penalty: 4731.948730
	Iteration 47Q: 3 clusters Score -2534552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2534553.000000 Penalty: 4731.948730
	Iteration 48Q: 3 clusters Score -2534553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -2534555.500000 Penalty: 4731.948730
	Iteration 49Q: 3 clusters Score -2534556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2534549.250000 Penalty: 4731.948730
	Iteration 50Q: 3 clusters Score -2534549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2534550.500000 Penalty: 4731.948730
	Iteration 51Q: 3 clusters Score -2534550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2534557.250000 Penalty: 4731.948730
	Iteration 52Q: 3 clusters Score -2534557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -2534556.500000 Penalty: 4731.948730
	Iteration 53Q: 3 clusters Score -2534556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2534556.000000 Penalty: 4731.948730
	Iteration 54Q: 3 clusters Score -2534556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2534555.250000 Penalty: 4731.948730
	Iteration 55Q: 3 clusters Score -2534555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2534555.500000 Penalty: 4731.948730
	Iteration 56Q: 3 clusters Score -2534556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -2534554.500000 Penalty: 4731.948730
	Iteration 57Q: 3 clusters Score -2534554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -2534554.500000 Penalty: 4731.948730
	Iteration 58F: 3 clusters Score -2534554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46339 members 
Entering Unmasked Estep 
Score: -8591014.000000 Penalty: 2664.447266
	Iteration 0F: 2 clusters Score -8591014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 23090 members 
Entering Unmasked Estep 
Score: -8561649.000000 Penalty: 5328.894531
	Iteration 0F: 3 clusters Score -8561649 nChanged 21360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -8573449.000000 Penalty: 5328.894531
	Iteration 1F: 3 clusters Score -8573449 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -8573995.000000 Penalty: 5328.894531
	Iteration 2Q: 3 clusters Score -8573995 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -8574501.000000 Penalty: 5328.894531
	Iteration 3Q: 3 clusters Score -8574501 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -8575074.000000 Penalty: 5328.894531
	Iteration 4Q: 3 clusters Score -8575074 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -8575620.000000 Penalty: 5328.894531
	Iteration 5Q: 3 clusters Score -8575620 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25141 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -8576229.000000 Penalty: 5328.894531
	Iteration 6Q: 3 clusters Score -8576229 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -8576949.000000 Penalty: 5328.894531
	Iteration 7Q: 3 clusters Score -8576949 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -8577937.000000 Penalty: 5328.894531
	Iteration 8Q: 3 clusters Score -8577937 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -8579039.000000 Penalty: 5328.894531
	Iteration 9Q: 3 clusters Score -8579039 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -8580432.000000 Penalty: 5328.894531
	Iteration 10Q: 3 clusters Score -8580432 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -8582013.000000 Penalty: 5328.894531
	Iteration 11F: 3 clusters Score -8582013 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -8583524.000000 Penalty: 5328.894531
	Iteration 12Q: 3 clusters Score -8583524 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -8585056.000000 Penalty: 5328.894531
	Iteration 13Q: 3 clusters Score -8585056 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -8586327.000000 Penalty: 5328.894531
	Iteration 14Q: 3 clusters Score -8586327 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -8587344.000000 Penalty: 5328.894531
	Iteration 15Q: 3 clusters Score -8587344 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -8587995.000000 Penalty: 5328.894531
	Iteration 16Q: 3 clusters Score -8587995 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42701 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -8588452.000000 Penalty: 5328.894531
	Iteration 17Q: 3 clusters Score -8588452 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -8588752.000000 Penalty: 5328.894531
	Iteration 18Q: 3 clusters Score -8588752 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43819 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -8588955.000000 Penalty: 5328.894531
	Iteration 19Q: 3 clusters Score -8588955 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -8589126.000000 Penalty: 5328.894531
	Iteration 20F: 3 clusters Score -8589126 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44405 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -8589204.000000 Penalty: 5328.894531
	Iteration 21Q: 3 clusters Score -8589204 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44605 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -8589256.000000 Penalty: 5328.894531
	Iteration 22Q: 3 clusters Score -8589256 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44761 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -8589296.000000 Penalty: 5328.894531
	Iteration 23Q: 3 clusters Score -8589296 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44885 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -8589319.000000 Penalty: 5328.894531
	Iteration 24Q: 3 clusters Score -8589319 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44975 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -8589339.000000 Penalty: 5328.894531
	Iteration 25Q: 3 clusters Score -8589339 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45039 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -8589357.000000 Penalty: 5328.894531
	Iteration 26Q: 3 clusters Score -8589357 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45098 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -8589372.000000 Penalty: 5328.894531
	Iteration 27Q: 3 clusters Score -8589372 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -8589374.000000 Penalty: 5328.894531
	Iteration 28Q: 3 clusters Score -8589374 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -8589396.000000 Penalty: 5328.894531
	Iteration 29Q: 3 clusters Score -8589396 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45226 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -8589403.000000 Penalty: 5328.894531
	Iteration 30Q: 3 clusters Score -8589403 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45250 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8589426.000000 Penalty: 5328.894531
	Iteration 31Q: 3 clusters Score -8589426 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45269 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -8589419.000000 Penalty: 5328.894531
	Iteration 32Q: 3 clusters Score -8589419 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45286 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8589423.000000 Penalty: 5328.894531
	Iteration 33Q: 3 clusters Score -8589423 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45304 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -8589454.000000 Penalty: 5328.894531
	Iteration 34Q: 3 clusters Score -8589454 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45334 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -8589459.000000 Penalty: 5328.894531
	Iteration 35Q: 3 clusters Score -8589459 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45360 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -8589482.000000 Penalty: 5328.894531
	Iteration 36Q: 3 clusters Score -8589482 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45379 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -8589510.000000 Penalty: 5328.894531
	Iteration 37Q: 3 clusters Score -8589510 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -8589533.000000 Penalty: 5328.894531
	Iteration 38Q: 3 clusters Score -8589533 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -8589551.000000 Penalty: 5328.894531
	Iteration 39Q: 3 clusters Score -8589551 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45424 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -8589567.000000 Penalty: 5328.894531
	Iteration 40F: 3 clusters Score -8589567 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45436 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -8589610.000000 Penalty: 5328.894531
	Iteration 41Q: 3 clusters Score -8589610 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45453 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -8589651.000000 Penalty: 5328.894531
	Iteration 42Q: 3 clusters Score -8589651 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -8589681.000000 Penalty: 5328.894531
	Iteration 43Q: 3 clusters Score -8589681 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45491 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -8589698.000000 Penalty: 5328.894531
	Iteration 44Q: 3 clusters Score -8589698 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45521 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -8589730.000000 Penalty: 5328.894531
	Iteration 45Q: 3 clusters Score -8589730 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -8589729.000000 Penalty: 5328.894531
	Iteration 46Q: 3 clusters Score -8589729 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -8589739.000000 Penalty: 5328.894531
	Iteration 47Q: 3 clusters Score -8589739 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45577 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -8589750.000000 Penalty: 5328.894531
	Iteration 48Q: 3 clusters Score -8589750 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45599 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -8589765.000000 Penalty: 5328.894531
	Iteration 49Q: 3 clusters Score -8589765 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45615 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -8589780.000000 Penalty: 5328.894531
	Iteration 50Q: 3 clusters Score -8589780 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45629 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -8589787.000000 Penalty: 5328.894531
	Iteration 51Q: 3 clusters Score -8589787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -8589797.000000 Penalty: 5328.894531
	Iteration 52Q: 3 clusters Score -8589797 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45650 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8589812.000000 Penalty: 5328.894531
	Iteration 53Q: 3 clusters Score -8589812 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45666 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -8589830.000000 Penalty: 5328.894531
	Iteration 54Q: 3 clusters Score -8589830 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45687 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8589857.000000 Penalty: 5328.894531
	Iteration 55Q: 3 clusters Score -8589857 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -8589870.000000 Penalty: 5328.894531
	Iteration 56Q: 3 clusters Score -8589870 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45723 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -8589894.000000 Penalty: 5328.894531
	Iteration 57Q: 3 clusters Score -8589894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45729 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -8589908.000000 Penalty: 5328.894531
	Iteration 58Q: 3 clusters Score -8589908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45741 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -8589927.000000 Penalty: 5328.894531
	Iteration 59Q: 3 clusters Score -8589927 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45750 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -8589944.000000 Penalty: 5328.894531
	Iteration 60F: 3 clusters Score -8589944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45752 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8589971.000000 Penalty: 5328.894531
	Iteration 61Q: 3 clusters Score -8589971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8589979.000000 Penalty: 5328.894531
	Iteration 62Q: 3 clusters Score -8589979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45766 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8589994.000000 Penalty: 5328.894531
	Iteration 63Q: 3 clusters Score -8589994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45774 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -8590012.000000 Penalty: 5328.894531
	Iteration 64Q: 3 clusters Score -8590012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45780 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -8590013.000000 Penalty: 5328.894531
	Iteration 65Q: 3 clusters Score -8590013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45787 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -8590022.000000 Penalty: 5328.894531
	Iteration 66Q: 3 clusters Score -8590022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45792 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -8590034.000000 Penalty: 5328.894531
	Iteration 67Q: 3 clusters Score -8590034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45796 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8590046.000000 Penalty: 5328.894531
	Iteration 68Q: 3 clusters Score -8590046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45801 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -8590060.000000 Penalty: 5328.894531
	Iteration 69Q: 3 clusters Score -8590060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45805 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -8590079.000000 Penalty: 5328.894531
	Iteration 70Q: 3 clusters Score -8590079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45812 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -8590086.000000 Penalty: 5328.894531
	Iteration 71Q: 3 clusters Score -8590086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45820 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8590088.000000 Penalty: 5328.894531
	Iteration 72Q: 3 clusters Score -8590088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45821 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -8590087.000000 Penalty: 5328.894531
	Iteration 73Q: 3 clusters Score -8590087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45825 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -8590104.000000 Penalty: 5328.894531
	Iteration 74Q: 3 clusters Score -8590104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45828 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8590109.000000 Penalty: 5328.894531
	Iteration 75Q: 3 clusters Score -8590109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45832 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8590117.000000 Penalty: 5328.894531
	Iteration 76Q: 3 clusters Score -8590117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8590121.000000 Penalty: 5328.894531
	Iteration 77Q: 3 clusters Score -8590121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45843 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8590123.000000 Penalty: 5328.894531
	Iteration 78Q: 3 clusters Score -8590123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45848 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8590133.000000 Penalty: 5328.894531
	Iteration 79Q: 3 clusters Score -8590133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45852 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8590136.000000 Penalty: 5328.894531
	Iteration 80F: 3 clusters Score -8590136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45858 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8590139.000000 Penalty: 5328.894531
	Iteration 81Q: 3 clusters Score -8590139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45866 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8590153.000000 Penalty: 5328.894531
	Iteration 82Q: 3 clusters Score -8590153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8590150.000000 Penalty: 5328.894531
	Iteration 83Q: 3 clusters Score -8590150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45877 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -8590167.000000 Penalty: 5328.894531
	Iteration 84Q: 3 clusters Score -8590167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45881 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -8590170.000000 Penalty: 5328.894531
	Iteration 85Q: 3 clusters Score -8590170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45884 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -8590169.000000 Penalty: 5328.894531
	Iteration 86Q: 3 clusters Score -8590169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45887 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -8590170.000000 Penalty: 5328.894531
	Iteration 87Q: 3 clusters Score -8590170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45894 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -8590185.000000 Penalty: 5328.894531
	Iteration 88Q: 3 clusters Score -8590185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45899 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -8590197.000000 Penalty: 5328.894531
	Iteration 89Q: 3 clusters Score -8590197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45903 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -8590199.000000 Penalty: 5328.894531
	Iteration 90Q: 3 clusters Score -8590199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45908 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8590217.000000 Penalty: 5328.894531
	Iteration 91Q: 3 clusters Score -8590217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45905 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -8590212.000000 Penalty: 5328.894531
	Iteration 92Q: 3 clusters Score -8590212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -8590216.000000 Penalty: 5328.894531
	Iteration 93Q: 3 clusters Score -8590216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45907 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -8590239.000000 Penalty: 5328.894531
	Iteration 94Q: 3 clusters Score -8590239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45907 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -8590237.000000 Penalty: 5328.894531
	Iteration 95Q: 3 clusters Score -8590237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45908 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8590239.000000 Penalty: 5328.894531
	Iteration 96Q: 3 clusters Score -8590239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45909 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -8590247.000000 Penalty: 5328.894531
	Iteration 97Q: 3 clusters Score -8590247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45910 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -8590246.000000 Penalty: 5328.894531
	Iteration 98Q: 3 clusters Score -8590246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45912 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8590251.000000 Penalty: 5328.894531
	Iteration 99Q: 3 clusters Score -8590251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45913 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -8590252.000000 Penalty: 5328.894531
	Iteration 100F: 3 clusters Score -8590252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45912 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8590250.000000 Penalty: 5328.894531
	Iteration 101Q: 3 clusters Score -8590250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45915 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -8590263.000000 Penalty: 5328.894531
	Iteration 102Q: 3 clusters Score -8590263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45917 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -8590264.000000 Penalty: 5328.894531
	Iteration 103Q: 3 clusters Score -8590264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45921 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8590264.000000 Penalty: 5328.894531
	Iteration 104Q: 3 clusters Score -8590264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45925 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8590265.000000 Penalty: 5328.894531
	Iteration 105Q: 3 clusters Score -8590265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45927 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -8590258.000000 Penalty: 5328.894531
	Iteration 106Q: 3 clusters Score -8590258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45928 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -8590266.000000 Penalty: 5328.894531
	Iteration 107Q: 3 clusters Score -8590266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45929 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8590264.000000 Penalty: 5328.894531
	Iteration 108Q: 3 clusters Score -8590264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45931 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -8590272.000000 Penalty: 5328.894531
	Iteration 109Q: 3 clusters Score -8590272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8590269.000000 Penalty: 5328.894531
	Iteration 110Q: 3 clusters Score -8590269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45935 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -8590272.000000 Penalty: 5328.894531
	Iteration 111Q: 3 clusters Score -8590272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45936 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -8590275.000000 Penalty: 5328.894531
	Iteration 112Q: 3 clusters Score -8590275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -8590278.000000 Penalty: 5328.894531
	Iteration 113Q: 3 clusters Score -8590278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -8590277.000000 Penalty: 5328.894531
	Iteration 114Q: 3 clusters Score -8590277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45939 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -8590282.000000 Penalty: 5328.894531
	Iteration 115Q: 3 clusters Score -8590282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45939 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -8590282.000000 Penalty: 5328.894531
	Iteration 116F: 3 clusters Score -8590282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46904 members 
Entering Unmasked Estep 
Score: -8652364.000000 Penalty: 2667.452881
	Iteration 0F: 2 clusters Score -8652364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -8623649.000000 Penalty: 5334.905762
	Iteration 0F: 3 clusters Score -8623649 nChanged 21543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22996 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -8635596.000000 Penalty: 5334.905762
	Iteration 1F: 3 clusters Score -8635596 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -8636078.000000 Penalty: 5334.905762
	Iteration 2Q: 3 clusters Score -8636078 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -8636578.000000 Penalty: 5334.905762
	Iteration 3Q: 3 clusters Score -8636578 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -8637021.000000 Penalty: 5334.905762
	Iteration 4Q: 3 clusters Score -8637021 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -8637515.000000 Penalty: 5334.905762
	Iteration 5Q: 3 clusters Score -8637515 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -8638134.000000 Penalty: 5334.905762
	Iteration 6Q: 3 clusters Score -8638134 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -8638856.000000 Penalty: 5334.905762
	Iteration 7Q: 3 clusters Score -8638856 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -8640061.000000 Penalty: 5334.905762
	Iteration 8Q: 3 clusters Score -8640061 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -8641781.000000 Penalty: 5334.905762
	Iteration 9F: 3 clusters Score -8641781 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -8643941.000000 Penalty: 5334.905762
	Iteration 10F: 3 clusters Score -8643941 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -8646290.000000 Penalty: 5334.905762
	Iteration 11F: 3 clusters Score -8646290 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
Score: -8648100.000000 Penalty: 5334.905762
	Iteration 12F: 3 clusters Score -8648100 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 43028 members 
Entering Unmasked Estep 
Score: -8649177.000000 Penalty: 5334.905762
	Iteration 13Q: 3 clusters Score -8649177 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 44258 members 
Entering Unmasked Estep 
Score: -8649639.000000 Penalty: 5334.905762
	Iteration 14Q: 3 clusters Score -8649639 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 45076 members 
Entering Unmasked Estep 
Score: -8649878.000000 Penalty: 5334.905762
	Iteration 15Q: 3 clusters Score -8649878 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 45606 members 
Entering Unmasked Estep 
Score: -8649983.000000 Penalty: 5334.905762
	Iteration 16Q: 3 clusters Score -8649983 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -8650088.000000 Penalty: 5334.905762
	Iteration 17Q: 3 clusters Score -8650088 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 46174 members 
Entering Unmasked Estep 
Score: -8650121.000000 Penalty: 5334.905762
	Iteration 18Q: 3 clusters Score -8650121 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 46282 members 
Entering Unmasked Estep 
Score: -8650162.000000 Penalty: 5334.905762
	Iteration 19Q: 3 clusters Score -8650162 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 46356 members 
Entering Unmasked Estep 
Score: -8650192.000000 Penalty: 5334.905762
	Iteration 20F: 3 clusters Score -8650192 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 46404 members 
Entering Unmasked Estep 
Score: -8650222.000000 Penalty: 5334.905762
	Iteration 21Q: 3 clusters Score -8650222 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 46449 members 
Entering Unmasked Estep 
Score: -8650235.000000 Penalty: 5334.905762
	Iteration 22Q: 3 clusters Score -8650235 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 46467 members 
Entering Unmasked Estep 
Score: -8650244.000000 Penalty: 5334.905762
	Iteration 23Q: 3 clusters Score -8650244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 46474 members 
Entering Unmasked Estep 
Score: -8650249.000000 Penalty: 5334.905762
	Iteration 24Q: 3 clusters Score -8650249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 46483 members 
Entering Unmasked Estep 
Score: -8650247.000000 Penalty: 5334.905762
	Iteration 25Q: 3 clusters Score -8650247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 46488 members 
Entering Unmasked Estep 
Score: -8650260.000000 Penalty: 5334.905762
	Iteration 26Q: 3 clusters Score -8650260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 46492 members 
Entering Unmasked Estep 
Score: -8650270.000000 Penalty: 5334.905762
	Iteration 27Q: 3 clusters Score -8650270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 46495 members 
Entering Unmasked Estep 
Score: -8650272.000000 Penalty: 5334.905762
	Iteration 28Q: 3 clusters Score -8650272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -8650276.000000 Penalty: 5334.905762
	Iteration 29Q: 3 clusters Score -8650276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
Score: -8650282.000000 Penalty: 5334.905762
	Iteration 30Q: 3 clusters Score -8650282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
Score: -8650281.000000 Penalty: 5334.905762
	Iteration 31Q: 3 clusters Score -8650281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -8650290.000000 Penalty: 5334.905762
	Iteration 32Q: 3 clusters Score -8650290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 46501 members 
Entering Unmasked Estep 
Score: -8650293.000000 Penalty: 5334.905762
	Iteration 33Q: 3 clusters Score -8650293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 46501 members 
Entering Unmasked Estep 
Score: -8650303.000000 Penalty: 5334.905762
	Iteration 34Q: 3 clusters Score -8650303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 46503 members 
Entering Unmasked Estep 
Score: -8650303.000000 Penalty: 5334.905762
	Iteration 35Q: 3 clusters Score -8650303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 46504 members 
Entering Unmasked Estep 
Score: -8650303.000000 Penalty: 5334.905762
	Iteration 36Q: 3 clusters Score -8650303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 46506 members 
Entering Unmasked Estep 
Score: -8650307.000000 Penalty: 5334.905762
	Iteration 37Q: 3 clusters Score -8650307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -8650306.000000 Penalty: 5334.905762
	Iteration 38Q: 3 clusters Score -8650306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -8650306.000000 Penalty: 5334.905762
	Iteration 39F: 3 clusters Score -8650306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (50299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50299 members 
Entering Unmasked Estep 
Score: -9277565.000000 Penalty: 2684.783691
	Iteration 0F: 2 clusters Score -9277565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -9246905.000000 Penalty: 5369.567383
	Iteration 0F: 3 clusters Score -9246905 nChanged 23373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -9259805.000000 Penalty: 5369.567383
	Iteration 1F: 3 clusters Score -9259805 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -9260443.000000 Penalty: 5369.567383
	Iteration 2Q: 3 clusters Score -9260443 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -9261031.000000 Penalty: 5369.567383
	Iteration 3Q: 3 clusters Score -9261031 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -9261654.000000 Penalty: 5369.567383
	Iteration 4Q: 3 clusters Score -9261654 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -9262390.000000 Penalty: 5369.567383
	Iteration 5Q: 3 clusters Score -9262390 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -9263277.000000 Penalty: 5369.567383
	Iteration 6Q: 3 clusters Score -9263277 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31992 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -9264299.000000 Penalty: 5369.567383
	Iteration 7Q: 3 clusters Score -9264299 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -9265724.000000 Penalty: 5369.567383
	Iteration 8F: 3 clusters Score -9265724 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -9267435.000000 Penalty: 5369.567383
	Iteration 9F: 3 clusters Score -9267435 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -9269303.000000 Penalty: 5369.567383
	Iteration 10F: 3 clusters Score -9269303 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -9271406.000000 Penalty: 5369.567383
	Iteration 11F: 3 clusters Score -9271406 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45042 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -9272945.000000 Penalty: 5369.567383
	Iteration 12Q: 3 clusters Score -9272945 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -9273815.000000 Penalty: 5369.567383
	Iteration 13Q: 3 clusters Score -9273815 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48138 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -9274438.000000 Penalty: 5369.567383
	Iteration 14Q: 3 clusters Score -9274438 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48889 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -9274732.000000 Penalty: 5369.567383
	Iteration 15Q: 3 clusters Score -9274732 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49283 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -9274951.000000 Penalty: 5369.567383
	Iteration 16Q: 3 clusters Score -9274951 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49484 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -9275044.000000 Penalty: 5369.567383
	Iteration 17Q: 3 clusters Score -9275044 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49605 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -9275100.000000 Penalty: 5369.567383
	Iteration 18Q: 3 clusters Score -9275100 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49673 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -9275156.000000 Penalty: 5369.567383
	Iteration 19Q: 3 clusters Score -9275156 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49725 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -9275226.000000 Penalty: 5369.567383
	Iteration 20F: 3 clusters Score -9275226 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49755 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -9275271.000000 Penalty: 5369.567383
	Iteration 21Q: 3 clusters Score -9275271 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49781 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9275292.000000 Penalty: 5369.567383
	Iteration 22Q: 3 clusters Score -9275292 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49796 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -9275311.000000 Penalty: 5369.567383
	Iteration 23Q: 3 clusters Score -9275311 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49801 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -9275318.000000 Penalty: 5369.567383
	Iteration 24Q: 3 clusters Score -9275318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49807 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -9275326.000000 Penalty: 5369.567383
	Iteration 25Q: 3 clusters Score -9275326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49812 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -9275336.000000 Penalty: 5369.567383
	Iteration 26Q: 3 clusters Score -9275336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -9275343.000000 Penalty: 5369.567383
	Iteration 27Q: 3 clusters Score -9275343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49822 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -9275335.000000 Penalty: 5369.567383
	Iteration 28Q: 3 clusters Score -9275335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49822 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -9275335.000000 Penalty: 5369.567383
	Iteration 29F: 3 clusters Score -9275335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Entering Unmasked Estep 
Score: -84205.570312 Penalty: 1579.735474
	Iteration 0F: 2 clusters Score -84205.57 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 303 members 
Entering Unmasked Estep 
Score: -82704.070312 Penalty: 3159.470947
	Iteration 0F: 3 clusters Score -82704.07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -83154.992188 Penalty: 3159.470947
	Iteration 1F: 3 clusters Score -83154.99 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -83421.750000 Penalty: 3159.470947
	Iteration 2F: 3 clusters Score -83421.75 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -83667.210938 Penalty: 3159.470947
	Iteration 3F: 3 clusters Score -83667.21 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -83864.578125 Penalty: 3159.470947
	Iteration 4F: 3 clusters Score -83864.58 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -84105.195312 Penalty: 3159.470947
	Iteration 5Q: 3 clusters Score -84105.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -84260.023438 Penalty: 3159.470947
	Iteration 6Q: 3 clusters Score -84260.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -84376.789062 Penalty: 3159.470947
	Iteration 7Q: 3 clusters Score -84376.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -84469.796875 Penalty: 3159.470947
	Iteration 8Q: 3 clusters Score -84469.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -84509.867188 Penalty: 3159.470947
	Iteration 9Q: 3 clusters Score -84509.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -84591.117188 Penalty: 3159.470947
	Iteration 10Q: 3 clusters Score -84591.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -84618.687500 Penalty: 3159.470947
	Iteration 11Q: 3 clusters Score -84618.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -84630.554688 Penalty: 3159.470947
	Iteration 12Q: 3 clusters Score -84630.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -84636.617188 Penalty: 3159.470947
	Iteration 13Q: 3 clusters Score -84636.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -84636.617188 Penalty: 3159.470947
	Iteration 14F: 3 clusters Score -84636.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 43802 members 
Mstep: Class 3 contains 13908 members 
Mstep: Class 4 contains 46339 members 
Mstep: Class 5 contains 46904 members 
Mstep: Class 6 contains 50299 members 
Mstep: Class 7 contains 281 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 51019 members 
Mstep: Class 11 contains 47597 members 
Mstep: Class 12 contains 49870 members 
Mstep: Class 13 contains 46126 members 
Mstep: Class 14 contains 46310 members 
Mstep: Class 15 contains 26647 members 
Mstep: Class 16 contains 45344 members 
Mstep: Class 17 contains 47798 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1694 members 
Mstep: Class 21 contains 42147 members 
Mstep: Class 22 contains 6077 members 
Mstep: Class 23 contains 303 members 
Entering Unmasked Estep 
Score: -111203096.000000 Penalty: 76057.484375
Splitting cluster 7 changes total score from -111204376.000000 to -111203096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -23539.289062 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -23539.29 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 147 members 
Entering Unmasked Estep 
Score: -22388.882812 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -22388.88 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -22568.917969 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -22568.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -22605.542969 Penalty: 2838.898193
	Iteration 2Q: 3 clusters Score -22605.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -22617.599609 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -22617.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -22623.257812 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -22623.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -22627.839844 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -22627.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -22627.839844 Penalty: 2838.898193
	Iteration 6F: 3 clusters Score -22627.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -196643.765625 Penalty: 1770.242065
	Iteration 0F: 2 clusters Score -196643.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -194662.078125 Penalty: 3540.484131
	Iteration 0F: 3 clusters Score -194662.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -195414.765625 Penalty: 3540.484131
	Iteration 1F: 3 clusters Score -195414.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -195721.078125 Penalty: 3540.484131
	Iteration 2F: 3 clusters Score -195721.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -195897.812500 Penalty: 3540.484131
	Iteration 3F: 3 clusters Score -195897.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -196026.171875 Penalty: 3540.484131
	Iteration 4Q: 3 clusters Score -196026.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -196113.437500 Penalty: 3540.484131
	Iteration 5Q: 3 clusters Score -196113.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -196164.265625 Penalty: 3540.484131
	Iteration 6Q: 3 clusters Score -196164.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -196216.609375 Penalty: 3540.484131
	Iteration 7Q: 3 clusters Score -196216.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -196274.500000 Penalty: 3540.484131
	Iteration 8Q: 3 clusters Score -196274.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -196330.875000 Penalty: 3540.484131
	Iteration 9Q: 3 clusters Score -196330.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -196357.875000 Penalty: 3540.484131
	Iteration 10Q: 3 clusters Score -196357.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -196385.562500 Penalty: 3540.484131
	Iteration 11Q: 3 clusters Score -196385.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -196402.968750 Penalty: 3540.484131
	Iteration 12Q: 3 clusters Score -196403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -196414.125000 Penalty: 3540.484131
	Iteration 13Q: 3 clusters Score -196414.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -196424.765625 Penalty: 3540.484131
	Iteration 14Q: 3 clusters Score -196424.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -196433.796875 Penalty: 3540.484131
	Iteration 15Q: 3 clusters Score -196433.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -196440.000000 Penalty: 3540.484131
	Iteration 16Q: 3 clusters Score -196440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -196445.640625 Penalty: 3540.484131
	Iteration 17Q: 3 clusters Score -196445.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -196452.281250 Penalty: 3540.484131
	Iteration 18Q: 3 clusters Score -196452.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -196460.359375 Penalty: 3540.484131
	Iteration 19Q: 3 clusters Score -196460.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -196468.375000 Penalty: 3540.484131
	Iteration 20F: 3 clusters Score -196468.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -196471.031250 Penalty: 3540.484131
	Iteration 21Q: 3 clusters Score -196471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -196474.203125 Penalty: 3540.484131
	Iteration 22Q: 3 clusters Score -196474.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -196482.125000 Penalty: 3540.484131
	Iteration 23Q: 3 clusters Score -196482.1 nChanged 6
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: -196494.625000 Penalty: 3540.484131
	Iteration 24Q: 3 clusters Score -196494.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -196508.750000 Penalty: 3540.484131
	Iteration 25Q: 3 clusters Score -196508.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -196524.406250 Penalty: 3540.484131
	Iteration 26Q: 3 clusters Score -196524.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -196548.125000 Penalty: 3540.484131
	Iteration 27Q: 3 clusters Score -196548.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -196579.828125 Penalty: 3540.484131
	Iteration 28Q: 3 clusters Score -196579.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -196590.406250 Penalty: 3540.484131
	Iteration 29Q: 3 clusters Score -196590.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -196614.203125 Penalty: 3540.484131
	Iteration 30Q: 3 clusters Score -196614.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -196632.203125 Penalty: 3540.484131
	Iteration 31Q: 3 clusters Score -196632.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -196647.421875 Penalty: 3540.484131
	Iteration 32Q: 3 clusters Score -196647.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -196658.265625 Penalty: 3540.484131
	Iteration 33Q: 3 clusters Score -196658.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -196677.734375 Penalty: 3540.484131
	Iteration 34Q: 3 clusters Score -196677.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -196707.203125 Penalty: 3540.484131
	Iteration 35Q: 3 clusters Score -196707.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -196749.250000 Penalty: 3540.484131
	Iteration 36Q: 3 clusters Score -196749.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -196776.562500 Penalty: 3540.484131
	Iteration 37Q: 3 clusters Score -196776.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -196800.953125 Penalty: 3540.484131
	Iteration 38Q: 3 clusters Score -196801 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -196805.609375 Penalty: 3540.484131
	Iteration 39Q: 3 clusters Score -196805.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -196806.359375 Penalty: 3540.484131
	Iteration 40F: 3 clusters Score -196806.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 43802 members 
Mstep: Class 3 contains 13908 members 
Mstep: Class 4 contains 46339 members 
Mstep: Class 5 contains 46904 members 
Mstep: Class 6 contains 50299 members 
Mstep: Class 7 contains 584 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 907 members 
Mstep: Class 10 contains 51019 members 
Mstep: Class 11 contains 47597 members 
Mstep: Class 12 contains 49870 members 
Mstep: Class 13 contains 46126 members 
Mstep: Class 14 contains 46310 members 
Mstep: Class 15 contains 26647 members 
Mstep: Class 16 contains 45344 members 
Mstep: Class 17 contains 47798 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1694 members 
Mstep: Class 21 contains 42147 members 
Mstep: Class 22 contains 6077 members 
Mstep: Class 23 contains 352 members 
Entering Unmasked Estep 
Score: -111203104.000000 Penalty: 76057.484375
Splitting cluster 9 changes total score from -111204376.000000 to -111203104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (51019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51019 members 
Entering Unmasked Estep 
Score: -9331668.000000 Penalty: 2688.308350
	Iteration 0F: 2 clusters Score -9331668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -9300238.000000 Penalty: 5376.616699
	Iteration 0F: 3 clusters Score -9300238 nChanged 23647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -9313321.000000 Penalty: 5376.616699
	Iteration 1F: 3 clusters Score -9313321 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -9313945.000000 Penalty: 5376.616699
	Iteration 2Q: 3 clusters Score -9313945 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -9314671.000000 Penalty: 5376.616699
	Iteration 3Q: 3 clusters Score -9314671 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -9315325.000000 Penalty: 5376.616699
	Iteration 4Q: 3 clusters Score -9315325 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -9316047.000000 Penalty: 5376.616699
	Iteration 5Q: 3 clusters Score -9316047 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -9316911.000000 Penalty: 5376.616699
	Iteration 6Q: 3 clusters Score -9316911 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -9318048.000000 Penalty: 5376.616699
	Iteration 7Q: 3 clusters Score -9318048 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -9319441.000000 Penalty: 5376.616699
	Iteration 8F: 3 clusters Score -9319441 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33940 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -9321110.000000 Penalty: 5376.616699
	Iteration 9F: 3 clusters Score -9321110 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -9323052.000000 Penalty: 5376.616699
	Iteration 10F: 3 clusters Score -9323052 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -9324717.000000 Penalty: 5376.616699
	Iteration 11Q: 3 clusters Score -9324717 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39146 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -9325971.000000 Penalty: 5376.616699
	Iteration 12Q: 3 clusters Score -9325971 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -9326742.000000 Penalty: 5376.616699
	Iteration 13Q: 3 clusters Score -9326742 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41341 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -9327284.000000 Penalty: 5376.616699
	Iteration 14Q: 3 clusters Score -9327284 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42408 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -9327649.000000 Penalty: 5376.616699
	Iteration 15Q: 3 clusters Score -9327649 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -9327913.000000 Penalty: 5376.616699
	Iteration 16Q: 3 clusters Score -9327913 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -9328127.000000 Penalty: 5376.616699
	Iteration 17Q: 3 clusters Score -9328127 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45297 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -9328378.000000 Penalty: 5376.616699
	Iteration 18Q: 3 clusters Score -9328378 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -9328539.000000 Penalty: 5376.616699
	Iteration 19Q: 3 clusters Score -9328539 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47033 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -9328676.000000 Penalty: 5376.616699
	Iteration 20F: 3 clusters Score -9328676 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47776 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -9328825.000000 Penalty: 5376.616699
	Iteration 21Q: 3 clusters Score -9328825 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48449 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -9328932.000000 Penalty: 5376.616699
	Iteration 22Q: 3 clusters Score -9328932 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49035 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -9329079.000000 Penalty: 5376.616699
	Iteration 23Q: 3 clusters Score -9329079 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49515 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -9329171.000000 Penalty: 5376.616699
	Iteration 24Q: 3 clusters Score -9329171 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49859 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -9329260.000000 Penalty: 5376.616699
	Iteration 25Q: 3 clusters Score -9329260 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50097 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -9329340.000000 Penalty: 5376.616699
	Iteration 26Q: 3 clusters Score -9329340 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50265 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -9329351.000000 Penalty: 5376.616699
	Iteration 27Q: 3 clusters Score -9329351 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50363 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -9329355.000000 Penalty: 5376.616699
	Iteration 28Q: 3 clusters Score -9329355 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50423 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -9329383.000000 Penalty: 5376.616699
	Iteration 29Q: 3 clusters Score -9329383 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50475 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -9329416.000000 Penalty: 5376.616699
	Iteration 30Q: 3 clusters Score -9329416 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50504 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9329416.000000 Penalty: 5376.616699
	Iteration 31Q: 3 clusters Score -9329416 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50529 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -9329446.000000 Penalty: 5376.616699
	Iteration 32Q: 3 clusters Score -9329446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50547 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -9329456.000000 Penalty: 5376.616699
	Iteration 33Q: 3 clusters Score -9329456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50568 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -9329454.000000 Penalty: 5376.616699
	Iteration 34Q: 3 clusters Score -9329454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50587 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -9329489.000000 Penalty: 5376.616699
	Iteration 35Q: 3 clusters Score -9329489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50600 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9329499.000000 Penalty: 5376.616699
	Iteration 36Q: 3 clusters Score -9329499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50609 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -9329495.000000 Penalty: 5376.616699
	Iteration 37Q: 3 clusters Score -9329495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50614 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -9329492.000000 Penalty: 5376.616699
	Iteration 38Q: 3 clusters Score -9329492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50615 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -9329509.000000 Penalty: 5376.616699
	Iteration 39Q: 3 clusters Score -9329509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50616 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -9329498.000000 Penalty: 5376.616699
	Iteration 40F: 3 clusters Score -9329498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50617 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -9329501.000000 Penalty: 5376.616699
	Iteration 41Q: 3 clusters Score -9329501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50619 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -9329488.000000 Penalty: 5376.616699
	Iteration 42Q: 3 clusters Score -9329488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50619 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -9329488.000000 Penalty: 5376.616699
	Iteration 43F: 3 clusters Score -9329488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47597 members 
Entering Unmasked Estep 
Score: -8624226.000000 Penalty: 2671.090088
	Iteration 0F: 2 clusters Score -8624226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -8593821.000000 Penalty: 5342.180176
	Iteration 0F: 3 clusters Score -8593821 nChanged 21976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -8605642.000000 Penalty: 5342.180176
	Iteration 1F: 3 clusters Score -8605642 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25397 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -8606197.000000 Penalty: 5342.180176
	Iteration 2Q: 3 clusters Score -8606197 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -8606898.000000 Penalty: 5342.180176
	Iteration 3Q: 3 clusters Score -8606898 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27177 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -8607831.000000 Penalty: 5342.180176
	Iteration 4Q: 3 clusters Score -8607831 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -8609305.000000 Penalty: 5342.180176
	Iteration 5F: 3 clusters Score -8609305 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -8611644.000000 Penalty: 5342.180176
	Iteration 6F: 3 clusters Score -8611644 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33057 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -8614727.000000 Penalty: 5342.180176
	Iteration 7F: 3 clusters Score -8614727 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -8618068.000000 Penalty: 5342.180176
	Iteration 8F: 3 clusters Score -8618068 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -8620414.000000 Penalty: 5342.180176
	Iteration 9F: 3 clusters Score -8620414 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -8621616.000000 Penalty: 5342.180176
	Iteration 10Q: 3 clusters Score -8621616 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37021 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -8622277.000000 Penalty: 5342.180176
	Iteration 11Q: 3 clusters Score -8622277 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37281 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -8622667.000000 Penalty: 5342.180176
	Iteration 12Q: 3 clusters Score -8622667 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -8622938.000000 Penalty: 5342.180176
	Iteration 13Q: 3 clusters Score -8622938 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -8623076.000000 Penalty: 5342.180176
	Iteration 14Q: 3 clusters Score -8623076 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -8623165.000000 Penalty: 5342.180176
	Iteration 15Q: 3 clusters Score -8623165 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37946 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -8623231.000000 Penalty: 5342.180176
	Iteration 16Q: 3 clusters Score -8623231 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38072 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -8623255.000000 Penalty: 5342.180176
	Iteration 17Q: 3 clusters Score -8623255 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -8623301.000000 Penalty: 5342.180176
	Iteration 18Q: 3 clusters Score -8623301 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -8623332.000000 Penalty: 5342.180176
	Iteration 19Q: 3 clusters Score -8623332 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -8623343.000000 Penalty: 5342.180176
	Iteration 20F: 3 clusters Score -8623343 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -8623368.000000 Penalty: 5342.180176
	Iteration 21Q: 3 clusters Score -8623368 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -8623405.000000 Penalty: 5342.180176
	Iteration 22Q: 3 clusters Score -8623405 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -8623432.000000 Penalty: 5342.180176
	Iteration 23Q: 3 clusters Score -8623432 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -8623454.000000 Penalty: 5342.180176
	Iteration 24Q: 3 clusters Score -8623454 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38766 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -8623479.000000 Penalty: 5342.180176
	Iteration 25Q: 3 clusters Score -8623479 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38836 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -8623490.000000 Penalty: 5342.180176
	Iteration 26Q: 3 clusters Score -8623490 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -8623514.000000 Penalty: 5342.180176
	Iteration 27Q: 3 clusters Score -8623514 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38935 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -8623522.000000 Penalty: 5342.180176
	Iteration 28Q: 3 clusters Score -8623522 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -8623532.000000 Penalty: 5342.180176
	Iteration 29Q: 3 clusters Score -8623532 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -8623540.000000 Penalty: 5342.180176
	Iteration 30Q: 3 clusters Score -8623540 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39041 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -8623547.000000 Penalty: 5342.180176
	Iteration 31Q: 3 clusters Score -8623547 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -8623554.000000 Penalty: 5342.180176
	Iteration 32Q: 3 clusters Score -8623554 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -8623562.000000 Penalty: 5342.180176
	Iteration 33Q: 3 clusters Score -8623562 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39130 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -8623569.000000 Penalty: 5342.180176
	Iteration 34Q: 3 clusters Score -8623569 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -8623577.000000 Penalty: 5342.180176
	Iteration 35Q: 3 clusters Score -8623577 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -8623576.000000 Penalty: 5342.180176
	Iteration 36Q: 3 clusters Score -8623576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -8623590.000000 Penalty: 5342.180176
	Iteration 37Q: 3 clusters Score -8623590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -8623589.000000 Penalty: 5342.180176
	Iteration 38Q: 3 clusters Score -8623589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39234 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -8623593.000000 Penalty: 5342.180176
	Iteration 39Q: 3 clusters Score -8623593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -8623597.000000 Penalty: 5342.180176
	Iteration 40F: 3 clusters Score -8623597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -8623598.000000 Penalty: 5342.180176
	Iteration 41Q: 3 clusters Score -8623598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -8623598.000000 Penalty: 5342.180176
	Iteration 42Q: 3 clusters Score -8623598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39263 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -8623601.000000 Penalty: 5342.180176
	Iteration 43Q: 3 clusters Score -8623601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39265 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -8623602.000000 Penalty: 5342.180176
	Iteration 44Q: 3 clusters Score -8623602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -8623606.000000 Penalty: 5342.180176
	Iteration 45Q: 3 clusters Score -8623606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39268 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -8623604.000000 Penalty: 5342.180176
	Iteration 46Q: 3 clusters Score -8623604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -8623607.000000 Penalty: 5342.180176
	Iteration 47Q: 3 clusters Score -8623607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39279 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -8623619.000000 Penalty: 5342.180176
	Iteration 48Q: 3 clusters Score -8623619 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -8623620.000000 Penalty: 5342.180176
	Iteration 49Q: 3 clusters Score -8623620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -8623618.000000 Penalty: 5342.180176
	Iteration 50Q: 3 clusters Score -8623618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39298 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -8623619.000000 Penalty: 5342.180176
	Iteration 51Q: 3 clusters Score -8623619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -8623623.000000 Penalty: 5342.180176
	Iteration 52Q: 3 clusters Score -8623623 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -8623631.000000 Penalty: 5342.180176
	Iteration 53Q: 3 clusters Score -8623631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39318 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -8623631.000000 Penalty: 5342.180176
	Iteration 54Q: 3 clusters Score -8623631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39326 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -8623630.000000 Penalty: 5342.180176
	Iteration 55Q: 3 clusters Score -8623630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -8623629.000000 Penalty: 5342.180176
	Iteration 56Q: 3 clusters Score -8623629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -8623622.000000 Penalty: 5342.180176
	Iteration 57Q: 3 clusters Score -8623622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -8623619.000000 Penalty: 5342.180176
	Iteration 58Q: 3 clusters Score -8623619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -8623618.000000 Penalty: 5342.180176
	Iteration 59Q: 3 clusters Score -8623618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -8623619.000000 Penalty: 5342.180176
	Iteration 60F: 3 clusters Score -8623619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (49870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49870 members 
Entering Unmasked Estep 
Score: -9177133.000000 Penalty: 2682.659424
	Iteration 0F: 2 clusters Score -9177133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -9146566.000000 Penalty: 5365.318848
	Iteration 0F: 3 clusters Score -9146566 nChanged 23030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -9159319.000000 Penalty: 5365.318848
	Iteration 1F: 3 clusters Score -9159319 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -9159930.000000 Penalty: 5365.318848
	Iteration 2Q: 3 clusters Score -9159930 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -9160550.000000 Penalty: 5365.318848
	Iteration 3Q: 3 clusters Score -9160550 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -9161266.000000 Penalty: 5365.318848
	Iteration 4Q: 3 clusters Score -9161266 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -9162084.000000 Penalty: 5365.318848
	Iteration 5Q: 3 clusters Score -9162084 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -9163150.000000 Penalty: 5365.318848
	Iteration 6Q: 3 clusters Score -9163150 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 33647 members 
Entering Unmasked Estep 
Score: -9164588.000000 Penalty: 5365.318848
	Iteration 7F: 3 clusters Score -9164588 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -9166605.000000 Penalty: 5365.318848
	Iteration 8F: 3 clusters Score -9166605 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 39415 members 
Entering Unmasked Estep 
Score: -9168954.000000 Penalty: 5365.318848
	Iteration 9F: 3 clusters Score -9168954 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 42353 members 
Entering Unmasked Estep 
Score: -9171266.000000 Penalty: 5365.318848
	Iteration 10F: 3 clusters Score -9171266 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -9172991.000000 Penalty: 5365.318848
	Iteration 11F: 3 clusters Score -9172991 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 46953 members 
Entering Unmasked Estep 
Score: -9173888.000000 Penalty: 5365.318848
	Iteration 12Q: 3 clusters Score -9173888 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 48156 members 
Entering Unmasked Estep 
Score: -9174338.000000 Penalty: 5365.318848
	Iteration 13Q: 3 clusters Score -9174338 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 48798 members 
Entering Unmasked Estep 
Score: -9174580.000000 Penalty: 5365.318848
	Iteration 14Q: 3 clusters Score -9174580 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 49138 members 
Entering Unmasked Estep 
Score: -9174766.000000 Penalty: 5365.318848
	Iteration 15Q: 3 clusters Score -9174766 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 49288 members 
Entering Unmasked Estep 
Score: -9174884.000000 Penalty: 5365.318848
	Iteration 16Q: 3 clusters Score -9174884 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 49372 members 
Entering Unmasked Estep 
Score: -9174933.000000 Penalty: 5365.318848
	Iteration 17Q: 3 clusters Score -9174933 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 49415 members 
Entering Unmasked Estep 
Score: -9174966.000000 Penalty: 5365.318848
	Iteration 18Q: 3 clusters Score -9174966 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 49445 members 
Entering Unmasked Estep 
Score: -9174982.000000 Penalty: 5365.318848
	Iteration 19Q: 3 clusters Score -9174982 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 49466 members 
Entering Unmasked Estep 
Score: -9175004.000000 Penalty: 5365.318848
	Iteration 20F: 3 clusters Score -9175004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 49477 members 
Entering Unmasked Estep 
Score: -9175020.000000 Penalty: 5365.318848
	Iteration 21Q: 3 clusters Score -9175020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -9175035.000000 Penalty: 5365.318848
	Iteration 22Q: 3 clusters Score -9175035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 49491 members 
Entering Unmasked Estep 
Score: -9175036.000000 Penalty: 5365.318848
	Iteration 23Q: 3 clusters Score -9175036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 49494 members 
Entering Unmasked Estep 
Score: -9175038.000000 Penalty: 5365.318848
	Iteration 24Q: 3 clusters Score -9175038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 49495 members 
Entering Unmasked Estep 
Score: -9175041.000000 Penalty: 5365.318848
	Iteration 25Q: 3 clusters Score -9175041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 49496 members 
Entering Unmasked Estep 
Score: -9175041.000000 Penalty: 5365.318848
	Iteration 26Q: 3 clusters Score -9175041 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 49496 members 
Entering Unmasked Estep 
Score: -9175041.000000 Penalty: 5365.318848
	Iteration 27F: 3 clusters Score -9175041 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (46126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46126 members 
Entering Unmasked Estep 
Score: -8512559.000000 Penalty: 2663.304688
	Iteration 0F: 2 clusters Score -8512559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -8484169.000000 Penalty: 5326.609375
	Iteration 0F: 3 clusters Score -8484169 nChanged 21402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -8495964.000000 Penalty: 5326.609375
	Iteration 1F: 3 clusters Score -8495964 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -8496520.000000 Penalty: 5326.609375
	Iteration 2Q: 3 clusters Score -8496520 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -8497106.000000 Penalty: 5326.609375
	Iteration 3Q: 3 clusters Score -8497106 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -8497641.000000 Penalty: 5326.609375
	Iteration 4Q: 3 clusters Score -8497641 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -8498270.000000 Penalty: 5326.609375
	Iteration 5Q: 3 clusters Score -8498270 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -8499007.000000 Penalty: 5326.609375
	Iteration 6Q: 3 clusters Score -8499007 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -8499998.000000 Penalty: 5326.609375
	Iteration 7Q: 3 clusters Score -8499998 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -8501251.000000 Penalty: 5326.609375
	Iteration 8F: 3 clusters Score -8501251 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20243 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -8503058.000000 Penalty: 5326.609375
	Iteration 9F: 3 clusters Score -8503058 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -8504860.000000 Penalty: 5326.609375
	Iteration 10F: 3 clusters Score -8504860 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -8506214.000000 Penalty: 5326.609375
	Iteration 11F: 3 clusters Score -8506214 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -8507025.000000 Penalty: 5326.609375
	Iteration 12Q: 3 clusters Score -8507025 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 28628 members 
Entering Unmasked Estep 
Score: -8507470.000000 Penalty: 5326.609375
	Iteration 13Q: 3 clusters Score -8507470 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -8507733.000000 Penalty: 5326.609375
	Iteration 14Q: 3 clusters Score -8507733 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -8508025.000000 Penalty: 5326.609375
	Iteration 15Q: 3 clusters Score -8508025 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -8508288.000000 Penalty: 5326.609375
	Iteration 16Q: 3 clusters Score -8508288 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -8508517.000000 Penalty: 5326.609375
	Iteration 17Q: 3 clusters Score -8508517 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -8508735.000000 Penalty: 5326.609375
	Iteration 18Q: 3 clusters Score -8508735 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -8508954.000000 Penalty: 5326.609375
	Iteration 19Q: 3 clusters Score -8508954 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 31451 members 
Entering Unmasked Estep 
Score: -8509163.000000 Penalty: 5326.609375
	Iteration 20F: 3 clusters Score -8509163 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -8509353.000000 Penalty: 5326.609375
	Iteration 21Q: 3 clusters Score -8509353 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -8509539.000000 Penalty: 5326.609375
	Iteration 22Q: 3 clusters Score -8509539 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 32415 members 
Entering Unmasked Estep 
Score: -8509728.000000 Penalty: 5326.609375
	Iteration 23Q: 3 clusters Score -8509728 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -8509900.000000 Penalty: 5326.609375
	Iteration 24Q: 3 clusters Score -8509900 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 32989 members 
Entering Unmasked Estep 
Score: -8510024.000000 Penalty: 5326.609375
	Iteration 25Q: 3 clusters Score -8510024 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -8510150.000000 Penalty: 5326.609375
	Iteration 26Q: 3 clusters Score -8510150 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -8510222.000000 Penalty: 5326.609375
	Iteration 27Q: 3 clusters Score -8510222 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
Score: -8510265.000000 Penalty: 5326.609375
	Iteration 28Q: 3 clusters Score -8510265 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -8510318.000000 Penalty: 5326.609375
	Iteration 29Q: 3 clusters Score -8510318 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -8510382.000000 Penalty: 5326.609375
	Iteration 30Q: 3 clusters Score -8510382 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -8510416.000000 Penalty: 5326.609375
	Iteration 31Q: 3 clusters Score -8510416 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -8510460.000000 Penalty: 5326.609375
	Iteration 32Q: 3 clusters Score -8510460 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -8510504.000000 Penalty: 5326.609375
	Iteration 33Q: 3 clusters Score -8510504 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -8510551.000000 Penalty: 5326.609375
	Iteration 34Q: 3 clusters Score -8510551 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -8510569.000000 Penalty: 5326.609375
	Iteration 35Q: 3 clusters Score -8510569 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -8510559.000000 Penalty: 5326.609375
	Iteration 36Q: 3 clusters Score -8510559 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -8510578.000000 Penalty: 5326.609375
	Iteration 37Q: 3 clusters Score -8510578 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -8510627.000000 Penalty: 5326.609375
	Iteration 38Q: 3 clusters Score -8510627 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 34893 members 
Entering Unmasked Estep 
Score: -8510647.000000 Penalty: 5326.609375
	Iteration 39Q: 3 clusters Score -8510647 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -8510655.000000 Penalty: 5326.609375
	Iteration 40F: 3 clusters Score -8510655 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -8510673.000000 Penalty: 5326.609375
	Iteration 41Q: 3 clusters Score -8510673 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -8510694.000000 Penalty: 5326.609375
	Iteration 42Q: 3 clusters Score -8510694 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -8510698.000000 Penalty: 5326.609375
	Iteration 43Q: 3 clusters Score -8510698 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -8510684.000000 Penalty: 5326.609375
	Iteration 44Q: 3 clusters Score -8510684 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -8510695.000000 Penalty: 5326.609375
	Iteration 45Q: 3 clusters Score -8510695 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -8510711.000000 Penalty: 5326.609375
	Iteration 46Q: 3 clusters Score -8510711 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 35350 members 
Entering Unmasked Estep 
Score: -8510732.000000 Penalty: 5326.609375
	Iteration 47Q: 3 clusters Score -8510732 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -8510736.000000 Penalty: 5326.609375
	Iteration 48Q: 3 clusters Score -8510736 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -8510756.000000 Penalty: 5326.609375
	Iteration 49Q: 3 clusters Score -8510756 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -8510773.000000 Penalty: 5326.609375
	Iteration 50Q: 3 clusters Score -8510773 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -8510780.000000 Penalty: 5326.609375
	Iteration 51Q: 3 clusters Score -8510780 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 35531 members 
Entering Unmasked Estep 
Score: -8510801.000000 Penalty: 5326.609375
	Iteration 52Q: 3 clusters Score -8510801 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -8510818.000000 Penalty: 5326.609375
	Iteration 53Q: 3 clusters Score -8510818 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 35578 members 
Entering Unmasked Estep 
Score: -8510819.000000 Penalty: 5326.609375
	Iteration 54Q: 3 clusters Score -8510819 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -8510814.000000 Penalty: 5326.609375
	Iteration 55Q: 3 clusters Score -8510814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -8510818.000000 Penalty: 5326.609375
	Iteration 56Q: 3 clusters Score -8510818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -8510801.000000 Penalty: 5326.609375
	Iteration 57Q: 3 clusters Score -8510801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 35637 members 
Entering Unmasked Estep 
Score: -8510799.000000 Penalty: 5326.609375
	Iteration 58Q: 3 clusters Score -8510799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -8510794.000000 Penalty: 5326.609375
	Iteration 59Q: 3 clusters Score -8510794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -8510789.000000 Penalty: 5326.609375
	Iteration 60F: 3 clusters Score -8510789 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 35677 members 
Entering Unmasked Estep 
Score: -8510785.000000 Penalty: 5326.609375
	Iteration 61Q: 3 clusters Score -8510785 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -8510801.000000 Penalty: 5326.609375
	Iteration 62Q: 3 clusters Score -8510801 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
Score: -8510813.000000 Penalty: 5326.609375
	Iteration 63Q: 3 clusters Score -8510813 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -8510813.000000 Penalty: 5326.609375
	Iteration 64Q: 3 clusters Score -8510813 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -8510824.000000 Penalty: 5326.609375
	Iteration 65Q: 3 clusters Score -8510824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -8510824.000000 Penalty: 5326.609375
	Iteration 66Q: 3 clusters Score -8510824 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -8510843.000000 Penalty: 5326.609375
	Iteration 67Q: 3 clusters Score -8510843 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -8510857.000000 Penalty: 5326.609375
	Iteration 68Q: 3 clusters Score -8510857 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -8510852.000000 Penalty: 5326.609375
	Iteration 69Q: 3 clusters Score -8510852 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -8510843.000000 Penalty: 5326.609375
	Iteration 70Q: 3 clusters Score -8510843 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -8510849.000000 Penalty: 5326.609375
	Iteration 71Q: 3 clusters Score -8510849 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -8510862.000000 Penalty: 5326.609375
	Iteration 72Q: 3 clusters Score -8510862 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -8510878.000000 Penalty: 5326.609375
	Iteration 73Q: 3 clusters Score -8510878 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 36205 members 
Entering Unmasked Estep 
Score: -8510875.000000 Penalty: 5326.609375
	Iteration 74Q: 3 clusters Score -8510875 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -8510897.000000 Penalty: 5326.609375
	Iteration 75Q: 3 clusters Score -8510897 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 36333 members 
Entering Unmasked Estep 
Score: -8510909.000000 Penalty: 5326.609375
	Iteration 76Q: 3 clusters Score -8510909 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -8510935.000000 Penalty: 5326.609375
	Iteration 77Q: 3 clusters Score -8510935 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -8510939.000000 Penalty: 5326.609375
	Iteration 78Q: 3 clusters Score -8510939 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -8510937.000000 Penalty: 5326.609375
	Iteration 79Q: 3 clusters Score -8510937 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -8510963.000000 Penalty: 5326.609375
	Iteration 80F: 3 clusters Score -8510963 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
Score: -8510976.000000 Penalty: 5326.609375
	Iteration 81Q: 3 clusters Score -8510976 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -8511006.000000 Penalty: 5326.609375
	Iteration 82Q: 3 clusters Score -8511006 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 36801 members 
Entering Unmasked Estep 
Score: -8511008.000000 Penalty: 5326.609375
	Iteration 83Q: 3 clusters Score -8511008 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 36873 members 
Entering Unmasked Estep 
Score: -8511031.000000 Penalty: 5326.609375
	Iteration 84Q: 3 clusters Score -8511031 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -8511058.000000 Penalty: 5326.609375
	Iteration 85Q: 3 clusters Score -8511058 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -8511062.000000 Penalty: 5326.609375
	Iteration 86Q: 3 clusters Score -8511062 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -8511098.000000 Penalty: 5326.609375
	Iteration 87Q: 3 clusters Score -8511098 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -8511107.000000 Penalty: 5326.609375
	Iteration 88Q: 3 clusters Score -8511107 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 37352 members 
Entering Unmasked Estep 
Score: -8511122.000000 Penalty: 5326.609375
	Iteration 89Q: 3 clusters Score -8511122 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
Score: -8511137.000000 Penalty: 5326.609375
	Iteration 90Q: 3 clusters Score -8511137 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -8511151.000000 Penalty: 5326.609375
	Iteration 91Q: 3 clusters Score -8511151 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 37581 members 
Entering Unmasked Estep 
Score: -8511154.000000 Penalty: 5326.609375
	Iteration 92Q: 3 clusters Score -8511154 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 37647 members 
Entering Unmasked Estep 
Score: -8511174.000000 Penalty: 5326.609375
	Iteration 93Q: 3 clusters Score -8511174 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -8511164.000000 Penalty: 5326.609375
	Iteration 94Q: 3 clusters Score -8511164 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 37783 members 
Entering Unmasked Estep 
Score: -8511182.000000 Penalty: 5326.609375
	Iteration 95Q: 3 clusters Score -8511182 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
Score: -8511214.000000 Penalty: 5326.609375
	Iteration 96Q: 3 clusters Score -8511214 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -8511229.000000 Penalty: 5326.609375
	Iteration 97Q: 3 clusters Score -8511229 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -8511228.000000 Penalty: 5326.609375
	Iteration 98Q: 3 clusters Score -8511228 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -8511220.000000 Penalty: 5326.609375
	Iteration 99Q: 3 clusters Score -8511220 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -8511214.000000 Penalty: 5326.609375
	Iteration 100F: 3 clusters Score -8511214 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -8511209.000000 Penalty: 5326.609375
	Iteration 101Q: 3 clusters Score -8511209 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 38207 members 
Entering Unmasked Estep 
Score: -8511236.000000 Penalty: 5326.609375
	Iteration 102Q: 3 clusters Score -8511236 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 38257 members 
Entering Unmasked Estep 
Score: -8511262.000000 Penalty: 5326.609375
	Iteration 103Q: 3 clusters Score -8511262 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 38311 members 
Entering Unmasked Estep 
Score: -8511265.000000 Penalty: 5326.609375
	Iteration 104Q: 3 clusters Score -8511265 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 38365 members 
Entering Unmasked Estep 
Score: -8511268.000000 Penalty: 5326.609375
	Iteration 105Q: 3 clusters Score -8511268 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -8511278.000000 Penalty: 5326.609375
	Iteration 106Q: 3 clusters Score -8511278 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -8511294.000000 Penalty: 5326.609375
	Iteration 107Q: 3 clusters Score -8511294 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -8511291.000000 Penalty: 5326.609375
	Iteration 108Q: 3 clusters Score -8511291 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
Score: -8511292.000000 Penalty: 5326.609375
	Iteration 109Q: 3 clusters Score -8511292 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -8511295.000000 Penalty: 5326.609375
	Iteration 110Q: 3 clusters Score -8511295 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -8511294.000000 Penalty: 5326.609375
	Iteration 111Q: 3 clusters Score -8511294 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 38672 members 
Entering Unmasked Estep 
Score: -8511295.000000 Penalty: 5326.609375
	Iteration 112Q: 3 clusters Score -8511295 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -8511307.000000 Penalty: 5326.609375
	Iteration 113Q: 3 clusters Score -8511307 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 38763 members 
Entering Unmasked Estep 
Score: -8511314.000000 Penalty: 5326.609375
	Iteration 114Q: 3 clusters Score -8511314 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 38808 members 
Entering Unmasked Estep 
Score: -8511331.000000 Penalty: 5326.609375
	Iteration 115Q: 3 clusters Score -8511331 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -8511342.000000 Penalty: 5326.609375
	Iteration 116Q: 3 clusters Score -8511342 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -8511345.000000 Penalty: 5326.609375
	Iteration 117Q: 3 clusters Score -8511345 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -8511348.000000 Penalty: 5326.609375
	Iteration 118Q: 3 clusters Score -8511348 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 38998 members 
Entering Unmasked Estep 
Score: -8511340.000000 Penalty: 5326.609375
	Iteration 119Q: 3 clusters Score -8511340 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -8511350.000000 Penalty: 5326.609375
	Iteration 120F: 3 clusters Score -8511350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 39057 members 
Entering Unmasked Estep 
Score: -8511349.000000 Penalty: 5326.609375
	Iteration 121Q: 3 clusters Score -8511349 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 39085 members 
Entering Unmasked Estep 
Score: -8511344.000000 Penalty: 5326.609375
	Iteration 122Q: 3 clusters Score -8511344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
Score: -8511367.000000 Penalty: 5326.609375
	Iteration 123Q: 3 clusters Score -8511367 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -8511368.000000 Penalty: 5326.609375
	Iteration 124Q: 3 clusters Score -8511368 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -8511381.000000 Penalty: 5326.609375
	Iteration 125Q: 3 clusters Score -8511381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 39159 members 
Entering Unmasked Estep 
Score: -8511385.000000 Penalty: 5326.609375
	Iteration 126Q: 3 clusters Score -8511385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -8511389.000000 Penalty: 5326.609375
	Iteration 127Q: 3 clusters Score -8511389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 39172 members 
Entering Unmasked Estep 
Score: -8511385.000000 Penalty: 5326.609375
	Iteration 128Q: 3 clusters Score -8511385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -8511387.000000 Penalty: 5326.609375
	Iteration 129Q: 3 clusters Score -8511387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -8511383.000000 Penalty: 5326.609375
	Iteration 130Q: 3 clusters Score -8511383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
Score: -8511382.000000 Penalty: 5326.609375
	Iteration 131Q: 3 clusters Score -8511382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -8511388.000000 Penalty: 5326.609375
	Iteration 132Q: 3 clusters Score -8511388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 39183 members 
Entering Unmasked Estep 
Score: -8511374.000000 Penalty: 5326.609375
	Iteration 133Q: 3 clusters Score -8511374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
Score: -8511382.000000 Penalty: 5326.609375
	Iteration 134Q: 3 clusters Score -8511382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -8511386.000000 Penalty: 5326.609375
	Iteration 135Q: 3 clusters Score -8511386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 39189 members 
Entering Unmasked Estep 
Score: -8511375.000000 Penalty: 5326.609375
	Iteration 136Q: 3 clusters Score -8511375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 39190 members 
Entering Unmasked Estep 
Score: -8511376.000000 Penalty: 5326.609375
	Iteration 137Q: 3 clusters Score -8511376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
Score: -8511375.000000 Penalty: 5326.609375
	Iteration 138Q: 3 clusters Score -8511375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 39194 members 
Entering Unmasked Estep 
Score: -8511371.000000 Penalty: 5326.609375
	Iteration 139Q: 3 clusters Score -8511371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 39196 members 
Entering Unmasked Estep 
Score: -8511377.000000 Penalty: 5326.609375
	Iteration 140F: 3 clusters Score -8511377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 39197 members 
Entering Unmasked Estep 
Score: -8511377.000000 Penalty: 5326.609375
	Iteration 141Q: 3 clusters Score -8511377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -8511375.000000 Penalty: 5326.609375
	Iteration 142Q: 3 clusters Score -8511375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -8511375.000000 Penalty: 5326.609375
	Iteration 143F: 3 clusters Score -8511375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (46310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46310 members 
Entering Unmasked Estep 
Score: -8426050.000000 Penalty: 2664.292236
	Iteration 0F: 2 clusters Score -8426050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -8395612.000000 Penalty: 5328.584473
	Iteration 0F: 3 clusters Score -8395612 nChanged 21156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -8407837.000000 Penalty: 5328.584473
	Iteration 1F: 3 clusters Score -8407837 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -8408732.000000 Penalty: 5328.584473
	Iteration 2Q: 3 clusters Score -8408732 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -8409669.000000 Penalty: 5328.584473
	Iteration 3Q: 3 clusters Score -8409669 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -8410766.000000 Penalty: 5328.584473
	Iteration 4Q: 3 clusters Score -8410766 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -8412125.000000 Penalty: 5328.584473
	Iteration 5Q: 3 clusters Score -8412125 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -8413717.000000 Penalty: 5328.584473
	Iteration 6F: 3 clusters Score -8413717 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -8415406.000000 Penalty: 5328.584473
	Iteration 7F: 3 clusters Score -8415406 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -8417119.000000 Penalty: 5328.584473
	Iteration 8F: 3 clusters Score -8417119 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -8418335.000000 Penalty: 5328.584473
	Iteration 9Q: 3 clusters Score -8418335 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -8418961.000000 Penalty: 5328.584473
	Iteration 10Q: 3 clusters Score -8418961 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -8419366.000000 Penalty: 5328.584473
	Iteration 11Q: 3 clusters Score -8419366 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -8419680.000000 Penalty: 5328.584473
	Iteration 12Q: 3 clusters Score -8419680 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -8419951.000000 Penalty: 5328.584473
	Iteration 13Q: 3 clusters Score -8419951 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36109 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -8420238.000000 Penalty: 5328.584473
	Iteration 14Q: 3 clusters Score -8420238 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -8420525.000000 Penalty: 5328.584473
	Iteration 15Q: 3 clusters Score -8420525 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -8420813.000000 Penalty: 5328.584473
	Iteration 16Q: 3 clusters Score -8420813 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -8421061.000000 Penalty: 5328.584473
	Iteration 17Q: 3 clusters Score -8421061 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -8421281.000000 Penalty: 5328.584473
	Iteration 18Q: 3 clusters Score -8421281 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -8421567.000000 Penalty: 5328.584473
	Iteration 19Q: 3 clusters Score -8421567 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -8421810.000000 Penalty: 5328.584473
	Iteration 20F: 3 clusters Score -8421810 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41143 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -8422106.000000 Penalty: 5328.584473
	Iteration 21Q: 3 clusters Score -8422106 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -8422374.000000 Penalty: 5328.584473
	Iteration 22Q: 3 clusters Score -8422374 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -8422607.000000 Penalty: 5328.584473
	Iteration 23Q: 3 clusters Score -8422607 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -8422847.000000 Penalty: 5328.584473
	Iteration 24Q: 3 clusters Score -8422847 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -8423001.000000 Penalty: 5328.584473
	Iteration 25Q: 3 clusters Score -8423001 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43780 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -8423145.000000 Penalty: 5328.584473
	Iteration 26Q: 3 clusters Score -8423145 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44093 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -8423266.000000 Penalty: 5328.584473
	Iteration 27Q: 3 clusters Score -8423266 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44334 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -8423368.000000 Penalty: 5328.584473
	Iteration 28Q: 3 clusters Score -8423368 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44536 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -8423409.000000 Penalty: 5328.584473
	Iteration 29Q: 3 clusters Score -8423409 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -8423462.000000 Penalty: 5328.584473
	Iteration 30Q: 3 clusters Score -8423462 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -8423503.000000 Penalty: 5328.584473
	Iteration 31Q: 3 clusters Score -8423503 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44990 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -8423537.000000 Penalty: 5328.584473
	Iteration 32Q: 3 clusters Score -8423537 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -8423577.000000 Penalty: 5328.584473
	Iteration 33Q: 3 clusters Score -8423577 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -8423610.000000 Penalty: 5328.584473
	Iteration 34Q: 3 clusters Score -8423610 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45237 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -8423637.000000 Penalty: 5328.584473
	Iteration 35Q: 3 clusters Score -8423637 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45286 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -8423654.000000 Penalty: 5328.584473
	Iteration 36Q: 3 clusters Score -8423654 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45335 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -8423678.000000 Penalty: 5328.584473
	Iteration 37Q: 3 clusters Score -8423678 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -8423691.000000 Penalty: 5328.584473
	Iteration 38Q: 3 clusters Score -8423691 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -8423707.000000 Penalty: 5328.584473
	Iteration 39Q: 3 clusters Score -8423707 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45411 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8423720.000000 Penalty: 5328.584473
	Iteration 40F: 3 clusters Score -8423720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -8423729.000000 Penalty: 5328.584473
	Iteration 41Q: 3 clusters Score -8423729 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45435 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -8423732.000000 Penalty: 5328.584473
	Iteration 42Q: 3 clusters Score -8423732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45452 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -8423742.000000 Penalty: 5328.584473
	Iteration 43Q: 3 clusters Score -8423742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -8423757.000000 Penalty: 5328.584473
	Iteration 44Q: 3 clusters Score -8423757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45479 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -8423754.000000 Penalty: 5328.584473
	Iteration 45Q: 3 clusters Score -8423754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45489 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8423764.000000 Penalty: 5328.584473
	Iteration 46Q: 3 clusters Score -8423764 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -8423769.000000 Penalty: 5328.584473
	Iteration 47Q: 3 clusters Score -8423769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45505 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -8423776.000000 Penalty: 5328.584473
	Iteration 48Q: 3 clusters Score -8423776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45513 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8423794.000000 Penalty: 5328.584473
	Iteration 49Q: 3 clusters Score -8423794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45517 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8423790.000000 Penalty: 5328.584473
	Iteration 50Q: 3 clusters Score -8423790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45521 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8423793.000000 Penalty: 5328.584473
	Iteration 51Q: 3 clusters Score -8423793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45523 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8423795.000000 Penalty: 5328.584473
	Iteration 52Q: 3 clusters Score -8423795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -8423800.000000 Penalty: 5328.584473
	Iteration 53Q: 3 clusters Score -8423800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45529 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -8423792.000000 Penalty: 5328.584473
	Iteration 54Q: 3 clusters Score -8423792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45531 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -8423794.000000 Penalty: 5328.584473
	Iteration 55Q: 3 clusters Score -8423794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45532 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -8423792.000000 Penalty: 5328.584473
	Iteration 56Q: 3 clusters Score -8423792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -8423793.000000 Penalty: 5328.584473
	Iteration 57Q: 3 clusters Score -8423793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -8423793.000000 Penalty: 5328.584473
	Iteration 58F: 3 clusters Score -8423793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Entering Unmasked Estep 
Score: -4734879.500000 Penalty: 2527.227051
	Iteration 0F: 2 clusters Score -4734880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -4716449.500000 Penalty: 5054.454102
	Iteration 0F: 3 clusters Score -4716450 nChanged 11969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -4723051.000000 Penalty: 5054.454102
	Iteration 1F: 3 clusters Score -4723051 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -4723520.500000 Penalty: 5054.454102
	Iteration 2F: 3 clusters Score -4723520 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -4723955.000000 Penalty: 5054.454102
	Iteration 3Q: 3 clusters Score -4723955 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -4724302.000000 Penalty: 5054.454102
	Iteration 4Q: 3 clusters Score -4724302 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -4724643.000000 Penalty: 5054.454102
	Iteration 5Q: 3 clusters Score -4724643 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -4724987.500000 Penalty: 5054.454102
	Iteration 6Q: 3 clusters Score -4724988 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -4725400.000000 Penalty: 5054.454102
	Iteration 7Q: 3 clusters Score -4725400 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -4725949.500000 Penalty: 5054.454102
	Iteration 8Q: 3 clusters Score -4725950 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -4726638.000000 Penalty: 5054.454102
	Iteration 9Q: 3 clusters Score -4726638 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -4727517.500000 Penalty: 5054.454102
	Iteration 10F: 3 clusters Score -4727518 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -4728588.000000 Penalty: 5054.454102
	Iteration 11F: 3 clusters Score -4728588 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -4729676.500000 Penalty: 5054.454102
	Iteration 12F: 3 clusters Score -4729676 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -4730717.000000 Penalty: 5054.454102
	Iteration 13Q: 3 clusters Score -4730717 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4731435.000000 Penalty: 5054.454102
	Iteration 14Q: 3 clusters Score -4731435 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4731874.000000 Penalty: 5054.454102
	Iteration 15Q: 3 clusters Score -4731874 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -4732170.000000 Penalty: 5054.454102
	Iteration 16Q: 3 clusters Score -4732170 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4732349.500000 Penalty: 5054.454102
	Iteration 17Q: 3 clusters Score -4732350 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4732552.500000 Penalty: 5054.454102
	Iteration 18Q: 3 clusters Score -4732552 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4732702.000000 Penalty: 5054.454102
	Iteration 19Q: 3 clusters Score -4732702 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4732777.500000 Penalty: 5054.454102
	Iteration 20F: 3 clusters Score -4732778 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4732799.000000 Penalty: 5054.454102
	Iteration 21Q: 3 clusters Score -4732799 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4732816.500000 Penalty: 5054.454102
	Iteration 22Q: 3 clusters Score -4732816 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4732830.500000 Penalty: 5054.454102
	Iteration 23Q: 3 clusters Score -4732830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4732843.500000 Penalty: 5054.454102
	Iteration 24Q: 3 clusters Score -4732844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4732848.000000 Penalty: 5054.454102
	Iteration 25Q: 3 clusters Score -4732848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4732850.500000 Penalty: 5054.454102
	Iteration 26Q: 3 clusters Score -4732850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4732856.500000 Penalty: 5054.454102
	Iteration 27Q: 3 clusters Score -4732856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -4732862.500000 Penalty: 5054.454102
	Iteration 28Q: 3 clusters Score -4732862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4732869.000000 Penalty: 5054.454102
	Iteration 29Q: 3 clusters Score -4732869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4732867.500000 Penalty: 5054.454102
	Iteration 30Q: 3 clusters Score -4732868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4732869.500000 Penalty: 5054.454102
	Iteration 31Q: 3 clusters Score -4732870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4732869.500000 Penalty: 5054.454102
	Iteration 32F: 3 clusters Score -4732870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45344 members 
Entering Unmasked Estep 
Score: -8283961.500000 Penalty: 2659.064209
	Iteration 0F: 2 clusters Score -8283962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -8254836.000000 Penalty: 5318.128418
	Iteration 0F: 3 clusters Score -8254836 nChanged 20919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22776 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -8266746.000000 Penalty: 5318.128418
	Iteration 1F: 3 clusters Score -8266746 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -8267641.500000 Penalty: 5318.128418
	Iteration 2Q: 3 clusters Score -8267642 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -8268811.000000 Penalty: 5318.128418
	Iteration 3Q: 3 clusters Score -8268811 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -8270252.500000 Penalty: 5318.128418
	Iteration 4F: 3 clusters Score -8270252 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -8271995.000000 Penalty: 5318.128418
	Iteration 5F: 3 clusters Score -8271995 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -8274064.000000 Penalty: 5318.128418
	Iteration 6F: 3 clusters Score -8274064 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28613 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -8276387.000000 Penalty: 5318.128418
	Iteration 7F: 3 clusters Score -8276387 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -8278733.500000 Penalty: 5318.128418
	Iteration 8F: 3 clusters Score -8278734 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -8280412.500000 Penalty: 5318.128418
	Iteration 9F: 3 clusters Score -8280412 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -8281564.500000 Penalty: 5318.128418
	Iteration 10Q: 3 clusters Score -8281564 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34741 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -8282307.500000 Penalty: 5318.128418
	Iteration 11Q: 3 clusters Score -8282308 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -8282808.000000 Penalty: 5318.128418
	Iteration 12Q: 3 clusters Score -8282808 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -8283190.000000 Penalty: 5318.128418
	Iteration 13Q: 3 clusters Score -8283190 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -8283431.500000 Penalty: 5318.128418
	Iteration 14Q: 3 clusters Score -8283432 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -8283615.500000 Penalty: 5318.128418
	Iteration 15Q: 3 clusters Score -8283616 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -8283776.000000 Penalty: 5318.128418
	Iteration 16Q: 3 clusters Score -8283776 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -8283886.500000 Penalty: 5318.128418
	Iteration 17Q: 3 clusters Score -8283886 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -8283980.500000 Penalty: 5318.128418
	Iteration 18Q: 3 clusters Score -8283980 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -8284036.500000 Penalty: 5318.128418
	Iteration 19Q: 3 clusters Score -8284036 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -8284112.000000 Penalty: 5318.128418
	Iteration 20F: 3 clusters Score -8284112 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -8284139.500000 Penalty: 5318.128418
	Iteration 21Q: 3 clusters Score -8284140 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -8284183.000000 Penalty: 5318.128418
	Iteration 22Q: 3 clusters Score -8284183 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40636 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -8284240.500000 Penalty: 5318.128418
	Iteration 23Q: 3 clusters Score -8284240 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -8284271.500000 Penalty: 5318.128418
	Iteration 24Q: 3 clusters Score -8284272 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41159 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -8284286.500000 Penalty: 5318.128418
	Iteration 25Q: 3 clusters Score -8284286 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41363 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -8284303.000000 Penalty: 5318.128418
	Iteration 26Q: 3 clusters Score -8284303 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -8284306.500000 Penalty: 5318.128418
	Iteration 27Q: 3 clusters Score -8284306 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -8284300.000000 Penalty: 5318.128418
	Iteration 28Q: 3 clusters Score -8284300 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -8284296.500000 Penalty: 5318.128418
	Iteration 29Q: 3 clusters Score -8284296 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41961 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -8284286.000000 Penalty: 5318.128418
	Iteration 30Q: 3 clusters Score -8284286 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -8284275.500000 Penalty: 5318.128418
	Iteration 31Q: 3 clusters Score -8284276 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42149 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -8284292.000000 Penalty: 5318.128418
	Iteration 32Q: 3 clusters Score -8284292 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42207 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -8284273.000000 Penalty: 5318.128418
	Iteration 33Q: 3 clusters Score -8284273 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42264 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -8284271.000000 Penalty: 5318.128418
	Iteration 34Q: 3 clusters Score -8284271 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -8284274.500000 Penalty: 5318.128418
	Iteration 35Q: 3 clusters Score -8284274 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -8284267.500000 Penalty: 5318.128418
	Iteration 36Q: 3 clusters Score -8284268 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -8284252.000000 Penalty: 5318.128418
	Iteration 37Q: 3 clusters Score -8284252 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42424 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -8284259.000000 Penalty: 5318.128418
	Iteration 38Q: 3 clusters Score -8284259 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -8284254.000000 Penalty: 5318.128418
	Iteration 39Q: 3 clusters Score -8284254 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -8284262.000000 Penalty: 5318.128418
	Iteration 40F: 3 clusters Score -8284262 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42538 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -8284248.500000 Penalty: 5318.128418
	Iteration 41Q: 3 clusters Score -8284248 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42573 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -8284253.000000 Penalty: 5318.128418
	Iteration 42Q: 3 clusters Score -8284253 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42605 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -8284243.000000 Penalty: 5318.128418
	Iteration 43Q: 3 clusters Score -8284243 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -8284225.000000 Penalty: 5318.128418
	Iteration 44Q: 3 clusters Score -8284225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -8284227.500000 Penalty: 5318.128418
	Iteration 45Q: 3 clusters Score -8284228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -8284230.000000 Penalty: 5318.128418
	Iteration 46Q: 3 clusters Score -8284230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -8284220.000000 Penalty: 5318.128418
	Iteration 47Q: 3 clusters Score -8284220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -8284234.000000 Penalty: 5318.128418
	Iteration 48Q: 3 clusters Score -8284234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42705 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -8284226.000000 Penalty: 5318.128418
	Iteration 49Q: 3 clusters Score -8284226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42722 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -8284221.500000 Penalty: 5318.128418
	Iteration 50Q: 3 clusters Score -8284222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -8284221.500000 Penalty: 5318.128418
	Iteration 51Q: 3 clusters Score -8284222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42752 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -8284205.500000 Penalty: 5318.128418
	Iteration 52Q: 3 clusters Score -8284206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42761 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -8284208.000000 Penalty: 5318.128418
	Iteration 53Q: 3 clusters Score -8284208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -8284204.500000 Penalty: 5318.128418
	Iteration 54Q: 3 clusters Score -8284204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -8284198.500000 Penalty: 5318.128418
	Iteration 55Q: 3 clusters Score -8284198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -8284183.000000 Penalty: 5318.128418
	Iteration 56Q: 3 clusters Score -8284183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42800 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -8284184.500000 Penalty: 5318.128418
	Iteration 57Q: 3 clusters Score -8284184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -8284189.000000 Penalty: 5318.128418
	Iteration 58Q: 3 clusters Score -8284189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -8284189.000000 Penalty: 5318.128418
	Iteration 59Q: 3 clusters Score -8284189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -8284183.500000 Penalty: 5318.128418
	Iteration 60F: 3 clusters Score -8284184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42813 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -8284186.000000 Penalty: 5318.128418
	Iteration 61Q: 3 clusters Score -8284186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42814 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -8284182.500000 Penalty: 5318.128418
	Iteration 62Q: 3 clusters Score -8284182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42816 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -8284183.500000 Penalty: 5318.128418
	Iteration 63Q: 3 clusters Score -8284184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42818 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -8284187.000000 Penalty: 5318.128418
	Iteration 64Q: 3 clusters Score -8284187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -8284189.000000 Penalty: 5318.128418
	Iteration 65Q: 3 clusters Score -8284189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42821 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -8284188.500000 Penalty: 5318.128418
	Iteration 66Q: 3 clusters Score -8284188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42821 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -8284188.500000 Penalty: 5318.128418
	Iteration 67F: 3 clusters Score -8284188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 43802 members 
Mstep: Class 3 contains 13908 members 
Mstep: Class 4 contains 46339 members 
Mstep: Class 5 contains 46904 members 
Mstep: Class 6 contains 50299 members 
Mstep: Class 7 contains 584 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 51019 members 
Mstep: Class 11 contains 47597 members 
Mstep: Class 12 contains 49870 members 
Mstep: Class 13 contains 46126 members 
Mstep: Class 14 contains 46310 members 
Mstep: Class 15 contains 26647 members 
Mstep: Class 16 contains 42821 members 
Mstep: Class 17 contains 47798 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1694 members 
Mstep: Class 21 contains 42147 members 
Mstep: Class 22 contains 6077 members 
Mstep: Class 23 contains 2523 members 
Entering Unmasked Estep 
Score: -111203728.000000 Penalty: 76057.484375
Splitting cluster 16 changes total score from -111204376.000000 to -111203728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (47798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47798 members 
Entering Unmasked Estep 
Score: -8742904.000000 Penalty: 2672.135254
	Iteration 0F: 2 clusters Score -8742904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -8712681.000000 Penalty: 5344.270508
	Iteration 0F: 3 clusters Score -8712681 nChanged 21988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -8724949.000000 Penalty: 5344.270508
	Iteration 1F: 3 clusters Score -8724949 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -8725471.000000 Penalty: 5344.270508
	Iteration 2Q: 3 clusters Score -8725471 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -8725902.000000 Penalty: 5344.270508
	Iteration 3Q: 3 clusters Score -8725902 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -8726515.000000 Penalty: 5344.270508
	Iteration 4Q: 3 clusters Score -8726515 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -8727220.000000 Penalty: 5344.270508
	Iteration 5Q: 3 clusters Score -8727220 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -8728330.000000 Penalty: 5344.270508
	Iteration 6Q: 3 clusters Score -8728330 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 29750 members 
Entering Unmasked Estep 
Score: -8729616.000000 Penalty: 5344.270508
	Iteration 7Q: 3 clusters Score -8729616 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -8731428.000000 Penalty: 5344.270508
	Iteration 8F: 3 clusters Score -8731428 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -8733416.000000 Penalty: 5344.270508
	Iteration 9F: 3 clusters Score -8733416 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -8735117.000000 Penalty: 5344.270508
	Iteration 10Q: 3 clusters Score -8735117 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -8736382.000000 Penalty: 5344.270508
	Iteration 11Q: 3 clusters Score -8736382 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -8737233.000000 Penalty: 5344.270508
	Iteration 12Q: 3 clusters Score -8737233 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -8737794.000000 Penalty: 5344.270508
	Iteration 13Q: 3 clusters Score -8737794 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 38632 members 
Entering Unmasked Estep 
Score: -8738230.000000 Penalty: 5344.270508
	Iteration 14Q: 3 clusters Score -8738230 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
Score: -8738612.000000 Penalty: 5344.270508
	Iteration 15Q: 3 clusters Score -8738612 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 39812 members 
Entering Unmasked Estep 
Score: -8738863.000000 Penalty: 5344.270508
	Iteration 16Q: 3 clusters Score -8738863 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 40368 members 
Entering Unmasked Estep 
Score: -8739131.000000 Penalty: 5344.270508
	Iteration 17Q: 3 clusters Score -8739131 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 40836 members 
Entering Unmasked Estep 
Score: -8739277.000000 Penalty: 5344.270508
	Iteration 18Q: 3 clusters Score -8739277 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 41316 members 
Entering Unmasked Estep 
Score: -8739440.000000 Penalty: 5344.270508
	Iteration 19Q: 3 clusters Score -8739440 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -8739609.000000 Penalty: 5344.270508
	Iteration 20F: 3 clusters Score -8739609 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -8739729.000000 Penalty: 5344.270508
	Iteration 21Q: 3 clusters Score -8739729 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 42646 members 
Entering Unmasked Estep 
Score: -8739826.000000 Penalty: 5344.270508
	Iteration 22Q: 3 clusters Score -8739826 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 43036 members 
Entering Unmasked Estep 
Score: -8739971.000000 Penalty: 5344.270508
	Iteration 23Q: 3 clusters Score -8739971 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 43410 members 
Entering Unmasked Estep 
Score: -8740050.000000 Penalty: 5344.270508
	Iteration 24Q: 3 clusters Score -8740050 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 43745 members 
Entering Unmasked Estep 
Score: -8740152.000000 Penalty: 5344.270508
	Iteration 25Q: 3 clusters Score -8740152 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -8740243.000000 Penalty: 5344.270508
	Iteration 26Q: 3 clusters Score -8740243 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 44315 members 
Entering Unmasked Estep 
Score: -8740302.000000 Penalty: 5344.270508
	Iteration 27Q: 3 clusters Score -8740302 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 44539 members 
Entering Unmasked Estep 
Score: -8740344.000000 Penalty: 5344.270508
	Iteration 28Q: 3 clusters Score -8740344 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -8740361.000000 Penalty: 5344.270508
	Iteration 29Q: 3 clusters Score -8740361 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 44899 members 
Entering Unmasked Estep 
Score: -8740378.000000 Penalty: 5344.270508
	Iteration 30Q: 3 clusters Score -8740378 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -8740411.000000 Penalty: 5344.270508
	Iteration 31Q: 3 clusters Score -8740411 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -8740447.000000 Penalty: 5344.270508
	Iteration 32Q: 3 clusters Score -8740447 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 45316 members 
Entering Unmasked Estep 
Score: -8740485.000000 Penalty: 5344.270508
	Iteration 33Q: 3 clusters Score -8740485 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 45436 members 
Entering Unmasked Estep 
Score: -8740516.000000 Penalty: 5344.270508
	Iteration 34Q: 3 clusters Score -8740516 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -8740551.000000 Penalty: 5344.270508
	Iteration 35Q: 3 clusters Score -8740551 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 45633 members 
Entering Unmasked Estep 
Score: -8740567.000000 Penalty: 5344.270508
	Iteration 36Q: 3 clusters Score -8740567 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 45723 members 
Entering Unmasked Estep 
Score: -8740591.000000 Penalty: 5344.270508
	Iteration 37Q: 3 clusters Score -8740591 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 45803 members 
Entering Unmasked Estep 
Score: -8740620.000000 Penalty: 5344.270508
	Iteration 38Q: 3 clusters Score -8740620 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 45872 members 
Entering Unmasked Estep 
Score: -8740646.000000 Penalty: 5344.270508
	Iteration 39Q: 3 clusters Score -8740646 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 45944 members 
Entering Unmasked Estep 
Score: -8740659.000000 Penalty: 5344.270508
	Iteration 40F: 3 clusters Score -8740659 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 45997 members 
Entering Unmasked Estep 
Score: -8740664.000000 Penalty: 5344.270508
	Iteration 41Q: 3 clusters Score -8740664 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 46040 members 
Entering Unmasked Estep 
Score: -8740681.000000 Penalty: 5344.270508
	Iteration 42Q: 3 clusters Score -8740681 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 46081 members 
Entering Unmasked Estep 
Score: -8740702.000000 Penalty: 5344.270508
	Iteration 43Q: 3 clusters Score -8740702 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 46127 members 
Entering Unmasked Estep 
Score: -8740718.000000 Penalty: 5344.270508
	Iteration 44Q: 3 clusters Score -8740718 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -8740724.000000 Penalty: 5344.270508
	Iteration 45Q: 3 clusters Score -8740724 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 46219 members 
Entering Unmasked Estep 
Score: -8740745.000000 Penalty: 5344.270508
	Iteration 46Q: 3 clusters Score -8740745 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 46258 members 
Entering Unmasked Estep 
Score: -8740750.000000 Penalty: 5344.270508
	Iteration 47Q: 3 clusters Score -8740750 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 46286 members 
Entering Unmasked Estep 
Score: -8740758.000000 Penalty: 5344.270508
	Iteration 48Q: 3 clusters Score -8740758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 46301 members 
Entering Unmasked Estep 
Score: -8740765.000000 Penalty: 5344.270508
	Iteration 49Q: 3 clusters Score -8740765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 46318 members 
Entering Unmasked Estep 
Score: -8740758.000000 Penalty: 5344.270508
	Iteration 50Q: 3 clusters Score -8740758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -8740765.000000 Penalty: 5344.270508
	Iteration 51Q: 3 clusters Score -8740765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 46343 members 
Entering Unmasked Estep 
Score: -8740767.000000 Penalty: 5344.270508
	Iteration 52Q: 3 clusters Score -8740767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 46359 members 
Entering Unmasked Estep 
Score: -8740766.000000 Penalty: 5344.270508
	Iteration 53Q: 3 clusters Score -8740766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 46370 members 
Entering Unmasked Estep 
Score: -8740763.000000 Penalty: 5344.270508
	Iteration 54Q: 3 clusters Score -8740763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 46374 members 
Entering Unmasked Estep 
Score: -8740762.000000 Penalty: 5344.270508
	Iteration 55Q: 3 clusters Score -8740762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 46384 members 
Entering Unmasked Estep 
Score: -8740754.000000 Penalty: 5344.270508
	Iteration 56Q: 3 clusters Score -8740754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -8740768.000000 Penalty: 5344.270508
	Iteration 57Q: 3 clusters Score -8740768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 46408 members 
Entering Unmasked Estep 
Score: -8740771.000000 Penalty: 5344.270508
	Iteration 58Q: 3 clusters Score -8740771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 46426 members 
Entering Unmasked Estep 
Score: -8740777.000000 Penalty: 5344.270508
	Iteration 59Q: 3 clusters Score -8740777 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 46446 members 
Entering Unmasked Estep 
Score: -8740791.000000 Penalty: 5344.270508
	Iteration 60F: 3 clusters Score -8740791 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 46466 members 
Entering Unmasked Estep 
Score: -8740813.000000 Penalty: 5344.270508
	Iteration 61Q: 3 clusters Score -8740813 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 46488 members 
Entering Unmasked Estep 
Score: -8740819.000000 Penalty: 5344.270508
	Iteration 62Q: 3 clusters Score -8740819 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 46512 members 
Entering Unmasked Estep 
Score: -8740821.000000 Penalty: 5344.270508
	Iteration 63Q: 3 clusters Score -8740821 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 46539 members 
Entering Unmasked Estep 
Score: -8740842.000000 Penalty: 5344.270508
	Iteration 64Q: 3 clusters Score -8740842 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 46558 members 
Entering Unmasked Estep 
Score: -8740841.000000 Penalty: 5344.270508
	Iteration 65Q: 3 clusters Score -8740841 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 46570 members 
Entering Unmasked Estep 
Score: -8740848.000000 Penalty: 5344.270508
	Iteration 66Q: 3 clusters Score -8740848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 46588 members 
Entering Unmasked Estep 
Score: -8740844.000000 Penalty: 5344.270508
	Iteration 67Q: 3 clusters Score -8740844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 46602 members 
Entering Unmasked Estep 
Score: -8740855.000000 Penalty: 5344.270508
	Iteration 68Q: 3 clusters Score -8740855 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 46612 members 
Entering Unmasked Estep 
Score: -8740866.000000 Penalty: 5344.270508
	Iteration 69Q: 3 clusters Score -8740866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 46622 members 
Entering Unmasked Estep 
Score: -8740864.000000 Penalty: 5344.270508
	Iteration 70Q: 3 clusters Score -8740864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 46630 members 
Entering Unmasked Estep 
Score: -8740864.000000 Penalty: 5344.270508
	Iteration 71Q: 3 clusters Score -8740864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 46636 members 
Entering Unmasked Estep 
Score: -8740863.000000 Penalty: 5344.270508
	Iteration 72Q: 3 clusters Score -8740863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 46642 members 
Entering Unmasked Estep 
Score: -8740866.000000 Penalty: 5344.270508
	Iteration 73Q: 3 clusters Score -8740866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 46653 members 
Entering Unmasked Estep 
Score: -8740868.000000 Penalty: 5344.270508
	Iteration 74Q: 3 clusters Score -8740868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 46664 members 
Entering Unmasked Estep 
Score: -8740878.000000 Penalty: 5344.270508
	Iteration 75Q: 3 clusters Score -8740878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 46678 members 
Entering Unmasked Estep 
Score: -8740886.000000 Penalty: 5344.270508
	Iteration 76Q: 3 clusters Score -8740886 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 46692 members 
Entering Unmasked Estep 
Score: -8740891.000000 Penalty: 5344.270508
	Iteration 77Q: 3 clusters Score -8740891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 46707 members 
Entering Unmasked Estep 
Score: -8740888.000000 Penalty: 5344.270508
	Iteration 78Q: 3 clusters Score -8740888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 46722 members 
Entering Unmasked Estep 
Score: -8740897.000000 Penalty: 5344.270508
	Iteration 79Q: 3 clusters Score -8740897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 46729 members 
Entering Unmasked Estep 
Score: -8740909.000000 Penalty: 5344.270508
	Iteration 80F: 3 clusters Score -8740909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 46734 members 
Entering Unmasked Estep 
Score: -8740913.000000 Penalty: 5344.270508
	Iteration 81Q: 3 clusters Score -8740913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -8740901.000000 Penalty: 5344.270508
	Iteration 82Q: 3 clusters Score -8740901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 46751 members 
Entering Unmasked Estep 
Score: -8740912.000000 Penalty: 5344.270508
	Iteration 83Q: 3 clusters Score -8740912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 46759 members 
Entering Unmasked Estep 
Score: -8740920.000000 Penalty: 5344.270508
	Iteration 84Q: 3 clusters Score -8740920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
Score: -8740913.000000 Penalty: 5344.270508
	Iteration 85Q: 3 clusters Score -8740913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 46770 members 
Entering Unmasked Estep 
Score: -8740911.000000 Penalty: 5344.270508
	Iteration 86Q: 3 clusters Score -8740911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 46771 members 
Entering Unmasked Estep 
Score: -8740912.000000 Penalty: 5344.270508
	Iteration 87Q: 3 clusters Score -8740912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 46772 members 
Entering Unmasked Estep 
Score: -8740916.000000 Penalty: 5344.270508
	Iteration 88Q: 3 clusters Score -8740916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 46774 members 
Entering Unmasked Estep 
Score: -8740913.000000 Penalty: 5344.270508
	Iteration 89Q: 3 clusters Score -8740913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 46777 members 
Entering Unmasked Estep 
Score: -8740915.000000 Penalty: 5344.270508
	Iteration 90Q: 3 clusters Score -8740915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 46782 members 
Entering Unmasked Estep 
Score: -8740913.000000 Penalty: 5344.270508
	Iteration 91Q: 3 clusters Score -8740913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 46786 members 
Entering Unmasked Estep 
Score: -8740924.000000 Penalty: 5344.270508
	Iteration 92Q: 3 clusters Score -8740924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 46789 members 
Entering Unmasked Estep 
Score: -8740925.000000 Penalty: 5344.270508
	Iteration 93Q: 3 clusters Score -8740925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 46796 members 
Entering Unmasked Estep 
Score: -8740918.000000 Penalty: 5344.270508
	Iteration 94Q: 3 clusters Score -8740918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -8740920.000000 Penalty: 5344.270508
	Iteration 95Q: 3 clusters Score -8740920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 46805 members 
Entering Unmasked Estep 
Score: -8740935.000000 Penalty: 5344.270508
	Iteration 96Q: 3 clusters Score -8740935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 46807 members 
Entering Unmasked Estep 
Score: -8740937.000000 Penalty: 5344.270508
	Iteration 97Q: 3 clusters Score -8740937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 46811 members 
Entering Unmasked Estep 
Score: -8740929.000000 Penalty: 5344.270508
	Iteration 98Q: 3 clusters Score -8740929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 46818 members 
Entering Unmasked Estep 
Score: -8740938.000000 Penalty: 5344.270508
	Iteration 99Q: 3 clusters Score -8740938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 46820 members 
Entering Unmasked Estep 
Score: -8740935.000000 Penalty: 5344.270508
	Iteration 100F: 3 clusters Score -8740935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Entering Unmasked Estep 
Score: -100902.281250 Penalty: 1652.773438
	Iteration 0F: 2 clusters Score -100902.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -99227.554688 Penalty: 3305.546875
	Iteration 0F: 3 clusters Score -99227.55 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -99746.203125 Penalty: 3305.546875
	Iteration 1F: 3 clusters Score -99746.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -100222.898438 Penalty: 3305.546875
	Iteration 2F: 3 clusters Score -100222.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -100534.312500 Penalty: 3305.546875
	Iteration 3F: 3 clusters Score -100534.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -100719.210938 Penalty: 3305.546875
	Iteration 4F: 3 clusters Score -100719.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -100892.742188 Penalty: 3305.546875
	Iteration 5Q: 3 clusters Score -100892.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -100997.898438 Penalty: 3305.546875
	Iteration 6Q: 3 clusters Score -100997.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -101056.539062 Penalty: 3305.546875
	Iteration 7Q: 3 clusters Score -101056.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -101126.828125 Penalty: 3305.546875
	Iteration 8Q: 3 clusters Score -101126.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -101150.257812 Penalty: 3305.546875
	Iteration 9Q: 3 clusters Score -101150.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -101154.859375 Penalty: 3305.546875
	Iteration 10Q: 3 clusters Score -101154.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -101154.859375 Penalty: 3305.546875
	Iteration 11F: 3 clusters Score -101154.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 43802 members 
Mstep: Class 3 contains 13908 members 
Mstep: Class 4 contains 46339 members 
Mstep: Class 5 contains 46904 members 
Mstep: Class 6 contains 50299 members 
Mstep: Class 7 contains 584 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 51019 members 
Mstep: Class 11 contains 47597 members 
Mstep: Class 12 contains 49870 members 
Mstep: Class 13 contains 46126 members 
Mstep: Class 14 contains 46310 members 
Mstep: Class 15 contains 26647 members 
Mstep: Class 16 contains 45344 members 
Mstep: Class 17 contains 47798 members 
Mstep: Class 18 contains 466 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1694 members 
Mstep: Class 21 contains 42147 members 
Mstep: Class 22 contains 6077 members 
Mstep: Class 23 contains 318 members 
Entering Unmasked Estep 
Score: -111203040.000000 Penalty: 76057.484375
Splitting cluster 18 changes total score from -111204376.000000 to -111203040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Entering Unmasked Estep 
Score: -49939.371094 Penalty: 1528.502075
	Iteration 0F: 2 clusters Score -49939.37 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 238 members 
Entering Unmasked Estep 
Score: -48496.210938 Penalty: 3057.004150
	Iteration 0F: 3 clusters Score -48496.21 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -48940.910156 Penalty: 3057.004150
	Iteration 1F: 3 clusters Score -48940.91 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -49179.218750 Penalty: 3057.004150
	Iteration 2F: 3 clusters Score -49179.22 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -49349.144531 Penalty: 3057.004150
	Iteration 3F: 3 clusters Score -49349.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -49414.500000 Penalty: 3057.004150
	Iteration 4Q: 3 clusters Score -49414.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -49452.519531 Penalty: 3057.004150
	Iteration 5Q: 3 clusters Score -49452.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -49479.945312 Penalty: 3057.004150
	Iteration 6Q: 3 clusters Score -49479.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -49485.191406 Penalty: 3057.004150
	Iteration 7Q: 3 clusters Score -49485.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -49485.191406 Penalty: 3057.004150
	Iteration 8F: 3 clusters Score -49485.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Entering Unmasked Estep 
Score: -287646.343750 Penalty: 1843.842285
	Iteration 0F: 2 clusters Score -287646.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -285425.125000 Penalty: 3687.684570
	Iteration 0F: 3 clusters Score -285425.1 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -286490.937500 Penalty: 3687.684570
	Iteration 1F: 3 clusters Score -286490.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -286914.562500 Penalty: 3687.684570
	Iteration 2F: 3 clusters Score -286914.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -287233.875000 Penalty: 3687.684570
	Iteration 3F: 3 clusters Score -287233.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -287516.781250 Penalty: 3687.684570
	Iteration 4F: 3 clusters Score -287516.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -287723.375000 Penalty: 3687.684570
	Iteration 5Q: 3 clusters Score -287723.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -287815.000000 Penalty: 3687.684570
	Iteration 6Q: 3 clusters Score -287815 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -287847.906250 Penalty: 3687.684570
	Iteration 7Q: 3 clusters Score -287847.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -287857.218750 Penalty: 3687.684570
	Iteration 8Q: 3 clusters Score -287857.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -287866.875000 Penalty: 3687.684570
	Iteration 9Q: 3 clusters Score -287866.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -287870.750000 Penalty: 3687.684570
	Iteration 10Q: 3 clusters Score -287870.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -287872.343750 Penalty: 3687.684570
	Iteration 11Q: 3 clusters Score -287872.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -287873.000000 Penalty: 3687.684570
	Iteration 12F: 3 clusters Score -287873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -287876.906250 Penalty: 3687.684570
	Iteration 13Q: 3 clusters Score -287876.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -287876.906250 Penalty: 3687.684570
	Iteration 14F: 3 clusters Score -287876.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 43802 members 
Mstep: Class 3 contains 13908 members 
Mstep: Class 4 contains 46339 members 
Mstep: Class 5 contains 46904 members 
Mstep: Class 6 contains 50299 members 
Mstep: Class 7 contains 584 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 51019 members 
Mstep: Class 11 contains 47597 members 
Mstep: Class 12 contains 49870 members 
Mstep: Class 13 contains 46126 members 
Mstep: Class 14 contains 46310 members 
Mstep: Class 15 contains 26647 members 
Mstep: Class 16 contains 45344 members 
Mstep: Class 17 contains 47798 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 346 members 
Mstep: Class 21 contains 42147 members 
Mstep: Class 22 contains 6077 members 
Mstep: Class 23 contains 1348 members 
Entering Unmasked Estep 
Score: -111203288.000000 Penalty: 76057.484375
Splitting cluster 20 changes total score from -111204376.000000 to -111203288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (42147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Entering Unmasked Estep 
Score: -7729803.000000 Penalty: 2640.931885
	Iteration 0F: 2 clusters Score -7729803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -7701671.500000 Penalty: 5281.863770
	Iteration 0F: 3 clusters Score -7701672 nChanged 19264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -7712328.500000 Penalty: 5281.863770
	Iteration 1F: 3 clusters Score -7712328 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -7712872.500000 Penalty: 5281.863770
	Iteration 2Q: 3 clusters Score -7712872 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -7713480.000000 Penalty: 5281.863770
	Iteration 3Q: 3 clusters Score -7713480 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -7714123.500000 Penalty: 5281.863770
	Iteration 4Q: 3 clusters Score -7714124 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -7715099.000000 Penalty: 5281.863770
	Iteration 5Q: 3 clusters Score -7715099 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -7716213.000000 Penalty: 5281.863770
	Iteration 6F: 3 clusters Score -7716213 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -7717874.000000 Penalty: 5281.863770
	Iteration 7F: 3 clusters Score -7717874 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -7720195.500000 Penalty: 5281.863770
	Iteration 8F: 3 clusters Score -7720196 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 32741 members 
Entering Unmasked Estep 
Score: -7722790.000000 Penalty: 5281.863770
	Iteration 9F: 3 clusters Score -7722790 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -7725059.000000 Penalty: 5281.863770
	Iteration 10F: 3 clusters Score -7725059 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -7726445.500000 Penalty: 5281.863770
	Iteration 11Q: 3 clusters Score -7726446 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
Score: -7727068.000000 Penalty: 5281.863770
	Iteration 12Q: 3 clusters Score -7727068 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -7727362.500000 Penalty: 5281.863770
	Iteration 13Q: 3 clusters Score -7727362 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -7727513.000000 Penalty: 5281.863770
	Iteration 14Q: 3 clusters Score -7727513 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 38007 members 
Entering Unmasked Estep 
Score: -7727621.500000 Penalty: 5281.863770
	Iteration 15Q: 3 clusters Score -7727622 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -7727728.500000 Penalty: 5281.863770
	Iteration 16Q: 3 clusters Score -7727728 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -7727781.000000 Penalty: 5281.863770
	Iteration 17Q: 3 clusters Score -7727781 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 38782 members 
Entering Unmasked Estep 
Score: -7727848.500000 Penalty: 5281.863770
	Iteration 18Q: 3 clusters Score -7727848 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -7727871.500000 Penalty: 5281.863770
	Iteration 19Q: 3 clusters Score -7727872 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 39132 members 
Entering Unmasked Estep 
Score: -7727917.000000 Penalty: 5281.863770
	Iteration 20F: 3 clusters Score -7727917 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 39281 members 
Entering Unmasked Estep 
Score: -7727933.500000 Penalty: 5281.863770
	Iteration 21Q: 3 clusters Score -7727934 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -7727955.500000 Penalty: 5281.863770
	Iteration 22Q: 3 clusters Score -7727956 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -7727957.500000 Penalty: 5281.863770
	Iteration 23Q: 3 clusters Score -7727958 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -7727954.000000 Penalty: 5281.863770
	Iteration 24Q: 3 clusters Score -7727954 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 39614 members 
Entering Unmasked Estep 
Score: -7727972.500000 Penalty: 5281.863770
	Iteration 25Q: 3 clusters Score -7727972 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -7727977.500000 Penalty: 5281.863770
	Iteration 26Q: 3 clusters Score -7727978 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -7727984.500000 Penalty: 5281.863770
	Iteration 27Q: 3 clusters Score -7727984 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 39763 members 
Entering Unmasked Estep 
Score: -7728011.000000 Penalty: 5281.863770
	Iteration 28Q: 3 clusters Score -7728011 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 39810 members 
Entering Unmasked Estep 
Score: -7728026.000000 Penalty: 5281.863770
	Iteration 29Q: 3 clusters Score -7728026 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 39853 members 
Entering Unmasked Estep 
Score: -7728019.000000 Penalty: 5281.863770
	Iteration 30Q: 3 clusters Score -7728019 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -7728026.000000 Penalty: 5281.863770
	Iteration 31Q: 3 clusters Score -7728026 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 39937 members 
Entering Unmasked Estep 
Score: -7728034.500000 Penalty: 5281.863770
	Iteration 32Q: 3 clusters Score -7728034 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -7728037.000000 Penalty: 5281.863770
	Iteration 33Q: 3 clusters Score -7728037 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 40025 members 
Entering Unmasked Estep 
Score: -7728039.000000 Penalty: 5281.863770
	Iteration 34Q: 3 clusters Score -7728039 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -7728044.500000 Penalty: 5281.863770
	Iteration 35Q: 3 clusters Score -7728044 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -7728054.000000 Penalty: 5281.863770
	Iteration 36Q: 3 clusters Score -7728054 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 40133 members 
Entering Unmasked Estep 
Score: -7728049.000000 Penalty: 5281.863770
	Iteration 37Q: 3 clusters Score -7728049 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -7728058.000000 Penalty: 5281.863770
	Iteration 38Q: 3 clusters Score -7728058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 40184 members 
Entering Unmasked Estep 
Score: -7728063.500000 Penalty: 5281.863770
	Iteration 39Q: 3 clusters Score -7728064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -7728061.500000 Penalty: 5281.863770
	Iteration 40F: 3 clusters Score -7728062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 40209 members 
Entering Unmasked Estep 
Score: -7728065.500000 Penalty: 5281.863770
	Iteration 41Q: 3 clusters Score -7728066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
Score: -7728067.000000 Penalty: 5281.863770
	Iteration 42Q: 3 clusters Score -7728067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -7728066.500000 Penalty: 5281.863770
	Iteration 43Q: 3 clusters Score -7728066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -7728073.500000 Penalty: 5281.863770
	Iteration 44Q: 3 clusters Score -7728074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -7728075.000000 Penalty: 5281.863770
	Iteration 45Q: 3 clusters Score -7728075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -7728066.000000 Penalty: 5281.863770
	Iteration 46Q: 3 clusters Score -7728066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -7728072.500000 Penalty: 5281.863770
	Iteration 47Q: 3 clusters Score -7728072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -7728069.000000 Penalty: 5281.863770
	Iteration 48Q: 3 clusters Score -7728069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -7728063.000000 Penalty: 5281.863770
	Iteration 49Q: 3 clusters Score -7728063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -7728059.500000 Penalty: 5281.863770
	Iteration 50Q: 3 clusters Score -7728060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -7728061.500000 Penalty: 5281.863770
	Iteration 51Q: 3 clusters Score -7728062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 40290 members 
Entering Unmasked Estep 
Score: -7728065.000000 Penalty: 5281.863770
	Iteration 52Q: 3 clusters Score -7728065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 40296 members 
Entering Unmasked Estep 
Score: -7728075.000000 Penalty: 5281.863770
	Iteration 53Q: 3 clusters Score -7728075 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
Score: -7728071.500000 Penalty: 5281.863770
	Iteration 54Q: 3 clusters Score -7728072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 40304 members 
Entering Unmasked Estep 
Score: -7728064.500000 Penalty: 5281.863770
	Iteration 55Q: 3 clusters Score -7728064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
Score: -7728066.000000 Penalty: 5281.863770
	Iteration 56Q: 3 clusters Score -7728066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 40309 members 
Entering Unmasked Estep 
Score: -7728064.500000 Penalty: 5281.863770
	Iteration 57Q: 3 clusters Score -7728064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -7728070.500000 Penalty: 5281.863770
	Iteration 58Q: 3 clusters Score -7728070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -7728070.500000 Penalty: 5281.863770
	Iteration 59F: 3 clusters Score -7728070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Entering Unmasked Estep 
Score: -1112287.125000 Penalty: 2160.642090
	Iteration 0F: 2 clusters Score -1112287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1107067.500000 Penalty: 4321.284180
	Iteration 0F: 3 clusters Score -1107068 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1108296.750000 Penalty: 4321.284180
	Iteration 1F: 3 clusters Score -1108297 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1108507.500000 Penalty: 4321.284180
	Iteration 2F: 3 clusters Score -1108508 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1108637.125000 Penalty: 4321.284180
	Iteration 3Q: 3 clusters Score -1108637 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1108731.125000 Penalty: 4321.284180
	Iteration 4Q: 3 clusters Score -1108731 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1108801.500000 Penalty: 4321.284180
	Iteration 5Q: 3 clusters Score -1108802 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1108876.750000 Penalty: 4321.284180
	Iteration 6Q: 3 clusters Score -1108877 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1108959.375000 Penalty: 4321.284180
	Iteration 7Q: 3 clusters Score -1108959 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1109058.750000 Penalty: 4321.284180
	Iteration 8Q: 3 clusters Score -1109059 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1109155.875000 Penalty: 4321.284180
	Iteration 9Q: 3 clusters Score -1109156 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1109273.000000 Penalty: 4321.284180
	Iteration 10Q: 3 clusters Score -1109273 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1109394.375000 Penalty: 4321.284180
	Iteration 11Q: 3 clusters Score -1109394 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1109515.250000 Penalty: 4321.284180
	Iteration 12Q: 3 clusters Score -1109515 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1109644.750000 Penalty: 4321.284180
	Iteration 13Q: 3 clusters Score -1109645 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1109784.875000 Penalty: 4321.284180
	Iteration 14Q: 3 clusters Score -1109785 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1109904.625000 Penalty: 4321.284180
	Iteration 15Q: 3 clusters Score -1109905 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1109993.125000 Penalty: 4321.284180
	Iteration 16Q: 3 clusters Score -1109993 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1110058.000000 Penalty: 4321.284180
	Iteration 17Q: 3 clusters Score -1110058 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1110114.500000 Penalty: 4321.284180
	Iteration 18Q: 3 clusters Score -1110114 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1110159.250000 Penalty: 4321.284180
	Iteration 19Q: 3 clusters Score -1110159 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1110192.500000 Penalty: 4321.284180
	Iteration 20F: 3 clusters Score -1110192 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1110218.875000 Penalty: 4321.284180
	Iteration 21Q: 3 clusters Score -1110219 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -1110249.125000 Penalty: 4321.284180
	Iteration 22Q: 3 clusters Score -1110249 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1110271.625000 Penalty: 4321.284180
	Iteration 23Q: 3 clusters Score -1110272 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1110294.750000 Penalty: 4321.284180
	Iteration 24Q: 3 clusters Score -1110295 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1110307.750000 Penalty: 4321.284180
	Iteration 25Q: 3 clusters Score -1110308 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1110327.250000 Penalty: 4321.284180
	Iteration 26Q: 3 clusters Score -1110327 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1110341.125000 Penalty: 4321.284180
	Iteration 27Q: 3 clusters Score -1110341 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1110357.125000 Penalty: 4321.284180
	Iteration 28Q: 3 clusters Score -1110357 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1110367.750000 Penalty: 4321.284180
	Iteration 29Q: 3 clusters Score -1110368 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1110377.125000 Penalty: 4321.284180
	Iteration 30Q: 3 clusters Score -1110377 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1110387.625000 Penalty: 4321.284180
	Iteration 31Q: 3 clusters Score -1110388 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1110397.750000 Penalty: 4321.284180
	Iteration 32Q: 3 clusters Score -1110398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1110406.000000 Penalty: 4321.284180
	Iteration 33Q: 3 clusters Score -1110406 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1110413.375000 Penalty: 4321.284180
	Iteration 34Q: 3 clusters Score -1110413 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1110426.750000 Penalty: 4321.284180
	Iteration 35Q: 3 clusters Score -1110427 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1110432.750000 Penalty: 4321.284180
	Iteration 36Q: 3 clusters Score -1110433 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1110442.375000 Penalty: 4321.284180
	Iteration 37Q: 3 clusters Score -1110442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1110452.500000 Penalty: 4321.284180
	Iteration 38Q: 3 clusters Score -1110452 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1110463.000000 Penalty: 4321.284180
	Iteration 39Q: 3 clusters Score -1110463 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1110470.875000 Penalty: 4321.284180
	Iteration 40F: 3 clusters Score -1110471 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1110479.125000 Penalty: 4321.284180
	Iteration 41Q: 3 clusters Score -1110479 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1110488.000000 Penalty: 4321.284180
	Iteration 42Q: 3 clusters Score -1110488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1110497.125000 Penalty: 4321.284180
	Iteration 43Q: 3 clusters Score -1110497 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1110506.625000 Penalty: 4321.284180
	Iteration 44Q: 3 clusters Score -1110507 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1110511.750000 Penalty: 4321.284180
	Iteration 45Q: 3 clusters Score -1110512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1110516.250000 Penalty: 4321.284180
	Iteration 46Q: 3 clusters Score -1110516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1110525.125000 Penalty: 4321.284180
	Iteration 47Q: 3 clusters Score -1110525 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1110532.750000 Penalty: 4321.284180
	Iteration 48Q: 3 clusters Score -1110533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1110532.250000 Penalty: 4321.284180
	Iteration 49Q: 3 clusters Score -1110532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1110535.125000 Penalty: 4321.284180
	Iteration 50Q: 3 clusters Score -1110535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1110538.500000 Penalty: 4321.284180
	Iteration 51Q: 3 clusters Score -1110538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1110542.500000 Penalty: 4321.284180
	Iteration 52Q: 3 clusters Score -1110542 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1110543.875000 Penalty: 4321.284180
	Iteration 53Q: 3 clusters Score -1110544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1110546.875000 Penalty: 4321.284180
	Iteration 54Q: 3 clusters Score -1110547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1110552.125000 Penalty: 4321.284180
	Iteration 55Q: 3 clusters Score -1110552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1110555.000000 Penalty: 4321.284180
	Iteration 56Q: 3 clusters Score -1110555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1110554.125000 Penalty: 4321.284180
	Iteration 57Q: 3 clusters Score -1110554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1110554.125000 Penalty: 4321.284180
	Iteration 58F: 3 clusters Score -1110554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 43802 members 
Mstep: Class 3 contains 13908 members 
Mstep: Class 4 contains 46339 members 
Mstep: Class 5 contains 46904 members 
Mstep: Class 6 contains 50299 members 
Mstep: Class 7 contains 584 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 51019 members 
Mstep: Class 11 contains 47597 members 
Mstep: Class 12 contains 49870 members 
Mstep: Class 13 contains 46126 members 
Mstep: Class 14 contains 46310 members 
Mstep: Class 15 contains 26647 members 
Mstep: Class 16 contains 45344 members 
Mstep: Class 17 contains 47798 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1694 members 
Mstep: Class 21 contains 42147 members 
Mstep: Class 22 contains 6077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111204552.000000 Penalty: 72750.632812
Iteration 119Q: 23 clusters Score -1.112046e+08 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 43823 members 
Mstep: Class 3 contains 14053 members 
Mstep: Class 4 contains 46342 members 
Mstep: Class 5 contains 46791 members 
Mstep: Class 6 contains 50358 members 
Mstep: Class 7 contains 584 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 51068 members 
Mstep: Class 11 contains 47584 members 
Mstep: Class 12 contains 49749 members 
Mstep: Class 13 contains 46189 members 
Mstep: Class 14 contains 46304 members 
Mstep: Class 15 contains 26615 members 
Mstep: Class 16 contains 45324 members 
Mstep: Class 17 contains 47803 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1695 members 
Mstep: Class 21 contains 42125 members 
Mstep: Class 22 contains 6058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111204752.000000 Penalty: 72750.632812
Iteration 120F: 23 clusters Score -1.112048e+08 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 43871 members 
Mstep: Class 3 contains 14195 members 
Mstep: Class 4 contains 46353 members 
Mstep: Class 5 contains 46684 members 
Mstep: Class 6 contains 50433 members 
Mstep: Class 7 contains 584 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 51076 members 
Mstep: Class 11 contains 47566 members 
Mstep: Class 12 contains 49633 members 
Mstep: Class 13 contains 46231 members 
Mstep: Class 14 contains 46299 members 
Mstep: Class 15 contains 26590 members 
Mstep: Class 16 contains 45328 members 
Mstep: Class 17 contains 47786 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1695 members 
Mstep: Class 21 contains 42093 members 
Mstep: Class 22 contains 6048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111205600.000000 Penalty: 72750.632812
Iteration 121Q: 23 clusters Score -1.112056e+08 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 43872 members 
Mstep: Class 3 contains 14355 members 
Mstep: Class 4 contains 46338 members 
Mstep: Class 5 contains 46665 members 
Mstep: Class 6 contains 50447 members 
Mstep: Class 7 contains 584 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 51053 members 
Mstep: Class 11 contains 47579 members 
Mstep: Class 12 contains 49589 members 
Mstep: Class 13 contains 46254 members 
Mstep: Class 14 contains 46252 members 
Mstep: Class 15 contains 26568 members 
Mstep: Class 16 contains 45311 members 
Mstep: Class 17 contains 47809 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1695 members 
Mstep: Class 21 contains 42056 members 
Mstep: Class 22 contains 6038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111205912.000000 Penalty: 72750.632812
Iteration 122Q: 23 clusters Score -1.112059e+08 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 43860 members 
Mstep: Class 3 contains 14513 members 
Mstep: Class 4 contains 46355 members 
Mstep: Class 5 contains 46687 members 
Mstep: Class 6 contains 50470 members 
Mstep: Class 7 contains 584 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 51015 members 
Mstep: Class 11 contains 47571 members 
Mstep: Class 12 contains 49521 members 
Mstep: Class 13 contains 46237 members 
Mstep: Class 14 contains 46232 members 
Mstep: Class 15 contains 26553 members 
Mstep: Class 16 contains 45320 members 
Mstep: Class 17 contains 47815 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1695 members 
Mstep: Class 21 contains 42017 members 
Mstep: Class 22 contains 6021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111205944.000000 Penalty: 72750.632812
Iteration 123Q: 23 clusters Score -1.112059e+08 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 43900 members 
Mstep: Class 3 contains 14694 members 
Mstep: Class 4 contains 46411 members 
Mstep: Class 5 contains 46669 members 
Mstep: Class 6 contains 50443 members 
Mstep: Class 7 contains 584 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1259 members 
Mstep: Class 10 contains 50966 members 
Mstep: Class 11 contains 47547 members 
Mstep: Class 12 contains 49486 members 
Mstep: Class 13 contains 46171 members 
Mstep: Class 14 contains 46228 members 
Mstep: Class 15 contains 26530 members 
Mstep: Class 16 contains 45349 members 
Mstep: Class 17 contains 47793 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1695 members 
Mstep: Class 21 contains 42001 members 
Mstep: Class 22 contains 6000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111206456.000000 Penalty: 72750.632812
Iteration 124Q: 23 clusters Score -1.112065e+08 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 43908 members 
Mstep: Class 3 contains 14843 members 
Mstep: Class 4 contains 46442 members 
Mstep: Class 5 contains 46625 members 
Mstep: Class 6 contains 50422 members 
Mstep: Class 7 contains 584 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 50958 members 
Mstep: Class 11 contains 47511 members 
Mstep: Class 12 contains 49507 members 
Mstep: Class 13 contains 46123 members 
Mstep: Class 14 contains 46219 members 
Mstep: Class 15 contains 26508 members 
Mstep: Class 16 contains 45409 members 
Mstep: Class 17 contains 47735 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1696 members 
Mstep: Class 21 contains 41998 members 
Mstep: Class 22 contains 5980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111206744.000000 Penalty: 72750.632812
Iteration 125Q: 23 clusters Score -1.112067e+08 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 43949 members 
Mstep: Class 3 contains 14991 members 
Mstep: Class 4 contains 46488 members 
Mstep: Class 5 contains 46591 members 
Mstep: Class 6 contains 50404 members 
Mstep: Class 7 contains 584 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 50958 members 
Mstep: Class 11 contains 47498 members 
Mstep: Class 12 contains 49510 members 
Mstep: Class 13 contains 46069 members 
Mstep: Class 14 contains 46175 members 
Mstep: Class 15 contains 26486 members 
Mstep: Class 16 contains 45476 members 
Mstep: Class 17 contains 47670 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1694 members 
Mstep: Class 21 contains 41975 members 
Mstep: Class 22 contains 5951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111206664.000000 Penalty: 72750.632812
Iteration 126Q: 23 clusters Score -1.112067e+08 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 43995 members 
Mstep: Class 3 contains 15132 members 
Mstep: Class 4 contains 46558 members 
Mstep: Class 5 contains 46557 members 
Mstep: Class 6 contains 50435 members 
Mstep: Class 7 contains 584 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 50955 members 
Mstep: Class 11 contains 47471 members 
Mstep: Class 12 contains 49476 members 
Mstep: Class 13 contains 46039 members 
Mstep: Class 14 contains 46113 members 
Mstep: Class 15 contains 26469 members 
Mstep: Class 16 contains 45543 members 
Mstep: Class 17 contains 47569 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1693 members 
Mstep: Class 21 contains 41957 members 
Mstep: Class 22 contains 5922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111206640.000000 Penalty: 72750.632812
Iteration 127Q: 23 clusters Score -1.112066e+08 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 44056 members 
Mstep: Class 3 contains 15276 members 
Mstep: Class 4 contains 46666 members 
Mstep: Class 5 contains 46495 members 
Mstep: Class 6 contains 50406 members 
Mstep: Class 7 contains 584 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 50974 members 
Mstep: Class 11 contains 47474 members 
Mstep: Class 12 contains 49443 members 
Mstep: Class 13 contains 46025 members 
Mstep: Class 14 contains 46032 members 
Mstep: Class 15 contains 26445 members 
Mstep: Class 16 contains 45591 members 
Mstep: Class 17 contains 47469 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1692 members 
Mstep: Class 21 contains 41937 members 
Mstep: Class 22 contains 5903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111207280.000000 Penalty: 72750.632812
Iteration 128Q: 23 clusters Score -1.112073e+08 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 44086 members 
Mstep: Class 3 contains 15419 members 
Mstep: Class 4 contains 46767 members 
Mstep: Class 5 contains 46409 members 
Mstep: Class 6 contains 50325 members 
Mstep: Class 7 contains 584 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 51005 members 
Mstep: Class 11 contains 47438 members 
Mstep: Class 12 contains 49442 members 
Mstep: Class 13 contains 46058 members 
Mstep: Class 14 contains 45938 members 
Mstep: Class 15 contains 26419 members 
Mstep: Class 16 contains 45649 members 
Mstep: Class 17 contains 47404 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1693 members 
Mstep: Class 21 contains 41936 members 
Mstep: Class 22 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111207672.000000 Penalty: 72750.632812
Iteration 129Q: 23 clusters Score -1.112077e+08 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 44149 members 
Mstep: Class 3 contains 15570 members 
Mstep: Class 4 contains 46759 members 
Mstep: Class 5 contains 46407 members 
Mstep: Class 6 contains 50242 members 
Mstep: Class 7 contains 584 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 51007 members 
Mstep: Class 11 contains 47403 members 
Mstep: Class 12 contains 49435 members 
Mstep: Class 13 contains 46087 members 
Mstep: Class 14 contains 45875 members 
Mstep: Class 15 contains 26402 members 
Mstep: Class 16 contains 45688 members 
Mstep: Class 17 contains 47353 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1693 members 
Mstep: Class 21 contains 41923 members 
Mstep: Class 22 contains 5892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111208040.000000 Penalty: 72750.632812
Iteration 130Q: 23 clusters Score -1.11208e+08 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 44188 members 
Mstep: Class 3 contains 15717 members 
Mstep: Class 4 contains 46715 members 
Mstep: Class 5 contains 46378 members 
Mstep: Class 6 contains 50178 members 
Mstep: Class 7 contains 584 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 50993 members 
Mstep: Class 11 contains 47388 members 
Mstep: Class 12 contains 49424 members 
Mstep: Class 13 contains 46183 members 
Mstep: Class 14 contains 45836 members 
Mstep: Class 15 contains 26380 members 
Mstep: Class 16 contains 45727 members 
Mstep: Class 17 contains 47295 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1690 members 
Mstep: Class 21 contains 41910 members 
Mstep: Class 22 contains 5884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111208400.000000 Penalty: 72750.632812
Iteration 131Q: 23 clusters Score -1.112084e+08 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 44159 members 
Mstep: Class 3 contains 15847 members 
Mstep: Class 4 contains 46800 members 
Mstep: Class 5 contains 46372 members 
Mstep: Class 6 contains 50069 members 
Mstep: Class 7 contains 584 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 51010 members 
Mstep: Class 11 contains 47378 members 
Mstep: Class 12 contains 49380 members 
Mstep: Class 13 contains 46274 members 
Mstep: Class 14 contains 45797 members 
Mstep: Class 15 contains 26356 members 
Mstep: Class 16 contains 45724 members 
Mstep: Class 17 contains 47264 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1691 members 
Mstep: Class 21 contains 41892 members 
Mstep: Class 22 contains 5873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111208592.000000 Penalty: 72750.632812
Iteration 132Q: 23 clusters Score -1.112086e+08 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 44113 members 
Mstep: Class 3 contains 15992 members 
Mstep: Class 4 contains 46860 members 
Mstep: Class 5 contains 46338 members 
Mstep: Class 6 contains 49972 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 50992 members 
Mstep: Class 11 contains 47365 members 
Mstep: Class 12 contains 49364 members 
Mstep: Class 13 contains 46358 members 
Mstep: Class 14 contains 45804 members 
Mstep: Class 15 contains 26333 members 
Mstep: Class 16 contains 45763 members 
Mstep: Class 17 contains 47222 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1692 members 
Mstep: Class 21 contains 41866 members 
Mstep: Class 22 contains 5852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111208208.000000 Penalty: 72750.632812
Iteration 133Q: 23 clusters Score -1.112082e+08 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 44075 members 
Mstep: Class 3 contains 16138 members 
Mstep: Class 4 contains 46857 members 
Mstep: Class 5 contains 46339 members 
Mstep: Class 6 contains 49870 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 50975 members 
Mstep: Class 11 contains 47370 members 
Mstep: Class 12 contains 49332 members 
Mstep: Class 13 contains 46490 members 
Mstep: Class 14 contains 45806 members 
Mstep: Class 15 contains 26308 members 
Mstep: Class 16 contains 45756 members 
Mstep: Class 17 contains 47195 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1692 members 
Mstep: Class 21 contains 41837 members 
Mstep: Class 22 contains 5847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111207808.000000 Penalty: 72750.632812
Iteration 134Q: 23 clusters Score -1.112078e+08 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 44033 members 
Mstep: Class 3 contains 16278 members 
Mstep: Class 4 contains 46836 members 
Mstep: Class 5 contains 46432 members 
Mstep: Class 6 contains 49802 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 50983 members 
Mstep: Class 11 contains 47370 members 
Mstep: Class 12 contains 49329 members 
Mstep: Class 13 contains 46510 members 
Mstep: Class 14 contains 45798 members 
Mstep: Class 15 contains 26291 members 
Mstep: Class 16 contains 45718 members 
Mstep: Class 17 contains 47186 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1691 members 
Mstep: Class 21 contains 41796 members 
Mstep: Class 22 contains 5834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111208112.000000 Penalty: 72750.632812
Iteration 135Q: 23 clusters Score -1.112081e+08 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 43962 members 
Mstep: Class 3 contains 16412 members 
Mstep: Class 4 contains 46856 members 
Mstep: Class 5 contains 46521 members 
Mstep: Class 6 contains 49714 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 51033 members 
Mstep: Class 11 contains 47372 members 
Mstep: Class 12 contains 49293 members 
Mstep: Class 13 contains 46502 members 
Mstep: Class 14 contains 45780 members 
Mstep: Class 15 contains 26264 members 
Mstep: Class 16 contains 45677 members 
Mstep: Class 17 contains 47216 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1691 members 
Mstep: Class 21 contains 41772 members 
Mstep: Class 22 contains 5822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111208208.000000 Penalty: 72750.632812
Iteration 136Q: 23 clusters Score -1.112082e+08 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 43948 members 
Mstep: Class 3 contains 16551 members 
Mstep: Class 4 contains 46854 members 
Mstep: Class 5 contains 46553 members 
Mstep: Class 6 contains 49609 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 51051 members 
Mstep: Class 11 contains 47371 members 
Mstep: Class 12 contains 49332 members 
Mstep: Class 13 contains 46523 members 
Mstep: Class 14 contains 45763 members 
Mstep: Class 15 contains 26248 members 
Mstep: Class 16 contains 45659 members 
Mstep: Class 17 contains 47200 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1690 members 
Mstep: Class 21 contains 41728 members 
Mstep: Class 22 contains 5807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111208424.000000 Penalty: 72750.632812
Iteration 137Q: 23 clusters Score -1.112084e+08 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 43903 members 
Mstep: Class 3 contains 16693 members 
Mstep: Class 4 contains 46883 members 
Mstep: Class 5 contains 46556 members 
Mstep: Class 6 contains 49529 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 51034 members 
Mstep: Class 11 contains 47395 members 
Mstep: Class 12 contains 49356 members 
Mstep: Class 13 contains 46543 members 
Mstep: Class 14 contains 45747 members 
Mstep: Class 15 contains 26230 members 
Mstep: Class 16 contains 45613 members 
Mstep: Class 17 contains 47226 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1690 members 
Mstep: Class 21 contains 41684 members 
Mstep: Class 22 contains 5805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111208624.000000 Penalty: 72750.632812
Iteration 138Q: 23 clusters Score -1.112086e+08 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 43903 members 
Mstep: Class 3 contains 16826 members 
Mstep: Class 4 contains 46901 members 
Mstep: Class 5 contains 46536 members 
Mstep: Class 6 contains 49441 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 50993 members 
Mstep: Class 11 contains 47419 members 
Mstep: Class 12 contains 49354 members 
Mstep: Class 13 contains 46590 members 
Mstep: Class 14 contains 45705 members 
Mstep: Class 15 contains 26210 members 
Mstep: Class 16 contains 45653 members 
Mstep: Class 17 contains 47215 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1689 members 
Mstep: Class 21 contains 41650 members 
Mstep: Class 22 contains 5803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111208688.000000 Penalty: 72750.632812
Iteration 139Q: 23 clusters Score -1.112087e+08 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 43885 members 
Mstep: Class 3 contains 16939 members 
Mstep: Class 4 contains 46902 members 
Mstep: Class 5 contains 46510 members 
Mstep: Class 6 contains 49395 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 50954 members 
Mstep: Class 11 contains 47427 members 
Mstep: Class 12 contains 49351 members 
Mstep: Class 13 contains 46681 members 
Mstep: Class 14 contains 45662 members 
Mstep: Class 15 contains 26196 members 
Mstep: Class 16 contains 45674 members 
Mstep: Class 17 contains 47197 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1688 members 
Mstep: Class 21 contains 41634 members 
Mstep: Class 22 contains 5800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111208840.000000 Penalty: 72750.632812
Iteration 140F: 23 clusters Score -1.112088e+08 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 43891 members 
Mstep: Class 3 contains 17036 members 
Mstep: Class 4 contains 46893 members 
Mstep: Class 5 contains 46471 members 
Mstep: Class 6 contains 49294 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 50939 members 
Mstep: Class 11 contains 47432 members 
Mstep: Class 12 contains 49354 members 
Mstep: Class 13 contains 46754 members 
Mstep: Class 14 contains 45629 members 
Mstep: Class 15 contains 26183 members 
Mstep: Class 16 contains 45710 members 
Mstep: Class 17 contains 47221 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1688 members 
Mstep: Class 21 contains 41631 members 
Mstep: Class 22 contains 5772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111208896.000000 Penalty: 72750.632812
Iteration 141Q: 23 clusters Score -1.112089e+08 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 43868 members 
Mstep: Class 3 contains 17151 members 
Mstep: Class 4 contains 46848 members 
Mstep: Class 5 contains 46465 members 
Mstep: Class 6 contains 49178 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 50896 members 
Mstep: Class 11 contains 47415 members 
Mstep: Class 12 contains 49356 members 
Mstep: Class 13 contains 46876 members 
Mstep: Class 14 contains 45615 members 
Mstep: Class 15 contains 26168 members 
Mstep: Class 16 contains 45720 members 
Mstep: Class 17 contains 47265 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1688 members 
Mstep: Class 21 contains 41629 members 
Mstep: Class 22 contains 5760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111209200.000000 Penalty: 72750.632812
Iteration 142Q: 23 clusters Score -1.112092e+08 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 43850 members 
Mstep: Class 3 contains 17272 members 
Mstep: Class 4 contains 46843 members 
Mstep: Class 5 contains 46454 members 
Mstep: Class 6 contains 49048 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 50855 members 
Mstep: Class 11 contains 47399 members 
Mstep: Class 12 contains 49346 members 
Mstep: Class 13 contains 46985 members 
Mstep: Class 14 contains 45587 members 
Mstep: Class 15 contains 26149 members 
Mstep: Class 16 contains 45730 members 
Mstep: Class 17 contains 47293 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1689 members 
Mstep: Class 21 contains 41646 members 
Mstep: Class 22 contains 5754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111209456.000000 Penalty: 72750.632812
Iteration 143Q: 23 clusters Score -1.112095e+08 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 43851 members 
Mstep: Class 3 contains 17384 members 
Mstep: Class 4 contains 46834 members 
Mstep: Class 5 contains 46406 members 
Mstep: Class 6 contains 48908 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 50832 members 
Mstep: Class 11 contains 47389 members 
Mstep: Class 12 contains 49335 members 
Mstep: Class 13 contains 47115 members 
Mstep: Class 14 contains 45573 members 
Mstep: Class 15 contains 26136 members 
Mstep: Class 16 contains 45757 members 
Mstep: Class 17 contains 47304 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1689 members 
Mstep: Class 21 contains 41648 members 
Mstep: Class 22 contains 5740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111209632.000000 Penalty: 72750.632812
Iteration 144Q: 23 clusters Score -1.112096e+08 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 43887 members 
Mstep: Class 3 contains 17497 members 
Mstep: Class 4 contains 46847 members 
Mstep: Class 5 contains 46372 members 
Mstep: Class 6 contains 48839 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 50820 members 
Mstep: Class 11 contains 47397 members 
Mstep: Class 12 contains 49298 members 
Mstep: Class 13 contains 47146 members 
Mstep: Class 14 contains 45585 members 
Mstep: Class 15 contains 26115 members 
Mstep: Class 16 contains 45772 members 
Mstep: Class 17 contains 47287 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1689 members 
Mstep: Class 21 contains 41633 members 
Mstep: Class 22 contains 5716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111209896.000000 Penalty: 72750.632812
Iteration 145Q: 23 clusters Score -1.112099e+08 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 43924 members 
Mstep: Class 3 contains 17607 members 
Mstep: Class 4 contains 46818 members 
Mstep: Class 5 contains 46315 members 
Mstep: Class 6 contains 48790 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 50803 members 
Mstep: Class 11 contains 47397 members 
Mstep: Class 12 contains 49309 members 
Mstep: Class 13 contains 47190 members 
Mstep: Class 14 contains 45595 members 
Mstep: Class 15 contains 26090 members 
Mstep: Class 16 contains 45793 members 
Mstep: Class 17 contains 47287 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1689 members 
Mstep: Class 21 contains 41607 members 
Mstep: Class 22 contains 5686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111209976.000000 Penalty: 72750.632812
Iteration 146Q: 23 clusters Score -1.1121e+08 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 43944 members 
Mstep: Class 3 contains 17719 members 
Mstep: Class 4 contains 46784 members 
Mstep: Class 5 contains 46262 members 
Mstep: Class 6 contains 48760 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 50786 members 
Mstep: Class 11 contains 47390 members 
Mstep: Class 12 contains 49323 members 
Mstep: Class 13 contains 47273 members 
Mstep: Class 14 contains 45604 members 
Mstep: Class 15 contains 26067 members 
Mstep: Class 16 contains 45803 members 
Mstep: Class 17 contains 47256 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1688 members 
Mstep: Class 21 contains 41579 members 
Mstep: Class 22 contains 5662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111209848.000000 Penalty: 72750.632812
Iteration 147Q: 23 clusters Score -1.112098e+08 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 43970 members 
Mstep: Class 3 contains 17823 members 
Mstep: Class 4 contains 46758 members 
Mstep: Class 5 contains 46233 members 
Mstep: Class 6 contains 48741 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 50776 members 
Mstep: Class 11 contains 47378 members 
Mstep: Class 12 contains 49295 members 
Mstep: Class 13 contains 47344 members 
Mstep: Class 14 contains 45577 members 
Mstep: Class 15 contains 26052 members 
Mstep: Class 16 contains 45809 members 
Mstep: Class 17 contains 47266 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1688 members 
Mstep: Class 21 contains 41555 members 
Mstep: Class 22 contains 5635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111209920.000000 Penalty: 72750.632812
Iteration 148Q: 23 clusters Score -1.112099e+08 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 44001 members 
Mstep: Class 3 contains 17915 members 
Mstep: Class 4 contains 46713 members 
Mstep: Class 5 contains 46210 members 
Mstep: Class 6 contains 48688 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1257 members 
Mstep: Class 10 contains 50757 members 
Mstep: Class 11 contains 47377 members 
Mstep: Class 12 contains 49296 members 
Mstep: Class 13 contains 47409 members 
Mstep: Class 14 contains 45544 members 
Mstep: Class 15 contains 26033 members 
Mstep: Class 16 contains 45812 members 
Mstep: Class 17 contains 47309 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1688 members 
Mstep: Class 21 contains 41541 members 
Mstep: Class 22 contains 5608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111210032.000000 Penalty: 72750.632812
Iteration 149Q: 23 clusters Score -1.1121e+08 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 44048 members 
Mstep: Class 3 contains 18007 members 
Mstep: Class 4 contains 46674 members 
Mstep: Class 5 contains 46130 members 
Mstep: Class 6 contains 48640 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50769 members 
Mstep: Class 11 contains 47368 members 
Mstep: Class 12 contains 49279 members 
Mstep: Class 13 contains 47507 members 
Mstep: Class 14 contains 45527 members 
Mstep: Class 15 contains 26001 members 
Mstep: Class 16 contains 45842 members 
Mstep: Class 17 contains 47323 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1688 members 
Mstep: Class 21 contains 41514 members 
Mstep: Class 22 contains 5584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111210464.000000 Penalty: 72750.632812
Iteration 150Q: 23 clusters Score -1.112105e+08 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 44096 members 
Mstep: Class 3 contains 18129 members 
Mstep: Class 4 contains 46638 members 
Mstep: Class 5 contains 46030 members 
Mstep: Class 6 contains 48612 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50749 members 
Mstep: Class 11 contains 47325 members 
Mstep: Class 12 contains 49271 members 
Mstep: Class 13 contains 47580 members 
Mstep: Class 14 contains 45539 members 
Mstep: Class 15 contains 25970 members 
Mstep: Class 16 contains 45861 members 
Mstep: Class 17 contains 47331 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1688 members 
Mstep: Class 21 contains 41520 members 
Mstep: Class 22 contains 5563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111210888.000000 Penalty: 72750.632812
Iteration 151Q: 23 clusters Score -1.112109e+08 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 44117 members 
Mstep: Class 3 contains 18258 members 
Mstep: Class 4 contains 46647 members 
Mstep: Class 5 contains 45954 members 
Mstep: Class 6 contains 48600 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50733 members 
Mstep: Class 11 contains 47289 members 
Mstep: Class 12 contains 49281 members 
Mstep: Class 13 contains 47658 members 
Mstep: Class 14 contains 45514 members 
Mstep: Class 15 contains 25946 members 
Mstep: Class 16 contains 45866 members 
Mstep: Class 17 contains 47318 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1688 members 
Mstep: Class 21 contains 41496 members 
Mstep: Class 22 contains 5538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111210992.000000 Penalty: 72750.632812
Iteration 152Q: 23 clusters Score -1.11211e+08 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 44126 members 
Mstep: Class 3 contains 18377 members 
Mstep: Class 4 contains 46657 members 
Mstep: Class 5 contains 45887 members 
Mstep: Class 6 contains 48640 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50712 members 
Mstep: Class 11 contains 47291 members 
Mstep: Class 12 contains 49288 members 
Mstep: Class 13 contains 47695 members 
Mstep: Class 14 contains 45489 members 
Mstep: Class 15 contains 25910 members 
Mstep: Class 16 contains 45863 members 
Mstep: Class 17 contains 47317 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1688 members 
Mstep: Class 21 contains 41451 members 
Mstep: Class 22 contains 5513 members 
Entering Unmasked Estep 
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Score: -111211176.000000 Penalty: 72750.632812
Iteration 153Q: 23 clusters Score -1.112112e+08 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 44145 members 
Mstep: Class 3 contains 18488 members 
Mstep: Class 4 contains 46635 members 
Mstep: Class 5 contains 45798 members 
Mstep: Class 6 contains 48682 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50718 members 
Mstep: Class 11 contains 47252 members 
Mstep: Class 12 contains 49289 members 
Mstep: Class 13 contains 47734 members 
Mstep: Class 14 contains 45467 members 
Mstep: Class 15 contains 25880 members 
Mstep: Class 16 contains 45884 members 
Mstep: Class 17 contains 47344 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1686 members 
Mstep: Class 21 contains 41413 members 
Mstep: Class 22 contains 5490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111211288.000000 Penalty: 72750.632812
Iteration 154Q: 23 clusters Score -1.112113e+08 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 44171 members 
Mstep: Class 3 contains 18604 members 
Mstep: Class 4 contains 46631 members 
Mstep: Class 5 contains 45736 members 
Mstep: Class 6 contains 48689 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50699 members 
Mstep: Class 11 contains 47228 members 
Mstep: Class 12 contains 49260 members 
Mstep: Class 13 contains 47755 members 
Mstep: Class 14 contains 45479 members 
Mstep: Class 15 contains 25856 members 
Mstep: Class 16 contains 45854 members 
Mstep: Class 17 contains 47401 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1685 members 
Mstep: Class 21 contains 41394 members 
Mstep: Class 22 contains 5464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111211288.000000 Penalty: 72750.632812
Iteration 155Q: 23 clusters Score -1.112113e+08 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 44161 members 
Mstep: Class 3 contains 18730 members 
Mstep: Class 4 contains 46663 members 
Mstep: Class 5 contains 45666 members 
Mstep: Class 6 contains 48697 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50710 members 
Mstep: Class 11 contains 47188 members 
Mstep: Class 12 contains 49195 members 
Mstep: Class 13 contains 47765 members 
Mstep: Class 14 contains 45488 members 
Mstep: Class 15 contains 25832 members 
Mstep: Class 16 contains 45844 members 
Mstep: Class 17 contains 47467 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1686 members 
Mstep: Class 21 contains 41381 members 
Mstep: Class 22 contains 5434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111211328.000000 Penalty: 72750.632812
Iteration 156Q: 23 clusters Score -1.112113e+08 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 44157 members 
Mstep: Class 3 contains 18863 members 
Mstep: Class 4 contains 46623 members 
Mstep: Class 5 contains 45642 members 
Mstep: Class 6 contains 48687 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50722 members 
Mstep: Class 11 contains 47169 members 
Mstep: Class 12 contains 49164 members 
Mstep: Class 13 contains 47771 members 
Mstep: Class 14 contains 45499 members 
Mstep: Class 15 contains 25811 members 
Mstep: Class 16 contains 45814 members 
Mstep: Class 17 contains 47539 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1687 members 
Mstep: Class 21 contains 41348 members 
Mstep: Class 22 contains 5414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111211528.000000 Penalty: 72750.632812
Iteration 157Q: 23 clusters Score -1.112115e+08 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 44167 members 
Mstep: Class 3 contains 18994 members 
Mstep: Class 4 contains 46534 members 
Mstep: Class 5 contains 45661 members 
Mstep: Class 6 contains 48672 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50741 members 
Mstep: Class 11 contains 47132 members 
Mstep: Class 12 contains 49143 members 
Mstep: Class 13 contains 47794 members 
Mstep: Class 14 contains 45497 members 
Mstep: Class 15 contains 25807 members 
Mstep: Class 16 contains 45801 members 
Mstep: Class 17 contains 47570 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1687 members 
Mstep: Class 21 contains 41311 members 
Mstep: Class 22 contains 5403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111211680.000000 Penalty: 72750.632812
Iteration 158Q: 23 clusters Score -1.112117e+08 nChanged 2114
Entering ConstructFrom: 
Score: -111211680.000000 Penalty: 72750.632812
Entering ConstructFrom: 
Trying to split cluster 1 (2547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Entering Unmasked Estep 
Score: -431196.500000 Penalty: 1944.982544
	Iteration 0F: 2 clusters Score -431196.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -428273.468750 Penalty: 3889.965088
	Iteration 0F: 3 clusters Score -428273.5 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -429034.937500 Penalty: 3889.965088
	Iteration 1F: 3 clusters Score -429034.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -429326.687500 Penalty: 3889.965088
	Iteration 2F: 3 clusters Score -429326.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -429573.937500 Penalty: 3889.965088
	Iteration 3F: 3 clusters Score -429573.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -429712.625000 Penalty: 3889.965088
	Iteration 4Q: 3 clusters Score -429712.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -429791.093750 Penalty: 3889.965088
	Iteration 5Q: 3 clusters Score -429791.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -429825.937500 Penalty: 3889.965088
	Iteration 6Q: 3 clusters Score -429825.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -429845.812500 Penalty: 3889.965088
	Iteration 7Q: 3 clusters Score -429845.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -429867.062500 Penalty: 3889.965088
	Iteration 8Q: 3 clusters Score -429867.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -429890.031250 Penalty: 3889.965088
	Iteration 9Q: 3 clusters Score -429890 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -429903.406250 Penalty: 3889.965088
	Iteration 10Q: 3 clusters Score -429903.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -429918.500000 Penalty: 3889.965088
	Iteration 11Q: 3 clusters Score -429918.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -429925.000000 Penalty: 3889.965088
	Iteration 12Q: 3 clusters Score -429925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -429925.812500 Penalty: 3889.965088
	Iteration 13Q: 3 clusters Score -429925.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -429926.750000 Penalty: 3889.965088
	Iteration 14Q: 3 clusters Score -429926.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -429928.500000 Penalty: 3889.965088
	Iteration 15Q: 3 clusters Score -429928.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -429929.218750 Penalty: 3889.965088
	Iteration 16Q: 3 clusters Score -429929.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -429931.312500 Penalty: 3889.965088
	Iteration 17Q: 3 clusters Score -429931.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -429933.062500 Penalty: 3889.965088
	Iteration 18Q: 3 clusters Score -429933.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -429933.250000 Penalty: 3889.965088
	Iteration 19Q: 3 clusters Score -429933.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -429933.250000 Penalty: 3889.965088
	Iteration 20F: 3 clusters Score -429933.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (44168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44168 members 
Entering Unmasked Estep 
Score: -8046560.500000 Penalty: 2652.547363
	Iteration 0F: 2 clusters Score -8046560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -8017502.000000 Penalty: 5305.094727
	Iteration 0F: 3 clusters Score -8017502 nChanged 20319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -8028758.000000 Penalty: 5305.094727
	Iteration 1F: 3 clusters Score -8028758 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -8029514.500000 Penalty: 5305.094727
	Iteration 2Q: 3 clusters Score -8029514 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -8030333.500000 Penalty: 5305.094727
	Iteration 3Q: 3 clusters Score -8030334 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -8031302.500000 Penalty: 5305.094727
	Iteration 4Q: 3 clusters Score -8031302 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -8032434.000000 Penalty: 5305.094727
	Iteration 5Q: 3 clusters Score -8032434 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -8033841.000000 Penalty: 5305.094727
	Iteration 6F: 3 clusters Score -8033841 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -8035337.000000 Penalty: 5305.094727
	Iteration 7F: 3 clusters Score -8035337 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -8036939.500000 Penalty: 5305.094727
	Iteration 8F: 3 clusters Score -8036940 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -8038603.000000 Penalty: 5305.094727
	Iteration 9F: 3 clusters Score -8038603 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -8039971.500000 Penalty: 5305.094727
	Iteration 10F: 3 clusters Score -8039972 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -8040756.500000 Penalty: 5305.094727
	Iteration 11Q: 3 clusters Score -8040756 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24143 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -8041216.000000 Penalty: 5305.094727
	Iteration 12Q: 3 clusters Score -8041216 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -8041520.000000 Penalty: 5305.094727
	Iteration 13Q: 3 clusters Score -8041520 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -8041757.000000 Penalty: 5305.094727
	Iteration 14Q: 3 clusters Score -8041757 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -8042002.500000 Penalty: 5305.094727
	Iteration 15Q: 3 clusters Score -8042002 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -8042182.000000 Penalty: 5305.094727
	Iteration 16Q: 3 clusters Score -8042182 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -8042313.000000 Penalty: 5305.094727
	Iteration 17Q: 3 clusters Score -8042313 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -8042432.500000 Penalty: 5305.094727
	Iteration 18Q: 3 clusters Score -8042432 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -8042543.000000 Penalty: 5305.094727
	Iteration 19Q: 3 clusters Score -8042543 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -8042664.000000 Penalty: 5305.094727
	Iteration 20F: 3 clusters Score -8042664 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29292 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -8042767.500000 Penalty: 5305.094727
	Iteration 21Q: 3 clusters Score -8042768 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29714 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -8042855.000000 Penalty: 5305.094727
	Iteration 22Q: 3 clusters Score -8042855 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -8042949.000000 Penalty: 5305.094727
	Iteration 23Q: 3 clusters Score -8042949 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -8043028.000000 Penalty: 5305.094727
	Iteration 24Q: 3 clusters Score -8043028 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -8043083.000000 Penalty: 5305.094727
	Iteration 25Q: 3 clusters Score -8043083 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31100 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -8043177.000000 Penalty: 5305.094727
	Iteration 26Q: 3 clusters Score -8043177 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -8043242.000000 Penalty: 5305.094727
	Iteration 27Q: 3 clusters Score -8043242 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -8043296.000000 Penalty: 5305.094727
	Iteration 28Q: 3 clusters Score -8043296 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -8043378.500000 Penalty: 5305.094727
	Iteration 29Q: 3 clusters Score -8043378 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -8043481.000000 Penalty: 5305.094727
	Iteration 30Q: 3 clusters Score -8043481 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -8043586.000000 Penalty: 5305.094727
	Iteration 31Q: 3 clusters Score -8043586 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -8043632.500000 Penalty: 5305.094727
	Iteration 32Q: 3 clusters Score -8043632 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -8043701.000000 Penalty: 5305.094727
	Iteration 33Q: 3 clusters Score -8043701 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33915 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -8043753.500000 Penalty: 5305.094727
	Iteration 34Q: 3 clusters Score -8043754 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -8043824.000000 Penalty: 5305.094727
	Iteration 35Q: 3 clusters Score -8043824 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -8043891.500000 Penalty: 5305.094727
	Iteration 36Q: 3 clusters Score -8043892 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -8043937.000000 Penalty: 5305.094727
	Iteration 37Q: 3 clusters Score -8043937 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -8043971.500000 Penalty: 5305.094727
	Iteration 38Q: 3 clusters Score -8043972 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -8044012.500000 Penalty: 5305.094727
	Iteration 39Q: 3 clusters Score -8044012 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -8044104.500000 Penalty: 5305.094727
	Iteration 40F: 3 clusters Score -8044104 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -8044180.000000 Penalty: 5305.094727
	Iteration 41Q: 3 clusters Score -8044180 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36239 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -8044251.500000 Penalty: 5305.094727
	Iteration 42Q: 3 clusters Score -8044252 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36596 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -8044305.500000 Penalty: 5305.094727
	Iteration 43Q: 3 clusters Score -8044306 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -8044366.500000 Penalty: 5305.094727
	Iteration 44Q: 3 clusters Score -8044366 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -8044438.000000 Penalty: 5305.094727
	Iteration 45Q: 3 clusters Score -8044438 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37689 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -8044455.000000 Penalty: 5305.094727
	Iteration 46Q: 3 clusters Score -8044455 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38066 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -8044518.000000 Penalty: 5305.094727
	Iteration 47Q: 3 clusters Score -8044518 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -8044562.500000 Penalty: 5305.094727
	Iteration 48Q: 3 clusters Score -8044562 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38766 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -8044623.000000 Penalty: 5305.094727
	Iteration 49Q: 3 clusters Score -8044623 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -8044651.000000 Penalty: 5305.094727
	Iteration 50Q: 3 clusters Score -8044651 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -8044707.000000 Penalty: 5305.094727
	Iteration 51Q: 3 clusters Score -8044707 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -8044758.000000 Penalty: 5305.094727
	Iteration 52Q: 3 clusters Score -8044758 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -8044772.500000 Penalty: 5305.094727
	Iteration 53Q: 3 clusters Score -8044772 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -8044820.500000 Penalty: 5305.094727
	Iteration 54Q: 3 clusters Score -8044820 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -8044844.000000 Penalty: 5305.094727
	Iteration 55Q: 3 clusters Score -8044844 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -8044863.500000 Penalty: 5305.094727
	Iteration 56Q: 3 clusters Score -8044864 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40897 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -8044827.500000 Penalty: 5305.094727
	Iteration 57Q: 3 clusters Score -8044828 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -8044851.500000 Penalty: 5305.094727
	Iteration 58Q: 3 clusters Score -8044852 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -8044891.000000 Penalty: 5305.094727
	Iteration 59Q: 3 clusters Score -8044891 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41478 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -8044905.000000 Penalty: 5305.094727
	Iteration 60F: 3 clusters Score -8044905 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -8044908.000000 Penalty: 5305.094727
	Iteration 61Q: 3 clusters Score -8044908 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -8044916.500000 Penalty: 5305.094727
	Iteration 62Q: 3 clusters Score -8044916 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -8044929.500000 Penalty: 5305.094727
	Iteration 63Q: 3 clusters Score -8044930 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42018 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -8044912.500000 Penalty: 5305.094727
	Iteration 64Q: 3 clusters Score -8044912 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -8044908.500000 Penalty: 5305.094727
	Iteration 65Q: 3 clusters Score -8044908 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -8044884.500000 Penalty: 5305.094727
	Iteration 66Q: 3 clusters Score -8044884 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -8044868.000000 Penalty: 5305.094727
	Iteration 67Q: 3 clusters Score -8044868 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42365 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -8044874.500000 Penalty: 5305.094727
	Iteration 68Q: 3 clusters Score -8044874 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42427 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -8044869.500000 Penalty: 5305.094727
	Iteration 69Q: 3 clusters Score -8044870 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -8044885.500000 Penalty: 5305.094727
	Iteration 70Q: 3 clusters Score -8044886 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42517 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -8044864.000000 Penalty: 5305.094727
	Iteration 71Q: 3 clusters Score -8044864 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42551 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -8044860.000000 Penalty: 5305.094727
	Iteration 72Q: 3 clusters Score -8044860 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -8044856.000000 Penalty: 5305.094727
	Iteration 73Q: 3 clusters Score -8044856 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -8044846.000000 Penalty: 5305.094727
	Iteration 74Q: 3 clusters Score -8044846 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42660 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -8044842.500000 Penalty: 5305.094727
	Iteration 75Q: 3 clusters Score -8044842 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -8044827.000000 Penalty: 5305.094727
	Iteration 76Q: 3 clusters Score -8044827 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42721 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -8044836.500000 Penalty: 5305.094727
	Iteration 77Q: 3 clusters Score -8044836 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42753 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -8044852.500000 Penalty: 5305.094727
	Iteration 78Q: 3 clusters Score -8044852 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -8044853.500000 Penalty: 5305.094727
	Iteration 79Q: 3 clusters Score -8044854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -8044850.500000 Penalty: 5305.094727
	Iteration 80F: 3 clusters Score -8044850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42829 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -8044859.500000 Penalty: 5305.094727
	Iteration 81Q: 3 clusters Score -8044860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -8044845.000000 Penalty: 5305.094727
	Iteration 82Q: 3 clusters Score -8044845 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42867 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -8044850.500000 Penalty: 5305.094727
	Iteration 83Q: 3 clusters Score -8044850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42883 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -8044847.000000 Penalty: 5305.094727
	Iteration 84Q: 3 clusters Score -8044847 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -8044842.500000 Penalty: 5305.094727
	Iteration 85Q: 3 clusters Score -8044842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -8044832.000000 Penalty: 5305.094727
	Iteration 86Q: 3 clusters Score -8044832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -8044829.500000 Penalty: 5305.094727
	Iteration 87Q: 3 clusters Score -8044830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42950 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -8044830.000000 Penalty: 5305.094727
	Iteration 88Q: 3 clusters Score -8044830 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -8044826.000000 Penalty: 5305.094727
	Iteration 89Q: 3 clusters Score -8044826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42982 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -8044830.000000 Penalty: 5305.094727
	Iteration 90Q: 3 clusters Score -8044830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -8044823.500000 Penalty: 5305.094727
	Iteration 91Q: 3 clusters Score -8044824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -8044825.000000 Penalty: 5305.094727
	Iteration 92Q: 3 clusters Score -8044825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43017 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -8044835.000000 Penalty: 5305.094727
	Iteration 93Q: 3 clusters Score -8044835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -8044830.000000 Penalty: 5305.094727
	Iteration 94Q: 3 clusters Score -8044830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -8044827.000000 Penalty: 5305.094727
	Iteration 95Q: 3 clusters Score -8044827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -8044828.000000 Penalty: 5305.094727
	Iteration 96Q: 3 clusters Score -8044828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -8044828.500000 Penalty: 5305.094727
	Iteration 97Q: 3 clusters Score -8044828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -8044832.000000 Penalty: 5305.094727
	Iteration 98Q: 3 clusters Score -8044832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -8044824.500000 Penalty: 5305.094727
	Iteration 99Q: 3 clusters Score -8044824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43089 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -8044820.500000 Penalty: 5305.094727
	Iteration 100F: 3 clusters Score -8044820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43094 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -8044813.500000 Penalty: 5305.094727
	Iteration 101Q: 3 clusters Score -8044814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -8044812.000000 Penalty: 5305.094727
	Iteration 102Q: 3 clusters Score -8044812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43102 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -8044816.500000 Penalty: 5305.094727
	Iteration 103Q: 3 clusters Score -8044816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -8044812.000000 Penalty: 5305.094727
	Iteration 104Q: 3 clusters Score -8044812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -8044815.000000 Penalty: 5305.094727
	Iteration 105Q: 3 clusters Score -8044815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43109 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -8044811.000000 Penalty: 5305.094727
	Iteration 106Q: 3 clusters Score -8044811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43109 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -8044811.000000 Penalty: 5305.094727
	Iteration 107F: 3 clusters Score -8044811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Entering Unmasked Estep 
Score: -3488405.500000 Penalty: 2445.100098
	Iteration 0F: 2 clusters Score -3488406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -3474868.750000 Penalty: 4890.200195
	Iteration 0F: 3 clusters Score -3474869 nChanged 8410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -3479532.000000 Penalty: 4890.200195
	Iteration 1F: 3 clusters Score -3479532 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -3479954.500000 Penalty: 4890.200195
	Iteration 2F: 3 clusters Score -3479954 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -3480398.000000 Penalty: 4890.200195
	Iteration 3Q: 3 clusters Score -3480398 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -3480971.000000 Penalty: 4890.200195
	Iteration 4Q: 3 clusters Score -3480971 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -3481684.750000 Penalty: 4890.200195
	Iteration 5Q: 3 clusters Score -3481685 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -3482363.750000 Penalty: 4890.200195
	Iteration 6Q: 3 clusters Score -3482364 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -3482976.250000 Penalty: 4890.200195
	Iteration 7Q: 3 clusters Score -3482976 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -3483597.750000 Penalty: 4890.200195
	Iteration 8Q: 3 clusters Score -3483598 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -3484140.750000 Penalty: 4890.200195
	Iteration 9Q: 3 clusters Score -3484141 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -3484593.750000 Penalty: 4890.200195
	Iteration 10Q: 3 clusters Score -3484594 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -3484970.000000 Penalty: 4890.200195
	Iteration 11Q: 3 clusters Score -3484970 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -3485254.750000 Penalty: 4890.200195
	Iteration 12Q: 3 clusters Score -3485255 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -3485532.500000 Penalty: 4890.200195
	Iteration 13Q: 3 clusters Score -3485532 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -3485768.000000 Penalty: 4890.200195
	Iteration 14Q: 3 clusters Score -3485768 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -3485971.000000 Penalty: 4890.200195
	Iteration 15Q: 3 clusters Score -3485971 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -3486102.500000 Penalty: 4890.200195
	Iteration 16Q: 3 clusters Score -3486102 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -3486209.750000 Penalty: 4890.200195
	Iteration 17Q: 3 clusters Score -3486210 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -3486319.500000 Penalty: 4890.200195
	Iteration 18Q: 3 clusters Score -3486320 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -3486409.000000 Penalty: 4890.200195
	Iteration 19Q: 3 clusters Score -3486409 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -3486486.250000 Penalty: 4890.200195
	Iteration 20F: 3 clusters Score -3486486 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -3486567.000000 Penalty: 4890.200195
	Iteration 21Q: 3 clusters Score -3486567 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -3486638.750000 Penalty: 4890.200195
	Iteration 22Q: 3 clusters Score -3486639 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -3486704.250000 Penalty: 4890.200195
	Iteration 23Q: 3 clusters Score -3486704 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -3486755.000000 Penalty: 4890.200195
	Iteration 24Q: 3 clusters Score -3486755 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -3486796.000000 Penalty: 4890.200195
	Iteration 25Q: 3 clusters Score -3486796 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -3486826.250000 Penalty: 4890.200195
	Iteration 26Q: 3 clusters Score -3486826 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -3486837.750000 Penalty: 4890.200195
	Iteration 27Q: 3 clusters Score -3486838 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -3486852.500000 Penalty: 4890.200195
	Iteration 28Q: 3 clusters Score -3486852 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -3486854.750000 Penalty: 4890.200195
	Iteration 29Q: 3 clusters Score -3486855 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -3486870.750000 Penalty: 4890.200195
	Iteration 30Q: 3 clusters Score -3486871 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -3486879.250000 Penalty: 4890.200195
	Iteration 31Q: 3 clusters Score -3486879 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -3486874.750000 Penalty: 4890.200195
	Iteration 32Q: 3 clusters Score -3486875 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -3486881.250000 Penalty: 4890.200195
	Iteration 33Q: 3 clusters Score -3486881 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -3486883.750000 Penalty: 4890.200195
	Iteration 34Q: 3 clusters Score -3486884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -3486893.500000 Penalty: 4890.200195
	Iteration 35Q: 3 clusters Score -3486894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -3486898.250000 Penalty: 4890.200195
	Iteration 36Q: 3 clusters Score -3486898 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -3486904.000000 Penalty: 4890.200195
	Iteration 37Q: 3 clusters Score -3486904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -3486906.500000 Penalty: 4890.200195
	Iteration 38Q: 3 clusters Score -3486906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 7877 members 
Entering Unmasked Estep 
Score: -3486914.000000 Penalty: 4890.200195
	Iteration 39Q: 3 clusters Score -3486914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -3486918.500000 Penalty: 4890.200195
	Iteration 40F: 3 clusters Score -3486918 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -3486920.250000 Penalty: 4890.200195
	Iteration 41Q: 3 clusters Score -3486920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -3486929.000000 Penalty: 4890.200195
	Iteration 42Q: 3 clusters Score -3486929 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -3486928.750000 Penalty: 4890.200195
	Iteration 43Q: 3 clusters Score -3486929 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -3486929.500000 Penalty: 4890.200195
	Iteration 44Q: 3 clusters Score -3486930 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -3486928.250000 Penalty: 4890.200195
	Iteration 45Q: 3 clusters Score -3486928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -3486931.000000 Penalty: 4890.200195
	Iteration 46Q: 3 clusters Score -3486931 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -3486935.000000 Penalty: 4890.200195
	Iteration 47Q: 3 clusters Score -3486935 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -3486938.250000 Penalty: 4890.200195
	Iteration 48Q: 3 clusters Score -3486938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -3486945.750000 Penalty: 4890.200195
	Iteration 49Q: 3 clusters Score -3486946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -3486948.500000 Penalty: 4890.200195
	Iteration 50Q: 3 clusters Score -3486948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -3486946.500000 Penalty: 4890.200195
	Iteration 51Q: 3 clusters Score -3486946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -3486951.500000 Penalty: 4890.200195
	Iteration 52Q: 3 clusters Score -3486952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -3486949.750000 Penalty: 4890.200195
	Iteration 53Q: 3 clusters Score -3486950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -3486957.750000 Penalty: 4890.200195
	Iteration 54Q: 3 clusters Score -3486958 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -3486956.500000 Penalty: 4890.200195
	Iteration 55Q: 3 clusters Score -3486956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -3486955.500000 Penalty: 4890.200195
	Iteration 56Q: 3 clusters Score -3486956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -3486956.500000 Penalty: 4890.200195
	Iteration 57Q: 3 clusters Score -3486956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -3486954.250000 Penalty: 4890.200195
	Iteration 58Q: 3 clusters Score -3486954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -3486953.500000 Penalty: 4890.200195
	Iteration 59Q: 3 clusters Score -3486954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -3486952.000000 Penalty: 4890.200195
	Iteration 60F: 3 clusters Score -3486952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -3486953.000000 Penalty: 4890.200195
	Iteration 61Q: 3 clusters Score -3486953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -3486957.750000 Penalty: 4890.200195
	Iteration 62Q: 3 clusters Score -3486958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -3486957.750000 Penalty: 4890.200195
	Iteration 63F: 3 clusters Score -3486958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46459 members 
Entering Unmasked Estep 
Score: -8599033.000000 Penalty: 2665.088623
	Iteration 0F: 2 clusters Score -8599033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -8569848.000000 Penalty: 5330.177246
	Iteration 0F: 3 clusters Score -8569848 nChanged 21481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -8581619.000000 Penalty: 5330.177246
	Iteration 1F: 3 clusters Score -8581619 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -8582169.000000 Penalty: 5330.177246
	Iteration 2Q: 3 clusters Score -8582169 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -8582722.000000 Penalty: 5330.177246
	Iteration 3Q: 3 clusters Score -8582722 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -8583408.000000 Penalty: 5330.177246
	Iteration 4Q: 3 clusters Score -8583408 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -8584399.000000 Penalty: 5330.177246
	Iteration 5Q: 3 clusters Score -8584399 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -8585910.000000 Penalty: 5330.177246
	Iteration 6F: 3 clusters Score -8585910 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -8587941.000000 Penalty: 5330.177246
	Iteration 7F: 3 clusters Score -8587941 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -8590492.000000 Penalty: 5330.177246
	Iteration 8F: 3 clusters Score -8590492 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -8593130.000000 Penalty: 5330.177246
	Iteration 9F: 3 clusters Score -8593130 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -8595210.000000 Penalty: 5330.177246
	Iteration 10F: 3 clusters Score -8595210 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44786 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -8596107.000000 Penalty: 5330.177246
	Iteration 11Q: 3 clusters Score -8596107 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45571 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -8596441.000000 Penalty: 5330.177246
	Iteration 12Q: 3 clusters Score -8596441 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45887 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8596585.000000 Penalty: 5330.177246
	Iteration 13Q: 3 clusters Score -8596585 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46009 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -8596645.000000 Penalty: 5330.177246
	Iteration 14Q: 3 clusters Score -8596645 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46065 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8596680.000000 Penalty: 5330.177246
	Iteration 15Q: 3 clusters Score -8596680 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46090 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8596708.000000 Penalty: 5330.177246
	Iteration 16Q: 3 clusters Score -8596708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8596725.000000 Penalty: 5330.177246
	Iteration 17Q: 3 clusters Score -8596725 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46120 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -8596722.000000 Penalty: 5330.177246
	Iteration 18Q: 3 clusters Score -8596722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46132 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8596749.000000 Penalty: 5330.177246
	Iteration 19Q: 3 clusters Score -8596749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46136 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8596761.000000 Penalty: 5330.177246
	Iteration 20F: 3 clusters Score -8596761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46139 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8596763.000000 Penalty: 5330.177246
	Iteration 21Q: 3 clusters Score -8596763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -8596770.000000 Penalty: 5330.177246
	Iteration 22Q: 3 clusters Score -8596770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -8596772.000000 Penalty: 5330.177246
	Iteration 23Q: 3 clusters Score -8596772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -8596774.000000 Penalty: 5330.177246
	Iteration 24Q: 3 clusters Score -8596774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46147 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8596773.000000 Penalty: 5330.177246
	Iteration 25Q: 3 clusters Score -8596773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46151 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8596781.000000 Penalty: 5330.177246
	Iteration 26Q: 3 clusters Score -8596781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8596787.000000 Penalty: 5330.177246
	Iteration 27Q: 3 clusters Score -8596787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8596788.000000 Penalty: 5330.177246
	Iteration 28Q: 3 clusters Score -8596788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8596790.000000 Penalty: 5330.177246
	Iteration 29Q: 3 clusters Score -8596790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46164 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8596794.000000 Penalty: 5330.177246
	Iteration 30Q: 3 clusters Score -8596794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46165 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8596790.000000 Penalty: 5330.177246
	Iteration 31Q: 3 clusters Score -8596790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46165 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8596790.000000 Penalty: 5330.177246
	Iteration 32F: 3 clusters Score -8596790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (45666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45666 members 
Entering Unmasked Estep 
Score: -8435119.000000 Penalty: 2660.819336
	Iteration 0F: 2 clusters Score -8435119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -8406634.000000 Penalty: 5321.638672
	Iteration 0F: 3 clusters Score -8406634 nChanged 20908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -8418022.000000 Penalty: 5321.638672
	Iteration 1F: 3 clusters Score -8418022 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -8418605.000000 Penalty: 5321.638672
	Iteration 2Q: 3 clusters Score -8418605 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -8419275.000000 Penalty: 5321.638672
	Iteration 3Q: 3 clusters Score -8419275 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -8420041.000000 Penalty: 5321.638672
	Iteration 4Q: 3 clusters Score -8420041 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -8421199.000000 Penalty: 5321.638672
	Iteration 5Q: 3 clusters Score -8421199 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 30823 members 
Entering Unmasked Estep 
Score: -8422752.000000 Penalty: 5321.638672
	Iteration 6F: 3 clusters Score -8422752 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -8424972.000000 Penalty: 5321.638672
	Iteration 7F: 3 clusters Score -8424972 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -8427591.000000 Penalty: 5321.638672
	Iteration 8F: 3 clusters Score -8427591 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 39507 members 
Entering Unmasked Estep 
Score: -8429869.000000 Penalty: 5321.638672
	Iteration 9F: 3 clusters Score -8429869 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -8431555.000000 Penalty: 5321.638672
	Iteration 10F: 3 clusters Score -8431555 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 43421 members 
Entering Unmasked Estep 
Score: -8432371.000000 Penalty: 5321.638672
	Iteration 11Q: 3 clusters Score -8432371 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -8432683.000000 Penalty: 5321.638672
	Iteration 12Q: 3 clusters Score -8432683 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 44896 members 
Entering Unmasked Estep 
Score: -8432794.000000 Penalty: 5321.638672
	Iteration 13Q: 3 clusters Score -8432794 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 45136 members 
Entering Unmasked Estep 
Score: -8432829.000000 Penalty: 5321.638672
	Iteration 14Q: 3 clusters Score -8432829 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 45243 members 
Entering Unmasked Estep 
Score: -8432848.000000 Penalty: 5321.638672
	Iteration 15Q: 3 clusters Score -8432848 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 45300 members 
Entering Unmasked Estep 
Score: -8432877.000000 Penalty: 5321.638672
	Iteration 16Q: 3 clusters Score -8432877 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
Score: -8432902.000000 Penalty: 5321.638672
	Iteration 17Q: 3 clusters Score -8432902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -8432916.000000 Penalty: 5321.638672
	Iteration 18Q: 3 clusters Score -8432916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 45353 members 
Entering Unmasked Estep 
Score: -8432916.000000 Penalty: 5321.638672
	Iteration 19Q: 3 clusters Score -8432916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 45358 members 
Entering Unmasked Estep 
Score: -8432923.000000 Penalty: 5321.638672
	Iteration 20F: 3 clusters Score -8432923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 45361 members 
Entering Unmasked Estep 
Score: -8432921.000000 Penalty: 5321.638672
	Iteration 21Q: 3 clusters Score -8432921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 45365 members 
Entering Unmasked Estep 
Score: -8432930.000000 Penalty: 5321.638672
	Iteration 22Q: 3 clusters Score -8432930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 45368 members 
Entering Unmasked Estep 
Score: -8432929.000000 Penalty: 5321.638672
	Iteration 23Q: 3 clusters Score -8432929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 45373 members 
Entering Unmasked Estep 
Score: -8432929.000000 Penalty: 5321.638672
	Iteration 24Q: 3 clusters Score -8432929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 45375 members 
Entering Unmasked Estep 
Score: -8432939.000000 Penalty: 5321.638672
	Iteration 25Q: 3 clusters Score -8432939 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -8432937.000000 Penalty: 5321.638672
	Iteration 26Q: 3 clusters Score -8432937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 45377 members 
Entering Unmasked Estep 
Score: -8432938.000000 Penalty: 5321.638672
	Iteration 27Q: 3 clusters Score -8432938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 45377 members 
Entering Unmasked Estep 
Score: -8432938.000000 Penalty: 5321.638672
	Iteration 28F: 3 clusters Score -8432938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48666 members 
Entering Unmasked Estep 
Score: -8971691.000000 Penalty: 2676.598633
	Iteration 0F: 2 clusters Score -8971691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -8941556.000000 Penalty: 5353.197266
	Iteration 0F: 3 clusters Score -8941556 nChanged 22267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -8953873.000000 Penalty: 5353.197266
	Iteration 1F: 3 clusters Score -8953873 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -8954463.000000 Penalty: 5353.197266
	Iteration 2Q: 3 clusters Score -8954463 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -8955094.000000 Penalty: 5353.197266
	Iteration 3Q: 3 clusters Score -8955094 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -8955763.000000 Penalty: 5353.197266
	Iteration 4Q: 3 clusters Score -8955763 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 29166 members 
Entering Unmasked Estep 
Score: -8956567.000000 Penalty: 5353.197266
	Iteration 5Q: 3 clusters Score -8956567 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -8957606.000000 Penalty: 5353.197266
	Iteration 6Q: 3 clusters Score -8957606 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -8958987.000000 Penalty: 5353.197266
	Iteration 7F: 3 clusters Score -8958987 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -8960939.000000 Penalty: 5353.197266
	Iteration 8F: 3 clusters Score -8960939 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 39005 members 
Entering Unmasked Estep 
Score: -8963223.000000 Penalty: 5353.197266
	Iteration 9F: 3 clusters Score -8963223 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 41960 members 
Entering Unmasked Estep 
Score: -8965534.000000 Penalty: 5353.197266
	Iteration 10F: 3 clusters Score -8965534 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -8967316.000000 Penalty: 5353.197266
	Iteration 11F: 3 clusters Score -8967316 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -8968265.000000 Penalty: 5353.197266
	Iteration 12Q: 3 clusters Score -8968265 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 47109 members 
Entering Unmasked Estep 
Score: -8968801.000000 Penalty: 5353.197266
	Iteration 13Q: 3 clusters Score -8968801 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 47640 members 
Entering Unmasked Estep 
Score: -8969079.000000 Penalty: 5353.197266
	Iteration 14Q: 3 clusters Score -8969079 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 47926 members 
Entering Unmasked Estep 
Score: -8969186.000000 Penalty: 5353.197266
	Iteration 15Q: 3 clusters Score -8969186 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 48069 members 
Entering Unmasked Estep 
Score: -8969302.000000 Penalty: 5353.197266
	Iteration 16Q: 3 clusters Score -8969302 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 48146 members 
Entering Unmasked Estep 
Score: -8969339.000000 Penalty: 5353.197266
	Iteration 17Q: 3 clusters Score -8969339 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 48192 members 
Entering Unmasked Estep 
Score: -8969370.000000 Penalty: 5353.197266
	Iteration 18Q: 3 clusters Score -8969370 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 48219 members 
Entering Unmasked Estep 
Score: -8969398.000000 Penalty: 5353.197266
	Iteration 19Q: 3 clusters Score -8969398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 48239 members 
Entering Unmasked Estep 
Score: -8969414.000000 Penalty: 5353.197266
	Iteration 20F: 3 clusters Score -8969414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 48254 members 
Entering Unmasked Estep 
Score: -8969425.000000 Penalty: 5353.197266
	Iteration 21Q: 3 clusters Score -8969425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 48269 members 
Entering Unmasked Estep 
Score: -8969447.000000 Penalty: 5353.197266
	Iteration 22Q: 3 clusters Score -8969447 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 48283 members 
Entering Unmasked Estep 
Score: -8969465.000000 Penalty: 5353.197266
	Iteration 23Q: 3 clusters Score -8969465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 48289 members 
Entering Unmasked Estep 
Score: -8969461.000000 Penalty: 5353.197266
	Iteration 24Q: 3 clusters Score -8969461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 48297 members 
Entering Unmasked Estep 
Score: -8969479.000000 Penalty: 5353.197266
	Iteration 25Q: 3 clusters Score -8969479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 48302 members 
Entering Unmasked Estep 
Score: -8969486.000000 Penalty: 5353.197266
	Iteration 26Q: 3 clusters Score -8969486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 48305 members 
Entering Unmasked Estep 
Score: -8969480.000000 Penalty: 5353.197266
	Iteration 27Q: 3 clusters Score -8969480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 48308 members 
Entering Unmasked Estep 
Score: -8969485.000000 Penalty: 5353.197266
	Iteration 28Q: 3 clusters Score -8969485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 48311 members 
Entering Unmasked Estep 
Score: -8969497.000000 Penalty: 5353.197266
	Iteration 29Q: 3 clusters Score -8969497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 48313 members 
Entering Unmasked Estep 
Score: -8969499.000000 Penalty: 5353.197266
	Iteration 30Q: 3 clusters Score -8969499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 48317 members 
Entering Unmasked Estep 
Score: -8969503.000000 Penalty: 5353.197266
	Iteration 31Q: 3 clusters Score -8969503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 48320 members 
Entering Unmasked Estep 
Score: -8969499.000000 Penalty: 5353.197266
	Iteration 32Q: 3 clusters Score -8969499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 48323 members 
Entering Unmasked Estep 
Score: -8969507.000000 Penalty: 5353.197266
	Iteration 33Q: 3 clusters Score -8969507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 48325 members 
Entering Unmasked Estep 
Score: -8969515.000000 Penalty: 5353.197266
	Iteration 34Q: 3 clusters Score -8969515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 48326 members 
Entering Unmasked Estep 
Score: -8969511.000000 Penalty: 5353.197266
	Iteration 35Q: 3 clusters Score -8969511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 48326 members 
Entering Unmasked Estep 
Score: -8969511.000000 Penalty: 5353.197266
	Iteration 36F: 3 clusters Score -8969511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Entering Unmasked Estep 
Score: -84357.804688 Penalty: 1580.159790
	Iteration 0F: 2 clusters Score -84357.8 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 305 members 
Entering Unmasked Estep 
Score: -82913.664062 Penalty: 3160.319580
	Iteration 0F: 3 clusters Score -82913.66 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -83231.726562 Penalty: 3160.319580
	Iteration 1F: 3 clusters Score -83231.73 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -83557.031250 Penalty: 3160.319580
	Iteration 2F: 3 clusters Score -83557.03 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -83783.257812 Penalty: 3160.319580
	Iteration 3F: 3 clusters Score -83783.26 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -83981.179688 Penalty: 3160.319580
	Iteration 4F: 3 clusters Score -83981.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -84180.109375 Penalty: 3160.319580
	Iteration 5Q: 3 clusters Score -84180.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -84308.117188 Penalty: 3160.319580
	Iteration 6Q: 3 clusters Score -84308.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -84423.382812 Penalty: 3160.319580
	Iteration 7Q: 3 clusters Score -84423.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -84461.351562 Penalty: 3160.319580
	Iteration 8Q: 3 clusters Score -84461.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -84527.515625 Penalty: 3160.319580
	Iteration 9Q: 3 clusters Score -84527.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -84567.125000 Penalty: 3160.319580
	Iteration 10Q: 3 clusters Score -84567.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -84589.171875 Penalty: 3160.319580
	Iteration 11Q: 3 clusters Score -84589.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -84603.375000 Penalty: 3160.319580
	Iteration 12Q: 3 clusters Score -84603.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -84657.476562 Penalty: 3160.319580
	Iteration 13Q: 3 clusters Score -84657.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -84724.992188 Penalty: 3160.319580
	Iteration 14Q: 3 clusters Score -84724.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -84769.000000 Penalty: 3160.319580
	Iteration 15Q: 3 clusters Score -84769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -84787.320312 Penalty: 3160.319580
	Iteration 16Q: 3 clusters Score -84787.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -84795.539062 Penalty: 3160.319580
	Iteration 17Q: 3 clusters Score -84795.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -84797.195312 Penalty: 3160.319580
	Iteration 18Q: 3 clusters Score -84797.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -84799.289062 Penalty: 3160.319580
	Iteration 19Q: 3 clusters Score -84799.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -84805.648438 Penalty: 3160.319580
	Iteration 20F: 3 clusters Score -84805.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 44168 members 
Mstep: Class 3 contains 19135 members 
Mstep: Class 4 contains 46459 members 
Mstep: Class 5 contains 45666 members 
Mstep: Class 6 contains 48666 members 
Mstep: Class 7 contains 297 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50765 members 
Mstep: Class 11 contains 47121 members 
Mstep: Class 12 contains 49111 members 
Mstep: Class 13 contains 47798 members 
Mstep: Class 14 contains 45497 members 
Mstep: Class 15 contains 25786 members 
Mstep: Class 16 contains 45774 members 
Mstep: Class 17 contains 47605 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1687 members 
Mstep: Class 21 contains 41293 members 
Mstep: Class 22 contains 5383 members 
Mstep: Class 23 contains 288 members 
Entering Unmasked Estep 
Score: -111210264.000000 Penalty: 76057.484375
Splitting cluster 7 changes total score from -111211680.000000 to -111210264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -23539.289062 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -23539.29 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 156 members 
Entering Unmasked Estep 
Score: -22465.710938 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -22465.71 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -22648.675781 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -22648.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -22716.439453 Penalty: 2838.898193
	Iteration 2F: 3 clusters Score -22716.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22763.820312 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -22763.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -22772.835938 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -22772.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -22778.148438 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -22778.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -22781.855469 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -22781.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -22784.134766 Penalty: 2838.898193
	Iteration 7Q: 3 clusters Score -22784.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -22785.134766 Penalty: 2838.898193
	Iteration 8Q: 3 clusters Score -22785.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -22789.443359 Penalty: 2838.898193
	Iteration 9Q: 3 clusters Score -22789.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -22796.734375 Penalty: 2838.898193
	Iteration 10Q: 3 clusters Score -22796.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -22799.066406 Penalty: 2838.898193
	Iteration 11Q: 3 clusters Score -22799.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -22813.261719 Penalty: 2838.898193
	Iteration 12Q: 3 clusters Score -22813.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -22821.843750 Penalty: 2838.898193
	Iteration 13Q: 3 clusters Score -22821.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -22825.185547 Penalty: 2838.898193
	Iteration 14Q: 3 clusters Score -22825.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -22826.908203 Penalty: 2838.898193
	Iteration 15Q: 3 clusters Score -22826.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -22826.908203 Penalty: 2838.898193
	Iteration 16F: 3 clusters Score -22826.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Entering Unmasked Estep 
Score: -196132.906250 Penalty: 1769.650513
	Iteration 0F: 2 clusters Score -196132.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -194131.234375 Penalty: 3539.301025
	Iteration 0F: 3 clusters Score -194131.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -194740.984375 Penalty: 3539.301025
	Iteration 1F: 3 clusters Score -194741 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -195022.609375 Penalty: 3539.301025
	Iteration 2F: 3 clusters Score -195022.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -195164.312500 Penalty: 3539.301025
	Iteration 3F: 3 clusters Score -195164.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -195250.375000 Penalty: 3539.301025
	Iteration 4Q: 3 clusters Score -195250.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -195302.421875 Penalty: 3539.301025
	Iteration 5Q: 3 clusters Score -195302.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -195326.828125 Penalty: 3539.301025
	Iteration 6Q: 3 clusters Score -195326.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -195341.828125 Penalty: 3539.301025
	Iteration 7Q: 3 clusters Score -195341.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -195362.328125 Penalty: 3539.301025
	Iteration 8Q: 3 clusters Score -195362.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -195385.500000 Penalty: 3539.301025
	Iteration 9Q: 3 clusters Score -195385.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -195403.390625 Penalty: 3539.301025
	Iteration 10Q: 3 clusters Score -195403.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -195415.734375 Penalty: 3539.301025
	Iteration 11Q: 3 clusters Score -195415.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -195418.953125 Penalty: 3539.301025
	Iteration 12Q: 3 clusters Score -195419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -195421.906250 Penalty: 3539.301025
	Iteration 13Q: 3 clusters Score -195421.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -195423.859375 Penalty: 3539.301025
	Iteration 14Q: 3 clusters Score -195423.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -195428.656250 Penalty: 3539.301025
	Iteration 15Q: 3 clusters Score -195428.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -195428.656250 Penalty: 3539.301025
	Iteration 16F: 3 clusters Score -195428.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (50765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50765 members 
Entering Unmasked Estep 
Score: -9292211.000000 Penalty: 2687.070801
	Iteration 0F: 2 clusters Score -9292211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -9260831.000000 Penalty: 5374.141602
	Iteration 0F: 3 clusters Score -9260831 nChanged 23356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -9273796.000000 Penalty: 5374.141602
	Iteration 1F: 3 clusters Score -9273796 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -9274303.000000 Penalty: 5374.141602
	Iteration 2Q: 3 clusters Score -9274303 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 24783 members 
Entering Unmasked Estep 
Score: -9274798.000000 Penalty: 5374.141602
	Iteration 3Q: 3 clusters Score -9274798 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -9275235.000000 Penalty: 5374.141602
	Iteration 4Q: 3 clusters Score -9275235 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -9275763.000000 Penalty: 5374.141602
	Iteration 5Q: 3 clusters Score -9275763 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -9276210.000000 Penalty: 5374.141602
	Iteration 6Q: 3 clusters Score -9276210 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -9276751.000000 Penalty: 5374.141602
	Iteration 7Q: 3 clusters Score -9276751 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28029 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -9277451.000000 Penalty: 5374.141602
	Iteration 8Q: 3 clusters Score -9277451 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -9278331.000000 Penalty: 5374.141602
	Iteration 9Q: 3 clusters Score -9278331 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29804 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -9279496.000000 Penalty: 5374.141602
	Iteration 10Q: 3 clusters Score -9279496 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -9280959.000000 Penalty: 5374.141602
	Iteration 11Q: 3 clusters Score -9280959 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -9282536.000000 Penalty: 5374.141602
	Iteration 12Q: 3 clusters Score -9282536 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -9283764.000000 Penalty: 5374.141602
	Iteration 13Q: 3 clusters Score -9283764 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -9284478.000000 Penalty: 5374.141602
	Iteration 14Q: 3 clusters Score -9284478 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33985 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -9284841.000000 Penalty: 5374.141602
	Iteration 15Q: 3 clusters Score -9284841 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -9285041.000000 Penalty: 5374.141602
	Iteration 16Q: 3 clusters Score -9285041 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -9285252.000000 Penalty: 5374.141602
	Iteration 17Q: 3 clusters Score -9285252 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35951 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -9285437.000000 Penalty: 5374.141602
	Iteration 18Q: 3 clusters Score -9285437 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36599 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -9285645.000000 Penalty: 5374.141602
	Iteration 19Q: 3 clusters Score -9285645 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -9285824.000000 Penalty: 5374.141602
	Iteration 20F: 3 clusters Score -9285824 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -9286053.000000 Penalty: 5374.141602
	Iteration 21Q: 3 clusters Score -9286053 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -9286287.000000 Penalty: 5374.141602
	Iteration 22Q: 3 clusters Score -9286287 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -9286577.000000 Penalty: 5374.141602
	Iteration 23Q: 3 clusters Score -9286577 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -9286870.000000 Penalty: 5374.141602
	Iteration 24Q: 3 clusters Score -9286870 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41169 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -9287163.000000 Penalty: 5374.141602
	Iteration 25Q: 3 clusters Score -9287163 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -9287424.000000 Penalty: 5374.141602
	Iteration 26Q: 3 clusters Score -9287424 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42841 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -9287597.000000 Penalty: 5374.141602
	Iteration 27Q: 3 clusters Score -9287597 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -9287777.000000 Penalty: 5374.141602
	Iteration 28Q: 3 clusters Score -9287777 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44412 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -9287994.000000 Penalty: 5374.141602
	Iteration 29Q: 3 clusters Score -9287994 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45118 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -9288183.000000 Penalty: 5374.141602
	Iteration 30Q: 3 clusters Score -9288183 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -9288357.000000 Penalty: 5374.141602
	Iteration 31Q: 3 clusters Score -9288357 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46338 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -9288565.000000 Penalty: 5374.141602
	Iteration 32Q: 3 clusters Score -9288565 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46859 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -9288722.000000 Penalty: 5374.141602
	Iteration 33Q: 3 clusters Score -9288722 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47381 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -9288938.000000 Penalty: 5374.141602
	Iteration 34Q: 3 clusters Score -9288938 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47816 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -9289120.000000 Penalty: 5374.141602
	Iteration 35Q: 3 clusters Score -9289120 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48217 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -9289234.000000 Penalty: 5374.141602
	Iteration 36Q: 3 clusters Score -9289234 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -9289344.000000 Penalty: 5374.141602
	Iteration 37Q: 3 clusters Score -9289344 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48863 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -9289420.000000 Penalty: 5374.141602
	Iteration 38Q: 3 clusters Score -9289420 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49136 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -9289524.000000 Penalty: 5374.141602
	Iteration 39Q: 3 clusters Score -9289524 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -9289601.000000 Penalty: 5374.141602
	Iteration 40F: 3 clusters Score -9289601 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49528 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -9289694.000000 Penalty: 5374.141602
	Iteration 41Q: 3 clusters Score -9289694 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49666 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -9289771.000000 Penalty: 5374.141602
	Iteration 42Q: 3 clusters Score -9289771 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49771 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -9289818.000000 Penalty: 5374.141602
	Iteration 43Q: 3 clusters Score -9289818 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49864 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -9289826.000000 Penalty: 5374.141602
	Iteration 44Q: 3 clusters Score -9289826 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49943 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -9289879.000000 Penalty: 5374.141602
	Iteration 45Q: 3 clusters Score -9289879 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50005 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -9289933.000000 Penalty: 5374.141602
	Iteration 46Q: 3 clusters Score -9289933 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50039 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9289949.000000 Penalty: 5374.141602
	Iteration 47Q: 3 clusters Score -9289949 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50067 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -9289975.000000 Penalty: 5374.141602
	Iteration 48Q: 3 clusters Score -9289975 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -9290011.000000 Penalty: 5374.141602
	Iteration 49Q: 3 clusters Score -9290011 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50111 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -9290022.000000 Penalty: 5374.141602
	Iteration 50Q: 3 clusters Score -9290022 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50136 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -9290031.000000 Penalty: 5374.141602
	Iteration 51Q: 3 clusters Score -9290031 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50159 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -9290043.000000 Penalty: 5374.141602
	Iteration 52Q: 3 clusters Score -9290043 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50177 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -9290058.000000 Penalty: 5374.141602
	Iteration 53Q: 3 clusters Score -9290058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50184 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -9290066.000000 Penalty: 5374.141602
	Iteration 54Q: 3 clusters Score -9290066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50185 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -9290072.000000 Penalty: 5374.141602
	Iteration 55Q: 3 clusters Score -9290072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50190 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -9290073.000000 Penalty: 5374.141602
	Iteration 56Q: 3 clusters Score -9290073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50194 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -9290063.000000 Penalty: 5374.141602
	Iteration 57Q: 3 clusters Score -9290063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50196 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -9290067.000000 Penalty: 5374.141602
	Iteration 58Q: 3 clusters Score -9290067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50198 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -9290068.000000 Penalty: 5374.141602
	Iteration 59Q: 3 clusters Score -9290068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50199 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -9290077.000000 Penalty: 5374.141602
	Iteration 60F: 3 clusters Score -9290077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50202 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -9290077.000000 Penalty: 5374.141602
	Iteration 61Q: 3 clusters Score -9290077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50204 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -9290081.000000 Penalty: 5374.141602
	Iteration 62Q: 3 clusters Score -9290081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50205 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -9290082.000000 Penalty: 5374.141602
	Iteration 63Q: 3 clusters Score -9290082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50210 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -9290090.000000 Penalty: 5374.141602
	Iteration 64Q: 3 clusters Score -9290090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50214 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -9290096.000000 Penalty: 5374.141602
	Iteration 65Q: 3 clusters Score -9290096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50219 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -9290107.000000 Penalty: 5374.141602
	Iteration 66Q: 3 clusters Score -9290107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50221 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -9290103.000000 Penalty: 5374.141602
	Iteration 67Q: 3 clusters Score -9290103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50221 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -9290103.000000 Penalty: 5374.141602
	Iteration 68F: 3 clusters Score -9290103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47121 members 
Entering Unmasked Estep 
Score: -8536758.000000 Penalty: 2668.597656
	Iteration 0F: 2 clusters Score -8536758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -8506479.000000 Penalty: 5337.195312
	Iteration 0F: 3 clusters Score -8506479 nChanged 21754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -8518345.000000 Penalty: 5337.195312
	Iteration 1F: 3 clusters Score -8518345 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -8518831.000000 Penalty: 5337.195312
	Iteration 2Q: 3 clusters Score -8518831 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -8519319.000000 Penalty: 5337.195312
	Iteration 3Q: 3 clusters Score -8519319 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 27360 members 
Entering Unmasked Estep 
Score: -8519910.000000 Penalty: 5337.195312
	Iteration 4Q: 3 clusters Score -8519910 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 29132 members 
Entering Unmasked Estep 
Score: -8520763.000000 Penalty: 5337.195312
	Iteration 5Q: 3 clusters Score -8520763 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -8522114.000000 Penalty: 5337.195312
	Iteration 6F: 3 clusters Score -8522114 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -8524308.000000 Penalty: 5337.195312
	Iteration 7F: 3 clusters Score -8524308 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -8527536.000000 Penalty: 5337.195312
	Iteration 8F: 3 clusters Score -8527536 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 42075 members 
Entering Unmasked Estep 
Score: -8531070.000000 Penalty: 5337.195312
	Iteration 9F: 3 clusters Score -8531070 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 44716 members 
Entering Unmasked Estep 
Score: -8533299.000000 Penalty: 5337.195312
	Iteration 10F: 3 clusters Score -8533299 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 46009 members 
Entering Unmasked Estep 
Score: -8534026.000000 Penalty: 5337.195312
	Iteration 11Q: 3 clusters Score -8534026 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 46497 members 
Entering Unmasked Estep 
Score: -8534339.000000 Penalty: 5337.195312
	Iteration 12Q: 3 clusters Score -8534339 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 46655 members 
Entering Unmasked Estep 
Score: -8534448.000000 Penalty: 5337.195312
	Iteration 13Q: 3 clusters Score -8534448 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 46720 members 
Entering Unmasked Estep 
Score: -8534502.000000 Penalty: 5337.195312
	Iteration 14Q: 3 clusters Score -8534502 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 46753 members 
Entering Unmasked Estep 
Score: -8534521.000000 Penalty: 5337.195312
	Iteration 15Q: 3 clusters Score -8534521 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 46771 members 
Entering Unmasked Estep 
Score: -8534557.000000 Penalty: 5337.195312
	Iteration 16Q: 3 clusters Score -8534557 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 46781 members 
Entering Unmasked Estep 
Score: -8534571.000000 Penalty: 5337.195312
	Iteration 17Q: 3 clusters Score -8534571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 46787 members 
Entering Unmasked Estep 
Score: -8534585.000000 Penalty: 5337.195312
	Iteration 18Q: 3 clusters Score -8534585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -8534590.000000 Penalty: 5337.195312
	Iteration 19Q: 3 clusters Score -8534590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 46796 members 
Entering Unmasked Estep 
Score: -8534596.000000 Penalty: 5337.195312
	Iteration 20F: 3 clusters Score -8534596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 46799 members 
Entering Unmasked Estep 
Score: -8534605.000000 Penalty: 5337.195312
	Iteration 21Q: 3 clusters Score -8534605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 46800 members 
Entering Unmasked Estep 
Score: -8534608.000000 Penalty: 5337.195312
	Iteration 22Q: 3 clusters Score -8534608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 46801 members 
Entering Unmasked Estep 
Score: -8534609.000000 Penalty: 5337.195312
	Iteration 23Q: 3 clusters Score -8534609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 46801 members 
Entering Unmasked Estep 
Score: -8534609.000000 Penalty: 5337.195312
	Iteration 24F: 3 clusters Score -8534609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (49111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49111 members 
Entering Unmasked Estep 
Score: -9040427.000000 Penalty: 2678.855713
	Iteration 0F: 2 clusters Score -9040427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -9009999.000000 Penalty: 5357.711426
	Iteration 0F: 3 clusters Score -9009999 nChanged 22799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -9022799.000000 Penalty: 5357.711426
	Iteration 1F: 3 clusters Score -9022799 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -9023426.000000 Penalty: 5357.711426
	Iteration 2Q: 3 clusters Score -9023426 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -9024190.000000 Penalty: 5357.711426
	Iteration 3Q: 3 clusters Score -9024190 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -9024985.000000 Penalty: 5357.711426
	Iteration 4Q: 3 clusters Score -9024985 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -9026159.000000 Penalty: 5357.711426
	Iteration 5F: 3 clusters Score -9026159 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 14728 members 
Entering Unmasked Estep 
Score: -9027823.000000 Penalty: 5357.711426
	Iteration 6F: 3 clusters Score -9027823 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37609 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -9030240.000000 Penalty: 5357.711426
	Iteration 7F: 3 clusters Score -9030240 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -9033029.000000 Penalty: 5357.711426
	Iteration 8F: 3 clusters Score -9033029 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -9035415.000000 Penalty: 5357.711426
	Iteration 9F: 3 clusters Score -9035415 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -9036897.000000 Penalty: 5357.711426
	Iteration 10Q: 3 clusters Score -9036897 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47999 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -9037610.000000 Penalty: 5357.711426
	Iteration 11Q: 3 clusters Score -9037610 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -9037873.000000 Penalty: 5357.711426
	Iteration 12Q: 3 clusters Score -9037873 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48679 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -9038040.000000 Penalty: 5357.711426
	Iteration 13Q: 3 clusters Score -9038040 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48767 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -9038110.000000 Penalty: 5357.711426
	Iteration 14Q: 3 clusters Score -9038110 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48800 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9038156.000000 Penalty: 5357.711426
	Iteration 15Q: 3 clusters Score -9038156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48820 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -9038191.000000 Penalty: 5357.711426
	Iteration 16Q: 3 clusters Score -9038191 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48831 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -9038201.000000 Penalty: 5357.711426
	Iteration 17Q: 3 clusters Score -9038201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48838 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -9038223.000000 Penalty: 5357.711426
	Iteration 18Q: 3 clusters Score -9038223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48838 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -9038237.000000 Penalty: 5357.711426
	Iteration 19Q: 3 clusters Score -9038237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -9038240.000000 Penalty: 5357.711426
	Iteration 20F: 3 clusters Score -9038240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48843 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -9038245.000000 Penalty: 5357.711426
	Iteration 21Q: 3 clusters Score -9038245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48846 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -9038250.000000 Penalty: 5357.711426
	Iteration 22Q: 3 clusters Score -9038250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48849 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -9038252.000000 Penalty: 5357.711426
	Iteration 23Q: 3 clusters Score -9038252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -9038256.000000 Penalty: 5357.711426
	Iteration 24Q: 3 clusters Score -9038256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -9038256.000000 Penalty: 5357.711426
	Iteration 25F: 3 clusters Score -9038256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (47798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47798 members 
Entering Unmasked Estep 
Score: -8830855.000000 Penalty: 2672.135254
	Iteration 0F: 2 clusters Score -8830855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -8802115.000000 Penalty: 5344.270508
	Iteration 0F: 3 clusters Score -8802115 nChanged 22003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -8814649.000000 Penalty: 5344.270508
	Iteration 1F: 3 clusters Score -8814649 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -8815374.000000 Penalty: 5344.270508
	Iteration 2Q: 3 clusters Score -8815374 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -8816169.000000 Penalty: 5344.270508
	Iteration 3Q: 3 clusters Score -8816169 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -8817158.000000 Penalty: 5344.270508
	Iteration 4Q: 3 clusters Score -8817158 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -8818423.000000 Penalty: 5344.270508
	Iteration 5F: 3 clusters Score -8818423 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -8820119.000000 Penalty: 5344.270508
	Iteration 6F: 3 clusters Score -8820119 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31915 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -8822169.000000 Penalty: 5344.270508
	Iteration 7F: 3 clusters Score -8822169 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -8824499.000000 Penalty: 5344.270508
	Iteration 8F: 3 clusters Score -8824499 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34616 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -8826329.000000 Penalty: 5344.270508
	Iteration 9Q: 3 clusters Score -8826329 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35369 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -8827290.000000 Penalty: 5344.270508
	Iteration 10Q: 3 clusters Score -8827290 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -8827756.000000 Penalty: 5344.270508
	Iteration 11Q: 3 clusters Score -8827756 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -8827998.000000 Penalty: 5344.270508
	Iteration 12Q: 3 clusters Score -8827998 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -8828292.000000 Penalty: 5344.270508
	Iteration 13Q: 3 clusters Score -8828292 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37015 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -8828523.000000 Penalty: 5344.270508
	Iteration 14Q: 3 clusters Score -8828523 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -8828717.000000 Penalty: 5344.270508
	Iteration 15Q: 3 clusters Score -8828717 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37621 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -8828859.000000 Penalty: 5344.270508
	Iteration 16Q: 3 clusters Score -8828859 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -8828985.000000 Penalty: 5344.270508
	Iteration 17Q: 3 clusters Score -8828985 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -8829097.000000 Penalty: 5344.270508
	Iteration 18Q: 3 clusters Score -8829097 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -8829172.000000 Penalty: 5344.270508
	Iteration 19Q: 3 clusters Score -8829172 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -8829218.000000 Penalty: 5344.270508
	Iteration 20F: 3 clusters Score -8829218 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38573 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -8829285.000000 Penalty: 5344.270508
	Iteration 21Q: 3 clusters Score -8829285 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38685 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -8829324.000000 Penalty: 5344.270508
	Iteration 22Q: 3 clusters Score -8829324 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -8829365.000000 Penalty: 5344.270508
	Iteration 23Q: 3 clusters Score -8829365 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -8829411.000000 Penalty: 5344.270508
	Iteration 24Q: 3 clusters Score -8829411 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -8829446.000000 Penalty: 5344.270508
	Iteration 25Q: 3 clusters Score -8829446 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39111 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -8829447.000000 Penalty: 5344.270508
	Iteration 26Q: 3 clusters Score -8829447 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -8829477.000000 Penalty: 5344.270508
	Iteration 27Q: 3 clusters Score -8829477 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39279 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -8829492.000000 Penalty: 5344.270508
	Iteration 28Q: 3 clusters Score -8829492 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -8829519.000000 Penalty: 5344.270508
	Iteration 29Q: 3 clusters Score -8829519 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -8829552.000000 Penalty: 5344.270508
	Iteration 30Q: 3 clusters Score -8829552 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39579 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -8829552.000000 Penalty: 5344.270508
	Iteration 31Q: 3 clusters Score -8829552 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39684 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -8829576.000000 Penalty: 5344.270508
	Iteration 32Q: 3 clusters Score -8829576 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -8829591.000000 Penalty: 5344.270508
	Iteration 33Q: 3 clusters Score -8829591 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39884 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -8829613.000000 Penalty: 5344.270508
	Iteration 34Q: 3 clusters Score -8829613 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -8829680.000000 Penalty: 5344.270508
	Iteration 35Q: 3 clusters Score -8829680 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40055 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -8829707.000000 Penalty: 5344.270508
	Iteration 36Q: 3 clusters Score -8829707 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -8829718.000000 Penalty: 5344.270508
	Iteration 37Q: 3 clusters Score -8829718 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40238 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -8829753.000000 Penalty: 5344.270508
	Iteration 38Q: 3 clusters Score -8829753 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -8829773.000000 Penalty: 5344.270508
	Iteration 39Q: 3 clusters Score -8829773 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -8829786.000000 Penalty: 5344.270508
	Iteration 40F: 3 clusters Score -8829786 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -8829793.000000 Penalty: 5344.270508
	Iteration 41Q: 3 clusters Score -8829793 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40495 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -8829783.000000 Penalty: 5344.270508
	Iteration 42Q: 3 clusters Score -8829783 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -8829797.000000 Penalty: 5344.270508
	Iteration 43Q: 3 clusters Score -8829797 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40597 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -8829798.000000 Penalty: 5344.270508
	Iteration 44Q: 3 clusters Score -8829798 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -8829781.000000 Penalty: 5344.270508
	Iteration 45Q: 3 clusters Score -8829781 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40711 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -8829814.000000 Penalty: 5344.270508
	Iteration 46Q: 3 clusters Score -8829814 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -8829812.000000 Penalty: 5344.270508
	Iteration 47Q: 3 clusters Score -8829812 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -8829836.000000 Penalty: 5344.270508
	Iteration 48Q: 3 clusters Score -8829836 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40923 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -8829866.000000 Penalty: 5344.270508
	Iteration 49Q: 3 clusters Score -8829866 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40999 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -8829882.000000 Penalty: 5344.270508
	Iteration 50Q: 3 clusters Score -8829882 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41075 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -8829918.000000 Penalty: 5344.270508
	Iteration 51Q: 3 clusters Score -8829918 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41159 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -8829924.000000 Penalty: 5344.270508
	Iteration 52Q: 3 clusters Score -8829924 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41243 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -8829926.000000 Penalty: 5344.270508
	Iteration 53Q: 3 clusters Score -8829926 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -8829942.000000 Penalty: 5344.270508
	Iteration 54Q: 3 clusters Score -8829942 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41418 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -8829935.000000 Penalty: 5344.270508
	Iteration 55Q: 3 clusters Score -8829935 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41513 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -8829940.000000 Penalty: 5344.270508
	Iteration 56Q: 3 clusters Score -8829940 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -8829954.000000 Penalty: 5344.270508
	Iteration 57Q: 3 clusters Score -8829954 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41723 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -8829962.000000 Penalty: 5344.270508
	Iteration 58Q: 3 clusters Score -8829962 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -8829971.000000 Penalty: 5344.270508
	Iteration 59Q: 3 clusters Score -8829971 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -8830011.000000 Penalty: 5344.270508
	Iteration 60F: 3 clusters Score -8830011 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -8830009.000000 Penalty: 5344.270508
	Iteration 61Q: 3 clusters Score -8830009 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -8830027.000000 Penalty: 5344.270508
	Iteration 62Q: 3 clusters Score -8830027 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42306 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8830056 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8830047 nChanged 112
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Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8830048 nChanged 102
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Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8830047 nChanged 95
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Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8830041 nChanged 90
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Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8830033 nChanged 79
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Mstep: Class 1 contains 43002 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8830026 nChanged 65
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Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8830030 nChanged 74
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Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8830028 nChanged 75
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Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8830018 nChanged 90
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Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8829955 nChanged 105
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Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8829942 nChanged 110
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Mstep: Class 1 contains 43615 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8829902 nChanged 101
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Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8829867 nChanged 123
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Mstep: Class 1 contains 43932 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8829840 nChanged 113
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Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8829790 nChanged 111
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Mstep: Class 1 contains 44152 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8829753 nChanged 105
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Mstep: Class 1 contains 44257 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8829728 nChanged 111
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Mstep: Class 1 contains 44368 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8829670 nChanged 101
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Mstep: Class 1 contains 44467 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8829660 nChanged 88
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Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8829633 nChanged 94
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Mstep: Class 1 contains 44647 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8829620 nChanged 73
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Mstep: Class 1 contains 44716 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8829578 nChanged 67
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Mstep: Class 1 contains 44783 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8829567 nChanged 76
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Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8829547 nChanged 67
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Mstep: Class 1 contains 44916 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8829531 nChanged 61
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Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8829516 nChanged 64
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8829502 nChanged 60
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Mstep: Class 1 contains 45101 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8829485 nChanged 59
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8829479 nChanged 48
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8829463 nChanged 58
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Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8829472 nChanged 55
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8829465 nChanged 54
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Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8829424 nChanged 41
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Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8829401 nChanged 44
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8829385 nChanged 35
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Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8829381 nChanged 36
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Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8829375 nChanged 24
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Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8829372 nChanged 23
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Mstep: Class 1 contains 45558 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8829371 nChanged 24
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Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8829358 nChanged 21
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Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8829370 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45622 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8829356 nChanged 14
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Mstep: Class 1 contains 45636 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8829360 nChanged 15
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Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8829357 nChanged 9
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Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8829352 nChanged 6
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Mstep: Class 1 contains 45662 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8829345 nChanged 11
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Mstep: Class 1 contains 45673 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8829353 nChanged 12
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Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8829356 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45701 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8829335 nChanged 18
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8829334 nChanged 13
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8829336 nChanged 12
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8829330 nChanged 12
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8829327 nChanged 8
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8829328 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45768 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8829348 nChanged 6
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8829342 nChanged 9
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8829348 nChanged 9
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Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8829335 nChanged 14
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	Iteration 125Q: 3 clusters Score -8829328 nChanged 17
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8829313 nChanged 16
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Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8829322 nChanged 13
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8829310 nChanged 13
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Entering Unmasked Estep 
Score: -8829303.000000 Penalty: 5344.270508
	Iteration 129Q: 3 clusters Score -8829303 nChanged 8
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8829308 nChanged 10
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8829305 nChanged 8
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	Iteration 132Q: 3 clusters Score -8829302 nChanged 10
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	Iteration 133Q: 3 clusters Score -8829295 nChanged 10
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	Iteration 134Q: 3 clusters Score -8829291 nChanged 6
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	Iteration 135Q: 3 clusters Score -8829286 nChanged 5
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	Iteration 136Q: 3 clusters Score -8829292 nChanged 10
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	Iteration 137Q: 3 clusters Score -8829276 nChanged 9
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Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8829279 nChanged 9
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	Iteration 139Q: 3 clusters Score -8829275 nChanged 12
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	Iteration 140F: 3 clusters Score -8829270 nChanged 11
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	Iteration 141Q: 3 clusters Score -8829280 nChanged 7
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	Iteration 142Q: 3 clusters Score -8829288 nChanged 7
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	Iteration 143Q: 3 clusters Score -8829284 nChanged 5
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	Iteration 144Q: 3 clusters Score -8829276 nChanged 6
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	Iteration 145Q: 3 clusters Score -8829268 nChanged 5
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	Iteration 146Q: 3 clusters Score -8829263 nChanged 5
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	Iteration 147Q: 3 clusters Score -8829261 nChanged 8
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	Iteration 148Q: 3 clusters Score -8829252 nChanged 5
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	Iteration 149Q: 3 clusters Score -8829250 nChanged 8
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -8829249 nChanged 6
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	Iteration 151Q: 3 clusters Score -8829259 nChanged 7
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	Iteration 152Q: 3 clusters Score -8829263 nChanged 7
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	Iteration 153Q: 3 clusters Score -8829265 nChanged 4
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	Iteration 154Q: 3 clusters Score -8829269 nChanged 3
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	Iteration 155Q: 3 clusters Score -8829265 nChanged 4
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	Iteration 156Q: 3 clusters Score -8829267 nChanged 5
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	Iteration 157Q: 3 clusters Score -8829272 nChanged 7
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Entering Unmasked Estep 
Score: -8829272.000000 Penalty: 5344.270508
	Iteration 158Q: 3 clusters Score -8829272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46057 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -8829262.000000 Penalty: 5344.270508
	Iteration 159Q: 3 clusters Score -8829262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46063 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -8829254.000000 Penalty: 5344.270508
	Iteration 160F: 3 clusters Score -8829254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46071 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -8829253.000000 Penalty: 5344.270508
	Iteration 161Q: 3 clusters Score -8829253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46082 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -8829256.000000 Penalty: 5344.270508
	Iteration 162Q: 3 clusters Score -8829256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46091 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -8829243.000000 Penalty: 5344.270508
	Iteration 163Q: 3 clusters Score -8829243 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46101 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -8829248.000000 Penalty: 5344.270508
	Iteration 164Q: 3 clusters Score -8829248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -8829235.000000 Penalty: 5344.270508
	Iteration 165Q: 3 clusters Score -8829235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46110 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -8829245.000000 Penalty: 5344.270508
	Iteration 166Q: 3 clusters Score -8829245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46116 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -8829244.000000 Penalty: 5344.270508
	Iteration 167Q: 3 clusters Score -8829244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -8829233.000000 Penalty: 5344.270508
	Iteration 168Q: 3 clusters Score -8829233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46130 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -8829233.000000 Penalty: 5344.270508
	Iteration 169Q: 3 clusters Score -8829233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46137 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -8829235.000000 Penalty: 5344.270508
	Iteration 170Q: 3 clusters Score -8829235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46140 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -8829242.000000 Penalty: 5344.270508
	Iteration 171Q: 3 clusters Score -8829242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46141 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -8829239.000000 Penalty: 5344.270508
	Iteration 172Q: 3 clusters Score -8829239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46144 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -8829246.000000 Penalty: 5344.270508
	Iteration 173Q: 3 clusters Score -8829246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -8829237.000000 Penalty: 5344.270508
	Iteration 174Q: 3 clusters Score -8829237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46147 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -8829231.000000 Penalty: 5344.270508
	Iteration 175Q: 3 clusters Score -8829231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -8829231.000000 Penalty: 5344.270508
	Iteration 176Q: 3 clusters Score -8829231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46151 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -8829231.000000 Penalty: 5344.270508
	Iteration 177Q: 3 clusters Score -8829231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46153 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -8829232.000000 Penalty: 5344.270508
	Iteration 178Q: 3 clusters Score -8829232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46157 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -8829232.000000 Penalty: 5344.270508
	Iteration 179Q: 3 clusters Score -8829232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46158 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -8829230.000000 Penalty: 5344.270508
	Iteration 180F: 3 clusters Score -8829230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -8829229.000000 Penalty: 5344.270508
	Iteration 181Q: 3 clusters Score -8829229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -8829229.000000 Penalty: 5344.270508
	Iteration 182F: 3 clusters Score -8829229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Entering Unmasked Estep 
Score: -8272794.000000 Penalty: 2659.899658
	Iteration 0F: 2 clusters Score -8272794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -8242644.500000 Penalty: 5319.799316
	Iteration 0F: 3 clusters Score -8242644 nChanged 20960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -8254435.500000 Penalty: 5319.799316
	Iteration 1F: 3 clusters Score -8254436 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -8254970.000000 Penalty: 5319.799316
	Iteration 2Q: 3 clusters Score -8254970 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -8255482.500000 Penalty: 5319.799316
	Iteration 3Q: 3 clusters Score -8255482 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -8256104.000000 Penalty: 5319.799316
	Iteration 4Q: 3 clusters Score -8256104 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -8256961.500000 Penalty: 5319.799316
	Iteration 5Q: 3 clusters Score -8256962 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30960 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -8258376.000000 Penalty: 5319.799316
	Iteration 6F: 3 clusters Score -8258376 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -8260564.500000 Penalty: 5319.799316
	Iteration 7F: 3 clusters Score -8260564 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37318 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -8263417.000000 Penalty: 5319.799316
	Iteration 8F: 3 clusters Score -8263417 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40513 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -8266401.000000 Penalty: 5319.799316
	Iteration 9F: 3 clusters Score -8266401 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -8268542.500000 Penalty: 5319.799316
	Iteration 10F: 3 clusters Score -8268542 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44194 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -8269544.500000 Penalty: 5319.799316
	Iteration 11Q: 3 clusters Score -8269544 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -8269994.000000 Penalty: 5319.799316
	Iteration 12Q: 3 clusters Score -8269994 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8270234.500000 Penalty: 5319.799316
	Iteration 13Q: 3 clusters Score -8270234 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -8270317.500000 Penalty: 5319.799316
	Iteration 14Q: 3 clusters Score -8270318 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8270369.500000 Penalty: 5319.799316
	Iteration 15Q: 3 clusters Score -8270370 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45128 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8270412.000000 Penalty: 5319.799316
	Iteration 16Q: 3 clusters Score -8270412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45133 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8270447.000000 Penalty: 5319.799316
	Iteration 17Q: 3 clusters Score -8270447 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8270484.000000 Penalty: 5319.799316
	Iteration 18Q: 3 clusters Score -8270484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45151 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -8270502.500000 Penalty: 5319.799316
	Iteration 19Q: 3 clusters Score -8270502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45156 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8270505.000000 Penalty: 5319.799316
	Iteration 20F: 3 clusters Score -8270505 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45161 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -8270522.500000 Penalty: 5319.799316
	Iteration 21Q: 3 clusters Score -8270522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45159 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -8270521.000000 Penalty: 5319.799316
	Iteration 22Q: 3 clusters Score -8270521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45162 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -8270538.500000 Penalty: 5319.799316
	Iteration 23Q: 3 clusters Score -8270538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45166 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -8270538.000000 Penalty: 5319.799316
	Iteration 24Q: 3 clusters Score -8270538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45168 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8270541.000000 Penalty: 5319.799316
	Iteration 25Q: 3 clusters Score -8270541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45170 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8270550.000000 Penalty: 5319.799316
	Iteration 26Q: 3 clusters Score -8270550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -8270553.000000 Penalty: 5319.799316
	Iteration 27Q: 3 clusters Score -8270553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -8270553.000000 Penalty: 5319.799316
	Iteration 28F: 3 clusters Score -8270553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Entering Unmasked Estep 
Score: -4581449.500000 Penalty: 2519.081543
	Iteration 0F: 2 clusters Score -4581450 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 12988 members 
Entering Unmasked Estep 
Score: -4563654.000000 Penalty: 5038.163086
	Iteration 0F: 3 clusters Score -4563654 nChanged 11533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -4569804.000000 Penalty: 5038.163086
	Iteration 1F: 3 clusters Score -4569804 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -4570217.500000 Penalty: 5038.163086
	Iteration 2Q: 3 clusters Score -4570218 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -4570595.500000 Penalty: 5038.163086
	Iteration 3Q: 3 clusters Score -4570596 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -4571030.500000 Penalty: 5038.163086
	Iteration 4Q: 3 clusters Score -4571030 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -4571622.000000 Penalty: 5038.163086
	Iteration 5Q: 3 clusters Score -4571622 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -4572485.500000 Penalty: 5038.163086
	Iteration 6F: 3 clusters Score -4572486 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -4573698.500000 Penalty: 5038.163086
	Iteration 7F: 3 clusters Score -4573698 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -4575235.000000 Penalty: 5038.163086
	Iteration 8F: 3 clusters Score -4575235 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -4576788.500000 Penalty: 5038.163086
	Iteration 9F: 3 clusters Score -4576788 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -4577928.500000 Penalty: 5038.163086
	Iteration 10Q: 3 clusters Score -4577928 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -4578560.500000 Penalty: 5038.163086
	Iteration 11Q: 3 clusters Score -4578560 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -4578822.000000 Penalty: 5038.163086
	Iteration 12Q: 3 clusters Score -4578822 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -4578950.500000 Penalty: 5038.163086
	Iteration 13Q: 3 clusters Score -4578950 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -4579031.500000 Penalty: 5038.163086
	Iteration 14Q: 3 clusters Score -4579032 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -4579067.000000 Penalty: 5038.163086
	Iteration 15Q: 3 clusters Score -4579067 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -4579103.000000 Penalty: 5038.163086
	Iteration 16Q: 3 clusters Score -4579103 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -4579126.500000 Penalty: 5038.163086
	Iteration 17Q: 3 clusters Score -4579126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -4579141.500000 Penalty: 5038.163086
	Iteration 18Q: 3 clusters Score -4579142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -4579152.500000 Penalty: 5038.163086
	Iteration 19Q: 3 clusters Score -4579152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -4579163.500000 Penalty: 5038.163086
	Iteration 20F: 3 clusters Score -4579164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -4579170.000000 Penalty: 5038.163086
	Iteration 21Q: 3 clusters Score -4579170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -4579175.000000 Penalty: 5038.163086
	Iteration 22Q: 3 clusters Score -4579175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -4579185.000000 Penalty: 5038.163086
	Iteration 23Q: 3 clusters Score -4579185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -4579191.500000 Penalty: 5038.163086
	Iteration 24Q: 3 clusters Score -4579192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -4579193.500000 Penalty: 5038.163086
	Iteration 25Q: 3 clusters Score -4579194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -4579195.500000 Penalty: 5038.163086
	Iteration 26Q: 3 clusters Score -4579196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -4579202.500000 Penalty: 5038.163086
	Iteration 27Q: 3 clusters Score -4579202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -4579205.000000 Penalty: 5038.163086
	Iteration 28Q: 3 clusters Score -4579205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -4579214.500000 Penalty: 5038.163086
	Iteration 29Q: 3 clusters Score -4579214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -4579225.000000 Penalty: 5038.163086
	Iteration 30Q: 3 clusters Score -4579225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -4579231.000000 Penalty: 5038.163086
	Iteration 31Q: 3 clusters Score -4579231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -4579233.000000 Penalty: 5038.163086
	Iteration 32Q: 3 clusters Score -4579233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -4579230.000000 Penalty: 5038.163086
	Iteration 33Q: 3 clusters Score -4579230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 25469 members 
Entering Unmasked Estep 
Score: -4579230.000000 Penalty: 5038.163086
	Iteration 34F: 3 clusters Score -4579230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45774 members 
Entering Unmasked Estep 
Score: -8363800.500000 Penalty: 2661.405029
	Iteration 0F: 2 clusters Score -8363800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -8334815.500000 Penalty: 5322.810059
	Iteration 0F: 3 clusters Score -8334816 nChanged 21069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -8346466.500000 Penalty: 5322.810059
	Iteration 1F: 3 clusters Score -8346466 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -8346965.000000 Penalty: 5322.810059
	Iteration 2Q: 3 clusters Score -8346965 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -8347505.500000 Penalty: 5322.810059
	Iteration 3Q: 3 clusters Score -8347506 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -8348194.500000 Penalty: 5322.810059
	Iteration 4Q: 3 clusters Score -8348194 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -8349170.500000 Penalty: 5322.810059
	Iteration 5Q: 3 clusters Score -8349170 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -8350441.500000 Penalty: 5322.810059
	Iteration 6Q: 3 clusters Score -8350442 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -8352026.500000 Penalty: 5322.810059
	Iteration 7F: 3 clusters Score -8352026 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -8354082.000000 Penalty: 5322.810059
	Iteration 8F: 3 clusters Score -8354082 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -8356518.500000 Penalty: 5322.810059
	Iteration 9F: 3 clusters Score -8356518 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -8358680.000000 Penalty: 5322.810059
	Iteration 10F: 3 clusters Score -8358680 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -8360148.000000 Penalty: 5322.810059
	Iteration 11F: 3 clusters Score -8360148 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -8360863.500000 Penalty: 5322.810059
	Iteration 12Q: 3 clusters Score -8360864 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -8361311.500000 Penalty: 5322.810059
	Iteration 13Q: 3 clusters Score -8361312 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -8361754.500000 Penalty: 5322.810059
	Iteration 14Q: 3 clusters Score -8361754 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -8362167.500000 Penalty: 5322.810059
	Iteration 15Q: 3 clusters Score -8362168 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -8362602.500000 Penalty: 5322.810059
	Iteration 16Q: 3 clusters Score -8362602 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -8362956.000000 Penalty: 5322.810059
	Iteration 17Q: 3 clusters Score -8362956 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -8363248.500000 Penalty: 5322.810059
	Iteration 18Q: 3 clusters Score -8363248 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -8363469.000000 Penalty: 5322.810059
	Iteration 19Q: 3 clusters Score -8363469 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -8363618.000000 Penalty: 5322.810059
	Iteration 20F: 3 clusters Score -8363618 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -8363753.500000 Penalty: 5322.810059
	Iteration 21Q: 3 clusters Score -8363754 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -8363864.000000 Penalty: 5322.810059
	Iteration 22Q: 3 clusters Score -8363864 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -8363958.500000 Penalty: 5322.810059
	Iteration 23Q: 3 clusters Score -8363958 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -8363985.500000 Penalty: 5322.810059
	Iteration 24Q: 3 clusters Score -8363986 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -8363999.000000 Penalty: 5322.810059
	Iteration 25Q: 3 clusters Score -8363999 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -8364054.000000 Penalty: 5322.810059
	Iteration 26Q: 3 clusters Score -8364054 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -8364110.500000 Penalty: 5322.810059
	Iteration 27Q: 3 clusters Score -8364110 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -8364112.000000 Penalty: 5322.810059
	Iteration 28Q: 3 clusters Score -8364112 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -8364167.000000 Penalty: 5322.810059
	Iteration 29Q: 3 clusters Score -8364167 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -8364200.000000 Penalty: 5322.810059
	Iteration 30Q: 3 clusters Score -8364200 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -8364224.000000 Penalty: 5322.810059
	Iteration 31Q: 3 clusters Score -8364224 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -8364239.500000 Penalty: 5322.810059
	Iteration 32Q: 3 clusters Score -8364240 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -8364226.500000 Penalty: 5322.810059
	Iteration 33Q: 3 clusters Score -8364226 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41623 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -8364208.500000 Penalty: 5322.810059
	Iteration 34Q: 3 clusters Score -8364208 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -8364229.500000 Penalty: 5322.810059
	Iteration 35Q: 3 clusters Score -8364230 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -8364218.500000 Penalty: 5322.810059
	Iteration 36Q: 3 clusters Score -8364218 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42164 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -8364226.500000 Penalty: 5322.810059
	Iteration 37Q: 3 clusters Score -8364226 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42290 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -8364195.500000 Penalty: 5322.810059
	Iteration 38Q: 3 clusters Score -8364196 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42419 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -8364181.000000 Penalty: 5322.810059
	Iteration 39Q: 3 clusters Score -8364181 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -8364206.000000 Penalty: 5322.810059
	Iteration 40F: 3 clusters Score -8364206 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -8364194.500000 Penalty: 5322.810059
	Iteration 41Q: 3 clusters Score -8364194 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42688 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -8364197.000000 Penalty: 5322.810059
	Iteration 42Q: 3 clusters Score -8364197 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -8364163.000000 Penalty: 5322.810059
	Iteration 43Q: 3 clusters Score -8364163 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42813 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -8364162.500000 Penalty: 5322.810059
	Iteration 44Q: 3 clusters Score -8364162 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -8364161.000000 Penalty: 5322.810059
	Iteration 45Q: 3 clusters Score -8364161 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -8364172.500000 Penalty: 5322.810059
	Iteration 46Q: 3 clusters Score -8364172 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42937 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -8364166.500000 Penalty: 5322.810059
	Iteration 47Q: 3 clusters Score -8364166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42965 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -8364177.500000 Penalty: 5322.810059
	Iteration 48Q: 3 clusters Score -8364178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -8364169.500000 Penalty: 5322.810059
	Iteration 49Q: 3 clusters Score -8364170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -8364162.500000 Penalty: 5322.810059
	Iteration 50Q: 3 clusters Score -8364162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -8364172.500000 Penalty: 5322.810059
	Iteration 51Q: 3 clusters Score -8364172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43036 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -8364166.500000 Penalty: 5322.810059
	Iteration 52Q: 3 clusters Score -8364166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43051 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -8364163.500000 Penalty: 5322.810059
	Iteration 53Q: 3 clusters Score -8364164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43061 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -8364166.500000 Penalty: 5322.810059
	Iteration 54Q: 3 clusters Score -8364166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -8364171.000000 Penalty: 5322.810059
	Iteration 55Q: 3 clusters Score -8364171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -8364165.000000 Penalty: 5322.810059
	Iteration 56Q: 3 clusters Score -8364165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -8364165.500000 Penalty: 5322.810059
	Iteration 57Q: 3 clusters Score -8364166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43092 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -8364162.500000 Penalty: 5322.810059
	Iteration 58Q: 3 clusters Score -8364162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43096 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -8364154.500000 Penalty: 5322.810059
	Iteration 59Q: 3 clusters Score -8364154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -8364150.500000 Penalty: 5322.810059
	Iteration 60F: 3 clusters Score -8364150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 44168 members 
Mstep: Class 3 contains 19135 members 
Mstep: Class 4 contains 46459 members 
Mstep: Class 5 contains 45666 members 
Mstep: Class 6 contains 48666 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50765 members 
Mstep: Class 11 contains 47121 members 
Mstep: Class 12 contains 49111 members 
Mstep: Class 13 contains 47798 members 
Mstep: Class 14 contains 45497 members 
Mstep: Class 15 contains 25786 members 
Mstep: Class 16 contains 43097 members 
Mstep: Class 17 contains 47605 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1687 members 
Mstep: Class 21 contains 41293 members 
Mstep: Class 22 contains 5383 members 
Mstep: Class 23 contains 2677 members 
Entering Unmasked Estep 
Score: -111210904.000000 Penalty: 76057.484375
Splitting cluster 16 changes total score from -111211680.000000 to -111210904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (47605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47605 members 
Entering Unmasked Estep 
Score: -8705601.000000 Penalty: 2671.131836
	Iteration 0F: 2 clusters Score -8705601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 23855 members 
Entering Unmasked Estep 
Score: -8675360.000000 Penalty: 5342.263672
	Iteration 0F: 3 clusters Score -8675360 nChanged 21972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -8687557.000000 Penalty: 5342.263672
	Iteration 1F: 3 clusters Score -8687557 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -8688143.000000 Penalty: 5342.263672
	Iteration 2Q: 3 clusters Score -8688143 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -8688655.000000 Penalty: 5342.263672
	Iteration 3Q: 3 clusters Score -8688655 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -8689214.000000 Penalty: 5342.263672
	Iteration 4Q: 3 clusters Score -8689214 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -8689704.000000 Penalty: 5342.263672
	Iteration 5Q: 3 clusters Score -8689704 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -8690199.000000 Penalty: 5342.263672
	Iteration 6Q: 3 clusters Score -8690199 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 24814 members 
Entering Unmasked Estep 
Score: -8690649.000000 Penalty: 5342.263672
	Iteration 7Q: 3 clusters Score -8690649 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -8691131.000000 Penalty: 5342.263672
	Iteration 8Q: 3 clusters Score -8691131 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -8691579.000000 Penalty: 5342.263672
	Iteration 9Q: 3 clusters Score -8691579 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -8692259.000000 Penalty: 5342.263672
	Iteration 10Q: 3 clusters Score -8692259 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -8692956.000000 Penalty: 5342.263672
	Iteration 11Q: 3 clusters Score -8692956 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -8693788.000000 Penalty: 5342.263672
	Iteration 12Q: 3 clusters Score -8693788 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -8694816.000000 Penalty: 5342.263672
	Iteration 13Q: 3 clusters Score -8694816 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 29217 members 
Entering Unmasked Estep 
Score: -8695808.000000 Penalty: 5342.263672
	Iteration 14Q: 3 clusters Score -8695808 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -8696681.000000 Penalty: 5342.263672
	Iteration 15Q: 3 clusters Score -8696681 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -8697244.000000 Penalty: 5342.263672
	Iteration 16Q: 3 clusters Score -8697244 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -8697628.000000 Penalty: 5342.263672
	Iteration 17Q: 3 clusters Score -8697628 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -8697844.000000 Penalty: 5342.263672
	Iteration 18Q: 3 clusters Score -8697844 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -8698049.000000 Penalty: 5342.263672
	Iteration 19Q: 3 clusters Score -8698049 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -8698275.000000 Penalty: 5342.263672
	Iteration 20F: 3 clusters Score -8698275 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 33804 members 
Entering Unmasked Estep 
Score: -8698503.000000 Penalty: 5342.263672
	Iteration 21Q: 3 clusters Score -8698503 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -8698699.000000 Penalty: 5342.263672
	Iteration 22Q: 3 clusters Score -8698699 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -8699004.000000 Penalty: 5342.263672
	Iteration 23Q: 3 clusters Score -8699004 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -8699240.000000 Penalty: 5342.263672
	Iteration 24Q: 3 clusters Score -8699240 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 36865 members 
Entering Unmasked Estep 
Score: -8699505.000000 Penalty: 5342.263672
	Iteration 25Q: 3 clusters Score -8699505 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 37757 members 
Entering Unmasked Estep 
Score: -8699836.000000 Penalty: 5342.263672
	Iteration 26Q: 3 clusters Score -8699836 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 38718 members 
Entering Unmasked Estep 
Score: -8700214.000000 Penalty: 5342.263672
	Iteration 27Q: 3 clusters Score -8700214 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -8700602.000000 Penalty: 5342.263672
	Iteration 28Q: 3 clusters Score -8700602 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 40669 members 
Entering Unmasked Estep 
Score: -8701050.000000 Penalty: 5342.263672
	Iteration 29Q: 3 clusters Score -8701050 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 41611 members 
Entering Unmasked Estep 
Score: -8701500.000000 Penalty: 5342.263672
	Iteration 30Q: 3 clusters Score -8701500 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -8701852.000000 Penalty: 5342.263672
	Iteration 31Q: 3 clusters Score -8701852 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 43402 members 
Entering Unmasked Estep 
Score: -8702186.000000 Penalty: 5342.263672
	Iteration 32Q: 3 clusters Score -8702186 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 44109 members 
Entering Unmasked Estep 
Score: -8702416.000000 Penalty: 5342.263672
	Iteration 33Q: 3 clusters Score -8702416 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -8702624.000000 Penalty: 5342.263672
	Iteration 34Q: 3 clusters Score -8702624 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 45361 members 
Entering Unmasked Estep 
Score: -8702837.000000 Penalty: 5342.263672
	Iteration 35Q: 3 clusters Score -8702837 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
Score: -8703001.000000 Penalty: 5342.263672
	Iteration 36Q: 3 clusters Score -8703001 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 46259 members 
Entering Unmasked Estep 
Score: -8703093.000000 Penalty: 5342.263672
	Iteration 37Q: 3 clusters Score -8703093 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 46565 members 
Entering Unmasked Estep 
Score: -8703179.000000 Penalty: 5342.263672
	Iteration 38Q: 3 clusters Score -8703179 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 46777 members 
Entering Unmasked Estep 
Score: -8703253.000000 Penalty: 5342.263672
	Iteration 39Q: 3 clusters Score -8703253 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 46914 members 
Entering Unmasked Estep 
Score: -8703314.000000 Penalty: 5342.263672
	Iteration 40F: 3 clusters Score -8703314 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 47002 members 
Entering Unmasked Estep 
Score: -8703371.000000 Penalty: 5342.263672
	Iteration 41Q: 3 clusters Score -8703371 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 47058 members 
Entering Unmasked Estep 
Score: -8703388.000000 Penalty: 5342.263672
	Iteration 42Q: 3 clusters Score -8703388 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 47095 members 
Entering Unmasked Estep 
Score: -8703408.000000 Penalty: 5342.263672
	Iteration 43Q: 3 clusters Score -8703408 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 47123 members 
Entering Unmasked Estep 
Score: -8703415.000000 Penalty: 5342.263672
	Iteration 44Q: 3 clusters Score -8703415 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 47144 members 
Entering Unmasked Estep 
Score: -8703429.000000 Penalty: 5342.263672
	Iteration 45Q: 3 clusters Score -8703429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 47151 members 
Entering Unmasked Estep 
Score: -8703436.000000 Penalty: 5342.263672
	Iteration 46Q: 3 clusters Score -8703436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 47158 members 
Entering Unmasked Estep 
Score: -8703436.000000 Penalty: 5342.263672
	Iteration 47Q: 3 clusters Score -8703436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 47164 members 
Entering Unmasked Estep 
Score: -8703437.000000 Penalty: 5342.263672
	Iteration 48Q: 3 clusters Score -8703437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 47171 members 
Entering Unmasked Estep 
Score: -8703443.000000 Penalty: 5342.263672
	Iteration 49Q: 3 clusters Score -8703443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 47179 members 
Entering Unmasked Estep 
Score: -8703446.000000 Penalty: 5342.263672
	Iteration 50Q: 3 clusters Score -8703446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 47182 members 
Entering Unmasked Estep 
Score: -8703448.000000 Penalty: 5342.263672
	Iteration 51Q: 3 clusters Score -8703448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 47183 members 
Entering Unmasked Estep 
Score: -8703458.000000 Penalty: 5342.263672
	Iteration 52Q: 3 clusters Score -8703458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 47184 members 
Entering Unmasked Estep 
Score: -8703452.000000 Penalty: 5342.263672
	Iteration 53Q: 3 clusters Score -8703452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 47185 members 
Entering Unmasked Estep 
Score: -8703456.000000 Penalty: 5342.263672
	Iteration 54Q: 3 clusters Score -8703456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 47187 members 
Entering Unmasked Estep 
Score: -8703457.000000 Penalty: 5342.263672
	Iteration 55Q: 3 clusters Score -8703457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 47189 members 
Entering Unmasked Estep 
Score: -8703461.000000 Penalty: 5342.263672
	Iteration 56Q: 3 clusters Score -8703461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 47191 members 
Entering Unmasked Estep 
Score: -8703456.000000 Penalty: 5342.263672
	Iteration 57Q: 3 clusters Score -8703456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 47193 members 
Entering Unmasked Estep 
Score: -8703451.000000 Penalty: 5342.263672
	Iteration 58Q: 3 clusters Score -8703451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 47194 members 
Entering Unmasked Estep 
Score: -8703455.000000 Penalty: 5342.263672
	Iteration 59Q: 3 clusters Score -8703455 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 47194 members 
Entering Unmasked Estep 
Score: -8703455.000000 Penalty: 5342.263672
	Iteration 60F: 3 clusters Score -8703455 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -100762.539062 Penalty: 1652.456909
	Iteration 0F: 2 clusters Score -100762.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -99087.375000 Penalty: 3304.913818
	Iteration 0F: 3 clusters Score -99087.38 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -99541.656250 Penalty: 3304.913818
	Iteration 1F: 3 clusters Score -99541.66 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -99765.062500 Penalty: 3304.913818
	Iteration 2F: 3 clusters Score -99765.06 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -100049.632812 Penalty: 3304.913818
	Iteration 3F: 3 clusters Score -100049.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -100291.320312 Penalty: 3304.913818
	Iteration 4F: 3 clusters Score -100291.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -100482.632812 Penalty: 3304.913818
	Iteration 5F: 3 clusters Score -100482.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -100579.429688 Penalty: 3304.913818
	Iteration 6Q: 3 clusters Score -100579.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -100669.945312 Penalty: 3304.913818
	Iteration 7Q: 3 clusters Score -100669.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -100775.140625 Penalty: 3304.913818
	Iteration 8Q: 3 clusters Score -100775.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -100854.125000 Penalty: 3304.913818
	Iteration 9Q: 3 clusters Score -100854.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -100892.453125 Penalty: 3304.913818
	Iteration 10Q: 3 clusters Score -100892.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -100902.773438 Penalty: 3304.913818
	Iteration 11Q: 3 clusters Score -100902.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -100911.898438 Penalty: 3304.913818
	Iteration 12Q: 3 clusters Score -100911.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -100914.945312 Penalty: 3304.913818
	Iteration 13Q: 3 clusters Score -100914.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -100929.203125 Penalty: 3304.913818
	Iteration 14Q: 3 clusters Score -100929.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -100935.117188 Penalty: 3304.913818
	Iteration 15Q: 3 clusters Score -100935.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -100948.218750 Penalty: 3304.913818
	Iteration 16Q: 3 clusters Score -100948.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -100950.500000 Penalty: 3304.913818
	Iteration 17Q: 3 clusters Score -100950.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -100950.500000 Penalty: 3304.913818
	Iteration 18F: 3 clusters Score -100950.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 44168 members 
Mstep: Class 3 contains 19135 members 
Mstep: Class 4 contains 46459 members 
Mstep: Class 5 contains 45666 members 
Mstep: Class 6 contains 48666 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50765 members 
Mstep: Class 11 contains 47121 members 
Mstep: Class 12 contains 49111 members 
Mstep: Class 13 contains 47798 members 
Mstep: Class 14 contains 45497 members 
Mstep: Class 15 contains 25786 members 
Mstep: Class 16 contains 45774 members 
Mstep: Class 17 contains 47605 members 
Mstep: Class 18 contains 435 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1687 members 
Mstep: Class 21 contains 41293 members 
Mstep: Class 22 contains 5383 members 
Mstep: Class 23 contains 348 members 
Entering Unmasked Estep 
Score: -111210112.000000 Penalty: 76057.484375
Splitting cluster 18 changes total score from -111211680.000000 to -111210112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Entering Unmasked Estep 
Score: -49939.371094 Penalty: 1528.502075
	Iteration 0F: 2 clusters Score -49939.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -48533.898438 Penalty: 3057.004150
	Iteration 0F: 3 clusters Score -48533.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -48882.523438 Penalty: 3057.004150
	Iteration 1F: 3 clusters Score -48882.52 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -49042.664062 Penalty: 3057.004150
	Iteration 2F: 3 clusters Score -49042.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -49091.121094 Penalty: 3057.004150
	Iteration 3Q: 3 clusters Score -49091.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -49135.082031 Penalty: 3057.004150
	Iteration 4Q: 3 clusters Score -49135.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -49165.316406 Penalty: 3057.004150
	Iteration 5Q: 3 clusters Score -49165.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -49202.152344 Penalty: 3057.004150
	Iteration 6Q: 3 clusters Score -49202.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -49231.183594 Penalty: 3057.004150
	Iteration 7Q: 3 clusters Score -49231.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -49247.765625 Penalty: 3057.004150
	Iteration 8Q: 3 clusters Score -49247.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -49257.183594 Penalty: 3057.004150
	Iteration 9Q: 3 clusters Score -49257.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -49264.980469 Penalty: 3057.004150
	Iteration 10Q: 3 clusters Score -49264.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -49271.000000 Penalty: 3057.004150
	Iteration 11Q: 3 clusters Score -49271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -49271.000000 Penalty: 3057.004150
	Iteration 12F: 3 clusters Score -49271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Entering Unmasked Estep 
Score: -286472.687500 Penalty: 1842.815308
	Iteration 0F: 2 clusters Score -286472.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -284149.343750 Penalty: 3685.630615
	Iteration 0F: 3 clusters Score -284149.3 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -284969.500000 Penalty: 3685.630615
	Iteration 1F: 3 clusters Score -284969.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -285645.687500 Penalty: 3685.630615
	Iteration 2F: 3 clusters Score -285645.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -286373.687500 Penalty: 3685.630615
	Iteration 3F: 3 clusters Score -286373.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -286707.625000 Penalty: 3685.630615
	Iteration 4F: 3 clusters Score -286707.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -286784.437500 Penalty: 3685.630615
	Iteration 5Q: 3 clusters Score -286784.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -286850.218750 Penalty: 3685.630615
	Iteration 6Q: 3 clusters Score -286850.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -286917.437500 Penalty: 3685.630615
	Iteration 7Q: 3 clusters Score -286917.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -286945.062500 Penalty: 3685.630615
	Iteration 8Q: 3 clusters Score -286945.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -286952.281250 Penalty: 3685.630615
	Iteration 9Q: 3 clusters Score -286952.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -286959.312500 Penalty: 3685.630615
	Iteration 10Q: 3 clusters Score -286959.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -286964.000000 Penalty: 3685.630615
	Iteration 11Q: 3 clusters Score -286964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -286964.843750 Penalty: 3685.630615
	Iteration 12Q: 3 clusters Score -286964.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -286965.312500 Penalty: 3685.630615
	Iteration 13Q: 3 clusters Score -286965.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -286965.312500 Penalty: 3685.630615
	Iteration 14F: 3 clusters Score -286965.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 44168 members 
Mstep: Class 3 contains 19135 members 
Mstep: Class 4 contains 46459 members 
Mstep: Class 5 contains 45666 members 
Mstep: Class 6 contains 48666 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50765 members 
Mstep: Class 11 contains 47121 members 
Mstep: Class 12 contains 49111 members 
Mstep: Class 13 contains 47798 members 
Mstep: Class 14 contains 45497 members 
Mstep: Class 15 contains 25786 members 
Mstep: Class 16 contains 45774 members 
Mstep: Class 17 contains 47605 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 464 members 
Mstep: Class 21 contains 41293 members 
Mstep: Class 22 contains 5383 members 
Mstep: Class 23 contains 1223 members 
Entering Unmasked Estep 
Score: -111210632.000000 Penalty: 76057.484375
Splitting cluster 20 changes total score from -111211680.000000 to -111210632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (41293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Entering Unmasked Estep 
Score: -7573617.000000 Penalty: 2635.855225
	Iteration 0F: 2 clusters Score -7573617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -7546081.000000 Penalty: 5271.710449
	Iteration 0F: 3 clusters Score -7546081 nChanged 18804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -7556399.500000 Penalty: 5271.710449
	Iteration 1F: 3 clusters Score -7556400 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -7556862.500000 Penalty: 5271.710449
	Iteration 2Q: 3 clusters Score -7556862 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -7557310.500000 Penalty: 5271.710449
	Iteration 3Q: 3 clusters Score -7557310 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -7557759.000000 Penalty: 5271.710449
	Iteration 4Q: 3 clusters Score -7557759 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 20130 members 
Entering Unmasked Estep 
Score: -7558334.000000 Penalty: 5271.710449
	Iteration 5Q: 3 clusters Score -7558334 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -7558934.000000 Penalty: 5271.710449
	Iteration 6Q: 3 clusters Score -7558934 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -7559602.000000 Penalty: 5271.710449
	Iteration 7Q: 3 clusters Score -7559602 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -7560440.000000 Penalty: 5271.710449
	Iteration 8Q: 3 clusters Score -7560440 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -7561442.500000 Penalty: 5271.710449
	Iteration 9Q: 3 clusters Score -7561442 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -7562856.500000 Penalty: 5271.710449
	Iteration 10F: 3 clusters Score -7562856 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -7564701.500000 Penalty: 5271.710449
	Iteration 11F: 3 clusters Score -7564702 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -7566379.000000 Penalty: 5271.710449
	Iteration 12F: 3 clusters Score -7566379 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -7567370.500000 Penalty: 5271.710449
	Iteration 13Q: 3 clusters Score -7567370 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -7567919.500000 Penalty: 5271.710449
	Iteration 14Q: 3 clusters Score -7567920 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -7568305.500000 Penalty: 5271.710449
	Iteration 15Q: 3 clusters Score -7568306 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 26998 members 
Entering Unmasked Estep 
Score: -7568646.500000 Penalty: 5271.710449
	Iteration 16Q: 3 clusters Score -7568646 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -7568955.500000 Penalty: 5271.710449
	Iteration 17Q: 3 clusters Score -7568956 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -7569170.000000 Penalty: 5271.710449
	Iteration 18Q: 3 clusters Score -7569170 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -7569362.000000 Penalty: 5271.710449
	Iteration 19Q: 3 clusters Score -7569362 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -7569512.000000 Penalty: 5271.710449
	Iteration 20F: 3 clusters Score -7569512 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -7569683.000000 Penalty: 5271.710449
	Iteration 21Q: 3 clusters Score -7569683 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -7569824.000000 Penalty: 5271.710449
	Iteration 22Q: 3 clusters Score -7569824 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -7569996.000000 Penalty: 5271.710449
	Iteration 23Q: 3 clusters Score -7569996 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 31612 members 
Entering Unmasked Estep 
Score: -7570110.000000 Penalty: 5271.710449
	Iteration 24Q: 3 clusters Score -7570110 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -7570255.500000 Penalty: 5271.710449
	Iteration 25Q: 3 clusters Score -7570256 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -7570377.500000 Penalty: 5271.710449
	Iteration 26Q: 3 clusters Score -7570378 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -7570490.000000 Penalty: 5271.710449
	Iteration 27Q: 3 clusters Score -7570490 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -7570594.500000 Penalty: 5271.710449
	Iteration 28Q: 3 clusters Score -7570594 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -7570686.000000 Penalty: 5271.710449
	Iteration 29Q: 3 clusters Score -7570686 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -7570780.500000 Penalty: 5271.710449
	Iteration 30Q: 3 clusters Score -7570780 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -7570840.000000 Penalty: 5271.710449
	Iteration 31Q: 3 clusters Score -7570840 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -7570905.000000 Penalty: 5271.710449
	Iteration 32Q: 3 clusters Score -7570905 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -7570972.000000 Penalty: 5271.710449
	Iteration 33Q: 3 clusters Score -7570972 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -7571047.500000 Penalty: 5271.710449
	Iteration 34Q: 3 clusters Score -7571048 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 35923 members 
Entering Unmasked Estep 
Score: -7571157.000000 Penalty: 5271.710449
	Iteration 35Q: 3 clusters Score -7571157 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 36272 members 
Entering Unmasked Estep 
Score: -7571269.000000 Penalty: 5271.710449
	Iteration 36Q: 3 clusters Score -7571269 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -7571327.500000 Penalty: 5271.710449
	Iteration 37Q: 3 clusters Score -7571328 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -7571397.000000 Penalty: 5271.710449
	Iteration 38Q: 3 clusters Score -7571397 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -7571492.000000 Penalty: 5271.710449
	Iteration 39Q: 3 clusters Score -7571492 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 37453 members 
Entering Unmasked Estep 
Score: -7571553.000000 Penalty: 5271.710449
	Iteration 40F: 3 clusters Score -7571553 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 37665 members 
Entering Unmasked Estep 
Score: -7571614.000000 Penalty: 5271.710449
	Iteration 41Q: 3 clusters Score -7571614 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 37859 members 
Entering Unmasked Estep 
Score: -7571639.500000 Penalty: 5271.710449
	Iteration 42Q: 3 clusters Score -7571640 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 38009 members 
Entering Unmasked Estep 
Score: -7571631.500000 Penalty: 5271.710449
	Iteration 43Q: 3 clusters Score -7571632 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 38131 members 
Entering Unmasked Estep 
Score: -7571677.000000 Penalty: 5271.710449
	Iteration 44Q: 3 clusters Score -7571677 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -7571695.500000 Penalty: 5271.710449
	Iteration 45Q: 3 clusters Score -7571696 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 38356 members 
Entering Unmasked Estep 
Score: -7571696.500000 Penalty: 5271.710449
	Iteration 46Q: 3 clusters Score -7571696 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -7571724.000000 Penalty: 5271.710449
	Iteration 47Q: 3 clusters Score -7571724 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 38541 members 
Entering Unmasked Estep 
Score: -7571756.000000 Penalty: 5271.710449
	Iteration 48Q: 3 clusters Score -7571756 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -7571784.000000 Penalty: 5271.710449
	Iteration 49Q: 3 clusters Score -7571784 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 38686 members 
Entering Unmasked Estep 
Score: -7571796.000000 Penalty: 5271.710449
	Iteration 50Q: 3 clusters Score -7571796 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -7571802.500000 Penalty: 5271.710449
	Iteration 51Q: 3 clusters Score -7571802 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 38804 members 
Entering Unmasked Estep 
Score: -7571815.500000 Penalty: 5271.710449
	Iteration 52Q: 3 clusters Score -7571816 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -7571805.500000 Penalty: 5271.710449
	Iteration 53Q: 3 clusters Score -7571806 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -7571815.000000 Penalty: 5271.710449
	Iteration 54Q: 3 clusters Score -7571815 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 38961 members 
Entering Unmasked Estep 
Score: -7571830.500000 Penalty: 5271.710449
	Iteration 55Q: 3 clusters Score -7571830 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 39005 members 
Entering Unmasked Estep 
Score: -7571844.500000 Penalty: 5271.710449
	Iteration 56Q: 3 clusters Score -7571844 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -7571848.500000 Penalty: 5271.710449
	Iteration 57Q: 3 clusters Score -7571848 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
Score: -7571851.500000 Penalty: 5271.710449
	Iteration 58Q: 3 clusters Score -7571852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 39107 members 
Entering Unmasked Estep 
Score: -7571851.000000 Penalty: 5271.710449
	Iteration 59Q: 3 clusters Score -7571851 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
Score: -7571848.500000 Penalty: 5271.710449
	Iteration 60F: 3 clusters Score -7571848 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -7571856.500000 Penalty: 5271.710449
	Iteration 61Q: 3 clusters Score -7571856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 39183 members 
Entering Unmasked Estep 
Score: -7571860.500000 Penalty: 5271.710449
	Iteration 62Q: 3 clusters Score -7571860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -7571848.000000 Penalty: 5271.710449
	Iteration 63Q: 3 clusters Score -7571848 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -7571853.500000 Penalty: 5271.710449
	Iteration 64Q: 3 clusters Score -7571854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -7571860.500000 Penalty: 5271.710449
	Iteration 65Q: 3 clusters Score -7571860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 39239 members 
Entering Unmasked Estep 
Score: -7571862.000000 Penalty: 5271.710449
	Iteration 66Q: 3 clusters Score -7571862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -7571874.000000 Penalty: 5271.710449
	Iteration 67Q: 3 clusters Score -7571874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 39265 members 
Entering Unmasked Estep 
Score: -7571882.000000 Penalty: 5271.710449
	Iteration 68Q: 3 clusters Score -7571882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 39281 members 
Entering Unmasked Estep 
Score: -7571885.500000 Penalty: 5271.710449
	Iteration 69Q: 3 clusters Score -7571886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -7571889.000000 Penalty: 5271.710449
	Iteration 70Q: 3 clusters Score -7571889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -7571886.500000 Penalty: 5271.710449
	Iteration 71Q: 3 clusters Score -7571886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -7571892.000000 Penalty: 5271.710449
	Iteration 72Q: 3 clusters Score -7571892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -7571894.500000 Penalty: 5271.710449
	Iteration 73Q: 3 clusters Score -7571894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
Score: -7571890.500000 Penalty: 5271.710449
	Iteration 74Q: 3 clusters Score -7571890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 39334 members 
Entering Unmasked Estep 
Score: -7571896.000000 Penalty: 5271.710449
	Iteration 75Q: 3 clusters Score -7571896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -7571894.000000 Penalty: 5271.710449
	Iteration 76Q: 3 clusters Score -7571894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -7571892.000000 Penalty: 5271.710449
	Iteration 77Q: 3 clusters Score -7571892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -7571895.500000 Penalty: 5271.710449
	Iteration 78Q: 3 clusters Score -7571896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -7571883.000000 Penalty: 5271.710449
	Iteration 79Q: 3 clusters Score -7571883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -7571889.000000 Penalty: 5271.710449
	Iteration 80F: 3 clusters Score -7571889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 39369 members 
Entering Unmasked Estep 
Score: -7571885.500000 Penalty: 5271.710449
	Iteration 81Q: 3 clusters Score -7571886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -7571883.500000 Penalty: 5271.710449
	Iteration 82Q: 3 clusters Score -7571884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 39376 members 
Entering Unmasked Estep 
Score: -7571883.500000 Penalty: 5271.710449
	Iteration 83Q: 3 clusters Score -7571884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -7571880.000000 Penalty: 5271.710449
	Iteration 84Q: 3 clusters Score -7571880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -7571880.000000 Penalty: 5271.710449
	Iteration 85F: 3 clusters Score -7571880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Entering Unmasked Estep 
Score: -985168.250000 Penalty: 2130.568359
	Iteration 0F: 2 clusters Score -985168.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -980447.500000 Penalty: 4261.136719
	Iteration 0F: 3 clusters Score -980447.5 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -981565.750000 Penalty: 4261.136719
	Iteration 1F: 3 clusters Score -981565.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -981795.875000 Penalty: 4261.136719
	Iteration 2F: 3 clusters Score -981795.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -982009.000000 Penalty: 4261.136719
	Iteration 3F: 3 clusters Score -982009 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -982159.750000 Penalty: 4261.136719
	Iteration 4Q: 3 clusters Score -982159.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -982288.062500 Penalty: 4261.136719
	Iteration 5Q: 3 clusters Score -982288.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -982396.812500 Penalty: 4261.136719
	Iteration 6Q: 3 clusters Score -982396.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -982494.062500 Penalty: 4261.136719
	Iteration 7Q: 3 clusters Score -982494.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -982578.875000 Penalty: 4261.136719
	Iteration 8Q: 3 clusters Score -982578.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -982650.625000 Penalty: 4261.136719
	Iteration 9Q: 3 clusters Score -982650.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -982723.875000 Penalty: 4261.136719
	Iteration 10Q: 3 clusters Score -982723.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -982788.562500 Penalty: 4261.136719
	Iteration 11Q: 3 clusters Score -982788.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -982849.875000 Penalty: 4261.136719
	Iteration 12Q: 3 clusters Score -982849.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -982921.375000 Penalty: 4261.136719
	Iteration 13Q: 3 clusters Score -982921.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -983006.000000 Penalty: 4261.136719
	Iteration 14Q: 3 clusters Score -983006 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -983117.437500 Penalty: 4261.136719
	Iteration 15Q: 3 clusters Score -983117.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -983219.062500 Penalty: 4261.136719
	Iteration 16Q: 3 clusters Score -983219.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -983321.125000 Penalty: 4261.136719
	Iteration 17Q: 3 clusters Score -983321.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -983418.875000 Penalty: 4261.136719
	Iteration 18Q: 3 clusters Score -983418.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -983494.562500 Penalty: 4261.136719
	Iteration 19Q: 3 clusters Score -983494.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -983540.437500 Penalty: 4261.136719
	Iteration 20F: 3 clusters Score -983540.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -983573.250000 Penalty: 4261.136719
	Iteration 21Q: 3 clusters Score -983573.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -983597.937500 Penalty: 4261.136719
	Iteration 22Q: 3 clusters Score -983597.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -983611.000000 Penalty: 4261.136719
	Iteration 23Q: 3 clusters Score -983611 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -983616.750000 Penalty: 4261.136719
	Iteration 24Q: 3 clusters Score -983616.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -983621.875000 Penalty: 4261.136719
	Iteration 25Q: 3 clusters Score -983621.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -983625.187500 Penalty: 4261.136719
	Iteration 26Q: 3 clusters Score -983625.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -983626.375000 Penalty: 4261.136719
	Iteration 27Q: 3 clusters Score -983626.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -983627.875000 Penalty: 4261.136719
	Iteration 28Q: 3 clusters Score -983627.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -983629.937500 Penalty: 4261.136719
	Iteration 29Q: 3 clusters Score -983629.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -983630.375000 Penalty: 4261.136719
	Iteration 30Q: 3 clusters Score -983630.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -983631.250000 Penalty: 4261.136719
	Iteration 31Q: 3 clusters Score -983631.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -983632.437500 Penalty: 4261.136719
	Iteration 32Q: 3 clusters Score -983632.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -983632.000000 Penalty: 4261.136719
	Iteration 33Q: 3 clusters Score -983632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -983632.437500 Penalty: 4261.136719
	Iteration 34Q: 3 clusters Score -983632.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -983632.437500 Penalty: 4261.136719
	Iteration 35F: 3 clusters Score -983632.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 44168 members 
Mstep: Class 3 contains 19135 members 
Mstep: Class 4 contains 46459 members 
Mstep: Class 5 contains 45666 members 
Mstep: Class 6 contains 48666 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50765 members 
Mstep: Class 11 contains 47121 members 
Mstep: Class 12 contains 49111 members 
Mstep: Class 13 contains 47798 members 
Mstep: Class 14 contains 45497 members 
Mstep: Class 15 contains 25786 members 
Mstep: Class 16 contains 45774 members 
Mstep: Class 17 contains 47605 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1687 members 
Mstep: Class 21 contains 41293 members 
Mstep: Class 22 contains 5383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111211672.000000 Penalty: 72750.632812
Iteration 159Q: 23 clusters Score -1.112117e+08 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 44167 members 
Mstep: Class 3 contains 19288 members 
Mstep: Class 4 contains 46384 members 
Mstep: Class 5 contains 45648 members 
Mstep: Class 6 contains 48652 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50817 members 
Mstep: Class 11 contains 47110 members 
Mstep: Class 12 contains 49085 members 
Mstep: Class 13 contains 47789 members 
Mstep: Class 14 contains 45483 members 
Mstep: Class 15 contains 25759 members 
Mstep: Class 16 contains 45764 members 
Mstep: Class 17 contains 47635 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1686 members 
Mstep: Class 21 contains 41278 members 
Mstep: Class 22 contains 5369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111211584.000000 Penalty: 72750.632812
Iteration 160F: 23 clusters Score -1.112116e+08 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 44187 members 
Mstep: Class 3 contains 19445 members 
Mstep: Class 4 contains 46378 members 
Mstep: Class 5 contains 45589 members 
Mstep: Class 6 contains 48611 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50859 members 
Mstep: Class 11 contains 47112 members 
Mstep: Class 12 contains 49070 members 
Mstep: Class 13 contains 47773 members 
Mstep: Class 14 contains 45478 members 
Mstep: Class 15 contains 25732 members 
Mstep: Class 16 contains 45740 members 
Mstep: Class 17 contains 47667 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1686 members 
Mstep: Class 21 contains 41242 members 
Mstep: Class 22 contains 5345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111211976.000000 Penalty: 72750.632812
Iteration 161Q: 23 clusters Score -1.11212e+08 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 44183 members 
Mstep: Class 3 contains 19616 members 
Mstep: Class 4 contains 46381 members 
Mstep: Class 5 contains 45573 members 
Mstep: Class 6 contains 48601 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50865 members 
Mstep: Class 11 contains 47115 members 
Mstep: Class 12 contains 49051 members 
Mstep: Class 13 contains 47760 members 
Mstep: Class 14 contains 45480 members 
Mstep: Class 15 contains 25706 members 
Mstep: Class 16 contains 45684 members 
Mstep: Class 17 contains 47692 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1686 members 
Mstep: Class 21 contains 41201 members 
Mstep: Class 22 contains 5320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111212192.000000 Penalty: 72750.632812
Iteration 162Q: 23 clusters Score -1.112122e+08 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 44184 members 
Mstep: Class 3 contains 19780 members 
Mstep: Class 4 contains 46372 members 
Mstep: Class 5 contains 45535 members 
Mstep: Class 6 contains 48557 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50842 members 
Mstep: Class 11 contains 47118 members 
Mstep: Class 12 contains 49096 members 
Mstep: Class 13 contains 47776 members 
Mstep: Class 14 contains 45466 members 
Mstep: Class 15 contains 25684 members 
Mstep: Class 16 contains 45630 members 
Mstep: Class 17 contains 47718 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1684 members 
Mstep: Class 21 contains 41172 members 
Mstep: Class 22 contains 5300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111212064.000000 Penalty: 72750.632812
Iteration 163Q: 23 clusters Score -1.112121e+08 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 44159 members 
Mstep: Class 3 contains 19949 members 
Mstep: Class 4 contains 46376 members 
Mstep: Class 5 contains 45458 members 
Mstep: Class 6 contains 48548 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50811 members 
Mstep: Class 11 contains 47107 members 
Mstep: Class 12 contains 49132 members 
Mstep: Class 13 contains 47799 members 
Mstep: Class 14 contains 45453 members 
Mstep: Class 15 contains 25658 members 
Mstep: Class 16 contains 45596 members 
Mstep: Class 17 contains 47748 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1684 members 
Mstep: Class 21 contains 41156 members 
Mstep: Class 22 contains 5280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111211752.000000 Penalty: 72750.632812
Iteration 164Q: 23 clusters Score -1.112118e+08 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 44141 members 
Mstep: Class 3 contains 20087 members 
Mstep: Class 4 contains 46398 members 
Mstep: Class 5 contains 45425 members 
Mstep: Class 6 contains 48509 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50757 members 
Mstep: Class 11 contains 47121 members 
Mstep: Class 12 contains 49157 members 
Mstep: Class 13 contains 47828 members 
Mstep: Class 14 contains 45433 members 
Mstep: Class 15 contains 25631 members 
Mstep: Class 16 contains 45560 members 
Mstep: Class 17 contains 47763 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1684 members 
Mstep: Class 21 contains 41149 members 
Mstep: Class 22 contains 5271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111211728.000000 Penalty: 72750.632812
Iteration 165Q: 23 clusters Score -1.112117e+08 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 44103 members 
Mstep: Class 3 contains 20231 members 
Mstep: Class 4 contains 46385 members 
Mstep: Class 5 contains 45405 members 
Mstep: Class 6 contains 48522 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50738 members 
Mstep: Class 11 contains 47131 members 
Mstep: Class 12 contains 49169 members 
Mstep: Class 13 contains 47819 members 
Mstep: Class 14 contains 45399 members 
Mstep: Class 15 contains 25614 members 
Mstep: Class 16 contains 45526 members 
Mstep: Class 17 contains 47795 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1685 members 
Mstep: Class 21 contains 41139 members 
Mstep: Class 22 contains 5253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111211736.000000 Penalty: 72750.632812
Iteration 166Q: 23 clusters Score -1.112117e+08 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 44073 members 
Mstep: Class 3 contains 20385 members 
Mstep: Class 4 contains 46373 members 
Mstep: Class 5 contains 45383 members 
Mstep: Class 6 contains 48535 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50694 members 
Mstep: Class 11 contains 47162 members 
Mstep: Class 12 contains 49187 members 
Mstep: Class 13 contains 47828 members 
Mstep: Class 14 contains 45365 members 
Mstep: Class 15 contains 25590 members 
Mstep: Class 16 contains 45469 members 
Mstep: Class 17 contains 47807 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1686 members 
Mstep: Class 21 contains 41137 members 
Mstep: Class 22 contains 5240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111211616.000000 Penalty: 72750.632812
Iteration 167Q: 23 clusters Score -1.112116e+08 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 44050 members 
Mstep: Class 3 contains 20526 members 
Mstep: Class 4 contains 46347 members 
Mstep: Class 5 contains 45377 members 
Mstep: Class 6 contains 48509 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50646 members 
Mstep: Class 11 contains 47166 members 
Mstep: Class 12 contains 49243 members 
Mstep: Class 13 contains 47843 members 
Mstep: Class 14 contains 45335 members 
Mstep: Class 15 contains 25574 members 
Mstep: Class 16 contains 45407 members 
Mstep: Class 17 contains 47838 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1685 members 
Mstep: Class 21 contains 41139 members 
Mstep: Class 22 contains 5228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111211832.000000 Penalty: 72750.632812
Iteration 168Q: 23 clusters Score -1.112118e+08 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 44024 members 
Mstep: Class 3 contains 20641 members 
Mstep: Class 4 contains 46354 members 
Mstep: Class 5 contains 45311 members 
Mstep: Class 6 contains 48507 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50630 members 
Mstep: Class 11 contains 47159 members 
Mstep: Class 12 contains 49288 members 
Mstep: Class 13 contains 47888 members 
Mstep: Class 14 contains 45320 members 
Mstep: Class 15 contains 25560 members 
Mstep: Class 16 contains 45340 members 
Mstep: Class 17 contains 47853 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1684 members 
Mstep: Class 21 contains 41137 members 
Mstep: Class 22 contains 5217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111212120.000000 Penalty: 72750.632812
Iteration 169Q: 23 clusters Score -1.112121e+08 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 43987 members 
Mstep: Class 3 contains 20770 members 
Mstep: Class 4 contains 46352 members 
Mstep: Class 5 contains 45314 members 
Mstep: Class 6 contains 48495 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50602 members 
Mstep: Class 11 contains 47144 members 
Mstep: Class 12 contains 49308 members 
Mstep: Class 13 contains 47906 members 
Mstep: Class 14 contains 45310 members 
Mstep: Class 15 contains 25550 members 
Mstep: Class 16 contains 45269 members 
Mstep: Class 17 contains 47870 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1684 members 
Mstep: Class 21 contains 41134 members 
Mstep: Class 22 contains 5218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111212368.000000 Penalty: 72750.632812
Iteration 170Q: 23 clusters Score -1.112124e+08 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 43981 members 
Mstep: Class 3 contains 20882 members 
Mstep: Class 4 contains 46375 members 
Mstep: Class 5 contains 45345 members 
Mstep: Class 6 contains 48472 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50602 members 
Mstep: Class 11 contains 47140 members 
Mstep: Class 12 contains 49280 members 
Mstep: Class 13 contains 47921 members 
Mstep: Class 14 contains 45279 members 
Mstep: Class 15 contains 25535 members 
Mstep: Class 16 contains 45191 members 
Mstep: Class 17 contains 47889 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1685 members 
Mstep: Class 21 contains 41123 members 
Mstep: Class 22 contains 5212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111212400.000000 Penalty: 72750.632812
Iteration 171Q: 23 clusters Score -1.112124e+08 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 43967 members 
Mstep: Class 3 contains 20989 members 
Mstep: Class 4 contains 46377 members 
Mstep: Class 5 contains 45393 members 
Mstep: Class 6 contains 48439 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50609 members 
Mstep: Class 11 contains 47145 members 
Mstep: Class 12 contains 49242 members 
Mstep: Class 13 contains 47931 members 
Mstep: Class 14 contains 45263 members 
Mstep: Class 15 contains 25529 members 
Mstep: Class 16 contains 45117 members 
Mstep: Class 17 contains 47904 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1684 members 
Mstep: Class 21 contains 41119 members 
Mstep: Class 22 contains 5204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111212608.000000 Penalty: 72750.632812
Iteration 172Q: 23 clusters Score -1.112126e+08 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 43960 members 
Mstep: Class 3 contains 21088 members 
Mstep: Class 4 contains 46339 members 
Mstep: Class 5 contains 45409 members 
Mstep: Class 6 contains 48446 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50608 members 
Mstep: Class 11 contains 47139 members 
Mstep: Class 12 contains 49255 members 
Mstep: Class 13 contains 47918 members 
Mstep: Class 14 contains 45240 members 
Mstep: Class 15 contains 25528 members 
Mstep: Class 16 contains 45074 members 
Mstep: Class 17 contains 47901 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1684 members 
Mstep: Class 21 contains 41123 members 
Mstep: Class 22 contains 5200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111212896.000000 Penalty: 72750.632812
Iteration 173Q: 23 clusters Score -1.112129e+08 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 43962 members 
Mstep: Class 3 contains 21187 members 
Mstep: Class 4 contains 46308 members 
Mstep: Class 5 contains 45442 members 
Mstep: Class 6 contains 48454 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50610 members 
Mstep: Class 11 contains 47125 members 
Mstep: Class 12 contains 49234 members 
Mstep: Class 13 contains 47928 members 
Mstep: Class 14 contains 45203 members 
Mstep: Class 15 contains 25511 members 
Mstep: Class 16 contains 45039 members 
Mstep: Class 17 contains 47908 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1685 members 
Mstep: Class 21 contains 41126 members 
Mstep: Class 22 contains 5191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111213040.000000 Penalty: 72750.632812
Iteration 174Q: 23 clusters Score -1.11213e+08 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 43958 members 
Mstep: Class 3 contains 21290 members 
Mstep: Class 4 contains 46314 members 
Mstep: Class 5 contains 45416 members 
Mstep: Class 6 contains 48421 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50588 members 
Mstep: Class 11 contains 47122 members 
Mstep: Class 12 contains 49233 members 
Mstep: Class 13 contains 47919 members 
Mstep: Class 14 contains 45192 members 
Mstep: Class 15 contains 25509 members 
Mstep: Class 16 contains 45043 members 
Mstep: Class 17 contains 47920 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1685 members 
Mstep: Class 21 contains 41122 members 
Mstep: Class 22 contains 5181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111212800.000000 Penalty: 72750.632812
Iteration 175Q: 23 clusters Score -1.112128e+08 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 43933 members 
Mstep: Class 3 contains 21377 members 
Mstep: Class 4 contains 46338 members 
Mstep: Class 5 contains 45381 members 
Mstep: Class 6 contains 48387 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50570 members 
Mstep: Class 11 contains 47122 members 
Mstep: Class 12 contains 49254 members 
Mstep: Class 13 contains 47910 members 
Mstep: Class 14 contains 45177 members 
Mstep: Class 15 contains 25501 members 
Mstep: Class 16 contains 45062 members 
Mstep: Class 17 contains 47920 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1685 members 
Mstep: Class 21 contains 41116 members 
Mstep: Class 22 contains 5180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111213120.000000 Penalty: 72750.632812
Iteration 176Q: 23 clusters Score -1.112131e+08 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 43904 members 
Mstep: Class 3 contains 21453 members 
Mstep: Class 4 contains 46323 members 
Mstep: Class 5 contains 45398 members 
Mstep: Class 6 contains 48385 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50574 members 
Mstep: Class 11 contains 47102 members 
Mstep: Class 12 contains 49261 members 
Mstep: Class 13 contains 47890 members 
Mstep: Class 14 contains 45190 members 
Mstep: Class 15 contains 25488 members 
Mstep: Class 16 contains 45062 members 
Mstep: Class 17 contains 47906 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1684 members 
Mstep: Class 21 contains 41109 members 
Mstep: Class 22 contains 5184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111213144.000000 Penalty: 72750.632812
Iteration 177Q: 23 clusters Score -1.112131e+08 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 43880 members 
Mstep: Class 3 contains 21522 members 
Mstep: Class 4 contains 46303 members 
Mstep: Class 5 contains 45400 members 
Mstep: Class 6 contains 48388 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50573 members 
Mstep: Class 11 contains 47088 members 
Mstep: Class 12 contains 49230 members 
Mstep: Class 13 contains 47870 members 
Mstep: Class 14 contains 45212 members 
Mstep: Class 15 contains 25483 members 
Mstep: Class 16 contains 45073 members 
Mstep: Class 17 contains 47909 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1684 members 
Mstep: Class 21 contains 41117 members 
Mstep: Class 22 contains 5182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111213160.000000 Penalty: 72750.632812
Iteration 178Q: 23 clusters Score -1.112132e+08 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 43835 members 
Mstep: Class 3 contains 21612 members 
Mstep: Class 4 contains 46262 members 
Mstep: Class 5 contains 45396 members 
Mstep: Class 6 contains 48405 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50570 members 
Mstep: Class 11 contains 47053 members 
Mstep: Class 12 contains 49212 members 
Mstep: Class 13 contains 47853 members 
Mstep: Class 14 contains 45224 members 
Mstep: Class 15 contains 25474 members 
Mstep: Class 16 contains 45114 members 
Mstep: Class 17 contains 47911 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1684 members 
Mstep: Class 21 contains 41128 members 
Mstep: Class 22 contains 5182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111212992.000000 Penalty: 72750.632812
Iteration 179Q: 23 clusters Score -1.11213e+08 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 43803 members 
Mstep: Class 3 contains 21688 members 
Mstep: Class 4 contains 46253 members 
Mstep: Class 5 contains 45357 members 
Mstep: Class 6 contains 48403 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50601 members 
Mstep: Class 11 contains 47051 members 
Mstep: Class 12 contains 49168 members 
Mstep: Class 13 contains 47833 members 
Mstep: Class 14 contains 45225 members 
Mstep: Class 15 contains 25457 members 
Mstep: Class 16 contains 45144 members 
Mstep: Class 17 contains 47930 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1684 members 
Mstep: Class 21 contains 41134 members 
Mstep: Class 22 contains 5184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111212832.000000 Penalty: 72750.632812
Iteration 180F: 23 clusters Score -1.112128e+08 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 43765 members 
Mstep: Class 3 contains 21770 members 
Mstep: Class 4 contains 46243 members 
Mstep: Class 5 contains 45304 members 
Mstep: Class 6 contains 48386 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50641 members 
Mstep: Class 11 contains 47041 members 
Mstep: Class 12 contains 49123 members 
Mstep: Class 13 contains 47857 members 
Mstep: Class 14 contains 45231 members 
Mstep: Class 15 contains 25456 members 
Mstep: Class 16 contains 45161 members 
Mstep: Class 17 contains 47924 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1684 members 
Mstep: Class 21 contains 41147 members 
Mstep: Class 22 contains 5182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111213120.000000 Penalty: 72750.632812
Iteration 181Q: 23 clusters Score -1.112131e+08 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 43730 members 
Mstep: Class 3 contains 21865 members 
Mstep: Class 4 contains 46244 members 
Mstep: Class 5 contains 45244 members 
Mstep: Class 6 contains 48381 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50649 members 
Mstep: Class 11 contains 47008 members 
Mstep: Class 12 contains 49096 members 
Mstep: Class 13 contains 47879 members 
Mstep: Class 14 contains 45231 members 
Mstep: Class 15 contains 25457 members 
Mstep: Class 16 contains 45164 members 
Mstep: Class 17 contains 47931 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1684 members 
Mstep: Class 21 contains 41173 members 
Mstep: Class 22 contains 5180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111213232.000000 Penalty: 72750.632812
Iteration 182Q: 23 clusters Score -1.112132e+08 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 43681 members 
Mstep: Class 3 contains 21938 members 
Mstep: Class 4 contains 46222 members 
Mstep: Class 5 contains 45178 members 
Mstep: Class 6 contains 48418 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50665 members 
Mstep: Class 11 contains 46981 members 
Mstep: Class 12 contains 49073 members 
Mstep: Class 13 contains 47902 members 
Mstep: Class 14 contains 45230 members 
Mstep: Class 15 contains 25452 members 
Mstep: Class 16 contains 45168 members 
Mstep: Class 17 contains 47954 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1684 members 
Mstep: Class 21 contains 41192 members 
Mstep: Class 22 contains 5178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111213304.000000 Penalty: 72750.632812
Iteration 183Q: 23 clusters Score -1.112133e+08 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 43669 members 
Mstep: Class 3 contains 22002 members 
Mstep: Class 4 contains 46222 members 
Mstep: Class 5 contains 45136 members 
Mstep: Class 6 contains 48448 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50709 members 
Mstep: Class 11 contains 46976 members 
Mstep: Class 12 contains 49025 members 
Mstep: Class 13 contains 47893 members 
Mstep: Class 14 contains 45229 members 
Mstep: Class 15 contains 25445 members 
Mstep: Class 16 contains 45175 members 
Mstep: Class 17 contains 47935 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1685 members 
Mstep: Class 21 contains 41195 members 
Mstep: Class 22 contains 5172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111213408.000000 Penalty: 72750.632812
Iteration 184Q: 23 clusters Score -1.112134e+08 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 43634 members 
Mstep: Class 3 contains 22076 members 
Mstep: Class 4 contains 46224 members 
Mstep: Class 5 contains 45105 members 
Mstep: Class 6 contains 48423 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50742 members 
Mstep: Class 11 contains 46960 members 
Mstep: Class 12 contains 49028 members 
Mstep: Class 13 contains 47895 members 
Mstep: Class 14 contains 45218 members 
Mstep: Class 15 contains 25449 members 
Mstep: Class 16 contains 45188 members 
Mstep: Class 17 contains 47937 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1685 members 
Mstep: Class 21 contains 41189 members 
Mstep: Class 22 contains 5163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111213584.000000 Penalty: 72750.632812
Iteration 185Q: 23 clusters Score -1.112136e+08 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 43606 members 
Mstep: Class 3 contains 22155 members 
Mstep: Class 4 contains 46218 members 
Mstep: Class 5 contains 45062 members 
Mstep: Class 6 contains 48421 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50766 members 
Mstep: Class 11 contains 46958 members 
Mstep: Class 12 contains 49015 members 
Mstep: Class 13 contains 47887 members 
Mstep: Class 14 contains 45216 members 
Mstep: Class 15 contains 25462 members 
Mstep: Class 16 contains 45182 members 
Mstep: Class 17 contains 47948 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1684 members 
Mstep: Class 21 contains 41180 members 
Mstep: Class 22 contains 5156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111213520.000000 Penalty: 72750.632812
Iteration 186Q: 23 clusters Score -1.112135e+08 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 43559 members 
Mstep: Class 3 contains 22243 members 
Mstep: Class 4 contains 46261 members 
Mstep: Class 5 contains 45014 members 
Mstep: Class 6 contains 48384 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50774 members 
Mstep: Class 11 contains 46945 members 
Mstep: Class 12 contains 49026 members 
Mstep: Class 13 contains 47909 members 
Mstep: Class 14 contains 45224 members 
Mstep: Class 15 contains 25473 members 
Mstep: Class 16 contains 45180 members 
Mstep: Class 17 contains 47941 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1684 members 
Mstep: Class 21 contains 41152 members 
Mstep: Class 22 contains 5147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111213640.000000 Penalty: 72750.632812
Iteration 187Q: 23 clusters Score -1.112136e+08 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 43522 members 
Mstep: Class 3 contains 22338 members 
Mstep: Class 4 contains 46271 members 
Mstep: Class 5 contains 44984 members 
Mstep: Class 6 contains 48376 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50778 members 
Mstep: Class 11 contains 46945 members 
Mstep: Class 12 contains 49020 members 
Mstep: Class 13 contains 47919 members 
Mstep: Class 14 contains 45251 members 
Mstep: Class 15 contains 25484 members 
Mstep: Class 16 contains 45180 members 
Mstep: Class 17 contains 47912 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1683 members 
Mstep: Class 21 contains 41109 members 
Mstep: Class 22 contains 5144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111213584.000000 Penalty: 72750.632812
Iteration 188Q: 23 clusters Score -1.112136e+08 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 43511 members 
Mstep: Class 3 contains 22455 members 
Mstep: Class 4 contains 46273 members 
Mstep: Class 5 contains 44983 members 
Mstep: Class 6 contains 48373 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50764 members 
Mstep: Class 11 contains 46949 members 
Mstep: Class 12 contains 48999 members 
Mstep: Class 13 contains 47914 members 
Mstep: Class 14 contains 45262 members 
Mstep: Class 15 contains 25487 members 
Mstep: Class 16 contains 45170 members 
Mstep: Class 17 contains 47872 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1682 members 
Mstep: Class 21 contains 41083 members 
Mstep: Class 22 contains 5140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111213704.000000 Penalty: 72750.632812
Iteration 189Q: 23 clusters Score -1.112137e+08 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 43503 members 
Mstep: Class 3 contains 22562 members 
Mstep: Class 4 contains 46290 members 
Mstep: Class 5 contains 44970 members 
Mstep: Class 6 contains 48364 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50750 members 
Mstep: Class 11 contains 46945 members 
Mstep: Class 12 contains 48988 members 
Mstep: Class 13 contains 47897 members 
Mstep: Class 14 contains 45284 members 
Mstep: Class 15 contains 25497 members 
Mstep: Class 16 contains 45141 members 
Mstep: Class 17 contains 47854 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1682 members 
Mstep: Class 21 contains 41050 members 
Mstep: Class 22 contains 5140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111213736.000000 Penalty: 72750.632812
Iteration 190Q: 23 clusters Score -1.112137e+08 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 43514 members 
Mstep: Class 3 contains 22674 members 
Mstep: Class 4 contains 46284 members 
Mstep: Class 5 contains 44941 members 
Mstep: Class 6 contains 48374 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50721 members 
Mstep: Class 11 contains 46961 members 
Mstep: Class 12 contains 48960 members 
Mstep: Class 13 contains 47911 members 
Mstep: Class 14 contains 45293 members 
Mstep: Class 15 contains 25509 members 
Mstep: Class 16 contains 45098 members 
Mstep: Class 17 contains 47848 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1682 members 
Mstep: Class 21 contains 41006 members 
Mstep: Class 22 contains 5141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111213944.000000 Penalty: 72750.632812
Iteration 191Q: 23 clusters Score -1.112139e+08 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 43495 members 
Mstep: Class 3 contains 22808 members 
Mstep: Class 4 contains 46290 members 
Mstep: Class 5 contains 44887 members 
Mstep: Class 6 contains 48351 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50683 members 
Mstep: Class 11 contains 46975 members 
Mstep: Class 12 contains 48950 members 
Mstep: Class 13 contains 47928 members 
Mstep: Class 14 contains 45292 members 
Mstep: Class 15 contains 25528 members 
Mstep: Class 16 contains 45077 members 
Mstep: Class 17 contains 47854 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1682 members 
Mstep: Class 21 contains 40976 members 
Mstep: Class 22 contains 5141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111214120.000000 Penalty: 72750.632812
Iteration 192Q: 23 clusters Score -1.112141e+08 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 43484 members 
Mstep: Class 3 contains 22941 members 
Mstep: Class 4 contains 46301 members 
Mstep: Class 5 contains 44860 members 
Mstep: Class 6 contains 48322 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50673 members 
Mstep: Class 11 contains 47006 members 
Mstep: Class 12 contains 48930 members 
Mstep: Class 13 contains 47949 members 
Mstep: Class 14 contains 45280 members 
Mstep: Class 15 contains 25545 members 
Mstep: Class 16 contains 45021 members 
Mstep: Class 17 contains 47834 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1681 members 
Mstep: Class 21 contains 40950 members 
Mstep: Class 22 contains 5138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111214184.000000 Penalty: 72750.632812
Iteration 193Q: 23 clusters Score -1.112142e+08 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 43481 members 
Mstep: Class 3 contains 23068 members 
Mstep: Class 4 contains 46315 members 
Mstep: Class 5 contains 44814 members 
Mstep: Class 6 contains 48324 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50668 members 
Mstep: Class 11 contains 47008 members 
Mstep: Class 12 contains 48931 members 
Mstep: Class 13 contains 47994 members 
Mstep: Class 14 contains 45248 members 
Mstep: Class 15 contains 25568 members 
Mstep: Class 16 contains 44979 members 
Mstep: Class 17 contains 47771 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1680 members 
Mstep: Class 21 contains 40935 members 
Mstep: Class 22 contains 5131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111214352.000000 Penalty: 72750.632812
Iteration 194Q: 23 clusters Score -1.112144e+08 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 43469 members 
Mstep: Class 3 contains 23204 members 
Mstep: Class 4 contains 46312 members 
Mstep: Class 5 contains 44762 members 
Mstep: Class 6 contains 48317 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50665 members 
Mstep: Class 11 contains 46993 members 
Mstep: Class 12 contains 48916 members 
Mstep: Class 13 contains 48057 members 
Mstep: Class 14 contains 45259 members 
Mstep: Class 15 contains 25569 members 
Mstep: Class 16 contains 44963 members 
Mstep: Class 17 contains 47721 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1679 members 
Mstep: Class 21 contains 40898 members 
Mstep: Class 22 contains 5131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111214616.000000 Penalty: 72750.632812
Iteration 195Q: 23 clusters Score -1.112146e+08 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 43464 members 
Mstep: Class 3 contains 23337 members 
Mstep: Class 4 contains 46337 members 
Mstep: Class 5 contains 44746 members 
Mstep: Class 6 contains 48276 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50668 members 
Mstep: Class 11 contains 46970 members 
Mstep: Class 12 contains 48843 members 
Mstep: Class 13 contains 48113 members 
Mstep: Class 14 contains 45275 members 
Mstep: Class 15 contains 25586 members 
Mstep: Class 16 contains 44943 members 
Mstep: Class 17 contains 47684 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1680 members 
Mstep: Class 21 contains 40863 members 
Mstep: Class 22 contains 5130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111214736.000000 Penalty: 72750.632812
Iteration 196Q: 23 clusters Score -1.112147e+08 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 43428 members 
Mstep: Class 3 contains 23447 members 
Mstep: Class 4 contains 46312 members 
Mstep: Class 5 contains 44735 members 
Mstep: Class 6 contains 48298 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50673 members 
Mstep: Class 11 contains 46969 members 
Mstep: Class 12 contains 48778 members 
Mstep: Class 13 contains 48159 members 
Mstep: Class 14 contains 45282 members 
Mstep: Class 15 contains 25595 members 
Mstep: Class 16 contains 44934 members 
Mstep: Class 17 contains 47660 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1680 members 
Mstep: Class 21 contains 40830 members 
Mstep: Class 22 contains 5135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111214656.000000 Penalty: 72750.632812
Iteration 197Q: 23 clusters Score -1.112147e+08 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 43421 members 
Mstep: Class 3 contains 23544 members 
Mstep: Class 4 contains 46278 members 
Mstep: Class 5 contains 44746 members 
Mstep: Class 6 contains 48304 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50653 members 
Mstep: Class 11 contains 46957 members 
Mstep: Class 12 contains 48749 members 
Mstep: Class 13 contains 48177 members 
Mstep: Class 14 contains 45286 members 
Mstep: Class 15 contains 25606 members 
Mstep: Class 16 contains 44924 members 
Mstep: Class 17 contains 47653 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1681 members 
Mstep: Class 21 contains 40801 members 
Mstep: Class 22 contains 5135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111214712.000000 Penalty: 72750.632812
Iteration 198Q: 23 clusters Score -1.112147e+08 nChanged 1780
Entering ConstructFrom: 
Score: -111214712.000000 Penalty: 72750.632812
Entering ConstructFrom: 
Trying to split cluster 1 (2545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Entering Unmasked Estep 
Score: -430842.000000 Penalty: 1944.787720
	Iteration 0F: 2 clusters Score -430842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -427829.343750 Penalty: 3889.575439
	Iteration 0F: 3 clusters Score -427829.3 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -428452.875000 Penalty: 3889.575439
	Iteration 1F: 3 clusters Score -428452.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -428668.156250 Penalty: 3889.575439
	Iteration 2F: 3 clusters Score -428668.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -428797.625000 Penalty: 3889.575439
	Iteration 3F: 3 clusters Score -428797.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -428901.812500 Penalty: 3889.575439
	Iteration 4Q: 3 clusters Score -428901.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -428987.625000 Penalty: 3889.575439
	Iteration 5Q: 3 clusters Score -428987.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -429073.125000 Penalty: 3889.575439
	Iteration 6Q: 3 clusters Score -429073.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -429165.437500 Penalty: 3889.575439
	Iteration 7Q: 3 clusters Score -429165.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -429257.718750 Penalty: 3889.575439
	Iteration 8Q: 3 clusters Score -429257.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -429321.687500 Penalty: 3889.575439
	Iteration 9Q: 3 clusters Score -429321.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -429374.656250 Penalty: 3889.575439
	Iteration 10Q: 3 clusters Score -429374.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -429415.093750 Penalty: 3889.575439
	Iteration 11Q: 3 clusters Score -429415.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -429456.968750 Penalty: 3889.575439
	Iteration 12Q: 3 clusters Score -429457 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -429507.843750 Penalty: 3889.575439
	Iteration 13Q: 3 clusters Score -429507.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -429585.812500 Penalty: 3889.575439
	Iteration 14Q: 3 clusters Score -429585.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -429682.593750 Penalty: 3889.575439
	Iteration 15Q: 3 clusters Score -429682.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -429931.937500 Penalty: 3889.575439
	Iteration 16Q: 3 clusters Score -429931.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -430257.406250 Penalty: 3889.575439
	Iteration 17Q: 3 clusters Score -430257.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -430449.625000 Penalty: 3889.575439
	Iteration 18Q: 3 clusters Score -430449.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -430559.375000 Penalty: 3889.575439
	Iteration 19Q: 3 clusters Score -430559.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -430642.937500 Penalty: 3889.575439
	Iteration 20F: 3 clusters Score -430642.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -430689.187500 Penalty: 3889.575439
	Iteration 21Q: 3 clusters Score -430689.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -430711.625000 Penalty: 3889.575439
	Iteration 22Q: 3 clusters Score -430711.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -430726.937500 Penalty: 3889.575439
	Iteration 23Q: 3 clusters Score -430726.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -430736.031250 Penalty: 3889.575439
	Iteration 24Q: 3 clusters Score -430736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -430741.562500 Penalty: 3889.575439
	Iteration 25Q: 3 clusters Score -430741.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -430744.500000 Penalty: 3889.575439
	Iteration 26Q: 3 clusters Score -430744.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -430746.937500 Penalty: 3889.575439
	Iteration 27Q: 3 clusters Score -430746.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -430746.937500 Penalty: 3889.575439
	Iteration 28F: 3 clusters Score -430746.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Entering Unmasked Estep 
Score: -7914741.000000 Penalty: 2648.362793
	Iteration 0F: 2 clusters Score -7914741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -7885603.500000 Penalty: 5296.725586
	Iteration 0F: 3 clusters Score -7885604 nChanged 20014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -7896713.500000 Penalty: 5296.725586
	Iteration 1F: 3 clusters Score -7896714 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -7897271.500000 Penalty: 5296.725586
	Iteration 2Q: 3 clusters Score -7897272 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
Score: -7897794.500000 Penalty: 5296.725586
	Iteration 3Q: 3 clusters Score -7897794 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -7898346.500000 Penalty: 5296.725586
	Iteration 4Q: 3 clusters Score -7898346 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -7899181.000000 Penalty: 5296.725586
	Iteration 5Q: 3 clusters Score -7899181 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -7900093.500000 Penalty: 5296.725586
	Iteration 6Q: 3 clusters Score -7900094 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -7901385.500000 Penalty: 5296.725586
	Iteration 7Q: 3 clusters Score -7901386 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -7902893.000000 Penalty: 5296.725586
	Iteration 8F: 3 clusters Score -7902893 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -7904521.500000 Penalty: 5296.725586
	Iteration 9F: 3 clusters Score -7904522 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -7906077.500000 Penalty: 5296.725586
	Iteration 10F: 3 clusters Score -7906078 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -7907265.500000 Penalty: 5296.725586
	Iteration 11F: 3 clusters Score -7907266 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -7907818.000000 Penalty: 5296.725586
	Iteration 12Q: 3 clusters Score -7907818 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -7908152.000000 Penalty: 5296.725586
	Iteration 13Q: 3 clusters Score -7908152 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -7908267.000000 Penalty: 5296.725586
	Iteration 14Q: 3 clusters Score -7908267 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -7908390.000000 Penalty: 5296.725586
	Iteration 15Q: 3 clusters Score -7908390 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -7908496.000000 Penalty: 5296.725586
	Iteration 16Q: 3 clusters Score -7908496 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -7908646.500000 Penalty: 5296.725586
	Iteration 17Q: 3 clusters Score -7908646 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -7908758.500000 Penalty: 5296.725586
	Iteration 18Q: 3 clusters Score -7908758 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 23969 members 
Entering Unmasked Estep 
Score: -7908866.000000 Penalty: 5296.725586
	Iteration 19Q: 3 clusters Score -7908866 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -7908995.500000 Penalty: 5296.725586
	Iteration 20F: 3 clusters Score -7908996 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 24872 members 
Entering Unmasked Estep 
Score: -7909157.500000 Penalty: 5296.725586
	Iteration 21Q: 3 clusters Score -7909158 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -7909346.500000 Penalty: 5296.725586
	Iteration 22Q: 3 clusters Score -7909346 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -7909490.500000 Penalty: 5296.725586
	Iteration 23Q: 3 clusters Score -7909490 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -7909695.500000 Penalty: 5296.725586
	Iteration 24Q: 3 clusters Score -7909696 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -7909928.000000 Penalty: 5296.725586
	Iteration 25Q: 3 clusters Score -7909928 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -7910170.500000 Penalty: 5296.725586
	Iteration 26Q: 3 clusters Score -7910170 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 28137 members 
Entering Unmasked Estep 
Score: -7910419.500000 Penalty: 5296.725586
	Iteration 27Q: 3 clusters Score -7910420 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -7910620.500000 Penalty: 5296.725586
	Iteration 28Q: 3 clusters Score -7910620 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -7910774.000000 Penalty: 5296.725586
	Iteration 29Q: 3 clusters Score -7910774 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -7910917.500000 Penalty: 5296.725586
	Iteration 30Q: 3 clusters Score -7910918 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -7911009.500000 Penalty: 5296.725586
	Iteration 31Q: 3 clusters Score -7911010 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 30380 members 
Entering Unmasked Estep 
Score: -7911090.000000 Penalty: 5296.725586
	Iteration 32Q: 3 clusters Score -7911090 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -7911170.000000 Penalty: 5296.725586
	Iteration 33Q: 3 clusters Score -7911170 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -7911268.000000 Penalty: 5296.725586
	Iteration 34Q: 3 clusters Score -7911268 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -7911363.000000 Penalty: 5296.725586
	Iteration 35Q: 3 clusters Score -7911363 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -7911402.000000 Penalty: 5296.725586
	Iteration 36Q: 3 clusters Score -7911402 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -7911508.500000 Penalty: 5296.725586
	Iteration 37Q: 3 clusters Score -7911508 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -7911602.500000 Penalty: 5296.725586
	Iteration 38Q: 3 clusters Score -7911602 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -7911672.500000 Penalty: 5296.725586
	Iteration 39Q: 3 clusters Score -7911672 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -7911766.500000 Penalty: 5296.725586
	Iteration 40F: 3 clusters Score -7911766 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -7911824.000000 Penalty: 5296.725586
	Iteration 41Q: 3 clusters Score -7911824 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9682 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -7911879.500000 Penalty: 5296.725586
	Iteration 42Q: 3 clusters Score -7911880 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -7911964.500000 Penalty: 5296.725586
	Iteration 43Q: 3 clusters Score -7911964 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 34371 members 
Entering Unmasked Estep 
Score: -7912033.500000 Penalty: 5296.725586
	Iteration 44Q: 3 clusters Score -7912034 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -7912100.500000 Penalty: 5296.725586
	Iteration 45Q: 3 clusters Score -7912100 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 35004 members 
Entering Unmasked Estep 
Score: -7912160.500000 Penalty: 5296.725586
	Iteration 46Q: 3 clusters Score -7912160 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -7912219.500000 Penalty: 5296.725586
	Iteration 47Q: 3 clusters Score -7912220 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 35587 members 
Entering Unmasked Estep 
Score: -7912291.000000 Penalty: 5296.725586
	Iteration 48Q: 3 clusters Score -7912291 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -7912335.000000 Penalty: 5296.725586
	Iteration 49Q: 3 clusters Score -7912335 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -7912418.000000 Penalty: 5296.725586
	Iteration 50Q: 3 clusters Score -7912418 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 36548 members 
Entering Unmasked Estep 
Score: -7912495.500000 Penalty: 5296.725586
	Iteration 51Q: 3 clusters Score -7912496 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 36877 members 
Entering Unmasked Estep 
Score: -7912569.000000 Penalty: 5296.725586
	Iteration 52Q: 3 clusters Score -7912569 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 37175 members 
Entering Unmasked Estep 
Score: -7912573.000000 Penalty: 5296.725586
	Iteration 53Q: 3 clusters Score -7912573 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -7912604.500000 Penalty: 5296.725586
	Iteration 54Q: 3 clusters Score -7912604 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -7912634.000000 Penalty: 5296.725586
	Iteration 55Q: 3 clusters Score -7912634 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -7912682.500000 Penalty: 5296.725586
	Iteration 56Q: 3 clusters Score -7912682 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -7912705.500000 Penalty: 5296.725586
	Iteration 57Q: 3 clusters Score -7912706 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 38620 members 
Entering Unmasked Estep 
Score: -7912748.000000 Penalty: 5296.725586
	Iteration 58Q: 3 clusters Score -7912748 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -7912774.500000 Penalty: 5296.725586
	Iteration 59Q: 3 clusters Score -7912774 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 39070 members 
Entering Unmasked Estep 
Score: -7912837.000000 Penalty: 5296.725586
	Iteration 60F: 3 clusters Score -7912837 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -7912854.000000 Penalty: 5296.725586
	Iteration 61Q: 3 clusters Score -7912854 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -7912894.000000 Penalty: 5296.725586
	Iteration 62Q: 3 clusters Score -7912894 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 39689 members 
Entering Unmasked Estep 
Score: -7912916.000000 Penalty: 5296.725586
	Iteration 63Q: 3 clusters Score -7912916 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 39906 members 
Entering Unmasked Estep 
Score: -7912931.500000 Penalty: 5296.725586
	Iteration 64Q: 3 clusters Score -7912932 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -7912965.500000 Penalty: 5296.725586
	Iteration 65Q: 3 clusters Score -7912966 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 40269 members 
Entering Unmasked Estep 
Score: -7912993.000000 Penalty: 5296.725586
	Iteration 66Q: 3 clusters Score -7912993 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -7913035.500000 Penalty: 5296.725586
	Iteration 67Q: 3 clusters Score -7913036 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -7913047.500000 Penalty: 5296.725586
	Iteration 68Q: 3 clusters Score -7913048 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 40732 members 
Entering Unmasked Estep 
Score: -7913043.000000 Penalty: 5296.725586
	Iteration 69Q: 3 clusters Score -7913043 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 40853 members 
Entering Unmasked Estep 
Score: -7913044.000000 Penalty: 5296.725586
	Iteration 70Q: 3 clusters Score -7913044 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 40962 members 
Entering Unmasked Estep 
Score: -7913057.000000 Penalty: 5296.725586
	Iteration 71Q: 3 clusters Score -7913057 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -7913052.500000 Penalty: 5296.725586
	Iteration 72Q: 3 clusters Score -7913052 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 41174 members 
Entering Unmasked Estep 
Score: -7913051.000000 Penalty: 5296.725586
	Iteration 73Q: 3 clusters Score -7913051 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -7913037.000000 Penalty: 5296.725586
	Iteration 74Q: 3 clusters Score -7913037 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 41360 members 
Entering Unmasked Estep 
Score: -7913034.000000 Penalty: 5296.725586
	Iteration 75Q: 3 clusters Score -7913034 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -7913060.000000 Penalty: 5296.725586
	Iteration 76Q: 3 clusters Score -7913060 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 41524 members 
Entering Unmasked Estep 
Score: -7913068.500000 Penalty: 5296.725586
	Iteration 77Q: 3 clusters Score -7913068 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -7913048.500000 Penalty: 5296.725586
	Iteration 78Q: 3 clusters Score -7913048 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 41632 members 
Entering Unmasked Estep 
Score: -7913038.000000 Penalty: 5296.725586
	Iteration 79Q: 3 clusters Score -7913038 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -7913050.500000 Penalty: 5296.725586
	Iteration 80F: 3 clusters Score -7913050 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -7913050.500000 Penalty: 5296.725586
	Iteration 81Q: 3 clusters Score -7913050 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -7913057.500000 Penalty: 5296.725586
	Iteration 82Q: 3 clusters Score -7913058 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -7913047.000000 Penalty: 5296.725586
	Iteration 83Q: 3 clusters Score -7913047 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -7913044.000000 Penalty: 5296.725586
	Iteration 84Q: 3 clusters Score -7913044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 41841 members 
Entering Unmasked Estep 
Score: -7913052.000000 Penalty: 5296.725586
	Iteration 85Q: 3 clusters Score -7913052 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -7913055.000000 Penalty: 5296.725586
	Iteration 86Q: 3 clusters Score -7913055 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 41885 members 
Entering Unmasked Estep 
Score: -7913055.500000 Penalty: 5296.725586
	Iteration 87Q: 3 clusters Score -7913056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 41910 members 
Entering Unmasked Estep 
Score: -7913053.000000 Penalty: 5296.725586
	Iteration 88Q: 3 clusters Score -7913053 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 41933 members 
Entering Unmasked Estep 
Score: -7913058.000000 Penalty: 5296.725586
	Iteration 89Q: 3 clusters Score -7913058 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 41956 members 
Entering Unmasked Estep 
Score: -7913050.500000 Penalty: 5296.725586
	Iteration 90Q: 3 clusters Score -7913050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 41973 members 
Entering Unmasked Estep 
Score: -7913044.000000 Penalty: 5296.725586
	Iteration 91Q: 3 clusters Score -7913044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -7913043.000000 Penalty: 5296.725586
	Iteration 92Q: 3 clusters Score -7913043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 42004 members 
Entering Unmasked Estep 
Score: -7913043.500000 Penalty: 5296.725586
	Iteration 93Q: 3 clusters Score -7913044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -7913035.000000 Penalty: 5296.725586
	Iteration 94Q: 3 clusters Score -7913035 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -7913037.000000 Penalty: 5296.725586
	Iteration 95Q: 3 clusters Score -7913037 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 42053 members 
Entering Unmasked Estep 
Score: -7913034.000000 Penalty: 5296.725586
	Iteration 96Q: 3 clusters Score -7913034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 42075 members 
Entering Unmasked Estep 
Score: -7913026.000000 Penalty: 5296.725586
	Iteration 97Q: 3 clusters Score -7913026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -7913020.500000 Penalty: 5296.725586
	Iteration 98Q: 3 clusters Score -7913020 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
Score: -7913024.000000 Penalty: 5296.725586
	Iteration 99Q: 3 clusters Score -7913024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -7913025.000000 Penalty: 5296.725586
	Iteration 100F: 3 clusters Score -7913025 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -7913033.500000 Penalty: 5296.725586
	Iteration 101Q: 3 clusters Score -7913034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -7913023.500000 Penalty: 5296.725586
	Iteration 102Q: 3 clusters Score -7913024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -7913019.000000 Penalty: 5296.725586
	Iteration 103Q: 3 clusters Score -7913019 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 42208 members 
Entering Unmasked Estep 
Score: -7913023.000000 Penalty: 5296.725586
	Iteration 104Q: 3 clusters Score -7913023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 42221 members 
Entering Unmasked Estep 
Score: -7913023.000000 Penalty: 5296.725586
	Iteration 105Q: 3 clusters Score -7913023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -7913015.500000 Penalty: 5296.725586
	Iteration 106Q: 3 clusters Score -7913016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
Score: -7913018.000000 Penalty: 5296.725586
	Iteration 107Q: 3 clusters Score -7913018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
Score: -7913021.000000 Penalty: 5296.725586
	Iteration 108Q: 3 clusters Score -7913021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 42248 members 
Entering Unmasked Estep 
Score: -7913007.000000 Penalty: 5296.725586
	Iteration 109Q: 3 clusters Score -7913007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -7913010.500000 Penalty: 5296.725586
	Iteration 110Q: 3 clusters Score -7913010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -7913008.000000 Penalty: 5296.725586
	Iteration 111Q: 3 clusters Score -7913008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 42264 members 
Entering Unmasked Estep 
Score: -7913003.000000 Penalty: 5296.725586
	Iteration 112Q: 3 clusters Score -7913003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -7913003.000000 Penalty: 5296.725586
	Iteration 113Q: 3 clusters Score -7913003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -7913006.000000 Penalty: 5296.725586
	Iteration 114Q: 3 clusters Score -7913006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -7912998.000000 Penalty: 5296.725586
	Iteration 115Q: 3 clusters Score -7912998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 42281 members 
Entering Unmasked Estep 
Score: -7913001.500000 Penalty: 5296.725586
	Iteration 116Q: 3 clusters Score -7913002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -7912993.000000 Penalty: 5296.725586
	Iteration 117Q: 3 clusters Score -7912993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -7913000.500000 Penalty: 5296.725586
	Iteration 118Q: 3 clusters Score -7913000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -7912995.000000 Penalty: 5296.725586
	Iteration 119Q: 3 clusters Score -7912995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -7913001.000000 Penalty: 5296.725586
	Iteration 120F: 3 clusters Score -7913001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -7913008.000000 Penalty: 5296.725586
	Iteration 121Q: 3 clusters Score -7913008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -7913012.000000 Penalty: 5296.725586
	Iteration 122Q: 3 clusters Score -7913012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -7913012.000000 Penalty: 5296.725586
	Iteration 123F: 3 clusters Score -7913012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Entering Unmasked Estep 
Score: -4309180.500000 Penalty: 2497.479980
	Iteration 0F: 2 clusters Score -4309180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -4292846.500000 Penalty: 4994.959961
	Iteration 0F: 3 clusters Score -4292846 nChanged 10385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -4298341.500000 Penalty: 4994.959961
	Iteration 1F: 3 clusters Score -4298342 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -4298733.500000 Penalty: 4994.959961
	Iteration 2F: 3 clusters Score -4298734 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -4299064.500000 Penalty: 4994.959961
	Iteration 3Q: 3 clusters Score -4299064 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -4299375.500000 Penalty: 4994.959961
	Iteration 4Q: 3 clusters Score -4299376 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -4299649.000000 Penalty: 4994.959961
	Iteration 5Q: 3 clusters Score -4299649 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -4299956.500000 Penalty: 4994.959961
	Iteration 6Q: 3 clusters Score -4299956 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -4300434.000000 Penalty: 4994.959961
	Iteration 7Q: 3 clusters Score -4300434 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -4301150.500000 Penalty: 4994.959961
	Iteration 8Q: 3 clusters Score -4301150 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -4302103.500000 Penalty: 4994.959961
	Iteration 9F: 3 clusters Score -4302104 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -4303113.000000 Penalty: 4994.959961
	Iteration 10F: 3 clusters Score -4303113 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -4304154.500000 Penalty: 4994.959961
	Iteration 11F: 3 clusters Score -4304154 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -4305143.000000 Penalty: 4994.959961
	Iteration 12F: 3 clusters Score -4305143 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -4305923.500000 Penalty: 4994.959961
	Iteration 13F: 3 clusters Score -4305924 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -4306477.000000 Penalty: 4994.959961
	Iteration 14Q: 3 clusters Score -4306477 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -4306922.500000 Penalty: 4994.959961
	Iteration 15Q: 3 clusters Score -4306922 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -4307310.000000 Penalty: 4994.959961
	Iteration 16Q: 3 clusters Score -4307310 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -4307650.500000 Penalty: 4994.959961
	Iteration 17Q: 3 clusters Score -4307650 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -4307917.000000 Penalty: 4994.959961
	Iteration 18Q: 3 clusters Score -4307917 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -4308047.000000 Penalty: 4994.959961
	Iteration 19Q: 3 clusters Score -4308047 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -4308114.000000 Penalty: 4994.959961
	Iteration 20F: 3 clusters Score -4308114 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -4308144.000000 Penalty: 4994.959961
	Iteration 21Q: 3 clusters Score -4308144 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -4308186.000000 Penalty: 4994.959961
	Iteration 22Q: 3 clusters Score -4308186 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -4308195.000000 Penalty: 4994.959961
	Iteration 23Q: 3 clusters Score -4308195 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -4308194.000000 Penalty: 4994.959961
	Iteration 24Q: 3 clusters Score -4308194 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -4308199.000000 Penalty: 4994.959961
	Iteration 25Q: 3 clusters Score -4308199 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -4308208.000000 Penalty: 4994.959961
	Iteration 26Q: 3 clusters Score -4308208 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -4308210.000000 Penalty: 4994.959961
	Iteration 27Q: 3 clusters Score -4308210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -4308209.000000 Penalty: 4994.959961
	Iteration 28Q: 3 clusters Score -4308209 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -4308217.500000 Penalty: 4994.959961
	Iteration 29Q: 3 clusters Score -4308218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -4308221.500000 Penalty: 4994.959961
	Iteration 30Q: 3 clusters Score -4308222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -4308221.000000 Penalty: 4994.959961
	Iteration 31Q: 3 clusters Score -4308221 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -4308233.500000 Penalty: 4994.959961
	Iteration 32Q: 3 clusters Score -4308234 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -4308242.500000 Penalty: 4994.959961
	Iteration 33Q: 3 clusters Score -4308242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -4308245.500000 Penalty: 4994.959961
	Iteration 34Q: 3 clusters Score -4308246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -4308244.500000 Penalty: 4994.959961
	Iteration 35Q: 3 clusters Score -4308244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -4308242.500000 Penalty: 4994.959961
	Iteration 36Q: 3 clusters Score -4308242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -4308243.500000 Penalty: 4994.959961
	Iteration 37Q: 3 clusters Score -4308244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -4308240.500000 Penalty: 4994.959961
	Iteration 38Q: 3 clusters Score -4308240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -4308242.500000 Penalty: 4994.959961
	Iteration 39Q: 3 clusters Score -4308242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -4308242.000000 Penalty: 4994.959961
	Iteration 40F: 3 clusters Score -4308242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -4308252.000000 Penalty: 4994.959961
	Iteration 41Q: 3 clusters Score -4308252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -4308251.500000 Penalty: 4994.959961
	Iteration 42Q: 3 clusters Score -4308252 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -4308250.000000 Penalty: 4994.959961
	Iteration 43Q: 3 clusters Score -4308250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -4308247.500000 Penalty: 4994.959961
	Iteration 44Q: 3 clusters Score -4308248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -4308243.500000 Penalty: 4994.959961
	Iteration 45Q: 3 clusters Score -4308244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -4308246.500000 Penalty: 4994.959961
	Iteration 46Q: 3 clusters Score -4308246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18798 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -4308243.500000 Penalty: 4994.959961
	Iteration 47Q: 3 clusters Score -4308244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -4308244.500000 Penalty: 4994.959961
	Iteration 48Q: 3 clusters Score -4308244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -4308246.000000 Penalty: 4994.959961
	Iteration 49Q: 3 clusters Score -4308246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -4308245.500000 Penalty: 4994.959961
	Iteration 50Q: 3 clusters Score -4308246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -4308245.500000 Penalty: 4994.959961
	Iteration 51F: 3 clusters Score -4308246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Entering Unmasked Estep 
Score: -8557134.000000 Penalty: 2663.836426
	Iteration 0F: 2 clusters Score -8557134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -8527725.000000 Penalty: 5327.672852
	Iteration 0F: 3 clusters Score -8527725 nChanged 21289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -8539802.000000 Penalty: 5327.672852
	Iteration 1F: 3 clusters Score -8539802 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -8540425.000000 Penalty: 5327.672852
	Iteration 2Q: 3 clusters Score -8540425 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -8541057.000000 Penalty: 5327.672852
	Iteration 3Q: 3 clusters Score -8541057 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -8541870.000000 Penalty: 5327.672852
	Iteration 4Q: 3 clusters Score -8541870 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -8543038.000000 Penalty: 5327.672852
	Iteration 5Q: 3 clusters Score -8543038 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -8544670.000000 Penalty: 5327.672852
	Iteration 6F: 3 clusters Score -8544670 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -8546871.000000 Penalty: 5327.672852
	Iteration 7F: 3 clusters Score -8546871 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -8549381.000000 Penalty: 5327.672852
	Iteration 8F: 3 clusters Score -8549381 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -8551461.000000 Penalty: 5327.672852
	Iteration 9F: 3 clusters Score -8551461 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41693 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -8552901.000000 Penalty: 5327.672852
	Iteration 10Q: 3 clusters Score -8552901 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43041 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -8553816.000000 Penalty: 5327.672852
	Iteration 11Q: 3 clusters Score -8553816 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -8554338.000000 Penalty: 5327.672852
	Iteration 12Q: 3 clusters Score -8554338 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -8554581.000000 Penalty: 5327.672852
	Iteration 13Q: 3 clusters Score -8554581 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -8554712.000000 Penalty: 5327.672852
	Iteration 14Q: 3 clusters Score -8554712 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45201 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -8554768.000000 Penalty: 5327.672852
	Iteration 15Q: 3 clusters Score -8554768 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -8554802.000000 Penalty: 5327.672852
	Iteration 16Q: 3 clusters Score -8554802 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8554882.000000 Penalty: 5327.672852
	Iteration 17Q: 3 clusters Score -8554882 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45521 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -8554916.000000 Penalty: 5327.672852
	Iteration 18Q: 3 clusters Score -8554916 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -8554938.000000 Penalty: 5327.672852
	Iteration 19Q: 3 clusters Score -8554938 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45593 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -8554962.000000 Penalty: 5327.672852
	Iteration 20F: 3 clusters Score -8554962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45611 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -8554986.000000 Penalty: 5327.672852
	Iteration 21Q: 3 clusters Score -8554986 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45633 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -8554990.000000 Penalty: 5327.672852
	Iteration 22Q: 3 clusters Score -8554990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45642 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -8554992.000000 Penalty: 5327.672852
	Iteration 23Q: 3 clusters Score -8554992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8554997.000000 Penalty: 5327.672852
	Iteration 24Q: 3 clusters Score -8554997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8555005.000000 Penalty: 5327.672852
	Iteration 25Q: 3 clusters Score -8555005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45666 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -8555009.000000 Penalty: 5327.672852
	Iteration 26Q: 3 clusters Score -8555009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45675 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8555012.000000 Penalty: 5327.672852
	Iteration 27Q: 3 clusters Score -8555012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45676 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -8555014.000000 Penalty: 5327.672852
	Iteration 28Q: 3 clusters Score -8555014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45678 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -8555021.000000 Penalty: 5327.672852
	Iteration 29Q: 3 clusters Score -8555021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45678 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -8555024.000000 Penalty: 5327.672852
	Iteration 30Q: 3 clusters Score -8555024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45680 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -8555023.000000 Penalty: 5327.672852
	Iteration 31Q: 3 clusters Score -8555023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45682 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8555026.000000 Penalty: 5327.672852
	Iteration 32Q: 3 clusters Score -8555026 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45682 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8555026.000000 Penalty: 5327.672852
	Iteration 33F: 3 clusters Score -8555026 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44735 members 
Entering Unmasked Estep 
Score: -8258970.500000 Penalty: 2655.710938
	Iteration 0F: 2 clusters Score -8258970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -8230781.000000 Penalty: 5311.421875
	Iteration 0F: 3 clusters Score -8230781 nChanged 20459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -8242257.500000 Penalty: 5311.421875
	Iteration 1F: 3 clusters Score -8242258 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -8242980.000000 Penalty: 5311.421875
	Iteration 2Q: 3 clusters Score -8242980 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -8243910.000000 Penalty: 5311.421875
	Iteration 3Q: 3 clusters Score -8243910 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -8245434.000000 Penalty: 5311.421875
	Iteration 4F: 3 clusters Score -8245434 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -8247863.000000 Penalty: 5311.421875
	Iteration 5F: 3 clusters Score -8247863 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -8251210.000000 Penalty: 5311.421875
	Iteration 6F: 3 clusters Score -8251210 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -8254233.500000 Penalty: 5311.421875
	Iteration 7F: 3 clusters Score -8254234 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -8255882.000000 Penalty: 5311.421875
	Iteration 8F: 3 clusters Score -8255882 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 44129 members 
Entering Unmasked Estep 
Score: -8256402.000000 Penalty: 5311.421875
	Iteration 9Q: 3 clusters Score -8256402 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -8256553.500000 Penalty: 5311.421875
	Iteration 10Q: 3 clusters Score -8256554 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -8256663.500000 Penalty: 5311.421875
	Iteration 11Q: 3 clusters Score -8256664 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -8256713.500000 Penalty: 5311.421875
	Iteration 12Q: 3 clusters Score -8256714 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -8256752.000000 Penalty: 5311.421875
	Iteration 13Q: 3 clusters Score -8256752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 44521 members 
Entering Unmasked Estep 
Score: -8256755.000000 Penalty: 5311.421875
	Iteration 14Q: 3 clusters Score -8256755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 44523 members 
Entering Unmasked Estep 
Score: -8256763.000000 Penalty: 5311.421875
	Iteration 15Q: 3 clusters Score -8256763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -8256764.500000 Penalty: 5311.421875
	Iteration 16Q: 3 clusters Score -8256764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -8256770.000000 Penalty: 5311.421875
	Iteration 17Q: 3 clusters Score -8256770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -8256774.500000 Penalty: 5311.421875
	Iteration 18Q: 3 clusters Score -8256774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -8256781.000000 Penalty: 5311.421875
	Iteration 19Q: 3 clusters Score -8256781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -8256781.500000 Penalty: 5311.421875
	Iteration 20F: 3 clusters Score -8256782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 44529 members 
Entering Unmasked Estep 
Score: -8256779.500000 Penalty: 5311.421875
	Iteration 21Q: 3 clusters Score -8256780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -8256785.500000 Penalty: 5311.421875
	Iteration 22Q: 3 clusters Score -8256786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -8256786.500000 Penalty: 5311.421875
	Iteration 23Q: 3 clusters Score -8256786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -8256785.000000 Penalty: 5311.421875
	Iteration 24Q: 3 clusters Score -8256785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -8256785.000000 Penalty: 5311.421875
	Iteration 25F: 3 clusters Score -8256785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (48302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48302 members 
Entering Unmasked Estep 
Score: -8903269.000000 Penalty: 2674.736816
	Iteration 0F: 2 clusters Score -8903269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -8872809.000000 Penalty: 5349.473633
	Iteration 0F: 3 clusters Score -8872809 nChanged 22228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 23546 members 
Entering Unmasked Estep 
Score: -8885263.000000 Penalty: 5349.473633
	Iteration 1F: 3 clusters Score -8885263 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -8885993.000000 Penalty: 5349.473633
	Iteration 2Q: 3 clusters Score -8885993 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -8886761.000000 Penalty: 5349.473633
	Iteration 3Q: 3 clusters Score -8886761 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -8887598.000000 Penalty: 5349.473633
	Iteration 4Q: 3 clusters Score -8887598 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -8888450.000000 Penalty: 5349.473633
	Iteration 5Q: 3 clusters Score -8888450 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -8889511.000000 Penalty: 5349.473633
	Iteration 6Q: 3 clusters Score -8889511 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -8890899.000000 Penalty: 5349.473633
	Iteration 7F: 3 clusters Score -8890899 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -8892588.000000 Penalty: 5349.473633
	Iteration 8F: 3 clusters Score -8892588 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -8894330.000000 Penalty: 5349.473633
	Iteration 9F: 3 clusters Score -8894330 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -8895707.000000 Penalty: 5349.473633
	Iteration 10Q: 3 clusters Score -8895707 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -8896432.000000 Penalty: 5349.473633
	Iteration 11Q: 3 clusters Score -8896432 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 15331 members 
Entering Unmasked Estep 
Score: -8896813.000000 Penalty: 5349.473633
	Iteration 12Q: 3 clusters Score -8896813 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -8897104.000000 Penalty: 5349.473633
	Iteration 13Q: 3 clusters Score -8897104 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -8897419.000000 Penalty: 5349.473633
	Iteration 14Q: 3 clusters Score -8897419 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -8897730.000000 Penalty: 5349.473633
	Iteration 15Q: 3 clusters Score -8897730 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -8898057.000000 Penalty: 5349.473633
	Iteration 16Q: 3 clusters Score -8898057 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8898344 nChanged 689
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8898649 nChanged 672
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8898925 nChanged 669
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8899214 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8899479 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8899764 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8899944 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -8900108.000000 Penalty: 5349.473633
	Iteration 24Q: 3 clusters Score -8900108 nChanged 468
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39546 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8900309 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8900517 nChanged 368
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8900623 nChanged 346
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8900720 nChanged 318
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8900808 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41418 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8900896 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8900973 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -8901003.000000 Penalty: 5349.473633
	Iteration 33Q: 3 clusters Score -8901003 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8901107 nChanged 248
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -8901138.000000 Penalty: 5349.473633
	Iteration 35Q: 3 clusters Score -8901138 nChanged 205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -8901205.000000 Penalty: 5349.473633
	Iteration 36Q: 3 clusters Score -8901205 nChanged 206
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8901262 nChanged 224
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8901323 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43317 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8901329 nChanged 209
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8901373 nChanged 182
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43706 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8901377 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8901395 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -8901403.000000 Penalty: 5349.473633
	Iteration 43Q: 3 clusters Score -8901403 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44158 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8901404 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44256 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8901429 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8901417 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44443 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -8901421.000000 Penalty: 5349.473633
	Iteration 47Q: 3 clusters Score -8901421 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44550 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8901447 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8901462 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44752 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8901476 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44858 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8901497 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8901506 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45085 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8901483 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8901512 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45294 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8901511 nChanged 104
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8901527 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8901535 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8901536 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45630 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8901532 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45701 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8901499 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8901516 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45816 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -8901514.000000 Penalty: 5349.473633
	Iteration 62Q: 3 clusters Score -8901514 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45876 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8901493 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45935 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8901483 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45980 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8901474 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46028 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8901468 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8901461 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46130 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8901452 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46172 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8901441 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46206 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8901435 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46240 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8901419 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46263 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8901427 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46282 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -8901424.000000 Penalty: 5349.473633
	Iteration 73Q: 3 clusters Score -8901424 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46299 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -8901426.000000 Penalty: 5349.473633
	Iteration 74Q: 3 clusters Score -8901426 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46315 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -8901409.000000 Penalty: 5349.473633
	Iteration 75Q: 3 clusters Score -8901409 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46327 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8901419 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46339 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8901416 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46356 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -8901425.000000 Penalty: 5349.473633
	Iteration 78Q: 3 clusters Score -8901425 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -8901421.000000 Penalty: 5349.473633
	Iteration 79Q: 3 clusters Score -8901421 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -8901403.000000 Penalty: 5349.473633
	Iteration 80F: 3 clusters Score -8901403 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -8901413.000000 Penalty: 5349.473633
	Iteration 81Q: 3 clusters Score -8901413 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46434 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -8901417.000000 Penalty: 5349.473633
	Iteration 82Q: 3 clusters Score -8901417 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8901413 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46467 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8901413 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46484 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8901403 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46497 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8901413 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46513 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -8901421.000000 Penalty: 5349.473633
	Iteration 87Q: 3 clusters Score -8901421 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46536 members 
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Entering Unmasked Estep 
Score: -8901406.000000 Penalty: 5349.473633
	Iteration 88Q: 3 clusters Score -8901406 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46555 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8901402 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46581 members 
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Entering Unmasked Estep 
Score: -8901411.000000 Penalty: 5349.473633
	Iteration 90Q: 3 clusters Score -8901411 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8901406 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46627 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8901410 nChanged 23
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Mstep: Class 1 contains 46646 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8901416 nChanged 21
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8901422 nChanged 20
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Mstep: Class 1 contains 46685 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8901420 nChanged 16
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Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8901419 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -8901418.000000 Penalty: 5349.473633
	Iteration 97Q: 3 clusters Score -8901418 nChanged 16
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Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8901416 nChanged 15
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8901431 nChanged 10
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Entering Unmasked Estep 
Score: -8901434.000000 Penalty: 5349.473633
	Iteration 100F: 3 clusters Score -8901434 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8901439 nChanged 18
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8901430 nChanged 14
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Mstep: Class 1 contains 46785 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8901435 nChanged 10
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Mstep: Class 1 contains 46795 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8901434 nChanged 12
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Mstep: Class 1 contains 46807 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8901451 nChanged 9
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8901439 nChanged 12
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8901442 nChanged 12
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8901437 nChanged 14
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8901441 nChanged 15
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8901443 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46886 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -8901441.000000 Penalty: 5349.473633
	Iteration 111Q: 3 clusters Score -8901441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46900 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -8901437.000000 Penalty: 5349.473633
	Iteration 112Q: 3 clusters Score -8901437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46912 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -8901446.000000 Penalty: 5349.473633
	Iteration 113Q: 3 clusters Score -8901446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46927 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -8901440.000000 Penalty: 5349.473633
	Iteration 114Q: 3 clusters Score -8901440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -8901448.000000 Penalty: 5349.473633
	Iteration 115Q: 3 clusters Score -8901448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46940 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -8901449.000000 Penalty: 5349.473633
	Iteration 116Q: 3 clusters Score -8901449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -8901446.000000 Penalty: 5349.473633
	Iteration 117Q: 3 clusters Score -8901446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46949 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -8901442.000000 Penalty: 5349.473633
	Iteration 118Q: 3 clusters Score -8901442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -8901444.000000 Penalty: 5349.473633
	Iteration 119Q: 3 clusters Score -8901444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46956 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -8901438.000000 Penalty: 5349.473633
	Iteration 120F: 3 clusters Score -8901438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -8901440.000000 Penalty: 5349.473633
	Iteration 121Q: 3 clusters Score -8901440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46966 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -8901437.000000 Penalty: 5349.473633
	Iteration 122Q: 3 clusters Score -8901437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46970 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -8901423.000000 Penalty: 5349.473633
	Iteration 123Q: 3 clusters Score -8901423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46973 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -8901415.000000 Penalty: 5349.473633
	Iteration 124Q: 3 clusters Score -8901415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -8901414.000000 Penalty: 5349.473633
	Iteration 125Q: 3 clusters Score -8901414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46978 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -8901421.000000 Penalty: 5349.473633
	Iteration 126Q: 3 clusters Score -8901421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46979 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -8901420.000000 Penalty: 5349.473633
	Iteration 127Q: 3 clusters Score -8901420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46979 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -8901420.000000 Penalty: 5349.473633
	Iteration 128F: 3 clusters Score -8901420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Entering Unmasked Estep 
Score: -84357.804688 Penalty: 1580.159790
	Iteration 0F: 2 clusters Score -84357.8 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 297 members 
Entering Unmasked Estep 
Score: -82888.000000 Penalty: 3160.319580
	Iteration 0F: 3 clusters Score -82888 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -83200.375000 Penalty: 3160.319580
	Iteration 1F: 3 clusters Score -83200.38 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -83397.671875 Penalty: 3160.319580
	Iteration 2F: 3 clusters Score -83397.67 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -83510.773438 Penalty: 3160.319580
	Iteration 3F: 3 clusters Score -83510.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -83604.648438 Penalty: 3160.319580
	Iteration 4Q: 3 clusters Score -83604.65 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -83670.539062 Penalty: 3160.319580
	Iteration 5Q: 3 clusters Score -83670.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -83690.070312 Penalty: 3160.319580
	Iteration 6Q: 3 clusters Score -83690.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -83695.671875 Penalty: 3160.319580
	Iteration 7Q: 3 clusters Score -83695.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -83720.125000 Penalty: 3160.319580
	Iteration 8Q: 3 clusters Score -83720.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -83742.117188 Penalty: 3160.319580
	Iteration 9Q: 3 clusters Score -83742.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -83781.046875 Penalty: 3160.319580
	Iteration 10Q: 3 clusters Score -83781.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -83816.015625 Penalty: 3160.319580
	Iteration 11Q: 3 clusters Score -83816.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -83855.195312 Penalty: 3160.319580
	Iteration 12Q: 3 clusters Score -83855.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -83869.453125 Penalty: 3160.319580
	Iteration 13Q: 3 clusters Score -83869.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -83895.023438 Penalty: 3160.319580
	Iteration 14Q: 3 clusters Score -83895.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -83910.062500 Penalty: 3160.319580
	Iteration 15Q: 3 clusters Score -83910.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -83922.460938 Penalty: 3160.319580
	Iteration 16Q: 3 clusters Score -83922.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -83927.953125 Penalty: 3160.319580
	Iteration 17Q: 3 clusters Score -83927.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -83928.296875 Penalty: 3160.319580
	Iteration 18Q: 3 clusters Score -83928.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -83928.296875 Penalty: 3160.319580
	Iteration 19F: 3 clusters Score -83928.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -23539.289062 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -23539.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -22422.636719 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -22422.64 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -22576.919922 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -22576.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22604.214844 Penalty: 2838.898193
	Iteration 2Q: 3 clusters Score -22604.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22612.898438 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -22612.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -22643.324219 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -22643.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22656.130859 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -22656.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -22656.130859 Penalty: 2838.898193
	Iteration 6F: 3 clusters Score -22656.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Entering Unmasked Estep 
Score: -196132.906250 Penalty: 1769.650513
	Iteration 0F: 2 clusters Score -196132.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -194080.093750 Penalty: 3539.301025
	Iteration 0F: 3 clusters Score -194080.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -194598.546875 Penalty: 3539.301025
	Iteration 1F: 3 clusters Score -194598.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -194897.531250 Penalty: 3539.301025
	Iteration 2F: 3 clusters Score -194897.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -195074.171875 Penalty: 3539.301025
	Iteration 3F: 3 clusters Score -195074.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -195201.765625 Penalty: 3539.301025
	Iteration 4F: 3 clusters Score -195201.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -195298.531250 Penalty: 3539.301025
	Iteration 5Q: 3 clusters Score -195298.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -195396.109375 Penalty: 3539.301025
	Iteration 6Q: 3 clusters Score -195396.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -195476.796875 Penalty: 3539.301025
	Iteration 7Q: 3 clusters Score -195476.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -195530.828125 Penalty: 3539.301025
	Iteration 8Q: 3 clusters Score -195530.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -195543.687500 Penalty: 3539.301025
	Iteration 9Q: 3 clusters Score -195543.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -195556.109375 Penalty: 3539.301025
	Iteration 10Q: 3 clusters Score -195556.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -195566.156250 Penalty: 3539.301025
	Iteration 11Q: 3 clusters Score -195566.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -195578.078125 Penalty: 3539.301025
	Iteration 12Q: 3 clusters Score -195578.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -195587.796875 Penalty: 3539.301025
	Iteration 13Q: 3 clusters Score -195587.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -195600.734375 Penalty: 3539.301025
	Iteration 14Q: 3 clusters Score -195600.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -195606.125000 Penalty: 3539.301025
	Iteration 15Q: 3 clusters Score -195606.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -195607.453125 Penalty: 3539.301025
	Iteration 16Q: 3 clusters Score -195607.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -195607.453125 Penalty: 3539.301025
	Iteration 17F: 3 clusters Score -195607.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (50665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50665 members 
Entering Unmasked Estep 
Score: -9279046.000000 Penalty: 2686.581787
	Iteration 0F: 2 clusters Score -9279046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -9247610.000000 Penalty: 5373.163574
	Iteration 0F: 3 clusters Score -9247610 nChanged 23541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -9260885.000000 Penalty: 5373.163574
	Iteration 1F: 3 clusters Score -9260885 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23704 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -9261429.000000 Penalty: 5373.163574
	Iteration 2Q: 3 clusters Score -9261429 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -9262037.000000 Penalty: 5373.163574
	Iteration 3Q: 3 clusters Score -9262037 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21549 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -9262795.000000 Penalty: 5373.163574
	Iteration 4Q: 3 clusters Score -9262795 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -9263914.000000 Penalty: 5373.163574
	Iteration 5Q: 3 clusters Score -9263914 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -9265427.000000 Penalty: 5373.163574
	Iteration 6F: 3 clusters Score -9265427 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -9267534.000000 Penalty: 5373.163574
	Iteration 7F: 3 clusters Score -9267534 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 38990 members 
Entering Unmasked Estep 
Score: -9270073.000000 Penalty: 5373.163574
	Iteration 8F: 3 clusters Score -9270073 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -9272454.000000 Penalty: 5373.163574
	Iteration 9F: 3 clusters Score -9272454 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 44099 members 
Entering Unmasked Estep 
Score: -9274162.000000 Penalty: 5373.163574
	Iteration 10Q: 3 clusters Score -9274162 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 45537 members 
Entering Unmasked Estep 
Score: -9275385.000000 Penalty: 5373.163574
	Iteration 11Q: 3 clusters Score -9275385 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 46429 members 
Entering Unmasked Estep 
Score: -9276127.000000 Penalty: 5373.163574
	Iteration 12Q: 3 clusters Score -9276127 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 47028 members 
Entering Unmasked Estep 
Score: -9276613.000000 Penalty: 5373.163574
	Iteration 13Q: 3 clusters Score -9276613 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 47458 members 
Entering Unmasked Estep 
Score: -9276934.000000 Penalty: 5373.163574
	Iteration 14Q: 3 clusters Score -9276934 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 47743 members 
Entering Unmasked Estep 
Score: -9277044.000000 Penalty: 5373.163574
	Iteration 15Q: 3 clusters Score -9277044 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 47966 members 
Entering Unmasked Estep 
Score: -9277125.000000 Penalty: 5373.163574
	Iteration 16Q: 3 clusters Score -9277125 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 48146 members 
Entering Unmasked Estep 
Score: -9277172.000000 Penalty: 5373.163574
	Iteration 17Q: 3 clusters Score -9277172 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 48293 members 
Entering Unmasked Estep 
Score: -9277202.000000 Penalty: 5373.163574
	Iteration 18Q: 3 clusters Score -9277202 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 48414 members 
Entering Unmasked Estep 
Score: -9277187.000000 Penalty: 5373.163574
	Iteration 19Q: 3 clusters Score -9277187 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 48514 members 
Entering Unmasked Estep 
Score: -9277215.000000 Penalty: 5373.163574
	Iteration 20F: 3 clusters Score -9277215 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 48600 members 
Entering Unmasked Estep 
Score: -9277201.000000 Penalty: 5373.163574
	Iteration 21Q: 3 clusters Score -9277201 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 48684 members 
Entering Unmasked Estep 
Score: -9277206.000000 Penalty: 5373.163574
	Iteration 22Q: 3 clusters Score -9277206 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 48752 members 
Entering Unmasked Estep 
Score: -9277190.000000 Penalty: 5373.163574
	Iteration 23Q: 3 clusters Score -9277190 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 48832 members 
Entering Unmasked Estep 
Score: -9277191.000000 Penalty: 5373.163574
	Iteration 24Q: 3 clusters Score -9277191 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 48885 members 
Entering Unmasked Estep 
Score: -9277186.000000 Penalty: 5373.163574
	Iteration 25Q: 3 clusters Score -9277186 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 48941 members 
Entering Unmasked Estep 
Score: -9277202.000000 Penalty: 5373.163574
	Iteration 26Q: 3 clusters Score -9277202 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 48999 members 
Entering Unmasked Estep 
Score: -9277201.000000 Penalty: 5373.163574
	Iteration 27Q: 3 clusters Score -9277201 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 49056 members 
Entering Unmasked Estep 
Score: -9277199.000000 Penalty: 5373.163574
	Iteration 28Q: 3 clusters Score -9277199 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 49113 members 
Entering Unmasked Estep 
Score: -9277179.000000 Penalty: 5373.163574
	Iteration 29Q: 3 clusters Score -9277179 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 49171 members 
Entering Unmasked Estep 
Score: -9277190.000000 Penalty: 5373.163574
	Iteration 30Q: 3 clusters Score -9277190 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 49217 members 
Entering Unmasked Estep 
Score: -9277203.000000 Penalty: 5373.163574
	Iteration 31Q: 3 clusters Score -9277203 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 49256 members 
Entering Unmasked Estep 
Score: -9277183.000000 Penalty: 5373.163574
	Iteration 32Q: 3 clusters Score -9277183 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 49292 members 
Entering Unmasked Estep 
Score: -9277171.000000 Penalty: 5373.163574
	Iteration 33Q: 3 clusters Score -9277171 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 49320 members 
Entering Unmasked Estep 
Score: -9277187.000000 Penalty: 5373.163574
	Iteration 34Q: 3 clusters Score -9277187 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
Score: -9277193.000000 Penalty: 5373.163574
	Iteration 35Q: 3 clusters Score -9277193 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 49365 members 
Entering Unmasked Estep 
Score: -9277189.000000 Penalty: 5373.163574
	Iteration 36Q: 3 clusters Score -9277189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 49376 members 
Entering Unmasked Estep 
Score: -9277200.000000 Penalty: 5373.163574
	Iteration 37Q: 3 clusters Score -9277200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 49382 members 
Entering Unmasked Estep 
Score: -9277200.000000 Penalty: 5373.163574
	Iteration 38Q: 3 clusters Score -9277200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 49388 members 
Entering Unmasked Estep 
Score: -9277199.000000 Penalty: 5373.163574
	Iteration 39Q: 3 clusters Score -9277199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 49390 members 
Entering Unmasked Estep 
Score: -9277199.000000 Penalty: 5373.163574
	Iteration 40F: 3 clusters Score -9277199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 49393 members 
Entering Unmasked Estep 
Score: -9277197.000000 Penalty: 5373.163574
	Iteration 41Q: 3 clusters Score -9277197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 49395 members 
Entering Unmasked Estep 
Score: -9277191.000000 Penalty: 5373.163574
	Iteration 42Q: 3 clusters Score -9277191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 49400 members 
Entering Unmasked Estep 
Score: -9277197.000000 Penalty: 5373.163574
	Iteration 43Q: 3 clusters Score -9277197 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 49408 members 
Entering Unmasked Estep 
Score: -9277195.000000 Penalty: 5373.163574
	Iteration 44Q: 3 clusters Score -9277195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 49424 members 
Entering Unmasked Estep 
Score: -9277189.000000 Penalty: 5373.163574
	Iteration 45Q: 3 clusters Score -9277189 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 49442 members 
Entering Unmasked Estep 
Score: -9277189.000000 Penalty: 5373.163574
	Iteration 46Q: 3 clusters Score -9277189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 49449 members 
Entering Unmasked Estep 
Score: -9277189.000000 Penalty: 5373.163574
	Iteration 47Q: 3 clusters Score -9277189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 49452 members 
Entering Unmasked Estep 
Score: -9277187.000000 Penalty: 5373.163574
	Iteration 48Q: 3 clusters Score -9277187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 49461 members 
Entering Unmasked Estep 
Score: -9277191.000000 Penalty: 5373.163574
	Iteration 49Q: 3 clusters Score -9277191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 49468 members 
Entering Unmasked Estep 
Score: -9277191.000000 Penalty: 5373.163574
	Iteration 50Q: 3 clusters Score -9277191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 49470 members 
Entering Unmasked Estep 
Score: -9277189.000000 Penalty: 5373.163574
	Iteration 51Q: 3 clusters Score -9277189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 49476 members 
Entering Unmasked Estep 
Score: -9277191.000000 Penalty: 5373.163574
	Iteration 52Q: 3 clusters Score -9277191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 49482 members 
Entering Unmasked Estep 
Score: -9277193.000000 Penalty: 5373.163574
	Iteration 53Q: 3 clusters Score -9277193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 49491 members 
Entering Unmasked Estep 
Score: -9277177.000000 Penalty: 5373.163574
	Iteration 54Q: 3 clusters Score -9277177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 49496 members 
Entering Unmasked Estep 
Score: -9277174.000000 Penalty: 5373.163574
	Iteration 55Q: 3 clusters Score -9277174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 49503 members 
Entering Unmasked Estep 
Score: -9277179.000000 Penalty: 5373.163574
	Iteration 56Q: 3 clusters Score -9277179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 49510 members 
Entering Unmasked Estep 
Score: -9277185.000000 Penalty: 5373.163574
	Iteration 57Q: 3 clusters Score -9277185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 49515 members 
Entering Unmasked Estep 
Score: -9277183.000000 Penalty: 5373.163574
	Iteration 58Q: 3 clusters Score -9277183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 49523 members 
Entering Unmasked Estep 
Score: -9277186.000000 Penalty: 5373.163574
	Iteration 59Q: 3 clusters Score -9277186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 49530 members 
Entering Unmasked Estep 
Score: -9277184.000000 Penalty: 5373.163574
	Iteration 60F: 3 clusters Score -9277184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 49533 members 
Entering Unmasked Estep 
Score: -9277191.000000 Penalty: 5373.163574
	Iteration 61Q: 3 clusters Score -9277191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 49535 members 
Entering Unmasked Estep 
Score: -9277186.000000 Penalty: 5373.163574
	Iteration 62Q: 3 clusters Score -9277186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 49536 members 
Entering Unmasked Estep 
Score: -9277188.000000 Penalty: 5373.163574
	Iteration 63Q: 3 clusters Score -9277188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 49536 members 
Entering Unmasked Estep 
Score: -9277188.000000 Penalty: 5373.163574
	Iteration 64F: 3 clusters Score -9277188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46950 members 
Entering Unmasked Estep 
Score: -8506489.000000 Penalty: 2667.696045
	Iteration 0F: 2 clusters Score -8506489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -8476148.000000 Penalty: 5335.392090
	Iteration 0F: 3 clusters Score -8476148 nChanged 21777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -8487916.000000 Penalty: 5335.392090
	Iteration 1F: 3 clusters Score -8487916 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -8488511.000000 Penalty: 5335.392090
	Iteration 2Q: 3 clusters Score -8488511 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26163 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -8489190.000000 Penalty: 5335.392090
	Iteration 3Q: 3 clusters Score -8489190 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -8490159.000000 Penalty: 5335.392090
	Iteration 4Q: 3 clusters Score -8490159 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -8491730.000000 Penalty: 5335.392090
	Iteration 5F: 3 clusters Score -8491730 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -8494177.000000 Penalty: 5335.392090
	Iteration 6F: 3 clusters Score -8494177 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34068 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -8497559.000000 Penalty: 5335.392090
	Iteration 7F: 3 clusters Score -8497559 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -8501114.000000 Penalty: 5335.392090
	Iteration 8F: 3 clusters Score -8501114 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -8503466.000000 Penalty: 5335.392090
	Iteration 9F: 3 clusters Score -8503466 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -8504531.000000 Penalty: 5335.392090
	Iteration 10Q: 3 clusters Score -8504531 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -8505074.000000 Penalty: 5335.392090
	Iteration 11Q: 3 clusters Score -8505074 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -8505324.000000 Penalty: 5335.392090
	Iteration 12Q: 3 clusters Score -8505324 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -8505462.000000 Penalty: 5335.392090
	Iteration 13Q: 3 clusters Score -8505462 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38500 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -8505538.000000 Penalty: 5335.392090
	Iteration 14Q: 3 clusters Score -8505538 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38611 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -8505609.000000 Penalty: 5335.392090
	Iteration 15Q: 3 clusters Score -8505609 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -8505619.000000 Penalty: 5335.392090
	Iteration 16Q: 3 clusters Score -8505619 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -8505654.000000 Penalty: 5335.392090
	Iteration 17Q: 3 clusters Score -8505654 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -8505664.000000 Penalty: 5335.392090
	Iteration 18Q: 3 clusters Score -8505664 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38876 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -8505679.000000 Penalty: 5335.392090
	Iteration 19Q: 3 clusters Score -8505679 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38918 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -8505690.000000 Penalty: 5335.392090
	Iteration 20F: 3 clusters Score -8505690 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -8505704.000000 Penalty: 5335.392090
	Iteration 21Q: 3 clusters Score -8505704 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -8505706.000000 Penalty: 5335.392090
	Iteration 22Q: 3 clusters Score -8505706 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39020 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -8505707.000000 Penalty: 5335.392090
	Iteration 23Q: 3 clusters Score -8505707 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -8505713.000000 Penalty: 5335.392090
	Iteration 24Q: 3 clusters Score -8505713 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -8505720.000000 Penalty: 5335.392090
	Iteration 25Q: 3 clusters Score -8505720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -8505717.000000 Penalty: 5335.392090
	Iteration 26Q: 3 clusters Score -8505717 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -8505712.000000 Penalty: 5335.392090
	Iteration 27Q: 3 clusters Score -8505712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -8505716.000000 Penalty: 5335.392090
	Iteration 28Q: 3 clusters Score -8505716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -8505716.000000 Penalty: 5335.392090
	Iteration 29Q: 3 clusters Score -8505716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -8505717.000000 Penalty: 5335.392090
	Iteration 30Q: 3 clusters Score -8505717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -8505734.000000 Penalty: 5335.392090
	Iteration 31Q: 3 clusters Score -8505734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -8505727.000000 Penalty: 5335.392090
	Iteration 32Q: 3 clusters Score -8505727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -8505722.000000 Penalty: 5335.392090
	Iteration 33Q: 3 clusters Score -8505722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -8505729.000000 Penalty: 5335.392090
	Iteration 34Q: 3 clusters Score -8505729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -8505733.000000 Penalty: 5335.392090
	Iteration 35Q: 3 clusters Score -8505733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39204 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -8505729.000000 Penalty: 5335.392090
	Iteration 36Q: 3 clusters Score -8505729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -8505731.000000 Penalty: 5335.392090
	Iteration 37Q: 3 clusters Score -8505731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -8505742.000000 Penalty: 5335.392090
	Iteration 38Q: 3 clusters Score -8505742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -8505738.000000 Penalty: 5335.392090
	Iteration 39Q: 3 clusters Score -8505738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -8505730.000000 Penalty: 5335.392090
	Iteration 40F: 3 clusters Score -8505730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39240 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -8505739.000000 Penalty: 5335.392090
	Iteration 41Q: 3 clusters Score -8505739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -8505741.000000 Penalty: 5335.392090
	Iteration 42Q: 3 clusters Score -8505741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39261 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -8505744.000000 Penalty: 5335.392090
	Iteration 43Q: 3 clusters Score -8505744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -8505753.000000 Penalty: 5335.392090
	Iteration 44Q: 3 clusters Score -8505753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39285 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -8505757.000000 Penalty: 5335.392090
	Iteration 45Q: 3 clusters Score -8505757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39300 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -8505752.000000 Penalty: 5335.392090
	Iteration 46Q: 3 clusters Score -8505752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -8505756.000000 Penalty: 5335.392090
	Iteration 47Q: 3 clusters Score -8505756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -8505769.000000 Penalty: 5335.392090
	Iteration 48Q: 3 clusters Score -8505769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -8505769.000000 Penalty: 5335.392090
	Iteration 49Q: 3 clusters Score -8505769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -8505764.000000 Penalty: 5335.392090
	Iteration 50Q: 3 clusters Score -8505764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -8505771.000000 Penalty: 5335.392090
	Iteration 51Q: 3 clusters Score -8505771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -8505770.000000 Penalty: 5335.392090
	Iteration 52Q: 3 clusters Score -8505770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -8505786.000000 Penalty: 5335.392090
	Iteration 53Q: 3 clusters Score -8505786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -8505783.000000 Penalty: 5335.392090
	Iteration 54Q: 3 clusters Score -8505783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39436 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -8505785.000000 Penalty: 5335.392090
	Iteration 55Q: 3 clusters Score -8505785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39443 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -8505788.000000 Penalty: 5335.392090
	Iteration 56Q: 3 clusters Score -8505788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -8505791.000000 Penalty: 5335.392090
	Iteration 57Q: 3 clusters Score -8505791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -8505791.000000 Penalty: 5335.392090
	Iteration 58Q: 3 clusters Score -8505791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -8505796.000000 Penalty: 5335.392090
	Iteration 59Q: 3 clusters Score -8505796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -8505797.000000 Penalty: 5335.392090
	Iteration 60F: 3 clusters Score -8505797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -8505794.000000 Penalty: 5335.392090
	Iteration 61Q: 3 clusters Score -8505794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -8505794.000000 Penalty: 5335.392090
	Iteration 62Q: 3 clusters Score -8505794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -8505793.000000 Penalty: 5335.392090
	Iteration 63Q: 3 clusters Score -8505793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -8505794.000000 Penalty: 5335.392090
	Iteration 64Q: 3 clusters Score -8505794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -8505800.000000 Penalty: 5335.392090
	Iteration 65Q: 3 clusters Score -8505800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -8505800.000000 Penalty: 5335.392090
	Iteration 66Q: 3 clusters Score -8505800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -8505799.000000 Penalty: 5335.392090
	Iteration 67Q: 3 clusters Score -8505799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39498 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -8505801.000000 Penalty: 5335.392090
	Iteration 68Q: 3 clusters Score -8505801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -8505802.000000 Penalty: 5335.392090
	Iteration 69Q: 3 clusters Score -8505802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -8505797.000000 Penalty: 5335.392090
	Iteration 70Q: 3 clusters Score -8505797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -8505793.000000 Penalty: 5335.392090
	Iteration 71Q: 3 clusters Score -8505793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -8505795.000000 Penalty: 5335.392090
	Iteration 72Q: 3 clusters Score -8505795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -8505791.000000 Penalty: 5335.392090
	Iteration 73Q: 3 clusters Score -8505791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -8505799.000000 Penalty: 5335.392090
	Iteration 74Q: 3 clusters Score -8505799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -8505796.000000 Penalty: 5335.392090
	Iteration 75Q: 3 clusters Score -8505796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -8505797.000000 Penalty: 5335.392090
	Iteration 76Q: 3 clusters Score -8505797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -8505799.000000 Penalty: 5335.392090
	Iteration 77Q: 3 clusters Score -8505799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -8505801.000000 Penalty: 5335.392090
	Iteration 78Q: 3 clusters Score -8505801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -8505797.000000 Penalty: 5335.392090
	Iteration 79Q: 3 clusters Score -8505797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -8505795.000000 Penalty: 5335.392090
	Iteration 80F: 3 clusters Score -8505795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -8505791.000000 Penalty: 5335.392090
	Iteration 81Q: 3 clusters Score -8505791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -8505800.000000 Penalty: 5335.392090
	Iteration 82Q: 3 clusters Score -8505800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -8505796.000000 Penalty: 5335.392090
	Iteration 83Q: 3 clusters Score -8505796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39548 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -8505794.000000 Penalty: 5335.392090
	Iteration 84Q: 3 clusters Score -8505794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -8505799.000000 Penalty: 5335.392090
	Iteration 85Q: 3 clusters Score -8505799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -8505799.000000 Penalty: 5335.392090
	Iteration 86F: 3 clusters Score -8505799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (48686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48686 members 
Entering Unmasked Estep 
Score: -8965638.000000 Penalty: 2676.700439
	Iteration 0F: 2 clusters Score -8965638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -8935239.000000 Penalty: 5353.400879
	Iteration 0F: 3 clusters Score -8935239 nChanged 22521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -8947612.000000 Penalty: 5353.400879
	Iteration 1F: 3 clusters Score -8947612 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -8948182.000000 Penalty: 5353.400879
	Iteration 2Q: 3 clusters Score -8948182 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -8948655.000000 Penalty: 5353.400879
	Iteration 3Q: 3 clusters Score -8948655 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -8949196.000000 Penalty: 5353.400879
	Iteration 4Q: 3 clusters Score -8949196 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23724 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -8949752.000000 Penalty: 5353.400879
	Iteration 5Q: 3 clusters Score -8949752 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -8950312.000000 Penalty: 5353.400879
	Iteration 6Q: 3 clusters Score -8950312 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -8950951.000000 Penalty: 5353.400879
	Iteration 7Q: 3 clusters Score -8950951 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 25885 members 
Entering Unmasked Estep 
Score: -8951821.000000 Penalty: 5353.400879
	Iteration 8Q: 3 clusters Score -8951821 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -8952878.000000 Penalty: 5353.400879
	Iteration 9Q: 3 clusters Score -8952878 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -8954141.000000 Penalty: 5353.400879
	Iteration 10Q: 3 clusters Score -8954141 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -8955516.000000 Penalty: 5353.400879
	Iteration 11Q: 3 clusters Score -8955516 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -8956652.000000 Penalty: 5353.400879
	Iteration 12Q: 3 clusters Score -8956652 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -8957292.000000 Penalty: 5353.400879
	Iteration 13Q: 3 clusters Score -8957292 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -8957588.000000 Penalty: 5353.400879
	Iteration 14Q: 3 clusters Score -8957588 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 29860 members 
Entering Unmasked Estep 
Score: -8957699.000000 Penalty: 5353.400879
	Iteration 15Q: 3 clusters Score -8957699 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -8957786.000000 Penalty: 5353.400879
	Iteration 16Q: 3 clusters Score -8957786 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 30816 members 
Entering Unmasked Estep 
Score: -8957912.000000 Penalty: 5353.400879
	Iteration 17Q: 3 clusters Score -8957912 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -8958009.000000 Penalty: 5353.400879
	Iteration 18Q: 3 clusters Score -8958009 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -8958119.000000 Penalty: 5353.400879
	Iteration 19Q: 3 clusters Score -8958119 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -8958243.000000 Penalty: 5353.400879
	Iteration 20F: 3 clusters Score -8958243 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -8958449.000000 Penalty: 5353.400879
	Iteration 21Q: 3 clusters Score -8958449 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -8958574.000000 Penalty: 5353.400879
	Iteration 22Q: 3 clusters Score -8958574 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -8958703.000000 Penalty: 5353.400879
	Iteration 23Q: 3 clusters Score -8958703 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 35038 members 
Entering Unmasked Estep 
Score: -8958833.000000 Penalty: 5353.400879
	Iteration 24Q: 3 clusters Score -8958833 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -8958971.000000 Penalty: 5353.400879
	Iteration 25Q: 3 clusters Score -8958971 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 36429 members 
Entering Unmasked Estep 
Score: -8959175.000000 Penalty: 5353.400879
	Iteration 26Q: 3 clusters Score -8959175 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
Score: -8959414.000000 Penalty: 5353.400879
	Iteration 27Q: 3 clusters Score -8959414 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -8959582.000000 Penalty: 5353.400879
	Iteration 28Q: 3 clusters Score -8959582 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 38582 members 
Entering Unmasked Estep 
Score: -8959788.000000 Penalty: 5353.400879
	Iteration 29Q: 3 clusters Score -8959788 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
Score: -8960006.000000 Penalty: 5353.400879
	Iteration 30Q: 3 clusters Score -8960006 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -8960214.000000 Penalty: 5353.400879
	Iteration 31Q: 3 clusters Score -8960214 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -8960516.000000 Penalty: 5353.400879
	Iteration 32Q: 3 clusters Score -8960516 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 41709 members 
Entering Unmasked Estep 
Score: -8960865.000000 Penalty: 5353.400879
	Iteration 33Q: 3 clusters Score -8960865 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 42527 members 
Entering Unmasked Estep 
Score: -8961147.000000 Penalty: 5353.400879
	Iteration 34Q: 3 clusters Score -8961147 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 43280 members 
Entering Unmasked Estep 
Score: -8961357.000000 Penalty: 5353.400879
	Iteration 35Q: 3 clusters Score -8961357 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 43963 members 
Entering Unmasked Estep 
Score: -8961633.000000 Penalty: 5353.400879
	Iteration 36Q: 3 clusters Score -8961633 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 44592 members 
Entering Unmasked Estep 
Score: -8961867.000000 Penalty: 5353.400879
	Iteration 37Q: 3 clusters Score -8961867 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -8962104.000000 Penalty: 5353.400879
	Iteration 38Q: 3 clusters Score -8962104 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 45702 members 
Entering Unmasked Estep 
Score: -8962273.000000 Penalty: 5353.400879
	Iteration 39Q: 3 clusters Score -8962273 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 46197 members 
Entering Unmasked Estep 
Score: -8962500.000000 Penalty: 5353.400879
	Iteration 40F: 3 clusters Score -8962500 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 46633 members 
Entering Unmasked Estep 
Score: -8962678.000000 Penalty: 5353.400879
	Iteration 41Q: 3 clusters Score -8962678 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 46987 members 
Entering Unmasked Estep 
Score: -8962780.000000 Penalty: 5353.400879
	Iteration 42Q: 3 clusters Score -8962780 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 47277 members 
Entering Unmasked Estep 
Score: -8962926.000000 Penalty: 5353.400879
	Iteration 43Q: 3 clusters Score -8962926 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 47493 members 
Entering Unmasked Estep 
Score: -8963071.000000 Penalty: 5353.400879
	Iteration 44Q: 3 clusters Score -8963071 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 47654 members 
Entering Unmasked Estep 
Score: -8963139.000000 Penalty: 5353.400879
	Iteration 45Q: 3 clusters Score -8963139 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 47775 members 
Entering Unmasked Estep 
Score: -8963189.000000 Penalty: 5353.400879
	Iteration 46Q: 3 clusters Score -8963189 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 47858 members 
Entering Unmasked Estep 
Score: -8963232.000000 Penalty: 5353.400879
	Iteration 47Q: 3 clusters Score -8963232 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 47924 members 
Entering Unmasked Estep 
Score: -8963275.000000 Penalty: 5353.400879
	Iteration 48Q: 3 clusters Score -8963275 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 47976 members 
Entering Unmasked Estep 
Score: -8963310.000000 Penalty: 5353.400879
	Iteration 49Q: 3 clusters Score -8963310 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 48011 members 
Entering Unmasked Estep 
Score: -8963325.000000 Penalty: 5353.400879
	Iteration 50Q: 3 clusters Score -8963325 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
Score: -8963341.000000 Penalty: 5353.400879
	Iteration 51Q: 3 clusters Score -8963341 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 48079 members 
Entering Unmasked Estep 
Score: -8963345.000000 Penalty: 5353.400879
	Iteration 52Q: 3 clusters Score -8963345 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 48094 members 
Entering Unmasked Estep 
Score: -8963344.000000 Penalty: 5353.400879
	Iteration 53Q: 3 clusters Score -8963344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 48107 members 
Entering Unmasked Estep 
Score: -8963353.000000 Penalty: 5353.400879
	Iteration 54Q: 3 clusters Score -8963353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 48118 members 
Entering Unmasked Estep 
Score: -8963366.000000 Penalty: 5353.400879
	Iteration 55Q: 3 clusters Score -8963366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 48128 members 
Entering Unmasked Estep 
Score: -8963379.000000 Penalty: 5353.400879
	Iteration 56Q: 3 clusters Score -8963379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 48135 members 
Entering Unmasked Estep 
Score: -8963376.000000 Penalty: 5353.400879
	Iteration 57Q: 3 clusters Score -8963376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 48142 members 
Entering Unmasked Estep 
Score: -8963381.000000 Penalty: 5353.400879
	Iteration 58Q: 3 clusters Score -8963381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 48146 members 
Entering Unmasked Estep 
Score: -8963384.000000 Penalty: 5353.400879
	Iteration 59Q: 3 clusters Score -8963384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 48147 members 
Entering Unmasked Estep 
Score: -8963383.000000 Penalty: 5353.400879
	Iteration 60F: 3 clusters Score -8963383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48155 members 
Entering Unmasked Estep 
Score: -8898472.000000 Penalty: 2673.980713
	Iteration 0F: 2 clusters Score -8898472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -8869569.000000 Penalty: 5347.961426
	Iteration 0F: 3 clusters Score -8869569 nChanged 22182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -8881834.000000 Penalty: 5347.961426
	Iteration 1F: 3 clusters Score -8881834 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -8882415.000000 Penalty: 5347.961426
	Iteration 2Q: 3 clusters Score -8882415 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -8882922.000000 Penalty: 5347.961426
	Iteration 3Q: 3 clusters Score -8882922 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -8883416.000000 Penalty: 5347.961426
	Iteration 4Q: 3 clusters Score -8883416 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -8884028.000000 Penalty: 5347.961426
	Iteration 5Q: 3 clusters Score -8884028 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -8884863.000000 Penalty: 5347.961426
	Iteration 6Q: 3 clusters Score -8884863 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -8886042.000000 Penalty: 5347.961426
	Iteration 7Q: 3 clusters Score -8886042 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -8887566.000000 Penalty: 5347.961426
	Iteration 8F: 3 clusters Score -8887566 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31245 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -8889340.000000 Penalty: 5347.961426
	Iteration 9F: 3 clusters Score -8889340 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -8891087.000000 Penalty: 5347.961426
	Iteration 10F: 3 clusters Score -8891087 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -8892253.000000 Penalty: 5347.961426
	Iteration 11Q: 3 clusters Score -8892253 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -8892838.000000 Penalty: 5347.961426
	Iteration 12Q: 3 clusters Score -8892838 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -8893219.000000 Penalty: 5347.961426
	Iteration 13Q: 3 clusters Score -8893219 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -8893468.000000 Penalty: 5347.961426
	Iteration 14Q: 3 clusters Score -8893468 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36319 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -8893595.000000 Penalty: 5347.961426
	Iteration 15Q: 3 clusters Score -8893595 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -8893808.000000 Penalty: 5347.961426
	Iteration 16Q: 3 clusters Score -8893808 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -8894026.000000 Penalty: 5347.961426
	Iteration 17Q: 3 clusters Score -8894026 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -8894174.000000 Penalty: 5347.961426
	Iteration 18Q: 3 clusters Score -8894174 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -8894320.000000 Penalty: 5347.961426
	Iteration 19Q: 3 clusters Score -8894320 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39231 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -8894457.000000 Penalty: 5347.961426
	Iteration 20F: 3 clusters Score -8894457 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -8894647.000000 Penalty: 5347.961426
	Iteration 21Q: 3 clusters Score -8894647 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -8894855.000000 Penalty: 5347.961426
	Iteration 22Q: 3 clusters Score -8894855 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40928 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -8895102.000000 Penalty: 5347.961426
	Iteration 23Q: 3 clusters Score -8895102 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -8895302.000000 Penalty: 5347.961426
	Iteration 24Q: 3 clusters Score -8895302 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42030 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -8895464.000000 Penalty: 5347.961426
	Iteration 25Q: 3 clusters Score -8895464 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42506 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -8895627.000000 Penalty: 5347.961426
	Iteration 26Q: 3 clusters Score -8895627 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -8895717.000000 Penalty: 5347.961426
	Iteration 27Q: 3 clusters Score -8895717 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43345 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -8895785.000000 Penalty: 5347.961426
	Iteration 28Q: 3 clusters Score -8895785 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -8895838.000000 Penalty: 5347.961426
	Iteration 29Q: 3 clusters Score -8895838 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -8895875.000000 Penalty: 5347.961426
	Iteration 30Q: 3 clusters Score -8895875 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44284 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -8895906.000000 Penalty: 5347.961426
	Iteration 31Q: 3 clusters Score -8895906 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -8895920.000000 Penalty: 5347.961426
	Iteration 32Q: 3 clusters Score -8895920 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44724 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -8895945.000000 Penalty: 5347.961426
	Iteration 33Q: 3 clusters Score -8895945 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -8895973.000000 Penalty: 5347.961426
	Iteration 34Q: 3 clusters Score -8895973 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45066 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -8896043.000000 Penalty: 5347.961426
	Iteration 35Q: 3 clusters Score -8896043 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -8896038.000000 Penalty: 5347.961426
	Iteration 36Q: 3 clusters Score -8896038 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -8896055.000000 Penalty: 5347.961426
	Iteration 37Q: 3 clusters Score -8896055 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -8896074.000000 Penalty: 5347.961426
	Iteration 38Q: 3 clusters Score -8896074 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45584 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -8896080.000000 Penalty: 5347.961426
	Iteration 39Q: 3 clusters Score -8896080 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -8896105.000000 Penalty: 5347.961426
	Iteration 40F: 3 clusters Score -8896105 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45786 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -8896111.000000 Penalty: 5347.961426
	Iteration 41Q: 3 clusters Score -8896111 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45887 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -8896131.000000 Penalty: 5347.961426
	Iteration 42Q: 3 clusters Score -8896131 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45980 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -8896148.000000 Penalty: 5347.961426
	Iteration 43Q: 3 clusters Score -8896148 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46048 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -8896183.000000 Penalty: 5347.961426
	Iteration 44Q: 3 clusters Score -8896183 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -8896180.000000 Penalty: 5347.961426
	Iteration 45Q: 3 clusters Score -8896180 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46164 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -8896200.000000 Penalty: 5347.961426
	Iteration 46Q: 3 clusters Score -8896200 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46226 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -8896210.000000 Penalty: 5347.961426
	Iteration 47Q: 3 clusters Score -8896210 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46279 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -8896220.000000 Penalty: 5347.961426
	Iteration 48Q: 3 clusters Score -8896220 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -8896253.000000 Penalty: 5347.961426
	Iteration 49Q: 3 clusters Score -8896253 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46392 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -8896297.000000 Penalty: 5347.961426
	Iteration 50Q: 3 clusters Score -8896297 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46447 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -8896284.000000 Penalty: 5347.961426
	Iteration 51Q: 3 clusters Score -8896284 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46481 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -8896317.000000 Penalty: 5347.961426
	Iteration 52Q: 3 clusters Score -8896317 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46521 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -8896332.000000 Penalty: 5347.961426
	Iteration 53Q: 3 clusters Score -8896332 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46554 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -8896330.000000 Penalty: 5347.961426
	Iteration 54Q: 3 clusters Score -8896330 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46577 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -8896325.000000 Penalty: 5347.961426
	Iteration 55Q: 3 clusters Score -8896325 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46605 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -8896343.000000 Penalty: 5347.961426
	Iteration 56Q: 3 clusters Score -8896343 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46622 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -8896356.000000 Penalty: 5347.961426
	Iteration 57Q: 3 clusters Score -8896356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46637 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -8896346.000000 Penalty: 5347.961426
	Iteration 58Q: 3 clusters Score -8896346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46649 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -8896352.000000 Penalty: 5347.961426
	Iteration 59Q: 3 clusters Score -8896352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -8896348.000000 Penalty: 5347.961426
	Iteration 60F: 3 clusters Score -8896348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46660 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -8896350.000000 Penalty: 5347.961426
	Iteration 61Q: 3 clusters Score -8896350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46668 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -8896353.000000 Penalty: 5347.961426
	Iteration 62Q: 3 clusters Score -8896353 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46671 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -8896356.000000 Penalty: 5347.961426
	Iteration 63Q: 3 clusters Score -8896356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46676 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -8896350.000000 Penalty: 5347.961426
	Iteration 64Q: 3 clusters Score -8896350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46680 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -8896364.000000 Penalty: 5347.961426
	Iteration 65Q: 3 clusters Score -8896364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46694 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -8896367.000000 Penalty: 5347.961426
	Iteration 66Q: 3 clusters Score -8896367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -8896370.000000 Penalty: 5347.961426
	Iteration 67Q: 3 clusters Score -8896370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46711 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -8896376.000000 Penalty: 5347.961426
	Iteration 68Q: 3 clusters Score -8896376 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46723 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -8896372.000000 Penalty: 5347.961426
	Iteration 69Q: 3 clusters Score -8896372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46733 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -8896362.000000 Penalty: 5347.961426
	Iteration 70Q: 3 clusters Score -8896362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46740 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -8896362.000000 Penalty: 5347.961426
	Iteration 71Q: 3 clusters Score -8896362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46746 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -8896360.000000 Penalty: 5347.961426
	Iteration 72Q: 3 clusters Score -8896360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46760 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -8896380.000000 Penalty: 5347.961426
	Iteration 73Q: 3 clusters Score -8896380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46771 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -8896375.000000 Penalty: 5347.961426
	Iteration 74Q: 3 clusters Score -8896375 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46788 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -8896375.000000 Penalty: 5347.961426
	Iteration 75Q: 3 clusters Score -8896375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46797 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -8896371.000000 Penalty: 5347.961426
	Iteration 76Q: 3 clusters Score -8896371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -8896370.000000 Penalty: 5347.961426
	Iteration 77Q: 3 clusters Score -8896370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46816 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -8896378.000000 Penalty: 5347.961426
	Iteration 78Q: 3 clusters Score -8896378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -8896371.000000 Penalty: 5347.961426
	Iteration 79Q: 3 clusters Score -8896371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46825 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -8896379.000000 Penalty: 5347.961426
	Iteration 80F: 3 clusters Score -8896379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46830 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -8896379.000000 Penalty: 5347.961426
	Iteration 81Q: 3 clusters Score -8896379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -8896381.000000 Penalty: 5347.961426
	Iteration 82Q: 3 clusters Score -8896381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46837 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -8896384.000000 Penalty: 5347.961426
	Iteration 83Q: 3 clusters Score -8896384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46839 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -8896384.000000 Penalty: 5347.961426
	Iteration 84Q: 3 clusters Score -8896384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46840 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -8896386.000000 Penalty: 5347.961426
	Iteration 85Q: 3 clusters Score -8896386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46840 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -8896386.000000 Penalty: 5347.961426
	Iteration 86F: 3 clusters Score -8896386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (45314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45314 members 
Entering Unmasked Estep 
Score: -8236102.000000 Penalty: 2658.900146
	Iteration 0F: 2 clusters Score -8236102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -8206113.500000 Penalty: 5317.800293
	Iteration 0F: 3 clusters Score -8206114 nChanged 20822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -8217549.500000 Penalty: 5317.800293
	Iteration 1F: 3 clusters Score -8217550 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -8218169.000000 Penalty: 5317.800293
	Iteration 2Q: 3 clusters Score -8218169 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -8218727.000000 Penalty: 5317.800293
	Iteration 3Q: 3 clusters Score -8218727 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -8219463.000000 Penalty: 5317.800293
	Iteration 4Q: 3 clusters Score -8219463 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -8220587.000000 Penalty: 5317.800293
	Iteration 5Q: 3 clusters Score -8220587 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -8222332.500000 Penalty: 5317.800293
	Iteration 6F: 3 clusters Score -8222332 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -8224886.500000 Penalty: 5317.800293
	Iteration 7F: 3 clusters Score -8224886 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38659 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -8227973.000000 Penalty: 5317.800293
	Iteration 8F: 3 clusters Score -8227973 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41530 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -8230710.000000 Penalty: 5317.800293
	Iteration 9F: 3 clusters Score -8230710 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -8232316.500000 Penalty: 5317.800293
	Iteration 10Q: 3 clusters Score -8232316 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44323 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -8233133.500000 Penalty: 5317.800293
	Iteration 11Q: 3 clusters Score -8233134 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -8233435.500000 Penalty: 5317.800293
	Iteration 12Q: 3 clusters Score -8233436 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44888 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -8233618.500000 Penalty: 5317.800293
	Iteration 13Q: 3 clusters Score -8233618 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -8233709.500000 Penalty: 5317.800293
	Iteration 14Q: 3 clusters Score -8233710 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -8233769.000000 Penalty: 5317.800293
	Iteration 15Q: 3 clusters Score -8233769 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44991 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8233787.000000 Penalty: 5317.800293
	Iteration 16Q: 3 clusters Score -8233787 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45006 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8233812.000000 Penalty: 5317.800293
	Iteration 17Q: 3 clusters Score -8233812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45014 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8233826.500000 Penalty: 5317.800293
	Iteration 18Q: 3 clusters Score -8233826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45017 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8233849.000000 Penalty: 5317.800293
	Iteration 19Q: 3 clusters Score -8233849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45017 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8233856.500000 Penalty: 5317.800293
	Iteration 20F: 3 clusters Score -8233856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45019 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8233871.500000 Penalty: 5317.800293
	Iteration 21Q: 3 clusters Score -8233872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45019 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8233878.500000 Penalty: 5317.800293
	Iteration 22Q: 3 clusters Score -8233878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8233876.000000 Penalty: 5317.800293
	Iteration 23Q: 3 clusters Score -8233876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45020 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8233881.000000 Penalty: 5317.800293
	Iteration 24Q: 3 clusters Score -8233881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45019 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8233880.500000 Penalty: 5317.800293
	Iteration 25Q: 3 clusters Score -8233880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45018 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8233886.000000 Penalty: 5317.800293
	Iteration 26Q: 3 clusters Score -8233886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45018 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8233886.000000 Penalty: 5317.800293
	Iteration 27F: 3 clusters Score -8233886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25621 members 
Entering Unmasked Estep 
Score: -4552451.500000 Penalty: 2517.489746
	Iteration 0F: 2 clusters Score -4552452 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 12900 members 
Entering Unmasked Estep 
Score: -4534790.000000 Penalty: 5034.979492
	Iteration 0F: 3 clusters Score -4534790 nChanged 11415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -4540867.000000 Penalty: 5034.979492
	Iteration 1F: 3 clusters Score -4540867 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -4541336.500000 Penalty: 5034.979492
	Iteration 2F: 3 clusters Score -4541336 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -4541732.000000 Penalty: 5034.979492
	Iteration 3Q: 3 clusters Score -4541732 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -4542124.500000 Penalty: 5034.979492
	Iteration 4Q: 3 clusters Score -4542124 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -4542556.500000 Penalty: 5034.979492
	Iteration 5Q: 3 clusters Score -4542556 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -4543134.000000 Penalty: 5034.979492
	Iteration 6Q: 3 clusters Score -4543134 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -4543959.000000 Penalty: 5034.979492
	Iteration 7F: 3 clusters Score -4543959 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -4545062.000000 Penalty: 5034.979492
	Iteration 8F: 3 clusters Score -4545062 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -4546377.500000 Penalty: 5034.979492
	Iteration 9F: 3 clusters Score -4546378 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -4547764.000000 Penalty: 5034.979492
	Iteration 10F: 3 clusters Score -4547764 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -4548856.500000 Penalty: 5034.979492
	Iteration 11Q: 3 clusters Score -4548856 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -4549516.000000 Penalty: 5034.979492
	Iteration 12Q: 3 clusters Score -4549516 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -4549884.500000 Penalty: 5034.979492
	Iteration 13Q: 3 clusters Score -4549884 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -4550056.500000 Penalty: 5034.979492
	Iteration 14Q: 3 clusters Score -4550056 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -4550143.000000 Penalty: 5034.979492
	Iteration 15Q: 3 clusters Score -4550143 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -4550194.500000 Penalty: 5034.979492
	Iteration 16Q: 3 clusters Score -4550194 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -4550231.500000 Penalty: 5034.979492
	Iteration 17Q: 3 clusters Score -4550232 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -4550241.500000 Penalty: 5034.979492
	Iteration 18Q: 3 clusters Score -4550242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -4550258.500000 Penalty: 5034.979492
	Iteration 19Q: 3 clusters Score -4550258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -4550275.000000 Penalty: 5034.979492
	Iteration 20F: 3 clusters Score -4550275 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -4550304.500000 Penalty: 5034.979492
	Iteration 21Q: 3 clusters Score -4550304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -4550319.000000 Penalty: 5034.979492
	Iteration 22Q: 3 clusters Score -4550319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -4550323.500000 Penalty: 5034.979492
	Iteration 23Q: 3 clusters Score -4550324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -4550334.500000 Penalty: 5034.979492
	Iteration 24Q: 3 clusters Score -4550334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -4550341.500000 Penalty: 5034.979492
	Iteration 25Q: 3 clusters Score -4550342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -4550342.500000 Penalty: 5034.979492
	Iteration 26Q: 3 clusters Score -4550342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 25354 members 
Entering Unmasked Estep 
Score: -4550345.500000 Penalty: 5034.979492
	Iteration 27Q: 3 clusters Score -4550346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -4550349.000000 Penalty: 5034.979492
	Iteration 28Q: 3 clusters Score -4550349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -4550350.500000 Penalty: 5034.979492
	Iteration 29Q: 3 clusters Score -4550350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -4550350.500000 Penalty: 5034.979492
	Iteration 30F: 3 clusters Score -4550350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (44941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44941 members 
Entering Unmasked Estep 
Score: -8214241.500000 Penalty: 2656.850342
	Iteration 0F: 2 clusters Score -8214242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -8185164.000000 Penalty: 5313.700684
	Iteration 0F: 3 clusters Score -8185164 nChanged 20647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -8197049.500000 Penalty: 5313.700684
	Iteration 1F: 3 clusters Score -8197050 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -8198143.000000 Penalty: 5313.700684
	Iteration 2Q: 3 clusters Score -8198143 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -8199686.000000 Penalty: 5313.700684
	Iteration 3F: 3 clusters Score -8199686 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -8201755.000000 Penalty: 5313.700684
	Iteration 4F: 3 clusters Score -8201755 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -8204440.000000 Penalty: 5313.700684
	Iteration 5F: 3 clusters Score -8204440 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -8207329.000000 Penalty: 5313.700684
	Iteration 6F: 3 clusters Score -8207329 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -8209695.500000 Penalty: 5313.700684
	Iteration 7F: 3 clusters Score -8209696 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -8211072.000000 Penalty: 5313.700684
	Iteration 8Q: 3 clusters Score -8211072 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -8211864.500000 Penalty: 5313.700684
	Iteration 9Q: 3 clusters Score -8211864 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 34387 members 
Entering Unmasked Estep 
Score: -8212448.000000 Penalty: 5313.700684
	Iteration 10Q: 3 clusters Score -8212448 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 35083 members 
Entering Unmasked Estep 
Score: -8212877.500000 Penalty: 5313.700684
	Iteration 11Q: 3 clusters Score -8212878 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -8213213.000000 Penalty: 5313.700684
	Iteration 12Q: 3 clusters Score -8213213 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -8213450.000000 Penalty: 5313.700684
	Iteration 13Q: 3 clusters Score -8213450 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -8213625.500000 Penalty: 5313.700684
	Iteration 14Q: 3 clusters Score -8213626 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -8213796.000000 Penalty: 5313.700684
	Iteration 15Q: 3 clusters Score -8213796 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -8213864.500000 Penalty: 5313.700684
	Iteration 16Q: 3 clusters Score -8213864 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -8213963.000000 Penalty: 5313.700684
	Iteration 17Q: 3 clusters Score -8213963 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -8214024.500000 Penalty: 5313.700684
	Iteration 18Q: 3 clusters Score -8214024 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 38397 members 
Entering Unmasked Estep 
Score: -8214076.500000 Penalty: 5313.700684
	Iteration 19Q: 3 clusters Score -8214076 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -8214109.500000 Penalty: 5313.700684
	Iteration 20F: 3 clusters Score -8214110 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 38974 members 
Entering Unmasked Estep 
Score: -8214165.000000 Penalty: 5313.700684
	Iteration 21Q: 3 clusters Score -8214165 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -8214166.500000 Penalty: 5313.700684
	Iteration 22Q: 3 clusters Score -8214166 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
Score: -8214179.000000 Penalty: 5313.700684
	Iteration 23Q: 3 clusters Score -8214179 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -8214217.000000 Penalty: 5313.700684
	Iteration 24Q: 3 clusters Score -8214217 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 39976 members 
Entering Unmasked Estep 
Score: -8214247.500000 Penalty: 5313.700684
	Iteration 25Q: 3 clusters Score -8214248 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 40184 members 
Entering Unmasked Estep 
Score: -8214253.500000 Penalty: 5313.700684
	Iteration 26Q: 3 clusters Score -8214254 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 40390 members 
Entering Unmasked Estep 
Score: -8214280.000000 Penalty: 5313.700684
	Iteration 27Q: 3 clusters Score -8214280 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -8214287.500000 Penalty: 5313.700684
	Iteration 28Q: 3 clusters Score -8214288 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 40772 members 
Entering Unmasked Estep 
Score: -8214318.000000 Penalty: 5313.700684
	Iteration 29Q: 3 clusters Score -8214318 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 40947 members 
Entering Unmasked Estep 
Score: -8214365.500000 Penalty: 5313.700684
	Iteration 30Q: 3 clusters Score -8214366 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
Score: -8214355.000000 Penalty: 5313.700684
	Iteration 31Q: 3 clusters Score -8214355 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 41211 members 
Entering Unmasked Estep 
Score: -8214360.000000 Penalty: 5313.700684
	Iteration 32Q: 3 clusters Score -8214360 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -8214383.000000 Penalty: 5313.700684
	Iteration 33Q: 3 clusters Score -8214383 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -8214380.000000 Penalty: 5313.700684
	Iteration 34Q: 3 clusters Score -8214380 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 41528 members 
Entering Unmasked Estep 
Score: -8214393.500000 Penalty: 5313.700684
	Iteration 35Q: 3 clusters Score -8214394 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -8214370.500000 Penalty: 5313.700684
	Iteration 36Q: 3 clusters Score -8214370 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 41741 members 
Entering Unmasked Estep 
Score: -8214397.000000 Penalty: 5313.700684
	Iteration 37Q: 3 clusters Score -8214397 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 41837 members 
Entering Unmasked Estep 
Score: -8214392.000000 Penalty: 5313.700684
	Iteration 38Q: 3 clusters Score -8214392 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 41927 members 
Entering Unmasked Estep 
Score: -8214394.000000 Penalty: 5313.700684
	Iteration 39Q: 3 clusters Score -8214394 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 41995 members 
Entering Unmasked Estep 
Score: -8214388.000000 Penalty: 5313.700684
	Iteration 40F: 3 clusters Score -8214388 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -8214384.000000 Penalty: 5313.700684
	Iteration 41Q: 3 clusters Score -8214384 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -8214379.000000 Penalty: 5313.700684
	Iteration 42Q: 3 clusters Score -8214379 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -8214357.000000 Penalty: 5313.700684
	Iteration 43Q: 3 clusters Score -8214357 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 42178 members 
Entering Unmasked Estep 
Score: -8214339.000000 Penalty: 5313.700684
	Iteration 44Q: 3 clusters Score -8214339 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 42208 members 
Entering Unmasked Estep 
Score: -8214337.000000 Penalty: 5313.700684
	Iteration 45Q: 3 clusters Score -8214337 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -8214351.500000 Penalty: 5313.700684
	Iteration 46Q: 3 clusters Score -8214352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 42248 members 
Entering Unmasked Estep 
Score: -8214355.500000 Penalty: 5313.700684
	Iteration 47Q: 3 clusters Score -8214356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -8214343.500000 Penalty: 5313.700684
	Iteration 48Q: 3 clusters Score -8214344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -8214343.500000 Penalty: 5313.700684
	Iteration 49Q: 3 clusters Score -8214344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -8214344.000000 Penalty: 5313.700684
	Iteration 50Q: 3 clusters Score -8214344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -8214348.500000 Penalty: 5313.700684
	Iteration 51Q: 3 clusters Score -8214348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -8214354.500000 Penalty: 5313.700684
	Iteration 52Q: 3 clusters Score -8214354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 42320 members 
Entering Unmasked Estep 
Score: -8214351.500000 Penalty: 5313.700684
	Iteration 53Q: 3 clusters Score -8214352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 42324 members 
Entering Unmasked Estep 
Score: -8214348.000000 Penalty: 5313.700684
	Iteration 54Q: 3 clusters Score -8214348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 42329 members 
Entering Unmasked Estep 
Score: -8214342.000000 Penalty: 5313.700684
	Iteration 55Q: 3 clusters Score -8214342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
Score: -8214340.500000 Penalty: 5313.700684
	Iteration 56Q: 3 clusters Score -8214340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -8214346.500000 Penalty: 5313.700684
	Iteration 57Q: 3 clusters Score -8214346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 42345 members 
Entering Unmasked Estep 
Score: -8214349.500000 Penalty: 5313.700684
	Iteration 58Q: 3 clusters Score -8214350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -8214354.500000 Penalty: 5313.700684
	Iteration 59Q: 3 clusters Score -8214354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -8214346.500000 Penalty: 5313.700684
	Iteration 60F: 3 clusters Score -8214346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -8214353.500000 Penalty: 5313.700684
	Iteration 61Q: 3 clusters Score -8214354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -8214353.500000 Penalty: 5313.700684
	Iteration 62F: 3 clusters Score -8214354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 43429 members 
Mstep: Class 3 contains 23635 members 
Mstep: Class 4 contains 46225 members 
Mstep: Class 5 contains 44735 members 
Mstep: Class 6 contains 48302 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50665 members 
Mstep: Class 11 contains 46950 members 
Mstep: Class 12 contains 48686 members 
Mstep: Class 13 contains 48155 members 
Mstep: Class 14 contains 45314 members 
Mstep: Class 15 contains 25621 members 
Mstep: Class 16 contains 2592 members 
Mstep: Class 17 contains 47652 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1681 members 
Mstep: Class 21 contains 40787 members 
Mstep: Class 22 contains 5138 members 
Mstep: Class 23 contains 42349 members 
Entering Unmasked Estep 
Score: -111213904.000000 Penalty: 76057.484375
Splitting cluster 16 changes total score from -111214712.000000 to -111213904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (47652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47652 members 
Entering Unmasked Estep 
Score: -8714174.000000 Penalty: 2671.376709
	Iteration 0F: 2 clusters Score -8714174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -8683898.000000 Penalty: 5342.753418
	Iteration 0F: 3 clusters Score -8683898 nChanged 21981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -8696069.000000 Penalty: 5342.753418
	Iteration 1F: 3 clusters Score -8696069 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -8696647.000000 Penalty: 5342.753418
	Iteration 2Q: 3 clusters Score -8696647 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -8697119.000000 Penalty: 5342.753418
	Iteration 3Q: 3 clusters Score -8697119 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -8697566.000000 Penalty: 5342.753418
	Iteration 4Q: 3 clusters Score -8697566 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -8698040.000000 Penalty: 5342.753418
	Iteration 5Q: 3 clusters Score -8698040 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -8698539.000000 Penalty: 5342.753418
	Iteration 6Q: 3 clusters Score -8698539 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -8699070.000000 Penalty: 5342.753418
	Iteration 7Q: 3 clusters Score -8699070 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -8699642.000000 Penalty: 5342.753418
	Iteration 8Q: 3 clusters Score -8699642 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -8700402.000000 Penalty: 5342.753418
	Iteration 9Q: 3 clusters Score -8700402 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -8701368.000000 Penalty: 5342.753418
	Iteration 10Q: 3 clusters Score -8701368 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -8702677.000000 Penalty: 5342.753418
	Iteration 11Q: 3 clusters Score -8702677 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -8704384.000000 Penalty: 5342.753418
	Iteration 12F: 3 clusters Score -8704384 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -8706008.000000 Penalty: 5342.753418
	Iteration 13F: 3 clusters Score -8706008 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
Score: -8707249.000000 Penalty: 5342.753418
	Iteration 14Q: 3 clusters Score -8707249 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -8708061.000000 Penalty: 5342.753418
	Iteration 15Q: 3 clusters Score -8708061 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -8708497.000000 Penalty: 5342.753418
	Iteration 16Q: 3 clusters Score -8708497 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -8708853.000000 Penalty: 5342.753418
	Iteration 17Q: 3 clusters Score -8708853 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -8709202.000000 Penalty: 5342.753418
	Iteration 18Q: 3 clusters Score -8709202 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -8709570.000000 Penalty: 5342.753418
	Iteration 19Q: 3 clusters Score -8709570 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -8709900.000000 Penalty: 5342.753418
	Iteration 20F: 3 clusters Score -8709900 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -8710317.000000 Penalty: 5342.753418
	Iteration 21Q: 3 clusters Score -8710317 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -8710734.000000 Penalty: 5342.753418
	Iteration 22Q: 3 clusters Score -8710734 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -8711170.000000 Penalty: 5342.753418
	Iteration 23Q: 3 clusters Score -8711170 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -8711591.000000 Penalty: 5342.753418
	Iteration 24Q: 3 clusters Score -8711591 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 31904 members 
Entering Unmasked Estep 
Score: -8712028.000000 Penalty: 5342.753418
	Iteration 25Q: 3 clusters Score -8712028 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
Score: -8712354.000000 Penalty: 5342.753418
	Iteration 26Q: 3 clusters Score -8712354 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -8712603.000000 Penalty: 5342.753418
	Iteration 27Q: 3 clusters Score -8712603 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -8712739.000000 Penalty: 5342.753418
	Iteration 28Q: 3 clusters Score -8712739 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 32765 members 
Entering Unmasked Estep 
Score: -8712866.000000 Penalty: 5342.753418
	Iteration 29Q: 3 clusters Score -8712866 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -8712918.000000 Penalty: 5342.753418
	Iteration 30Q: 3 clusters Score -8712918 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -8712969.000000 Penalty: 5342.753418
	Iteration 31Q: 3 clusters Score -8712969 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -8712992.000000 Penalty: 5342.753418
	Iteration 32Q: 3 clusters Score -8712992 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -8713037.000000 Penalty: 5342.753418
	Iteration 33Q: 3 clusters Score -8713037 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 33657 members 
Entering Unmasked Estep 
Score: -8713063.000000 Penalty: 5342.753418
	Iteration 34Q: 3 clusters Score -8713063 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 33794 members 
Entering Unmasked Estep 
Score: -8713068.000000 Penalty: 5342.753418
	Iteration 35Q: 3 clusters Score -8713068 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -8713083.000000 Penalty: 5342.753418
	Iteration 36Q: 3 clusters Score -8713083 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 34125 members 
Entering Unmasked Estep 
Score: -8713082.000000 Penalty: 5342.753418
	Iteration 37Q: 3 clusters Score -8713082 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -8713117.000000 Penalty: 5342.753418
	Iteration 38Q: 3 clusters Score -8713117 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -8713108.000000 Penalty: 5342.753418
	Iteration 39Q: 3 clusters Score -8713108 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
Score: -8713142.000000 Penalty: 5342.753418
	Iteration 40F: 3 clusters Score -8713142 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -8713163.000000 Penalty: 5342.753418
	Iteration 41Q: 3 clusters Score -8713163 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -8713180.000000 Penalty: 5342.753418
	Iteration 42Q: 3 clusters Score -8713180 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -8713192.000000 Penalty: 5342.753418
	Iteration 43Q: 3 clusters Score -8713192 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -8713198.000000 Penalty: 5342.753418
	Iteration 44Q: 3 clusters Score -8713198 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -8713201.000000 Penalty: 5342.753418
	Iteration 45Q: 3 clusters Score -8713201 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 35339 members 
Entering Unmasked Estep 
Score: -8713209.000000 Penalty: 5342.753418
	Iteration 46Q: 3 clusters Score -8713209 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -8713212.000000 Penalty: 5342.753418
	Iteration 47Q: 3 clusters Score -8713212 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -8713235.000000 Penalty: 5342.753418
	Iteration 48Q: 3 clusters Score -8713235 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -8713243.000000 Penalty: 5342.753418
	Iteration 49Q: 3 clusters Score -8713243 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -8713259.000000 Penalty: 5342.753418
	Iteration 50Q: 3 clusters Score -8713259 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 35874 members 
Entering Unmasked Estep 
Score: -8713241.000000 Penalty: 5342.753418
	Iteration 51Q: 3 clusters Score -8713241 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 35970 members 
Entering Unmasked Estep 
Score: -8713266.000000 Penalty: 5342.753418
	Iteration 52Q: 3 clusters Score -8713266 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -8713252.000000 Penalty: 5342.753418
	Iteration 53Q: 3 clusters Score -8713252 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -8713242.000000 Penalty: 5342.753418
	Iteration 54Q: 3 clusters Score -8713242 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -8713232.000000 Penalty: 5342.753418
	Iteration 55Q: 3 clusters Score -8713232 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -8713222.000000 Penalty: 5342.753418
	Iteration 56Q: 3 clusters Score -8713222 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 36257 members 
Entering Unmasked Estep 
Score: -8713231.000000 Penalty: 5342.753418
	Iteration 57Q: 3 clusters Score -8713231 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -8713230.000000 Penalty: 5342.753418
	Iteration 58Q: 3 clusters Score -8713230 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -8713234.000000 Penalty: 5342.753418
	Iteration 59Q: 3 clusters Score -8713234 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -8713249.000000 Penalty: 5342.753418
	Iteration 60F: 3 clusters Score -8713249 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -8713278.000000 Penalty: 5342.753418
	Iteration 61Q: 3 clusters Score -8713278 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -8713299.000000 Penalty: 5342.753418
	Iteration 62Q: 3 clusters Score -8713299 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -8713315.000000 Penalty: 5342.753418
	Iteration 63Q: 3 clusters Score -8713315 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -8713322.000000 Penalty: 5342.753418
	Iteration 64Q: 3 clusters Score -8713322 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -8713316.000000 Penalty: 5342.753418
	Iteration 65Q: 3 clusters Score -8713316 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 36758 members 
Entering Unmasked Estep 
Score: -8713305.000000 Penalty: 5342.753418
	Iteration 66Q: 3 clusters Score -8713305 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8713305 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 36868 members 
Entering Unmasked Estep 
Score: -8713309.000000 Penalty: 5342.753418
	Iteration 68Q: 3 clusters Score -8713309 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -8713336.000000 Penalty: 5342.753418
	Iteration 69Q: 3 clusters Score -8713336 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -8713328.000000 Penalty: 5342.753418
	Iteration 70Q: 3 clusters Score -8713328 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -8713338.000000 Penalty: 5342.753418
	Iteration 71Q: 3 clusters Score -8713338 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -8713340.000000 Penalty: 5342.753418
	Iteration 72Q: 3 clusters Score -8713340 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -8713337.000000 Penalty: 5342.753418
	Iteration 73Q: 3 clusters Score -8713337 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 37315 members 
Entering Unmasked Estep 
Score: -8713333.000000 Penalty: 5342.753418
	Iteration 74Q: 3 clusters Score -8713333 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 37377 members 
Entering Unmasked Estep 
Score: -8713342.000000 Penalty: 5342.753418
	Iteration 75Q: 3 clusters Score -8713342 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -8713344.000000 Penalty: 5342.753418
	Iteration 76Q: 3 clusters Score -8713344 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
Score: -8713335.000000 Penalty: 5342.753418
	Iteration 77Q: 3 clusters Score -8713335 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -8713334.000000 Penalty: 5342.753418
	Iteration 78Q: 3 clusters Score -8713334 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -8713322.000000 Penalty: 5342.753418
	Iteration 79Q: 3 clusters Score -8713322 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -8713322.000000 Penalty: 5342.753418
	Iteration 80F: 3 clusters Score -8713322 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
Score: -8713345.000000 Penalty: 5342.753418
	Iteration 81Q: 3 clusters Score -8713345 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -8713364.000000 Penalty: 5342.753418
	Iteration 82Q: 3 clusters Score -8713364 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -8713380.000000 Penalty: 5342.753418
	Iteration 83Q: 3 clusters Score -8713380 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -8713388.000000 Penalty: 5342.753418
	Iteration 84Q: 3 clusters Score -8713388 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -8713375.000000 Penalty: 5342.753418
	Iteration 85Q: 3 clusters Score -8713375 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -8713384.000000 Penalty: 5342.753418
	Iteration 86Q: 3 clusters Score -8713384 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8713388 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 38047 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8713388 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 38086 members 
Entering Unmasked Estep 
Score: -8713399.000000 Penalty: 5342.753418
	Iteration 89Q: 3 clusters Score -8713399 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 38118 members 
Entering Unmasked Estep 
Score: -8713385.000000 Penalty: 5342.753418
	Iteration 90Q: 3 clusters Score -8713385 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -8713393.000000 Penalty: 5342.753418
	Iteration 91Q: 3 clusters Score -8713393 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -8713402.000000 Penalty: 5342.753418
	Iteration 92Q: 3 clusters Score -8713402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -8713393.000000 Penalty: 5342.753418
	Iteration 93Q: 3 clusters Score -8713393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -8713394.000000 Penalty: 5342.753418
	Iteration 94Q: 3 clusters Score -8713394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -8713387.000000 Penalty: 5342.753418
	Iteration 95Q: 3 clusters Score -8713387 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
Score: -8713398.000000 Penalty: 5342.753418
	Iteration 96Q: 3 clusters Score -8713398 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -8713401.000000 Penalty: 5342.753418
	Iteration 97Q: 3 clusters Score -8713401 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 38299 members 
Entering Unmasked Estep 
Score: -8713384.000000 Penalty: 5342.753418
	Iteration 98Q: 3 clusters Score -8713384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 38316 members 
Entering Unmasked Estep 
Score: -8713391.000000 Penalty: 5342.753418
	Iteration 99Q: 3 clusters Score -8713391 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -8713395.000000 Penalty: 5342.753418
	Iteration 100F: 3 clusters Score -8713395 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -8713400.000000 Penalty: 5342.753418
	Iteration 101Q: 3 clusters Score -8713400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 38365 members 
Entering Unmasked Estep 
Score: -8713404.000000 Penalty: 5342.753418
	Iteration 102Q: 3 clusters Score -8713404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -8713393.000000 Penalty: 5342.753418
	Iteration 103Q: 3 clusters Score -8713393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -8713392.000000 Penalty: 5342.753418
	Iteration 104Q: 3 clusters Score -8713392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 38402 members 
Entering Unmasked Estep 
Score: -8713386.000000 Penalty: 5342.753418
	Iteration 105Q: 3 clusters Score -8713386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -8713397.000000 Penalty: 5342.753418
	Iteration 106Q: 3 clusters Score -8713397 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -8713399.000000 Penalty: 5342.753418
	Iteration 107Q: 3 clusters Score -8713399 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 38455 members 
Entering Unmasked Estep 
Score: -8713388.000000 Penalty: 5342.753418
	Iteration 108Q: 3 clusters Score -8713388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 38472 members 
Entering Unmasked Estep 
Score: -8713401.000000 Penalty: 5342.753418
	Iteration 109Q: 3 clusters Score -8713401 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -8713385.000000 Penalty: 5342.753418
	Iteration 110Q: 3 clusters Score -8713385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -8713374.000000 Penalty: 5342.753418
	Iteration 111Q: 3 clusters Score -8713374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 38510 members 
Entering Unmasked Estep 
Score: -8713381.000000 Penalty: 5342.753418
	Iteration 112Q: 3 clusters Score -8713381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -8713387.000000 Penalty: 5342.753418
	Iteration 113Q: 3 clusters Score -8713387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -8713369.000000 Penalty: 5342.753418
	Iteration 114Q: 3 clusters Score -8713369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -8713384.000000 Penalty: 5342.753418
	Iteration 115Q: 3 clusters Score -8713384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -8713392.000000 Penalty: 5342.753418
	Iteration 116Q: 3 clusters Score -8713392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 38547 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8713384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 38557 members 
Entering Unmasked Estep 
Score: -8713387.000000 Penalty: 5342.753418
	Iteration 118Q: 3 clusters Score -8713387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 38565 members 
Entering Unmasked Estep 
Score: -8713394.000000 Penalty: 5342.753418
	Iteration 119Q: 3 clusters Score -8713394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -8713398.000000 Penalty: 5342.753418
	Iteration 120F: 3 clusters Score -8713398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
Score: -8713395.000000 Penalty: 5342.753418
	Iteration 121Q: 3 clusters Score -8713395 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8713395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -8713412.000000 Penalty: 5342.753418
	Iteration 123Q: 3 clusters Score -8713412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 38633 members 
Entering Unmasked Estep 
Score: -8713396.000000 Penalty: 5342.753418
	Iteration 124Q: 3 clusters Score -8713396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -8713405.000000 Penalty: 5342.753418
	Iteration 125Q: 3 clusters Score -8713405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 38654 members 
Entering Unmasked Estep 
Score: -8713408.000000 Penalty: 5342.753418
	Iteration 126Q: 3 clusters Score -8713408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -8713418.000000 Penalty: 5342.753418
	Iteration 127Q: 3 clusters Score -8713418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -8713418.000000 Penalty: 5342.753418
	Iteration 128Q: 3 clusters Score -8713418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -8713429.000000 Penalty: 5342.753418
	Iteration 129Q: 3 clusters Score -8713429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -8713425.000000 Penalty: 5342.753418
	Iteration 130Q: 3 clusters Score -8713425 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -8713440.000000 Penalty: 5342.753418
	Iteration 131Q: 3 clusters Score -8713440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -8713432.000000 Penalty: 5342.753418
	Iteration 132Q: 3 clusters Score -8713432 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -8713433.000000 Penalty: 5342.753418
	Iteration 133Q: 3 clusters Score -8713433 nChanged 11
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -8713437.000000 Penalty: 5342.753418
	Iteration 134Q: 3 clusters Score -8713437 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
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Entering Unmasked Estep 
Score: -8713439.000000 Penalty: 5342.753418
	Iteration 135Q: 3 clusters Score -8713439 nChanged 8
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Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8713432 nChanged 5
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Mstep: Class 1 contains 8869 members 
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Entering Unmasked Estep 
Score: -8713438.000000 Penalty: 5342.753418
	Iteration 137Q: 3 clusters Score -8713438 nChanged 11
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Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
Score: -8713443.000000 Penalty: 5342.753418
	Iteration 138Q: 3 clusters Score -8713443 nChanged 9
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Mstep: Class 1 contains 8849 members 
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Entering Unmasked Estep 
Score: -8713459.000000 Penalty: 5342.753418
	Iteration 139Q: 3 clusters Score -8713459 nChanged 11
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Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 38814 members 
Entering Unmasked Estep 
Score: -8713455.000000 Penalty: 5342.753418
	Iteration 140F: 3 clusters Score -8713455 nChanged 15
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Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -8713459.000000 Penalty: 5342.753418
	Iteration 141Q: 3 clusters Score -8713459 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 38837 members 
Entering Unmasked Estep 
Score: -8713451.000000 Penalty: 5342.753418
	Iteration 142Q: 3 clusters Score -8713451 nChanged 8
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Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -8713454.000000 Penalty: 5342.753418
	Iteration 143Q: 3 clusters Score -8713454 nChanged 7
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Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -8713458.000000 Penalty: 5342.753418
	Iteration 144Q: 3 clusters Score -8713458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -8713465.000000 Penalty: 5342.753418
	Iteration 145Q: 3 clusters Score -8713465 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -8713465 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -8713468.000000 Penalty: 5342.753418
	Iteration 147Q: 3 clusters Score -8713468 nChanged 7
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Mstep: Class 1 contains 8772 members 
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Entering Unmasked Estep 
Score: -8713463.000000 Penalty: 5342.753418
	Iteration 148Q: 3 clusters Score -8713463 nChanged 9
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Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -8713463 nChanged 11
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Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -8713478.000000 Penalty: 5342.753418
	Iteration 150Q: 3 clusters Score -8713478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -8713481.000000 Penalty: 5342.753418
	Iteration 151Q: 3 clusters Score -8713481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 38925 members 
Entering Unmasked Estep 
Score: -8713478.000000 Penalty: 5342.753418
	Iteration 152Q: 3 clusters Score -8713478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 38937 members 
Entering Unmasked Estep 
Score: -8713473.000000 Penalty: 5342.753418
	Iteration 153Q: 3 clusters Score -8713473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -8713466.000000 Penalty: 5342.753418
	Iteration 154Q: 3 clusters Score -8713466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -8713474.000000 Penalty: 5342.753418
	Iteration 155Q: 3 clusters Score -8713474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 38963 members 
Entering Unmasked Estep 
Score: -8713472.000000 Penalty: 5342.753418
	Iteration 156Q: 3 clusters Score -8713472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 38967 members 
Entering Unmasked Estep 
Score: -8713479.000000 Penalty: 5342.753418
	Iteration 157Q: 3 clusters Score -8713479 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -8713477.000000 Penalty: 5342.753418
	Iteration 158Q: 3 clusters Score -8713477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -8713476.000000 Penalty: 5342.753418
	Iteration 159Q: 3 clusters Score -8713476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -8713476.000000 Penalty: 5342.753418
	Iteration 160F: 3 clusters Score -8713476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -100762.539062 Penalty: 1652.456909
	Iteration 0F: 2 clusters Score -100762.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -99140.531250 Penalty: 3304.913818
	Iteration 0F: 3 clusters Score -99140.53 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -99658.453125 Penalty: 3304.913818
	Iteration 1F: 3 clusters Score -99658.45 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -99938.031250 Penalty: 3304.913818
	Iteration 2F: 3 clusters Score -99938.03 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -100144.578125 Penalty: 3304.913818
	Iteration 3F: 3 clusters Score -100144.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -100258.906250 Penalty: 3304.913818
	Iteration 4Q: 3 clusters Score -100258.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -100374.671875 Penalty: 3304.913818
	Iteration 5Q: 3 clusters Score -100374.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -100450.648438 Penalty: 3304.913818
	Iteration 6Q: 3 clusters Score -100450.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -100505.703125 Penalty: 3304.913818
	Iteration 7Q: 3 clusters Score -100505.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -100540.414062 Penalty: 3304.913818
	Iteration 8Q: 3 clusters Score -100540.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -100575.343750 Penalty: 3304.913818
	Iteration 9Q: 3 clusters Score -100575.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -100622.664062 Penalty: 3304.913818
	Iteration 10Q: 3 clusters Score -100622.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -100641.476562 Penalty: 3304.913818
	Iteration 11Q: 3 clusters Score -100641.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -100650.531250 Penalty: 3304.913818
	Iteration 12Q: 3 clusters Score -100650.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -100651.218750 Penalty: 3304.913818
	Iteration 13Q: 3 clusters Score -100651.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -100654.085938 Penalty: 3304.913818
	Iteration 14F: 3 clusters Score -100654.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -100664.250000 Penalty: 3304.913818
	Iteration 15Q: 3 clusters Score -100664.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -100674.632812 Penalty: 3304.913818
	Iteration 16Q: 3 clusters Score -100674.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -100683.265625 Penalty: 3304.913818
	Iteration 17Q: 3 clusters Score -100683.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -100685.609375 Penalty: 3304.913818
	Iteration 18Q: 3 clusters Score -100685.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -100686.039062 Penalty: 3304.913818
	Iteration 19Q: 3 clusters Score -100686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -100686.679688 Penalty: 3304.913818
	Iteration 20F: 3 clusters Score -100686.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -100687.484375 Penalty: 3304.913818
	Iteration 21Q: 3 clusters Score -100687.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -100687.484375 Penalty: 3304.913818
	Iteration 22F: 3 clusters Score -100687.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Entering Unmasked Estep 
Score: -49939.371094 Penalty: 1528.502075
	Iteration 0F: 2 clusters Score -49939.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -48506.386719 Penalty: 3057.004150
	Iteration 0F: 3 clusters Score -48506.39 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -48877.882812 Penalty: 3057.004150
	Iteration 1F: 3 clusters Score -48877.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -49017.746094 Penalty: 3057.004150
	Iteration 2F: 3 clusters Score -49017.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -49080.222656 Penalty: 3057.004150
	Iteration 3Q: 3 clusters Score -49080.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -49101.753906 Penalty: 3057.004150
	Iteration 4Q: 3 clusters Score -49101.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -49142.339844 Penalty: 3057.004150
	Iteration 5Q: 3 clusters Score -49142.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -49162.582031 Penalty: 3057.004150
	Iteration 6Q: 3 clusters Score -49162.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -49165.242188 Penalty: 3057.004150
	Iteration 7Q: 3 clusters Score -49165.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -49165.242188 Penalty: 3057.004150
	Iteration 8F: 3 clusters Score -49165.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Entering Unmasked Estep 
Score: -285404.468750 Penalty: 1841.931763
	Iteration 0F: 2 clusters Score -285404.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -283083.843750 Penalty: 3683.863525
	Iteration 0F: 3 clusters Score -283083.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -283871.656250 Penalty: 3683.863525
	Iteration 1F: 3 clusters Score -283871.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -284593.593750 Penalty: 3683.863525
	Iteration 2F: 3 clusters Score -284593.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -285237.843750 Penalty: 3683.863525
	Iteration 3F: 3 clusters Score -285237.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -285668.218750 Penalty: 3683.863525
	Iteration 4F: 3 clusters Score -285668.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -285896.187500 Penalty: 3683.863525
	Iteration 5Q: 3 clusters Score -285896.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -286105.562500 Penalty: 3683.863525
	Iteration 6Q: 3 clusters Score -286105.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -286301.906250 Penalty: 3683.863525
	Iteration 7Q: 3 clusters Score -286301.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -286517.937500 Penalty: 3683.863525
	Iteration 8Q: 3 clusters Score -286517.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -286696.937500 Penalty: 3683.863525
	Iteration 9Q: 3 clusters Score -286696.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -286730.343750 Penalty: 3683.863525
	Iteration 10Q: 3 clusters Score -286730.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -286740.843750 Penalty: 3683.863525
	Iteration 11Q: 3 clusters Score -286740.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -286745.031250 Penalty: 3683.863525
	Iteration 12Q: 3 clusters Score -286745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -286748.218750 Penalty: 3683.863525
	Iteration 13Q: 3 clusters Score -286748.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -286763.843750 Penalty: 3683.863525
	Iteration 14F: 3 clusters Score -286763.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -286820.343750 Penalty: 3683.863525
	Iteration 15Q: 3 clusters Score -286820.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -286847.312500 Penalty: 3683.863525
	Iteration 16Q: 3 clusters Score -286847.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -286847.312500 Penalty: 3683.863525
	Iteration 17F: 3 clusters Score -286847.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 43429 members 
Mstep: Class 3 contains 23635 members 
Mstep: Class 4 contains 46225 members 
Mstep: Class 5 contains 44735 members 
Mstep: Class 6 contains 48302 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50665 members 
Mstep: Class 11 contains 46950 members 
Mstep: Class 12 contains 48686 members 
Mstep: Class 13 contains 48155 members 
Mstep: Class 14 contains 45314 members 
Mstep: Class 15 contains 25621 members 
Mstep: Class 16 contains 44941 members 
Mstep: Class 17 contains 47652 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 991 members 
Mstep: Class 21 contains 40787 members 
Mstep: Class 22 contains 5138 members 
Mstep: Class 23 contains 690 members 
Entering Unmasked Estep 
Score: -111214648.000000 Penalty: 76057.484375
Splitting cluster 20 changes total score from -111214712.000000 to -111214648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (40787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Entering Unmasked Estep 
Score: -7481689.000000 Penalty: 2632.797363
	Iteration 0F: 2 clusters Score -7481689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -7454533.500000 Penalty: 5265.594727
	Iteration 0F: 3 clusters Score -7454534 nChanged 18563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -7464634.500000 Penalty: 5265.594727
	Iteration 1F: 3 clusters Score -7464634 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -7465239.500000 Penalty: 5265.594727
	Iteration 2Q: 3 clusters Score -7465240 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -7465850.000000 Penalty: 5265.594727
	Iteration 3Q: 3 clusters Score -7465850 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -7466468.500000 Penalty: 5265.594727
	Iteration 4Q: 3 clusters Score -7466468 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -7467188.000000 Penalty: 5265.594727
	Iteration 5Q: 3 clusters Score -7467188 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -7467949.500000 Penalty: 5265.594727
	Iteration 6Q: 3 clusters Score -7467950 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -7468809.500000 Penalty: 5265.594727
	Iteration 7Q: 3 clusters Score -7468810 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -7469863.500000 Penalty: 5265.594727
	Iteration 8Q: 3 clusters Score -7469864 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -7471092.000000 Penalty: 5265.594727
	Iteration 9F: 3 clusters Score -7471092 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -7472528.500000 Penalty: 5265.594727
	Iteration 10F: 3 clusters Score -7472528 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -7473829.000000 Penalty: 5265.594727
	Iteration 11F: 3 clusters Score -7473829 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -7474488.500000 Penalty: 5265.594727
	Iteration 12Q: 3 clusters Score -7474488 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -7474829.500000 Penalty: 5265.594727
	Iteration 13Q: 3 clusters Score -7474830 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 22185 members 
Entering Unmasked Estep 
Score: -7475046.000000 Penalty: 5265.594727
	Iteration 14Q: 3 clusters Score -7475046 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -7475201.000000 Penalty: 5265.594727
	Iteration 15Q: 3 clusters Score -7475201 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -7475340.500000 Penalty: 5265.594727
	Iteration 16Q: 3 clusters Score -7475340 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -7475529.000000 Penalty: 5265.594727
	Iteration 17Q: 3 clusters Score -7475529 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -7475677.000000 Penalty: 5265.594727
	Iteration 18Q: 3 clusters Score -7475677 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -7475870.500000 Penalty: 5265.594727
	Iteration 19Q: 3 clusters Score -7475870 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -7476065.500000 Penalty: 5265.594727
	Iteration 20F: 3 clusters Score -7476066 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -7476284.500000 Penalty: 5265.594727
	Iteration 21Q: 3 clusters Score -7476284 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -7476467.000000 Penalty: 5265.594727
	Iteration 22Q: 3 clusters Score -7476467 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -7476687.000000 Penalty: 5265.594727
	Iteration 23Q: 3 clusters Score -7476687 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -7476896.500000 Penalty: 5265.594727
	Iteration 24Q: 3 clusters Score -7476896 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 28358 members 
Entering Unmasked Estep 
Score: -7477115.500000 Penalty: 5265.594727
	Iteration 25Q: 3 clusters Score -7477116 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -7477297.500000 Penalty: 5265.594727
	Iteration 26Q: 3 clusters Score -7477298 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -7477445.000000 Penalty: 5265.594727
	Iteration 27Q: 3 clusters Score -7477445 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -7477600.500000 Penalty: 5265.594727
	Iteration 28Q: 3 clusters Score -7477600 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -7477787.500000 Penalty: 5265.594727
	Iteration 29Q: 3 clusters Score -7477788 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
Score: -7477934.500000 Penalty: 5265.594727
	Iteration 30Q: 3 clusters Score -7477934 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -7478055.000000 Penalty: 5265.594727
	Iteration 31Q: 3 clusters Score -7478055 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 32240 members 
Entering Unmasked Estep 
Score: -7478186.000000 Penalty: 5265.594727
	Iteration 32Q: 3 clusters Score -7478186 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 32703 members 
Entering Unmasked Estep 
Score: -7478356.500000 Penalty: 5265.594727
	Iteration 33Q: 3 clusters Score -7478356 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -7478498.000000 Penalty: 5265.594727
	Iteration 34Q: 3 clusters Score -7478498 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -7478582.500000 Penalty: 5265.594727
	Iteration 35Q: 3 clusters Score -7478582 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -7478697.000000 Penalty: 5265.594727
	Iteration 36Q: 3 clusters Score -7478697 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
Score: -7478808.500000 Penalty: 5265.594727
	Iteration 37Q: 3 clusters Score -7478808 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -7478909.500000 Penalty: 5265.594727
	Iteration 38Q: 3 clusters Score -7478910 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -7479031.500000 Penalty: 5265.594727
	Iteration 39Q: 3 clusters Score -7479032 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -7479104.000000 Penalty: 5265.594727
	Iteration 40F: 3 clusters Score -7479104 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 35903 members 
Entering Unmasked Estep 
Score: -7479178.000000 Penalty: 5265.594727
	Iteration 41Q: 3 clusters Score -7479178 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -7479266.000000 Penalty: 5265.594727
	Iteration 42Q: 3 clusters Score -7479266 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 36452 members 
Entering Unmasked Estep 
Score: -7479288.000000 Penalty: 5265.594727
	Iteration 43Q: 3 clusters Score -7479288 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -7479332.000000 Penalty: 5265.594727
	Iteration 44Q: 3 clusters Score -7479332 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -7479391.500000 Penalty: 5265.594727
	Iteration 45Q: 3 clusters Score -7479392 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 37105 members 
Entering Unmasked Estep 
Score: -7479435.000000 Penalty: 5265.594727
	Iteration 46Q: 3 clusters Score -7479435 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 37300 members 
Entering Unmasked Estep 
Score: -7479474.000000 Penalty: 5265.594727
	Iteration 47Q: 3 clusters Score -7479474 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -7479526.000000 Penalty: 5265.594727
	Iteration 48Q: 3 clusters Score -7479526 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -7479565.500000 Penalty: 5265.594727
	Iteration 49Q: 3 clusters Score -7479566 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -7479603.000000 Penalty: 5265.594727
	Iteration 50Q: 3 clusters Score -7479603 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -7479614.000000 Penalty: 5265.594727
	Iteration 51Q: 3 clusters Score -7479614 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 38028 members 
Entering Unmasked Estep 
Score: -7479642.500000 Penalty: 5265.594727
	Iteration 52Q: 3 clusters Score -7479642 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 38114 members 
Entering Unmasked Estep 
Score: -7479641.000000 Penalty: 5265.594727
	Iteration 53Q: 3 clusters Score -7479641 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -7479651.000000 Penalty: 5265.594727
	Iteration 54Q: 3 clusters Score -7479651 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -7479675.000000 Penalty: 5265.594727
	Iteration 55Q: 3 clusters Score -7479675 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -7479701.500000 Penalty: 5265.594727
	Iteration 56Q: 3 clusters Score -7479702 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
Score: -7479706.000000 Penalty: 5265.594727
	Iteration 57Q: 3 clusters Score -7479706 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 38477 members 
Entering Unmasked Estep 
Score: -7479702.500000 Penalty: 5265.594727
	Iteration 58Q: 3 clusters Score -7479702 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 38519 members 
Entering Unmasked Estep 
Score: -7479719.000000 Penalty: 5265.594727
	Iteration 59Q: 3 clusters Score -7479719 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 38563 members 
Entering Unmasked Estep 
Score: -7479717.500000 Penalty: 5265.594727
	Iteration 60F: 3 clusters Score -7479718 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -7479733.500000 Penalty: 5265.594727
	Iteration 61Q: 3 clusters Score -7479734 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -7479734.000000 Penalty: 5265.594727
	Iteration 62Q: 3 clusters Score -7479734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -7479744.000000 Penalty: 5265.594727
	Iteration 63Q: 3 clusters Score -7479744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -7479733.500000 Penalty: 5265.594727
	Iteration 64Q: 3 clusters Score -7479734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -7479745.000000 Penalty: 5265.594727
	Iteration 65Q: 3 clusters Score -7479745 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -7479755.500000 Penalty: 5265.594727
	Iteration 66Q: 3 clusters Score -7479756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -7479754.500000 Penalty: 5265.594727
	Iteration 67Q: 3 clusters Score -7479754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -7479755.000000 Penalty: 5265.594727
	Iteration 68Q: 3 clusters Score -7479755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -7479762.500000 Penalty: 5265.594727
	Iteration 69Q: 3 clusters Score -7479762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -7479767.000000 Penalty: 5265.594727
	Iteration 70Q: 3 clusters Score -7479767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -7479767.500000 Penalty: 5265.594727
	Iteration 71Q: 3 clusters Score -7479768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -7479766.000000 Penalty: 5265.594727
	Iteration 72Q: 3 clusters Score -7479766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -7479769.000000 Penalty: 5265.594727
	Iteration 73Q: 3 clusters Score -7479769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -7479787.000000 Penalty: 5265.594727
	Iteration 74Q: 3 clusters Score -7479787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -7479787.000000 Penalty: 5265.594727
	Iteration 75Q: 3 clusters Score -7479787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 38825 members 
Entering Unmasked Estep 
Score: -7479798.000000 Penalty: 5265.594727
	Iteration 76Q: 3 clusters Score -7479798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -7479793.000000 Penalty: 5265.594727
	Iteration 77Q: 3 clusters Score -7479793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 38848 members 
Entering Unmasked Estep 
Score: -7479788.000000 Penalty: 5265.594727
	Iteration 78Q: 3 clusters Score -7479788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -7479792.500000 Penalty: 5265.594727
	Iteration 79Q: 3 clusters Score -7479792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 38872 members 
Entering Unmasked Estep 
Score: -7479785.500000 Penalty: 5265.594727
	Iteration 80F: 3 clusters Score -7479786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -7479787.000000 Penalty: 5265.594727
	Iteration 81Q: 3 clusters Score -7479787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -7479790.000000 Penalty: 5265.594727
	Iteration 82Q: 3 clusters Score -7479790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 38888 members 
Entering Unmasked Estep 
Score: -7479795.000000 Penalty: 5265.594727
	Iteration 83Q: 3 clusters Score -7479795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -7479794.000000 Penalty: 5265.594727
	Iteration 84Q: 3 clusters Score -7479794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -7479798.000000 Penalty: 5265.594727
	Iteration 85Q: 3 clusters Score -7479798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 38905 members 
Entering Unmasked Estep 
Score: -7479796.500000 Penalty: 5265.594727
	Iteration 86Q: 3 clusters Score -7479796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -7479795.000000 Penalty: 5265.594727
	Iteration 87Q: 3 clusters Score -7479795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -7479804.500000 Penalty: 5265.594727
	Iteration 88Q: 3 clusters Score -7479804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -7479799.000000 Penalty: 5265.594727
	Iteration 89Q: 3 clusters Score -7479799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 38917 members 
Entering Unmasked Estep 
Score: -7479797.000000 Penalty: 5265.594727
	Iteration 90Q: 3 clusters Score -7479797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 38917 members 
Entering Unmasked Estep 
Score: -7479797.000000 Penalty: 5265.594727
	Iteration 91F: 3 clusters Score -7479797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Entering Unmasked Estep 
Score: -940258.437500 Penalty: 2119.015869
	Iteration 0F: 2 clusters Score -940258.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -935643.562500 Penalty: 4238.031738
	Iteration 0F: 3 clusters Score -935643.6 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -936743.312500 Penalty: 4238.031738
	Iteration 1F: 3 clusters Score -936743.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -936914.250000 Penalty: 4238.031738
	Iteration 2F: 3 clusters Score -936914.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -937007.687500 Penalty: 4238.031738
	Iteration 3Q: 3 clusters Score -937007.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -937085.812500 Penalty: 4238.031738
	Iteration 4Q: 3 clusters Score -937085.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -937166.437500 Penalty: 4238.031738
	Iteration 5Q: 3 clusters Score -937166.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -937237.875000 Penalty: 4238.031738
	Iteration 6Q: 3 clusters Score -937237.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -937306.312500 Penalty: 4238.031738
	Iteration 7Q: 3 clusters Score -937306.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -937364.312500 Penalty: 4238.031738
	Iteration 8Q: 3 clusters Score -937364.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -937429.250000 Penalty: 4238.031738
	Iteration 9Q: 3 clusters Score -937429.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -937500.562500 Penalty: 4238.031738
	Iteration 10Q: 3 clusters Score -937500.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -937571.562500 Penalty: 4238.031738
	Iteration 11Q: 3 clusters Score -937571.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -937657.437500 Penalty: 4238.031738
	Iteration 12Q: 3 clusters Score -937657.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -937756.937500 Penalty: 4238.031738
	Iteration 13Q: 3 clusters Score -937756.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -937865.625000 Penalty: 4238.031738
	Iteration 14Q: 3 clusters Score -937865.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -937963.500000 Penalty: 4238.031738
	Iteration 15Q: 3 clusters Score -937963.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -938032.062500 Penalty: 4238.031738
	Iteration 16Q: 3 clusters Score -938032.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -938086.250000 Penalty: 4238.031738
	Iteration 17Q: 3 clusters Score -938086.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -938133.875000 Penalty: 4238.031738
	Iteration 18Q: 3 clusters Score -938133.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -938183.750000 Penalty: 4238.031738
	Iteration 19Q: 3 clusters Score -938183.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -938221.187500 Penalty: 4238.031738
	Iteration 20F: 3 clusters Score -938221.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -938253.625000 Penalty: 4238.031738
	Iteration 21Q: 3 clusters Score -938253.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -938276.750000 Penalty: 4238.031738
	Iteration 22Q: 3 clusters Score -938276.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -938294.250000 Penalty: 4238.031738
	Iteration 23Q: 3 clusters Score -938294.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -938301.250000 Penalty: 4238.031738
	Iteration 24Q: 3 clusters Score -938301.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -938309.750000 Penalty: 4238.031738
	Iteration 25Q: 3 clusters Score -938309.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -938313.062500 Penalty: 4238.031738
	Iteration 26Q: 3 clusters Score -938313.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -938316.125000 Penalty: 4238.031738
	Iteration 27Q: 3 clusters Score -938316.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -938319.812500 Penalty: 4238.031738
	Iteration 28Q: 3 clusters Score -938319.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -938321.875000 Penalty: 4238.031738
	Iteration 29Q: 3 clusters Score -938321.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -938323.687500 Penalty: 4238.031738
	Iteration 30Q: 3 clusters Score -938323.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -938324.062500 Penalty: 4238.031738
	Iteration 31Q: 3 clusters Score -938324.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -938324.062500 Penalty: 4238.031738
	Iteration 32F: 3 clusters Score -938324.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 43429 members 
Mstep: Class 3 contains 23635 members 
Mstep: Class 4 contains 46225 members 
Mstep: Class 5 contains 44735 members 
Mstep: Class 6 contains 48302 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50665 members 
Mstep: Class 11 contains 46950 members 
Mstep: Class 12 contains 48686 members 
Mstep: Class 13 contains 48155 members 
Mstep: Class 14 contains 45314 members 
Mstep: Class 15 contains 25621 members 
Mstep: Class 16 contains 44941 members 
Mstep: Class 17 contains 47652 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1681 members 
Mstep: Class 21 contains 40787 members 
Mstep: Class 22 contains 5138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111214672.000000 Penalty: 72750.632812
Iteration 199Q: 23 clusters Score -1.112147e+08 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 43419 members 
Mstep: Class 3 contains 23714 members 
Mstep: Class 4 contains 46196 members 
Mstep: Class 5 contains 44727 members 
Mstep: Class 6 contains 48329 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50690 members 
Mstep: Class 11 contains 46943 members 
Mstep: Class 12 contains 48620 members 
Mstep: Class 13 contains 48140 members 
Mstep: Class 14 contains 45321 members 
Mstep: Class 15 contains 25628 members 
Mstep: Class 16 contains 44943 members 
Mstep: Class 17 contains 47655 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1682 members 
Mstep: Class 21 contains 40775 members 
Mstep: Class 22 contains 5134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111214608.000000 Penalty: 72750.632812
Iteration 200F: 23 clusters Score -1.112146e+08 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 43439 members 
Mstep: Class 3 contains 23795 members 
Mstep: Class 4 contains 46181 members 
Mstep: Class 5 contains 44739 members 
Mstep: Class 6 contains 48348 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50708 members 
Mstep: Class 11 contains 46929 members 
Mstep: Class 12 contains 48578 members 
Mstep: Class 13 contains 48131 members 
Mstep: Class 14 contains 45319 members 
Mstep: Class 15 contains 25630 members 
Mstep: Class 16 contains 44940 members 
Mstep: Class 17 contains 47620 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1681 members 
Mstep: Class 21 contains 40745 members 
Mstep: Class 22 contains 5133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111214560.000000 Penalty: 72750.632812
Iteration 201Q: 23 clusters Score -1.112146e+08 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 43440 members 
Mstep: Class 3 contains 23887 members 
Mstep: Class 4 contains 46174 members 
Mstep: Class 5 contains 44774 members 
Mstep: Class 6 contains 48352 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50704 members 
Mstep: Class 11 contains 46929 members 
Mstep: Class 12 contains 48547 members 
Mstep: Class 13 contains 48127 members 
Mstep: Class 14 contains 45317 members 
Mstep: Class 15 contains 25627 members 
Mstep: Class 16 contains 44931 members 
Mstep: Class 17 contains 47575 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1681 members 
Mstep: Class 21 contains 40715 members 
Mstep: Class 22 contains 5136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111214688.000000 Penalty: 72750.632812
Iteration 202Q: 23 clusters Score -1.112147e+08 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 43465 members 
Mstep: Class 3 contains 23998 members 
Mstep: Class 4 contains 46165 members 
Mstep: Class 5 contains 44745 members 
Mstep: Class 6 contains 48364 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50722 members 
Mstep: Class 11 contains 46922 members 
Mstep: Class 12 contains 48480 members 
Mstep: Class 13 contains 48149 members 
Mstep: Class 14 contains 45321 members 
Mstep: Class 15 contains 25625 members 
Mstep: Class 16 contains 44937 members 
Mstep: Class 17 contains 47517 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1681 members 
Mstep: Class 21 contains 40688 members 
Mstep: Class 22 contains 5138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111214728.000000 Penalty: 72750.632812
Iteration 203Q: 23 clusters Score -1.112147e+08 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 43468 members 
Mstep: Class 3 contains 24125 members 
Mstep: Class 4 contains 46127 members 
Mstep: Class 5 contains 44762 members 
Mstep: Class 6 contains 48338 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50740 members 
Mstep: Class 11 contains 46909 members 
Mstep: Class 12 contains 48426 members 
Mstep: Class 13 contains 48156 members 
Mstep: Class 14 contains 45317 members 
Mstep: Class 15 contains 25621 members 
Mstep: Class 16 contains 44948 members 
Mstep: Class 17 contains 47495 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1680 members 
Mstep: Class 21 contains 40662 members 
Mstep: Class 22 contains 5143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111214816.000000 Penalty: 72750.632812
Iteration 204Q: 23 clusters Score -1.112148e+08 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 43449 members 
Mstep: Class 3 contains 24242 members 
Mstep: Class 4 contains 46106 members 
Mstep: Class 5 contains 44801 members 
Mstep: Class 6 contains 48287 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50728 members 
Mstep: Class 11 contains 46924 members 
Mstep: Class 12 contains 48403 members 
Mstep: Class 13 contains 48154 members 
Mstep: Class 14 contains 45308 members 
Mstep: Class 15 contains 25620 members 
Mstep: Class 16 contains 44950 members 
Mstep: Class 17 contains 47494 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1680 members 
Mstep: Class 21 contains 40629 members 
Mstep: Class 22 contains 5143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111214712.000000 Penalty: 72750.632812
Iteration 205Q: 23 clusters Score -1.112147e+08 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 43433 members 
Mstep: Class 3 contains 24343 members 
Mstep: Class 4 contains 46057 members 
Mstep: Class 5 contains 44800 members 
Mstep: Class 6 contains 48252 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50719 members 
Mstep: Class 11 contains 46927 members 
Mstep: Class 12 contains 48429 members 
Mstep: Class 13 contains 48158 members 
Mstep: Class 14 contains 45280 members 
Mstep: Class 15 contains 25622 members 
Mstep: Class 16 contains 44953 members 
Mstep: Class 17 contains 47512 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1680 members 
Mstep: Class 21 contains 40613 members 
Mstep: Class 22 contains 5140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111214728.000000 Penalty: 72750.632812
Iteration 206Q: 23 clusters Score -1.112147e+08 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 43413 members 
Mstep: Class 3 contains 24446 members 
Mstep: Class 4 contains 46065 members 
Mstep: Class 5 contains 44763 members 
Mstep: Class 6 contains 48207 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50698 members 
Mstep: Class 11 contains 46921 members 
Mstep: Class 12 contains 48487 members 
Mstep: Class 13 contains 48168 members 
Mstep: Class 14 contains 45237 members 
Mstep: Class 15 contains 25627 members 
Mstep: Class 16 contains 44956 members 
Mstep: Class 17 contains 47520 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1679 members 
Mstep: Class 21 contains 40593 members 
Mstep: Class 22 contains 5137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111214656.000000 Penalty: 72750.632812
Iteration 207Q: 23 clusters Score -1.112147e+08 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 43401 members 
Mstep: Class 3 contains 24540 members 
Mstep: Class 4 contains 46099 members 
Mstep: Class 5 contains 44697 members 
Mstep: Class 6 contains 48185 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50667 members 
Mstep: Class 11 contains 46903 members 
Mstep: Class 12 contains 48531 members 
Mstep: Class 13 contains 48173 members 
Mstep: Class 14 contains 45249 members 
Mstep: Class 15 contains 25622 members 
Mstep: Class 16 contains 44969 members 
Mstep: Class 17 contains 47496 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1679 members 
Mstep: Class 21 contains 40571 members 
Mstep: Class 22 contains 5136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111214808.000000 Penalty: 72750.632812
Iteration 208Q: 23 clusters Score -1.112148e+08 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 43387 members 
Mstep: Class 3 contains 24645 members 
Mstep: Class 4 contains 46164 members 
Mstep: Class 5 contains 44637 members 
Mstep: Class 6 contains 48184 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50631 members 
Mstep: Class 11 contains 46874 members 
Mstep: Class 12 contains 48539 members 
Mstep: Class 13 contains 48166 members 
Mstep: Class 14 contains 45260 members 
Mstep: Class 15 contains 25625 members 
Mstep: Class 16 contains 44957 members 
Mstep: Class 17 contains 47478 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1679 members 
Mstep: Class 21 contains 40555 members 
Mstep: Class 22 contains 5137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111215192.000000 Penalty: 72750.632812
Iteration 209Q: 23 clusters Score -1.112152e+08 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 43358 members 
Mstep: Class 3 contains 24748 members 
Mstep: Class 4 contains 46208 members 
Mstep: Class 5 contains 44617 members 
Mstep: Class 6 contains 48176 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50608 members 
Mstep: Class 11 contains 46880 members 
Mstep: Class 12 contains 48557 members 
Mstep: Class 13 contains 48155 members 
Mstep: Class 14 contains 45236 members 
Mstep: Class 15 contains 25629 members 
Mstep: Class 16 contains 44944 members 
Mstep: Class 17 contains 47452 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1678 members 
Mstep: Class 21 contains 40529 members 
Mstep: Class 22 contains 5143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111215184.000000 Penalty: 72750.632812
Iteration 210Q: 23 clusters Score -1.112152e+08 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 43323 members 
Mstep: Class 3 contains 24869 members 
Mstep: Class 4 contains 46253 members 
Mstep: Class 5 contains 44596 members 
Mstep: Class 6 contains 48165 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50569 members 
Mstep: Class 11 contains 46899 members 
Mstep: Class 12 contains 48585 members 
Mstep: Class 13 contains 48117 members 
Mstep: Class 14 contains 45207 members 
Mstep: Class 15 contains 25635 members 
Mstep: Class 16 contains 44900 members 
Mstep: Class 17 contains 47451 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1679 members 
Mstep: Class 21 contains 40527 members 
Mstep: Class 22 contains 5143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111215176.000000 Penalty: 72750.632812
Iteration 211Q: 23 clusters Score -1.112152e+08 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 43287 members 
Mstep: Class 3 contains 24994 members 
Mstep: Class 4 contains 46256 members 
Mstep: Class 5 contains 44585 members 
Mstep: Class 6 contains 48182 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50526 members 
Mstep: Class 11 contains 46917 members 
Mstep: Class 12 contains 48619 members 
Mstep: Class 13 contains 48086 members 
Mstep: Class 14 contains 45175 members 
Mstep: Class 15 contains 25635 members 
Mstep: Class 16 contains 44878 members 
Mstep: Class 17 contains 47433 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1677 members 
Mstep: Class 21 contains 40523 members 
Mstep: Class 22 contains 5145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111215032.000000 Penalty: 72750.632812
Iteration 212Q: 23 clusters Score -1.11215e+08 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 43268 members 
Mstep: Class 3 contains 25134 members 
Mstep: Class 4 contains 46282 members 
Mstep: Class 5 contains 44554 members 
Mstep: Class 6 contains 48196 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50485 members 
Mstep: Class 11 contains 46920 members 
Mstep: Class 12 contains 48616 members 
Mstep: Class 13 contains 48056 members 
Mstep: Class 14 contains 45136 members 
Mstep: Class 15 contains 25636 members 
Mstep: Class 16 contains 44879 members 
Mstep: Class 17 contains 47416 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1677 members 
Mstep: Class 21 contains 40518 members 
Mstep: Class 22 contains 5144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111215296.000000 Penalty: 72750.632812
Iteration 213Q: 23 clusters Score -1.112153e+08 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 43240 members 
Mstep: Class 3 contains 25279 members 
Mstep: Class 4 contains 46321 members 
Mstep: Class 5 contains 44512 members 
Mstep: Class 6 contains 48224 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50419 members 
Mstep: Class 11 contains 46923 members 
Mstep: Class 12 contains 48635 members 
Mstep: Class 13 contains 48003 members 
Mstep: Class 14 contains 45135 members 
Mstep: Class 15 contains 25631 members 
Mstep: Class 16 contains 44863 members 
Mstep: Class 17 contains 47416 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1677 members 
Mstep: Class 21 contains 40500 members 
Mstep: Class 22 contains 5140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111215624.000000 Penalty: 72750.632812
Iteration 214Q: 23 clusters Score -1.112156e+08 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 43175 members 
Mstep: Class 3 contains 25433 members 
Mstep: Class 4 contains 46364 members 
Mstep: Class 5 contains 44470 members 
Mstep: Class 6 contains 48215 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50336 members 
Mstep: Class 11 contains 46917 members 
Mstep: Class 12 contains 48698 members 
Mstep: Class 13 contains 47998 members 
Mstep: Class 14 contains 45145 members 
Mstep: Class 15 contains 25629 members 
Mstep: Class 16 contains 44832 members 
Mstep: Class 17 contains 47396 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1677 members 
Mstep: Class 21 contains 40490 members 
Mstep: Class 22 contains 5143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111215784.000000 Penalty: 72750.632812
Iteration 215Q: 23 clusters Score -1.112158e+08 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 43121 members 
Mstep: Class 3 contains 25572 members 
Mstep: Class 4 contains 46441 members 
Mstep: Class 5 contains 44434 members 
Mstep: Class 6 contains 48157 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50282 members 
Mstep: Class 11 contains 46927 members 
Mstep: Class 12 contains 48727 members 
Mstep: Class 13 contains 48003 members 
Mstep: Class 14 contains 45164 members 
Mstep: Class 15 contains 25623 members 
Mstep: Class 16 contains 44801 members 
Mstep: Class 17 contains 47382 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1677 members 
Mstep: Class 21 contains 40464 members 
Mstep: Class 22 contains 5143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216032.000000 Penalty: 72750.632812
Iteration 216Q: 23 clusters Score -1.11216e+08 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 43079 members 
Mstep: Class 3 contains 25730 members 
Mstep: Class 4 contains 46480 members 
Mstep: Class 5 contains 44384 members 
Mstep: Class 6 contains 48086 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50228 members 
Mstep: Class 11 contains 46949 members 
Mstep: Class 12 contains 48746 members 
Mstep: Class 13 contains 48060 members 
Mstep: Class 14 contains 45195 members 
Mstep: Class 15 contains 25613 members 
Mstep: Class 16 contains 44755 members 
Mstep: Class 17 contains 47365 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1677 members 
Mstep: Class 21 contains 40434 members 
Mstep: Class 22 contains 5137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111215960.000000 Penalty: 72750.632812
Iteration 217Q: 23 clusters Score -1.11216e+08 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 43037 members 
Mstep: Class 3 contains 25890 members 
Mstep: Class 4 contains 46495 members 
Mstep: Class 5 contains 44366 members 
Mstep: Class 6 contains 48044 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50174 members 
Mstep: Class 11 contains 46939 members 
Mstep: Class 12 contains 48732 members 
Mstep: Class 13 contains 48107 members 
Mstep: Class 14 contains 45218 members 
Mstep: Class 15 contains 25619 members 
Mstep: Class 16 contains 44704 members 
Mstep: Class 17 contains 47372 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1677 members 
Mstep: Class 21 contains 40405 members 
Mstep: Class 22 contains 5139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111215968.000000 Penalty: 72750.632812
Iteration 218Q: 23 clusters Score -1.11216e+08 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 43019 members 
Mstep: Class 3 contains 26060 members 
Mstep: Class 4 contains 46492 members 
Mstep: Class 5 contains 44314 members 
Mstep: Class 6 contains 48028 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50157 members 
Mstep: Class 11 contains 46926 members 
Mstep: Class 12 contains 48735 members 
Mstep: Class 13 contains 48113 members 
Mstep: Class 14 contains 45241 members 
Mstep: Class 15 contains 25613 members 
Mstep: Class 16 contains 44664 members 
Mstep: Class 17 contains 47376 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1679 members 
Mstep: Class 21 contains 40359 members 
Mstep: Class 22 contains 5142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216280.000000 Penalty: 72750.632812
Iteration 219Q: 23 clusters Score -1.112163e+08 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 42986 members 
Mstep: Class 3 contains 26221 members 
Mstep: Class 4 contains 46484 members 
Mstep: Class 5 contains 44308 members 
Mstep: Class 6 contains 48002 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50153 members 
Mstep: Class 11 contains 46921 members 
Mstep: Class 12 contains 48709 members 
Mstep: Class 13 contains 48092 members 
Mstep: Class 14 contains 45254 members 
Mstep: Class 15 contains 25610 members 
Mstep: Class 16 contains 44614 members 
Mstep: Class 17 contains 47408 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1679 members 
Mstep: Class 21 contains 40333 members 
Mstep: Class 22 contains 5143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216272.000000 Penalty: 72750.632812
Iteration 220F: 23 clusters Score -1.112163e+08 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 42931 members 
Mstep: Class 3 contains 26387 members 
Mstep: Class 4 contains 46497 members 
Mstep: Class 5 contains 44318 members 
Mstep: Class 6 contains 47988 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50149 members 
Mstep: Class 11 contains 46917 members 
Mstep: Class 12 contains 48687 members 
Mstep: Class 13 contains 48061 members 
Mstep: Class 14 contains 45252 members 
Mstep: Class 15 contains 25600 members 
Mstep: Class 16 contains 44603 members 
Mstep: Class 17 contains 47407 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1680 members 
Mstep: Class 21 contains 40292 members 
Mstep: Class 22 contains 5148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111215832.000000 Penalty: 72750.632812
Iteration 221Q: 23 clusters Score -1.112158e+08 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 42880 members 
Mstep: Class 3 contains 26572 members 
Mstep: Class 4 contains 46521 members 
Mstep: Class 5 contains 44330 members 
Mstep: Class 6 contains 47949 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50119 members 
Mstep: Class 11 contains 46920 members 
Mstep: Class 12 contains 48652 members 
Mstep: Class 13 contains 48065 members 
Mstep: Class 14 contains 45257 members 
Mstep: Class 15 contains 25589 members 
Mstep: Class 16 contains 44582 members 
Mstep: Class 17 contains 47421 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1680 members 
Mstep: Class 21 contains 40228 members 
Mstep: Class 22 contains 5151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111215704.000000 Penalty: 72750.632812
Iteration 222Q: 23 clusters Score -1.112157e+08 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 42803 members 
Mstep: Class 3 contains 26760 members 
Mstep: Class 4 contains 46545 members 
Mstep: Class 5 contains 44335 members 
Mstep: Class 6 contains 47923 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50110 members 
Mstep: Class 11 contains 46903 members 
Mstep: Class 12 contains 48617 members 
Mstep: Class 13 contains 48092 members 
Mstep: Class 14 contains 45282 members 
Mstep: Class 15 contains 25578 members 
Mstep: Class 16 contains 44547 members 
Mstep: Class 17 contains 47414 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1680 members 
Mstep: Class 21 contains 40173 members 
Mstep: Class 22 contains 5154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111215800.000000 Penalty: 72750.632812
Iteration 223Q: 23 clusters Score -1.112158e+08 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 42759 members 
Mstep: Class 3 contains 26964 members 
Mstep: Class 4 contains 46619 members 
Mstep: Class 5 contains 44348 members 
Mstep: Class 6 contains 47899 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50098 members 
Mstep: Class 11 contains 46901 members 
Mstep: Class 12 contains 48556 members 
Mstep: Class 13 contains 48035 members 
Mstep: Class 14 contains 45267 members 
Mstep: Class 15 contains 25573 members 
Mstep: Class 16 contains 44528 members 
Mstep: Class 17 contains 47424 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1680 members 
Mstep: Class 21 contains 40112 members 
Mstep: Class 22 contains 5153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216304.000000 Penalty: 72750.632812
Iteration 224Q: 23 clusters Score -1.112163e+08 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 42677 members 
Mstep: Class 3 contains 27175 members 
Mstep: Class 4 contains 46656 members 
Mstep: Class 5 contains 44388 members 
Mstep: Class 6 contains 47908 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50085 members 
Mstep: Class 11 contains 46880 members 
Mstep: Class 12 contains 48479 members 
Mstep: Class 13 contains 47977 members 
Mstep: Class 14 contains 45259 members 
Mstep: Class 15 contains 25567 members 
Mstep: Class 16 contains 44541 members 
Mstep: Class 17 contains 47404 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1680 members 
Mstep: Class 21 contains 40084 members 
Mstep: Class 22 contains 5156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216328.000000 Penalty: 72750.632812
Iteration 225Q: 23 clusters Score -1.112163e+08 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 42559 members 
Mstep: Class 3 contains 27390 members 
Mstep: Class 4 contains 46748 members 
Mstep: Class 5 contains 44403 members 
Mstep: Class 6 contains 47872 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50054 members 
Mstep: Class 11 contains 46854 members 
Mstep: Class 12 contains 48435 members 
Mstep: Class 13 contains 47918 members 
Mstep: Class 14 contains 45257 members 
Mstep: Class 15 contains 25564 members 
Mstep: Class 16 contains 44599 members 
Mstep: Class 17 contains 47389 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1679 members 
Mstep: Class 21 contains 40042 members 
Mstep: Class 22 contains 5153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216592.000000 Penalty: 72750.632812
Iteration 226Q: 23 clusters Score -1.112166e+08 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 42469 members 
Mstep: Class 3 contains 27586 members 
Mstep: Class 4 contains 46832 members 
Mstep: Class 5 contains 44399 members 
Mstep: Class 6 contains 47849 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50016 members 
Mstep: Class 11 contains 46839 members 
Mstep: Class 12 contains 48396 members 
Mstep: Class 13 contains 47867 members 
Mstep: Class 14 contains 45238 members 
Mstep: Class 15 contains 25556 members 
Mstep: Class 16 contains 44640 members 
Mstep: Class 17 contains 47368 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1679 members 
Mstep: Class 21 contains 40035 members 
Mstep: Class 22 contains 5147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216984.000000 Penalty: 72750.632812
Iteration 227Q: 23 clusters Score -1.11217e+08 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 42378 members 
Mstep: Class 3 contains 27781 members 
Mstep: Class 4 contains 46899 members 
Mstep: Class 5 contains 44391 members 
Mstep: Class 6 contains 47865 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50017 members 
Mstep: Class 11 contains 46816 members 
Mstep: Class 12 contains 48374 members 
Mstep: Class 13 contains 47847 members 
Mstep: Class 14 contains 45225 members 
Mstep: Class 15 contains 25555 members 
Mstep: Class 16 contains 44641 members 
Mstep: Class 17 contains 47301 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1679 members 
Mstep: Class 21 contains 39996 members 
Mstep: Class 22 contains 5151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217408.000000 Penalty: 72750.632812
Iteration 228Q: 23 clusters Score -1.112174e+08 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 42314 members 
Mstep: Class 3 contains 27970 members 
Mstep: Class 4 contains 46937 members 
Mstep: Class 5 contains 44364 members 
Mstep: Class 6 contains 47878 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50048 members 
Mstep: Class 11 contains 46802 members 
Mstep: Class 12 contains 48353 members 
Mstep: Class 13 contains 47819 members 
Mstep: Class 14 contains 45200 members 
Mstep: Class 15 contains 25550 members 
Mstep: Class 16 contains 44631 members 
Mstep: Class 17 contains 47250 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1679 members 
Mstep: Class 21 contains 39966 members 
Mstep: Class 22 contains 5155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217928.000000 Penalty: 72750.632812
Iteration 229Q: 23 clusters Score -1.112179e+08 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 42229 members 
Mstep: Class 3 contains 28175 members 
Mstep: Class 4 contains 47013 members 
Mstep: Class 5 contains 44304 members 
Mstep: Class 6 contains 47876 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50068 members 
Mstep: Class 11 contains 46769 members 
Mstep: Class 12 contains 48368 members 
Mstep: Class 13 contains 47786 members 
Mstep: Class 14 contains 45184 members 
Mstep: Class 15 contains 25541 members 
Mstep: Class 16 contains 44617 members 
Mstep: Class 17 contains 47222 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1679 members 
Mstep: Class 21 contains 39931 members 
Mstep: Class 22 contains 5155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111218080.000000 Penalty: 72750.632812
Iteration 230Q: 23 clusters Score -1.112181e+08 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 42125 members 
Mstep: Class 3 contains 28384 members 
Mstep: Class 4 contains 47129 members 
Mstep: Class 5 contains 44272 members 
Mstep: Class 6 contains 47832 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50062 members 
Mstep: Class 11 contains 46713 members 
Mstep: Class 12 contains 48402 members 
Mstep: Class 13 contains 47760 members 
Mstep: Class 14 contains 45191 members 
Mstep: Class 15 contains 25539 members 
Mstep: Class 16 contains 44593 members 
Mstep: Class 17 contains 47194 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1677 members 
Mstep: Class 21 contains 39884 members 
Mstep: Class 22 contains 5160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111218320.000000 Penalty: 72750.632812
Iteration 231Q: 23 clusters Score -1.112183e+08 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 42038 members 
Mstep: Class 3 contains 28582 members 
Mstep: Class 4 contains 47227 members 
Mstep: Class 5 contains 44230 members 
Mstep: Class 6 contains 47811 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50047 members 
Mstep: Class 11 contains 46697 members 
Mstep: Class 12 contains 48439 members 
Mstep: Class 13 contains 47749 members 
Mstep: Class 14 contains 45156 members 
Mstep: Class 15 contains 25533 members 
Mstep: Class 16 contains 44563 members 
Mstep: Class 17 contains 47179 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1677 members 
Mstep: Class 21 contains 39820 members 
Mstep: Class 22 contains 5169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111218344.000000 Penalty: 72750.632812
Iteration 232Q: 23 clusters Score -1.112183e+08 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 41875 members 
Mstep: Class 3 contains 28753 members 
Mstep: Class 4 contains 47315 members 
Mstep: Class 5 contains 44233 members 
Mstep: Class 6 contains 47734 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 50039 members 
Mstep: Class 11 contains 46675 members 
Mstep: Class 12 contains 48536 members 
Mstep: Class 13 contains 47829 members 
Mstep: Class 14 contains 45111 members 
Mstep: Class 15 contains 25526 members 
Mstep: Class 16 contains 44501 members 
Mstep: Class 17 contains 47183 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1677 members 
Mstep: Class 21 contains 39753 members 
Mstep: Class 22 contains 5177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111219040.000000 Penalty: 72750.632812
Iteration 233Q: 23 clusters Score -1.11219e+08 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 41746 members 
Mstep: Class 3 contains 28906 members 
Mstep: Class 4 contains 47364 members 
Mstep: Class 5 contains 44243 members 
Mstep: Class 6 contains 47610 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 49999 members 
Mstep: Class 11 contains 46667 members 
Mstep: Class 12 contains 48686 members 
Mstep: Class 13 contains 47886 members 
Mstep: Class 14 contains 45088 members 
Mstep: Class 15 contains 25529 members 
Mstep: Class 16 contains 44436 members 
Mstep: Class 17 contains 47207 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1677 members 
Mstep: Class 21 contains 39690 members 
Mstep: Class 22 contains 5183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111219152.000000 Penalty: 72750.632812
Iteration 234Q: 23 clusters Score -1.112192e+08 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 41610 members 
Mstep: Class 3 contains 29062 members 
Mstep: Class 4 contains 47395 members 
Mstep: Class 5 contains 44225 members 
Mstep: Class 6 contains 47519 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 49997 members 
Mstep: Class 11 contains 46665 members 
Mstep: Class 12 contains 48823 members 
Mstep: Class 13 contains 47955 members 
Mstep: Class 14 contains 45042 members 
Mstep: Class 15 contains 25530 members 
Mstep: Class 16 contains 44381 members 
Mstep: Class 17 contains 47209 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1676 members 
Mstep: Class 21 contains 39638 members 
Mstep: Class 22 contains 5189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111219464.000000 Penalty: 72750.632812
Iteration 235Q: 23 clusters Score -1.112195e+08 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 41452 members 
Mstep: Class 3 contains 29230 members 
Mstep: Class 4 contains 47376 members 
Mstep: Class 5 contains 44256 members 
Mstep: Class 6 contains 47419 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 49974 members 
Mstep: Class 11 contains 46629 members 
Mstep: Class 12 contains 48982 members 
Mstep: Class 13 contains 48072 members 
Mstep: Class 14 contains 45037 members 
Mstep: Class 15 contains 25533 members 
Mstep: Class 16 contains 44291 members 
Mstep: Class 17 contains 47201 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1676 members 
Mstep: Class 21 contains 39586 members 
Mstep: Class 22 contains 5202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111219736.000000 Penalty: 72750.632812
Iteration 236Q: 23 clusters Score -1.112197e+08 nChanged 4048
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 41276 members 
Mstep: Class 3 contains 29410 members 
Mstep: Class 4 contains 47382 members 
Mstep: Class 5 contains 44332 members 
Mstep: Class 6 contains 47294 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 49954 members 
Mstep: Class 11 contains 46565 members 
Mstep: Class 12 contains 49157 members 
Mstep: Class 13 contains 48170 members 
Mstep: Class 14 contains 45024 members 
Mstep: Class 15 contains 25539 members 
Mstep: Class 16 contains 44216 members 
Mstep: Class 17 contains 47175 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1675 members 
Mstep: Class 21 contains 39535 members 
Mstep: Class 22 contains 5212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111220016.000000 Penalty: 72750.632812
Iteration 237Q: 23 clusters Score -1.1122e+08 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 41070 members 
Mstep: Class 3 contains 29595 members 
Mstep: Class 4 contains 47366 members 
Mstep: Class 5 contains 44410 members 
Mstep: Class 6 contains 47160 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 49888 members 
Mstep: Class 11 contains 46499 members 
Mstep: Class 12 contains 49340 members 
Mstep: Class 13 contains 48310 members 
Mstep: Class 14 contains 44997 members 
Mstep: Class 15 contains 25542 members 
Mstep: Class 16 contains 44169 members 
Mstep: Class 17 contains 47189 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1675 members 
Mstep: Class 21 contains 39481 members 
Mstep: Class 22 contains 5226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111220728.000000 Penalty: 72750.632812
Iteration 238Q: 23 clusters Score -1.112207e+08 nChanged 4121
Entering ConstructFrom: 
Score: -111220728.000000 Penalty: 72750.632812
Entering ConstructFrom: 
Trying to split cluster 1 (2545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Entering Unmasked Estep 
Score: -430854.968750 Penalty: 1944.787720
	Iteration 0F: 2 clusters Score -430855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -427925.093750 Penalty: 3889.575439
	Iteration 0F: 3 clusters Score -427925.1 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -428703.375000 Penalty: 3889.575439
	Iteration 1F: 3 clusters Score -428703.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -429014.750000 Penalty: 3889.575439
	Iteration 2F: 3 clusters Score -429014.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -429318.781250 Penalty: 3889.575439
	Iteration 3F: 3 clusters Score -429318.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -429583.781250 Penalty: 3889.575439
	Iteration 4F: 3 clusters Score -429583.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -429812.843750 Penalty: 3889.575439
	Iteration 5F: 3 clusters Score -429812.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -430030.625000 Penalty: 3889.575439
	Iteration 6F: 3 clusters Score -430030.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -430153.718750 Penalty: 3889.575439
	Iteration 7Q: 3 clusters Score -430153.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -430226.468750 Penalty: 3889.575439
	Iteration 8Q: 3 clusters Score -430226.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -430275.718750 Penalty: 3889.575439
	Iteration 9Q: 3 clusters Score -430275.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -430311.406250 Penalty: 3889.575439
	Iteration 10Q: 3 clusters Score -430311.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -430367.843750 Penalty: 3889.575439
	Iteration 11Q: 3 clusters Score -430367.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -430423.562500 Penalty: 3889.575439
	Iteration 12Q: 3 clusters Score -430423.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -430459.968750 Penalty: 3889.575439
	Iteration 13Q: 3 clusters Score -430460 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -430497.343750 Penalty: 3889.575439
	Iteration 14Q: 3 clusters Score -430497.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -430523.343750 Penalty: 3889.575439
	Iteration 15Q: 3 clusters Score -430523.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -430558.718750 Penalty: 3889.575439
	Iteration 16Q: 3 clusters Score -430558.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -430620.750000 Penalty: 3889.575439
	Iteration 17Q: 3 clusters Score -430620.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -430673.250000 Penalty: 3889.575439
	Iteration 18Q: 3 clusters Score -430673.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -430699.031250 Penalty: 3889.575439
	Iteration 19Q: 3 clusters Score -430699 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -430716.875000 Penalty: 3889.575439
	Iteration 20F: 3 clusters Score -430716.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -430722.031250 Penalty: 3889.575439
	Iteration 21Q: 3 clusters Score -430722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -430723.656250 Penalty: 3889.575439
	Iteration 22Q: 3 clusters Score -430723.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -430725.000000 Penalty: 3889.575439
	Iteration 23Q: 3 clusters Score -430725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -430725.031250 Penalty: 3889.575439
	Iteration 24Q: 3 clusters Score -430725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -430726.656250 Penalty: 3889.575439
	Iteration 25Q: 3 clusters Score -430726.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -430729.375000 Penalty: 3889.575439
	Iteration 26Q: 3 clusters Score -430729.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -430731.750000 Penalty: 3889.575439
	Iteration 27Q: 3 clusters Score -430731.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -430732.250000 Penalty: 3889.575439
	Iteration 28Q: 3 clusters Score -430732.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -430732.250000 Penalty: 3889.575439
	Iteration 29F: 3 clusters Score -430732.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (40849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Entering Unmasked Estep 
Score: -7442810.500000 Penalty: 2633.174072
	Iteration 0F: 2 clusters Score -7442810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -7415287.000000 Penalty: 5266.348145
	Iteration 0F: 3 clusters Score -7415287 nChanged 18726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -7425439.000000 Penalty: 5266.348145
	Iteration 1F: 3 clusters Score -7425439 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -7425922.000000 Penalty: 5266.348145
	Iteration 2Q: 3 clusters Score -7425922 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -7426350.000000 Penalty: 5266.348145
	Iteration 3Q: 3 clusters Score -7426350 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -7426914.500000 Penalty: 5266.348145
	Iteration 4Q: 3 clusters Score -7426914 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -7427432.000000 Penalty: 5266.348145
	Iteration 5Q: 3 clusters Score -7427432 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -7428156.000000 Penalty: 5266.348145
	Iteration 6Q: 3 clusters Score -7428156 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -7429185.500000 Penalty: 5266.348145
	Iteration 7Q: 3 clusters Score -7429186 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -7430478.500000 Penalty: 5266.348145
	Iteration 8F: 3 clusters Score -7430478 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -7432127.500000 Penalty: 5266.348145
	Iteration 9F: 3 clusters Score -7432128 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -7434034.000000 Penalty: 5266.348145
	Iteration 10F: 3 clusters Score -7434034 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -7435739.500000 Penalty: 5266.348145
	Iteration 11F: 3 clusters Score -7435740 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -7436957.000000 Penalty: 5266.348145
	Iteration 12Q: 3 clusters Score -7436957 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31205 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -7437687.000000 Penalty: 5266.348145
	Iteration 13Q: 3 clusters Score -7437687 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -7438086.000000 Penalty: 5266.348145
	Iteration 14Q: 3 clusters Score -7438086 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -7438360.000000 Penalty: 5266.348145
	Iteration 15Q: 3 clusters Score -7438360 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -7438582.000000 Penalty: 5266.348145
	Iteration 16Q: 3 clusters Score -7438582 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -7438761.000000 Penalty: 5266.348145
	Iteration 17Q: 3 clusters Score -7438761 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -7438954.000000 Penalty: 5266.348145
	Iteration 18Q: 3 clusters Score -7438954 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -7439169.000000 Penalty: 5266.348145
	Iteration 19Q: 3 clusters Score -7439169 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -7439451.000000 Penalty: 5266.348145
	Iteration 20F: 3 clusters Score -7439451 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -7439668.500000 Penalty: 5266.348145
	Iteration 21Q: 3 clusters Score -7439668 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -7439863.500000 Penalty: 5266.348145
	Iteration 22Q: 3 clusters Score -7439864 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -7440020.000000 Penalty: 5266.348145
	Iteration 23Q: 3 clusters Score -7440020 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -7440157.000000 Penalty: 5266.348145
	Iteration 24Q: 3 clusters Score -7440157 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -7440255.500000 Penalty: 5266.348145
	Iteration 25Q: 3 clusters Score -7440256 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -7440344.500000 Penalty: 5266.348145
	Iteration 26Q: 3 clusters Score -7440344 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36491 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -7440415.000000 Penalty: 5266.348145
	Iteration 27Q: 3 clusters Score -7440415 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -7440440.000000 Penalty: 5266.348145
	Iteration 28Q: 3 clusters Score -7440440 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -7440507.000000 Penalty: 5266.348145
	Iteration 29Q: 3 clusters Score -7440507 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -7440521.000000 Penalty: 5266.348145
	Iteration 30Q: 3 clusters Score -7440521 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -7440574.500000 Penalty: 5266.348145
	Iteration 31Q: 3 clusters Score -7440574 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -7440598.000000 Penalty: 5266.348145
	Iteration 32Q: 3 clusters Score -7440598 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37636 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -7440619.000000 Penalty: 5266.348145
	Iteration 33Q: 3 clusters Score -7440619 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -7440643.000000 Penalty: 5266.348145
	Iteration 34Q: 3 clusters Score -7440643 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -7440667.500000 Penalty: 5266.348145
	Iteration 35Q: 3 clusters Score -7440668 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38115 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -7440687.500000 Penalty: 5266.348145
	Iteration 36Q: 3 clusters Score -7440688 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -7440716.000000 Penalty: 5266.348145
	Iteration 37Q: 3 clusters Score -7440716 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -7440764.500000 Penalty: 5266.348145
	Iteration 38Q: 3 clusters Score -7440764 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -7440744.000000 Penalty: 5266.348145
	Iteration 39Q: 3 clusters Score -7440744 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -7440757.500000 Penalty: 5266.348145
	Iteration 40F: 3 clusters Score -7440758 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38570 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -7440759.000000 Penalty: 5266.348145
	Iteration 41Q: 3 clusters Score -7440759 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -7440771.000000 Penalty: 5266.348145
	Iteration 42Q: 3 clusters Score -7440771 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -7440779.500000 Penalty: 5266.348145
	Iteration 43Q: 3 clusters Score -7440780 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -7440775.500000 Penalty: 5266.348145
	Iteration 44Q: 3 clusters Score -7440776 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -7440769.000000 Penalty: 5266.348145
	Iteration 45Q: 3 clusters Score -7440769 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -7440780.000000 Penalty: 5266.348145
	Iteration 46Q: 3 clusters Score -7440780 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -7440772.000000 Penalty: 5266.348145
	Iteration 47Q: 3 clusters Score -7440772 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -7440765.000000 Penalty: 5266.348145
	Iteration 48Q: 3 clusters Score -7440765 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -7440764.500000 Penalty: 5266.348145
	Iteration 49Q: 3 clusters Score -7440764 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -7440772.500000 Penalty: 5266.348145
	Iteration 50Q: 3 clusters Score -7440772 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -7440788.000000 Penalty: 5266.348145
	Iteration 51Q: 3 clusters Score -7440788 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -7440779.500000 Penalty: 5266.348145
	Iteration 52Q: 3 clusters Score -7440780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -7440796.000000 Penalty: 5266.348145
	Iteration 53Q: 3 clusters Score -7440796 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -7440802.500000 Penalty: 5266.348145
	Iteration 54Q: 3 clusters Score -7440802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -7440808.500000 Penalty: 5266.348145
	Iteration 55Q: 3 clusters Score -7440808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -7440812.000000 Penalty: 5266.348145
	Iteration 56Q: 3 clusters Score -7440812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -7440823.500000 Penalty: 5266.348145
	Iteration 57Q: 3 clusters Score -7440824 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -7440832.000000 Penalty: 5266.348145
	Iteration 58Q: 3 clusters Score -7440832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39251 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -7440837.000000 Penalty: 5266.348145
	Iteration 59Q: 3 clusters Score -7440837 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -7440838.500000 Penalty: 5266.348145
	Iteration 60F: 3 clusters Score -7440838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -7440822.500000 Penalty: 5266.348145
	Iteration 61Q: 3 clusters Score -7440822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -7440820.500000 Penalty: 5266.348145
	Iteration 62Q: 3 clusters Score -7440820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -7440819.000000 Penalty: 5266.348145
	Iteration 63Q: 3 clusters Score -7440819 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -7440830.500000 Penalty: 5266.348145
	Iteration 64Q: 3 clusters Score -7440830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -7440834.000000 Penalty: 5266.348145
	Iteration 65Q: 3 clusters Score -7440834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -7440844.000000 Penalty: 5266.348145
	Iteration 66Q: 3 clusters Score -7440844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -7440843.000000 Penalty: 5266.348145
	Iteration 67Q: 3 clusters Score -7440843 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39433 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -7440835.500000 Penalty: 5266.348145
	Iteration 68Q: 3 clusters Score -7440836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -7440837.500000 Penalty: 5266.348145
	Iteration 69Q: 3 clusters Score -7440838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -7440823.000000 Penalty: 5266.348145
	Iteration 70Q: 3 clusters Score -7440823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -7440833.000000 Penalty: 5266.348145
	Iteration 71Q: 3 clusters Score -7440833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -7440837.500000 Penalty: 5266.348145
	Iteration 72Q: 3 clusters Score -7440838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -7440838.000000 Penalty: 5266.348145
	Iteration 73Q: 3 clusters Score -7440838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -7440836.000000 Penalty: 5266.348145
	Iteration 74Q: 3 clusters Score -7440836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -7440836.500000 Penalty: 5266.348145
	Iteration 75Q: 3 clusters Score -7440836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -7440842.000000 Penalty: 5266.348145
	Iteration 76Q: 3 clusters Score -7440842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -7440834.000000 Penalty: 5266.348145
	Iteration 77Q: 3 clusters Score -7440834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -7440838.500000 Penalty: 5266.348145
	Iteration 78Q: 3 clusters Score -7440838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -7440833.000000 Penalty: 5266.348145
	Iteration 79Q: 3 clusters Score -7440833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -7440831.000000 Penalty: 5266.348145
	Iteration 80F: 3 clusters Score -7440831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -7440838.000000 Penalty: 5266.348145
	Iteration 81Q: 3 clusters Score -7440838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -7440840.000000 Penalty: 5266.348145
	Iteration 82Q: 3 clusters Score -7440840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -7440832.500000 Penalty: 5266.348145
	Iteration 83Q: 3 clusters Score -7440832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39553 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -7440833.000000 Penalty: 5266.348145
	Iteration 84Q: 3 clusters Score -7440833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -7440835.500000 Penalty: 5266.348145
	Iteration 85Q: 3 clusters Score -7440836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39565 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -7440840.000000 Penalty: 5266.348145
	Iteration 86Q: 3 clusters Score -7440840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -7440840.000000 Penalty: 5266.348145
	Iteration 87Q: 3 clusters Score -7440840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -7440846.000000 Penalty: 5266.348145
	Iteration 88Q: 3 clusters Score -7440846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39587 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -7440846.500000 Penalty: 5266.348145
	Iteration 89Q: 3 clusters Score -7440846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -7440852.000000 Penalty: 5266.348145
	Iteration 90Q: 3 clusters Score -7440852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -7440853.500000 Penalty: 5266.348145
	Iteration 91Q: 3 clusters Score -7440854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -7440849.000000 Penalty: 5266.348145
	Iteration 92Q: 3 clusters Score -7440849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -7440849.000000 Penalty: 5266.348145
	Iteration 93F: 3 clusters Score -7440849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (29785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Entering Unmasked Estep 
Score: -5430593.000000 Penalty: 2554.836426
	Iteration 0F: 2 clusters Score -5430593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -5410137.500000 Penalty: 5109.672852
	Iteration 0F: 3 clusters Score -5410138 nChanged 13400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -5417435.500000 Penalty: 5109.672852
	Iteration 1F: 3 clusters Score -5417436 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -5418015.000000 Penalty: 5109.672852
	Iteration 2Q: 3 clusters Score -5418015 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -5418949.500000 Penalty: 5109.672852
	Iteration 3Q: 3 clusters Score -5418950 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -5420276.500000 Penalty: 5109.672852
	Iteration 4F: 3 clusters Score -5420276 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -5421954.500000 Penalty: 5109.672852
	Iteration 5F: 3 clusters Score -5421954 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -5423979.500000 Penalty: 5109.672852
	Iteration 6F: 3 clusters Score -5423980 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -5426037.000000 Penalty: 5109.672852
	Iteration 7F: 3 clusters Score -5426037 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -5427877.500000 Penalty: 5109.672852
	Iteration 8F: 3 clusters Score -5427878 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -5428854.500000 Penalty: 5109.672852
	Iteration 9Q: 3 clusters Score -5428854 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -5429307.500000 Penalty: 5109.672852
	Iteration 10Q: 3 clusters Score -5429308 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -5429488.500000 Penalty: 5109.672852
	Iteration 11Q: 3 clusters Score -5429488 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -5429585.000000 Penalty: 5109.672852
	Iteration 12Q: 3 clusters Score -5429585 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -5429622.000000 Penalty: 5109.672852
	Iteration 13Q: 3 clusters Score -5429622 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -5429657.000000 Penalty: 5109.672852
	Iteration 14Q: 3 clusters Score -5429657 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -5429682.500000 Penalty: 5109.672852
	Iteration 15Q: 3 clusters Score -5429682 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -5429687.000000 Penalty: 5109.672852
	Iteration 16Q: 3 clusters Score -5429687 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -5429704.000000 Penalty: 5109.672852
	Iteration 17Q: 3 clusters Score -5429704 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -5429708.000000 Penalty: 5109.672852
	Iteration 18Q: 3 clusters Score -5429708 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -5429718.000000 Penalty: 5109.672852
	Iteration 19Q: 3 clusters Score -5429718 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -5429723.000000 Penalty: 5109.672852
	Iteration 20F: 3 clusters Score -5429723 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -5429729.000000 Penalty: 5109.672852
	Iteration 21Q: 3 clusters Score -5429729 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -5429720.000000 Penalty: 5109.672852
	Iteration 22Q: 3 clusters Score -5429720 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -5429727.000000 Penalty: 5109.672852
	Iteration 23Q: 3 clusters Score -5429727 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -5429728.500000 Penalty: 5109.672852
	Iteration 24Q: 3 clusters Score -5429728 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -5429733.500000 Penalty: 5109.672852
	Iteration 25Q: 3 clusters Score -5429734 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -5429743.000000 Penalty: 5109.672852
	Iteration 26Q: 3 clusters Score -5429743 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -5429727.500000 Penalty: 5109.672852
	Iteration 27Q: 3 clusters Score -5429728 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -5429730.500000 Penalty: 5109.672852
	Iteration 28Q: 3 clusters Score -5429730 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -5429750.500000 Penalty: 5109.672852
	Iteration 29Q: 3 clusters Score -5429750 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -5429757.000000 Penalty: 5109.672852
	Iteration 30Q: 3 clusters Score -5429757 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -5429763.000000 Penalty: 5109.672852
	Iteration 31Q: 3 clusters Score -5429763 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -5429775.500000 Penalty: 5109.672852
	Iteration 32Q: 3 clusters Score -5429776 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -5429781.000000 Penalty: 5109.672852
	Iteration 33Q: 3 clusters Score -5429781 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -5429793.000000 Penalty: 5109.672852
	Iteration 34Q: 3 clusters Score -5429793 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -5429799.000000 Penalty: 5109.672852
	Iteration 35Q: 3 clusters Score -5429799 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -5429802.000000 Penalty: 5109.672852
	Iteration 36Q: 3 clusters Score -5429802 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -5429808.500000 Penalty: 5109.672852
	Iteration 37Q: 3 clusters Score -5429808 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -5429816.000000 Penalty: 5109.672852
	Iteration 38Q: 3 clusters Score -5429816 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -5429812.500000 Penalty: 5109.672852
	Iteration 39Q: 3 clusters Score -5429812 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -5429819.500000 Penalty: 5109.672852
	Iteration 40F: 3 clusters Score -5429820 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -5429819.000000 Penalty: 5109.672852
	Iteration 41Q: 3 clusters Score -5429819 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -5429814.000000 Penalty: 5109.672852
	Iteration 42Q: 3 clusters Score -5429814 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -5429812.500000 Penalty: 5109.672852
	Iteration 43Q: 3 clusters Score -5429812 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -5429808.000000 Penalty: 5109.672852
	Iteration 44Q: 3 clusters Score -5429808 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -5429811.500000 Penalty: 5109.672852
	Iteration 45Q: 3 clusters Score -5429812 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -5429812.000000 Penalty: 5109.672852
	Iteration 46Q: 3 clusters Score -5429812 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22625 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -5429820.000000 Penalty: 5109.672852
	Iteration 47Q: 3 clusters Score -5429820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -5429817.500000 Penalty: 5109.672852
	Iteration 48Q: 3 clusters Score -5429818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -5429819.500000 Penalty: 5109.672852
	Iteration 49Q: 3 clusters Score -5429820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -5429814.000000 Penalty: 5109.672852
	Iteration 50Q: 3 clusters Score -5429814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -5429824.500000 Penalty: 5109.672852
	Iteration 51Q: 3 clusters Score -5429824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -5429824.500000 Penalty: 5109.672852
	Iteration 52Q: 3 clusters Score -5429824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -5429829.500000 Penalty: 5109.672852
	Iteration 53Q: 3 clusters Score -5429830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -5429836.000000 Penalty: 5109.672852
	Iteration 54Q: 3 clusters Score -5429836 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -5429840.000000 Penalty: 5109.672852
	Iteration 55Q: 3 clusters Score -5429840 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -5429834.500000 Penalty: 5109.672852
	Iteration 56Q: 3 clusters Score -5429834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -5429839.000000 Penalty: 5109.672852
	Iteration 57Q: 3 clusters Score -5429839 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -5429844.500000 Penalty: 5109.672852
	Iteration 58Q: 3 clusters Score -5429844 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -5429849.500000 Penalty: 5109.672852
	Iteration 59Q: 3 clusters Score -5429850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -5429847.000000 Penalty: 5109.672852
	Iteration 60F: 3 clusters Score -5429847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -5429855.500000 Penalty: 5109.672852
	Iteration 61Q: 3 clusters Score -5429856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -5429853.500000 Penalty: 5109.672852
	Iteration 62Q: 3 clusters Score -5429854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -5429855.000000 Penalty: 5109.672852
	Iteration 63Q: 3 clusters Score -5429855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -5429858.000000 Penalty: 5109.672852
	Iteration 64Q: 3 clusters Score -5429858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -5429854.500000 Penalty: 5109.672852
	Iteration 65Q: 3 clusters Score -5429854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -5429855.000000 Penalty: 5109.672852
	Iteration 66Q: 3 clusters Score -5429855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -5429848.000000 Penalty: 5109.672852
	Iteration 67Q: 3 clusters Score -5429848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -5429851.000000 Penalty: 5109.672852
	Iteration 68Q: 3 clusters Score -5429851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -5429853.000000 Penalty: 5109.672852
	Iteration 69Q: 3 clusters Score -5429853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -5429846.500000 Penalty: 5109.672852
	Iteration 70Q: 3 clusters Score -5429846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -5429847.500000 Penalty: 5109.672852
	Iteration 71Q: 3 clusters Score -5429848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -5429847.500000 Penalty: 5109.672852
	Iteration 72Q: 3 clusters Score -5429848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -5429853.500000 Penalty: 5109.672852
	Iteration 73Q: 3 clusters Score -5429854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -5429863.000000 Penalty: 5109.672852
	Iteration 74Q: 3 clusters Score -5429863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -5429861.000000 Penalty: 5109.672852
	Iteration 75Q: 3 clusters Score -5429861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -5429872.500000 Penalty: 5109.672852
	Iteration 76Q: 3 clusters Score -5429872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -5429871.500000 Penalty: 5109.672852
	Iteration 77Q: 3 clusters Score -5429872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -5429870.500000 Penalty: 5109.672852
	Iteration 78Q: 3 clusters Score -5429870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -5429875.000000 Penalty: 5109.672852
	Iteration 79Q: 3 clusters Score -5429875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -5429875.000000 Penalty: 5109.672852
	Iteration 80F: 3 clusters Score -5429875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -5429871.000000 Penalty: 5109.672852
	Iteration 81Q: 3 clusters Score -5429871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -5429868.000000 Penalty: 5109.672852
	Iteration 82Q: 3 clusters Score -5429868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -5429871.000000 Penalty: 5109.672852
	Iteration 83Q: 3 clusters Score -5429871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -5429871.000000 Penalty: 5109.672852
	Iteration 84Q: 3 clusters Score -5429871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -5429875.000000 Penalty: 5109.672852
	Iteration 85Q: 3 clusters Score -5429875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -5429875.000000 Penalty: 5109.672852
	Iteration 86F: 3 clusters Score -5429875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47408 members 
Entering Unmasked Estep 
Score: -8773980.000000 Penalty: 2670.103516
	Iteration 0F: 2 clusters Score -8773980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -8744696.000000 Penalty: 5340.207031
	Iteration 0F: 3 clusters Score -8744696 nChanged 21690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -8756777.000000 Penalty: 5340.207031
	Iteration 1F: 3 clusters Score -8756777 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -8757411.000000 Penalty: 5340.207031
	Iteration 2Q: 3 clusters Score -8757411 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -8757955.000000 Penalty: 5340.207031
	Iteration 3Q: 3 clusters Score -8757955 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -8758562.000000 Penalty: 5340.207031
	Iteration 4Q: 3 clusters Score -8758562 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -8759270.000000 Penalty: 5340.207031
	Iteration 5Q: 3 clusters Score -8759270 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20925 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -8760051.000000 Penalty: 5340.207031
	Iteration 6Q: 3 clusters Score -8760051 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -8760964.000000 Penalty: 5340.207031
	Iteration 7Q: 3 clusters Score -8760964 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -8762259.000000 Penalty: 5340.207031
	Iteration 8Q: 3 clusters Score -8762259 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -8764039.000000 Penalty: 5340.207031
	Iteration 9F: 3 clusters Score -8764039 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -8766142.000000 Penalty: 5340.207031
	Iteration 10F: 3 clusters Score -8766142 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -8767951.000000 Penalty: 5340.207031
	Iteration 11Q: 3 clusters Score -8767951 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -8768905.000000 Penalty: 5340.207031
	Iteration 12Q: 3 clusters Score -8768905 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -8769386.000000 Penalty: 5340.207031
	Iteration 13Q: 3 clusters Score -8769386 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -8769749.000000 Penalty: 5340.207031
	Iteration 14Q: 3 clusters Score -8769749 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -8770019.000000 Penalty: 5340.207031
	Iteration 15Q: 3 clusters Score -8770019 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 31969 members 
Entering Unmasked Estep 
Score: -8770264.000000 Penalty: 5340.207031
	Iteration 16Q: 3 clusters Score -8770264 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -8770437.000000 Penalty: 5340.207031
	Iteration 17Q: 3 clusters Score -8770437 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -8770627.000000 Penalty: 5340.207031
	Iteration 18Q: 3 clusters Score -8770627 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 31952 members 
Entering Unmasked Estep 
Score: -8770778.000000 Penalty: 5340.207031
	Iteration 19Q: 3 clusters Score -8770778 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 31916 members 
Entering Unmasked Estep 
Score: -8770897.000000 Penalty: 5340.207031
	Iteration 20F: 3 clusters Score -8770897 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 31876 members 
Entering Unmasked Estep 
Score: -8770992.000000 Penalty: 5340.207031
	Iteration 21Q: 3 clusters Score -8770992 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -8771078.000000 Penalty: 5340.207031
	Iteration 22Q: 3 clusters Score -8771078 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 31757 members 
Entering Unmasked Estep 
Score: -8771114.000000 Penalty: 5340.207031
	Iteration 23Q: 3 clusters Score -8771114 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 31712 members 
Entering Unmasked Estep 
Score: -8771136.000000 Penalty: 5340.207031
	Iteration 24Q: 3 clusters Score -8771136 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -8771158.000000 Penalty: 5340.207031
	Iteration 25Q: 3 clusters Score -8771158 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -8771166.000000 Penalty: 5340.207031
	Iteration 26Q: 3 clusters Score -8771166 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -8771182.000000 Penalty: 5340.207031
	Iteration 27Q: 3 clusters Score -8771182 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -8771220.000000 Penalty: 5340.207031
	Iteration 28Q: 3 clusters Score -8771220 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 31615 members 
Entering Unmasked Estep 
Score: -8771219.000000 Penalty: 5340.207031
	Iteration 29Q: 3 clusters Score -8771219 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -8771213.000000 Penalty: 5340.207031
	Iteration 30Q: 3 clusters Score -8771213 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -8771210.000000 Penalty: 5340.207031
	Iteration 31Q: 3 clusters Score -8771210 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -8771214.000000 Penalty: 5340.207031
	Iteration 32Q: 3 clusters Score -8771214 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -8771223.000000 Penalty: 5340.207031
	Iteration 33Q: 3 clusters Score -8771223 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -8771223.000000 Penalty: 5340.207031
	Iteration 34Q: 3 clusters Score -8771223 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -8771232.000000 Penalty: 5340.207031
	Iteration 35Q: 3 clusters Score -8771232 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -8771231.000000 Penalty: 5340.207031
	Iteration 36Q: 3 clusters Score -8771231 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 31481 members 
Entering Unmasked Estep 
Score: -8771241.000000 Penalty: 5340.207031
	Iteration 37Q: 3 clusters Score -8771241 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 31467 members 
Entering Unmasked Estep 
Score: -8771255.000000 Penalty: 5340.207031
	Iteration 38Q: 3 clusters Score -8771255 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -8771258.000000 Penalty: 5340.207031
	Iteration 39Q: 3 clusters Score -8771258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -8771239.000000 Penalty: 5340.207031
	Iteration 40F: 3 clusters Score -8771239 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -8771225.000000 Penalty: 5340.207031
	Iteration 41Q: 3 clusters Score -8771225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -8771243.000000 Penalty: 5340.207031
	Iteration 42Q: 3 clusters Score -8771243 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 31382 members 
Entering Unmasked Estep 
Score: -8771231.000000 Penalty: 5340.207031
	Iteration 43Q: 3 clusters Score -8771231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -8771229.000000 Penalty: 5340.207031
	Iteration 44Q: 3 clusters Score -8771229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 31378 members 
Entering Unmasked Estep 
Score: -8771237.000000 Penalty: 5340.207031
	Iteration 45Q: 3 clusters Score -8771237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -8771240.000000 Penalty: 5340.207031
	Iteration 46Q: 3 clusters Score -8771240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -8771246.000000 Penalty: 5340.207031
	Iteration 47Q: 3 clusters Score -8771246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -8771241.000000 Penalty: 5340.207031
	Iteration 48Q: 3 clusters Score -8771241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -8771240.000000 Penalty: 5340.207031
	Iteration 49Q: 3 clusters Score -8771240 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 31377 members 
Entering Unmasked Estep 
Score: -8771242.000000 Penalty: 5340.207031
	Iteration 50Q: 3 clusters Score -8771242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 31368 members 
Entering Unmasked Estep 
Score: -8771243.000000 Penalty: 5340.207031
	Iteration 51Q: 3 clusters Score -8771243 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -8771245.000000 Penalty: 5340.207031
	Iteration 52Q: 3 clusters Score -8771245 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -8771234.000000 Penalty: 5340.207031
	Iteration 53Q: 3 clusters Score -8771234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -8771229.000000 Penalty: 5340.207031
	Iteration 54Q: 3 clusters Score -8771229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -8771243.000000 Penalty: 5340.207031
	Iteration 55Q: 3 clusters Score -8771243 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 31342 members 
Entering Unmasked Estep 
Score: -8771241.000000 Penalty: 5340.207031
	Iteration 56Q: 3 clusters Score -8771241 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -8771237.000000 Penalty: 5340.207031
	Iteration 57Q: 3 clusters Score -8771237 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -8771232.000000 Penalty: 5340.207031
	Iteration 58Q: 3 clusters Score -8771232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -8771244.000000 Penalty: 5340.207031
	Iteration 59Q: 3 clusters Score -8771244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 31312 members 
Entering Unmasked Estep 
Score: -8771237.000000 Penalty: 5340.207031
	Iteration 60F: 3 clusters Score -8771237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -8771226.000000 Penalty: 5340.207031
	Iteration 61Q: 3 clusters Score -8771226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -8771226.000000 Penalty: 5340.207031
	Iteration 62Q: 3 clusters Score -8771226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -8771229.000000 Penalty: 5340.207031
	Iteration 63Q: 3 clusters Score -8771229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -8771230.000000 Penalty: 5340.207031
	Iteration 64Q: 3 clusters Score -8771230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -8771233.000000 Penalty: 5340.207031
	Iteration 65Q: 3 clusters Score -8771233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -8771229.000000 Penalty: 5340.207031
	Iteration 66Q: 3 clusters Score -8771229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -8771229.000000 Penalty: 5340.207031
	Iteration 67Q: 3 clusters Score -8771229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -8771231.000000 Penalty: 5340.207031
	Iteration 68Q: 3 clusters Score -8771231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -8771231.000000 Penalty: 5340.207031
	Iteration 69F: 3 clusters Score -8771231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44519 members 
Entering Unmasked Estep 
Score: -8217590.500000 Penalty: 2654.510498
	Iteration 0F: 2 clusters Score -8217590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -8189581.000000 Penalty: 5309.020996
	Iteration 0F: 3 clusters Score -8189581 nChanged 20443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -8201284.000000 Penalty: 5309.020996
	Iteration 1F: 3 clusters Score -8201284 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -8202024.000000 Penalty: 5309.020996
	Iteration 2Q: 3 clusters Score -8202024 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -8202817.500000 Penalty: 5309.020996
	Iteration 3Q: 3 clusters Score -8202818 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -8203841.500000 Penalty: 5309.020996
	Iteration 4Q: 3 clusters Score -8203842 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -8205107.000000 Penalty: 5309.020996
	Iteration 5F: 3 clusters Score -8205107 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -8206893.000000 Penalty: 5309.020996
	Iteration 6F: 3 clusters Score -8206893 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23399 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -8209154.000000 Penalty: 5309.020996
	Iteration 7F: 3 clusters Score -8209154 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -8211269.000000 Penalty: 5309.020996
	Iteration 8F: 3 clusters Score -8211269 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -8212386.500000 Penalty: 5309.020996
	Iteration 9Q: 3 clusters Score -8212386 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -8212843.000000 Penalty: 5309.020996
	Iteration 10Q: 3 clusters Score -8212843 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -8213130.000000 Penalty: 5309.020996
	Iteration 11Q: 3 clusters Score -8213130 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -8213328.000000 Penalty: 5309.020996
	Iteration 12Q: 3 clusters Score -8213328 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -8213478.000000 Penalty: 5309.020996
	Iteration 13Q: 3 clusters Score -8213478 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -8213636.500000 Penalty: 5309.020996
	Iteration 14Q: 3 clusters Score -8213636 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -8213748.000000 Penalty: 5309.020996
	Iteration 15Q: 3 clusters Score -8213748 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -8213867.000000 Penalty: 5309.020996
	Iteration 16Q: 3 clusters Score -8213867 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -8213925.000000 Penalty: 5309.020996
	Iteration 17Q: 3 clusters Score -8213925 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -8213961.000000 Penalty: 5309.020996
	Iteration 18Q: 3 clusters Score -8213961 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -8213998.000000 Penalty: 5309.020996
	Iteration 19Q: 3 clusters Score -8213998 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -8214058.500000 Penalty: 5309.020996
	Iteration 20F: 3 clusters Score -8214058 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -8214127.500000 Penalty: 5309.020996
	Iteration 21Q: 3 clusters Score -8214128 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -8214147.000000 Penalty: 5309.020996
	Iteration 22Q: 3 clusters Score -8214147 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -8214163.500000 Penalty: 5309.020996
	Iteration 23Q: 3 clusters Score -8214164 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -8214204.500000 Penalty: 5309.020996
	Iteration 24Q: 3 clusters Score -8214204 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -8214222.000000 Penalty: 5309.020996
	Iteration 25Q: 3 clusters Score -8214222 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -8214246.500000 Penalty: 5309.020996
	Iteration 26Q: 3 clusters Score -8214246 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -8214256.000000 Penalty: 5309.020996
	Iteration 27Q: 3 clusters Score -8214256 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -8214287.000000 Penalty: 5309.020996
	Iteration 28Q: 3 clusters Score -8214287 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -8214273.500000 Penalty: 5309.020996
	Iteration 29Q: 3 clusters Score -8214274 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -8214296.500000 Penalty: 5309.020996
	Iteration 30Q: 3 clusters Score -8214296 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -8214286.000000 Penalty: 5309.020996
	Iteration 31Q: 3 clusters Score -8214286 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -8214330.500000 Penalty: 5309.020996
	Iteration 32Q: 3 clusters Score -8214330 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -8214301.000000 Penalty: 5309.020996
	Iteration 33Q: 3 clusters Score -8214301 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -8214294.500000 Penalty: 5309.020996
	Iteration 34Q: 3 clusters Score -8214294 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -8214305.000000 Penalty: 5309.020996
	Iteration 35Q: 3 clusters Score -8214305 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -8214322.500000 Penalty: 5309.020996
	Iteration 36Q: 3 clusters Score -8214322 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -8214334.500000 Penalty: 5309.020996
	Iteration 37Q: 3 clusters Score -8214334 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -8214328.500000 Penalty: 5309.020996
	Iteration 38Q: 3 clusters Score -8214328 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -8214333.000000 Penalty: 5309.020996
	Iteration 39Q: 3 clusters Score -8214333 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -8214332.500000 Penalty: 5309.020996
	Iteration 40F: 3 clusters Score -8214332 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -8214334.500000 Penalty: 5309.020996
	Iteration 41Q: 3 clusters Score -8214334 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -8214329.500000 Penalty: 5309.020996
	Iteration 42Q: 3 clusters Score -8214330 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -8214335.000000 Penalty: 5309.020996
	Iteration 43Q: 3 clusters Score -8214335 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -8214341.000000 Penalty: 5309.020996
	Iteration 44Q: 3 clusters Score -8214341 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -8214329.000000 Penalty: 5309.020996
	Iteration 45Q: 3 clusters Score -8214329 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -8214353.000000 Penalty: 5309.020996
	Iteration 46Q: 3 clusters Score -8214353 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -8214333.500000 Penalty: 5309.020996
	Iteration 47Q: 3 clusters Score -8214334 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -8214339.500000 Penalty: 5309.020996
	Iteration 48Q: 3 clusters Score -8214340 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -8214331.000000 Penalty: 5309.020996
	Iteration 49Q: 3 clusters Score -8214331 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -8214345.000000 Penalty: 5309.020996
	Iteration 50Q: 3 clusters Score -8214345 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -8214330.500000 Penalty: 5309.020996
	Iteration 51Q: 3 clusters Score -8214330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -8214335.000000 Penalty: 5309.020996
	Iteration 52Q: 3 clusters Score -8214335 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -8214342.000000 Penalty: 5309.020996
	Iteration 53Q: 3 clusters Score -8214342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -8214347.000000 Penalty: 5309.020996
	Iteration 54Q: 3 clusters Score -8214347 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -8214353.500000 Penalty: 5309.020996
	Iteration 55Q: 3 clusters Score -8214354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -8214343.000000 Penalty: 5309.020996
	Iteration 56Q: 3 clusters Score -8214343 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -8214335.000000 Penalty: 5309.020996
	Iteration 57Q: 3 clusters Score -8214335 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -8214350.000000 Penalty: 5309.020996
	Iteration 58Q: 3 clusters Score -8214350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -8214350.500000 Penalty: 5309.020996
	Iteration 59Q: 3 clusters Score -8214350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -8214353.500000 Penalty: 5309.020996
	Iteration 60F: 3 clusters Score -8214354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -8214350.000000 Penalty: 5309.020996
	Iteration 61Q: 3 clusters Score -8214350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -8214346.500000 Penalty: 5309.020996
	Iteration 62Q: 3 clusters Score -8214346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -8214347.500000 Penalty: 5309.020996
	Iteration 63Q: 3 clusters Score -8214348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -8214346.500000 Penalty: 5309.020996
	Iteration 64Q: 3 clusters Score -8214346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -8214346.500000 Penalty: 5309.020996
	Iteration 65F: 3 clusters Score -8214346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (47041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47041 members 
Entering Unmasked Estep 
Score: -8675698.000000 Penalty: 2668.176025
	Iteration 0F: 2 clusters Score -8675698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -8645782.000000 Penalty: 5336.352051
	Iteration 0F: 3 clusters Score -8645782 nChanged 21611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -8657849.000000 Penalty: 5336.352051
	Iteration 1F: 3 clusters Score -8657849 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 22900 members 
Entering Unmasked Estep 
Score: -8658332.000000 Penalty: 5336.352051
	Iteration 2Q: 3 clusters Score -8658332 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -8658822.000000 Penalty: 5336.352051
	Iteration 3Q: 3 clusters Score -8658822 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -8659322.000000 Penalty: 5336.352051
	Iteration 4Q: 3 clusters Score -8659322 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26496 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -8659956.000000 Penalty: 5336.352051
	Iteration 5Q: 3 clusters Score -8659956 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27981 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -8660805.000000 Penalty: 5336.352051
	Iteration 6Q: 3 clusters Score -8660805 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -8661947.000000 Penalty: 5336.352051
	Iteration 7F: 3 clusters Score -8661947 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -8663448.000000 Penalty: 5336.352051
	Iteration 8F: 3 clusters Score -8663448 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -8665387.000000 Penalty: 5336.352051
	Iteration 9F: 3 clusters Score -8665387 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -8667513.000000 Penalty: 5336.352051
	Iteration 10F: 3 clusters Score -8667513 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -8669527.000000 Penalty: 5336.352051
	Iteration 11F: 3 clusters Score -8669527 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -8671290.000000 Penalty: 5336.352051
	Iteration 12Q: 3 clusters Score -8671290 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44361 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -8672369.000000 Penalty: 5336.352051
	Iteration 13Q: 3 clusters Score -8672369 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -8672977.000000 Penalty: 5336.352051
	Iteration 14Q: 3 clusters Score -8672977 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46042 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -8673221.000000 Penalty: 5336.352051
	Iteration 15Q: 3 clusters Score -8673221 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46340 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -8673340.000000 Penalty: 5336.352051
	Iteration 16Q: 3 clusters Score -8673340 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46457 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8673404.000000 Penalty: 5336.352051
	Iteration 17Q: 3 clusters Score -8673404 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46520 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8673446.000000 Penalty: 5336.352051
	Iteration 18Q: 3 clusters Score -8673446 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8673494.000000 Penalty: 5336.352051
	Iteration 19Q: 3 clusters Score -8673494 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46598 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -8673521.000000 Penalty: 5336.352051
	Iteration 20F: 3 clusters Score -8673521 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46628 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8673530.000000 Penalty: 5336.352051
	Iteration 21Q: 3 clusters Score -8673530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46645 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -8673547.000000 Penalty: 5336.352051
	Iteration 22Q: 3 clusters Score -8673547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8673557.000000 Penalty: 5336.352051
	Iteration 23Q: 3 clusters Score -8673557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46658 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8673563.000000 Penalty: 5336.352051
	Iteration 24Q: 3 clusters Score -8673563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46658 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8673564.000000 Penalty: 5336.352051
	Iteration 25Q: 3 clusters Score -8673564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46658 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -8673564.000000 Penalty: 5336.352051
	Iteration 26F: 3 clusters Score -8673564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Entering Unmasked Estep 
Score: -84357.804688 Penalty: 1580.159790
	Iteration 0F: 2 clusters Score -84357.8 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 296 members 
Entering Unmasked Estep 
Score: -82845.078125 Penalty: 3160.319580
	Iteration 0F: 3 clusters Score -82845.08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -83209.710938 Penalty: 3160.319580
	Iteration 1F: 3 clusters Score -83209.71 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -83401.585938 Penalty: 3160.319580
	Iteration 2F: 3 clusters Score -83401.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -83564.132812 Penalty: 3160.319580
	Iteration 3F: 3 clusters Score -83564.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -83658.359375 Penalty: 3160.319580
	Iteration 4Q: 3 clusters Score -83658.36 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -83711.531250 Penalty: 3160.319580
	Iteration 5Q: 3 clusters Score -83711.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -83772.468750 Penalty: 3160.319580
	Iteration 6Q: 3 clusters Score -83772.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -83788.203125 Penalty: 3160.319580
	Iteration 7Q: 3 clusters Score -83788.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -83805.179688 Penalty: 3160.319580
	Iteration 8Q: 3 clusters Score -83805.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -83814.164062 Penalty: 3160.319580
	Iteration 9Q: 3 clusters Score -83814.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -83818.726562 Penalty: 3160.319580
	Iteration 10Q: 3 clusters Score -83818.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -83826.648438 Penalty: 3160.319580
	Iteration 11Q: 3 clusters Score -83826.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -83855.640625 Penalty: 3160.319580
	Iteration 12Q: 3 clusters Score -83855.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -83878.492188 Penalty: 3160.319580
	Iteration 13Q: 3 clusters Score -83878.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -83902.664062 Penalty: 3160.319580
	Iteration 14Q: 3 clusters Score -83902.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -83951.359375 Penalty: 3160.319580
	Iteration 15Q: 3 clusters Score -83951.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -83991.960938 Penalty: 3160.319580
	Iteration 16Q: 3 clusters Score -83991.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -84011.570312 Penalty: 3160.319580
	Iteration 17Q: 3 clusters Score -84011.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -84023.289062 Penalty: 3160.319580
	Iteration 18Q: 3 clusters Score -84023.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -84026.781250 Penalty: 3160.319580
	Iteration 19Q: 3 clusters Score -84026.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -84028.476562 Penalty: 3160.319580
	Iteration 20F: 3 clusters Score -84028.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -84036.148438 Penalty: 3160.319580
	Iteration 21Q: 3 clusters Score -84036.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -84061.351562 Penalty: 3160.319580
	Iteration 22Q: 3 clusters Score -84061.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -84095.117188 Penalty: 3160.319580
	Iteration 23Q: 3 clusters Score -84095.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -84142.750000 Penalty: 3160.319580
	Iteration 24Q: 3 clusters Score -84142.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -84234.164062 Penalty: 3160.319580
	Iteration 25Q: 3 clusters Score -84234.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -84315.250000 Penalty: 3160.319580
	Iteration 26Q: 3 clusters Score -84315.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -84374.117188 Penalty: 3160.319580
	Iteration 27Q: 3 clusters Score -84374.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -84401.835938 Penalty: 3160.319580
	Iteration 28Q: 3 clusters Score -84401.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -84415.062500 Penalty: 3160.319580
	Iteration 29Q: 3 clusters Score -84415.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -84438.273438 Penalty: 3160.319580
	Iteration 30Q: 3 clusters Score -84438.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -84459.750000 Penalty: 3160.319580
	Iteration 31Q: 3 clusters Score -84459.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -84481.203125 Penalty: 3160.319580
	Iteration 32Q: 3 clusters Score -84481.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -84503.148438 Penalty: 3160.319580
	Iteration 33Q: 3 clusters Score -84503.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -84518.539062 Penalty: 3160.319580
	Iteration 34Q: 3 clusters Score -84518.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -84535.406250 Penalty: 3160.319580
	Iteration 35Q: 3 clusters Score -84535.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -84564.742188 Penalty: 3160.319580
	Iteration 36Q: 3 clusters Score -84564.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -84568.476562 Penalty: 3160.319580
	Iteration 37F: 3 clusters Score -84568.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -84581.875000 Penalty: 3160.319580
	Iteration 38Q: 3 clusters Score -84581.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -84593.015625 Penalty: 3160.319580
	Iteration 39Q: 3 clusters Score -84593.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -84603.109375 Penalty: 3160.319580
	Iteration 40F: 3 clusters Score -84603.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -84632.835938 Penalty: 3160.319580
	Iteration 41Q: 3 clusters Score -84632.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -84647.859375 Penalty: 3160.319580
	Iteration 42Q: 3 clusters Score -84647.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -84658.203125 Penalty: 3160.319580
	Iteration 43Q: 3 clusters Score -84658.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -84662.601562 Penalty: 3160.319580
	Iteration 44Q: 3 clusters Score -84662.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -84662.601562 Penalty: 3160.319580
	Iteration 45F: 3 clusters Score -84662.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 40849 members 
Mstep: Class 3 contains 29785 members 
Mstep: Class 4 contains 47408 members 
Mstep: Class 5 contains 44519 members 
Mstep: Class 6 contains 47041 members 
Mstep: Class 7 contains 308 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 49791 members 
Mstep: Class 11 contains 46492 members 
Mstep: Class 12 contains 49558 members 
Mstep: Class 13 contains 48418 members 
Mstep: Class 14 contains 44925 members 
Mstep: Class 15 contains 25538 members 
Mstep: Class 16 contains 44097 members 
Mstep: Class 17 contains 47168 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 1677 members 
Mstep: Class 21 contains 39413 members 
Mstep: Class 22 contains 5237 members 
Mstep: Class 23 contains 277 members 
Entering Unmasked Estep 
Score: -111219256.000000 Penalty: 76057.484375
Splitting cluster 7 changes total score from -111220728.000000 to -111219256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -23539.289062 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -23539.29 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 150 members 
Entering Unmasked Estep 
Score: -22383.800781 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -22383.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -22532.035156 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -22532.04 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -22591.632812 Penalty: 2838.898193
	Iteration 2Q: 3 clusters Score -22591.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -22630.328125 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -22630.33 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -22665.804688 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -22665.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -22704.478516 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -22704.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -22718.970703 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -22718.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -22729.707031 Penalty: 2838.898193
	Iteration 7Q: 3 clusters Score -22729.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -22732.937500 Penalty: 2838.898193
	Iteration 8Q: 3 clusters Score -22732.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -22732.937500 Penalty: 2838.898193
	Iteration 9F: 3 clusters Score -22732.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Entering Unmasked Estep 
Score: -196132.906250 Penalty: 1769.650513
	Iteration 0F: 2 clusters Score -196132.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -194069.031250 Penalty: 3539.301025
	Iteration 0F: 3 clusters Score -194069 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -194614.703125 Penalty: 3539.301025
	Iteration 1F: 3 clusters Score -194614.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -194866.296875 Penalty: 3539.301025
	Iteration 2F: 3 clusters Score -194866.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -195011.078125 Penalty: 3539.301025
	Iteration 3F: 3 clusters Score -195011.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -195123.843750 Penalty: 3539.301025
	Iteration 4Q: 3 clusters Score -195123.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -195175.875000 Penalty: 3539.301025
	Iteration 5Q: 3 clusters Score -195175.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -195220.015625 Penalty: 3539.301025
	Iteration 6Q: 3 clusters Score -195220 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -195249.390625 Penalty: 3539.301025
	Iteration 7Q: 3 clusters Score -195249.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -195271.953125 Penalty: 3539.301025
	Iteration 8Q: 3 clusters Score -195272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -195303.609375 Penalty: 3539.301025
	Iteration 9Q: 3 clusters Score -195303.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -195353.125000 Penalty: 3539.301025
	Iteration 10Q: 3 clusters Score -195353.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -195385.671875 Penalty: 3539.301025
	Iteration 11Q: 3 clusters Score -195385.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -195412.031250 Penalty: 3539.301025
	Iteration 12Q: 3 clusters Score -195412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -195426.906250 Penalty: 3539.301025
	Iteration 13Q: 3 clusters Score -195426.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -195439.421875 Penalty: 3539.301025
	Iteration 14Q: 3 clusters Score -195439.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -195444.765625 Penalty: 3539.301025
	Iteration 15Q: 3 clusters Score -195444.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -195450.328125 Penalty: 3539.301025
	Iteration 16Q: 3 clusters Score -195450.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -195454.828125 Penalty: 3539.301025
	Iteration 17Q: 3 clusters Score -195454.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -195457.984375 Penalty: 3539.301025
	Iteration 18Q: 3 clusters Score -195458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -195460.484375 Penalty: 3539.301025
	Iteration 19Q: 3 clusters Score -195460.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -195468.281250 Penalty: 3539.301025
	Iteration 20F: 3 clusters Score -195468.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -195477.750000 Penalty: 3539.301025
	Iteration 21Q: 3 clusters Score -195477.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -195485.000000 Penalty: 3539.301025
	Iteration 22Q: 3 clusters Score -195485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -195490.312500 Penalty: 3539.301025
	Iteration 23Q: 3 clusters Score -195490.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -195492.281250 Penalty: 3539.301025
	Iteration 24Q: 3 clusters Score -195492.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -195492.281250 Penalty: 3539.301025
	Iteration 25F: 3 clusters Score -195492.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (49791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49791 members 
Entering Unmasked Estep 
Score: -9126752.000000 Penalty: 2682.266357
	Iteration 0F: 2 clusters Score -9126752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -9096057.000000 Penalty: 5364.532715
	Iteration 0F: 3 clusters Score -9096057 nChanged 22918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -9108595.000000 Penalty: 5364.532715
	Iteration 1F: 3 clusters Score -9108595 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -9109094.000000 Penalty: 5364.532715
	Iteration 2Q: 3 clusters Score -9109094 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -9109514.000000 Penalty: 5364.532715
	Iteration 3Q: 3 clusters Score -9109514 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -9109942.000000 Penalty: 5364.532715
	Iteration 4Q: 3 clusters Score -9109942 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 25731 members 
Entering Unmasked Estep 
Score: -9110240.000000 Penalty: 5364.532715
	Iteration 5Q: 3 clusters Score -9110240 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -9110734.000000 Penalty: 5364.532715
	Iteration 6Q: 3 clusters Score -9110734 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -9111310.000000 Penalty: 5364.532715
	Iteration 7Q: 3 clusters Score -9111310 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -9112123.000000 Penalty: 5364.532715
	Iteration 8Q: 3 clusters Score -9112123 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -9113358.000000 Penalty: 5364.532715
	Iteration 9Q: 3 clusters Score -9113358 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -9115131.000000 Penalty: 5364.532715
	Iteration 10F: 3 clusters Score -9115131 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -9117255.000000 Penalty: 5364.532715
	Iteration 11F: 3 clusters Score -9117255 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 30019 members 
Entering Unmasked Estep 
Score: -9119209.000000 Penalty: 5364.532715
	Iteration 12F: 3 clusters Score -9119209 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 30388 members 
Entering Unmasked Estep 
Score: -9120440.000000 Penalty: 5364.532715
	Iteration 13Q: 3 clusters Score -9120440 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 30579 members 
Entering Unmasked Estep 
Score: -9121160.000000 Penalty: 5364.532715
	Iteration 14Q: 3 clusters Score -9121160 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -9121704.000000 Penalty: 5364.532715
	Iteration 15Q: 3 clusters Score -9121704 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -9122199.000000 Penalty: 5364.532715
	Iteration 16Q: 3 clusters Score -9122199 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -9122596.000000 Penalty: 5364.532715
	Iteration 17Q: 3 clusters Score -9122596 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 30676 members 
Entering Unmasked Estep 
Score: -9123048.000000 Penalty: 5364.532715
	Iteration 18Q: 3 clusters Score -9123048 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -9123558.000000 Penalty: 5364.532715
	Iteration 19Q: 3 clusters Score -9123558 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -9124053.000000 Penalty: 5364.532715
	Iteration 20F: 3 clusters Score -9124053 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -9124578.000000 Penalty: 5364.532715
	Iteration 21Q: 3 clusters Score -9124578 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -9125075.000000 Penalty: 5364.532715
	Iteration 22Q: 3 clusters Score -9125075 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 29601 members 
Entering Unmasked Estep 
Score: -9125312.000000 Penalty: 5364.532715
	Iteration 23Q: 3 clusters Score -9125312 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 29492 members 
Entering Unmasked Estep 
Score: -9125500.000000 Penalty: 5364.532715
	Iteration 24Q: 3 clusters Score -9125500 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -9125605.000000 Penalty: 5364.532715
	Iteration 25Q: 3 clusters Score -9125605 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -9125655.000000 Penalty: 5364.532715
	Iteration 26Q: 3 clusters Score -9125655 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -9125691.000000 Penalty: 5364.532715
	Iteration 27Q: 3 clusters Score -9125691 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -9125723.000000 Penalty: 5364.532715
	Iteration 28Q: 3 clusters Score -9125723 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -9125727.000000 Penalty: 5364.532715
	Iteration 29Q: 3 clusters Score -9125727 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -9125748.000000 Penalty: 5364.532715
	Iteration 30Q: 3 clusters Score -9125748 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -9125761.000000 Penalty: 5364.532715
	Iteration 31Q: 3 clusters Score -9125761 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -9125762.000000 Penalty: 5364.532715
	Iteration 32Q: 3 clusters Score -9125762 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -9125780.000000 Penalty: 5364.532715
	Iteration 33Q: 3 clusters Score -9125780 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -9125790.000000 Penalty: 5364.532715
	Iteration 34Q: 3 clusters Score -9125790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -9125792.000000 Penalty: 5364.532715
	Iteration 35Q: 3 clusters Score -9125792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -9125783.000000 Penalty: 5364.532715
	Iteration 36Q: 3 clusters Score -9125783 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
Score: -9125779.000000 Penalty: 5364.532715
	Iteration 37Q: 3 clusters Score -9125779 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -9125796.000000 Penalty: 5364.532715
	Iteration 38Q: 3 clusters Score -9125796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -9125804.000000 Penalty: 5364.532715
	Iteration 39Q: 3 clusters Score -9125804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -9125808.000000 Penalty: 5364.532715
	Iteration 40F: 3 clusters Score -9125808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -9125807.000000 Penalty: 5364.532715
	Iteration 41Q: 3 clusters Score -9125807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 29242 members 
Entering Unmasked Estep 
Score: -9125794.000000 Penalty: 5364.532715
	Iteration 42Q: 3 clusters Score -9125794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 29239 members 
Entering Unmasked Estep 
Score: -9125791.000000 Penalty: 5364.532715
	Iteration 43Q: 3 clusters Score -9125791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -9125796.000000 Penalty: 5364.532715
	Iteration 44Q: 3 clusters Score -9125796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -9125792.000000 Penalty: 5364.532715
	Iteration 45Q: 3 clusters Score -9125792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -9125796.000000 Penalty: 5364.532715
	Iteration 46Q: 3 clusters Score -9125796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 29230 members 
Entering Unmasked Estep 
Score: -9125800.000000 Penalty: 5364.532715
	Iteration 47Q: 3 clusters Score -9125800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -9125801.000000 Penalty: 5364.532715
	Iteration 48Q: 3 clusters Score -9125801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -9125797.000000 Penalty: 5364.532715
	Iteration 49Q: 3 clusters Score -9125797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -9125800.000000 Penalty: 5364.532715
	Iteration 50Q: 3 clusters Score -9125800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -9125789.000000 Penalty: 5364.532715
	Iteration 51Q: 3 clusters Score -9125789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -9125804.000000 Penalty: 5364.532715
	Iteration 52Q: 3 clusters Score -9125804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -9125803.000000 Penalty: 5364.532715
	Iteration 53Q: 3 clusters Score -9125803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 29194 members 
Entering Unmasked Estep 
Score: -9125798.000000 Penalty: 5364.532715
	Iteration 54Q: 3 clusters Score -9125798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -9125795.000000 Penalty: 5364.532715
	Iteration 55Q: 3 clusters Score -9125795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -9125802.000000 Penalty: 5364.532715
	Iteration 56Q: 3 clusters Score -9125802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -9125800.000000 Penalty: 5364.532715
	Iteration 57Q: 3 clusters Score -9125800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 29189 members 
Entering Unmasked Estep 
Score: -9125800.000000 Penalty: 5364.532715
	Iteration 58F: 3 clusters Score -9125800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46492 members 
Entering Unmasked Estep 
Score: -8424607.000000 Penalty: 2665.264893
	Iteration 0F: 2 clusters Score -8424607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -8394189.000000 Penalty: 5330.529785
	Iteration 0F: 3 clusters Score -8394189 nChanged 21380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -8405930.000000 Penalty: 5330.529785
	Iteration 1F: 3 clusters Score -8405930 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -8406240.000000 Penalty: 5330.529785
	Iteration 2Q: 3 clusters Score -8406240 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -8406645.000000 Penalty: 5330.529785
	Iteration 3Q: 3 clusters Score -8406645 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -8406967.000000 Penalty: 5330.529785
	Iteration 4Q: 3 clusters Score -8406967 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -8407273.000000 Penalty: 5330.529785
	Iteration 5Q: 3 clusters Score -8407273 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -8407556.000000 Penalty: 5330.529785
	Iteration 6Q: 3 clusters Score -8407556 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -8407908.000000 Penalty: 5330.529785
	Iteration 7Q: 3 clusters Score -8407908 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -8408332.000000 Penalty: 5330.529785
	Iteration 8Q: 3 clusters Score -8408332 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -8408900.000000 Penalty: 5330.529785
	Iteration 9Q: 3 clusters Score -8408900 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -8409798.000000 Penalty: 5330.529785
	Iteration 10Q: 3 clusters Score -8409798 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -8411149.000000 Penalty: 5330.529785
	Iteration 11F: 3 clusters Score -8411149 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -8413103.000000 Penalty: 5330.529785
	Iteration 12F: 3 clusters Score -8413103 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32210 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -8415900.000000 Penalty: 5330.529785
	Iteration 13F: 3 clusters Score -8415900 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -8418984.000000 Penalty: 5330.529785
	Iteration 14F: 3 clusters Score -8418984 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -8421125.000000 Penalty: 5330.529785
	Iteration 15F: 3 clusters Score -8421125 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -8421975.000000 Penalty: 5330.529785
	Iteration 16Q: 3 clusters Score -8421975 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -8422356.000000 Penalty: 5330.529785
	Iteration 17Q: 3 clusters Score -8422356 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -8422637.000000 Penalty: 5330.529785
	Iteration 18Q: 3 clusters Score -8422637 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -8422846.000000 Penalty: 5330.529785
	Iteration 19Q: 3 clusters Score -8422846 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35963 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -8422957.000000 Penalty: 5330.529785
	Iteration 20F: 3 clusters Score -8422957 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -8423044.000000 Penalty: 5330.529785
	Iteration 21Q: 3 clusters Score -8423044 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -8423113.000000 Penalty: 5330.529785
	Iteration 22Q: 3 clusters Score -8423113 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -8423163.000000 Penalty: 5330.529785
	Iteration 23Q: 3 clusters Score -8423163 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36618 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -8423188.000000 Penalty: 5330.529785
	Iteration 24Q: 3 clusters Score -8423188 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36749 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -8423208.000000 Penalty: 5330.529785
	Iteration 25Q: 3 clusters Score -8423208 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -8423256.000000 Penalty: 5330.529785
	Iteration 26Q: 3 clusters Score -8423256 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -8423304.000000 Penalty: 5330.529785
	Iteration 27Q: 3 clusters Score -8423304 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -8423337.000000 Penalty: 5330.529785
	Iteration 28Q: 3 clusters Score -8423337 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -8423373.000000 Penalty: 5330.529785
	Iteration 29Q: 3 clusters Score -8423373 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -8423398.000000 Penalty: 5330.529785
	Iteration 30Q: 3 clusters Score -8423398 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -8423426.000000 Penalty: 5330.529785
	Iteration 31Q: 3 clusters Score -8423426 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -8423444.000000 Penalty: 5330.529785
	Iteration 32Q: 3 clusters Score -8423444 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -8423472.000000 Penalty: 5330.529785
	Iteration 33Q: 3 clusters Score -8423472 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -8423490.000000 Penalty: 5330.529785
	Iteration 34Q: 3 clusters Score -8423490 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37734 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -8423522.000000 Penalty: 5330.529785
	Iteration 35Q: 3 clusters Score -8423522 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37820 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -8423553.000000 Penalty: 5330.529785
	Iteration 36Q: 3 clusters Score -8423553 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -8423547.000000 Penalty: 5330.529785
	Iteration 37Q: 3 clusters Score -8423547 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37966 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -8423560.000000 Penalty: 5330.529785
	Iteration 38Q: 3 clusters Score -8423560 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -8423557.000000 Penalty: 5330.529785
	Iteration 39Q: 3 clusters Score -8423557 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -8423573.000000 Penalty: 5330.529785
	Iteration 40F: 3 clusters Score -8423573 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38158 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -8423590.000000 Penalty: 5330.529785
	Iteration 41Q: 3 clusters Score -8423590 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -8423592.000000 Penalty: 5330.529785
	Iteration 42Q: 3 clusters Score -8423592 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -8423591.000000 Penalty: 5330.529785
	Iteration 43Q: 3 clusters Score -8423591 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -8423589.000000 Penalty: 5330.529785
	Iteration 44Q: 3 clusters Score -8423589 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38306 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -8423608.000000 Penalty: 5330.529785
	Iteration 45Q: 3 clusters Score -8423608 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38332 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -8423616.000000 Penalty: 5330.529785
	Iteration 46Q: 3 clusters Score -8423616 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -8423613.000000 Penalty: 5330.529785
	Iteration 47Q: 3 clusters Score -8423613 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -8423617.000000 Penalty: 5330.529785
	Iteration 48Q: 3 clusters Score -8423617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -8423621.000000 Penalty: 5330.529785
	Iteration 49Q: 3 clusters Score -8423621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -8423621.000000 Penalty: 5330.529785
	Iteration 50Q: 3 clusters Score -8423621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -8423622.000000 Penalty: 5330.529785
	Iteration 51Q: 3 clusters Score -8423622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38421 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -8423620.000000 Penalty: 5330.529785
	Iteration 52Q: 3 clusters Score -8423620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -8423631.000000 Penalty: 5330.529785
	Iteration 53Q: 3 clusters Score -8423631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38431 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -8423630.000000 Penalty: 5330.529785
	Iteration 54Q: 3 clusters Score -8423630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38437 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -8423634.000000 Penalty: 5330.529785
	Iteration 55Q: 3 clusters Score -8423634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -8423626.000000 Penalty: 5330.529785
	Iteration 56Q: 3 clusters Score -8423626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38452 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -8423637.000000 Penalty: 5330.529785
	Iteration 57Q: 3 clusters Score -8423637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -8423629.000000 Penalty: 5330.529785
	Iteration 58Q: 3 clusters Score -8423629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -8423623.000000 Penalty: 5330.529785
	Iteration 59Q: 3 clusters Score -8423623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -8423621.000000 Penalty: 5330.529785
	Iteration 60F: 3 clusters Score -8423621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -8423629.000000 Penalty: 5330.529785
	Iteration 61Q: 3 clusters Score -8423629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -8423635.000000 Penalty: 5330.529785
	Iteration 62Q: 3 clusters Score -8423635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -8423634.000000 Penalty: 5330.529785
	Iteration 63Q: 3 clusters Score -8423634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -8423632.000000 Penalty: 5330.529785
	Iteration 64Q: 3 clusters Score -8423632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38491 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -8423632.000000 Penalty: 5330.529785
	Iteration 65Q: 3 clusters Score -8423632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -8423637.000000 Penalty: 5330.529785
	Iteration 66Q: 3 clusters Score -8423637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -8423640.000000 Penalty: 5330.529785
	Iteration 67Q: 3 clusters Score -8423640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -8423640.000000 Penalty: 5330.529785
	Iteration 68F: 3 clusters Score -8423640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (49558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49558 members 
Entering Unmasked Estep 
Score: -9124362.000000 Penalty: 2681.102783
	Iteration 0F: 2 clusters Score -9124362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -9093837.000000 Penalty: 5362.205566
	Iteration 0F: 3 clusters Score -9093837 nChanged 22823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -9106507.000000 Penalty: 5362.205566
	Iteration 1F: 3 clusters Score -9106507 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -9107263.000000 Penalty: 5362.205566
	Iteration 2Q: 3 clusters Score -9107263 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -9108066.000000 Penalty: 5362.205566
	Iteration 3Q: 3 clusters Score -9108066 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -9109008.000000 Penalty: 5362.205566
	Iteration 4Q: 3 clusters Score -9109008 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 30996 members 
Entering Unmasked Estep 
Score: -9110205.000000 Penalty: 5362.205566
	Iteration 5F: 3 clusters Score -9110205 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -9111712.000000 Penalty: 5362.205566
	Iteration 6F: 3 clusters Score -9111712 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 36057 members 
Entering Unmasked Estep 
Score: -9113683.000000 Penalty: 5362.205566
	Iteration 7F: 3 clusters Score -9113683 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 39091 members 
Entering Unmasked Estep 
Score: -9115990.000000 Penalty: 5362.205566
	Iteration 8F: 3 clusters Score -9115990 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 42102 members 
Entering Unmasked Estep 
Score: -9118271.000000 Penalty: 5362.205566
	Iteration 9F: 3 clusters Score -9118271 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 44802 members 
Entering Unmasked Estep 
Score: -9120080.000000 Penalty: 5362.205566
	Iteration 10F: 3 clusters Score -9120080 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 46861 members 
Entering Unmasked Estep 
Score: -9121133.000000 Penalty: 5362.205566
	Iteration 11Q: 3 clusters Score -9121133 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 48172 members 
Entering Unmasked Estep 
Score: -9121656.000000 Penalty: 5362.205566
	Iteration 12Q: 3 clusters Score -9121656 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 48786 members 
Entering Unmasked Estep 
Score: -9121875.000000 Penalty: 5362.205566
	Iteration 13Q: 3 clusters Score -9121875 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 49035 members 
Entering Unmasked Estep 
Score: -9122004.000000 Penalty: 5362.205566
	Iteration 14Q: 3 clusters Score -9122004 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -9122068.000000 Penalty: 5362.205566
	Iteration 15Q: 3 clusters Score -9122068 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 49222 members 
Entering Unmasked Estep 
Score: -9122102.000000 Penalty: 5362.205566
	Iteration 16Q: 3 clusters Score -9122102 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 49253 members 
Entering Unmasked Estep 
Score: -9122119.000000 Penalty: 5362.205566
	Iteration 17Q: 3 clusters Score -9122119 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 49270 members 
Entering Unmasked Estep 
Score: -9122142.000000 Penalty: 5362.205566
	Iteration 18Q: 3 clusters Score -9122142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 49273 members 
Entering Unmasked Estep 
Score: -9122143.000000 Penalty: 5362.205566
	Iteration 19Q: 3 clusters Score -9122143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 49277 members 
Entering Unmasked Estep 
Score: -9122142.000000 Penalty: 5362.205566
	Iteration 20F: 3 clusters Score -9122142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 49278 members 
Entering Unmasked Estep 
Score: -9122152.000000 Penalty: 5362.205566
	Iteration 21Q: 3 clusters Score -9122152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 49278 members 
Entering Unmasked Estep 
Score: -9122145.000000 Penalty: 5362.205566
	Iteration 22Q: 3 clusters Score -9122145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 49279 members 
Entering Unmasked Estep 
Score: -9122149.000000 Penalty: 5362.205566
	Iteration 23Q: 3 clusters Score -9122149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 49280 members 
Entering Unmasked Estep 
Score: -9122143.000000 Penalty: 5362.205566
	Iteration 24Q: 3 clusters Score -9122143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 49282 members 
Entering Unmasked Estep 
Score: -9122150.000000 Penalty: 5362.205566
	Iteration 25Q: 3 clusters Score -9122150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 49283 members 
Entering Unmasked Estep 
Score: -9122157.000000 Penalty: 5362.205566
	Iteration 26Q: 3 clusters Score -9122157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 49283 members 
Entering Unmasked Estep 
Score: -9122157.000000 Penalty: 5362.205566
	Iteration 27F: 3 clusters Score -9122157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Entering Unmasked Estep 
Score: -8945263.000000 Penalty: 2675.331543
	Iteration 0F: 2 clusters Score -8945263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -8916392.000000 Penalty: 5350.663086
	Iteration 0F: 3 clusters Score -8916392 nChanged 22372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -8928560.000000 Penalty: 5350.663086
	Iteration 1F: 3 clusters Score -8928560 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -8929107.000000 Penalty: 5350.663086
	Iteration 2Q: 3 clusters Score -8929107 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -8929672.000000 Penalty: 5350.663086
	Iteration 3Q: 3 clusters Score -8929672 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -8930300.000000 Penalty: 5350.663086
	Iteration 4Q: 3 clusters Score -8930300 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -8931044.000000 Penalty: 5350.663086
	Iteration 5Q: 3 clusters Score -8931044 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -8931941.000000 Penalty: 5350.663086
	Iteration 6Q: 3 clusters Score -8931941 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -8933045.000000 Penalty: 5350.663086
	Iteration 7Q: 3 clusters Score -8933045 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -8934553.000000 Penalty: 5350.663086
	Iteration 8F: 3 clusters Score -8934553 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -8936596.000000 Penalty: 5350.663086
	Iteration 9F: 3 clusters Score -8936596 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -8938571.000000 Penalty: 5350.663086
	Iteration 10F: 3 clusters Score -8938571 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38881 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -8940206.000000 Penalty: 5350.663086
	Iteration 11Q: 3 clusters Score -8940206 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -8941374.000000 Penalty: 5350.663086
	Iteration 12Q: 3 clusters Score -8941374 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41775 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -8942216.000000 Penalty: 5350.663086
	Iteration 13Q: 3 clusters Score -8942216 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -8942701.000000 Penalty: 5350.663086
	Iteration 14Q: 3 clusters Score -8942701 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43845 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -8943003.000000 Penalty: 5350.663086
	Iteration 15Q: 3 clusters Score -8943003 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44743 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -8943059.000000 Penalty: 5350.663086
	Iteration 16Q: 3 clusters Score -8943059 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -8943092.000000 Penalty: 5350.663086
	Iteration 17Q: 3 clusters Score -8943092 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46071 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -8943112.000000 Penalty: 5350.663086
	Iteration 18Q: 3 clusters Score -8943112 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -8943080.000000 Penalty: 5350.663086
	Iteration 19Q: 3 clusters Score -8943080 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -8943137.000000 Penalty: 5350.663086
	Iteration 20F: 3 clusters Score -8943137 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47166 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -8943117.000000 Penalty: 5350.663086
	Iteration 21Q: 3 clusters Score -8943117 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -8943124.000000 Penalty: 5350.663086
	Iteration 22Q: 3 clusters Score -8943124 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47496 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -8943139.000000 Penalty: 5350.663086
	Iteration 23Q: 3 clusters Score -8943139 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47602 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8943148.000000 Penalty: 5350.663086
	Iteration 24Q: 3 clusters Score -8943148 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47662 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -8943140.000000 Penalty: 5350.663086
	Iteration 25Q: 3 clusters Score -8943140 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47714 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -8943163.000000 Penalty: 5350.663086
	Iteration 26Q: 3 clusters Score -8943163 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47750 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8943183.000000 Penalty: 5350.663086
	Iteration 27Q: 3 clusters Score -8943183 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47782 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -8943192.000000 Penalty: 5350.663086
	Iteration 28Q: 3 clusters Score -8943192 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47816 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -8943213.000000 Penalty: 5350.663086
	Iteration 29Q: 3 clusters Score -8943213 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47838 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8943215.000000 Penalty: 5350.663086
	Iteration 30Q: 3 clusters Score -8943215 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47856 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8943202.000000 Penalty: 5350.663086
	Iteration 31Q: 3 clusters Score -8943202 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47872 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8943211.000000 Penalty: 5350.663086
	Iteration 32Q: 3 clusters Score -8943211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47881 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -8943213.000000 Penalty: 5350.663086
	Iteration 33Q: 3 clusters Score -8943213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47888 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -8943210.000000 Penalty: 5350.663086
	Iteration 34Q: 3 clusters Score -8943210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47899 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8943210.000000 Penalty: 5350.663086
	Iteration 35Q: 3 clusters Score -8943210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47908 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -8943206.000000 Penalty: 5350.663086
	Iteration 36Q: 3 clusters Score -8943206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47913 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -8943201.000000 Penalty: 5350.663086
	Iteration 37Q: 3 clusters Score -8943201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47916 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8943201.000000 Penalty: 5350.663086
	Iteration 38Q: 3 clusters Score -8943201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47921 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8943207.000000 Penalty: 5350.663086
	Iteration 39Q: 3 clusters Score -8943207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47927 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8943207.000000 Penalty: 5350.663086
	Iteration 40F: 3 clusters Score -8943207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47933 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8943216.000000 Penalty: 5350.663086
	Iteration 41Q: 3 clusters Score -8943216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8943220.000000 Penalty: 5350.663086
	Iteration 42Q: 3 clusters Score -8943220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47948 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8943217.000000 Penalty: 5350.663086
	Iteration 43Q: 3 clusters Score -8943217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47951 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8943221.000000 Penalty: 5350.663086
	Iteration 44Q: 3 clusters Score -8943221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47955 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -8943224.000000 Penalty: 5350.663086
	Iteration 45Q: 3 clusters Score -8943224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47955 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -8943222.000000 Penalty: 5350.663086
	Iteration 46Q: 3 clusters Score -8943222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47954 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8943223.000000 Penalty: 5350.663086
	Iteration 47Q: 3 clusters Score -8943223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47954 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8943223.000000 Penalty: 5350.663086
	Iteration 48F: 3 clusters Score -8943223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (44925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44925 members 
Entering Unmasked Estep 
Score: -8162068.000000 Penalty: 2656.761963
	Iteration 0F: 2 clusters Score -8162068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -8132005.500000 Penalty: 5313.523926
	Iteration 0F: 3 clusters Score -8132006 nChanged 20742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -8143352.500000 Penalty: 5313.523926
	Iteration 1F: 3 clusters Score -8143352 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -8143818.500000 Penalty: 5313.523926
	Iteration 2Q: 3 clusters Score -8143818 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -8144417.500000 Penalty: 5313.523926
	Iteration 3Q: 3 clusters Score -8144418 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -8145049.500000 Penalty: 5313.523926
	Iteration 4Q: 3 clusters Score -8145050 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -8146077.500000 Penalty: 5313.523926
	Iteration 5Q: 3 clusters Score -8146078 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -8147564.500000 Penalty: 5313.523926
	Iteration 6F: 3 clusters Score -8147564 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -8149652.000000 Penalty: 5313.523926
	Iteration 7F: 3 clusters Score -8149652 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -8152298.000000 Penalty: 5313.523926
	Iteration 8F: 3 clusters Score -8152298 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39057 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -8155281.000000 Penalty: 5313.523926
	Iteration 9F: 3 clusters Score -8155281 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41564 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -8157608.000000 Penalty: 5313.523926
	Iteration 10F: 3 clusters Score -8157608 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -8159041.000000 Penalty: 5313.523926
	Iteration 11Q: 3 clusters Score -8159041 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -8159661.000000 Penalty: 5313.523926
	Iteration 12Q: 3 clusters Score -8159661 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44153 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8159985.500000 Penalty: 5313.523926
	Iteration 13Q: 3 clusters Score -8159986 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -8160148.500000 Penalty: 5313.523926
	Iteration 14Q: 3 clusters Score -8160148 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -8160221.500000 Penalty: 5313.523926
	Iteration 15Q: 3 clusters Score -8160222 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44369 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8160259.500000 Penalty: 5313.523926
	Iteration 16Q: 3 clusters Score -8160260 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -8160302.000000 Penalty: 5313.523926
	Iteration 17Q: 3 clusters Score -8160302 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44409 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -8160326.500000 Penalty: 5313.523926
	Iteration 18Q: 3 clusters Score -8160326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8160334.000000 Penalty: 5313.523926
	Iteration 19Q: 3 clusters Score -8160334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8160353.500000 Penalty: 5313.523926
	Iteration 20F: 3 clusters Score -8160354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44439 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8160358.500000 Penalty: 5313.523926
	Iteration 21Q: 3 clusters Score -8160358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8160375.000000 Penalty: 5313.523926
	Iteration 22Q: 3 clusters Score -8160375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44453 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8160382.500000 Penalty: 5313.523926
	Iteration 23Q: 3 clusters Score -8160382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44453 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8160387.000000 Penalty: 5313.523926
	Iteration 24Q: 3 clusters Score -8160387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44452 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8160386.000000 Penalty: 5313.523926
	Iteration 25Q: 3 clusters Score -8160386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8160392.000000 Penalty: 5313.523926
	Iteration 26Q: 3 clusters Score -8160392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8160392.000000 Penalty: 5313.523926
	Iteration 27F: 3 clusters Score -8160392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Entering Unmasked Estep 
Score: -4537907.500000 Penalty: 2516.684814
	Iteration 0F: 2 clusters Score -4537908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -4520110.500000 Penalty: 5033.369629
	Iteration 0F: 3 clusters Score -4520110 nChanged 11508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -4526423.500000 Penalty: 5033.369629
	Iteration 1F: 3 clusters Score -4526424 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -4526903.500000 Penalty: 5033.369629
	Iteration 2F: 3 clusters Score -4526904 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -4527303.500000 Penalty: 5033.369629
	Iteration 3Q: 3 clusters Score -4527304 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -4527745.000000 Penalty: 5033.369629
	Iteration 4Q: 3 clusters Score -4527745 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -4528237.000000 Penalty: 5033.369629
	Iteration 5Q: 3 clusters Score -4528237 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -4528844.000000 Penalty: 5033.369629
	Iteration 6Q: 3 clusters Score -4528844 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -4529702.500000 Penalty: 5033.369629
	Iteration 7F: 3 clusters Score -4529702 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -4530838.000000 Penalty: 5033.369629
	Iteration 8F: 3 clusters Score -4530838 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -4532201.000000 Penalty: 5033.369629
	Iteration 9F: 3 clusters Score -4532201 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -4533446.000000 Penalty: 5033.369629
	Iteration 10F: 3 clusters Score -4533446 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -4534449.500000 Penalty: 5033.369629
	Iteration 11Q: 3 clusters Score -4534450 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -4535014.500000 Penalty: 5033.369629
	Iteration 12Q: 3 clusters Score -4535014 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -4535299.000000 Penalty: 5033.369629
	Iteration 13Q: 3 clusters Score -4535299 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -4535471.000000 Penalty: 5033.369629
	Iteration 14Q: 3 clusters Score -4535471 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -4535556.000000 Penalty: 5033.369629
	Iteration 15Q: 3 clusters Score -4535556 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -4535608.500000 Penalty: 5033.369629
	Iteration 16Q: 3 clusters Score -4535608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -4535635.000000 Penalty: 5033.369629
	Iteration 17Q: 3 clusters Score -4535635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -4535646.000000 Penalty: 5033.369629
	Iteration 18Q: 3 clusters Score -4535646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -4535664.500000 Penalty: 5033.369629
	Iteration 19Q: 3 clusters Score -4535664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -4535679.500000 Penalty: 5033.369629
	Iteration 20F: 3 clusters Score -4535680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -4535688.500000 Penalty: 5033.369629
	Iteration 21Q: 3 clusters Score -4535688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -4535691.000000 Penalty: 5033.369629
	Iteration 22Q: 3 clusters Score -4535691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -4535693.500000 Penalty: 5033.369629
	Iteration 23Q: 3 clusters Score -4535694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 25214 members 
Entering Unmasked Estep 
Score: -4535699.500000 Penalty: 5033.369629
	Iteration 24Q: 3 clusters Score -4535700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -4535709.000000 Penalty: 5033.369629
	Iteration 25Q: 3 clusters Score -4535709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -4535712.500000 Penalty: 5033.369629
	Iteration 26Q: 3 clusters Score -4535712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -4535711.500000 Penalty: 5033.369629
	Iteration 27Q: 3 clusters Score -4535712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -4535711.500000 Penalty: 5033.369629
	Iteration 28F: 3 clusters Score -4535712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (44097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Entering Unmasked Estep 
Score: -8061285.000000 Penalty: 2652.148438
	Iteration 0F: 2 clusters Score -8061285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -8032510.500000 Penalty: 5304.296875
	Iteration 0F: 3 clusters Score -8032510 nChanged 20213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -8043808.500000 Penalty: 5304.296875
	Iteration 1F: 3 clusters Score -8043808 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -8044743.500000 Penalty: 5304.296875
	Iteration 2Q: 3 clusters Score -8044744 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -8045984.000000 Penalty: 5304.296875
	Iteration 3F: 3 clusters Score -8045984 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -8047507.000000 Penalty: 5304.296875
	Iteration 4F: 3 clusters Score -8047507 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -8049476.500000 Penalty: 5304.296875
	Iteration 5F: 3 clusters Score -8049476 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -8051892.500000 Penalty: 5304.296875
	Iteration 6F: 3 clusters Score -8051892 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29578 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -8054589.000000 Penalty: 5304.296875
	Iteration 7F: 3 clusters Score -8054589 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -8057122.000000 Penalty: 5304.296875
	Iteration 8F: 3 clusters Score -8057122 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -8058619.000000 Penalty: 5304.296875
	Iteration 9Q: 3 clusters Score -8058619 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -8059283.000000 Penalty: 5304.296875
	Iteration 10Q: 3 clusters Score -8059283 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -8059652.000000 Penalty: 5304.296875
	Iteration 11Q: 3 clusters Score -8059652 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34624 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -8059882.500000 Penalty: 5304.296875
	Iteration 12Q: 3 clusters Score -8059882 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -8060004.000000 Penalty: 5304.296875
	Iteration 13Q: 3 clusters Score -8060004 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35425 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -8060139.000000 Penalty: 5304.296875
	Iteration 14Q: 3 clusters Score -8060139 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -8060240.000000 Penalty: 5304.296875
	Iteration 15Q: 3 clusters Score -8060240 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -8060329.000000 Penalty: 5304.296875
	Iteration 16Q: 3 clusters Score -8060329 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -8060431.000000 Penalty: 5304.296875
	Iteration 17Q: 3 clusters Score -8060431 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -8060502.500000 Penalty: 5304.296875
	Iteration 18Q: 3 clusters Score -8060502 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37015 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -8060566.000000 Penalty: 5304.296875
	Iteration 19Q: 3 clusters Score -8060566 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37315 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -8060617.500000 Penalty: 5304.296875
	Iteration 20F: 3 clusters Score -8060618 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37584 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -8060689.000000 Penalty: 5304.296875
	Iteration 21Q: 3 clusters Score -8060689 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37840 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -8060718.000000 Penalty: 5304.296875
	Iteration 22Q: 3 clusters Score -8060718 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -8060751.000000 Penalty: 5304.296875
	Iteration 23Q: 3 clusters Score -8060751 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -8060792.500000 Penalty: 5304.296875
	Iteration 24Q: 3 clusters Score -8060792 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -8060803.500000 Penalty: 5304.296875
	Iteration 25Q: 3 clusters Score -8060804 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38745 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -8060822.000000 Penalty: 5304.296875
	Iteration 26Q: 3 clusters Score -8060822 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38989 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -8060846.000000 Penalty: 5304.296875
	Iteration 27Q: 3 clusters Score -8060846 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -8060909.000000 Penalty: 5304.296875
	Iteration 28Q: 3 clusters Score -8060909 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -8060944.000000 Penalty: 5304.296875
	Iteration 29Q: 3 clusters Score -8060944 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39666 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -8060955.000000 Penalty: 5304.296875
	Iteration 30Q: 3 clusters Score -8060955 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -8061015.000000 Penalty: 5304.296875
	Iteration 31Q: 3 clusters Score -8061015 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -8061029.500000 Penalty: 5304.296875
	Iteration 32Q: 3 clusters Score -8061030 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -8061063.000000 Penalty: 5304.296875
	Iteration 33Q: 3 clusters Score -8061063 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -8061064.000000 Penalty: 5304.296875
	Iteration 34Q: 3 clusters Score -8061064 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -8061053.000000 Penalty: 5304.296875
	Iteration 35Q: 3 clusters Score -8061053 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -8061054.000000 Penalty: 5304.296875
	Iteration 36Q: 3 clusters Score -8061054 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40685 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -8061061.000000 Penalty: 5304.296875
	Iteration 37Q: 3 clusters Score -8061061 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -8061054.000000 Penalty: 5304.296875
	Iteration 38Q: 3 clusters Score -8061054 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -8061047.500000 Penalty: 5304.296875
	Iteration 39Q: 3 clusters Score -8061048 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -8061053.500000 Penalty: 5304.296875
	Iteration 40F: 3 clusters Score -8061054 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -8061085.500000 Penalty: 5304.296875
	Iteration 41Q: 3 clusters Score -8061086 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -8061090.000000 Penalty: 5304.296875
	Iteration 42Q: 3 clusters Score -8061090 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -8061075.500000 Penalty: 5304.296875
	Iteration 43Q: 3 clusters Score -8061076 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -8061081.000000 Penalty: 5304.296875
	Iteration 44Q: 3 clusters Score -8061081 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -8061072.500000 Penalty: 5304.296875
	Iteration 45Q: 3 clusters Score -8061072 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -8061088.500000 Penalty: 5304.296875
	Iteration 46Q: 3 clusters Score -8061088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -8061085.500000 Penalty: 5304.296875
	Iteration 47Q: 3 clusters Score -8061086 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41286 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -8061074.000000 Penalty: 5304.296875
	Iteration 48Q: 3 clusters Score -8061074 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41312 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -8061063.500000 Penalty: 5304.296875
	Iteration 49Q: 3 clusters Score -8061064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -8061061.500000 Penalty: 5304.296875
	Iteration 50Q: 3 clusters Score -8061062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41358 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -8061062.500000 Penalty: 5304.296875
	Iteration 51Q: 3 clusters Score -8061062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -8061077.500000 Penalty: 5304.296875
	Iteration 52Q: 3 clusters Score -8061078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -8061080.500000 Penalty: 5304.296875
	Iteration 53Q: 3 clusters Score -8061080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41409 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -8061080.000000 Penalty: 5304.296875
	Iteration 54Q: 3 clusters Score -8061080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -8061077.000000 Penalty: 5304.296875
	Iteration 55Q: 3 clusters Score -8061077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41430 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -8061079.000000 Penalty: 5304.296875
	Iteration 56Q: 3 clusters Score -8061079 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -8061077.000000 Penalty: 5304.296875
	Iteration 57Q: 3 clusters Score -8061077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41444 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -8061078.500000 Penalty: 5304.296875
	Iteration 58Q: 3 clusters Score -8061078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -8061080.000000 Penalty: 5304.296875
	Iteration 59Q: 3 clusters Score -8061080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41452 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -8061079.500000 Penalty: 5304.296875
	Iteration 60F: 3 clusters Score -8061080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -8061082.000000 Penalty: 5304.296875
	Iteration 61Q: 3 clusters Score -8061082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -8061083.000000 Penalty: 5304.296875
	Iteration 62Q: 3 clusters Score -8061083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -8061082.000000 Penalty: 5304.296875
	Iteration 63Q: 3 clusters Score -8061082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -8061079.500000 Penalty: 5304.296875
	Iteration 64Q: 3 clusters Score -8061080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -8061079.500000 Penalty: 5304.296875
	Iteration 65Q: 3 clusters Score -8061080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41477 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -8061083.000000 Penalty: 5304.296875
	Iteration 66Q: 3 clusters Score -8061083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41477 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -8061083.000000 Penalty: 5304.296875
	Iteration 67F: 3 clusters Score -8061083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (47168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Entering Unmasked Estep 
Score: -8627339.000000 Penalty: 2668.844727
	Iteration 0F: 2 clusters Score -8627339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -8597152.000000 Penalty: 5337.689453
	Iteration 0F: 3 clusters Score -8597152 nChanged 21773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -8609085.000000 Penalty: 5337.689453
	Iteration 1F: 3 clusters Score -8609085 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -8609645.000000 Penalty: 5337.689453
	Iteration 2Q: 3 clusters Score -8609645 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -8610165.000000 Penalty: 5337.689453
	Iteration 3Q: 3 clusters Score -8610165 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -8610780.000000 Penalty: 5337.689453
	Iteration 4Q: 3 clusters Score -8610780 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -8611600.000000 Penalty: 5337.689453
	Iteration 5Q: 3 clusters Score -8611600 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -8612688.000000 Penalty: 5337.689453
	Iteration 6Q: 3 clusters Score -8612688 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 32707 members 
Entering Unmasked Estep 
Score: -8614326.000000 Penalty: 5337.689453
	Iteration 7F: 3 clusters Score -8614326 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 35713 members 
Entering Unmasked Estep 
Score: -8616581.000000 Penalty: 5337.689453
	Iteration 8F: 3 clusters Score -8616581 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 38947 members 
Entering Unmasked Estep 
Score: -8619302.000000 Penalty: 5337.689453
	Iteration 9F: 3 clusters Score -8619302 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 41905 members 
Entering Unmasked Estep 
Score: -8621821.000000 Penalty: 5337.689453
	Iteration 10F: 3 clusters Score -8621821 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 44172 members 
Entering Unmasked Estep 
Score: -8623560.000000 Penalty: 5337.689453
	Iteration 11Q: 3 clusters Score -8623560 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -8624330.000000 Penalty: 5337.689453
	Iteration 12Q: 3 clusters Score -8624330 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 46269 members 
Entering Unmasked Estep 
Score: -8624755.000000 Penalty: 5337.689453
	Iteration 13Q: 3 clusters Score -8624755 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 46593 members 
Entering Unmasked Estep 
Score: -8624898.000000 Penalty: 5337.689453
	Iteration 14Q: 3 clusters Score -8624898 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 46744 members 
Entering Unmasked Estep 
Score: -8625009.000000 Penalty: 5337.689453
	Iteration 15Q: 3 clusters Score -8625009 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 46804 members 
Entering Unmasked Estep 
Score: -8625039.000000 Penalty: 5337.689453
	Iteration 16Q: 3 clusters Score -8625039 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 46831 members 
Entering Unmasked Estep 
Score: -8625077.000000 Penalty: 5337.689453
	Iteration 17Q: 3 clusters Score -8625077 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -8625092.000000 Penalty: 5337.689453
	Iteration 18Q: 3 clusters Score -8625092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 46859 members 
Entering Unmasked Estep 
Score: -8625111.000000 Penalty: 5337.689453
	Iteration 19Q: 3 clusters Score -8625111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 46866 members 
Entering Unmasked Estep 
Score: -8625105.000000 Penalty: 5337.689453
	Iteration 20F: 3 clusters Score -8625105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 46868 members 
Entering Unmasked Estep 
Score: -8625114.000000 Penalty: 5337.689453
	Iteration 21Q: 3 clusters Score -8625114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 46871 members 
Entering Unmasked Estep 
Score: -8625111.000000 Penalty: 5337.689453
	Iteration 22Q: 3 clusters Score -8625111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 46872 members 
Entering Unmasked Estep 
Score: -8625110.000000 Penalty: 5337.689453
	Iteration 23Q: 3 clusters Score -8625110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 46871 members 
Entering Unmasked Estep 
Score: -8625115.000000 Penalty: 5337.689453
	Iteration 24Q: 3 clusters Score -8625115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 46873 members 
Entering Unmasked Estep 
Score: -8625120.000000 Penalty: 5337.689453
	Iteration 25Q: 3 clusters Score -8625120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -8625122.000000 Penalty: 5337.689453
	Iteration 26Q: 3 clusters Score -8625122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 46883 members 
Entering Unmasked Estep 
Score: -8625119.000000 Penalty: 5337.689453
	Iteration 27Q: 3 clusters Score -8625119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -8625122.000000 Penalty: 5337.689453
	Iteration 28Q: 3 clusters Score -8625122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
Score: -8625121.000000 Penalty: 5337.689453
	Iteration 29Q: 3 clusters Score -8625121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
Score: -8625121.000000 Penalty: 5337.689453
	Iteration 30F: 3 clusters Score -8625121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -100762.539062 Penalty: 1652.456909
	Iteration 0F: 2 clusters Score -100762.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -99044.890625 Penalty: 3304.913818
	Iteration 0F: 3 clusters Score -99044.89 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -99595.898438 Penalty: 3304.913818
	Iteration 1F: 3 clusters Score -99595.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -99813.007812 Penalty: 3304.913818
	Iteration 2F: 3 clusters Score -99813.01 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -99933.109375 Penalty: 3304.913818
	Iteration 3F: 3 clusters Score -99933.11 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -99999.984375 Penalty: 3304.913818
	Iteration 4Q: 3 clusters Score -99999.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -100050.726562 Penalty: 3304.913818
	Iteration 5Q: 3 clusters Score -100050.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -100093.367188 Penalty: 3304.913818
	Iteration 6Q: 3 clusters Score -100093.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -100124.976562 Penalty: 3304.913818
	Iteration 7Q: 3 clusters Score -100125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -100131.273438 Penalty: 3304.913818
	Iteration 8Q: 3 clusters Score -100131.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -100133.273438 Penalty: 3304.913818
	Iteration 9Q: 3 clusters Score -100133.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -100140.617188 Penalty: 3304.913818
	Iteration 10Q: 3 clusters Score -100140.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -100147.851562 Penalty: 3304.913818
	Iteration 11Q: 3 clusters Score -100147.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -100150.578125 Penalty: 3304.913818
	Iteration 12Q: 3 clusters Score -100150.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -100162.343750 Penalty: 3304.913818
	Iteration 13Q: 3 clusters Score -100162.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -100164.070312 Penalty: 3304.913818
	Iteration 14Q: 3 clusters Score -100164.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -100164.820312 Penalty: 3304.913818
	Iteration 15Q: 3 clusters Score -100164.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -100164.992188 Penalty: 3304.913818
	Iteration 16Q: 3 clusters Score -100165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -100164.992188 Penalty: 3304.913818
	Iteration 17F: 3 clusters Score -100165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Entering Unmasked Estep 
Score: -49939.371094 Penalty: 1528.502075
	Iteration 0F: 2 clusters Score -49939.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -48553.089844 Penalty: 3057.004150
	Iteration 0F: 3 clusters Score -48553.09 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -48906.406250 Penalty: 3057.004150
	Iteration 1F: 3 clusters Score -48906.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -49056.500000 Penalty: 3057.004150
	Iteration 2Q: 3 clusters Score -49056.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -49151.363281 Penalty: 3057.004150
	Iteration 3Q: 3 clusters Score -49151.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -49242.933594 Penalty: 3057.004150
	Iteration 4Q: 3 clusters Score -49242.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -49340.449219 Penalty: 3057.004150
	Iteration 5Q: 3 clusters Score -49340.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -49383.093750 Penalty: 3057.004150
	Iteration 6Q: 3 clusters Score -49383.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -49425.011719 Penalty: 3057.004150
	Iteration 7Q: 3 clusters Score -49425.01 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -49461.535156 Penalty: 3057.004150
	Iteration 8Q: 3 clusters Score -49461.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -49502.199219 Penalty: 3057.004150
	Iteration 9Q: 3 clusters Score -49502.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -49508.484375 Penalty: 3057.004150
	Iteration 10F: 3 clusters Score -49508.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -49519.394531 Penalty: 3057.004150
	Iteration 11Q: 3 clusters Score -49519.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -49536.210938 Penalty: 3057.004150
	Iteration 12Q: 3 clusters Score -49536.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -49538.339844 Penalty: 3057.004150
	Iteration 13Q: 3 clusters Score -49538.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -49540.609375 Penalty: 3057.004150
	Iteration 14Q: 3 clusters Score -49540.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -49540.609375 Penalty: 3057.004150
	Iteration 15F: 3 clusters Score -49540.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Entering Unmasked Estep 
Score: -284656.750000 Penalty: 1841.340942
	Iteration 0F: 2 clusters Score -284656.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -282443.687500 Penalty: 3682.681885
	Iteration 0F: 3 clusters Score -282443.7 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -283309.906250 Penalty: 3682.681885
	Iteration 1F: 3 clusters Score -283309.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -283692.812500 Penalty: 3682.681885
	Iteration 2F: 3 clusters Score -283692.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -284152.593750 Penalty: 3682.681885
	Iteration 3F: 3 clusters Score -284152.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -284550.281250 Penalty: 3682.681885
	Iteration 4F: 3 clusters Score -284550.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -284794.937500 Penalty: 3682.681885
	Iteration 5F: 3 clusters Score -284794.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -284928.750000 Penalty: 3682.681885
	Iteration 6Q: 3 clusters Score -284928.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -285013.656250 Penalty: 3682.681885
	Iteration 7Q: 3 clusters Score -285013.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -285068.875000 Penalty: 3682.681885
	Iteration 8Q: 3 clusters Score -285068.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -285093.562500 Penalty: 3682.681885
	Iteration 9Q: 3 clusters Score -285093.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -285120.500000 Penalty: 3682.681885
	Iteration 10Q: 3 clusters Score -285120.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -285142.406250 Penalty: 3682.681885
	Iteration 11Q: 3 clusters Score -285142.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -285170.406250 Penalty: 3682.681885
	Iteration 12Q: 3 clusters Score -285170.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -285187.937500 Penalty: 3682.681885
	Iteration 13Q: 3 clusters Score -285187.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -285196.875000 Penalty: 3682.681885
	Iteration 14Q: 3 clusters Score -285196.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -285227.281250 Penalty: 3682.681885
	Iteration 15Q: 3 clusters Score -285227.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -285249.125000 Penalty: 3682.681885
	Iteration 16Q: 3 clusters Score -285249.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -285299.093750 Penalty: 3682.681885
	Iteration 17Q: 3 clusters Score -285299.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -285348.093750 Penalty: 3682.681885
	Iteration 18Q: 3 clusters Score -285348.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -285391.406250 Penalty: 3682.681885
	Iteration 19Q: 3 clusters Score -285391.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -285546.156250 Penalty: 3682.681885
	Iteration 20F: 3 clusters Score -285546.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -285766.718750 Penalty: 3682.681885
	Iteration 21Q: 3 clusters Score -285766.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -285828.875000 Penalty: 3682.681885
	Iteration 22Q: 3 clusters Score -285828.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -285869.593750 Penalty: 3682.681885
	Iteration 23Q: 3 clusters Score -285869.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -285932.562500 Penalty: 3682.681885
	Iteration 24Q: 3 clusters Score -285932.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -285986.125000 Penalty: 3682.681885
	Iteration 25Q: 3 clusters Score -285986.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -286046.593750 Penalty: 3682.681885
	Iteration 26Q: 3 clusters Score -286046.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -286074.218750 Penalty: 3682.681885
	Iteration 27Q: 3 clusters Score -286074.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -286081.531250 Penalty: 3682.681885
	Iteration 28Q: 3 clusters Score -286081.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -286081.531250 Penalty: 3682.681885
	Iteration 29F: 3 clusters Score -286081.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 40849 members 
Mstep: Class 3 contains 29785 members 
Mstep: Class 4 contains 47408 members 
Mstep: Class 5 contains 44519 members 
Mstep: Class 6 contains 47041 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 49791 members 
Mstep: Class 11 contains 46492 members 
Mstep: Class 12 contains 49558 members 
Mstep: Class 13 contains 48418 members 
Mstep: Class 14 contains 44925 members 
Mstep: Class 15 contains 25538 members 
Mstep: Class 16 contains 44097 members 
Mstep: Class 17 contains 47168 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 728 members 
Mstep: Class 21 contains 39413 members 
Mstep: Class 22 contains 5237 members 
Mstep: Class 23 contains 949 members 
Entering Unmasked Estep 
Score: -111220776.000000 Penalty: 76057.484375
Splitting cluster 20 changes total score from -111220728.000000 to -111220776.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 21 (39413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Entering Unmasked Estep 
Score: -7233400.000000 Penalty: 2624.299072
	Iteration 0F: 2 clusters Score -7233400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -7206885.000000 Penalty: 5248.598145
	Iteration 0F: 3 clusters Score -7206885 nChanged 17990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -7217049.000000 Penalty: 5248.598145
	Iteration 1F: 3 clusters Score -7217049 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -7217770.500000 Penalty: 5248.598145
	Iteration 2Q: 3 clusters Score -7217770 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -7218563.000000 Penalty: 5248.598145
	Iteration 3Q: 3 clusters Score -7218563 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -7219703.000000 Penalty: 5248.598145
	Iteration 4F: 3 clusters Score -7219703 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -7221263.000000 Penalty: 5248.598145
	Iteration 5F: 3 clusters Score -7221263 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -7223214.500000 Penalty: 5248.598145
	Iteration 6F: 3 clusters Score -7223214 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -7225436.000000 Penalty: 5248.598145
	Iteration 7F: 3 clusters Score -7225436 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -7227571.500000 Penalty: 5248.598145
	Iteration 8F: 3 clusters Score -7227572 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -7228984.500000 Penalty: 5248.598145
	Iteration 9Q: 3 clusters Score -7228984 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -7229653.000000 Penalty: 5248.598145
	Iteration 10Q: 3 clusters Score -7229653 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -7230070.500000 Penalty: 5248.598145
	Iteration 11Q: 3 clusters Score -7230070 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -7230282.500000 Penalty: 5248.598145
	Iteration 12Q: 3 clusters Score -7230282 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -7230425.000000 Penalty: 5248.598145
	Iteration 13Q: 3 clusters Score -7230425 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -7230567.000000 Penalty: 5248.598145
	Iteration 14Q: 3 clusters Score -7230567 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -7230695.000000 Penalty: 5248.598145
	Iteration 15Q: 3 clusters Score -7230695 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34638 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -7230789.000000 Penalty: 5248.598145
	Iteration 16Q: 3 clusters Score -7230789 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -7230889.000000 Penalty: 5248.598145
	Iteration 17Q: 3 clusters Score -7230889 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -7230967.000000 Penalty: 5248.598145
	Iteration 18Q: 3 clusters Score -7230967 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -7231033.500000 Penalty: 5248.598145
	Iteration 19Q: 3 clusters Score -7231034 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -7231064.500000 Penalty: 5248.598145
	Iteration 20F: 3 clusters Score -7231064 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -7231140.500000 Penalty: 5248.598145
	Iteration 21Q: 3 clusters Score -7231140 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -7231159.000000 Penalty: 5248.598145
	Iteration 22Q: 3 clusters Score -7231159 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -7231196.500000 Penalty: 5248.598145
	Iteration 23Q: 3 clusters Score -7231196 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -7231223.500000 Penalty: 5248.598145
	Iteration 24Q: 3 clusters Score -7231224 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36448 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -7231236.500000 Penalty: 5248.598145
	Iteration 25Q: 3 clusters Score -7231236 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -7231260.000000 Penalty: 5248.598145
	Iteration 26Q: 3 clusters Score -7231260 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36652 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -7231280.000000 Penalty: 5248.598145
	Iteration 27Q: 3 clusters Score -7231280 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -7231286.000000 Penalty: 5248.598145
	Iteration 28Q: 3 clusters Score -7231286 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -7231300.000000 Penalty: 5248.598145
	Iteration 29Q: 3 clusters Score -7231300 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36897 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -7231315.000000 Penalty: 5248.598145
	Iteration 30Q: 3 clusters Score -7231315 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -7231350.500000 Penalty: 5248.598145
	Iteration 31Q: 3 clusters Score -7231350 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37027 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -7231363.500000 Penalty: 5248.598145
	Iteration 32Q: 3 clusters Score -7231364 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -7231368.000000 Penalty: 5248.598145
	Iteration 33Q: 3 clusters Score -7231368 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -7231383.500000 Penalty: 5248.598145
	Iteration 34Q: 3 clusters Score -7231384 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -7231403.500000 Penalty: 5248.598145
	Iteration 35Q: 3 clusters Score -7231404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -7231401.000000 Penalty: 5248.598145
	Iteration 36Q: 3 clusters Score -7231401 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -7231411.500000 Penalty: 5248.598145
	Iteration 37Q: 3 clusters Score -7231412 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -7231428.500000 Penalty: 5248.598145
	Iteration 38Q: 3 clusters Score -7231428 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -7231419.000000 Penalty: 5248.598145
	Iteration 39Q: 3 clusters Score -7231419 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -7231423.000000 Penalty: 5248.598145
	Iteration 40F: 3 clusters Score -7231423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37382 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -7231429.000000 Penalty: 5248.598145
	Iteration 41Q: 3 clusters Score -7231429 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -7231431.500000 Penalty: 5248.598145
	Iteration 42Q: 3 clusters Score -7231432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37413 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -7231425.000000 Penalty: 5248.598145
	Iteration 43Q: 3 clusters Score -7231425 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -7231428.000000 Penalty: 5248.598145
	Iteration 44Q: 3 clusters Score -7231428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -7231431.500000 Penalty: 5248.598145
	Iteration 45Q: 3 clusters Score -7231432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -7231443.000000 Penalty: 5248.598145
	Iteration 46Q: 3 clusters Score -7231443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37468 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -7231434.000000 Penalty: 5248.598145
	Iteration 47Q: 3 clusters Score -7231434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -7231456.500000 Penalty: 5248.598145
	Iteration 48Q: 3 clusters Score -7231456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -7231467.500000 Penalty: 5248.598145
	Iteration 49Q: 3 clusters Score -7231468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37516 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -7231456.000000 Penalty: 5248.598145
	Iteration 50Q: 3 clusters Score -7231456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -7231451.000000 Penalty: 5248.598145
	Iteration 51Q: 3 clusters Score -7231451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37547 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -7231443.000000 Penalty: 5248.598145
	Iteration 52Q: 3 clusters Score -7231443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37555 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -7231451.000000 Penalty: 5248.598145
	Iteration 53Q: 3 clusters Score -7231451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -7231458.000000 Penalty: 5248.598145
	Iteration 54Q: 3 clusters Score -7231458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37576 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -7231451.000000 Penalty: 5248.598145
	Iteration 55Q: 3 clusters Score -7231451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -7231460.000000 Penalty: 5248.598145
	Iteration 56Q: 3 clusters Score -7231460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -7231451.000000 Penalty: 5248.598145
	Iteration 57Q: 3 clusters Score -7231451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -7231455.500000 Penalty: 5248.598145
	Iteration 58Q: 3 clusters Score -7231456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -7231452.500000 Penalty: 5248.598145
	Iteration 59Q: 3 clusters Score -7231452 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -7231458.500000 Penalty: 5248.598145
	Iteration 60F: 3 clusters Score -7231458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -7231468.000000 Penalty: 5248.598145
	Iteration 61Q: 3 clusters Score -7231468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -7231464.500000 Penalty: 5248.598145
	Iteration 62Q: 3 clusters Score -7231464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -7231466.000000 Penalty: 5248.598145
	Iteration 63Q: 3 clusters Score -7231466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -7231472.000000 Penalty: 5248.598145
	Iteration 64Q: 3 clusters Score -7231472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -7231483.000000 Penalty: 5248.598145
	Iteration 65Q: 3 clusters Score -7231483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -7231466.500000 Penalty: 5248.598145
	Iteration 66Q: 3 clusters Score -7231466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37668 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -7231473.500000 Penalty: 5248.598145
	Iteration 67Q: 3 clusters Score -7231474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -7231471.500000 Penalty: 5248.598145
	Iteration 68Q: 3 clusters Score -7231472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37672 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -7231467.000000 Penalty: 5248.598145
	Iteration 69Q: 3 clusters Score -7231467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -7231462.500000 Penalty: 5248.598145
	Iteration 70Q: 3 clusters Score -7231462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37681 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -7231459.000000 Penalty: 5248.598145
	Iteration 71Q: 3 clusters Score -7231459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -7231462.500000 Penalty: 5248.598145
	Iteration 72Q: 3 clusters Score -7231462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37683 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -7231462.500000 Penalty: 5248.598145
	Iteration 73F: 3 clusters Score -7231462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Entering Unmasked Estep 
Score: -958529.750000 Penalty: 2123.749023
	Iteration 0F: 2 clusters Score -958529.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -953856.812500 Penalty: 4247.498047
	Iteration 0F: 3 clusters Score -953856.8 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -954900.687500 Penalty: 4247.498047
	Iteration 1F: 3 clusters Score -954900.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -955112.062500 Penalty: 4247.498047
	Iteration 2F: 3 clusters Score -955112.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -955234.437500 Penalty: 4247.498047
	Iteration 3F: 3 clusters Score -955234.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -955347.375000 Penalty: 4247.498047
	Iteration 4Q: 3 clusters Score -955347.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -955433.625000 Penalty: 4247.498047
	Iteration 5Q: 3 clusters Score -955433.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -955499.937500 Penalty: 4247.498047
	Iteration 6Q: 3 clusters Score -955499.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -955594.000000 Penalty: 4247.498047
	Iteration 7Q: 3 clusters Score -955594 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -955676.562500 Penalty: 4247.498047
	Iteration 8Q: 3 clusters Score -955676.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -955749.500000 Penalty: 4247.498047
	Iteration 9Q: 3 clusters Score -955749.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -955818.437500 Penalty: 4247.498047
	Iteration 10Q: 3 clusters Score -955818.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -955879.625000 Penalty: 4247.498047
	Iteration 11Q: 3 clusters Score -955879.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -955945.625000 Penalty: 4247.498047
	Iteration 12Q: 3 clusters Score -955945.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -956002.687500 Penalty: 4247.498047
	Iteration 13Q: 3 clusters Score -956002.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -956060.562500 Penalty: 4247.498047
	Iteration 14Q: 3 clusters Score -956060.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -956127.062500 Penalty: 4247.498047
	Iteration 15Q: 3 clusters Score -956127.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -956206.750000 Penalty: 4247.498047
	Iteration 16Q: 3 clusters Score -956206.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -956289.812500 Penalty: 4247.498047
	Iteration 17Q: 3 clusters Score -956289.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -956376.000000 Penalty: 4247.498047
	Iteration 18Q: 3 clusters Score -956376 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -956464.625000 Penalty: 4247.498047
	Iteration 19Q: 3 clusters Score -956464.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -956569.125000 Penalty: 4247.498047
	Iteration 20F: 3 clusters Score -956569.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -956670.000000 Penalty: 4247.498047
	Iteration 21Q: 3 clusters Score -956670 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -956762.312500 Penalty: 4247.498047
	Iteration 22Q: 3 clusters Score -956762.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -956836.750000 Penalty: 4247.498047
	Iteration 23Q: 3 clusters Score -956836.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -956886.312500 Penalty: 4247.498047
	Iteration 24Q: 3 clusters Score -956886.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -956909.562500 Penalty: 4247.498047
	Iteration 25Q: 3 clusters Score -956909.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -956925.312500 Penalty: 4247.498047
	Iteration 26Q: 3 clusters Score -956925.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -956930.812500 Penalty: 4247.498047
	Iteration 27Q: 3 clusters Score -956930.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -956933.750000 Penalty: 4247.498047
	Iteration 28Q: 3 clusters Score -956933.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -956942.000000 Penalty: 4247.498047
	Iteration 29Q: 3 clusters Score -956942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -956950.000000 Penalty: 4247.498047
	Iteration 30Q: 3 clusters Score -956950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -956954.000000 Penalty: 4247.498047
	Iteration 31Q: 3 clusters Score -956954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -956954.625000 Penalty: 4247.498047
	Iteration 32Q: 3 clusters Score -956954.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -956956.062500 Penalty: 4247.498047
	Iteration 33Q: 3 clusters Score -956956.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -956958.562500 Penalty: 4247.498047
	Iteration 34Q: 3 clusters Score -956958.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -956960.437500 Penalty: 4247.498047
	Iteration 35Q: 3 clusters Score -956960.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -956960.437500 Penalty: 4247.498047
	Iteration 36F: 3 clusters Score -956960.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 40849 members 
Mstep: Class 3 contains 29785 members 
Mstep: Class 4 contains 47408 members 
Mstep: Class 5 contains 44519 members 
Mstep: Class 6 contains 47041 members 
Mstep: Class 7 contains 585 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1256 members 
Mstep: Class 10 contains 49791 members 
Mstep: Class 11 contains 46492 members 
Mstep: Class 12 contains 49558 members 
Mstep: Class 13 contains 48418 members 
Mstep: Class 14 contains 44925 members 
Mstep: Class 15 contains 25538 members 
Mstep: Class 16 contains 44097 members 
Mstep: Class 17 contains 47168 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 728 members 
Mstep: Class 21 contains 39413 members 
Mstep: Class 22 contains 5237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111220976.000000 Penalty: 76057.484375
Iteration 239Q: 24 clusters Score -1.11221e+08 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 40626 members 
Mstep: Class 3 contains 29960 members 
Mstep: Class 4 contains 47376 members 
Mstep: Class 5 contains 44657 members 
Mstep: Class 6 contains 46939 members 
Mstep: Class 7 contains 584 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 49691 members 
Mstep: Class 11 contains 46464 members 
Mstep: Class 12 contains 49708 members 
Mstep: Class 13 contains 48586 members 
Mstep: Class 14 contains 44866 members 
Mstep: Class 15 contains 25538 members 
Mstep: Class 16 contains 44093 members 
Mstep: Class 17 contains 47153 members 
Mstep: Class 18 contains 782 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 749 members 
Mstep: Class 21 contains 39327 members 
Mstep: Class 22 contains 5243 members 
Mstep: Class 23 contains 943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111221320.000000 Penalty: 76057.484375
Iteration 240F: 24 clusters Score -1.112213e+08 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 40481 members 
Mstep: Class 3 contains 30102 members 
Mstep: Class 4 contains 47285 members 
Mstep: Class 5 contains 44739 members 
Mstep: Class 6 contains 46841 members 
Mstep: Class 7 contains 582 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 49642 members 
Mstep: Class 11 contains 46420 members 
Mstep: Class 12 contains 49935 members 
Mstep: Class 13 contains 48688 members 
Mstep: Class 14 contains 44695 members 
Mstep: Class 15 contains 25540 members 
Mstep: Class 16 contains 44087 members 
Mstep: Class 17 contains 47134 members 
Mstep: Class 18 contains 783 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 760 members 
Mstep: Class 21 contains 39233 members 
Mstep: Class 22 contains 5258 members 
Mstep: Class 23 contains 1081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111221504.000000 Penalty: 76057.484375
Iteration 241Q: 24 clusters Score -1.112215e+08 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 40338 members 
Mstep: Class 3 contains 30266 members 
Mstep: Class 4 contains 47139 members 
Mstep: Class 5 contains 44788 members 
Mstep: Class 6 contains 46769 members 
Mstep: Class 7 contains 581 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 49648 members 
Mstep: Class 11 contains 46384 members 
Mstep: Class 12 contains 50154 members 
Mstep: Class 13 contains 48744 members 
Mstep: Class 14 contains 44592 members 
Mstep: Class 15 contains 25552 members 
Mstep: Class 16 contains 44114 members 
Mstep: Class 17 contains 47126 members 
Mstep: Class 18 contains 784 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 767 members 
Mstep: Class 21 contains 39138 members 
Mstep: Class 22 contains 5272 members 
Mstep: Class 23 contains 1131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111221920.000000 Penalty: 76057.484375
Iteration 242Q: 24 clusters Score -1.112219e+08 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 40242 members 
Mstep: Class 3 contains 30414 members 
Mstep: Class 4 contains 46911 members 
Mstep: Class 5 contains 44871 members 
Mstep: Class 6 contains 46686 members 
Mstep: Class 7 contains 580 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 49722 members 
Mstep: Class 11 contains 46346 members 
Mstep: Class 12 contains 50404 members 
Mstep: Class 13 contains 48793 members 
Mstep: Class 14 contains 44511 members 
Mstep: Class 15 contains 25555 members 
Mstep: Class 16 contains 44109 members 
Mstep: Class 17 contains 47082 members 
Mstep: Class 18 contains 785 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 768 members 
Mstep: Class 21 contains 39062 members 
Mstep: Class 22 contains 5288 members 
Mstep: Class 23 contains 1158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111222376.000000 Penalty: 76057.484375
Iteration 243Q: 24 clusters Score -1.112224e+08 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 40126 members 
Mstep: Class 3 contains 30583 members 
Mstep: Class 4 contains 46711 members 
Mstep: Class 5 contains 44966 members 
Mstep: Class 6 contains 46626 members 
Mstep: Class 7 contains 579 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 49844 members 
Mstep: Class 11 contains 46330 members 
Mstep: Class 12 contains 50545 members 
Mstep: Class 13 contains 48799 members 
Mstep: Class 14 contains 44454 members 
Mstep: Class 15 contains 25555 members 
Mstep: Class 16 contains 44083 members 
Mstep: Class 17 contains 47049 members 
Mstep: Class 18 contains 787 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 770 members 
Mstep: Class 21 contains 39008 members 
Mstep: Class 22 contains 5300 members 
Mstep: Class 23 contains 1172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111222576.000000 Penalty: 76057.484375
Iteration 244Q: 24 clusters Score -1.112226e+08 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 39988 members 
Mstep: Class 3 contains 30781 members 
Mstep: Class 4 contains 46550 members 
Mstep: Class 5 contains 45045 members 
Mstep: Class 6 contains 46583 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 49932 members 
Mstep: Class 11 contains 46297 members 
Mstep: Class 12 contains 50688 members 
Mstep: Class 13 contains 48756 members 
Mstep: Class 14 contains 44403 members 
Mstep: Class 15 contains 25549 members 
Mstep: Class 16 contains 44082 members 
Mstep: Class 17 contains 47043 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 475 members 
Mstep: Class 20 contains 773 members 
Mstep: Class 21 contains 38959 members 
Mstep: Class 22 contains 5314 members 
Mstep: Class 23 contains 1178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111223008.000000 Penalty: 76057.484375
Iteration 245Q: 24 clusters Score -1.11223e+08 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 39833 members 
Mstep: Class 3 contains 30979 members 
Mstep: Class 4 contains 46423 members 
Mstep: Class 5 contains 45105 members 
Mstep: Class 6 contains 46595 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 50016 members 
Mstep: Class 11 contains 46289 members 
Mstep: Class 12 contains 50825 members 
Mstep: Class 13 contains 48664 members 
Mstep: Class 14 contains 44336 members 
Mstep: Class 15 contains 25548 members 
Mstep: Class 16 contains 44060 members 
Mstep: Class 17 contains 47055 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 774 members 
Mstep: Class 21 contains 38907 members 
Mstep: Class 22 contains 5325 members 
Mstep: Class 23 contains 1186 members 
Entering Unmasked Estep 
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Score: -111223624.000000 Penalty: 76057.484375
Iteration 246Q: 24 clusters Score -1.112236e+08 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 39698 members 
Mstep: Class 3 contains 31201 members 
Mstep: Class 4 contains 46347 members 
Mstep: Class 5 contains 45156 members 
Mstep: Class 6 contains 46608 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 50034 members 
Mstep: Class 11 contains 46277 members 
Mstep: Class 12 contains 50909 members 
Mstep: Class 13 contains 48589 members 
Mstep: Class 14 contains 44290 members 
Mstep: Class 15 contains 25543 members 
Mstep: Class 16 contains 44031 members 
Mstep: Class 17 contains 47095 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 775 members 
Mstep: Class 21 contains 38840 members 
Mstep: Class 22 contains 5336 members 
Mstep: Class 23 contains 1192 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 247Q: 24 clusters Score -1.11224e+08 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 39589 members 
Mstep: Class 3 contains 31460 members 
Mstep: Class 4 contains 46342 members 
Mstep: Class 5 contains 45152 members 
Mstep: Class 6 contains 46639 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 50014 members 
Mstep: Class 11 contains 46272 members 
Mstep: Class 12 contains 50942 members 
Mstep: Class 13 contains 48483 members 
Mstep: Class 14 contains 44245 members 
Mstep: Class 15 contains 25542 members 
Mstep: Class 16 contains 44033 members 
Mstep: Class 17 contains 47119 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 774 members 
Mstep: Class 21 contains 38769 members 
Mstep: Class 22 contains 5351 members 
Mstep: Class 23 contains 1195 members 
Entering Unmasked Estep 
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Iteration 248Q: 24 clusters Score -1.112244e+08 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 39420 members 
Mstep: Class 3 contains 31733 members 
Mstep: Class 4 contains 46292 members 
Mstep: Class 5 contains 45127 members 
Mstep: Class 6 contains 46710 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 49990 members 
Mstep: Class 11 contains 46231 members 
Mstep: Class 12 contains 50933 members 
Mstep: Class 13 contains 48489 members 
Mstep: Class 14 contains 44202 members 
Mstep: Class 15 contains 25551 members 
Mstep: Class 16 contains 44049 members 
Mstep: Class 17 contains 47120 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 774 members 
Mstep: Class 21 contains 38725 members 
Mstep: Class 22 contains 5376 members 
Mstep: Class 23 contains 1198 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 249Q: 24 clusters Score -1.112248e+08 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 39271 members 
Mstep: Class 3 contains 32043 members 
Mstep: Class 4 contains 46261 members 
Mstep: Class 5 contains 45115 members 
Mstep: Class 6 contains 46753 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 49922 members 
Mstep: Class 11 contains 46216 members 
Mstep: Class 12 contains 50863 members 
Mstep: Class 13 contains 48468 members 
Mstep: Class 14 contains 44174 members 
Mstep: Class 15 contains 25550 members 
Mstep: Class 16 contains 44089 members 
Mstep: Class 17 contains 47129 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 776 members 
Mstep: Class 21 contains 38679 members 
Mstep: Class 22 contains 5412 members 
Mstep: Class 23 contains 1199 members 
Entering Unmasked Estep 
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Iteration 250Q: 24 clusters Score -1.11225e+08 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 39093 members 
Mstep: Class 3 contains 32364 members 
Mstep: Class 4 contains 46214 members 
Mstep: Class 5 contains 45098 members 
Mstep: Class 6 contains 46787 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 49861 members 
Mstep: Class 11 contains 46180 members 
Mstep: Class 12 contains 50787 members 
Mstep: Class 13 contains 48487 members 
Mstep: Class 14 contains 44169 members 
Mstep: Class 15 contains 25565 members 
Mstep: Class 16 contains 44112 members 
Mstep: Class 17 contains 47152 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 778 members 
Mstep: Class 21 contains 38628 members 
Mstep: Class 22 contains 5443 members 
Mstep: Class 23 contains 1203 members 
Entering Unmasked Estep 
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Iteration 251Q: 24 clusters Score -1.112248e+08 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 38925 members 
Mstep: Class 3 contains 32724 members 
Mstep: Class 4 contains 46195 members 
Mstep: Class 5 contains 45092 members 
Mstep: Class 6 contains 46809 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 49726 members 
Mstep: Class 11 contains 46170 members 
Mstep: Class 12 contains 50737 members 
Mstep: Class 13 contains 48495 members 
Mstep: Class 14 contains 44154 members 
Mstep: Class 15 contains 25563 members 
Mstep: Class 16 contains 44115 members 
Mstep: Class 17 contains 47186 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 779 members 
Mstep: Class 21 contains 38580 members 
Mstep: Class 22 contains 5466 members 
Mstep: Class 23 contains 1206 members 
Entering Unmasked Estep 
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Iteration 252Q: 24 clusters Score -1.11225e+08 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 38775 members 
Mstep: Class 3 contains 33061 members 
Mstep: Class 4 contains 46119 members 
Mstep: Class 5 contains 45108 members 
Mstep: Class 6 contains 46842 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 49634 members 
Mstep: Class 11 contains 46140 members 
Mstep: Class 12 contains 50707 members 
Mstep: Class 13 contains 48524 members 
Mstep: Class 14 contains 44163 members 
Mstep: Class 15 contains 25553 members 
Mstep: Class 16 contains 44092 members 
Mstep: Class 17 contains 47223 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 780 members 
Mstep: Class 21 contains 38502 members 
Mstep: Class 22 contains 5491 members 
Mstep: Class 23 contains 1209 members 
Entering Unmasked Estep 
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Iteration 253Q: 24 clusters Score -1.112252e+08 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 38691 members 
Mstep: Class 3 contains 33409 members 
Mstep: Class 4 contains 46070 members 
Mstep: Class 5 contains 45109 members 
Mstep: Class 6 contains 46841 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 49547 members 
Mstep: Class 11 contains 46108 members 
Mstep: Class 12 contains 50663 members 
Mstep: Class 13 contains 48529 members 
Mstep: Class 14 contains 44158 members 
Mstep: Class 15 contains 25551 members 
Mstep: Class 16 contains 44068 members 
Mstep: Class 17 contains 47242 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 38424 members 
Mstep: Class 22 contains 5521 members 
Mstep: Class 23 contains 1211 members 
Entering Unmasked Estep 
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Iteration 254Q: 24 clusters Score -1.112253e+08 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 38564 members 
Mstep: Class 3 contains 33740 members 
Mstep: Class 4 contains 45996 members 
Mstep: Class 5 contains 45121 members 
Mstep: Class 6 contains 46879 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 49494 members 
Mstep: Class 11 contains 46084 members 
Mstep: Class 12 contains 50596 members 
Mstep: Class 13 contains 48518 members 
Mstep: Class 14 contains 44180 members 
Mstep: Class 15 contains 25554 members 
Mstep: Class 16 contains 44048 members 
Mstep: Class 17 contains 47281 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 782 members 
Mstep: Class 21 contains 38340 members 
Mstep: Class 22 contains 5534 members 
Mstep: Class 23 contains 1211 members 
Entering Unmasked Estep 
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Iteration 255Q: 24 clusters Score -1.112254e+08 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 38439 members 
Mstep: Class 3 contains 34051 members 
Mstep: Class 4 contains 45955 members 
Mstep: Class 5 contains 45109 members 
Mstep: Class 6 contains 46883 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 49491 members 
Mstep: Class 11 contains 46087 members 
Mstep: Class 12 contains 50522 members 
Mstep: Class 13 contains 48502 members 
Mstep: Class 14 contains 44170 members 
Mstep: Class 15 contains 25559 members 
Mstep: Class 16 contains 44036 members 
Mstep: Class 17 contains 47316 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 784 members 
Mstep: Class 21 contains 38264 members 
Mstep: Class 22 contains 5541 members 
Mstep: Class 23 contains 1212 members 
Entering Unmasked Estep 
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Iteration 256Q: 24 clusters Score -1.112257e+08 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 38334 members 
Mstep: Class 3 contains 34349 members 
Mstep: Class 4 contains 45922 members 
Mstep: Class 5 contains 45091 members 
Mstep: Class 6 contains 46915 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 49514 members 
Mstep: Class 11 contains 46080 members 
Mstep: Class 12 contains 50448 members 
Mstep: Class 13 contains 48472 members 
Mstep: Class 14 contains 44129 members 
Mstep: Class 15 contains 25566 members 
Mstep: Class 16 contains 43998 members 
Mstep: Class 17 contains 47336 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 784 members 
Mstep: Class 21 contains 38204 members 
Mstep: Class 22 contains 5566 members 
Mstep: Class 23 contains 1213 members 
Entering Unmasked Estep 
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Iteration 257Q: 24 clusters Score -1.112259e+08 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 38243 members 
Mstep: Class 3 contains 34605 members 
Mstep: Class 4 contains 45866 members 
Mstep: Class 5 contains 45044 members 
Mstep: Class 6 contains 46975 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 49527 members 
Mstep: Class 11 contains 46078 members 
Mstep: Class 12 contains 50398 members 
Mstep: Class 13 contains 48441 members 
Mstep: Class 14 contains 44085 members 
Mstep: Class 15 contains 25581 members 
Mstep: Class 16 contains 43984 members 
Mstep: Class 17 contains 47346 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 785 members 
Mstep: Class 21 contains 38152 members 
Mstep: Class 22 contains 5597 members 
Mstep: Class 23 contains 1213 members 
Entering Unmasked Estep 
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Iteration 258Q: 24 clusters Score -1.112261e+08 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 38116 members 
Mstep: Class 3 contains 34851 members 
Mstep: Class 4 contains 45811 members 
Mstep: Class 5 contains 44980 members 
Mstep: Class 6 contains 47029 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 49551 members 
Mstep: Class 11 contains 46088 members 
Mstep: Class 12 contains 50346 members 
Mstep: Class 13 contains 48417 members 
Mstep: Class 14 contains 44062 members 
Mstep: Class 15 contains 25601 members 
Mstep: Class 16 contains 43970 members 
Mstep: Class 17 contains 47382 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 785 members 
Mstep: Class 21 contains 38098 members 
Mstep: Class 22 contains 5620 members 
Mstep: Class 23 contains 1213 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 259Q: 24 clusters Score -1.112262e+08 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 38036 members 
Mstep: Class 3 contains 35082 members 
Mstep: Class 4 contains 45732 members 
Mstep: Class 5 contains 44931 members 
Mstep: Class 6 contains 47027 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 49572 members 
Mstep: Class 11 contains 46106 members 
Mstep: Class 12 contains 50308 members 
Mstep: Class 13 contains 48362 members 
Mstep: Class 14 contains 44042 members 
Mstep: Class 15 contains 25622 members 
Mstep: Class 16 contains 43963 members 
Mstep: Class 17 contains 47424 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 785 members 
Mstep: Class 21 contains 38061 members 
Mstep: Class 22 contains 5654 members 
Mstep: Class 23 contains 1213 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 260F: 24 clusters Score -1.112262e+08 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 37946 members 
Mstep: Class 3 contains 35327 members 
Mstep: Class 4 contains 45686 members 
Mstep: Class 5 contains 44887 members 
Mstep: Class 6 contains 47005 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 49573 members 
Mstep: Class 11 contains 46115 members 
Mstep: Class 12 contains 50311 members 
Mstep: Class 13 contains 48315 members 
Mstep: Class 14 contains 44014 members 
Mstep: Class 15 contains 25646 members 
Mstep: Class 16 contains 43915 members 
Mstep: Class 17 contains 47494 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 785 members 
Mstep: Class 21 contains 38013 members 
Mstep: Class 22 contains 5675 members 
Mstep: Class 23 contains 1213 members 
Entering Unmasked Estep 
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Iteration 261Q: 24 clusters Score -1.112263e+08 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 37853 members 
Mstep: Class 3 contains 35605 members 
Mstep: Class 4 contains 45632 members 
Mstep: Class 5 contains 44845 members 
Mstep: Class 6 contains 46985 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 49540 members 
Mstep: Class 11 contains 46138 members 
Mstep: Class 12 contains 50310 members 
Mstep: Class 13 contains 48277 members 
Mstep: Class 14 contains 44028 members 
Mstep: Class 15 contains 25655 members 
Mstep: Class 16 contains 43872 members 
Mstep: Class 17 contains 47539 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 784 members 
Mstep: Class 21 contains 37958 members 
Mstep: Class 22 contains 5686 members 
Mstep: Class 23 contains 1213 members 
Entering Unmasked Estep 
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Iteration 262Q: 24 clusters Score -1.112265e+08 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 37759 members 
Mstep: Class 3 contains 35913 members 
Mstep: Class 4 contains 45599 members 
Mstep: Class 5 contains 44799 members 
Mstep: Class 6 contains 47010 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 49512 members 
Mstep: Class 11 contains 46122 members 
Mstep: Class 12 contains 50250 members 
Mstep: Class 13 contains 48225 members 
Mstep: Class 14 contains 44043 members 
Mstep: Class 15 contains 25663 members 
Mstep: Class 16 contains 43816 members 
Mstep: Class 17 contains 47585 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 784 members 
Mstep: Class 21 contains 37925 members 
Mstep: Class 22 contains 5702 members 
Mstep: Class 23 contains 1213 members 
Entering Unmasked Estep 
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Iteration 263Q: 24 clusters Score -1.112271e+08 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 37683 members 
Mstep: Class 3 contains 36229 members 
Mstep: Class 4 contains 45615 members 
Mstep: Class 5 contains 44750 members 
Mstep: Class 6 contains 47059 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 49450 members 
Mstep: Class 11 contains 46107 members 
Mstep: Class 12 contains 50200 members 
Mstep: Class 13 contains 48184 members 
Mstep: Class 14 contains 44031 members 
Mstep: Class 15 contains 25669 members 
Mstep: Class 16 contains 43748 members 
Mstep: Class 17 contains 47603 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 784 members 
Mstep: Class 21 contains 37878 members 
Mstep: Class 22 contains 5717 members 
Mstep: Class 23 contains 1213 members 
Entering Unmasked Estep 
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Iteration 264Q: 24 clusters Score -1.112271e+08 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 37585 members 
Mstep: Class 3 contains 36549 members 
Mstep: Class 4 contains 45665 members 
Mstep: Class 5 contains 44703 members 
Mstep: Class 6 contains 47132 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 49380 members 
Mstep: Class 11 contains 46101 members 
Mstep: Class 12 contains 50122 members 
Mstep: Class 13 contains 48150 members 
Mstep: Class 14 contains 44020 members 
Mstep: Class 15 contains 25668 members 
Mstep: Class 16 contains 43672 members 
Mstep: Class 17 contains 47614 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 784 members 
Mstep: Class 21 contains 37834 members 
Mstep: Class 22 contains 5728 members 
Mstep: Class 23 contains 1213 members 
Entering Unmasked Estep 
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Iteration 265Q: 24 clusters Score -1.11227e+08 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 37492 members 
Mstep: Class 3 contains 36861 members 
Mstep: Class 4 contains 45660 members 
Mstep: Class 5 contains 44704 members 
Mstep: Class 6 contains 47164 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 49314 members 
Mstep: Class 11 contains 46088 members 
Mstep: Class 12 contains 50070 members 
Mstep: Class 13 contains 48132 members 
Mstep: Class 14 contains 44024 members 
Mstep: Class 15 contains 25680 members 
Mstep: Class 16 contains 43590 members 
Mstep: Class 17 contains 47607 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 784 members 
Mstep: Class 21 contains 37790 members 
Mstep: Class 22 contains 5748 members 
Mstep: Class 23 contains 1213 members 
Entering Unmasked Estep 
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Iteration 266Q: 24 clusters Score -1.112272e+08 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 37409 members 
Mstep: Class 3 contains 37231 members 
Mstep: Class 4 contains 45674 members 
Mstep: Class 5 contains 44719 members 
Mstep: Class 6 contains 47176 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 49208 members 
Mstep: Class 11 contains 46089 members 
Mstep: Class 12 contains 49972 members 
Mstep: Class 13 contains 48142 members 
Mstep: Class 14 contains 44008 members 
Mstep: Class 15 contains 25694 members 
Mstep: Class 16 contains 43516 members 
Mstep: Class 17 contains 47573 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 784 members 
Mstep: Class 21 contains 37745 members 
Mstep: Class 22 contains 5768 members 
Mstep: Class 23 contains 1213 members 
Entering Unmasked Estep 
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Iteration 267Q: 24 clusters Score -1.112275e+08 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 37337 members 
Mstep: Class 3 contains 37645 members 
Mstep: Class 4 contains 45668 members 
Mstep: Class 5 contains 44694 members 
Mstep: Class 6 contains 47145 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 49072 members 
Mstep: Class 11 contains 46086 members 
Mstep: Class 12 contains 49890 members 
Mstep: Class 13 contains 48146 members 
Mstep: Class 14 contains 43977 members 
Mstep: Class 15 contains 25704 members 
Mstep: Class 16 contains 43499 members 
Mstep: Class 17 contains 47561 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 784 members 
Mstep: Class 21 contains 37713 members 
Mstep: Class 22 contains 5785 members 
Mstep: Class 23 contains 1214 members 
Entering Unmasked Estep 
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Iteration 268Q: 24 clusters Score -1.112278e+08 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 37268 members 
Mstep: Class 3 contains 38071 members 
Mstep: Class 4 contains 45686 members 
Mstep: Class 5 contains 44661 members 
Mstep: Class 6 contains 47106 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 48892 members 
Mstep: Class 11 contains 46088 members 
Mstep: Class 12 contains 49834 members 
Mstep: Class 13 contains 48160 members 
Mstep: Class 14 contains 43934 members 
Mstep: Class 15 contains 25712 members 
Mstep: Class 16 contains 43497 members 
Mstep: Class 17 contains 47540 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 785 members 
Mstep: Class 21 contains 37677 members 
Mstep: Class 22 contains 5795 members 
Mstep: Class 23 contains 1214 members 
Entering Unmasked Estep 
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Iteration 269Q: 24 clusters Score -1.112281e+08 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 37204 members 
Mstep: Class 3 contains 38480 members 
Mstep: Class 4 contains 45686 members 
Mstep: Class 5 contains 44637 members 
Mstep: Class 6 contains 47049 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 48779 members 
Mstep: Class 11 contains 46082 members 
Mstep: Class 12 contains 49743 members 
Mstep: Class 13 contains 48152 members 
Mstep: Class 14 contains 43895 members 
Mstep: Class 15 contains 25727 members 
Mstep: Class 16 contains 43490 members 
Mstep: Class 17 contains 47538 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 784 members 
Mstep: Class 21 contains 37656 members 
Mstep: Class 22 contains 5803 members 
Mstep: Class 23 contains 1214 members 
Entering Unmasked Estep 
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Iteration 270Q: 24 clusters Score -1.112283e+08 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 37173 members 
Mstep: Class 3 contains 38855 members 
Mstep: Class 4 contains 45681 members 
Mstep: Class 5 contains 44606 members 
Mstep: Class 6 contains 47015 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 48724 members 
Mstep: Class 11 contains 46071 members 
Mstep: Class 12 contains 49649 members 
Mstep: Class 13 contains 48162 members 
Mstep: Class 14 contains 43832 members 
Mstep: Class 15 contains 25737 members 
Mstep: Class 16 contains 43471 members 
Mstep: Class 17 contains 47508 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 784 members 
Mstep: Class 21 contains 37627 members 
Mstep: Class 22 contains 5811 members 
Mstep: Class 23 contains 1213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111228440.000000 Penalty: 76057.484375
Iteration 271Q: 24 clusters Score -1.112284e+08 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 37132 members 
Mstep: Class 3 contains 39246 members 
Mstep: Class 4 contains 45694 members 
Mstep: Class 5 contains 44597 members 
Mstep: Class 6 contains 47011 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 48583 members 
Mstep: Class 11 contains 46060 members 
Mstep: Class 12 contains 49595 members 
Mstep: Class 13 contains 48151 members 
Mstep: Class 14 contains 43774 members 
Mstep: Class 15 contains 25753 members 
Mstep: Class 16 contains 43463 members 
Mstep: Class 17 contains 47474 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 784 members 
Mstep: Class 21 contains 37569 members 
Mstep: Class 22 contains 5820 members 
Mstep: Class 23 contains 1212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111228792.000000 Penalty: 76057.484375
Iteration 272Q: 24 clusters Score -1.112288e+08 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 37117 members 
Mstep: Class 3 contains 39637 members 
Mstep: Class 4 contains 45641 members 
Mstep: Class 5 contains 44566 members 
Mstep: Class 6 contains 47002 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 48385 members 
Mstep: Class 11 contains 46004 members 
Mstep: Class 12 contains 49659 members 
Mstep: Class 13 contains 48169 members 
Mstep: Class 14 contains 43721 members 
Mstep: Class 15 contains 25764 members 
Mstep: Class 16 contains 43456 members 
Mstep: Class 17 contains 47453 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 37522 members 
Mstep: Class 22 contains 5826 members 
Mstep: Class 23 contains 1213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111228824.000000 Penalty: 76057.484375
Iteration 273Q: 24 clusters Score -1.112288e+08 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 37089 members 
Mstep: Class 3 contains 40009 members 
Mstep: Class 4 contains 45615 members 
Mstep: Class 5 contains 44550 members 
Mstep: Class 6 contains 47023 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 48206 members 
Mstep: Class 11 contains 45948 members 
Mstep: Class 12 contains 49717 members 
Mstep: Class 13 contains 48170 members 
Mstep: Class 14 contains 43660 members 
Mstep: Class 15 contains 25778 members 
Mstep: Class 16 contains 43437 members 
Mstep: Class 17 contains 47424 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 37465 members 
Mstep: Class 22 contains 5830 members 
Mstep: Class 23 contains 1214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111229192.000000 Penalty: 76057.484375
Iteration 274Q: 24 clusters Score -1.112292e+08 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 37083 members 
Mstep: Class 3 contains 40357 members 
Mstep: Class 4 contains 45610 members 
Mstep: Class 5 contains 44493 members 
Mstep: Class 6 contains 47024 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 48066 members 
Mstep: Class 11 contains 45909 members 
Mstep: Class 12 contains 49758 members 
Mstep: Class 13 contains 48189 members 
Mstep: Class 14 contains 43613 members 
Mstep: Class 15 contains 25784 members 
Mstep: Class 16 contains 43405 members 
Mstep: Class 17 contains 47418 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 37377 members 
Mstep: Class 22 contains 5834 members 
Mstep: Class 23 contains 1215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111229216.000000 Penalty: 76057.484375
Iteration 275Q: 24 clusters Score -1.112292e+08 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 37058 members 
Mstep: Class 3 contains 40720 members 
Mstep: Class 4 contains 45583 members 
Mstep: Class 5 contains 44458 members 
Mstep: Class 6 contains 46985 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 47945 members 
Mstep: Class 11 contains 45880 members 
Mstep: Class 12 contains 49771 members 
Mstep: Class 13 contains 48224 members 
Mstep: Class 14 contains 43576 members 
Mstep: Class 15 contains 25801 members 
Mstep: Class 16 contains 43372 members 
Mstep: Class 17 contains 47406 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 37299 members 
Mstep: Class 22 contains 5841 members 
Mstep: Class 23 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111229200.000000 Penalty: 76057.484375
Iteration 276Q: 24 clusters Score -1.112292e+08 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 37045 members 
Mstep: Class 3 contains 41065 members 
Mstep: Class 4 contains 45560 members 
Mstep: Class 5 contains 44412 members 
Mstep: Class 6 contains 46952 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 47838 members 
Mstep: Class 11 contains 45850 members 
Mstep: Class 12 contains 49789 members 
Mstep: Class 13 contains 48222 members 
Mstep: Class 14 contains 43522 members 
Mstep: Class 15 contains 25816 members 
Mstep: Class 16 contains 43355 members 
Mstep: Class 17 contains 47397 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 37246 members 
Mstep: Class 22 contains 5852 members 
Mstep: Class 23 contains 1214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111229560.000000 Penalty: 76057.484375
Iteration 277Q: 24 clusters Score -1.112296e+08 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 37021 members 
Mstep: Class 3 contains 41407 members 
Mstep: Class 4 contains 45537 members 
Mstep: Class 5 contains 44373 members 
Mstep: Class 6 contains 46978 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 47702 members 
Mstep: Class 11 contains 45821 members 
Mstep: Class 12 contains 49802 members 
Mstep: Class 13 contains 48237 members 
Mstep: Class 14 contains 43460 members 
Mstep: Class 15 contains 25829 members 
Mstep: Class 16 contains 43341 members 
Mstep: Class 17 contains 47362 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 37191 members 
Mstep: Class 22 contains 5860 members 
Mstep: Class 23 contains 1214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111229576.000000 Penalty: 76057.484375
Iteration 278Q: 24 clusters Score -1.112296e+08 nChanged 1962
Entering ConstructFrom: 
Score: -111229576.000000 Penalty: 76057.484375
Entering ConstructFrom: 
Trying to split cluster 1 (2547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Entering Unmasked Estep 
Score: -431204.218750 Penalty: 1944.982544
	Iteration 0F: 2 clusters Score -431204.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -428240.062500 Penalty: 3889.965088
	Iteration 0F: 3 clusters Score -428240.1 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -428877.968750 Penalty: 3889.965088
	Iteration 1F: 3 clusters Score -428878 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -429094.500000 Penalty: 3889.965088
	Iteration 2F: 3 clusters Score -429094.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -429304.906250 Penalty: 3889.965088
	Iteration 3F: 3 clusters Score -429304.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -429539.968750 Penalty: 3889.965088
	Iteration 4F: 3 clusters Score -429540 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -429731.562500 Penalty: 3889.965088
	Iteration 5F: 3 clusters Score -429731.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -429914.906250 Penalty: 3889.965088
	Iteration 6F: 3 clusters Score -429914.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -430032.406250 Penalty: 3889.965088
	Iteration 7Q: 3 clusters Score -430032.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -430097.781250 Penalty: 3889.965088
	Iteration 8Q: 3 clusters Score -430097.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -430137.218750 Penalty: 3889.965088
	Iteration 9Q: 3 clusters Score -430137.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -430167.593750 Penalty: 3889.965088
	Iteration 10Q: 3 clusters Score -430167.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -430195.375000 Penalty: 3889.965088
	Iteration 11Q: 3 clusters Score -430195.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -430214.531250 Penalty: 3889.965088
	Iteration 12Q: 3 clusters Score -430214.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -430222.500000 Penalty: 3889.965088
	Iteration 13Q: 3 clusters Score -430222.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -430226.531250 Penalty: 3889.965088
	Iteration 14Q: 3 clusters Score -430226.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -430229.312500 Penalty: 3889.965088
	Iteration 15Q: 3 clusters Score -430229.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -430231.375000 Penalty: 3889.965088
	Iteration 16Q: 3 clusters Score -430231.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -430232.093750 Penalty: 3889.965088
	Iteration 17Q: 3 clusters Score -430232.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -430234.093750 Penalty: 3889.965088
	Iteration 18Q: 3 clusters Score -430234.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -430234.093750 Penalty: 3889.965088
	Iteration 19Q: 3 clusters Score -430234.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -430234.093750 Penalty: 3889.965088
	Iteration 20F: 3 clusters Score -430234.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (37022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Entering Unmasked Estep 
Score: -6742531.000000 Penalty: 2608.778564
	Iteration 0F: 2 clusters Score -6742531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -6717286.000000 Penalty: 5217.557129
	Iteration 0F: 3 clusters Score -6717286 nChanged 16911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -6726541.500000 Penalty: 5217.557129
	Iteration 1F: 3 clusters Score -6726542 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -6726932.500000 Penalty: 5217.557129
	Iteration 2Q: 3 clusters Score -6726932 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -6727219.500000 Penalty: 5217.557129
	Iteration 3Q: 3 clusters Score -6727220 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -6727505.500000 Penalty: 5217.557129
	Iteration 4Q: 3 clusters Score -6727506 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -6727750.500000 Penalty: 5217.557129
	Iteration 5Q: 3 clusters Score -6727750 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -6728012.000000 Penalty: 5217.557129
	Iteration 6Q: 3 clusters Score -6728012 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -6728349.000000 Penalty: 5217.557129
	Iteration 7Q: 3 clusters Score -6728349 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -6728801.000000 Penalty: 5217.557129
	Iteration 8Q: 3 clusters Score -6728801 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -6729358.500000 Penalty: 5217.557129
	Iteration 9Q: 3 clusters Score -6729358 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -6730079.500000 Penalty: 5217.557129
	Iteration 10Q: 3 clusters Score -6730080 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -6730848.500000 Penalty: 5217.557129
	Iteration 11Q: 3 clusters Score -6730848 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -6731779.000000 Penalty: 5217.557129
	Iteration 12Q: 3 clusters Score -6731779 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
Score: -6732697.500000 Penalty: 5217.557129
	Iteration 13Q: 3 clusters Score -6732698 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -6733769.000000 Penalty: 5217.557129
	Iteration 14Q: 3 clusters Score -6733769 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -6734714.500000 Penalty: 5217.557129
	Iteration 15Q: 3 clusters Score -6734714 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -6735433.000000 Penalty: 5217.557129
	Iteration 16Q: 3 clusters Score -6735433 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -6735792.500000 Penalty: 5217.557129
	Iteration 17Q: 3 clusters Score -6735792 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -6735941.000000 Penalty: 5217.557129
	Iteration 18Q: 3 clusters Score -6735941 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -6735980.500000 Penalty: 5217.557129
	Iteration 19Q: 3 clusters Score -6735980 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -6736012.000000 Penalty: 5217.557129
	Iteration 20F: 3 clusters Score -6736012 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -6736045.000000 Penalty: 5217.557129
	Iteration 21Q: 3 clusters Score -6736045 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -6736076.500000 Penalty: 5217.557129
	Iteration 22Q: 3 clusters Score -6736076 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19211 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -6736103.000000 Penalty: 5217.557129
	Iteration 23Q: 3 clusters Score -6736103 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -6736147.500000 Penalty: 5217.557129
	Iteration 24Q: 3 clusters Score -6736148 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -6736164.500000 Penalty: 5217.557129
	Iteration 25Q: 3 clusters Score -6736164 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -6736175.000000 Penalty: 5217.557129
	Iteration 26Q: 3 clusters Score -6736175 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -6736202.000000 Penalty: 5217.557129
	Iteration 27Q: 3 clusters Score -6736202 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -6736227.000000 Penalty: 5217.557129
	Iteration 28Q: 3 clusters Score -6736227 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -6736246.500000 Penalty: 5217.557129
	Iteration 29Q: 3 clusters Score -6736246 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -6736272.000000 Penalty: 5217.557129
	Iteration 30Q: 3 clusters Score -6736272 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -6736303.500000 Penalty: 5217.557129
	Iteration 31Q: 3 clusters Score -6736304 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -6736322.000000 Penalty: 5217.557129
	Iteration 32Q: 3 clusters Score -6736322 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -6736357.000000 Penalty: 5217.557129
	Iteration 33Q: 3 clusters Score -6736357 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -6736398.000000 Penalty: 5217.557129
	Iteration 34Q: 3 clusters Score -6736398 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -6736444.500000 Penalty: 5217.557129
	Iteration 35Q: 3 clusters Score -6736444 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -6736531.500000 Penalty: 5217.557129
	Iteration 36Q: 3 clusters Score -6736532 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -6736616.500000 Penalty: 5217.557129
	Iteration 37Q: 3 clusters Score -6736616 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -6736697.500000 Penalty: 5217.557129
	Iteration 38Q: 3 clusters Score -6736698 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -6736784.000000 Penalty: 5217.557129
	Iteration 39Q: 3 clusters Score -6736784 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -6736906.000000 Penalty: 5217.557129
	Iteration 40F: 3 clusters Score -6736906 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -6737032.500000 Penalty: 5217.557129
	Iteration 41Q: 3 clusters Score -6737032 nChanged 415
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6737116 nChanged 405
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6737245 nChanged 429
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6737363 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6737506 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -6737645.500000 Penalty: 5217.557129
	Iteration 46Q: 3 clusters Score -6737646 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6737818 nChanged 481
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6737964 nChanged 480
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -6738143.000000 Penalty: 5217.557129
	Iteration 49Q: 3 clusters Score -6738143 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6738322 nChanged 475
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -6738523.500000 Penalty: 5217.557129
	Iteration 51Q: 3 clusters Score -6738524 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6738669 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6738795 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6738915 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6739072 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -6739174.500000 Penalty: 5217.557129
	Iteration 56Q: 3 clusters Score -6739174 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -6739302.000000 Penalty: 5217.557129
	Iteration 57Q: 3 clusters Score -6739302 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -6739394.000000 Penalty: 5217.557129
	Iteration 58Q: 3 clusters Score -6739394 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -6739503.500000 Penalty: 5217.557129
	Iteration 59Q: 3 clusters Score -6739504 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -6739579.000000 Penalty: 5217.557129
	Iteration 60F: 3 clusters Score -6739579 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -6739650.500000 Penalty: 5217.557129
	Iteration 61Q: 3 clusters Score -6739650 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
Score: -6739726.500000 Penalty: 5217.557129
	Iteration 62Q: 3 clusters Score -6739726 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -6739775.500000 Penalty: 5217.557129
	Iteration 63Q: 3 clusters Score -6739776 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 31252 members 
Entering Unmasked Estep 
Score: -6739856.000000 Penalty: 5217.557129
	Iteration 64Q: 3 clusters Score -6739856 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 31484 members 
Entering Unmasked Estep 
Score: -6739904.500000 Penalty: 5217.557129
	Iteration 65Q: 3 clusters Score -6739904 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -6739921.500000 Penalty: 5217.557129
	Iteration 66Q: 3 clusters Score -6739922 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6739978 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -6740007.500000 Penalty: 5217.557129
	Iteration 68Q: 3 clusters Score -6740008 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -6740026.000000 Penalty: 5217.557129
	Iteration 69Q: 3 clusters Score -6740026 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -6740057.500000 Penalty: 5217.557129
	Iteration 70Q: 3 clusters Score -6740058 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 32355 members 
Entering Unmasked Estep 
Score: -6740064.000000 Penalty: 5217.557129
	Iteration 71Q: 3 clusters Score -6740064 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 32454 members 
Entering Unmasked Estep 
Score: -6740072.500000 Penalty: 5217.557129
	Iteration 72Q: 3 clusters Score -6740072 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -6740103.000000 Penalty: 5217.557129
	Iteration 73Q: 3 clusters Score -6740103 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6740129 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6740150 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6740181 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6740195 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -6740197.500000 Penalty: 5217.557129
	Iteration 78Q: 3 clusters Score -6740198 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -6740211.000000 Penalty: 5217.557129
	Iteration 79Q: 3 clusters Score -6740211 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -6740226.000000 Penalty: 5217.557129
	Iteration 80F: 3 clusters Score -6740226 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -6740248.000000 Penalty: 5217.557129
	Iteration 81Q: 3 clusters Score -6740248 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -6740269.000000 Penalty: 5217.557129
	Iteration 82Q: 3 clusters Score -6740269 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -6740280.000000 Penalty: 5217.557129
	Iteration 83Q: 3 clusters Score -6740280 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -6740304.500000 Penalty: 5217.557129
	Iteration 84Q: 3 clusters Score -6740304 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -6740325.500000 Penalty: 5217.557129
	Iteration 85Q: 3 clusters Score -6740326 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -6740343.000000 Penalty: 5217.557129
	Iteration 86Q: 3 clusters Score -6740343 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -6740358.500000 Penalty: 5217.557129
	Iteration 87Q: 3 clusters Score -6740358 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -6740371.500000 Penalty: 5217.557129
	Iteration 88Q: 3 clusters Score -6740372 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -6740393.000000 Penalty: 5217.557129
	Iteration 89Q: 3 clusters Score -6740393 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -6740409.000000 Penalty: 5217.557129
	Iteration 90Q: 3 clusters Score -6740409 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -6740415.500000 Penalty: 5217.557129
	Iteration 91Q: 3 clusters Score -6740416 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 33895 members 
Entering Unmasked Estep 
Score: -6740423.500000 Penalty: 5217.557129
	Iteration 92Q: 3 clusters Score -6740424 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -6740416.000000 Penalty: 5217.557129
	Iteration 93Q: 3 clusters Score -6740416 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -6740431.000000 Penalty: 5217.557129
	Iteration 94Q: 3 clusters Score -6740431 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -6740431.000000 Penalty: 5217.557129
	Iteration 95Q: 3 clusters Score -6740431 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -6740431.500000 Penalty: 5217.557129
	Iteration 96Q: 3 clusters Score -6740432 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -6740434.500000 Penalty: 5217.557129
	Iteration 97Q: 3 clusters Score -6740434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -6740437.500000 Penalty: 5217.557129
	Iteration 98Q: 3 clusters Score -6740438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 34077 members 
Entering Unmasked Estep 
Score: -6740443.000000 Penalty: 5217.557129
	Iteration 99Q: 3 clusters Score -6740443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -6740445.500000 Penalty: 5217.557129
	Iteration 100F: 3 clusters Score -6740446 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -6740443.500000 Penalty: 5217.557129
	Iteration 101Q: 3 clusters Score -6740444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -6740442.000000 Penalty: 5217.557129
	Iteration 102Q: 3 clusters Score -6740442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -6740449.500000 Penalty: 5217.557129
	Iteration 103Q: 3 clusters Score -6740450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -6740445.000000 Penalty: 5217.557129
	Iteration 104Q: 3 clusters Score -6740445 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
Score: -6740455.000000 Penalty: 5217.557129
	Iteration 105Q: 3 clusters Score -6740455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 34192 members 
Entering Unmasked Estep 
Score: -6740456.500000 Penalty: 5217.557129
	Iteration 106Q: 3 clusters Score -6740456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 34214 members 
Entering Unmasked Estep 
Score: -6740473.500000 Penalty: 5217.557129
	Iteration 107Q: 3 clusters Score -6740474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -6740472.000000 Penalty: 5217.557129
	Iteration 108Q: 3 clusters Score -6740472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -6740482.500000 Penalty: 5217.557129
	Iteration 109Q: 3 clusters Score -6740482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -6740487.000000 Penalty: 5217.557129
	Iteration 110Q: 3 clusters Score -6740487 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -6740503.500000 Penalty: 5217.557129
	Iteration 111Q: 3 clusters Score -6740504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -6740503.000000 Penalty: 5217.557129
	Iteration 112Q: 3 clusters Score -6740503 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 34313 members 
Entering Unmasked Estep 
Score: -6740505.000000 Penalty: 5217.557129
	Iteration 113Q: 3 clusters Score -6740505 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -6740508.000000 Penalty: 5217.557129
	Iteration 114Q: 3 clusters Score -6740508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 34345 members 
Entering Unmasked Estep 
Score: -6740512.000000 Penalty: 5217.557129
	Iteration 115Q: 3 clusters Score -6740512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 34363 members 
Entering Unmasked Estep 
Score: -6740519.000000 Penalty: 5217.557129
	Iteration 116Q: 3 clusters Score -6740519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -6740526.500000 Penalty: 5217.557129
	Iteration 117Q: 3 clusters Score -6740526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 34389 members 
Entering Unmasked Estep 
Score: -6740529.000000 Penalty: 5217.557129
	Iteration 118Q: 3 clusters Score -6740529 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 34406 members 
Entering Unmasked Estep 
Score: -6740543.000000 Penalty: 5217.557129
	Iteration 119Q: 3 clusters Score -6740543 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 34427 members 
Entering Unmasked Estep 
Score: -6740545.000000 Penalty: 5217.557129
	Iteration 120F: 3 clusters Score -6740545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -6740540.000000 Penalty: 5217.557129
	Iteration 121Q: 3 clusters Score -6740540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -6740542.000000 Penalty: 5217.557129
	Iteration 122Q: 3 clusters Score -6740542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 34453 members 
Entering Unmasked Estep 
Score: -6740544.000000 Penalty: 5217.557129
	Iteration 123Q: 3 clusters Score -6740544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 34464 members 
Entering Unmasked Estep 
Score: -6740549.500000 Penalty: 5217.557129
	Iteration 124Q: 3 clusters Score -6740550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -6740542.000000 Penalty: 5217.557129
	Iteration 125Q: 3 clusters Score -6740542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -6740545.000000 Penalty: 5217.557129
	Iteration 126Q: 3 clusters Score -6740545 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -6740539.000000 Penalty: 5217.557129
	Iteration 127Q: 3 clusters Score -6740539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -6740543.000000 Penalty: 5217.557129
	Iteration 128Q: 3 clusters Score -6740543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -6740539.500000 Penalty: 5217.557129
	Iteration 129Q: 3 clusters Score -6740540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -6740536.500000 Penalty: 5217.557129
	Iteration 130Q: 3 clusters Score -6740536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 34524 members 
Entering Unmasked Estep 
Score: -6740535.500000 Penalty: 5217.557129
	Iteration 131Q: 3 clusters Score -6740536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -6740541.500000 Penalty: 5217.557129
	Iteration 132Q: 3 clusters Score -6740542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -6740541.500000 Penalty: 5217.557129
	Iteration 133F: 3 clusters Score -6740542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (41753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41753 members 
Entering Unmasked Estep 
Score: -7612611.000000 Penalty: 2638.602539
	Iteration 0F: 2 clusters Score -7612611 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -7584493.000000 Penalty: 5277.205078
	Iteration 0F: 3 clusters Score -7584493 nChanged 19112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -7595121.500000 Penalty: 5277.205078
	Iteration 1F: 3 clusters Score -7595122 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -7595766.000000 Penalty: 5277.205078
	Iteration 2Q: 3 clusters Score -7595766 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -7596494.500000 Penalty: 5277.205078
	Iteration 3Q: 3 clusters Score -7596494 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -7597526.500000 Penalty: 5277.205078
	Iteration 4F: 3 clusters Score -7597526 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -7599053.000000 Penalty: 5277.205078
	Iteration 5F: 3 clusters Score -7599053 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 30404 members 
Entering Unmasked Estep 
Score: -7601177.000000 Penalty: 5277.205078
	Iteration 6F: 3 clusters Score -7601177 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -7604146.000000 Penalty: 5277.205078
	Iteration 7F: 3 clusters Score -7604146 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -7607210.000000 Penalty: 5277.205078
	Iteration 8F: 3 clusters Score -7607210 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -7609382.000000 Penalty: 5277.205078
	Iteration 9F: 3 clusters Score -7609382 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -7610582.000000 Penalty: 5277.205078
	Iteration 10Q: 3 clusters Score -7610582 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 39248 members 
Entering Unmasked Estep 
Score: -7611279.000000 Penalty: 5277.205078
	Iteration 11Q: 3 clusters Score -7611279 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -7611668.500000 Penalty: 5277.205078
	Iteration 12Q: 3 clusters Score -7611668 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
Score: -7611863.500000 Penalty: 5277.205078
	Iteration 13Q: 3 clusters Score -7611864 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -7611971.500000 Penalty: 5277.205078
	Iteration 14Q: 3 clusters Score -7611972 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 39278 members 
Entering Unmasked Estep 
Score: -7612048.500000 Penalty: 5277.205078
	Iteration 15Q: 3 clusters Score -7612048 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 39232 members 
Entering Unmasked Estep 
Score: -7612077.000000 Penalty: 5277.205078
	Iteration 16Q: 3 clusters Score -7612077 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -7612100.000000 Penalty: 5277.205078
	Iteration 17Q: 3 clusters Score -7612100 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -7612142.500000 Penalty: 5277.205078
	Iteration 18Q: 3 clusters Score -7612142 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 39091 members 
Entering Unmasked Estep 
Score: -7612177.500000 Penalty: 5277.205078
	Iteration 19Q: 3 clusters Score -7612178 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 39034 members 
Entering Unmasked Estep 
Score: -7612219.000000 Penalty: 5277.205078
	Iteration 20F: 3 clusters Score -7612219 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 38967 members 
Entering Unmasked Estep 
Score: -7612253.500000 Penalty: 5277.205078
	Iteration 21Q: 3 clusters Score -7612254 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 38907 members 
Entering Unmasked Estep 
Score: -7612264.500000 Penalty: 5277.205078
	Iteration 22Q: 3 clusters Score -7612264 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -7612286.000000 Penalty: 5277.205078
	Iteration 23Q: 3 clusters Score -7612286 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 38797 members 
Entering Unmasked Estep 
Score: -7612283.500000 Penalty: 5277.205078
	Iteration 24Q: 3 clusters Score -7612284 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -7612299.500000 Penalty: 5277.205078
	Iteration 25Q: 3 clusters Score -7612300 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -7612337.000000 Penalty: 5277.205078
	Iteration 26Q: 3 clusters Score -7612337 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -7612351.000000 Penalty: 5277.205078
	Iteration 27Q: 3 clusters Score -7612351 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 38565 members 
Entering Unmasked Estep 
Score: -7612380.000000 Penalty: 5277.205078
	Iteration 28Q: 3 clusters Score -7612380 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 38512 members 
Entering Unmasked Estep 
Score: -7612383.000000 Penalty: 5277.205078
	Iteration 29Q: 3 clusters Score -7612383 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -7612392.000000 Penalty: 5277.205078
	Iteration 30Q: 3 clusters Score -7612392 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -7612400.500000 Penalty: 5277.205078
	Iteration 31Q: 3 clusters Score -7612400 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 38387 members 
Entering Unmasked Estep 
Score: -7612406.000000 Penalty: 5277.205078
	Iteration 32Q: 3 clusters Score -7612406 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -7612406.000000 Penalty: 5277.205078
	Iteration 33Q: 3 clusters Score -7612406 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -7612415.500000 Penalty: 5277.205078
	Iteration 34Q: 3 clusters Score -7612416 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 38293 members 
Entering Unmasked Estep 
Score: -7612411.500000 Penalty: 5277.205078
	Iteration 35Q: 3 clusters Score -7612412 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 38261 members 
Entering Unmasked Estep 
Score: -7612417.500000 Penalty: 5277.205078
	Iteration 36Q: 3 clusters Score -7612418 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -7612420.000000 Penalty: 5277.205078
	Iteration 37Q: 3 clusters Score -7612420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -7612433.000000 Penalty: 5277.205078
	Iteration 38Q: 3 clusters Score -7612433 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -7612431.000000 Penalty: 5277.205078
	Iteration 39Q: 3 clusters Score -7612431 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -7612443.000000 Penalty: 5277.205078
	Iteration 40F: 3 clusters Score -7612443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -7612443.000000 Penalty: 5277.205078
	Iteration 41Q: 3 clusters Score -7612443 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -7612437.000000 Penalty: 5277.205078
	Iteration 42Q: 3 clusters Score -7612437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 38123 members 
Entering Unmasked Estep 
Score: -7612436.500000 Penalty: 5277.205078
	Iteration 43Q: 3 clusters Score -7612436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -7612425.000000 Penalty: 5277.205078
	Iteration 44Q: 3 clusters Score -7612425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -7612431.000000 Penalty: 5277.205078
	Iteration 45Q: 3 clusters Score -7612431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 38107 members 
Entering Unmasked Estep 
Score: -7612428.000000 Penalty: 5277.205078
	Iteration 46Q: 3 clusters Score -7612428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -7612428.500000 Penalty: 5277.205078
	Iteration 47Q: 3 clusters Score -7612428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -7612427.500000 Penalty: 5277.205078
	Iteration 48Q: 3 clusters Score -7612428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -7612426.500000 Penalty: 5277.205078
	Iteration 49Q: 3 clusters Score -7612426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -7612427.500000 Penalty: 5277.205078
	Iteration 50Q: 3 clusters Score -7612428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -7612423.000000 Penalty: 5277.205078
	Iteration 51Q: 3 clusters Score -7612423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 38087 members 
Entering Unmasked Estep 
Score: -7612419.000000 Penalty: 5277.205078
	Iteration 52Q: 3 clusters Score -7612419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -7612423.500000 Penalty: 5277.205078
	Iteration 53Q: 3 clusters Score -7612424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -7612422.500000 Penalty: 5277.205078
	Iteration 54Q: 3 clusters Score -7612422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 38079 members 
Entering Unmasked Estep 
Score: -7612421.000000 Penalty: 5277.205078
	Iteration 55Q: 3 clusters Score -7612421 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 38079 members 
Entering Unmasked Estep 
Score: -7612421.000000 Penalty: 5277.205078
	Iteration 56F: 3 clusters Score -7612421 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Entering Unmasked Estep 
Score: -8426488.000000 Penalty: 2660.068604
	Iteration 0F: 2 clusters Score -8426488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -8397185.000000 Penalty: 5320.137207
	Iteration 0F: 3 clusters Score -8397185 nChanged 21057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -8408526.000000 Penalty: 5320.137207
	Iteration 1F: 3 clusters Score -8408526 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -8408984.000000 Penalty: 5320.137207
	Iteration 2Q: 3 clusters Score -8408984 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22633 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -8409407.000000 Penalty: 5320.137207
	Iteration 3Q: 3 clusters Score -8409407 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -8409779.000000 Penalty: 5320.137207
	Iteration 4Q: 3 clusters Score -8409779 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -8410149.000000 Penalty: 5320.137207
	Iteration 5Q: 3 clusters Score -8410149 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -8410548.000000 Penalty: 5320.137207
	Iteration 6Q: 3 clusters Score -8410548 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -8411005.000000 Penalty: 5320.137207
	Iteration 7Q: 3 clusters Score -8411005 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -8411455.000000 Penalty: 5320.137207
	Iteration 8Q: 3 clusters Score -8411455 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 23481 members 
Entering Unmasked Estep 
Score: -8411979.000000 Penalty: 5320.137207
	Iteration 9Q: 3 clusters Score -8411979 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -8412493.000000 Penalty: 5320.137207
	Iteration 10Q: 3 clusters Score -8412493 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -8413153.000000 Penalty: 5320.137207
	Iteration 11Q: 3 clusters Score -8413153 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -8413947.000000 Penalty: 5320.137207
	Iteration 12Q: 3 clusters Score -8413947 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -8414880.000000 Penalty: 5320.137207
	Iteration 13Q: 3 clusters Score -8414880 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 26548 members 
Entering Unmasked Estep 
Score: -8415848.000000 Penalty: 5320.137207
	Iteration 14Q: 3 clusters Score -8415848 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 27349 members 
Entering Unmasked Estep 
Score: -8416948.000000 Penalty: 5320.137207
	Iteration 15Q: 3 clusters Score -8416948 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -8417836.000000 Penalty: 5320.137207
	Iteration 16Q: 3 clusters Score -8417836 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -8418424.000000 Penalty: 5320.137207
	Iteration 17Q: 3 clusters Score -8418424 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 28977 members 
Entering Unmasked Estep 
Score: -8418818.000000 Penalty: 5320.137207
	Iteration 18Q: 3 clusters Score -8418818 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 29399 members 
Entering Unmasked Estep 
Score: -8419021.000000 Penalty: 5320.137207
	Iteration 19Q: 3 clusters Score -8419021 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 29776 members 
Entering Unmasked Estep 
Score: -8419168.000000 Penalty: 5320.137207
	Iteration 20F: 3 clusters Score -8419168 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 30122 members 
Entering Unmasked Estep 
Score: -8419310.000000 Penalty: 5320.137207
	Iteration 21Q: 3 clusters Score -8419310 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 30480 members 
Entering Unmasked Estep 
Score: -8419420.000000 Penalty: 5320.137207
	Iteration 22Q: 3 clusters Score -8419420 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -8419551.000000 Penalty: 5320.137207
	Iteration 23Q: 3 clusters Score -8419551 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -8419679.000000 Penalty: 5320.137207
	Iteration 24Q: 3 clusters Score -8419679 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -8419811.000000 Penalty: 5320.137207
	Iteration 25Q: 3 clusters Score -8419811 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -8419970.000000 Penalty: 5320.137207
	Iteration 26Q: 3 clusters Score -8419970 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 32372 members 
Entering Unmasked Estep 
Score: -8420119.000000 Penalty: 5320.137207
	Iteration 27Q: 3 clusters Score -8420119 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -8420237.000000 Penalty: 5320.137207
	Iteration 28Q: 3 clusters Score -8420237 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -8420397.000000 Penalty: 5320.137207
	Iteration 29Q: 3 clusters Score -8420397 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -8420513.000000 Penalty: 5320.137207
	Iteration 30Q: 3 clusters Score -8420513 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -8420672.000000 Penalty: 5320.137207
	Iteration 31Q: 3 clusters Score -8420672 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -8420841.000000 Penalty: 5320.137207
	Iteration 32Q: 3 clusters Score -8420841 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -8421023.000000 Penalty: 5320.137207
	Iteration 33Q: 3 clusters Score -8421023 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 34850 members 
Entering Unmasked Estep 
Score: -8421254.000000 Penalty: 5320.137207
	Iteration 34Q: 3 clusters Score -8421254 nChanged 509
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 35229 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 35619 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8421710 nChanged 498
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 35989 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8421928 nChanged 527
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 36336 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8422180 nChanged 482
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Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8422465 nChanged 524
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Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8422729 nChanged 493
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Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 37217 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8422934 nChanged 465
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Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8423125 nChanged 445
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Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 37697 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8423719 nChanged 327
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Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8423786 nChanged 280
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Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8423872 nChanged 280
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Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8423914 nChanged 251
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Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8423960 nChanged 202
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8424033 nChanged 197
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8424057 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8424100 nChanged 169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8424109 nChanged 190
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
Score: -8424145.000000 Penalty: 5320.137207
	Iteration 55Q: 3 clusters Score -8424145 nChanged 164
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Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 39765 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8424159 nChanged 146
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Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 39887 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8424192 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8424227 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8424244 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8424253 nChanged 125
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 40327 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8424266 nChanged 128
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Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8424305 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 40570 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8424347 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 40695 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8424359 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 40840 members 
Entering Unmasked Estep 
Score: -8424335.000000 Penalty: 5320.137207
	Iteration 65Q: 3 clusters Score -8424335 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 40985 members 
Entering Unmasked Estep 
Score: -8424383.000000 Penalty: 5320.137207
	Iteration 66Q: 3 clusters Score -8424383 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8424407 nChanged 179
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Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 41303 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8424430 nChanged 179
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Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 41478 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8424456 nChanged 177
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Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 41813 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8424495 nChanged 185
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Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8424500 nChanged 184
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Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8424529 nChanged 190
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 42364 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8424543 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8424571 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 42687 members 
Entering Unmasked Estep 
Score: -8424605.000000 Penalty: 5320.137207
	Iteration 76Q: 3 clusters Score -8424605 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 42821 members 
Entering Unmasked Estep 
Score: -8424603.000000 Penalty: 5320.137207
	Iteration 77Q: 3 clusters Score -8424603 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 42954 members 
Entering Unmasked Estep 
Score: -8424619.000000 Penalty: 5320.137207
	Iteration 78Q: 3 clusters Score -8424619 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -8424608.000000 Penalty: 5320.137207
	Iteration 79Q: 3 clusters Score -8424608 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 43216 members 
Entering Unmasked Estep 
Score: -8424633.000000 Penalty: 5320.137207
	Iteration 80F: 3 clusters Score -8424633 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 43329 members 
Entering Unmasked Estep 
Score: -8424639.000000 Penalty: 5320.137207
	Iteration 81Q: 3 clusters Score -8424639 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 43433 members 
Entering Unmasked Estep 
Score: -8424645.000000 Penalty: 5320.137207
	Iteration 82Q: 3 clusters Score -8424645 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -8424655.000000 Penalty: 5320.137207
	Iteration 83Q: 3 clusters Score -8424655 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -8424682.000000 Penalty: 5320.137207
	Iteration 84Q: 3 clusters Score -8424682 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8424673 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 43748 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8424678 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8424687 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 43866 members 
Entering Unmasked Estep 
Score: -8424690.000000 Penalty: 5320.137207
	Iteration 88Q: 3 clusters Score -8424690 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 43912 members 
Entering Unmasked Estep 
Score: -8424712.000000 Penalty: 5320.137207
	Iteration 89Q: 3 clusters Score -8424712 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 43960 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8424712 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 43998 members 
Entering Unmasked Estep 
Score: -8424702.000000 Penalty: 5320.137207
	Iteration 91Q: 3 clusters Score -8424702 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 44028 members 
Entering Unmasked Estep 
Score: -8424700.000000 Penalty: 5320.137207
	Iteration 92Q: 3 clusters Score -8424700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 44046 members 
Entering Unmasked Estep 
Score: -8424685.000000 Penalty: 5320.137207
	Iteration 93Q: 3 clusters Score -8424685 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 44065 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8424687 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 44085 members 
Entering Unmasked Estep 
Score: -8424699.000000 Penalty: 5320.137207
	Iteration 95Q: 3 clusters Score -8424699 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 44104 members 
Entering Unmasked Estep 
Score: -8424697.000000 Penalty: 5320.137207
	Iteration 96Q: 3 clusters Score -8424697 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 44127 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8424698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 44142 members 
Entering Unmasked Estep 
Score: -8424694.000000 Penalty: 5320.137207
	Iteration 98Q: 3 clusters Score -8424694 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8424699 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 44176 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8424694 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8424684 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 44219 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8424677 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 44233 members 
Entering Unmasked Estep 
Score: -8424675.000000 Penalty: 5320.137207
	Iteration 103Q: 3 clusters Score -8424675 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8424667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -8424668.000000 Penalty: 5320.137207
	Iteration 105Q: 3 clusters Score -8424668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 44269 members 
Entering Unmasked Estep 
Score: -8424670.000000 Penalty: 5320.137207
	Iteration 106Q: 3 clusters Score -8424670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -8424673.000000 Penalty: 5320.137207
	Iteration 107Q: 3 clusters Score -8424673 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 44284 members 
Entering Unmasked Estep 
Score: -8424682.000000 Penalty: 5320.137207
	Iteration 108Q: 3 clusters Score -8424682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 44293 members 
Entering Unmasked Estep 
Score: -8424686.000000 Penalty: 5320.137207
	Iteration 109Q: 3 clusters Score -8424686 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8424681 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 44309 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8424684 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 44315 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8424685 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 44322 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8424693 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 44330 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8424695 nChanged 10
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Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 44340 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8424688 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8424691 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 44356 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8424686 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8424686 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 44362 members 
Entering Unmasked Estep 
Score: -8424679.000000 Penalty: 5320.137207
	Iteration 119Q: 3 clusters Score -8424679 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 44364 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8424686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 44365 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8424687 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 44366 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8424688 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 44367 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8424684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 44368 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8424692 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 44366 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8424688 nChanged 0
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Entering Unmasked Estep 
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	Iteration 126F: 3 clusters Score -8424688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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	Iteration 0F: 2 clusters Score -8181396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22095 members 
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Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -8153134 nChanged 20572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -8164200.500000 Penalty: 5307.201660
	Iteration 1F: 3 clusters Score -8164200 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -8164681.000000 Penalty: 5307.201660
	Iteration 2Q: 3 clusters Score -8164681 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -8165211.000000 Penalty: 5307.201660
	Iteration 3Q: 3 clusters Score -8165211 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -8165675.500000 Penalty: 5307.201660
	Iteration 4Q: 3 clusters Score -8165676 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18468 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -8166247.500000 Penalty: 5307.201660
	Iteration 5Q: 3 clusters Score -8166248 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -8167129.000000 Penalty: 5307.201660
	Iteration 6Q: 3 clusters Score -8167129 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 29622 members 
Entering Unmasked Estep 
Score: -8168469.000000 Penalty: 5307.201660
	Iteration 7F: 3 clusters Score -8168469 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 32259 members 
Entering Unmasked Estep 
Score: -8170386.000000 Penalty: 5307.201660
	Iteration 8F: 3 clusters Score -8170386 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -8172771.500000 Penalty: 5307.201660
	Iteration 9F: 3 clusters Score -8172772 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 38147 members 
Entering Unmasked Estep 
Score: -8175207.500000 Penalty: 5307.201660
	Iteration 10F: 3 clusters Score -8175208 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 40298 members 
Entering Unmasked Estep 
Score: -8176816.500000 Penalty: 5307.201660
	Iteration 11Q: 3 clusters Score -8176816 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 41681 members 
Entering Unmasked Estep 
Score: -8177953.000000 Penalty: 5307.201660
	Iteration 12Q: 3 clusters Score -8177953 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 42565 members 
Entering Unmasked Estep 
Score: -8178579.000000 Penalty: 5307.201660
	Iteration 13Q: 3 clusters Score -8178579 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -8178917.000000 Penalty: 5307.201660
	Iteration 14Q: 3 clusters Score -8178917 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
Score: -8179079.500000 Penalty: 5307.201660
	Iteration 15Q: 3 clusters Score -8179080 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -8179179.000000 Penalty: 5307.201660
	Iteration 16Q: 3 clusters Score -8179179 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 43546 members 
Entering Unmasked Estep 
Score: -8179227.500000 Penalty: 5307.201660
	Iteration 17Q: 3 clusters Score -8179228 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 43609 members 
Entering Unmasked Estep 
Score: -8179263.500000 Penalty: 5307.201660
	Iteration 18Q: 3 clusters Score -8179264 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 43662 members 
Entering Unmasked Estep 
Score: -8179286.000000 Penalty: 5307.201660
	Iteration 19Q: 3 clusters Score -8179286 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 43694 members 
Entering Unmasked Estep 
Score: -8179315.500000 Penalty: 5307.201660
	Iteration 20F: 3 clusters Score -8179316 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -8179317.500000 Penalty: 5307.201660
	Iteration 21Q: 3 clusters Score -8179318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -8179332.000000 Penalty: 5307.201660
	Iteration 22Q: 3 clusters Score -8179332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -8179332.000000 Penalty: 5307.201660
	Iteration 23Q: 3 clusters Score -8179332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -8179339.500000 Penalty: 5307.201660
	Iteration 24Q: 3 clusters Score -8179340 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -8179349.000000 Penalty: 5307.201660
	Iteration 25Q: 3 clusters Score -8179349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 43751 members 
Entering Unmasked Estep 
Score: -8179361.500000 Penalty: 5307.201660
	Iteration 26Q: 3 clusters Score -8179362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 43761 members 
Entering Unmasked Estep 
Score: -8179357.500000 Penalty: 5307.201660
	Iteration 27Q: 3 clusters Score -8179358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -8179365.500000 Penalty: 5307.201660
	Iteration 28Q: 3 clusters Score -8179366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 43775 members 
Entering Unmasked Estep 
Score: -8179379.000000 Penalty: 5307.201660
	Iteration 29Q: 3 clusters Score -8179379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -8179381.500000 Penalty: 5307.201660
	Iteration 30Q: 3 clusters Score -8179382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -8179377.500000 Penalty: 5307.201660
	Iteration 31Q: 3 clusters Score -8179378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -8179375.500000 Penalty: 5307.201660
	Iteration 32Q: 3 clusters Score -8179376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -8179385.500000 Penalty: 5307.201660
	Iteration 33Q: 3 clusters Score -8179386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 43802 members 
Entering Unmasked Estep 
Score: -8179392.000000 Penalty: 5307.201660
	Iteration 34Q: 3 clusters Score -8179392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 43805 members 
Entering Unmasked Estep 
Score: -8179388.000000 Penalty: 5307.201660
	Iteration 35Q: 3 clusters Score -8179388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 43807 members 
Entering Unmasked Estep 
Score: -8179388.000000 Penalty: 5307.201660
	Iteration 36Q: 3 clusters Score -8179388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -8179388.000000 Penalty: 5307.201660
	Iteration 37Q: 3 clusters Score -8179388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 43809 members 
Entering Unmasked Estep 
Score: -8179389.000000 Penalty: 5307.201660
	Iteration 38Q: 3 clusters Score -8179389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 43810 members 
Entering Unmasked Estep 
Score: -8179397.500000 Penalty: 5307.201660
	Iteration 39Q: 3 clusters Score -8179398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 43811 members 
Entering Unmasked Estep 
Score: -8179401.000000 Penalty: 5307.201660
	Iteration 40F: 3 clusters Score -8179401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 43812 members 
Entering Unmasked Estep 
Score: -8179397.500000 Penalty: 5307.201660
	Iteration 41Q: 3 clusters Score -8179398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 43813 members 
Entering Unmasked Estep 
Score: -8179401.000000 Penalty: 5307.201660
	Iteration 42Q: 3 clusters Score -8179401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 43814 members 
Entering Unmasked Estep 
Score: -8179401.000000 Penalty: 5307.201660
	Iteration 43Q: 3 clusters Score -8179401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 43814 members 
Entering Unmasked Estep 
Score: -8179401.000000 Penalty: 5307.201660
	Iteration 44F: 3 clusters Score -8179401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46986 members 
Entering Unmasked Estep 
Score: -8667555.000000 Penalty: 2667.885986
	Iteration 0F: 2 clusters Score -8667555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -8637757.000000 Penalty: 5335.771973
	Iteration 0F: 3 clusters Score -8637757 nChanged 21498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -8649320.000000 Penalty: 5335.771973
	Iteration 1F: 3 clusters Score -8649320 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -8649799.000000 Penalty: 5335.771973
	Iteration 2Q: 3 clusters Score -8649799 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 23344 members 
Entering Unmasked Estep 
Score: -8650175.000000 Penalty: 5335.771973
	Iteration 3Q: 3 clusters Score -8650175 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -8650570.000000 Penalty: 5335.771973
	Iteration 4Q: 3 clusters Score -8650570 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -8650899.000000 Penalty: 5335.771973
	Iteration 5Q: 3 clusters Score -8650899 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -8651205.000000 Penalty: 5335.771973
	Iteration 6Q: 3 clusters Score -8651205 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -8651472.000000 Penalty: 5335.771973
	Iteration 7Q: 3 clusters Score -8651472 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -8651824.000000 Penalty: 5335.771973
	Iteration 8Q: 3 clusters Score -8651824 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -8652180.000000 Penalty: 5335.771973
	Iteration 9Q: 3 clusters Score -8652180 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -8652552.000000 Penalty: 5335.771973
	Iteration 10Q: 3 clusters Score -8652552 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -8653127.000000 Penalty: 5335.771973
	Iteration 11Q: 3 clusters Score -8653127 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -8653857.000000 Penalty: 5335.771973
	Iteration 12Q: 3 clusters Score -8653857 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -8654748.000000 Penalty: 5335.771973
	Iteration 13Q: 3 clusters Score -8654748 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -8655805.000000 Penalty: 5335.771973
	Iteration 14Q: 3 clusters Score -8655805 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -8657092.000000 Penalty: 5335.771973
	Iteration 15Q: 3 clusters Score -8657092 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -8658203.000000 Penalty: 5335.771973
	Iteration 16Q: 3 clusters Score -8658203 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -8658996.000000 Penalty: 5335.771973
	Iteration 17Q: 3 clusters Score -8658996 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28443 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -8659439.000000 Penalty: 5335.771973
	Iteration 18Q: 3 clusters Score -8659439 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -8659688.000000 Penalty: 5335.771973
	Iteration 19Q: 3 clusters Score -8659688 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -8659870.000000 Penalty: 5335.771973
	Iteration 20F: 3 clusters Score -8659870 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29369 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -8659994.000000 Penalty: 5335.771973
	Iteration 21Q: 3 clusters Score -8659994 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -8660129.000000 Penalty: 5335.771973
	Iteration 22Q: 3 clusters Score -8660129 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -8660337.000000 Penalty: 5335.771973
	Iteration 23Q: 3 clusters Score -8660337 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -8660629.000000 Penalty: 5335.771973
	Iteration 24Q: 3 clusters Score -8660629 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -8660897.000000 Penalty: 5335.771973
	Iteration 25Q: 3 clusters Score -8660897 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -8661236.000000 Penalty: 5335.771973
	Iteration 26Q: 3 clusters Score -8661236 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -8661647.000000 Penalty: 5335.771973
	Iteration 27Q: 3 clusters Score -8661647 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -8662107.000000 Penalty: 5335.771973
	Iteration 28Q: 3 clusters Score -8662107 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -8662640.000000 Penalty: 5335.771973
	Iteration 29Q: 3 clusters Score -8662640 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31142 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -8663180.000000 Penalty: 5335.771973
	Iteration 30Q: 3 clusters Score -8663180 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -8663634.000000 Penalty: 5335.771973
	Iteration 31Q: 3 clusters Score -8663634 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -8663986.000000 Penalty: 5335.771973
	Iteration 32Q: 3 clusters Score -8663986 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -8664143.000000 Penalty: 5335.771973
	Iteration 33Q: 3 clusters Score -8664143 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -8664296.000000 Penalty: 5335.771973
	Iteration 34Q: 3 clusters Score -8664296 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -8664420.000000 Penalty: 5335.771973
	Iteration 35Q: 3 clusters Score -8664420 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -8664480.000000 Penalty: 5335.771973
	Iteration 36Q: 3 clusters Score -8664480 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -8664531.000000 Penalty: 5335.771973
	Iteration 37Q: 3 clusters Score -8664531 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -8664563.000000 Penalty: 5335.771973
	Iteration 38Q: 3 clusters Score -8664563 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -8664565.000000 Penalty: 5335.771973
	Iteration 39Q: 3 clusters Score -8664565 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -8664684.000000 Penalty: 5335.771973
	Iteration 40F: 3 clusters Score -8664684 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30166 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -8664701.000000 Penalty: 5335.771973
	Iteration 41Q: 3 clusters Score -8664701 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30057 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -8664707.000000 Penalty: 5335.771973
	Iteration 42Q: 3 clusters Score -8664707 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -8664725.000000 Penalty: 5335.771973
	Iteration 43Q: 3 clusters Score -8664725 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -8664717.000000 Penalty: 5335.771973
	Iteration 44Q: 3 clusters Score -8664717 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29734 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -8664722.000000 Penalty: 5335.771973
	Iteration 45Q: 3 clusters Score -8664722 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -8664697.000000 Penalty: 5335.771973
	Iteration 46Q: 3 clusters Score -8664697 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -8664685.000000 Penalty: 5335.771973
	Iteration 47Q: 3 clusters Score -8664685 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -8664707.000000 Penalty: 5335.771973
	Iteration 48Q: 3 clusters Score -8664707 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -8664698.000000 Penalty: 5335.771973
	Iteration 49Q: 3 clusters Score -8664698 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -8664710.000000 Penalty: 5335.771973
	Iteration 50Q: 3 clusters Score -8664710 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -8664691.000000 Penalty: 5335.771973
	Iteration 51Q: 3 clusters Score -8664691 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -8664707.000000 Penalty: 5335.771973
	Iteration 52Q: 3 clusters Score -8664707 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -8664725.000000 Penalty: 5335.771973
	Iteration 53Q: 3 clusters Score -8664725 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -8664721.000000 Penalty: 5335.771973
	Iteration 54Q: 3 clusters Score -8664721 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -8664732.000000 Penalty: 5335.771973
	Iteration 55Q: 3 clusters Score -8664732 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -8664729.000000 Penalty: 5335.771973
	Iteration 56Q: 3 clusters Score -8664729 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -8664732.000000 Penalty: 5335.771973
	Iteration 57Q: 3 clusters Score -8664732 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28885 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -8664720.000000 Penalty: 5335.771973
	Iteration 58Q: 3 clusters Score -8664720 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -8664711.000000 Penalty: 5335.771973
	Iteration 59Q: 3 clusters Score -8664711 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -8664696.000000 Penalty: 5335.771973
	Iteration 60F: 3 clusters Score -8664696 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28743 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -8664718.000000 Penalty: 5335.771973
	Iteration 61Q: 3 clusters Score -8664718 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -8664710.000000 Penalty: 5335.771973
	Iteration 62Q: 3 clusters Score -8664710 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -8664708.000000 Penalty: 5335.771973
	Iteration 63Q: 3 clusters Score -8664708 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -8664714.000000 Penalty: 5335.771973
	Iteration 64Q: 3 clusters Score -8664714 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -8664714.000000 Penalty: 5335.771973
	Iteration 65Q: 3 clusters Score -8664714 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -8664724.000000 Penalty: 5335.771973
	Iteration 66Q: 3 clusters Score -8664724 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -8664723.000000 Penalty: 5335.771973
	Iteration 67Q: 3 clusters Score -8664723 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -8664724.000000 Penalty: 5335.771973
	Iteration 68Q: 3 clusters Score -8664724 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -8664726.000000 Penalty: 5335.771973
	Iteration 69Q: 3 clusters Score -8664726 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28259 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -8664743.000000 Penalty: 5335.771973
	Iteration 70Q: 3 clusters Score -8664743 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28198 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -8664733.000000 Penalty: 5335.771973
	Iteration 71Q: 3 clusters Score -8664733 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -8664721.000000 Penalty: 5335.771973
	Iteration 72Q: 3 clusters Score -8664721 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -8664731.000000 Penalty: 5335.771973
	Iteration 73Q: 3 clusters Score -8664731 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -8664727.000000 Penalty: 5335.771973
	Iteration 74Q: 3 clusters Score -8664727 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -8664727.000000 Penalty: 5335.771973
	Iteration 75Q: 3 clusters Score -8664727 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27976 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -8664729.000000 Penalty: 5335.771973
	Iteration 76Q: 3 clusters Score -8664729 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -8664718.000000 Penalty: 5335.771973
	Iteration 77Q: 3 clusters Score -8664718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -8664716.000000 Penalty: 5335.771973
	Iteration 78Q: 3 clusters Score -8664716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -8664724.000000 Penalty: 5335.771973
	Iteration 79Q: 3 clusters Score -8664724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27878 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -8664719.000000 Penalty: 5335.771973
	Iteration 80F: 3 clusters Score -8664719 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -8664720.000000 Penalty: 5335.771973
	Iteration 81Q: 3 clusters Score -8664720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -8664720.000000 Penalty: 5335.771973
	Iteration 82Q: 3 clusters Score -8664720 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -8664723.000000 Penalty: 5335.771973
	Iteration 83Q: 3 clusters Score -8664723 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27786 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -8664712.000000 Penalty: 5335.771973
	Iteration 84Q: 3 clusters Score -8664712 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -8664735.000000 Penalty: 5335.771973
	Iteration 85Q: 3 clusters Score -8664735 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -8664731.000000 Penalty: 5335.771973
	Iteration 86Q: 3 clusters Score -8664731 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -8664728.000000 Penalty: 5335.771973
	Iteration 87Q: 3 clusters Score -8664728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27679 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -8664726.000000 Penalty: 5335.771973
	Iteration 88Q: 3 clusters Score -8664726 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -8664724.000000 Penalty: 5335.771973
	Iteration 89Q: 3 clusters Score -8664724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -8664725.000000 Penalty: 5335.771973
	Iteration 90Q: 3 clusters Score -8664725 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -8664725.000000 Penalty: 5335.771973
	Iteration 91Q: 3 clusters Score -8664725 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -8664716.000000 Penalty: 5335.771973
	Iteration 92Q: 3 clusters Score -8664716 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -8664732.000000 Penalty: 5335.771973
	Iteration 93Q: 3 clusters Score -8664732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -8664730.000000 Penalty: 5335.771973
	Iteration 94Q: 3 clusters Score -8664730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -8664725.000000 Penalty: 5335.771973
	Iteration 95Q: 3 clusters Score -8664725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -8664715.000000 Penalty: 5335.771973
	Iteration 96Q: 3 clusters Score -8664715 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -8664709.000000 Penalty: 5335.771973
	Iteration 97Q: 3 clusters Score -8664709 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -8664703.000000 Penalty: 5335.771973
	Iteration 98Q: 3 clusters Score -8664703 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -8664705.000000 Penalty: 5335.771973
	Iteration 99Q: 3 clusters Score -8664705 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -8664702.000000 Penalty: 5335.771973
	Iteration 100F: 3 clusters Score -8664702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27414 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -8664702.000000 Penalty: 5335.771973
	Iteration 101Q: 3 clusters Score -8664702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -8664712.000000 Penalty: 5335.771973
	Iteration 102Q: 3 clusters Score -8664712 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -8664711.000000 Penalty: 5335.771973
	Iteration 103Q: 3 clusters Score -8664711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -8664713.000000 Penalty: 5335.771973
	Iteration 104Q: 3 clusters Score -8664713 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -8664709.000000 Penalty: 5335.771973
	Iteration 105Q: 3 clusters Score -8664709 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -8664715.000000 Penalty: 5335.771973
	Iteration 106Q: 3 clusters Score -8664715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27299 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -8664712.000000 Penalty: 5335.771973
	Iteration 107Q: 3 clusters Score -8664712 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -8664711.000000 Penalty: 5335.771973
	Iteration 108Q: 3 clusters Score -8664711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -8664706.000000 Penalty: 5335.771973
	Iteration 109Q: 3 clusters Score -8664706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -8664710.000000 Penalty: 5335.771973
	Iteration 110Q: 3 clusters Score -8664710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -8664703.000000 Penalty: 5335.771973
	Iteration 111Q: 3 clusters Score -8664703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -8664713.000000 Penalty: 5335.771973
	Iteration 112Q: 3 clusters Score -8664713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -8664706.000000 Penalty: 5335.771973
	Iteration 113Q: 3 clusters Score -8664706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -8664720.000000 Penalty: 5335.771973
	Iteration 114Q: 3 clusters Score -8664720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -8664720.000000 Penalty: 5335.771973
	Iteration 115Q: 3 clusters Score -8664720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -8664717.000000 Penalty: 5335.771973
	Iteration 116Q: 3 clusters Score -8664717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -8664723.000000 Penalty: 5335.771973
	Iteration 117Q: 3 clusters Score -8664723 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -8664718.000000 Penalty: 5335.771973
	Iteration 118Q: 3 clusters Score -8664718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27206 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -8664722.000000 Penalty: 5335.771973
	Iteration 119Q: 3 clusters Score -8664722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -8664714.000000 Penalty: 5335.771973
	Iteration 120F: 3 clusters Score -8664714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27196 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -8664725.000000 Penalty: 5335.771973
	Iteration 121Q: 3 clusters Score -8664725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -8664720.000000 Penalty: 5335.771973
	Iteration 122Q: 3 clusters Score -8664720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -8664719.000000 Penalty: 5335.771973
	Iteration 123Q: 3 clusters Score -8664719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -8664722.000000 Penalty: 5335.771973
	Iteration 124Q: 3 clusters Score -8664722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -8664715.000000 Penalty: 5335.771973
	Iteration 125Q: 3 clusters Score -8664715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -8664712.000000 Penalty: 5335.771973
	Iteration 126Q: 3 clusters Score -8664712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -8664709.000000 Penalty: 5335.771973
	Iteration 127Q: 3 clusters Score -8664709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -8664709.000000 Penalty: 5335.771973
	Iteration 128F: 3 clusters Score -8664709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -83014.625000 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -83014.62 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 301 members 
Entering Unmasked Estep 
Score: -81538.843750 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -81538.84 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -81960.320312 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -81960.32 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -82196.968750 Penalty: 3151.767578
	Iteration 2F: 3 clusters Score -82196.97 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -82409.765625 Penalty: 3151.767578
	Iteration 3F: 3 clusters Score -82409.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -82504.546875 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -82504.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -82641.398438 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -82641.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -82736.773438 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -82736.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -82774.750000 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -82774.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -82786.703125 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -82786.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -82803.585938 Penalty: 3151.767578
	Iteration 9Q: 3 clusters Score -82803.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -82811.976562 Penalty: 3151.767578
	Iteration 10Q: 3 clusters Score -82811.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -82816.335938 Penalty: 3151.767578
	Iteration 11F: 3 clusters Score -82816.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -82822.796875 Penalty: 3151.767578
	Iteration 12Q: 3 clusters Score -82822.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -82822.796875 Penalty: 3151.767578
	Iteration 13F: 3 clusters Score -82822.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -23539.289062 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -23539.29 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 152 members 
Entering Unmasked Estep 
Score: -22348.554688 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -22348.55 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -22500.955078 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -22500.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -22570.669922 Penalty: 2838.898193
	Iteration 2F: 3 clusters Score -22570.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -22606.138672 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -22606.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -22637.857422 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -22637.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -22671.085938 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -22671.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -22680.000000 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -22680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -22693.101562 Penalty: 2838.898193
	Iteration 7Q: 3 clusters Score -22693.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -22694.281250 Penalty: 2838.898193
	Iteration 8Q: 3 clusters Score -22694.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -22695.234375 Penalty: 2838.898193
	Iteration 9Q: 3 clusters Score -22695.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -22695.234375 Penalty: 2838.898193
	Iteration 10F: 3 clusters Score -22695.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Entering Unmasked Estep 
Score: -195829.406250 Penalty: 1769.255249
	Iteration 0F: 2 clusters Score -195829.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -193820.078125 Penalty: 3538.510498
	Iteration 0F: 3 clusters Score -193820.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -194674.890625 Penalty: 3538.510498
	Iteration 1F: 3 clusters Score -194674.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -195141.484375 Penalty: 3538.510498
	Iteration 2F: 3 clusters Score -195141.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -195398.625000 Penalty: 3538.510498
	Iteration 3F: 3 clusters Score -195398.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -195536.906250 Penalty: 3538.510498
	Iteration 4Q: 3 clusters Score -195536.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -195600.031250 Penalty: 3538.510498
	Iteration 5Q: 3 clusters Score -195600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -195652.062500 Penalty: 3538.510498
	Iteration 6Q: 3 clusters Score -195652.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -195677.468750 Penalty: 3538.510498
	Iteration 7Q: 3 clusters Score -195677.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -195696.281250 Penalty: 3538.510498
	Iteration 8Q: 3 clusters Score -195696.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -195718.687500 Penalty: 3538.510498
	Iteration 9Q: 3 clusters Score -195718.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -195736.281250 Penalty: 3538.510498
	Iteration 10Q: 3 clusters Score -195736.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -195752.671875 Penalty: 3538.510498
	Iteration 11Q: 3 clusters Score -195752.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -195776.890625 Penalty: 3538.510498
	Iteration 12Q: 3 clusters Score -195776.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -195795.296875 Penalty: 3538.510498
	Iteration 13Q: 3 clusters Score -195795.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -195811.890625 Penalty: 3538.510498
	Iteration 14Q: 3 clusters Score -195811.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -195830.312500 Penalty: 3538.510498
	Iteration 15Q: 3 clusters Score -195830.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -195845.546875 Penalty: 3538.510498
	Iteration 16Q: 3 clusters Score -195845.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -195853.484375 Penalty: 3538.510498
	Iteration 17Q: 3 clusters Score -195853.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -195860.484375 Penalty: 3538.510498
	Iteration 18Q: 3 clusters Score -195860.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -195869.968750 Penalty: 3538.510498
	Iteration 19Q: 3 clusters Score -195870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -195877.515625 Penalty: 3538.510498
	Iteration 20F: 3 clusters Score -195877.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -195885.062500 Penalty: 3538.510498
	Iteration 21Q: 3 clusters Score -195885.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -195889.125000 Penalty: 3538.510498
	Iteration 22Q: 3 clusters Score -195889.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -195892.875000 Penalty: 3538.510498
	Iteration 23Q: 3 clusters Score -195892.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -195895.781250 Penalty: 3538.510498
	Iteration 24Q: 3 clusters Score -195895.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -195901.187500 Penalty: 3538.510498
	Iteration 25Q: 3 clusters Score -195901.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -195906.281250 Penalty: 3538.510498
	Iteration 26Q: 3 clusters Score -195906.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -195909.687500 Penalty: 3538.510498
	Iteration 27Q: 3 clusters Score -195909.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -195911.750000 Penalty: 3538.510498
	Iteration 28Q: 3 clusters Score -195911.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -195914.437500 Penalty: 3538.510498
	Iteration 29Q: 3 clusters Score -195914.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -195919.234375 Penalty: 3538.510498
	Iteration 30Q: 3 clusters Score -195919.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -195919.234375 Penalty: 3538.510498
	Iteration 31F: 3 clusters Score -195919.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 37022 members 
Mstep: Class 3 contains 41753 members 
Mstep: Class 4 contains 45528 members 
Mstep: Class 5 contains 44356 members 
Mstep: Class 6 contains 46986 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 758 members 
Mstep: Class 10 contains 47617 members 
Mstep: Class 11 contains 45804 members 
Mstep: Class 12 contains 49753 members 
Mstep: Class 13 contains 48219 members 
Mstep: Class 14 contains 43391 members 
Mstep: Class 15 contains 25840 members 
Mstep: Class 16 contains 43312 members 
Mstep: Class 17 contains 47330 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 37139 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1214 members 
Mstep: Class 24 contains 496 members 
Entering Unmasked Estep 
Score: -111228296.000000 Penalty: 79364.328125
Splitting cluster 9 changes total score from -111229576.000000 to -111228296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (47617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Entering Unmasked Estep 
Score: -8745220.000000 Penalty: 2671.194580
	Iteration 0F: 2 clusters Score -8745220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -8714891.000000 Penalty: 5342.389160
	Iteration 0F: 3 clusters Score -8714891 nChanged 22069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -8727036.000000 Penalty: 5342.389160
	Iteration 1F: 3 clusters Score -8727036 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -8727424.000000 Penalty: 5342.389160
	Iteration 2Q: 3 clusters Score -8727424 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 25404 members 
Entering Unmasked Estep 
Score: -8727898.000000 Penalty: 5342.389160
	Iteration 3Q: 3 clusters Score -8727898 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -8728321.000000 Penalty: 5342.389160
	Iteration 4Q: 3 clusters Score -8728321 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -8728955.000000 Penalty: 5342.389160
	Iteration 5Q: 3 clusters Score -8728955 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -8729758.000000 Penalty: 5342.389160
	Iteration 6Q: 3 clusters Score -8729758 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 31174 members 
Entering Unmasked Estep 
Score: -8730988.000000 Penalty: 5342.389160
	Iteration 7Q: 3 clusters Score -8730988 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -8732893.000000 Penalty: 5342.389160
	Iteration 8F: 3 clusters Score -8732893 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -8735486.000000 Penalty: 5342.389160
	Iteration 9F: 3 clusters Score -8735486 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -8738396.000000 Penalty: 5342.389160
	Iteration 10F: 3 clusters Score -8738396 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 43660 members 
Entering Unmasked Estep 
Score: -8740452.000000 Penalty: 5342.389160
	Iteration 11F: 3 clusters Score -8740452 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 45453 members 
Entering Unmasked Estep 
Score: -8741735.000000 Penalty: 5342.389160
	Iteration 12Q: 3 clusters Score -8741735 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 46397 members 
Entering Unmasked Estep 
Score: -8742360.000000 Penalty: 5342.389160
	Iteration 13Q: 3 clusters Score -8742360 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 46831 members 
Entering Unmasked Estep 
Score: -8742618.000000 Penalty: 5342.389160
	Iteration 14Q: 3 clusters Score -8742618 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -8742737.000000 Penalty: 5342.389160
	Iteration 15Q: 3 clusters Score -8742737 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 47137 members 
Entering Unmasked Estep 
Score: -8742816.000000 Penalty: 5342.389160
	Iteration 16Q: 3 clusters Score -8742816 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 47191 members 
Entering Unmasked Estep 
Score: -8742877.000000 Penalty: 5342.389160
	Iteration 17Q: 3 clusters Score -8742877 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 47228 members 
Entering Unmasked Estep 
Score: -8742914.000000 Penalty: 5342.389160
	Iteration 18Q: 3 clusters Score -8742914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 47243 members 
Entering Unmasked Estep 
Score: -8742955.000000 Penalty: 5342.389160
	Iteration 19Q: 3 clusters Score -8742955 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 47262 members 
Entering Unmasked Estep 
Score: -8742976.000000 Penalty: 5342.389160
	Iteration 20F: 3 clusters Score -8742976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 47270 members 
Entering Unmasked Estep 
Score: -8742983.000000 Penalty: 5342.389160
	Iteration 21Q: 3 clusters Score -8742983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 47273 members 
Entering Unmasked Estep 
Score: -8742986.000000 Penalty: 5342.389160
	Iteration 22Q: 3 clusters Score -8742986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 47275 members 
Entering Unmasked Estep 
Score: -8742988.000000 Penalty: 5342.389160
	Iteration 23Q: 3 clusters Score -8742988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 47277 members 
Entering Unmasked Estep 
Score: -8742988.000000 Penalty: 5342.389160
	Iteration 24Q: 3 clusters Score -8742988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 47277 members 
Entering Unmasked Estep 
Score: -8742988.000000 Penalty: 5342.389160
	Iteration 25F: 3 clusters Score -8742988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (45804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45804 members 
Entering Unmasked Estep 
Score: -8301464.500000 Penalty: 2661.567383
	Iteration 0F: 2 clusters Score -8301464 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -8271385.000000 Penalty: 5323.134766
	Iteration 0F: 3 clusters Score -8271385 nChanged 21036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22949 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -8282745.500000 Penalty: 5323.134766
	Iteration 1F: 3 clusters Score -8282746 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -8283192.000000 Penalty: 5323.134766
	Iteration 2Q: 3 clusters Score -8283192 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -8283581.500000 Penalty: 5323.134766
	Iteration 3Q: 3 clusters Score -8283582 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -8283919.000000 Penalty: 5323.134766
	Iteration 4Q: 3 clusters Score -8283919 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -8284327.500000 Penalty: 5323.134766
	Iteration 5Q: 3 clusters Score -8284328 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -8284637.000000 Penalty: 5323.134766
	Iteration 6Q: 3 clusters Score -8284637 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -8285088.000000 Penalty: 5323.134766
	Iteration 7Q: 3 clusters Score -8285088 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 26467 members 
Entering Unmasked Estep 
Score: -8285710.500000 Penalty: 5323.134766
	Iteration 8Q: 3 clusters Score -8285710 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 27950 members 
Entering Unmasked Estep 
Score: -8286685.500000 Penalty: 5323.134766
	Iteration 9Q: 3 clusters Score -8286686 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 29843 members 
Entering Unmasked Estep 
Score: -8288134.000000 Penalty: 5323.134766
	Iteration 10F: 3 clusters Score -8288134 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -8290155.500000 Penalty: 5323.134766
	Iteration 11F: 3 clusters Score -8290156 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -8292277.000000 Penalty: 5323.134766
	Iteration 12F: 3 clusters Score -8292277 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 35995 members 
Entering Unmasked Estep 
Score: -8294290.000000 Penalty: 5323.134766
	Iteration 13F: 3 clusters Score -8294290 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -8296004.000000 Penalty: 5323.134766
	Iteration 14Q: 3 clusters Score -8296004 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -8297232.000000 Penalty: 5323.134766
	Iteration 15Q: 3 clusters Score -8297232 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 38275 members 
Entering Unmasked Estep 
Score: -8298174.500000 Penalty: 5323.134766
	Iteration 16Q: 3 clusters Score -8298174 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -8298999.000000 Penalty: 5323.134766
	Iteration 17Q: 3 clusters Score -8298999 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -8299567.500000 Penalty: 5323.134766
	Iteration 18Q: 3 clusters Score -8299568 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 38948 members 
Entering Unmasked Estep 
Score: -8299945.000000 Penalty: 5323.134766
	Iteration 19Q: 3 clusters Score -8299945 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 39000 members 
Entering Unmasked Estep 
Score: -8300198.000000 Penalty: 5323.134766
	Iteration 20F: 3 clusters Score -8300198 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 39030 members 
Entering Unmasked Estep 
Score: -8300284.000000 Penalty: 5323.134766
	Iteration 21Q: 3 clusters Score -8300284 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 39055 members 
Entering Unmasked Estep 
Score: -8300346.500000 Penalty: 5323.134766
	Iteration 22Q: 3 clusters Score -8300346 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -8300404.000000 Penalty: 5323.134766
	Iteration 23Q: 3 clusters Score -8300404 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -8300428.500000 Penalty: 5323.134766
	Iteration 24Q: 3 clusters Score -8300428 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 39088 members 
Entering Unmasked Estep 
Score: -8300416.000000 Penalty: 5323.134766
	Iteration 25Q: 3 clusters Score -8300416 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 39103 members 
Entering Unmasked Estep 
Score: -8300434.500000 Penalty: 5323.134766
	Iteration 26Q: 3 clusters Score -8300434 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -8300445.500000 Penalty: 5323.134766
	Iteration 27Q: 3 clusters Score -8300446 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -8300463.500000 Penalty: 5323.134766
	Iteration 28Q: 3 clusters Score -8300464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 39125 members 
Entering Unmasked Estep 
Score: -8300470.000000 Penalty: 5323.134766
	Iteration 29Q: 3 clusters Score -8300470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 39128 members 
Entering Unmasked Estep 
Score: -8300460.500000 Penalty: 5323.134766
	Iteration 30Q: 3 clusters Score -8300460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
Score: -8300470.000000 Penalty: 5323.134766
	Iteration 31Q: 3 clusters Score -8300470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -8300469.500000 Penalty: 5323.134766
	Iteration 32Q: 3 clusters Score -8300470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -8300479.500000 Penalty: 5323.134766
	Iteration 33Q: 3 clusters Score -8300480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 39137 members 
Entering Unmasked Estep 
Score: -8300476.000000 Penalty: 5323.134766
	Iteration 34Q: 3 clusters Score -8300476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -8300478.500000 Penalty: 5323.134766
	Iteration 35Q: 3 clusters Score -8300478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 39140 members 
Entering Unmasked Estep 
Score: -8300483.500000 Penalty: 5323.134766
	Iteration 36Q: 3 clusters Score -8300484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 39140 members 
Entering Unmasked Estep 
Score: -8300483.500000 Penalty: 5323.134766
	Iteration 37F: 3 clusters Score -8300484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (49753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49753 members 
Entering Unmasked Estep 
Score: -9160544.000000 Penalty: 2682.076904
	Iteration 0F: 2 clusters Score -9160544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -9129756.000000 Penalty: 5364.153809
	Iteration 0F: 3 clusters Score -9129756 nChanged 23108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -9142357.000000 Penalty: 5364.153809
	Iteration 1F: 3 clusters Score -9142357 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -9142883.000000 Penalty: 5364.153809
	Iteration 2Q: 3 clusters Score -9142883 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -9143329.000000 Penalty: 5364.153809
	Iteration 3Q: 3 clusters Score -9143329 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -9143656.000000 Penalty: 5364.153809
	Iteration 4Q: 3 clusters Score -9143656 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -9143980.000000 Penalty: 5364.153809
	Iteration 5Q: 3 clusters Score -9143980 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -9144372.000000 Penalty: 5364.153809
	Iteration 6Q: 3 clusters Score -9144372 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -9144824.000000 Penalty: 5364.153809
	Iteration 7Q: 3 clusters Score -9144824 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -9145532.000000 Penalty: 5364.153809
	Iteration 8Q: 3 clusters Score -9145532 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -9146758.000000 Penalty: 5364.153809
	Iteration 9Q: 3 clusters Score -9146758 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -9148328.000000 Penalty: 5364.153809
	Iteration 10F: 3 clusters Score -9148328 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -9150479.000000 Penalty: 5364.153809
	Iteration 11F: 3 clusters Score -9150479 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -9152629.000000 Penalty: 5364.153809
	Iteration 12F: 3 clusters Score -9152629 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
Score: -9154255.000000 Penalty: 5364.153809
	Iteration 13Q: 3 clusters Score -9154255 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 42504 members 
Entering Unmasked Estep 
Score: -9155217.000000 Penalty: 5364.153809
	Iteration 14Q: 3 clusters Score -9155217 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -9155812.000000 Penalty: 5364.153809
	Iteration 15Q: 3 clusters Score -9155812 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 44164 members 
Entering Unmasked Estep 
Score: -9156320.000000 Penalty: 5364.153809
	Iteration 16Q: 3 clusters Score -9156320 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 44798 members 
Entering Unmasked Estep 
Score: -9156710.000000 Penalty: 5364.153809
	Iteration 17Q: 3 clusters Score -9156710 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 45359 members 
Entering Unmasked Estep 
Score: -9156975.000000 Penalty: 5364.153809
	Iteration 18Q: 3 clusters Score -9156975 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 45842 members 
Entering Unmasked Estep 
Score: -9157125.000000 Penalty: 5364.153809
	Iteration 19Q: 3 clusters Score -9157125 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 46260 members 
Entering Unmasked Estep 
Score: -9157263.000000 Penalty: 5364.153809
	Iteration 20F: 3 clusters Score -9157263 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 46639 members 
Entering Unmasked Estep 
Score: -9157414.000000 Penalty: 5364.153809
	Iteration 21Q: 3 clusters Score -9157414 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -9157502.000000 Penalty: 5364.153809
	Iteration 22Q: 3 clusters Score -9157502 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 47297 members 
Entering Unmasked Estep 
Score: -9157646.000000 Penalty: 5364.153809
	Iteration 23Q: 3 clusters Score -9157646 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 47574 members 
Entering Unmasked Estep 
Score: -9157774.000000 Penalty: 5364.153809
	Iteration 24Q: 3 clusters Score -9157774 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 47813 members 
Entering Unmasked Estep 
Score: -9157885.000000 Penalty: 5364.153809
	Iteration 25Q: 3 clusters Score -9157885 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 48016 members 
Entering Unmasked Estep 
Score: -9157942.000000 Penalty: 5364.153809
	Iteration 26Q: 3 clusters Score -9157942 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 48176 members 
Entering Unmasked Estep 
Score: -9157995.000000 Penalty: 5364.153809
	Iteration 27Q: 3 clusters Score -9157995 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 48290 members 
Entering Unmasked Estep 
Score: -9158033.000000 Penalty: 5364.153809
	Iteration 28Q: 3 clusters Score -9158033 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 48375 members 
Entering Unmasked Estep 
Score: -9158081.000000 Penalty: 5364.153809
	Iteration 29Q: 3 clusters Score -9158081 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 48445 members 
Entering Unmasked Estep 
Score: -9158118.000000 Penalty: 5364.153809
	Iteration 30Q: 3 clusters Score -9158118 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 48505 members 
Entering Unmasked Estep 
Score: -9158141.000000 Penalty: 5364.153809
	Iteration 31Q: 3 clusters Score -9158141 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
Score: -9158157.000000 Penalty: 5364.153809
	Iteration 32Q: 3 clusters Score -9158157 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 48590 members 
Entering Unmasked Estep 
Score: -9158175.000000 Penalty: 5364.153809
	Iteration 33Q: 3 clusters Score -9158175 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 48630 members 
Entering Unmasked Estep 
Score: -9158178.000000 Penalty: 5364.153809
	Iteration 34Q: 3 clusters Score -9158178 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 48660 members 
Entering Unmasked Estep 
Score: -9158203.000000 Penalty: 5364.153809
	Iteration 35Q: 3 clusters Score -9158203 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 48687 members 
Entering Unmasked Estep 
Score: -9158223.000000 Penalty: 5364.153809
	Iteration 36Q: 3 clusters Score -9158223 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 48702 members 
Entering Unmasked Estep 
Score: -9158235.000000 Penalty: 5364.153809
	Iteration 37Q: 3 clusters Score -9158235 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 48722 members 
Entering Unmasked Estep 
Score: -9158244.000000 Penalty: 5364.153809
	Iteration 38Q: 3 clusters Score -9158244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 48739 members 
Entering Unmasked Estep 
Score: -9158253.000000 Penalty: 5364.153809
	Iteration 39Q: 3 clusters Score -9158253 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 48750 members 
Entering Unmasked Estep 
Score: -9158258.000000 Penalty: 5364.153809
	Iteration 40F: 3 clusters Score -9158258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 48761 members 
Entering Unmasked Estep 
Score: -9158264.000000 Penalty: 5364.153809
	Iteration 41Q: 3 clusters Score -9158264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 48772 members 
Entering Unmasked Estep 
Score: -9158284.000000 Penalty: 5364.153809
	Iteration 42Q: 3 clusters Score -9158284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 48780 members 
Entering Unmasked Estep 
Score: -9158272.000000 Penalty: 5364.153809
	Iteration 43Q: 3 clusters Score -9158272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 48788 members 
Entering Unmasked Estep 
Score: -9158268.000000 Penalty: 5364.153809
	Iteration 44Q: 3 clusters Score -9158268 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 48796 members 
Entering Unmasked Estep 
Score: -9158272.000000 Penalty: 5364.153809
	Iteration 45Q: 3 clusters Score -9158272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 48800 members 
Entering Unmasked Estep 
Score: -9158270.000000 Penalty: 5364.153809
	Iteration 46Q: 3 clusters Score -9158270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 48808 members 
Entering Unmasked Estep 
Score: -9158271.000000 Penalty: 5364.153809
	Iteration 47Q: 3 clusters Score -9158271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -9158286.000000 Penalty: 5364.153809
	Iteration 48Q: 3 clusters Score -9158286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 48836 members 
Entering Unmasked Estep 
Score: -9158286.000000 Penalty: 5364.153809
	Iteration 49Q: 3 clusters Score -9158286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 48847 members 
Entering Unmasked Estep 
Score: -9158289.000000 Penalty: 5364.153809
	Iteration 50Q: 3 clusters Score -9158289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 48858 members 
Entering Unmasked Estep 
Score: -9158284.000000 Penalty: 5364.153809
	Iteration 51Q: 3 clusters Score -9158284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
Score: -9158286.000000 Penalty: 5364.153809
	Iteration 52Q: 3 clusters Score -9158286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 48873 members 
Entering Unmasked Estep 
Score: -9158293.000000 Penalty: 5364.153809
	Iteration 53Q: 3 clusters Score -9158293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 48884 members 
Entering Unmasked Estep 
Score: -9158298.000000 Penalty: 5364.153809
	Iteration 54Q: 3 clusters Score -9158298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 48898 members 
Entering Unmasked Estep 
Score: -9158297.000000 Penalty: 5364.153809
	Iteration 55Q: 3 clusters Score -9158297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 48909 members 
Entering Unmasked Estep 
Score: -9158293.000000 Penalty: 5364.153809
	Iteration 56Q: 3 clusters Score -9158293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 48913 members 
Entering Unmasked Estep 
Score: -9158296.000000 Penalty: 5364.153809
	Iteration 57Q: 3 clusters Score -9158296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 48919 members 
Entering Unmasked Estep 
Score: -9158307.000000 Penalty: 5364.153809
	Iteration 58Q: 3 clusters Score -9158307 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 48924 members 
Entering Unmasked Estep 
Score: -9158306.000000 Penalty: 5364.153809
	Iteration 59Q: 3 clusters Score -9158306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 48929 members 
Entering Unmasked Estep 
Score: -9158315.000000 Penalty: 5364.153809
	Iteration 60F: 3 clusters Score -9158315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 48934 members 
Entering Unmasked Estep 
Score: -9158315.000000 Penalty: 5364.153809
	Iteration 61Q: 3 clusters Score -9158315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 48938 members 
Entering Unmasked Estep 
Score: -9158321.000000 Penalty: 5364.153809
	Iteration 62Q: 3 clusters Score -9158321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 48939 members 
Entering Unmasked Estep 
Score: -9158314.000000 Penalty: 5364.153809
	Iteration 63Q: 3 clusters Score -9158314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 48941 members 
Entering Unmasked Estep 
Score: -9158313.000000 Penalty: 5364.153809
	Iteration 64Q: 3 clusters Score -9158313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 48943 members 
Entering Unmasked Estep 
Score: -9158314.000000 Penalty: 5364.153809
	Iteration 65Q: 3 clusters Score -9158314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 48945 members 
Entering Unmasked Estep 
Score: -9158314.000000 Penalty: 5364.153809
	Iteration 66Q: 3 clusters Score -9158314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 48947 members 
Entering Unmasked Estep 
Score: -9158318.000000 Penalty: 5364.153809
	Iteration 67Q: 3 clusters Score -9158318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 48947 members 
Entering Unmasked Estep 
Score: -9158318.000000 Penalty: 5364.153809
	Iteration 68F: 3 clusters Score -9158318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (48219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48219 members 
Entering Unmasked Estep 
Score: -8905938.000000 Penalty: 2674.310059
	Iteration 0F: 2 clusters Score -8905938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -8876708.000000 Penalty: 5348.620117
	Iteration 0F: 3 clusters Score -8876708 nChanged 22309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -8888823.000000 Penalty: 5348.620117
	Iteration 1F: 3 clusters Score -8888823 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -8889395.000000 Penalty: 5348.620117
	Iteration 2Q: 3 clusters Score -8889395 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -8889887.000000 Penalty: 5348.620117
	Iteration 3Q: 3 clusters Score -8889887 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -8890393.000000 Penalty: 5348.620117
	Iteration 4Q: 3 clusters Score -8890393 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -8890888.000000 Penalty: 5348.620117
	Iteration 5Q: 3 clusters Score -8890888 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -8891455.000000 Penalty: 5348.620117
	Iteration 6Q: 3 clusters Score -8891455 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -8892154.000000 Penalty: 5348.620117
	Iteration 7Q: 3 clusters Score -8892154 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -8893222.000000 Penalty: 5348.620117
	Iteration 8Q: 3 clusters Score -8893222 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -8894470.000000 Penalty: 5348.620117
	Iteration 9F: 3 clusters Score -8894470 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -8896170.000000 Penalty: 5348.620117
	Iteration 10F: 3 clusters Score -8896170 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 37252 members 
Entering Unmasked Estep 
Score: -8898138.000000 Penalty: 5348.620117
	Iteration 11F: 3 clusters Score -8898138 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 40091 members 
Entering Unmasked Estep 
Score: -8900352.000000 Penalty: 5348.620117
	Iteration 12F: 3 clusters Score -8900352 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -8902132.000000 Penalty: 5348.620117
	Iteration 13F: 3 clusters Score -8902132 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -8903014.000000 Penalty: 5348.620117
	Iteration 14Q: 3 clusters Score -8903014 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 46095 members 
Entering Unmasked Estep 
Score: -8903411.000000 Penalty: 5348.620117
	Iteration 15Q: 3 clusters Score -8903411 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 46901 members 
Entering Unmasked Estep 
Score: -8903544.000000 Penalty: 5348.620117
	Iteration 16Q: 3 clusters Score -8903544 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 47357 members 
Entering Unmasked Estep 
Score: -8903641.000000 Penalty: 5348.620117
	Iteration 17Q: 3 clusters Score -8903641 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 47566 members 
Entering Unmasked Estep 
Score: -8903673.000000 Penalty: 5348.620117
	Iteration 18Q: 3 clusters Score -8903673 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 47687 members 
Entering Unmasked Estep 
Score: -8903684.000000 Penalty: 5348.620117
	Iteration 19Q: 3 clusters Score -8903684 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 47754 members 
Entering Unmasked Estep 
Score: -8903734.000000 Penalty: 5348.620117
	Iteration 20F: 3 clusters Score -8903734 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 47785 members 
Entering Unmasked Estep 
Score: -8903761.000000 Penalty: 5348.620117
	Iteration 21Q: 3 clusters Score -8903761 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 47811 members 
Entering Unmasked Estep 
Score: -8903792.000000 Penalty: 5348.620117
	Iteration 22Q: 3 clusters Score -8903792 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 47833 members 
Entering Unmasked Estep 
Score: -8903797.000000 Penalty: 5348.620117
	Iteration 23Q: 3 clusters Score -8903797 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 47848 members 
Entering Unmasked Estep 
Score: -8903814.000000 Penalty: 5348.620117
	Iteration 24Q: 3 clusters Score -8903814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 47857 members 
Entering Unmasked Estep 
Score: -8903805.000000 Penalty: 5348.620117
	Iteration 25Q: 3 clusters Score -8903805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 47861 members 
Entering Unmasked Estep 
Score: -8903810.000000 Penalty: 5348.620117
	Iteration 26Q: 3 clusters Score -8903810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 47866 members 
Entering Unmasked Estep 
Score: -8903817.000000 Penalty: 5348.620117
	Iteration 27Q: 3 clusters Score -8903817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 47866 members 
Entering Unmasked Estep 
Score: -8903822.000000 Penalty: 5348.620117
	Iteration 28Q: 3 clusters Score -8903822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 47867 members 
Entering Unmasked Estep 
Score: -8903815.000000 Penalty: 5348.620117
	Iteration 29Q: 3 clusters Score -8903815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 47867 members 
Entering Unmasked Estep 
Score: -8903817.000000 Penalty: 5348.620117
	Iteration 30Q: 3 clusters Score -8903817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 47872 members 
Entering Unmasked Estep 
Score: -8903815.000000 Penalty: 5348.620117
	Iteration 31Q: 3 clusters Score -8903815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 47874 members 
Entering Unmasked Estep 
Score: -8903827.000000 Penalty: 5348.620117
	Iteration 32Q: 3 clusters Score -8903827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 47874 members 
Entering Unmasked Estep 
Score: -8903827.000000 Penalty: 5348.620117
	Iteration 33F: 3 clusters Score -8903827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (43391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43391 members 
Entering Unmasked Estep 
Score: -7884151.000000 Penalty: 2648.145752
	Iteration 0F: 2 clusters Score -7884151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -7854993.500000 Penalty: 5296.291504
	Iteration 0F: 3 clusters Score -7854994 nChanged 19945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -7865735.000000 Penalty: 5296.291504
	Iteration 1F: 3 clusters Score -7865735 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -7866232.500000 Penalty: 5296.291504
	Iteration 2Q: 3 clusters Score -7866232 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -7866774.000000 Penalty: 5296.291504
	Iteration 3Q: 3 clusters Score -7866774 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -7867557.500000 Penalty: 5296.291504
	Iteration 4Q: 3 clusters Score -7867558 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -7868773.000000 Penalty: 5296.291504
	Iteration 5F: 3 clusters Score -7868773 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -7870931.500000 Penalty: 5296.291504
	Iteration 6F: 3 clusters Score -7870932 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -7874032.500000 Penalty: 5296.291504
	Iteration 7F: 3 clusters Score -7874032 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -7877098.500000 Penalty: 5296.291504
	Iteration 8F: 3 clusters Score -7877098 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -7879494.500000 Penalty: 5296.291504
	Iteration 9F: 3 clusters Score -7879494 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -7880878.500000 Penalty: 5296.291504
	Iteration 10Q: 3 clusters Score -7880878 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -7881654.000000 Penalty: 5296.291504
	Iteration 11Q: 3 clusters Score -7881654 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -7881988.000000 Penalty: 5296.291504
	Iteration 12Q: 3 clusters Score -7881988 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 41689 members 
Entering Unmasked Estep 
Score: -7882120.000000 Penalty: 5296.291504
	Iteration 13Q: 3 clusters Score -7882120 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -7882187.500000 Penalty: 5296.291504
	Iteration 14Q: 3 clusters Score -7882188 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
Score: -7882204.500000 Penalty: 5296.291504
	Iteration 15Q: 3 clusters Score -7882204 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -7882228.000000 Penalty: 5296.291504
	Iteration 16Q: 3 clusters Score -7882228 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 41798 members 
Entering Unmasked Estep 
Score: -7882226.500000 Penalty: 5296.291504
	Iteration 17Q: 3 clusters Score -7882226 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 41809 members 
Entering Unmasked Estep 
Score: -7882238.500000 Penalty: 5296.291504
	Iteration 18Q: 3 clusters Score -7882238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -7882245.500000 Penalty: 5296.291504
	Iteration 19Q: 3 clusters Score -7882246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 41822 members 
Entering Unmasked Estep 
Score: -7882241.000000 Penalty: 5296.291504
	Iteration 20F: 3 clusters Score -7882241 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 41828 members 
Entering Unmasked Estep 
Score: -7882245.500000 Penalty: 5296.291504
	Iteration 21Q: 3 clusters Score -7882246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -7882258.000000 Penalty: 5296.291504
	Iteration 22Q: 3 clusters Score -7882258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 41845 members 
Entering Unmasked Estep 
Score: -7882252.000000 Penalty: 5296.291504
	Iteration 23Q: 3 clusters Score -7882252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -7882252.000000 Penalty: 5296.291504
	Iteration 24Q: 3 clusters Score -7882252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -7882251.500000 Penalty: 5296.291504
	Iteration 25Q: 3 clusters Score -7882252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -7882254.500000 Penalty: 5296.291504
	Iteration 26Q: 3 clusters Score -7882254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -7882255.500000 Penalty: 5296.291504
	Iteration 27Q: 3 clusters Score -7882256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -7882263.000000 Penalty: 5296.291504
	Iteration 28Q: 3 clusters Score -7882263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -7882261.000000 Penalty: 5296.291504
	Iteration 29Q: 3 clusters Score -7882261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 41858 members 
Entering Unmasked Estep 
Score: -7882261.500000 Penalty: 5296.291504
	Iteration 30Q: 3 clusters Score -7882262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -7882258.500000 Penalty: 5296.291504
	Iteration 31Q: 3 clusters Score -7882258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 41860 members 
Entering Unmasked Estep 
Score: -7882260.500000 Penalty: 5296.291504
	Iteration 32Q: 3 clusters Score -7882260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 41860 members 
Entering Unmasked Estep 
Score: -7882260.500000 Penalty: 5296.291504
	Iteration 33Q: 3 clusters Score -7882260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 41860 members 
Entering Unmasked Estep 
Score: -7882260.500000 Penalty: 5296.291504
	Iteration 34F: 3 clusters Score -7882260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Entering Unmasked Estep 
Score: -4592112.000000 Penalty: 2519.600586
	Iteration 0F: 2 clusters Score -4592112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -4574207.500000 Penalty: 5039.201172
	Iteration 0F: 3 clusters Score -4574208 nChanged 11547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -4580331.000000 Penalty: 5039.201172
	Iteration 1F: 3 clusters Score -4580331 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -4580759.500000 Penalty: 5039.201172
	Iteration 2Q: 3 clusters Score -4580760 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -4581120.500000 Penalty: 5039.201172
	Iteration 3Q: 3 clusters Score -4581120 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -4581460.000000 Penalty: 5039.201172
	Iteration 4Q: 3 clusters Score -4581460 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -4581889.500000 Penalty: 5039.201172
	Iteration 5Q: 3 clusters Score -4581890 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -4582486.500000 Penalty: 5039.201172
	Iteration 6Q: 3 clusters Score -4582486 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -4583389.500000 Penalty: 5039.201172
	Iteration 7F: 3 clusters Score -4583390 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -4584637.500000 Penalty: 5039.201172
	Iteration 8F: 3 clusters Score -4584638 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -4586225.500000 Penalty: 5039.201172
	Iteration 9F: 3 clusters Score -4586226 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -4587850.500000 Penalty: 5039.201172
	Iteration 10F: 3 clusters Score -4587850 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -4588879.500000 Penalty: 5039.201172
	Iteration 11Q: 3 clusters Score -4588880 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4589368.500000 Penalty: 5039.201172
	Iteration 12Q: 3 clusters Score -4589368 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4589605.000000 Penalty: 5039.201172
	Iteration 13Q: 3 clusters Score -4589605 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4589692.500000 Penalty: 5039.201172
	Iteration 14Q: 3 clusters Score -4589692 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4589752.500000 Penalty: 5039.201172
	Iteration 15Q: 3 clusters Score -4589752 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25513 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4589807.000000 Penalty: 5039.201172
	Iteration 16Q: 3 clusters Score -4589807 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4589833.000000 Penalty: 5039.201172
	Iteration 17Q: 3 clusters Score -4589833 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4589860.500000 Penalty: 5039.201172
	Iteration 18Q: 3 clusters Score -4589860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4589880.000000 Penalty: 5039.201172
	Iteration 19Q: 3 clusters Score -4589880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4589888.000000 Penalty: 5039.201172
	Iteration 20F: 3 clusters Score -4589888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4589896.500000 Penalty: 5039.201172
	Iteration 21Q: 3 clusters Score -4589896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4589906.000000 Penalty: 5039.201172
	Iteration 22Q: 3 clusters Score -4589906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4589912.000000 Penalty: 5039.201172
	Iteration 23Q: 3 clusters Score -4589912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4589914.000000 Penalty: 5039.201172
	Iteration 24Q: 3 clusters Score -4589914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4589919.500000 Penalty: 5039.201172
	Iteration 25Q: 3 clusters Score -4589920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4589922.000000 Penalty: 5039.201172
	Iteration 26Q: 3 clusters Score -4589922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4589922.000000 Penalty: 5039.201172
	Iteration 27F: 3 clusters Score -4589922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (43312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43312 members 
Entering Unmasked Estep 
Score: -7926607.500000 Penalty: 2647.693848
	Iteration 0F: 2 clusters Score -7926608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -7898346.500000 Penalty: 5295.387695
	Iteration 0F: 3 clusters Score -7898346 nChanged 19877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -7909074.000000 Penalty: 5295.387695
	Iteration 1F: 3 clusters Score -7909074 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -7909641.000000 Penalty: 5295.387695
	Iteration 2Q: 3 clusters Score -7909641 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -7910184.500000 Penalty: 5295.387695
	Iteration 3Q: 3 clusters Score -7910184 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -7910782.500000 Penalty: 5295.387695
	Iteration 4Q: 3 clusters Score -7910782 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -7911511.500000 Penalty: 5295.387695
	Iteration 5Q: 3 clusters Score -7911512 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -7912550.500000 Penalty: 5295.387695
	Iteration 6Q: 3 clusters Score -7912550 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -7913968.000000 Penalty: 5295.387695
	Iteration 7F: 3 clusters Score -7913968 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -7915631.500000 Penalty: 5295.387695
	Iteration 8F: 3 clusters Score -7915632 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -7917254.000000 Penalty: 5295.387695
	Iteration 9F: 3 clusters Score -7917254 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -7918705.500000 Penalty: 5295.387695
	Iteration 10F: 3 clusters Score -7918706 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -7919716.500000 Penalty: 5295.387695
	Iteration 11Q: 3 clusters Score -7919716 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -7920421.000000 Penalty: 5295.387695
	Iteration 12Q: 3 clusters Score -7920421 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -7920809.000000 Penalty: 5295.387695
	Iteration 13Q: 3 clusters Score -7920809 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -7921109.000000 Penalty: 5295.387695
	Iteration 14Q: 3 clusters Score -7921109 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 28616 members 
Entering Unmasked Estep 
Score: -7921367.500000 Penalty: 5295.387695
	Iteration 15Q: 3 clusters Score -7921368 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 29050 members 
Entering Unmasked Estep 
Score: -7921626.000000 Penalty: 5295.387695
	Iteration 16Q: 3 clusters Score -7921626 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -7921855.000000 Penalty: 5295.387695
	Iteration 17Q: 3 clusters Score -7921855 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -7922104.000000 Penalty: 5295.387695
	Iteration 18Q: 3 clusters Score -7922104 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -7922259.500000 Penalty: 5295.387695
	Iteration 19Q: 3 clusters Score -7922260 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -7922423.000000 Penalty: 5295.387695
	Iteration 20F: 3 clusters Score -7922423 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 31352 members 
Entering Unmasked Estep 
Score: -7922598.000000 Penalty: 5295.387695
	Iteration 21Q: 3 clusters Score -7922598 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -7922746.500000 Penalty: 5295.387695
	Iteration 22Q: 3 clusters Score -7922746 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -7922905.500000 Penalty: 5295.387695
	Iteration 23Q: 3 clusters Score -7922906 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -7923065.000000 Penalty: 5295.387695
	Iteration 24Q: 3 clusters Score -7923065 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -7923228.000000 Penalty: 5295.387695
	Iteration 25Q: 3 clusters Score -7923228 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -7923359.000000 Penalty: 5295.387695
	Iteration 26Q: 3 clusters Score -7923359 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -7923530.000000 Penalty: 5295.387695
	Iteration 27Q: 3 clusters Score -7923530 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -7923693.500000 Penalty: 5295.387695
	Iteration 28Q: 3 clusters Score -7923694 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -7923835.000000 Penalty: 5295.387695
	Iteration 29Q: 3 clusters Score -7923835 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -7923966.000000 Penalty: 5295.387695
	Iteration 30Q: 3 clusters Score -7923966 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -7924045.500000 Penalty: 5295.387695
	Iteration 31Q: 3 clusters Score -7924046 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 36483 members 
Entering Unmasked Estep 
Score: -7924136.000000 Penalty: 5295.387695
	Iteration 32Q: 3 clusters Score -7924136 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 36824 members 
Entering Unmasked Estep 
Score: -7924221.500000 Penalty: 5295.387695
	Iteration 33Q: 3 clusters Score -7924222 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -7924276.500000 Penalty: 5295.387695
	Iteration 34Q: 3 clusters Score -7924276 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -7924352.000000 Penalty: 5295.387695
	Iteration 35Q: 3 clusters Score -7924352 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 37604 members 
Entering Unmasked Estep 
Score: -7924451.500000 Penalty: 5295.387695
	Iteration 36Q: 3 clusters Score -7924452 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
Score: -7924487.500000 Penalty: 5295.387695
	Iteration 37Q: 3 clusters Score -7924488 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 38077 members 
Entering Unmasked Estep 
Score: -7924542.000000 Penalty: 5295.387695
	Iteration 38Q: 3 clusters Score -7924542 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -7924582.000000 Penalty: 5295.387695
	Iteration 39Q: 3 clusters Score -7924582 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 38471 members 
Entering Unmasked Estep 
Score: -7924607.000000 Penalty: 5295.387695
	Iteration 40F: 3 clusters Score -7924607 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -7924642.000000 Penalty: 5295.387695
	Iteration 41Q: 3 clusters Score -7924642 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
Score: -7924658.000000 Penalty: 5295.387695
	Iteration 42Q: 3 clusters Score -7924658 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 38929 members 
Entering Unmasked Estep 
Score: -7924703.500000 Penalty: 5295.387695
	Iteration 43Q: 3 clusters Score -7924704 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -7924709.000000 Penalty: 5295.387695
	Iteration 44Q: 3 clusters Score -7924709 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 39133 members 
Entering Unmasked Estep 
Score: -7924724.500000 Penalty: 5295.387695
	Iteration 45Q: 3 clusters Score -7924724 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -7924722.000000 Penalty: 5295.387695
	Iteration 46Q: 3 clusters Score -7924722 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
Score: -7924741.500000 Penalty: 5295.387695
	Iteration 47Q: 3 clusters Score -7924742 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -7924757.500000 Penalty: 5295.387695
	Iteration 48Q: 3 clusters Score -7924758 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -7924766.000000 Penalty: 5295.387695
	Iteration 49Q: 3 clusters Score -7924766 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 39482 members 
Entering Unmasked Estep 
Score: -7924759.000000 Penalty: 5295.387695
	Iteration 50Q: 3 clusters Score -7924759 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -7924779.000000 Penalty: 5295.387695
	Iteration 51Q: 3 clusters Score -7924779 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -7924783.500000 Penalty: 5295.387695
	Iteration 52Q: 3 clusters Score -7924784 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -7924794.500000 Penalty: 5295.387695
	Iteration 53Q: 3 clusters Score -7924794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -7924787.000000 Penalty: 5295.387695
	Iteration 54Q: 3 clusters Score -7924787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -7924787.000000 Penalty: 5295.387695
	Iteration 55Q: 3 clusters Score -7924787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 39634 members 
Entering Unmasked Estep 
Score: -7924795.000000 Penalty: 5295.387695
	Iteration 56Q: 3 clusters Score -7924795 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -7924799.500000 Penalty: 5295.387695
	Iteration 57Q: 3 clusters Score -7924800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -7924792.000000 Penalty: 5295.387695
	Iteration 58Q: 3 clusters Score -7924792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -7924802.000000 Penalty: 5295.387695
	Iteration 59Q: 3 clusters Score -7924802 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 39697 members 
Entering Unmasked Estep 
Score: -7924808.500000 Penalty: 5295.387695
	Iteration 60F: 3 clusters Score -7924808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 39710 members 
Entering Unmasked Estep 
Score: -7924807.500000 Penalty: 5295.387695
	Iteration 61Q: 3 clusters Score -7924808 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 39727 members 
Entering Unmasked Estep 
Score: -7924811.000000 Penalty: 5295.387695
	Iteration 62Q: 3 clusters Score -7924811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -7924816.000000 Penalty: 5295.387695
	Iteration 63Q: 3 clusters Score -7924816 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
Score: -7924802.000000 Penalty: 5295.387695
	Iteration 64Q: 3 clusters Score -7924802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -7924802.000000 Penalty: 5295.387695
	Iteration 65Q: 3 clusters Score -7924802 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -7924800.500000 Penalty: 5295.387695
	Iteration 66Q: 3 clusters Score -7924800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -7924820.500000 Penalty: 5295.387695
	Iteration 67Q: 3 clusters Score -7924820 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -7924827.500000 Penalty: 5295.387695
	Iteration 68Q: 3 clusters Score -7924828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -7924825.500000 Penalty: 5295.387695
	Iteration 69Q: 3 clusters Score -7924826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 39873 members 
Entering Unmasked Estep 
Score: -7924828.500000 Penalty: 5295.387695
	Iteration 70Q: 3 clusters Score -7924828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 39883 members 
Entering Unmasked Estep 
Score: -7924818.500000 Penalty: 5295.387695
	Iteration 71Q: 3 clusters Score -7924818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 39891 members 
Entering Unmasked Estep 
Score: -7924817.500000 Penalty: 5295.387695
	Iteration 72Q: 3 clusters Score -7924818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
Score: -7924818.500000 Penalty: 5295.387695
	Iteration 73Q: 3 clusters Score -7924818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -7924820.000000 Penalty: 5295.387695
	Iteration 74Q: 3 clusters Score -7924820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -7924818.500000 Penalty: 5295.387695
	Iteration 75Q: 3 clusters Score -7924818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -7924816.000000 Penalty: 5295.387695
	Iteration 76Q: 3 clusters Score -7924816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
Score: -7924814.000000 Penalty: 5295.387695
	Iteration 77Q: 3 clusters Score -7924814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
Score: -7924814.000000 Penalty: 5295.387695
	Iteration 78F: 3 clusters Score -7924814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (47330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47330 members 
Entering Unmasked Estep 
Score: -8659942.000000 Penalty: 2669.695068
	Iteration 0F: 2 clusters Score -8659942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23650 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -8629940.000000 Penalty: 5339.390137
	Iteration 0F: 3 clusters Score -8629940 nChanged 21936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -8641833.000000 Penalty: 5339.390137
	Iteration 1F: 3 clusters Score -8641833 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -8642442.000000 Penalty: 5339.390137
	Iteration 2Q: 3 clusters Score -8642442 nChanged 1942
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -8642984 nChanged 1875
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -8643649 nChanged 1926
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Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -8644329 nChanged 1883
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Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -8645079 nChanged 2074
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Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -8646026 nChanged 2267
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Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -8647391 nChanged 2417
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Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -8649016 nChanged 2622
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Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -8650949 nChanged 2586
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Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -8652648 nChanged 2126
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Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8653745 nChanged 1461
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8654338 nChanged 1099
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Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8654739 nChanged 933
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8655105 nChanged 911
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Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8655498 nChanged 812
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 22477 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8655745 nChanged 792
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8656014 nChanged 799
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Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8656328 nChanged 736
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Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8656653 nChanged 687
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Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8656877 nChanged 632
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8657165 nChanged 584
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Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8657396 nChanged 510
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Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8657557 nChanged 485
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Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8657711 nChanged 386
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Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8657801 nChanged 327
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 20437 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8657874 nChanged 270
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Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8657931 nChanged 238
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8657953 nChanged 199
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Mstep: Class 1 contains 27330 members 
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Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8657981 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8658032 nChanged 130
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Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8658056 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8658070 nChanged 116
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8658087 nChanged 115
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8658098 nChanged 95
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8658126 nChanged 83
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8658122 nChanged 97
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8658132 nChanged 101
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8658128 nChanged 113
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8658156 nChanged 105
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8658178 nChanged 101
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Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8658197 nChanged 95
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Mstep: Class 1 contains 28618 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8658232 nChanged 97
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8658229 nChanged 109
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8658229 nChanged 112
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8658251 nChanged 103
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Mstep: Class 1 contains 29039 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8658264 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29149 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8658255 nChanged 91
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8658265 nChanged 73
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8658271 nChanged 77
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8658268 nChanged 74
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8658278 nChanged 83
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	Iteration 53Q: 3 clusters Score -8658290 nChanged 106
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8658309 nChanged 141
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8658335 nChanged 122
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8658345 nChanged 116
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Mstep: Class 1 contains 30030 members 
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Mstep: Class 1 contains 30156 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8658360 nChanged 124
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Mstep: Class 1 contains 30280 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8658348 nChanged 137
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Mstep: Class 1 contains 30417 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8658375 nChanged 127
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Mstep: Class 1 contains 30542 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8658374 nChanged 117
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Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8658386 nChanged 96
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Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8658404 nChanged 127
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Mstep: Class 1 contains 30882 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8658445 nChanged 124
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Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8658459 nChanged 127
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Mstep: Class 1 contains 31133 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8658473 nChanged 147
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Mstep: Class 1 contains 31280 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8658480 nChanged 142
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Mstep: Class 1 contains 31422 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8658500 nChanged 147
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8658521 nChanged 150
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8658531 nChanged 158
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8658544 nChanged 150
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Mstep: Class 1 contains 32027 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8658570 nChanged 175
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Mstep: Class 1 contains 32202 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8658543 nChanged 182
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Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8658560 nChanged 187
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8658615 nChanged 199
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8658613 nChanged 178
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	Iteration 77Q: 3 clusters Score -8658666 nChanged 161
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	Iteration 78Q: 3 clusters Score -8658679 nChanged 164
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	Iteration 79Q: 3 clusters Score -8658696 nChanged 160
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	Iteration 80F: 3 clusters Score -8658731 nChanged 145
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8658735 nChanged 138
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	Iteration 82Q: 3 clusters Score -8658758 nChanged 126
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8658763 nChanged 109
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8658777 nChanged 110
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	Iteration 85Q: 3 clusters Score -8658779 nChanged 121
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	Iteration 86Q: 3 clusters Score -8658791 nChanged 103
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	Iteration 89Q: 3 clusters Score -8658796 nChanged 85
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8658818 nChanged 67
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	Iteration 92Q: 3 clusters Score -8658839 nChanged 67
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	Iteration 93Q: 3 clusters Score -8658843 nChanged 82
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Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -8658839.000000 Penalty: 5339.390137
	Iteration 95Q: 3 clusters Score -8658839 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8658869 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8658864 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8658894 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8658886 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35405 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8658874 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8658883 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35590 members 
Mstep: Class 2 contains 11740 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8658890 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35689 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8658881 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8658893 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8658896 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8658916 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8658929 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8658939 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -8658943.000000 Penalty: 5339.390137
	Iteration 109Q: 3 clusters Score -8658943 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36107 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -8658945.000000 Penalty: 5339.390137
	Iteration 110Q: 3 clusters Score -8658945 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8658949 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36197 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8658965 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8658950 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36315 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8658947 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -8658946.000000 Penalty: 5339.390137
	Iteration 115Q: 3 clusters Score -8658946 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36411 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8658956 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8658958 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36512 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -8658952.000000 Penalty: 5339.390137
	Iteration 118Q: 3 clusters Score -8658952 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 10756 members 
Entering Unmasked Estep 
Score: -8658962.000000 Penalty: 5339.390137
	Iteration 119Q: 3 clusters Score -8658962 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -8658970.000000 Penalty: 5339.390137
	Iteration 120F: 3 clusters Score -8658970 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8658976 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36731 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8658996 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36768 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -8659000.000000 Penalty: 5339.390137
	Iteration 123Q: 3 clusters Score -8659000 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -8658985.000000 Penalty: 5339.390137
	Iteration 124Q: 3 clusters Score -8658985 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8658997 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -8659006.000000 Penalty: 5339.390137
	Iteration 126Q: 3 clusters Score -8659006 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8659008 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37014 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8659008 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -8659009.000000 Penalty: 5339.390137
	Iteration 129Q: 3 clusters Score -8659009 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -8659001.000000 Penalty: 5339.390137
	Iteration 130Q: 3 clusters Score -8659001 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -8659015.000000 Penalty: 5339.390137
	Iteration 131Q: 3 clusters Score -8659015 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8659008 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -8658996.000000 Penalty: 5339.390137
	Iteration 133Q: 3 clusters Score -8658996 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -8658972.000000 Penalty: 5339.390137
	Iteration 134Q: 3 clusters Score -8658972 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -8658991.000000 Penalty: 5339.390137
	Iteration 135Q: 3 clusters Score -8658991 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -8658978.000000 Penalty: 5339.390137
	Iteration 136Q: 3 clusters Score -8658978 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -8658976.000000 Penalty: 5339.390137
	Iteration 137Q: 3 clusters Score -8658976 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37578 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -8658986.000000 Penalty: 5339.390137
	Iteration 138Q: 3 clusters Score -8658986 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -8658990.000000 Penalty: 5339.390137
	Iteration 139Q: 3 clusters Score -8658990 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -8658983.000000 Penalty: 5339.390137
	Iteration 140F: 3 clusters Score -8658983 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -8658970.000000 Penalty: 5339.390137
	Iteration 141Q: 3 clusters Score -8658970 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -8658974.000000 Penalty: 5339.390137
	Iteration 142Q: 3 clusters Score -8658974 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -8658969.000000 Penalty: 5339.390137
	Iteration 143Q: 3 clusters Score -8658969 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -8658980.000000 Penalty: 5339.390137
	Iteration 144Q: 3 clusters Score -8658980 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -8658985.000000 Penalty: 5339.390137
	Iteration 145Q: 3 clusters Score -8658985 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -8658979.000000 Penalty: 5339.390137
	Iteration 146Q: 3 clusters Score -8658979 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -8658974.000000 Penalty: 5339.390137
	Iteration 147Q: 3 clusters Score -8658974 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38081 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -8658993.000000 Penalty: 5339.390137
	Iteration 148Q: 3 clusters Score -8658993 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -8658975.000000 Penalty: 5339.390137
	Iteration 149Q: 3 clusters Score -8658975 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -8658968.000000 Penalty: 5339.390137
	Iteration 150Q: 3 clusters Score -8658968 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -8658982.000000 Penalty: 5339.390137
	Iteration 151Q: 3 clusters Score -8658982 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -8659005.000000 Penalty: 5339.390137
	Iteration 152Q: 3 clusters Score -8659005 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -8659008.000000 Penalty: 5339.390137
	Iteration 153Q: 3 clusters Score -8659008 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -8658989.000000 Penalty: 5339.390137
	Iteration 154Q: 3 clusters Score -8658989 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -8659007.000000 Penalty: 5339.390137
	Iteration 155Q: 3 clusters Score -8659007 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -8659009.000000 Penalty: 5339.390137
	Iteration 156Q: 3 clusters Score -8659009 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -8659011.000000 Penalty: 5339.390137
	Iteration 157Q: 3 clusters Score -8659011 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38520 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -8659008.000000 Penalty: 5339.390137
	Iteration 158Q: 3 clusters Score -8659008 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38549 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -8658999.000000 Penalty: 5339.390137
	Iteration 159Q: 3 clusters Score -8658999 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38570 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -8658978.000000 Penalty: 5339.390137
	Iteration 160F: 3 clusters Score -8658978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -8658981.000000 Penalty: 5339.390137
	Iteration 161Q: 3 clusters Score -8658981 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -8658988.000000 Penalty: 5339.390137
	Iteration 162Q: 3 clusters Score -8658988 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -8658982.000000 Penalty: 5339.390137
	Iteration 163Q: 3 clusters Score -8658982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -8658987.000000 Penalty: 5339.390137
	Iteration 164Q: 3 clusters Score -8658987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -8658984.000000 Penalty: 5339.390137
	Iteration 165Q: 3 clusters Score -8658984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -8658985.000000 Penalty: 5339.390137
	Iteration 166Q: 3 clusters Score -8658985 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -8658979.000000 Penalty: 5339.390137
	Iteration 167Q: 3 clusters Score -8658979 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38725 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -8658978.000000 Penalty: 5339.390137
	Iteration 168Q: 3 clusters Score -8658978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -8658987.000000 Penalty: 5339.390137
	Iteration 169Q: 3 clusters Score -8658987 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -8658990.000000 Penalty: 5339.390137
	Iteration 170Q: 3 clusters Score -8658990 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -8658999.000000 Penalty: 5339.390137
	Iteration 171Q: 3 clusters Score -8658999 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -8658979.000000 Penalty: 5339.390137
	Iteration 172Q: 3 clusters Score -8658979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -8658968.000000 Penalty: 5339.390137
	Iteration 173Q: 3 clusters Score -8658968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38845 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -8658966.000000 Penalty: 5339.390137
	Iteration 174Q: 3 clusters Score -8658966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -8658967.000000 Penalty: 5339.390137
	Iteration 175Q: 3 clusters Score -8658967 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38875 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -8658966.000000 Penalty: 5339.390137
	Iteration 176Q: 3 clusters Score -8658966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -8658966.000000 Penalty: 5339.390137
	Iteration 177Q: 3 clusters Score -8658966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -8658968.000000 Penalty: 5339.390137
	Iteration 178Q: 3 clusters Score -8658968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -8658971.000000 Penalty: 5339.390137
	Iteration 179Q: 3 clusters Score -8658971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -8658970.000000 Penalty: 5339.390137
	Iteration 180F: 3 clusters Score -8658970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -8658971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
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	Iteration 182F: 3 clusters Score -8658971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 789 members 
Entering Unmasked Estep 
Score: -101615.945312 Penalty: 1654.350098
	Iteration 0F: 2 clusters Score -101615.9 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 402 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -99924.38 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -100410.7 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -100617.515625 Penalty: 3308.700195
	Iteration 2F: 3 clusters Score -100617.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -100694.359375 Penalty: 3308.700195
	Iteration 3Q: 3 clusters Score -100694.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -100723.500000 Penalty: 3308.700195
	Iteration 4Q: 3 clusters Score -100723.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -100764.515625 Penalty: 3308.700195
	Iteration 5Q: 3 clusters Score -100764.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -100818.742188 Penalty: 3308.700195
	Iteration 6Q: 3 clusters Score -100818.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -100892.945312 Penalty: 3308.700195
	Iteration 7Q: 3 clusters Score -100892.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -100956.070312 Penalty: 3308.700195
	Iteration 8Q: 3 clusters Score -100956.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -100977.156250 Penalty: 3308.700195
	Iteration 9Q: 3 clusters Score -100977.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -100991.015625 Penalty: 3308.700195
	Iteration 10Q: 3 clusters Score -100991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -101005.296875 Penalty: 3308.700195
	Iteration 11Q: 3 clusters Score -101005.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -101024.773438 Penalty: 3308.700195
	Iteration 12Q: 3 clusters Score -101024.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -101037.976562 Penalty: 3308.700195
	Iteration 13Q: 3 clusters Score -101038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -101071.382812 Penalty: 3308.700195
	Iteration 14Q: 3 clusters Score -101071.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -101107.101562 Penalty: 3308.700195
	Iteration 15Q: 3 clusters Score -101107.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -101143.960938 Penalty: 3308.700195
	Iteration 16Q: 3 clusters Score -101144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -101196.960938 Penalty: 3308.700195
	Iteration 17Q: 3 clusters Score -101197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -101212.453125 Penalty: 3308.700195
	Iteration 18Q: 3 clusters Score -101212.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -101232.140625 Penalty: 3308.700195
	Iteration 19Q: 3 clusters Score -101232.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -101252.468750 Penalty: 3308.700195
	Iteration 20F: 3 clusters Score -101252.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -101313.671875 Penalty: 3308.700195
	Iteration 21Q: 3 clusters Score -101313.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -101366.101562 Penalty: 3308.700195
	Iteration 22Q: 3 clusters Score -101366.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -101393.335938 Penalty: 3308.700195
	Iteration 23Q: 3 clusters Score -101393.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -101411.382812 Penalty: 3308.700195
	Iteration 24Q: 3 clusters Score -101411.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -101427.890625 Penalty: 3308.700195
	Iteration 25Q: 3 clusters Score -101427.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -101438.218750 Penalty: 3308.700195
	Iteration 26Q: 3 clusters Score -101438.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -101451.515625 Penalty: 3308.700195
	Iteration 27Q: 3 clusters Score -101451.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -101466.671875 Penalty: 3308.700195
	Iteration 28Q: 3 clusters Score -101466.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -101471.210938 Penalty: 3308.700195
	Iteration 29Q: 3 clusters Score -101471.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -101475.218750 Penalty: 3308.700195
	Iteration 30F: 3 clusters Score -101475.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -101494.093750 Penalty: 3308.700195
	Iteration 31Q: 3 clusters Score -101494.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -101494.093750 Penalty: 3308.700195
	Iteration 32F: 3 clusters Score -101494.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -50164.632812 Penalty: 1529.544189
	Iteration 0F: 2 clusters Score -50164.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -48808.152344 Penalty: 3059.088379
	Iteration 0F: 3 clusters Score -48808.15 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -49136.031250 Penalty: 3059.088379
	Iteration 1F: 3 clusters Score -49136.03 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -49368.121094 Penalty: 3059.088379
	Iteration 2F: 3 clusters Score -49368.12 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -49566.558594 Penalty: 3059.088379
	Iteration 3F: 3 clusters Score -49566.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -49717.109375 Penalty: 3059.088379
	Iteration 4Q: 3 clusters Score -49717.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -49773.921875 Penalty: 3059.088379
	Iteration 5Q: 3 clusters Score -49773.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -49799.839844 Penalty: 3059.088379
	Iteration 6Q: 3 clusters Score -49799.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -49804.382812 Penalty: 3059.088379
	Iteration 7Q: 3 clusters Score -49804.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -49807.226562 Penalty: 3059.088379
	Iteration 8Q: 3 clusters Score -49807.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -49807.226562 Penalty: 3059.088379
	Iteration 9F: 3 clusters Score -49807.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -132397.281250 Penalty: 1652.456909
	Iteration 0F: 2 clusters Score -132397.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -130658.937500 Penalty: 3304.913818
	Iteration 0F: 3 clusters Score -130658.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -131004.179688 Penalty: 3304.913818
	Iteration 1F: 3 clusters Score -131004.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -131183.515625 Penalty: 3304.913818
	Iteration 2F: 3 clusters Score -131183.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -131269.062500 Penalty: 3304.913818
	Iteration 3Q: 3 clusters Score -131269.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -131301.921875 Penalty: 3304.913818
	Iteration 4Q: 3 clusters Score -131301.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -131328.906250 Penalty: 3304.913818
	Iteration 5Q: 3 clusters Score -131328.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -131343.390625 Penalty: 3304.913818
	Iteration 6Q: 3 clusters Score -131343.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -131370.015625 Penalty: 3304.913818
	Iteration 7Q: 3 clusters Score -131370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -131405.718750 Penalty: 3304.913818
	Iteration 8Q: 3 clusters Score -131405.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -131434.843750 Penalty: 3304.913818
	Iteration 9Q: 3 clusters Score -131434.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -131455.703125 Penalty: 3304.913818
	Iteration 10Q: 3 clusters Score -131455.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -131479.656250 Penalty: 3304.913818
	Iteration 11Q: 3 clusters Score -131479.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -131506.406250 Penalty: 3304.913818
	Iteration 12Q: 3 clusters Score -131506.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -131523.812500 Penalty: 3304.913818
	Iteration 13Q: 3 clusters Score -131523.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -131555.984375 Penalty: 3304.913818
	Iteration 14Q: 3 clusters Score -131556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -131591.921875 Penalty: 3304.913818
	Iteration 15Q: 3 clusters Score -131591.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -131613.406250 Penalty: 3304.913818
	Iteration 16Q: 3 clusters Score -131613.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -131666.515625 Penalty: 3304.913818
	Iteration 17Q: 3 clusters Score -131666.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -131695.218750 Penalty: 3304.913818
	Iteration 18Q: 3 clusters Score -131695.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -131730.265625 Penalty: 3304.913818
	Iteration 19Q: 3 clusters Score -131730.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -131808.078125 Penalty: 3304.913818
	Iteration 20F: 3 clusters Score -131808.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -131923.718750 Penalty: 3304.913818
	Iteration 21Q: 3 clusters Score -131923.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -131950.875000 Penalty: 3304.913818
	Iteration 22Q: 3 clusters Score -131950.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -132003.578125 Penalty: 3304.913818
	Iteration 23Q: 3 clusters Score -132003.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -132070.562500 Penalty: 3304.913818
	Iteration 24Q: 3 clusters Score -132070.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -132122.375000 Penalty: 3304.913818
	Iteration 25Q: 3 clusters Score -132122.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -132172.921875 Penalty: 3304.913818
	Iteration 26Q: 3 clusters Score -132172.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -132214.750000 Penalty: 3304.913818
	Iteration 27Q: 3 clusters Score -132214.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -132271.812500 Penalty: 3304.913818
	Iteration 28Q: 3 clusters Score -132271.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -132276.187500 Penalty: 3304.913818
	Iteration 29Q: 3 clusters Score -132276.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -132280.734375 Penalty: 3304.913818
	Iteration 30Q: 3 clusters Score -132280.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -132280.734375 Penalty: 3304.913818
	Iteration 31F: 3 clusters Score -132280.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (37139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37139 members 
Entering Unmasked Estep 
Score: -6818822.000000 Penalty: 2609.560791
	Iteration 0F: 2 clusters Score -6818822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -6793640.500000 Penalty: 5219.121582
	Iteration 0F: 3 clusters Score -6793640 nChanged 16964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -6802731.000000 Penalty: 5219.121582
	Iteration 1F: 3 clusters Score -6802731 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -6803120.500000 Penalty: 5219.121582
	Iteration 2Q: 3 clusters Score -6803120 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -6803470.000000 Penalty: 5219.121582
	Iteration 3Q: 3 clusters Score -6803470 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -6803784.000000 Penalty: 5219.121582
	Iteration 4Q: 3 clusters Score -6803784 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -6804026.500000 Penalty: 5219.121582
	Iteration 5Q: 3 clusters Score -6804026 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -6804261.000000 Penalty: 5219.121582
	Iteration 6Q: 3 clusters Score -6804261 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -6804517.000000 Penalty: 5219.121582
	Iteration 7Q: 3 clusters Score -6804517 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -6804754.500000 Penalty: 5219.121582
	Iteration 8Q: 3 clusters Score -6804754 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -6805052.000000 Penalty: 5219.121582
	Iteration 9Q: 3 clusters Score -6805052 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -6805514.000000 Penalty: 5219.121582
	Iteration 10Q: 3 clusters Score -6805514 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -6806103.500000 Penalty: 5219.121582
	Iteration 11Q: 3 clusters Score -6806104 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -6806942.000000 Penalty: 5219.121582
	Iteration 12Q: 3 clusters Score -6806942 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 25532 members 
Entering Unmasked Estep 
Score: -6808050.500000 Penalty: 5219.121582
	Iteration 13Q: 3 clusters Score -6808050 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -6809337.000000 Penalty: 5219.121582
	Iteration 14Q: 3 clusters Score -6809337 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -6810684.000000 Penalty: 5219.121582
	Iteration 15Q: 3 clusters Score -6810684 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -6811925.500000 Penalty: 5219.121582
	Iteration 16Q: 3 clusters Score -6811926 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -6812949.500000 Penalty: 5219.121582
	Iteration 17Q: 3 clusters Score -6812950 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -6813673.000000 Penalty: 5219.121582
	Iteration 18Q: 3 clusters Score -6813673 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -6814138.500000 Penalty: 5219.121582
	Iteration 19Q: 3 clusters Score -6814138 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -6814551.000000 Penalty: 5219.121582
	Iteration 20F: 3 clusters Score -6814551 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -6814909.500000 Penalty: 5219.121582
	Iteration 21Q: 3 clusters Score -6814910 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -6815201.000000 Penalty: 5219.121582
	Iteration 22Q: 3 clusters Score -6815201 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -6815459.000000 Penalty: 5219.121582
	Iteration 23Q: 3 clusters Score -6815459 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -6815647.000000 Penalty: 5219.121582
	Iteration 24Q: 3 clusters Score -6815647 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -6815809.000000 Penalty: 5219.121582
	Iteration 25Q: 3 clusters Score -6815809 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -6815955.500000 Penalty: 5219.121582
	Iteration 26Q: 3 clusters Score -6815956 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -6816067.500000 Penalty: 5219.121582
	Iteration 27Q: 3 clusters Score -6816068 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -6816157.500000 Penalty: 5219.121582
	Iteration 28Q: 3 clusters Score -6816158 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -6816234.500000 Penalty: 5219.121582
	Iteration 29Q: 3 clusters Score -6816234 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -6816313.000000 Penalty: 5219.121582
	Iteration 30Q: 3 clusters Score -6816313 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -6816389.500000 Penalty: 5219.121582
	Iteration 31Q: 3 clusters Score -6816390 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 36449 members 
Entering Unmasked Estep 
Score: -6816431.500000 Penalty: 5219.121582
	Iteration 32Q: 3 clusters Score -6816432 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
Score: -6816455.000000 Penalty: 5219.121582
	Iteration 33Q: 3 clusters Score -6816455 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 36523 members 
Entering Unmasked Estep 
Score: -6816477.000000 Penalty: 5219.121582
	Iteration 34Q: 3 clusters Score -6816477 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -6816500.000000 Penalty: 5219.121582
	Iteration 35Q: 3 clusters Score -6816500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -6816519.000000 Penalty: 5219.121582
	Iteration 36Q: 3 clusters Score -6816519 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -6816517.500000 Penalty: 5219.121582
	Iteration 37Q: 3 clusters Score -6816518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -6816532.500000 Penalty: 5219.121582
	Iteration 38Q: 3 clusters Score -6816532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -6816542.000000 Penalty: 5219.121582
	Iteration 39Q: 3 clusters Score -6816542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 36616 members 
Entering Unmasked Estep 
Score: -6816549.000000 Penalty: 5219.121582
	Iteration 40F: 3 clusters Score -6816549 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -6816555.500000 Penalty: 5219.121582
	Iteration 41Q: 3 clusters Score -6816556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -6816563.000000 Penalty: 5219.121582
	Iteration 42Q: 3 clusters Score -6816563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 36635 members 
Entering Unmasked Estep 
Score: -6816576.500000 Penalty: 5219.121582
	Iteration 43Q: 3 clusters Score -6816576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
Score: -6816581.000000 Penalty: 5219.121582
	Iteration 44Q: 3 clusters Score -6816581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -6816582.500000 Penalty: 5219.121582
	Iteration 45Q: 3 clusters Score -6816582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -6816580.500000 Penalty: 5219.121582
	Iteration 46Q: 3 clusters Score -6816580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 36655 members 
Entering Unmasked Estep 
Score: -6816586.500000 Penalty: 5219.121582
	Iteration 47Q: 3 clusters Score -6816586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -6816590.000000 Penalty: 5219.121582
	Iteration 48Q: 3 clusters Score -6816590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -6816594.000000 Penalty: 5219.121582
	Iteration 49Q: 3 clusters Score -6816594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 36661 members 
Entering Unmasked Estep 
Score: -6816594.500000 Penalty: 5219.121582
	Iteration 50Q: 3 clusters Score -6816594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -6816589.000000 Penalty: 5219.121582
	Iteration 51Q: 3 clusters Score -6816589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -6816589.000000 Penalty: 5219.121582
	Iteration 52F: 3 clusters Score -6816589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Entering Unmasked Estep 
Score: -1075118.500000 Penalty: 2152.089355
	Iteration 0F: 2 clusters Score -1075118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -1070065.500000 Penalty: 4304.178711
	Iteration 0F: 3 clusters Score -1070066 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1071227.500000 Penalty: 4304.178711
	Iteration 1F: 3 clusters Score -1071228 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -1071419.625000 Penalty: 4304.178711
	Iteration 2F: 3 clusters Score -1071420 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1071569.125000 Penalty: 4304.178711
	Iteration 3Q: 3 clusters Score -1071569 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1071722.500000 Penalty: 4304.178711
	Iteration 4Q: 3 clusters Score -1071722 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1071880.625000 Penalty: 4304.178711
	Iteration 5Q: 3 clusters Score -1071881 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1072037.125000 Penalty: 4304.178711
	Iteration 6Q: 3 clusters Score -1072037 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1072197.000000 Penalty: 4304.178711
	Iteration 7Q: 3 clusters Score -1072197 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1072334.750000 Penalty: 4304.178711
	Iteration 8Q: 3 clusters Score -1072335 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1072483.750000 Penalty: 4304.178711
	Iteration 9Q: 3 clusters Score -1072484 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1072647.000000 Penalty: 4304.178711
	Iteration 10Q: 3 clusters Score -1072647 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1072793.000000 Penalty: 4304.178711
	Iteration 11Q: 3 clusters Score -1072793 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1072917.875000 Penalty: 4304.178711
	Iteration 12Q: 3 clusters Score -1072918 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1073044.375000 Penalty: 4304.178711
	Iteration 13Q: 3 clusters Score -1073044 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1073158.625000 Penalty: 4304.178711
	Iteration 14Q: 3 clusters Score -1073159 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1073242.875000 Penalty: 4304.178711
	Iteration 15Q: 3 clusters Score -1073243 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1073313.625000 Penalty: 4304.178711
	Iteration 16Q: 3 clusters Score -1073314 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1073380.625000 Penalty: 4304.178711
	Iteration 17Q: 3 clusters Score -1073381 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1073447.000000 Penalty: 4304.178711
	Iteration 18Q: 3 clusters Score -1073447 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1073491.000000 Penalty: 4304.178711
	Iteration 19Q: 3 clusters Score -1073491 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1073511.375000 Penalty: 4304.178711
	Iteration 20F: 3 clusters Score -1073511 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1073529.375000 Penalty: 4304.178711
	Iteration 21Q: 3 clusters Score -1073529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1073540.000000 Penalty: 4304.178711
	Iteration 22Q: 3 clusters Score -1073540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1073546.000000 Penalty: 4304.178711
	Iteration 23Q: 3 clusters Score -1073546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1073549.125000 Penalty: 4304.178711
	Iteration 24Q: 3 clusters Score -1073549 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1073555.250000 Penalty: 4304.178711
	Iteration 25Q: 3 clusters Score -1073555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1073560.375000 Penalty: 4304.178711
	Iteration 26Q: 3 clusters Score -1073560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1073563.750000 Penalty: 4304.178711
	Iteration 27Q: 3 clusters Score -1073564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1073565.625000 Penalty: 4304.178711
	Iteration 28Q: 3 clusters Score -1073566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1073566.625000 Penalty: 4304.178711
	Iteration 29Q: 3 clusters Score -1073567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1073567.375000 Penalty: 4304.178711
	Iteration 30Q: 3 clusters Score -1073567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1073571.375000 Penalty: 4304.178711
	Iteration 31Q: 3 clusters Score -1073571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1073573.625000 Penalty: 4304.178711
	Iteration 32Q: 3 clusters Score -1073574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1073574.000000 Penalty: 4304.178711
	Iteration 33Q: 3 clusters Score -1073574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1073573.625000 Penalty: 4304.178711
	Iteration 34Q: 3 clusters Score -1073574 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1073573.625000 Penalty: 4304.178711
	Iteration 35F: 3 clusters Score -1073574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Entering Unmasked Estep 
Score: -211666.093750 Penalty: 1761.215698
	Iteration 0F: 2 clusters Score -211666.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -209578.828125 Penalty: 3522.431396
	Iteration 0F: 3 clusters Score -209578.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -209933.843750 Penalty: 3522.431396
	Iteration 1F: 3 clusters Score -209933.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -210107.500000 Penalty: 3522.431396
	Iteration 2F: 3 clusters Score -210107.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -210249.218750 Penalty: 3522.431396
	Iteration 3F: 3 clusters Score -210249.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -210358.531250 Penalty: 3522.431396
	Iteration 4F: 3 clusters Score -210358.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -210435.359375 Penalty: 3522.431396
	Iteration 5Q: 3 clusters Score -210435.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -210483.843750 Penalty: 3522.431396
	Iteration 6Q: 3 clusters Score -210483.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -210520.000000 Penalty: 3522.431396
	Iteration 7Q: 3 clusters Score -210520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -210545.718750 Penalty: 3522.431396
	Iteration 8Q: 3 clusters Score -210545.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -210576.328125 Penalty: 3522.431396
	Iteration 9Q: 3 clusters Score -210576.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -210595.546875 Penalty: 3522.431396
	Iteration 10Q: 3 clusters Score -210595.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -210613.625000 Penalty: 3522.431396
	Iteration 11Q: 3 clusters Score -210613.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -210635.875000 Penalty: 3522.431396
	Iteration 12Q: 3 clusters Score -210635.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -210648.359375 Penalty: 3522.431396
	Iteration 13Q: 3 clusters Score -210648.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -210654.812500 Penalty: 3522.431396
	Iteration 14Q: 3 clusters Score -210654.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -210656.796875 Penalty: 3522.431396
	Iteration 15Q: 3 clusters Score -210656.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -210656.796875 Penalty: 3522.431396
	Iteration 16F: 3 clusters Score -210656.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 37022 members 
Mstep: Class 3 contains 41753 members 
Mstep: Class 4 contains 45528 members 
Mstep: Class 5 contains 44356 members 
Mstep: Class 6 contains 46986 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 47617 members 
Mstep: Class 11 contains 45804 members 
Mstep: Class 12 contains 49753 members 
Mstep: Class 13 contains 48219 members 
Mstep: Class 14 contains 43391 members 
Mstep: Class 15 contains 25840 members 
Mstep: Class 16 contains 43312 members 
Mstep: Class 17 contains 47330 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 37139 members 
Mstep: Class 22 contains 5871 members 
Mstep: Class 23 contains 1214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111229896.000000 Penalty: 76057.484375
Iteration 279Q: 24 clusters Score -1.112299e+08 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 37048 members 
Mstep: Class 3 contains 42080 members 
Mstep: Class 4 contains 45532 members 
Mstep: Class 5 contains 44353 members 
Mstep: Class 6 contains 46981 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 47535 members 
Mstep: Class 11 contains 45778 members 
Mstep: Class 12 contains 49712 members 
Mstep: Class 13 contains 48204 members 
Mstep: Class 14 contains 43313 members 
Mstep: Class 15 contains 25840 members 
Mstep: Class 16 contains 43261 members 
Mstep: Class 17 contains 47313 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 785 members 
Mstep: Class 21 contains 37093 members 
Mstep: Class 22 contains 5875 members 
Mstep: Class 23 contains 1215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111230056.000000 Penalty: 76057.484375
Iteration 280F: 24 clusters Score -1.112301e+08 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 37077 members 
Mstep: Class 3 contains 42452 members 
Mstep: Class 4 contains 45554 members 
Mstep: Class 5 contains 44345 members 
Mstep: Class 6 contains 46974 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 47392 members 
Mstep: Class 11 contains 45740 members 
Mstep: Class 12 contains 49656 members 
Mstep: Class 13 contains 48200 members 
Mstep: Class 14 contains 43245 members 
Mstep: Class 15 contains 25843 members 
Mstep: Class 16 contains 43241 members 
Mstep: Class 17 contains 47292 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 785 members 
Mstep: Class 21 contains 37020 members 
Mstep: Class 22 contains 5885 members 
Mstep: Class 23 contains 1217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111230152.000000 Penalty: 76057.484375
Iteration 281Q: 24 clusters Score -1.112302e+08 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 37109 members 
Mstep: Class 3 contains 42831 members 
Mstep: Class 4 contains 45592 members 
Mstep: Class 5 contains 44308 members 
Mstep: Class 6 contains 46966 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 47244 members 
Mstep: Class 11 contains 45722 members 
Mstep: Class 12 contains 49581 members 
Mstep: Class 13 contains 48204 members 
Mstep: Class 14 contains 43195 members 
Mstep: Class 15 contains 25849 members 
Mstep: Class 16 contains 43228 members 
Mstep: Class 17 contains 47231 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 785 members 
Mstep: Class 21 contains 36961 members 
Mstep: Class 22 contains 5893 members 
Mstep: Class 23 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111230288.000000 Penalty: 76057.484375
Iteration 282Q: 24 clusters Score -1.112303e+08 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 37128 members 
Mstep: Class 3 contains 43218 members 
Mstep: Class 4 contains 45639 members 
Mstep: Class 5 contains 44303 members 
Mstep: Class 6 contains 46921 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 47063 members 
Mstep: Class 11 contains 45709 members 
Mstep: Class 12 contains 49540 members 
Mstep: Class 13 contains 48201 members 
Mstep: Class 14 contains 43144 members 
Mstep: Class 15 contains 25855 members 
Mstep: Class 16 contains 43201 members 
Mstep: Class 17 contains 47195 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 785 members 
Mstep: Class 21 contains 36895 members 
Mstep: Class 22 contains 5901 members 
Mstep: Class 23 contains 1219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111230472.000000 Penalty: 76057.484375
Iteration 283Q: 24 clusters Score -1.112305e+08 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 37172 members 
Mstep: Class 3 contains 43600 members 
Mstep: Class 4 contains 45689 members 
Mstep: Class 5 contains 44313 members 
Mstep: Class 6 contains 46826 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 46941 members 
Mstep: Class 11 contains 45701 members 
Mstep: Class 12 contains 49470 members 
Mstep: Class 13 contains 48202 members 
Mstep: Class 14 contains 43111 members 
Mstep: Class 15 contains 25860 members 
Mstep: Class 16 contains 43178 members 
Mstep: Class 17 contains 47135 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 785 members 
Mstep: Class 21 contains 36809 members 
Mstep: Class 22 contains 5907 members 
Mstep: Class 23 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111230368.000000 Penalty: 76057.484375
Iteration 284Q: 24 clusters Score -1.112304e+08 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 37168 members 
Mstep: Class 3 contains 43951 members 
Mstep: Class 4 contains 45784 members 
Mstep: Class 5 contains 44306 members 
Mstep: Class 6 contains 46754 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 46793 members 
Mstep: Class 11 contains 45712 members 
Mstep: Class 12 contains 49394 members 
Mstep: Class 13 contains 48205 members 
Mstep: Class 14 contains 43101 members 
Mstep: Class 15 contains 25862 members 
Mstep: Class 16 contains 43174 members 
Mstep: Class 17 contains 47048 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 785 members 
Mstep: Class 21 contains 36752 members 
Mstep: Class 22 contains 5910 members 
Mstep: Class 23 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111230472.000000 Penalty: 76057.484375
Iteration 285Q: 24 clusters Score -1.112305e+08 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 37136 members 
Mstep: Class 3 contains 44264 members 
Mstep: Class 4 contains 45849 members 
Mstep: Class 5 contains 44341 members 
Mstep: Class 6 contains 46655 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 46686 members 
Mstep: Class 11 contains 45712 members 
Mstep: Class 12 contains 49329 members 
Mstep: Class 13 contains 48223 members 
Mstep: Class 14 contains 43091 members 
Mstep: Class 15 contains 25861 members 
Mstep: Class 16 contains 43180 members 
Mstep: Class 17 contains 46978 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 785 members 
Mstep: Class 21 contains 36692 members 
Mstep: Class 22 contains 5918 members 
Mstep: Class 23 contains 1217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111230720.000000 Penalty: 76057.484375
Iteration 286Q: 24 clusters Score -1.112307e+08 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 37113 members 
Mstep: Class 3 contains 44576 members 
Mstep: Class 4 contains 45849 members 
Mstep: Class 5 contains 44356 members 
Mstep: Class 6 contains 46579 members 
Mstep: Class 7 contains 575 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 46635 members 
Mstep: Class 11 contains 45694 members 
Mstep: Class 12 contains 49282 members 
Mstep: Class 13 contains 48209 members 
Mstep: Class 14 contains 43096 members 
Mstep: Class 15 contains 25859 members 
Mstep: Class 16 contains 43204 members 
Mstep: Class 17 contains 46920 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 36618 members 
Mstep: Class 22 contains 5924 members 
Mstep: Class 23 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111230592.000000 Penalty: 76057.484375
Iteration 287Q: 24 clusters Score -1.112306e+08 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 37069 members 
Mstep: Class 3 contains 44825 members 
Mstep: Class 4 contains 45855 members 
Mstep: Class 5 contains 44386 members 
Mstep: Class 6 contains 46516 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 46639 members 
Mstep: Class 11 contains 45711 members 
Mstep: Class 12 contains 49222 members 
Mstep: Class 13 contains 48190 members 
Mstep: Class 14 contains 43066 members 
Mstep: Class 15 contains 25858 members 
Mstep: Class 16 contains 43220 members 
Mstep: Class 17 contains 46866 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 36558 members 
Mstep: Class 22 contains 5933 members 
Mstep: Class 23 contains 1215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111230536.000000 Penalty: 76057.484375
Iteration 288Q: 24 clusters Score -1.112305e+08 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 37061 members 
Mstep: Class 3 contains 45082 members 
Mstep: Class 4 contains 45860 members 
Mstep: Class 5 contains 44388 members 
Mstep: Class 6 contains 46459 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 46595 members 
Mstep: Class 11 contains 45724 members 
Mstep: Class 12 contains 49187 members 
Mstep: Class 13 contains 48151 members 
Mstep: Class 14 contains 43052 members 
Mstep: Class 15 contains 25860 members 
Mstep: Class 16 contains 43231 members 
Mstep: Class 17 contains 46823 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 785 members 
Mstep: Class 21 contains 36501 members 
Mstep: Class 22 contains 5940 members 
Mstep: Class 23 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111230864.000000 Penalty: 76057.484375
Iteration 289Q: 24 clusters Score -1.112309e+08 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 37064 members 
Mstep: Class 3 contains 45353 members 
Mstep: Class 4 contains 45854 members 
Mstep: Class 5 contains 44390 members 
Mstep: Class 6 contains 46430 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 46550 members 
Mstep: Class 11 contains 45757 members 
Mstep: Class 12 contains 49131 members 
Mstep: Class 13 contains 48097 members 
Mstep: Class 14 contains 43027 members 
Mstep: Class 15 contains 25862 members 
Mstep: Class 16 contains 43225 members 
Mstep: Class 17 contains 46796 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 785 members 
Mstep: Class 21 contains 36428 members 
Mstep: Class 22 contains 5950 members 
Mstep: Class 23 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111230800.000000 Penalty: 76057.484375
Iteration 290Q: 24 clusters Score -1.112308e+08 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 37069 members 
Mstep: Class 3 contains 45578 members 
Mstep: Class 4 contains 45839 members 
Mstep: Class 5 contains 44386 members 
Mstep: Class 6 contains 46389 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 46520 members 
Mstep: Class 11 contains 45781 members 
Mstep: Class 12 contains 49111 members 
Mstep: Class 13 contains 48053 members 
Mstep: Class 14 contains 42985 members 
Mstep: Class 15 contains 25861 members 
Mstep: Class 16 contains 43222 members 
Mstep: Class 17 contains 46771 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 785 members 
Mstep: Class 21 contains 36375 members 
Mstep: Class 22 contains 5972 members 
Mstep: Class 23 contains 1217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111230880.000000 Penalty: 76057.484375
Iteration 291Q: 24 clusters Score -1.112309e+08 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 37076 members 
Mstep: Class 3 contains 45799 members 
Mstep: Class 4 contains 45876 members 
Mstep: Class 5 contains 44355 members 
Mstep: Class 6 contains 46340 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 46516 members 
Mstep: Class 11 contains 45792 members 
Mstep: Class 12 contains 49060 members 
Mstep: Class 13 contains 47998 members 
Mstep: Class 14 contains 42965 members 
Mstep: Class 15 contains 25863 members 
Mstep: Class 16 contains 43224 members 
Mstep: Class 17 contains 46736 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 785 members 
Mstep: Class 21 contains 36315 members 
Mstep: Class 22 contains 5997 members 
Mstep: Class 23 contains 1217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111231104.000000 Penalty: 76057.484375
Iteration 292Q: 24 clusters Score -1.112311e+08 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 37087 members 
Mstep: Class 3 contains 45990 members 
Mstep: Class 4 contains 45908 members 
Mstep: Class 5 contains 44343 members 
Mstep: Class 6 contains 46309 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 46461 members 
Mstep: Class 11 contains 45823 members 
Mstep: Class 12 contains 49058 members 
Mstep: Class 13 contains 47915 members 
Mstep: Class 14 contains 42937 members 
Mstep: Class 15 contains 25861 members 
Mstep: Class 16 contains 43227 members 
Mstep: Class 17 contains 46692 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 785 members 
Mstep: Class 21 contains 36287 members 
Mstep: Class 22 contains 6015 members 
Mstep: Class 23 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111230968.000000 Penalty: 76057.484375
Iteration 293Q: 24 clusters Score -1.11231e+08 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 37104 members 
Mstep: Class 3 contains 46139 members 
Mstep: Class 4 contains 45922 members 
Mstep: Class 5 contains 44334 members 
Mstep: Class 6 contains 46236 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 46438 members 
Mstep: Class 11 contains 45834 members 
Mstep: Class 12 contains 49073 members 
Mstep: Class 13 contains 47875 members 
Mstep: Class 14 contains 42925 members 
Mstep: Class 15 contains 25857 members 
Mstep: Class 16 contains 43232 members 
Mstep: Class 17 contains 46657 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 785 members 
Mstep: Class 21 contains 36250 members 
Mstep: Class 22 contains 6037 members 
Mstep: Class 23 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111231104.000000 Penalty: 76057.484375
Iteration 294Q: 24 clusters Score -1.112311e+08 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 37127 members 
Mstep: Class 3 contains 46279 members 
Mstep: Class 4 contains 45940 members 
Mstep: Class 5 contains 44316 members 
Mstep: Class 6 contains 46205 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 46398 members 
Mstep: Class 11 contains 45838 members 
Mstep: Class 12 contains 49074 members 
Mstep: Class 13 contains 47846 members 
Mstep: Class 14 contains 42919 members 
Mstep: Class 15 contains 25861 members 
Mstep: Class 16 contains 43224 members 
Mstep: Class 17 contains 46611 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 785 members 
Mstep: Class 21 contains 36209 members 
Mstep: Class 22 contains 6065 members 
Mstep: Class 23 contains 1217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111231064.000000 Penalty: 76057.484375
Iteration 295Q: 24 clusters Score -1.112311e+08 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 37147 members 
Mstep: Class 3 contains 46417 members 
Mstep: Class 4 contains 45932 members 
Mstep: Class 5 contains 44306 members 
Mstep: Class 6 contains 46220 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 46361 members 
Mstep: Class 11 contains 45846 members 
Mstep: Class 12 contains 49084 members 
Mstep: Class 13 contains 47780 members 
Mstep: Class 14 contains 42905 members 
Mstep: Class 15 contains 25859 members 
Mstep: Class 16 contains 43211 members 
Mstep: Class 17 contains 46593 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 784 members 
Mstep: Class 21 contains 36167 members 
Mstep: Class 22 contains 6084 members 
Mstep: Class 23 contains 1218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111231248.000000 Penalty: 76057.484375
Iteration 296Q: 24 clusters Score -1.112312e+08 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 37164 members 
Mstep: Class 3 contains 46501 members 
Mstep: Class 4 contains 45943 members 
Mstep: Class 5 contains 44307 members 
Mstep: Class 6 contains 46168 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 46342 members 
Mstep: Class 11 contains 45853 members 
Mstep: Class 12 contains 49194 members 
Mstep: Class 13 contains 47677 members 
Mstep: Class 14 contains 42888 members 
Mstep: Class 15 contains 25860 members 
Mstep: Class 16 contains 43196 members 
Mstep: Class 17 contains 46589 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 784 members 
Mstep: Class 21 contains 36126 members 
Mstep: Class 22 contains 6102 members 
Mstep: Class 23 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111231520.000000 Penalty: 76057.484375
Iteration 297Q: 24 clusters Score -1.112315e+08 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 37188 members 
Mstep: Class 3 contains 46588 members 
Mstep: Class 4 contains 46002 members 
Mstep: Class 5 contains 44281 members 
Mstep: Class 6 contains 46130 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 46269 members 
Mstep: Class 11 contains 45861 members 
Mstep: Class 12 contains 49260 members 
Mstep: Class 13 contains 47636 members 
Mstep: Class 14 contains 42866 members 
Mstep: Class 15 contains 25862 members 
Mstep: Class 16 contains 43193 members 
Mstep: Class 17 contains 46574 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 784 members 
Mstep: Class 21 contains 36082 members 
Mstep: Class 22 contains 6119 members 
Mstep: Class 23 contains 1219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111231664.000000 Penalty: 76057.484375
Iteration 298Q: 24 clusters Score -1.112317e+08 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 37198 members 
Mstep: Class 3 contains 46671 members 
Mstep: Class 4 contains 46050 members 
Mstep: Class 5 contains 44236 members 
Mstep: Class 6 contains 46134 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 46176 members 
Mstep: Class 11 contains 45844 members 
Mstep: Class 12 contains 49289 members 
Mstep: Class 13 contains 47647 members 
Mstep: Class 14 contains 42868 members 
Mstep: Class 15 contains 25862 members 
Mstep: Class 16 contains 43187 members 
Mstep: Class 17 contains 46562 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 785 members 
Mstep: Class 21 contains 36044 members 
Mstep: Class 22 contains 6141 members 
Mstep: Class 23 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 299Q: 24 clusters Score -1.112318e+08 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 37200 members 
Mstep: Class 3 contains 46751 members 
Mstep: Class 4 contains 46084 members 
Mstep: Class 5 contains 44209 members 
Mstep: Class 6 contains 46142 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 46094 members 
Mstep: Class 11 contains 45834 members 
Mstep: Class 12 contains 49302 members 
Mstep: Class 13 contains 47634 members 
Mstep: Class 14 contains 42854 members 
Mstep: Class 15 contains 25855 members 
Mstep: Class 16 contains 43197 members 
Mstep: Class 17 contains 46575 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 36004 members 
Mstep: Class 22 contains 6173 members 
Mstep: Class 23 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111231880.000000 Penalty: 76057.484375
Iteration 300F: 24 clusters Score -1.112319e+08 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 37196 members 
Mstep: Class 3 contains 46822 members 
Mstep: Class 4 contains 46120 members 
Mstep: Class 5 contains 44176 members 
Mstep: Class 6 contains 46152 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 46031 members 
Mstep: Class 11 contains 45828 members 
Mstep: Class 12 contains 49311 members 
Mstep: Class 13 contains 47625 members 
Mstep: Class 14 contains 42835 members 
Mstep: Class 15 contains 25855 members 
Mstep: Class 16 contains 43207 members 
Mstep: Class 17 contains 46585 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 35960 members 
Mstep: Class 22 contains 6205 members 
Mstep: Class 23 contains 1220 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 301Q: 24 clusters Score -1.112319e+08 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 37191 members 
Mstep: Class 3 contains 46886 members 
Mstep: Class 4 contains 46130 members 
Mstep: Class 5 contains 44169 members 
Mstep: Class 6 contains 46160 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 45991 members 
Mstep: Class 11 contains 45823 members 
Mstep: Class 12 contains 49311 members 
Mstep: Class 13 contains 47613 members 
Mstep: Class 14 contains 42805 members 
Mstep: Class 15 contains 25857 members 
Mstep: Class 16 contains 43207 members 
Mstep: Class 17 contains 46600 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 35923 members 
Mstep: Class 22 contains 6241 members 
Mstep: Class 23 contains 1221 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 302Q: 24 clusters Score -1.11232e+08 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 37177 members 
Mstep: Class 3 contains 46970 members 
Mstep: Class 4 contains 46114 members 
Mstep: Class 5 contains 44179 members 
Mstep: Class 6 contains 46178 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 45962 members 
Mstep: Class 11 contains 45821 members 
Mstep: Class 12 contains 49279 members 
Mstep: Class 13 contains 47630 members 
Mstep: Class 14 contains 42794 members 
Mstep: Class 15 contains 25854 members 
Mstep: Class 16 contains 43205 members 
Mstep: Class 17 contains 46604 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 35870 members 
Mstep: Class 22 contains 6270 members 
Mstep: Class 23 contains 1221 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 303Q: 24 clusters Score -1.11232e+08 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 37160 members 
Mstep: Class 3 contains 47036 members 
Mstep: Class 4 contains 46125 members 
Mstep: Class 5 contains 44154 members 
Mstep: Class 6 contains 46178 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 45962 members 
Mstep: Class 11 contains 45831 members 
Mstep: Class 12 contains 49254 members 
Mstep: Class 13 contains 47617 members 
Mstep: Class 14 contains 42791 members 
Mstep: Class 15 contains 25852 members 
Mstep: Class 16 contains 43183 members 
Mstep: Class 17 contains 46637 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 35828 members 
Mstep: Class 22 contains 6299 members 
Mstep: Class 23 contains 1221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111231928.000000 Penalty: 76057.484375
Iteration 304Q: 24 clusters Score -1.112319e+08 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 37147 members 
Mstep: Class 3 contains 47091 members 
Mstep: Class 4 contains 46125 members 
Mstep: Class 5 contains 44173 members 
Mstep: Class 6 contains 46204 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 45945 members 
Mstep: Class 11 contains 45821 members 
Mstep: Class 12 contains 49239 members 
Mstep: Class 13 contains 47593 members 
Mstep: Class 14 contains 42805 members 
Mstep: Class 15 contains 25852 members 
Mstep: Class 16 contains 43173 members 
Mstep: Class 17 contains 46650 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 35770 members 
Mstep: Class 22 contains 6318 members 
Mstep: Class 23 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111231944.000000 Penalty: 76057.484375
Iteration 305Q: 24 clusters Score -1.112319e+08 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 37121 members 
Mstep: Class 3 contains 47135 members 
Mstep: Class 4 contains 46123 members 
Mstep: Class 5 contains 44178 members 
Mstep: Class 6 contains 46211 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 45938 members 
Mstep: Class 11 contains 45822 members 
Mstep: Class 12 contains 49230 members 
Mstep: Class 13 contains 47599 members 
Mstep: Class 14 contains 42836 members 
Mstep: Class 15 contains 25846 members 
Mstep: Class 16 contains 43166 members 
Mstep: Class 17 contains 46651 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 35712 members 
Mstep: Class 22 contains 6338 members 
Mstep: Class 23 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111231728.000000 Penalty: 76057.484375
Iteration 306Q: 24 clusters Score -1.112317e+08 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 37121 members 
Mstep: Class 3 contains 47202 members 
Mstep: Class 4 contains 46116 members 
Mstep: Class 5 contains 44199 members 
Mstep: Class 6 contains 46235 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 45891 members 
Mstep: Class 11 contains 45829 members 
Mstep: Class 12 contains 49221 members 
Mstep: Class 13 contains 47578 members 
Mstep: Class 14 contains 42843 members 
Mstep: Class 15 contains 25842 members 
Mstep: Class 16 contains 43143 members 
Mstep: Class 17 contains 46660 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 35677 members 
Mstep: Class 22 contains 6350 members 
Mstep: Class 23 contains 1221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111231616.000000 Penalty: 76057.484375
Iteration 307Q: 24 clusters Score -1.112316e+08 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 37108 members 
Mstep: Class 3 contains 47261 members 
Mstep: Class 4 contains 46081 members 
Mstep: Class 5 contains 44221 members 
Mstep: Class 6 contains 46238 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 45849 members 
Mstep: Class 11 contains 45835 members 
Mstep: Class 12 contains 49252 members 
Mstep: Class 13 contains 47571 members 
Mstep: Class 14 contains 42855 members 
Mstep: Class 15 contains 25848 members 
Mstep: Class 16 contains 43131 members 
Mstep: Class 17 contains 46661 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 35633 members 
Mstep: Class 22 contains 6364 members 
Mstep: Class 23 contains 1221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111231600.000000 Penalty: 76057.484375
Iteration 308Q: 24 clusters Score -1.112316e+08 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 37076 members 
Mstep: Class 3 contains 47330 members 
Mstep: Class 4 contains 46105 members 
Mstep: Class 5 contains 44246 members 
Mstep: Class 6 contains 46231 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 45771 members 
Mstep: Class 11 contains 45842 members 
Mstep: Class 12 contains 49265 members 
Mstep: Class 13 contains 47561 members 
Mstep: Class 14 contains 42865 members 
Mstep: Class 15 contains 25847 members 
Mstep: Class 16 contains 43122 members 
Mstep: Class 17 contains 46669 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 35598 members 
Mstep: Class 22 contains 6380 members 
Mstep: Class 23 contains 1221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111231624.000000 Penalty: 76057.484375
Iteration 309Q: 24 clusters Score -1.112316e+08 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 37056 members 
Mstep: Class 3 contains 47415 members 
Mstep: Class 4 contains 46142 members 
Mstep: Class 5 contains 44245 members 
Mstep: Class 6 contains 46221 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 45724 members 
Mstep: Class 11 contains 45839 members 
Mstep: Class 12 contains 49214 members 
Mstep: Class 13 contains 47577 members 
Mstep: Class 14 contains 42871 members 
Mstep: Class 15 contains 25847 members 
Mstep: Class 16 contains 43125 members 
Mstep: Class 17 contains 46678 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 35560 members 
Mstep: Class 22 contains 6394 members 
Mstep: Class 23 contains 1221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111231688.000000 Penalty: 76057.484375
Iteration 310Q: 24 clusters Score -1.112317e+08 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 37038 members 
Mstep: Class 3 contains 47502 members 
Mstep: Class 4 contains 46132 members 
Mstep: Class 5 contains 44256 members 
Mstep: Class 6 contains 46210 members 
Mstep: Class 7 contains 576 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 45672 members 
Mstep: Class 11 contains 45846 members 
Mstep: Class 12 contains 49161 members 
Mstep: Class 13 contains 47611 members 
Mstep: Class 14 contains 42860 members 
Mstep: Class 15 contains 25851 members 
Mstep: Class 16 contains 43122 members 
Mstep: Class 17 contains 46701 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 35547 members 
Mstep: Class 22 contains 6400 members 
Mstep: Class 23 contains 1221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111231816.000000 Penalty: 76057.484375
Iteration 311Q: 24 clusters Score -1.112318e+08 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 37014 members 
Mstep: Class 3 contains 47567 members 
Mstep: Class 4 contains 46103 members 
Mstep: Class 5 contains 44239 members 
Mstep: Class 6 contains 46220 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 45641 members 
Mstep: Class 11 contains 45838 members 
Mstep: Class 12 contains 49132 members 
Mstep: Class 13 contains 47642 members 
Mstep: Class 14 contains 42863 members 
Mstep: Class 15 contains 25852 members 
Mstep: Class 16 contains 43145 members 
Mstep: Class 17 contains 46712 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 35538 members 
Mstep: Class 22 contains 6403 members 
Mstep: Class 23 contains 1221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111231752.000000 Penalty: 76057.484375
Iteration 312Q: 24 clusters Score -1.112318e+08 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 37002 members 
Mstep: Class 3 contains 47653 members 
Mstep: Class 4 contains 46107 members 
Mstep: Class 5 contains 44205 members 
Mstep: Class 6 contains 46225 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 45619 members 
Mstep: Class 11 contains 45834 members 
Mstep: Class 12 contains 49086 members 
Mstep: Class 13 contains 47665 members 
Mstep: Class 14 contains 42859 members 
Mstep: Class 15 contains 25846 members 
Mstep: Class 16 contains 43166 members 
Mstep: Class 17 contains 46717 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 785 members 
Mstep: Class 21 contains 35521 members 
Mstep: Class 22 contains 6405 members 
Mstep: Class 23 contains 1221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111231832.000000 Penalty: 76057.484375
Iteration 313Q: 24 clusters Score -1.112318e+08 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 36995 members 
Mstep: Class 3 contains 47743 members 
Mstep: Class 4 contains 46115 members 
Mstep: Class 5 contains 44175 members 
Mstep: Class 6 contains 46221 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 45647 members 
Mstep: Class 11 contains 45824 members 
Mstep: Class 12 contains 48988 members 
Mstep: Class 13 contains 47686 members 
Mstep: Class 14 contains 42859 members 
Mstep: Class 15 contains 25845 members 
Mstep: Class 16 contains 43178 members 
Mstep: Class 17 contains 46731 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 785 members 
Mstep: Class 21 contains 35492 members 
Mstep: Class 22 contains 6411 members 
Mstep: Class 23 contains 1221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111231768.000000 Penalty: 76057.484375
Iteration 314Q: 24 clusters Score -1.112318e+08 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 36976 members 
Mstep: Class 3 contains 47817 members 
Mstep: Class 4 contains 46111 members 
Mstep: Class 5 contains 44180 members 
Mstep: Class 6 contains 46227 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 45675 members 
Mstep: Class 11 contains 45813 members 
Mstep: Class 12 contains 48905 members 
Mstep: Class 13 contains 47688 members 
Mstep: Class 14 contains 42851 members 
Mstep: Class 15 contains 25848 members 
Mstep: Class 16 contains 43189 members 
Mstep: Class 17 contains 46729 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 785 members 
Mstep: Class 21 contains 35477 members 
Mstep: Class 22 contains 6423 members 
Mstep: Class 23 contains 1221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111231824.000000 Penalty: 76057.484375
Iteration 315Q: 24 clusters Score -1.112318e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 36965 members 
Mstep: Class 3 contains 47862 members 
Mstep: Class 4 contains 46061 members 
Mstep: Class 5 contains 44160 members 
Mstep: Class 6 contains 46212 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 45728 members 
Mstep: Class 11 contains 45798 members 
Mstep: Class 12 contains 48895 members 
Mstep: Class 13 contains 47721 members 
Mstep: Class 14 contains 42840 members 
Mstep: Class 15 contains 25853 members 
Mstep: Class 16 contains 43204 members 
Mstep: Class 17 contains 46736 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 785 members 
Mstep: Class 21 contains 35445 members 
Mstep: Class 22 contains 6430 members 
Mstep: Class 23 contains 1221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111232056.000000 Penalty: 76057.484375
Iteration 316Q: 24 clusters Score -1.112321e+08 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 36927 members 
Mstep: Class 3 contains 47905 members 
Mstep: Class 4 contains 46036 members 
Mstep: Class 5 contains 44144 members 
Mstep: Class 6 contains 46188 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 45806 members 
Mstep: Class 11 contains 45797 members 
Mstep: Class 12 contains 48843 members 
Mstep: Class 13 contains 47747 members 
Mstep: Class 14 contains 42833 members 
Mstep: Class 15 contains 25862 members 
Mstep: Class 16 contains 43207 members 
Mstep: Class 17 contains 46761 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 785 members 
Mstep: Class 21 contains 35417 members 
Mstep: Class 22 contains 6437 members 
Mstep: Class 23 contains 1221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111232232.000000 Penalty: 76057.484375
Iteration 317Q: 24 clusters Score -1.112322e+08 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 36890 members 
Mstep: Class 3 contains 47940 members 
Mstep: Class 4 contains 46018 members 
Mstep: Class 5 contains 44131 members 
Mstep: Class 6 contains 46176 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 45856 members 
Mstep: Class 11 contains 45780 members 
Mstep: Class 12 contains 48846 members 
Mstep: Class 13 contains 47768 members 
Mstep: Class 14 contains 42820 members 
Mstep: Class 15 contains 25867 members 
Mstep: Class 16 contains 43207 members 
Mstep: Class 17 contains 46790 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 785 members 
Mstep: Class 21 contains 35379 members 
Mstep: Class 22 contains 6441 members 
Mstep: Class 23 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111232320.000000 Penalty: 76057.484375
Iteration 318Q: 24 clusters Score -1.112323e+08 nChanged 926
Entering ConstructFrom: 
Score: -111232320.000000 Penalty: 76057.484375
Entering ConstructFrom: 
Trying to split cluster 1 (2547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Entering Unmasked Estep 
Score: -431226.125000 Penalty: 1944.982544
	Iteration 0F: 2 clusters Score -431226.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -428246.468750 Penalty: 3889.965088
	Iteration 0F: 3 clusters Score -428246.5 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -428912.500000 Penalty: 3889.965088
	Iteration 1F: 3 clusters Score -428912.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -429164.750000 Penalty: 3889.965088
	Iteration 2F: 3 clusters Score -429164.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -429340.500000 Penalty: 3889.965088
	Iteration 3F: 3 clusters Score -429340.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -429427.906250 Penalty: 3889.965088
	Iteration 4Q: 3 clusters Score -429427.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -429492.312500 Penalty: 3889.965088
	Iteration 5Q: 3 clusters Score -429492.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -429538.718750 Penalty: 3889.965088
	Iteration 6Q: 3 clusters Score -429538.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -429590.312500 Penalty: 3889.965088
	Iteration 7Q: 3 clusters Score -429590.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -429633.750000 Penalty: 3889.965088
	Iteration 8Q: 3 clusters Score -429633.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -429689.625000 Penalty: 3889.965088
	Iteration 9Q: 3 clusters Score -429689.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -429759.625000 Penalty: 3889.965088
	Iteration 10Q: 3 clusters Score -429759.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -429835.656250 Penalty: 3889.965088
	Iteration 11Q: 3 clusters Score -429835.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -429896.781250 Penalty: 3889.965088
	Iteration 12Q: 3 clusters Score -429896.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -429928.718750 Penalty: 3889.965088
	Iteration 13Q: 3 clusters Score -429928.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -429956.593750 Penalty: 3889.965088
	Iteration 14Q: 3 clusters Score -429956.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -429986.500000 Penalty: 3889.965088
	Iteration 15Q: 3 clusters Score -429986.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -430024.937500 Penalty: 3889.965088
	Iteration 16Q: 3 clusters Score -430024.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -430069.750000 Penalty: 3889.965088
	Iteration 17Q: 3 clusters Score -430069.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -430103.250000 Penalty: 3889.965088
	Iteration 18Q: 3 clusters Score -430103.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -430129.375000 Penalty: 3889.965088
	Iteration 19Q: 3 clusters Score -430129.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -430156.906250 Penalty: 3889.965088
	Iteration 20F: 3 clusters Score -430156.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -430180.968750 Penalty: 3889.965088
	Iteration 21Q: 3 clusters Score -430181 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -430201.687500 Penalty: 3889.965088
	Iteration 22Q: 3 clusters Score -430201.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -430221.375000 Penalty: 3889.965088
	Iteration 23Q: 3 clusters Score -430221.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -430242.218750 Penalty: 3889.965088
	Iteration 24Q: 3 clusters Score -430242.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -430264.906250 Penalty: 3889.965088
	Iteration 25Q: 3 clusters Score -430264.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -430292.718750 Penalty: 3889.965088
	Iteration 26Q: 3 clusters Score -430292.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -430320.156250 Penalty: 3889.965088
	Iteration 27Q: 3 clusters Score -430320.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -430339.625000 Penalty: 3889.965088
	Iteration 28Q: 3 clusters Score -430339.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -430355.968750 Penalty: 3889.965088
	Iteration 29Q: 3 clusters Score -430356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -430370.250000 Penalty: 3889.965088
	Iteration 30Q: 3 clusters Score -430370.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -430387.843750 Penalty: 3889.965088
	Iteration 31Q: 3 clusters Score -430387.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -430401.375000 Penalty: 3889.965088
	Iteration 32Q: 3 clusters Score -430401.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -430410.906250 Penalty: 3889.965088
	Iteration 33Q: 3 clusters Score -430410.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -430415.968750 Penalty: 3889.965088
	Iteration 34Q: 3 clusters Score -430416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -430421.000000 Penalty: 3889.965088
	Iteration 35Q: 3 clusters Score -430421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -430424.718750 Penalty: 3889.965088
	Iteration 36Q: 3 clusters Score -430424.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -430430.781250 Penalty: 3889.965088
	Iteration 37Q: 3 clusters Score -430430.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -430436.031250 Penalty: 3889.965088
	Iteration 38Q: 3 clusters Score -430436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -430439.937500 Penalty: 3889.965088
	Iteration 39Q: 3 clusters Score -430439.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -430441.437500 Penalty: 3889.965088
	Iteration 40F: 3 clusters Score -430441.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -430442.406250 Penalty: 3889.965088
	Iteration 41Q: 3 clusters Score -430442.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -430446.218750 Penalty: 3889.965088
	Iteration 42Q: 3 clusters Score -430446.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -430451.125000 Penalty: 3889.965088
	Iteration 43Q: 3 clusters Score -430451.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -430452.343750 Penalty: 3889.965088
	Iteration 44Q: 3 clusters Score -430452.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -430452.343750 Penalty: 3889.965088
	Iteration 45F: 3 clusters Score -430452.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (36874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36874 members 
Entering Unmasked Estep 
Score: -6715658.500000 Penalty: 2607.784912
	Iteration 0F: 2 clusters Score -6715658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -6690645.000000 Penalty: 5215.569824
	Iteration 0F: 3 clusters Score -6690645 nChanged 16675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -6699889.000000 Penalty: 5215.569824
	Iteration 1F: 3 clusters Score -6699889 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -6700310.000000 Penalty: 5215.569824
	Iteration 2Q: 3 clusters Score -6700310 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -6700690.000000 Penalty: 5215.569824
	Iteration 3Q: 3 clusters Score -6700690 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -6701093.500000 Penalty: 5215.569824
	Iteration 4Q: 3 clusters Score -6701094 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -6701433.500000 Penalty: 5215.569824
	Iteration 5Q: 3 clusters Score -6701434 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -6701902.000000 Penalty: 5215.569824
	Iteration 6Q: 3 clusters Score -6701902 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -6702420.000000 Penalty: 5215.569824
	Iteration 7Q: 3 clusters Score -6702420 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -6703043.500000 Penalty: 5215.569824
	Iteration 8Q: 3 clusters Score -6703044 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -6703849.000000 Penalty: 5215.569824
	Iteration 9Q: 3 clusters Score -6703849 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -6704946.000000 Penalty: 5215.569824
	Iteration 10Q: 3 clusters Score -6704946 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -6706311.000000 Penalty: 5215.569824
	Iteration 11F: 3 clusters Score -6706311 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -6707659.500000 Penalty: 5215.569824
	Iteration 12F: 3 clusters Score -6707660 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -6708487.500000 Penalty: 5215.569824
	Iteration 13Q: 3 clusters Score -6708488 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -6708903.500000 Penalty: 5215.569824
	Iteration 14Q: 3 clusters Score -6708904 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -6709095.000000 Penalty: 5215.569824
	Iteration 15Q: 3 clusters Score -6709095 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -6709219.500000 Penalty: 5215.569824
	Iteration 16Q: 3 clusters Score -6709220 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -6709309.000000 Penalty: 5215.569824
	Iteration 17Q: 3 clusters Score -6709309 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -6709423.500000 Penalty: 5215.569824
	Iteration 18Q: 3 clusters Score -6709424 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -6709513.000000 Penalty: 5215.569824
	Iteration 19Q: 3 clusters Score -6709513 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -6709637.000000 Penalty: 5215.569824
	Iteration 20F: 3 clusters Score -6709637 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -6709741.500000 Penalty: 5215.569824
	Iteration 21Q: 3 clusters Score -6709742 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -6709907.500000 Penalty: 5215.569824
	Iteration 22Q: 3 clusters Score -6709908 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -6710046.000000 Penalty: 5215.569824
	Iteration 23Q: 3 clusters Score -6710046 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -6710172.500000 Penalty: 5215.569824
	Iteration 24Q: 3 clusters Score -6710172 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -6710344.500000 Penalty: 5215.569824
	Iteration 25Q: 3 clusters Score -6710344 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -6710563.500000 Penalty: 5215.569824
	Iteration 26Q: 3 clusters Score -6710564 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -6710803.500000 Penalty: 5215.569824
	Iteration 27Q: 3 clusters Score -6710804 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -6711036.500000 Penalty: 5215.569824
	Iteration 28Q: 3 clusters Score -6711036 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -6711327.000000 Penalty: 5215.569824
	Iteration 29Q: 3 clusters Score -6711327 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -6711592.500000 Penalty: 5215.569824
	Iteration 30Q: 3 clusters Score -6711592 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -6711847.000000 Penalty: 5215.569824
	Iteration 31Q: 3 clusters Score -6711847 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -6712060.000000 Penalty: 5215.569824
	Iteration 32Q: 3 clusters Score -6712060 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -6712246.500000 Penalty: 5215.569824
	Iteration 33Q: 3 clusters Score -6712246 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -6712386.000000 Penalty: 5215.569824
	Iteration 34Q: 3 clusters Score -6712386 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -6712513.500000 Penalty: 5215.569824
	Iteration 35Q: 3 clusters Score -6712514 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -6712588.000000 Penalty: 5215.569824
	Iteration 36Q: 3 clusters Score -6712588 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -6712677.000000 Penalty: 5215.569824
	Iteration 37Q: 3 clusters Score -6712677 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -6712749.000000 Penalty: 5215.569824
	Iteration 38Q: 3 clusters Score -6712749 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -6712826.000000 Penalty: 5215.569824
	Iteration 39Q: 3 clusters Score -6712826 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30649 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -6712909.000000 Penalty: 5215.569824
	Iteration 40F: 3 clusters Score -6712909 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -6712994.000000 Penalty: 5215.569824
	Iteration 41Q: 3 clusters Score -6712994 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -6713057.000000 Penalty: 5215.569824
	Iteration 42Q: 3 clusters Score -6713057 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -6713119.500000 Penalty: 5215.569824
	Iteration 43Q: 3 clusters Score -6713120 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31571 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -6713154.500000 Penalty: 5215.569824
	Iteration 44Q: 3 clusters Score -6713154 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -6713202.000000 Penalty: 5215.569824
	Iteration 45Q: 3 clusters Score -6713202 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -6713262.500000 Penalty: 5215.569824
	Iteration 46Q: 3 clusters Score -6713262 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -6713289.500000 Penalty: 5215.569824
	Iteration 47Q: 3 clusters Score -6713290 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -6713295.000000 Penalty: 5215.569824
	Iteration 48Q: 3 clusters Score -6713295 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32212 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -6713307.500000 Penalty: 5215.569824
	Iteration 49Q: 3 clusters Score -6713308 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -6713348.500000 Penalty: 5215.569824
	Iteration 50Q: 3 clusters Score -6713348 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -6713381.000000 Penalty: 5215.569824
	Iteration 51Q: 3 clusters Score -6713381 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -6713403.000000 Penalty: 5215.569824
	Iteration 52Q: 3 clusters Score -6713403 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32599 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -6713413.500000 Penalty: 5215.569824
	Iteration 53Q: 3 clusters Score -6713414 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -6713425.000000 Penalty: 5215.569824
	Iteration 54Q: 3 clusters Score -6713425 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -6713433.500000 Penalty: 5215.569824
	Iteration 55Q: 3 clusters Score -6713434 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -6713456.500000 Penalty: 5215.569824
	Iteration 56Q: 3 clusters Score -6713456 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32842 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -6713461.000000 Penalty: 5215.569824
	Iteration 57Q: 3 clusters Score -6713461 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32896 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -6713462.500000 Penalty: 5215.569824
	Iteration 58Q: 3 clusters Score -6713462 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -6713472.000000 Penalty: 5215.569824
	Iteration 59Q: 3 clusters Score -6713472 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -6713485.500000 Penalty: 5215.569824
	Iteration 60F: 3 clusters Score -6713486 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -6713481.000000 Penalty: 5215.569824
	Iteration 61Q: 3 clusters Score -6713481 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -6713496.000000 Penalty: 5215.569824
	Iteration 62Q: 3 clusters Score -6713496 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -6713497.000000 Penalty: 5215.569824
	Iteration 63Q: 3 clusters Score -6713497 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -6713514.500000 Penalty: 5215.569824
	Iteration 64Q: 3 clusters Score -6713514 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33226 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -6713514.000000 Penalty: 5215.569824
	Iteration 65Q: 3 clusters Score -6713514 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33276 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -6713529.000000 Penalty: 5215.569824
	Iteration 66Q: 3 clusters Score -6713529 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -6713532.500000 Penalty: 5215.569824
	Iteration 67Q: 3 clusters Score -6713532 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -6713545.500000 Penalty: 5215.569824
	Iteration 68Q: 3 clusters Score -6713546 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33417 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -6713545.500000 Penalty: 5215.569824
	Iteration 69Q: 3 clusters Score -6713546 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33463 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -6713551.500000 Penalty: 5215.569824
	Iteration 70Q: 3 clusters Score -6713552 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -6713569.000000 Penalty: 5215.569824
	Iteration 71Q: 3 clusters Score -6713569 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -6713594.000000 Penalty: 5215.569824
	Iteration 72Q: 3 clusters Score -6713594 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33622 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -6713599.000000 Penalty: 5215.569824
	Iteration 73Q: 3 clusters Score -6713599 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -6713608.000000 Penalty: 5215.569824
	Iteration 74Q: 3 clusters Score -6713608 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -6713606.500000 Penalty: 5215.569824
	Iteration 75Q: 3 clusters Score -6713606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -6713627.500000 Penalty: 5215.569824
	Iteration 76Q: 3 clusters Score -6713628 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -6713627.500000 Penalty: 5215.569824
	Iteration 77Q: 3 clusters Score -6713628 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -6713636.500000 Penalty: 5215.569824
	Iteration 78Q: 3 clusters Score -6713636 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -6713651.500000 Penalty: 5215.569824
	Iteration 79Q: 3 clusters Score -6713652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33868 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -6713648.500000 Penalty: 5215.569824
	Iteration 80F: 3 clusters Score -6713648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33890 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -6713652.000000 Penalty: 5215.569824
	Iteration 81Q: 3 clusters Score -6713652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33912 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -6713658.500000 Penalty: 5215.569824
	Iteration 82Q: 3 clusters Score -6713658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -6713664.500000 Penalty: 5215.569824
	Iteration 83Q: 3 clusters Score -6713664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -6713670.500000 Penalty: 5215.569824
	Iteration 84Q: 3 clusters Score -6713670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -6713664.000000 Penalty: 5215.569824
	Iteration 85Q: 3 clusters Score -6713664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -6713666.500000 Penalty: 5215.569824
	Iteration 86Q: 3 clusters Score -6713666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -6713667.500000 Penalty: 5215.569824
	Iteration 87Q: 3 clusters Score -6713668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -6713658.000000 Penalty: 5215.569824
	Iteration 88Q: 3 clusters Score -6713658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -6713659.500000 Penalty: 5215.569824
	Iteration 89Q: 3 clusters Score -6713660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34011 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -6713662.500000 Penalty: 5215.569824
	Iteration 90Q: 3 clusters Score -6713662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -6713667.000000 Penalty: 5215.569824
	Iteration 91Q: 3 clusters Score -6713667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -6713668.000000 Penalty: 5215.569824
	Iteration 92Q: 3 clusters Score -6713668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -6713658.000000 Penalty: 5215.569824
	Iteration 93Q: 3 clusters Score -6713658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -6713658.000000 Penalty: 5215.569824
	Iteration 94F: 3 clusters Score -6713658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47963 members 
Entering Unmasked Estep 
Score: -8742382.000000 Penalty: 2672.989746
	Iteration 0F: 2 clusters Score -8742382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -8711777.000000 Penalty: 5345.979492
	Iteration 0F: 3 clusters Score -8711777 nChanged 22128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -8724163.000000 Penalty: 5345.979492
	Iteration 1F: 3 clusters Score -8724163 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -8725117.000000 Penalty: 5345.979492
	Iteration 2Q: 3 clusters Score -8725117 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -8726599.000000 Penalty: 5345.979492
	Iteration 3Q: 3 clusters Score -8726599 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -8728461.000000 Penalty: 5345.979492
	Iteration 4F: 3 clusters Score -8728461 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -8730855.000000 Penalty: 5345.979492
	Iteration 5F: 3 clusters Score -8730855 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -8733646.000000 Penalty: 5345.979492
	Iteration 6F: 3 clusters Score -8733646 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -8736560.000000 Penalty: 5345.979492
	Iteration 7F: 3 clusters Score -8736560 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -8739221.000000 Penalty: 5345.979492
	Iteration 8F: 3 clusters Score -8739221 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -8741028.000000 Penalty: 5345.979492
	Iteration 9F: 3 clusters Score -8741028 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -8741913.000000 Penalty: 5345.979492
	Iteration 10Q: 3 clusters Score -8741913 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -8742421.000000 Penalty: 5345.979492
	Iteration 11Q: 3 clusters Score -8742421 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -8742850.000000 Penalty: 5345.979492
	Iteration 12Q: 3 clusters Score -8742850 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -8743138.000000 Penalty: 5345.979492
	Iteration 13Q: 3 clusters Score -8743138 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28786 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -8743330.000000 Penalty: 5345.979492
	Iteration 14Q: 3 clusters Score -8743330 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -8743452.000000 Penalty: 5345.979492
	Iteration 15Q: 3 clusters Score -8743452 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -8743515.000000 Penalty: 5345.979492
	Iteration 16Q: 3 clusters Score -8743515 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -8743606.000000 Penalty: 5345.979492
	Iteration 17Q: 3 clusters Score -8743606 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -8743650.000000 Penalty: 5345.979492
	Iteration 18Q: 3 clusters Score -8743650 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -8743684.000000 Penalty: 5345.979492
	Iteration 19Q: 3 clusters Score -8743684 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -8743677.000000 Penalty: 5345.979492
	Iteration 20F: 3 clusters Score -8743677 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -8743687.000000 Penalty: 5345.979492
	Iteration 21Q: 3 clusters Score -8743687 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -8743700.000000 Penalty: 5345.979492
	Iteration 22Q: 3 clusters Score -8743700 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -8743703.000000 Penalty: 5345.979492
	Iteration 23Q: 3 clusters Score -8743703 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -8743716.000000 Penalty: 5345.979492
	Iteration 24Q: 3 clusters Score -8743716 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -8743736.000000 Penalty: 5345.979492
	Iteration 25Q: 3 clusters Score -8743736 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -8743726.000000 Penalty: 5345.979492
	Iteration 26Q: 3 clusters Score -8743726 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -8743726.000000 Penalty: 5345.979492
	Iteration 27Q: 3 clusters Score -8743726 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -8743718.000000 Penalty: 5345.979492
	Iteration 28Q: 3 clusters Score -8743718 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -8743726.000000 Penalty: 5345.979492
	Iteration 29Q: 3 clusters Score -8743726 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -8743730.000000 Penalty: 5345.979492
	Iteration 30Q: 3 clusters Score -8743730 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -8743719.000000 Penalty: 5345.979492
	Iteration 31Q: 3 clusters Score -8743719 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -8743738.000000 Penalty: 5345.979492
	Iteration 32Q: 3 clusters Score -8743738 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -8743735.000000 Penalty: 5345.979492
	Iteration 33Q: 3 clusters Score -8743735 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -8743717.000000 Penalty: 5345.979492
	Iteration 34Q: 3 clusters Score -8743717 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -8743718.000000 Penalty: 5345.979492
	Iteration 35Q: 3 clusters Score -8743718 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -8743720.000000 Penalty: 5345.979492
	Iteration 36Q: 3 clusters Score -8743720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -8743723.000000 Penalty: 5345.979492
	Iteration 37Q: 3 clusters Score -8743723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -8743727.000000 Penalty: 5345.979492
	Iteration 38Q: 3 clusters Score -8743727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -8743722.000000 Penalty: 5345.979492
	Iteration 39Q: 3 clusters Score -8743722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -8743727.000000 Penalty: 5345.979492
	Iteration 40F: 3 clusters Score -8743727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -8743730.000000 Penalty: 5345.979492
	Iteration 41Q: 3 clusters Score -8743730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -8743735.000000 Penalty: 5345.979492
	Iteration 42Q: 3 clusters Score -8743735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30553 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -8743732.000000 Penalty: 5345.979492
	Iteration 43Q: 3 clusters Score -8743732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -8743742.000000 Penalty: 5345.979492
	Iteration 44Q: 3 clusters Score -8743742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -8743738.000000 Penalty: 5345.979492
	Iteration 45Q: 3 clusters Score -8743738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -8743739.000000 Penalty: 5345.979492
	Iteration 46Q: 3 clusters Score -8743739 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -8743752.000000 Penalty: 5345.979492
	Iteration 47Q: 3 clusters Score -8743752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30597 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -8743749.000000 Penalty: 5345.979492
	Iteration 48Q: 3 clusters Score -8743749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -8743740.000000 Penalty: 5345.979492
	Iteration 49Q: 3 clusters Score -8743740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -8743740.000000 Penalty: 5345.979492
	Iteration 50Q: 3 clusters Score -8743740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30619 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -8743739.000000 Penalty: 5345.979492
	Iteration 51Q: 3 clusters Score -8743739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -8743744.000000 Penalty: 5345.979492
	Iteration 52Q: 3 clusters Score -8743744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -8743749.000000 Penalty: 5345.979492
	Iteration 53Q: 3 clusters Score -8743749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -8743744.000000 Penalty: 5345.979492
	Iteration 54Q: 3 clusters Score -8743744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -8743750.000000 Penalty: 5345.979492
	Iteration 55Q: 3 clusters Score -8743750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -8743741.000000 Penalty: 5345.979492
	Iteration 56Q: 3 clusters Score -8743741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -8743758.000000 Penalty: 5345.979492
	Iteration 57Q: 3 clusters Score -8743758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -8743753.000000 Penalty: 5345.979492
	Iteration 58Q: 3 clusters Score -8743753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -8743759.000000 Penalty: 5345.979492
	Iteration 59Q: 3 clusters Score -8743759 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 17247 members 
Entering Unmasked Estep 
Score: -8743761.000000 Penalty: 5345.979492
	Iteration 60F: 3 clusters Score -8743761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30729 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -8743759.000000 Penalty: 5345.979492
	Iteration 61Q: 3 clusters Score -8743759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -8743769.000000 Penalty: 5345.979492
	Iteration 62Q: 3 clusters Score -8743769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -8743763.000000 Penalty: 5345.979492
	Iteration 63Q: 3 clusters Score -8743763 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -8743759.000000 Penalty: 5345.979492
	Iteration 64Q: 3 clusters Score -8743759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -8743750.000000 Penalty: 5345.979492
	Iteration 65Q: 3 clusters Score -8743750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -8743754.000000 Penalty: 5345.979492
	Iteration 66Q: 3 clusters Score -8743754 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -8743746.000000 Penalty: 5345.979492
	Iteration 67Q: 3 clusters Score -8743746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -8743752.000000 Penalty: 5345.979492
	Iteration 68Q: 3 clusters Score -8743752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -8743753.000000 Penalty: 5345.979492
	Iteration 69Q: 3 clusters Score -8743753 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -8743740.000000 Penalty: 5345.979492
	Iteration 70Q: 3 clusters Score -8743740 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -8743733.000000 Penalty: 5345.979492
	Iteration 71Q: 3 clusters Score -8743733 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -8743735.000000 Penalty: 5345.979492
	Iteration 72Q: 3 clusters Score -8743735 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -8743726.000000 Penalty: 5345.979492
	Iteration 73Q: 3 clusters Score -8743726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -8743721.000000 Penalty: 5345.979492
	Iteration 74Q: 3 clusters Score -8743721 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -8743722.000000 Penalty: 5345.979492
	Iteration 75Q: 3 clusters Score -8743722 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -8743711.000000 Penalty: 5345.979492
	Iteration 76Q: 3 clusters Score -8743711 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -8743719.000000 Penalty: 5345.979492
	Iteration 77Q: 3 clusters Score -8743719 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31047 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -8743721.000000 Penalty: 5345.979492
	Iteration 78Q: 3 clusters Score -8743721 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -8743719.000000 Penalty: 5345.979492
	Iteration 79Q: 3 clusters Score -8743719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -8743725.000000 Penalty: 5345.979492
	Iteration 80F: 3 clusters Score -8743725 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -8743724.000000 Penalty: 5345.979492
	Iteration 81Q: 3 clusters Score -8743724 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -8743722.000000 Penalty: 5345.979492
	Iteration 82Q: 3 clusters Score -8743722 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31137 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -8743714.000000 Penalty: 5345.979492
	Iteration 83Q: 3 clusters Score -8743714 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -8743732.000000 Penalty: 5345.979492
	Iteration 84Q: 3 clusters Score -8743732 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31204 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -8743734.000000 Penalty: 5345.979492
	Iteration 85Q: 3 clusters Score -8743734 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -8743715.000000 Penalty: 5345.979492
	Iteration 86Q: 3 clusters Score -8743715 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -8743743.000000 Penalty: 5345.979492
	Iteration 87Q: 3 clusters Score -8743743 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31308 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -8743751.000000 Penalty: 5345.979492
	Iteration 88Q: 3 clusters Score -8743751 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -8743736.000000 Penalty: 5345.979492
	Iteration 89Q: 3 clusters Score -8743736 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31364 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -8743736.000000 Penalty: 5345.979492
	Iteration 90Q: 3 clusters Score -8743736 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -8743717.000000 Penalty: 5345.979492
	Iteration 91Q: 3 clusters Score -8743717 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -8743722.000000 Penalty: 5345.979492
	Iteration 92Q: 3 clusters Score -8743722 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -8743725.000000 Penalty: 5345.979492
	Iteration 93Q: 3 clusters Score -8743725 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -8743751.000000 Penalty: 5345.979492
	Iteration 94Q: 3 clusters Score -8743751 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -8743739.000000 Penalty: 5345.979492
	Iteration 95Q: 3 clusters Score -8743739 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31642 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -8743738.000000 Penalty: 5345.979492
	Iteration 96Q: 3 clusters Score -8743738 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31699 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -8743751.000000 Penalty: 5345.979492
	Iteration 97Q: 3 clusters Score -8743751 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -8743754.000000 Penalty: 5345.979492
	Iteration 98Q: 3 clusters Score -8743754 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -8743743.000000 Penalty: 5345.979492
	Iteration 99Q: 3 clusters Score -8743743 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -8743755.000000 Penalty: 5345.979492
	Iteration 100F: 3 clusters Score -8743755 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -8743753.000000 Penalty: 5345.979492
	Iteration 101Q: 3 clusters Score -8743753 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31977 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -8743749.000000 Penalty: 5345.979492
	Iteration 102Q: 3 clusters Score -8743749 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -8743761.000000 Penalty: 5345.979492
	Iteration 103Q: 3 clusters Score -8743761 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -8743764.000000 Penalty: 5345.979492
	Iteration 104Q: 3 clusters Score -8743764 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -8743767.000000 Penalty: 5345.979492
	Iteration 105Q: 3 clusters Score -8743767 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32175 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -8743773.000000 Penalty: 5345.979492
	Iteration 106Q: 3 clusters Score -8743773 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -8743786.000000 Penalty: 5345.979492
	Iteration 107Q: 3 clusters Score -8743786 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32282 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -8743784.000000 Penalty: 5345.979492
	Iteration 108Q: 3 clusters Score -8743784 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -8743773.000000 Penalty: 5345.979492
	Iteration 109Q: 3 clusters Score -8743773 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -8743781.000000 Penalty: 5345.979492
	Iteration 110Q: 3 clusters Score -8743781 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -8743777.000000 Penalty: 5345.979492
	Iteration 111Q: 3 clusters Score -8743777 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -8743789.000000 Penalty: 5345.979492
	Iteration 112Q: 3 clusters Score -8743789 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32491 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -8743774.000000 Penalty: 5345.979492
	Iteration 113Q: 3 clusters Score -8743774 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -8743775.000000 Penalty: 5345.979492
	Iteration 114Q: 3 clusters Score -8743775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -8743786.000000 Penalty: 5345.979492
	Iteration 115Q: 3 clusters Score -8743786 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -8743780.000000 Penalty: 5345.979492
	Iteration 116Q: 3 clusters Score -8743780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -8743781.000000 Penalty: 5345.979492
	Iteration 117Q: 3 clusters Score -8743781 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -8743782.000000 Penalty: 5345.979492
	Iteration 118Q: 3 clusters Score -8743782 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32649 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -8743779.000000 Penalty: 5345.979492
	Iteration 119Q: 3 clusters Score -8743779 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -8743788.000000 Penalty: 5345.979492
	Iteration 120F: 3 clusters Score -8743788 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -8743782.000000 Penalty: 5345.979492
	Iteration 121Q: 3 clusters Score -8743782 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -8743796.000000 Penalty: 5345.979492
	Iteration 122Q: 3 clusters Score -8743796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -8743798.000000 Penalty: 5345.979492
	Iteration 123Q: 3 clusters Score -8743798 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -8743802.000000 Penalty: 5345.979492
	Iteration 124Q: 3 clusters Score -8743802 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -8743811.000000 Penalty: 5345.979492
	Iteration 125Q: 3 clusters Score -8743811 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -8743814.000000 Penalty: 5345.979492
	Iteration 126Q: 3 clusters Score -8743814 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -8743812.000000 Penalty: 5345.979492
	Iteration 127Q: 3 clusters Score -8743812 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -8743818.000000 Penalty: 5345.979492
	Iteration 128Q: 3 clusters Score -8743818 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33002 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -8743815.000000 Penalty: 5345.979492
	Iteration 129Q: 3 clusters Score -8743815 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -8743815.000000 Penalty: 5345.979492
	Iteration 130Q: 3 clusters Score -8743815 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -8743818.000000 Penalty: 5345.979492
	Iteration 131Q: 3 clusters Score -8743818 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -8743809.000000 Penalty: 5345.979492
	Iteration 132Q: 3 clusters Score -8743809 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -8743818.000000 Penalty: 5345.979492
	Iteration 133Q: 3 clusters Score -8743818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -8743813.000000 Penalty: 5345.979492
	Iteration 134Q: 3 clusters Score -8743813 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -8743824.000000 Penalty: 5345.979492
	Iteration 135Q: 3 clusters Score -8743824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -8743829.000000 Penalty: 5345.979492
	Iteration 136Q: 3 clusters Score -8743829 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -8743821.000000 Penalty: 5345.979492
	Iteration 137Q: 3 clusters Score -8743821 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -8743827.000000 Penalty: 5345.979492
	Iteration 138Q: 3 clusters Score -8743827 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -8743838.000000 Penalty: 5345.979492
	Iteration 139Q: 3 clusters Score -8743838 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33406 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -8743831.000000 Penalty: 5345.979492
	Iteration 140F: 3 clusters Score -8743831 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -8743844.000000 Penalty: 5345.979492
	Iteration 141Q: 3 clusters Score -8743844 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -8743855.000000 Penalty: 5345.979492
	Iteration 142Q: 3 clusters Score -8743855 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -8743858.000000 Penalty: 5345.979492
	Iteration 143Q: 3 clusters Score -8743858 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -8743859.000000 Penalty: 5345.979492
	Iteration 144Q: 3 clusters Score -8743859 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -8743851.000000 Penalty: 5345.979492
	Iteration 145Q: 3 clusters Score -8743851 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -8743858.000000 Penalty: 5345.979492
	Iteration 146Q: 3 clusters Score -8743858 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -8743845.000000 Penalty: 5345.979492
	Iteration 147Q: 3 clusters Score -8743845 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -8743860.000000 Penalty: 5345.979492
	Iteration 148Q: 3 clusters Score -8743860 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33782 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -8743866.000000 Penalty: 5345.979492
	Iteration 149Q: 3 clusters Score -8743866 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -8743874.000000 Penalty: 5345.979492
	Iteration 150Q: 3 clusters Score -8743874 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -8743872.000000 Penalty: 5345.979492
	Iteration 151Q: 3 clusters Score -8743872 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33902 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -8743892.000000 Penalty: 5345.979492
	Iteration 152Q: 3 clusters Score -8743892 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33933 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -8743898.000000 Penalty: 5345.979492
	Iteration 153Q: 3 clusters Score -8743898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33946 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -8743898.000000 Penalty: 5345.979492
	Iteration 154Q: 3 clusters Score -8743898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -8743888.000000 Penalty: 5345.979492
	Iteration 155Q: 3 clusters Score -8743888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -8743892.000000 Penalty: 5345.979492
	Iteration 156Q: 3 clusters Score -8743892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -8743898.000000 Penalty: 5345.979492
	Iteration 157Q: 3 clusters Score -8743898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -8743891.000000 Penalty: 5345.979492
	Iteration 158Q: 3 clusters Score -8743891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -8743898.000000 Penalty: 5345.979492
	Iteration 159Q: 3 clusters Score -8743898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34018 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -8743897.000000 Penalty: 5345.979492
	Iteration 160F: 3 clusters Score -8743897 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34025 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -8743894.000000 Penalty: 5345.979492
	Iteration 161Q: 3 clusters Score -8743894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -8743900.000000 Penalty: 5345.979492
	Iteration 162Q: 3 clusters Score -8743900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -8743904.000000 Penalty: 5345.979492
	Iteration 163Q: 3 clusters Score -8743904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -8743894.000000 Penalty: 5345.979492
	Iteration 164Q: 3 clusters Score -8743894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -8743904.000000 Penalty: 5345.979492
	Iteration 165Q: 3 clusters Score -8743904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 13908 members 
Entering Unmasked Estep 
Score: -8743899.000000 Penalty: 5345.979492
	Iteration 166Q: 3 clusters Score -8743899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -8743898.000000 Penalty: 5345.979492
	Iteration 167Q: 3 clusters Score -8743898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34059 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -8743907.000000 Penalty: 5345.979492
	Iteration 168Q: 3 clusters Score -8743907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -8743906.000000 Penalty: 5345.979492
	Iteration 169Q: 3 clusters Score -8743906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -8743905.000000 Penalty: 5345.979492
	Iteration 170Q: 3 clusters Score -8743905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -8743900.000000 Penalty: 5345.979492
	Iteration 171Q: 3 clusters Score -8743900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -8743900 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
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	Iteration 173F: 3 clusters Score -8743900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 36874 members 
Mstep: Class 3 contains 34065 members 
Mstep: Class 4 contains 46003 members 
Mstep: Class 5 contains 44121 members 
Mstep: Class 6 contains 46157 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 45912 members 
Mstep: Class 11 contains 45786 members 
Mstep: Class 12 contains 48847 members 
Mstep: Class 13 contains 47759 members 
Mstep: Class 14 contains 42815 members 
Mstep: Class 15 contains 25874 members 
Mstep: Class 16 contains 43198 members 
Mstep: Class 17 contains 46808 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 785 members 
Mstep: Class 21 contains 35339 members 
Mstep: Class 22 contains 6453 members 
Mstep: Class 23 contains 1222 members 
Mstep: Class 24 contains 13898 members 
Entering Unmasked Estep 
Score: -111232704.000000 Penalty: 79364.328125
Splitting cluster 3 changes total score from -111232320.000000 to -111232704.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 4 (46003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46003 members 
Entering Unmasked Estep 
Score: -8511033.000000 Penalty: 2662.642578
	Iteration 0F: 2 clusters Score -8511033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -8481813.000000 Penalty: 5325.285156
	Iteration 0F: 3 clusters Score -8481813 nChanged 21156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -8493392.000000 Penalty: 5325.285156
	Iteration 1F: 3 clusters Score -8493392 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -8493902.000000 Penalty: 5325.285156
	Iteration 2Q: 3 clusters Score -8493902 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -8494414.000000 Penalty: 5325.285156
	Iteration 3Q: 3 clusters Score -8494414 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -8494849.000000 Penalty: 5325.285156
	Iteration 4Q: 3 clusters Score -8494849 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -8495245.000000 Penalty: 5325.285156
	Iteration 5Q: 3 clusters Score -8495245 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -8495667.000000 Penalty: 5325.285156
	Iteration 6Q: 3 clusters Score -8495667 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -8496299.000000 Penalty: 5325.285156
	Iteration 7Q: 3 clusters Score -8496299 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -8497140.000000 Penalty: 5325.285156
	Iteration 8Q: 3 clusters Score -8497140 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29238 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -8498251.000000 Penalty: 5325.285156
	Iteration 9Q: 3 clusters Score -8498251 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -8499606.000000 Penalty: 5325.285156
	Iteration 10F: 3 clusters Score -8499606 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -8501476.000000 Penalty: 5325.285156
	Iteration 11F: 3 clusters Score -8501476 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -8503736.000000 Penalty: 5325.285156
	Iteration 12F: 3 clusters Score -8503736 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -8505846.000000 Penalty: 5325.285156
	Iteration 13F: 3 clusters Score -8505846 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -8507433.000000 Penalty: 5325.285156
	Iteration 14Q: 3 clusters Score -8507433 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -8508301.000000 Penalty: 5325.285156
	Iteration 15Q: 3 clusters Score -8508301 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -8508799.000000 Penalty: 5325.285156
	Iteration 16Q: 3 clusters Score -8508799 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44503 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -8509067.000000 Penalty: 5325.285156
	Iteration 17Q: 3 clusters Score -8509067 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44800 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -8509293.000000 Penalty: 5325.285156
	Iteration 18Q: 3 clusters Score -8509293 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -8509457.000000 Penalty: 5325.285156
	Iteration 19Q: 3 clusters Score -8509457 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45121 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -8509578.000000 Penalty: 5325.285156
	Iteration 20F: 3 clusters Score -8509578 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8509673.000000 Penalty: 5325.285156
	Iteration 21Q: 3 clusters Score -8509673 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -8509720.000000 Penalty: 5325.285156
	Iteration 22Q: 3 clusters Score -8509720 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45322 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8509755.000000 Penalty: 5325.285156
	Iteration 23Q: 3 clusters Score -8509755 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -8509800.000000 Penalty: 5325.285156
	Iteration 24Q: 3 clusters Score -8509800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -8509829.000000 Penalty: 5325.285156
	Iteration 25Q: 3 clusters Score -8509829 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45373 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -8509842.000000 Penalty: 5325.285156
	Iteration 26Q: 3 clusters Score -8509842 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -8509856.000000 Penalty: 5325.285156
	Iteration 27Q: 3 clusters Score -8509856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45397 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -8509880.000000 Penalty: 5325.285156
	Iteration 28Q: 3 clusters Score -8509880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45409 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8509886.000000 Penalty: 5325.285156
	Iteration 29Q: 3 clusters Score -8509886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45421 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -8509898.000000 Penalty: 5325.285156
	Iteration 30Q: 3 clusters Score -8509898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45424 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -8509905.000000 Penalty: 5325.285156
	Iteration 31Q: 3 clusters Score -8509905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -8509910.000000 Penalty: 5325.285156
	Iteration 32Q: 3 clusters Score -8509910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -8509908.000000 Penalty: 5325.285156
	Iteration 33Q: 3 clusters Score -8509908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45431 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8509926.000000 Penalty: 5325.285156
	Iteration 34Q: 3 clusters Score -8509926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45441 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8509939.000000 Penalty: 5325.285156
	Iteration 35Q: 3 clusters Score -8509939 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8509957.000000 Penalty: 5325.285156
	Iteration 36Q: 3 clusters Score -8509957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45451 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -8509960.000000 Penalty: 5325.285156
	Iteration 37Q: 3 clusters Score -8509960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -8509972.000000 Penalty: 5325.285156
	Iteration 38Q: 3 clusters Score -8509972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8509977.000000 Penalty: 5325.285156
	Iteration 39Q: 3 clusters Score -8509977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45473 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -8509985.000000 Penalty: 5325.285156
	Iteration 40F: 3 clusters Score -8509985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45481 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8509992.000000 Penalty: 5325.285156
	Iteration 41Q: 3 clusters Score -8509992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8509999.000000 Penalty: 5325.285156
	Iteration 42Q: 3 clusters Score -8509999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45494 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8510003.000000 Penalty: 5325.285156
	Iteration 43Q: 3 clusters Score -8510003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45504 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -8510019.000000 Penalty: 5325.285156
	Iteration 44Q: 3 clusters Score -8510019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45511 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8510021.000000 Penalty: 5325.285156
	Iteration 45Q: 3 clusters Score -8510021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45515 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8510030.000000 Penalty: 5325.285156
	Iteration 46Q: 3 clusters Score -8510030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45516 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8510027.000000 Penalty: 5325.285156
	Iteration 47Q: 3 clusters Score -8510027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45517 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8510040.000000 Penalty: 5325.285156
	Iteration 48Q: 3 clusters Score -8510040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45521 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8510046.000000 Penalty: 5325.285156
	Iteration 49Q: 3 clusters Score -8510046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -8510045.000000 Penalty: 5325.285156
	Iteration 50Q: 3 clusters Score -8510045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8510053.000000 Penalty: 5325.285156
	Iteration 51Q: 3 clusters Score -8510053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45535 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8510059.000000 Penalty: 5325.285156
	Iteration 52Q: 3 clusters Score -8510059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8510061.000000 Penalty: 5325.285156
	Iteration 53Q: 3 clusters Score -8510061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8510061.000000 Penalty: 5325.285156
	Iteration 54F: 3 clusters Score -8510061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44121 members 
Entering Unmasked Estep 
Score: -8138182.000000 Penalty: 2652.283203
	Iteration 0F: 2 clusters Score -8138182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -8109670.000000 Penalty: 5304.566406
	Iteration 0F: 3 clusters Score -8109670 nChanged 20388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -8120974.000000 Penalty: 5304.566406
	Iteration 1F: 3 clusters Score -8120974 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -8121649.000000 Penalty: 5304.566406
	Iteration 2Q: 3 clusters Score -8121649 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -8122358.500000 Penalty: 5304.566406
	Iteration 3Q: 3 clusters Score -8122358 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -8123221.000000 Penalty: 5304.566406
	Iteration 4Q: 3 clusters Score -8123221 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -8124318.000000 Penalty: 5304.566406
	Iteration 5Q: 3 clusters Score -8124318 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -8125819.000000 Penalty: 5304.566406
	Iteration 6F: 3 clusters Score -8125819 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -8127905.000000 Penalty: 5304.566406
	Iteration 7F: 3 clusters Score -8127905 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -8130458.000000 Penalty: 5304.566406
	Iteration 8F: 3 clusters Score -8130458 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -8132543.000000 Penalty: 5304.566406
	Iteration 9F: 3 clusters Score -8132543 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -8133449.000000 Penalty: 5304.566406
	Iteration 10Q: 3 clusters Score -8133449 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -8133868.000000 Penalty: 5304.566406
	Iteration 11Q: 3 clusters Score -8133868 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -8134090.000000 Penalty: 5304.566406
	Iteration 12Q: 3 clusters Score -8134090 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -8134282.500000 Penalty: 5304.566406
	Iteration 13Q: 3 clusters Score -8134282 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -8134410.500000 Penalty: 5304.566406
	Iteration 14Q: 3 clusters Score -8134410 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23779 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -8134503.000000 Penalty: 5304.566406
	Iteration 15Q: 3 clusters Score -8134503 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -8134593.000000 Penalty: 5304.566406
	Iteration 16Q: 3 clusters Score -8134593 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 20114 members 
Entering Unmasked Estep 
Score: -8134676.000000 Penalty: 5304.566406
	Iteration 17Q: 3 clusters Score -8134676 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -8134755.000000 Penalty: 5304.566406
	Iteration 18Q: 3 clusters Score -8134755 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -8134827.000000 Penalty: 5304.566406
	Iteration 19Q: 3 clusters Score -8134827 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -8134868.500000 Penalty: 5304.566406
	Iteration 20F: 3 clusters Score -8134868 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -8134940.500000 Penalty: 5304.566406
	Iteration 21Q: 3 clusters Score -8134940 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -8134995.500000 Penalty: 5304.566406
	Iteration 22Q: 3 clusters Score -8134996 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -8135030.500000 Penalty: 5304.566406
	Iteration 23Q: 3 clusters Score -8135030 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -8135081.500000 Penalty: 5304.566406
	Iteration 24Q: 3 clusters Score -8135082 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -8135115.000000 Penalty: 5304.566406
	Iteration 25Q: 3 clusters Score -8135115 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -8135148.000000 Penalty: 5304.566406
	Iteration 26Q: 3 clusters Score -8135148 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -8135157.000000 Penalty: 5304.566406
	Iteration 27Q: 3 clusters Score -8135157 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -8135200.000000 Penalty: 5304.566406
	Iteration 28Q: 3 clusters Score -8135200 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -8135207.500000 Penalty: 5304.566406
	Iteration 29Q: 3 clusters Score -8135208 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -8135267.000000 Penalty: 5304.566406
	Iteration 30Q: 3 clusters Score -8135267 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -8135272.500000 Penalty: 5304.566406
	Iteration 31Q: 3 clusters Score -8135272 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -8135276.500000 Penalty: 5304.566406
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8135267 nChanged 117
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Mstep: Class 1 contains 26366 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8135286 nChanged 144
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Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8135322 nChanged 174
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Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8135338 nChanged 177
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Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8135374 nChanged 179
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Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8135396 nChanged 151
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Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8135420 nChanged 160
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Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8135444 nChanged 164
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Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 15980 members 
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Mstep: Class 1 contains 28344 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29680 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 29829 members 
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Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30089 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 13882 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8135822 nChanged 101
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Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8135838 nChanged 110
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Mstep: Class 1 contains 30683 members 
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Mstep: Class 1 contains 30806 members 
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Mstep: Class 1 contains 30918 members 
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Mstep: Class 1 contains 31022 members 
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	Iteration 65Q: 3 clusters Score -8135890 nChanged 87
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	Iteration 70Q: 3 clusters Score -8135932 nChanged 90
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Mstep: Class 1 contains 31601 members 
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Mstep: Class 1 contains 31681 members 
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	Iteration 72Q: 3 clusters Score -8135958 nChanged 77
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Mstep: Class 1 contains 31758 members 
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Mstep: Class 1 contains 31829 members 
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	Iteration 74Q: 3 clusters Score -8135974 nChanged 95
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Mstep: Class 1 contains 31922 members 
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	Iteration 75Q: 3 clusters Score -8135966 nChanged 102
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Mstep: Class 1 contains 32022 members 
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	Iteration 76Q: 3 clusters Score -8135990 nChanged 94
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Mstep: Class 1 contains 32116 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 32220 members 
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	Iteration 78Q: 3 clusters Score -8136012 nChanged 122
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	Iteration 79Q: 3 clusters Score -8136048 nChanged 138
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	Iteration 80F: 3 clusters Score -8136054 nChanged 116
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Mstep: Class 1 contains 32590 members 
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	Iteration 81Q: 3 clusters Score -8136072 nChanged 126
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Mstep: Class 1 contains 32716 members 
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	Iteration 82Q: 3 clusters Score -8136082 nChanged 133
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Mstep: Class 1 contains 32849 members 
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	Iteration 83Q: 3 clusters Score -8136104 nChanged 108
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Mstep: Class 1 contains 32953 members 
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	Iteration 84Q: 3 clusters Score -8136099 nChanged 94
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Mstep: Class 1 contains 33043 members 
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	Iteration 85Q: 3 clusters Score -8136130 nChanged 100
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	Iteration 86Q: 3 clusters Score -8136150 nChanged 126
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Mstep: Class 1 contains 33267 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8136162 nChanged 111
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	Iteration 88Q: 3 clusters Score -8136170 nChanged 93
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	Iteration 89Q: 3 clusters Score -8136188 nChanged 90
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Mstep: Class 1 contains 33551 members 
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	Iteration 90Q: 3 clusters Score -8136198 nChanged 84
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Mstep: Class 1 contains 33635 members 
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	Iteration 91Q: 3 clusters Score -8136209 nChanged 85
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Mstep: Class 1 contains 33720 members 
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	Iteration 92Q: 3 clusters Score -8136220 nChanged 66
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8136234 nChanged 55
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Mstep: Class 1 contains 33841 members 
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	Iteration 94Q: 3 clusters Score -8136226 nChanged 64
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	Iteration 95Q: 3 clusters Score -8136256 nChanged 61
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	Iteration 96Q: 3 clusters Score -8136272 nChanged 54
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Mstep: Class 1 contains 34018 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8136276 nChanged 54
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	Iteration 100F: 3 clusters Score -8136294 nChanged 65
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8136302 nChanged 53
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	Iteration 103Q: 3 clusters Score -8136320 nChanged 46
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	Iteration 104Q: 3 clusters Score -8136329 nChanged 47
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	Iteration 105Q: 3 clusters Score -8136321 nChanged 46
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	Iteration 106Q: 3 clusters Score -8136310 nChanged 40
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	Iteration 107Q: 3 clusters Score -8136314 nChanged 49
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	Iteration 108Q: 3 clusters Score -8136330 nChanged 50
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	Iteration 109Q: 3 clusters Score -8136340 nChanged 45
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	Iteration 110Q: 3 clusters Score -8136350 nChanged 37
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	Iteration 111Q: 3 clusters Score -8136364 nChanged 39
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	Iteration 112Q: 3 clusters Score -8136361 nChanged 27
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	Iteration 113Q: 3 clusters Score -8136374 nChanged 17
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	Iteration 114Q: 3 clusters Score -8136378 nChanged 17
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	Iteration 115Q: 3 clusters Score -8136380 nChanged 18
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	Iteration 116Q: 3 clusters Score -8136378 nChanged 25
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	Iteration 117Q: 3 clusters Score -8136373 nChanged 29
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	Iteration 118Q: 3 clusters Score -8136378 nChanged 32
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	Iteration 119Q: 3 clusters Score -8136395 nChanged 27
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	Iteration 120F: 3 clusters Score -8136396 nChanged 27
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	Iteration 121Q: 3 clusters Score -8136405 nChanged 29
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	Iteration 122Q: 3 clusters Score -8136406 nChanged 37
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	Iteration 123Q: 3 clusters Score -8136408 nChanged 44
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	Iteration 124Q: 3 clusters Score -8136408 nChanged 49
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	Iteration 125Q: 3 clusters Score -8136432 nChanged 53
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Mstep: Class 2 contains 8926 members 
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Mstep: Class 2 contains 8869 members 
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	Iteration 128Q: 3 clusters Score -8136442 nChanged 81
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	Iteration 140F: 3 clusters Score -8136572 nChanged 61
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	Iteration 160F: 3 clusters Score -8136740 nChanged 97
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	Iteration 165Q: 3 clusters Score -8136744 nChanged 96
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	Iteration 180F: 3 clusters Score -8136720 nChanged 56
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	Iteration 215Q: 3 clusters Score -8136706 nChanged 32
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	Iteration 216Q: 3 clusters Score -8136690 nChanged 27
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	Iteration 217Q: 3 clusters Score -8136696 nChanged 25
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	Iteration 218Q: 3 clusters Score -8136694 nChanged 33
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Mstep: Class 1 contains 41316 members 
Mstep: Class 2 contains 2805 members 
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	Iteration 219Q: 3 clusters Score -8136697 nChanged 43
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Mstep: Class 1 contains 41359 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
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	Iteration 220F: 3 clusters Score -8136716 nChanged 48
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Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -8136696 nChanged 39
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Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 2679 members 
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	Iteration 222Q: 3 clusters Score -8136688 nChanged 40
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Mstep: Class 2 contains 2641 members 
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	Iteration 223Q: 3 clusters Score -8136697 nChanged 37
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Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 2604 members 
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	Iteration 224Q: 3 clusters Score -8136699 nChanged 33
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Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -8136682 nChanged 31
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Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -8136688 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41610 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
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	Iteration 227Q: 3 clusters Score -8136684 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41638 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
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	Iteration 228Q: 3 clusters Score -8136680 nChanged 21
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Mstep: Class 1 contains 41659 members 
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Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -8136690 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -8136694 nChanged 11
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Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -8136689 nChanged 12
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Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
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	Iteration 232Q: 3 clusters Score -8136688 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
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	Iteration 233Q: 3 clusters Score -8136694 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -8136694 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -8136692 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
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	Iteration 236Q: 3 clusters Score -8136693 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
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	Iteration 237Q: 3 clusters Score -8136698 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41819 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
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	Iteration 238Q: 3 clusters Score -8136686 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41843 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -8136684 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41864 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
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	Iteration 240F: 3 clusters Score -8136684 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -8136678 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
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	Iteration 242Q: 3 clusters Score -8136678 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -8136676 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -8136662 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -8136668 nChanged 24
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Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -8136650 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 2119 members 
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	Iteration 247Q: 3 clusters Score -8136650 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42023 members 
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	Iteration 248Q: 3 clusters Score -8136648 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -8136652 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -8136655 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -8136656 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
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	Iteration 252Q: 3 clusters Score -8136652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -8136656 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
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	Iteration 254Q: 3 clusters Score -8136652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
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	Iteration 255Q: 3 clusters Score -8136662 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42135 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
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	Iteration 256Q: 3 clusters Score -8136658 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
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	Iteration 257Q: 3 clusters Score -8136658 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42154 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
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	Iteration 258Q: 3 clusters Score -8136654 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
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	Iteration 259Q: 3 clusters Score -8136652 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
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	Iteration 260F: 3 clusters Score -8136652 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42174 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
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	Iteration 261Q: 3 clusters Score -8136654 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
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	Iteration 262Q: 3 clusters Score -8136654 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42180 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
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	Iteration 263Q: 3 clusters Score -8136655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42185 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
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	Iteration 264Q: 3 clusters Score -8136657 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42190 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
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	Iteration 265Q: 3 clusters Score -8136660 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42194 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
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	Iteration 266Q: 3 clusters Score -8136658 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -8136668.000000 Penalty: 5304.566406
	Iteration 267Q: 3 clusters Score -8136668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
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	Iteration 268Q: 3 clusters Score -8136664 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42207 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
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	Iteration 269Q: 3 clusters Score -8136664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
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	Iteration 270Q: 3 clusters Score -8136668 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
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	Iteration 271Q: 3 clusters Score -8136650 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42224 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
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	Iteration 272Q: 3 clusters Score -8136658 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 273Q: 3 clusters Score -8136654 nChanged 17
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Mstep: Class 1 contains 42255 members 
Mstep: Class 2 contains 1866 members 
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	Iteration 274Q: 3 clusters Score -8136653 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 275Q: 3 clusters Score -8136645 nChanged 11
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Entering Unmasked Estep 
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	Iteration 276Q: 3 clusters Score -8136649 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
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	Iteration 277Q: 3 clusters Score -8136642 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
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	Iteration 278Q: 3 clusters Score -8136644 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -8136633.500000 Penalty: 5304.566406
	Iteration 279Q: 3 clusters Score -8136634 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -8136640.000000 Penalty: 5304.566406
	Iteration 280F: 3 clusters Score -8136640 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
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	Iteration 281Q: 3 clusters Score -8136644 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42365 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -8136639.500000 Penalty: 5304.566406
	Iteration 282Q: 3 clusters Score -8136640 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42377 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -8136639 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42389 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -8136630 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42404 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -8136641 nChanged 13
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Mstep: Class 1 contains 42413 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
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	Iteration 286Q: 3 clusters Score -8136622 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -8136628 nChanged 6
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Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 1699 members 
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	Iteration 288Q: 3 clusters Score -8136628 nChanged 6
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Mstep: Class 1 contains 42428 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
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	Iteration 289Q: 3 clusters Score -8136622 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
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	Iteration 290Q: 3 clusters Score -8136634 nChanged 4
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Mstep: Class 1 contains 42436 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
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	Iteration 291Q: 3 clusters Score -8136628 nChanged 3
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Mstep: Class 1 contains 42439 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -8136630 nChanged 3
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Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 1679 members 
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	Iteration 293Q: 3 clusters Score -8136627 nChanged 2
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Mstep: Class 2 contains 1677 members 
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	Iteration 294Q: 3 clusters Score -8136628 nChanged 1
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Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
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	Iteration 295Q: 3 clusters Score -8136624 nChanged 2
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Mstep: Class 2 contains 1674 members 
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	Iteration 296Q: 3 clusters Score -8136624 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
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	Iteration 297Q: 3 clusters Score -8136622 nChanged 2
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Mstep: Class 2 contains 1673 members 
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	Iteration 298Q: 3 clusters Score -8136625 nChanged 1
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	Iteration 299Q: 3 clusters Score -8136619 nChanged 0
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	Iteration 300F: 3 clusters Score -8136619 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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	Iteration 0F: 2 clusters Score -8515021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22866 members 
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	Iteration 0F: 3 clusters Score -8485316 nChanged 21246
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	Iteration 1F: 3 clusters Score -8497165 nChanged 2019
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	Iteration 2Q: 3 clusters Score -8497885 nChanged 2050
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Mstep: Class 2 contains 26308 members 
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	Iteration 3Q: 3 clusters Score -8498746 nChanged 2130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 27702 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -8499735 nChanged 2325
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 29593 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -8501094 nChanged 2657
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -8502874 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -8505017.000000 Penalty: 5326.942871
	Iteration 7F: 3 clusters Score -8505017 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -8507438 nChanged 2619
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -8509452 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
Score: -8510974.000000 Penalty: 5326.942871
	Iteration 10Q: 3 clusters Score -8510974 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 43638 members 
Entering Unmasked Estep 
Score: -8511902.000000 Penalty: 5326.942871
	Iteration 11Q: 3 clusters Score -8511902 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 44425 members 
Entering Unmasked Estep 
Score: -8512340.000000 Penalty: 5326.942871
	Iteration 12Q: 3 clusters Score -8512340 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 44876 members 
Entering Unmasked Estep 
Score: -8512622.000000 Penalty: 5326.942871
	Iteration 13Q: 3 clusters Score -8512622 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 45098 members 
Entering Unmasked Estep 
Score: -8512753.000000 Penalty: 5326.942871
	Iteration 14Q: 3 clusters Score -8512753 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 45218 members 
Entering Unmasked Estep 
Score: -8512794.000000 Penalty: 5326.942871
	Iteration 15Q: 3 clusters Score -8512794 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 45299 members 
Entering Unmasked Estep 
Score: -8512816.000000 Penalty: 5326.942871
	Iteration 16Q: 3 clusters Score -8512816 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 45340 members 
Entering Unmasked Estep 
Score: -8512842.000000 Penalty: 5326.942871
	Iteration 17Q: 3 clusters Score -8512842 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 45369 members 
Entering Unmasked Estep 
Score: -8512859.000000 Penalty: 5326.942871
	Iteration 18Q: 3 clusters Score -8512859 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -8512891.000000 Penalty: 5326.942871
	Iteration 19Q: 3 clusters Score -8512891 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 45423 members 
Entering Unmasked Estep 
Score: -8512889.000000 Penalty: 5326.942871
	Iteration 20F: 3 clusters Score -8512889 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 45439 members 
Entering Unmasked Estep 
Score: -8512912.000000 Penalty: 5326.942871
	Iteration 21Q: 3 clusters Score -8512912 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 45456 members 
Entering Unmasked Estep 
Score: -8512920.000000 Penalty: 5326.942871
	Iteration 22Q: 3 clusters Score -8512920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 45469 members 
Entering Unmasked Estep 
Score: -8512934.000000 Penalty: 5326.942871
	Iteration 23Q: 3 clusters Score -8512934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -8512932.000000 Penalty: 5326.942871
	Iteration 24Q: 3 clusters Score -8512932 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 45494 members 
Entering Unmasked Estep 
Score: -8512942.000000 Penalty: 5326.942871
	Iteration 25Q: 3 clusters Score -8512942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 45502 members 
Entering Unmasked Estep 
Score: -8512948.000000 Penalty: 5326.942871
	Iteration 26Q: 3 clusters Score -8512948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 45505 members 
Entering Unmasked Estep 
Score: -8512954.000000 Penalty: 5326.942871
	Iteration 27Q: 3 clusters Score -8512954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 45511 members 
Entering Unmasked Estep 
Score: -8512962.000000 Penalty: 5326.942871
	Iteration 28Q: 3 clusters Score -8512962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 45514 members 
Entering Unmasked Estep 
Score: -8512960.000000 Penalty: 5326.942871
	Iteration 29Q: 3 clusters Score -8512960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 45519 members 
Entering Unmasked Estep 
Score: -8512959.000000 Penalty: 5326.942871
	Iteration 30Q: 3 clusters Score -8512959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 45521 members 
Entering Unmasked Estep 
Score: -8512960.000000 Penalty: 5326.942871
	Iteration 31Q: 3 clusters Score -8512960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 45528 members 
Entering Unmasked Estep 
Score: -8512967.000000 Penalty: 5326.942871
	Iteration 32Q: 3 clusters Score -8512967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 45534 members 
Entering Unmasked Estep 
Score: -8512984.000000 Penalty: 5326.942871
	Iteration 33Q: 3 clusters Score -8512984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 45536 members 
Entering Unmasked Estep 
Score: -8512982.000000 Penalty: 5326.942871
	Iteration 34Q: 3 clusters Score -8512982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 45537 members 
Entering Unmasked Estep 
Score: -8512988.000000 Penalty: 5326.942871
	Iteration 35Q: 3 clusters Score -8512988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 45537 members 
Entering Unmasked Estep 
Score: -8512988.000000 Penalty: 5326.942871
	Iteration 36F: 3 clusters Score -8512988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -83319.218750 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -83319.22 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 276 members 
Entering Unmasked Estep 
Score: -81816.296875 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -81816.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -82167.406250 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -82167.41 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -82575.390625 Penalty: 3153.489746
	Iteration 2F: 3 clusters Score -82575.39 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -82919.164062 Penalty: 3153.489746
	Iteration 3F: 3 clusters Score -82919.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -83076.671875 Penalty: 3153.489746
	Iteration 4Q: 3 clusters Score -83076.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -83213.062500 Penalty: 3153.489746
	Iteration 5Q: 3 clusters Score -83213.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -83342.093750 Penalty: 3153.489746
	Iteration 6Q: 3 clusters Score -83342.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -83443.171875 Penalty: 3153.489746
	Iteration 7Q: 3 clusters Score -83443.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -83522.664062 Penalty: 3153.489746
	Iteration 8Q: 3 clusters Score -83522.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -83577.125000 Penalty: 3153.489746
	Iteration 9Q: 3 clusters Score -83577.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -83598.734375 Penalty: 3153.489746
	Iteration 10Q: 3 clusters Score -83598.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -83629.515625 Penalty: 3153.489746
	Iteration 11Q: 3 clusters Score -83629.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -83658.054688 Penalty: 3153.489746
	Iteration 12Q: 3 clusters Score -83658.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -83674.718750 Penalty: 3153.489746
	Iteration 13Q: 3 clusters Score -83674.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -83707.367188 Penalty: 3153.489746
	Iteration 14Q: 3 clusters Score -83707.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -83731.718750 Penalty: 3153.489746
	Iteration 15Q: 3 clusters Score -83731.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -83733.859375 Penalty: 3153.489746
	Iteration 16Q: 3 clusters Score -83733.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -83737.304688 Penalty: 3153.489746
	Iteration 17Q: 3 clusters Score -83737.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -83737.304688 Penalty: 3153.489746
	Iteration 18F: 3 clusters Score -83737.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 36874 members 
Mstep: Class 3 contains 34065 members 
Mstep: Class 4 contains 46003 members 
Mstep: Class 5 contains 44121 members 
Mstep: Class 6 contains 46157 members 
Mstep: Class 7 contains 280 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 45912 members 
Mstep: Class 11 contains 45786 members 
Mstep: Class 12 contains 48847 members 
Mstep: Class 13 contains 47759 members 
Mstep: Class 14 contains 42815 members 
Mstep: Class 15 contains 25874 members 
Mstep: Class 16 contains 43198 members 
Mstep: Class 17 contains 46808 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 785 members 
Mstep: Class 21 contains 35339 members 
Mstep: Class 22 contains 6453 members 
Mstep: Class 23 contains 1222 members 
Mstep: Class 24 contains 13898 members 
Mstep: Class 25 contains 297 members 
Entering Unmasked Estep 
Score: -111231384.000000 Penalty: 82671.179688
Splitting cluster 7 changes total score from -111232320.000000 to -111231384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -23539.289062 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -23539.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22417.132812 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -22417.13 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22534.937500 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -22534.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -22592.468750 Penalty: 2838.898193
	Iteration 2F: 3 clusters Score -22592.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -22635.386719 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -22635.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -22650.324219 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -22650.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -22656.878906 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -22656.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -22658.238281 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -22658.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22659.759766 Penalty: 2838.898193
	Iteration 7Q: 3 clusters Score -22659.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -22659.759766 Penalty: 2838.898193
	Iteration 8F: 3 clusters Score -22659.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Entering Unmasked Estep 
Score: -195829.406250 Penalty: 1769.255249
	Iteration 0F: 2 clusters Score -195829.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -193796.156250 Penalty: 3538.510498
	Iteration 0F: 3 clusters Score -193796.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -194330.765625 Penalty: 3538.510498
	Iteration 1F: 3 clusters Score -194330.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -194554.703125 Penalty: 3538.510498
	Iteration 2F: 3 clusters Score -194554.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -194786.828125 Penalty: 3538.510498
	Iteration 3F: 3 clusters Score -194786.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -195016.843750 Penalty: 3538.510498
	Iteration 4F: 3 clusters Score -195016.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -195192.750000 Penalty: 3538.510498
	Iteration 5F: 3 clusters Score -195192.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -195323.078125 Penalty: 3538.510498
	Iteration 6Q: 3 clusters Score -195323.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -195434.437500 Penalty: 3538.510498
	Iteration 7Q: 3 clusters Score -195434.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -195513.406250 Penalty: 3538.510498
	Iteration 8Q: 3 clusters Score -195513.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -195548.875000 Penalty: 3538.510498
	Iteration 9Q: 3 clusters Score -195548.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -195577.468750 Penalty: 3538.510498
	Iteration 10Q: 3 clusters Score -195577.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -195596.937500 Penalty: 3538.510498
	Iteration 11Q: 3 clusters Score -195596.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -195600.453125 Penalty: 3538.510498
	Iteration 12Q: 3 clusters Score -195600.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -195601.343750 Penalty: 3538.510498
	Iteration 13Q: 3 clusters Score -195601.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -195603.171875 Penalty: 3538.510498
	Iteration 14Q: 3 clusters Score -195603.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -195604.484375 Penalty: 3538.510498
	Iteration 15Q: 3 clusters Score -195604.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -195604.484375 Penalty: 3538.510498
	Iteration 16F: 3 clusters Score -195604.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45912 members 
Entering Unmasked Estep 
Score: -8439396.000000 Penalty: 2662.151367
	Iteration 0F: 2 clusters Score -8439396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -8409684.000000 Penalty: 5324.302734
	Iteration 0F: 3 clusters Score -8409684 nChanged 21029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23955 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -8421369.000000 Penalty: 5324.302734
	Iteration 1F: 3 clusters Score -8421369 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -8421927.000000 Penalty: 5324.302734
	Iteration 2Q: 3 clusters Score -8421927 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -8422381.000000 Penalty: 5324.302734
	Iteration 3Q: 3 clusters Score -8422381 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -8423045.000000 Penalty: 5324.302734
	Iteration 4Q: 3 clusters Score -8423045 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -8423943.000000 Penalty: 5324.302734
	Iteration 5Q: 3 clusters Score -8423943 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -8425335.000000 Penalty: 5324.302734
	Iteration 6F: 3 clusters Score -8425335 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33593 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -8427359.000000 Penalty: 5324.302734
	Iteration 7F: 3 clusters Score -8427359 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36981 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -8430198.000000 Penalty: 5324.302734
	Iteration 8F: 3 clusters Score -8430198 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -8432937.000000 Penalty: 5324.302734
	Iteration 9F: 3 clusters Score -8432937 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42851 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -8434949.000000 Penalty: 5324.302734
	Iteration 10F: 3 clusters Score -8434949 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -8436118.000000 Penalty: 5324.302734
	Iteration 11Q: 3 clusters Score -8436118 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -8436622.000000 Penalty: 5324.302734
	Iteration 12Q: 3 clusters Score -8436622 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8436862.000000 Penalty: 5324.302734
	Iteration 13Q: 3 clusters Score -8436862 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8437008.000000 Penalty: 5324.302734
	Iteration 14Q: 3 clusters Score -8437008 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -8437058.000000 Penalty: 5324.302734
	Iteration 15Q: 3 clusters Score -8437058 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8437089.000000 Penalty: 5324.302734
	Iteration 16Q: 3 clusters Score -8437089 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8437116.000000 Penalty: 5324.302734
	Iteration 17Q: 3 clusters Score -8437116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45626 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -8437134.000000 Penalty: 5324.302734
	Iteration 18Q: 3 clusters Score -8437134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8437138.000000 Penalty: 5324.302734
	Iteration 19Q: 3 clusters Score -8437138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45633 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8437145.000000 Penalty: 5324.302734
	Iteration 20F: 3 clusters Score -8437145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45640 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8437155.000000 Penalty: 5324.302734
	Iteration 21Q: 3 clusters Score -8437155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45643 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8437170.000000 Penalty: 5324.302734
	Iteration 22Q: 3 clusters Score -8437170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45650 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8437172.000000 Penalty: 5324.302734
	Iteration 23Q: 3 clusters Score -8437172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45652 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -8437177.000000 Penalty: 5324.302734
	Iteration 24Q: 3 clusters Score -8437177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45654 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8437177.000000 Penalty: 5324.302734
	Iteration 25Q: 3 clusters Score -8437177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8437173.000000 Penalty: 5324.302734
	Iteration 26Q: 3 clusters Score -8437173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45657 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8437172.000000 Penalty: 5324.302734
	Iteration 27Q: 3 clusters Score -8437172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45658 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8437181.000000 Penalty: 5324.302734
	Iteration 28Q: 3 clusters Score -8437181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45658 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8437181.000000 Penalty: 5324.302734
	Iteration 29F: 3 clusters Score -8437181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (45786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45786 members 
Entering Unmasked Estep 
Score: -8298077.000000 Penalty: 2661.469971
	Iteration 0F: 2 clusters Score -8298077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -8268105.500000 Penalty: 5322.939941
	Iteration 0F: 3 clusters Score -8268106 nChanged 21010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -8279640.000000 Penalty: 5322.939941
	Iteration 1F: 3 clusters Score -8279640 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -8280246.000000 Penalty: 5322.939941
	Iteration 2Q: 3 clusters Score -8280246 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -8280847.500000 Penalty: 5322.939941
	Iteration 3Q: 3 clusters Score -8280848 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -8281744.500000 Penalty: 5322.939941
	Iteration 4Q: 3 clusters Score -8281744 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30666 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -8283121.000000 Penalty: 5322.939941
	Iteration 5F: 3 clusters Score -8283121 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -8285273.500000 Penalty: 5322.939941
	Iteration 6F: 3 clusters Score -8285274 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -8288380.500000 Penalty: 5322.939941
	Iteration 7F: 3 clusters Score -8288380 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40950 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -8291694.000000 Penalty: 5322.939941
	Iteration 8F: 3 clusters Score -8291694 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -8294128.500000 Penalty: 5322.939941
	Iteration 9F: 3 clusters Score -8294128 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -8295116.500000 Penalty: 5322.939941
	Iteration 10Q: 3 clusters Score -8295116 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45317 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -8295498.000000 Penalty: 5322.939941
	Iteration 11Q: 3 clusters Score -8295498 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8295665.000000 Penalty: 5322.939941
	Iteration 12Q: 3 clusters Score -8295665 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8295731.000000 Penalty: 5322.939941
	Iteration 13Q: 3 clusters Score -8295731 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -8295778.500000 Penalty: 5322.939941
	Iteration 14Q: 3 clusters Score -8295778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45588 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -8295788.500000 Penalty: 5322.939941
	Iteration 15Q: 3 clusters Score -8295788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45589 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8295789.000000 Penalty: 5322.939941
	Iteration 16Q: 3 clusters Score -8295789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45589 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8295789.000000 Penalty: 5322.939941
	Iteration 17F: 3 clusters Score -8295789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (48847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48847 members 
Entering Unmasked Estep 
Score: -8996226.000000 Penalty: 2677.519043
	Iteration 0F: 2 clusters Score -8996226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -8965592.000000 Penalty: 5355.038086
	Iteration 0F: 3 clusters Score -8965592 nChanged 22576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -8977937.000000 Penalty: 5355.038086
	Iteration 1F: 3 clusters Score -8977937 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -8978485.000000 Penalty: 5355.038086
	Iteration 2Q: 3 clusters Score -8978485 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25032 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -8978971.000000 Penalty: 5355.038086
	Iteration 3Q: 3 clusters Score -8978971 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -8979459.000000 Penalty: 5355.038086
	Iteration 4Q: 3 clusters Score -8979459 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -8979907.000000 Penalty: 5355.038086
	Iteration 5Q: 3 clusters Score -8979907 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -8980365.000000 Penalty: 5355.038086
	Iteration 6Q: 3 clusters Score -8980365 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -8980892.000000 Penalty: 5355.038086
	Iteration 7Q: 3 clusters Score -8980892 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -8981454.000000 Penalty: 5355.038086
	Iteration 8Q: 3 clusters Score -8981454 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -8982241.000000 Penalty: 5355.038086
	Iteration 9Q: 3 clusters Score -8982241 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -8983256.000000 Penalty: 5355.038086
	Iteration 10Q: 3 clusters Score -8983256 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -8984721.000000 Penalty: 5355.038086
	Iteration 11F: 3 clusters Score -8984721 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -8986629.000000 Penalty: 5355.038086
	Iteration 12F: 3 clusters Score -8986629 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -8988513.000000 Penalty: 5355.038086
	Iteration 13F: 3 clusters Score -8988513 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -8990393.000000 Penalty: 5355.038086
	Iteration 14F: 3 clusters Score -8990393 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -8991792.000000 Penalty: 5355.038086
	Iteration 15Q: 3 clusters Score -8991792 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45967 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -8992709.000000 Penalty: 5355.038086
	Iteration 16Q: 3 clusters Score -8992709 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47103 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -8993178.000000 Penalty: 5355.038086
	Iteration 17Q: 3 clusters Score -8993178 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47768 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -8993465.000000 Penalty: 5355.038086
	Iteration 18Q: 3 clusters Score -8993465 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48120 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -8993669.000000 Penalty: 5355.038086
	Iteration 19Q: 3 clusters Score -8993669 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48271 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8993765.000000 Penalty: 5355.038086
	Iteration 20F: 3 clusters Score -8993765 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8993809.000000 Penalty: 5355.038086
	Iteration 21Q: 3 clusters Score -8993809 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48402 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -8993846.000000 Penalty: 5355.038086
	Iteration 22Q: 3 clusters Score -8993846 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48437 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8993868.000000 Penalty: 5355.038086
	Iteration 23Q: 3 clusters Score -8993868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48456 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -8993888.000000 Penalty: 5355.038086
	Iteration 24Q: 3 clusters Score -8993888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48474 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -8993933.000000 Penalty: 5355.038086
	Iteration 25Q: 3 clusters Score -8993933 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48486 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8993955.000000 Penalty: 5355.038086
	Iteration 26Q: 3 clusters Score -8993955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48495 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8993966.000000 Penalty: 5355.038086
	Iteration 27Q: 3 clusters Score -8993966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48498 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8993968.000000 Penalty: 5355.038086
	Iteration 28Q: 3 clusters Score -8993968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48502 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -8993983.000000 Penalty: 5355.038086
	Iteration 29Q: 3 clusters Score -8993983 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48507 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8993975.000000 Penalty: 5355.038086
	Iteration 30Q: 3 clusters Score -8993975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -8993978.000000 Penalty: 5355.038086
	Iteration 31Q: 3 clusters Score -8993978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48511 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -8993976.000000 Penalty: 5355.038086
	Iteration 32Q: 3 clusters Score -8993976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48513 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -8993983.000000 Penalty: 5355.038086
	Iteration 33Q: 3 clusters Score -8993983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8993983.000000 Penalty: 5355.038086
	Iteration 34Q: 3 clusters Score -8993983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48515 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -8993981.000000 Penalty: 5355.038086
	Iteration 35Q: 3 clusters Score -8993981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -8993988.000000 Penalty: 5355.038086
	Iteration 36Q: 3 clusters Score -8993988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48517 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8993985.000000 Penalty: 5355.038086
	Iteration 37Q: 3 clusters Score -8993985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -8993983.000000 Penalty: 5355.038086
	Iteration 38Q: 3 clusters Score -8993983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -8993983.000000 Penalty: 5355.038086
	Iteration 39F: 3 clusters Score -8993983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (47759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47759 members 
Entering Unmasked Estep 
Score: -8821880.000000 Penalty: 2671.932861
	Iteration 0F: 2 clusters Score -8821880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -8792792.000000 Penalty: 5343.865723
	Iteration 0F: 3 clusters Score -8792792 nChanged 21924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -8805056.000000 Penalty: 5343.865723
	Iteration 1F: 3 clusters Score -8805056 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25854 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -8805617.000000 Penalty: 5343.865723
	Iteration 2Q: 3 clusters Score -8805617 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -8806153.000000 Penalty: 5343.865723
	Iteration 3Q: 3 clusters Score -8806153 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -8806899.000000 Penalty: 5343.865723
	Iteration 4Q: 3 clusters Score -8806899 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -8807877.000000 Penalty: 5343.865723
	Iteration 5Q: 3 clusters Score -8807877 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32470 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -8809429.000000 Penalty: 5343.865723
	Iteration 6F: 3 clusters Score -8809429 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35543 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -8811681.000000 Penalty: 5343.865723
	Iteration 7F: 3 clusters Score -8811681 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38892 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -8814335.000000 Penalty: 5343.865723
	Iteration 8F: 3 clusters Score -8814335 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42033 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -8816820.000000 Penalty: 5343.865723
	Iteration 9F: 3 clusters Score -8816820 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -8818422.000000 Penalty: 5343.865723
	Iteration 10F: 3 clusters Score -8818422 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45983 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -8818993.000000 Penalty: 5343.865723
	Iteration 11Q: 3 clusters Score -8818993 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46746 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -8819255.000000 Penalty: 5343.865723
	Iteration 12Q: 3 clusters Score -8819255 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47082 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8819426.000000 Penalty: 5343.865723
	Iteration 13Q: 3 clusters Score -8819426 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47240 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8819555.000000 Penalty: 5343.865723
	Iteration 14Q: 3 clusters Score -8819555 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47333 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -8819612.000000 Penalty: 5343.865723
	Iteration 15Q: 3 clusters Score -8819612 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47381 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8819670.000000 Penalty: 5343.865723
	Iteration 16Q: 3 clusters Score -8819670 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47406 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -8819671.000000 Penalty: 5343.865723
	Iteration 17Q: 3 clusters Score -8819671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47419 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8819700.000000 Penalty: 5343.865723
	Iteration 18Q: 3 clusters Score -8819700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47424 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -8819710.000000 Penalty: 5343.865723
	Iteration 19Q: 3 clusters Score -8819710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47429 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8819712.000000 Penalty: 5343.865723
	Iteration 20F: 3 clusters Score -8819712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47430 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -8819718.000000 Penalty: 5343.865723
	Iteration 21Q: 3 clusters Score -8819718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47432 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8819724.000000 Penalty: 5343.865723
	Iteration 22Q: 3 clusters Score -8819724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47431 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -8819722.000000 Penalty: 5343.865723
	Iteration 23Q: 3 clusters Score -8819722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47432 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8819725.000000 Penalty: 5343.865723
	Iteration 24Q: 3 clusters Score -8819725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47432 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8819725.000000 Penalty: 5343.865723
	Iteration 25F: 3 clusters Score -8819725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Entering Unmasked Estep 
Score: -7779849.000000 Penalty: 2644.831787
	Iteration 0F: 2 clusters Score -7779849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -7751042.000000 Penalty: 5289.663574
	Iteration 0F: 3 clusters Score -7751042 nChanged 19606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -7761925.500000 Penalty: 5289.663574
	Iteration 1F: 3 clusters Score -7761926 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -7762539.500000 Penalty: 5289.663574
	Iteration 2Q: 3 clusters Score -7762540 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -7763195.500000 Penalty: 5289.663574
	Iteration 3Q: 3 clusters Score -7763196 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 25421 members 
Entering Unmasked Estep 
Score: -7764006.000000 Penalty: 5289.663574
	Iteration 4Q: 3 clusters Score -7764006 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -7765121.500000 Penalty: 5289.663574
	Iteration 5Q: 3 clusters Score -7765122 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 29271 members 
Entering Unmasked Estep 
Score: -7766665.500000 Penalty: 5289.663574
	Iteration 6F: 3 clusters Score -7766666 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -7768714.000000 Penalty: 5289.663574
	Iteration 7F: 3 clusters Score -7768714 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -7770900.500000 Penalty: 5289.663574
	Iteration 8F: 3 clusters Score -7770900 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -7773101.500000 Penalty: 5289.663574
	Iteration 9F: 3 clusters Score -7773102 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -7774889.000000 Penalty: 5289.663574
	Iteration 10Q: 3 clusters Score -7774889 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
Score: -7776149.500000 Penalty: 5289.663574
	Iteration 11Q: 3 clusters Score -7776150 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 41501 members 
Entering Unmasked Estep 
Score: -7776701.500000 Penalty: 5289.663574
	Iteration 12Q: 3 clusters Score -7776702 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 41908 members 
Entering Unmasked Estep 
Score: -7777031.000000 Penalty: 5289.663574
	Iteration 13Q: 3 clusters Score -7777031 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 42130 members 
Entering Unmasked Estep 
Score: -7777228.000000 Penalty: 5289.663574
	Iteration 14Q: 3 clusters Score -7777228 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -7777354.000000 Penalty: 5289.663574
	Iteration 15Q: 3 clusters Score -7777354 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 42298 members 
Entering Unmasked Estep 
Score: -7777425.500000 Penalty: 5289.663574
	Iteration 16Q: 3 clusters Score -7777426 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 42353 members 
Entering Unmasked Estep 
Score: -7777477.000000 Penalty: 5289.663574
	Iteration 17Q: 3 clusters Score -7777477 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -7777527.000000 Penalty: 5289.663574
	Iteration 18Q: 3 clusters Score -7777527 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 42409 members 
Entering Unmasked Estep 
Score: -7777546.000000 Penalty: 5289.663574
	Iteration 19Q: 3 clusters Score -7777546 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 42418 members 
Entering Unmasked Estep 
Score: -7777560.500000 Penalty: 5289.663574
	Iteration 20F: 3 clusters Score -7777560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 42421 members 
Entering Unmasked Estep 
Score: -7777592.500000 Penalty: 5289.663574
	Iteration 21Q: 3 clusters Score -7777592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 42430 members 
Entering Unmasked Estep 
Score: -7777600.000000 Penalty: 5289.663574
	Iteration 22Q: 3 clusters Score -7777600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 42437 members 
Entering Unmasked Estep 
Score: -7777613.500000 Penalty: 5289.663574
	Iteration 23Q: 3 clusters Score -7777614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -7777618.000000 Penalty: 5289.663574
	Iteration 24Q: 3 clusters Score -7777618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 42441 members 
Entering Unmasked Estep 
Score: -7777616.000000 Penalty: 5289.663574
	Iteration 25Q: 3 clusters Score -7777616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 42443 members 
Entering Unmasked Estep 
Score: -7777617.500000 Penalty: 5289.663574
	Iteration 26Q: 3 clusters Score -7777618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -7777620.000000 Penalty: 5289.663574
	Iteration 27Q: 3 clusters Score -7777620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -7777623.500000 Penalty: 5289.663574
	Iteration 28Q: 3 clusters Score -7777624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -7777635.000000 Penalty: 5289.663574
	Iteration 29Q: 3 clusters Score -7777635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -7777635.000000 Penalty: 5289.663574
	Iteration 30F: 3 clusters Score -7777635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (25874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Entering Unmasked Estep 
Score: -4598205.500000 Penalty: 2519.926514
	Iteration 0F: 2 clusters Score -4598206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -4580413.000000 Penalty: 5039.853027
	Iteration 0F: 3 clusters Score -4580413 nChanged 11428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -4586505.000000 Penalty: 5039.853027
	Iteration 1F: 3 clusters Score -4586505 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -4586895.500000 Penalty: 5039.853027
	Iteration 2Q: 3 clusters Score -4586896 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -4587216.500000 Penalty: 5039.853027
	Iteration 3Q: 3 clusters Score -4587216 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -4587536.500000 Penalty: 5039.853027
	Iteration 4Q: 3 clusters Score -4587536 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -4587864.500000 Penalty: 5039.853027
	Iteration 5Q: 3 clusters Score -4587864 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -4588268.500000 Penalty: 5039.853027
	Iteration 6Q: 3 clusters Score -4588268 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -4588864.000000 Penalty: 5039.853027
	Iteration 7Q: 3 clusters Score -4588864 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -4589832.000000 Penalty: 5039.853027
	Iteration 8F: 3 clusters Score -4589832 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -4591143.500000 Penalty: 5039.853027
	Iteration 9F: 3 clusters Score -4591144 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -4592762.000000 Penalty: 5039.853027
	Iteration 10F: 3 clusters Score -4592762 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -4594169.500000 Penalty: 5039.853027
	Iteration 11F: 3 clusters Score -4594170 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4595102.500000 Penalty: 5039.853027
	Iteration 12Q: 3 clusters Score -4595102 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -4595560.500000 Penalty: 5039.853027
	Iteration 13Q: 3 clusters Score -4595560 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4595768.000000 Penalty: 5039.853027
	Iteration 14Q: 3 clusters Score -4595768 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4595849.500000 Penalty: 5039.853027
	Iteration 15Q: 3 clusters Score -4595850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4595881.500000 Penalty: 5039.853027
	Iteration 16Q: 3 clusters Score -4595882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -4595905.000000 Penalty: 5039.853027
	Iteration 17Q: 3 clusters Score -4595905 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25629 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4595926.000000 Penalty: 5039.853027
	Iteration 18Q: 3 clusters Score -4595926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4595934.500000 Penalty: 5039.853027
	Iteration 19Q: 3 clusters Score -4595934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25640 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4595949.500000 Penalty: 5039.853027
	Iteration 20F: 3 clusters Score -4595950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4595956.500000 Penalty: 5039.853027
	Iteration 21Q: 3 clusters Score -4595956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -4595963.500000 Penalty: 5039.853027
	Iteration 22Q: 3 clusters Score -4595964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4595968.000000 Penalty: 5039.853027
	Iteration 23Q: 3 clusters Score -4595968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4595966.000000 Penalty: 5039.853027
	Iteration 24Q: 3 clusters Score -4595966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4595970.500000 Penalty: 5039.853027
	Iteration 25Q: 3 clusters Score -4595970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4595973.500000 Penalty: 5039.853027
	Iteration 26Q: 3 clusters Score -4595974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -4595975.500000 Penalty: 5039.853027
	Iteration 27Q: 3 clusters Score -4595976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4595977.500000 Penalty: 5039.853027
	Iteration 28Q: 3 clusters Score -4595978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -4595977.500000 Penalty: 5039.853027
	Iteration 29F: 3 clusters Score -4595978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (43198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43198 members 
Entering Unmasked Estep 
Score: -7908767.000000 Penalty: 2647.040283
	Iteration 0F: 2 clusters Score -7908767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -7880648.500000 Penalty: 5294.080566
	Iteration 0F: 3 clusters Score -7880648 nChanged 19819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -7892049.000000 Penalty: 5294.080566
	Iteration 1F: 3 clusters Score -7892049 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -7893721.500000 Penalty: 5294.080566
	Iteration 2F: 3 clusters Score -7893722 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -7896003.500000 Penalty: 5294.080566
	Iteration 3F: 3 clusters Score -7896004 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -7898750.500000 Penalty: 5294.080566
	Iteration 4F: 3 clusters Score -7898750 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -7901378.000000 Penalty: 5294.080566
	Iteration 5F: 3 clusters Score -7901378 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -7903647.500000 Penalty: 5294.080566
	Iteration 6F: 3 clusters Score -7903648 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -7905157.500000 Penalty: 5294.080566
	Iteration 7Q: 3 clusters Score -7905158 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -7906032.000000 Penalty: 5294.080566
	Iteration 8Q: 3 clusters Score -7906032 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -7906580.500000 Penalty: 5294.080566
	Iteration 9Q: 3 clusters Score -7906580 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -7906934.500000 Penalty: 5294.080566
	Iteration 10Q: 3 clusters Score -7906934 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -7907231.500000 Penalty: 5294.080566
	Iteration 11Q: 3 clusters Score -7907232 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35406 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -7907392.000000 Penalty: 5294.080566
	Iteration 12Q: 3 clusters Score -7907392 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -7907531.500000 Penalty: 5294.080566
	Iteration 13Q: 3 clusters Score -7907532 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -7907682.500000 Penalty: 5294.080566
	Iteration 14Q: 3 clusters Score -7907682 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36399 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -7907785.500000 Penalty: 5294.080566
	Iteration 15Q: 3 clusters Score -7907786 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -7907875.000000 Penalty: 5294.080566
	Iteration 16Q: 3 clusters Score -7907875 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -7907956.000000 Penalty: 5294.080566
	Iteration 17Q: 3 clusters Score -7907956 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -7908005.500000 Penalty: 5294.080566
	Iteration 18Q: 3 clusters Score -7908006 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -7908055.000000 Penalty: 5294.080566
	Iteration 19Q: 3 clusters Score -7908055 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -7908083.000000 Penalty: 5294.080566
	Iteration 20F: 3 clusters Score -7908083 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -7908085.500000 Penalty: 5294.080566
	Iteration 21Q: 3 clusters Score -7908086 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -7908127.500000 Penalty: 5294.080566
	Iteration 22Q: 3 clusters Score -7908128 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -7908185.000000 Penalty: 5294.080566
	Iteration 23Q: 3 clusters Score -7908185 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38407 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -7908211.000000 Penalty: 5294.080566
	Iteration 24Q: 3 clusters Score -7908211 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -7908232.500000 Penalty: 5294.080566
	Iteration 25Q: 3 clusters Score -7908232 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -7908253.000000 Penalty: 5294.080566
	Iteration 26Q: 3 clusters Score -7908253 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -7908276.500000 Penalty: 5294.080566
	Iteration 27Q: 3 clusters Score -7908276 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39022 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -7908293.500000 Penalty: 5294.080566
	Iteration 28Q: 3 clusters Score -7908294 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -7908298.500000 Penalty: 5294.080566
	Iteration 29Q: 3 clusters Score -7908298 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39197 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -7908302.000000 Penalty: 5294.080566
	Iteration 30Q: 3 clusters Score -7908302 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39289 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -7908299.000000 Penalty: 5294.080566
	Iteration 31Q: 3 clusters Score -7908299 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -7908314.500000 Penalty: 5294.080566
	Iteration 32Q: 3 clusters Score -7908314 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39464 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -7908314.000000 Penalty: 5294.080566
	Iteration 33Q: 3 clusters Score -7908314 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -7908314.000000 Penalty: 5294.080566
	Iteration 34Q: 3 clusters Score -7908314 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39596 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -7908318.000000 Penalty: 5294.080566
	Iteration 35Q: 3 clusters Score -7908318 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -7908306.500000 Penalty: 5294.080566
	Iteration 36Q: 3 clusters Score -7908306 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39700 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -7908308.500000 Penalty: 5294.080566
	Iteration 37Q: 3 clusters Score -7908308 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -7908306.000000 Penalty: 5294.080566
	Iteration 38Q: 3 clusters Score -7908306 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -7908307.000000 Penalty: 5294.080566
	Iteration 39Q: 3 clusters Score -7908307 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -7908313.500000 Penalty: 5294.080566
	Iteration 40F: 3 clusters Score -7908314 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -7908299.500000 Penalty: 5294.080566
	Iteration 41Q: 3 clusters Score -7908300 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -7908289.500000 Penalty: 5294.080566
	Iteration 42Q: 3 clusters Score -7908290 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -7908296.500000 Penalty: 5294.080566
	Iteration 43Q: 3 clusters Score -7908296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39971 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -7908288.000000 Penalty: 5294.080566
	Iteration 44Q: 3 clusters Score -7908288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -7908290.000000 Penalty: 5294.080566
	Iteration 45Q: 3 clusters Score -7908290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -7908295.000000 Penalty: 5294.080566
	Iteration 46Q: 3 clusters Score -7908295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40017 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -7908298.000000 Penalty: 5294.080566
	Iteration 47Q: 3 clusters Score -7908298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -7908296.500000 Penalty: 5294.080566
	Iteration 48Q: 3 clusters Score -7908296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -7908308.000000 Penalty: 5294.080566
	Iteration 49Q: 3 clusters Score -7908308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -7908304.500000 Penalty: 5294.080566
	Iteration 50Q: 3 clusters Score -7908304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -7908299.500000 Penalty: 5294.080566
	Iteration 51Q: 3 clusters Score -7908300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -7908294.500000 Penalty: 5294.080566
	Iteration 52Q: 3 clusters Score -7908294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -7908282.500000 Penalty: 5294.080566
	Iteration 53Q: 3 clusters Score -7908282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -7908288.000000 Penalty: 5294.080566
	Iteration 54Q: 3 clusters Score -7908288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -7908286.000000 Penalty: 5294.080566
	Iteration 55Q: 3 clusters Score -7908286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -7908287.500000 Penalty: 5294.080566
	Iteration 56Q: 3 clusters Score -7908288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -7908290.500000 Penalty: 5294.080566
	Iteration 57Q: 3 clusters Score -7908290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -7908287.000000 Penalty: 5294.080566
	Iteration 58Q: 3 clusters Score -7908287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -7908291.000000 Penalty: 5294.080566
	Iteration 59Q: 3 clusters Score -7908291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -7908284.000000 Penalty: 5294.080566
	Iteration 60F: 3 clusters Score -7908284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -7908287.000000 Penalty: 5294.080566
	Iteration 61Q: 3 clusters Score -7908287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -7908286.000000 Penalty: 5294.080566
	Iteration 62Q: 3 clusters Score -7908286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -7908292.500000 Penalty: 5294.080566
	Iteration 63Q: 3 clusters Score -7908292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -7908292.500000 Penalty: 5294.080566
	Iteration 64F: 3 clusters Score -7908292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46808 members 
Entering Unmasked Estep 
Score: -8566302.000000 Penalty: 2666.944580
	Iteration 0F: 2 clusters Score -8566302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -8536485.000000 Penalty: 5333.889160
	Iteration 0F: 3 clusters Score -8536485 nChanged 21710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -8548653.000000 Penalty: 5333.889160
	Iteration 1F: 3 clusters Score -8548653 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -8549639.000000 Penalty: 5333.889160
	Iteration 2F: 3 clusters Score -8549639 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -8550849.000000 Penalty: 5333.889160
	Iteration 3F: 3 clusters Score -8550849 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -8552750.000000 Penalty: 5333.889160
	Iteration 4F: 3 clusters Score -8552750 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -8555349.000000 Penalty: 5333.889160
	Iteration 5F: 3 clusters Score -8555349 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 39505 members 
Entering Unmasked Estep 
Score: -8558497.000000 Penalty: 5333.889160
	Iteration 6F: 3 clusters Score -8558497 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -8561236.000000 Penalty: 5333.889160
	Iteration 7F: 3 clusters Score -8561236 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -8562833.000000 Penalty: 5333.889160
	Iteration 8Q: 3 clusters Score -8562833 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 45973 members 
Entering Unmasked Estep 
Score: -8563506.000000 Penalty: 5333.889160
	Iteration 9Q: 3 clusters Score -8563506 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 46354 members 
Entering Unmasked Estep 
Score: -8563762.000000 Penalty: 5333.889160
	Iteration 10Q: 3 clusters Score -8563762 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -8563853.000000 Penalty: 5333.889160
	Iteration 11Q: 3 clusters Score -8563853 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 46531 members 
Entering Unmasked Estep 
Score: -8563889.000000 Penalty: 5333.889160
	Iteration 12Q: 3 clusters Score -8563889 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 46551 members 
Entering Unmasked Estep 
Score: -8563924.000000 Penalty: 5333.889160
	Iteration 13Q: 3 clusters Score -8563924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 46558 members 
Entering Unmasked Estep 
Score: -8563932.000000 Penalty: 5333.889160
	Iteration 14Q: 3 clusters Score -8563932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -8563943.000000 Penalty: 5333.889160
	Iteration 15Q: 3 clusters Score -8563943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 46566 members 
Entering Unmasked Estep 
Score: -8563945.000000 Penalty: 5333.889160
	Iteration 16Q: 3 clusters Score -8563945 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 46567 members 
Entering Unmasked Estep 
Score: -8563956.000000 Penalty: 5333.889160
	Iteration 17Q: 3 clusters Score -8563956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 46568 members 
Entering Unmasked Estep 
Score: -8563954.000000 Penalty: 5333.889160
	Iteration 18Q: 3 clusters Score -8563954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 46568 members 
Entering Unmasked Estep 
Score: -8563961.000000 Penalty: 5333.889160
	Iteration 19Q: 3 clusters Score -8563961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 46570 members 
Entering Unmasked Estep 
Score: -8563966.000000 Penalty: 5333.889160
	Iteration 20F: 3 clusters Score -8563966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 46569 members 
Entering Unmasked Estep 
Score: -8563964.000000 Penalty: 5333.889160
	Iteration 21Q: 3 clusters Score -8563964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 46568 members 
Entering Unmasked Estep 
Score: -8563964.000000 Penalty: 5333.889160
	Iteration 22Q: 3 clusters Score -8563964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 46568 members 
Entering Unmasked Estep 
Score: -8563964.000000 Penalty: 5333.889160
	Iteration 23F: 3 clusters Score -8563964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Entering Unmasked Estep 
Score: -101615.945312 Penalty: 1654.350098
	Iteration 0F: 2 clusters Score -101615.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -99919.023438 Penalty: 3308.700195
	Iteration 0F: 3 clusters Score -99919.02 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -100368.679688 Penalty: 3308.700195
	Iteration 1F: 3 clusters Score -100368.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -100657.921875 Penalty: 3308.700195
	Iteration 2F: 3 clusters Score -100657.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -100983.507812 Penalty: 3308.700195
	Iteration 3F: 3 clusters Score -100983.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -101312.234375 Penalty: 3308.700195
	Iteration 4F: 3 clusters Score -101312.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -101474.101562 Penalty: 3308.700195
	Iteration 5Q: 3 clusters Score -101474.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -101567.906250 Penalty: 3308.700195
	Iteration 6Q: 3 clusters Score -101567.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -101665.500000 Penalty: 3308.700195
	Iteration 7Q: 3 clusters Score -101665.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -101716.367188 Penalty: 3308.700195
	Iteration 8Q: 3 clusters Score -101716.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -101741.554688 Penalty: 3308.700195
	Iteration 9Q: 3 clusters Score -101741.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -101752.148438 Penalty: 3308.700195
	Iteration 10Q: 3 clusters Score -101752.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -101781.054688 Penalty: 3308.700195
	Iteration 11Q: 3 clusters Score -101781.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -101799.640625 Penalty: 3308.700195
	Iteration 12Q: 3 clusters Score -101799.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -101803.242188 Penalty: 3308.700195
	Iteration 13Q: 3 clusters Score -101803.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -101806.554688 Penalty: 3308.700195
	Iteration 14Q: 3 clusters Score -101806.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -101816.476562 Penalty: 3308.700195
	Iteration 15Q: 3 clusters Score -101816.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -101829.375000 Penalty: 3308.700195
	Iteration 16Q: 3 clusters Score -101829.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -101839.195312 Penalty: 3308.700195
	Iteration 17Q: 3 clusters Score -101839.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -101841.601562 Penalty: 3308.700195
	Iteration 18Q: 3 clusters Score -101841.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -101841.601562 Penalty: 3308.700195
	Iteration 19F: 3 clusters Score -101841.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 36874 members 
Mstep: Class 3 contains 34065 members 
Mstep: Class 4 contains 46003 members 
Mstep: Class 5 contains 44121 members 
Mstep: Class 6 contains 46157 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 45912 members 
Mstep: Class 11 contains 45786 members 
Mstep: Class 12 contains 48847 members 
Mstep: Class 13 contains 47759 members 
Mstep: Class 14 contains 42815 members 
Mstep: Class 15 contains 25874 members 
Mstep: Class 16 contains 43198 members 
Mstep: Class 17 contains 46808 members 
Mstep: Class 18 contains 363 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 785 members 
Mstep: Class 21 contains 35339 members 
Mstep: Class 22 contains 6453 members 
Mstep: Class 23 contains 1222 members 
Mstep: Class 24 contains 13898 members 
Mstep: Class 25 contains 426 members 
Entering Unmasked Estep 
Score: -111231128.000000 Penalty: 82671.179688
Splitting cluster 18 changes total score from -111232320.000000 to -111231128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -50164.632812 Penalty: 1529.544189
	Iteration 0F: 2 clusters Score -50164.63 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 248 members 
Entering Unmasked Estep 
Score: -48734.792969 Penalty: 3059.088379
	Iteration 0F: 3 clusters Score -48734.79 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -49037.253906 Penalty: 3059.088379
	Iteration 1F: 3 clusters Score -49037.25 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -49259.335938 Penalty: 3059.088379
	Iteration 2F: 3 clusters Score -49259.34 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -49394.429688 Penalty: 3059.088379
	Iteration 3F: 3 clusters Score -49394.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -49470.800781 Penalty: 3059.088379
	Iteration 4Q: 3 clusters Score -49470.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -49510.156250 Penalty: 3059.088379
	Iteration 5Q: 3 clusters Score -49510.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -49527.316406 Penalty: 3059.088379
	Iteration 6Q: 3 clusters Score -49527.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -49527.980469 Penalty: 3059.088379
	Iteration 7Q: 3 clusters Score -49527.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -49534.222656 Penalty: 3059.088379
	Iteration 8Q: 3 clusters Score -49534.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -49534.222656 Penalty: 3059.088379
	Iteration 9F: 3 clusters Score -49534.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Entering Unmasked Estep 
Score: -132750.250000 Penalty: 1653.089600
	Iteration 0F: 2 clusters Score -132750.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -131078.546875 Penalty: 3306.179199
	Iteration 0F: 3 clusters Score -131078.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -131478.890625 Penalty: 3306.179199
	Iteration 1F: 3 clusters Score -131478.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -131637.671875 Penalty: 3306.179199
	Iteration 2F: 3 clusters Score -131637.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -131790.625000 Penalty: 3306.179199
	Iteration 3Q: 3 clusters Score -131790.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -131885.906250 Penalty: 3306.179199
	Iteration 4Q: 3 clusters Score -131885.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -131975.125000 Penalty: 3306.179199
	Iteration 5Q: 3 clusters Score -131975.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -132125.468750 Penalty: 3306.179199
	Iteration 6Q: 3 clusters Score -132125.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -132257.234375 Penalty: 3306.179199
	Iteration 7Q: 3 clusters Score -132257.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -132348.968750 Penalty: 3306.179199
	Iteration 8Q: 3 clusters Score -132349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -132428.015625 Penalty: 3306.179199
	Iteration 9Q: 3 clusters Score -132428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -132440.468750 Penalty: 3306.179199
	Iteration 10Q: 3 clusters Score -132440.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -132457.453125 Penalty: 3306.179199
	Iteration 11Q: 3 clusters Score -132457.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -132470.125000 Penalty: 3306.179199
	Iteration 12Q: 3 clusters Score -132470.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -132470.125000 Penalty: 3306.179199
	Iteration 13F: 3 clusters Score -132470.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (35339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35339 members 
Entering Unmasked Estep 
Score: -6488904.500000 Penalty: 2597.239990
	Iteration 0F: 2 clusters Score -6488904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -6465036.000000 Penalty: 5194.479980
	Iteration 0F: 3 clusters Score -6465036 nChanged 15983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -6473666.000000 Penalty: 5194.479980
	Iteration 1F: 3 clusters Score -6473666 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -6474222.000000 Penalty: 5194.479980
	Iteration 2Q: 3 clusters Score -6474222 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16398 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -6474810.000000 Penalty: 5194.479980
	Iteration 3Q: 3 clusters Score -6474810 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -6475497.500000 Penalty: 5194.479980
	Iteration 4Q: 3 clusters Score -6475498 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -6476271.000000 Penalty: 5194.479980
	Iteration 5Q: 3 clusters Score -6476271 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -6477138.500000 Penalty: 5194.479980
	Iteration 6Q: 3 clusters Score -6477138 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -6478091.500000 Penalty: 5194.479980
	Iteration 7Q: 3 clusters Score -6478092 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -6479226.000000 Penalty: 5194.479980
	Iteration 8Q: 3 clusters Score -6479226 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -6480293.000000 Penalty: 5194.479980
	Iteration 9Q: 3 clusters Score -6480293 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -6481283.500000 Penalty: 5194.479980
	Iteration 10Q: 3 clusters Score -6481284 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -6482213.500000 Penalty: 5194.479980
	Iteration 11Q: 3 clusters Score -6482214 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -6482949.500000 Penalty: 5194.479980
	Iteration 12Q: 3 clusters Score -6482950 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -6483519.000000 Penalty: 5194.479980
	Iteration 13Q: 3 clusters Score -6483519 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -6483983.000000 Penalty: 5194.479980
	Iteration 14Q: 3 clusters Score -6483983 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -6484349.500000 Penalty: 5194.479980
	Iteration 15Q: 3 clusters Score -6484350 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -6484675.000000 Penalty: 5194.479980
	Iteration 16Q: 3 clusters Score -6484675 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -6485007.500000 Penalty: 5194.479980
	Iteration 17Q: 3 clusters Score -6485008 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 32421 members 
Entering Unmasked Estep 
Score: -6485288.500000 Penalty: 5194.479980
	Iteration 18Q: 3 clusters Score -6485288 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -6485575.500000 Penalty: 5194.479980
	Iteration 19Q: 3 clusters Score -6485576 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -6485777.500000 Penalty: 5194.479980
	Iteration 20F: 3 clusters Score -6485778 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -6485915.500000 Penalty: 5194.479980
	Iteration 21Q: 3 clusters Score -6485916 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -6486026.000000 Penalty: 5194.479980
	Iteration 22Q: 3 clusters Score -6486026 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -6486141.000000 Penalty: 5194.479980
	Iteration 23Q: 3 clusters Score -6486141 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 34065 members 
Entering Unmasked Estep 
Score: -6486239.000000 Penalty: 5194.479980
	Iteration 24Q: 3 clusters Score -6486239 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -6486316.000000 Penalty: 5194.479980
	Iteration 25Q: 3 clusters Score -6486316 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 34293 members 
Entering Unmasked Estep 
Score: -6486356.500000 Penalty: 5194.479980
	Iteration 26Q: 3 clusters Score -6486356 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 34372 members 
Entering Unmasked Estep 
Score: -6486407.500000 Penalty: 5194.479980
	Iteration 27Q: 3 clusters Score -6486408 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -6486444.500000 Penalty: 5194.479980
	Iteration 28Q: 3 clusters Score -6486444 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 34488 members 
Entering Unmasked Estep 
Score: -6486470.500000 Penalty: 5194.479980
	Iteration 29Q: 3 clusters Score -6486470 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -6486505.500000 Penalty: 5194.479980
	Iteration 30Q: 3 clusters Score -6486506 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -6486511.500000 Penalty: 5194.479980
	Iteration 31Q: 3 clusters Score -6486512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -6486528.500000 Penalty: 5194.479980
	Iteration 32Q: 3 clusters Score -6486528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -6486539.500000 Penalty: 5194.479980
	Iteration 33Q: 3 clusters Score -6486540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 34598 members 
Entering Unmasked Estep 
Score: -6486547.500000 Penalty: 5194.479980
	Iteration 34Q: 3 clusters Score -6486548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -6486550.500000 Penalty: 5194.479980
	Iteration 35Q: 3 clusters Score -6486550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 34616 members 
Entering Unmasked Estep 
Score: -6486556.500000 Penalty: 5194.479980
	Iteration 36Q: 3 clusters Score -6486556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -6486559.500000 Penalty: 5194.479980
	Iteration 37Q: 3 clusters Score -6486560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -6486567.500000 Penalty: 5194.479980
	Iteration 38Q: 3 clusters Score -6486568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -6486578.000000 Penalty: 5194.479980
	Iteration 39Q: 3 clusters Score -6486578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -6486578.000000 Penalty: 5194.479980
	Iteration 40F: 3 clusters Score -6486578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -6486580.500000 Penalty: 5194.479980
	Iteration 41Q: 3 clusters Score -6486580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -6486582.000000 Penalty: 5194.479980
	Iteration 42Q: 3 clusters Score -6486582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -6486592.000000 Penalty: 5194.479980
	Iteration 43Q: 3 clusters Score -6486592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -6486594.500000 Penalty: 5194.479980
	Iteration 44Q: 3 clusters Score -6486594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -6486594.500000 Penalty: 5194.479980
	Iteration 45Q: 3 clusters Score -6486594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -6486597.500000 Penalty: 5194.479980
	Iteration 46Q: 3 clusters Score -6486598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -6486601.000000 Penalty: 5194.479980
	Iteration 47Q: 3 clusters Score -6486601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 34681 members 
Entering Unmasked Estep 
Score: -6486604.500000 Penalty: 5194.479980
	Iteration 48Q: 3 clusters Score -6486604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -6486610.500000 Penalty: 5194.479980
	Iteration 49Q: 3 clusters Score -6486610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -6486606.000000 Penalty: 5194.479980
	Iteration 50Q: 3 clusters Score -6486606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -6486606.000000 Penalty: 5194.479980
	Iteration 51F: 3 clusters Score -6486606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (6453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Entering Unmasked Estep 
Score: -1181733.750000 Penalty: 2175.530518
	Iteration 0F: 2 clusters Score -1181734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1176337.625000 Penalty: 4351.061035
	Iteration 0F: 3 clusters Score -1176338 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1177754.500000 Penalty: 4351.061035
	Iteration 1F: 3 clusters Score -1177754 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1177968.000000 Penalty: 4351.061035
	Iteration 2F: 3 clusters Score -1177968 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -1178116.250000 Penalty: 4351.061035
	Iteration 3Q: 3 clusters Score -1178116 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1178242.625000 Penalty: 4351.061035
	Iteration 4Q: 3 clusters Score -1178243 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1178376.000000 Penalty: 4351.061035
	Iteration 5Q: 3 clusters Score -1178376 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1178510.250000 Penalty: 4351.061035
	Iteration 6Q: 3 clusters Score -1178510 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1178642.750000 Penalty: 4351.061035
	Iteration 7Q: 3 clusters Score -1178643 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1178791.625000 Penalty: 4351.061035
	Iteration 8Q: 3 clusters Score -1178792 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1178964.250000 Penalty: 4351.061035
	Iteration 9Q: 3 clusters Score -1178964 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1179104.250000 Penalty: 4351.061035
	Iteration 10Q: 3 clusters Score -1179104 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1179251.500000 Penalty: 4351.061035
	Iteration 11Q: 3 clusters Score -1179252 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1179423.000000 Penalty: 4351.061035
	Iteration 12Q: 3 clusters Score -1179423 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1179589.625000 Penalty: 4351.061035
	Iteration 13Q: 3 clusters Score -1179590 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1179749.750000 Penalty: 4351.061035
	Iteration 14Q: 3 clusters Score -1179750 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1179877.250000 Penalty: 4351.061035
	Iteration 15Q: 3 clusters Score -1179877 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1179988.250000 Penalty: 4351.061035
	Iteration 16Q: 3 clusters Score -1179988 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1180056.625000 Penalty: 4351.061035
	Iteration 17Q: 3 clusters Score -1180057 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1180101.500000 Penalty: 4351.061035
	Iteration 18Q: 3 clusters Score -1180102 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1180125.750000 Penalty: 4351.061035
	Iteration 19Q: 3 clusters Score -1180126 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1180135.750000 Penalty: 4351.061035
	Iteration 20F: 3 clusters Score -1180136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1180146.000000 Penalty: 4351.061035
	Iteration 21Q: 3 clusters Score -1180146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1180149.750000 Penalty: 4351.061035
	Iteration 22Q: 3 clusters Score -1180150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1180154.250000 Penalty: 4351.061035
	Iteration 23Q: 3 clusters Score -1180154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1180156.750000 Penalty: 4351.061035
	Iteration 24Q: 3 clusters Score -1180157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1180159.250000 Penalty: 4351.061035
	Iteration 25Q: 3 clusters Score -1180159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1180160.625000 Penalty: 4351.061035
	Iteration 26Q: 3 clusters Score -1180161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1180165.250000 Penalty: 4351.061035
	Iteration 27Q: 3 clusters Score -1180165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1180164.000000 Penalty: 4351.061035
	Iteration 28Q: 3 clusters Score -1180164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1180170.375000 Penalty: 4351.061035
	Iteration 29Q: 3 clusters Score -1180170 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1180168.250000 Penalty: 4351.061035
	Iteration 30Q: 3 clusters Score -1180168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1180170.625000 Penalty: 4351.061035
	Iteration 31Q: 3 clusters Score -1180171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1180171.750000 Penalty: 4351.061035
	Iteration 32Q: 3 clusters Score -1180172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1180171.250000 Penalty: 4351.061035
	Iteration 33Q: 3 clusters Score -1180171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1180171.250000 Penalty: 4351.061035
	Iteration 34F: 3 clusters Score -1180171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Entering Unmasked Estep 
Score: -213041.937500 Penalty: 1762.844482
	Iteration 0F: 2 clusters Score -213041.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -210947.125000 Penalty: 3525.688965
	Iteration 0F: 3 clusters Score -210947.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -211292.453125 Penalty: 3525.688965
	Iteration 1F: 3 clusters Score -211292.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -211446.875000 Penalty: 3525.688965
	Iteration 2F: 3 clusters Score -211446.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -211535.359375 Penalty: 3525.688965
	Iteration 3Q: 3 clusters Score -211535.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -211608.265625 Penalty: 3525.688965
	Iteration 4Q: 3 clusters Score -211608.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -211713.921875 Penalty: 3525.688965
	Iteration 5Q: 3 clusters Score -211713.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -211843.015625 Penalty: 3525.688965
	Iteration 6Q: 3 clusters Score -211843 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -211996.843750 Penalty: 3525.688965
	Iteration 7Q: 3 clusters Score -211996.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -212136.890625 Penalty: 3525.688965
	Iteration 8Q: 3 clusters Score -212136.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -212296.218750 Penalty: 3525.688965
	Iteration 9Q: 3 clusters Score -212296.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -212447.656250 Penalty: 3525.688965
	Iteration 10Q: 3 clusters Score -212447.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -212543.437500 Penalty: 3525.688965
	Iteration 11Q: 3 clusters Score -212543.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -212603.515625 Penalty: 3525.688965
	Iteration 12Q: 3 clusters Score -212603.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -212644.640625 Penalty: 3525.688965
	Iteration 13Q: 3 clusters Score -212644.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -212665.984375 Penalty: 3525.688965
	Iteration 14Q: 3 clusters Score -212666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -212676.046875 Penalty: 3525.688965
	Iteration 15Q: 3 clusters Score -212676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -212685.125000 Penalty: 3525.688965
	Iteration 16Q: 3 clusters Score -212685.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -212690.453125 Penalty: 3525.688965
	Iteration 17Q: 3 clusters Score -212690.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -212694.562500 Penalty: 3525.688965
	Iteration 18Q: 3 clusters Score -212694.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -212695.468750 Penalty: 3525.688965
	Iteration 19Q: 3 clusters Score -212695.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -212709.796875 Penalty: 3525.688965
	Iteration 20F: 3 clusters Score -212709.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -212730.765625 Penalty: 3525.688965
	Iteration 21Q: 3 clusters Score -212730.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -212760.968750 Penalty: 3525.688965
	Iteration 22Q: 3 clusters Score -212761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -212802.781250 Penalty: 3525.688965
	Iteration 23Q: 3 clusters Score -212802.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -212854.687500 Penalty: 3525.688965
	Iteration 24Q: 3 clusters Score -212854.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -212906.359375 Penalty: 3525.688965
	Iteration 25Q: 3 clusters Score -212906.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -212926.140625 Penalty: 3525.688965
	Iteration 26Q: 3 clusters Score -212926.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -212930.062500 Penalty: 3525.688965
	Iteration 27Q: 3 clusters Score -212930.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -212930.062500 Penalty: 3525.688965
	Iteration 28F: 3 clusters Score -212930.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 36874 members 
Mstep: Class 3 contains 34065 members 
Mstep: Class 4 contains 46003 members 
Mstep: Class 5 contains 44121 members 
Mstep: Class 6 contains 46157 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 45912 members 
Mstep: Class 11 contains 45786 members 
Mstep: Class 12 contains 48847 members 
Mstep: Class 13 contains 47759 members 
Mstep: Class 14 contains 42815 members 
Mstep: Class 15 contains 25874 members 
Mstep: Class 16 contains 43198 members 
Mstep: Class 17 contains 46808 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 785 members 
Mstep: Class 21 contains 35339 members 
Mstep: Class 22 contains 6453 members 
Mstep: Class 23 contains 1222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111233424.000000 Penalty: 79364.328125
Iteration 319Q: 25 clusters Score -1.112334e+08 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 36759 members 
Mstep: Class 3 contains 35129 members 
Mstep: Class 4 contains 45984 members 
Mstep: Class 5 contains 44090 members 
Mstep: Class 6 contains 46122 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 45712 members 
Mstep: Class 11 contains 45667 members 
Mstep: Class 12 contains 48901 members 
Mstep: Class 13 contains 47776 members 
Mstep: Class 14 contains 42623 members 
Mstep: Class 15 contains 25885 members 
Mstep: Class 16 contains 43186 members 
Mstep: Class 17 contains 46784 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 785 members 
Mstep: Class 21 contains 35236 members 
Mstep: Class 22 contains 6465 members 
Mstep: Class 23 contains 1225 members 
Mstep: Class 24 contains 13587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111233296.000000 Penalty: 79364.328125
Iteration 320F: 25 clusters Score -1.112333e+08 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 36644 members 
Mstep: Class 3 contains 35894 members 
Mstep: Class 4 contains 45998 members 
Mstep: Class 5 contains 44067 members 
Mstep: Class 6 contains 46115 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 45429 members 
Mstep: Class 11 contains 45540 members 
Mstep: Class 12 contains 48958 members 
Mstep: Class 13 contains 47801 members 
Mstep: Class 14 contains 42374 members 
Mstep: Class 15 contains 25891 members 
Mstep: Class 16 contains 43173 members 
Mstep: Class 17 contains 46760 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 785 members 
Mstep: Class 21 contains 35081 members 
Mstep: Class 22 contains 6476 members 
Mstep: Class 23 contains 1223 members 
Mstep: Class 24 contains 13707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111233744.000000 Penalty: 79364.328125
Iteration 321Q: 25 clusters Score -1.112337e+08 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 36537 members 
Mstep: Class 3 contains 36556 members 
Mstep: Class 4 contains 46015 members 
Mstep: Class 5 contains 44060 members 
Mstep: Class 6 contains 46125 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 45187 members 
Mstep: Class 11 contains 45440 members 
Mstep: Class 12 contains 48993 members 
Mstep: Class 13 contains 47784 members 
Mstep: Class 14 contains 42187 members 
Mstep: Class 15 contains 25908 members 
Mstep: Class 16 contains 43153 members 
Mstep: Class 17 contains 46743 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 34943 members 
Mstep: Class 22 contains 6494 members 
Mstep: Class 23 contains 1224 members 
Mstep: Class 24 contains 13781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111234000.000000 Penalty: 79364.328125
Iteration 322Q: 25 clusters Score -1.11234e+08 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 36459 members 
Mstep: Class 3 contains 37298 members 
Mstep: Class 4 contains 46036 members 
Mstep: Class 5 contains 44064 members 
Mstep: Class 6 contains 46123 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 44945 members 
Mstep: Class 11 contains 45373 members 
Mstep: Class 12 contains 48916 members 
Mstep: Class 13 contains 47767 members 
Mstep: Class 14 contains 41997 members 
Mstep: Class 15 contains 25928 members 
Mstep: Class 16 contains 43133 members 
Mstep: Class 17 contains 46721 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 34821 members 
Mstep: Class 22 contains 6509 members 
Mstep: Class 23 contains 1223 members 
Mstep: Class 24 contains 13817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111234328.000000 Penalty: 79364.328125
Iteration 323Q: 25 clusters Score -1.112343e+08 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 36414 members 
Mstep: Class 3 contains 38044 members 
Mstep: Class 4 contains 46048 members 
Mstep: Class 5 contains 44032 members 
Mstep: Class 6 contains 46125 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 44728 members 
Mstep: Class 11 contains 45333 members 
Mstep: Class 12 contains 48756 members 
Mstep: Class 13 contains 47767 members 
Mstep: Class 14 contains 41822 members 
Mstep: Class 15 contains 25941 members 
Mstep: Class 16 contains 43100 members 
Mstep: Class 17 contains 46707 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 34722 members 
Mstep: Class 22 contains 6527 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 13846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111234608.000000 Penalty: 79364.328125
Iteration 324Q: 25 clusters Score -1.112346e+08 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 36370 members 
Mstep: Class 3 contains 38752 members 
Mstep: Class 4 contains 45994 members 
Mstep: Class 5 contains 44044 members 
Mstep: Class 6 contains 46121 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 44516 members 
Mstep: Class 11 contains 45302 members 
Mstep: Class 12 contains 48594 members 
Mstep: Class 13 contains 47745 members 
Mstep: Class 14 contains 41647 members 
Mstep: Class 15 contains 25960 members 
Mstep: Class 16 contains 43071 members 
Mstep: Class 17 contains 46716 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 34635 members 
Mstep: Class 22 contains 6543 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 13902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111235376.000000 Penalty: 79364.328125
Iteration 325Q: 25 clusters Score -1.112354e+08 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 36336 members 
Mstep: Class 3 contains 39506 members 
Mstep: Class 4 contains 45942 members 
Mstep: Class 5 contains 44056 members 
Mstep: Class 6 contains 46113 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 44233 members 
Mstep: Class 11 contains 45270 members 
Mstep: Class 12 contains 48429 members 
Mstep: Class 13 contains 47725 members 
Mstep: Class 14 contains 41472 members 
Mstep: Class 15 contains 25978 members 
Mstep: Class 16 contains 43075 members 
Mstep: Class 17 contains 46708 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 34549 members 
Mstep: Class 22 contains 6562 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 13957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111235608.000000 Penalty: 79364.328125
Iteration 326Q: 25 clusters Score -1.112356e+08 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 36296 members 
Mstep: Class 3 contains 40252 members 
Mstep: Class 4 contains 45886 members 
Mstep: Class 5 contains 44078 members 
Mstep: Class 6 contains 46091 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 44069 members 
Mstep: Class 11 contains 45232 members 
Mstep: Class 12 contains 48266 members 
Mstep: Class 13 contains 47706 members 
Mstep: Class 14 contains 41273 members 
Mstep: Class 15 contains 25986 members 
Mstep: Class 16 contains 43066 members 
Mstep: Class 17 contains 46671 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 787 members 
Mstep: Class 21 contains 34455 members 
Mstep: Class 22 contains 6586 members 
Mstep: Class 23 contains 1220 members 
Mstep: Class 24 contains 13996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111235824.000000 Penalty: 79364.328125
Iteration 327Q: 25 clusters Score -1.112358e+08 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 36242 members 
Mstep: Class 3 contains 40998 members 
Mstep: Class 4 contains 45800 members 
Mstep: Class 5 contains 44078 members 
Mstep: Class 6 contains 46065 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 43935 members 
Mstep: Class 11 contains 45199 members 
Mstep: Class 12 contains 48082 members 
Mstep: Class 13 contains 47669 members 
Mstep: Class 14 contains 41108 members 
Mstep: Class 15 contains 25994 members 
Mstep: Class 16 contains 43056 members 
Mstep: Class 17 contains 46662 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 787 members 
Mstep: Class 21 contains 34346 members 
Mstep: Class 22 contains 6614 members 
Mstep: Class 23 contains 1217 members 
Mstep: Class 24 contains 14064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111236472.000000 Penalty: 79364.328125
Iteration 328Q: 25 clusters Score -1.112365e+08 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 36207 members 
Mstep: Class 3 contains 41735 members 
Mstep: Class 4 contains 45700 members 
Mstep: Class 5 contains 44074 members 
Mstep: Class 6 contains 46048 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 43776 members 
Mstep: Class 11 contains 45126 members 
Mstep: Class 12 contains 47932 members 
Mstep: Class 13 contains 47610 members 
Mstep: Class 14 contains 40979 members 
Mstep: Class 15 contains 26007 members 
Mstep: Class 16 contains 43050 members 
Mstep: Class 17 contains 46647 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 787 members 
Mstep: Class 21 contains 34231 members 
Mstep: Class 22 contains 6638 members 
Mstep: Class 23 contains 1217 members 
Mstep: Class 24 contains 14152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111236408.000000 Penalty: 79364.328125
Iteration 329Q: 25 clusters Score -1.112364e+08 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 36172 members 
Mstep: Class 3 contains 42458 members 
Mstep: Class 4 contains 45559 members 
Mstep: Class 5 contains 44057 members 
Mstep: Class 6 contains 45983 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 43642 members 
Mstep: Class 11 contains 45092 members 
Mstep: Class 12 contains 47834 members 
Mstep: Class 13 contains 47590 members 
Mstep: Class 14 contains 40826 members 
Mstep: Class 15 contains 26019 members 
Mstep: Class 16 contains 43019 members 
Mstep: Class 17 contains 46610 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 34119 members 
Mstep: Class 22 contains 6667 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 14265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111237128.000000 Penalty: 79364.328125
Iteration 330Q: 25 clusters Score -1.112371e+08 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 36158 members 
Mstep: Class 3 contains 43198 members 
Mstep: Class 4 contains 45458 members 
Mstep: Class 5 contains 44034 members 
Mstep: Class 6 contains 45872 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1254 members 
Mstep: Class 10 contains 43443 members 
Mstep: Class 11 contains 45046 members 
Mstep: Class 12 contains 47719 members 
Mstep: Class 13 contains 47570 members 
Mstep: Class 14 contains 40683 members 
Mstep: Class 15 contains 26036 members 
Mstep: Class 16 contains 42982 members 
Mstep: Class 17 contains 46587 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 34002 members 
Mstep: Class 22 contains 6696 members 
Mstep: Class 23 contains 1217 members 
Mstep: Class 24 contains 14429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111237088.000000 Penalty: 79364.328125
Iteration 331Q: 25 clusters Score -1.112371e+08 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 36129 members 
Mstep: Class 3 contains 43918 members 
Mstep: Class 4 contains 45371 members 
Mstep: Class 5 contains 44033 members 
Mstep: Class 6 contains 45785 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 43287 members 
Mstep: Class 11 contains 45025 members 
Mstep: Class 12 contains 47527 members 
Mstep: Class 13 contains 47566 members 
Mstep: Class 14 contains 40527 members 
Mstep: Class 15 contains 26052 members 
Mstep: Class 16 contains 42928 members 
Mstep: Class 17 contains 46565 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 33866 members 
Mstep: Class 22 contains 6711 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 14621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111237312.000000 Penalty: 79364.328125
Iteration 332Q: 25 clusters Score -1.112373e+08 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 36092 members 
Mstep: Class 3 contains 44544 members 
Mstep: Class 4 contains 45246 members 
Mstep: Class 5 contains 44042 members 
Mstep: Class 6 contains 45674 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 43226 members 
Mstep: Class 11 contains 45020 members 
Mstep: Class 12 contains 47397 members 
Mstep: Class 13 contains 47522 members 
Mstep: Class 14 contains 40347 members 
Mstep: Class 15 contains 26065 members 
Mstep: Class 16 contains 42898 members 
Mstep: Class 17 contains 46533 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 33750 members 
Mstep: Class 22 contains 6725 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 14830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111237584.000000 Penalty: 79364.328125
Iteration 333Q: 25 clusters Score -1.112376e+08 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 36036 members 
Mstep: Class 3 contains 45105 members 
Mstep: Class 4 contains 45102 members 
Mstep: Class 5 contains 44062 members 
Mstep: Class 6 contains 45559 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 43337 members 
Mstep: Class 11 contains 44977 members 
Mstep: Class 12 contains 47246 members 
Mstep: Class 13 contains 47481 members 
Mstep: Class 14 contains 40182 members 
Mstep: Class 15 contains 26085 members 
Mstep: Class 16 contains 42860 members 
Mstep: Class 17 contains 46495 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 33630 members 
Mstep: Class 22 contains 6745 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 15009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111237704.000000 Penalty: 79364.328125
Iteration 334Q: 25 clusters Score -1.112377e+08 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 35964 members 
Mstep: Class 3 contains 45671 members 
Mstep: Class 4 contains 44983 members 
Mstep: Class 5 contains 44047 members 
Mstep: Class 6 contains 45462 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 43413 members 
Mstep: Class 11 contains 44932 members 
Mstep: Class 12 contains 47105 members 
Mstep: Class 13 contains 47439 members 
Mstep: Class 14 contains 40006 members 
Mstep: Class 15 contains 26109 members 
Mstep: Class 16 contains 42840 members 
Mstep: Class 17 contains 46484 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 786 members 
Mstep: Class 21 contains 33506 members 
Mstep: Class 22 contains 6763 members 
Mstep: Class 23 contains 1217 members 
Mstep: Class 24 contains 15189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238240.000000 Penalty: 79364.328125
Iteration 335Q: 25 clusters Score -1.112382e+08 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 35904 members 
Mstep: Class 3 contains 46273 members 
Mstep: Class 4 contains 44855 members 
Mstep: Class 5 contains 44027 members 
Mstep: Class 6 contains 45382 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 43443 members 
Mstep: Class 11 contains 44921 members 
Mstep: Class 12 contains 46972 members 
Mstep: Class 13 contains 47360 members 
Mstep: Class 14 contains 39867 members 
Mstep: Class 15 contains 26128 members 
Mstep: Class 16 contains 42813 members 
Mstep: Class 17 contains 46467 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 785 members 
Mstep: Class 21 contains 33365 members 
Mstep: Class 22 contains 6778 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 15358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238304.000000 Penalty: 79364.328125
Iteration 336Q: 25 clusters Score -1.112383e+08 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 35835 members 
Mstep: Class 3 contains 46769 members 
Mstep: Class 4 contains 44709 members 
Mstep: Class 5 contains 44006 members 
Mstep: Class 6 contains 45270 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 43533 members 
Mstep: Class 11 contains 44906 members 
Mstep: Class 12 contains 46940 members 
Mstep: Class 13 contains 47289 members 
Mstep: Class 14 contains 39725 members 
Mstep: Class 15 contains 26150 members 
Mstep: Class 16 contains 42808 members 
Mstep: Class 17 contains 46446 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 784 members 
Mstep: Class 21 contains 33222 members 
Mstep: Class 22 contains 6789 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 15518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238720.000000 Penalty: 79364.328125
Iteration 337Q: 25 clusters Score -1.112387e+08 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 35769 members 
Mstep: Class 3 contains 47163 members 
Mstep: Class 4 contains 44633 members 
Mstep: Class 5 contains 43966 members 
Mstep: Class 6 contains 45144 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 43764 members 
Mstep: Class 11 contains 44905 members 
Mstep: Class 12 contains 46884 members 
Mstep: Class 13 contains 47199 members 
Mstep: Class 14 contains 39588 members 
Mstep: Class 15 contains 26158 members 
Mstep: Class 16 contains 42816 members 
Mstep: Class 17 contains 46401 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 33084 members 
Mstep: Class 22 contains 6798 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 15643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239232.000000 Penalty: 79364.328125
Iteration 338Q: 25 clusters Score -1.112392e+08 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 35696 members 
Mstep: Class 3 contains 47531 members 
Mstep: Class 4 contains 44648 members 
Mstep: Class 5 contains 43912 members 
Mstep: Class 6 contains 45070 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 43949 members 
Mstep: Class 11 contains 44895 members 
Mstep: Class 12 contains 46809 members 
Mstep: Class 13 contains 47111 members 
Mstep: Class 14 contains 39485 members 
Mstep: Class 15 contains 26162 members 
Mstep: Class 16 contains 42815 members 
Mstep: Class 17 contains 46366 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 32935 members 
Mstep: Class 22 contains 6805 members 
Mstep: Class 23 contains 1220 members 
Mstep: Class 24 contains 15725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239016.000000 Penalty: 79364.328125
Iteration 339Q: 25 clusters Score -1.11239e+08 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 35631 members 
Mstep: Class 3 contains 47852 members 
Mstep: Class 4 contains 44663 members 
Mstep: Class 5 contains 43863 members 
Mstep: Class 6 contains 45044 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 44083 members 
Mstep: Class 11 contains 44906 members 
Mstep: Class 12 contains 46792 members 
Mstep: Class 13 contains 46994 members 
Mstep: Class 14 contains 39393 members 
Mstep: Class 15 contains 26173 members 
Mstep: Class 16 contains 42788 members 
Mstep: Class 17 contains 46311 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 32796 members 
Mstep: Class 22 contains 6820 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 15806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238848.000000 Penalty: 79364.328125
Iteration 340F: 25 clusters Score -1.112388e+08 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 35555 members 
Mstep: Class 3 contains 48110 members 
Mstep: Class 4 contains 44634 members 
Mstep: Class 5 contains 43822 members 
Mstep: Class 6 contains 45046 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 44294 members 
Mstep: Class 11 contains 44899 members 
Mstep: Class 12 contains 46779 members 
Mstep: Class 13 contains 46903 members 
Mstep: Class 14 contains 39312 members 
Mstep: Class 15 contains 26182 members 
Mstep: Class 16 contains 42761 members 
Mstep: Class 17 contains 46243 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 32675 members 
Mstep: Class 22 contains 6838 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 15863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238880.000000 Penalty: 79364.328125
Iteration 341Q: 25 clusters Score -1.112389e+08 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 35496 members 
Mstep: Class 3 contains 48294 members 
Mstep: Class 4 contains 44645 members 
Mstep: Class 5 contains 43781 members 
Mstep: Class 6 contains 45008 members 
Mstep: Class 7 contains 578 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 44505 members 
Mstep: Class 11 contains 44914 members 
Mstep: Class 12 contains 46785 members 
Mstep: Class 13 contains 46823 members 
Mstep: Class 14 contains 39216 members 
Mstep: Class 15 contains 26191 members 
Mstep: Class 16 contains 42720 members 
Mstep: Class 17 contains 46201 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 32559 members 
Mstep: Class 22 contains 6856 members 
Mstep: Class 23 contains 1217 members 
Mstep: Class 24 contains 15922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238984.000000 Penalty: 79364.328125
Iteration 342Q: 25 clusters Score -1.11239e+08 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 35451 members 
Mstep: Class 3 contains 48376 members 
Mstep: Class 4 contains 44644 members 
Mstep: Class 5 contains 43744 members 
Mstep: Class 6 contains 44952 members 
Mstep: Class 7 contains 578 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 44713 members 
Mstep: Class 11 contains 44939 members 
Mstep: Class 12 contains 46883 members 
Mstep: Class 13 contains 46774 members 
Mstep: Class 14 contains 39133 members 
Mstep: Class 15 contains 26201 members 
Mstep: Class 16 contains 42664 members 
Mstep: Class 17 contains 46146 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 32453 members 
Mstep: Class 22 contains 6869 members 
Mstep: Class 23 contains 1217 members 
Mstep: Class 24 contains 15974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239208.000000 Penalty: 79364.328125
Iteration 343Q: 25 clusters Score -1.112392e+08 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 35407 members 
Mstep: Class 3 contains 48449 members 
Mstep: Class 4 contains 44634 members 
Mstep: Class 5 contains 43733 members 
Mstep: Class 6 contains 44898 members 
Mstep: Class 7 contains 578 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 44945 members 
Mstep: Class 11 contains 44947 members 
Mstep: Class 12 contains 46937 members 
Mstep: Class 13 contains 46726 members 
Mstep: Class 14 contains 39067 members 
Mstep: Class 15 contains 26217 members 
Mstep: Class 16 contains 42615 members 
Mstep: Class 17 contains 46099 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 32348 members 
Mstep: Class 22 contains 6885 members 
Mstep: Class 23 contains 1217 members 
Mstep: Class 24 contains 16009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239304.000000 Penalty: 79364.328125
Iteration 344Q: 25 clusters Score -1.112393e+08 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 35347 members 
Mstep: Class 3 contains 48475 members 
Mstep: Class 4 contains 44662 members 
Mstep: Class 5 contains 43703 members 
Mstep: Class 6 contains 44848 members 
Mstep: Class 7 contains 578 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45121 members 
Mstep: Class 11 contains 44963 members 
Mstep: Class 12 contains 47088 members 
Mstep: Class 13 contains 46673 members 
Mstep: Class 14 contains 38989 members 
Mstep: Class 15 contains 26224 members 
Mstep: Class 16 contains 42579 members 
Mstep: Class 17 contains 46066 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 32243 members 
Mstep: Class 22 contains 6898 members 
Mstep: Class 23 contains 1217 members 
Mstep: Class 24 contains 16037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239312.000000 Penalty: 79364.328125
Iteration 345Q: 25 clusters Score -1.112393e+08 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 35274 members 
Mstep: Class 3 contains 48498 members 
Mstep: Class 4 contains 44705 members 
Mstep: Class 5 contains 43706 members 
Mstep: Class 6 contains 44852 members 
Mstep: Class 7 contains 578 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45227 members 
Mstep: Class 11 contains 44975 members 
Mstep: Class 12 contains 47227 members 
Mstep: Class 13 contains 46581 members 
Mstep: Class 14 contains 38916 members 
Mstep: Class 15 contains 26229 members 
Mstep: Class 16 contains 42540 members 
Mstep: Class 17 contains 46053 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 32158 members 
Mstep: Class 22 contains 6909 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 16065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239344.000000 Penalty: 79364.328125
Iteration 346Q: 25 clusters Score -1.112393e+08 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 35202 members 
Mstep: Class 3 contains 48534 members 
Mstep: Class 4 contains 44758 members 
Mstep: Class 5 contains 43691 members 
Mstep: Class 6 contains 44856 members 
Mstep: Class 7 contains 578 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45278 members 
Mstep: Class 11 contains 44984 members 
Mstep: Class 12 contains 47334 members 
Mstep: Class 13 contains 46533 members 
Mstep: Class 14 contains 38853 members 
Mstep: Class 15 contains 26238 members 
Mstep: Class 16 contains 42527 members 
Mstep: Class 17 contains 46033 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 32080 members 
Mstep: Class 22 contains 6921 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 16093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239560.000000 Penalty: 79364.328125
Iteration 347Q: 25 clusters Score -1.112396e+08 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 35159 members 
Mstep: Class 3 contains 48569 members 
Mstep: Class 4 contains 44809 members 
Mstep: Class 5 contains 43660 members 
Mstep: Class 6 contains 44850 members 
Mstep: Class 7 contains 578 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45292 members 
Mstep: Class 11 contains 45001 members 
Mstep: Class 12 contains 47428 members 
Mstep: Class 13 contains 46496 members 
Mstep: Class 14 contains 38789 members 
Mstep: Class 15 contains 26243 members 
Mstep: Class 16 contains 42521 members 
Mstep: Class 17 contains 46022 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 32022 members 
Mstep: Class 22 contains 6933 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 16121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239304.000000 Penalty: 79364.328125
Iteration 348Q: 25 clusters Score -1.112393e+08 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 35109 members 
Mstep: Class 3 contains 48575 members 
Mstep: Class 4 contains 44899 members 
Mstep: Class 5 contains 43631 members 
Mstep: Class 6 contains 44879 members 
Mstep: Class 7 contains 578 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45287 members 
Mstep: Class 11 contains 45013 members 
Mstep: Class 12 contains 47473 members 
Mstep: Class 13 contains 46475 members 
Mstep: Class 14 contains 38699 members 
Mstep: Class 15 contains 26248 members 
Mstep: Class 16 contains 42522 members 
Mstep: Class 17 contains 46023 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 31981 members 
Mstep: Class 22 contains 6946 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 16154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239424.000000 Penalty: 79364.328125
Iteration 349Q: 25 clusters Score -1.112394e+08 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 35069 members 
Mstep: Class 3 contains 48600 members 
Mstep: Class 4 contains 44982 members 
Mstep: Class 5 contains 43606 members 
Mstep: Class 6 contains 44939 members 
Mstep: Class 7 contains 578 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45256 members 
Mstep: Class 11 contains 45017 members 
Mstep: Class 12 contains 47505 members 
Mstep: Class 13 contains 46474 members 
Mstep: Class 14 contains 38615 members 
Mstep: Class 15 contains 26254 members 
Mstep: Class 16 contains 42513 members 
Mstep: Class 17 contains 45996 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 31951 members 
Mstep: Class 22 contains 6956 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 16181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239560.000000 Penalty: 79364.328125
Iteration 350Q: 25 clusters Score -1.112396e+08 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 35034 members 
Mstep: Class 3 contains 48649 members 
Mstep: Class 4 contains 45009 members 
Mstep: Class 5 contains 43580 members 
Mstep: Class 6 contains 44981 members 
Mstep: Class 7 contains 578 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45205 members 
Mstep: Class 11 contains 45016 members 
Mstep: Class 12 contains 47553 members 
Mstep: Class 13 contains 46490 members 
Mstep: Class 14 contains 38551 members 
Mstep: Class 15 contains 26262 members 
Mstep: Class 16 contains 42515 members 
Mstep: Class 17 contains 45982 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 31911 members 
Mstep: Class 22 contains 6967 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 16209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239800.000000 Penalty: 79364.328125
Iteration 351Q: 25 clusters Score -1.112398e+08 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 34986 members 
Mstep: Class 3 contains 48673 members 
Mstep: Class 4 contains 45035 members 
Mstep: Class 5 contains 43566 members 
Mstep: Class 6 contains 45042 members 
Mstep: Class 7 contains 578 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45153 members 
Mstep: Class 11 contains 45009 members 
Mstep: Class 12 contains 47605 members 
Mstep: Class 13 contains 46517 members 
Mstep: Class 14 contains 38494 members 
Mstep: Class 15 contains 26263 members 
Mstep: Class 16 contains 42520 members 
Mstep: Class 17 contains 45980 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 31860 members 
Mstep: Class 22 contains 6970 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 16241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239968.000000 Penalty: 79364.328125
Iteration 352Q: 25 clusters Score -1.1124e+08 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 34925 members 
Mstep: Class 3 contains 48697 members 
Mstep: Class 4 contains 45057 members 
Mstep: Class 5 contains 43550 members 
Mstep: Class 6 contains 45109 members 
Mstep: Class 7 contains 578 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45119 members 
Mstep: Class 11 contains 45015 members 
Mstep: Class 12 contains 47617 members 
Mstep: Class 13 contains 46511 members 
Mstep: Class 14 contains 38448 members 
Mstep: Class 15 contains 26267 members 
Mstep: Class 16 contains 42524 members 
Mstep: Class 17 contains 45997 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 782 members 
Mstep: Class 21 contains 31829 members 
Mstep: Class 22 contains 6972 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 16276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239872.000000 Penalty: 79364.328125
Iteration 353Q: 25 clusters Score -1.112399e+08 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 34870 members 
Mstep: Class 3 contains 48757 members 
Mstep: Class 4 contains 45061 members 
Mstep: Class 5 contains 43569 members 
Mstep: Class 6 contains 45154 members 
Mstep: Class 7 contains 578 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45079 members 
Mstep: Class 11 contains 45025 members 
Mstep: Class 12 contains 47610 members 
Mstep: Class 13 contains 46524 members 
Mstep: Class 14 contains 38395 members 
Mstep: Class 15 contains 26265 members 
Mstep: Class 16 contains 42533 members 
Mstep: Class 17 contains 46001 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 31785 members 
Mstep: Class 22 contains 6981 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 16305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239792.000000 Penalty: 79364.328125
Iteration 354Q: 25 clusters Score -1.112398e+08 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 34813 members 
Mstep: Class 3 contains 48797 members 
Mstep: Class 4 contains 45063 members 
Mstep: Class 5 contains 43529 members 
Mstep: Class 6 contains 45191 members 
Mstep: Class 7 contains 578 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45070 members 
Mstep: Class 11 contains 45021 members 
Mstep: Class 12 contains 47595 members 
Mstep: Class 13 contains 46548 members 
Mstep: Class 14 contains 38350 members 
Mstep: Class 15 contains 26279 members 
Mstep: Class 16 contains 42582 members 
Mstep: Class 17 contains 45995 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 781 members 
Mstep: Class 21 contains 31762 members 
Mstep: Class 22 contains 6989 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 16330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239728.000000 Penalty: 79364.328125
Iteration 355Q: 25 clusters Score -1.112397e+08 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 34792 members 
Mstep: Class 3 contains 48830 members 
Mstep: Class 4 contains 45079 members 
Mstep: Class 5 contains 43468 members 
Mstep: Class 6 contains 45228 members 
Mstep: Class 7 contains 578 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45072 members 
Mstep: Class 11 contains 45016 members 
Mstep: Class 12 contains 47570 members 
Mstep: Class 13 contains 46557 members 
Mstep: Class 14 contains 38292 members 
Mstep: Class 15 contains 26284 members 
Mstep: Class 16 contains 42627 members 
Mstep: Class 17 contains 45984 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 782 members 
Mstep: Class 21 contains 31746 members 
Mstep: Class 22 contains 7010 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 16358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239624.000000 Penalty: 79364.328125
Iteration 356Q: 25 clusters Score -1.112396e+08 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 34758 members 
Mstep: Class 3 contains 48847 members 
Mstep: Class 4 contains 45089 members 
Mstep: Class 5 contains 43416 members 
Mstep: Class 6 contains 45263 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45108 members 
Mstep: Class 11 contains 45021 members 
Mstep: Class 12 contains 47552 members 
Mstep: Class 13 contains 46577 members 
Mstep: Class 14 contains 38239 members 
Mstep: Class 15 contains 26286 members 
Mstep: Class 16 contains 42649 members 
Mstep: Class 17 contains 45969 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 31722 members 
Mstep: Class 22 contains 7032 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 16386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239864.000000 Penalty: 79364.328125
Iteration 357Q: 25 clusters Score -1.112399e+08 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 34713 members 
Mstep: Class 3 contains 48853 members 
Mstep: Class 4 contains 45078 members 
Mstep: Class 5 contains 43384 members 
Mstep: Class 6 contains 45304 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45155 members 
Mstep: Class 11 contains 45024 members 
Mstep: Class 12 contains 47552 members 
Mstep: Class 13 contains 46586 members 
Mstep: Class 14 contains 38163 members 
Mstep: Class 15 contains 26293 members 
Mstep: Class 16 contains 42674 members 
Mstep: Class 17 contains 45975 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 31693 members 
Mstep: Class 22 contains 7049 members 
Mstep: Class 23 contains 1216 members 
Mstep: Class 24 contains 16420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239680.000000 Penalty: 79364.328125
Iteration 358Q: 25 clusters Score -1.112397e+08 nChanged 928
Entering ConstructFrom: 
Score: -111239680.000000 Penalty: 79364.328125
Entering ConstructFrom: 
Trying to split cluster 1 (2547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Entering Unmasked Estep 
Score: -431233.625000 Penalty: 1944.982544
	Iteration 0F: 2 clusters Score -431233.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -428315.812500 Penalty: 3889.965088
	Iteration 0F: 3 clusters Score -428315.8 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -428917.718750 Penalty: 3889.965088
	Iteration 1F: 3 clusters Score -428917.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -429162.812500 Penalty: 3889.965088
	Iteration 2F: 3 clusters Score -429162.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -429301.031250 Penalty: 3889.965088
	Iteration 3F: 3 clusters Score -429301 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -429399.218750 Penalty: 3889.965088
	Iteration 4Q: 3 clusters Score -429399.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -429476.281250 Penalty: 3889.965088
	Iteration 5Q: 3 clusters Score -429476.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -429535.875000 Penalty: 3889.965088
	Iteration 6Q: 3 clusters Score -429535.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -429596.468750 Penalty: 3889.965088
	Iteration 7Q: 3 clusters Score -429596.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -429675.812500 Penalty: 3889.965088
	Iteration 8Q: 3 clusters Score -429675.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -429743.468750 Penalty: 3889.965088
	Iteration 9Q: 3 clusters Score -429743.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -429797.656250 Penalty: 3889.965088
	Iteration 10Q: 3 clusters Score -429797.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -429871.031250 Penalty: 3889.965088
	Iteration 11Q: 3 clusters Score -429871 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -429935.187500 Penalty: 3889.965088
	Iteration 12Q: 3 clusters Score -429935.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -430015.343750 Penalty: 3889.965088
	Iteration 13Q: 3 clusters Score -430015.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -430097.312500 Penalty: 3889.965088
	Iteration 14Q: 3 clusters Score -430097.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -430165.468750 Penalty: 3889.965088
	Iteration 15Q: 3 clusters Score -430165.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -430213.750000 Penalty: 3889.965088
	Iteration 16Q: 3 clusters Score -430213.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -430246.531250 Penalty: 3889.965088
	Iteration 17Q: 3 clusters Score -430246.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -430266.531250 Penalty: 3889.965088
	Iteration 18Q: 3 clusters Score -430266.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -430283.187500 Penalty: 3889.965088
	Iteration 19Q: 3 clusters Score -430283.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -430302.937500 Penalty: 3889.965088
	Iteration 20F: 3 clusters Score -430302.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -430319.875000 Penalty: 3889.965088
	Iteration 21Q: 3 clusters Score -430319.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -430350.156250 Penalty: 3889.965088
	Iteration 22Q: 3 clusters Score -430350.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -430382.250000 Penalty: 3889.965088
	Iteration 23Q: 3 clusters Score -430382.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -430413.218750 Penalty: 3889.965088
	Iteration 24Q: 3 clusters Score -430413.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -430442.437500 Penalty: 3889.965088
	Iteration 25Q: 3 clusters Score -430442.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -430484.343750 Penalty: 3889.965088
	Iteration 26Q: 3 clusters Score -430484.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -430529.406250 Penalty: 3889.965088
	Iteration 27Q: 3 clusters Score -430529.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -430558.875000 Penalty: 3889.965088
	Iteration 28Q: 3 clusters Score -430558.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -430573.937500 Penalty: 3889.965088
	Iteration 29Q: 3 clusters Score -430573.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -430587.593750 Penalty: 3889.965088
	Iteration 30Q: 3 clusters Score -430587.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -430601.062500 Penalty: 3889.965088
	Iteration 31Q: 3 clusters Score -430601.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -430609.593750 Penalty: 3889.965088
	Iteration 32Q: 3 clusters Score -430609.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -430618.968750 Penalty: 3889.965088
	Iteration 33Q: 3 clusters Score -430619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -430626.906250 Penalty: 3889.965088
	Iteration 34Q: 3 clusters Score -430626.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -430637.250000 Penalty: 3889.965088
	Iteration 35Q: 3 clusters Score -430637.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -430664.250000 Penalty: 3889.965088
	Iteration 36Q: 3 clusters Score -430664.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -430721.156250 Penalty: 3889.965088
	Iteration 37Q: 3 clusters Score -430721.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -430795.437500 Penalty: 3889.965088
	Iteration 38Q: 3 clusters Score -430795.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -430872.000000 Penalty: 3889.965088
	Iteration 39Q: 3 clusters Score -430872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -430940.656250 Penalty: 3889.965088
	Iteration 40F: 3 clusters Score -430940.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -430984.687500 Penalty: 3889.965088
	Iteration 41Q: 3 clusters Score -430984.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -431020.000000 Penalty: 3889.965088
	Iteration 42Q: 3 clusters Score -431020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -431046.218750 Penalty: 3889.965088
	Iteration 43Q: 3 clusters Score -431046.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -431056.968750 Penalty: 3889.965088
	Iteration 44Q: 3 clusters Score -431057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -431063.187500 Penalty: 3889.965088
	Iteration 45Q: 3 clusters Score -431063.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -431066.531250 Penalty: 3889.965088
	Iteration 46Q: 3 clusters Score -431066.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -431069.656250 Penalty: 3889.965088
	Iteration 47Q: 3 clusters Score -431069.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -431073.531250 Penalty: 3889.965088
	Iteration 48Q: 3 clusters Score -431073.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -431077.468750 Penalty: 3889.965088
	Iteration 49Q: 3 clusters Score -431077.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -431079.781250 Penalty: 3889.965088
	Iteration 50Q: 3 clusters Score -431079.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -431081.031250 Penalty: 3889.965088
	Iteration 51Q: 3 clusters Score -431081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -431083.218750 Penalty: 3889.965088
	Iteration 52Q: 3 clusters Score -431083.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -431084.937500 Penalty: 3889.965088
	Iteration 53Q: 3 clusters Score -431084.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -431085.250000 Penalty: 3889.965088
	Iteration 54Q: 3 clusters Score -431085.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -431085.250000 Penalty: 3889.965088
	Iteration 55F: 3 clusters Score -431085.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Entering Unmasked Estep 
Score: -6314156.500000 Penalty: 2592.450195
	Iteration 0F: 2 clusters Score -6314156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -6290744.000000 Penalty: 5184.900391
	Iteration 0F: 3 clusters Score -6290744 nChanged 15784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -6299235.000000 Penalty: 5184.900391
	Iteration 1F: 3 clusters Score -6299235 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -6299612.500000 Penalty: 5184.900391
	Iteration 2Q: 3 clusters Score -6299612 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 18726 members 
Entering Unmasked Estep 
Score: -6300006.000000 Penalty: 5184.900391
	Iteration 3Q: 3 clusters Score -6300006 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -6300389.000000 Penalty: 5184.900391
	Iteration 4Q: 3 clusters Score -6300389 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -6300861.500000 Penalty: 5184.900391
	Iteration 5Q: 3 clusters Score -6300862 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -6301522.000000 Penalty: 5184.900391
	Iteration 6Q: 3 clusters Score -6301522 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -6302449.000000 Penalty: 5184.900391
	Iteration 7Q: 3 clusters Score -6302449 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -6303908.000000 Penalty: 5184.900391
	Iteration 8F: 3 clusters Score -6303908 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -6305859.000000 Penalty: 5184.900391
	Iteration 9F: 3 clusters Score -6305859 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -6307947.000000 Penalty: 5184.900391
	Iteration 10F: 3 clusters Score -6307947 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -6309547.000000 Penalty: 5184.900391
	Iteration 11F: 3 clusters Score -6309547 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -6310572.000000 Penalty: 5184.900391
	Iteration 12Q: 3 clusters Score -6310572 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -6311221.500000 Penalty: 5184.900391
	Iteration 13Q: 3 clusters Score -6311222 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 32907 members 
Entering Unmasked Estep 
Score: -6311603.000000 Penalty: 5184.900391
	Iteration 14Q: 3 clusters Score -6311603 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -6311814.000000 Penalty: 5184.900391
	Iteration 15Q: 3 clusters Score -6311814 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -6311966.000000 Penalty: 5184.900391
	Iteration 16Q: 3 clusters Score -6311966 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -6312041.500000 Penalty: 5184.900391
	Iteration 17Q: 3 clusters Score -6312042 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -6312099.500000 Penalty: 5184.900391
	Iteration 18Q: 3 clusters Score -6312100 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -6312113.000000 Penalty: 5184.900391
	Iteration 19Q: 3 clusters Score -6312113 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -6312123.000000 Penalty: 5184.900391
	Iteration 20F: 3 clusters Score -6312123 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -6312133.500000 Penalty: 5184.900391
	Iteration 21Q: 3 clusters Score -6312134 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 33263 members 
Entering Unmasked Estep 
Score: -6312149.000000 Penalty: 5184.900391
	Iteration 22Q: 3 clusters Score -6312149 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -6312160.000000 Penalty: 5184.900391
	Iteration 23Q: 3 clusters Score -6312160 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 33297 members 
Entering Unmasked Estep 
Score: -6312165.000000 Penalty: 5184.900391
	Iteration 24Q: 3 clusters Score -6312165 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -6312172.000000 Penalty: 5184.900391
	Iteration 25Q: 3 clusters Score -6312172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -6312183.000000 Penalty: 5184.900391
	Iteration 26Q: 3 clusters Score -6312183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -6312185.000000 Penalty: 5184.900391
	Iteration 27Q: 3 clusters Score -6312185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -6312203.000000 Penalty: 5184.900391
	Iteration 28Q: 3 clusters Score -6312203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -6312208.000000 Penalty: 5184.900391
	Iteration 29Q: 3 clusters Score -6312208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -6312198.000000 Penalty: 5184.900391
	Iteration 30Q: 3 clusters Score -6312198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -6312204.000000 Penalty: 5184.900391
	Iteration 31Q: 3 clusters Score -6312204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -6312209.000000 Penalty: 5184.900391
	Iteration 32Q: 3 clusters Score -6312209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -6312206.500000 Penalty: 5184.900391
	Iteration 33Q: 3 clusters Score -6312206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -6312207.500000 Penalty: 5184.900391
	Iteration 34Q: 3 clusters Score -6312208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -6312210.000000 Penalty: 5184.900391
	Iteration 35Q: 3 clusters Score -6312210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 33328 members 
Entering Unmasked Estep 
Score: -6312212.000000 Penalty: 5184.900391
	Iteration 36Q: 3 clusters Score -6312212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -6312215.000000 Penalty: 5184.900391
	Iteration 37Q: 3 clusters Score -6312215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -6312214.500000 Penalty: 5184.900391
	Iteration 38Q: 3 clusters Score -6312214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -6312220.000000 Penalty: 5184.900391
	Iteration 39Q: 3 clusters Score -6312220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -6312218.000000 Penalty: 5184.900391
	Iteration 40F: 3 clusters Score -6312218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (48874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48874 members 
Entering Unmasked Estep 
Score: -8943847.000000 Penalty: 2677.656250
	Iteration 0F: 2 clusters Score -8943847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -8912839.000000 Penalty: 5355.312500
	Iteration 0F: 3 clusters Score -8912839 nChanged 22532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -8925528.000000 Penalty: 5355.312500
	Iteration 1F: 3 clusters Score -8925528 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Mstep: Class 2 contains 26255 members 
Entering Unmasked Estep 
Score: -8926123.000000 Penalty: 5355.312500
	Iteration 2Q: 3 clusters Score -8926123 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -8926838.000000 Penalty: 5355.312500
	Iteration 3Q: 3 clusters Score -8926838 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -8927745.000000 Penalty: 5355.312500
	Iteration 4Q: 3 clusters Score -8927745 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -8928816.000000 Penalty: 5355.312500
	Iteration 5F: 3 clusters Score -8928816 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -8930343.000000 Penalty: 5355.312500
	Iteration 6F: 3 clusters Score -8930343 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -8932348.000000 Penalty: 5355.312500
	Iteration 7F: 3 clusters Score -8932348 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 38898 members 
Entering Unmasked Estep 
Score: -8934958.000000 Penalty: 5355.312500
	Iteration 8F: 3 clusters Score -8934958 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -8937615.000000 Penalty: 5355.312500
	Iteration 9F: 3 clusters Score -8937615 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -8939567.000000 Penalty: 5355.312500
	Iteration 10F: 3 clusters Score -8939567 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 46641 members 
Entering Unmasked Estep 
Score: -8940713.000000 Penalty: 5355.312500
	Iteration 11Q: 3 clusters Score -8940713 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 47652 members 
Entering Unmasked Estep 
Score: -8941267.000000 Penalty: 5355.312500
	Iteration 12Q: 3 clusters Score -8941267 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 48126 members 
Entering Unmasked Estep 
Score: -8941475.000000 Penalty: 5355.312500
	Iteration 13Q: 3 clusters Score -8941475 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 48333 members 
Entering Unmasked Estep 
Score: -8941579.000000 Penalty: 5355.312500
	Iteration 14Q: 3 clusters Score -8941579 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 48429 members 
Entering Unmasked Estep 
Score: -8941649.000000 Penalty: 5355.312500
	Iteration 15Q: 3 clusters Score -8941649 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 48475 members 
Entering Unmasked Estep 
Score: -8941682.000000 Penalty: 5355.312500
	Iteration 16Q: 3 clusters Score -8941682 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 48503 members 
Entering Unmasked Estep 
Score: -8941706.000000 Penalty: 5355.312500
	Iteration 17Q: 3 clusters Score -8941706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 48511 members 
Entering Unmasked Estep 
Score: -8941725.000000 Penalty: 5355.312500
	Iteration 18Q: 3 clusters Score -8941725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 48519 members 
Entering Unmasked Estep 
Score: -8941742.000000 Penalty: 5355.312500
	Iteration 19Q: 3 clusters Score -8941742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 48530 members 
Entering Unmasked Estep 
Score: -8941742.000000 Penalty: 5355.312500
	Iteration 20F: 3 clusters Score -8941742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -8941739.000000 Penalty: 5355.312500
	Iteration 21Q: 3 clusters Score -8941739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 48537 members 
Entering Unmasked Estep 
Score: -8941749.000000 Penalty: 5355.312500
	Iteration 22Q: 3 clusters Score -8941749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 48539 members 
Entering Unmasked Estep 
Score: -8941749.000000 Penalty: 5355.312500
	Iteration 23Q: 3 clusters Score -8941749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 48539 members 
Entering Unmasked Estep 
Score: -8941749.000000 Penalty: 5355.312500
	Iteration 24F: 3 clusters Score -8941749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45069 members 
Entering Unmasked Estep 
Score: -8336892.500000 Penalty: 2657.555664
	Iteration 0F: 2 clusters Score -8336892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -8307785.000000 Penalty: 5315.111328
	Iteration 0F: 3 clusters Score -8307785 nChanged 20769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -8319421.000000 Penalty: 5315.111328
	Iteration 1F: 3 clusters Score -8319421 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -8319943.000000 Penalty: 5315.111328
	Iteration 2Q: 3 clusters Score -8319943 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -8320411.500000 Penalty: 5315.111328
	Iteration 3Q: 3 clusters Score -8320412 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -8320880.500000 Penalty: 5315.111328
	Iteration 4Q: 3 clusters Score -8320880 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -8321481.000000 Penalty: 5315.111328
	Iteration 5Q: 3 clusters Score -8321481 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -8322189.500000 Penalty: 5315.111328
	Iteration 6Q: 3 clusters Score -8322190 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -8323023.500000 Penalty: 5315.111328
	Iteration 7Q: 3 clusters Score -8323024 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -8324065.500000 Penalty: 5315.111328
	Iteration 8Q: 3 clusters Score -8324066 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -8325607.000000 Penalty: 5315.111328
	Iteration 9F: 3 clusters Score -8325607 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33076 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -8327287.500000 Penalty: 5315.111328
	Iteration 10F: 3 clusters Score -8327288 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -8328966.000000 Penalty: 5315.111328
	Iteration 11Q: 3 clusters Score -8328966 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -8330333.500000 Penalty: 5315.111328
	Iteration 12Q: 3 clusters Score -8330334 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -8331316.000000 Penalty: 5315.111328
	Iteration 13Q: 3 clusters Score -8331316 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -8331965.000000 Penalty: 5315.111328
	Iteration 14Q: 3 clusters Score -8331965 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -8332449.500000 Penalty: 5315.111328
	Iteration 15Q: 3 clusters Score -8332450 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40284 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -8332835.500000 Penalty: 5315.111328
	Iteration 16Q: 3 clusters Score -8332836 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -8333178.500000 Penalty: 5315.111328
	Iteration 17Q: 3 clusters Score -8333178 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -8333489.000000 Penalty: 5315.111328
	Iteration 18Q: 3 clusters Score -8333489 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42141 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -8333747.000000 Penalty: 5315.111328
	Iteration 19Q: 3 clusters Score -8333747 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -8333943.500000 Penalty: 5315.111328
	Iteration 20F: 3 clusters Score -8333944 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -8334088.000000 Penalty: 5315.111328
	Iteration 21Q: 3 clusters Score -8334088 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43296 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -8334242.500000 Penalty: 5315.111328
	Iteration 22Q: 3 clusters Score -8334242 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43543 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -8334350.000000 Penalty: 5315.111328
	Iteration 23Q: 3 clusters Score -8334350 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43734 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -8334420.500000 Penalty: 5315.111328
	Iteration 24Q: 3 clusters Score -8334420 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -8334497.000000 Penalty: 5315.111328
	Iteration 25Q: 3 clusters Score -8334497 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44036 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -8334544.500000 Penalty: 5315.111328
	Iteration 26Q: 3 clusters Score -8334544 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44142 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -8334590.000000 Penalty: 5315.111328
	Iteration 27Q: 3 clusters Score -8334590 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44228 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -8334672.000000 Penalty: 5315.111328
	Iteration 28Q: 3 clusters Score -8334672 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -8334700.500000 Penalty: 5315.111328
	Iteration 29Q: 3 clusters Score -8334700 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -8334723.000000 Penalty: 5315.111328
	Iteration 30Q: 3 clusters Score -8334723 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -8334737.500000 Penalty: 5315.111328
	Iteration 31Q: 3 clusters Score -8334738 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44409 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -8334763.000000 Penalty: 5315.111328
	Iteration 32Q: 3 clusters Score -8334763 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -8334779.000000 Penalty: 5315.111328
	Iteration 33Q: 3 clusters Score -8334779 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8334775.000000 Penalty: 5315.111328
	Iteration 34Q: 3 clusters Score -8334775 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -8334779.000000 Penalty: 5315.111328
	Iteration 35Q: 3 clusters Score -8334779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -8334771.000000 Penalty: 5315.111328
	Iteration 36Q: 3 clusters Score -8334771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44472 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -8334771.000000 Penalty: 5315.111328
	Iteration 37Q: 3 clusters Score -8334771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44481 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -8334773.000000 Penalty: 5315.111328
	Iteration 38Q: 3 clusters Score -8334773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -8334770.000000 Penalty: 5315.111328
	Iteration 39Q: 3 clusters Score -8334770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44488 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8334769.000000 Penalty: 5315.111328
	Iteration 40F: 3 clusters Score -8334769 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44488 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8334772.500000 Penalty: 5315.111328
	Iteration 41Q: 3 clusters Score -8334772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -8334774.500000 Penalty: 5315.111328
	Iteration 42Q: 3 clusters Score -8334774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44492 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8334771.500000 Penalty: 5315.111328
	Iteration 43Q: 3 clusters Score -8334772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8334768.000000 Penalty: 5315.111328
	Iteration 44Q: 3 clusters Score -8334768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44500 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8334769.000000 Penalty: 5315.111328
	Iteration 45Q: 3 clusters Score -8334769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44505 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8334775.000000 Penalty: 5315.111328
	Iteration 46Q: 3 clusters Score -8334775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8334775.500000 Penalty: 5315.111328
	Iteration 47Q: 3 clusters Score -8334776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44510 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -8334773.500000 Penalty: 5315.111328
	Iteration 48Q: 3 clusters Score -8334774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44511 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -8334771.000000 Penalty: 5315.111328
	Iteration 49Q: 3 clusters Score -8334771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44512 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -8334772.500000 Penalty: 5315.111328
	Iteration 50Q: 3 clusters Score -8334772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44512 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -8334772.500000 Penalty: 5315.111328
	Iteration 51F: 3 clusters Score -8334772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43345 members 
Entering Unmasked Estep 
Score: -7994015.000000 Penalty: 2647.882812
	Iteration 0F: 2 clusters Score -7994015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -7965818.500000 Penalty: 5295.765625
	Iteration 0F: 3 clusters Score -7965818 nChanged 19888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -7976817.000000 Penalty: 5295.765625
	Iteration 1F: 3 clusters Score -7976817 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -7977367.500000 Penalty: 5295.765625
	Iteration 2Q: 3 clusters Score -7977368 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -7977901.000000 Penalty: 5295.765625
	Iteration 3Q: 3 clusters Score -7977901 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -7978616.000000 Penalty: 5295.765625
	Iteration 4Q: 3 clusters Score -7978616 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -7979471.000000 Penalty: 5295.765625
	Iteration 5Q: 3 clusters Score -7979471 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -7980699.500000 Penalty: 5295.765625
	Iteration 6Q: 3 clusters Score -7980700 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -7982205.000000 Penalty: 5295.765625
	Iteration 7F: 3 clusters Score -7982205 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -7984106.000000 Penalty: 5295.765625
	Iteration 8F: 3 clusters Score -7984106 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26836 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -7985974.000000 Penalty: 5295.765625
	Iteration 9F: 3 clusters Score -7985974 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -7987345.500000 Penalty: 5295.765625
	Iteration 10F: 3 clusters Score -7987346 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -7988133.500000 Penalty: 5295.765625
	Iteration 11Q: 3 clusters Score -7988134 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -7988571.000000 Penalty: 5295.765625
	Iteration 12Q: 3 clusters Score -7988571 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -7988881.500000 Penalty: 5295.765625
	Iteration 13Q: 3 clusters Score -7988882 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -7989111.000000 Penalty: 5295.765625
	Iteration 14Q: 3 clusters Score -7989111 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -7989386.000000 Penalty: 5295.765625
	Iteration 15Q: 3 clusters Score -7989386 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 13899 members 
Entering Unmasked Estep 
Score: -7989609.500000 Penalty: 5295.765625
	Iteration 16Q: 3 clusters Score -7989610 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -7989853.000000 Penalty: 5295.765625
	Iteration 17Q: 3 clusters Score -7989853 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -7990096.500000 Penalty: 5295.765625
	Iteration 18Q: 3 clusters Score -7990096 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -7990355.500000 Penalty: 5295.765625
	Iteration 19Q: 3 clusters Score -7990356 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -7990571.000000 Penalty: 5295.765625
	Iteration 20F: 3 clusters Score -7990571 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -7990775.000000 Penalty: 5295.765625
	Iteration 21Q: 3 clusters Score -7990775 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -7990905.500000 Penalty: 5295.765625
	Iteration 22Q: 3 clusters Score -7990906 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31655 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -7991081.500000 Penalty: 5295.765625
	Iteration 23Q: 3 clusters Score -7991082 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -7991191.500000 Penalty: 5295.765625
	Iteration 24Q: 3 clusters Score -7991192 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -7991288.000000 Penalty: 5295.765625
	Iteration 25Q: 3 clusters Score -7991288 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -7991369.000000 Penalty: 5295.765625
	Iteration 26Q: 3 clusters Score -7991369 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -7991429.500000 Penalty: 5295.765625
	Iteration 27Q: 3 clusters Score -7991430 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -7991471.000000 Penalty: 5295.765625
	Iteration 28Q: 3 clusters Score -7991471 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32882 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -7991543.000000 Penalty: 5295.765625
	Iteration 29Q: 3 clusters Score -7991543 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -7991586.000000 Penalty: 5295.765625
	Iteration 30Q: 3 clusters Score -7991586 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -7991612.000000 Penalty: 5295.765625
	Iteration 31Q: 3 clusters Score -7991612 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -7991617.500000 Penalty: 5295.765625
	Iteration 32Q: 3 clusters Score -7991618 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -7991633.500000 Penalty: 5295.765625
	Iteration 33Q: 3 clusters Score -7991634 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -7991675.000000 Penalty: 5295.765625
	Iteration 34Q: 3 clusters Score -7991675 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -7991719.000000 Penalty: 5295.765625
	Iteration 35Q: 3 clusters Score -7991719 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -7991722.000000 Penalty: 5295.765625
	Iteration 36Q: 3 clusters Score -7991722 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -7991737.500000 Penalty: 5295.765625
	Iteration 37Q: 3 clusters Score -7991738 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -7991732.500000 Penalty: 5295.765625
	Iteration 38Q: 3 clusters Score -7991732 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -7991758.500000 Penalty: 5295.765625
	Iteration 39Q: 3 clusters Score -7991758 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -7991757.000000 Penalty: 5295.765625
	Iteration 40F: 3 clusters Score -7991757 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -7991766.500000 Penalty: 5295.765625
	Iteration 41Q: 3 clusters Score -7991766 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -7991770.000000 Penalty: 5295.765625
	Iteration 42Q: 3 clusters Score -7991770 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -7991775.000000 Penalty: 5295.765625
	Iteration 43Q: 3 clusters Score -7991775 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -7991791.500000 Penalty: 5295.765625
	Iteration 44Q: 3 clusters Score -7991792 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -7991790.500000 Penalty: 5295.765625
	Iteration 45Q: 3 clusters Score -7991790 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -7991817.500000 Penalty: 5295.765625
	Iteration 46Q: 3 clusters Score -7991818 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -7991820.000000 Penalty: 5295.765625
	Iteration 47Q: 3 clusters Score -7991820 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -7991812.000000 Penalty: 5295.765625
	Iteration 48Q: 3 clusters Score -7991812 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34434 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -7991809.500000 Penalty: 5295.765625
	Iteration 49Q: 3 clusters Score -7991810 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34497 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -7991833.500000 Penalty: 5295.765625
	Iteration 50Q: 3 clusters Score -7991834 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -7991843.000000 Penalty: 5295.765625
	Iteration 51Q: 3 clusters Score -7991843 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -7991847.000000 Penalty: 5295.765625
	Iteration 52Q: 3 clusters Score -7991847 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -7991849.500000 Penalty: 5295.765625
	Iteration 53Q: 3 clusters Score -7991850 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -7991857.000000 Penalty: 5295.765625
	Iteration 54Q: 3 clusters Score -7991857 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -7991854.500000 Penalty: 5295.765625
	Iteration 55Q: 3 clusters Score -7991854 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -7991867.500000 Penalty: 5295.765625
	Iteration 56Q: 3 clusters Score -7991868 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34873 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -7991863.500000 Penalty: 5295.765625
	Iteration 57Q: 3 clusters Score -7991864 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -7991863.500000 Penalty: 5295.765625
	Iteration 58Q: 3 clusters Score -7991864 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -7991887.000000 Penalty: 5295.765625
	Iteration 59Q: 3 clusters Score -7991887 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -7991905.000000 Penalty: 5295.765625
	Iteration 60F: 3 clusters Score -7991905 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -7991913.500000 Penalty: 5295.765625
	Iteration 61Q: 3 clusters Score -7991914 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -7991937.500000 Penalty: 5295.765625
	Iteration 62Q: 3 clusters Score -7991938 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -7991919.000000 Penalty: 5295.765625
	Iteration 63Q: 3 clusters Score -7991919 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -7991936.500000 Penalty: 5295.765625
	Iteration 64Q: 3 clusters Score -7991936 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -7991936.000000 Penalty: 5295.765625
	Iteration 65Q: 3 clusters Score -7991936 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35492 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -7991943.500000 Penalty: 5295.765625
	Iteration 66Q: 3 clusters Score -7991944 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -7991939.500000 Penalty: 5295.765625
	Iteration 67Q: 3 clusters Score -7991940 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -7991944.500000 Penalty: 5295.765625
	Iteration 68Q: 3 clusters Score -7991944 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35646 members 
Mstep: Class 2 contains 7699 members 
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Mstep: Class 2 contains 7647 members 
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Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 7598 members 
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	Iteration 140F: 3 clusters Score -7992232 nChanged 36
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Entering Unmasked Estep 
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Mstep: Class 2 contains 4197 members 
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -7992218 nChanged 24
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -7992208 nChanged 35
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -7992212 nChanged 17
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	Iteration 177Q: 3 clusters Score -7992210 nChanged 19
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Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -7992212 nChanged 19
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	Iteration 180F: 3 clusters Score -7992212 nChanged 12
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	Iteration 181Q: 3 clusters Score -7992211 nChanged 13
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	Iteration 182Q: 3 clusters Score -7992210 nChanged 16
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	Iteration 183Q: 3 clusters Score -7992215 nChanged 21
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	Iteration 186Q: 3 clusters Score -7992212 nChanged 16
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	Iteration 190Q: 3 clusters Score -7992220 nChanged 20
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	Iteration 231Q: 3 clusters Score -7992290 nChanged 19
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	Iteration 232Q: 3 clusters Score -7992288 nChanged 20
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	Iteration 233Q: 3 clusters Score -7992288 nChanged 25
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	Iteration 234Q: 3 clusters Score -7992308 nChanged 29
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	Iteration 236Q: 3 clusters Score -7992306 nChanged 27
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	Iteration 240F: 3 clusters Score -7992290 nChanged 17
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	Iteration 241Q: 3 clusters Score -7992294 nChanged 15
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	Iteration 244Q: 3 clusters Score -7992292 nChanged 20
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	Iteration 246Q: 3 clusters Score -7992312 nChanged 15
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	Iteration 248Q: 3 clusters Score -7992306 nChanged 9
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	Iteration 249Q: 3 clusters Score -7992306 nChanged 6
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	Iteration 250Q: 3 clusters Score -7992302 nChanged 8
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Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -7992305.000000 Penalty: 5295.765625
	Iteration 252Q: 3 clusters Score -7992305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -7992306.000000 Penalty: 5295.765625
	Iteration 253Q: 3 clusters Score -7992306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -7992302.500000 Penalty: 5295.765625
	Iteration 254Q: 3 clusters Score -7992302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -7992303.000000 Penalty: 5295.765625
	Iteration 255Q: 3 clusters Score -7992303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41113 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -7992303.000000 Penalty: 5295.765625
	Iteration 256F: 3 clusters Score -7992303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45344 members 
Entering Unmasked Estep 
Score: -8364137.500000 Penalty: 2659.064209
	Iteration 0F: 2 clusters Score -8364138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -8334684.000000 Penalty: 5318.128418
	Iteration 0F: 3 clusters Score -8334684 nChanged 20878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -8345903.000000 Penalty: 5318.128418
	Iteration 1F: 3 clusters Score -8345903 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -8346443.000000 Penalty: 5318.128418
	Iteration 2Q: 3 clusters Score -8346443 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -8346766.000000 Penalty: 5318.128418
	Iteration 3Q: 3 clusters Score -8346766 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -8347096.000000 Penalty: 5318.128418
	Iteration 4Q: 3 clusters Score -8347096 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -8347419.000000 Penalty: 5318.128418
	Iteration 5Q: 3 clusters Score -8347419 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -8347773.000000 Penalty: 5318.128418
	Iteration 6Q: 3 clusters Score -8347773 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -8348147.500000 Penalty: 5318.128418
	Iteration 7Q: 3 clusters Score -8348148 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -8348609.000000 Penalty: 5318.128418
	Iteration 8Q: 3 clusters Score -8348609 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -8349201.500000 Penalty: 5318.128418
	Iteration 9Q: 3 clusters Score -8349202 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -8349932.500000 Penalty: 5318.128418
	Iteration 10Q: 3 clusters Score -8349932 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -8351064.500000 Penalty: 5318.128418
	Iteration 11Q: 3 clusters Score -8351064 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -8352610.500000 Penalty: 5318.128418
	Iteration 12F: 3 clusters Score -8352610 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -8354477.500000 Penalty: 5318.128418
	Iteration 13F: 3 clusters Score -8354478 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -8355951.000000 Penalty: 5318.128418
	Iteration 14F: 3 clusters Score -8355951 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -8356815.000000 Penalty: 5318.128418
	Iteration 15Q: 3 clusters Score -8356815 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 27840 members 
Entering Unmasked Estep 
Score: -8357536.500000 Penalty: 5318.128418
	Iteration 16Q: 3 clusters Score -8357536 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -8358098.500000 Penalty: 5318.128418
	Iteration 17Q: 3 clusters Score -8358098 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -8358607.000000 Penalty: 5318.128418
	Iteration 18Q: 3 clusters Score -8358607 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 28045 members 
Entering Unmasked Estep 
Score: -8359078.500000 Penalty: 5318.128418
	Iteration 19Q: 3 clusters Score -8359078 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -8359458.000000 Penalty: 5318.128418
	Iteration 20F: 3 clusters Score -8359458 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 27855 members 
Entering Unmasked Estep 
Score: -8359875.500000 Penalty: 5318.128418
	Iteration 21Q: 3 clusters Score -8359876 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -8360123.500000 Penalty: 5318.128418
	Iteration 22Q: 3 clusters Score -8360124 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -8360335.500000 Penalty: 5318.128418
	Iteration 23Q: 3 clusters Score -8360336 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -8360504.000000 Penalty: 5318.128418
	Iteration 24Q: 3 clusters Score -8360504 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -8360607.000000 Penalty: 5318.128418
	Iteration 25Q: 3 clusters Score -8360607 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -8360716.000000 Penalty: 5318.128418
	Iteration 26Q: 3 clusters Score -8360716 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -8360769.000000 Penalty: 5318.128418
	Iteration 27Q: 3 clusters Score -8360769 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -8360814.000000 Penalty: 5318.128418
	Iteration 28Q: 3 clusters Score -8360814 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 27003 members 
Entering Unmasked Estep 
Score: -8360832.000000 Penalty: 5318.128418
	Iteration 29Q: 3 clusters Score -8360832 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 26989 members 
Entering Unmasked Estep 
Score: -8360838.500000 Penalty: 5318.128418
	Iteration 30Q: 3 clusters Score -8360838 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -8360863.500000 Penalty: 5318.128418
	Iteration 31Q: 3 clusters Score -8360864 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -8360870.000000 Penalty: 5318.128418
	Iteration 32Q: 3 clusters Score -8360870 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -8360867.500000 Penalty: 5318.128418
	Iteration 33Q: 3 clusters Score -8360868 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -8360885.500000 Penalty: 5318.128418
	Iteration 34Q: 3 clusters Score -8360886 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 26857 members 
Entering Unmasked Estep 
Score: -8360882.000000 Penalty: 5318.128418
	Iteration 35Q: 3 clusters Score -8360882 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 26816 members 
Entering Unmasked Estep 
Score: -8360885.500000 Penalty: 5318.128418
	Iteration 36Q: 3 clusters Score -8360886 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -8360892.000000 Penalty: 5318.128418
	Iteration 37Q: 3 clusters Score -8360892 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -8360902.500000 Penalty: 5318.128418
	Iteration 38Q: 3 clusters Score -8360902 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -8360905.500000 Penalty: 5318.128418
	Iteration 39Q: 3 clusters Score -8360906 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -8360899.500000 Penalty: 5318.128418
	Iteration 40F: 3 clusters Score -8360900 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 26589 members 
Entering Unmasked Estep 
Score: -8360890.500000 Penalty: 5318.128418
	Iteration 41Q: 3 clusters Score -8360890 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -8360892.000000 Penalty: 5318.128418
	Iteration 42Q: 3 clusters Score -8360892 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -8360883.500000 Penalty: 5318.128418
	Iteration 43Q: 3 clusters Score -8360884 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -8360887.000000 Penalty: 5318.128418
	Iteration 44Q: 3 clusters Score -8360887 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -8360887.500000 Penalty: 5318.128418
	Iteration 45Q: 3 clusters Score -8360888 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -8360879.000000 Penalty: 5318.128418
	Iteration 46Q: 3 clusters Score -8360879 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -8360881.500000 Penalty: 5318.128418
	Iteration 47Q: 3 clusters Score -8360882 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -8360888.000000 Penalty: 5318.128418
	Iteration 48Q: 3 clusters Score -8360888 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -8360870.500000 Penalty: 5318.128418
	Iteration 49Q: 3 clusters Score -8360870 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 26312 members 
Entering Unmasked Estep 
Score: -8360865.500000 Penalty: 5318.128418
	Iteration 50Q: 3 clusters Score -8360866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -8360874.000000 Penalty: 5318.128418
	Iteration 51Q: 3 clusters Score -8360874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -8360888.000000 Penalty: 5318.128418
	Iteration 52Q: 3 clusters Score -8360888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -8360896.000000 Penalty: 5318.128418
	Iteration 53Q: 3 clusters Score -8360896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -8360910.000000 Penalty: 5318.128418
	Iteration 54Q: 3 clusters Score -8360910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -8360905.000000 Penalty: 5318.128418
	Iteration 55Q: 3 clusters Score -8360905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -8360902.000000 Penalty: 5318.128418
	Iteration 56Q: 3 clusters Score -8360902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -8360898.000000 Penalty: 5318.128418
	Iteration 57Q: 3 clusters Score -8360898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 26211 members 
Entering Unmasked Estep 
Score: -8360901.500000 Penalty: 5318.128418
	Iteration 58Q: 3 clusters Score -8360902 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -8360902.500000 Penalty: 5318.128418
	Iteration 59Q: 3 clusters Score -8360902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -8360902.500000 Penalty: 5318.128418
	Iteration 60F: 3 clusters Score -8360902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -8360901.500000 Penalty: 5318.128418
	Iteration 61Q: 3 clusters Score -8360902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -8360903.000000 Penalty: 5318.128418
	Iteration 62Q: 3 clusters Score -8360903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -8360897.000000 Penalty: 5318.128418
	Iteration 63Q: 3 clusters Score -8360897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -8360899.000000 Penalty: 5318.128418
	Iteration 64Q: 3 clusters Score -8360899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -8360899.000000 Penalty: 5318.128418
	Iteration 65F: 3 clusters Score -8360899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -83323.531250 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -83323.53 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 273 members 
Entering Unmasked Estep 
Score: -81837.718750 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -81837.72 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -82188.296875 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -82188.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -82329.187500 Penalty: 3153.489746
	Iteration 2F: 3 clusters Score -82329.19 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -82371.054688 Penalty: 3153.489746
	Iteration 3Q: 3 clusters Score -82371.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -82385.054688 Penalty: 3153.489746
	Iteration 4Q: 3 clusters Score -82385.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -82403.664062 Penalty: 3153.489746
	Iteration 5Q: 3 clusters Score -82403.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -82428.398438 Penalty: 3153.489746
	Iteration 6Q: 3 clusters Score -82428.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -82449.500000 Penalty: 3153.489746
	Iteration 7Q: 3 clusters Score -82449.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -82477.218750 Penalty: 3153.489746
	Iteration 8Q: 3 clusters Score -82477.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -82498.843750 Penalty: 3153.489746
	Iteration 9Q: 3 clusters Score -82498.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -82512.726562 Penalty: 3153.489746
	Iteration 10Q: 3 clusters Score -82512.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -82551.953125 Penalty: 3153.489746
	Iteration 11Q: 3 clusters Score -82551.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -82610.367188 Penalty: 3153.489746
	Iteration 12Q: 3 clusters Score -82610.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -82641.726562 Penalty: 3153.489746
	Iteration 13Q: 3 clusters Score -82641.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -82675.562500 Penalty: 3153.489746
	Iteration 14Q: 3 clusters Score -82675.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -82712.796875 Penalty: 3153.489746
	Iteration 15Q: 3 clusters Score -82712.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -82723.789062 Penalty: 3153.489746
	Iteration 16Q: 3 clusters Score -82723.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -82729.578125 Penalty: 3153.489746
	Iteration 17Q: 3 clusters Score -82729.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -82736.320312 Penalty: 3153.489746
	Iteration 18Q: 3 clusters Score -82736.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -82760.468750 Penalty: 3153.489746
	Iteration 19Q: 3 clusters Score -82760.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -82791.421875 Penalty: 3153.489746
	Iteration 20F: 3 clusters Score -82791.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -82860.273438 Penalty: 3153.489746
	Iteration 21Q: 3 clusters Score -82860.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -82891.515625 Penalty: 3153.489746
	Iteration 22Q: 3 clusters Score -82891.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -82903.351562 Penalty: 3153.489746
	Iteration 23Q: 3 clusters Score -82903.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -82903.351562 Penalty: 3153.489746
	Iteration 24F: 3 clusters Score -82903.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -23539.289062 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -23539.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22406.550781 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -22406.55 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -22586.345703 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -22586.35 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -22643.927734 Penalty: 2838.898193
	Iteration 2F: 3 clusters Score -22643.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -22660.332031 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -22660.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -22675.740234 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -22675.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -22694.716797 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -22694.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -22715.974609 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -22715.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -22724.462891 Penalty: 2838.898193
	Iteration 7Q: 3 clusters Score -22724.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -22754.714844 Penalty: 2838.898193
	Iteration 8Q: 3 clusters Score -22754.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -22760.548828 Penalty: 2838.898193
	Iteration 9Q: 3 clusters Score -22760.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -22760.548828 Penalty: 2838.898193
	Iteration 10F: 3 clusters Score -22760.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Entering Unmasked Estep 
Score: -195986.859375 Penalty: 1769.453003
	Iteration 0F: 2 clusters Score -195986.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -193900.984375 Penalty: 3538.906006
	Iteration 0F: 3 clusters Score -193901 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -194463.359375 Penalty: 3538.906006
	Iteration 1F: 3 clusters Score -194463.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -194767.250000 Penalty: 3538.906006
	Iteration 2F: 3 clusters Score -194767.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -194910.875000 Penalty: 3538.906006
	Iteration 3F: 3 clusters Score -194910.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -195029.187500 Penalty: 3538.906006
	Iteration 4Q: 3 clusters Score -195029.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -195124.109375 Penalty: 3538.906006
	Iteration 5Q: 3 clusters Score -195124.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -195213.546875 Penalty: 3538.906006
	Iteration 6Q: 3 clusters Score -195213.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -195281.390625 Penalty: 3538.906006
	Iteration 7Q: 3 clusters Score -195281.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -195314.578125 Penalty: 3538.906006
	Iteration 8Q: 3 clusters Score -195314.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -195342.156250 Penalty: 3538.906006
	Iteration 9Q: 3 clusters Score -195342.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -195360.000000 Penalty: 3538.906006
	Iteration 10Q: 3 clusters Score -195360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -195371.765625 Penalty: 3538.906006
	Iteration 11Q: 3 clusters Score -195371.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -195383.171875 Penalty: 3538.906006
	Iteration 12Q: 3 clusters Score -195383.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -195395.937500 Penalty: 3538.906006
	Iteration 13Q: 3 clusters Score -195395.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -195403.718750 Penalty: 3538.906006
	Iteration 14Q: 3 clusters Score -195403.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -195407.703125 Penalty: 3538.906006
	Iteration 15Q: 3 clusters Score -195407.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -195411.734375 Penalty: 3538.906006
	Iteration 16Q: 3 clusters Score -195411.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -195415.765625 Penalty: 3538.906006
	Iteration 17Q: 3 clusters Score -195415.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -195416.156250 Penalty: 3538.906006
	Iteration 18Q: 3 clusters Score -195416.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -195416.515625 Penalty: 3538.906006
	Iteration 19Q: 3 clusters Score -195416.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -195416.515625 Penalty: 3538.906006
	Iteration 20F: 3 clusters Score -195416.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45141 members 
Entering Unmasked Estep 
Score: -8303106.500000 Penalty: 2657.951416
	Iteration 0F: 2 clusters Score -8303106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -8273752.500000 Penalty: 5315.902832
	Iteration 0F: 3 clusters Score -8273752 nChanged 20718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -8285013.500000 Penalty: 5315.902832
	Iteration 1F: 3 clusters Score -8285014 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -8285565.000000 Penalty: 5315.902832
	Iteration 2Q: 3 clusters Score -8285565 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -8286082.500000 Penalty: 5315.902832
	Iteration 3Q: 3 clusters Score -8286082 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23380 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -8286541.000000 Penalty: 5315.902832
	Iteration 4Q: 3 clusters Score -8286541 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -8286986.000000 Penalty: 5315.902832
	Iteration 5Q: 3 clusters Score -8286986 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -8287403.000000 Penalty: 5315.902832
	Iteration 6Q: 3 clusters Score -8287403 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24826 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -8287868.000000 Penalty: 5315.902832
	Iteration 7Q: 3 clusters Score -8287868 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -8288418.500000 Penalty: 5315.902832
	Iteration 8Q: 3 clusters Score -8288418 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -8289124.500000 Penalty: 5315.902832
	Iteration 9Q: 3 clusters Score -8289124 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -8290176.500000 Penalty: 5315.902832
	Iteration 10Q: 3 clusters Score -8290176 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -8291488.000000 Penalty: 5315.902832
	Iteration 11Q: 3 clusters Score -8291488 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -8293134.500000 Penalty: 5315.902832
	Iteration 12Q: 3 clusters Score -8293134 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -8294613.000000 Penalty: 5315.902832
	Iteration 13Q: 3 clusters Score -8294613 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -8295673.500000 Penalty: 5315.902832
	Iteration 14Q: 3 clusters Score -8295674 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35028 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -8296385.000000 Penalty: 5315.902832
	Iteration 15Q: 3 clusters Score -8296385 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35951 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -8296892.500000 Penalty: 5315.902832
	Iteration 16Q: 3 clusters Score -8296892 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36853 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -8297259.500000 Penalty: 5315.902832
	Iteration 17Q: 3 clusters Score -8297260 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -8297588.000000 Penalty: 5315.902832
	Iteration 18Q: 3 clusters Score -8297588 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38421 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -8297928.000000 Penalty: 5315.902832
	Iteration 19Q: 3 clusters Score -8297928 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -8298249.500000 Penalty: 5315.902832
	Iteration 20F: 3 clusters Score -8298250 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -8298559.500000 Penalty: 5315.902832
	Iteration 21Q: 3 clusters Score -8298560 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -8298891.000000 Penalty: 5315.902832
	Iteration 22Q: 3 clusters Score -8298891 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41222 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -8299237.500000 Penalty: 5315.902832
	Iteration 23Q: 3 clusters Score -8299238 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -8299532.500000 Penalty: 5315.902832
	Iteration 24Q: 3 clusters Score -8299532 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42395 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -8299793.500000 Penalty: 5315.902832
	Iteration 25Q: 3 clusters Score -8299794 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -8300009.500000 Penalty: 5315.902832
	Iteration 26Q: 3 clusters Score -8300010 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43222 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -8300193.500000 Penalty: 5315.902832
	Iteration 27Q: 3 clusters Score -8300194 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -8300298.000000 Penalty: 5315.902832
	Iteration 28Q: 3 clusters Score -8300298 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43752 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -8300413.000000 Penalty: 5315.902832
	Iteration 29Q: 3 clusters Score -8300413 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -8300477.500000 Penalty: 5315.902832
	Iteration 30Q: 3 clusters Score -8300478 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44096 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -8300542.500000 Penalty: 5315.902832
	Iteration 31Q: 3 clusters Score -8300542 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44209 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -8300601.500000 Penalty: 5315.902832
	Iteration 32Q: 3 clusters Score -8300602 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -8300636.000000 Penalty: 5315.902832
	Iteration 33Q: 3 clusters Score -8300636 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -8300675.500000 Penalty: 5315.902832
	Iteration 34Q: 3 clusters Score -8300676 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -8300687.500000 Penalty: 5315.902832
	Iteration 35Q: 3 clusters Score -8300688 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44433 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -8300717.000000 Penalty: 5315.902832
	Iteration 36Q: 3 clusters Score -8300717 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44455 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -8300715.000000 Penalty: 5315.902832
	Iteration 37Q: 3 clusters Score -8300715 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44477 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -8300742.000000 Penalty: 5315.902832
	Iteration 38Q: 3 clusters Score -8300742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44495 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8300741.000000 Penalty: 5315.902832
	Iteration 39Q: 3 clusters Score -8300741 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -8300743.500000 Penalty: 5315.902832
	Iteration 40F: 3 clusters Score -8300744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44537 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8300760.500000 Penalty: 5315.902832
	Iteration 41Q: 3 clusters Score -8300760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -8300772.500000 Penalty: 5315.902832
	Iteration 42Q: 3 clusters Score -8300772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44570 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8300768.500000 Penalty: 5315.902832
	Iteration 43Q: 3 clusters Score -8300768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44590 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8300795.500000 Penalty: 5315.902832
	Iteration 44Q: 3 clusters Score -8300796 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44605 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -8300812.000000 Penalty: 5315.902832
	Iteration 45Q: 3 clusters Score -8300812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -8300813.500000 Penalty: 5315.902832
	Iteration 46Q: 3 clusters Score -8300814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8300819.000000 Penalty: 5315.902832
	Iteration 47Q: 3 clusters Score -8300819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44623 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -8300811.500000 Penalty: 5315.902832
	Iteration 48Q: 3 clusters Score -8300812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44625 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -8300816.000000 Penalty: 5315.902832
	Iteration 49Q: 3 clusters Score -8300816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44627 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -8300810.500000 Penalty: 5315.902832
	Iteration 50Q: 3 clusters Score -8300810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44631 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -8300817.500000 Penalty: 5315.902832
	Iteration 51Q: 3 clusters Score -8300818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8300823.000000 Penalty: 5315.902832
	Iteration 52Q: 3 clusters Score -8300823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44637 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8300823.500000 Penalty: 5315.902832
	Iteration 53Q: 3 clusters Score -8300824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44640 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8300829.500000 Penalty: 5315.902832
	Iteration 54Q: 3 clusters Score -8300830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44646 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8300834.500000 Penalty: 5315.902832
	Iteration 55Q: 3 clusters Score -8300834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8300853.000000 Penalty: 5315.902832
	Iteration 56Q: 3 clusters Score -8300853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44650 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8300853.000000 Penalty: 5315.902832
	Iteration 57Q: 3 clusters Score -8300853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8300856.500000 Penalty: 5315.902832
	Iteration 58Q: 3 clusters Score -8300856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8300856.500000 Penalty: 5315.902832
	Iteration 59F: 3 clusters Score -8300856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (45043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45043 members 
Entering Unmasked Estep 
Score: -8164051.000000 Penalty: 2657.412598
	Iteration 0F: 2 clusters Score -8164051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -8134244.500000 Penalty: 5314.825195
	Iteration 0F: 3 clusters Score -8134244 nChanged 20699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -8145507.000000 Penalty: 5314.825195
	Iteration 1F: 3 clusters Score -8145507 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -8145975 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -8146370.500000 Penalty: 5314.825195
	Iteration 3Q: 3 clusters Score -8146370 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -8146744.000000 Penalty: 5314.825195
	Iteration 4Q: 3 clusters Score -8146744 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -8147206.000000 Penalty: 5314.825195
	Iteration 5Q: 3 clusters Score -8147206 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -8147676.000000 Penalty: 5314.825195
	Iteration 6Q: 3 clusters Score -8147676 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -8148386.000000 Penalty: 5314.825195
	Iteration 7Q: 3 clusters Score -8148386 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -8149405.500000 Penalty: 5314.825195
	Iteration 8Q: 3 clusters Score -8149406 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -8150880.000000 Penalty: 5314.825195
	Iteration 9F: 3 clusters Score -8150880 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28178 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -8153033.500000 Penalty: 5314.825195
	Iteration 10F: 3 clusters Score -8153034 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -8155936.500000 Penalty: 5314.825195
	Iteration 11F: 3 clusters Score -8155936 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -8158876.500000 Penalty: 5314.825195
	Iteration 12F: 3 clusters Score -8158876 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -8160500.500000 Penalty: 5314.825195
	Iteration 13Q: 3 clusters Score -8160500 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -8161096.000000 Penalty: 5314.825195
	Iteration 14Q: 3 clusters Score -8161096 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -8161351.000000 Penalty: 5314.825195
	Iteration 15Q: 3 clusters Score -8161351 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -8161521.000000 Penalty: 5314.825195
	Iteration 16Q: 3 clusters Score -8161521 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -8161642.000000 Penalty: 5314.825195
	Iteration 17Q: 3 clusters Score -8161642 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -8161712.000000 Penalty: 5314.825195
	Iteration 18Q: 3 clusters Score -8161712 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -8161749.500000 Penalty: 5314.825195
	Iteration 19Q: 3 clusters Score -8161750 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -8161807.500000 Penalty: 5314.825195
	Iteration 20F: 3 clusters Score -8161808 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -8161870.000000 Penalty: 5314.825195
	Iteration 21Q: 3 clusters Score -8161870 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -8161914.000000 Penalty: 5314.825195
	Iteration 22Q: 3 clusters Score -8161914 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -8161960.500000 Penalty: 5314.825195
	Iteration 23Q: 3 clusters Score -8161960 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -8162000.000000 Penalty: 5314.825195
	Iteration 24Q: 3 clusters Score -8162000 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -8162004.000000 Penalty: 5314.825195
	Iteration 25Q: 3 clusters Score -8162004 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -8162008.000000 Penalty: 5314.825195
	Iteration 26Q: 3 clusters Score -8162008 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -8162039.500000 Penalty: 5314.825195
	Iteration 27Q: 3 clusters Score -8162040 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -8162074.500000 Penalty: 5314.825195
	Iteration 28Q: 3 clusters Score -8162074 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -8162105.500000 Penalty: 5314.825195
	Iteration 29Q: 3 clusters Score -8162106 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -8162120.500000 Penalty: 5314.825195
	Iteration 30Q: 3 clusters Score -8162120 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -8162146.500000 Penalty: 5314.825195
	Iteration 31Q: 3 clusters Score -8162146 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34903 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -8162175.500000 Penalty: 5314.825195
	Iteration 32Q: 3 clusters Score -8162176 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -8162180.000000 Penalty: 5314.825195
	Iteration 33Q: 3 clusters Score -8162180 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -8162179.500000 Penalty: 5314.825195
	Iteration 34Q: 3 clusters Score -8162180 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -8162213.500000 Penalty: 5314.825195
	Iteration 35Q: 3 clusters Score -8162214 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -8162225.000000 Penalty: 5314.825195
	Iteration 36Q: 3 clusters Score -8162225 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -8162243.000000 Penalty: 5314.825195
	Iteration 37Q: 3 clusters Score -8162243 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -8162268.000000 Penalty: 5314.825195
	Iteration 38Q: 3 clusters Score -8162268 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -8162282.000000 Penalty: 5314.825195
	Iteration 39Q: 3 clusters Score -8162282 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -8162309.500000 Penalty: 5314.825195
	Iteration 40F: 3 clusters Score -8162310 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -8162343.500000 Penalty: 5314.825195
	Iteration 41Q: 3 clusters Score -8162344 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -8162340.500000 Penalty: 5314.825195
	Iteration 42Q: 3 clusters Score -8162340 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -8162373.000000 Penalty: 5314.825195
	Iteration 43Q: 3 clusters Score -8162373 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -8162375.500000 Penalty: 5314.825195
	Iteration 44Q: 3 clusters Score -8162376 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -8162378.000000 Penalty: 5314.825195
	Iteration 45Q: 3 clusters Score -8162378 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35830 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -8162382.000000 Penalty: 5314.825195
	Iteration 46Q: 3 clusters Score -8162382 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35901 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -8162417.000000 Penalty: 5314.825195
	Iteration 47Q: 3 clusters Score -8162417 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -8162432.500000 Penalty: 5314.825195
	Iteration 48Q: 3 clusters Score -8162432 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36060 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -8162450.000000 Penalty: 5314.825195
	Iteration 49Q: 3 clusters Score -8162450 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36135 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -8162454.500000 Penalty: 5314.825195
	Iteration 50Q: 3 clusters Score -8162454 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -8162448.000000 Penalty: 5314.825195
	Iteration 51Q: 3 clusters Score -8162448 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -8162458.500000 Penalty: 5314.825195
	Iteration 52Q: 3 clusters Score -8162458 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -8162483.500000 Penalty: 5314.825195
	Iteration 53Q: 3 clusters Score -8162484 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -8162486.500000 Penalty: 5314.825195
	Iteration 54Q: 3 clusters Score -8162486 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -8162488.500000 Penalty: 5314.825195
	Iteration 55Q: 3 clusters Score -8162488 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -8162510.000000 Penalty: 5314.825195
	Iteration 56Q: 3 clusters Score -8162510 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -8162521.500000 Penalty: 5314.825195
	Iteration 57Q: 3 clusters Score -8162522 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -8162539.000000 Penalty: 5314.825195
	Iteration 58Q: 3 clusters Score -8162539 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -8162539.500000 Penalty: 5314.825195
	Iteration 59Q: 3 clusters Score -8162540 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36678 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -8162546.500000 Penalty: 5314.825195
	Iteration 60F: 3 clusters Score -8162546 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -8162548.500000 Penalty: 5314.825195
	Iteration 61Q: 3 clusters Score -8162548 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -8162552.000000 Penalty: 5314.825195
	Iteration 62Q: 3 clusters Score -8162552 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -8162577.500000 Penalty: 5314.825195
	Iteration 63Q: 3 clusters Score -8162578 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -8162584.500000 Penalty: 5314.825195
	Iteration 64Q: 3 clusters Score -8162584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -8162587.000000 Penalty: 5314.825195
	Iteration 65Q: 3 clusters Score -8162587 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -8162588.000000 Penalty: 5314.825195
	Iteration 66Q: 3 clusters Score -8162588 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -8162586.500000 Penalty: 5314.825195
	Iteration 67Q: 3 clusters Score -8162586 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -8162594.000000 Penalty: 5314.825195
	Iteration 68Q: 3 clusters Score -8162594 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -8162592.500000 Penalty: 5314.825195
	Iteration 69Q: 3 clusters Score -8162592 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -8162603.500000 Penalty: 5314.825195
	Iteration 70Q: 3 clusters Score -8162604 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37055 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -8162622.000000 Penalty: 5314.825195
	Iteration 71Q: 3 clusters Score -8162622 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -8162633.000000 Penalty: 5314.825195
	Iteration 72Q: 3 clusters Score -8162633 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37120 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -8162637.500000 Penalty: 5314.825195
	Iteration 73Q: 3 clusters Score -8162638 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -8162637.500000 Penalty: 5314.825195
	Iteration 74Q: 3 clusters Score -8162638 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -8162626.500000 Penalty: 5314.825195
	Iteration 75Q: 3 clusters Score -8162626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -8162647.500000 Penalty: 5314.825195
	Iteration 76Q: 3 clusters Score -8162648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -8162649.000000 Penalty: 5314.825195
	Iteration 77Q: 3 clusters Score -8162649 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -8162655.000000 Penalty: 5314.825195
	Iteration 78Q: 3 clusters Score -8162655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -8162664.000000 Penalty: 5314.825195
	Iteration 79Q: 3 clusters Score -8162664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -8162665.000000 Penalty: 5314.825195
	Iteration 80F: 3 clusters Score -8162665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -8162659.500000 Penalty: 5314.825195
	Iteration 81Q: 3 clusters Score -8162660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -8162658.000000 Penalty: 5314.825195
	Iteration 82Q: 3 clusters Score -8162658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -8162656.000000 Penalty: 5314.825195
	Iteration 83Q: 3 clusters Score -8162656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -8162668.000000 Penalty: 5314.825195
	Iteration 84Q: 3 clusters Score -8162668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37318 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -8162664.500000 Penalty: 5314.825195
	Iteration 85Q: 3 clusters Score -8162664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37334 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -8162670.500000 Penalty: 5314.825195
	Iteration 86Q: 3 clusters Score -8162670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -8162677.000000 Penalty: 5314.825195
	Iteration 87Q: 3 clusters Score -8162677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -8162677.000000 Penalty: 5314.825195
	Iteration 88Q: 3 clusters Score -8162677 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37376 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -8162678.500000 Penalty: 5314.825195
	Iteration 89Q: 3 clusters Score -8162678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -8162681.000000 Penalty: 5314.825195
	Iteration 90Q: 3 clusters Score -8162681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -8162685.000000 Penalty: 5314.825195
	Iteration 91Q: 3 clusters Score -8162685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -8162682.500000 Penalty: 5314.825195
	Iteration 92Q: 3 clusters Score -8162682 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -8162678.500000 Penalty: 5314.825195
	Iteration 93Q: 3 clusters Score -8162678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37448 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -8162674.500000 Penalty: 5314.825195
	Iteration 94Q: 3 clusters Score -8162674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -8162672.000000 Penalty: 5314.825195
	Iteration 95Q: 3 clusters Score -8162672 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -8162679.500000 Penalty: 5314.825195
	Iteration 96Q: 3 clusters Score -8162680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37507 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -8162681.000000 Penalty: 5314.825195
	Iteration 97Q: 3 clusters Score -8162681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -8162688.000000 Penalty: 5314.825195
	Iteration 98Q: 3 clusters Score -8162688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -8162696.500000 Penalty: 5314.825195
	Iteration 99Q: 3 clusters Score -8162696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -8162685.000000 Penalty: 5314.825195
	Iteration 100F: 3 clusters Score -8162685 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37572 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -8162696.500000 Penalty: 5314.825195
	Iteration 101Q: 3 clusters Score -8162696 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -8162700.500000 Penalty: 5314.825195
	Iteration 102Q: 3 clusters Score -8162700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -8162704.000000 Penalty: 5314.825195
	Iteration 103Q: 3 clusters Score -8162704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37609 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -8162713.000000 Penalty: 5314.825195
	Iteration 104Q: 3 clusters Score -8162713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -8162710.500000 Penalty: 5314.825195
	Iteration 105Q: 3 clusters Score -8162710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -8162707.000000 Penalty: 5314.825195
	Iteration 106Q: 3 clusters Score -8162707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -8162707.000000 Penalty: 5314.825195
	Iteration 107F: 3 clusters Score -8162707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47558 members 
Entering Unmasked Estep 
Score: -8764569.000000 Penalty: 2670.886719
	Iteration 0F: 2 clusters Score -8764569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -8734226.000000 Penalty: 5341.773438
	Iteration 0F: 3 clusters Score -8734226 nChanged 22051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 24591 members 
Entering Unmasked Estep 
Score: -8746313.000000 Penalty: 5341.773438
	Iteration 1F: 3 clusters Score -8746313 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -8746744.000000 Penalty: 5341.773438
	Iteration 2Q: 3 clusters Score -8746744 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -8747162.000000 Penalty: 5341.773438
	Iteration 3Q: 3 clusters Score -8747162 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -8747652.000000 Penalty: 5341.773438
	Iteration 4Q: 3 clusters Score -8747652 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -8748251.000000 Penalty: 5341.773438
	Iteration 5Q: 3 clusters Score -8748251 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -8749225.000000 Penalty: 5341.773438
	Iteration 6Q: 3 clusters Score -8749225 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 32651 members 
Entering Unmasked Estep 
Score: -8750718.000000 Penalty: 5341.773438
	Iteration 7F: 3 clusters Score -8750718 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -8753098.000000 Penalty: 5341.773438
	Iteration 8F: 3 clusters Score -8753098 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -8756214.000000 Penalty: 5341.773438
	Iteration 9F: 3 clusters Score -8756214 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
Score: -8759114.000000 Penalty: 5341.773438
	Iteration 10F: 3 clusters Score -8759114 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -8761029.000000 Penalty: 5341.773438
	Iteration 11F: 3 clusters Score -8761029 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 46483 members 
Entering Unmasked Estep 
Score: -8761725.000000 Penalty: 5341.773438
	Iteration 12Q: 3 clusters Score -8761725 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 46943 members 
Entering Unmasked Estep 
Score: -8762030.000000 Penalty: 5341.773438
	Iteration 13Q: 3 clusters Score -8762030 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 47105 members 
Entering Unmasked Estep 
Score: -8762130.000000 Penalty: 5341.773438
	Iteration 14Q: 3 clusters Score -8762130 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 47169 members 
Entering Unmasked Estep 
Score: -8762190.000000 Penalty: 5341.773438
	Iteration 15Q: 3 clusters Score -8762190 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 47205 members 
Entering Unmasked Estep 
Score: -8762214.000000 Penalty: 5341.773438
	Iteration 16Q: 3 clusters Score -8762214 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 47229 members 
Entering Unmasked Estep 
Score: -8762247.000000 Penalty: 5341.773438
	Iteration 17Q: 3 clusters Score -8762247 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 47236 members 
Entering Unmasked Estep 
Score: -8762253.000000 Penalty: 5341.773438
	Iteration 18Q: 3 clusters Score -8762253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 47243 members 
Entering Unmasked Estep 
Score: -8762260.000000 Penalty: 5341.773438
	Iteration 19Q: 3 clusters Score -8762260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -8762264.000000 Penalty: 5341.773438
	Iteration 20F: 3 clusters Score -8762264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 47255 members 
Entering Unmasked Estep 
Score: -8762269.000000 Penalty: 5341.773438
	Iteration 21Q: 3 clusters Score -8762269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 47263 members 
Entering Unmasked Estep 
Score: -8762281.000000 Penalty: 5341.773438
	Iteration 22Q: 3 clusters Score -8762281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 47267 members 
Entering Unmasked Estep 
Score: -8762294.000000 Penalty: 5341.773438
	Iteration 23Q: 3 clusters Score -8762294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 47270 members 
Entering Unmasked Estep 
Score: -8762291.000000 Penalty: 5341.773438
	Iteration 24Q: 3 clusters Score -8762291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 47269 members 
Entering Unmasked Estep 
Score: -8762294.000000 Penalty: 5341.773438
	Iteration 25Q: 3 clusters Score -8762294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 47269 members 
Entering Unmasked Estep 
Score: -8762299.000000 Penalty: 5341.773438
	Iteration 26Q: 3 clusters Score -8762299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 47271 members 
Entering Unmasked Estep 
Score: -8762291.000000 Penalty: 5341.773438
	Iteration 27Q: 3 clusters Score -8762291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 47272 members 
Entering Unmasked Estep 
Score: -8762294.000000 Penalty: 5341.773438
	Iteration 28Q: 3 clusters Score -8762294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 47272 members 
Entering Unmasked Estep 
Score: -8762294.000000 Penalty: 5341.773438
	Iteration 29F: 3 clusters Score -8762294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (46606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46606 members 
Entering Unmasked Estep 
Score: -8610970.000000 Penalty: 2665.872314
	Iteration 0F: 2 clusters Score -8610970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -8581789.000000 Penalty: 5331.744629
	Iteration 0F: 3 clusters Score -8581789 nChanged 21527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -8593957.000000 Penalty: 5331.744629
	Iteration 1F: 3 clusters Score -8593957 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 24523 members 
Entering Unmasked Estep 
Score: -8594544.000000 Penalty: 5331.744629
	Iteration 2Q: 3 clusters Score -8594544 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 25226 members 
Entering Unmasked Estep 
Score: -8595163.000000 Penalty: 5331.744629
	Iteration 3Q: 3 clusters Score -8595163 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -8595715.000000 Penalty: 5331.744629
	Iteration 4Q: 3 clusters Score -8595715 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -8596408.000000 Penalty: 5331.744629
	Iteration 5Q: 3 clusters Score -8596408 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -8597411.000000 Penalty: 5331.744629
	Iteration 6Q: 3 clusters Score -8597411 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -8598636.000000 Penalty: 5331.744629
	Iteration 7F: 3 clusters Score -8598636 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -8600405.000000 Penalty: 5331.744629
	Iteration 8F: 3 clusters Score -8600405 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 36946 members 
Entering Unmasked Estep 
Score: -8602615.000000 Penalty: 5331.744629
	Iteration 9F: 3 clusters Score -8602615 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -8605031.000000 Penalty: 5331.744629
	Iteration 10F: 3 clusters Score -8605031 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 42599 members 
Entering Unmasked Estep 
Score: -8607111.000000 Penalty: 5331.744629
	Iteration 11F: 3 clusters Score -8607111 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -8608190.000000 Penalty: 5331.744629
	Iteration 12Q: 3 clusters Score -8608190 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 45289 members 
Entering Unmasked Estep 
Score: -8608504.000000 Penalty: 5331.744629
	Iteration 13Q: 3 clusters Score -8608504 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 45708 members 
Entering Unmasked Estep 
Score: -8608697.000000 Penalty: 5331.744629
	Iteration 14Q: 3 clusters Score -8608697 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 45889 members 
Entering Unmasked Estep 
Score: -8608792.000000 Penalty: 5331.744629
	Iteration 15Q: 3 clusters Score -8608792 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 45989 members 
Entering Unmasked Estep 
Score: -8608821.000000 Penalty: 5331.744629
	Iteration 16Q: 3 clusters Score -8608821 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 46040 members 
Entering Unmasked Estep 
Score: -8608851.000000 Penalty: 5331.744629
	Iteration 17Q: 3 clusters Score -8608851 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -8608869.000000 Penalty: 5331.744629
	Iteration 18Q: 3 clusters Score -8608869 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 46096 members 
Entering Unmasked Estep 
Score: -8608886.000000 Penalty: 5331.744629
	Iteration 19Q: 3 clusters Score -8608886 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
Score: -8608895.000000 Penalty: 5331.744629
	Iteration 20F: 3 clusters Score -8608895 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 46128 members 
Entering Unmasked Estep 
Score: -8608919.000000 Penalty: 5331.744629
	Iteration 21Q: 3 clusters Score -8608919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 46138 members 
Entering Unmasked Estep 
Score: -8608929.000000 Penalty: 5331.744629
	Iteration 22Q: 3 clusters Score -8608929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 46146 members 
Entering Unmasked Estep 
Score: -8608932.000000 Penalty: 5331.744629
	Iteration 23Q: 3 clusters Score -8608932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -8608941.000000 Penalty: 5331.744629
	Iteration 24Q: 3 clusters Score -8608941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 46153 members 
Entering Unmasked Estep 
Score: -8608950.000000 Penalty: 5331.744629
	Iteration 25Q: 3 clusters Score -8608950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 46154 members 
Entering Unmasked Estep 
Score: -8608961.000000 Penalty: 5331.744629
	Iteration 26Q: 3 clusters Score -8608961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 46157 members 
Entering Unmasked Estep 
Score: -8608959.000000 Penalty: 5331.744629
	Iteration 27Q: 3 clusters Score -8608959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 46157 members 
Entering Unmasked Estep 
Score: -8608960.000000 Penalty: 5331.744629
	Iteration 28Q: 3 clusters Score -8608960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 46157 members 
Entering Unmasked Estep 
Score: -8608961.000000 Penalty: 5331.744629
	Iteration 29Q: 3 clusters Score -8608961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 46157 members 
Entering Unmasked Estep 
Score: -8608961.000000 Penalty: 5331.744629
	Iteration 30F: 3 clusters Score -8608961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (38114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Entering Unmasked Estep 
Score: -6926082.500000 Penalty: 2615.987549
	Iteration 0F: 2 clusters Score -6926082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -6900095.000000 Penalty: 5231.975098
	Iteration 0F: 3 clusters Score -6900095 nChanged 17419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -6909654.000000 Penalty: 5231.975098
	Iteration 1F: 3 clusters Score -6909654 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -6910139.500000 Penalty: 5231.975098
	Iteration 2Q: 3 clusters Score -6910140 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -6910608.500000 Penalty: 5231.975098
	Iteration 3Q: 3 clusters Score -6910608 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -6911052.000000 Penalty: 5231.975098
	Iteration 4Q: 3 clusters Score -6911052 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -6911752.500000 Penalty: 5231.975098
	Iteration 5Q: 3 clusters Score -6911752 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 24651 members 
Entering Unmasked Estep 
Score: -6912839.500000 Penalty: 5231.975098
	Iteration 6F: 3 clusters Score -6912840 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 26748 members 
Entering Unmasked Estep 
Score: -6914394.500000 Penalty: 5231.975098
	Iteration 7F: 3 clusters Score -6914394 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -6916420.000000 Penalty: 5231.975098
	Iteration 8F: 3 clusters Score -6916420 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -6918728.000000 Penalty: 5231.975098
	Iteration 9F: 3 clusters Score -6918728 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -6920744.000000 Penalty: 5231.975098
	Iteration 10F: 3 clusters Score -6920744 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -6922218.500000 Penalty: 5231.975098
	Iteration 11Q: 3 clusters Score -6922218 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -6923116.500000 Penalty: 5231.975098
	Iteration 12Q: 3 clusters Score -6923116 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -6923547.000000 Penalty: 5231.975098
	Iteration 13Q: 3 clusters Score -6923547 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
Score: -6923733.500000 Penalty: 5231.975098
	Iteration 14Q: 3 clusters Score -6923734 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -6923855.000000 Penalty: 5231.975098
	Iteration 15Q: 3 clusters Score -6923855 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 35911 members 
Entering Unmasked Estep 
Score: -6923912.000000 Penalty: 5231.975098
	Iteration 16Q: 3 clusters Score -6923912 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 35955 members 
Entering Unmasked Estep 
Score: -6923957.500000 Penalty: 5231.975098
	Iteration 17Q: 3 clusters Score -6923958 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -6923994.500000 Penalty: 5231.975098
	Iteration 18Q: 3 clusters Score -6923994 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -6924001.000000 Penalty: 5231.975098
	Iteration 19Q: 3 clusters Score -6924001 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -6924033.500000 Penalty: 5231.975098
	Iteration 20F: 3 clusters Score -6924034 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -6924035.000000 Penalty: 5231.975098
	Iteration 21Q: 3 clusters Score -6924035 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -6924038.500000 Penalty: 5231.975098
	Iteration 22Q: 3 clusters Score -6924038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -6924042.000000 Penalty: 5231.975098
	Iteration 23Q: 3 clusters Score -6924042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -6924042.000000 Penalty: 5231.975098
	Iteration 24Q: 3 clusters Score -6924042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -6924037.500000 Penalty: 5231.975098
	Iteration 25Q: 3 clusters Score -6924038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -6924049.000000 Penalty: 5231.975098
	Iteration 26Q: 3 clusters Score -6924049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -6924046.500000 Penalty: 5231.975098
	Iteration 27Q: 3 clusters Score -6924046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -6924050.500000 Penalty: 5231.975098
	Iteration 28Q: 3 clusters Score -6924050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -6924048.500000 Penalty: 5231.975098
	Iteration 29Q: 3 clusters Score -6924048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -6924052.000000 Penalty: 5231.975098
	Iteration 30Q: 3 clusters Score -6924052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -6924051.500000 Penalty: 5231.975098
	Iteration 31Q: 3 clusters Score -6924052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -6924052.500000 Penalty: 5231.975098
	Iteration 32Q: 3 clusters Score -6924052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -6924051.500000 Penalty: 5231.975098
	Iteration 33Q: 3 clusters Score -6924052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -6924051.500000 Penalty: 5231.975098
	Iteration 34F: 3 clusters Score -6924052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Entering Unmasked Estep 
Score: -4673225.000000 Penalty: 2523.919922
	Iteration 0F: 2 clusters Score -4673225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -4654991.000000 Penalty: 5047.839844
	Iteration 0F: 3 clusters Score -4654991 nChanged 11869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -4661451.500000 Penalty: 5047.839844
	Iteration 1F: 3 clusters Score -4661452 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -4661824.500000 Penalty: 5047.839844
	Iteration 2Q: 3 clusters Score -4661824 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -4662095.000000 Penalty: 5047.839844
	Iteration 3Q: 3 clusters Score -4662095 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -4662307.000000 Penalty: 5047.839844
	Iteration 4Q: 3 clusters Score -4662307 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -4662487.000000 Penalty: 5047.839844
	Iteration 5Q: 3 clusters Score -4662487 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -4662621.000000 Penalty: 5047.839844
	Iteration 6Q: 3 clusters Score -4662621 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -4662782.000000 Penalty: 5047.839844
	Iteration 7Q: 3 clusters Score -4662782 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -4662951.000000 Penalty: 5047.839844
	Iteration 8Q: 3 clusters Score -4662951 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -4663162.500000 Penalty: 5047.839844
	Iteration 9Q: 3 clusters Score -4663162 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -4663520.500000 Penalty: 5047.839844
	Iteration 10Q: 3 clusters Score -4663520 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -4664013.500000 Penalty: 5047.839844
	Iteration 11Q: 3 clusters Score -4664014 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -4664615.500000 Penalty: 5047.839844
	Iteration 12Q: 3 clusters Score -4664616 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -4665371.000000 Penalty: 5047.839844
	Iteration 13Q: 3 clusters Score -4665371 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -4666224.500000 Penalty: 5047.839844
	Iteration 14Q: 3 clusters Score -4666224 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -4667086.000000 Penalty: 5047.839844
	Iteration 15Q: 3 clusters Score -4667086 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -4667969.500000 Penalty: 5047.839844
	Iteration 16Q: 3 clusters Score -4667970 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -4668810.000000 Penalty: 5047.839844
	Iteration 17Q: 3 clusters Score -4668810 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -4669490.500000 Penalty: 5047.839844
	Iteration 18Q: 3 clusters Score -4669490 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -4670056.000000 Penalty: 5047.839844
	Iteration 19Q: 3 clusters Score -4670056 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -4670442.000000 Penalty: 5047.839844
	Iteration 20F: 3 clusters Score -4670442 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -4670688.500000 Penalty: 5047.839844
	Iteration 21Q: 3 clusters Score -4670688 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -4670852.000000 Penalty: 5047.839844
	Iteration 22Q: 3 clusters Score -4670852 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -4670971.500000 Penalty: 5047.839844
	Iteration 23Q: 3 clusters Score -4670972 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -4671069.500000 Penalty: 5047.839844
	Iteration 24Q: 3 clusters Score -4671070 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -4671143.000000 Penalty: 5047.839844
	Iteration 25Q: 3 clusters Score -4671143 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -4671192.000000 Penalty: 5047.839844
	Iteration 26Q: 3 clusters Score -4671192 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -4671222.000000 Penalty: 5047.839844
	Iteration 27Q: 3 clusters Score -4671222 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -4671257.500000 Penalty: 5047.839844
	Iteration 28Q: 3 clusters Score -4671258 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -4671286.000000 Penalty: 5047.839844
	Iteration 29Q: 3 clusters Score -4671286 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -4671307.500000 Penalty: 5047.839844
	Iteration 30Q: 3 clusters Score -4671308 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -4671316.000000 Penalty: 5047.839844
	Iteration 31Q: 3 clusters Score -4671316 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -4671343.000000 Penalty: 5047.839844
	Iteration 32Q: 3 clusters Score -4671343 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -4671357.000000 Penalty: 5047.839844
	Iteration 33Q: 3 clusters Score -4671357 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -4671364.000000 Penalty: 5047.839844
	Iteration 34Q: 3 clusters Score -4671364 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -4671377.500000 Penalty: 5047.839844
	Iteration 35Q: 3 clusters Score -4671378 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -4671378.000000 Penalty: 5047.839844
	Iteration 36Q: 3 clusters Score -4671378 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -4671386.500000 Penalty: 5047.839844
	Iteration 37Q: 3 clusters Score -4671386 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -4671382.000000 Penalty: 5047.839844
	Iteration 38Q: 3 clusters Score -4671382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -4671388.500000 Penalty: 5047.839844
	Iteration 39Q: 3 clusters Score -4671388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -4671397.000000 Penalty: 5047.839844
	Iteration 40F: 3 clusters Score -4671397 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -4671403.000000 Penalty: 5047.839844
	Iteration 41Q: 3 clusters Score -4671403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -4671405.000000 Penalty: 5047.839844
	Iteration 42Q: 3 clusters Score -4671405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -4671416.000000 Penalty: 5047.839844
	Iteration 43Q: 3 clusters Score -4671416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -4671413.500000 Penalty: 5047.839844
	Iteration 44Q: 3 clusters Score -4671414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -4671412.500000 Penalty: 5047.839844
	Iteration 45Q: 3 clusters Score -4671412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -4671420.000000 Penalty: 5047.839844
	Iteration 46Q: 3 clusters Score -4671420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24235 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -4671419.500000 Penalty: 5047.839844
	Iteration 47Q: 3 clusters Score -4671420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -4671424.500000 Penalty: 5047.839844
	Iteration 48Q: 3 clusters Score -4671424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -4671432.000000 Penalty: 5047.839844
	Iteration 49Q: 3 clusters Score -4671432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -4671433.500000 Penalty: 5047.839844
	Iteration 50Q: 3 clusters Score -4671434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -4671439.000000 Penalty: 5047.839844
	Iteration 51Q: 3 clusters Score -4671439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -4671441.500000 Penalty: 5047.839844
	Iteration 52Q: 3 clusters Score -4671442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -4671442.000000 Penalty: 5047.839844
	Iteration 53Q: 3 clusters Score -4671442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -4671447.000000 Penalty: 5047.839844
	Iteration 54Q: 3 clusters Score -4671447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -4671442.500000 Penalty: 5047.839844
	Iteration 55Q: 3 clusters Score -4671442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4671435.500000 Penalty: 5047.839844
	Iteration 56Q: 3 clusters Score -4671436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4671431.500000 Penalty: 5047.839844
	Iteration 57Q: 3 clusters Score -4671432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4671431.500000 Penalty: 5047.839844
	Iteration 58F: 3 clusters Score -4671432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Entering Unmasked Estep 
Score: -7822063.500000 Penalty: 2644.199463
	Iteration 0F: 2 clusters Score -7822064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -7794364.000000 Penalty: 5288.398926
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Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 21984 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 22355 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 20791 members 
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	Iteration 11Q: 3 clusters Score -7816248 nChanged 1072
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7816986 nChanged 550
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	Iteration 16Q: 3 clusters Score -7817100 nChanged 600
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Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7817574 nChanged 696
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Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 16285 members 
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Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 14970 members 
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	Iteration 22Q: 3 clusters Score -7818680 nChanged 675
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	Iteration 23Q: 3 clusters Score -7818965 nChanged 621
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	Iteration 25Q: 3 clusters Score -7819380 nChanged 492
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	Iteration 49Q: 3 clusters Score -7821030 nChanged 157
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	Iteration 57Q: 3 clusters Score -7821338 nChanged 137
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	Iteration 59Q: 3 clusters Score -7821375 nChanged 141
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	Iteration 60F: 3 clusters Score -7821381 nChanged 127
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	Iteration 61Q: 3 clusters Score -7821412 nChanged 94
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	Iteration 62Q: 3 clusters Score -7821430 nChanged 91
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	Iteration 63Q: 3 clusters Score -7821433 nChanged 99
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	Iteration 64Q: 3 clusters Score -7821438 nChanged 91
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	Iteration 65Q: 3 clusters Score -7821457 nChanged 70
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	Iteration 66Q: 3 clusters Score -7821479 nChanged 65
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	Iteration 69Q: 3 clusters Score -7821480 nChanged 41
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	Iteration 71Q: 3 clusters Score -7821482 nChanged 23
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	Iteration 72Q: 3 clusters Score -7821481 nChanged 29
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	Iteration 73Q: 3 clusters Score -7821476 nChanged 29
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	Iteration 74Q: 3 clusters Score -7821476 nChanged 22
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	Iteration 75Q: 3 clusters Score -7821467 nChanged 14
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	Iteration 76Q: 3 clusters Score -7821466 nChanged 10
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	Iteration 77Q: 3 clusters Score -7821472 nChanged 16
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	Iteration 78Q: 3 clusters Score -7821472 nChanged 12
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	Iteration 79Q: 3 clusters Score -7821476 nChanged 9
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	Iteration 80F: 3 clusters Score -7821483 nChanged 10
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	Iteration 81Q: 3 clusters Score -7821480 nChanged 10
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	Iteration 82Q: 3 clusters Score -7821486 nChanged 9
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	Iteration 83Q: 3 clusters Score -7821488 nChanged 8
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	Iteration 84Q: 3 clusters Score -7821482 nChanged 10
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	Iteration 85Q: 3 clusters Score -7821490 nChanged 11
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	Iteration 86Q: 3 clusters Score -7821476 nChanged 3
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	Iteration 87Q: 3 clusters Score -7821478 nChanged 2
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	Iteration 88Q: 3 clusters Score -7821484 nChanged 3
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	Iteration 89Q: 3 clusters Score -7821478 nChanged 2
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	Iteration 90Q: 3 clusters Score -7821481 nChanged 2
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	Iteration 91Q: 3 clusters Score -7821480 nChanged 2
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	Iteration 92Q: 3 clusters Score -7821483 nChanged 1
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Entering Unmasked Estep 
Score: -7821485.500000 Penalty: 5288.398926
	Iteration 93Q: 3 clusters Score -7821486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -7821480.500000 Penalty: 5288.398926
	Iteration 94Q: 3 clusters Score -7821480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -7821476.500000 Penalty: 5288.398926
	Iteration 95Q: 3 clusters Score -7821476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -7821479.000000 Penalty: 5288.398926
	Iteration 96Q: 3 clusters Score -7821479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -7821481.000000 Penalty: 5288.398926
	Iteration 97Q: 3 clusters Score -7821481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -7821482.000000 Penalty: 5288.398926
	Iteration 98Q: 3 clusters Score -7821482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39166 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -7821473.500000 Penalty: 5288.398926
	Iteration 99Q: 3 clusters Score -7821474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -7821480.500000 Penalty: 5288.398926
	Iteration 100F: 3 clusters Score -7821480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -7821477.500000 Penalty: 5288.398926
	Iteration 101Q: 3 clusters Score -7821478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -7821481.000000 Penalty: 5288.398926
	Iteration 102Q: 3 clusters Score -7821481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -7821485.000000 Penalty: 5288.398926
	Iteration 103Q: 3 clusters Score -7821485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -7821486.000000 Penalty: 5288.398926
	Iteration 104Q: 3 clusters Score -7821486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -7821485.000000 Penalty: 5288.398926
	Iteration 105Q: 3 clusters Score -7821485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -7821493.500000 Penalty: 5288.398926
	Iteration 106Q: 3 clusters Score -7821494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -7821497.000000 Penalty: 5288.398926
	Iteration 107Q: 3 clusters Score -7821497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -7821489.000000 Penalty: 5288.398926
	Iteration 108Q: 3 clusters Score -7821489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -7821479.000000 Penalty: 5288.398926
	Iteration 109Q: 3 clusters Score -7821479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -7821491.000000 Penalty: 5288.398926
	Iteration 110Q: 3 clusters Score -7821491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -7821487.000000 Penalty: 5288.398926
	Iteration 111Q: 3 clusters Score -7821487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39253 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -7821487.000000 Penalty: 5288.398926
	Iteration 112Q: 3 clusters Score -7821487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -7821476.000000 Penalty: 5288.398926
	Iteration 113Q: 3 clusters Score -7821476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -7821467.000000 Penalty: 5288.398926
	Iteration 114Q: 3 clusters Score -7821467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -7821473.500000 Penalty: 5288.398926
	Iteration 115Q: 3 clusters Score -7821474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -7821475.500000 Penalty: 5288.398926
	Iteration 116Q: 3 clusters Score -7821476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39299 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -7821478.000000 Penalty: 5288.398926
	Iteration 117Q: 3 clusters Score -7821478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -7821482.000000 Penalty: 5288.398926
	Iteration 118Q: 3 clusters Score -7821482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -7821489.500000 Penalty: 5288.398926
	Iteration 119Q: 3 clusters Score -7821490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39340 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -7821493.000000 Penalty: 5288.398926
	Iteration 120F: 3 clusters Score -7821493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39350 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -7821491.000000 Penalty: 5288.398926
	Iteration 121Q: 3 clusters Score -7821491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -7821483.500000 Penalty: 5288.398926
	Iteration 122Q: 3 clusters Score -7821484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -7821477.000000 Penalty: 5288.398926
	Iteration 123Q: 3 clusters Score -7821477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -7821467.000000 Penalty: 5288.398926
	Iteration 124Q: 3 clusters Score -7821467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -7821469.500000 Penalty: 5288.398926
	Iteration 125Q: 3 clusters Score -7821470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -7821463.000000 Penalty: 5288.398926
	Iteration 126Q: 3 clusters Score -7821463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -7821465.500000 Penalty: 5288.398926
	Iteration 127Q: 3 clusters Score -7821466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -7821466.000000 Penalty: 5288.398926
	Iteration 128Q: 3 clusters Score -7821466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -7821469.500000 Penalty: 5288.398926
	Iteration 129Q: 3 clusters Score -7821470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -7821467.000000 Penalty: 5288.398926
	Iteration 130Q: 3 clusters Score -7821467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -7821477.500000 Penalty: 5288.398926
	Iteration 131Q: 3 clusters Score -7821478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -7821472.000000 Penalty: 5288.398926
	Iteration 132Q: 3 clusters Score -7821472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -7821474.000000 Penalty: 5288.398926
	Iteration 133Q: 3 clusters Score -7821474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39431 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -7821473.500000 Penalty: 5288.398926
	Iteration 134Q: 3 clusters Score -7821474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39433 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -7821476.000000 Penalty: 5288.398926
	Iteration 135Q: 3 clusters Score -7821476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -7821472.500000 Penalty: 5288.398926
	Iteration 136Q: 3 clusters Score -7821472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -7821471.500000 Penalty: 5288.398926
	Iteration 137Q: 3 clusters Score -7821472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -7821467.000000 Penalty: 5288.398926
	Iteration 138Q: 3 clusters Score -7821467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -7821467.000000 Penalty: 5288.398926
	Iteration 139F: 3 clusters Score -7821467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45976 members 
Entering Unmasked Estep 
Score: -8417095.000000 Penalty: 2662.497070
	Iteration 0F: 2 clusters Score -8417095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -8387448.500000 Penalty: 5324.994141
	Iteration 0F: 3 clusters Score -8387448 nChanged 21117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -8398954.000000 Penalty: 5324.994141
	Iteration 1F: 3 clusters Score -8398954 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -8399680.000000 Penalty: 5324.994141
	Iteration 2Q: 3 clusters Score -8399680 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -8400694.000000 Penalty: 5324.994141
	Iteration 3Q: 3 clusters Score -8400694 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -8402172.000000 Penalty: 5324.994141
	Iteration 4F: 3 clusters Score -8402172 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
Score: -8404570.000000 Penalty: 5324.994141
	Iteration 5F: 3 clusters Score -8404570 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -8407928.000000 Penalty: 5324.994141
	Iteration 6F: 3 clusters Score -8407928 nChanged 3710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
Score: -8411382.000000 Penalty: 5324.994141
	Iteration 7F: 3 clusters Score -8411382 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 43903 members 
Entering Unmasked Estep 
Score: -8413518.000000 Penalty: 5324.994141
	Iteration 8F: 3 clusters Score -8413518 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 45113 members 
Entering Unmasked Estep 
Score: -8414361.000000 Penalty: 5324.994141
	Iteration 9Q: 3 clusters Score -8414361 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -8414614.000000 Penalty: 5324.994141
	Iteration 10Q: 3 clusters Score -8414614 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -8414673.000000 Penalty: 5324.994141
	Iteration 11Q: 3 clusters Score -8414673 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 45670 members 
Entering Unmasked Estep 
Score: -8414711.000000 Penalty: 5324.994141
	Iteration 12Q: 3 clusters Score -8414711 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 45695 members 
Entering Unmasked Estep 
Score: -8414740.000000 Penalty: 5324.994141
	Iteration 13Q: 3 clusters Score -8414740 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 45717 members 
Entering Unmasked Estep 
Score: -8414780.000000 Penalty: 5324.994141
	Iteration 14Q: 3 clusters Score -8414780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 45732 members 
Entering Unmasked Estep 
Score: -8414799.000000 Penalty: 5324.994141
	Iteration 15Q: 3 clusters Score -8414799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 45740 members 
Entering Unmasked Estep 
Score: -8414826.000000 Penalty: 5324.994141
	Iteration 16Q: 3 clusters Score -8414826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 45742 members 
Entering Unmasked Estep 
Score: -8414839.000000 Penalty: 5324.994141
	Iteration 17Q: 3 clusters Score -8414839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -8414851.000000 Penalty: 5324.994141
	Iteration 18Q: 3 clusters Score -8414851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 45747 members 
Entering Unmasked Estep 
Score: -8414861.000000 Penalty: 5324.994141
	Iteration 19Q: 3 clusters Score -8414861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 45751 members 
Entering Unmasked Estep 
Score: -8414865.000000 Penalty: 5324.994141
	Iteration 20F: 3 clusters Score -8414865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 45752 members 
Entering Unmasked Estep 
Score: -8414870.000000 Penalty: 5324.994141
	Iteration 21Q: 3 clusters Score -8414870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 45752 members 
Entering Unmasked Estep 
Score: -8414876.000000 Penalty: 5324.994141
	Iteration 22Q: 3 clusters Score -8414876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 45754 members 
Entering Unmasked Estep 
Score: -8414878.000000 Penalty: 5324.994141
	Iteration 23Q: 3 clusters Score -8414878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 45756 members 
Entering Unmasked Estep 
Score: -8414878.000000 Penalty: 5324.994141
	Iteration 24Q: 3 clusters Score -8414878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 45756 members 
Entering Unmasked Estep 
Score: -8414878.000000 Penalty: 5324.994141
	Iteration 25F: 3 clusters Score -8414878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Entering Unmasked Estep 
Score: -101615.945312 Penalty: 1654.350098
	Iteration 0F: 2 clusters Score -101615.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -99927.164062 Penalty: 3308.700195
	Iteration 0F: 3 clusters Score -99927.16 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -100512.710938 Penalty: 3308.700195
	Iteration 1F: 3 clusters Score -100512.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -100894.851562 Penalty: 3308.700195
	Iteration 2F: 3 clusters Score -100894.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -101240.820312 Penalty: 3308.700195
	Iteration 3F: 3 clusters Score -101240.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -101383.210938 Penalty: 3308.700195
	Iteration 4Q: 3 clusters Score -101383.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -101524.742188 Penalty: 3308.700195
	Iteration 5Q: 3 clusters Score -101524.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -101634.546875 Penalty: 3308.700195
	Iteration 6Q: 3 clusters Score -101634.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -101707.625000 Penalty: 3308.700195
	Iteration 7Q: 3 clusters Score -101707.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -101753.742188 Penalty: 3308.700195
	Iteration 8Q: 3 clusters Score -101753.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -101767.078125 Penalty: 3308.700195
	Iteration 9Q: 3 clusters Score -101767.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -101772.070312 Penalty: 3308.700195
	Iteration 10Q: 3 clusters Score -101772.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -101773.000000 Penalty: 3308.700195
	Iteration 11Q: 3 clusters Score -101773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -101773.000000 Penalty: 3308.700195
	Iteration 12F: 3 clusters Score -101773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 34663 members 
Mstep: Class 3 contains 48874 members 
Mstep: Class 4 contains 45069 members 
Mstep: Class 5 contains 43345 members 
Mstep: Class 6 contains 45344 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45141 members 
Mstep: Class 11 contains 45043 members 
Mstep: Class 12 contains 47558 members 
Mstep: Class 13 contains 46606 members 
Mstep: Class 14 contains 38114 members 
Mstep: Class 15 contains 26294 members 
Mstep: Class 16 contains 42706 members 
Mstep: Class 17 contains 45976 members 
Mstep: Class 18 contains 437 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 31665 members 
Mstep: Class 22 contains 7069 members 
Mstep: Class 23 contains 1216 members 
Mstep: Class 24 contains 16449 members 
Mstep: Class 25 contains 352 members 
Entering Unmasked Estep 
Score: -111238152.000000 Penalty: 82671.179688
Splitting cluster 18 changes total score from -111239680.000000 to -111238152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -50164.632812 Penalty: 1529.544189
	Iteration 0F: 2 clusters Score -50164.63 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 229 members 
Entering Unmasked Estep 
Score: -48705.503906 Penalty: 3059.088379
	Iteration 0F: 3 clusters Score -48705.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -48944.460938 Penalty: 3059.088379
	Iteration 1F: 3 clusters Score -48944.46 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -49051.078125 Penalty: 3059.088379
	Iteration 2F: 3 clusters Score -49051.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -49139.304688 Penalty: 3059.088379
	Iteration 3Q: 3 clusters Score -49139.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -49198.511719 Penalty: 3059.088379
	Iteration 4Q: 3 clusters Score -49198.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -49240.675781 Penalty: 3059.088379
	Iteration 5Q: 3 clusters Score -49240.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -49304.316406 Penalty: 3059.088379
	Iteration 6Q: 3 clusters Score -49304.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -49325.843750 Penalty: 3059.088379
	Iteration 7Q: 3 clusters Score -49325.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -49341.984375 Penalty: 3059.088379
	Iteration 8Q: 3 clusters Score -49341.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -49351.175781 Penalty: 3059.088379
	Iteration 9Q: 3 clusters Score -49351.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -49352.582031 Penalty: 3059.088379
	Iteration 10Q: 3 clusters Score -49352.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -49352.582031 Penalty: 3059.088379
	Iteration 11F: 3 clusters Score -49352.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -132325.375000 Penalty: 1652.456909
	Iteration 0F: 2 clusters Score -132325.4 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 370 members 
Entering Unmasked Estep 
Score: -130625.445312 Penalty: 3304.913818
	Iteration 0F: 3 clusters Score -130625.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -131012.093750 Penalty: 3304.913818
	Iteration 1F: 3 clusters Score -131012.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -131221.718750 Penalty: 3304.913818
	Iteration 2F: 3 clusters Score -131221.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -131378.796875 Penalty: 3304.913818
	Iteration 3F: 3 clusters Score -131378.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -131441.843750 Penalty: 3304.913818
	Iteration 4Q: 3 clusters Score -131441.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -131489.765625 Penalty: 3304.913818
	Iteration 5Q: 3 clusters Score -131489.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -131537.437500 Penalty: 3304.913818
	Iteration 6Q: 3 clusters Score -131537.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -131588.015625 Penalty: 3304.913818
	Iteration 7Q: 3 clusters Score -131588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -131630.750000 Penalty: 3304.913818
	Iteration 8Q: 3 clusters Score -131630.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -131672.156250 Penalty: 3304.913818
	Iteration 9Q: 3 clusters Score -131672.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -131702.796875 Penalty: 3304.913818
	Iteration 10Q: 3 clusters Score -131702.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -131728.140625 Penalty: 3304.913818
	Iteration 11Q: 3 clusters Score -131728.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -131744.062500 Penalty: 3304.913818
	Iteration 12Q: 3 clusters Score -131744.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -131752.218750 Penalty: 3304.913818
	Iteration 13Q: 3 clusters Score -131752.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -131752.218750 Penalty: 3304.913818
	Iteration 14F: 3 clusters Score -131752.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Entering Unmasked Estep 
Score: -5815527.500000 Penalty: 2570.015869
	Iteration 0F: 2 clusters Score -5815528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -5793912.000000 Penalty: 5140.031738
	Iteration 0F: 3 clusters Score -5793912 nChanged 14350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -5801591.000000 Penalty: 5140.031738
	Iteration 1F: 3 clusters Score -5801591 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -5802047.000000 Penalty: 5140.031738
	Iteration 2Q: 3 clusters Score -5802047 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -5802442.000000 Penalty: 5140.031738
	Iteration 3Q: 3 clusters Score -5802442 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -5802879.500000 Penalty: 5140.031738
	Iteration 4Q: 3 clusters Score -5802880 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -5803370.500000 Penalty: 5140.031738
	Iteration 5Q: 3 clusters Score -5803370 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -5804130.000000 Penalty: 5140.031738
	Iteration 6Q: 3 clusters Score -5804130 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 22390 members 
Entering Unmasked Estep 
Score: -5805272.500000 Penalty: 5140.031738
	Iteration 7F: 3 clusters Score -5805272 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -5806953.500000 Penalty: 5140.031738
	Iteration 8F: 3 clusters Score -5806954 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 26693 members 
Entering Unmasked Estep 
Score: -5809118.500000 Penalty: 5140.031738
	Iteration 9F: 3 clusters Score -5809118 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 28613 members 
Entering Unmasked Estep 
Score: -5811056.500000 Penalty: 5140.031738
	Iteration 10F: 3 clusters Score -5811056 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -5812228.000000 Penalty: 5140.031738
	Iteration 11Q: 3 clusters Score -5812228 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -5812820.500000 Penalty: 5140.031738
	Iteration 12Q: 3 clusters Score -5812820 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 30702 members 
Entering Unmasked Estep 
Score: -5813174.500000 Penalty: 5140.031738
	Iteration 13Q: 3 clusters Score -5813174 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -5813365.000000 Penalty: 5140.031738
	Iteration 14Q: 3 clusters Score -5813365 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -5813447.000000 Penalty: 5140.031738
	Iteration 15Q: 3 clusters Score -5813447 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -5813514.500000 Penalty: 5140.031738
	Iteration 16Q: 3 clusters Score -5813514 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -5813551.000000 Penalty: 5140.031738
	Iteration 17Q: 3 clusters Score -5813551 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -5813558.000000 Penalty: 5140.031738
	Iteration 18Q: 3 clusters Score -5813558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -5813578.000000 Penalty: 5140.031738
	Iteration 19Q: 3 clusters Score -5813578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -5813592.500000 Penalty: 5140.031738
	Iteration 20F: 3 clusters Score -5813592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -5813607.500000 Penalty: 5140.031738
	Iteration 21Q: 3 clusters Score -5813608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -5813605.500000 Penalty: 5140.031738
	Iteration 22Q: 3 clusters Score -5813606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -5813607.500000 Penalty: 5140.031738
	Iteration 23Q: 3 clusters Score -5813608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -5813609.500000 Penalty: 5140.031738
	Iteration 24Q: 3 clusters Score -5813610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -5813609.500000 Penalty: 5140.031738
	Iteration 25F: 3 clusters Score -5813610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Entering Unmasked Estep 
Score: -1294345.375000 Penalty: 2198.141602
	Iteration 0F: 2 clusters Score -1294345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1288537.500000 Penalty: 4396.283203
	Iteration 0F: 3 clusters Score -1288538 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1289987.500000 Penalty: 4396.283203
	Iteration 1F: 3 clusters Score -1289988 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1290234.625000 Penalty: 4396.283203
	Iteration 2F: 3 clusters Score -1290235 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1290400.500000 Penalty: 4396.283203
	Iteration 3Q: 3 clusters Score -1290400 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1290534.375000 Penalty: 4396.283203
	Iteration 4Q: 3 clusters Score -1290534 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1290684.000000 Penalty: 4396.283203
	Iteration 5Q: 3 clusters Score -1290684 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1290841.500000 Penalty: 4396.283203
	Iteration 6Q: 3 clusters Score -1290842 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1291020.000000 Penalty: 4396.283203
	Iteration 7Q: 3 clusters Score -1291020 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1291214.750000 Penalty: 4396.283203
	Iteration 8Q: 3 clusters Score -1291215 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1291416.750000 Penalty: 4396.283203
	Iteration 9Q: 3 clusters Score -1291417 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1291613.750000 Penalty: 4396.283203
	Iteration 10Q: 3 clusters Score -1291614 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1291821.500000 Penalty: 4396.283203
	Iteration 11Q: 3 clusters Score -1291822 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1292026.375000 Penalty: 4396.283203
	Iteration 12Q: 3 clusters Score -1292026 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1292232.625000 Penalty: 4396.283203
	Iteration 13Q: 3 clusters Score -1292233 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1292432.875000 Penalty: 4396.283203
	Iteration 14Q: 3 clusters Score -1292433 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1292570.125000 Penalty: 4396.283203
	Iteration 15Q: 3 clusters Score -1292570 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1292654.000000 Penalty: 4396.283203
	Iteration 16Q: 3 clusters Score -1292654 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1292706.625000 Penalty: 4396.283203
	Iteration 17Q: 3 clusters Score -1292707 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1292744.375000 Penalty: 4396.283203
	Iteration 18Q: 3 clusters Score -1292744 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1292768.875000 Penalty: 4396.283203
	Iteration 19Q: 3 clusters Score -1292769 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1292782.375000 Penalty: 4396.283203
	Iteration 20F: 3 clusters Score -1292782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1292786.500000 Penalty: 4396.283203
	Iteration 21Q: 3 clusters Score -1292786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1292790.875000 Penalty: 4396.283203
	Iteration 22Q: 3 clusters Score -1292791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1292794.000000 Penalty: 4396.283203
	Iteration 23Q: 3 clusters Score -1292794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1292797.625000 Penalty: 4396.283203
	Iteration 24Q: 3 clusters Score -1292798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1292799.125000 Penalty: 4396.283203
	Iteration 25Q: 3 clusters Score -1292799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1292799.125000 Penalty: 4396.283203
	Iteration 26F: 3 clusters Score -1292799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Entering Unmasked Estep 
Score: -211966.109375 Penalty: 1761.623901
	Iteration 0F: 2 clusters Score -211966.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -209935.265625 Penalty: 3523.247803
	Iteration 0F: 3 clusters Score -209935.3 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -210306.843750 Penalty: 3523.247803
	Iteration 1F: 3 clusters Score -210306.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -210517.390625 Penalty: 3523.247803
	Iteration 2F: 3 clusters Score -210517.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -210699.484375 Penalty: 3523.247803
	Iteration 3F: 3 clusters Score -210699.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -210811.203125 Penalty: 3523.247803
	Iteration 4Q: 3 clusters Score -210811.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -210864.765625 Penalty: 3523.247803
	Iteration 5Q: 3 clusters Score -210864.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -210908.718750 Penalty: 3523.247803
	Iteration 6Q: 3 clusters Score -210908.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -210943.937500 Penalty: 3523.247803
	Iteration 7Q: 3 clusters Score -210943.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -210966.500000 Penalty: 3523.247803
	Iteration 8Q: 3 clusters Score -210966.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -210982.359375 Penalty: 3523.247803
	Iteration 9Q: 3 clusters Score -210982.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -210996.921875 Penalty: 3523.247803
	Iteration 10Q: 3 clusters Score -210996.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -211015.031250 Penalty: 3523.247803
	Iteration 11Q: 3 clusters Score -211015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -211020.359375 Penalty: 3523.247803
	Iteration 12Q: 3 clusters Score -211020.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -211026.750000 Penalty: 3523.247803
	Iteration 13Q: 3 clusters Score -211026.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -211031.109375 Penalty: 3523.247803
	Iteration 14Q: 3 clusters Score -211031.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -211035.843750 Penalty: 3523.247803
	Iteration 15Q: 3 clusters Score -211035.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -211039.609375 Penalty: 3523.247803
	Iteration 16Q: 3 clusters Score -211039.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -211041.250000 Penalty: 3523.247803
	Iteration 17Q: 3 clusters Score -211041.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -211044.515625 Penalty: 3523.247803
	Iteration 18Q: 3 clusters Score -211044.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -211047.984375 Penalty: 3523.247803
	Iteration 19Q: 3 clusters Score -211048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -211054.953125 Penalty: 3523.247803
	Iteration 20F: 3 clusters Score -211055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -211058.093750 Penalty: 3523.247803
	Iteration 21Q: 3 clusters Score -211058.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -211061.000000 Penalty: 3523.247803
	Iteration 22Q: 3 clusters Score -211061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -211065.859375 Penalty: 3523.247803
	Iteration 23Q: 3 clusters Score -211065.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -211070.078125 Penalty: 3523.247803
	Iteration 24Q: 3 clusters Score -211070.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -211071.593750 Penalty: 3523.247803
	Iteration 25Q: 3 clusters Score -211071.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -211072.375000 Penalty: 3523.247803
	Iteration 26Q: 3 clusters Score -211072.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -211073.515625 Penalty: 3523.247803
	Iteration 27Q: 3 clusters Score -211073.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -211075.375000 Penalty: 3523.247803
	Iteration 28Q: 3 clusters Score -211075.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -211076.187500 Penalty: 3523.247803
	Iteration 29Q: 3 clusters Score -211076.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -211076.187500 Penalty: 3523.247803
	Iteration 30F: 3 clusters Score -211076.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (16449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Entering Unmasked Estep 
Score: -2999500.250000 Penalty: 2407.589111
	Iteration 0F: 2 clusters Score -2999500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -2987821.750000 Penalty: 4815.178223
	Iteration 0F: 3 clusters Score -2987822 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -2991611.500000 Penalty: 4815.178223
	Iteration 1F: 3 clusters Score -2991612 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -2992167.500000 Penalty: 4815.178223
	Iteration 2F: 3 clusters Score -2992168 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -2992767.500000 Penalty: 4815.178223
	Iteration 3F: 3 clusters Score -2992768 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -2993553.500000 Penalty: 4815.178223
	Iteration 4F: 3 clusters Score -2993554 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -2994402.500000 Penalty: 4815.178223
	Iteration 5F: 3 clusters Score -2994402 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -2995222.000000 Penalty: 4815.178223
	Iteration 6F: 3 clusters Score -2995222 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -2996012.000000 Penalty: 4815.178223
	Iteration 7F: 3 clusters Score -2996012 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -2996664.000000 Penalty: 4815.178223
	Iteration 8F: 3 clusters Score -2996664 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -2997129.750000 Penalty: 4815.178223
	Iteration 9Q: 3 clusters Score -2997130 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2997413.750000 Penalty: 4815.178223
	Iteration 10Q: 3 clusters Score -2997414 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -2997605.250000 Penalty: 4815.178223
	Iteration 11Q: 3 clusters Score -2997605 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -2997725.250000 Penalty: 4815.178223
	Iteration 12Q: 3 clusters Score -2997725 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -2997858.000000 Penalty: 4815.178223
	Iteration 13Q: 3 clusters Score -2997858 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -2997973.750000 Penalty: 4815.178223
	Iteration 14Q: 3 clusters Score -2997974 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -2998063.000000 Penalty: 4815.178223
	Iteration 15Q: 3 clusters Score -2998063 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -2998144.500000 Penalty: 4815.178223
	Iteration 16Q: 3 clusters Score -2998144 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -2998194.500000 Penalty: 4815.178223
	Iteration 17Q: 3 clusters Score -2998194 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2998240.250000 Penalty: 4815.178223
	Iteration 18Q: 3 clusters Score -2998240 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -2998266.000000 Penalty: 4815.178223
	Iteration 19Q: 3 clusters Score -2998266 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -2998283.750000 Penalty: 4815.178223
	Iteration 20F: 3 clusters Score -2998284 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -2998296.500000 Penalty: 4815.178223
	Iteration 21Q: 3 clusters Score -2998296 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2998304.500000 Penalty: 4815.178223
	Iteration 22Q: 3 clusters Score -2998304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -2998308.250000 Penalty: 4815.178223
	Iteration 23Q: 3 clusters Score -2998308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2998314.000000 Penalty: 4815.178223
	Iteration 24Q: 3 clusters Score -2998314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -2998316.000000 Penalty: 4815.178223
	Iteration 25Q: 3 clusters Score -2998316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2998317.750000 Penalty: 4815.178223
	Iteration 26Q: 3 clusters Score -2998318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -2998318.750000 Penalty: 4815.178223
	Iteration 27Q: 3 clusters Score -2998319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -2998316.500000 Penalty: 4815.178223
	Iteration 28Q: 3 clusters Score -2998316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -2998318.500000 Penalty: 4815.178223
	Iteration 29Q: 3 clusters Score -2998318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2998319.000000 Penalty: 4815.178223
	Iteration 30Q: 3 clusters Score -2998319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -2998319.250000 Penalty: 4815.178223
	Iteration 31Q: 3 clusters Score -2998319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2998319.750000 Penalty: 4815.178223
	Iteration 32Q: 3 clusters Score -2998320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -2998318.000000 Penalty: 4815.178223
	Iteration 33Q: 3 clusters Score -2998318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -2998320.750000 Penalty: 4815.178223
	Iteration 34Q: 3 clusters Score -2998321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -2998316.500000 Penalty: 4815.178223
	Iteration 35Q: 3 clusters Score -2998316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2998316.750000 Penalty: 4815.178223
	Iteration 36Q: 3 clusters Score -2998317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2998314.500000 Penalty: 4815.178223
	Iteration 37Q: 3 clusters Score -2998314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -2998318.000000 Penalty: 4815.178223
	Iteration 38Q: 3 clusters Score -2998318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -2998317.250000 Penalty: 4815.178223
	Iteration 39Q: 3 clusters Score -2998317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -2998317.250000 Penalty: 4815.178223
	Iteration 40F: 3 clusters Score -2998317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 34663 members 
Mstep: Class 3 contains 48874 members 
Mstep: Class 4 contains 45069 members 
Mstep: Class 5 contains 43345 members 
Mstep: Class 6 contains 45344 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45141 members 
Mstep: Class 11 contains 45043 members 
Mstep: Class 12 contains 47558 members 
Mstep: Class 13 contains 46606 members 
Mstep: Class 14 contains 38114 members 
Mstep: Class 15 contains 26294 members 
Mstep: Class 16 contains 42706 members 
Mstep: Class 17 contains 45976 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 31665 members 
Mstep: Class 22 contains 7069 members 
Mstep: Class 23 contains 1216 members 
Mstep: Class 24 contains 16449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239752.000000 Penalty: 79364.328125
Iteration 359Q: 25 clusters Score -1.112398e+08 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 34615 members 
Mstep: Class 3 contains 48907 members 
Mstep: Class 4 contains 45042 members 
Mstep: Class 5 contains 43308 members 
Mstep: Class 6 contains 45378 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45148 members 
Mstep: Class 11 contains 45056 members 
Mstep: Class 12 contains 47558 members 
Mstep: Class 13 contains 46642 members 
Mstep: Class 14 contains 38063 members 
Mstep: Class 15 contains 26291 members 
Mstep: Class 16 contains 42743 members 
Mstep: Class 17 contains 45973 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 31635 members 
Mstep: Class 22 contains 7085 members 
Mstep: Class 23 contains 1216 members 
Mstep: Class 24 contains 16472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239544.000000 Penalty: 79364.328125
Iteration 360F: 25 clusters Score -1.112395e+08 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 34577 members 
Mstep: Class 3 contains 48897 members 
Mstep: Class 4 contains 45023 members 
Mstep: Class 5 contains 43272 members 
Mstep: Class 6 contains 45393 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45173 members 
Mstep: Class 11 contains 45051 members 
Mstep: Class 12 contains 47564 members 
Mstep: Class 13 contains 46674 members 
Mstep: Class 14 contains 38029 members 
Mstep: Class 15 contains 26292 members 
Mstep: Class 16 contains 42787 members 
Mstep: Class 17 contains 45964 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 31618 members 
Mstep: Class 22 contains 7101 members 
Mstep: Class 23 contains 1216 members 
Mstep: Class 24 contains 16501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239696.000000 Penalty: 79364.328125
Iteration 361Q: 25 clusters Score -1.112397e+08 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 34557 members 
Mstep: Class 3 contains 48895 members 
Mstep: Class 4 contains 45016 members 
Mstep: Class 5 contains 43254 members 
Mstep: Class 6 contains 45426 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45190 members 
Mstep: Class 11 contains 45042 members 
Mstep: Class 12 contains 47541 members 
Mstep: Class 13 contains 46693 members 
Mstep: Class 14 contains 37987 members 
Mstep: Class 15 contains 26295 members 
Mstep: Class 16 contains 42804 members 
Mstep: Class 17 contains 45962 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 31597 members 
Mstep: Class 22 contains 7120 members 
Mstep: Class 23 contains 1216 members 
Mstep: Class 24 contains 16537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239728.000000 Penalty: 79364.328125
Iteration 362Q: 25 clusters Score -1.112397e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 34528 members 
Mstep: Class 3 contains 48894 members 
Mstep: Class 4 contains 45000 members 
Mstep: Class 5 contains 43231 members 
Mstep: Class 6 contains 45453 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45188 members 
Mstep: Class 11 contains 45045 members 
Mstep: Class 12 contains 47531 members 
Mstep: Class 13 contains 46707 members 
Mstep: Class 14 contains 37951 members 
Mstep: Class 15 contains 26296 members 
Mstep: Class 16 contains 42832 members 
Mstep: Class 17 contains 45960 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 31582 members 
Mstep: Class 22 contains 7143 members 
Mstep: Class 23 contains 1217 members 
Mstep: Class 24 contains 16574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239752.000000 Penalty: 79364.328125
Iteration 363Q: 25 clusters Score -1.112398e+08 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 34511 members 
Mstep: Class 3 contains 48895 members 
Mstep: Class 4 contains 44993 members 
Mstep: Class 5 contains 43211 members 
Mstep: Class 6 contains 45477 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45167 members 
Mstep: Class 11 contains 45047 members 
Mstep: Class 12 contains 47547 members 
Mstep: Class 13 contains 46709 members 
Mstep: Class 14 contains 37923 members 
Mstep: Class 15 contains 26296 members 
Mstep: Class 16 contains 42847 members 
Mstep: Class 17 contains 45966 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 31565 members 
Mstep: Class 22 contains 7161 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 16599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239784.000000 Penalty: 79364.328125
Iteration 364Q: 25 clusters Score -1.112398e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 34480 members 
Mstep: Class 3 contains 48898 members 
Mstep: Class 4 contains 45003 members 
Mstep: Class 5 contains 43194 members 
Mstep: Class 6 contains 45477 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45145 members 
Mstep: Class 11 contains 45054 members 
Mstep: Class 12 contains 47562 members 
Mstep: Class 13 contains 46701 members 
Mstep: Class 14 contains 37897 members 
Mstep: Class 15 contains 26300 members 
Mstep: Class 16 contains 42865 members 
Mstep: Class 17 contains 45987 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 31542 members 
Mstep: Class 22 contains 7181 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 16628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239720.000000 Penalty: 79364.328125
Iteration 365Q: 25 clusters Score -1.112397e+08 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 34472 members 
Mstep: Class 3 contains 48911 members 
Mstep: Class 4 contains 45006 members 
Mstep: Class 5 contains 43197 members 
Mstep: Class 6 contains 45474 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45146 members 
Mstep: Class 11 contains 45050 members 
Mstep: Class 12 contains 47530 members 
Mstep: Class 13 contains 46716 members 
Mstep: Class 14 contains 37868 members 
Mstep: Class 15 contains 26305 members 
Mstep: Class 16 contains 42885 members 
Mstep: Class 17 contains 45980 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 31519 members 
Mstep: Class 22 contains 7203 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 16652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239864.000000 Penalty: 79364.328125
Iteration 366Q: 25 clusters Score -1.112399e+08 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 34472 members 
Mstep: Class 3 contains 48919 members 
Mstep: Class 4 contains 45013 members 
Mstep: Class 5 contains 43196 members 
Mstep: Class 6 contains 45446 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45149 members 
Mstep: Class 11 contains 45048 members 
Mstep: Class 12 contains 47525 members 
Mstep: Class 13 contains 46713 members 
Mstep: Class 14 contains 37854 members 
Mstep: Class 15 contains 26308 members 
Mstep: Class 16 contains 42898 members 
Mstep: Class 17 contains 45965 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 31498 members 
Mstep: Class 22 contains 7230 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 16680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239928.000000 Penalty: 79364.328125
Iteration 367Q: 25 clusters Score -1.112399e+08 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 34467 members 
Mstep: Class 3 contains 48917 members 
Mstep: Class 4 contains 45021 members 
Mstep: Class 5 contains 43192 members 
Mstep: Class 6 contains 45447 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45149 members 
Mstep: Class 11 contains 45045 members 
Mstep: Class 12 contains 47523 members 
Mstep: Class 13 contains 46716 members 
Mstep: Class 14 contains 37836 members 
Mstep: Class 15 contains 26312 members 
Mstep: Class 16 contains 42911 members 
Mstep: Class 17 contains 45939 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 31485 members 
Mstep: Class 22 contains 7252 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 16701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240032.000000 Penalty: 79364.328125
Iteration 368Q: 25 clusters Score -1.1124e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 34469 members 
Mstep: Class 3 contains 48925 members 
Mstep: Class 4 contains 45044 members 
Mstep: Class 5 contains 43186 members 
Mstep: Class 6 contains 45428 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45132 members 
Mstep: Class 11 contains 45055 members 
Mstep: Class 12 contains 47536 members 
Mstep: Class 13 contains 46717 members 
Mstep: Class 14 contains 37808 members 
Mstep: Class 15 contains 26310 members 
Mstep: Class 16 contains 42921 members 
Mstep: Class 17 contains 45920 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 31473 members 
Mstep: Class 22 contains 7272 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 16716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240008.000000 Penalty: 79364.328125
Iteration 369Q: 25 clusters Score -1.1124e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 34481 members 
Mstep: Class 3 contains 48932 members 
Mstep: Class 4 contains 45074 members 
Mstep: Class 5 contains 43195 members 
Mstep: Class 6 contains 45415 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45132 members 
Mstep: Class 11 contains 45035 members 
Mstep: Class 12 contains 47536 members 
Mstep: Class 13 contains 46682 members 
Mstep: Class 14 contains 37784 members 
Mstep: Class 15 contains 26313 members 
Mstep: Class 16 contains 42934 members 
Mstep: Class 17 contains 45918 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 31455 members 
Mstep: Class 22 contains 7286 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 16740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239904.000000 Penalty: 79364.328125
Iteration 370Q: 25 clusters Score -1.112399e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 34493 members 
Mstep: Class 3 contains 48957 members 
Mstep: Class 4 contains 45083 members 
Mstep: Class 5 contains 43197 members 
Mstep: Class 6 contains 45390 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45111 members 
Mstep: Class 11 contains 45030 members 
Mstep: Class 12 contains 47548 members 
Mstep: Class 13 contains 46673 members 
Mstep: Class 14 contains 37754 members 
Mstep: Class 15 contains 26313 members 
Mstep: Class 16 contains 42944 members 
Mstep: Class 17 contains 45916 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 31445 members 
Mstep: Class 22 contains 7300 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 16758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240016.000000 Penalty: 79364.328125
Iteration 371Q: 25 clusters Score -1.1124e+08 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 34490 members 
Mstep: Class 3 contains 48993 members 
Mstep: Class 4 contains 45121 members 
Mstep: Class 5 contains 43188 members 
Mstep: Class 6 contains 45383 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45105 members 
Mstep: Class 11 contains 45013 members 
Mstep: Class 12 contains 47524 members 
Mstep: Class 13 contains 46689 members 
Mstep: Class 14 contains 37721 members 
Mstep: Class 15 contains 26318 members 
Mstep: Class 16 contains 42951 members 
Mstep: Class 17 contains 45901 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 31432 members 
Mstep: Class 22 contains 7314 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 16769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240272.000000 Penalty: 79364.328125
Iteration 372Q: 25 clusters Score -1.112403e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 34489 members 
Mstep: Class 3 contains 49021 members 
Mstep: Class 4 contains 45149 members 
Mstep: Class 5 contains 43197 members 
Mstep: Class 6 contains 45382 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45116 members 
Mstep: Class 11 contains 45005 members 
Mstep: Class 12 contains 47481 members 
Mstep: Class 13 contains 46680 members 
Mstep: Class 14 contains 37692 members 
Mstep: Class 15 contains 26320 members 
Mstep: Class 16 contains 42968 members 
Mstep: Class 17 contains 45895 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 31420 members 
Mstep: Class 22 contains 7322 members 
Mstep: Class 23 contains 1220 members 
Mstep: Class 24 contains 16774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240296.000000 Penalty: 79364.328125
Iteration 373Q: 25 clusters Score -1.112403e+08 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 34495 members 
Mstep: Class 3 contains 49049 members 
Mstep: Class 4 contains 45148 members 
Mstep: Class 5 contains 43201 members 
Mstep: Class 6 contains 45370 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45132 members 
Mstep: Class 11 contains 45005 members 
Mstep: Class 12 contains 47438 members 
Mstep: Class 13 contains 46674 members 
Mstep: Class 14 contains 37686 members 
Mstep: Class 15 contains 26322 members 
Mstep: Class 16 contains 42981 members 
Mstep: Class 17 contains 45890 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 31410 members 
Mstep: Class 22 contains 7332 members 
Mstep: Class 23 contains 1220 members 
Mstep: Class 24 contains 16778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240312.000000 Penalty: 79364.328125
Iteration 374Q: 25 clusters Score -1.112403e+08 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 34503 members 
Mstep: Class 3 contains 49066 members 
Mstep: Class 4 contains 45146 members 
Mstep: Class 5 contains 43199 members 
Mstep: Class 6 contains 45342 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45180 members 
Mstep: Class 11 contains 45001 members 
Mstep: Class 12 contains 47401 members 
Mstep: Class 13 contains 46688 members 
Mstep: Class 14 contains 37663 members 
Mstep: Class 15 contains 26326 members 
Mstep: Class 16 contains 42982 members 
Mstep: Class 17 contains 45888 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 31404 members 
Mstep: Class 22 contains 7339 members 
Mstep: Class 23 contains 1220 members 
Mstep: Class 24 contains 16783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240384.000000 Penalty: 79364.328125
Iteration 375Q: 25 clusters Score -1.112404e+08 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 34511 members 
Mstep: Class 3 contains 49059 members 
Mstep: Class 4 contains 45127 members 
Mstep: Class 5 contains 43226 members 
Mstep: Class 6 contains 45326 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45213 members 
Mstep: Class 11 contains 44996 members 
Mstep: Class 12 contains 47392 members 
Mstep: Class 13 contains 46686 members 
Mstep: Class 14 contains 37649 members 
Mstep: Class 15 contains 26331 members 
Mstep: Class 16 contains 42971 members 
Mstep: Class 17 contains 45891 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 31396 members 
Mstep: Class 22 contains 7346 members 
Mstep: Class 23 contains 1220 members 
Mstep: Class 24 contains 16791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240488.000000 Penalty: 79364.328125
Iteration 376Q: 25 clusters Score -1.112405e+08 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 34508 members 
Mstep: Class 3 contains 49056 members 
Mstep: Class 4 contains 45123 members 
Mstep: Class 5 contains 43239 members 
Mstep: Class 6 contains 45288 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45264 members 
Mstep: Class 11 contains 44984 members 
Mstep: Class 12 contains 47388 members 
Mstep: Class 13 contains 46699 members 
Mstep: Class 14 contains 37629 members 
Mstep: Class 15 contains 26336 members 
Mstep: Class 16 contains 42966 members 
Mstep: Class 17 contains 45888 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 31386 members 
Mstep: Class 22 contains 7356 members 
Mstep: Class 23 contains 1220 members 
Mstep: Class 24 contains 16801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240288.000000 Penalty: 79364.328125
Iteration 377Q: 25 clusters Score -1.112403e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 34505 members 
Mstep: Class 3 contains 49054 members 
Mstep: Class 4 contains 45121 members 
Mstep: Class 5 contains 43250 members 
Mstep: Class 6 contains 45242 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45303 members 
Mstep: Class 11 contains 44980 members 
Mstep: Class 12 contains 47392 members 
Mstep: Class 13 contains 46723 members 
Mstep: Class 14 contains 37607 members 
Mstep: Class 15 contains 26345 members 
Mstep: Class 16 contains 42962 members 
Mstep: Class 17 contains 45881 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 31373 members 
Mstep: Class 22 contains 7363 members 
Mstep: Class 23 contains 1220 members 
Mstep: Class 24 contains 16810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240240.000000 Penalty: 79364.328125
Iteration 378Q: 25 clusters Score -1.112402e+08 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 34482 members 
Mstep: Class 3 contains 49067 members 
Mstep: Class 4 contains 45136 members 
Mstep: Class 5 contains 43261 members 
Mstep: Class 6 contains 45227 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45316 members 
Mstep: Class 11 contains 44983 members 
Mstep: Class 12 contains 47365 members 
Mstep: Class 13 contains 46741 members 
Mstep: Class 14 contains 37588 members 
Mstep: Class 15 contains 26347 members 
Mstep: Class 16 contains 42963 members 
Mstep: Class 17 contains 45872 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 31368 members 
Mstep: Class 22 contains 7372 members 
Mstep: Class 23 contains 1221 members 
Mstep: Class 24 contains 16822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240136.000000 Penalty: 79364.328125
Iteration 379Q: 25 clusters Score -1.112401e+08 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 34478 members 
Mstep: Class 3 contains 49066 members 
Mstep: Class 4 contains 45111 members 
Mstep: Class 5 contains 43280 members 
Mstep: Class 6 contains 45218 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45357 members 
Mstep: Class 11 contains 44996 members 
Mstep: Class 12 contains 47336 members 
Mstep: Class 13 contains 46755 members 
Mstep: Class 14 contains 37556 members 
Mstep: Class 15 contains 26352 members 
Mstep: Class 16 contains 42964 members 
Mstep: Class 17 contains 45865 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 31363 members 
Mstep: Class 22 contains 7377 members 
Mstep: Class 23 contains 1221 members 
Mstep: Class 24 contains 16836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240112.000000 Penalty: 79364.328125
Iteration 380F: 25 clusters Score -1.112401e+08 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 34468 members 
Mstep: Class 3 contains 49059 members 
Mstep: Class 4 contains 45079 members 
Mstep: Class 5 contains 43300 members 
Mstep: Class 6 contains 45196 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45408 members 
Mstep: Class 11 contains 45003 members 
Mstep: Class 12 contains 47313 members 
Mstep: Class 13 contains 46753 members 
Mstep: Class 14 contains 37541 members 
Mstep: Class 15 contains 26365 members 
Mstep: Class 16 contains 42974 members 
Mstep: Class 17 contains 45863 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 31353 members 
Mstep: Class 22 contains 7384 members 
Mstep: Class 23 contains 1221 members 
Mstep: Class 24 contains 16851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240064.000000 Penalty: 79364.328125
Iteration 381Q: 25 clusters Score -1.112401e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 34459 members 
Mstep: Class 3 contains 49071 members 
Mstep: Class 4 contains 45076 members 
Mstep: Class 5 contains 43304 members 
Mstep: Class 6 contains 45200 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45425 members 
Mstep: Class 11 contains 44999 members 
Mstep: Class 12 contains 47299 members 
Mstep: Class 13 contains 46729 members 
Mstep: Class 14 contains 37522 members 
Mstep: Class 15 contains 26370 members 
Mstep: Class 16 contains 42994 members 
Mstep: Class 17 contains 45866 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 31341 members 
Mstep: Class 22 contains 7387 members 
Mstep: Class 23 contains 1221 members 
Mstep: Class 24 contains 16868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240080.000000 Penalty: 79364.328125
Iteration 382Q: 25 clusters Score -1.112401e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34462 members 
Mstep: Class 3 contains 49080 members 
Mstep: Class 4 contains 45080 members 
Mstep: Class 5 contains 43288 members 
Mstep: Class 6 contains 45199 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45445 members 
Mstep: Class 11 contains 45001 members 
Mstep: Class 12 contains 47285 members 
Mstep: Class 13 contains 46721 members 
Mstep: Class 14 contains 37504 members 
Mstep: Class 15 contains 26373 members 
Mstep: Class 16 contains 43006 members 
Mstep: Class 17 contains 45864 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 31333 members 
Mstep: Class 22 contains 7390 members 
Mstep: Class 23 contains 1221 members 
Mstep: Class 24 contains 16878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240016.000000 Penalty: 79364.328125
Iteration 383Q: 25 clusters Score -1.1124e+08 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34464 members 
Mstep: Class 3 contains 49098 members 
Mstep: Class 4 contains 45103 members 
Mstep: Class 5 contains 43286 members 
Mstep: Class 6 contains 45183 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45484 members 
Mstep: Class 11 contains 44996 members 
Mstep: Class 12 contains 47266 members 
Mstep: Class 13 contains 46698 members 
Mstep: Class 14 contains 37486 members 
Mstep: Class 15 contains 26376 members 
Mstep: Class 16 contains 42998 members 
Mstep: Class 17 contains 45869 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 31322 members 
Mstep: Class 22 contains 7391 members 
Mstep: Class 23 contains 1221 members 
Mstep: Class 24 contains 16889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240144.000000 Penalty: 79364.328125
Iteration 384Q: 25 clusters Score -1.112401e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34456 members 
Mstep: Class 3 contains 49105 members 
Mstep: Class 4 contains 45110 members 
Mstep: Class 5 contains 43293 members 
Mstep: Class 6 contains 45159 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45487 members 
Mstep: Class 11 contains 45005 members 
Mstep: Class 12 contains 47278 members 
Mstep: Class 13 contains 46690 members 
Mstep: Class 14 contains 37463 members 
Mstep: Class 15 contains 26379 members 
Mstep: Class 16 contains 43004 members 
Mstep: Class 17 contains 45874 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 31307 members 
Mstep: Class 22 contains 7395 members 
Mstep: Class 23 contains 1221 members 
Mstep: Class 24 contains 16904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240120.000000 Penalty: 79364.328125
Iteration 385Q: 25 clusters Score -1.112401e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34452 members 
Mstep: Class 3 contains 49126 members 
Mstep: Class 4 contains 45091 members 
Mstep: Class 5 contains 43287 members 
Mstep: Class 6 contains 45153 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45495 members 
Mstep: Class 11 contains 45005 members 
Mstep: Class 12 contains 47256 members 
Mstep: Class 13 contains 46695 members 
Mstep: Class 14 contains 37445 members 
Mstep: Class 15 contains 26382 members 
Mstep: Class 16 contains 43022 members 
Mstep: Class 17 contains 45886 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 31297 members 
Mstep: Class 22 contains 7401 members 
Mstep: Class 23 contains 1222 members 
Mstep: Class 24 contains 16915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240104.000000 Penalty: 79364.328125
Iteration 386Q: 25 clusters Score -1.112401e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34444 members 
Mstep: Class 3 contains 49135 members 
Mstep: Class 4 contains 45092 members 
Mstep: Class 5 contains 43292 members 
Mstep: Class 6 contains 45163 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45503 members 
Mstep: Class 11 contains 45004 members 
Mstep: Class 12 contains 47241 members 
Mstep: Class 13 contains 46697 members 
Mstep: Class 14 contains 37421 members 
Mstep: Class 15 contains 26383 members 
Mstep: Class 16 contains 43030 members 
Mstep: Class 17 contains 45887 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 31284 members 
Mstep: Class 22 contains 7405 members 
Mstep: Class 23 contains 1222 members 
Mstep: Class 24 contains 16927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240080.000000 Penalty: 79364.328125
Iteration 387Q: 25 clusters Score -1.112401e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34451 members 
Mstep: Class 3 contains 49141 members 
Mstep: Class 4 contains 45086 members 
Mstep: Class 5 contains 43295 members 
Mstep: Class 6 contains 45153 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45516 members 
Mstep: Class 11 contains 45006 members 
Mstep: Class 12 contains 47242 members 
Mstep: Class 13 contains 46708 members 
Mstep: Class 14 contains 37396 members 
Mstep: Class 15 contains 26388 members 
Mstep: Class 16 contains 43038 members 
Mstep: Class 17 contains 45881 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 31262 members 
Mstep: Class 22 contains 7409 members 
Mstep: Class 23 contains 1222 members 
Mstep: Class 24 contains 16936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240376.000000 Penalty: 79364.328125
Iteration 388Q: 25 clusters Score -1.112404e+08 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34454 members 
Mstep: Class 3 contains 49135 members 
Mstep: Class 4 contains 45063 members 
Mstep: Class 5 contains 43299 members 
Mstep: Class 6 contains 45151 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45526 members 
Mstep: Class 11 contains 45012 members 
Mstep: Class 12 contains 47259 members 
Mstep: Class 13 contains 46702 members 
Mstep: Class 14 contains 37362 members 
Mstep: Class 15 contains 26392 members 
Mstep: Class 16 contains 43047 members 
Mstep: Class 17 contains 45884 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 31260 members 
Mstep: Class 22 contains 7415 members 
Mstep: Class 23 contains 1222 members 
Mstep: Class 24 contains 16947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240328.000000 Penalty: 79364.328125
Iteration 389Q: 25 clusters Score -1.112403e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34459 members 
Mstep: Class 3 contains 49121 members 
Mstep: Class 4 contains 45057 members 
Mstep: Class 5 contains 43311 members 
Mstep: Class 6 contains 45150 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45539 members 
Mstep: Class 11 contains 45013 members 
Mstep: Class 12 contains 47253 members 
Mstep: Class 13 contains 46709 members 
Mstep: Class 14 contains 37324 members 
Mstep: Class 15 contains 26393 members 
Mstep: Class 16 contains 43059 members 
Mstep: Class 17 contains 45882 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 31253 members 
Mstep: Class 22 contains 7427 members 
Mstep: Class 23 contains 1222 members 
Mstep: Class 24 contains 16958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240456.000000 Penalty: 79364.328125
Iteration 390Q: 25 clusters Score -1.112405e+08 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34464 members 
Mstep: Class 3 contains 49113 members 
Mstep: Class 4 contains 45038 members 
Mstep: Class 5 contains 43312 members 
Mstep: Class 6 contains 45164 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45544 members 
Mstep: Class 11 contains 45007 members 
Mstep: Class 12 contains 47250 members 
Mstep: Class 13 contains 46713 members 
Mstep: Class 14 contains 37294 members 
Mstep: Class 15 contains 26390 members 
Mstep: Class 16 contains 43073 members 
Mstep: Class 17 contains 45892 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 31244 members 
Mstep: Class 22 contains 7441 members 
Mstep: Class 23 contains 1222 members 
Mstep: Class 24 contains 16969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240552.000000 Penalty: 79364.328125
Iteration 391Q: 25 clusters Score -1.112406e+08 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34472 members 
Mstep: Class 3 contains 49096 members 
Mstep: Class 4 contains 45036 members 
Mstep: Class 5 contains 43293 members 
Mstep: Class 6 contains 45173 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45537 members 
Mstep: Class 11 contains 45002 members 
Mstep: Class 12 contains 47257 members 
Mstep: Class 13 contains 46717 members 
Mstep: Class 14 contains 37268 members 
Mstep: Class 15 contains 26395 members 
Mstep: Class 16 contains 43096 members 
Mstep: Class 17 contains 45903 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 31233 members 
Mstep: Class 22 contains 7453 members 
Mstep: Class 23 contains 1222 members 
Mstep: Class 24 contains 16977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240560.000000 Penalty: 79364.328125
Iteration 392Q: 25 clusters Score -1.112406e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34476 members 
Mstep: Class 3 contains 49074 members 
Mstep: Class 4 contains 45016 members 
Mstep: Class 5 contains 43269 members 
Mstep: Class 6 contains 45171 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45514 members 
Mstep: Class 11 contains 45005 members 
Mstep: Class 12 contains 47265 members 
Mstep: Class 13 contains 46736 members 
Mstep: Class 14 contains 37246 members 
Mstep: Class 15 contains 26397 members 
Mstep: Class 16 contains 43137 members 
Mstep: Class 17 contains 45913 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 31224 members 
Mstep: Class 22 contains 7463 members 
Mstep: Class 23 contains 1222 members 
Mstep: Class 24 contains 17002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240368.000000 Penalty: 79364.328125
Iteration 393Q: 25 clusters Score -1.112404e+08 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34475 members 
Mstep: Class 3 contains 49055 members 
Mstep: Class 4 contains 44999 members 
Mstep: Class 5 contains 43270 members 
Mstep: Class 6 contains 45168 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45538 members 
Mstep: Class 11 contains 45009 members 
Mstep: Class 12 contains 47261 members 
Mstep: Class 13 contains 46741 members 
Mstep: Class 14 contains 37227 members 
Mstep: Class 15 contains 26398 members 
Mstep: Class 16 contains 43142 members 
Mstep: Class 17 contains 45913 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 31215 members 
Mstep: Class 22 contains 7471 members 
Mstep: Class 23 contains 1222 members 
Mstep: Class 24 contains 17026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240424.000000 Penalty: 79364.328125
Iteration 394Q: 25 clusters Score -1.112404e+08 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34479 members 
Mstep: Class 3 contains 49041 members 
Mstep: Class 4 contains 44998 members 
Mstep: Class 5 contains 43254 members 
Mstep: Class 6 contains 45169 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45556 members 
Mstep: Class 11 contains 45014 members 
Mstep: Class 12 contains 47248 members 
Mstep: Class 13 contains 46739 members 
Mstep: Class 14 contains 37218 members 
Mstep: Class 15 contains 26397 members 
Mstep: Class 16 contains 43153 members 
Mstep: Class 17 contains 45910 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 31209 members 
Mstep: Class 22 contains 7476 members 
Mstep: Class 23 contains 1222 members 
Mstep: Class 24 contains 17047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240480.000000 Penalty: 79364.328125
Iteration 395Q: 25 clusters Score -1.112405e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34475 members 
Mstep: Class 3 contains 49046 members 
Mstep: Class 4 contains 44996 members 
Mstep: Class 5 contains 43238 members 
Mstep: Class 6 contains 45181 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45538 members 
Mstep: Class 11 contains 45012 members 
Mstep: Class 12 contains 47262 members 
Mstep: Class 13 contains 46749 members 
Mstep: Class 14 contains 37190 members 
Mstep: Class 15 contains 26404 members 
Mstep: Class 16 contains 43163 members 
Mstep: Class 17 contains 45913 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 31196 members 
Mstep: Class 22 contains 7486 members 
Mstep: Class 23 contains 1222 members 
Mstep: Class 24 contains 17059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240424.000000 Penalty: 79364.328125
Iteration 396Q: 25 clusters Score -1.112404e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34479 members 
Mstep: Class 3 contains 49051 members 
Mstep: Class 4 contains 45001 members 
Mstep: Class 5 contains 43244 members 
Mstep: Class 6 contains 45196 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45532 members 
Mstep: Class 11 contains 45015 members 
Mstep: Class 12 contains 47252 members 
Mstep: Class 13 contains 46741 members 
Mstep: Class 14 contains 37167 members 
Mstep: Class 15 contains 26405 members 
Mstep: Class 16 contains 43164 members 
Mstep: Class 17 contains 45914 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 31183 members 
Mstep: Class 22 contains 7492 members 
Mstep: Class 23 contains 1222 members 
Mstep: Class 24 contains 17072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240456.000000 Penalty: 79364.328125
Iteration 397Q: 25 clusters Score -1.112405e+08 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34484 members 
Mstep: Class 3 contains 49039 members 
Mstep: Class 4 contains 44981 members 
Mstep: Class 5 contains 43247 members 
Mstep: Class 6 contains 45198 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45515 members 
Mstep: Class 11 contains 45010 members 
Mstep: Class 12 contains 47280 members 
Mstep: Class 13 contains 46752 members 
Mstep: Class 14 contains 37144 members 
Mstep: Class 15 contains 26410 members 
Mstep: Class 16 contains 43169 members 
Mstep: Class 17 contains 45909 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 31174 members 
Mstep: Class 22 contains 7503 members 
Mstep: Class 23 contains 1222 members 
Mstep: Class 24 contains 17093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240344.000000 Penalty: 79364.328125
Iteration 398Q: 25 clusters Score -1.112403e+08 nChanged 573
Entering ConstructFrom: 
Score: -111240344.000000 Penalty: 79364.328125
Entering ConstructFrom: 
Trying to split cluster 1 (2549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Entering Unmasked Estep 
Score: -431578.156250 Penalty: 1945.177124
	Iteration 0F: 2 clusters Score -431578.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -428630.968750 Penalty: 3890.354248
	Iteration 0F: 3 clusters Score -428631 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -429376.781250 Penalty: 3890.354248
	Iteration 1F: 3 clusters Score -429376.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -429653.500000 Penalty: 3890.354248
	Iteration 2F: 3 clusters Score -429653.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -429816.750000 Penalty: 3890.354248
	Iteration 3F: 3 clusters Score -429816.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -429957.968750 Penalty: 3890.354248
	Iteration 4Q: 3 clusters Score -429958 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -430068.500000 Penalty: 3890.354248
	Iteration 5Q: 3 clusters Score -430068.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -430181.843750 Penalty: 3890.354248
	Iteration 6Q: 3 clusters Score -430181.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -430277.531250 Penalty: 3890.354248
	Iteration 7Q: 3 clusters Score -430277.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -430359.343750 Penalty: 3890.354248
	Iteration 8Q: 3 clusters Score -430359.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -430470.562500 Penalty: 3890.354248
	Iteration 9Q: 3 clusters Score -430470.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -430568.406250 Penalty: 3890.354248
	Iteration 10Q: 3 clusters Score -430568.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -430619.718750 Penalty: 3890.354248
	Iteration 11Q: 3 clusters Score -430619.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -430665.750000 Penalty: 3890.354248
	Iteration 12Q: 3 clusters Score -430665.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -430727.000000 Penalty: 3890.354248
	Iteration 13Q: 3 clusters Score -430727 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -430762.656250 Penalty: 3890.354248
	Iteration 14Q: 3 clusters Score -430762.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -430802.500000 Penalty: 3890.354248
	Iteration 15Q: 3 clusters Score -430802.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -430835.843750 Penalty: 3890.354248
	Iteration 16Q: 3 clusters Score -430835.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -430864.125000 Penalty: 3890.354248
	Iteration 17Q: 3 clusters Score -430864.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -430892.312500 Penalty: 3890.354248
	Iteration 18Q: 3 clusters Score -430892.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -430915.687500 Penalty: 3890.354248
	Iteration 19Q: 3 clusters Score -430915.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -430958.281250 Penalty: 3890.354248
	Iteration 20F: 3 clusters Score -430958.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -431022.093750 Penalty: 3890.354248
	Iteration 21Q: 3 clusters Score -431022.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -431137.312500 Penalty: 3890.354248
	Iteration 22Q: 3 clusters Score -431137.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -431216.750000 Penalty: 3890.354248
	Iteration 23Q: 3 clusters Score -431216.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -431294.500000 Penalty: 3890.354248
	Iteration 24Q: 3 clusters Score -431294.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -431332.062500 Penalty: 3890.354248
	Iteration 25Q: 3 clusters Score -431332.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -431353.750000 Penalty: 3890.354248
	Iteration 26Q: 3 clusters Score -431353.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -431374.937500 Penalty: 3890.354248
	Iteration 27Q: 3 clusters Score -431374.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -431393.281250 Penalty: 3890.354248
	Iteration 28Q: 3 clusters Score -431393.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -431405.718750 Penalty: 3890.354248
	Iteration 29Q: 3 clusters Score -431405.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -431412.218750 Penalty: 3890.354248
	Iteration 30Q: 3 clusters Score -431412.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -431414.125000 Penalty: 3890.354248
	Iteration 31Q: 3 clusters Score -431414.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -431417.750000 Penalty: 3890.354248
	Iteration 32Q: 3 clusters Score -431417.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -431420.250000 Penalty: 3890.354248
	Iteration 33Q: 3 clusters Score -431420.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -431421.468750 Penalty: 3890.354248
	Iteration 34Q: 3 clusters Score -431421.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -431422.343750 Penalty: 3890.354248
	Iteration 35Q: 3 clusters Score -431422.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -431423.593750 Penalty: 3890.354248
	Iteration 36Q: 3 clusters Score -431423.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -431425.500000 Penalty: 3890.354248
	Iteration 37Q: 3 clusters Score -431425.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -431426.218750 Penalty: 3890.354248
	Iteration 38Q: 3 clusters Score -431426.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -431425.781250 Penalty: 3890.354248
	Iteration 39Q: 3 clusters Score -431425.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -431425.781250 Penalty: 3890.354248
	Iteration 40F: 3 clusters Score -431425.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Entering Unmasked Estep 
Score: -6281818.000000 Penalty: 2591.187744
	Iteration 0F: 2 clusters Score -6281818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -6258323.500000 Penalty: 5182.375488
	Iteration 0F: 3 clusters Score -6258324 nChanged 15618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -6266758.000000 Penalty: 5182.375488
	Iteration 1F: 3 clusters Score -6266758 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -6267168.500000 Penalty: 5182.375488
	Iteration 2Q: 3 clusters Score -6267168 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -6267509.500000 Penalty: 5182.375488
	Iteration 3Q: 3 clusters Score -6267510 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -6267775.000000 Penalty: 5182.375488
	Iteration 4Q: 3 clusters Score -6267775 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -6268082.500000 Penalty: 5182.375488
	Iteration 5Q: 3 clusters Score -6268082 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -6268438.000000 Penalty: 5182.375488
	Iteration 6Q: 3 clusters Score -6268438 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -6268855.500000 Penalty: 5182.375488
	Iteration 7Q: 3 clusters Score -6268856 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -6269556.000000 Penalty: 5182.375488
	Iteration 8Q: 3 clusters Score -6269556 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -6270575.000000 Penalty: 5182.375488
	Iteration 9F: 3 clusters Score -6270575 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 26224 members 
Entering Unmasked Estep 
Score: -6272223.000000 Penalty: 5182.375488
	Iteration 10F: 3 clusters Score -6272223 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -6274422.500000 Penalty: 5182.375488
	Iteration 11F: 3 clusters Score -6274422 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -6276491.000000 Penalty: 5182.375488
	Iteration 12F: 3 clusters Score -6276491 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -6277969.500000 Penalty: 5182.375488
	Iteration 13Q: 3 clusters Score -6277970 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -6278774.000000 Penalty: 5182.375488
	Iteration 14Q: 3 clusters Score -6278774 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 33722 members 
Entering Unmasked Estep 
Score: -6279186.000000 Penalty: 5182.375488
	Iteration 15Q: 3 clusters Score -6279186 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -6279417.000000 Penalty: 5182.375488
	Iteration 16Q: 3 clusters Score -6279417 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -6279565.000000 Penalty: 5182.375488
	Iteration 17Q: 3 clusters Score -6279565 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -6279620.500000 Penalty: 5182.375488
	Iteration 18Q: 3 clusters Score -6279620 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -6279664.000000 Penalty: 5182.375488
	Iteration 19Q: 3 clusters Score -6279664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 34018 members 
Entering Unmasked Estep 
Score: -6279679.000000 Penalty: 5182.375488
	Iteration 20F: 3 clusters Score -6279679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -6279703.500000 Penalty: 5182.375488
	Iteration 21Q: 3 clusters Score -6279704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 34028 members 
Entering Unmasked Estep 
Score: -6279712.500000 Penalty: 5182.375488
	Iteration 22Q: 3 clusters Score -6279712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
Score: -6279730.000000 Penalty: 5182.375488
	Iteration 23Q: 3 clusters Score -6279730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -6279735.500000 Penalty: 5182.375488
	Iteration 24Q: 3 clusters Score -6279736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -6279749.500000 Penalty: 5182.375488
	Iteration 25Q: 3 clusters Score -6279750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -6279757.000000 Penalty: 5182.375488
	Iteration 26Q: 3 clusters Score -6279757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 34041 members 
Entering Unmasked Estep 
Score: -6279756.500000 Penalty: 5182.375488
	Iteration 27Q: 3 clusters Score -6279756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -6279773.500000 Penalty: 5182.375488
	Iteration 28Q: 3 clusters Score -6279774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -6279769.500000 Penalty: 5182.375488
	Iteration 29Q: 3 clusters Score -6279770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -6279771.500000 Penalty: 5182.375488
	Iteration 30Q: 3 clusters Score -6279772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -6279776.500000 Penalty: 5182.375488
	Iteration 31Q: 3 clusters Score -6279776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -6279777.000000 Penalty: 5182.375488
	Iteration 32Q: 3 clusters Score -6279777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -6279777.000000 Penalty: 5182.375488
	Iteration 33Q: 3 clusters Score -6279777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -6279779.000000 Penalty: 5182.375488
	Iteration 34Q: 3 clusters Score -6279779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -6279780.500000 Penalty: 5182.375488
	Iteration 35Q: 3 clusters Score -6279780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -6279783.500000 Penalty: 5182.375488
	Iteration 36Q: 3 clusters Score -6279784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -6279782.500000 Penalty: 5182.375488
	Iteration 37Q: 3 clusters Score -6279782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -6279782.500000 Penalty: 5182.375488
	Iteration 38Q: 3 clusters Score -6279782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -6279782.500000 Penalty: 5182.375488
	Iteration 39F: 3 clusters Score -6279782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (49037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49037 members 
Entering Unmasked Estep 
Score: -8974456.000000 Penalty: 2678.481934
	Iteration 0F: 2 clusters Score -8974456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -8943691.000000 Penalty: 5356.963867
	Iteration 0F: 3 clusters Score -8943691 nChanged 22376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -8956069.000000 Penalty: 5356.963867
	Iteration 1F: 3 clusters Score -8956069 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -8956657.000000 Penalty: 5356.963867
	Iteration 2Q: 3 clusters Score -8956657 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -8957356.000000 Penalty: 5356.963867
	Iteration 3Q: 3 clusters Score -8957356 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -8958063.000000 Penalty: 5356.963867
	Iteration 4Q: 3 clusters Score -8958063 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -8958991.000000 Penalty: 5356.963867
	Iteration 5Q: 3 clusters Score -8958991 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 31541 members 
Entering Unmasked Estep 
Score: -8960227.000000 Penalty: 5356.963867
	Iteration 6F: 3 clusters Score -8960227 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 34137 members 
Entering Unmasked Estep 
Score: -8962115.000000 Penalty: 5356.963867
	Iteration 7F: 3 clusters Score -8962115 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -8964451.000000 Penalty: 5356.963867
	Iteration 8F: 3 clusters Score -8964451 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 40042 members 
Entering Unmasked Estep 
Score: -8966928.000000 Penalty: 5356.963867
	Iteration 9F: 3 clusters Score -8966928 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 42448 members 
Entering Unmasked Estep 
Score: -8968819.000000 Penalty: 5356.963867
	Iteration 10F: 3 clusters Score -8968819 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 44123 members 
Entering Unmasked Estep 
Score: -8969999.000000 Penalty: 5356.963867
	Iteration 11Q: 3 clusters Score -8969999 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -8970782.000000 Penalty: 5356.963867
	Iteration 12Q: 3 clusters Score -8970782 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 46127 members 
Entering Unmasked Estep 
Score: -8971237.000000 Penalty: 5356.963867
	Iteration 13Q: 3 clusters Score -8971237 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 46755 members 
Entering Unmasked Estep 
Score: -8971602.000000 Penalty: 5356.963867
	Iteration 14Q: 3 clusters Score -8971602 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 47213 members 
Entering Unmasked Estep 
Score: -8971822.000000 Penalty: 5356.963867
	Iteration 15Q: 3 clusters Score -8971822 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 47576 members 
Entering Unmasked Estep 
Score: -8971985.000000 Penalty: 5356.963867
	Iteration 16Q: 3 clusters Score -8971985 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 47820 members 
Entering Unmasked Estep 
Score: -8972086.000000 Penalty: 5356.963867
	Iteration 17Q: 3 clusters Score -8972086 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 47986 members 
Entering Unmasked Estep 
Score: -8972156.000000 Penalty: 5356.963867
	Iteration 18Q: 3 clusters Score -8972156 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 48099 members 
Entering Unmasked Estep 
Score: -8972166.000000 Penalty: 5356.963867
	Iteration 19Q: 3 clusters Score -8972166 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 48186 members 
Entering Unmasked Estep 
Score: -8972217.000000 Penalty: 5356.963867
	Iteration 20F: 3 clusters Score -8972217 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 48266 members 
Entering Unmasked Estep 
Score: -8972243.000000 Penalty: 5356.963867
	Iteration 21Q: 3 clusters Score -8972243 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 48335 members 
Entering Unmasked Estep 
Score: -8972264.000000 Penalty: 5356.963867
	Iteration 22Q: 3 clusters Score -8972264 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 48384 members 
Entering Unmasked Estep 
Score: -8972285.000000 Penalty: 5356.963867
	Iteration 23Q: 3 clusters Score -8972285 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 48418 members 
Entering Unmasked Estep 
Score: -8972297.000000 Penalty: 5356.963867
	Iteration 24Q: 3 clusters Score -8972297 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 48441 members 
Entering Unmasked Estep 
Score: -8972301.000000 Penalty: 5356.963867
	Iteration 25Q: 3 clusters Score -8972301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 48458 members 
Entering Unmasked Estep 
Score: -8972298.000000 Penalty: 5356.963867
	Iteration 26Q: 3 clusters Score -8972298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 48474 members 
Entering Unmasked Estep 
Score: -8972320.000000 Penalty: 5356.963867
	Iteration 27Q: 3 clusters Score -8972320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 48479 members 
Entering Unmasked Estep 
Score: -8972322.000000 Penalty: 5356.963867
	Iteration 28Q: 3 clusters Score -8972322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 48487 members 
Entering Unmasked Estep 
Score: -8972332.000000 Penalty: 5356.963867
	Iteration 29Q: 3 clusters Score -8972332 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 48493 members 
Entering Unmasked Estep 
Score: -8972319.000000 Penalty: 5356.963867
	Iteration 30Q: 3 clusters Score -8972319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 48496 members 
Entering Unmasked Estep 
Score: -8972331.000000 Penalty: 5356.963867
	Iteration 31Q: 3 clusters Score -8972331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 48499 members 
Entering Unmasked Estep 
Score: -8972330.000000 Penalty: 5356.963867
	Iteration 32Q: 3 clusters Score -8972330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 48501 members 
Entering Unmasked Estep 
Score: -8972341.000000 Penalty: 5356.963867
	Iteration 33Q: 3 clusters Score -8972341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 48505 members 
Entering Unmasked Estep 
Score: -8972349.000000 Penalty: 5356.963867
	Iteration 34Q: 3 clusters Score -8972349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 48512 members 
Entering Unmasked Estep 
Score: -8972347.000000 Penalty: 5356.963867
	Iteration 35Q: 3 clusters Score -8972347 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 48524 members 
Entering Unmasked Estep 
Score: -8972355.000000 Penalty: 5356.963867
	Iteration 36Q: 3 clusters Score -8972355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 48532 members 
Entering Unmasked Estep 
Score: -8972345.000000 Penalty: 5356.963867
	Iteration 37Q: 3 clusters Score -8972345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 48535 members 
Entering Unmasked Estep 
Score: -8972351.000000 Penalty: 5356.963867
	Iteration 38Q: 3 clusters Score -8972351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 48540 members 
Entering Unmasked Estep 
Score: -8972350.000000 Penalty: 5356.963867
	Iteration 39Q: 3 clusters Score -8972350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 48543 members 
Entering Unmasked Estep 
Score: -8972347.000000 Penalty: 5356.963867
	Iteration 40F: 3 clusters Score -8972347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 48545 members 
Entering Unmasked Estep 
Score: -8972347.000000 Penalty: 5356.963867
	Iteration 41Q: 3 clusters Score -8972347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 48545 members 
Entering Unmasked Estep 
Score: -8972347.000000 Penalty: 5356.963867
	Iteration 42F: 3 clusters Score -8972347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Entering Unmasked Estep 
Score: -8319538.500000 Penalty: 2657.087402
	Iteration 0F: 2 clusters Score -8319538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -8290609.500000 Penalty: 5314.174805
	Iteration 0F: 3 clusters Score -8290610 nChanged 20538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -8301608.500000 Penalty: 5314.174805
	Iteration 1F: 3 clusters Score -8301608 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -8302094.000000 Penalty: 5314.174805
	Iteration 2Q: 3 clusters Score -8302094 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -8302614.000000 Penalty: 5314.174805
	Iteration 3Q: 3 clusters Score -8302614 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -8303076.500000 Penalty: 5314.174805
	Iteration 4Q: 3 clusters Score -8303076 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 25697 members 
Entering Unmasked Estep 
Score: -8303570.000000 Penalty: 5314.174805
	Iteration 5Q: 3 clusters Score -8303570 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 27039 members 
Entering Unmasked Estep 
Score: -8304295.000000 Penalty: 5314.174805
	Iteration 6Q: 3 clusters Score -8304295 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -8305340.000000 Penalty: 5314.174805
	Iteration 7Q: 3 clusters Score -8305340 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -8306836.000000 Penalty: 5314.174805
	Iteration 8F: 3 clusters Score -8306836 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -8308909.000000 Penalty: 5314.174805
	Iteration 9F: 3 clusters Score -8308909 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -8311494.000000 Penalty: 5314.174805
	Iteration 10F: 3 clusters Score -8311494 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 40063 members 
Entering Unmasked Estep 
Score: -8313906.000000 Penalty: 5314.174805
	Iteration 11F: 3 clusters Score -8313906 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -8315708.000000 Penalty: 5314.174805
	Iteration 12Q: 3 clusters Score -8315708 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -8316549.000000 Penalty: 5314.174805
	Iteration 13Q: 3 clusters Score -8316549 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 44152 members 
Entering Unmasked Estep 
Score: -8316912.000000 Penalty: 5314.174805
	Iteration 14Q: 3 clusters Score -8316912 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -8317095.500000 Penalty: 5314.174805
	Iteration 15Q: 3 clusters Score -8317096 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -8317179.500000 Penalty: 5314.174805
	Iteration 16Q: 3 clusters Score -8317180 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 44644 members 
Entering Unmasked Estep 
Score: -8317231.000000 Penalty: 5314.174805
	Iteration 17Q: 3 clusters Score -8317231 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 44682 members 
Entering Unmasked Estep 
Score: -8317282.000000 Penalty: 5314.174805
	Iteration 18Q: 3 clusters Score -8317282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 44699 members 
Entering Unmasked Estep 
Score: -8317294.500000 Penalty: 5314.174805
	Iteration 19Q: 3 clusters Score -8317294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 44705 members 
Entering Unmasked Estep 
Score: -8317302.000000 Penalty: 5314.174805
	Iteration 20F: 3 clusters Score -8317302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 44709 members 
Entering Unmasked Estep 
Score: -8317306.500000 Penalty: 5314.174805
	Iteration 21Q: 3 clusters Score -8317306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 44713 members 
Entering Unmasked Estep 
Score: -8317304.000000 Penalty: 5314.174805
	Iteration 22Q: 3 clusters Score -8317304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 44714 members 
Entering Unmasked Estep 
Score: -8317308.500000 Penalty: 5314.174805
	Iteration 23Q: 3 clusters Score -8317308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 44714 members 
Entering Unmasked Estep 
Score: -8317308.500000 Penalty: 5314.174805
	Iteration 24F: 3 clusters Score -8317308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Entering Unmasked Estep 
Score: -7975262.000000 Penalty: 2647.287109
	Iteration 0F: 2 clusters Score -7975262 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 21732 members 
Entering Unmasked Estep 
Score: -7946903.000000 Penalty: 5294.574219
	Iteration 0F: 3 clusters Score -7946903 nChanged 19843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -7958298.500000 Penalty: 5294.574219
	Iteration 1F: 3 clusters Score -7958298 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -7959039.000000 Penalty: 5294.574219
	Iteration 2Q: 3 clusters Score -7959039 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -7959839.000000 Penalty: 5294.574219
	Iteration 3Q: 3 clusters Score -7959839 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -7960883.000000 Penalty: 5294.574219
	Iteration 4F: 3 clusters Score -7960883 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -7962135.500000 Penalty: 5294.574219
	Iteration 5F: 3 clusters Score -7962136 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -7963827.500000 Penalty: 5294.574219
	Iteration 6F: 3 clusters Score -7963828 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -7965928.000000 Penalty: 5294.574219
	Iteration 7F: 3 clusters Score -7965928 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -7968094.000000 Penalty: 5294.574219
	Iteration 8F: 3 clusters Score -7968094 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -7969655.500000 Penalty: 5294.574219
	Iteration 9Q: 3 clusters Score -7969656 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -7970487.500000 Penalty: 5294.574219
	Iteration 10Q: 3 clusters Score -7970488 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 33214 members 
Entering Unmasked Estep 
Score: -7970971.000000 Penalty: 5294.574219
	Iteration 11Q: 3 clusters Score -7970971 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -7971357.500000 Penalty: 5294.574219
	Iteration 12Q: 3 clusters Score -7971358 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -7971736.000000 Penalty: 5294.574219
	Iteration 13Q: 3 clusters Score -7971736 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -7972018.000000 Penalty: 5294.574219
	Iteration 14Q: 3 clusters Score -7972018 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -7972228.000000 Penalty: 5294.574219
	Iteration 15Q: 3 clusters Score -7972228 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -7972456.500000 Penalty: 5294.574219
	Iteration 16Q: 3 clusters Score -7972456 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -7972596.000000 Penalty: 5294.574219
	Iteration 17Q: 3 clusters Score -7972596 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -7972724.500000 Penalty: 5294.574219
	Iteration 18Q: 3 clusters Score -7972724 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -7972840.500000 Penalty: 5294.574219
	Iteration 19Q: 3 clusters Score -7972840 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -7972906.500000 Penalty: 5294.574219
	Iteration 20F: 3 clusters Score -7972906 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -7972939.000000 Penalty: 5294.574219
	Iteration 21Q: 3 clusters Score -7972939 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 35631 members 
Entering Unmasked Estep 
Score: -7972949.000000 Penalty: 5294.574219
	Iteration 22Q: 3 clusters Score -7972949 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -7973000.000000 Penalty: 5294.574219
	Iteration 23Q: 3 clusters Score -7973000 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -7973004.000000 Penalty: 5294.574219
	Iteration 24Q: 3 clusters Score -7973004 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -7973002.000000 Penalty: 5294.574219
	Iteration 25Q: 3 clusters Score -7973002 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 36048 members 
Entering Unmasked Estep 
Score: -7973039.500000 Penalty: 5294.574219
	Iteration 26Q: 3 clusters Score -7973040 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -7973065.000000 Penalty: 5294.574219
	Iteration 27Q: 3 clusters Score -7973065 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -7973088.000000 Penalty: 5294.574219
	Iteration 28Q: 3 clusters Score -7973088 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -7973111.000000 Penalty: 5294.574219
	Iteration 29Q: 3 clusters Score -7973111 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 36422 members 
Entering Unmasked Estep 
Score: -7973138.500000 Penalty: 5294.574219
	Iteration 30Q: 3 clusters Score -7973138 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 36511 members 
Entering Unmasked Estep 
Score: -7973142.000000 Penalty: 5294.574219
	Iteration 31Q: 3 clusters Score -7973142 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -7973188.000000 Penalty: 5294.574219
	Iteration 32Q: 3 clusters Score -7973188 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -7973201.000000 Penalty: 5294.574219
	Iteration 33Q: 3 clusters Score -7973201 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -7973187.000000 Penalty: 5294.574219
	Iteration 34Q: 3 clusters Score -7973187 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -7973198.500000 Penalty: 5294.574219
	Iteration 35Q: 3 clusters Score -7973198 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -7973200.500000 Penalty: 5294.574219
	Iteration 36Q: 3 clusters Score -7973200 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 37025 members 
Entering Unmasked Estep 
Score: -7973205.000000 Penalty: 5294.574219
	Iteration 37Q: 3 clusters Score -7973205 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 37098 members 
Entering Unmasked Estep 
Score: -7973200.000000 Penalty: 5294.574219
	Iteration 38Q: 3 clusters Score -7973200 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -7973202.000000 Penalty: 5294.574219
	Iteration 39Q: 3 clusters Score -7973202 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -7973201.500000 Penalty: 5294.574219
	Iteration 40F: 3 clusters Score -7973202 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -7973209.000000 Penalty: 5294.574219
	Iteration 41Q: 3 clusters Score -7973209 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -7973232.000000 Penalty: 5294.574219
	Iteration 42Q: 3 clusters Score -7973232 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -7973249.000000 Penalty: 5294.574219
	Iteration 43Q: 3 clusters Score -7973249 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 37444 members 
Entering Unmasked Estep 
Score: -7973260.000000 Penalty: 5294.574219
	Iteration 44Q: 3 clusters Score -7973260 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -7973260.500000 Penalty: 5294.574219
	Iteration 45Q: 3 clusters Score -7973260 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -7973275.000000 Penalty: 5294.574219
	Iteration 46Q: 3 clusters Score -7973275 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -7973272.000000 Penalty: 5294.574219
	Iteration 47Q: 3 clusters Score -7973272 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -7973260.500000 Penalty: 5294.574219
	Iteration 48Q: 3 clusters Score -7973260 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -7973259.500000 Penalty: 5294.574219
	Iteration 49Q: 3 clusters Score -7973260 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 37706 members 
Entering Unmasked Estep 
Score: -7973272.500000 Penalty: 5294.574219
	Iteration 50Q: 3 clusters Score -7973272 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -7973265.500000 Penalty: 5294.574219
	Iteration 51Q: 3 clusters Score -7973266 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -7973281.500000 Penalty: 5294.574219
	Iteration 52Q: 3 clusters Score -7973282 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -7973282.500000 Penalty: 5294.574219
	Iteration 53Q: 3 clusters Score -7973282 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -7973285.000000 Penalty: 5294.574219
	Iteration 54Q: 3 clusters Score -7973285 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -7973289.000000 Penalty: 5294.574219
	Iteration 55Q: 3 clusters Score -7973289 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -7973293.500000 Penalty: 5294.574219
	Iteration 56Q: 3 clusters Score -7973294 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -7973299.000000 Penalty: 5294.574219
	Iteration 57Q: 3 clusters Score -7973299 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 38066 members 
Entering Unmasked Estep 
Score: -7973299.500000 Penalty: 5294.574219
	Iteration 58Q: 3 clusters Score -7973300 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 38138 members 
Entering Unmasked Estep 
Score: -7973298.500000 Penalty: 5294.574219
	Iteration 59Q: 3 clusters Score -7973298 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 38186 members 
Entering Unmasked Estep 
Score: -7973287.500000 Penalty: 5294.574219
	Iteration 60F: 3 clusters Score -7973288 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -7973291.500000 Penalty: 5294.574219
	Iteration 61Q: 3 clusters Score -7973292 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 38291 members 
Entering Unmasked Estep 
Score: -7973303.000000 Penalty: 5294.574219
	Iteration 62Q: 3 clusters Score -7973303 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -7973306.000000 Penalty: 5294.574219
	Iteration 63Q: 3 clusters Score -7973306 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -7973305.500000 Penalty: 5294.574219
	Iteration 64Q: 3 clusters Score -7973306 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -7973316.000000 Penalty: 5294.574219
	Iteration 65Q: 3 clusters Score -7973316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 38437 members 
Entering Unmasked Estep 
Score: -7973328.000000 Penalty: 5294.574219
	Iteration 66Q: 3 clusters Score -7973328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 38459 members 
Entering Unmasked Estep 
Score: -7973314.000000 Penalty: 5294.574219
	Iteration 67Q: 3 clusters Score -7973314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -7973307.500000 Penalty: 5294.574219
	Iteration 68Q: 3 clusters Score -7973308 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -7973312.500000 Penalty: 5294.574219
	Iteration 69Q: 3 clusters Score -7973312 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 38548 members 
Entering Unmasked Estep 
Score: -7973297.000000 Penalty: 5294.574219
	Iteration 70Q: 3 clusters Score -7973297 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -7973304.000000 Penalty: 5294.574219
	Iteration 71Q: 3 clusters Score -7973304 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -7973302.500000 Penalty: 5294.574219
	Iteration 72Q: 3 clusters Score -7973302 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -7973304.000000 Penalty: 5294.574219
	Iteration 73Q: 3 clusters Score -7973304 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -7973318.000000 Penalty: 5294.574219
	Iteration 74Q: 3 clusters Score -7973318 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -7973313.000000 Penalty: 5294.574219
	Iteration 75Q: 3 clusters Score -7973313 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -7973305.500000 Penalty: 5294.574219
	Iteration 76Q: 3 clusters Score -7973306 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -7973312.000000 Penalty: 5294.574219
	Iteration 77Q: 3 clusters Score -7973312 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -7973307.000000 Penalty: 5294.574219
	Iteration 78Q: 3 clusters Score -7973307 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -7973303.500000 Penalty: 5294.574219
	Iteration 79Q: 3 clusters Score -7973304 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 39066 members 
Entering Unmasked Estep 
Score: -7973302.500000 Penalty: 5294.574219
	Iteration 80F: 3 clusters Score -7973302 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -7973306.500000 Penalty: 5294.574219
	Iteration 81Q: 3 clusters Score -7973306 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 39149 members 
Entering Unmasked Estep 
Score: -7973317.000000 Penalty: 5294.574219
	Iteration 82Q: 3 clusters Score -7973317 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 39189 members 
Entering Unmasked Estep 
Score: -7973314.500000 Penalty: 5294.574219
	Iteration 83Q: 3 clusters Score -7973314 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -7973307.000000 Penalty: 5294.574219
	Iteration 84Q: 3 clusters Score -7973307 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -7973302.000000 Penalty: 5294.574219
	Iteration 85Q: 3 clusters Score -7973302 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -7973306.000000 Penalty: 5294.574219
	Iteration 86Q: 3 clusters Score -7973306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 39303 members 
Entering Unmasked Estep 
Score: -7973307.000000 Penalty: 5294.574219
	Iteration 87Q: 3 clusters Score -7973307 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -7973316.500000 Penalty: 5294.574219
	Iteration 88Q: 3 clusters Score -7973316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -7973311.000000 Penalty: 5294.574219
	Iteration 89Q: 3 clusters Score -7973311 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -7973316.500000 Penalty: 5294.574219
	Iteration 90Q: 3 clusters Score -7973316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 39396 members 
Entering Unmasked Estep 
Score: -7973313.000000 Penalty: 5294.574219
	Iteration 91Q: 3 clusters Score -7973313 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 39418 members 
Entering Unmasked Estep 
Score: -7973303.500000 Penalty: 5294.574219
	Iteration 92Q: 3 clusters Score -7973304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 39439 members 
Entering Unmasked Estep 
Score: -7973303.000000 Penalty: 5294.574219
	Iteration 93Q: 3 clusters Score -7973303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 39453 members 
Entering Unmasked Estep 
Score: -7973304.500000 Penalty: 5294.574219
	Iteration 94Q: 3 clusters Score -7973304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -7973316.000000 Penalty: 5294.574219
	Iteration 95Q: 3 clusters Score -7973316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -7973317.000000 Penalty: 5294.574219
	Iteration 96Q: 3 clusters Score -7973317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -7973318.000000 Penalty: 5294.574219
	Iteration 97Q: 3 clusters Score -7973318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -7973317.500000 Penalty: 5294.574219
	Iteration 98Q: 3 clusters Score -7973318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 39506 members 
Entering Unmasked Estep 
Score: -7973319.500000 Penalty: 5294.574219
	Iteration 99Q: 3 clusters Score -7973320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 39516 members 
Entering Unmasked Estep 
Score: -7973319.500000 Penalty: 5294.574219
	Iteration 100F: 3 clusters Score -7973320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -7973322.000000 Penalty: 5294.574219
	Iteration 101Q: 3 clusters Score -7973322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -7973307.000000 Penalty: 5294.574219
	Iteration 102Q: 3 clusters Score -7973307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 39535 members 
Entering Unmasked Estep 
Score: -7973310.500000 Penalty: 5294.574219
	Iteration 103Q: 3 clusters Score -7973310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -7973318.500000 Penalty: 5294.574219
	Iteration 104Q: 3 clusters Score -7973318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 39547 members 
Entering Unmasked Estep 
Score: -7973309.500000 Penalty: 5294.574219
	Iteration 105Q: 3 clusters Score -7973310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -7973310.500000 Penalty: 5294.574219
	Iteration 106Q: 3 clusters Score -7973310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -7973307.500000 Penalty: 5294.574219
	Iteration 107Q: 3 clusters Score -7973308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -7973315.000000 Penalty: 5294.574219
	Iteration 108Q: 3 clusters Score -7973315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 39588 members 
Entering Unmasked Estep 
Score: -7973310.000000 Penalty: 5294.574219
	Iteration 109Q: 3 clusters Score -7973310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -7973310.500000 Penalty: 5294.574219
	Iteration 110Q: 3 clusters Score -7973310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -7973308.000000 Penalty: 5294.574219
	Iteration 111Q: 3 clusters Score -7973308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 39626 members 
Entering Unmasked Estep 
Score: -7973296.500000 Penalty: 5294.574219
	Iteration 112Q: 3 clusters Score -7973296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 39637 members 
Entering Unmasked Estep 
Score: -7973303.000000 Penalty: 5294.574219
	Iteration 113Q: 3 clusters Score -7973303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -7973303.500000 Penalty: 5294.574219
	Iteration 114Q: 3 clusters Score -7973304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -7973304.500000 Penalty: 5294.574219
	Iteration 115Q: 3 clusters Score -7973304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 39674 members 
Entering Unmasked Estep 
Score: -7973303.500000 Penalty: 5294.574219
	Iteration 116Q: 3 clusters Score -7973304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -7973307.500000 Penalty: 5294.574219
	Iteration 117Q: 3 clusters Score -7973308 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 39695 members 
Entering Unmasked Estep 
Score: -7973298.500000 Penalty: 5294.574219
	Iteration 118Q: 3 clusters Score -7973298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 39708 members 
Entering Unmasked Estep 
Score: -7973302.000000 Penalty: 5294.574219
	Iteration 119Q: 3 clusters Score -7973302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -7973298.500000 Penalty: 5294.574219
	Iteration 120F: 3 clusters Score -7973298 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -7973304.000000 Penalty: 5294.574219
	Iteration 121Q: 3 clusters Score -7973304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -7973298.000000 Penalty: 5294.574219
	Iteration 122Q: 3 clusters Score -7973298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 39773 members 
Entering Unmasked Estep 
Score: -7973304.000000 Penalty: 5294.574219
	Iteration 123Q: 3 clusters Score -7973304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 39788 members 
Entering Unmasked Estep 
Score: -7973311.000000 Penalty: 5294.574219
	Iteration 124Q: 3 clusters Score -7973311 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 39799 members 
Entering Unmasked Estep 
Score: -7973318.000000 Penalty: 5294.574219
	Iteration 125Q: 3 clusters Score -7973318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -7973319.500000 Penalty: 5294.574219
	Iteration 126Q: 3 clusters Score -7973320 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 39851 members 
Entering Unmasked Estep 
Score: -7973321.000000 Penalty: 5294.574219
	Iteration 127Q: 3 clusters Score -7973321 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 39874 members 
Entering Unmasked Estep 
Score: -7973321.500000 Penalty: 5294.574219
	Iteration 128Q: 3 clusters Score -7973322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 39902 members 
Entering Unmasked Estep 
Score: -7973329.000000 Penalty: 5294.574219
	Iteration 129Q: 3 clusters Score -7973329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -7973339.500000 Penalty: 5294.574219
	Iteration 130Q: 3 clusters Score -7973340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -7973335.500000 Penalty: 5294.574219
	Iteration 131Q: 3 clusters Score -7973336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -7973333.000000 Penalty: 5294.574219
	Iteration 132Q: 3 clusters Score -7973333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 39948 members 
Entering Unmasked Estep 
Score: -7973337.500000 Penalty: 5294.574219
	Iteration 133Q: 3 clusters Score -7973338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -7973330.000000 Penalty: 5294.574219
	Iteration 134Q: 3 clusters Score -7973330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 39967 members 
Entering Unmasked Estep 
Score: -7973318.000000 Penalty: 5294.574219
	Iteration 135Q: 3 clusters Score -7973318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 39979 members 
Entering Unmasked Estep 
Score: -7973320.000000 Penalty: 5294.574219
	Iteration 136Q: 3 clusters Score -7973320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
Score: -7973319.500000 Penalty: 5294.574219
	Iteration 137Q: 3 clusters Score -7973320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -7973309.500000 Penalty: 5294.574219
	Iteration 138Q: 3 clusters Score -7973310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 40028 members 
Entering Unmasked Estep 
Score: -7973318.500000 Penalty: 5294.574219
	Iteration 139Q: 3 clusters Score -7973318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 40049 members 
Entering Unmasked Estep 
Score: -7973320.000000 Penalty: 5294.574219
	Iteration 140F: 3 clusters Score -7973320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -7973335.500000 Penalty: 5294.574219
	Iteration 141Q: 3 clusters Score -7973336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 40091 members 
Entering Unmasked Estep 
Score: -7973319.500000 Penalty: 5294.574219
	Iteration 142Q: 3 clusters Score -7973320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 40114 members 
Entering Unmasked Estep 
Score: -7973318.000000 Penalty: 5294.574219
	Iteration 143Q: 3 clusters Score -7973318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -7973323.000000 Penalty: 5294.574219
	Iteration 144Q: 3 clusters Score -7973323 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 40141 members 
Entering Unmasked Estep 
Score: -7973322.500000 Penalty: 5294.574219
	Iteration 145Q: 3 clusters Score -7973322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -7973327.500000 Penalty: 5294.574219
	Iteration 146Q: 3 clusters Score -7973328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -7973318.500000 Penalty: 5294.574219
	Iteration 147Q: 3 clusters Score -7973318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -7973306.000000 Penalty: 5294.574219
	Iteration 148Q: 3 clusters Score -7973306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -7973323.000000 Penalty: 5294.574219
	Iteration 149Q: 3 clusters Score -7973323 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -7973328.500000 Penalty: 5294.574219
	Iteration 150Q: 3 clusters Score -7973328 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 40264 members 
Entering Unmasked Estep 
Score: -7973330.000000 Penalty: 5294.574219
	Iteration 151Q: 3 clusters Score -7973330 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -7973334.000000 Penalty: 5294.574219
	Iteration 152Q: 3 clusters Score -7973334 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -7973345.500000 Penalty: 5294.574219
	Iteration 153Q: 3 clusters Score -7973346 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -7973341.000000 Penalty: 5294.574219
	Iteration 154Q: 3 clusters Score -7973341 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -7973345.000000 Penalty: 5294.574219
	Iteration 155Q: 3 clusters Score -7973345 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -7973342.500000 Penalty: 5294.574219
	Iteration 156Q: 3 clusters Score -7973342 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -7973349.500000 Penalty: 5294.574219
	Iteration 157Q: 3 clusters Score -7973350 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 40435 members 
Entering Unmasked Estep 
Score: -7973361.000000 Penalty: 5294.574219
	Iteration 158Q: 3 clusters Score -7973361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 40454 members 
Entering Unmasked Estep 
Score: -7973347.500000 Penalty: 5294.574219
	Iteration 159Q: 3 clusters Score -7973348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -7973355.500000 Penalty: 5294.574219
	Iteration 160F: 3 clusters Score -7973356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -7973346.000000 Penalty: 5294.574219
	Iteration 161Q: 3 clusters Score -7973346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -7973349.000000 Penalty: 5294.574219
	Iteration 162Q: 3 clusters Score -7973349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -7973354.000000 Penalty: 5294.574219
	Iteration 163Q: 3 clusters Score -7973354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -7973347.500000 Penalty: 5294.574219
	Iteration 164Q: 3 clusters Score -7973348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 40490 members 
Entering Unmasked Estep 
Score: -7973347.000000 Penalty: 5294.574219
	Iteration 165Q: 3 clusters Score -7973347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -7973339.000000 Penalty: 5294.574219
	Iteration 166Q: 3 clusters Score -7973339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -7973332.500000 Penalty: 5294.574219
	Iteration 167Q: 3 clusters Score -7973332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
Score: -7973336.000000 Penalty: 5294.574219
	Iteration 168Q: 3 clusters Score -7973336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
Score: -7973334.500000 Penalty: 5294.574219
	Iteration 169Q: 3 clusters Score -7973334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -7973342.500000 Penalty: 5294.574219
	Iteration 170Q: 3 clusters Score -7973342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -7973336.500000 Penalty: 5294.574219
	Iteration 171Q: 3 clusters Score -7973336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 40576 members 
Entering Unmasked Estep 
Score: -7973338.500000 Penalty: 5294.574219
	Iteration 172Q: 3 clusters Score -7973338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
Score: -7973342.000000 Penalty: 5294.574219
	Iteration 173Q: 3 clusters Score -7973342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -7973341.500000 Penalty: 5294.574219
	Iteration 174Q: 3 clusters Score -7973342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
Score: -7973356.000000 Penalty: 5294.574219
	Iteration 175Q: 3 clusters Score -7973356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 40632 members 
Entering Unmasked Estep 
Score: -7973361.000000 Penalty: 5294.574219
	Iteration 176Q: 3 clusters Score -7973361 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 40653 members 
Entering Unmasked Estep 
Score: -7973369.000000 Penalty: 5294.574219
	Iteration 177Q: 3 clusters Score -7973369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -7973362.000000 Penalty: 5294.574219
	Iteration 178Q: 3 clusters Score -7973362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
Score: -7973365.500000 Penalty: 5294.574219
	Iteration 179Q: 3 clusters Score -7973366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -7973368.500000 Penalty: 5294.574219
	Iteration 180F: 3 clusters Score -7973368 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
Score: -7973369.000000 Penalty: 5294.574219
	Iteration 181Q: 3 clusters Score -7973369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -7973365.000000 Penalty: 5294.574219
	Iteration 182Q: 3 clusters Score -7973365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -7973371.000000 Penalty: 5294.574219
	Iteration 183Q: 3 clusters Score -7973371 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 40767 members 
Entering Unmasked Estep 
Score: -7973368.000000 Penalty: 5294.574219
	Iteration 184Q: 3 clusters Score -7973368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 40791 members 
Entering Unmasked Estep 
Score: -7973366.000000 Penalty: 5294.574219
	Iteration 185Q: 3 clusters Score -7973366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 40818 members 
Entering Unmasked Estep 
Score: -7973363.000000 Penalty: 5294.574219
	Iteration 186Q: 3 clusters Score -7973363 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -7973372.000000 Penalty: 5294.574219
	Iteration 187Q: 3 clusters Score -7973372 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -7973371.000000 Penalty: 5294.574219
	Iteration 188Q: 3 clusters Score -7973371 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -7973372.500000 Penalty: 5294.574219
	Iteration 189Q: 3 clusters Score -7973372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -7973383.000000 Penalty: 5294.574219
	Iteration 190Q: 3 clusters Score -7973383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -7973374.500000 Penalty: 5294.574219
	Iteration 191Q: 3 clusters Score -7973374 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 40960 members 
Entering Unmasked Estep 
Score: -7973374.000000 Penalty: 5294.574219
	Iteration 192Q: 3 clusters Score -7973374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -7973378.500000 Penalty: 5294.574219
	Iteration 193Q: 3 clusters Score -7973378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 41010 members 
Entering Unmasked Estep 
Score: -7973392.500000 Penalty: 5294.574219
	Iteration 194Q: 3 clusters Score -7973392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 41025 members 
Entering Unmasked Estep 
Score: -7973389.000000 Penalty: 5294.574219
	Iteration 195Q: 3 clusters Score -7973389 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 41043 members 
Entering Unmasked Estep 
Score: -7973393.500000 Penalty: 5294.574219
	Iteration 196Q: 3 clusters Score -7973394 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 41073 members 
Entering Unmasked Estep 
Score: -7973375.000000 Penalty: 5294.574219
	Iteration 197Q: 3 clusters Score -7973375 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 41104 members 
Entering Unmasked Estep 
Score: -7973393.000000 Penalty: 5294.574219
	Iteration 198Q: 3 clusters Score -7973393 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 41133 members 
Entering Unmasked Estep 
Score: -7973401.000000 Penalty: 5294.574219
	Iteration 199Q: 3 clusters Score -7973401 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
Score: -7973406.000000 Penalty: 5294.574219
	Iteration 200F: 3 clusters Score -7973406 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 41187 members 
Entering Unmasked Estep 
Score: -7973405.000000 Penalty: 5294.574219
	Iteration 201Q: 3 clusters Score -7973405 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 41226 members 
Entering Unmasked Estep 
Score: -7973406.000000 Penalty: 5294.574219
	Iteration 202Q: 3 clusters Score -7973406 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 41253 members 
Entering Unmasked Estep 
Score: -7973414.000000 Penalty: 5294.574219
	Iteration 203Q: 3 clusters Score -7973414 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -7973415.000000 Penalty: 5294.574219
	Iteration 204Q: 3 clusters Score -7973415 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -7973410.500000 Penalty: 5294.574219
	Iteration 205Q: 3 clusters Score -7973410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -7973411.500000 Penalty: 5294.574219
	Iteration 206Q: 3 clusters Score -7973412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -7973418.000000 Penalty: 5294.574219
	Iteration 207Q: 3 clusters Score -7973418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -7973414.500000 Penalty: 5294.574219
	Iteration 208Q: 3 clusters Score -7973414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -7973411.500000 Penalty: 5294.574219
	Iteration 209Q: 3 clusters Score -7973412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 41348 members 
Entering Unmasked Estep 
Score: -7973417.000000 Penalty: 5294.574219
	Iteration 210Q: 3 clusters Score -7973417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -7973413.500000 Penalty: 5294.574219
	Iteration 211Q: 3 clusters Score -7973414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -7973417.000000 Penalty: 5294.574219
	Iteration 212Q: 3 clusters Score -7973417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -7973421.000000 Penalty: 5294.574219
	Iteration 213Q: 3 clusters Score -7973421 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -7973417.000000 Penalty: 5294.574219
	Iteration 214Q: 3 clusters Score -7973417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 41368 members 
Entering Unmasked Estep 
Score: -7973413.500000 Penalty: 5294.574219
	Iteration 215Q: 3 clusters Score -7973414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -7973424.000000 Penalty: 5294.574219
	Iteration 216Q: 3 clusters Score -7973424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -7973428.000000 Penalty: 5294.574219
	Iteration 217Q: 3 clusters Score -7973428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -7973430.000000 Penalty: 5294.574219
	Iteration 218Q: 3 clusters Score -7973430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 41405 members 
Entering Unmasked Estep 
Score: -7973435.000000 Penalty: 5294.574219
	Iteration 219Q: 3 clusters Score -7973435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 41409 members 
Entering Unmasked Estep 
Score: -7973433.000000 Penalty: 5294.574219
	Iteration 220F: 3 clusters Score -7973433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 41414 members 
Entering Unmasked Estep 
Score: -7973433.500000 Penalty: 5294.574219
	Iteration 221Q: 3 clusters Score -7973434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 41423 members 
Entering Unmasked Estep 
Score: -7973430.500000 Penalty: 5294.574219
	Iteration 222Q: 3 clusters Score -7973430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -7973423.500000 Penalty: 5294.574219
	Iteration 223Q: 3 clusters Score -7973424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -7973423.500000 Penalty: 5294.574219
	Iteration 224Q: 3 clusters Score -7973424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -7973427.500000 Penalty: 5294.574219
	Iteration 225Q: 3 clusters Score -7973428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -7973422.000000 Penalty: 5294.574219
	Iteration 226Q: 3 clusters Score -7973422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
Score: -7973433.500000 Penalty: 5294.574219
	Iteration 227Q: 3 clusters Score -7973434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -7973427.500000 Penalty: 5294.574219
	Iteration 228Q: 3 clusters Score -7973428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -7973427.500000 Penalty: 5294.574219
	Iteration 229Q: 3 clusters Score -7973428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -7973428.000000 Penalty: 5294.574219
	Iteration 230Q: 3 clusters Score -7973428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -7973436.500000 Penalty: 5294.574219
	Iteration 231Q: 3 clusters Score -7973436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -7973438.000000 Penalty: 5294.574219
	Iteration 232Q: 3 clusters Score -7973438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -7973440.000000 Penalty: 5294.574219
	Iteration 233Q: 3 clusters Score -7973440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -7973444.000000 Penalty: 5294.574219
	Iteration 234Q: 3 clusters Score -7973444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -7973435.500000 Penalty: 5294.574219
	Iteration 235Q: 3 clusters Score -7973436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -7973436.500000 Penalty: 5294.574219
	Iteration 236Q: 3 clusters Score -7973436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 41562 members 
Entering Unmasked Estep 
Score: -7973436.500000 Penalty: 5294.574219
	Iteration 237Q: 3 clusters Score -7973436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -7973446.500000 Penalty: 5294.574219
	Iteration 238Q: 3 clusters Score -7973446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 41581 members 
Entering Unmasked Estep 
Score: -7973440.000000 Penalty: 5294.574219
	Iteration 239Q: 3 clusters Score -7973440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 41590 members 
Entering Unmasked Estep 
Score: -7973441.500000 Penalty: 5294.574219
	Iteration 240F: 3 clusters Score -7973442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
Score: -7973449.000000 Penalty: 5294.574219
	Iteration 241Q: 3 clusters Score -7973449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 41602 members 
Entering Unmasked Estep 
Score: -7973452.500000 Penalty: 5294.574219
	Iteration 242Q: 3 clusters Score -7973452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -7973450.000000 Penalty: 5294.574219
	Iteration 243Q: 3 clusters Score -7973450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -7973453.000000 Penalty: 5294.574219
	Iteration 244Q: 3 clusters Score -7973453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 41611 members 
Entering Unmasked Estep 
Score: -7973450.000000 Penalty: 5294.574219
	Iteration 245Q: 3 clusters Score -7973450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -7973445.000000 Penalty: 5294.574219
	Iteration 246Q: 3 clusters Score -7973445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 41617 members 
Entering Unmasked Estep 
Score: -7973446.500000 Penalty: 5294.574219
	Iteration 247Q: 3 clusters Score -7973446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -7973447.000000 Penalty: 5294.574219
	Iteration 248Q: 3 clusters Score -7973447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 41620 members 
Entering Unmasked Estep 
Score: -7973437.500000 Penalty: 5294.574219
	Iteration 249Q: 3 clusters Score -7973438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -7973438.000000 Penalty: 5294.574219
	Iteration 250Q: 3 clusters Score -7973438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 41626 members 
Entering Unmasked Estep 
Score: -7973430.000000 Penalty: 5294.574219
	Iteration 251Q: 3 clusters Score -7973430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -7973434.000000 Penalty: 5294.574219
	Iteration 252Q: 3 clusters Score -7973434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -7973431.500000 Penalty: 5294.574219
	Iteration 253Q: 3 clusters Score -7973432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 41641 members 
Entering Unmasked Estep 
Score: -7973420.500000 Penalty: 5294.574219
	Iteration 254Q: 3 clusters Score -7973420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -7973421.500000 Penalty: 5294.574219
	Iteration 255Q: 3 clusters Score -7973422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -7973421.000000 Penalty: 5294.574219
	Iteration 256Q: 3 clusters Score -7973421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
Score: -7973425.500000 Penalty: 5294.574219
	Iteration 257Q: 3 clusters Score -7973426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -7973427.000000 Penalty: 5294.574219
	Iteration 258Q: 3 clusters Score -7973427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -7973435.500000 Penalty: 5294.574219
	Iteration 259Q: 3 clusters Score -7973436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -7973445.000000 Penalty: 5294.574219
	Iteration 260F: 3 clusters Score -7973445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 41695 members 
Entering Unmasked Estep 
Score: -7973453.500000 Penalty: 5294.574219
	Iteration 261Q: 3 clusters Score -7973454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 41698 members 
Entering Unmasked Estep 
Score: -7973454.000000 Penalty: 5294.574219
	Iteration 262Q: 3 clusters Score -7973454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 41701 members 
Entering Unmasked Estep 
Score: -7973443.500000 Penalty: 5294.574219
	Iteration 263Q: 3 clusters Score -7973444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -7973447.000000 Penalty: 5294.574219
	Iteration 264Q: 3 clusters Score -7973447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
Score: -7973439.500000 Penalty: 5294.574219
	Iteration 265Q: 3 clusters Score -7973440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 41709 members 
Entering Unmasked Estep 
Score: -7973446.000000 Penalty: 5294.574219
	Iteration 266Q: 3 clusters Score -7973446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -7973450.500000 Penalty: 5294.574219
	Iteration 267Q: 3 clusters Score -7973450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
Score: -7973450.500000 Penalty: 5294.574219
	Iteration 268Q: 3 clusters Score -7973450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
Score: -7973446.500000 Penalty: 5294.574219
	Iteration 269Q: 3 clusters Score -7973446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 41714 members 
Entering Unmasked Estep 
Score: -7973449.000000 Penalty: 5294.574219
	Iteration 270Q: 3 clusters Score -7973449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 41715 members 
Entering Unmasked Estep 
Score: -7973445.000000 Penalty: 5294.574219
	Iteration 271Q: 3 clusters Score -7973445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 41715 members 
Entering Unmasked Estep 
Score: -7973445.000000 Penalty: 5294.574219
	Iteration 272F: 3 clusters Score -7973445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45207 members 
Entering Unmasked Estep 
Score: -8338895.000000 Penalty: 2658.313965
	Iteration 0F: 2 clusters Score -8338895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -8309306.000000 Penalty: 5316.627930
	Iteration 0F: 3 clusters Score -8309306 nChanged 20920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -8320862.500000 Penalty: 5316.627930
	Iteration 1F: 3 clusters Score -8320862 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -8321426.000000 Penalty: 5316.627930
	Iteration 2Q: 3 clusters Score -8321426 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -8321994.000000 Penalty: 5316.627930
	Iteration 3Q: 3 clusters Score -8321994 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -8322460.000000 Penalty: 5316.627930
	Iteration 4Q: 3 clusters Score -8322460 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -8322901.500000 Penalty: 5316.627930
	Iteration 5Q: 3 clusters Score -8322902 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -8323352.000000 Penalty: 5316.627930
	Iteration 6Q: 3 clusters Score -8323352 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -8323771.500000 Penalty: 5316.627930
	Iteration 7Q: 3 clusters Score -8323772 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -8324235.000000 Penalty: 5316.627930
	Iteration 8Q: 3 clusters Score -8324235 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -8324667.500000 Penalty: 5316.627930
	Iteration 9Q: 3 clusters Score -8324668 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -8325165.000000 Penalty: 5316.627930
	Iteration 10Q: 3 clusters Score -8325165 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -8325691.000000 Penalty: 5316.627930
	Iteration 11Q: 3 clusters Score -8325691 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -8326339.500000 Penalty: 5316.627930
	Iteration 12Q: 3 clusters Score -8326340 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -8327057.000000 Penalty: 5316.627930
	Iteration 13Q: 3 clusters Score -8327057 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -8327929.000000 Penalty: 5316.627930
	Iteration 14Q: 3 clusters Score -8327929 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -8328897.500000 Penalty: 5316.627930
	Iteration 15Q: 3 clusters Score -8328898 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -8329730.500000 Penalty: 5316.627930
	Iteration 16Q: 3 clusters Score -8329730 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -8330295.000000 Penalty: 5316.627930
	Iteration 17Q: 3 clusters Score -8330295 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -8330619.500000 Penalty: 5316.627930
	Iteration 18Q: 3 clusters Score -8330620 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -8330782.500000 Penalty: 5316.627930
	Iteration 19Q: 3 clusters Score -8330782 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -8330907.000000 Penalty: 5316.627930
	Iteration 20F: 3 clusters Score -8330907 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -8331058.000000 Penalty: 5316.627930
	Iteration 21Q: 3 clusters Score -8331058 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -8331148.500000 Penalty: 5316.627930
	Iteration 22Q: 3 clusters Score -8331148 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -8331278.000000 Penalty: 5316.627930
	Iteration 23Q: 3 clusters Score -8331278 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -8331417.500000 Penalty: 5316.627930
	Iteration 24Q: 3 clusters Score -8331418 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -8331560.500000 Penalty: 5316.627930
	Iteration 25Q: 3 clusters Score -8331560 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -8331711.500000 Penalty: 5316.627930
	Iteration 26Q: 3 clusters Score -8331712 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -8331904.500000 Penalty: 5316.627930
	Iteration 27Q: 3 clusters Score -8331904 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32911 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -8332089.000000 Penalty: 5316.627930
	Iteration 28Q: 3 clusters Score -8332089 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -8332297.000000 Penalty: 5316.627930
	Iteration 29Q: 3 clusters Score -8332297 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -8332552.000000 Penalty: 5316.627930
	Iteration 30Q: 3 clusters Score -8332552 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -8332750.500000 Penalty: 5316.627930
	Iteration 31Q: 3 clusters Score -8332750 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -8332991.500000 Penalty: 5316.627930
	Iteration 32Q: 3 clusters Score -8332992 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36326 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -8333195.000000 Penalty: 5316.627930
	Iteration 33Q: 3 clusters Score -8333195 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -8333471.000000 Penalty: 5316.627930
	Iteration 34Q: 3 clusters Score -8333471 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37883 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -8333825.500000 Penalty: 5316.627930
	Iteration 35Q: 3 clusters Score -8333826 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -8334166.000000 Penalty: 5316.627930
	Iteration 36Q: 3 clusters Score -8334166 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -8334479.000000 Penalty: 5316.627930
	Iteration 37Q: 3 clusters Score -8334479 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -8334771.500000 Penalty: 5316.627930
	Iteration 38Q: 3 clusters Score -8334772 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -8335050.500000 Penalty: 5316.627930
	Iteration 39Q: 3 clusters Score -8335050 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -8335284.500000 Penalty: 5316.627930
	Iteration 40F: 3 clusters Score -8335284 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -8335519.000000 Penalty: 5316.627930
	Iteration 41Q: 3 clusters Score -8335519 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -8335789.000000 Penalty: 5316.627930
	Iteration 42Q: 3 clusters Score -8335789 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -8336039.500000 Penalty: 5316.627930
	Iteration 43Q: 3 clusters Score -8336040 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -8336179.500000 Penalty: 5316.627930
	Iteration 44Q: 3 clusters Score -8336180 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43545 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -8336306.500000 Penalty: 5316.627930
	Iteration 45Q: 3 clusters Score -8336306 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -8336433.000000 Penalty: 5316.627930
	Iteration 46Q: 3 clusters Score -8336433 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -8336507.500000 Penalty: 5316.627930
	Iteration 47Q: 3 clusters Score -8336508 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44036 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -8336566.000000 Penalty: 5316.627930
	Iteration 48Q: 3 clusters Score -8336566 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -8336580.000000 Penalty: 5316.627930
	Iteration 49Q: 3 clusters Score -8336580 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44184 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -8336602.500000 Penalty: 5316.627930
	Iteration 50Q: 3 clusters Score -8336602 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44238 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -8336623.000000 Penalty: 5316.627930
	Iteration 51Q: 3 clusters Score -8336623 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44280 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -8336636.000000 Penalty: 5316.627930
	Iteration 52Q: 3 clusters Score -8336636 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44327 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -8336641.500000 Penalty: 5316.627930
	Iteration 53Q: 3 clusters Score -8336642 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44367 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -8336661.500000 Penalty: 5316.627930
	Iteration 54Q: 3 clusters Score -8336662 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44389 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -8336686.500000 Penalty: 5316.627930
	Iteration 55Q: 3 clusters Score -8336686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44412 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -8336687.000000 Penalty: 5316.627930
	Iteration 56Q: 3 clusters Score -8336687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -8336698.000000 Penalty: 5316.627930
	Iteration 57Q: 3 clusters Score -8336698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44432 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -8336703.500000 Penalty: 5316.627930
	Iteration 58Q: 3 clusters Score -8336704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44442 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8336708.500000 Penalty: 5316.627930
	Iteration 59Q: 3 clusters Score -8336708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -8336717.500000 Penalty: 5316.627930
	Iteration 60F: 3 clusters Score -8336718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -8336717.000000 Penalty: 5316.627930
	Iteration 61Q: 3 clusters Score -8336717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -8336727.500000 Penalty: 5316.627930
	Iteration 62Q: 3 clusters Score -8336728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8336731.500000 Penalty: 5316.627930
	Iteration 63Q: 3 clusters Score -8336732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -8336731.500000 Penalty: 5316.627930
	Iteration 64Q: 3 clusters Score -8336732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44488 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8336731.000000 Penalty: 5316.627930
	Iteration 65Q: 3 clusters Score -8336731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44492 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -8336735.000000 Penalty: 5316.627930
	Iteration 66Q: 3 clusters Score -8336735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -8336732.500000 Penalty: 5316.627930
	Iteration 67Q: 3 clusters Score -8336732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -8336733.500000 Penalty: 5316.627930
	Iteration 68Q: 3 clusters Score -8336734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -8336733.500000 Penalty: 5316.627930
	Iteration 69F: 3 clusters Score -8336734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -83323.531250 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -83323.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -81809.085938 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -81809.09 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -82152.804688 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -82152.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -82280.023438 Penalty: 3153.489746
	Iteration 2F: 3 clusters Score -82280.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -82348.882812 Penalty: 3153.489746
	Iteration 3Q: 3 clusters Score -82348.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -82395.460938 Penalty: 3153.489746
	Iteration 4Q: 3 clusters Score -82395.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -82426.312500 Penalty: 3153.489746
	Iteration 5Q: 3 clusters Score -82426.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -82471.007812 Penalty: 3153.489746
	Iteration 6Q: 3 clusters Score -82471.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -82493.835938 Penalty: 3153.489746
	Iteration 7Q: 3 clusters Score -82493.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -82513.218750 Penalty: 3153.489746
	Iteration 8Q: 3 clusters Score -82513.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -82536.101562 Penalty: 3153.489746
	Iteration 9Q: 3 clusters Score -82536.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -82563.390625 Penalty: 3153.489746
	Iteration 10Q: 3 clusters Score -82563.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -82590.179688 Penalty: 3153.489746
	Iteration 11Q: 3 clusters Score -82590.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -82615.109375 Penalty: 3153.489746
	Iteration 12Q: 3 clusters Score -82615.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -82634.859375 Penalty: 3153.489746
	Iteration 13Q: 3 clusters Score -82634.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -82658.992188 Penalty: 3153.489746
	Iteration 14Q: 3 clusters Score -82658.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -82665.500000 Penalty: 3153.489746
	Iteration 15Q: 3 clusters Score -82665.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -82672.046875 Penalty: 3153.489746
	Iteration 16Q: 3 clusters Score -82672.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -82682.695312 Penalty: 3153.489746
	Iteration 17Q: 3 clusters Score -82682.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -82685.781250 Penalty: 3153.489746
	Iteration 18Q: 3 clusters Score -82685.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -82688.812500 Penalty: 3153.489746
	Iteration 19Q: 3 clusters Score -82688.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -82704.085938 Penalty: 3153.489746
	Iteration 20F: 3 clusters Score -82704.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -82734.578125 Penalty: 3153.489746
	Iteration 21Q: 3 clusters Score -82734.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -82765.687500 Penalty: 3153.489746
	Iteration 22Q: 3 clusters Score -82765.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -82829.601562 Penalty: 3153.489746
	Iteration 23Q: 3 clusters Score -82829.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -82868.554688 Penalty: 3153.489746
	Iteration 24Q: 3 clusters Score -82868.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -82892.773438 Penalty: 3153.489746
	Iteration 25Q: 3 clusters Score -82892.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -82915.343750 Penalty: 3153.489746
	Iteration 26Q: 3 clusters Score -82915.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -82927.210938 Penalty: 3153.489746
	Iteration 27Q: 3 clusters Score -82927.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -82967.351562 Penalty: 3153.489746
	Iteration 28Q: 3 clusters Score -82967.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -82986.351562 Penalty: 3153.489746
	Iteration 29Q: 3 clusters Score -82986.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -82997.671875 Penalty: 3153.489746
	Iteration 30Q: 3 clusters Score -82997.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -83013.140625 Penalty: 3153.489746
	Iteration 31Q: 3 clusters Score -83013.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -83013.828125 Penalty: 3153.489746
	Iteration 32Q: 3 clusters Score -83013.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -83013.828125 Penalty: 3153.489746
	Iteration 33F: 3 clusters Score -83013.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -23539.289062 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -23539.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -22432.642578 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -22432.64 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22611.294922 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -22611.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -22665.460938 Penalty: 2838.898193
	Iteration 2F: 3 clusters Score -22665.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -22709.400391 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -22709.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -22749.007812 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -22749.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -22764.392578 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -22764.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -22777.675781 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -22777.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -22784.976562 Penalty: 2838.898193
	Iteration 7Q: 3 clusters Score -22784.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -22787.738281 Penalty: 2838.898193
	Iteration 8Q: 3 clusters Score -22787.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -22793.560547 Penalty: 2838.898193
	Iteration 9Q: 3 clusters Score -22793.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -22807.462891 Penalty: 2838.898193
	Iteration 10Q: 3 clusters Score -22807.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -22807.462891 Penalty: 2838.898193
	Iteration 11F: 3 clusters Score -22807.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Entering Unmasked Estep 
Score: -195986.859375 Penalty: 1769.453003
	Iteration 0F: 2 clusters Score -195986.9 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 624 members 
Entering Unmasked Estep 
Score: -193937.390625 Penalty: 3538.906006
	Iteration 0F: 3 clusters Score -193937.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -194457.390625 Penalty: 3538.906006
	Iteration 1F: 3 clusters Score -194457.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -194762.953125 Penalty: 3538.906006
	Iteration 2F: 3 clusters Score -194763 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -194997.890625 Penalty: 3538.906006
	Iteration 3F: 3 clusters Score -194997.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -195147.609375 Penalty: 3538.906006
	Iteration 4F: 3 clusters Score -195147.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -195251.078125 Penalty: 3538.906006
	Iteration 5Q: 3 clusters Score -195251.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -195325.265625 Penalty: 3538.906006
	Iteration 6Q: 3 clusters Score -195325.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -195400.968750 Penalty: 3538.906006
	Iteration 7Q: 3 clusters Score -195401 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -195481.296875 Penalty: 3538.906006
	Iteration 8Q: 3 clusters Score -195481.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -195564.578125 Penalty: 3538.906006
	Iteration 9Q: 3 clusters Score -195564.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -195632.312500 Penalty: 3538.906006
	Iteration 10Q: 3 clusters Score -195632.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -195664.828125 Penalty: 3538.906006
	Iteration 11Q: 3 clusters Score -195664.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -195684.812500 Penalty: 3538.906006
	Iteration 12Q: 3 clusters Score -195684.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -195707.515625 Penalty: 3538.906006
	Iteration 13Q: 3 clusters Score -195707.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -195745.687500 Penalty: 3538.906006
	Iteration 14Q: 3 clusters Score -195745.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -195766.140625 Penalty: 3538.906006
	Iteration 15Q: 3 clusters Score -195766.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -195788.125000 Penalty: 3538.906006
	Iteration 16Q: 3 clusters Score -195788.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -195794.062500 Penalty: 3538.906006
	Iteration 17Q: 3 clusters Score -195794.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -195801.468750 Penalty: 3538.906006
	Iteration 18Q: 3 clusters Score -195801.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -195803.359375 Penalty: 3538.906006
	Iteration 19Q: 3 clusters Score -195803.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -195807.250000 Penalty: 3538.906006
	Iteration 20F: 3 clusters Score -195807.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -195841.406250 Penalty: 3538.906006
	Iteration 21Q: 3 clusters Score -195841.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -195863.531250 Penalty: 3538.906006
	Iteration 22Q: 3 clusters Score -195863.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -195873.140625 Penalty: 3538.906006
	Iteration 23Q: 3 clusters Score -195873.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -195881.765625 Penalty: 3538.906006
	Iteration 24Q: 3 clusters Score -195881.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -195885.843750 Penalty: 3538.906006
	Iteration 25Q: 3 clusters Score -195885.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -195890.000000 Penalty: 3538.906006
	Iteration 26Q: 3 clusters Score -195890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -195893.937500 Penalty: 3538.906006
	Iteration 27Q: 3 clusters Score -195893.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -195897.578125 Penalty: 3538.906006
	Iteration 28Q: 3 clusters Score -195897.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -195899.031250 Penalty: 3538.906006
	Iteration 29Q: 3 clusters Score -195899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -195899.031250 Penalty: 3538.906006
	Iteration 30F: 3 clusters Score -195899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45485 members 
Entering Unmasked Estep 
Score: -8365977.000000 Penalty: 2659.834229
	Iteration 0F: 2 clusters Score -8365977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -8336301.500000 Penalty: 5319.668457
	Iteration 0F: 3 clusters Score -8336302 nChanged 20893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -8347845.500000 Penalty: 5319.668457
	Iteration 1F: 3 clusters Score -8347846 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -8348464.000000 Penalty: 5319.668457
	Iteration 2Q: 3 clusters Score -8348464 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -8349010.000000 Penalty: 5319.668457
	Iteration 3Q: 3 clusters Score -8349010 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -8349589.000000 Penalty: 5319.668457
	Iteration 4Q: 3 clusters Score -8349589 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -8350176.500000 Penalty: 5319.668457
	Iteration 5Q: 3 clusters Score -8350176 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -8350839.000000 Penalty: 5319.668457
	Iteration 6Q: 3 clusters Score -8350839 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -8351482.500000 Penalty: 5319.668457
	Iteration 7Q: 3 clusters Score -8351482 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -8352404.500000 Penalty: 5319.668457
	Iteration 8Q: 3 clusters Score -8352404 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -8353404.000000 Penalty: 5319.668457
	Iteration 9Q: 3 clusters Score -8353404 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -8354810.500000 Penalty: 5319.668457
	Iteration 10Q: 3 clusters Score -8354810 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -8356668.000000 Penalty: 5319.668457
	Iteration 11F: 3 clusters Score -8356668 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -8358621.000000 Penalty: 5319.668457
	Iteration 12F: 3 clusters Score -8358621 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -8360204.000000 Penalty: 5319.668457
	Iteration 13Q: 3 clusters Score -8360204 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -8361260.000000 Penalty: 5319.668457
	Iteration 14Q: 3 clusters Score -8361260 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41341 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -8361948.500000 Penalty: 5319.668457
	Iteration 15Q: 3 clusters Score -8361948 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42229 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -8362458.500000 Penalty: 5319.668457
	Iteration 16Q: 3 clusters Score -8362458 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -8362719.500000 Penalty: 5319.668457
	Iteration 17Q: 3 clusters Score -8362720 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -8362981.000000 Penalty: 5319.668457
	Iteration 18Q: 3 clusters Score -8362981 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43856 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -8363200.000000 Penalty: 5319.668457
	Iteration 19Q: 3 clusters Score -8363200 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44133 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -8363323.500000 Penalty: 5319.668457
	Iteration 20F: 3 clusters Score -8363324 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -8363442.500000 Penalty: 5319.668457
	Iteration 21Q: 3 clusters Score -8363442 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44485 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -8363486.000000 Penalty: 5319.668457
	Iteration 22Q: 3 clusters Score -8363486 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -8363539.500000 Penalty: 5319.668457
	Iteration 23Q: 3 clusters Score -8363540 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44683 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -8363586.500000 Penalty: 5319.668457
	Iteration 24Q: 3 clusters Score -8363586 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44748 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -8363615.000000 Penalty: 5319.668457
	Iteration 25Q: 3 clusters Score -8363615 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8363626.000000 Penalty: 5319.668457
	Iteration 26Q: 3 clusters Score -8363626 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44819 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -8363649.500000 Penalty: 5319.668457
	Iteration 27Q: 3 clusters Score -8363650 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -8363679.500000 Penalty: 5319.668457
	Iteration 28Q: 3 clusters Score -8363680 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44880 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -8363700.000000 Penalty: 5319.668457
	Iteration 29Q: 3 clusters Score -8363700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44907 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -8363731.500000 Penalty: 5319.668457
	Iteration 30Q: 3 clusters Score -8363732 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -8363749.500000 Penalty: 5319.668457
	Iteration 31Q: 3 clusters Score -8363750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44944 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8363770.500000 Penalty: 5319.668457
	Iteration 32Q: 3 clusters Score -8363770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8363773.500000 Penalty: 5319.668457
	Iteration 33Q: 3 clusters Score -8363774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -8363777.500000 Penalty: 5319.668457
	Iteration 34Q: 3 clusters Score -8363778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8363786.500000 Penalty: 5319.668457
	Iteration 35Q: 3 clusters Score -8363786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8363803.000000 Penalty: 5319.668457
	Iteration 36Q: 3 clusters Score -8363803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8363814.500000 Penalty: 5319.668457
	Iteration 37Q: 3 clusters Score -8363814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45007 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8363818.500000 Penalty: 5319.668457
	Iteration 38Q: 3 clusters Score -8363818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8363813.500000 Penalty: 5319.668457
	Iteration 39Q: 3 clusters Score -8363814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45010 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8363813.500000 Penalty: 5319.668457
	Iteration 40F: 3 clusters Score -8363814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (45003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Entering Unmasked Estep 
Score: -8156883.500000 Penalty: 2657.192139
	Iteration 0F: 2 clusters Score -8156884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -8126990.500000 Penalty: 5314.384277
	Iteration 0F: 3 clusters Score -8126990 nChanged 20860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -8138632.500000 Penalty: 5314.384277
	Iteration 1F: 3 clusters Score -8138632 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22962 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -8139190.500000 Penalty: 5314.384277
	Iteration 2Q: 3 clusters Score -8139190 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 21888 members 
Entering Unmasked Estep 
Score: -8139673.500000 Penalty: 5314.384277
	Iteration 3Q: 3 clusters Score -8139674 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -8140152.500000 Penalty: 5314.384277
	Iteration 4Q: 3 clusters Score -8140152 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -8140829.500000 Penalty: 5314.384277
	Iteration 5Q: 3 clusters Score -8140830 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -8141802.500000 Penalty: 5314.384277
	Iteration 6Q: 3 clusters Score -8141802 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -8143079.500000 Penalty: 5314.384277
	Iteration 7Q: 3 clusters Score -8143080 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -8144948.500000 Penalty: 5314.384277
	Iteration 8F: 3 clusters Score -8144948 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -8147211.000000 Penalty: 5314.384277
	Iteration 9F: 3 clusters Score -8147211 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -8149192.000000 Penalty: 5314.384277
	Iteration 10F: 3 clusters Score -8149192 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -8150302.000000 Penalty: 5314.384277
	Iteration 11F: 3 clusters Score -8150302 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -8150799.000000 Penalty: 5314.384277
	Iteration 12Q: 3 clusters Score -8150799 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -8151131.000000 Penalty: 5314.384277
	Iteration 13Q: 3 clusters Score -8151131 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -8151395.000000 Penalty: 5314.384277
	Iteration 14Q: 3 clusters Score -8151395 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -8151640.000000 Penalty: 5314.384277
	Iteration 15Q: 3 clusters Score -8151640 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -8151939.500000 Penalty: 5314.384277
	Iteration 16Q: 3 clusters Score -8151940 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 25649 members 
Entering Unmasked Estep 
Score: -8152329.000000 Penalty: 5314.384277
	Iteration 17Q: 3 clusters Score -8152329 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -8152627.500000 Penalty: 5314.384277
	Iteration 18Q: 3 clusters Score -8152628 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -8152898.000000 Penalty: 5314.384277
	Iteration 19Q: 3 clusters Score -8152898 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -8153116.000000 Penalty: 5314.384277
	Iteration 20F: 3 clusters Score -8153116 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -8153247.000000 Penalty: 5314.384277
	Iteration 21Q: 3 clusters Score -8153247 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -8153348.000000 Penalty: 5314.384277
	Iteration 22Q: 3 clusters Score -8153348 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -8153441.500000 Penalty: 5314.384277
	Iteration 23Q: 3 clusters Score -8153442 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -8153552.000000 Penalty: 5314.384277
	Iteration 24Q: 3 clusters Score -8153552 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 28785 members 
Entering Unmasked Estep 
Score: -8153611.000000 Penalty: 5314.384277
	Iteration 25Q: 3 clusters Score -8153611 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -8153662.500000 Penalty: 5314.384277
	Iteration 26Q: 3 clusters Score -8153662 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -8153749.500000 Penalty: 5314.384277
	Iteration 27Q: 3 clusters Score -8153750 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 29584 members 
Entering Unmasked Estep 
Score: -8153820.000000 Penalty: 5314.384277
	Iteration 28Q: 3 clusters Score -8153820 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 29834 members 
Entering Unmasked Estep 
Score: -8153895.000000 Penalty: 5314.384277
	Iteration 29Q: 3 clusters Score -8153895 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -8153947.500000 Penalty: 5314.384277
	Iteration 30Q: 3 clusters Score -8153948 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -8154021.000000 Penalty: 5314.384277
	Iteration 31Q: 3 clusters Score -8154021 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -8154055.000000 Penalty: 5314.384277
	Iteration 32Q: 3 clusters Score -8154055 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -8154073.000000 Penalty: 5314.384277
	Iteration 33Q: 3 clusters Score -8154073 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 30791 members 
Entering Unmasked Estep 
Score: -8154078.500000 Penalty: 5314.384277
	Iteration 34Q: 3 clusters Score -8154078 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -8154137.500000 Penalty: 5314.384277
	Iteration 35Q: 3 clusters Score -8154138 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -8154186.000000 Penalty: 5314.384277
	Iteration 36Q: 3 clusters Score -8154186 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -8154245.000000 Penalty: 5314.384277
	Iteration 37Q: 3 clusters Score -8154245 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -8154297.500000 Penalty: 5314.384277
	Iteration 38Q: 3 clusters Score -8154298 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -8154314.000000 Penalty: 5314.384277
	Iteration 39Q: 3 clusters Score -8154314 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -8154362.500000 Penalty: 5314.384277
	Iteration 40F: 3 clusters Score -8154362 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -8154385.000000 Penalty: 5314.384277
	Iteration 41Q: 3 clusters Score -8154385 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -8154412.500000 Penalty: 5314.384277
	Iteration 42Q: 3 clusters Score -8154412 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -8154448.000000 Penalty: 5314.384277
	Iteration 43Q: 3 clusters Score -8154448 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -8154467.500000 Penalty: 5314.384277
	Iteration 44Q: 3 clusters Score -8154468 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -8154479.500000 Penalty: 5314.384277
	Iteration 45Q: 3 clusters Score -8154480 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -8154521.500000 Penalty: 5314.384277
	Iteration 46Q: 3 clusters Score -8154522 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -8154532.500000 Penalty: 5314.384277
	Iteration 47Q: 3 clusters Score -8154532 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 32870 members 
Entering Unmasked Estep 
Score: -8154556.500000 Penalty: 5314.384277
	Iteration 48Q: 3 clusters Score -8154556 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -8154578.000000 Penalty: 5314.384277
	Iteration 49Q: 3 clusters Score -8154578 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -8154611.000000 Penalty: 5314.384277
	Iteration 50Q: 3 clusters Score -8154611 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 33245 members 
Entering Unmasked Estep 
Score: -8154638.500000 Penalty: 5314.384277
	Iteration 51Q: 3 clusters Score -8154638 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 33362 members 
Entering Unmasked Estep 
Score: -8154675.000000 Penalty: 5314.384277
	Iteration 52Q: 3 clusters Score -8154675 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -8154694.500000 Penalty: 5314.384277
	Iteration 53Q: 3 clusters Score -8154694 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -8154748.500000 Penalty: 5314.384277
	Iteration 54Q: 3 clusters Score -8154748 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -8154754.000000 Penalty: 5314.384277
	Iteration 55Q: 3 clusters Score -8154754 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 33757 members 
Entering Unmasked Estep 
Score: -8154777.000000 Penalty: 5314.384277
	Iteration 56Q: 3 clusters Score -8154777 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -8154789.500000 Penalty: 5314.384277
	Iteration 57Q: 3 clusters Score -8154790 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -8154785.000000 Penalty: 5314.384277
	Iteration 58Q: 3 clusters Score -8154785 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -8154784.500000 Penalty: 5314.384277
	Iteration 59Q: 3 clusters Score -8154784 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -8154826.000000 Penalty: 5314.384277
	Iteration 60F: 3 clusters Score -8154826 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -8154844.500000 Penalty: 5314.384277
	Iteration 61Q: 3 clusters Score -8154844 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -8154859.500000 Penalty: 5314.384277
	Iteration 62Q: 3 clusters Score -8154860 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -8154882.500000 Penalty: 5314.384277
	Iteration 63Q: 3 clusters Score -8154882 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
Score: -8154898.000000 Penalty: 5314.384277
	Iteration 64Q: 3 clusters Score -8154898 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -8154913.500000 Penalty: 5314.384277
	Iteration 65Q: 3 clusters Score -8154914 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -8154961.000000 Penalty: 5314.384277
	Iteration 66Q: 3 clusters Score -8154961 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 34807 members 
Entering Unmasked Estep 
Score: -8154938.500000 Penalty: 5314.384277
	Iteration 67Q: 3 clusters Score -8154938 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -8154964.000000 Penalty: 5314.384277
	Iteration 68Q: 3 clusters Score -8154964 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -8154997.000000 Penalty: 5314.384277
	Iteration 69Q: 3 clusters Score -8154997 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -8155008.000000 Penalty: 5314.384277
	Iteration 70Q: 3 clusters Score -8155008 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -8155019.500000 Penalty: 5314.384277
	Iteration 71Q: 3 clusters Score -8155020 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 35185 members 
Entering Unmasked Estep 
Score: -8155030.500000 Penalty: 5314.384277
	Iteration 72Q: 3 clusters Score -8155030 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -8155047.000000 Penalty: 5314.384277
	Iteration 73Q: 3 clusters Score -8155047 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 35305 members 
Entering Unmasked Estep 
Score: -8155070.500000 Penalty: 5314.384277
	Iteration 74Q: 3 clusters Score -8155070 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -8155094.000000 Penalty: 5314.384277
	Iteration 75Q: 3 clusters Score -8155094 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 35418 members 
Entering Unmasked Estep 
Score: -8155109.500000 Penalty: 5314.384277
	Iteration 76Q: 3 clusters Score -8155110 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -8155111.000000 Penalty: 5314.384277
	Iteration 77Q: 3 clusters Score -8155111 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -8155114.000000 Penalty: 5314.384277
	Iteration 78Q: 3 clusters Score -8155114 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -8155125.500000 Penalty: 5314.384277
	Iteration 79Q: 3 clusters Score -8155126 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -8155129.000000 Penalty: 5314.384277
	Iteration 80F: 3 clusters Score -8155129 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -8155124.000000 Penalty: 5314.384277
	Iteration 81Q: 3 clusters Score -8155124 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -8155138.000000 Penalty: 5314.384277
	Iteration 82Q: 3 clusters Score -8155138 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -8155139.500000 Penalty: 5314.384277
	Iteration 83Q: 3 clusters Score -8155140 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -8155139.500000 Penalty: 5314.384277
	Iteration 84Q: 3 clusters Score -8155140 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -8155158.000000 Penalty: 5314.384277
	Iteration 85Q: 3 clusters Score -8155158 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -8155170.000000 Penalty: 5314.384277
	Iteration 86Q: 3 clusters Score -8155170 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 35932 members 
Entering Unmasked Estep 
Score: -8155175.500000 Penalty: 5314.384277
	Iteration 87Q: 3 clusters Score -8155176 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -8155196.000000 Penalty: 5314.384277
	Iteration 88Q: 3 clusters Score -8155196 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -8155209.500000 Penalty: 5314.384277
	Iteration 89Q: 3 clusters Score -8155210 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -8155227.500000 Penalty: 5314.384277
	Iteration 90Q: 3 clusters Score -8155228 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -8155226.000000 Penalty: 5314.384277
	Iteration 91Q: 3 clusters Score -8155226 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -8155227.500000 Penalty: 5314.384277
	Iteration 92Q: 3 clusters Score -8155228 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -8155245.000000 Penalty: 5314.384277
	Iteration 93Q: 3 clusters Score -8155245 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -8155258.000000 Penalty: 5314.384277
	Iteration 94Q: 3 clusters Score -8155258 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -8155265.000000 Penalty: 5314.384277
	Iteration 95Q: 3 clusters Score -8155265 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -8155278.500000 Penalty: 5314.384277
	Iteration 96Q: 3 clusters Score -8155278 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -8155281.000000 Penalty: 5314.384277
	Iteration 97Q: 3 clusters Score -8155281 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -8155316.000000 Penalty: 5314.384277
	Iteration 98Q: 3 clusters Score -8155316 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 36422 members 
Entering Unmasked Estep 
Score: -8155317.500000 Penalty: 5314.384277
	Iteration 99Q: 3 clusters Score -8155318 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 36463 members 
Entering Unmasked Estep 
Score: -8155323.500000 Penalty: 5314.384277
	Iteration 100F: 3 clusters Score -8155324 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 36513 members 
Entering Unmasked Estep 
Score: -8155330.000000 Penalty: 5314.384277
	Iteration 101Q: 3 clusters Score -8155330 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -8155331.000000 Penalty: 5314.384277
	Iteration 102Q: 3 clusters Score -8155331 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 36607 members 
Entering Unmasked Estep 
Score: -8155326.000000 Penalty: 5314.384277
	Iteration 103Q: 3 clusters Score -8155326 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -8155339.500000 Penalty: 5314.384277
	Iteration 104Q: 3 clusters Score -8155340 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -8155354.000000 Penalty: 5314.384277
	Iteration 105Q: 3 clusters Score -8155354 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -8155345.500000 Penalty: 5314.384277
	Iteration 106Q: 3 clusters Score -8155346 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -8155355.500000 Penalty: 5314.384277
	Iteration 107Q: 3 clusters Score -8155356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
Score: -8155370.500000 Penalty: 5314.384277
	Iteration 108Q: 3 clusters Score -8155370 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -8155381.500000 Penalty: 5314.384277
	Iteration 109Q: 3 clusters Score -8155382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -8155373.000000 Penalty: 5314.384277
	Iteration 110Q: 3 clusters Score -8155373 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -8155382.000000 Penalty: 5314.384277
	Iteration 111Q: 3 clusters Score -8155382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -8155380.000000 Penalty: 5314.384277
	Iteration 112Q: 3 clusters Score -8155380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -8155380.500000 Penalty: 5314.384277
	Iteration 113Q: 3 clusters Score -8155380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -8155384.000000 Penalty: 5314.384277
	Iteration 114Q: 3 clusters Score -8155384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -8155391.500000 Penalty: 5314.384277
	Iteration 115Q: 3 clusters Score -8155392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 36903 members 
Entering Unmasked Estep 
Score: -8155397.500000 Penalty: 5314.384277
	Iteration 116Q: 3 clusters Score -8155398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 36917 members 
Entering Unmasked Estep 
Score: -8155397.000000 Penalty: 5314.384277
	Iteration 117Q: 3 clusters Score -8155397 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -8155399.000000 Penalty: 5314.384277
	Iteration 118Q: 3 clusters Score -8155399 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -8155404.000000 Penalty: 5314.384277
	Iteration 119Q: 3 clusters Score -8155404 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 36969 members 
Entering Unmasked Estep 
Score: -8155405.000000 Penalty: 5314.384277
	Iteration 120F: 3 clusters Score -8155405 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -8155407.000000 Penalty: 5314.384277
	Iteration 121Q: 3 clusters Score -8155407 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 37017 members 
Entering Unmasked Estep 
Score: -8155407.500000 Penalty: 5314.384277
	Iteration 122Q: 3 clusters Score -8155408 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 37044 members 
Entering Unmasked Estep 
Score: -8155409.500000 Penalty: 5314.384277
	Iteration 123Q: 3 clusters Score -8155410 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -8155438.000000 Penalty: 5314.384277
	Iteration 124Q: 3 clusters Score -8155438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 37098 members 
Entering Unmasked Estep 
Score: -8155430.000000 Penalty: 5314.384277
	Iteration 125Q: 3 clusters Score -8155430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -8155428.000000 Penalty: 5314.384277
	Iteration 126Q: 3 clusters Score -8155428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -8155424.500000 Penalty: 5314.384277
	Iteration 127Q: 3 clusters Score -8155424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -8155426.500000 Penalty: 5314.384277
	Iteration 128Q: 3 clusters Score -8155426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -8155439.000000 Penalty: 5314.384277
	Iteration 129Q: 3 clusters Score -8155439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -8155425.000000 Penalty: 5314.384277
	Iteration 130Q: 3 clusters Score -8155425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 37184 members 
Entering Unmasked Estep 
Score: -8155420.000000 Penalty: 5314.384277
	Iteration 131Q: 3 clusters Score -8155420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -8155415.500000 Penalty: 5314.384277
	Iteration 132Q: 3 clusters Score -8155416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -8155419.000000 Penalty: 5314.384277
	Iteration 133Q: 3 clusters Score -8155419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -8155420.000000 Penalty: 5314.384277
	Iteration 134Q: 3 clusters Score -8155420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -8155427.000000 Penalty: 5314.384277
	Iteration 135Q: 3 clusters Score -8155427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 37220 members 
Entering Unmasked Estep 
Score: -8155424.000000 Penalty: 5314.384277
	Iteration 136Q: 3 clusters Score -8155424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -8155424.500000 Penalty: 5314.384277
	Iteration 137Q: 3 clusters Score -8155424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -8155431.000000 Penalty: 5314.384277
	Iteration 138Q: 3 clusters Score -8155431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -8155433.000000 Penalty: 5314.384277
	Iteration 139Q: 3 clusters Score -8155433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 37248 members 
Entering Unmasked Estep 
Score: -8155440.500000 Penalty: 5314.384277
	Iteration 140F: 3 clusters Score -8155440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 37250 members 
Entering Unmasked Estep 
Score: -8155444.000000 Penalty: 5314.384277
	Iteration 141Q: 3 clusters Score -8155444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 37257 members 
Entering Unmasked Estep 
Score: -8155440.000000 Penalty: 5314.384277
	Iteration 142Q: 3 clusters Score -8155440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 37266 members 
Entering Unmasked Estep 
Score: -8155440.000000 Penalty: 5314.384277
	Iteration 143Q: 3 clusters Score -8155440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 37276 members 
Entering Unmasked Estep 
Score: -8155450.000000 Penalty: 5314.384277
	Iteration 144Q: 3 clusters Score -8155450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -8155450.500000 Penalty: 5314.384277
	Iteration 145Q: 3 clusters Score -8155450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -8155451.500000 Penalty: 5314.384277
	Iteration 146Q: 3 clusters Score -8155452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -8155450.000000 Penalty: 5314.384277
	Iteration 147Q: 3 clusters Score -8155450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 37324 members 
Entering Unmasked Estep 
Score: -8155453.000000 Penalty: 5314.384277
	Iteration 148Q: 3 clusters Score -8155453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -8155454.500000 Penalty: 5314.384277
	Iteration 149Q: 3 clusters Score -8155454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 37343 members 
Entering Unmasked Estep 
Score: -8155458.500000 Penalty: 5314.384277
	Iteration 150Q: 3 clusters Score -8155458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 37352 members 
Entering Unmasked Estep 
Score: -8155451.500000 Penalty: 5314.384277
	Iteration 151Q: 3 clusters Score -8155452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -8155453.000000 Penalty: 5314.384277
	Iteration 152Q: 3 clusters Score -8155453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -8155464.000000 Penalty: 5314.384277
	Iteration 153Q: 3 clusters Score -8155464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -8155470.000000 Penalty: 5314.384277
	Iteration 154Q: 3 clusters Score -8155470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -8155473.000000 Penalty: 5314.384277
	Iteration 155Q: 3 clusters Score -8155473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -8155469.000000 Penalty: 5314.384277
	Iteration 156Q: 3 clusters Score -8155469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -8155461.500000 Penalty: 5314.384277
	Iteration 157Q: 3 clusters Score -8155462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -8155456.500000 Penalty: 5314.384277
	Iteration 158Q: 3 clusters Score -8155456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -8155469.000000 Penalty: 5314.384277
	Iteration 159Q: 3 clusters Score -8155469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -8155468.500000 Penalty: 5314.384277
	Iteration 160F: 3 clusters Score -8155468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -8155474.500000 Penalty: 5314.384277
	Iteration 161Q: 3 clusters Score -8155474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -8155468.500000 Penalty: 5314.384277
	Iteration 162Q: 3 clusters Score -8155468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -8155477.500000 Penalty: 5314.384277
	Iteration 163Q: 3 clusters Score -8155478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 37432 members 
Entering Unmasked Estep 
Score: -8155475.000000 Penalty: 5314.384277
	Iteration 164Q: 3 clusters Score -8155475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -8155469.000000 Penalty: 5314.384277
	Iteration 165Q: 3 clusters Score -8155469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -8155471.000000 Penalty: 5314.384277
	Iteration 166Q: 3 clusters Score -8155471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 37447 members 
Entering Unmasked Estep 
Score: -8155472.000000 Penalty: 5314.384277
	Iteration 167Q: 3 clusters Score -8155472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
Score: -8155473.500000 Penalty: 5314.384277
	Iteration 168Q: 3 clusters Score -8155474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -8155474.500000 Penalty: 5314.384277
	Iteration 169Q: 3 clusters Score -8155474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -8155474.500000 Penalty: 5314.384277
	Iteration 170F: 3 clusters Score -8155474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47269 members 
Entering Unmasked Estep 
Score: -8711819.000000 Penalty: 2669.375244
	Iteration 0F: 2 clusters Score -8711819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -8681648.000000 Penalty: 5338.750488
	Iteration 0F: 3 clusters Score -8681648 nChanged 21840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -8693588.000000 Penalty: 5338.750488
	Iteration 1F: 3 clusters Score -8693588 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -8694164.000000 Penalty: 5338.750488
	Iteration 2Q: 3 clusters Score -8694164 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -8694697.000000 Penalty: 5338.750488
	Iteration 3Q: 3 clusters Score -8694697 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -8695215.000000 Penalty: 5338.750488
	Iteration 4Q: 3 clusters Score -8695215 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 25482 members 
Entering Unmasked Estep 
Score: -8695888.000000 Penalty: 5338.750488
	Iteration 5Q: 3 clusters Score -8695888 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -8696695.000000 Penalty: 5338.750488
	Iteration 6Q: 3 clusters Score -8696695 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -8697820.000000 Penalty: 5338.750488
	Iteration 7Q: 3 clusters Score -8697820 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 28003 members 
Entering Unmasked Estep 
Score: -8699167.000000 Penalty: 5338.750488
	Iteration 8Q: 3 clusters Score -8699167 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18231 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -8700901.000000 Penalty: 5338.750488
	Iteration 9F: 3 clusters Score -8700901 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -8702720.000000 Penalty: 5338.750488
	Iteration 10F: 3 clusters Score -8702720 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -8704269.000000 Penalty: 5338.750488
	Iteration 11Q: 3 clusters Score -8704269 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -8705317.000000 Penalty: 5338.750488
	Iteration 12Q: 3 clusters Score -8705317 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 30200 members 
Entering Unmasked Estep 
Score: -8706099.000000 Penalty: 5338.750488
	Iteration 13Q: 3 clusters Score -8706099 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -8706810.000000 Penalty: 5338.750488
	Iteration 14Q: 3 clusters Score -8706810 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -8707460.000000 Penalty: 5338.750488
	Iteration 15Q: 3 clusters Score -8707460 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -8708082.000000 Penalty: 5338.750488
	Iteration 16Q: 3 clusters Score -8708082 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -8708618.000000 Penalty: 5338.750488
	Iteration 17Q: 3 clusters Score -8708618 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -8708967.000000 Penalty: 5338.750488
	Iteration 18Q: 3 clusters Score -8708967 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 28727 members 
Entering Unmasked Estep 
Score: -8709226.000000 Penalty: 5338.750488
	Iteration 19Q: 3 clusters Score -8709226 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -8709448.000000 Penalty: 5338.750488
	Iteration 20F: 3 clusters Score -8709448 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 27955 members 
Entering Unmasked Estep 
Score: -8709604.000000 Penalty: 5338.750488
	Iteration 21Q: 3 clusters Score -8709604 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -8709673.000000 Penalty: 5338.750488
	Iteration 22Q: 3 clusters Score -8709673 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -8709714.000000 Penalty: 5338.750488
	Iteration 23Q: 3 clusters Score -8709714 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -8709725.000000 Penalty: 5338.750488
	Iteration 24Q: 3 clusters Score -8709725 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -8709733.000000 Penalty: 5338.750488
	Iteration 25Q: 3 clusters Score -8709733 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -8709718.000000 Penalty: 5338.750488
	Iteration 26Q: 3 clusters Score -8709718 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 26920 members 
Entering Unmasked Estep 
Score: -8709755.000000 Penalty: 5338.750488
	Iteration 27Q: 3 clusters Score -8709755 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -8709770.000000 Penalty: 5338.750488
	Iteration 28Q: 3 clusters Score -8709770 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 26710 members 
Entering Unmasked Estep 
Score: -8709792.000000 Penalty: 5338.750488
	Iteration 29Q: 3 clusters Score -8709792 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -8709789.000000 Penalty: 5338.750488
	Iteration 30Q: 3 clusters Score -8709789 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -8709773.000000 Penalty: 5338.750488
	Iteration 31Q: 3 clusters Score -8709773 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -8709813.000000 Penalty: 5338.750488
	Iteration 32Q: 3 clusters Score -8709813 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -8709811.000000 Penalty: 5338.750488
	Iteration 33Q: 3 clusters Score -8709811 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -8709837.000000 Penalty: 5338.750488
	Iteration 34Q: 3 clusters Score -8709837 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -8709825.000000 Penalty: 5338.750488
	Iteration 35Q: 3 clusters Score -8709825 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -8709862.000000 Penalty: 5338.750488
	Iteration 36Q: 3 clusters Score -8709862 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -8709845.000000 Penalty: 5338.750488
	Iteration 37Q: 3 clusters Score -8709845 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -8709828.000000 Penalty: 5338.750488
	Iteration 38Q: 3 clusters Score -8709828 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -8709848.000000 Penalty: 5338.750488
	Iteration 39Q: 3 clusters Score -8709848 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22694 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -8709837.000000 Penalty: 5338.750488
	Iteration 40F: 3 clusters Score -8709837 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -8709821.000000 Penalty: 5338.750488
	Iteration 41Q: 3 clusters Score -8709821 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -8709848.000000 Penalty: 5338.750488
	Iteration 42Q: 3 clusters Score -8709848 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
Score: -8709868.000000 Penalty: 5338.750488
	Iteration 43Q: 3 clusters Score -8709868 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -8709855.000000 Penalty: 5338.750488
	Iteration 44Q: 3 clusters Score -8709855 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -8709866.000000 Penalty: 5338.750488
	Iteration 45Q: 3 clusters Score -8709866 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -8709899.000000 Penalty: 5338.750488
	Iteration 46Q: 3 clusters Score -8709899 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -8709964.000000 Penalty: 5338.750488
	Iteration 47Q: 3 clusters Score -8709964 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -8709922.000000 Penalty: 5338.750488
	Iteration 48Q: 3 clusters Score -8709922 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -8709935.000000 Penalty: 5338.750488
	Iteration 49Q: 3 clusters Score -8709935 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -8709924.000000 Penalty: 5338.750488
	Iteration 50Q: 3 clusters Score -8709924 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -8709944.000000 Penalty: 5338.750488
	Iteration 51Q: 3 clusters Score -8709944 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -8709953.000000 Penalty: 5338.750488
	Iteration 52Q: 3 clusters Score -8709953 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -8709969.000000 Penalty: 5338.750488
	Iteration 53Q: 3 clusters Score -8709969 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -8709951.000000 Penalty: 5338.750488
	Iteration 54Q: 3 clusters Score -8709951 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -8709975.000000 Penalty: 5338.750488
	Iteration 55Q: 3 clusters Score -8709975 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -8709983.000000 Penalty: 5338.750488
	Iteration 56Q: 3 clusters Score -8709983 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -8709945.000000 Penalty: 5338.750488
	Iteration 57Q: 3 clusters Score -8709945 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -8710001.000000 Penalty: 5338.750488
	Iteration 58Q: 3 clusters Score -8710001 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -8709979.000000 Penalty: 5338.750488
	Iteration 59Q: 3 clusters Score -8709979 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -8709935.000000 Penalty: 5338.750488
	Iteration 60F: 3 clusters Score -8709935 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -8709934.000000 Penalty: 5338.750488
	Iteration 61Q: 3 clusters Score -8709934 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -8709953.000000 Penalty: 5338.750488
	Iteration 62Q: 3 clusters Score -8709953 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31226 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -8710030.000000 Penalty: 5338.750488
	Iteration 63Q: 3 clusters Score -8710030 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -8710012.000000 Penalty: 5338.750488
	Iteration 64Q: 3 clusters Score -8710012 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31914 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -8710043.000000 Penalty: 5338.750488
	Iteration 65Q: 3 clusters Score -8710043 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -8710037.000000 Penalty: 5338.750488
	Iteration 66Q: 3 clusters Score -8710037 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -8710030.000000 Penalty: 5338.750488
	Iteration 67Q: 3 clusters Score -8710030 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -8710038.000000 Penalty: 5338.750488
	Iteration 68Q: 3 clusters Score -8710038 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -8710079.000000 Penalty: 5338.750488
	Iteration 69Q: 3 clusters Score -8710079 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33214 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -8710060.000000 Penalty: 5338.750488
	Iteration 70Q: 3 clusters Score -8710060 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33501 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -8710046.000000 Penalty: 5338.750488
	Iteration 71Q: 3 clusters Score -8710046 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33757 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -8710081.000000 Penalty: 5338.750488
	Iteration 72Q: 3 clusters Score -8710081 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -8710083.000000 Penalty: 5338.750488
	Iteration 73Q: 3 clusters Score -8710083 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -8710102.000000 Penalty: 5338.750488
	Iteration 74Q: 3 clusters Score -8710102 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -8710108.000000 Penalty: 5338.750488
	Iteration 75Q: 3 clusters Score -8710108 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -8710156.000000 Penalty: 5338.750488
	Iteration 76Q: 3 clusters Score -8710156 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -8710153.000000 Penalty: 5338.750488
	Iteration 77Q: 3 clusters Score -8710153 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -8710185.000000 Penalty: 5338.750488
	Iteration 78Q: 3 clusters Score -8710185 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -8710221.000000 Penalty: 5338.750488
	Iteration 79Q: 3 clusters Score -8710221 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35564 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -8710225.000000 Penalty: 5338.750488
	Iteration 80F: 3 clusters Score -8710225 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35754 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -8710214.000000 Penalty: 5338.750488
	Iteration 81Q: 3 clusters Score -8710214 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -8710229.000000 Penalty: 5338.750488
	Iteration 82Q: 3 clusters Score -8710229 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -8710249.000000 Penalty: 5338.750488
	Iteration 83Q: 3 clusters Score -8710249 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36118 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -8710251.000000 Penalty: 5338.750488
	Iteration 84Q: 3 clusters Score -8710251 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -8710272.000000 Penalty: 5338.750488
	Iteration 85Q: 3 clusters Score -8710272 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -8710266.000000 Penalty: 5338.750488
	Iteration 86Q: 3 clusters Score -8710266 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36368 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -8710252.000000 Penalty: 5338.750488
	Iteration 87Q: 3 clusters Score -8710252 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36409 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -8710242.000000 Penalty: 5338.750488
	Iteration 88Q: 3 clusters Score -8710242 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -8710256.000000 Penalty: 5338.750488
	Iteration 89Q: 3 clusters Score -8710256 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -8710263.000000 Penalty: 5338.750488
	Iteration 90Q: 3 clusters Score -8710263 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 10697 members 
Entering Unmasked Estep 
Score: -8710258.000000 Penalty: 5338.750488
	Iteration 91Q: 3 clusters Score -8710258 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -8710272.000000 Penalty: 5338.750488
	Iteration 92Q: 3 clusters Score -8710272 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -8710292.000000 Penalty: 5338.750488
	Iteration 93Q: 3 clusters Score -8710292 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36749 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -8710291.000000 Penalty: 5338.750488
	Iteration 94Q: 3 clusters Score -8710291 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36767 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -8710287.000000 Penalty: 5338.750488
	Iteration 95Q: 3 clusters Score -8710287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36778 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -8710280.000000 Penalty: 5338.750488
	Iteration 96Q: 3 clusters Score -8710280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -8710273.000000 Penalty: 5338.750488
	Iteration 97Q: 3 clusters Score -8710273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -8710278.000000 Penalty: 5338.750488
	Iteration 98Q: 3 clusters Score -8710278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -8710277.000000 Penalty: 5338.750488
	Iteration 99Q: 3 clusters Score -8710277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -8710276.000000 Penalty: 5338.750488
	Iteration 100F: 3 clusters Score -8710276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36786 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -8710280.000000 Penalty: 5338.750488
	Iteration 101Q: 3 clusters Score -8710280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -8710274.000000 Penalty: 5338.750488
	Iteration 102Q: 3 clusters Score -8710274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -8710279.000000 Penalty: 5338.750488
	Iteration 103Q: 3 clusters Score -8710279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -8710279.000000 Penalty: 5338.750488
	Iteration 104F: 3 clusters Score -8710279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (46786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46786 members 
Entering Unmasked Estep 
Score: -8644703.000000 Penalty: 2666.828369
	Iteration 0F: 2 clusters Score -8644703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -8615636.000000 Penalty: 5333.656738
	Iteration 0F: 3 clusters Score -8615636 nChanged 21467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 24782 members 
Entering Unmasked Estep 
Score: -8627673.000000 Penalty: 5333.656738
	Iteration 1F: 3 clusters Score -8627673 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -8628313.000000 Penalty: 5333.656738
	Iteration 2Q: 3 clusters Score -8628313 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -8628900.000000 Penalty: 5333.656738
	Iteration 3Q: 3 clusters Score -8628900 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -8629804.000000 Penalty: 5333.656738
	Iteration 4Q: 3 clusters Score -8629804 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -8631082.000000 Penalty: 5333.656738
	Iteration 5F: 3 clusters Score -8631082 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -8632935.000000 Penalty: 5333.656738
	Iteration 6F: 3 clusters Score -8632935 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 36798 members 
Entering Unmasked Estep 
Score: -8635583.000000 Penalty: 5333.656738
	Iteration 7F: 3 clusters Score -8635583 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -8638446.000000 Penalty: 5333.656738
	Iteration 8F: 3 clusters Score -8638446 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 43236 members 
Entering Unmasked Estep 
Score: -8640774.000000 Penalty: 5333.656738
	Iteration 9F: 3 clusters Score -8640774 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
Score: -8641861.000000 Penalty: 5333.656738
	Iteration 10Q: 3 clusters Score -8641861 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 46009 members 
Entering Unmasked Estep 
Score: -8642199.000000 Penalty: 5333.656738
	Iteration 11Q: 3 clusters Score -8642199 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 46301 members 
Entering Unmasked Estep 
Score: -8642308.000000 Penalty: 5333.656738
	Iteration 12Q: 3 clusters Score -8642308 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 46424 members 
Entering Unmasked Estep 
Score: -8642385.000000 Penalty: 5333.656738
	Iteration 13Q: 3 clusters Score -8642385 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 46477 members 
Entering Unmasked Estep 
Score: -8642430.000000 Penalty: 5333.656738
	Iteration 14Q: 3 clusters Score -8642430 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -8642451.000000 Penalty: 5333.656738
	Iteration 15Q: 3 clusters Score -8642451 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 46508 members 
Entering Unmasked Estep 
Score: -8642482.000000 Penalty: 5333.656738
	Iteration 16Q: 3 clusters Score -8642482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 46517 members 
Entering Unmasked Estep 
Score: -8642491.000000 Penalty: 5333.656738
	Iteration 17Q: 3 clusters Score -8642491 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 46525 members 
Entering Unmasked Estep 
Score: -8642508.000000 Penalty: 5333.656738
	Iteration 18Q: 3 clusters Score -8642508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 46529 members 
Entering Unmasked Estep 
Score: -8642518.000000 Penalty: 5333.656738
	Iteration 19Q: 3 clusters Score -8642518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 46530 members 
Entering Unmasked Estep 
Score: -8642523.000000 Penalty: 5333.656738
	Iteration 20F: 3 clusters Score -8642523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 46531 members 
Entering Unmasked Estep 
Score: -8642524.000000 Penalty: 5333.656738
	Iteration 21Q: 3 clusters Score -8642524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 46534 members 
Entering Unmasked Estep 
Score: -8642520.000000 Penalty: 5333.656738
	Iteration 22Q: 3 clusters Score -8642520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 46535 members 
Entering Unmasked Estep 
Score: -8642520.000000 Penalty: 5333.656738
	Iteration 23Q: 3 clusters Score -8642520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 46535 members 
Entering Unmasked Estep 
Score: -8642520.000000 Penalty: 5333.656738
	Iteration 24F: 3 clusters Score -8642520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (37127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37127 members 
Entering Unmasked Estep 
Score: -6746704.000000 Penalty: 2609.480713
	Iteration 0F: 2 clusters Score -6746704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -6721359.000000 Penalty: 5218.961426
	Iteration 0F: 3 clusters Score -6721359 nChanged 16919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -6730423.000000 Penalty: 5218.961426
	Iteration 1F: 3 clusters Score -6730423 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -6730811.500000 Penalty: 5218.961426
	Iteration 2Q: 3 clusters Score -6730812 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -6731247.000000 Penalty: 5218.961426
	Iteration 3Q: 3 clusters Score -6731247 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -6731706.000000 Penalty: 5218.961426
	Iteration 4Q: 3 clusters Score -6731706 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -6732195.500000 Penalty: 5218.961426
	Iteration 5Q: 3 clusters Score -6732196 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -6732948.500000 Penalty: 5218.961426
	Iteration 6Q: 3 clusters Score -6732948 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -6733738.000000 Penalty: 5218.961426
	Iteration 7Q: 3 clusters Score -6733738 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -6734853.000000 Penalty: 5218.961426
	Iteration 8F: 3 clusters Score -6734853 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -6736269.500000 Penalty: 5218.961426
	Iteration 9F: 3 clusters Score -6736270 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -6737825.000000 Penalty: 5218.961426
	Iteration 10F: 3 clusters Score -6737825 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -6739317.000000 Penalty: 5218.961426
	Iteration 11F: 3 clusters Score -6739317 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -6740429.500000 Penalty: 5218.961426
	Iteration 12Q: 3 clusters Score -6740430 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -6741160.000000 Penalty: 5218.961426
	Iteration 13Q: 3 clusters Score -6741160 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -6741705.500000 Penalty: 5218.961426
	Iteration 14Q: 3 clusters Score -6741706 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -6742184.500000 Penalty: 5218.961426
	Iteration 15Q: 3 clusters Score -6742184 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -6742625.000000 Penalty: 5218.961426
	Iteration 16Q: 3 clusters Score -6742625 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -6742875.000000 Penalty: 5218.961426
	Iteration 17Q: 3 clusters Score -6742875 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -6743110.000000 Penalty: 5218.961426
	Iteration 18Q: 3 clusters Score -6743110 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -6743293.000000 Penalty: 5218.961426
	Iteration 19Q: 3 clusters Score -6743293 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28641 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -6743417.000000 Penalty: 5218.961426
	Iteration 20F: 3 clusters Score -6743417 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -6743521.500000 Penalty: 5218.961426
	Iteration 21Q: 3 clusters Score -6743522 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29258 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -6743615.500000 Penalty: 5218.961426
	Iteration 22Q: 3 clusters Score -6743616 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -6743708.000000 Penalty: 5218.961426
	Iteration 23Q: 3 clusters Score -6743708 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -6743771.000000 Penalty: 5218.961426
	Iteration 24Q: 3 clusters Score -6743771 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -6743835.500000 Penalty: 5218.961426
	Iteration 25Q: 3 clusters Score -6743836 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -6743871.500000 Penalty: 5218.961426
	Iteration 26Q: 3 clusters Score -6743872 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -6743894.000000 Penalty: 5218.961426
	Iteration 27Q: 3 clusters Score -6743894 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30536 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -6743942.000000 Penalty: 5218.961426
	Iteration 28Q: 3 clusters Score -6743942 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -6743997.500000 Penalty: 5218.961426
	Iteration 29Q: 3 clusters Score -6743998 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -6744043.500000 Penalty: 5218.961426
	Iteration 30Q: 3 clusters Score -6744044 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -6744066.000000 Penalty: 5218.961426
	Iteration 31Q: 3 clusters Score -6744066 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31163 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -6744103.000000 Penalty: 5218.961426
	Iteration 32Q: 3 clusters Score -6744103 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -6744120.000000 Penalty: 5218.961426
	Iteration 33Q: 3 clusters Score -6744120 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -6744153.500000 Penalty: 5218.961426
	Iteration 34Q: 3 clusters Score -6744154 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -6744171.000000 Penalty: 5218.961426
	Iteration 35Q: 3 clusters Score -6744171 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -6744193.500000 Penalty: 5218.961426
	Iteration 36Q: 3 clusters Score -6744194 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -6744214.500000 Penalty: 5218.961426
	Iteration 37Q: 3 clusters Score -6744214 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -6744215.000000 Penalty: 5218.961426
	Iteration 38Q: 3 clusters Score -6744215 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -6744236.000000 Penalty: 5218.961426
	Iteration 39Q: 3 clusters Score -6744236 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -6744239.500000 Penalty: 5218.961426
	Iteration 40F: 3 clusters Score -6744240 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -6744265.000000 Penalty: 5218.961426
	Iteration 41Q: 3 clusters Score -6744265 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -6744263.000000 Penalty: 5218.961426
	Iteration 42Q: 3 clusters Score -6744263 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -6744267.500000 Penalty: 5218.961426
	Iteration 43Q: 3 clusters Score -6744268 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -6744276.500000 Penalty: 5218.961426
	Iteration 44Q: 3 clusters Score -6744276 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -6744290.500000 Penalty: 5218.961426
	Iteration 45Q: 3 clusters Score -6744290 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -6744302.000000 Penalty: 5218.961426
	Iteration 46Q: 3 clusters Score -6744302 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -6744312.500000 Penalty: 5218.961426
	Iteration 47Q: 3 clusters Score -6744312 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32284 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -6744328.500000 Penalty: 5218.961426
	Iteration 48Q: 3 clusters Score -6744328 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -6744329.000000 Penalty: 5218.961426
	Iteration 49Q: 3 clusters Score -6744329 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -6744342.000000 Penalty: 5218.961426
	Iteration 50Q: 3 clusters Score -6744342 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -6744349.500000 Penalty: 5218.961426
	Iteration 51Q: 3 clusters Score -6744350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -6744352.500000 Penalty: 5218.961426
	Iteration 52Q: 3 clusters Score -6744352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -6744356.500000 Penalty: 5218.961426
	Iteration 53Q: 3 clusters Score -6744356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -6744354.000000 Penalty: 5218.961426
	Iteration 54Q: 3 clusters Score -6744354 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -6744365.500000 Penalty: 5218.961426
	Iteration 55Q: 3 clusters Score -6744366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -6744359.500000 Penalty: 5218.961426
	Iteration 56Q: 3 clusters Score -6744360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -6744352.000000 Penalty: 5218.961426
	Iteration 57Q: 3 clusters Score -6744352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -6744349.500000 Penalty: 5218.961426
	Iteration 58Q: 3 clusters Score -6744350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -6744359.000000 Penalty: 5218.961426
	Iteration 59Q: 3 clusters Score -6744359 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -6744359.500000 Penalty: 5218.961426
	Iteration 60F: 3 clusters Score -6744360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -6744366.500000 Penalty: 5218.961426
	Iteration 61Q: 3 clusters Score -6744366 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -6744380.000000 Penalty: 5218.961426
	Iteration 62Q: 3 clusters Score -6744380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -6744372.500000 Penalty: 5218.961426
	Iteration 63Q: 3 clusters Score -6744372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -6744379.000000 Penalty: 5218.961426
	Iteration 64Q: 3 clusters Score -6744379 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6744393 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6744392 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6744384 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6744386 nChanged 35
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Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6744402 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32875 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -6744411.500000 Penalty: 5218.961426
	Iteration 70Q: 3 clusters Score -6744412 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6744400 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6744398 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6744404 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6744423 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6744426 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -6744421 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6744421 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6744425 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6744444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6744447 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6744456 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6744455 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6744461 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6744460 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33241 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6744474 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6744482 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6744470 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6744478 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6744482 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6744491 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33337 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6744485 nChanged 7
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Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6744496 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33349 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6744494 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33353 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6744499 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 3773 members 
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	Iteration 95Q: 3 clusters Score -6744498 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6744500 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33359 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6744499 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 3766 members 
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	Iteration 98Q: 3 clusters Score -6744495 nChanged 3
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Mstep: Class 1 contains 33364 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6744494 nChanged 4
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Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6744496 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6744479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6744490 nChanged 6
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Mstep: Class 1 contains 33387 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6744494 nChanged 6
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Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6744498 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6744500 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6744502 nChanged 5
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Mstep: Class 1 contains 33409 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6744504 nChanged 7
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Mstep: Class 1 contains 33416 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6744502 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6744505 nChanged 10
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Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6744495 nChanged 10
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Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6744498 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 3673 members 
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	Iteration 112Q: 3 clusters Score -6744501 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33459 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6744493 nChanged 4
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Mstep: Class 1 contains 33463 members 
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	Iteration 114Q: 3 clusters Score -6744496 nChanged 6
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Mstep: Class 1 contains 33469 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6744500 nChanged 9
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Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6744508 nChanged 12
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Mstep: Class 1 contains 33490 members 
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	Iteration 117Q: 3 clusters Score -6744510 nChanged 14
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Mstep: Class 1 contains 33504 members 
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	Iteration 118Q: 3 clusters Score -6744523 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33520 members 
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	Iteration 119Q: 3 clusters Score -6744518 nChanged 14
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Mstep: Class 1 contains 33534 members 
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	Iteration 120F: 3 clusters Score -6744520 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33552 members 
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	Iteration 121Q: 3 clusters Score -6744528 nChanged 13
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Mstep: Class 1 contains 33565 members 
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	Iteration 122Q: 3 clusters Score -6744517 nChanged 11
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Mstep: Class 1 contains 33576 members 
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	Iteration 123Q: 3 clusters Score -6744514 nChanged 10
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Mstep: Class 1 contains 33586 members 
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	Iteration 124Q: 3 clusters Score -6744519 nChanged 12
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Mstep: Class 1 contains 33598 members 
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	Iteration 125Q: 3 clusters Score -6744522 nChanged 15
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Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6744527 nChanged 12
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Mstep: Class 1 contains 33625 members 
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	Iteration 127Q: 3 clusters Score -6744518 nChanged 7
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Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 3495 members 
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Score: -6744522.000000 Penalty: 5218.961426
	Iteration 128Q: 3 clusters Score -6744522 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 3488 members 
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	Iteration 129Q: 3 clusters Score -6744531 nChanged 12
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Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 3476 members 
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Score: -6744529.000000 Penalty: 5218.961426
	Iteration 130Q: 3 clusters Score -6744529 nChanged 6
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Mstep: Class 1 contains 33657 members 
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	Iteration 131Q: 3 clusters Score -6744532 nChanged 5
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Mstep: Class 1 contains 33662 members 
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	Iteration 132Q: 3 clusters Score -6744530 nChanged 5
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Mstep: Class 1 contains 33667 members 
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	Iteration 133Q: 3 clusters Score -6744534 nChanged 5
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Mstep: Class 1 contains 33672 members 
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	Iteration 134Q: 3 clusters Score -6744535 nChanged 2
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	Iteration 135Q: 3 clusters Score -6744532 nChanged 4
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	Iteration 136Q: 3 clusters Score -6744534 nChanged 3
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Mstep: Class 1 contains 33681 members 
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	Iteration 137Q: 3 clusters Score -6744542 nChanged 5
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	Iteration 138Q: 3 clusters Score -6744542 nChanged 4
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	Iteration 139Q: 3 clusters Score -6744538 nChanged 8
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	Iteration 140F: 3 clusters Score -6744536 nChanged 7
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Mstep: Class 1 contains 33705 members 
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	Iteration 141Q: 3 clusters Score -6744540 nChanged 6
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	Iteration 142Q: 3 clusters Score -6744542 nChanged 7
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	Iteration 143Q: 3 clusters Score -6744542 nChanged 12
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	Iteration 144Q: 3 clusters Score -6744543 nChanged 13
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	Iteration 145Q: 3 clusters Score -6744550 nChanged 12
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	Iteration 146Q: 3 clusters Score -6744552 nChanged 12
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	Iteration 147Q: 3 clusters Score -6744546 nChanged 14
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	Iteration 148Q: 3 clusters Score -6744541 nChanged 11
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	Iteration 149Q: 3 clusters Score -6744530 nChanged 5
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	Iteration 150Q: 3 clusters Score -6744531 nChanged 3
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	Iteration 151Q: 3 clusters Score -6744539 nChanged 3
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	Iteration 152Q: 3 clusters Score -6744548 nChanged 4
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	Iteration 153Q: 3 clusters Score -6744542 nChanged 3
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	Iteration 154Q: 3 clusters Score -6744536 nChanged 3
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	Iteration 155Q: 3 clusters Score -6744532 nChanged 3
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	Iteration 156Q: 3 clusters Score -6744536 nChanged 3
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	Iteration 157Q: 3 clusters Score -6744536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -6744533.500000 Penalty: 5218.961426
	Iteration 158Q: 3 clusters Score -6744534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -6744541.000000 Penalty: 5218.961426
	Iteration 159Q: 3 clusters Score -6744541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -6744535.500000 Penalty: 5218.961426
	Iteration 160F: 3 clusters Score -6744536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -6744540.000000 Penalty: 5218.961426
	Iteration 161Q: 3 clusters Score -6744540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -6744544.000000 Penalty: 5218.961426
	Iteration 162Q: 3 clusters Score -6744544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -6744551.500000 Penalty: 5218.961426
	Iteration 163Q: 3 clusters Score -6744552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33849 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -6744547.500000 Penalty: 5218.961426
	Iteration 164Q: 3 clusters Score -6744548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -6744540.000000 Penalty: 5218.961426
	Iteration 165Q: 3 clusters Score -6744540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -6744535.000000 Penalty: 5218.961426
	Iteration 166Q: 3 clusters Score -6744535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -6744535.500000 Penalty: 5218.961426
	Iteration 167Q: 3 clusters Score -6744536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -6744541.500000 Penalty: 5218.961426
	Iteration 168Q: 3 clusters Score -6744542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -6744541.500000 Penalty: 5218.961426
	Iteration 169F: 3 clusters Score -6744542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Entering Unmasked Estep 
Score: -4694526.500000 Penalty: 2525.030273
	Iteration 0F: 2 clusters Score -4694526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -4676296.000000 Penalty: 5050.060547
	Iteration 0F: 3 clusters Score -4676296 nChanged 11714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -4682487.000000 Penalty: 5050.060547
	Iteration 1F: 3 clusters Score -4682487 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -4682865.000000 Penalty: 5050.060547
	Iteration 2Q: 3 clusters Score -4682865 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -4683128.000000 Penalty: 5050.060547
	Iteration 3Q: 3 clusters Score -4683128 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -4683346.000000 Penalty: 5050.060547
	Iteration 4Q: 3 clusters Score -4683346 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -4683557.500000 Penalty: 5050.060547
	Iteration 5Q: 3 clusters Score -4683558 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -4683770.000000 Penalty: 5050.060547
	Iteration 6Q: 3 clusters Score -4683770 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -4684087.500000 Penalty: 5050.060547
	Iteration 7Q: 3 clusters Score -4684088 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -4684521.000000 Penalty: 5050.060547
	Iteration 8Q: 3 clusters Score -4684521 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -4685252.500000 Penalty: 5050.060547
	Iteration 9F: 3 clusters Score -4685252 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -4686365.500000 Penalty: 5050.060547
	Iteration 10F: 3 clusters Score -4686366 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -4687996.500000 Penalty: 5050.060547
	Iteration 11F: 3 clusters Score -4687996 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -4689669.500000 Penalty: 5050.060547
	Iteration 12F: 3 clusters Score -4689670 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4690905.000000 Penalty: 5050.060547
	Iteration 13F: 3 clusters Score -4690905 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25419 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4691614.000000 Penalty: 5050.060547
	Iteration 14Q: 3 clusters Score -4691614 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25783 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -4691964.000000 Penalty: 5050.060547
	Iteration 15Q: 3 clusters Score -4691964 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4692110.000000 Penalty: 5050.060547
	Iteration 16Q: 3 clusters Score -4692110 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4692199.000000 Penalty: 5050.060547
	Iteration 17Q: 3 clusters Score -4692199 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4692245.500000 Penalty: 5050.060547
	Iteration 18Q: 3 clusters Score -4692246 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4692276.000000 Penalty: 5050.060547
	Iteration 19Q: 3 clusters Score -4692276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -4692306.000000 Penalty: 5050.060547
	Iteration 20F: 3 clusters Score -4692306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4692319.000000 Penalty: 5050.060547
	Iteration 21Q: 3 clusters Score -4692319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4692332.000000 Penalty: 5050.060547
	Iteration 22Q: 3 clusters Score -4692332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4692329.500000 Penalty: 5050.060547
	Iteration 23Q: 3 clusters Score -4692330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4692333.000000 Penalty: 5050.060547
	Iteration 24Q: 3 clusters Score -4692333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4692338.500000 Penalty: 5050.060547
	Iteration 25Q: 3 clusters Score -4692338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4692342.000000 Penalty: 5050.060547
	Iteration 26Q: 3 clusters Score -4692342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4692345.500000 Penalty: 5050.060547
	Iteration 27Q: 3 clusters Score -4692346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4692345.500000 Penalty: 5050.060547
	Iteration 28F: 3 clusters Score -4692346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (43163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Entering Unmasked Estep 
Score: -7906927.500000 Penalty: 2646.839355
	Iteration 0F: 2 clusters Score -7906928 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -7878744.000000 Penalty: 5293.678711
	Iteration 0F: 3 clusters Score -7878744 nChanged 19824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -7889666.500000 Penalty: 5293.678711
	Iteration 1F: 3 clusters Score -7889666 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20472 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -7890572.000000 Penalty: 5293.678711
	Iteration 2Q: 3 clusters Score -7890572 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19783 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -7891638.000000 Penalty: 5293.678711
	Iteration 3F: 3 clusters Score -7891638 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -7892952.500000 Penalty: 5293.678711
	Iteration 4F: 3 clusters Score -7892952 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -7894837.000000 Penalty: 5293.678711
	Iteration 5F: 3 clusters Score -7894837 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -7897298.500000 Penalty: 5293.678711
	Iteration 6F: 3 clusters Score -7897298 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -7899971.500000 Penalty: 5293.678711
	Iteration 7F: 3 clusters Score -7899972 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -7902257.500000 Penalty: 5293.678711
	Iteration 8F: 3 clusters Score -7902258 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -7903505.000000 Penalty: 5293.678711
	Iteration 9Q: 3 clusters Score -7903505 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -7904236.500000 Penalty: 5293.678711
	Iteration 10Q: 3 clusters Score -7904236 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -7904783.000000 Penalty: 5293.678711
	Iteration 11Q: 3 clusters Score -7904783 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 35188 members 
Entering Unmasked Estep 
Score: -7905161.000000 Penalty: 5293.678711
	Iteration 12Q: 3 clusters Score -7905161 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -7905459.000000 Penalty: 5293.678711
	Iteration 13Q: 3 clusters Score -7905459 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -7905688.500000 Penalty: 5293.678711
	Iteration 14Q: 3 clusters Score -7905688 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 36435 members 
Entering Unmasked Estep 
Score: -7905847.500000 Penalty: 5293.678711
	Iteration 15Q: 3 clusters Score -7905848 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 36709 members 
Entering Unmasked Estep 
Score: -7905927.000000 Penalty: 5293.678711
	Iteration 16Q: 3 clusters Score -7905927 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -7906023.500000 Penalty: 5293.678711
	Iteration 17Q: 3 clusters Score -7906024 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -7906067.000000 Penalty: 5293.678711
	Iteration 18Q: 3 clusters Score -7906067 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -7906095.000000 Penalty: 5293.678711
	Iteration 19Q: 3 clusters Score -7906095 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -7906146.500000 Penalty: 5293.678711
	Iteration 20F: 3 clusters Score -7906146 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -7906182.000000 Penalty: 5293.678711
	Iteration 21Q: 3 clusters Score -7906182 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -7906235.000000 Penalty: 5293.678711
	Iteration 22Q: 3 clusters Score -7906235 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 38072 members 
Entering Unmasked Estep 
Score: -7906257.000000 Penalty: 5293.678711
	Iteration 23Q: 3 clusters Score -7906257 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
Score: -7906270.500000 Penalty: 5293.678711
	Iteration 24Q: 3 clusters Score -7906270 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 38413 members 
Entering Unmasked Estep 
Score: -7906282.500000 Penalty: 5293.678711
	Iteration 25Q: 3 clusters Score -7906282 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -7906276.500000 Penalty: 5293.678711
	Iteration 26Q: 3 clusters Score -7906276 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 38659 members 
Entering Unmasked Estep 
Score: -7906299.000000 Penalty: 5293.678711
	Iteration 27Q: 3 clusters Score -7906299 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 38774 members 
Entering Unmasked Estep 
Score: -7906330.500000 Penalty: 5293.678711
	Iteration 28Q: 3 clusters Score -7906330 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 38870 members 
Entering Unmasked Estep 
Score: -7906323.500000 Penalty: 5293.678711
	Iteration 29Q: 3 clusters Score -7906324 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 38947 members 
Entering Unmasked Estep 
Score: -7906343.000000 Penalty: 5293.678711
	Iteration 30Q: 3 clusters Score -7906343 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -7906346.500000 Penalty: 5293.678711
	Iteration 31Q: 3 clusters Score -7906346 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -7906356.500000 Penalty: 5293.678711
	Iteration 32Q: 3 clusters Score -7906356 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 39161 members 
Entering Unmasked Estep 
Score: -7906369.000000 Penalty: 5293.678711
	Iteration 33Q: 3 clusters Score -7906369 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 39206 members 
Entering Unmasked Estep 
Score: -7906383.000000 Penalty: 5293.678711
	Iteration 34Q: 3 clusters Score -7906383 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 39251 members 
Entering Unmasked Estep 
Score: -7906383.000000 Penalty: 5293.678711
	Iteration 35Q: 3 clusters Score -7906383 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -7906378.000000 Penalty: 5293.678711
	Iteration 36Q: 3 clusters Score -7906378 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -7906392.500000 Penalty: 5293.678711
	Iteration 37Q: 3 clusters Score -7906392 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 39374 members 
Entering Unmasked Estep 
Score: -7906396.000000 Penalty: 5293.678711
	Iteration 38Q: 3 clusters Score -7906396 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -7906388.500000 Penalty: 5293.678711
	Iteration 39Q: 3 clusters Score -7906388 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 39466 members 
Entering Unmasked Estep 
Score: -7906394.500000 Penalty: 5293.678711
	Iteration 40F: 3 clusters Score -7906394 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -7906409.000000 Penalty: 5293.678711
	Iteration 41Q: 3 clusters Score -7906409 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -7906404.000000 Penalty: 5293.678711
	Iteration 42Q: 3 clusters Score -7906404 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -7906399.500000 Penalty: 5293.678711
	Iteration 43Q: 3 clusters Score -7906400 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 39578 members 
Entering Unmasked Estep 
Score: -7906402.500000 Penalty: 5293.678711
	Iteration 44Q: 3 clusters Score -7906402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 39595 members 
Entering Unmasked Estep 
Score: -7906386.000000 Penalty: 5293.678711
	Iteration 45Q: 3 clusters Score -7906386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
Score: -7906388.500000 Penalty: 5293.678711
	Iteration 46Q: 3 clusters Score -7906388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -7906389.000000 Penalty: 5293.678711
	Iteration 47Q: 3 clusters Score -7906389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 39639 members 
Entering Unmasked Estep 
Score: -7906384.000000 Penalty: 5293.678711
	Iteration 48Q: 3 clusters Score -7906384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 39659 members 
Entering Unmasked Estep 
Score: -7906382.000000 Penalty: 5293.678711
	Iteration 49Q: 3 clusters Score -7906382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -7906375.500000 Penalty: 5293.678711
	Iteration 50Q: 3 clusters Score -7906376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -7906383.500000 Penalty: 5293.678711
	Iteration 51Q: 3 clusters Score -7906384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -7906394.500000 Penalty: 5293.678711
	Iteration 52Q: 3 clusters Score -7906394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -7906386.000000 Penalty: 5293.678711
	Iteration 53Q: 3 clusters Score -7906386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -7906375.500000 Penalty: 5293.678711
	Iteration 54Q: 3 clusters Score -7906376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 39737 members 
Entering Unmasked Estep 
Score: -7906383.000000 Penalty: 5293.678711
	Iteration 55Q: 3 clusters Score -7906383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -7906383.000000 Penalty: 5293.678711
	Iteration 56Q: 3 clusters Score -7906383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -7906377.500000 Penalty: 5293.678711
	Iteration 57Q: 3 clusters Score -7906378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 39755 members 
Entering Unmasked Estep 
Score: -7906373.500000 Penalty: 5293.678711
	Iteration 58Q: 3 clusters Score -7906374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 39757 members 
Entering Unmasked Estep 
Score: -7906371.500000 Penalty: 5293.678711
	Iteration 59Q: 3 clusters Score -7906372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -7906376.500000 Penalty: 5293.678711
	Iteration 60F: 3 clusters Score -7906376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -7906379.000000 Penalty: 5293.678711
	Iteration 61Q: 3 clusters Score -7906379 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -7906379.000000 Penalty: 5293.678711
	Iteration 62F: 3 clusters Score -7906379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45909 members 
Entering Unmasked Estep 
Score: -8405503.000000 Penalty: 2662.135254
	Iteration 0F: 2 clusters Score -8405503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -8375991.000000 Penalty: 5324.270508
	Iteration 0F: 3 clusters Score -8375991 nChanged 21208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -8387701.500000 Penalty: 5324.270508
	Iteration 1F: 3 clusters Score -8387702 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -8388382.500000 Penalty: 5324.270508
	Iteration 2Q: 3 clusters Score -8388382 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 22654 members 
Entering Unmasked Estep 
Score: -8389079.000000 Penalty: 5324.270508
	Iteration 3Q: 3 clusters Score -8389079 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -8389767.000000 Penalty: 5324.270508
	Iteration 4Q: 3 clusters Score -8389767 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -8390432.000000 Penalty: 5324.270508
	Iteration 5Q: 3 clusters Score -8390432 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -8391215.000000 Penalty: 5324.270508
	Iteration 6Q: 3 clusters Score -8391215 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -8392217.000000 Penalty: 5324.270508
	Iteration 7Q: 3 clusters Score -8392217 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -8393534.000000 Penalty: 5324.270508
	Iteration 8Q: 3 clusters Score -8393534 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -8394959.000000 Penalty: 5324.270508
	Iteration 9Q: 3 clusters Score -8394959 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -8396160.000000 Penalty: 5324.270508
	Iteration 10Q: 3 clusters Score -8396160 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -8396715.000000 Penalty: 5324.270508
	Iteration 11Q: 3 clusters Score -8396715 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -8397020.000000 Penalty: 5324.270508
	Iteration 12Q: 3 clusters Score -8397020 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -8397162.000000 Penalty: 5324.270508
	Iteration 13Q: 3 clusters Score -8397162 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -8397228.000000 Penalty: 5324.270508
	Iteration 14Q: 3 clusters Score -8397228 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -8397250.000000 Penalty: 5324.270508
	Iteration 15Q: 3 clusters Score -8397250 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25364 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -8397293.000000 Penalty: 5324.270508
	Iteration 16Q: 3 clusters Score -8397293 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -8397332.000000 Penalty: 5324.270508
	Iteration 17Q: 3 clusters Score -8397332 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -8397392.000000 Penalty: 5324.270508
	Iteration 18Q: 3 clusters Score -8397392 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -8397435.000000 Penalty: 5324.270508
	Iteration 19Q: 3 clusters Score -8397435 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -8397468.000000 Penalty: 5324.270508
	Iteration 20F: 3 clusters Score -8397468 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26030 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -8397494.000000 Penalty: 5324.270508
	Iteration 21Q: 3 clusters Score -8397494 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26158 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -8397518.000000 Penalty: 5324.270508
	Iteration 22Q: 3 clusters Score -8397518 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -8397544.000000 Penalty: 5324.270508
	Iteration 23Q: 3 clusters Score -8397544 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -8397592.000000 Penalty: 5324.270508
	Iteration 24Q: 3 clusters Score -8397592 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -8397609.000000 Penalty: 5324.270508
	Iteration 25Q: 3 clusters Score -8397609 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -8397617.000000 Penalty: 5324.270508
	Iteration 26Q: 3 clusters Score -8397617 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26987 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -8397634.000000 Penalty: 5324.270508
	Iteration 27Q: 3 clusters Score -8397634 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -8397665.000000 Penalty: 5324.270508
	Iteration 28Q: 3 clusters Score -8397665 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -8397697.000000 Penalty: 5324.270508
	Iteration 29Q: 3 clusters Score -8397697 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -8397734.000000 Penalty: 5324.270508
	Iteration 30Q: 3 clusters Score -8397734 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -8397759.000000 Penalty: 5324.270508
	Iteration 31Q: 3 clusters Score -8397759 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -8397790.000000 Penalty: 5324.270508
	Iteration 32Q: 3 clusters Score -8397790 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -8397860.000000 Penalty: 5324.270508
	Iteration 33Q: 3 clusters Score -8397860 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -8397914.000000 Penalty: 5324.270508
	Iteration 34Q: 3 clusters Score -8397914 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -8397951.000000 Penalty: 5324.270508
	Iteration 35Q: 3 clusters Score -8397951 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -8397994.000000 Penalty: 5324.270508
	Iteration 36Q: 3 clusters Score -8397994 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -8398068.000000 Penalty: 5324.270508
	Iteration 37Q: 3 clusters Score -8398068 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -8398112.000000 Penalty: 5324.270508
	Iteration 38Q: 3 clusters Score -8398112 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -8398181.000000 Penalty: 5324.270508
	Iteration 39Q: 3 clusters Score -8398181 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -8398264.000000 Penalty: 5324.270508
	Iteration 40F: 3 clusters Score -8398264 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -8398319.000000 Penalty: 5324.270508
	Iteration 41Q: 3 clusters Score -8398319 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -8398383.000000 Penalty: 5324.270508
	Iteration 42Q: 3 clusters Score -8398383 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -8398456.000000 Penalty: 5324.270508
	Iteration 43Q: 3 clusters Score -8398456 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -8398569.000000 Penalty: 5324.270508
	Iteration 44Q: 3 clusters Score -8398569 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -8398735.000000 Penalty: 5324.270508
	Iteration 45Q: 3 clusters Score -8398735 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -8398889.000000 Penalty: 5324.270508
	Iteration 46Q: 3 clusters Score -8398889 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -8399082.000000 Penalty: 5324.270508
	Iteration 47Q: 3 clusters Score -8399082 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -8399295.000000 Penalty: 5324.270508
	Iteration 48Q: 3 clusters Score -8399295 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -8399512.000000 Penalty: 5324.270508
	Iteration 49Q: 3 clusters Score -8399512 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35670 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -8399738.000000 Penalty: 5324.270508
	Iteration 50Q: 3 clusters Score -8399738 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -8399957.000000 Penalty: 5324.270508
	Iteration 51Q: 3 clusters Score -8399957 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37173 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -8400263.000000 Penalty: 5324.270508
	Iteration 52Q: 3 clusters Score -8400263 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -8400597.000000 Penalty: 5324.270508
	Iteration 53Q: 3 clusters Score -8400597 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -8400931.000000 Penalty: 5324.270508
	Iteration 54Q: 3 clusters Score -8400931 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39603 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -8401327.000000 Penalty: 5324.270508
	Iteration 55Q: 3 clusters Score -8401327 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -8401672.000000 Penalty: 5324.270508
	Iteration 56Q: 3 clusters Score -8401672 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -8401952.000000 Penalty: 5324.270508
	Iteration 57Q: 3 clusters Score -8401952 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41755 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -8402211.000000 Penalty: 5324.270508
	Iteration 58Q: 3 clusters Score -8402211 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42380 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -8402443.000000 Penalty: 5324.270508
	Iteration 59Q: 3 clusters Score -8402443 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42952 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -8402615.000000 Penalty: 5324.270508
	Iteration 60F: 3 clusters Score -8402615 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43450 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -8402821.000000 Penalty: 5324.270508
	Iteration 61Q: 3 clusters Score -8402821 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -8402966.000000 Penalty: 5324.270508
	Iteration 62Q: 3 clusters Score -8402966 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44267 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -8403062.000000 Penalty: 5324.270508
	Iteration 63Q: 3 clusters Score -8403062 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44574 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -8403129.000000 Penalty: 5324.270508
	Iteration 64Q: 3 clusters Score -8403129 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -8403188.000000 Penalty: 5324.270508
	Iteration 65Q: 3 clusters Score -8403188 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -8403229.000000 Penalty: 5324.270508
	Iteration 66Q: 3 clusters Score -8403229 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -8403292.000000 Penalty: 5324.270508
	Iteration 67Q: 3 clusters Score -8403292 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45204 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -8403310.000000 Penalty: 5324.270508
	Iteration 68Q: 3 clusters Score -8403310 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -8403325.000000 Penalty: 5324.270508
	Iteration 69Q: 3 clusters Score -8403325 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45308 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -8403328.000000 Penalty: 5324.270508
	Iteration 70Q: 3 clusters Score -8403328 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45341 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -8403345.000000 Penalty: 5324.270508
	Iteration 71Q: 3 clusters Score -8403345 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45366 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8403380.000000 Penalty: 5324.270508
	Iteration 72Q: 3 clusters Score -8403380 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45386 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -8403395.000000 Penalty: 5324.270508
	Iteration 73Q: 3 clusters Score -8403395 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8403399.000000 Penalty: 5324.270508
	Iteration 74Q: 3 clusters Score -8403399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45415 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8403402.000000 Penalty: 5324.270508
	Iteration 75Q: 3 clusters Score -8403402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45429 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -8403420.000000 Penalty: 5324.270508
	Iteration 76Q: 3 clusters Score -8403420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45433 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -8403423.000000 Penalty: 5324.270508
	Iteration 77Q: 3 clusters Score -8403423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45437 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8403424.000000 Penalty: 5324.270508
	Iteration 78Q: 3 clusters Score -8403424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8403423.000000 Penalty: 5324.270508
	Iteration 79Q: 3 clusters Score -8403423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45443 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -8403415.000000 Penalty: 5324.270508
	Iteration 80F: 3 clusters Score -8403415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45445 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8403416.000000 Penalty: 5324.270508
	Iteration 81Q: 3 clusters Score -8403416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -8403420.000000 Penalty: 5324.270508
	Iteration 82Q: 3 clusters Score -8403420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -8403420.000000 Penalty: 5324.270508
	Iteration 83F: 3 clusters Score -8403420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Entering Unmasked Estep 
Score: -101615.945312 Penalty: 1654.350098
	Iteration 0F: 2 clusters Score -101615.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -99967.390625 Penalty: 3308.700195
	Iteration 0F: 3 clusters Score -99967.39 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -100425.710938 Penalty: 3308.700195
	Iteration 1F: 3 clusters Score -100425.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -100677.859375 Penalty: 3308.700195
	Iteration 2F: 3 clusters Score -100677.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -100906.296875 Penalty: 3308.700195
	Iteration 3F: 3 clusters Score -100906.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -101135.882812 Penalty: 3308.700195
	Iteration 4F: 3 clusters Score -101135.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -101339.054688 Penalty: 3308.700195
	Iteration 5Q: 3 clusters Score -101339.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -101417.007812 Penalty: 3308.700195
	Iteration 6Q: 3 clusters Score -101417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -101510.593750 Penalty: 3308.700195
	Iteration 7Q: 3 clusters Score -101510.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -101551.601562 Penalty: 3308.700195
	Iteration 8Q: 3 clusters Score -101551.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -101582.648438 Penalty: 3308.700195
	Iteration 9Q: 3 clusters Score -101582.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -101591.843750 Penalty: 3308.700195
	Iteration 10Q: 3 clusters Score -101591.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -101594.226562 Penalty: 3308.700195
	Iteration 11Q: 3 clusters Score -101594.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -101594.226562 Penalty: 3308.700195
	Iteration 12F: 3 clusters Score -101594.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -50164.632812 Penalty: 1529.544189
	Iteration 0F: 2 clusters Score -50164.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -48779.117188 Penalty: 3059.088379
	Iteration 0F: 3 clusters Score -48779.12 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -49115.933594 Penalty: 3059.088379
	Iteration 1F: 3 clusters Score -49115.93 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -49292.656250 Penalty: 3059.088379
	Iteration 2F: 3 clusters Score -49292.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -49412.589844 Penalty: 3059.088379
	Iteration 3Q: 3 clusters Score -49412.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -49482.496094 Penalty: 3059.088379
	Iteration 4Q: 3 clusters Score -49482.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -49502.878906 Penalty: 3059.088379
	Iteration 5Q: 3 clusters Score -49502.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -49508.832031 Penalty: 3059.088379
	Iteration 6Q: 3 clusters Score -49508.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -49518.066406 Penalty: 3059.088379
	Iteration 7Q: 3 clusters Score -49518.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -49526.847656 Penalty: 3059.088379
	Iteration 8Q: 3 clusters Score -49526.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -49529.750000 Penalty: 3059.088379
	Iteration 9Q: 3 clusters Score -49529.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -49537.781250 Penalty: 3059.088379
	Iteration 10Q: 3 clusters Score -49537.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -49539.066406 Penalty: 3059.088379
	Iteration 11Q: 3 clusters Score -49539.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -49539.066406 Penalty: 3059.088379
	Iteration 12F: 3 clusters Score -49539.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Entering Unmasked Estep 
Score: -132148.703125 Penalty: 1652.140015
	Iteration 0F: 2 clusters Score -132148.7 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 384 members 
Entering Unmasked Estep 
Score: -130485.132812 Penalty: 3304.280029
	Iteration 0F: 3 clusters Score -130485.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -130886.585938 Penalty: 3304.280029
	Iteration 1F: 3 clusters Score -130886.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -131138.984375 Penalty: 3304.280029
	Iteration 2F: 3 clusters Score -131139 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -131285.203125 Penalty: 3304.280029
	Iteration 3F: 3 clusters Score -131285.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -131327.015625 Penalty: 3304.280029
	Iteration 4Q: 3 clusters Score -131327 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -131364.671875 Penalty: 3304.280029
	Iteration 5Q: 3 clusters Score -131364.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -131407.531250 Penalty: 3304.280029
	Iteration 6Q: 3 clusters Score -131407.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -131429.468750 Penalty: 3304.280029
	Iteration 7Q: 3 clusters Score -131429.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -131457.562500 Penalty: 3304.280029
	Iteration 8Q: 3 clusters Score -131457.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -131473.203125 Penalty: 3304.280029
	Iteration 9Q: 3 clusters Score -131473.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -131482.468750 Penalty: 3304.280029
	Iteration 10Q: 3 clusters Score -131482.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -131486.593750 Penalty: 3304.280029
	Iteration 11Q: 3 clusters Score -131486.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -131489.421875 Penalty: 3304.280029
	Iteration 12Q: 3 clusters Score -131489.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -131498.296875 Penalty: 3304.280029
	Iteration 13Q: 3 clusters Score -131498.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -131511.359375 Penalty: 3304.280029
	Iteration 14Q: 3 clusters Score -131511.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -131523.718750 Penalty: 3304.280029
	Iteration 15Q: 3 clusters Score -131523.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -131541.171875 Penalty: 3304.280029
	Iteration 16Q: 3 clusters Score -131541.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -131558.656250 Penalty: 3304.280029
	Iteration 17Q: 3 clusters Score -131558.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -131573.359375 Penalty: 3304.280029
	Iteration 18Q: 3 clusters Score -131573.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -131592.015625 Penalty: 3304.280029
	Iteration 19Q: 3 clusters Score -131592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -131620.359375 Penalty: 3304.280029
	Iteration 20F: 3 clusters Score -131620.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -131709.578125 Penalty: 3304.280029
	Iteration 21Q: 3 clusters Score -131709.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -131813.234375 Penalty: 3304.280029
	Iteration 22Q: 3 clusters Score -131813.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -131841.546875 Penalty: 3304.280029
	Iteration 23Q: 3 clusters Score -131841.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -131881.812500 Penalty: 3304.280029
	Iteration 24Q: 3 clusters Score -131881.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -131936.593750 Penalty: 3304.280029
	Iteration 25Q: 3 clusters Score -131936.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -131997.109375 Penalty: 3304.280029
	Iteration 26Q: 3 clusters Score -131997.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -132072.906250 Penalty: 3304.280029
	Iteration 27Q: 3 clusters Score -132072.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -132105.375000 Penalty: 3304.280029
	Iteration 28Q: 3 clusters Score -132105.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -132143.656250 Penalty: 3304.280029
	Iteration 29Q: 3 clusters Score -132143.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -132212.437500 Penalty: 3304.280029
	Iteration 30Q: 3 clusters Score -132212.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -132226.515625 Penalty: 3304.280029
	Iteration 31Q: 3 clusters Score -132226.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -132234.843750 Penalty: 3304.280029
	Iteration 32Q: 3 clusters Score -132234.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -132240.234375 Penalty: 3304.280029
	Iteration 33Q: 3 clusters Score -132240.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -132240.234375 Penalty: 3304.280029
	Iteration 34F: 3 clusters Score -132240.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34487 members 
Mstep: Class 3 contains 49037 members 
Mstep: Class 4 contains 44984 members 
Mstep: Class 5 contains 43241 members 
Mstep: Class 6 contains 45207 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45485 members 
Mstep: Class 11 contains 45003 members 
Mstep: Class 12 contains 47269 members 
Mstep: Class 13 contains 46786 members 
Mstep: Class 14 contains 37127 members 
Mstep: Class 15 contains 26412 members 
Mstep: Class 16 contains 43163 members 
Mstep: Class 17 contains 45909 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 179 members 
Mstep: Class 21 contains 31168 members 
Mstep: Class 22 contains 7509 members 
Mstep: Class 23 contains 1222 members 
Mstep: Class 24 contains 17122 members 
Mstep: Class 25 contains 603 members 
Entering Unmasked Estep 
Score: -111238648.000000 Penalty: 82671.179688
Splitting cluster 20 changes total score from -111240344.000000 to -111238648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (31168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Entering Unmasked Estep 
Score: -5724496.500000 Penalty: 2566.092529
	Iteration 0F: 2 clusters Score -5724496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -5703359.500000 Penalty: 5132.185059
	Iteration 0F: 3 clusters Score -5703360 nChanged 14016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -5710803.500000 Penalty: 5132.185059
	Iteration 1F: 3 clusters Score -5710804 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -5711187.000000 Penalty: 5132.185059
	Iteration 2Q: 3 clusters Score -5711187 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -5711525.000000 Penalty: 5132.185059
	Iteration 3Q: 3 clusters Score -5711525 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -5711799.500000 Penalty: 5132.185059
	Iteration 4Q: 3 clusters Score -5711800 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -5712150.000000 Penalty: 5132.185059
	Iteration 5Q: 3 clusters Score -5712150 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -5712581.500000 Penalty: 5132.185059
	Iteration 6Q: 3 clusters Score -5712582 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -5713171.000000 Penalty: 5132.185059
	Iteration 7Q: 3 clusters Score -5713171 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -5714130.000000 Penalty: 5132.185059
	Iteration 8F: 3 clusters Score -5714130 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -5715437.500000 Penalty: 5132.185059
	Iteration 9F: 3 clusters Score -5715438 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -5717044.500000 Penalty: 5132.185059
	Iteration 10F: 3 clusters Score -5717044 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -5718701.000000 Penalty: 5132.185059
	Iteration 11F: 3 clusters Score -5718701 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -5720020.500000 Penalty: 5132.185059
	Iteration 12Q: 3 clusters Score -5720020 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -5720986.500000 Penalty: 5132.185059
	Iteration 13Q: 3 clusters Score -5720986 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -5721550.500000 Penalty: 5132.185059
	Iteration 14Q: 3 clusters Score -5721550 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -5721809.500000 Penalty: 5132.185059
	Iteration 15Q: 3 clusters Score -5721810 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -5721960.500000 Penalty: 5132.185059
	Iteration 16Q: 3 clusters Score -5721960 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30651 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5722043.000000 Penalty: 5132.185059
	Iteration 17Q: 3 clusters Score -5722043 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5722096.000000 Penalty: 5132.185059
	Iteration 18Q: 3 clusters Score -5722096 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5722133.000000 Penalty: 5132.185059
	Iteration 19Q: 3 clusters Score -5722133 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -5722149.500000 Penalty: 5132.185059
	Iteration 20F: 3 clusters Score -5722150 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5722170.500000 Penalty: 5132.185059
	Iteration 21Q: 3 clusters Score -5722170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5722183.000000 Penalty: 5132.185059
	Iteration 22Q: 3 clusters Score -5722183 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30777 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5722204.000000 Penalty: 5132.185059
	Iteration 23Q: 3 clusters Score -5722204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5722222.000000 Penalty: 5132.185059
	Iteration 24Q: 3 clusters Score -5722222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5722225.000000 Penalty: 5132.185059
	Iteration 25Q: 3 clusters Score -5722225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5722230.000000 Penalty: 5132.185059
	Iteration 26Q: 3 clusters Score -5722230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5722235.000000 Penalty: 5132.185059
	Iteration 27Q: 3 clusters Score -5722235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5722238.500000 Penalty: 5132.185059
	Iteration 28Q: 3 clusters Score -5722238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -5722238.500000 Penalty: 5132.185059
	Iteration 29F: 3 clusters Score -5722238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Entering Unmasked Estep 
Score: -1374748.750000 Penalty: 2213.116699
	Iteration 0F: 2 clusters Score -1374749 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1368578.125000 Penalty: 4426.233398
	Iteration 0F: 3 clusters Score -1368578 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1370246.500000 Penalty: 4426.233398
	Iteration 1F: 3 clusters Score -1370246 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1370567.500000 Penalty: 4426.233398
	Iteration 2F: 3 clusters Score -1370568 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1370839.375000 Penalty: 4426.233398
	Iteration 3F: 3 clusters Score -1370839 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1371135.125000 Penalty: 4426.233398
	Iteration 4F: 3 clusters Score -1371135 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1371419.750000 Penalty: 4426.233398
	Iteration 5F: 3 clusters Score -1371420 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1371667.500000 Penalty: 4426.233398
	Iteration 6F: 3 clusters Score -1371668 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1371886.375000 Penalty: 4426.233398
	Iteration 7Q: 3 clusters Score -1371886 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1372067.000000 Penalty: 4426.233398
	Iteration 8Q: 3 clusters Score -1372067 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1372219.375000 Penalty: 4426.233398
	Iteration 9Q: 3 clusters Score -1372219 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1372364.750000 Penalty: 4426.233398
	Iteration 10Q: 3 clusters Score -1372365 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1372524.875000 Penalty: 4426.233398
	Iteration 11Q: 3 clusters Score -1372525 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1372665.500000 Penalty: 4426.233398
	Iteration 12Q: 3 clusters Score -1372666 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1372769.250000 Penalty: 4426.233398
	Iteration 13Q: 3 clusters Score -1372769 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1372884.125000 Penalty: 4426.233398
	Iteration 14Q: 3 clusters Score -1372884 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1372977.375000 Penalty: 4426.233398
	Iteration 15Q: 3 clusters Score -1372977 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1373041.125000 Penalty: 4426.233398
	Iteration 16Q: 3 clusters Score -1373041 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1373092.125000 Penalty: 4426.233398
	Iteration 17Q: 3 clusters Score -1373092 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1373126.625000 Penalty: 4426.233398
	Iteration 18Q: 3 clusters Score -1373127 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1373157.500000 Penalty: 4426.233398
	Iteration 19Q: 3 clusters Score -1373158 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1373171.125000 Penalty: 4426.233398
	Iteration 20F: 3 clusters Score -1373171 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1373182.250000 Penalty: 4426.233398
	Iteration 21Q: 3 clusters Score -1373182 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1373192.625000 Penalty: 4426.233398
	Iteration 22Q: 3 clusters Score -1373193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1373201.000000 Penalty: 4426.233398
	Iteration 23Q: 3 clusters Score -1373201 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1373207.625000 Penalty: 4426.233398
	Iteration 24Q: 3 clusters Score -1373208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1373213.375000 Penalty: 4426.233398
	Iteration 25Q: 3 clusters Score -1373213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1373213.125000 Penalty: 4426.233398
	Iteration 26Q: 3 clusters Score -1373213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1373216.500000 Penalty: 4426.233398
	Iteration 27Q: 3 clusters Score -1373216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1373217.625000 Penalty: 4426.233398
	Iteration 28Q: 3 clusters Score -1373218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1373217.125000 Penalty: 4426.233398
	Iteration 29Q: 3 clusters Score -1373217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1373218.500000 Penalty: 4426.233398
	Iteration 30Q: 3 clusters Score -1373218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1373218.500000 Penalty: 4426.233398
	Iteration 31Q: 3 clusters Score -1373218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1373217.875000 Penalty: 4426.233398
	Iteration 32Q: 3 clusters Score -1373218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1373217.875000 Penalty: 4426.233398
	Iteration 33F: 3 clusters Score -1373218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Entering Unmasked Estep 
Score: -213037.828125 Penalty: 1762.844482
	Iteration 0F: 2 clusters Score -213037.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -210965.156250 Penalty: 3525.688965
	Iteration 0F: 3 clusters Score -210965.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -211406.906250 Penalty: 3525.688965
	Iteration 1F: 3 clusters Score -211406.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -211596.906250 Penalty: 3525.688965
	Iteration 2F: 3 clusters Score -211596.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -211704.796875 Penalty: 3525.688965
	Iteration 3F: 3 clusters Score -211704.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -211801.390625 Penalty: 3525.688965
	Iteration 4Q: 3 clusters Score -211801.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -211889.859375 Penalty: 3525.688965
	Iteration 5Q: 3 clusters Score -211889.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -211953.312500 Penalty: 3525.688965
	Iteration 6Q: 3 clusters Score -211953.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -212003.609375 Penalty: 3525.688965
	Iteration 7Q: 3 clusters Score -212003.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -212065.984375 Penalty: 3525.688965
	Iteration 8Q: 3 clusters Score -212066 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -212188.515625 Penalty: 3525.688965
	Iteration 9Q: 3 clusters Score -212188.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -212306.500000 Penalty: 3525.688965
	Iteration 10Q: 3 clusters Score -212306.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -212377.734375 Penalty: 3525.688965
	Iteration 11Q: 3 clusters Score -212377.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -212409.375000 Penalty: 3525.688965
	Iteration 12Q: 3 clusters Score -212409.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -212436.703125 Penalty: 3525.688965
	Iteration 13Q: 3 clusters Score -212436.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -212486.000000 Penalty: 3525.688965
	Iteration 14Q: 3 clusters Score -212486 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -212540.437500 Penalty: 3525.688965
	Iteration 15Q: 3 clusters Score -212540.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -212592.687500 Penalty: 3525.688965
	Iteration 16Q: 3 clusters Score -212592.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -212614.437500 Penalty: 3525.688965
	Iteration 17Q: 3 clusters Score -212614.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -212632.328125 Penalty: 3525.688965
	Iteration 18Q: 3 clusters Score -212632.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -212642.015625 Penalty: 3525.688965
	Iteration 19Q: 3 clusters Score -212642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -212647.031250 Penalty: 3525.688965
	Iteration 20F: 3 clusters Score -212647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -212656.484375 Penalty: 3525.688965
	Iteration 21Q: 3 clusters Score -212656.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -212676.281250 Penalty: 3525.688965
	Iteration 22Q: 3 clusters Score -212676.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -212694.312500 Penalty: 3525.688965
	Iteration 23Q: 3 clusters Score -212694.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -212707.406250 Penalty: 3525.688965
	Iteration 24Q: 3 clusters Score -212707.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -212709.046875 Penalty: 3525.688965
	Iteration 25Q: 3 clusters Score -212709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -212709.984375 Penalty: 3525.688965
	Iteration 26Q: 3 clusters Score -212710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -212711.734375 Penalty: 3525.688965
	Iteration 27Q: 3 clusters Score -212711.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -212714.984375 Penalty: 3525.688965
	Iteration 28Q: 3 clusters Score -212715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -212715.593750 Penalty: 3525.688965
	Iteration 29Q: 3 clusters Score -212715.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -212715.593750 Penalty: 3525.688965
	Iteration 30F: 3 clusters Score -212715.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Entering Unmasked Estep 
Score: -3122174.000000 Penalty: 2417.533691
	Iteration 0F: 2 clusters Score -3122174 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -3109967.000000 Penalty: 4835.067383
	Iteration 0F: 3 clusters Score -3109967 nChanged 7463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -3113996.750000 Penalty: 4835.067383
	Iteration 1F: 3 clusters Score -3113997 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -3114442.750000 Penalty: 4835.067383
	Iteration 2F: 3 clusters Score -3114443 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -3114953.500000 Penalty: 4835.067383
	Iteration 3F: 3 clusters Score -3114954 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -3115528.750000 Penalty: 4835.067383
	Iteration 4Q: 3 clusters Score -3115529 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -3116084.750000 Penalty: 4835.067383
	Iteration 5Q: 3 clusters Score -3116085 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -3116654.250000 Penalty: 4835.067383
	Iteration 6Q: 3 clusters Score -3116654 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -3117282.500000 Penalty: 4835.067383
	Iteration 7F: 3 clusters Score -3117282 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -3117957.000000 Penalty: 4835.067383
	Iteration 8F: 3 clusters Score -3117957 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -3118638.500000 Penalty: 4835.067383
	Iteration 9F: 3 clusters Score -3118638 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -3119289.250000 Penalty: 4835.067383
	Iteration 10F: 3 clusters Score -3119289 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -3119767.500000 Penalty: 4835.067383
	Iteration 11Q: 3 clusters Score -3119768 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -3120069.250000 Penalty: 4835.067383
	Iteration 12Q: 3 clusters Score -3120069 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -3120272.250000 Penalty: 4835.067383
	Iteration 13Q: 3 clusters Score -3120272 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -3120458.250000 Penalty: 4835.067383
	Iteration 14Q: 3 clusters Score -3120458 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -3120601.250000 Penalty: 4835.067383
	Iteration 15Q: 3 clusters Score -3120601 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -3120682.250000 Penalty: 4835.067383
	Iteration 16Q: 3 clusters Score -3120682 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -3120728.000000 Penalty: 4835.067383
	Iteration 17Q: 3 clusters Score -3120728 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -3120764.500000 Penalty: 4835.067383
	Iteration 18Q: 3 clusters Score -3120764 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -3120770.750000 Penalty: 4835.067383
	Iteration 19Q: 3 clusters Score -3120771 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -3120783.750000 Penalty: 4835.067383
	Iteration 20F: 3 clusters Score -3120784 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -3120791.000000 Penalty: 4835.067383
	Iteration 21Q: 3 clusters Score -3120791 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -3120800.750000 Penalty: 4835.067383
	Iteration 22Q: 3 clusters Score -3120801 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -3120805.000000 Penalty: 4835.067383
	Iteration 23Q: 3 clusters Score -3120805 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -3120805.750000 Penalty: 4835.067383
	Iteration 24Q: 3 clusters Score -3120806 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -3120804.500000 Penalty: 4835.067383
	Iteration 25Q: 3 clusters Score -3120804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -3120801.250000 Penalty: 4835.067383
	Iteration 26Q: 3 clusters Score -3120801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -3120803.000000 Penalty: 4835.067383
	Iteration 27Q: 3 clusters Score -3120803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -3120807.250000 Penalty: 4835.067383
	Iteration 28Q: 3 clusters Score -3120807 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -3120810.000000 Penalty: 4835.067383
	Iteration 29Q: 3 clusters Score -3120810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -3120812.250000 Penalty: 4835.067383
	Iteration 30Q: 3 clusters Score -3120812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -3120806.250000 Penalty: 4835.067383
	Iteration 31Q: 3 clusters Score -3120806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -3120804.000000 Penalty: 4835.067383
	Iteration 32Q: 3 clusters Score -3120804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -3120805.250000 Penalty: 4835.067383
	Iteration 33Q: 3 clusters Score -3120805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -3120807.750000 Penalty: 4835.067383
	Iteration 34Q: 3 clusters Score -3120808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -3120808.750000 Penalty: 4835.067383
	Iteration 35Q: 3 clusters Score -3120809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -3120812.750000 Penalty: 4835.067383
	Iteration 36Q: 3 clusters Score -3120813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -3120815.750000 Penalty: 4835.067383
	Iteration 37Q: 3 clusters Score -3120816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -3120810.750000 Penalty: 4835.067383
	Iteration 38Q: 3 clusters Score -3120811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -3120806.000000 Penalty: 4835.067383
	Iteration 39Q: 3 clusters Score -3120806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -3120818.000000 Penalty: 4835.067383
	Iteration 40F: 3 clusters Score -3120818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -3120820.000000 Penalty: 4835.067383
	Iteration 41Q: 3 clusters Score -3120820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -3120826.000000 Penalty: 4835.067383
	Iteration 42Q: 3 clusters Score -3120826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -3120826.750000 Penalty: 4835.067383
	Iteration 43Q: 3 clusters Score -3120827 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -3120830.750000 Penalty: 4835.067383
	Iteration 44Q: 3 clusters Score -3120831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -3120827.000000 Penalty: 4835.067383
	Iteration 45Q: 3 clusters Score -3120827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -3120825.000000 Penalty: 4835.067383
	Iteration 46Q: 3 clusters Score -3120825 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -3120828.750000 Penalty: 4835.067383
	Iteration 47Q: 3 clusters Score -3120829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -3120832.250000 Penalty: 4835.067383
	Iteration 48Q: 3 clusters Score -3120832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -3120836.000000 Penalty: 4835.067383
	Iteration 49Q: 3 clusters Score -3120836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -3120829.250000 Penalty: 4835.067383
	Iteration 50Q: 3 clusters Score -3120829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -3120830.500000 Penalty: 4835.067383
	Iteration 51Q: 3 clusters Score -3120830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -3120832.500000 Penalty: 4835.067383
	Iteration 52Q: 3 clusters Score -3120832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -3120830.500000 Penalty: 4835.067383
	Iteration 53Q: 3 clusters Score -3120830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -3120832.250000 Penalty: 4835.067383
	Iteration 54Q: 3 clusters Score -3120832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -3120833.250000 Penalty: 4835.067383
	Iteration 55Q: 3 clusters Score -3120833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -3120835.250000 Penalty: 4835.067383
	Iteration 56Q: 3 clusters Score -3120835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -3120835.500000 Penalty: 4835.067383
	Iteration 57Q: 3 clusters Score -3120836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -3120834.750000 Penalty: 4835.067383
	Iteration 58Q: 3 clusters Score -3120835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -3120827.750000 Penalty: 4835.067383
	Iteration 59Q: 3 clusters Score -3120828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -3120827.750000 Penalty: 4835.067383
	Iteration 60F: 3 clusters Score -3120828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34487 members 
Mstep: Class 3 contains 49037 members 
Mstep: Class 4 contains 44984 members 
Mstep: Class 5 contains 43241 members 
Mstep: Class 6 contains 45207 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45485 members 
Mstep: Class 11 contains 45003 members 
Mstep: Class 12 contains 47269 members 
Mstep: Class 13 contains 46786 members 
Mstep: Class 14 contains 37127 members 
Mstep: Class 15 contains 26412 members 
Mstep: Class 16 contains 43163 members 
Mstep: Class 17 contains 45909 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 782 members 
Mstep: Class 21 contains 31168 members 
Mstep: Class 22 contains 7509 members 
Mstep: Class 23 contains 1222 members 
Mstep: Class 24 contains 17122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240224.000000 Penalty: 79364.328125
Iteration 399Q: 25 clusters Score -1.112402e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34487 members 
Mstep: Class 3 contains 49035 members 
Mstep: Class 4 contains 44946 members 
Mstep: Class 5 contains 43244 members 
Mstep: Class 6 contains 45195 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45466 members 
Mstep: Class 11 contains 44995 members 
Mstep: Class 12 contains 47268 members 
Mstep: Class 13 contains 46825 members 
Mstep: Class 14 contains 37123 members 
Mstep: Class 15 contains 26416 members 
Mstep: Class 16 contains 43164 members 
Mstep: Class 17 contains 45923 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 782 members 
Mstep: Class 21 contains 31156 members 
Mstep: Class 22 contains 7513 members 
Mstep: Class 23 contains 1222 members 
Mstep: Class 24 contains 17153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240200.000000 Penalty: 79364.328125
Iteration 400F: 25 clusters Score -1.112402e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34497 members 
Mstep: Class 3 contains 49030 members 
Mstep: Class 4 contains 44911 members 
Mstep: Class 5 contains 43244 members 
Mstep: Class 6 contains 45209 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45452 members 
Mstep: Class 11 contains 44990 members 
Mstep: Class 12 contains 47268 members 
Mstep: Class 13 contains 46841 members 
Mstep: Class 14 contains 37126 members 
Mstep: Class 15 contains 26416 members 
Mstep: Class 16 contains 43158 members 
Mstep: Class 17 contains 45936 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 782 members 
Mstep: Class 21 contains 31142 members 
Mstep: Class 22 contains 7516 members 
Mstep: Class 23 contains 1222 members 
Mstep: Class 24 contains 17173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240168.000000 Penalty: 79364.328125
Iteration 401Q: 25 clusters Score -1.112402e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34517 members 
Mstep: Class 3 contains 49045 members 
Mstep: Class 4 contains 44907 members 
Mstep: Class 5 contains 43240 members 
Mstep: Class 6 contains 45211 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45418 members 
Mstep: Class 11 contains 44981 members 
Mstep: Class 12 contains 47279 members 
Mstep: Class 13 contains 46855 members 
Mstep: Class 14 contains 37110 members 
Mstep: Class 15 contains 26416 members 
Mstep: Class 16 contains 43157 members 
Mstep: Class 17 contains 45929 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 782 members 
Mstep: Class 21 contains 31137 members 
Mstep: Class 22 contains 7519 members 
Mstep: Class 23 contains 1222 members 
Mstep: Class 24 contains 17188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240240.000000 Penalty: 79364.328125
Iteration 402Q: 25 clusters Score -1.112402e+08 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34531 members 
Mstep: Class 3 contains 49058 members 
Mstep: Class 4 contains 44926 members 
Mstep: Class 5 contains 43246 members 
Mstep: Class 6 contains 45224 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45400 members 
Mstep: Class 11 contains 44986 members 
Mstep: Class 12 contains 47252 members 
Mstep: Class 13 contains 46844 members 
Mstep: Class 14 contains 37095 members 
Mstep: Class 15 contains 26415 members 
Mstep: Class 16 contains 43153 members 
Mstep: Class 17 contains 45922 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 782 members 
Mstep: Class 21 contains 31130 members 
Mstep: Class 22 contains 7523 members 
Mstep: Class 23 contains 1222 members 
Mstep: Class 24 contains 17204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240384.000000 Penalty: 79364.328125
Iteration 403Q: 25 clusters Score -1.112404e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34545 members 
Mstep: Class 3 contains 49074 members 
Mstep: Class 4 contains 44911 members 
Mstep: Class 5 contains 43248 members 
Mstep: Class 6 contains 45224 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45386 members 
Mstep: Class 11 contains 44997 members 
Mstep: Class 12 contains 47239 members 
Mstep: Class 13 contains 46857 members 
Mstep: Class 14 contains 37072 members 
Mstep: Class 15 contains 26417 members 
Mstep: Class 16 contains 43149 members 
Mstep: Class 17 contains 45921 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 782 members 
Mstep: Class 21 contains 31120 members 
Mstep: Class 22 contains 7528 members 
Mstep: Class 23 contains 1222 members 
Mstep: Class 24 contains 17221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240552.000000 Penalty: 79364.328125
Iteration 404Q: 25 clusters Score -1.112406e+08 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34566 members 
Mstep: Class 3 contains 49093 members 
Mstep: Class 4 contains 44938 members 
Mstep: Class 5 contains 43227 members 
Mstep: Class 6 contains 45205 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45364 members 
Mstep: Class 11 contains 45005 members 
Mstep: Class 12 contains 47238 members 
Mstep: Class 13 contains 46849 members 
Mstep: Class 14 contains 37062 members 
Mstep: Class 15 contains 26412 members 
Mstep: Class 16 contains 43153 members 
Mstep: Class 17 contains 45931 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 782 members 
Mstep: Class 21 contains 31105 members 
Mstep: Class 22 contains 7531 members 
Mstep: Class 23 contains 1222 members 
Mstep: Class 24 contains 17230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240512.000000 Penalty: 79364.328125
Iteration 405Q: 25 clusters Score -1.112405e+08 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34574 members 
Mstep: Class 3 contains 49094 members 
Mstep: Class 4 contains 44958 members 
Mstep: Class 5 contains 43217 members 
Mstep: Class 6 contains 45200 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45361 members 
Mstep: Class 11 contains 45002 members 
Mstep: Class 12 contains 47232 members 
Mstep: Class 13 contains 46854 members 
Mstep: Class 14 contains 37047 members 
Mstep: Class 15 contains 26412 members 
Mstep: Class 16 contains 43143 members 
Mstep: Class 17 contains 45938 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 782 members 
Mstep: Class 21 contains 31089 members 
Mstep: Class 22 contains 7543 members 
Mstep: Class 23 contains 1221 members 
Mstep: Class 24 contains 17246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240320.000000 Penalty: 79364.328125
Iteration 406Q: 25 clusters Score -1.112403e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34590 members 
Mstep: Class 3 contains 49103 members 
Mstep: Class 4 contains 44976 members 
Mstep: Class 5 contains 43217 members 
Mstep: Class 6 contains 45200 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45346 members 
Mstep: Class 11 contains 45009 members 
Mstep: Class 12 contains 47210 members 
Mstep: Class 13 contains 46832 members 
Mstep: Class 14 contains 37025 members 
Mstep: Class 15 contains 26415 members 
Mstep: Class 16 contains 43141 members 
Mstep: Class 17 contains 45952 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 782 members 
Mstep: Class 21 contains 31074 members 
Mstep: Class 22 contains 7554 members 
Mstep: Class 23 contains 1221 members 
Mstep: Class 24 contains 17266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240288.000000 Penalty: 79364.328125
Iteration 407Q: 25 clusters Score -1.112403e+08 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34596 members 
Mstep: Class 3 contains 49118 members 
Mstep: Class 4 contains 44989 members 
Mstep: Class 5 contains 43222 members 
Mstep: Class 6 contains 45193 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45331 members 
Mstep: Class 11 contains 45008 members 
Mstep: Class 12 contains 47180 members 
Mstep: Class 13 contains 46846 members 
Mstep: Class 14 contains 37009 members 
Mstep: Class 15 contains 26415 members 
Mstep: Class 16 contains 43149 members 
Mstep: Class 17 contains 45956 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 782 members 
Mstep: Class 21 contains 31056 members 
Mstep: Class 22 contains 7566 members 
Mstep: Class 23 contains 1221 members 
Mstep: Class 24 contains 17276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240224.000000 Penalty: 79364.328125
Iteration 408Q: 25 clusters Score -1.112402e+08 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34602 members 
Mstep: Class 3 contains 49131 members 
Mstep: Class 4 contains 44983 members 
Mstep: Class 5 contains 43214 members 
Mstep: Class 6 contains 45192 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45339 members 
Mstep: Class 11 contains 45013 members 
Mstep: Class 12 contains 47165 members 
Mstep: Class 13 contains 46855 members 
Mstep: Class 14 contains 36995 members 
Mstep: Class 15 contains 26414 members 
Mstep: Class 16 contains 43159 members 
Mstep: Class 17 contains 45954 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 782 members 
Mstep: Class 21 contains 31029 members 
Mstep: Class 22 contains 7576 members 
Mstep: Class 23 contains 1221 members 
Mstep: Class 24 contains 17289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240440.000000 Penalty: 79364.328125
Iteration 409Q: 25 clusters Score -1.112404e+08 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34600 members 
Mstep: Class 3 contains 49141 members 
Mstep: Class 4 contains 44954 members 
Mstep: Class 5 contains 43213 members 
Mstep: Class 6 contains 45179 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45333 members 
Mstep: Class 11 contains 45010 members 
Mstep: Class 12 contains 47181 members 
Mstep: Class 13 contains 46876 members 
Mstep: Class 14 contains 36996 members 
Mstep: Class 15 contains 26411 members 
Mstep: Class 16 contains 43162 members 
Mstep: Class 17 contains 45965 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 782 members 
Mstep: Class 21 contains 31012 members 
Mstep: Class 22 contains 7579 members 
Mstep: Class 23 contains 1221 members 
Mstep: Class 24 contains 17298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240048.000000 Penalty: 79364.328125
Iteration 410Q: 25 clusters Score -1.1124e+08 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 34607 members 
Mstep: Class 3 contains 49156 members 
Mstep: Class 4 contains 44914 members 
Mstep: Class 5 contains 43217 members 
Mstep: Class 6 contains 45179 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45339 members 
Mstep: Class 11 contains 45010 members 
Mstep: Class 12 contains 47202 members 
Mstep: Class 13 contains 46852 members 
Mstep: Class 14 contains 36982 members 
Mstep: Class 15 contains 26411 members 
Mstep: Class 16 contains 43162 members 
Mstep: Class 17 contains 46007 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 782 members 
Mstep: Class 21 contains 30989 members 
Mstep: Class 22 contains 7579 members 
Mstep: Class 23 contains 1221 members 
Mstep: Class 24 contains 17305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240112.000000 Penalty: 79364.328125
Iteration 411Q: 25 clusters Score -1.112401e+08 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 34615 members 
Mstep: Class 3 contains 49179 members 
Mstep: Class 4 contains 44874 members 
Mstep: Class 5 contains 43217 members 
Mstep: Class 6 contains 45175 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45341 members 
Mstep: Class 11 contains 45011 members 
Mstep: Class 12 contains 47219 members 
Mstep: Class 13 contains 46850 members 
Mstep: Class 14 contains 36973 members 
Mstep: Class 15 contains 26409 members 
Mstep: Class 16 contains 43159 members 
Mstep: Class 17 contains 46024 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 782 members 
Mstep: Class 21 contains 30977 members 
Mstep: Class 22 contains 7582 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 17308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240200.000000 Penalty: 79364.328125
Iteration 412Q: 25 clusters Score -1.112402e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 34626 members 
Mstep: Class 3 contains 49189 members 
Mstep: Class 4 contains 44848 members 
Mstep: Class 5 contains 43201 members 
Mstep: Class 6 contains 45191 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45341 members 
Mstep: Class 11 contains 45011 members 
Mstep: Class 12 contains 47243 members 
Mstep: Class 13 contains 46833 members 
Mstep: Class 14 contains 36955 members 
Mstep: Class 15 contains 26412 members 
Mstep: Class 16 contains 43164 members 
Mstep: Class 17 contains 46037 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 782 members 
Mstep: Class 21 contains 30961 members 
Mstep: Class 22 contains 7589 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 17312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240232.000000 Penalty: 79364.328125
Iteration 413Q: 25 clusters Score -1.112402e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34635 members 
Mstep: Class 3 contains 49190 members 
Mstep: Class 4 contains 44833 members 
Mstep: Class 5 contains 43180 members 
Mstep: Class 6 contains 45200 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45333 members 
Mstep: Class 11 contains 45014 members 
Mstep: Class 12 contains 47263 members 
Mstep: Class 13 contains 46830 members 
Mstep: Class 14 contains 36941 members 
Mstep: Class 15 contains 26413 members 
Mstep: Class 16 contains 43167 members 
Mstep: Class 17 contains 46055 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 782 members 
Mstep: Class 21 contains 30943 members 
Mstep: Class 22 contains 7598 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 17317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240336.000000 Penalty: 79364.328125
Iteration 414Q: 25 clusters Score -1.112403e+08 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34654 members 
Mstep: Class 3 contains 49196 members 
Mstep: Class 4 contains 44812 members 
Mstep: Class 5 contains 43167 members 
Mstep: Class 6 contains 45204 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45337 members 
Mstep: Class 11 contains 45011 members 
Mstep: Class 12 contains 47273 members 
Mstep: Class 13 contains 46823 members 
Mstep: Class 14 contains 36922 members 
Mstep: Class 15 contains 26411 members 
Mstep: Class 16 contains 43177 members 
Mstep: Class 17 contains 46059 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 782 members 
Mstep: Class 21 contains 30929 members 
Mstep: Class 22 contains 7609 members 
Mstep: Class 23 contains 1220 members 
Mstep: Class 24 contains 17327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240496.000000 Penalty: 79364.328125
Iteration 415Q: 25 clusters Score -1.112405e+08 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34676 members 
Mstep: Class 3 contains 49202 members 
Mstep: Class 4 contains 44814 members 
Mstep: Class 5 contains 43133 members 
Mstep: Class 6 contains 45189 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45348 members 
Mstep: Class 11 contains 45004 members 
Mstep: Class 12 contains 47276 members 
Mstep: Class 13 contains 46812 members 
Mstep: Class 14 contains 36905 members 
Mstep: Class 15 contains 26412 members 
Mstep: Class 16 contains 43193 members 
Mstep: Class 17 contains 46084 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 782 members 
Mstep: Class 21 contains 30914 members 
Mstep: Class 22 contains 7622 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 17328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240480.000000 Penalty: 79364.328125
Iteration 416Q: 25 clusters Score -1.112405e+08 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34683 members 
Mstep: Class 3 contains 49202 members 
Mstep: Class 4 contains 44815 members 
Mstep: Class 5 contains 43124 members 
Mstep: Class 6 contains 45208 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45346 members 
Mstep: Class 11 contains 44991 members 
Mstep: Class 12 contains 47285 members 
Mstep: Class 13 contains 46795 members 
Mstep: Class 14 contains 36878 members 
Mstep: Class 15 contains 26417 members 
Mstep: Class 16 contains 43200 members 
Mstep: Class 17 contains 46084 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 782 members 
Mstep: Class 21 contains 30903 members 
Mstep: Class 22 contains 7652 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 17329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240624.000000 Penalty: 79364.328125
Iteration 417Q: 25 clusters Score -1.112406e+08 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34680 members 
Mstep: Class 3 contains 49212 members 
Mstep: Class 4 contains 44833 members 
Mstep: Class 5 contains 43128 members 
Mstep: Class 6 contains 45226 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45345 members 
Mstep: Class 11 contains 44988 members 
Mstep: Class 12 contains 47282 members 
Mstep: Class 13 contains 46754 members 
Mstep: Class 14 contains 36850 members 
Mstep: Class 15 contains 26422 members 
Mstep: Class 16 contains 43212 members 
Mstep: Class 17 contains 46087 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 782 members 
Mstep: Class 21 contains 30884 members 
Mstep: Class 22 contains 7678 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 17331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240552.000000 Penalty: 79364.328125
Iteration 418Q: 25 clusters Score -1.112406e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34676 members 
Mstep: Class 3 contains 49218 members 
Mstep: Class 4 contains 44845 members 
Mstep: Class 5 contains 43136 members 
Mstep: Class 6 contains 45231 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45353 members 
Mstep: Class 11 contains 44976 members 
Mstep: Class 12 contains 47284 members 
Mstep: Class 13 contains 46738 members 
Mstep: Class 14 contains 36829 members 
Mstep: Class 15 contains 26424 members 
Mstep: Class 16 contains 43212 members 
Mstep: Class 17 contains 46079 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 782 members 
Mstep: Class 21 contains 30880 members 
Mstep: Class 22 contains 7697 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 17334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240520.000000 Penalty: 79364.328125
Iteration 419Q: 25 clusters Score -1.112405e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34669 members 
Mstep: Class 3 contains 49212 members 
Mstep: Class 4 contains 44860 members 
Mstep: Class 5 contains 43141 members 
Mstep: Class 6 contains 45222 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45378 members 
Mstep: Class 11 contains 44975 members 
Mstep: Class 12 contains 47282 members 
Mstep: Class 13 contains 46734 members 
Mstep: Class 14 contains 36824 members 
Mstep: Class 15 contains 26426 members 
Mstep: Class 16 contains 43196 members 
Mstep: Class 17 contains 46074 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 782 members 
Mstep: Class 21 contains 30872 members 
Mstep: Class 22 contains 7714 members 
Mstep: Class 23 contains 1220 members 
Mstep: Class 24 contains 17332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240488.000000 Penalty: 79364.328125
Iteration 420F: 25 clusters Score -1.112405e+08 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34676 members 
Mstep: Class 3 contains 49197 members 
Mstep: Class 4 contains 44846 members 
Mstep: Class 5 contains 43120 members 
Mstep: Class 6 contains 45206 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45401 members 
Mstep: Class 11 contains 44978 members 
Mstep: Class 12 contains 47312 members 
Mstep: Class 13 contains 46771 members 
Mstep: Class 14 contains 36815 members 
Mstep: Class 15 contains 26430 members 
Mstep: Class 16 contains 43190 members 
Mstep: Class 17 contains 46054 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 782 members 
Mstep: Class 21 contains 30860 members 
Mstep: Class 22 contains 7723 members 
Mstep: Class 23 contains 1220 members 
Mstep: Class 24 contains 17332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240424.000000 Penalty: 79364.328125
Iteration 421Q: 25 clusters Score -1.112404e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34686 members 
Mstep: Class 3 contains 49190 members 
Mstep: Class 4 contains 44820 members 
Mstep: Class 5 contains 43103 members 
Mstep: Class 6 contains 45204 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45420 members 
Mstep: Class 11 contains 44977 members 
Mstep: Class 12 contains 47324 members 
Mstep: Class 13 contains 46794 members 
Mstep: Class 14 contains 36812 members 
Mstep: Class 15 contains 26435 members 
Mstep: Class 16 contains 43184 members 
Mstep: Class 17 contains 46050 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 782 members 
Mstep: Class 21 contains 30847 members 
Mstep: Class 22 contains 7734 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 17332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240528.000000 Penalty: 79364.328125
Iteration 422Q: 25 clusters Score -1.112405e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34698 members 
Mstep: Class 3 contains 49190 members 
Mstep: Class 4 contains 44793 members 
Mstep: Class 5 contains 43090 members 
Mstep: Class 6 contains 45204 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45427 members 
Mstep: Class 11 contains 44973 members 
Mstep: Class 12 contains 47332 members 
Mstep: Class 13 contains 46826 members 
Mstep: Class 14 contains 36811 members 
Mstep: Class 15 contains 26438 members 
Mstep: Class 16 contains 43180 members 
Mstep: Class 17 contains 46032 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 782 members 
Mstep: Class 21 contains 30843 members 
Mstep: Class 22 contains 7744 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 17331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240608.000000 Penalty: 79364.328125
Iteration 423Q: 25 clusters Score -1.112406e+08 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34712 members 
Mstep: Class 3 contains 49198 members 
Mstep: Class 4 contains 44760 members 
Mstep: Class 5 contains 43091 members 
Mstep: Class 6 contains 45202 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45438 members 
Mstep: Class 11 contains 44965 members 
Mstep: Class 12 contains 47351 members 
Mstep: Class 13 contains 46857 members 
Mstep: Class 14 contains 36797 members 
Mstep: Class 15 contains 26443 members 
Mstep: Class 16 contains 43155 members 
Mstep: Class 17 contains 46024 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 782 members 
Mstep: Class 21 contains 30840 members 
Mstep: Class 22 contains 7748 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 17331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240584.000000 Penalty: 79364.328125
Iteration 424Q: 25 clusters Score -1.112406e+08 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34712 members 
Mstep: Class 3 contains 49191 members 
Mstep: Class 4 contains 44754 members 
Mstep: Class 5 contains 43093 members 
Mstep: Class 6 contains 45188 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45448 members 
Mstep: Class 11 contains 44961 members 
Mstep: Class 12 contains 47346 members 
Mstep: Class 13 contains 46880 members 
Mstep: Class 14 contains 36797 members 
Mstep: Class 15 contains 26447 members 
Mstep: Class 16 contains 43141 members 
Mstep: Class 17 contains 46034 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30836 members 
Mstep: Class 22 contains 7750 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 17333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240424.000000 Penalty: 79364.328125
Iteration 425Q: 25 clusters Score -1.112404e+08 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34715 members 
Mstep: Class 3 contains 49180 members 
Mstep: Class 4 contains 44763 members 
Mstep: Class 5 contains 43118 members 
Mstep: Class 6 contains 45171 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45445 members 
Mstep: Class 11 contains 44965 members 
Mstep: Class 12 contains 47351 members 
Mstep: Class 13 contains 46870 members 
Mstep: Class 14 contains 36797 members 
Mstep: Class 15 contains 26445 members 
Mstep: Class 16 contains 43115 members 
Mstep: Class 17 contains 46052 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30835 members 
Mstep: Class 22 contains 7753 members 
Mstep: Class 23 contains 1220 members 
Mstep: Class 24 contains 17335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240472.000000 Penalty: 79364.328125
Iteration 426Q: 25 clusters Score -1.112405e+08 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34709 members 
Mstep: Class 3 contains 49177 members 
Mstep: Class 4 contains 44750 members 
Mstep: Class 5 contains 43131 members 
Mstep: Class 6 contains 45158 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45432 members 
Mstep: Class 11 contains 44967 members 
Mstep: Class 12 contains 47355 members 
Mstep: Class 13 contains 46869 members 
Mstep: Class 14 contains 36795 members 
Mstep: Class 15 contains 26447 members 
Mstep: Class 16 contains 43119 members 
Mstep: Class 17 contains 46085 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30824 members 
Mstep: Class 22 contains 7757 members 
Mstep: Class 23 contains 1220 members 
Mstep: Class 24 contains 17335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240520.000000 Penalty: 79364.328125
Iteration 427Q: 25 clusters Score -1.112405e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34700 members 
Mstep: Class 3 contains 49168 members 
Mstep: Class 4 contains 44723 members 
Mstep: Class 5 contains 43151 members 
Mstep: Class 6 contains 45168 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45430 members 
Mstep: Class 11 contains 44954 members 
Mstep: Class 12 contains 47368 members 
Mstep: Class 13 contains 46854 members 
Mstep: Class 14 contains 36795 members 
Mstep: Class 15 contains 26448 members 
Mstep: Class 16 contains 43128 members 
Mstep: Class 17 contains 46109 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30818 members 
Mstep: Class 22 contains 7761 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 17336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240432.000000 Penalty: 79364.328125
Iteration 428Q: 25 clusters Score -1.112404e+08 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34703 members 
Mstep: Class 3 contains 49169 members 
Mstep: Class 4 contains 44737 members 
Mstep: Class 5 contains 43149 members 
Mstep: Class 6 contains 45160 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45409 members 
Mstep: Class 11 contains 44956 members 
Mstep: Class 12 contains 47378 members 
Mstep: Class 13 contains 46827 members 
Mstep: Class 14 contains 36791 members 
Mstep: Class 15 contains 26453 members 
Mstep: Class 16 contains 43132 members 
Mstep: Class 17 contains 46135 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30807 members 
Mstep: Class 22 contains 7769 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 17336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240488.000000 Penalty: 79364.328125
Iteration 429Q: 25 clusters Score -1.112405e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34727 members 
Mstep: Class 3 contains 49173 members 
Mstep: Class 4 contains 44735 members 
Mstep: Class 5 contains 43155 members 
Mstep: Class 6 contains 45155 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45386 members 
Mstep: Class 11 contains 44965 members 
Mstep: Class 12 contains 47379 members 
Mstep: Class 13 contains 46813 members 
Mstep: Class 14 contains 36788 members 
Mstep: Class 15 contains 26452 members 
Mstep: Class 16 contains 43127 members 
Mstep: Class 17 contains 46148 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30795 members 
Mstep: Class 22 contains 7780 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240352.000000 Penalty: 79364.328125
Iteration 430Q: 25 clusters Score -1.112404e+08 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34726 members 
Mstep: Class 3 contains 49165 members 
Mstep: Class 4 contains 44751 members 
Mstep: Class 5 contains 43147 members 
Mstep: Class 6 contains 45161 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45378 members 
Mstep: Class 11 contains 44968 members 
Mstep: Class 12 contains 47371 members 
Mstep: Class 13 contains 46816 members 
Mstep: Class 14 contains 36803 members 
Mstep: Class 15 contains 26453 members 
Mstep: Class 16 contains 43120 members 
Mstep: Class 17 contains 46139 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30788 members 
Mstep: Class 22 contains 7793 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240424.000000 Penalty: 79364.328125
Iteration 431Q: 25 clusters Score -1.112404e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34709 members 
Mstep: Class 3 contains 49165 members 
Mstep: Class 4 contains 44774 members 
Mstep: Class 5 contains 43129 members 
Mstep: Class 6 contains 45164 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45370 members 
Mstep: Class 11 contains 44967 members 
Mstep: Class 12 contains 47365 members 
Mstep: Class 13 contains 46838 members 
Mstep: Class 14 contains 36795 members 
Mstep: Class 15 contains 26455 members 
Mstep: Class 16 contains 43124 members 
Mstep: Class 17 contains 46125 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30784 members 
Mstep: Class 22 contains 7814 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240328.000000 Penalty: 79364.328125
Iteration 432Q: 25 clusters Score -1.112403e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34697 members 
Mstep: Class 3 contains 49160 members 
Mstep: Class 4 contains 44811 members 
Mstep: Class 5 contains 43115 members 
Mstep: Class 6 contains 45150 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45366 members 
Mstep: Class 11 contains 44971 members 
Mstep: Class 12 contains 47372 members 
Mstep: Class 13 contains 46852 members 
Mstep: Class 14 contains 36787 members 
Mstep: Class 15 contains 26457 members 
Mstep: Class 16 contains 43118 members 
Mstep: Class 17 contains 46105 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30778 members 
Mstep: Class 22 contains 7836 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240496.000000 Penalty: 79364.328125
Iteration 433Q: 25 clusters Score -1.112405e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34686 members 
Mstep: Class 3 contains 49162 members 
Mstep: Class 4 contains 44848 members 
Mstep: Class 5 contains 43125 members 
Mstep: Class 6 contains 45128 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45354 members 
Mstep: Class 11 contains 44974 members 
Mstep: Class 12 contains 47349 members 
Mstep: Class 13 contains 46885 members 
Mstep: Class 14 contains 36783 members 
Mstep: Class 15 contains 26459 members 
Mstep: Class 16 contains 43104 members 
Mstep: Class 17 contains 46091 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30771 members 
Mstep: Class 22 contains 7854 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240584.000000 Penalty: 79364.328125
Iteration 434Q: 25 clusters Score -1.112406e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34687 members 
Mstep: Class 3 contains 49165 members 
Mstep: Class 4 contains 44865 members 
Mstep: Class 5 contains 43142 members 
Mstep: Class 6 contains 45100 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45350 members 
Mstep: Class 11 contains 44970 members 
Mstep: Class 12 contains 47335 members 
Mstep: Class 13 contains 46916 members 
Mstep: Class 14 contains 36770 members 
Mstep: Class 15 contains 26464 members 
Mstep: Class 16 contains 43093 members 
Mstep: Class 17 contains 46083 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30759 members 
Mstep: Class 22 contains 7874 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240744.000000 Penalty: 79364.328125
Iteration 435Q: 25 clusters Score -1.112407e+08 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34686 members 
Mstep: Class 3 contains 49176 members 
Mstep: Class 4 contains 44867 members 
Mstep: Class 5 contains 43158 members 
Mstep: Class 6 contains 45055 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45365 members 
Mstep: Class 11 contains 44984 members 
Mstep: Class 12 contains 47294 members 
Mstep: Class 13 contains 46970 members 
Mstep: Class 14 contains 36750 members 
Mstep: Class 15 contains 26467 members 
Mstep: Class 16 contains 43090 members 
Mstep: Class 17 contains 46067 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30748 members 
Mstep: Class 22 contains 7896 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240632.000000 Penalty: 79364.328125
Iteration 436Q: 25 clusters Score -1.112406e+08 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34686 members 
Mstep: Class 3 contains 49181 members 
Mstep: Class 4 contains 44881 members 
Mstep: Class 5 contains 43161 members 
Mstep: Class 6 contains 45047 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45361 members 
Mstep: Class 11 contains 44987 members 
Mstep: Class 12 contains 47258 members 
Mstep: Class 13 contains 47015 members 
Mstep: Class 14 contains 36746 members 
Mstep: Class 15 contains 26471 members 
Mstep: Class 16 contains 43074 members 
Mstep: Class 17 contains 46055 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30734 members 
Mstep: Class 22 contains 7918 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240440.000000 Penalty: 79364.328125
Iteration 437Q: 25 clusters Score -1.112404e+08 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 34682 members 
Mstep: Class 3 contains 49182 members 
Mstep: Class 4 contains 44890 members 
Mstep: Class 5 contains 43137 members 
Mstep: Class 6 contains 45042 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45357 members 
Mstep: Class 11 contains 44998 members 
Mstep: Class 12 contains 47236 members 
Mstep: Class 13 contains 47066 members 
Mstep: Class 14 contains 36740 members 
Mstep: Class 15 contains 26473 members 
Mstep: Class 16 contains 43060 members 
Mstep: Class 17 contains 46056 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30725 members 
Mstep: Class 22 contains 7932 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240424.000000 Penalty: 79364.328125
Iteration 438Q: 25 clusters Score -1.112404e+08 nChanged 652
Entering ConstructFrom: 
Score: -111240424.000000 Penalty: 79364.328125
Entering ConstructFrom: 
Trying to split cluster 1 (2550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Entering Unmasked Estep 
Score: -431753.656250 Penalty: 1945.274536
	Iteration 0F: 2 clusters Score -431753.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -428814.406250 Penalty: 3890.549072
	Iteration 0F: 3 clusters Score -428814.4 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -429722.843750 Penalty: 3890.549072
	Iteration 1F: 3 clusters Score -429722.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -430146.656250 Penalty: 3890.549072
	Iteration 2F: 3 clusters Score -430146.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -430366.062500 Penalty: 3890.549072
	Iteration 3F: 3 clusters Score -430366.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -430593.406250 Penalty: 3890.549072
	Iteration 4F: 3 clusters Score -430593.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -430848.093750 Penalty: 3890.549072
	Iteration 5F: 3 clusters Score -430848.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -431083.656250 Penalty: 3890.549072
	Iteration 6F: 3 clusters Score -431083.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -431244.156250 Penalty: 3890.549072
	Iteration 7Q: 3 clusters Score -431244.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -431331.718750 Penalty: 3890.549072
	Iteration 8Q: 3 clusters Score -431331.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -431409.781250 Penalty: 3890.549072
	Iteration 9Q: 3 clusters Score -431409.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -431491.093750 Penalty: 3890.549072
	Iteration 10Q: 3 clusters Score -431491.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -431545.562500 Penalty: 3890.549072
	Iteration 11Q: 3 clusters Score -431545.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -431569.031250 Penalty: 3890.549072
	Iteration 12Q: 3 clusters Score -431569 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -431581.687500 Penalty: 3890.549072
	Iteration 13Q: 3 clusters Score -431581.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -431588.250000 Penalty: 3890.549072
	Iteration 14Q: 3 clusters Score -431588.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -431591.937500 Penalty: 3890.549072
	Iteration 15Q: 3 clusters Score -431591.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -431594.250000 Penalty: 3890.549072
	Iteration 16Q: 3 clusters Score -431594.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -431596.406250 Penalty: 3890.549072
	Iteration 17Q: 3 clusters Score -431596.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -431596.500000 Penalty: 3890.549072
	Iteration 18Q: 3 clusters Score -431596.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -431598.375000 Penalty: 3890.549072
	Iteration 19Q: 3 clusters Score -431598.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -431598.187500 Penalty: 3890.549072
	Iteration 20F: 3 clusters Score -431598.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -431597.906250 Penalty: 3890.549072
	Iteration 21Q: 3 clusters Score -431597.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -431597.906250 Penalty: 3890.549072
	Iteration 22F: 3 clusters Score -431597.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Entering Unmasked Estep 
Score: -6316439.000000 Penalty: 2592.543213
	Iteration 0F: 2 clusters Score -6316439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -6292688.000000 Penalty: 5185.086426
	Iteration 0F: 3 clusters Score -6292688 nChanged 15899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -6301222.500000 Penalty: 5185.086426
	Iteration 1F: 3 clusters Score -6301222 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -6301581.500000 Penalty: 5185.086426
	Iteration 2Q: 3 clusters Score -6301582 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -6301878.500000 Penalty: 5185.086426
	Iteration 3Q: 3 clusters Score -6301878 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -6302176.000000 Penalty: 5185.086426
	Iteration 4Q: 3 clusters Score -6302176 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -6302436.500000 Penalty: 5185.086426
	Iteration 5Q: 3 clusters Score -6302436 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -6302728.500000 Penalty: 5185.086426
	Iteration 6Q: 3 clusters Score -6302728 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -6303127.500000 Penalty: 5185.086426
	Iteration 7Q: 3 clusters Score -6303128 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -6303600.500000 Penalty: 5185.086426
	Iteration 8Q: 3 clusters Score -6303600 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -6304191.000000 Penalty: 5185.086426
	Iteration 9Q: 3 clusters Score -6304191 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -6304921.500000 Penalty: 5185.086426
	Iteration 10Q: 3 clusters Score -6304922 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -6305658.500000 Penalty: 5185.086426
	Iteration 11Q: 3 clusters Score -6305658 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -6306524.000000 Penalty: 5185.086426
	Iteration 12Q: 3 clusters Score -6306524 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -6307482.000000 Penalty: 5185.086426
	Iteration 13Q: 3 clusters Score -6307482 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -6308564.000000 Penalty: 5185.086426
	Iteration 14F: 3 clusters Score -6308564 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -6309580.000000 Penalty: 5185.086426
	Iteration 15Q: 3 clusters Score -6309580 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -6310220.000000 Penalty: 5185.086426
	Iteration 16Q: 3 clusters Score -6310220 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -6310565.500000 Penalty: 5185.086426
	Iteration 17Q: 3 clusters Score -6310566 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -6310798.000000 Penalty: 5185.086426
	Iteration 18Q: 3 clusters Score -6310798 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -6311046.500000 Penalty: 5185.086426
	Iteration 19Q: 3 clusters Score -6311046 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -6311243.500000 Penalty: 5185.086426
	Iteration 20F: 3 clusters Score -6311244 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -6311469.500000 Penalty: 5185.086426
	Iteration 21Q: 3 clusters Score -6311470 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -6311659.000000 Penalty: 5185.086426
	Iteration 22Q: 3 clusters Score -6311659 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -6311863.500000 Penalty: 5185.086426
	Iteration 23Q: 3 clusters Score -6311864 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -6312147.500000 Penalty: 5185.086426
	Iteration 24Q: 3 clusters Score -6312148 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -6312366.500000 Penalty: 5185.086426
	Iteration 25Q: 3 clusters Score -6312366 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -6312585.500000 Penalty: 5185.086426
	Iteration 26Q: 3 clusters Score -6312586 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -6312775.000000 Penalty: 5185.086426
	Iteration 27Q: 3 clusters Score -6312775 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -6312959.500000 Penalty: 5185.086426
	Iteration 28Q: 3 clusters Score -6312960 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -6313137.500000 Penalty: 5185.086426
	Iteration 29Q: 3 clusters Score -6313138 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -6313263.000000 Penalty: 5185.086426
	Iteration 30Q: 3 clusters Score -6313263 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -6313386.500000 Penalty: 5185.086426
	Iteration 31Q: 3 clusters Score -6313386 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -6313496.000000 Penalty: 5185.086426
	Iteration 32Q: 3 clusters Score -6313496 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -6313601.500000 Penalty: 5185.086426
	Iteration 33Q: 3 clusters Score -6313602 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -6313715.000000 Penalty: 5185.086426
	Iteration 34Q: 3 clusters Score -6313715 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -6313770.000000 Penalty: 5185.086426
	Iteration 35Q: 3 clusters Score -6313770 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -6313811.000000 Penalty: 5185.086426
	Iteration 36Q: 3 clusters Score -6313811 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -6313882.500000 Penalty: 5185.086426
	Iteration 37Q: 3 clusters Score -6313882 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 29263 members 
Entering Unmasked Estep 
Score: -6313921.000000 Penalty: 5185.086426
	Iteration 38Q: 3 clusters Score -6313921 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -6313935.000000 Penalty: 5185.086426
	Iteration 39Q: 3 clusters Score -6313935 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -6313965.500000 Penalty: 5185.086426
	Iteration 40F: 3 clusters Score -6313966 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 29748 members 
Entering Unmasked Estep 
Score: -6313995.500000 Penalty: 5185.086426
	Iteration 41Q: 3 clusters Score -6313996 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -6314019.500000 Penalty: 5185.086426
	Iteration 42Q: 3 clusters Score -6314020 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -6314046.000000 Penalty: 5185.086426
	Iteration 43Q: 3 clusters Score -6314046 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -6314072.500000 Penalty: 5185.086426
	Iteration 44Q: 3 clusters Score -6314072 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -6314124.000000 Penalty: 5185.086426
	Iteration 45Q: 3 clusters Score -6314124 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -6314156.500000 Penalty: 5185.086426
	Iteration 46Q: 3 clusters Score -6314156 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -6314178.500000 Penalty: 5185.086426
	Iteration 47Q: 3 clusters Score -6314178 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 30517 members 
Entering Unmasked Estep 
Score: -6314196.500000 Penalty: 5185.086426
	Iteration 48Q: 3 clusters Score -6314196 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -6314199.000000 Penalty: 5185.086426
	Iteration 49Q: 3 clusters Score -6314199 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -6314235.500000 Penalty: 5185.086426
	Iteration 50Q: 3 clusters Score -6314236 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -6314247.500000 Penalty: 5185.086426
	Iteration 51Q: 3 clusters Score -6314248 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 30793 members 
Entering Unmasked Estep 
Score: -6314241.500000 Penalty: 5185.086426
	Iteration 52Q: 3 clusters Score -6314242 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
Score: -6314230.500000 Penalty: 5185.086426
	Iteration 53Q: 3 clusters Score -6314230 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -6314255.000000 Penalty: 5185.086426
	Iteration 54Q: 3 clusters Score -6314255 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -6314237.000000 Penalty: 5185.086426
	Iteration 55Q: 3 clusters Score -6314237 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 30938 members 
Entering Unmasked Estep 
Score: -6314246.000000 Penalty: 5185.086426
	Iteration 56Q: 3 clusters Score -6314246 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 30969 members 
Entering Unmasked Estep 
Score: -6314263.500000 Penalty: 5185.086426
	Iteration 57Q: 3 clusters Score -6314264 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -6314262.500000 Penalty: 5185.086426
	Iteration 58Q: 3 clusters Score -6314262 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -6314267.000000 Penalty: 5185.086426
	Iteration 59Q: 3 clusters Score -6314267 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -6314285.500000 Penalty: 5185.086426
	Iteration 60F: 3 clusters Score -6314286 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -6314302.500000 Penalty: 5185.086426
	Iteration 61Q: 3 clusters Score -6314302 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -6314322.000000 Penalty: 5185.086426
	Iteration 62Q: 3 clusters Score -6314322 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -6314331.500000 Penalty: 5185.086426
	Iteration 63Q: 3 clusters Score -6314332 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 31278 members 
Entering Unmasked Estep 
Score: -6314328.000000 Penalty: 5185.086426
	Iteration 64Q: 3 clusters Score -6314328 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 31315 members 
Entering Unmasked Estep 
Score: -6314328.500000 Penalty: 5185.086426
	Iteration 65Q: 3 clusters Score -6314328 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -6314332.500000 Penalty: 5185.086426
	Iteration 66Q: 3 clusters Score -6314332 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 31375 members 
Entering Unmasked Estep 
Score: -6314343.000000 Penalty: 5185.086426
	Iteration 67Q: 3 clusters Score -6314343 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -6314342.000000 Penalty: 5185.086426
	Iteration 68Q: 3 clusters Score -6314342 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -6314337.500000 Penalty: 5185.086426
	Iteration 69Q: 3 clusters Score -6314338 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 31477 members 
Entering Unmasked Estep 
Score: -6314360.500000 Penalty: 5185.086426
	Iteration 70Q: 3 clusters Score -6314360 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -6314369.500000 Penalty: 5185.086426
	Iteration 71Q: 3 clusters Score -6314370 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -6314383.500000 Penalty: 5185.086426
	Iteration 72Q: 3 clusters Score -6314384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -6314389.000000 Penalty: 5185.086426
	Iteration 73Q: 3 clusters Score -6314389 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -6314386.500000 Penalty: 5185.086426
	Iteration 74Q: 3 clusters Score -6314386 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 31591 members 
Entering Unmasked Estep 
Score: -6314372.000000 Penalty: 5185.086426
	Iteration 75Q: 3 clusters Score -6314372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -6314383.000000 Penalty: 5185.086426
	Iteration 76Q: 3 clusters Score -6314383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 31623 members 
Entering Unmasked Estep 
Score: -6314392.000000 Penalty: 5185.086426
	Iteration 77Q: 3 clusters Score -6314392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -6314391.000000 Penalty: 5185.086426
	Iteration 78Q: 3 clusters Score -6314391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -6314392.000000 Penalty: 5185.086426
	Iteration 79Q: 3 clusters Score -6314392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
Score: -6314386.500000 Penalty: 5185.086426
	Iteration 80F: 3 clusters Score -6314386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
Score: -6314379.500000 Penalty: 5185.086426
	Iteration 81Q: 3 clusters Score -6314380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -6314388.500000 Penalty: 5185.086426
	Iteration 82Q: 3 clusters Score -6314388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -6314385.500000 Penalty: 5185.086426
	Iteration 83Q: 3 clusters Score -6314386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -6314379.500000 Penalty: 5185.086426
	Iteration 84Q: 3 clusters Score -6314380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -6314377.500000 Penalty: 5185.086426
	Iteration 85Q: 3 clusters Score -6314378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -6314387.500000 Penalty: 5185.086426
	Iteration 86Q: 3 clusters Score -6314388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
Score: -6314386.500000 Penalty: 5185.086426
	Iteration 87Q: 3 clusters Score -6314386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -6314384.500000 Penalty: 5185.086426
	Iteration 88Q: 3 clusters Score -6314384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -6314386.500000 Penalty: 5185.086426
	Iteration 89Q: 3 clusters Score -6314386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -6314391.500000 Penalty: 5185.086426
	Iteration 90Q: 3 clusters Score -6314392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -6314399.500000 Penalty: 5185.086426
	Iteration 91Q: 3 clusters Score -6314400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 31760 members 
Entering Unmasked Estep 
Score: -6314397.500000 Penalty: 5185.086426
	Iteration 92Q: 3 clusters Score -6314398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -6314396.000000 Penalty: 5185.086426
	Iteration 93Q: 3 clusters Score -6314396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 31766 members 
Entering Unmasked Estep 
Score: -6314392.000000 Penalty: 5185.086426
	Iteration 94Q: 3 clusters Score -6314392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 31767 members 
Entering Unmasked Estep 
Score: -6314394.000000 Penalty: 5185.086426
	Iteration 95Q: 3 clusters Score -6314394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -6314391.500000 Penalty: 5185.086426
	Iteration 96Q: 3 clusters Score -6314392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -6314393.000000 Penalty: 5185.086426
	Iteration 97Q: 3 clusters Score -6314393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -6314396.000000 Penalty: 5185.086426
	Iteration 98Q: 3 clusters Score -6314396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -6314400.500000 Penalty: 5185.086426
	Iteration 99Q: 3 clusters Score -6314400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -6314399.500000 Penalty: 5185.086426
	Iteration 100F: 3 clusters Score -6314400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -6314401.000000 Penalty: 5185.086426
	Iteration 101Q: 3 clusters Score -6314401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -6314398.500000 Penalty: 5185.086426
	Iteration 102Q: 3 clusters Score -6314398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -6314399.500000 Penalty: 5185.086426
	Iteration 103Q: 3 clusters Score -6314400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -6314403.000000 Penalty: 5185.086426
	Iteration 104Q: 3 clusters Score -6314403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -6314403.000000 Penalty: 5185.086426
	Iteration 105F: 3 clusters Score -6314403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (49186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49186 members 
Entering Unmasked Estep 
Score: -9001555.000000 Penalty: 2679.234375
	Iteration 0F: 2 clusters Score -9001555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -8970643.000000 Penalty: 5358.468750
	Iteration 0F: 3 clusters Score -8970643 nChanged 22498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -8983163.000000 Penalty: 5358.468750
	Iteration 1F: 3 clusters Score -8983163 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -8983771.000000 Penalty: 5358.468750
	Iteration 2Q: 3 clusters Score -8983771 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -8984334.000000 Penalty: 5358.468750
	Iteration 3Q: 3 clusters Score -8984334 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -8984960.000000 Penalty: 5358.468750
	Iteration 4Q: 3 clusters Score -8984960 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -8985691.000000 Penalty: 5358.468750
	Iteration 5Q: 3 clusters Score -8985691 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -8986475.000000 Penalty: 5358.468750
	Iteration 6Q: 3 clusters Score -8986475 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -8987657.000000 Penalty: 5358.468750
	Iteration 7Q: 3 clusters Score -8987657 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -8989205.000000 Penalty: 5358.468750
	Iteration 8F: 3 clusters Score -8989205 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -8991239.000000 Penalty: 5358.468750
	Iteration 9F: 3 clusters Score -8991239 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -8993635.000000 Penalty: 5358.468750
	Iteration 10F: 3 clusters Score -8993635 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -8995696.000000 Penalty: 5358.468750
	Iteration 11Q: 3 clusters Score -8995696 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 35991 members 
Entering Unmasked Estep 
Score: -8997208.000000 Penalty: 5358.468750
	Iteration 12Q: 3 clusters Score -8997208 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -8998207.000000 Penalty: 5358.468750
	Iteration 13Q: 3 clusters Score -8998207 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -8999118.000000 Penalty: 5358.468750
	Iteration 14Q: 3 clusters Score -8999118 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -8999711.000000 Penalty: 5358.468750
	Iteration 15Q: 3 clusters Score -8999711 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 36834 members 
Entering Unmasked Estep 
Score: -9000118.000000 Penalty: 5358.468750
	Iteration 16Q: 3 clusters Score -9000118 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 36904 members 
Entering Unmasked Estep 
Score: -9000415.000000 Penalty: 5358.468750
	Iteration 17Q: 3 clusters Score -9000415 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -9000564.000000 Penalty: 5358.468750
	Iteration 18Q: 3 clusters Score -9000564 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
Score: -9000642.000000 Penalty: 5358.468750
	Iteration 19Q: 3 clusters Score -9000642 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -9000720.000000 Penalty: 5358.468750
	Iteration 20F: 3 clusters Score -9000720 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 37109 members 
Entering Unmasked Estep 
Score: -9000732.000000 Penalty: 5358.468750
	Iteration 21Q: 3 clusters Score -9000732 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -9000762.000000 Penalty: 5358.468750
	Iteration 22Q: 3 clusters Score -9000762 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -9000758.000000 Penalty: 5358.468750
	Iteration 23Q: 3 clusters Score -9000758 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
Score: -9000771.000000 Penalty: 5358.468750
	Iteration 24Q: 3 clusters Score -9000771 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -9000789.000000 Penalty: 5358.468750
	Iteration 25Q: 3 clusters Score -9000789 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -9000791.000000 Penalty: 5358.468750
	Iteration 26Q: 3 clusters Score -9000791 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -9000800.000000 Penalty: 5358.468750
	Iteration 27Q: 3 clusters Score -9000800 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -9000792.000000 Penalty: 5358.468750
	Iteration 28Q: 3 clusters Score -9000792 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -9000789.000000 Penalty: 5358.468750
	Iteration 29Q: 3 clusters Score -9000789 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 37732 members 
Entering Unmasked Estep 
Score: -9000793.000000 Penalty: 5358.468750
	Iteration 30Q: 3 clusters Score -9000793 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 37774 members 
Entering Unmasked Estep 
Score: -9000835.000000 Penalty: 5358.468750
	Iteration 31Q: 3 clusters Score -9000835 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -9000814.000000 Penalty: 5358.468750
	Iteration 32Q: 3 clusters Score -9000814 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -9000813.000000 Penalty: 5358.468750
	Iteration 33Q: 3 clusters Score -9000813 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 37862 members 
Entering Unmasked Estep 
Score: -9000813.000000 Penalty: 5358.468750
	Iteration 34Q: 3 clusters Score -9000813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -9000833.000000 Penalty: 5358.468750
	Iteration 35Q: 3 clusters Score -9000833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -9000822.000000 Penalty: 5358.468750
	Iteration 36Q: 3 clusters Score -9000822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 37892 members 
Entering Unmasked Estep 
Score: -9000817.000000 Penalty: 5358.468750
	Iteration 37Q: 3 clusters Score -9000817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -9000814.000000 Penalty: 5358.468750
	Iteration 38Q: 3 clusters Score -9000814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -9000825.000000 Penalty: 5358.468750
	Iteration 39Q: 3 clusters Score -9000825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -9000832.000000 Penalty: 5358.468750
	Iteration 40F: 3 clusters Score -9000832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -9000824.000000 Penalty: 5358.468750
	Iteration 41Q: 3 clusters Score -9000824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -9000817.000000 Penalty: 5358.468750
	Iteration 42Q: 3 clusters Score -9000817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -9000823.000000 Penalty: 5358.468750
	Iteration 43Q: 3 clusters Score -9000823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -9000821.000000 Penalty: 5358.468750
	Iteration 44Q: 3 clusters Score -9000821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -9000820.000000 Penalty: 5358.468750
	Iteration 45Q: 3 clusters Score -9000820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -9000820.000000 Penalty: 5358.468750
	Iteration 46F: 3 clusters Score -9000820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44902 members 
Entering Unmasked Estep 
Score: -8303744.000000 Penalty: 2656.634766
	Iteration 0F: 2 clusters Score -8303744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -8274828.000000 Penalty: 5313.269531
	Iteration 0F: 3 clusters Score -8274828 nChanged 20496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -8285842.000000 Penalty: 5313.269531
	Iteration 1F: 3 clusters Score -8285842 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -8286248.500000 Penalty: 5313.269531
	Iteration 2Q: 3 clusters Score -8286248 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 21890 members 
Entering Unmasked Estep 
Score: -8286608.500000 Penalty: 5313.269531
	Iteration 3Q: 3 clusters Score -8286608 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -8286883.500000 Penalty: 5313.269531
	Iteration 4Q: 3 clusters Score -8286884 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -8287177.000000 Penalty: 5313.269531
	Iteration 5Q: 3 clusters Score -8287177 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -8287544.500000 Penalty: 5313.269531
	Iteration 6Q: 3 clusters Score -8287544 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -8288005.000000 Penalty: 5313.269531
	Iteration 7Q: 3 clusters Score -8288005 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -8288817.000000 Penalty: 5313.269531
	Iteration 8Q: 3 clusters Score -8288817 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -8290041.000000 Penalty: 5313.269531
	Iteration 9F: 3 clusters Score -8290041 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -8291821.000000 Penalty: 5313.269531
	Iteration 10F: 3 clusters Score -8291821 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -8294374.000000 Penalty: 5313.269531
	Iteration 11F: 3 clusters Score -8294374 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -8297171.000000 Penalty: 5313.269531
	Iteration 12F: 3 clusters Score -8297171 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -8299400.000000 Penalty: 5313.269531
	Iteration 13F: 3 clusters Score -8299400 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43386 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -8300556.000000 Penalty: 5313.269531
	Iteration 14Q: 3 clusters Score -8300556 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44135 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8301014.000000 Penalty: 5313.269531
	Iteration 15Q: 3 clusters Score -8301014 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44444 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -8301221.000000 Penalty: 5313.269531
	Iteration 16Q: 3 clusters Score -8301221 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44564 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -8301330.500000 Penalty: 5313.269531
	Iteration 17Q: 3 clusters Score -8301330 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8301385.000000 Penalty: 5313.269531
	Iteration 18Q: 3 clusters Score -8301385 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44624 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8301406.000000 Penalty: 5313.269531
	Iteration 19Q: 3 clusters Score -8301406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -8301423.500000 Penalty: 5313.269531
	Iteration 20F: 3 clusters Score -8301424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44641 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8301415.000000 Penalty: 5313.269531
	Iteration 21Q: 3 clusters Score -8301415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44644 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8301427.500000 Penalty: 5313.269531
	Iteration 22Q: 3 clusters Score -8301428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44646 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -8301426.500000 Penalty: 5313.269531
	Iteration 23Q: 3 clusters Score -8301426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8301433.500000 Penalty: 5313.269531
	Iteration 24Q: 3 clusters Score -8301434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44650 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8301425.500000 Penalty: 5313.269531
	Iteration 25Q: 3 clusters Score -8301426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44651 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8301430.500000 Penalty: 5313.269531
	Iteration 26Q: 3 clusters Score -8301430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -8301427.500000 Penalty: 5313.269531
	Iteration 27Q: 3 clusters Score -8301428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -8301427.500000 Penalty: 5313.269531
	Iteration 28F: 3 clusters Score -8301428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Entering Unmasked Estep 
Score: -7957735.500000 Penalty: 2646.695557
	Iteration 0F: 2 clusters Score -7957736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21562 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -7929131.500000 Penalty: 5293.391113
	Iteration 0F: 3 clusters Score -7929132 nChanged 19961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -7940269.500000 Penalty: 5293.391113
	Iteration 1F: 3 clusters Score -7940270 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -7940721.500000 Penalty: 5293.391113
	Iteration 2Q: 3 clusters Score -7940722 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -7941170.000000 Penalty: 5293.391113
	Iteration 3Q: 3 clusters Score -7941170 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -7941582.500000 Penalty: 5293.391113
	Iteration 4Q: 3 clusters Score -7941582 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -7942006.000000 Penalty: 5293.391113
	Iteration 5Q: 3 clusters Score -7942006 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -7942708.000000 Penalty: 5293.391113
	Iteration 6Q: 3 clusters Score -7942708 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -7943663.500000 Penalty: 5293.391113
	Iteration 7Q: 3 clusters Score -7943664 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -7945167.000000 Penalty: 5293.391113
	Iteration 8F: 3 clusters Score -7945167 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -7947225.000000 Penalty: 5293.391113
	Iteration 9F: 3 clusters Score -7947225 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -7949419.500000 Penalty: 5293.391113
	Iteration 10F: 3 clusters Score -7949420 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -7951112.500000 Penalty: 5293.391113
	Iteration 11F: 3 clusters Score -7951112 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -7952191.500000 Penalty: 5293.391113
	Iteration 12Q: 3 clusters Score -7952192 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -7952843.000000 Penalty: 5293.391113
	Iteration 13Q: 3 clusters Score -7952843 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -7953318.000000 Penalty: 5293.391113
	Iteration 14Q: 3 clusters Score -7953318 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -7953755.000000 Penalty: 5293.391113
	Iteration 15Q: 3 clusters Score -7953755 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -7954098.500000 Penalty: 5293.391113
	Iteration 16Q: 3 clusters Score -7954098 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -7954403.000000 Penalty: 5293.391113
	Iteration 17Q: 3 clusters Score -7954403 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -7954653.500000 Penalty: 5293.391113
	Iteration 18Q: 3 clusters Score -7954654 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -7954866.000000 Penalty: 5293.391113
	Iteration 19Q: 3 clusters Score -7954866 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -7955028.000000 Penalty: 5293.391113
	Iteration 20F: 3 clusters Score -7955028 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -7955188.500000 Penalty: 5293.391113
	Iteration 21Q: 3 clusters Score -7955188 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -7955291.500000 Penalty: 5293.391113
	Iteration 22Q: 3 clusters Score -7955292 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -7955367.500000 Penalty: 5293.391113
	Iteration 23Q: 3 clusters Score -7955368 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -7955422.000000 Penalty: 5293.391113
	Iteration 24Q: 3 clusters Score -7955422 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35473 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -7955445.000000 Penalty: 5293.391113
	Iteration 25Q: 3 clusters Score -7955445 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35591 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -7955482.500000 Penalty: 5293.391113
	Iteration 26Q: 3 clusters Score -7955482 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -7955498.000000 Penalty: 5293.391113
	Iteration 27Q: 3 clusters Score -7955498 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35819 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -7955500.000000 Penalty: 5293.391113
	Iteration 28Q: 3 clusters Score -7955500 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -7955525.500000 Penalty: 5293.391113
	Iteration 29Q: 3 clusters Score -7955526 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -7955579.000000 Penalty: 5293.391113
	Iteration 30Q: 3 clusters Score -7955579 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -7955603.500000 Penalty: 5293.391113
	Iteration 31Q: 3 clusters Score -7955604 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -7955593.000000 Penalty: 5293.391113
	Iteration 32Q: 3 clusters Score -7955593 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36336 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -7955594.500000 Penalty: 5293.391113
	Iteration 33Q: 3 clusters Score -7955594 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -7955614.500000 Penalty: 5293.391113
	Iteration 34Q: 3 clusters Score -7955614 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -7955623.000000 Penalty: 5293.391113
	Iteration 35Q: 3 clusters Score -7955623 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -7955635.500000 Penalty: 5293.391113
	Iteration 36Q: 3 clusters Score -7955636 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -7955626.000000 Penalty: 5293.391113
	Iteration 37Q: 3 clusters Score -7955626 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -7955623.500000 Penalty: 5293.391113
	Iteration 38Q: 3 clusters Score -7955624 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -7955638.000000 Penalty: 5293.391113
	Iteration 39Q: 3 clusters Score -7955638 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -7955615.500000 Penalty: 5293.391113
	Iteration 40F: 3 clusters Score -7955616 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -7955623.000000 Penalty: 5293.391113
	Iteration 41Q: 3 clusters Score -7955623 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37029 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -7955660.500000 Penalty: 5293.391113
	Iteration 42Q: 3 clusters Score -7955660 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -7955649.000000 Penalty: 5293.391113
	Iteration 43Q: 3 clusters Score -7955649 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -7955643.500000 Penalty: 5293.391113
	Iteration 44Q: 3 clusters Score -7955644 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -7955656.000000 Penalty: 5293.391113
	Iteration 45Q: 3 clusters Score -7955656 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37296 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -7955664.500000 Penalty: 5293.391113
	Iteration 46Q: 3 clusters Score -7955664 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -7955665.500000 Penalty: 5293.391113
	Iteration 47Q: 3 clusters Score -7955666 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37415 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -7955679.000000 Penalty: 5293.391113
	Iteration 48Q: 3 clusters Score -7955679 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37478 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -7955696.500000 Penalty: 5293.391113
	Iteration 49Q: 3 clusters Score -7955696 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -7955713.000000 Penalty: 5293.391113
	Iteration 50Q: 3 clusters Score -7955713 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7955703 nChanged 61
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Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7955696 nChanged 67
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Mstep: Class 1 contains 37794 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7955690 nChanged 60
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Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7955701 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7955724 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7955738 nChanged 59
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Mstep: Class 1 contains 38026 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7955724 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7955713 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7955699 nChanged 48
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Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38256 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7955724 nChanged 48
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Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7955737 nChanged 40
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Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7955733 nChanged 30
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Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7955720 nChanged 34
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Mstep: Class 1 contains 38406 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7955714 nChanged 35
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Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7955714 nChanged 45
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Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7955713 nChanged 34
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Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7955696 nChanged 33
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Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7955716 nChanged 38
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Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7955719 nChanged 43
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Mstep: Class 1 contains 38657 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7955711 nChanged 41
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Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38741 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7955739 nChanged 38
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Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38816 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 38844 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7955732 nChanged 21
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Mstep: Class 1 contains 38892 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38980 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 39021 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7955734 nChanged 37
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Mstep: Class 1 contains 39058 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 39105 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7955740 nChanged 38
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Mstep: Class 1 contains 39143 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39173 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 39207 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 39248 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 39287 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 39323 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7955720 nChanged 37
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Mstep: Class 1 contains 39360 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 39410 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 39458 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 39506 members 
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Mstep: Class 1 contains 39537 members 
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	Iteration 98Q: 3 clusters Score -7955740 nChanged 34
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Mstep: Class 1 contains 39569 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7955746 nChanged 37
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Mstep: Class 1 contains 39604 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7955742 nChanged 41
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Mstep: Class 1 contains 39645 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7955744 nChanged 43
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Mstep: Class 1 contains 39688 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7955743 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39733 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7955748 nChanged 61
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Mstep: Class 1 contains 39794 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7955740 nChanged 57
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Mstep: Class 1 contains 39851 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7955734 nChanged 63
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Mstep: Class 1 contains 39914 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7955728 nChanged 58
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Mstep: Class 1 contains 39970 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7955730 nChanged 74
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Mstep: Class 1 contains 40042 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7955740 nChanged 58
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Mstep: Class 1 contains 40098 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 40145 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7955738 nChanged 60
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Mstep: Class 1 contains 40205 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7955732 nChanged 50
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Mstep: Class 1 contains 40253 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7955746 nChanged 38
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Mstep: Class 1 contains 40291 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 40322 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7955766 nChanged 34
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Mstep: Class 1 contains 40356 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7955764 nChanged 39
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Mstep: Class 1 contains 40389 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7955766 nChanged 30
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Mstep: Class 1 contains 40419 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7955764 nChanged 29
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Mstep: Class 1 contains 40448 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7955767 nChanged 24
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Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7955768 nChanged 28
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Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -7955765 nChanged 30
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Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7955777 nChanged 31
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Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7955776 nChanged 37
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Mstep: Class 1 contains 40596 members 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7955790 nChanged 36
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Mstep: Class 1 contains 40628 members 
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7955786 nChanged 25
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7955807 nChanged 24
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7955818 nChanged 28
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Mstep: Class 1 contains 40726 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7955814 nChanged 33
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Mstep: Class 1 contains 40759 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7955818 nChanged 35
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Mstep: Class 1 contains 40794 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7955810 nChanged 29
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Mstep: Class 1 contains 40823 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -7955812 nChanged 35
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Mstep: Class 1 contains 40858 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -7955816 nChanged 31
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -7955832 nChanged 38
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	Iteration 134Q: 3 clusters Score -7955838 nChanged 33
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	Iteration 135Q: 3 clusters Score -7955837 nChanged 30
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -7955854 nChanged 27
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -7955860 nChanged 25
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -7955859 nChanged 16
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41122 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -7955856.000000 Penalty: 5293.391113
	Iteration 142Q: 3 clusters Score -7955856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41144 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -7955860.500000 Penalty: 5293.391113
	Iteration 143Q: 3 clusters Score -7955860 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41167 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -7955865.500000 Penalty: 5293.391113
	Iteration 144Q: 3 clusters Score -7955866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -7955865.000000 Penalty: 5293.391113
	Iteration 145Q: 3 clusters Score -7955865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -7955866.000000 Penalty: 5293.391113
	Iteration 146Q: 3 clusters Score -7955866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -7955862.000000 Penalty: 5293.391113
	Iteration 147Q: 3 clusters Score -7955862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -7955853.500000 Penalty: 5293.391113
	Iteration 148Q: 3 clusters Score -7955854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -7955876.500000 Penalty: 5293.391113
	Iteration 149Q: 3 clusters Score -7955876 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -7955877.500000 Penalty: 5293.391113
	Iteration 150Q: 3 clusters Score -7955878 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -7955867.500000 Penalty: 5293.391113
	Iteration 151Q: 3 clusters Score -7955868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -7955864.500000 Penalty: 5293.391113
	Iteration 152Q: 3 clusters Score -7955864 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41341 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -7955874.000000 Penalty: 5293.391113
	Iteration 153Q: 3 clusters Score -7955874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -7955895.500000 Penalty: 5293.391113
	Iteration 154Q: 3 clusters Score -7955896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -7955895.000000 Penalty: 5293.391113
	Iteration 155Q: 3 clusters Score -7955895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41402 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -7955900.000000 Penalty: 5293.391113
	Iteration 156Q: 3 clusters Score -7955900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41407 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -7955905.500000 Penalty: 5293.391113
	Iteration 157Q: 3 clusters Score -7955906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -7955908.000000 Penalty: 5293.391113
	Iteration 158Q: 3 clusters Score -7955908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -7955908.500000 Penalty: 5293.391113
	Iteration 159Q: 3 clusters Score -7955908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -7955906.000000 Penalty: 5293.391113
	Iteration 160F: 3 clusters Score -7955906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -7955900.500000 Penalty: 5293.391113
	Iteration 161Q: 3 clusters Score -7955900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -7955909.500000 Penalty: 5293.391113
	Iteration 162Q: 3 clusters Score -7955910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -7955913.500000 Penalty: 5293.391113
	Iteration 163Q: 3 clusters Score -7955914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -7955908.500000 Penalty: 5293.391113
	Iteration 164Q: 3 clusters Score -7955908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -7955908.500000 Penalty: 5293.391113
	Iteration 165Q: 3 clusters Score -7955908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -7955904.500000 Penalty: 5293.391113
	Iteration 166Q: 3 clusters Score -7955904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41444 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -7955913.000000 Penalty: 5293.391113
	Iteration 167Q: 3 clusters Score -7955913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41448 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -7955911.500000 Penalty: 5293.391113
	Iteration 168Q: 3 clusters Score -7955912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41452 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -7955922.500000 Penalty: 5293.391113
	Iteration 169Q: 3 clusters Score -7955922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -7955915.000000 Penalty: 5293.391113
	Iteration 170Q: 3 clusters Score -7955915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -7955921.500000 Penalty: 5293.391113
	Iteration 171Q: 3 clusters Score -7955922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -7955911.000000 Penalty: 5293.391113
	Iteration 172Q: 3 clusters Score -7955911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -7955912.500000 Penalty: 5293.391113
	Iteration 173Q: 3 clusters Score -7955912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41462 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -7955915.500000 Penalty: 5293.391113
	Iteration 174Q: 3 clusters Score -7955916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -7955917.500000 Penalty: 5293.391113
	Iteration 175Q: 3 clusters Score -7955918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -7955916.000000 Penalty: 5293.391113
	Iteration 176Q: 3 clusters Score -7955916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -7955916.000000 Penalty: 5293.391113
	Iteration 177F: 3 clusters Score -7955916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45030 members 
Entering Unmasked Estep 
Score: -8305900.500000 Penalty: 2657.340820
	Iteration 0F: 2 clusters Score -8305900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -8276384.500000 Penalty: 5314.681641
	Iteration 0F: 3 clusters Score -8276384 nChanged 20858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -8287976.500000 Penalty: 5314.681641
	Iteration 1F: 3 clusters Score -8287976 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -8288535.500000 Penalty: 5314.681641
	Iteration 2Q: 3 clusters Score -8288536 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -8289245.000000 Penalty: 5314.681641
	Iteration 3Q: 3 clusters Score -8289245 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27635 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -8290131.000000 Penalty: 5314.681641
	Iteration 4Q: 3 clusters Score -8290131 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -8291579.000000 Penalty: 5314.681641
	Iteration 5F: 3 clusters Score -8291579 nChanged 3020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32843 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -8293635.500000 Penalty: 5314.681641
	Iteration 6F: 3 clusters Score -8293636 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -8296476.500000 Penalty: 5314.681641
	Iteration 7F: 3 clusters Score -8296476 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -8299333.500000 Penalty: 5314.681641
	Iteration 8F: 3 clusters Score -8299334 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -8301542.000000 Penalty: 5314.681641
	Iteration 9F: 3 clusters Score -8301542 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -8302669.000000 Penalty: 5314.681641
	Iteration 10Q: 3 clusters Score -8302669 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44195 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -8303199.500000 Penalty: 5314.681641
	Iteration 11Q: 3 clusters Score -8303200 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -8303360.000000 Penalty: 5314.681641
	Iteration 12Q: 3 clusters Score -8303360 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44582 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -8303466.500000 Penalty: 5314.681641
	Iteration 13Q: 3 clusters Score -8303466 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44638 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8303506.500000 Penalty: 5314.681641
	Iteration 14Q: 3 clusters Score -8303506 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44670 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8303545.000000 Penalty: 5314.681641
	Iteration 15Q: 3 clusters Score -8303545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44684 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -8303571.500000 Penalty: 5314.681641
	Iteration 16Q: 3 clusters Score -8303572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44693 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -8303579.000000 Penalty: 5314.681641
	Iteration 17Q: 3 clusters Score -8303579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -8303577.000000 Penalty: 5314.681641
	Iteration 18Q: 3 clusters Score -8303577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -8303581.500000 Penalty: 5314.681641
	Iteration 19Q: 3 clusters Score -8303582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44708 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8303594.000000 Penalty: 5314.681641
	Iteration 20F: 3 clusters Score -8303594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44708 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8303589.000000 Penalty: 5314.681641
	Iteration 21Q: 3 clusters Score -8303589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8303594.500000 Penalty: 5314.681641
	Iteration 22Q: 3 clusters Score -8303594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8303599.500000 Penalty: 5314.681641
	Iteration 23Q: 3 clusters Score -8303600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44712 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -8303596.000000 Penalty: 5314.681641
	Iteration 24Q: 3 clusters Score -8303596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -8303602.000000 Penalty: 5314.681641
	Iteration 25Q: 3 clusters Score -8303602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -8303602.000000 Penalty: 5314.681641
	Iteration 26F: 3 clusters Score -8303602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -83323.531250 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -83323.53 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 284 members 
Entering Unmasked Estep 
Score: -81823.648438 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -81823.65 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -82248.781250 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -82248.78 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -82425.382812 Penalty: 3153.489746
	Iteration 2F: 3 clusters Score -82425.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -82499.585938 Penalty: 3153.489746
	Iteration 3Q: 3 clusters Score -82499.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -82581.843750 Penalty: 3153.489746
	Iteration 4Q: 3 clusters Score -82581.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -82644.476562 Penalty: 3153.489746
	Iteration 5Q: 3 clusters Score -82644.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -82666.617188 Penalty: 3153.489746
	Iteration 6Q: 3 clusters Score -82666.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -82681.453125 Penalty: 3153.489746
	Iteration 7Q: 3 clusters Score -82681.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -82692.015625 Penalty: 3153.489746
	Iteration 8Q: 3 clusters Score -82692.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -82707.296875 Penalty: 3153.489746
	Iteration 9Q: 3 clusters Score -82707.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -82743.992188 Penalty: 3153.489746
	Iteration 10Q: 3 clusters Score -82743.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -82779.140625 Penalty: 3153.489746
	Iteration 11Q: 3 clusters Score -82779.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -82820.531250 Penalty: 3153.489746
	Iteration 12Q: 3 clusters Score -82820.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -82855.070312 Penalty: 3153.489746
	Iteration 13Q: 3 clusters Score -82855.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -82881.085938 Penalty: 3153.489746
	Iteration 14Q: 3 clusters Score -82881.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -82902.875000 Penalty: 3153.489746
	Iteration 15Q: 3 clusters Score -82902.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -82937.335938 Penalty: 3153.489746
	Iteration 16Q: 3 clusters Score -82937.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -82952.835938 Penalty: 3153.489746
	Iteration 17Q: 3 clusters Score -82952.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -82976.765625 Penalty: 3153.489746
	Iteration 18Q: 3 clusters Score -82976.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -82998.343750 Penalty: 3153.489746
	Iteration 19Q: 3 clusters Score -82998.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -83049.023438 Penalty: 3153.489746
	Iteration 20F: 3 clusters Score -83049.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -83127.820312 Penalty: 3153.489746
	Iteration 21Q: 3 clusters Score -83127.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -83222.695312 Penalty: 3153.489746
	Iteration 22Q: 3 clusters Score -83222.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -83317.281250 Penalty: 3153.489746
	Iteration 23Q: 3 clusters Score -83317.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -83378.476562 Penalty: 3153.489746
	Iteration 24Q: 3 clusters Score -83378.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -83390.789062 Penalty: 3153.489746
	Iteration 25Q: 3 clusters Score -83390.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -83395.656250 Penalty: 3153.489746
	Iteration 26Q: 3 clusters Score -83395.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -83399.882812 Penalty: 3153.489746
	Iteration 27Q: 3 clusters Score -83399.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -83409.304688 Penalty: 3153.489746
	Iteration 28F: 3 clusters Score -83409.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -83436.664062 Penalty: 3153.489746
	Iteration 29Q: 3 clusters Score -83436.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -83449.945312 Penalty: 3153.489746
	Iteration 30Q: 3 clusters Score -83449.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -83456.804688 Penalty: 3153.489746
	Iteration 31Q: 3 clusters Score -83456.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -83458.875000 Penalty: 3153.489746
	Iteration 32Q: 3 clusters Score -83458.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -83480.335938 Penalty: 3153.489746
	Iteration 33Q: 3 clusters Score -83480.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -83518.046875 Penalty: 3153.489746
	Iteration 34Q: 3 clusters Score -83518.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -83568.765625 Penalty: 3153.489746
	Iteration 35Q: 3 clusters Score -83568.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -83587.695312 Penalty: 3153.489746
	Iteration 36Q: 3 clusters Score -83587.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -83603.875000 Penalty: 3153.489746
	Iteration 37Q: 3 clusters Score -83603.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -83615.609375 Penalty: 3153.489746
	Iteration 38Q: 3 clusters Score -83615.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -83638.890625 Penalty: 3153.489746
	Iteration 39Q: 3 clusters Score -83638.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -83655.679688 Penalty: 3153.489746
	Iteration 40F: 3 clusters Score -83655.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -83671.750000 Penalty: 3153.489746
	Iteration 41Q: 3 clusters Score -83671.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -83692.000000 Penalty: 3153.489746
	Iteration 42Q: 3 clusters Score -83692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -83708.070312 Penalty: 3153.489746
	Iteration 43Q: 3 clusters Score -83708.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -83713.703125 Penalty: 3153.489746
	Iteration 44Q: 3 clusters Score -83713.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -83713.703125 Penalty: 3153.489746
	Iteration 45F: 3 clusters Score -83713.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 34676 members 
Mstep: Class 3 contains 49186 members 
Mstep: Class 4 contains 44902 members 
Mstep: Class 5 contains 43138 members 
Mstep: Class 6 contains 45030 members 
Mstep: Class 7 contains 301 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45350 members 
Mstep: Class 11 contains 45002 members 
Mstep: Class 12 contains 47202 members 
Mstep: Class 13 contains 47115 members 
Mstep: Class 14 contains 36738 members 
Mstep: Class 15 contains 26477 members 
Mstep: Class 16 contains 43050 members 
Mstep: Class 17 contains 46037 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30719 members 
Mstep: Class 22 contains 7953 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17336 members 
Mstep: Class 25 contains 276 members 
Entering Unmasked Estep 
Score: -111239168.000000 Penalty: 82671.179688
Splitting cluster 7 changes total score from -111240424.000000 to -111239168.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -23539.289062 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -23539.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -22334.207031 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -22334.21 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -22501.484375 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -22501.48 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -22531.234375 Penalty: 2838.898193
	Iteration 2F: 3 clusters Score -22531.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -22540.589844 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -22540.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -22540.589844 Penalty: 2838.898193
	Iteration 4F: 3 clusters Score -22540.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Entering Unmasked Estep 
Score: -195986.859375 Penalty: 1769.453003
	Iteration 0F: 2 clusters Score -195986.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -193897.500000 Penalty: 3538.906006
	Iteration 0F: 3 clusters Score -193897.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -194370.765625 Penalty: 3538.906006
	Iteration 1F: 3 clusters Score -194370.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -194630.375000 Penalty: 3538.906006
	Iteration 2F: 3 clusters Score -194630.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -194837.078125 Penalty: 3538.906006
	Iteration 3F: 3 clusters Score -194837.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -194989.156250 Penalty: 3538.906006
	Iteration 4F: 3 clusters Score -194989.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -195150.718750 Penalty: 3538.906006
	Iteration 5F: 3 clusters Score -195150.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -195266.484375 Penalty: 3538.906006
	Iteration 6Q: 3 clusters Score -195266.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -195339.000000 Penalty: 3538.906006
	Iteration 7Q: 3 clusters Score -195339 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -195371.265625 Penalty: 3538.906006
	Iteration 8Q: 3 clusters Score -195371.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -195390.515625 Penalty: 3538.906006
	Iteration 9Q: 3 clusters Score -195390.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -195401.953125 Penalty: 3538.906006
	Iteration 10Q: 3 clusters Score -195402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -195410.875000 Penalty: 3538.906006
	Iteration 11Q: 3 clusters Score -195410.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -195412.437500 Penalty: 3538.906006
	Iteration 12Q: 3 clusters Score -195412.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -195414.140625 Penalty: 3538.906006
	Iteration 13Q: 3 clusters Score -195414.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -195418.078125 Penalty: 3538.906006
	Iteration 14Q: 3 clusters Score -195418.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -195420.734375 Penalty: 3538.906006
	Iteration 15Q: 3 clusters Score -195420.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -195420.734375 Penalty: 3538.906006
	Iteration 16F: 3 clusters Score -195420.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Entering Unmasked Estep 
Score: -8341228.000000 Penalty: 2659.096924
	Iteration 0F: 2 clusters Score -8341228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -8311724.500000 Penalty: 5318.193848
	Iteration 0F: 3 clusters Score -8311724 nChanged 20946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -8323248.000000 Penalty: 5318.193848
	Iteration 1F: 3 clusters Score -8323248 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -8323870.500000 Penalty: 5318.193848
	Iteration 2Q: 3 clusters Score -8323870 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 26468 members 
Entering Unmasked Estep 
Score: -8324575.500000 Penalty: 5318.193848
	Iteration 3Q: 3 clusters Score -8324576 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -8325526.000000 Penalty: 5318.193848
	Iteration 4Q: 3 clusters Score -8325526 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 30731 members 
Entering Unmasked Estep 
Score: -8327052.500000 Penalty: 5318.193848
	Iteration 5F: 3 clusters Score -8327052 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -8329270.000000 Penalty: 5318.193848
	Iteration 6F: 3 clusters Score -8329270 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 37218 members 
Entering Unmasked Estep 
Score: -8332183.000000 Penalty: 5318.193848
	Iteration 7F: 3 clusters Score -8332183 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -8335230.000000 Penalty: 5318.193848
	Iteration 8F: 3 clusters Score -8335230 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -8337049.500000 Penalty: 5318.193848
	Iteration 9F: 3 clusters Score -8337050 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 44138 members 
Entering Unmasked Estep 
Score: -8337929.000000 Penalty: 5318.193848
	Iteration 10Q: 3 clusters Score -8337929 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 44656 members 
Entering Unmasked Estep 
Score: -8338429.000000 Penalty: 5318.193848
	Iteration 11Q: 3 clusters Score -8338429 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 44847 members 
Entering Unmasked Estep 
Score: -8338610.500000 Penalty: 5318.193848
	Iteration 12Q: 3 clusters Score -8338610 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 44932 members 
Entering Unmasked Estep 
Score: -8338722.000000 Penalty: 5318.193848
	Iteration 13Q: 3 clusters Score -8338722 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
Score: -8338786.500000 Penalty: 5318.193848
	Iteration 14Q: 3 clusters Score -8338786 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 45014 members 
Entering Unmasked Estep 
Score: -8338819.000000 Penalty: 5318.193848
	Iteration 15Q: 3 clusters Score -8338819 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 45027 members 
Entering Unmasked Estep 
Score: -8338849.500000 Penalty: 5318.193848
	Iteration 16Q: 3 clusters Score -8338850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -8338874.000000 Penalty: 5318.193848
	Iteration 17Q: 3 clusters Score -8338874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
Score: -8338893.000000 Penalty: 5318.193848
	Iteration 18Q: 3 clusters Score -8338893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 45059 members 
Entering Unmasked Estep 
Score: -8338900.500000 Penalty: 5318.193848
	Iteration 19Q: 3 clusters Score -8338900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 45063 members 
Entering Unmasked Estep 
Score: -8338914.500000 Penalty: 5318.193848
	Iteration 20F: 3 clusters Score -8338914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -8338926.000000 Penalty: 5318.193848
	Iteration 21Q: 3 clusters Score -8338926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 45075 members 
Entering Unmasked Estep 
Score: -8338929.500000 Penalty: 5318.193848
	Iteration 22Q: 3 clusters Score -8338930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 45077 members 
Entering Unmasked Estep 
Score: -8338931.000000 Penalty: 5318.193848
	Iteration 23Q: 3 clusters Score -8338931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -8338939.000000 Penalty: 5318.193848
	Iteration 24Q: 3 clusters Score -8338939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -8338940.000000 Penalty: 5318.193848
	Iteration 25Q: 3 clusters Score -8338940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 45079 members 
Entering Unmasked Estep 
Score: -8338948.000000 Penalty: 5318.193848
	Iteration 26Q: 3 clusters Score -8338948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 45079 members 
Entering Unmasked Estep 
Score: -8338948.000000 Penalty: 5318.193848
	Iteration 27F: 3 clusters Score -8338948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (45002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45002 members 
Entering Unmasked Estep 
Score: -8156851.500000 Penalty: 2657.186523
	Iteration 0F: 2 clusters Score -8156852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -8126996.500000 Penalty: 5314.373047
	Iteration 0F: 3 clusters Score -8126996 nChanged 20678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -8138339.000000 Penalty: 5314.373047
	Iteration 1F: 3 clusters Score -8138339 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -8138819.000000 Penalty: 5314.373047
	Iteration 2Q: 3 clusters Score -8138819 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -8139257.500000 Penalty: 5314.373047
	Iteration 3Q: 3 clusters Score -8139258 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -8139733.000000 Penalty: 5314.373047
	Iteration 4Q: 3 clusters Score -8139733 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -8140194.000000 Penalty: 5314.373047
	Iteration 5Q: 3 clusters Score -8140194 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -8140828.500000 Penalty: 5314.373047
	Iteration 6Q: 3 clusters Score -8140828 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -8141637.500000 Penalty: 5314.373047
	Iteration 7Q: 3 clusters Score -8141638 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -8142967.000000 Penalty: 5314.373047
	Iteration 8Q: 3 clusters Score -8142967 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -8144595.000000 Penalty: 5314.373047
	Iteration 9F: 3 clusters Score -8144595 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -8146719.000000 Penalty: 5314.373047
	Iteration 10F: 3 clusters Score -8146719 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -8148874.000000 Penalty: 5314.373047
	Iteration 11F: 3 clusters Score -8148874 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -8150325.000000 Penalty: 5314.373047
	Iteration 12F: 3 clusters Score -8150325 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -8151031.000000 Penalty: 5314.373047
	Iteration 13Q: 3 clusters Score -8151031 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 25901 members 
Entering Unmasked Estep 
Score: -8151462.000000 Penalty: 5314.373047
	Iteration 14Q: 3 clusters Score -8151462 nChanged 818
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18649 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 27244 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 27677 members 
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Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 28022 members 
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Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 28913 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 29154 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15631 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 29591 members 
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Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 29800 members 
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Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 30953 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 32419 members 
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Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 32547 members 
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Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 32676 members 
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Mstep: Class 1 contains 12190 members 
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Mstep: Class 1 contains 12063 members 
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Mstep: Class 1 contains 11929 members 
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Mstep: Class 1 contains 11803 members 
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Mstep: Class 1 contains 11696 members 
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Mstep: Class 1 contains 11600 members 
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Mstep: Class 1 contains 11501 members 
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Mstep: Class 1 contains 11392 members 
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Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 33719 members 
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Mstep: Class 1 contains 11170 members 
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	Iteration 55Q: 3 clusters Score -8154750 nChanged 113
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Mstep: Class 1 contains 11057 members 
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Mstep: Class 1 contains 10944 members 
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Mstep: Class 1 contains 10830 members 
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Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8154844 nChanged 92
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Mstep: Class 1 contains 10616 members 
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	Iteration 60F: 3 clusters Score -8154846 nChanged 90
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Mstep: Class 1 contains 10526 members 
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	Iteration 61Q: 3 clusters Score -8154844 nChanged 90
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Mstep: Class 1 contains 10436 members 
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	Iteration 62Q: 3 clusters Score -8154868 nChanged 95
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Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 34661 members 
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	Iteration 63Q: 3 clusters Score -8154884 nChanged 92
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Mstep: Class 1 contains 10249 members 
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	Iteration 64Q: 3 clusters Score -8154906 nChanged 85
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Mstep: Class 1 contains 10164 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8154918 nChanged 85
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Mstep: Class 1 contains 10079 members 
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	Iteration 66Q: 3 clusters Score -8154932 nChanged 72
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Mstep: Class 1 contains 10007 members 
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	Iteration 67Q: 3 clusters Score -8154940 nChanged 56
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Mstep: Class 1 contains 9951 members 
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	Iteration 68Q: 3 clusters Score -8154964 nChanged 48
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Mstep: Class 1 contains 9903 members 
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Mstep: Class 1 contains 9854 members 
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Mstep: Class 1 contains 9803 members 
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Mstep: Class 1 contains 9761 members 
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Mstep: Class 1 contains 9719 members 
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Mstep: Class 1 contains 9669 members 
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	Iteration 74Q: 3 clusters Score -8155006 nChanged 55
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Mstep: Class 1 contains 9614 members 
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Mstep: Class 1 contains 9559 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9493 members 
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Mstep: Class 1 contains 9441 members 
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	Iteration 78Q: 3 clusters Score -8155050 nChanged 46
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Mstep: Class 1 contains 9395 members 
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	Iteration 79Q: 3 clusters Score -8155054 nChanged 47
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Mstep: Class 1 contains 9348 members 
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Mstep: Class 1 contains 9303 members 
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	Iteration 81Q: 3 clusters Score -8155072 nChanged 46
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Mstep: Class 1 contains 9257 members 
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	Iteration 82Q: 3 clusters Score -8155068 nChanged 41
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	Iteration 83Q: 3 clusters Score -8155090 nChanged 42
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Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 35828 members 
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	Iteration 84Q: 3 clusters Score -8155108 nChanged 40
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	Iteration 85Q: 3 clusters Score -8155112 nChanged 32
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	Iteration 86Q: 3 clusters Score -8155135 nChanged 34
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	Iteration 87Q: 3 clusters Score -8155162 nChanged 31
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Mstep: Class 1 contains 9037 members 
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Mstep: Class 1 contains 8979 members 
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	Iteration 97Q: 3 clusters Score -8155214 nChanged 33
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	Iteration 99Q: 3 clusters Score -8155234 nChanged 46
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	Iteration 101Q: 3 clusters Score -8155246 nChanged 40
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	Iteration 102Q: 3 clusters Score -8155257 nChanged 36
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	Iteration 103Q: 3 clusters Score -8155270 nChanged 35
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	Iteration 104Q: 3 clusters Score -8155267 nChanged 30
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	Iteration 105Q: 3 clusters Score -8155270 nChanged 28
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Entering Unmasked Estep 
Score: -8155276.500000 Penalty: 5314.373047
	Iteration 106Q: 3 clusters Score -8155276 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 36618 members 
Entering Unmasked Estep 
Score: -8155272.500000 Penalty: 5314.373047
	Iteration 107Q: 3 clusters Score -8155272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
Score: -8155280.000000 Penalty: 5314.373047
	Iteration 108Q: 3 clusters Score -8155280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 36669 members 
Entering Unmasked Estep 
Score: -8155285.000000 Penalty: 5314.373047
	Iteration 109Q: 3 clusters Score -8155285 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -8155289.500000 Penalty: 5314.373047
	Iteration 110Q: 3 clusters Score -8155290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -8155300.500000 Penalty: 5314.373047
	Iteration 111Q: 3 clusters Score -8155300 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -8155299.000000 Penalty: 5314.373047
	Iteration 112Q: 3 clusters Score -8155299 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -8155305.500000 Penalty: 5314.373047
	Iteration 113Q: 3 clusters Score -8155306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -8155314.500000 Penalty: 5314.373047
	Iteration 114Q: 3 clusters Score -8155314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -8155320.000000 Penalty: 5314.373047
	Iteration 115Q: 3 clusters Score -8155320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -8155321.000000 Penalty: 5314.373047
	Iteration 116Q: 3 clusters Score -8155321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -8155318.000000 Penalty: 5314.373047
	Iteration 117Q: 3 clusters Score -8155318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -8155313.500000 Penalty: 5314.373047
	Iteration 118Q: 3 clusters Score -8155314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -8155314.500000 Penalty: 5314.373047
	Iteration 119Q: 3 clusters Score -8155314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -8155310.500000 Penalty: 5314.373047
	Iteration 120F: 3 clusters Score -8155310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 36900 members 
Entering Unmasked Estep 
Score: -8155319.000000 Penalty: 5314.373047
	Iteration 121Q: 3 clusters Score -8155319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -8155317.000000 Penalty: 5314.373047
	Iteration 122Q: 3 clusters Score -8155317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -8155308.000000 Penalty: 5314.373047
	Iteration 123Q: 3 clusters Score -8155308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -8155309.500000 Penalty: 5314.373047
	Iteration 124Q: 3 clusters Score -8155310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -8155315.500000 Penalty: 5314.373047
	Iteration 125Q: 3 clusters Score -8155316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -8155315.500000 Penalty: 5314.373047
	Iteration 126F: 3 clusters Score -8155316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47202 members 
Entering Unmasked Estep 
Score: -8698384.000000 Penalty: 2669.023438
	Iteration 0F: 2 clusters Score -8698384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -8668077.000000 Penalty: 5338.046875
	Iteration 0F: 3 clusters Score -8668077 nChanged 21805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -8680069.000000 Penalty: 5338.046875
	Iteration 1F: 3 clusters Score -8680069 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23512 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -8680575.000000 Penalty: 5338.046875
	Iteration 2Q: 3 clusters Score -8680575 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -8681075.000000 Penalty: 5338.046875
	Iteration 3Q: 3 clusters Score -8681075 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -8681616.000000 Penalty: 5338.046875
	Iteration 4Q: 3 clusters Score -8681616 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -8682174.000000 Penalty: 5338.046875
	Iteration 5Q: 3 clusters Score -8682174 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -8682867.000000 Penalty: 5338.046875
	Iteration 6Q: 3 clusters Score -8682867 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -8683693.000000 Penalty: 5338.046875
	Iteration 7Q: 3 clusters Score -8683693 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -8684781.000000 Penalty: 5338.046875
	Iteration 8Q: 3 clusters Score -8684781 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -8686112.000000 Penalty: 5338.046875
	Iteration 9Q: 3 clusters Score -8686112 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 23264 members 
Entering Unmasked Estep 
Score: -8687477.000000 Penalty: 5338.046875
	Iteration 10Q: 3 clusters Score -8687477 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -8688646.000000 Penalty: 5338.046875
	Iteration 11Q: 3 clusters Score -8688646 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -8689306.000000 Penalty: 5338.046875
	Iteration 12Q: 3 clusters Score -8689306 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -8689571.000000 Penalty: 5338.046875
	Iteration 13Q: 3 clusters Score -8689571 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -8689697.000000 Penalty: 5338.046875
	Iteration 14Q: 3 clusters Score -8689697 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -8689773.000000 Penalty: 5338.046875
	Iteration 15Q: 3 clusters Score -8689773 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -8689831.000000 Penalty: 5338.046875
	Iteration 16Q: 3 clusters Score -8689831 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -8689894.000000 Penalty: 5338.046875
	Iteration 17Q: 3 clusters Score -8689894 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -8689919.000000 Penalty: 5338.046875
	Iteration 18Q: 3 clusters Score -8689919 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -8689970.000000 Penalty: 5338.046875
	Iteration 19Q: 3 clusters Score -8689970 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -8690008.000000 Penalty: 5338.046875
	Iteration 20F: 3 clusters Score -8690008 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -8690031.000000 Penalty: 5338.046875
	Iteration 21Q: 3 clusters Score -8690031 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23280 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -8690088.000000 Penalty: 5338.046875
	Iteration 22Q: 3 clusters Score -8690088 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -8690162.000000 Penalty: 5338.046875
	Iteration 23Q: 3 clusters Score -8690162 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -8690250.000000 Penalty: 5338.046875
	Iteration 24Q: 3 clusters Score -8690250 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -8690351.000000 Penalty: 5338.046875
	Iteration 25Q: 3 clusters Score -8690351 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -8690460.000000 Penalty: 5338.046875
	Iteration 26Q: 3 clusters Score -8690460 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -8690704.000000 Penalty: 5338.046875
	Iteration 27Q: 3 clusters Score -8690704 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -8690889.000000 Penalty: 5338.046875
	Iteration 28Q: 3 clusters Score -8690889 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -8691179.000000 Penalty: 5338.046875
	Iteration 29Q: 3 clusters Score -8691179 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 25703 members 
Entering Unmasked Estep 
Score: -8691512.000000 Penalty: 5338.046875
	Iteration 30Q: 3 clusters Score -8691512 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -8692059.000000 Penalty: 5338.046875
	Iteration 31Q: 3 clusters Score -8692059 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 26455 members 
Entering Unmasked Estep 
Score: -8692737.000000 Penalty: 5338.046875
	Iteration 32Q: 3 clusters Score -8692737 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -8693511.000000 Penalty: 5338.046875
	Iteration 33Q: 3 clusters Score -8693511 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -8694287.000000 Penalty: 5338.046875
	Iteration 34Q: 3 clusters Score -8694287 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -8694983.000000 Penalty: 5338.046875
	Iteration 35Q: 3 clusters Score -8694983 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 27566 members 
Entering Unmasked Estep 
Score: -8695513.000000 Penalty: 5338.046875
	Iteration 36Q: 3 clusters Score -8695513 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -8695838.000000 Penalty: 5338.046875
	Iteration 37Q: 3 clusters Score -8695838 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -8696042.000000 Penalty: 5338.046875
	Iteration 38Q: 3 clusters Score -8696042 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
Score: -8696204.000000 Penalty: 5338.046875
	Iteration 39Q: 3 clusters Score -8696204 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 28901 members 
Entering Unmasked Estep 
Score: -8696238.000000 Penalty: 5338.046875
	Iteration 40F: 3 clusters Score -8696238 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -8696343.000000 Penalty: 5338.046875
	Iteration 41Q: 3 clusters Score -8696343 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -8696419.000000 Penalty: 5338.046875
	Iteration 42Q: 3 clusters Score -8696419 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -8696440.000000 Penalty: 5338.046875
	Iteration 43Q: 3 clusters Score -8696440 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -8696439.000000 Penalty: 5338.046875
	Iteration 44Q: 3 clusters Score -8696439 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -8696486.000000 Penalty: 5338.046875
	Iteration 45Q: 3 clusters Score -8696486 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -8696486.000000 Penalty: 5338.046875
	Iteration 46Q: 3 clusters Score -8696486 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 31739 members 
Entering Unmasked Estep 
Score: -8696497.000000 Penalty: 5338.046875
	Iteration 47Q: 3 clusters Score -8696497 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -8696492.000000 Penalty: 5338.046875
	Iteration 48Q: 3 clusters Score -8696492 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -8696511.000000 Penalty: 5338.046875
	Iteration 49Q: 3 clusters Score -8696511 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -8696523.000000 Penalty: 5338.046875
	Iteration 50Q: 3 clusters Score -8696523 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 32130 members 
Entering Unmasked Estep 
Score: -8696522.000000 Penalty: 5338.046875
	Iteration 51Q: 3 clusters Score -8696522 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -8696520.000000 Penalty: 5338.046875
	Iteration 52Q: 3 clusters Score -8696520 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -8696528.000000 Penalty: 5338.046875
	Iteration 53Q: 3 clusters Score -8696528 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -8696540.000000 Penalty: 5338.046875
	Iteration 54Q: 3 clusters Score -8696540 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -8696516.000000 Penalty: 5338.046875
	Iteration 55Q: 3 clusters Score -8696516 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -8696555.000000 Penalty: 5338.046875
	Iteration 56Q: 3 clusters Score -8696555 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -8696571.000000 Penalty: 5338.046875
	Iteration 57Q: 3 clusters Score -8696571 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
Score: -8696576.000000 Penalty: 5338.046875
	Iteration 58Q: 3 clusters Score -8696576 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -8696588.000000 Penalty: 5338.046875
	Iteration 59Q: 3 clusters Score -8696588 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -8696624.000000 Penalty: 5338.046875
	Iteration 60F: 3 clusters Score -8696624 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 34317 members 
Entering Unmasked Estep 
Score: -8696640.000000 Penalty: 5338.046875
	Iteration 61Q: 3 clusters Score -8696640 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 34608 members 
Entering Unmasked Estep 
Score: -8696664.000000 Penalty: 5338.046875
	Iteration 62Q: 3 clusters Score -8696664 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -8696679.000000 Penalty: 5338.046875
	Iteration 63Q: 3 clusters Score -8696679 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -8696747.000000 Penalty: 5338.046875
	Iteration 64Q: 3 clusters Score -8696747 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -8696749.000000 Penalty: 5338.046875
	Iteration 65Q: 3 clusters Score -8696749 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 35800 members 
Entering Unmasked Estep 
Score: -8696806.000000 Penalty: 5338.046875
	Iteration 66Q: 3 clusters Score -8696806 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 36035 members 
Entering Unmasked Estep 
Score: -8696840.000000 Penalty: 5338.046875
	Iteration 67Q: 3 clusters Score -8696840 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -8696848.000000 Penalty: 5338.046875
	Iteration 68Q: 3 clusters Score -8696848 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 36370 members 
Entering Unmasked Estep 
Score: -8696821.000000 Penalty: 5338.046875
	Iteration 69Q: 3 clusters Score -8696821 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -8696826.000000 Penalty: 5338.046875
	Iteration 70Q: 3 clusters Score -8696826 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -8696854.000000 Penalty: 5338.046875
	Iteration 71Q: 3 clusters Score -8696854 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 36769 members 
Entering Unmasked Estep 
Score: -8696890.000000 Penalty: 5338.046875
	Iteration 72Q: 3 clusters Score -8696890 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 36899 members 
Entering Unmasked Estep 
Score: -8696881.000000 Penalty: 5338.046875
	Iteration 73Q: 3 clusters Score -8696881 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 37056 members 
Entering Unmasked Estep 
Score: -8696890.000000 Penalty: 5338.046875
	Iteration 74Q: 3 clusters Score -8696890 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
Score: -8696882.000000 Penalty: 5338.046875
	Iteration 75Q: 3 clusters Score -8696882 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -8696858.000000 Penalty: 5338.046875
	Iteration 76Q: 3 clusters Score -8696858 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 37732 members 
Entering Unmasked Estep 
Score: -8696879.000000 Penalty: 5338.046875
	Iteration 77Q: 3 clusters Score -8696879 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -8696892.000000 Penalty: 5338.046875
	Iteration 78Q: 3 clusters Score -8696892 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -8696888.000000 Penalty: 5338.046875
	Iteration 79Q: 3 clusters Score -8696888 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 38025 members 
Entering Unmasked Estep 
Score: -8696885.000000 Penalty: 5338.046875
	Iteration 80F: 3 clusters Score -8696885 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 38108 members 
Entering Unmasked Estep 
Score: -8696886.000000 Penalty: 5338.046875
	Iteration 81Q: 3 clusters Score -8696886 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -8696893.000000 Penalty: 5338.046875
	Iteration 82Q: 3 clusters Score -8696893 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -8696913.000000 Penalty: 5338.046875
	Iteration 83Q: 3 clusters Score -8696913 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 38320 members 
Entering Unmasked Estep 
Score: -8696896.000000 Penalty: 5338.046875
	Iteration 84Q: 3 clusters Score -8696896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -8696908.000000 Penalty: 5338.046875
	Iteration 85Q: 3 clusters Score -8696908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
Score: -8696910.000000 Penalty: 5338.046875
	Iteration 86Q: 3 clusters Score -8696910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 38378 members 
Entering Unmasked Estep 
Score: -8696914.000000 Penalty: 5338.046875
	Iteration 87Q: 3 clusters Score -8696914 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -8696910.000000 Penalty: 5338.046875
	Iteration 88Q: 3 clusters Score -8696910 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 38415 members 
Entering Unmasked Estep 
Score: -8696907.000000 Penalty: 5338.046875
	Iteration 89Q: 3 clusters Score -8696907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 38423 members 
Entering Unmasked Estep 
Score: -8696910.000000 Penalty: 5338.046875
	Iteration 90Q: 3 clusters Score -8696910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -8696909.000000 Penalty: 5338.046875
	Iteration 91Q: 3 clusters Score -8696909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -8696913.000000 Penalty: 5338.046875
	Iteration 92Q: 3 clusters Score -8696913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 38450 members 
Entering Unmasked Estep 
Score: -8696921.000000 Penalty: 5338.046875
	Iteration 93Q: 3 clusters Score -8696921 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -8696915.000000 Penalty: 5338.046875
	Iteration 94Q: 3 clusters Score -8696915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -8696915.000000 Penalty: 5338.046875
	Iteration 95Q: 3 clusters Score -8696915 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 38488 members 
Entering Unmasked Estep 
Score: -8696921.000000 Penalty: 5338.046875
	Iteration 96Q: 3 clusters Score -8696921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -8696928.000000 Penalty: 5338.046875
	Iteration 97Q: 3 clusters Score -8696928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -8696921.000000 Penalty: 5338.046875
	Iteration 98Q: 3 clusters Score -8696921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -8696911.000000 Penalty: 5338.046875
	Iteration 99Q: 3 clusters Score -8696911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -8696911.000000 Penalty: 5338.046875
	Iteration 100F: 3 clusters Score -8696911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (47115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47115 members 
Entering Unmasked Estep 
Score: -8705213.000000 Penalty: 2668.565918
	Iteration 0F: 2 clusters Score -8705213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -8676112.000000 Penalty: 5337.131836
	Iteration 0F: 3 clusters Score -8676112 nChanged 21588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -8688227.000000 Penalty: 5337.131836
	Iteration 1F: 3 clusters Score -8688227 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -8688955.000000 Penalty: 5337.131836
	Iteration 2Q: 3 clusters Score -8688955 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -8689634.000000 Penalty: 5337.131836
	Iteration 3Q: 3 clusters Score -8689634 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 21967 members 
Entering Unmasked Estep 
Score: -8690264.000000 Penalty: 5337.131836
	Iteration 4Q: 3 clusters Score -8690264 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -8691002.000000 Penalty: 5337.131836
	Iteration 5Q: 3 clusters Score -8691002 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -8691883.000000 Penalty: 5337.131836
	Iteration 6Q: 3 clusters Score -8691883 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -8693084.000000 Penalty: 5337.131836
	Iteration 7Q: 3 clusters Score -8693084 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29093 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -8694621.000000 Penalty: 5337.131836
	Iteration 8F: 3 clusters Score -8694621 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -8696287.000000 Penalty: 5337.131836
	Iteration 9F: 3 clusters Score -8696287 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -8697695.000000 Penalty: 5337.131836
	Iteration 10Q: 3 clusters Score -8697695 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -8698651.000000 Penalty: 5337.131836
	Iteration 11Q: 3 clusters Score -8698651 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -8699111.000000 Penalty: 5337.131836
	Iteration 12Q: 3 clusters Score -8699111 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33208 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -8699442.000000 Penalty: 5337.131836
	Iteration 13Q: 3 clusters Score -8699442 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -8699775.000000 Penalty: 5337.131836
	Iteration 14Q: 3 clusters Score -8699775 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -8700102.000000 Penalty: 5337.131836
	Iteration 15Q: 3 clusters Score -8700102 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -8700529.000000 Penalty: 5337.131836
	Iteration 16Q: 3 clusters Score -8700529 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -8700947.000000 Penalty: 5337.131836
	Iteration 17Q: 3 clusters Score -8700947 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -8701286.000000 Penalty: 5337.131836
	Iteration 18Q: 3 clusters Score -8701286 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36805 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -8701596.000000 Penalty: 5337.131836
	Iteration 19Q: 3 clusters Score -8701596 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -8701856.000000 Penalty: 5337.131836
	Iteration 20F: 3 clusters Score -8701856 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37783 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -8702059.000000 Penalty: 5337.131836
	Iteration 21Q: 3 clusters Score -8702059 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38252 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -8702217.000000 Penalty: 5337.131836
	Iteration 22Q: 3 clusters Score -8702217 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38740 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -8702399.000000 Penalty: 5337.131836
	Iteration 23Q: 3 clusters Score -8702399 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -8702534.000000 Penalty: 5337.131836
	Iteration 24Q: 3 clusters Score -8702534 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -8702624.000000 Penalty: 5337.131836
	Iteration 25Q: 3 clusters Score -8702624 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -8702695.000000 Penalty: 5337.131836
	Iteration 26Q: 3 clusters Score -8702695 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -8702808.000000 Penalty: 5337.131836
	Iteration 27Q: 3 clusters Score -8702808 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41107 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -8702936.000000 Penalty: 5337.131836
	Iteration 28Q: 3 clusters Score -8702936 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -8703025.000000 Penalty: 5337.131836
	Iteration 29Q: 3 clusters Score -8703025 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -8703079.000000 Penalty: 5337.131836
	Iteration 30Q: 3 clusters Score -8703079 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42416 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -8703144.000000 Penalty: 5337.131836
	Iteration 31Q: 3 clusters Score -8703144 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -8703179.000000 Penalty: 5337.131836
	Iteration 32Q: 3 clusters Score -8703179 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43263 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -8703210.000000 Penalty: 5337.131836
	Iteration 33Q: 3 clusters Score -8703210 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -8703232.000000 Penalty: 5337.131836
	Iteration 34Q: 3 clusters Score -8703232 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -8703263.000000 Penalty: 5337.131836
	Iteration 35Q: 3 clusters Score -8703263 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -8703221.000000 Penalty: 5337.131836
	Iteration 36Q: 3 clusters Score -8703221 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44686 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -8703193.000000 Penalty: 5337.131836
	Iteration 37Q: 3 clusters Score -8703193 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44952 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -8703150.000000 Penalty: 5337.131836
	Iteration 38Q: 3 clusters Score -8703150 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45194 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -8703158.000000 Penalty: 5337.131836
	Iteration 39Q: 3 clusters Score -8703158 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45367 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -8703149.000000 Penalty: 5337.131836
	Iteration 40F: 3 clusters Score -8703149 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45509 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -8703126.000000 Penalty: 5337.131836
	Iteration 41Q: 3 clusters Score -8703126 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45640 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -8703165.000000 Penalty: 5337.131836
	Iteration 42Q: 3 clusters Score -8703165 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -8703170.000000 Penalty: 5337.131836
	Iteration 43Q: 3 clusters Score -8703170 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45841 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -8703170.000000 Penalty: 5337.131836
	Iteration 44Q: 3 clusters Score -8703170 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45921 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -8703177.000000 Penalty: 5337.131836
	Iteration 45Q: 3 clusters Score -8703177 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45979 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -8703195.000000 Penalty: 5337.131836
	Iteration 46Q: 3 clusters Score -8703195 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46034 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -8703197.000000 Penalty: 5337.131836
	Iteration 47Q: 3 clusters Score -8703197 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46082 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -8703205.000000 Penalty: 5337.131836
	Iteration 48Q: 3 clusters Score -8703205 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46120 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -8703210.000000 Penalty: 5337.131836
	Iteration 49Q: 3 clusters Score -8703210 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46148 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -8703191.000000 Penalty: 5337.131836
	Iteration 50Q: 3 clusters Score -8703191 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46165 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -8703192.000000 Penalty: 5337.131836
	Iteration 51Q: 3 clusters Score -8703192 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46178 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -8703183.000000 Penalty: 5337.131836
	Iteration 52Q: 3 clusters Score -8703183 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46200 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -8703169.000000 Penalty: 5337.131836
	Iteration 53Q: 3 clusters Score -8703169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46218 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -8703174.000000 Penalty: 5337.131836
	Iteration 54Q: 3 clusters Score -8703174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46233 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -8703174.000000 Penalty: 5337.131836
	Iteration 55Q: 3 clusters Score -8703174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46246 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -8703176.000000 Penalty: 5337.131836
	Iteration 56Q: 3 clusters Score -8703176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46256 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -8703173.000000 Penalty: 5337.131836
	Iteration 57Q: 3 clusters Score -8703173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46263 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -8703183.000000 Penalty: 5337.131836
	Iteration 58Q: 3 clusters Score -8703183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46271 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -8703176.000000 Penalty: 5337.131836
	Iteration 59Q: 3 clusters Score -8703176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -8703176.000000 Penalty: 5337.131836
	Iteration 60F: 3 clusters Score -8703176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46293 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -8703171.000000 Penalty: 5337.131836
	Iteration 61Q: 3 clusters Score -8703171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46301 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -8703169.000000 Penalty: 5337.131836
	Iteration 62Q: 3 clusters Score -8703169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -8703173.000000 Penalty: 5337.131836
	Iteration 63Q: 3 clusters Score -8703173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -8703171.000000 Penalty: 5337.131836
	Iteration 64Q: 3 clusters Score -8703171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46321 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -8703161.000000 Penalty: 5337.131836
	Iteration 65Q: 3 clusters Score -8703161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8703159.000000 Penalty: 5337.131836
	Iteration 66Q: 3 clusters Score -8703159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8703168.000000 Penalty: 5337.131836
	Iteration 67Q: 3 clusters Score -8703168 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46335 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8703162.000000 Penalty: 5337.131836
	Iteration 68Q: 3 clusters Score -8703162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46344 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -8703159.000000 Penalty: 5337.131836
	Iteration 69Q: 3 clusters Score -8703159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46347 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8703165.000000 Penalty: 5337.131836
	Iteration 70Q: 3 clusters Score -8703165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -8703170.000000 Penalty: 5337.131836
	Iteration 71Q: 3 clusters Score -8703170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46361 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8703172.000000 Penalty: 5337.131836
	Iteration 72Q: 3 clusters Score -8703172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46366 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8703167.000000 Penalty: 5337.131836
	Iteration 73Q: 3 clusters Score -8703167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46366 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8703167.000000 Penalty: 5337.131836
	Iteration 74F: 3 clusters Score -8703167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (36738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Entering Unmasked Estep 
Score: -6676271.500000 Penalty: 2606.868652
	Iteration 0F: 2 clusters Score -6676272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -6651254.500000 Penalty: 5213.737305
	Iteration 0F: 3 clusters Score -6651254 nChanged 16812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -6660495.000000 Penalty: 5213.737305
	Iteration 1F: 3 clusters Score -6660495 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -6660999.000000 Penalty: 5213.737305
	Iteration 2Q: 3 clusters Score -6660999 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -6661476.000000 Penalty: 5213.737305
	Iteration 3Q: 3 clusters Score -6661476 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -6661937.500000 Penalty: 5213.737305
	Iteration 4Q: 3 clusters Score -6661938 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -6662489.000000 Penalty: 5213.737305
	Iteration 5Q: 3 clusters Score -6662489 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -6663198.000000 Penalty: 5213.737305
	Iteration 6Q: 3 clusters Score -6663198 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -6664092.500000 Penalty: 5213.737305
	Iteration 7Q: 3 clusters Score -6664092 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -6665153.000000 Penalty: 5213.737305
	Iteration 8Q: 3 clusters Score -6665153 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -6666473.000000 Penalty: 5213.737305
	Iteration 9F: 3 clusters Score -6666473 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -6667755.000000 Penalty: 5213.737305
	Iteration 10F: 3 clusters Score -6667755 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -6668800.000000 Penalty: 5213.737305
	Iteration 11Q: 3 clusters Score -6668800 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -6669377.000000 Penalty: 5213.737305
	Iteration 12Q: 3 clusters Score -6669377 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -6669709.500000 Penalty: 5213.737305
	Iteration 13Q: 3 clusters Score -6669710 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -6669831.000000 Penalty: 5213.737305
	Iteration 14Q: 3 clusters Score -6669831 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16274 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -6669931.500000 Penalty: 5213.737305
	Iteration 15Q: 3 clusters Score -6669932 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -6670029.000000 Penalty: 5213.737305
	Iteration 16Q: 3 clusters Score -6670029 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -6670082.000000 Penalty: 5213.737305
	Iteration 17Q: 3 clusters Score -6670082 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -6670136.500000 Penalty: 5213.737305
	Iteration 18Q: 3 clusters Score -6670136 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -6670171.500000 Penalty: 5213.737305
	Iteration 19Q: 3 clusters Score -6670172 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 19908 members 
Entering Unmasked Estep 
Score: -6670216.000000 Penalty: 5213.737305
	Iteration 20F: 3 clusters Score -6670216 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -6670256.000000 Penalty: 5213.737305
	Iteration 21Q: 3 clusters Score -6670256 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -6670293.500000 Penalty: 5213.737305
	Iteration 22Q: 3 clusters Score -6670294 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -6670316.000000 Penalty: 5213.737305
	Iteration 23Q: 3 clusters Score -6670316 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -6670347.500000 Penalty: 5213.737305
	Iteration 24Q: 3 clusters Score -6670348 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -6670403.000000 Penalty: 5213.737305
	Iteration 25Q: 3 clusters Score -6670403 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -6670415.000000 Penalty: 5213.737305
	Iteration 26Q: 3 clusters Score -6670415 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -6670441.000000 Penalty: 5213.737305
	Iteration 27Q: 3 clusters Score -6670441 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -6670450.000000 Penalty: 5213.737305
	Iteration 28Q: 3 clusters Score -6670450 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -6670488.000000 Penalty: 5213.737305
	Iteration 29Q: 3 clusters Score -6670488 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -6670508.500000 Penalty: 5213.737305
	Iteration 30Q: 3 clusters Score -6670508 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -6670535.000000 Penalty: 5213.737305
	Iteration 31Q: 3 clusters Score -6670535 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -6670570.000000 Penalty: 5213.737305
	Iteration 32Q: 3 clusters Score -6670570 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -6670580.500000 Penalty: 5213.737305
	Iteration 33Q: 3 clusters Score -6670580 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -6670611.000000 Penalty: 5213.737305
	Iteration 34Q: 3 clusters Score -6670611 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -6670636.500000 Penalty: 5213.737305
	Iteration 35Q: 3 clusters Score -6670636 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -6670652.000000 Penalty: 5213.737305
	Iteration 36Q: 3 clusters Score -6670652 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -6670657.500000 Penalty: 5213.737305
	Iteration 37Q: 3 clusters Score -6670658 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -6670687.500000 Penalty: 5213.737305
	Iteration 38Q: 3 clusters Score -6670688 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -6670696.000000 Penalty: 5213.737305
	Iteration 39Q: 3 clusters Score -6670696 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -6670730.000000 Penalty: 5213.737305
	Iteration 40F: 3 clusters Score -6670730 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -6670777.000000 Penalty: 5213.737305
	Iteration 41Q: 3 clusters Score -6670777 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -6670802.000000 Penalty: 5213.737305
	Iteration 42Q: 3 clusters Score -6670802 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -6670855.000000 Penalty: 5213.737305
	Iteration 43Q: 3 clusters Score -6670855 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -6670880.500000 Penalty: 5213.737305
	Iteration 44Q: 3 clusters Score -6670880 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -6670938.500000 Penalty: 5213.737305
	Iteration 45Q: 3 clusters Score -6670938 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 15318 members 
Entering Unmasked Estep 
Score: -6670958.500000 Penalty: 5213.737305
	Iteration 46Q: 3 clusters Score -6670958 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -6671012.500000 Penalty: 5213.737305
	Iteration 47Q: 3 clusters Score -6671012 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -6671040.500000 Penalty: 5213.737305
	Iteration 48Q: 3 clusters Score -6671040 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -6671082.500000 Penalty: 5213.737305
	Iteration 49Q: 3 clusters Score -6671082 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 14330 members 
Entering Unmasked Estep 
Score: -6671128.000000 Penalty: 5213.737305
	Iteration 50Q: 3 clusters Score -6671128 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -6671172.000000 Penalty: 5213.737305
	Iteration 51Q: 3 clusters Score -6671172 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -6671217.500000 Penalty: 5213.737305
	Iteration 52Q: 3 clusters Score -6671218 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -6671246.500000 Penalty: 5213.737305
	Iteration 53Q: 3 clusters Score -6671246 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -6671287.500000 Penalty: 5213.737305
	Iteration 54Q: 3 clusters Score -6671288 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -6671368.000000 Penalty: 5213.737305
	Iteration 55Q: 3 clusters Score -6671368 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -6671444.500000 Penalty: 5213.737305
	Iteration 56Q: 3 clusters Score -6671444 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -6671501.500000 Penalty: 5213.737305
	Iteration 57Q: 3 clusters Score -6671502 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -6671571.500000 Penalty: 5213.737305
	Iteration 58Q: 3 clusters Score -6671572 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -6671665.500000 Penalty: 5213.737305
	Iteration 59Q: 3 clusters Score -6671666 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25314 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -6671775.500000 Penalty: 5213.737305
	Iteration 60F: 3 clusters Score -6671776 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -6671920.000000 Penalty: 5213.737305
	Iteration 61Q: 3 clusters Score -6671920 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -6672133.500000 Penalty: 5213.737305
	Iteration 62Q: 3 clusters Score -6672134 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -6672268.500000 Penalty: 5213.737305
	Iteration 63Q: 3 clusters Score -6672268 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -6672420.500000 Penalty: 5213.737305
	Iteration 64Q: 3 clusters Score -6672420 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -6672587.500000 Penalty: 5213.737305
	Iteration 65Q: 3 clusters Score -6672588 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -6672740.500000 Penalty: 5213.737305
	Iteration 66Q: 3 clusters Score -6672740 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -6672888.000000 Penalty: 5213.737305
	Iteration 67Q: 3 clusters Score -6672888 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -6673020.500000 Penalty: 5213.737305
	Iteration 68Q: 3 clusters Score -6673020 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28820 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -6673129.500000 Penalty: 5213.737305
	Iteration 69Q: 3 clusters Score -6673130 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -6673207.500000 Penalty: 5213.737305
	Iteration 70Q: 3 clusters Score -6673208 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -6673298.500000 Penalty: 5213.737305
	Iteration 71Q: 3 clusters Score -6673298 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29568 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -6673343.500000 Penalty: 5213.737305
	Iteration 72Q: 3 clusters Score -6673344 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -6673416.000000 Penalty: 5213.737305
	Iteration 73Q: 3 clusters Score -6673416 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -6673457.500000 Penalty: 5213.737305
	Iteration 74Q: 3 clusters Score -6673458 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -6673529.500000 Penalty: 5213.737305
	Iteration 75Q: 3 clusters Score -6673530 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -6673584.500000 Penalty: 5213.737305
	Iteration 76Q: 3 clusters Score -6673584 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -6673612.500000 Penalty: 5213.737305
	Iteration 77Q: 3 clusters Score -6673612 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30619 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -6673644.000000 Penalty: 5213.737305
	Iteration 78Q: 3 clusters Score -6673644 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -6673681.500000 Penalty: 5213.737305
	Iteration 79Q: 3 clusters Score -6673682 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -6673694.000000 Penalty: 5213.737305
	Iteration 80F: 3 clusters Score -6673694 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -6673719.000000 Penalty: 5213.737305
	Iteration 81Q: 3 clusters Score -6673719 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -6673729.000000 Penalty: 5213.737305
	Iteration 82Q: 3 clusters Score -6673729 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -6673737.500000 Penalty: 5213.737305
	Iteration 83Q: 3 clusters Score -6673738 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -6673755.500000 Penalty: 5213.737305
	Iteration 84Q: 3 clusters Score -6673756 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -6673767.000000 Penalty: 5213.737305
	Iteration 85Q: 3 clusters Score -6673767 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -6673756.000000 Penalty: 5213.737305
	Iteration 86Q: 3 clusters Score -6673756 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -6673772.500000 Penalty: 5213.737305
	Iteration 87Q: 3 clusters Score -6673772 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -6673778.000000 Penalty: 5213.737305
	Iteration 88Q: 3 clusters Score -6673778 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -6673805.500000 Penalty: 5213.737305
	Iteration 89Q: 3 clusters Score -6673806 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -6673814.500000 Penalty: 5213.737305
	Iteration 90Q: 3 clusters Score -6673814 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -6673830.000000 Penalty: 5213.737305
	Iteration 91Q: 3 clusters Score -6673830 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31748 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -6673839.000000 Penalty: 5213.737305
	Iteration 92Q: 3 clusters Score -6673839 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -6673824.500000 Penalty: 5213.737305
	Iteration 93Q: 3 clusters Score -6673824 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -6673836.000000 Penalty: 5213.737305
	Iteration 94Q: 3 clusters Score -6673836 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31899 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -6673848.000000 Penalty: 5213.737305
	Iteration 95Q: 3 clusters Score -6673848 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -6673862.500000 Penalty: 5213.737305
	Iteration 96Q: 3 clusters Score -6673862 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -6673867.500000 Penalty: 5213.737305
	Iteration 97Q: 3 clusters Score -6673868 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -6673878.500000 Penalty: 5213.737305
	Iteration 98Q: 3 clusters Score -6673878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -6673882.500000 Penalty: 5213.737305
	Iteration 99Q: 3 clusters Score -6673882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -6673895.500000 Penalty: 5213.737305
	Iteration 100F: 3 clusters Score -6673896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -6673901.500000 Penalty: 5213.737305
	Iteration 101Q: 3 clusters Score -6673902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -6673896.500000 Penalty: 5213.737305
	Iteration 102Q: 3 clusters Score -6673896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -6673900.500000 Penalty: 5213.737305
	Iteration 103Q: 3 clusters Score -6673900 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -6673915.000000 Penalty: 5213.737305
	Iteration 104Q: 3 clusters Score -6673915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -6673905.500000 Penalty: 5213.737305
	Iteration 105Q: 3 clusters Score -6673906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -6673912.000000 Penalty: 5213.737305
	Iteration 106Q: 3 clusters Score -6673912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -6673915.000000 Penalty: 5213.737305
	Iteration 107Q: 3 clusters Score -6673915 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -6673921.000000 Penalty: 5213.737305
	Iteration 108Q: 3 clusters Score -6673921 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -6673932.500000 Penalty: 5213.737305
	Iteration 109Q: 3 clusters Score -6673932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -6673937.000000 Penalty: 5213.737305
	Iteration 110Q: 3 clusters Score -6673937 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32309 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -6673934.000000 Penalty: 5213.737305
	Iteration 111Q: 3 clusters Score -6673934 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -6673930.500000 Penalty: 5213.737305
	Iteration 112Q: 3 clusters Score -6673930 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -6673931.000000 Penalty: 5213.737305
	Iteration 113Q: 3 clusters Score -6673931 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32389 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -6673945.500000 Penalty: 5213.737305
	Iteration 114Q: 3 clusters Score -6673946 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32423 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -6673942.000000 Penalty: 5213.737305
	Iteration 115Q: 3 clusters Score -6673942 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -6673952.000000 Penalty: 5213.737305
	Iteration 116Q: 3 clusters Score -6673952 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -6673962.500000 Penalty: 5213.737305
	Iteration 117Q: 3 clusters Score -6673962 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32520 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -6673972.000000 Penalty: 5213.737305
	Iteration 118Q: 3 clusters Score -6673972 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -6673973.000000 Penalty: 5213.737305
	Iteration 119Q: 3 clusters Score -6673973 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -6673976.500000 Penalty: 5213.737305
	Iteration 120F: 3 clusters Score -6673976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -6673977.000000 Penalty: 5213.737305
	Iteration 121Q: 3 clusters Score -6673977 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -6673985.000000 Penalty: 5213.737305
	Iteration 122Q: 3 clusters Score -6673985 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -6673975.500000 Penalty: 5213.737305
	Iteration 123Q: 3 clusters Score -6673976 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -6673990.500000 Penalty: 5213.737305
	Iteration 124Q: 3 clusters Score -6673990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -6673991.000000 Penalty: 5213.737305
	Iteration 125Q: 3 clusters Score -6673991 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32707 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -6673998.000000 Penalty: 5213.737305
	Iteration 126Q: 3 clusters Score -6673998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -6674014.000000 Penalty: 5213.737305
	Iteration 127Q: 3 clusters Score -6674014 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -6674007.500000 Penalty: 5213.737305
	Iteration 128Q: 3 clusters Score -6674008 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -6674009.000000 Penalty: 5213.737305
	Iteration 129Q: 3 clusters Score -6674009 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -6674010.000000 Penalty: 5213.737305
	Iteration 130Q: 3 clusters Score -6674010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -6674023.000000 Penalty: 5213.737305
	Iteration 131Q: 3 clusters Score -6674023 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -6674034.500000 Penalty: 5213.737305
	Iteration 132Q: 3 clusters Score -6674034 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -6674029.000000 Penalty: 5213.737305
	Iteration 133Q: 3 clusters Score -6674029 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -6674032.000000 Penalty: 5213.737305
	Iteration 134Q: 3 clusters Score -6674032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32906 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -6674029.000000 Penalty: 5213.737305
	Iteration 135Q: 3 clusters Score -6674029 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -6674033.000000 Penalty: 5213.737305
	Iteration 136Q: 3 clusters Score -6674033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -6674030.000000 Penalty: 5213.737305
	Iteration 137Q: 3 clusters Score -6674030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -6674032.000000 Penalty: 5213.737305
	Iteration 138Q: 3 clusters Score -6674032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -6674042.500000 Penalty: 5213.737305
	Iteration 139Q: 3 clusters Score -6674042 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -6674056.500000 Penalty: 5213.737305
	Iteration 140F: 3 clusters Score -6674056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -6674058.000000 Penalty: 5213.737305
	Iteration 141Q: 3 clusters Score -6674058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -6674067.500000 Penalty: 5213.737305
	Iteration 142Q: 3 clusters Score -6674068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -6674069.000000 Penalty: 5213.737305
	Iteration 143Q: 3 clusters Score -6674069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -6674076.000000 Penalty: 5213.737305
	Iteration 144Q: 3 clusters Score -6674076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -6674077.000000 Penalty: 5213.737305
	Iteration 145Q: 3 clusters Score -6674077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33086 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -6674072.500000 Penalty: 5213.737305
	Iteration 146Q: 3 clusters Score -6674072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -6674064.000000 Penalty: 5213.737305
	Iteration 147Q: 3 clusters Score -6674064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33105 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -6674062.500000 Penalty: 5213.737305
	Iteration 148Q: 3 clusters Score -6674062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -6674063.500000 Penalty: 5213.737305
	Iteration 149Q: 3 clusters Score -6674064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -6674066.000000 Penalty: 5213.737305
	Iteration 150Q: 3 clusters Score -6674066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -6674065.000000 Penalty: 5213.737305
	Iteration 151Q: 3 clusters Score -6674065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -6674065.000000 Penalty: 5213.737305
	Iteration 152F: 3 clusters Score -6674065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Entering Unmasked Estep 
Score: -4706216.500000 Penalty: 2525.639893
	Iteration 0F: 2 clusters Score -4706216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -4687925.000000 Penalty: 5051.279785
	Iteration 0F: 3 clusters Score -4687925 nChanged 11863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -4694316.500000 Penalty: 5051.279785
	Iteration 1F: 3 clusters Score -4694316 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -4694647.500000 Penalty: 5051.279785
	Iteration 2Q: 3 clusters Score -4694648 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -4694906.000000 Penalty: 5051.279785
	Iteration 3Q: 3 clusters Score -4694906 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -4695206.000000 Penalty: 5051.279785
	Iteration 4Q: 3 clusters Score -4695206 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -4695506.000000 Penalty: 5051.279785
	Iteration 5Q: 3 clusters Score -4695506 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -4695877.000000 Penalty: 5051.279785
	Iteration 6Q: 3 clusters Score -4695877 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -4696286.500000 Penalty: 5051.279785
	Iteration 7Q: 3 clusters Score -4696286 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -4696865.500000 Penalty: 5051.279785
	Iteration 8Q: 3 clusters Score -4696866 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 17640 members 
Entering Unmasked Estep 
Score: -4697566.500000 Penalty: 5051.279785
	Iteration 9F: 3 clusters Score -4697566 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -4698466.000000 Penalty: 5051.279785
	Iteration 10F: 3 clusters Score -4698466 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -4699458.500000 Penalty: 5051.279785
	Iteration 11F: 3 clusters Score -4699458 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -4700434.000000 Penalty: 5051.279785
	Iteration 12F: 3 clusters Score -4700434 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -4701401.000000 Penalty: 5051.279785
	Iteration 13Q: 3 clusters Score -4701401 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -4702173.000000 Penalty: 5051.279785
	Iteration 14Q: 3 clusters Score -4702173 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -4702778.500000 Penalty: 5051.279785
	Iteration 15Q: 3 clusters Score -4702778 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 25162 members 
Entering Unmasked Estep 
Score: -4703205.000000 Penalty: 5051.279785
	Iteration 16Q: 3 clusters Score -4703205 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -4703508.500000 Penalty: 5051.279785
	Iteration 17Q: 3 clusters Score -4703508 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -4703717.000000 Penalty: 5051.279785
	Iteration 18Q: 3 clusters Score -4703717 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -4703889.000000 Penalty: 5051.279785
	Iteration 19Q: 3 clusters Score -4703889 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -4704007.000000 Penalty: 5051.279785
	Iteration 20F: 3 clusters Score -4704007 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -4704081.000000 Penalty: 5051.279785
	Iteration 21Q: 3 clusters Score -4704081 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -4704114.500000 Penalty: 5051.279785
	Iteration 22Q: 3 clusters Score -4704114 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -4704142.500000 Penalty: 5051.279785
	Iteration 23Q: 3 clusters Score -4704142 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -4704162.000000 Penalty: 5051.279785
	Iteration 24Q: 3 clusters Score -4704162 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -4704177.000000 Penalty: 5051.279785
	Iteration 25Q: 3 clusters Score -4704177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -4704184.500000 Penalty: 5051.279785
	Iteration 26Q: 3 clusters Score -4704184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -4704187.000000 Penalty: 5051.279785
	Iteration 27Q: 3 clusters Score -4704187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -4704194.000000 Penalty: 5051.279785
	Iteration 28Q: 3 clusters Score -4704194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -4704199.500000 Penalty: 5051.279785
	Iteration 29Q: 3 clusters Score -4704200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -4704201.500000 Penalty: 5051.279785
	Iteration 30Q: 3 clusters Score -4704202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -4704200.000000 Penalty: 5051.279785
	Iteration 31Q: 3 clusters Score -4704200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -4704200.500000 Penalty: 5051.279785
	Iteration 32Q: 3 clusters Score -4704200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -4704202.000000 Penalty: 5051.279785
	Iteration 33Q: 3 clusters Score -4704202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -4704204.000000 Penalty: 5051.279785
	Iteration 34Q: 3 clusters Score -4704204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -4704201.000000 Penalty: 5051.279785
	Iteration 35Q: 3 clusters Score -4704201 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -4704205.000000 Penalty: 5051.279785
	Iteration 36Q: 3 clusters Score -4704205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -4704200.000000 Penalty: 5051.279785
	Iteration 37Q: 3 clusters Score -4704200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -4704199.500000 Penalty: 5051.279785
	Iteration 38Q: 3 clusters Score -4704200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -4704199.500000 Penalty: 5051.279785
	Iteration 39F: 3 clusters Score -4704200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (43050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43050 members 
Entering Unmasked Estep 
Score: -7887205.000000 Penalty: 2646.189209
	Iteration 0F: 2 clusters Score -7887205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -7859005.500000 Penalty: 5292.378418
	Iteration 0F: 3 clusters Score -7859006 nChanged 19695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -7870010.000000 Penalty: 5292.378418
	Iteration 1F: 3 clusters Score -7870010 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -7870655.000000 Penalty: 5292.378418
	Iteration 2Q: 3 clusters Score -7870655 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -7871511.000000 Penalty: 5292.378418
	Iteration 3Q: 3 clusters Score -7871511 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -7872599.500000 Penalty: 5292.378418
	Iteration 4Q: 3 clusters Score -7872600 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -7873864.500000 Penalty: 5292.378418
	Iteration 5F: 3 clusters Score -7873864 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 29683 members 
Entering Unmasked Estep 
Score: -7875390.500000 Penalty: 5292.378418
	Iteration 6F: 3 clusters Score -7875390 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -7877250.500000 Penalty: 5292.378418
	Iteration 7F: 3 clusters Score -7877250 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -7879308.500000 Penalty: 5292.378418
	Iteration 8F: 3 clusters Score -7879308 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -7881230.500000 Penalty: 5292.378418
	Iteration 9F: 3 clusters Score -7881230 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -7882696.000000 Penalty: 5292.378418
	Iteration 10Q: 3 clusters Score -7882696 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
Score: -7883665.000000 Penalty: 5292.378418
	Iteration 11Q: 3 clusters Score -7883665 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -7884333.500000 Penalty: 5292.378418
	Iteration 12Q: 3 clusters Score -7884334 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -7884655.500000 Penalty: 5292.378418
	Iteration 13Q: 3 clusters Score -7884656 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
Score: -7884814.000000 Penalty: 5292.378418
	Iteration 14Q: 3 clusters Score -7884814 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -7884919.500000 Penalty: 5292.378418
	Iteration 15Q: 3 clusters Score -7884920 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -7884983.000000 Penalty: 5292.378418
	Iteration 16Q: 3 clusters Score -7884983 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -7885014.500000 Penalty: 5292.378418
	Iteration 17Q: 3 clusters Score -7885014 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 42534 members 
Entering Unmasked Estep 
Score: -7885041.000000 Penalty: 5292.378418
	Iteration 18Q: 3 clusters Score -7885041 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 42563 members 
Entering Unmasked Estep 
Score: -7885053.000000 Penalty: 5292.378418
	Iteration 19Q: 3 clusters Score -7885053 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 42589 members 
Entering Unmasked Estep 
Score: -7885066.500000 Penalty: 5292.378418
	Iteration 20F: 3 clusters Score -7885066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 42602 members 
Entering Unmasked Estep 
Score: -7885092.000000 Penalty: 5292.378418
	Iteration 21Q: 3 clusters Score -7885092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 42608 members 
Entering Unmasked Estep 
Score: -7885096.500000 Penalty: 5292.378418
	Iteration 22Q: 3 clusters Score -7885096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
Score: -7885101.500000 Penalty: 5292.378418
	Iteration 23Q: 3 clusters Score -7885102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 42616 members 
Entering Unmasked Estep 
Score: -7885108.000000 Penalty: 5292.378418
	Iteration 24Q: 3 clusters Score -7885108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 42623 members 
Entering Unmasked Estep 
Score: -7885110.000000 Penalty: 5292.378418
	Iteration 25Q: 3 clusters Score -7885110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 42628 members 
Entering Unmasked Estep 
Score: -7885111.500000 Penalty: 5292.378418
	Iteration 26Q: 3 clusters Score -7885112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -7885108.000000 Penalty: 5292.378418
	Iteration 27Q: 3 clusters Score -7885108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 42631 members 
Entering Unmasked Estep 
Score: -7885114.000000 Penalty: 5292.378418
	Iteration 28Q: 3 clusters Score -7885114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 42631 members 
Entering Unmasked Estep 
Score: -7885107.500000 Penalty: 5292.378418
	Iteration 29Q: 3 clusters Score -7885108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -7885111.000000 Penalty: 5292.378418
	Iteration 30Q: 3 clusters Score -7885111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -7885112.000000 Penalty: 5292.378418
	Iteration 31Q: 3 clusters Score -7885112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -7885119.500000 Penalty: 5292.378418
	Iteration 32Q: 3 clusters Score -7885120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -7885130.500000 Penalty: 5292.378418
	Iteration 33Q: 3 clusters Score -7885130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 42643 members 
Entering Unmasked Estep 
Score: -7885130.000000 Penalty: 5292.378418
	Iteration 34Q: 3 clusters Score -7885130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -7885123.500000 Penalty: 5292.378418
	Iteration 35Q: 3 clusters Score -7885124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -7885123.500000 Penalty: 5292.378418
	Iteration 36F: 3 clusters Score -7885124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46037 members 
Entering Unmasked Estep 
Score: -8430297.000000 Penalty: 2662.825684
	Iteration 0F: 2 clusters Score -8430297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -8400406.000000 Penalty: 5325.651367
	Iteration 0F: 3 clusters Score -8400406 nChanged 21296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -8412204.000000 Penalty: 5325.651367
	Iteration 1F: 3 clusters Score -8412204 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -8412724.000000 Penalty: 5325.651367
	Iteration 2Q: 3 clusters Score -8412724 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -8413118.000000 Penalty: 5325.651367
	Iteration 3Q: 3 clusters Score -8413118 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -8413553.000000 Penalty: 5325.651367
	Iteration 4Q: 3 clusters Score -8413553 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -8413979.000000 Penalty: 5325.651367
	Iteration 5Q: 3 clusters Score -8413979 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -8414535.000000 Penalty: 5325.651367
	Iteration 6Q: 3 clusters Score -8414535 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -8415032.000000 Penalty: 5325.651367
	Iteration 7Q: 3 clusters Score -8415032 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -8415629.000000 Penalty: 5325.651367
	Iteration 8Q: 3 clusters Score -8415629 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -8416327.000000 Penalty: 5325.651367
	Iteration 9Q: 3 clusters Score -8416327 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -8417210.000000 Penalty: 5325.651367
	Iteration 10Q: 3 clusters Score -8417210 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 28312 members 
Entering Unmasked Estep 
Score: -8418394.000000 Penalty: 5325.651367
	Iteration 11Q: 3 clusters Score -8418394 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -8419766.000000 Penalty: 5325.651367
	Iteration 12Q: 3 clusters Score -8419766 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 30955 members 
Entering Unmasked Estep 
Score: -8421160.000000 Penalty: 5325.651367
	Iteration 13Q: 3 clusters Score -8421160 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 32173 members 
Entering Unmasked Estep 
Score: -8422349.000000 Penalty: 5325.651367
	Iteration 14Q: 3 clusters Score -8422349 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -8423110.000000 Penalty: 5325.651367
	Iteration 15Q: 3 clusters Score -8423110 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 34230 members 
Entering Unmasked Estep 
Score: -8423619.000000 Penalty: 5325.651367
	Iteration 16Q: 3 clusters Score -8423619 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -8424028.000000 Penalty: 5325.651367
	Iteration 17Q: 3 clusters Score -8424028 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -8424360.000000 Penalty: 5325.651367
	Iteration 18Q: 3 clusters Score -8424360 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -8424735.000000 Penalty: 5325.651367
	Iteration 19Q: 3 clusters Score -8424735 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 37825 members 
Entering Unmasked Estep 
Score: -8425101.000000 Penalty: 5325.651367
	Iteration 20F: 3 clusters Score -8425101 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -8425499.000000 Penalty: 5325.651367
	Iteration 21Q: 3 clusters Score -8425499 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 39507 members 
Entering Unmasked Estep 
Score: -8425949.000000 Penalty: 5325.651367
	Iteration 22Q: 3 clusters Score -8425949 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 40303 members 
Entering Unmasked Estep 
Score: -8426343.000000 Penalty: 5325.651367
	Iteration 23Q: 3 clusters Score -8426343 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -8426731.000000 Penalty: 5325.651367
	Iteration 24Q: 3 clusters Score -8426731 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
Score: -8427043.000000 Penalty: 5325.651367
	Iteration 25Q: 3 clusters Score -8427043 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -8427290.000000 Penalty: 5325.651367
	Iteration 26Q: 3 clusters Score -8427290 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -8427518.000000 Penalty: 5325.651367
	Iteration 27Q: 3 clusters Score -8427518 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
Score: -8427677.000000 Penalty: 5325.651367
	Iteration 28Q: 3 clusters Score -8427677 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -8427775.000000 Penalty: 5325.651367
	Iteration 29Q: 3 clusters Score -8427775 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 43794 members 
Entering Unmasked Estep 
Score: -8427848.000000 Penalty: 5325.651367
	Iteration 30Q: 3 clusters Score -8427848 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 44012 members 
Entering Unmasked Estep 
Score: -8427928.000000 Penalty: 5325.651367
	Iteration 31Q: 3 clusters Score -8427928 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 44209 members 
Entering Unmasked Estep 
Score: -8427966.000000 Penalty: 5325.651367
	Iteration 32Q: 3 clusters Score -8427966 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
Score: -8428055.000000 Penalty: 5325.651367
	Iteration 33Q: 3 clusters Score -8428055 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 44541 members 
Entering Unmasked Estep 
Score: -8428111.000000 Penalty: 5325.651367
	Iteration 34Q: 3 clusters Score -8428111 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 44637 members 
Entering Unmasked Estep 
Score: -8428151.000000 Penalty: 5325.651367
	Iteration 35Q: 3 clusters Score -8428151 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 44719 members 
Entering Unmasked Estep 
Score: -8428156.000000 Penalty: 5325.651367
	Iteration 36Q: 3 clusters Score -8428156 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 44792 members 
Entering Unmasked Estep 
Score: -8428187.000000 Penalty: 5325.651367
	Iteration 37Q: 3 clusters Score -8428187 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 44861 members 
Entering Unmasked Estep 
Score: -8428203.000000 Penalty: 5325.651367
	Iteration 38Q: 3 clusters Score -8428203 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 44916 members 
Entering Unmasked Estep 
Score: -8428228.000000 Penalty: 5325.651367
	Iteration 39Q: 3 clusters Score -8428228 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -8428233.000000 Penalty: 5325.651367
	Iteration 40F: 3 clusters Score -8428233 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -8428238.000000 Penalty: 5325.651367
	Iteration 41Q: 3 clusters Score -8428238 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 45062 members 
Entering Unmasked Estep 
Score: -8428267.000000 Penalty: 5325.651367
	Iteration 42Q: 3 clusters Score -8428267 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 45088 members 
Entering Unmasked Estep 
Score: -8428269.000000 Penalty: 5325.651367
	Iteration 43Q: 3 clusters Score -8428269 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
Score: -8428280.000000 Penalty: 5325.651367
	Iteration 44Q: 3 clusters Score -8428280 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 45129 members 
Entering Unmasked Estep 
Score: -8428279.000000 Penalty: 5325.651367
	Iteration 45Q: 3 clusters Score -8428279 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -8428297.000000 Penalty: 5325.651367
	Iteration 46Q: 3 clusters Score -8428297 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -8428286.000000 Penalty: 5325.651367
	Iteration 47Q: 3 clusters Score -8428286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 45202 members 
Entering Unmasked Estep 
Score: -8428295.000000 Penalty: 5325.651367
	Iteration 48Q: 3 clusters Score -8428295 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
Score: -8428301.000000 Penalty: 5325.651367
	Iteration 49Q: 3 clusters Score -8428301 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 45236 members 
Entering Unmasked Estep 
Score: -8428297.000000 Penalty: 5325.651367
	Iteration 50Q: 3 clusters Score -8428297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -8428309.000000 Penalty: 5325.651367
	Iteration 51Q: 3 clusters Score -8428309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -8428303.000000 Penalty: 5325.651367
	Iteration 52Q: 3 clusters Score -8428303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 45262 members 
Entering Unmasked Estep 
Score: -8428307.000000 Penalty: 5325.651367
	Iteration 53Q: 3 clusters Score -8428307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -8428309.000000 Penalty: 5325.651367
	Iteration 54Q: 3 clusters Score -8428309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 45270 members 
Entering Unmasked Estep 
Score: -8428307.000000 Penalty: 5325.651367
	Iteration 55Q: 3 clusters Score -8428307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 45272 members 
Entering Unmasked Estep 
Score: -8428310.000000 Penalty: 5325.651367
	Iteration 56Q: 3 clusters Score -8428310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 45274 members 
Entering Unmasked Estep 
Score: -8428308.000000 Penalty: 5325.651367
	Iteration 57Q: 3 clusters Score -8428308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 45275 members 
Entering Unmasked Estep 
Score: -8428314.000000 Penalty: 5325.651367
	Iteration 58Q: 3 clusters Score -8428314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 45277 members 
Entering Unmasked Estep 
Score: -8428312.000000 Penalty: 5325.651367
	Iteration 59Q: 3 clusters Score -8428312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 45281 members 
Entering Unmasked Estep 
Score: -8428316.000000 Penalty: 5325.651367
	Iteration 60F: 3 clusters Score -8428316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 45285 members 
Entering Unmasked Estep 
Score: -8428315.000000 Penalty: 5325.651367
	Iteration 61Q: 3 clusters Score -8428315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 45286 members 
Entering Unmasked Estep 
Score: -8428310.000000 Penalty: 5325.651367
	Iteration 62Q: 3 clusters Score -8428310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 45287 members 
Entering Unmasked Estep 
Score: -8428312.000000 Penalty: 5325.651367
	Iteration 63Q: 3 clusters Score -8428312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 45289 members 
Entering Unmasked Estep 
Score: -8428311.000000 Penalty: 5325.651367
	Iteration 64Q: 3 clusters Score -8428311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 45290 members 
Entering Unmasked Estep 
Score: -8428310.000000 Penalty: 5325.651367
	Iteration 65Q: 3 clusters Score -8428310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 45292 members 
Entering Unmasked Estep 
Score: -8428307.000000 Penalty: 5325.651367
	Iteration 66Q: 3 clusters Score -8428307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 45296 members 
Entering Unmasked Estep 
Score: -8428323.000000 Penalty: 5325.651367
	Iteration 67Q: 3 clusters Score -8428323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 45297 members 
Entering Unmasked Estep 
Score: -8428320.000000 Penalty: 5325.651367
	Iteration 68Q: 3 clusters Score -8428320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 45299 members 
Entering Unmasked Estep 
Score: -8428314.000000 Penalty: 5325.651367
	Iteration 69Q: 3 clusters Score -8428314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 45302 members 
Entering Unmasked Estep 
Score: -8428312.000000 Penalty: 5325.651367
	Iteration 70Q: 3 clusters Score -8428312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -8428312.000000 Penalty: 5325.651367
	Iteration 71Q: 3 clusters Score -8428312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 45306 members 
Entering Unmasked Estep 
Score: -8428319.000000 Penalty: 5325.651367
	Iteration 72Q: 3 clusters Score -8428319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 45307 members 
Entering Unmasked Estep 
Score: -8428324.000000 Penalty: 5325.651367
	Iteration 73Q: 3 clusters Score -8428324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 45309 members 
Entering Unmasked Estep 
Score: -8428325.000000 Penalty: 5325.651367
	Iteration 74Q: 3 clusters Score -8428325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 45310 members 
Entering Unmasked Estep 
Score: -8428328.000000 Penalty: 5325.651367
	Iteration 75Q: 3 clusters Score -8428328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 45310 members 
Entering Unmasked Estep 
Score: -8428328.000000 Penalty: 5325.651367
	Iteration 76F: 3 clusters Score -8428328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Entering Unmasked Estep 
Score: -101615.945312 Penalty: 1654.350098
	Iteration 0F: 2 clusters Score -101615.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -99934.835938 Penalty: 3308.700195
	Iteration 0F: 3 clusters Score -99934.84 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -100405.718750 Penalty: 3308.700195
	Iteration 1F: 3 clusters Score -100405.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -100607.007812 Penalty: 3308.700195
	Iteration 2F: 3 clusters Score -100607 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -100784.843750 Penalty: 3308.700195
	Iteration 3F: 3 clusters Score -100784.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -100915.640625 Penalty: 3308.700195
	Iteration 4Q: 3 clusters Score -100915.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -101084.242188 Penalty: 3308.700195
	Iteration 5Q: 3 clusters Score -101084.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -101179.382812 Penalty: 3308.700195
	Iteration 6Q: 3 clusters Score -101179.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -101250.250000 Penalty: 3308.700195
	Iteration 7Q: 3 clusters Score -101250.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -101308.500000 Penalty: 3308.700195
	Iteration 8Q: 3 clusters Score -101308.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -101365.226562 Penalty: 3308.700195
	Iteration 9Q: 3 clusters Score -101365.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -101395.320312 Penalty: 3308.700195
	Iteration 10Q: 3 clusters Score -101395.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -101415.218750 Penalty: 3308.700195
	Iteration 11Q: 3 clusters Score -101415.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -101439.609375 Penalty: 3308.700195
	Iteration 12Q: 3 clusters Score -101439.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -101472.664062 Penalty: 3308.700195
	Iteration 13Q: 3 clusters Score -101472.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -101488.765625 Penalty: 3308.700195
	Iteration 14Q: 3 clusters Score -101488.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -101496.484375 Penalty: 3308.700195
	Iteration 15Q: 3 clusters Score -101496.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -101496.960938 Penalty: 3308.700195
	Iteration 16Q: 3 clusters Score -101497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -101499.906250 Penalty: 3308.700195
	Iteration 17Q: 3 clusters Score -101499.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -101503.187500 Penalty: 3308.700195
	Iteration 18Q: 3 clusters Score -101503.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -101505.679688 Penalty: 3308.700195
	Iteration 19Q: 3 clusters Score -101505.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -101514.718750 Penalty: 3308.700195
	Iteration 20F: 3 clusters Score -101514.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -101535.898438 Penalty: 3308.700195
	Iteration 21Q: 3 clusters Score -101535.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -101553.390625 Penalty: 3308.700195
	Iteration 22Q: 3 clusters Score -101553.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -101563.664062 Penalty: 3308.700195
	Iteration 23Q: 3 clusters Score -101563.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -101566.523438 Penalty: 3308.700195
	Iteration 24Q: 3 clusters Score -101566.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -101568.328125 Penalty: 3308.700195
	Iteration 25Q: 3 clusters Score -101568.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -101574.937500 Penalty: 3308.700195
	Iteration 26Q: 3 clusters Score -101574.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -101585.500000 Penalty: 3308.700195
	Iteration 27Q: 3 clusters Score -101585.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -101595.398438 Penalty: 3308.700195
	Iteration 28Q: 3 clusters Score -101595.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -101606.945312 Penalty: 3308.700195
	Iteration 29Q: 3 clusters Score -101606.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -101612.250000 Penalty: 3308.700195
	Iteration 30Q: 3 clusters Score -101612.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -101619.312500 Penalty: 3308.700195
	Iteration 31Q: 3 clusters Score -101619.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -101644.375000 Penalty: 3308.700195
	Iteration 32Q: 3 clusters Score -101644.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -101681.171875 Penalty: 3308.700195
	Iteration 33Q: 3 clusters Score -101681.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -101702.585938 Penalty: 3308.700195
	Iteration 34Q: 3 clusters Score -101702.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -101735.125000 Penalty: 3308.700195
	Iteration 35Q: 3 clusters Score -101735.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -101752.984375 Penalty: 3308.700195
	Iteration 36Q: 3 clusters Score -101753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -101776.859375 Penalty: 3308.700195
	Iteration 37Q: 3 clusters Score -101776.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -101798.093750 Penalty: 3308.700195
	Iteration 38Q: 3 clusters Score -101798.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -101813.054688 Penalty: 3308.700195
	Iteration 39Q: 3 clusters Score -101813.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -101824.906250 Penalty: 3308.700195
	Iteration 40F: 3 clusters Score -101824.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -101841.257812 Penalty: 3308.700195
	Iteration 41Q: 3 clusters Score -101841.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -101845.726562 Penalty: 3308.700195
	Iteration 42Q: 3 clusters Score -101845.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -101845.726562 Penalty: 3308.700195
	Iteration 43F: 3 clusters Score -101845.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 34676 members 
Mstep: Class 3 contains 49186 members 
Mstep: Class 4 contains 44902 members 
Mstep: Class 5 contains 43138 members 
Mstep: Class 6 contains 45030 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45350 members 
Mstep: Class 11 contains 45002 members 
Mstep: Class 12 contains 47202 members 
Mstep: Class 13 contains 47115 members 
Mstep: Class 14 contains 36738 members 
Mstep: Class 15 contains 26477 members 
Mstep: Class 16 contains 43050 members 
Mstep: Class 17 contains 46037 members 
Mstep: Class 18 contains 426 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30719 members 
Mstep: Class 22 contains 7953 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17336 members 
Mstep: Class 25 contains 363 members 
Entering Unmasked Estep 
Score: -111239072.000000 Penalty: 82671.179688
Splitting cluster 18 changes total score from -111240424.000000 to -111239072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -50164.632812 Penalty: 1529.544189
	Iteration 0F: 2 clusters Score -50164.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -48810.199219 Penalty: 3059.088379
	Iteration 0F: 3 clusters Score -48810.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -49087.445312 Penalty: 3059.088379
	Iteration 1F: 3 clusters Score -49087.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -49283.031250 Penalty: 3059.088379
	Iteration 2F: 3 clusters Score -49283.03 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -49463.570312 Penalty: 3059.088379
	Iteration 3F: 3 clusters Score -49463.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -49555.511719 Penalty: 3059.088379
	Iteration 4Q: 3 clusters Score -49555.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -49642.992188 Penalty: 3059.088379
	Iteration 5Q: 3 clusters Score -49642.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -49663.179688 Penalty: 3059.088379
	Iteration 6Q: 3 clusters Score -49663.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -49673.816406 Penalty: 3059.088379
	Iteration 7Q: 3 clusters Score -49673.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -49696.117188 Penalty: 3059.088379
	Iteration 8Q: 3 clusters Score -49696.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -49703.968750 Penalty: 3059.088379
	Iteration 9Q: 3 clusters Score -49703.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -49708.519531 Penalty: 3059.088379
	Iteration 10Q: 3 clusters Score -49708.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -49715.648438 Penalty: 3059.088379
	Iteration 11Q: 3 clusters Score -49715.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -49726.597656 Penalty: 3059.088379
	Iteration 12Q: 3 clusters Score -49726.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -49737.003906 Penalty: 3059.088379
	Iteration 13Q: 3 clusters Score -49737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -49769.746094 Penalty: 3059.088379
	Iteration 14Q: 3 clusters Score -49769.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -49770.601562 Penalty: 3059.088379
	Iteration 15Q: 3 clusters Score -49770.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -49770.601562 Penalty: 3059.088379
	Iteration 16F: 3 clusters Score -49770.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -132323.375000 Penalty: 1652.456909
	Iteration 0F: 2 clusters Score -132323.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -130591.601562 Penalty: 3304.913818
	Iteration 0F: 3 clusters Score -130591.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -130976.242188 Penalty: 3304.913818
	Iteration 1F: 3 clusters Score -130976.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -131213.984375 Penalty: 3304.913818
	Iteration 2F: 3 clusters Score -131214 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -131323.453125 Penalty: 3304.913818
	Iteration 3F: 3 clusters Score -131323.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -131372.312500 Penalty: 3304.913818
	Iteration 4Q: 3 clusters Score -131372.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -131379.453125 Penalty: 3304.913818
	Iteration 5Q: 3 clusters Score -131379.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -131384.484375 Penalty: 3304.913818
	Iteration 6Q: 3 clusters Score -131384.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -131386.890625 Penalty: 3304.913818
	Iteration 7Q: 3 clusters Score -131386.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -131391.921875 Penalty: 3304.913818
	Iteration 8Q: 3 clusters Score -131391.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -131391.921875 Penalty: 3304.913818
	Iteration 9F: 3 clusters Score -131391.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (30719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Entering Unmasked Estep 
Score: -5642247.000000 Penalty: 2562.493896
	Iteration 0F: 2 clusters Score -5642247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -5621290.000000 Penalty: 5124.987793
	Iteration 0F: 3 clusters Score -5621290 nChanged 13832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -5628666.000000 Penalty: 5124.987793
	Iteration 1F: 3 clusters Score -5628666 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -5629031.500000 Penalty: 5124.987793
	Iteration 2Q: 3 clusters Score -5629032 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -5629377.500000 Penalty: 5124.987793
	Iteration 3Q: 3 clusters Score -5629378 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -5629692.000000 Penalty: 5124.987793
	Iteration 4Q: 3 clusters Score -5629692 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 16979 members 
Entering Unmasked Estep 
Score: -5630033.500000 Penalty: 5124.987793
	Iteration 5Q: 3 clusters Score -5630034 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -5630395.500000 Penalty: 5124.987793
	Iteration 6Q: 3 clusters Score -5630396 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -5630927.500000 Penalty: 5124.987793
	Iteration 7Q: 3 clusters Score -5630928 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -5631683.000000 Penalty: 5124.987793
	Iteration 8Q: 3 clusters Score -5631683 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -5632667.000000 Penalty: 5124.987793
	Iteration 9Q: 3 clusters Score -5632667 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -5633819.000000 Penalty: 5124.987793
	Iteration 10F: 3 clusters Score -5633819 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -5635010.000000 Penalty: 5124.987793
	Iteration 11Q: 3 clusters Score -5635010 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -5636018.000000 Penalty: 5124.987793
	Iteration 12Q: 3 clusters Score -5636018 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -5636703.500000 Penalty: 5124.987793
	Iteration 13Q: 3 clusters Score -5636704 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -5637154.000000 Penalty: 5124.987793
	Iteration 14Q: 3 clusters Score -5637154 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -5637500.500000 Penalty: 5124.987793
	Iteration 15Q: 3 clusters Score -5637500 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -5637739.500000 Penalty: 5124.987793
	Iteration 16Q: 3 clusters Score -5637740 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -5637943.500000 Penalty: 5124.987793
	Iteration 17Q: 3 clusters Score -5637944 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -5638131.000000 Penalty: 5124.987793
	Iteration 18Q: 3 clusters Score -5638131 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 26843 members 
Entering Unmasked Estep 
Score: -5638309.500000 Penalty: 5124.987793
	Iteration 19Q: 3 clusters Score -5638310 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -5638463.500000 Penalty: 5124.987793
	Iteration 20F: 3 clusters Score -5638464 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -5638623.500000 Penalty: 5124.987793
	Iteration 21Q: 3 clusters Score -5638624 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -5638756.500000 Penalty: 5124.987793
	Iteration 22Q: 3 clusters Score -5638756 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -5638860.500000 Penalty: 5124.987793
	Iteration 23Q: 3 clusters Score -5638860 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -5638945.000000 Penalty: 5124.987793
	Iteration 24Q: 3 clusters Score -5638945 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -5639003.500000 Penalty: 5124.987793
	Iteration 25Q: 3 clusters Score -5639004 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -5639092.000000 Penalty: 5124.987793
	Iteration 26Q: 3 clusters Score -5639092 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -5639179.000000 Penalty: 5124.987793
	Iteration 27Q: 3 clusters Score -5639179 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -5639251.500000 Penalty: 5124.987793
	Iteration 28Q: 3 clusters Score -5639252 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -5639295.000000 Penalty: 5124.987793
	Iteration 29Q: 3 clusters Score -5639295 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -5639383.000000 Penalty: 5124.987793
	Iteration 30Q: 3 clusters Score -5639383 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 29091 members 
Entering Unmasked Estep 
Score: -5639433.500000 Penalty: 5124.987793
	Iteration 31Q: 3 clusters Score -5639434 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -5639500.500000 Penalty: 5124.987793
	Iteration 32Q: 3 clusters Score -5639500 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -5639559.000000 Penalty: 5124.987793
	Iteration 33Q: 3 clusters Score -5639559 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -5639590.500000 Penalty: 5124.987793
	Iteration 34Q: 3 clusters Score -5639590 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -5639634.000000 Penalty: 5124.987793
	Iteration 35Q: 3 clusters Score -5639634 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -5639680.000000 Penalty: 5124.987793
	Iteration 36Q: 3 clusters Score -5639680 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -5639717.000000 Penalty: 5124.987793
	Iteration 37Q: 3 clusters Score -5639717 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -5639744.500000 Penalty: 5124.987793
	Iteration 38Q: 3 clusters Score -5639744 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -5639785.500000 Penalty: 5124.987793
	Iteration 39Q: 3 clusters Score -5639786 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -5639821.500000 Penalty: 5124.987793
	Iteration 40F: 3 clusters Score -5639822 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 29802 members 
Entering Unmasked Estep 
Score: -5639841.000000 Penalty: 5124.987793
	Iteration 41Q: 3 clusters Score -5639841 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 29838 members 
Entering Unmasked Estep 
Score: -5639867.000000 Penalty: 5124.987793
	Iteration 42Q: 3 clusters Score -5639867 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -5639888.500000 Penalty: 5124.987793
	Iteration 43Q: 3 clusters Score -5639888 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -5639905.000000 Penalty: 5124.987793
	Iteration 44Q: 3 clusters Score -5639905 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -5639907.000000 Penalty: 5124.987793
	Iteration 45Q: 3 clusters Score -5639907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -5639917.500000 Penalty: 5124.987793
	Iteration 46Q: 3 clusters Score -5639918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 29926 members 
Entering Unmasked Estep 
Score: -5639934.500000 Penalty: 5124.987793
	Iteration 47Q: 3 clusters Score -5639934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -5639943.500000 Penalty: 5124.987793
	Iteration 48Q: 3 clusters Score -5639944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -5639949.000000 Penalty: 5124.987793
	Iteration 49Q: 3 clusters Score -5639949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -5639954.000000 Penalty: 5124.987793
	Iteration 50Q: 3 clusters Score -5639954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -5639961.500000 Penalty: 5124.987793
	Iteration 51Q: 3 clusters Score -5639962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -5639968.500000 Penalty: 5124.987793
	Iteration 52Q: 3 clusters Score -5639968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 29981 members 
Entering Unmasked Estep 
Score: -5639967.500000 Penalty: 5124.987793
	Iteration 53Q: 3 clusters Score -5639968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -5639976.500000 Penalty: 5124.987793
	Iteration 54Q: 3 clusters Score -5639976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
Score: -5639975.500000 Penalty: 5124.987793
	Iteration 55Q: 3 clusters Score -5639976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -5639978.500000 Penalty: 5124.987793
	Iteration 56Q: 3 clusters Score -5639978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -5639985.500000 Penalty: 5124.987793
	Iteration 57Q: 3 clusters Score -5639986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -5639989.000000 Penalty: 5124.987793
	Iteration 58Q: 3 clusters Score -5639989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -5639991.000000 Penalty: 5124.987793
	Iteration 59Q: 3 clusters Score -5639991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -5639996.000000 Penalty: 5124.987793
	Iteration 60F: 3 clusters Score -5639996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -5640002.000000 Penalty: 5124.987793
	Iteration 61Q: 3 clusters Score -5640002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -5639996.500000 Penalty: 5124.987793
	Iteration 62Q: 3 clusters Score -5639996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -5640004.000000 Penalty: 5124.987793
	Iteration 63Q: 3 clusters Score -5640004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -5640006.500000 Penalty: 5124.987793
	Iteration 64Q: 3 clusters Score -5640006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 30060 members 
Entering Unmasked Estep 
Score: -5640012.500000 Penalty: 5124.987793
	Iteration 65Q: 3 clusters Score -5640012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -5640021.000000 Penalty: 5124.987793
	Iteration 66Q: 3 clusters Score -5640021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -5640020.000000 Penalty: 5124.987793
	Iteration 67Q: 3 clusters Score -5640020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -5640027.500000 Penalty: 5124.987793
	Iteration 68Q: 3 clusters Score -5640028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -5640029.000000 Penalty: 5124.987793
	Iteration 69Q: 3 clusters Score -5640029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -5640031.000000 Penalty: 5124.987793
	Iteration 70Q: 3 clusters Score -5640031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 30077 members 
Entering Unmasked Estep 
Score: -5640030.500000 Penalty: 5124.987793
	Iteration 71Q: 3 clusters Score -5640030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 30081 members 
Entering Unmasked Estep 
Score: -5640033.500000 Penalty: 5124.987793
	Iteration 72Q: 3 clusters Score -5640034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -5640031.500000 Penalty: 5124.987793
	Iteration 73Q: 3 clusters Score -5640032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -5640044.000000 Penalty: 5124.987793
	Iteration 74Q: 3 clusters Score -5640044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -5640051.000000 Penalty: 5124.987793
	Iteration 75Q: 3 clusters Score -5640051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -5640053.000000 Penalty: 5124.987793
	Iteration 76Q: 3 clusters Score -5640053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 30109 members 
Entering Unmasked Estep 
Score: -5640055.500000 Penalty: 5124.987793
	Iteration 77Q: 3 clusters Score -5640056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -5640055.000000 Penalty: 5124.987793
	Iteration 78Q: 3 clusters Score -5640055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -5640058.000000 Penalty: 5124.987793
	Iteration 79Q: 3 clusters Score -5640058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 30109 members 
Entering Unmasked Estep 
Score: -5640058.500000 Penalty: 5124.987793
	Iteration 80F: 3 clusters Score -5640058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (7953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Entering Unmasked Estep 
Score: -1455835.375000 Penalty: 2227.363525
	Iteration 0F: 2 clusters Score -1455835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1449445.000000 Penalty: 4454.727051
	Iteration 0F: 3 clusters Score -1449445 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1451175.375000 Penalty: 4454.727051
	Iteration 1F: 3 clusters Score -1451175 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1451432.125000 Penalty: 4454.727051
	Iteration 2F: 3 clusters Score -1451432 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1451662.000000 Penalty: 4454.727051
	Iteration 3Q: 3 clusters Score -1451662 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1451935.500000 Penalty: 4454.727051
	Iteration 4Q: 3 clusters Score -1451936 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1452201.875000 Penalty: 4454.727051
	Iteration 5Q: 3 clusters Score -1452202 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1452429.875000 Penalty: 4454.727051
	Iteration 6Q: 3 clusters Score -1452430 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1452638.125000 Penalty: 4454.727051
	Iteration 7Q: 3 clusters Score -1452638 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1452826.000000 Penalty: 4454.727051
	Iteration 8Q: 3 clusters Score -1452826 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1453031.500000 Penalty: 4454.727051
	Iteration 9Q: 3 clusters Score -1453032 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1453247.875000 Penalty: 4454.727051
	Iteration 10Q: 3 clusters Score -1453248 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1453502.750000 Penalty: 4454.727051
	Iteration 11Q: 3 clusters Score -1453503 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1453755.125000 Penalty: 4454.727051
	Iteration 12Q: 3 clusters Score -1453755 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1453956.375000 Penalty: 4454.727051
	Iteration 13Q: 3 clusters Score -1453956 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1454116.125000 Penalty: 4454.727051
	Iteration 14Q: 3 clusters Score -1454116 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1454198.875000 Penalty: 4454.727051
	Iteration 15Q: 3 clusters Score -1454199 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1454249.250000 Penalty: 4454.727051
	Iteration 16Q: 3 clusters Score -1454249 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1454274.000000 Penalty: 4454.727051
	Iteration 17Q: 3 clusters Score -1454274 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1454290.500000 Penalty: 4454.727051
	Iteration 18Q: 3 clusters Score -1454290 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1454300.125000 Penalty: 4454.727051
	Iteration 19Q: 3 clusters Score -1454300 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1454305.750000 Penalty: 4454.727051
	Iteration 20F: 3 clusters Score -1454306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1454314.750000 Penalty: 4454.727051
	Iteration 21Q: 3 clusters Score -1454315 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1454321.375000 Penalty: 4454.727051
	Iteration 22Q: 3 clusters Score -1454321 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1454330.875000 Penalty: 4454.727051
	Iteration 23Q: 3 clusters Score -1454331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1454334.250000 Penalty: 4454.727051
	Iteration 24Q: 3 clusters Score -1454334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1454335.750000 Penalty: 4454.727051
	Iteration 25Q: 3 clusters Score -1454336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1454335.125000 Penalty: 4454.727051
	Iteration 26Q: 3 clusters Score -1454335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1454339.250000 Penalty: 4454.727051
	Iteration 27Q: 3 clusters Score -1454339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1454340.000000 Penalty: 4454.727051
	Iteration 28Q: 3 clusters Score -1454340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1454340.625000 Penalty: 4454.727051
	Iteration 29Q: 3 clusters Score -1454341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1454340.625000 Penalty: 4454.727051
	Iteration 30F: 3 clusters Score -1454341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Entering Unmasked Estep 
Score: -212349.343750 Penalty: 1762.031372
	Iteration 0F: 2 clusters Score -212349.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -210319.328125 Penalty: 3524.062744
	Iteration 0F: 3 clusters Score -210319.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -210676.531250 Penalty: 3524.062744
	Iteration 1F: 3 clusters Score -210676.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -210788.062500 Penalty: 3524.062744
	Iteration 2F: 3 clusters Score -210788.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -210850.625000 Penalty: 3524.062744
	Iteration 3Q: 3 clusters Score -210850.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -210907.031250 Penalty: 3524.062744
	Iteration 4Q: 3 clusters Score -210907 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -210976.109375 Penalty: 3524.062744
	Iteration 5Q: 3 clusters Score -210976.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -211031.015625 Penalty: 3524.062744
	Iteration 6Q: 3 clusters Score -211031 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -211077.250000 Penalty: 3524.062744
	Iteration 7Q: 3 clusters Score -211077.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -211117.828125 Penalty: 3524.062744
	Iteration 8Q: 3 clusters Score -211117.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -211143.046875 Penalty: 3524.062744
	Iteration 9Q: 3 clusters Score -211143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -211176.093750 Penalty: 3524.062744
	Iteration 10Q: 3 clusters Score -211176.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -211187.281250 Penalty: 3524.062744
	Iteration 11Q: 3 clusters Score -211187.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -211192.546875 Penalty: 3524.062744
	Iteration 12Q: 3 clusters Score -211192.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -211196.046875 Penalty: 3524.062744
	Iteration 13Q: 3 clusters Score -211196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -211200.312500 Penalty: 3524.062744
	Iteration 14Q: 3 clusters Score -211200.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -211210.515625 Penalty: 3524.062744
	Iteration 15Q: 3 clusters Score -211210.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -211213.234375 Penalty: 3524.062744
	Iteration 16Q: 3 clusters Score -211213.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -211213.828125 Penalty: 3524.062744
	Iteration 17Q: 3 clusters Score -211213.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -211214.656250 Penalty: 3524.062744
	Iteration 18Q: 3 clusters Score -211214.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -211215.781250 Penalty: 3524.062744
	Iteration 19Q: 3 clusters Score -211215.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -211215.781250 Penalty: 3524.062744
	Iteration 20F: 3 clusters Score -211215.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Entering Unmasked Estep 
Score: -3161211.500000 Penalty: 2420.614258
	Iteration 0F: 2 clusters Score -3161212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -3148916.250000 Penalty: 4841.228516
	Iteration 0F: 3 clusters Score -3148916 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -3152978.250000 Penalty: 4841.228516
	Iteration 1F: 3 clusters Score -3152978 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -3153652.750000 Penalty: 4841.228516
	Iteration 2F: 3 clusters Score -3153653 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -3154382.250000 Penalty: 4841.228516
	Iteration 3F: 3 clusters Score -3154382 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -3155105.500000 Penalty: 4841.228516
	Iteration 4F: 3 clusters Score -3155106 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -3155826.500000 Penalty: 4841.228516
	Iteration 5F: 3 clusters Score -3155826 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -3156622.000000 Penalty: 4841.228516
	Iteration 6F: 3 clusters Score -3156622 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -3157441.250000 Penalty: 4841.228516
	Iteration 7F: 3 clusters Score -3157441 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -3158180.500000 Penalty: 4841.228516
	Iteration 8F: 3 clusters Score -3158180 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -3158715.000000 Penalty: 4841.228516
	Iteration 9F: 3 clusters Score -3158715 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -3159051.750000 Penalty: 4841.228516
	Iteration 10Q: 3 clusters Score -3159052 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -3159274.750000 Penalty: 4841.228516
	Iteration 11Q: 3 clusters Score -3159275 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -3159455.000000 Penalty: 4841.228516
	Iteration 12Q: 3 clusters Score -3159455 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -3159587.000000 Penalty: 4841.228516
	Iteration 13Q: 3 clusters Score -3159587 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -3159694.750000 Penalty: 4841.228516
	Iteration 14Q: 3 clusters Score -3159695 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -3159742.500000 Penalty: 4841.228516
	Iteration 15Q: 3 clusters Score -3159742 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -3159788.750000 Penalty: 4841.228516
	Iteration 16Q: 3 clusters Score -3159789 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -3159806.750000 Penalty: 4841.228516
	Iteration 17Q: 3 clusters Score -3159807 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -3159815.000000 Penalty: 4841.228516
	Iteration 18Q: 3 clusters Score -3159815 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -3159830.750000 Penalty: 4841.228516
	Iteration 19Q: 3 clusters Score -3159831 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -3159837.750000 Penalty: 4841.228516
	Iteration 20F: 3 clusters Score -3159838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -3159842.250000 Penalty: 4841.228516
	Iteration 21Q: 3 clusters Score -3159842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -3159841.500000 Penalty: 4841.228516
	Iteration 22Q: 3 clusters Score -3159842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -3159847.750000 Penalty: 4841.228516
	Iteration 23Q: 3 clusters Score -3159848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -3159853.250000 Penalty: 4841.228516
	Iteration 24Q: 3 clusters Score -3159853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -3159844.750000 Penalty: 4841.228516
	Iteration 25Q: 3 clusters Score -3159845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -3159852.750000 Penalty: 4841.228516
	Iteration 26Q: 3 clusters Score -3159853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -3159850.250000 Penalty: 4841.228516
	Iteration 27Q: 3 clusters Score -3159850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -3159849.750000 Penalty: 4841.228516
	Iteration 28Q: 3 clusters Score -3159850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -3159846.500000 Penalty: 4841.228516
	Iteration 29Q: 3 clusters Score -3159846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -3159848.250000 Penalty: 4841.228516
	Iteration 30Q: 3 clusters Score -3159848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -3159852.000000 Penalty: 4841.228516
	Iteration 31Q: 3 clusters Score -3159852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -3159851.250000 Penalty: 4841.228516
	Iteration 32Q: 3 clusters Score -3159851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -3159853.500000 Penalty: 4841.228516
	Iteration 33Q: 3 clusters Score -3159854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -3159854.250000 Penalty: 4841.228516
	Iteration 34Q: 3 clusters Score -3159854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -3159853.500000 Penalty: 4841.228516
	Iteration 35Q: 3 clusters Score -3159854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -3159853.500000 Penalty: 4841.228516
	Iteration 36F: 3 clusters Score -3159854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 34676 members 
Mstep: Class 3 contains 49186 members 
Mstep: Class 4 contains 44902 members 
Mstep: Class 5 contains 43138 members 
Mstep: Class 6 contains 45030 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45350 members 
Mstep: Class 11 contains 45002 members 
Mstep: Class 12 contains 47202 members 
Mstep: Class 13 contains 47115 members 
Mstep: Class 14 contains 36738 members 
Mstep: Class 15 contains 26477 members 
Mstep: Class 16 contains 43050 members 
Mstep: Class 17 contains 46037 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30719 members 
Mstep: Class 22 contains 7953 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17336 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 439Q: 25 clusters Score -1.112405e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 34683 members 
Mstep: Class 3 contains 49185 members 
Mstep: Class 4 contains 44893 members 
Mstep: Class 5 contains 43129 members 
Mstep: Class 6 contains 45033 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45353 members 
Mstep: Class 11 contains 45009 members 
Mstep: Class 12 contains 47168 members 
Mstep: Class 13 contains 47146 members 
Mstep: Class 14 contains 36743 members 
Mstep: Class 15 contains 26477 members 
Mstep: Class 16 contains 43047 members 
Mstep: Class 17 contains 46021 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30721 members 
Mstep: Class 22 contains 7966 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17337 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 440F: 25 clusters Score -1.112405e+08 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 34693 members 
Mstep: Class 3 contains 49189 members 
Mstep: Class 4 contains 44866 members 
Mstep: Class 5 contains 43116 members 
Mstep: Class 6 contains 45018 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45372 members 
Mstep: Class 11 contains 44999 members 
Mstep: Class 12 contains 47153 members 
Mstep: Class 13 contains 47180 members 
Mstep: Class 14 contains 36748 members 
Mstep: Class 15 contains 26479 members 
Mstep: Class 16 contains 43045 members 
Mstep: Class 17 contains 46007 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30726 members 
Mstep: Class 22 contains 7988 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17332 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 441Q: 25 clusters Score -1.112406e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 34702 members 
Mstep: Class 3 contains 49188 members 
Mstep: Class 4 contains 44851 members 
Mstep: Class 5 contains 43117 members 
Mstep: Class 6 contains 45007 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45382 members 
Mstep: Class 11 contains 45000 members 
Mstep: Class 12 contains 47143 members 
Mstep: Class 13 contains 47185 members 
Mstep: Class 14 contains 36759 members 
Mstep: Class 15 contains 26478 members 
Mstep: Class 16 contains 43018 members 
Mstep: Class 17 contains 46019 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30725 members 
Mstep: Class 22 contains 8008 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17329 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 442Q: 25 clusters Score -1.112406e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 34703 members 
Mstep: Class 3 contains 49176 members 
Mstep: Class 4 contains 44829 members 
Mstep: Class 5 contains 43110 members 
Mstep: Class 6 contains 44983 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45384 members 
Mstep: Class 11 contains 45005 members 
Mstep: Class 12 contains 47160 members 
Mstep: Class 13 contains 47187 members 
Mstep: Class 14 contains 36774 members 
Mstep: Class 15 contains 26477 members 
Mstep: Class 16 contains 43011 members 
Mstep: Class 17 contains 46031 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30725 members 
Mstep: Class 22 contains 8025 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17331 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 443Q: 25 clusters Score -1.112406e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 34685 members 
Mstep: Class 3 contains 49181 members 
Mstep: Class 4 contains 44843 members 
Mstep: Class 5 contains 43103 members 
Mstep: Class 6 contains 44969 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45373 members 
Mstep: Class 11 contains 44996 members 
Mstep: Class 12 contains 47173 members 
Mstep: Class 13 contains 47196 members 
Mstep: Class 14 contains 36786 members 
Mstep: Class 15 contains 26478 members 
Mstep: Class 16 contains 42999 members 
Mstep: Class 17 contains 46034 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30714 members 
Mstep: Class 22 contains 8053 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17328 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 444Q: 25 clusters Score -1.112407e+08 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 34664 members 
Mstep: Class 3 contains 49169 members 
Mstep: Class 4 contains 44848 members 
Mstep: Class 5 contains 43099 members 
Mstep: Class 6 contains 44969 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45363 members 
Mstep: Class 11 contains 44997 members 
Mstep: Class 12 contains 47183 members 
Mstep: Class 13 contains 47207 members 
Mstep: Class 14 contains 36792 members 
Mstep: Class 15 contains 26479 members 
Mstep: Class 16 contains 42985 members 
Mstep: Class 17 contains 46040 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30710 members 
Mstep: Class 22 contains 8079 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17327 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 445Q: 25 clusters Score -1.112406e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 34646 members 
Mstep: Class 3 contains 49161 members 
Mstep: Class 4 contains 44864 members 
Mstep: Class 5 contains 43088 members 
Mstep: Class 6 contains 44971 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45365 members 
Mstep: Class 11 contains 44995 members 
Mstep: Class 12 contains 47175 members 
Mstep: Class 13 contains 47209 members 
Mstep: Class 14 contains 36802 members 
Mstep: Class 15 contains 26481 members 
Mstep: Class 16 contains 42972 members 
Mstep: Class 17 contains 46059 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30698 members 
Mstep: Class 22 contains 8099 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17326 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 446Q: 25 clusters Score -1.112405e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 34629 members 
Mstep: Class 3 contains 49145 members 
Mstep: Class 4 contains 44873 members 
Mstep: Class 5 contains 43081 members 
Mstep: Class 6 contains 44962 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45377 members 
Mstep: Class 11 contains 44993 members 
Mstep: Class 12 contains 47168 members 
Mstep: Class 13 contains 47242 members 
Mstep: Class 14 contains 36804 members 
Mstep: Class 15 contains 26481 members 
Mstep: Class 16 contains 42954 members 
Mstep: Class 17 contains 46061 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30693 members 
Mstep: Class 22 contains 8123 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17325 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 447Q: 25 clusters Score -1.112406e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 34610 members 
Mstep: Class 3 contains 49123 members 
Mstep: Class 4 contains 44879 members 
Mstep: Class 5 contains 43085 members 
Mstep: Class 6 contains 44935 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45378 members 
Mstep: Class 11 contains 45004 members 
Mstep: Class 12 contains 47185 members 
Mstep: Class 13 contains 47267 members 
Mstep: Class 14 contains 36801 members 
Mstep: Class 15 contains 26484 members 
Mstep: Class 16 contains 42938 members 
Mstep: Class 17 contains 46070 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30680 members 
Mstep: Class 22 contains 8145 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240608.000000 Penalty: 79364.328125
Iteration 448Q: 25 clusters Score -1.112406e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 34611 members 
Mstep: Class 3 contains 49113 members 
Mstep: Class 4 contains 44884 members 
Mstep: Class 5 contains 43100 members 
Mstep: Class 6 contains 44927 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45358 members 
Mstep: Class 11 contains 45007 members 
Mstep: Class 12 contains 47208 members 
Mstep: Class 13 contains 47261 members 
Mstep: Class 14 contains 36792 members 
Mstep: Class 15 contains 26484 members 
Mstep: Class 16 contains 42921 members 
Mstep: Class 17 contains 46082 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30668 members 
Mstep: Class 22 contains 8164 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240528.000000 Penalty: 79364.328125
Iteration 449Q: 25 clusters Score -1.112405e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 34598 members 
Mstep: Class 3 contains 49111 members 
Mstep: Class 4 contains 44882 members 
Mstep: Class 5 contains 43111 members 
Mstep: Class 6 contains 44930 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45348 members 
Mstep: Class 11 contains 44999 members 
Mstep: Class 12 contains 47223 members 
Mstep: Class 13 contains 47274 members 
Mstep: Class 14 contains 36800 members 
Mstep: Class 15 contains 26486 members 
Mstep: Class 16 contains 42908 members 
Mstep: Class 17 contains 46065 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30656 members 
Mstep: Class 22 contains 8190 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240592.000000 Penalty: 79364.328125
Iteration 450Q: 25 clusters Score -1.112406e+08 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 34601 members 
Mstep: Class 3 contains 49114 members 
Mstep: Class 4 contains 44878 members 
Mstep: Class 5 contains 43117 members 
Mstep: Class 6 contains 44923 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45339 members 
Mstep: Class 11 contains 45001 members 
Mstep: Class 12 contains 47243 members 
Mstep: Class 13 contains 47251 members 
Mstep: Class 14 contains 36805 members 
Mstep: Class 15 contains 26488 members 
Mstep: Class 16 contains 42904 members 
Mstep: Class 17 contains 46051 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30650 members 
Mstep: Class 22 contains 8217 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240624.000000 Penalty: 79364.328125
Iteration 451Q: 25 clusters Score -1.112406e+08 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 34602 members 
Mstep: Class 3 contains 49122 members 
Mstep: Class 4 contains 44866 members 
Mstep: Class 5 contains 43126 members 
Mstep: Class 6 contains 44923 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45327 members 
Mstep: Class 11 contains 44994 members 
Mstep: Class 12 contains 47262 members 
Mstep: Class 13 contains 47217 members 
Mstep: Class 14 contains 36815 members 
Mstep: Class 15 contains 26491 members 
Mstep: Class 16 contains 42909 members 
Mstep: Class 17 contains 46037 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30650 members 
Mstep: Class 22 contains 8246 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240904.000000 Penalty: 79364.328125
Iteration 452Q: 25 clusters Score -1.112409e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 34609 members 
Mstep: Class 3 contains 49125 members 
Mstep: Class 4 contains 44865 members 
Mstep: Class 5 contains 43133 members 
Mstep: Class 6 contains 44910 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45328 members 
Mstep: Class 11 contains 44986 members 
Mstep: Class 12 contains 47252 members 
Mstep: Class 13 contains 47209 members 
Mstep: Class 14 contains 36826 members 
Mstep: Class 15 contains 26491 members 
Mstep: Class 16 contains 42915 members 
Mstep: Class 17 contains 46028 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30646 members 
Mstep: Class 22 contains 8270 members 
Mstep: Class 23 contains 1217 members 
Mstep: Class 24 contains 17319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240904.000000 Penalty: 79364.328125
Iteration 453Q: 25 clusters Score -1.112409e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 34598 members 
Mstep: Class 3 contains 49122 members 
Mstep: Class 4 contains 44858 members 
Mstep: Class 5 contains 43141 members 
Mstep: Class 6 contains 44910 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45324 members 
Mstep: Class 11 contains 44996 members 
Mstep: Class 12 contains 47248 members 
Mstep: Class 13 contains 47205 members 
Mstep: Class 14 contains 36817 members 
Mstep: Class 15 contains 26493 members 
Mstep: Class 16 contains 42922 members 
Mstep: Class 17 contains 46024 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30637 members 
Mstep: Class 22 contains 8298 members 
Mstep: Class 23 contains 1217 members 
Mstep: Class 24 contains 17319 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 454Q: 25 clusters Score -1.11241e+08 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 34597 members 
Mstep: Class 3 contains 49113 members 
Mstep: Class 4 contains 44842 members 
Mstep: Class 5 contains 43165 members 
Mstep: Class 6 contains 44914 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45325 members 
Mstep: Class 11 contains 44993 members 
Mstep: Class 12 contains 47256 members 
Mstep: Class 13 contains 47193 members 
Mstep: Class 14 contains 36815 members 
Mstep: Class 15 contains 26496 members 
Mstep: Class 16 contains 42915 members 
Mstep: Class 17 contains 46024 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30620 members 
Mstep: Class 22 contains 8324 members 
Mstep: Class 23 contains 1217 members 
Mstep: Class 24 contains 17320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241048.000000 Penalty: 79364.328125
Iteration 455Q: 25 clusters Score -1.11241e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 34590 members 
Mstep: Class 3 contains 49102 members 
Mstep: Class 4 contains 44837 members 
Mstep: Class 5 contains 43164 members 
Mstep: Class 6 contains 44922 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45329 members 
Mstep: Class 11 contains 44989 members 
Mstep: Class 12 contains 47265 members 
Mstep: Class 13 contains 47180 members 
Mstep: Class 14 contains 36818 members 
Mstep: Class 15 contains 26499 members 
Mstep: Class 16 contains 42916 members 
Mstep: Class 17 contains 46025 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30607 members 
Mstep: Class 22 contains 8350 members 
Mstep: Class 23 contains 1217 members 
Mstep: Class 24 contains 17319 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 456Q: 25 clusters Score -1.112411e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 34590 members 
Mstep: Class 3 contains 49092 members 
Mstep: Class 4 contains 44833 members 
Mstep: Class 5 contains 43182 members 
Mstep: Class 6 contains 44931 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45319 members 
Mstep: Class 11 contains 44984 members 
Mstep: Class 12 contains 47277 members 
Mstep: Class 13 contains 47157 members 
Mstep: Class 14 contains 36825 members 
Mstep: Class 15 contains 26499 members 
Mstep: Class 16 contains 42906 members 
Mstep: Class 17 contains 46030 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30598 members 
Mstep: Class 22 contains 8370 members 
Mstep: Class 23 contains 1217 members 
Mstep: Class 24 contains 17319 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 457Q: 25 clusters Score -1.112412e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 34585 members 
Mstep: Class 3 contains 49071 members 
Mstep: Class 4 contains 44836 members 
Mstep: Class 5 contains 43205 members 
Mstep: Class 6 contains 44930 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45323 members 
Mstep: Class 11 contains 44983 members 
Mstep: Class 12 contains 47279 members 
Mstep: Class 13 contains 47141 members 
Mstep: Class 14 contains 36838 members 
Mstep: Class 15 contains 26500 members 
Mstep: Class 16 contains 42917 members 
Mstep: Class 17 contains 46018 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30589 members 
Mstep: Class 22 contains 8378 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241408.000000 Penalty: 79364.328125
Iteration 458Q: 25 clusters Score -1.112414e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 34576 members 
Mstep: Class 3 contains 49049 members 
Mstep: Class 4 contains 44840 members 
Mstep: Class 5 contains 43234 members 
Mstep: Class 6 contains 44930 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45327 members 
Mstep: Class 11 contains 44978 members 
Mstep: Class 12 contains 47291 members 
Mstep: Class 13 contains 47110 members 
Mstep: Class 14 contains 36852 members 
Mstep: Class 15 contains 26501 members 
Mstep: Class 16 contains 42916 members 
Mstep: Class 17 contains 46018 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30582 members 
Mstep: Class 22 contains 8389 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241392.000000 Penalty: 79364.328125
Iteration 459Q: 25 clusters Score -1.112414e+08 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 34576 members 
Mstep: Class 3 contains 49041 members 
Mstep: Class 4 contains 44837 members 
Mstep: Class 5 contains 43241 members 
Mstep: Class 6 contains 44922 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45326 members 
Mstep: Class 11 contains 44973 members 
Mstep: Class 12 contains 47296 members 
Mstep: Class 13 contains 47109 members 
Mstep: Class 14 contains 36844 members 
Mstep: Class 15 contains 26502 members 
Mstep: Class 16 contains 42925 members 
Mstep: Class 17 contains 46019 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30581 members 
Mstep: Class 22 contains 8401 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241464.000000 Penalty: 79364.328125
Iteration 460F: 25 clusters Score -1.112415e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 34570 members 
Mstep: Class 3 contains 49030 members 
Mstep: Class 4 contains 44844 members 
Mstep: Class 5 contains 43249 members 
Mstep: Class 6 contains 44912 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45321 members 
Mstep: Class 11 contains 44975 members 
Mstep: Class 12 contains 47304 members 
Mstep: Class 13 contains 47102 members 
Mstep: Class 14 contains 36847 members 
Mstep: Class 15 contains 26501 members 
Mstep: Class 16 contains 42924 members 
Mstep: Class 17 contains 46016 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30579 members 
Mstep: Class 22 contains 8422 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241472.000000 Penalty: 79364.328125
Iteration 461Q: 25 clusters Score -1.112415e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 34566 members 
Mstep: Class 3 contains 49031 members 
Mstep: Class 4 contains 44856 members 
Mstep: Class 5 contains 43268 members 
Mstep: Class 6 contains 44917 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45307 members 
Mstep: Class 11 contains 44982 members 
Mstep: Class 12 contains 47292 members 
Mstep: Class 13 contains 47067 members 
Mstep: Class 14 contains 36851 members 
Mstep: Class 15 contains 26504 members 
Mstep: Class 16 contains 42932 members 
Mstep: Class 17 contains 46009 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30574 members 
Mstep: Class 22 contains 8445 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241568.000000 Penalty: 79364.328125
Iteration 462Q: 25 clusters Score -1.112416e+08 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 34559 members 
Mstep: Class 3 contains 49032 members 
Mstep: Class 4 contains 44867 members 
Mstep: Class 5 contains 43257 members 
Mstep: Class 6 contains 44916 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45301 members 
Mstep: Class 11 contains 44984 members 
Mstep: Class 12 contains 47277 members 
Mstep: Class 13 contains 47068 members 
Mstep: Class 14 contains 36862 members 
Mstep: Class 15 contains 26507 members 
Mstep: Class 16 contains 42945 members 
Mstep: Class 17 contains 46005 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30557 members 
Mstep: Class 22 contains 8463 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241544.000000 Penalty: 79364.328125
Iteration 463Q: 25 clusters Score -1.112415e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 34550 members 
Mstep: Class 3 contains 49030 members 
Mstep: Class 4 contains 44876 members 
Mstep: Class 5 contains 43251 members 
Mstep: Class 6 contains 44886 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45311 members 
Mstep: Class 11 contains 44990 members 
Mstep: Class 12 contains 47265 members 
Mstep: Class 13 contains 47084 members 
Mstep: Class 14 contains 36862 members 
Mstep: Class 15 contains 26507 members 
Mstep: Class 16 contains 42956 members 
Mstep: Class 17 contains 46013 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30544 members 
Mstep: Class 22 contains 8478 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241424.000000 Penalty: 79364.328125
Iteration 464Q: 25 clusters Score -1.112414e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 34558 members 
Mstep: Class 3 contains 49033 members 
Mstep: Class 4 contains 44884 members 
Mstep: Class 5 contains 43231 members 
Mstep: Class 6 contains 44857 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45304 members 
Mstep: Class 11 contains 44991 members 
Mstep: Class 12 contains 47270 members 
Mstep: Class 13 contains 47094 members 
Mstep: Class 14 contains 36864 members 
Mstep: Class 15 contains 26505 members 
Mstep: Class 16 contains 42969 members 
Mstep: Class 17 contains 46029 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30526 members 
Mstep: Class 22 contains 8488 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241592.000000 Penalty: 79364.328125
Iteration 465Q: 25 clusters Score -1.112416e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 34560 members 
Mstep: Class 3 contains 49035 members 
Mstep: Class 4 contains 44884 members 
Mstep: Class 5 contains 43221 members 
Mstep: Class 6 contains 44844 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45293 members 
Mstep: Class 11 contains 44989 members 
Mstep: Class 12 contains 47274 members 
Mstep: Class 13 contains 47100 members 
Mstep: Class 14 contains 36857 members 
Mstep: Class 15 contains 26507 members 
Mstep: Class 16 contains 42979 members 
Mstep: Class 17 contains 46037 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30522 members 
Mstep: Class 22 contains 8500 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241616.000000 Penalty: 79364.328125
Iteration 466Q: 25 clusters Score -1.112416e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 34567 members 
Mstep: Class 3 contains 49030 members 
Mstep: Class 4 contains 44885 members 
Mstep: Class 5 contains 43206 members 
Mstep: Class 6 contains 44828 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45294 members 
Mstep: Class 11 contains 44993 members 
Mstep: Class 12 contains 47278 members 
Mstep: Class 13 contains 47090 members 
Mstep: Class 14 contains 36856 members 
Mstep: Class 15 contains 26509 members 
Mstep: Class 16 contains 42992 members 
Mstep: Class 17 contains 46045 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30513 members 
Mstep: Class 22 contains 8513 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241504.000000 Penalty: 79364.328125
Iteration 467Q: 25 clusters Score -1.112415e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 34564 members 
Mstep: Class 3 contains 49027 members 
Mstep: Class 4 contains 44893 members 
Mstep: Class 5 contains 43208 members 
Mstep: Class 6 contains 44807 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45293 members 
Mstep: Class 11 contains 44992 members 
Mstep: Class 12 contains 47285 members 
Mstep: Class 13 contains 47081 members 
Mstep: Class 14 contains 36863 members 
Mstep: Class 15 contains 26510 members 
Mstep: Class 16 contains 43001 members 
Mstep: Class 17 contains 46047 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30507 members 
Mstep: Class 22 contains 8521 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241424.000000 Penalty: 79364.328125
Iteration 468Q: 25 clusters Score -1.112414e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 34556 members 
Mstep: Class 3 contains 49025 members 
Mstep: Class 4 contains 44902 members 
Mstep: Class 5 contains 43219 members 
Mstep: Class 6 contains 44790 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45278 members 
Mstep: Class 11 contains 44991 members 
Mstep: Class 12 contains 47288 members 
Mstep: Class 13 contains 47086 members 
Mstep: Class 14 contains 36866 members 
Mstep: Class 15 contains 26511 members 
Mstep: Class 16 contains 43008 members 
Mstep: Class 17 contains 46052 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30501 members 
Mstep: Class 22 contains 8525 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241448.000000 Penalty: 79364.328125
Iteration 469Q: 25 clusters Score -1.112414e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 34556 members 
Mstep: Class 3 contains 49022 members 
Mstep: Class 4 contains 44921 members 
Mstep: Class 5 contains 43227 members 
Mstep: Class 6 contains 44774 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45262 members 
Mstep: Class 11 contains 44986 members 
Mstep: Class 12 contains 47286 members 
Mstep: Class 13 contains 47097 members 
Mstep: Class 14 contains 36865 members 
Mstep: Class 15 contains 26513 members 
Mstep: Class 16 contains 43010 members 
Mstep: Class 17 contains 46050 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30495 members 
Mstep: Class 22 contains 8533 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241488.000000 Penalty: 79364.328125
Iteration 470Q: 25 clusters Score -1.112415e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 34557 members 
Mstep: Class 3 contains 49028 members 
Mstep: Class 4 contains 44936 members 
Mstep: Class 5 contains 43225 members 
Mstep: Class 6 contains 44758 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45252 members 
Mstep: Class 11 contains 44992 members 
Mstep: Class 12 contains 47249 members 
Mstep: Class 13 contains 47120 members 
Mstep: Class 14 contains 36866 members 
Mstep: Class 15 contains 26513 members 
Mstep: Class 16 contains 43019 members 
Mstep: Class 17 contains 46054 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30492 members 
Mstep: Class 22 contains 8537 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241464.000000 Penalty: 79364.328125
Iteration 471Q: 25 clusters Score -1.112415e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 34552 members 
Mstep: Class 3 contains 49026 members 
Mstep: Class 4 contains 44947 members 
Mstep: Class 5 contains 43221 members 
Mstep: Class 6 contains 44761 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45258 members 
Mstep: Class 11 contains 44992 members 
Mstep: Class 12 contains 47209 members 
Mstep: Class 13 contains 47130 members 
Mstep: Class 14 contains 36867 members 
Mstep: Class 15 contains 26514 members 
Mstep: Class 16 contains 43027 members 
Mstep: Class 17 contains 46057 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30493 members 
Mstep: Class 22 contains 8545 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241656.000000 Penalty: 79364.328125
Iteration 472Q: 25 clusters Score -1.112417e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 34545 members 
Mstep: Class 3 contains 49023 members 
Mstep: Class 4 contains 44950 members 
Mstep: Class 5 contains 43230 members 
Mstep: Class 6 contains 44752 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45268 members 
Mstep: Class 11 contains 44989 members 
Mstep: Class 12 contains 47177 members 
Mstep: Class 13 contains 47139 members 
Mstep: Class 14 contains 36865 members 
Mstep: Class 15 contains 26516 members 
Mstep: Class 16 contains 43042 members 
Mstep: Class 17 contains 46060 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30490 members 
Mstep: Class 22 contains 8551 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241704.000000 Penalty: 79364.328125
Iteration 473Q: 25 clusters Score -1.112417e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 34545 members 
Mstep: Class 3 contains 49022 members 
Mstep: Class 4 contains 44945 members 
Mstep: Class 5 contains 43225 members 
Mstep: Class 6 contains 44759 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45265 members 
Mstep: Class 11 contains 44983 members 
Mstep: Class 12 contains 47155 members 
Mstep: Class 13 contains 47149 members 
Mstep: Class 14 contains 36867 members 
Mstep: Class 15 contains 26518 members 
Mstep: Class 16 contains 43051 members 
Mstep: Class 17 contains 46071 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30483 members 
Mstep: Class 22 contains 8558 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241896.000000 Penalty: 79364.328125
Iteration 474Q: 25 clusters Score -1.112419e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 34543 members 
Mstep: Class 3 contains 49022 members 
Mstep: Class 4 contains 44938 members 
Mstep: Class 5 contains 43222 members 
Mstep: Class 6 contains 44756 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45276 members 
Mstep: Class 11 contains 44985 members 
Mstep: Class 12 contains 47123 members 
Mstep: Class 13 contains 47168 members 
Mstep: Class 14 contains 36864 members 
Mstep: Class 15 contains 26516 members 
Mstep: Class 16 contains 43070 members 
Mstep: Class 17 contains 46072 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30478 members 
Mstep: Class 22 contains 8564 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241896.000000 Penalty: 79364.328125
Iteration 475Q: 25 clusters Score -1.112419e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 34542 members 
Mstep: Class 3 contains 49024 members 
Mstep: Class 4 contains 44928 members 
Mstep: Class 5 contains 43213 members 
Mstep: Class 6 contains 44757 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45288 members 
Mstep: Class 11 contains 44983 members 
Mstep: Class 12 contains 47112 members 
Mstep: Class 13 contains 47174 members 
Mstep: Class 14 contains 36859 members 
Mstep: Class 15 contains 26515 members 
Mstep: Class 16 contains 43088 members 
Mstep: Class 17 contains 46077 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30469 members 
Mstep: Class 22 contains 8570 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241688.000000 Penalty: 79364.328125
Iteration 476Q: 25 clusters Score -1.112417e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 34537 members 
Mstep: Class 3 contains 49021 members 
Mstep: Class 4 contains 44922 members 
Mstep: Class 5 contains 43205 members 
Mstep: Class 6 contains 44749 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45296 members 
Mstep: Class 11 contains 44989 members 
Mstep: Class 12 contains 47115 members 
Mstep: Class 13 contains 47164 members 
Mstep: Class 14 contains 36865 members 
Mstep: Class 15 contains 26514 members 
Mstep: Class 16 contains 43106 members 
Mstep: Class 17 contains 46080 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30463 members 
Mstep: Class 22 contains 8577 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241712.000000 Penalty: 79364.328125
Iteration 477Q: 25 clusters Score -1.112417e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 34545 members 
Mstep: Class 3 contains 49024 members 
Mstep: Class 4 contains 44921 members 
Mstep: Class 5 contains 43195 members 
Mstep: Class 6 contains 44748 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45287 members 
Mstep: Class 11 contains 44986 members 
Mstep: Class 12 contains 47109 members 
Mstep: Class 13 contains 47153 members 
Mstep: Class 14 contains 36871 members 
Mstep: Class 15 contains 26513 members 
Mstep: Class 16 contains 43135 members 
Mstep: Class 17 contains 46076 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30457 members 
Mstep: Class 22 contains 8586 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241680.000000 Penalty: 79364.328125
Iteration 478Q: 25 clusters Score -1.112417e+08 nChanged 234
Entering ConstructFrom: 
Score: -111241680.000000 Penalty: 79364.328125
Entering ConstructFrom: 
Trying to split cluster 1 (2551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Entering Unmasked Estep 
Score: -431927.687500 Penalty: 1945.371704
	Iteration 0F: 2 clusters Score -431927.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -428991.968750 Penalty: 3890.743408
	Iteration 0F: 3 clusters Score -428992 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -429908.718750 Penalty: 3890.743408
	Iteration 1F: 3 clusters Score -429908.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -430327.968750 Penalty: 3890.743408
	Iteration 2F: 3 clusters Score -430328 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -430592.750000 Penalty: 3890.743408
	Iteration 3F: 3 clusters Score -430592.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -430806.937500 Penalty: 3890.743408
	Iteration 4F: 3 clusters Score -430806.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -430971.031250 Penalty: 3890.743408
	Iteration 5Q: 3 clusters Score -430971 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -431126.750000 Penalty: 3890.743408
	Iteration 6Q: 3 clusters Score -431126.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -431271.125000 Penalty: 3890.743408
	Iteration 7Q: 3 clusters Score -431271.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -431377.281250 Penalty: 3890.743408
	Iteration 8Q: 3 clusters Score -431377.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -431426.031250 Penalty: 3890.743408
	Iteration 9Q: 3 clusters Score -431426 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -431466.000000 Penalty: 3890.743408
	Iteration 10Q: 3 clusters Score -431466 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -431501.187500 Penalty: 3890.743408
	Iteration 11Q: 3 clusters Score -431501.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -431531.031250 Penalty: 3890.743408
	Iteration 12Q: 3 clusters Score -431531 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -431558.187500 Penalty: 3890.743408
	Iteration 13Q: 3 clusters Score -431558.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -431586.656250 Penalty: 3890.743408
	Iteration 14Q: 3 clusters Score -431586.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -431629.187500 Penalty: 3890.743408
	Iteration 15Q: 3 clusters Score -431629.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -431669.843750 Penalty: 3890.743408
	Iteration 16Q: 3 clusters Score -431669.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -431688.968750 Penalty: 3890.743408
	Iteration 17Q: 3 clusters Score -431689 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -431701.000000 Penalty: 3890.743408
	Iteration 18Q: 3 clusters Score -431701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -431707.156250 Penalty: 3890.743408
	Iteration 19Q: 3 clusters Score -431707.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -431717.875000 Penalty: 3890.743408
	Iteration 20F: 3 clusters Score -431717.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -431726.625000 Penalty: 3890.743408
	Iteration 21Q: 3 clusters Score -431726.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -431733.406250 Penalty: 3890.743408
	Iteration 22Q: 3 clusters Score -431733.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -431742.687500 Penalty: 3890.743408
	Iteration 23Q: 3 clusters Score -431742.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -431749.812500 Penalty: 3890.743408
	Iteration 24Q: 3 clusters Score -431749.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -431754.375000 Penalty: 3890.743408
	Iteration 25Q: 3 clusters Score -431754.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -431759.718750 Penalty: 3890.743408
	Iteration 26Q: 3 clusters Score -431759.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -431760.937500 Penalty: 3890.743408
	Iteration 27Q: 3 clusters Score -431760.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -431763.031250 Penalty: 3890.743408
	Iteration 28Q: 3 clusters Score -431763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -431764.781250 Penalty: 3890.743408
	Iteration 29Q: 3 clusters Score -431764.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -431765.468750 Penalty: 3890.743408
	Iteration 30Q: 3 clusters Score -431765.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -431766.781250 Penalty: 3890.743408
	Iteration 31Q: 3 clusters Score -431766.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -431767.906250 Penalty: 3890.743408
	Iteration 32Q: 3 clusters Score -431767.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -431768.062500 Penalty: 3890.743408
	Iteration 33Q: 3 clusters Score -431768.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -431768.687500 Penalty: 3890.743408
	Iteration 34Q: 3 clusters Score -431768.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -431768.687500 Penalty: 3890.743408
	Iteration 35F: 3 clusters Score -431768.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (34540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Entering Unmasked Estep 
Score: -6291880.000000 Penalty: 2591.568604
	Iteration 0F: 2 clusters Score -6291880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -6268447.000000 Penalty: 5183.137207
	Iteration 0F: 3 clusters Score -6268447 nChanged 15618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -6276928.000000 Penalty: 5183.137207
	Iteration 1F: 3 clusters Score -6276928 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -6277408.500000 Penalty: 5183.137207
	Iteration 2Q: 3 clusters Score -6277408 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -6277959.000000 Penalty: 5183.137207
	Iteration 3Q: 3 clusters Score -6277959 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -6278546.000000 Penalty: 5183.137207
	Iteration 4Q: 3 clusters Score -6278546 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -6279318.000000 Penalty: 5183.137207
	Iteration 5Q: 3 clusters Score -6279318 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -6280318.000000 Penalty: 5183.137207
	Iteration 6Q: 3 clusters Score -6280318 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -6281737.500000 Penalty: 5183.137207
	Iteration 7F: 3 clusters Score -6281738 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -6283479.000000 Penalty: 5183.137207
	Iteration 8F: 3 clusters Score -6283479 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -6285379.000000 Penalty: 5183.137207
	Iteration 9F: 3 clusters Score -6285379 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -6287031.500000 Penalty: 5183.137207
	Iteration 10F: 3 clusters Score -6287032 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -6288211.500000 Penalty: 5183.137207
	Iteration 11Q: 3 clusters Score -6288212 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -6288901.000000 Penalty: 5183.137207
	Iteration 12Q: 3 clusters Score -6288901 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -6289245.500000 Penalty: 5183.137207
	Iteration 13Q: 3 clusters Score -6289246 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -6289397.000000 Penalty: 5183.137207
	Iteration 14Q: 3 clusters Score -6289397 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6289465.000000 Penalty: 5183.137207
	Iteration 15Q: 3 clusters Score -6289465 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34225 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -6289527.500000 Penalty: 5183.137207
	Iteration 16Q: 3 clusters Score -6289528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34243 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6289557.500000 Penalty: 5183.137207
	Iteration 17Q: 3 clusters Score -6289558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34253 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6289574.000000 Penalty: 5183.137207
	Iteration 18Q: 3 clusters Score -6289574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -6289593.500000 Penalty: 5183.137207
	Iteration 19Q: 3 clusters Score -6289594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34279 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -6289618.500000 Penalty: 5183.137207
	Iteration 20F: 3 clusters Score -6289618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34281 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -6289626.000000 Penalty: 5183.137207
	Iteration 21Q: 3 clusters Score -6289626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -6289635.500000 Penalty: 5183.137207
	Iteration 22Q: 3 clusters Score -6289636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -6289645.000000 Penalty: 5183.137207
	Iteration 23Q: 3 clusters Score -6289645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6289654.000000 Penalty: 5183.137207
	Iteration 24Q: 3 clusters Score -6289654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -6289661.000000 Penalty: 5183.137207
	Iteration 25Q: 3 clusters Score -6289661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -6289664.500000 Penalty: 5183.137207
	Iteration 26Q: 3 clusters Score -6289664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -6289665.500000 Penalty: 5183.137207
	Iteration 27Q: 3 clusters Score -6289666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -6289670.000000 Penalty: 5183.137207
	Iteration 28Q: 3 clusters Score -6289670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6289664.500000 Penalty: 5183.137207
	Iteration 29Q: 3 clusters Score -6289664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6289664.500000 Penalty: 5183.137207
	Iteration 30F: 3 clusters Score -6289664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (49024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49024 members 
Entering Unmasked Estep 
Score: -8972053.000000 Penalty: 2678.416016
	Iteration 0F: 2 clusters Score -8972053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24456 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -8941092.000000 Penalty: 5356.832031
	Iteration 0F: 3 clusters Score -8941092 nChanged 22620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 25588 members 
Entering Unmasked Estep 
Score: -8953724.000000 Penalty: 5356.832031
	Iteration 1F: 3 clusters Score -8953724 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -8954362.000000 Penalty: 5356.832031
	Iteration 2Q: 3 clusters Score -8954362 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -8955104.000000 Penalty: 5356.832031
	Iteration 3Q: 3 clusters Score -8955104 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -8955916.000000 Penalty: 5356.832031
	Iteration 4Q: 3 clusters Score -8955916 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -8957125.000000 Penalty: 5356.832031
	Iteration 5F: 3 clusters Score -8957125 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -8958719.000000 Penalty: 5356.832031
	Iteration 6F: 3 clusters Score -8958719 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -8960892.000000 Penalty: 5356.832031
	Iteration 7F: 3 clusters Score -8960892 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -8963661.000000 Penalty: 5356.832031
	Iteration 8F: 3 clusters Score -8963661 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 42959 members 
Entering Unmasked Estep 
Score: -8966142.000000 Penalty: 5356.832031
	Iteration 9F: 3 clusters Score -8966142 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -8967973.000000 Penalty: 5356.832031
	Iteration 10F: 3 clusters Score -8967973 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 47041 members 
Entering Unmasked Estep 
Score: -8968914.000000 Penalty: 5356.832031
	Iteration 11Q: 3 clusters Score -8968914 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 47890 members 
Entering Unmasked Estep 
Score: -8969402.000000 Penalty: 5356.832031
	Iteration 12Q: 3 clusters Score -8969402 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 48298 members 
Entering Unmasked Estep 
Score: -8969609.000000 Penalty: 5356.832031
	Iteration 13Q: 3 clusters Score -8969609 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 48483 members 
Entering Unmasked Estep 
Score: -8969724.000000 Penalty: 5356.832031
	Iteration 14Q: 3 clusters Score -8969724 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 48563 members 
Entering Unmasked Estep 
Score: -8969798.000000 Penalty: 5356.832031
	Iteration 15Q: 3 clusters Score -8969798 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 48614 members 
Entering Unmasked Estep 
Score: -8969850.000000 Penalty: 5356.832031
	Iteration 16Q: 3 clusters Score -8969850 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 48647 members 
Entering Unmasked Estep 
Score: -8969869.000000 Penalty: 5356.832031
	Iteration 17Q: 3 clusters Score -8969869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 48654 members 
Entering Unmasked Estep 
Score: -8969876.000000 Penalty: 5356.832031
	Iteration 18Q: 3 clusters Score -8969876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 48663 members 
Entering Unmasked Estep 
Score: -8969893.000000 Penalty: 5356.832031
	Iteration 19Q: 3 clusters Score -8969893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 48663 members 
Entering Unmasked Estep 
Score: -8969890.000000 Penalty: 5356.832031
	Iteration 20F: 3 clusters Score -8969890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 48664 members 
Entering Unmasked Estep 
Score: -8969890.000000 Penalty: 5356.832031
	Iteration 21Q: 3 clusters Score -8969890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 48669 members 
Entering Unmasked Estep 
Score: -8969891.000000 Penalty: 5356.832031
	Iteration 22Q: 3 clusters Score -8969891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 48674 members 
Entering Unmasked Estep 
Score: -8969899.000000 Penalty: 5356.832031
	Iteration 23Q: 3 clusters Score -8969899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 48681 members 
Entering Unmasked Estep 
Score: -8969908.000000 Penalty: 5356.832031
	Iteration 24Q: 3 clusters Score -8969908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 48687 members 
Entering Unmasked Estep 
Score: -8969909.000000 Penalty: 5356.832031
	Iteration 25Q: 3 clusters Score -8969909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 48689 members 
Entering Unmasked Estep 
Score: -8969919.000000 Penalty: 5356.832031
	Iteration 26Q: 3 clusters Score -8969919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 48692 members 
Entering Unmasked Estep 
Score: -8969916.000000 Penalty: 5356.832031
	Iteration 27Q: 3 clusters Score -8969916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 48691 members 
Entering Unmasked Estep 
Score: -8969909.000000 Penalty: 5356.832031
	Iteration 28Q: 3 clusters Score -8969909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 48692 members 
Entering Unmasked Estep 
Score: -8969916.000000 Penalty: 5356.832031
	Iteration 29Q: 3 clusters Score -8969916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 48692 members 
Entering Unmasked Estep 
Score: -8969916.000000 Penalty: 5356.832031
	Iteration 30F: 3 clusters Score -8969916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44925 members 
Entering Unmasked Estep 
Score: -8307633.000000 Penalty: 2656.761963
	Iteration 0F: 2 clusters Score -8307633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -8278467.500000 Penalty: 5313.523926
	Iteration 0F: 3 clusters Score -8278468 nChanged 20766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -8289932.000000 Penalty: 5313.523926
	Iteration 1F: 3 clusters Score -8289932 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -8290419.500000 Penalty: 5313.523926
	Iteration 2Q: 3 clusters Score -8290420 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -8290826.000000 Penalty: 5313.523926
	Iteration 3Q: 3 clusters Score -8290826 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -8291190.500000 Penalty: 5313.523926
	Iteration 4Q: 3 clusters Score -8291190 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -8291612.500000 Penalty: 5313.523926
	Iteration 5Q: 3 clusters Score -8291612 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -8292022.500000 Penalty: 5313.523926
	Iteration 6Q: 3 clusters Score -8292022 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -8292411.000000 Penalty: 5313.523926
	Iteration 7Q: 3 clusters Score -8292411 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -8292764.500000 Penalty: 5313.523926
	Iteration 8Q: 3 clusters Score -8292764 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22963 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -8293278.000000 Penalty: 5313.523926
	Iteration 9Q: 3 clusters Score -8293278 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -8293898.000000 Penalty: 5313.523926
	Iteration 10Q: 3 clusters Score -8293898 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -8294812.000000 Penalty: 5313.523926
	Iteration 11Q: 3 clusters Score -8294812 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -8296203.500000 Penalty: 5313.523926
	Iteration 12Q: 3 clusters Score -8296204 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -8298059.500000 Penalty: 5313.523926
	Iteration 13F: 3 clusters Score -8298060 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -8299656.500000 Penalty: 5313.523926
	Iteration 14F: 3 clusters Score -8299656 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -8300640.000000 Penalty: 5313.523926
	Iteration 15Q: 3 clusters Score -8300640 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -8301233.500000 Penalty: 5313.523926
	Iteration 16Q: 3 clusters Score -8301234 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -8301784.000000 Penalty: 5313.523926
	Iteration 17Q: 3 clusters Score -8301784 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -8302342.500000 Penalty: 5313.523926
	Iteration 18Q: 3 clusters Score -8302342 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -8302878.500000 Penalty: 5313.523926
	Iteration 19Q: 3 clusters Score -8302878 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -8303411.000000 Penalty: 5313.523926
	Iteration 20F: 3 clusters Score -8303411 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -8303838.500000 Penalty: 5313.523926
	Iteration 21Q: 3 clusters Score -8303838 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -8304155.500000 Penalty: 5313.523926
	Iteration 22Q: 3 clusters Score -8304156 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -8304355.500000 Penalty: 5313.523926
	Iteration 23Q: 3 clusters Score -8304356 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -8304433.500000 Penalty: 5313.523926
	Iteration 24Q: 3 clusters Score -8304434 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -8304503.000000 Penalty: 5313.523926
	Iteration 25Q: 3 clusters Score -8304503 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -8304539.500000 Penalty: 5313.523926
	Iteration 26Q: 3 clusters Score -8304540 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -8304568.500000 Penalty: 5313.523926
	Iteration 27Q: 3 clusters Score -8304568 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -8304595.500000 Penalty: 5313.523926
	Iteration 28Q: 3 clusters Score -8304596 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -8304599.500000 Penalty: 5313.523926
	Iteration 29Q: 3 clusters Score -8304600 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -8304610.500000 Penalty: 5313.523926
	Iteration 30Q: 3 clusters Score -8304610 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -8304630.000000 Penalty: 5313.523926
	Iteration 31Q: 3 clusters Score -8304630 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -8304636.500000 Penalty: 5313.523926
	Iteration 32Q: 3 clusters Score -8304636 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -8304636.500000 Penalty: 5313.523926
	Iteration 33Q: 3 clusters Score -8304636 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24414 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -8304633.500000 Penalty: 5313.523926
	Iteration 34Q: 3 clusters Score -8304634 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -8304636.000000 Penalty: 5313.523926
	Iteration 35Q: 3 clusters Score -8304636 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -8304651.000000 Penalty: 5313.523926
	Iteration 36Q: 3 clusters Score -8304651 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -8304664.000000 Penalty: 5313.523926
	Iteration 37Q: 3 clusters Score -8304664 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -8304662.000000 Penalty: 5313.523926
	Iteration 38Q: 3 clusters Score -8304662 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -8304649.500000 Penalty: 5313.523926
	Iteration 39Q: 3 clusters Score -8304650 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24413 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -8304642.000000 Penalty: 5313.523926
	Iteration 40F: 3 clusters Score -8304642 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -8304646.500000 Penalty: 5313.523926
	Iteration 41Q: 3 clusters Score -8304646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -8304638.000000 Penalty: 5313.523926
	Iteration 42Q: 3 clusters Score -8304638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -8304651.500000 Penalty: 5313.523926
	Iteration 43Q: 3 clusters Score -8304652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -8304650.000000 Penalty: 5313.523926
	Iteration 44Q: 3 clusters Score -8304650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -8304647.000000 Penalty: 5313.523926
	Iteration 45Q: 3 clusters Score -8304647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24390 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -8304660.000000 Penalty: 5313.523926
	Iteration 46Q: 3 clusters Score -8304660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -8304670.000000 Penalty: 5313.523926
	Iteration 47Q: 3 clusters Score -8304670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -8304666.500000 Penalty: 5313.523926
	Iteration 48Q: 3 clusters Score -8304666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -8304657.000000 Penalty: 5313.523926
	Iteration 49Q: 3 clusters Score -8304657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -8304674.000000 Penalty: 5313.523926
	Iteration 50Q: 3 clusters Score -8304674 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -8304671.500000 Penalty: 5313.523926
	Iteration 51Q: 3 clusters Score -8304672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24397 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -8304671.000000 Penalty: 5313.523926
	Iteration 52Q: 3 clusters Score -8304671 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -8304674.500000 Penalty: 5313.523926
	Iteration 53Q: 3 clusters Score -8304674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -8304659.000000 Penalty: 5313.523926
	Iteration 54Q: 3 clusters Score -8304659 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24412 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -8304656.000000 Penalty: 5313.523926
	Iteration 55Q: 3 clusters Score -8304656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -8304664.500000 Penalty: 5313.523926
	Iteration 56Q: 3 clusters Score -8304664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -8304661.500000 Penalty: 5313.523926
	Iteration 57Q: 3 clusters Score -8304662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -8304656.000000 Penalty: 5313.523926
	Iteration 58Q: 3 clusters Score -8304656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -8304659.000000 Penalty: 5313.523926
	Iteration 59Q: 3 clusters Score -8304659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -8304660.000000 Penalty: 5313.523926
	Iteration 60F: 3 clusters Score -8304660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43192 members 
Entering Unmasked Estep 
Score: -7967123.000000 Penalty: 2647.005859
	Iteration 0F: 2 clusters Score -7967123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -7938762.000000 Penalty: 5294.011719
	Iteration 0F: 3 clusters Score -7938762 nChanged 19776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -7949575.500000 Penalty: 5294.011719
	Iteration 1F: 3 clusters Score -7949576 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -7950040.000000 Penalty: 5294.011719
	Iteration 2Q: 3 clusters Score -7950040 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -7950626.500000 Penalty: 5294.011719
	Iteration 3Q: 3 clusters Score -7950626 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -7951371.000000 Penalty: 5294.011719
	Iteration 4Q: 3 clusters Score -7951371 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -7952450.000000 Penalty: 5294.011719
	Iteration 5F: 3 clusters Score -7952450 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -7954152.500000 Penalty: 5294.011719
	Iteration 6F: 3 clusters Score -7954152 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -7956604.000000 Penalty: 5294.011719
	Iteration 7F: 3 clusters Score -7956604 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37317 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -7959813.000000 Penalty: 5294.011719
	Iteration 8F: 3 clusters Score -7959813 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40255 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -7962453.000000 Penalty: 5294.011719
	Iteration 9F: 3 clusters Score -7962453 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -7963931.500000 Penalty: 5294.011719
	Iteration 10Q: 3 clusters Score -7963932 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42633 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -7964521.000000 Penalty: 5294.011719
	Iteration 11Q: 3 clusters Score -7964521 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42858 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -7964733.500000 Penalty: 5294.011719
	Iteration 12Q: 3 clusters Score -7964734 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7964803.000000 Penalty: 5294.011719
	Iteration 13Q: 3 clusters Score -7964803 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -7964861.000000 Penalty: 5294.011719
	Iteration 14Q: 3 clusters Score -7964861 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -7964894.000000 Penalty: 5294.011719
	Iteration 15Q: 3 clusters Score -7964894 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -7964895.000000 Penalty: 5294.011719
	Iteration 16Q: 3 clusters Score -7964895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -7964917.500000 Penalty: 5294.011719
	Iteration 17Q: 3 clusters Score -7964918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -7964913.000000 Penalty: 5294.011719
	Iteration 18Q: 3 clusters Score -7964913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42975 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -7964920.000000 Penalty: 5294.011719
	Iteration 19Q: 3 clusters Score -7964920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -7964919.500000 Penalty: 5294.011719
	Iteration 20F: 3 clusters Score -7964920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (44748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44748 members 
Entering Unmasked Estep 
Score: -8254092.500000 Penalty: 2655.782959
	Iteration 0F: 2 clusters Score -8254092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -8224723.500000 Penalty: 5311.565918
	Iteration 0F: 3 clusters Score -8224724 nChanged 20680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -8236123.000000 Penalty: 5311.565918
	Iteration 1F: 3 clusters Score -8236123 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -8236625.000000 Penalty: 5311.565918
	Iteration 2Q: 3 clusters Score -8236625 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -8237073.500000 Penalty: 5311.565918
	Iteration 3Q: 3 clusters Score -8237074 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -8237531.500000 Penalty: 5311.565918
	Iteration 4Q: 3 clusters Score -8237532 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22716 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -8237908.500000 Penalty: 5311.565918
	Iteration 5Q: 3 clusters Score -8237908 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -8238277.000000 Penalty: 5311.565918
	Iteration 6Q: 3 clusters Score -8238277 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -8238660.500000 Penalty: 5311.565918
	Iteration 7Q: 3 clusters Score -8238660 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23799 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -8239107.500000 Penalty: 5311.565918
	Iteration 8Q: 3 clusters Score -8239108 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -8239737.500000 Penalty: 5311.565918
	Iteration 9Q: 3 clusters Score -8239738 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25357 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -8240573.500000 Penalty: 5311.565918
	Iteration 10Q: 3 clusters Score -8240574 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -8241556.500000 Penalty: 5311.565918
	Iteration 11Q: 3 clusters Score -8241556 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27678 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -8242820.500000 Penalty: 5311.565918
	Iteration 12Q: 3 clusters Score -8242820 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -8244099.500000 Penalty: 5311.565918
	Iteration 13Q: 3 clusters Score -8244100 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -8245194.000000 Penalty: 5311.565918
	Iteration 14Q: 3 clusters Score -8245194 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -8245931.000000 Penalty: 5311.565918
	Iteration 15Q: 3 clusters Score -8245931 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -8246478.500000 Penalty: 5311.565918
	Iteration 16Q: 3 clusters Score -8246478 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -8246865.500000 Penalty: 5311.565918
	Iteration 17Q: 3 clusters Score -8246866 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -8247221.500000 Penalty: 5311.565918
	Iteration 18Q: 3 clusters Score -8247222 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34678 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -8247554.000000 Penalty: 5311.565918
	Iteration 19Q: 3 clusters Score -8247554 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -8247955.500000 Penalty: 5311.565918
	Iteration 20F: 3 clusters Score -8247956 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -8248450.000000 Penalty: 5311.565918
	Iteration 21Q: 3 clusters Score -8248450 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37244 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -8248907.000000 Penalty: 5311.565918
	Iteration 22Q: 3 clusters Score -8248907 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -8249279.000000 Penalty: 5311.565918
	Iteration 23Q: 3 clusters Score -8249279 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -8249609.500000 Penalty: 5311.565918
	Iteration 24Q: 3 clusters Score -8249610 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39509 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -8249885.500000 Penalty: 5311.565918
	Iteration 25Q: 3 clusters Score -8249886 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -8250164.000000 Penalty: 5311.565918
	Iteration 26Q: 3 clusters Score -8250164 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -8250449.500000 Penalty: 5311.565918
	Iteration 27Q: 3 clusters Score -8250450 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -8250712.000000 Penalty: 5311.565918
	Iteration 28Q: 3 clusters Score -8250712 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -8250927.500000 Penalty: 5311.565918
	Iteration 29Q: 3 clusters Score -8250928 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -8251125.000000 Penalty: 5311.565918
	Iteration 30Q: 3 clusters Score -8251125 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42718 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -8251294.500000 Penalty: 5311.565918
	Iteration 31Q: 3 clusters Score -8251294 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -8251453.000000 Penalty: 5311.565918
	Iteration 32Q: 3 clusters Score -8251453 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43275 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -8251565.000000 Penalty: 5311.565918
	Iteration 33Q: 3 clusters Score -8251565 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43458 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -8251645.000000 Penalty: 5311.565918
	Iteration 34Q: 3 clusters Score -8251645 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -8251710.500000 Penalty: 5311.565918
	Iteration 35Q: 3 clusters Score -8251710 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43702 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -8251767.500000 Penalty: 5311.565918
	Iteration 36Q: 3 clusters Score -8251768 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43794 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -8251818.000000 Penalty: 5311.565918
	Iteration 37Q: 3 clusters Score -8251818 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43839 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -8251843.500000 Penalty: 5311.565918
	Iteration 38Q: 3 clusters Score -8251844 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -8251858.000000 Penalty: 5311.565918
	Iteration 39Q: 3 clusters Score -8251858 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -8251877.500000 Penalty: 5311.565918
	Iteration 40F: 3 clusters Score -8251878 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43952 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8251898.000000 Penalty: 5311.565918
	Iteration 41Q: 3 clusters Score -8251898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8251916.000000 Penalty: 5311.565918
	Iteration 42Q: 3 clusters Score -8251916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8251920.500000 Penalty: 5311.565918
	Iteration 43Q: 3 clusters Score -8251920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -8251938.000000 Penalty: 5311.565918
	Iteration 44Q: 3 clusters Score -8251938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44018 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -8251934.500000 Penalty: 5311.565918
	Iteration 45Q: 3 clusters Score -8251934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44031 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -8251938.000000 Penalty: 5311.565918
	Iteration 46Q: 3 clusters Score -8251938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44039 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -8251945.000000 Penalty: 5311.565918
	Iteration 47Q: 3 clusters Score -8251945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44048 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -8251938.000000 Penalty: 5311.565918
	Iteration 48Q: 3 clusters Score -8251938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44055 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8251946.000000 Penalty: 5311.565918
	Iteration 49Q: 3 clusters Score -8251946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8251941.000000 Penalty: 5311.565918
	Iteration 50Q: 3 clusters Score -8251941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -8251944.500000 Penalty: 5311.565918
	Iteration 51Q: 3 clusters Score -8251944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44068 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8251944.000000 Penalty: 5311.565918
	Iteration 52Q: 3 clusters Score -8251944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44071 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8251942.500000 Penalty: 5311.565918
	Iteration 53Q: 3 clusters Score -8251942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -8251948.500000 Penalty: 5311.565918
	Iteration 54Q: 3 clusters Score -8251948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8251951.500000 Penalty: 5311.565918
	Iteration 55Q: 3 clusters Score -8251952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -8251956.000000 Penalty: 5311.565918
	Iteration 56Q: 3 clusters Score -8251956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8251961.500000 Penalty: 5311.565918
	Iteration 57Q: 3 clusters Score -8251962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44099 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -8251960.000000 Penalty: 5311.565918
	Iteration 58Q: 3 clusters Score -8251960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44102 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8251959.500000 Penalty: 5311.565918
	Iteration 59Q: 3 clusters Score -8251960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44104 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -8251969.500000 Penalty: 5311.565918
	Iteration 60F: 3 clusters Score -8251970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44105 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8251966.500000 Penalty: 5311.565918
	Iteration 61Q: 3 clusters Score -8251966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44105 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8251966.500000 Penalty: 5311.565918
	Iteration 62F: 3 clusters Score -8251966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -83323.531250 Penalty: 1576.744873
	Iteration 0F: 2 clusters Score -83323.53 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 284 members 
Entering Unmasked Estep 
Score: -81841.523438 Penalty: 3153.489746
	Iteration 0F: 3 clusters Score -81841.52 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -82146.656250 Penalty: 3153.489746
	Iteration 1F: 3 clusters Score -82146.66 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -82327.632812 Penalty: 3153.489746
	Iteration 2F: 3 clusters Score -82327.63 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -82539.054688 Penalty: 3153.489746
	Iteration 3F: 3 clusters Score -82539.05 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -82922.101562 Penalty: 3153.489746
	Iteration 4F: 3 clusters Score -82922.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -83177.960938 Penalty: 3153.489746
	Iteration 5F: 3 clusters Score -83177.96 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -83353.320312 Penalty: 3153.489746
	Iteration 6Q: 3 clusters Score -83353.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -83405.398438 Penalty: 3153.489746
	Iteration 7Q: 3 clusters Score -83405.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -83433.726562 Penalty: 3153.489746
	Iteration 8Q: 3 clusters Score -83433.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -83484.382812 Penalty: 3153.489746
	Iteration 9Q: 3 clusters Score -83484.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -83554.359375 Penalty: 3153.489746
	Iteration 10Q: 3 clusters Score -83554.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -83640.242188 Penalty: 3153.489746
	Iteration 11Q: 3 clusters Score -83640.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -83708.992188 Penalty: 3153.489746
	Iteration 12Q: 3 clusters Score -83708.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -83722.343750 Penalty: 3153.489746
	Iteration 13Q: 3 clusters Score -83722.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -83730.976562 Penalty: 3153.489746
	Iteration 14Q: 3 clusters Score -83730.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -83734.937500 Penalty: 3153.489746
	Iteration 15Q: 3 clusters Score -83734.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -83737.578125 Penalty: 3153.489746
	Iteration 16F: 3 clusters Score -83737.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -83743.156250 Penalty: 3153.489746
	Iteration 17Q: 3 clusters Score -83743.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -83743.156250 Penalty: 3153.489746
	Iteration 18F: 3 clusters Score -83743.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 34540 members 
Mstep: Class 3 contains 49024 members 
Mstep: Class 4 contains 44925 members 
Mstep: Class 5 contains 43192 members 
Mstep: Class 6 contains 44748 members 
Mstep: Class 7 contains 284 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45295 members 
Mstep: Class 11 contains 44979 members 
Mstep: Class 12 contains 47092 members 
Mstep: Class 13 contains 47145 members 
Mstep: Class 14 contains 36863 members 
Mstep: Class 15 contains 26513 members 
Mstep: Class 16 contains 43160 members 
Mstep: Class 17 contains 46084 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30453 members 
Mstep: Class 22 contains 8592 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17305 members 
Mstep: Class 25 contains 293 members 
Entering Unmasked Estep 
Score: -111240440.000000 Penalty: 82671.179688
Splitting cluster 7 changes total score from -111241680.000000 to -111240440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Entering Unmasked Estep 
Score: -23539.289062 Penalty: 1419.449097
	Iteration 0F: 2 clusters Score -23539.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -22350.603516 Penalty: 2838.898193
	Iteration 0F: 3 clusters Score -22350.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -22493.201172 Penalty: 2838.898193
	Iteration 1F: 3 clusters Score -22493.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -22545.945312 Penalty: 2838.898193
	Iteration 2Q: 3 clusters Score -22545.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -22606.011719 Penalty: 2838.898193
	Iteration 3Q: 3 clusters Score -22606.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22652.367188 Penalty: 2838.898193
	Iteration 4Q: 3 clusters Score -22652.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22689.146484 Penalty: 2838.898193
	Iteration 5Q: 3 clusters Score -22689.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22698.312500 Penalty: 2838.898193
	Iteration 6Q: 3 clusters Score -22698.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -22698.312500 Penalty: 2838.898193
	Iteration 7F: 3 clusters Score -22698.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Entering Unmasked Estep 
Score: -195986.859375 Penalty: 1769.453003
	Iteration 0F: 2 clusters Score -195986.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -193917.421875 Penalty: 3538.906006
	Iteration 0F: 3 clusters Score -193917.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -194508.953125 Penalty: 3538.906006
	Iteration 1F: 3 clusters Score -194509 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -194894.921875 Penalty: 3538.906006
	Iteration 2F: 3 clusters Score -194894.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -195172.312500 Penalty: 3538.906006
	Iteration 3F: 3 clusters Score -195172.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -195324.062500 Penalty: 3538.906006
	Iteration 4Q: 3 clusters Score -195324.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -195430.625000 Penalty: 3538.906006
	Iteration 5Q: 3 clusters Score -195430.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -195486.390625 Penalty: 3538.906006
	Iteration 6Q: 3 clusters Score -195486.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -195509.375000 Penalty: 3538.906006
	Iteration 7Q: 3 clusters Score -195509.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -195533.031250 Penalty: 3538.906006
	Iteration 8Q: 3 clusters Score -195533 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -195555.328125 Penalty: 3538.906006
	Iteration 9Q: 3 clusters Score -195555.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -195568.718750 Penalty: 3538.906006
	Iteration 10Q: 3 clusters Score -195568.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -195583.140625 Penalty: 3538.906006
	Iteration 11Q: 3 clusters Score -195583.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -195590.750000 Penalty: 3538.906006
	Iteration 12Q: 3 clusters Score -195590.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -195593.140625 Penalty: 3538.906006
	Iteration 13Q: 3 clusters Score -195593.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -195595.484375 Penalty: 3538.906006
	Iteration 14Q: 3 clusters Score -195595.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -195597.140625 Penalty: 3538.906006
	Iteration 15Q: 3 clusters Score -195597.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -195597.140625 Penalty: 3538.906006
	Iteration 16F: 3 clusters Score -195597.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (45295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Entering Unmasked Estep 
Score: -8330955.500000 Penalty: 2658.796143
	Iteration 0F: 2 clusters Score -8330956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -8301390.000000 Penalty: 5317.592285
	Iteration 0F: 3 clusters Score -8301390 nChanged 20757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -8312864.500000 Penalty: 5317.592285
	Iteration 1F: 3 clusters Score -8312864 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -8313309.000000 Penalty: 5317.592285
	Iteration 2Q: 3 clusters Score -8313309 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -8313683.500000 Penalty: 5317.592285
	Iteration 3Q: 3 clusters Score -8313684 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -8314039.500000 Penalty: 5317.592285
	Iteration 4Q: 3 clusters Score -8314040 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -8314409.500000 Penalty: 5317.592285
	Iteration 5Q: 3 clusters Score -8314410 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -8314834.000000 Penalty: 5317.592285
	Iteration 6Q: 3 clusters Score -8314834 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -8315330.000000 Penalty: 5317.592285
	Iteration 7Q: 3 clusters Score -8315330 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -8316066.000000 Penalty: 5317.592285
	Iteration 8Q: 3 clusters Score -8316066 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 29507 members 
Entering Unmasked Estep 
Score: -8317172.500000 Penalty: 5317.592285
	Iteration 9Q: 3 clusters Score -8317172 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -8318696.000000 Penalty: 5317.592285
	Iteration 10F: 3 clusters Score -8318696 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 34484 members 
Entering Unmasked Estep 
Score: -8320719.000000 Penalty: 5317.592285
	Iteration 11F: 3 clusters Score -8320719 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
Score: -8322985.500000 Penalty: 5317.592285
	Iteration 12F: 3 clusters Score -8322986 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -8324941.500000 Penalty: 5317.592285
	Iteration 13F: 3 clusters Score -8324942 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 41372 members 
Entering Unmasked Estep 
Score: -8326321.500000 Penalty: 5317.592285
	Iteration 14Q: 3 clusters Score -8326322 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -8327175.000000 Penalty: 5317.592285
	Iteration 15Q: 3 clusters Score -8327175 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -8327583.500000 Penalty: 5317.592285
	Iteration 16Q: 3 clusters Score -8327584 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -8327888.000000 Penalty: 5317.592285
	Iteration 17Q: 3 clusters Score -8327888 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -8328088.000000 Penalty: 5317.592285
	Iteration 18Q: 3 clusters Score -8328088 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -8328272.500000 Penalty: 5317.592285
	Iteration 19Q: 3 clusters Score -8328272 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 44532 members 
Entering Unmasked Estep 
Score: -8328363.000000 Penalty: 5317.592285
	Iteration 20F: 3 clusters Score -8328363 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 44621 members 
Entering Unmasked Estep 
Score: -8328449.000000 Penalty: 5317.592285
	Iteration 21Q: 3 clusters Score -8328449 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 44694 members 
Entering Unmasked Estep 
Score: -8328488.000000 Penalty: 5317.592285
	Iteration 22Q: 3 clusters Score -8328488 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 44744 members 
Entering Unmasked Estep 
Score: -8328534.500000 Penalty: 5317.592285
	Iteration 23Q: 3 clusters Score -8328534 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 44775 members 
Entering Unmasked Estep 
Score: -8328571.500000 Penalty: 5317.592285
	Iteration 24Q: 3 clusters Score -8328572 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 44800 members 
Entering Unmasked Estep 
Score: -8328586.500000 Penalty: 5317.592285
	Iteration 25Q: 3 clusters Score -8328586 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 44826 members 
Entering Unmasked Estep 
Score: -8328622.500000 Penalty: 5317.592285
	Iteration 26Q: 3 clusters Score -8328622 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -8328645.500000 Penalty: 5317.592285
	Iteration 27Q: 3 clusters Score -8328646 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 44856 members 
Entering Unmasked Estep 
Score: -8328656.500000 Penalty: 5317.592285
	Iteration 28Q: 3 clusters Score -8328656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 44861 members 
Entering Unmasked Estep 
Score: -8328655.500000 Penalty: 5317.592285
	Iteration 29Q: 3 clusters Score -8328656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 44868 members 
Entering Unmasked Estep 
Score: -8328657.000000 Penalty: 5317.592285
	Iteration 30Q: 3 clusters Score -8328657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 44877 members 
Entering Unmasked Estep 
Score: -8328676.000000 Penalty: 5317.592285
	Iteration 31Q: 3 clusters Score -8328676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 44885 members 
Entering Unmasked Estep 
Score: -8328686.000000 Penalty: 5317.592285
	Iteration 32Q: 3 clusters Score -8328686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 44892 members 
Entering Unmasked Estep 
Score: -8328687.000000 Penalty: 5317.592285
	Iteration 33Q: 3 clusters Score -8328687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 44896 members 
Entering Unmasked Estep 
Score: -8328680.500000 Penalty: 5317.592285
	Iteration 34Q: 3 clusters Score -8328680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 44900 members 
Entering Unmasked Estep 
Score: -8328694.500000 Penalty: 5317.592285
	Iteration 35Q: 3 clusters Score -8328694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 44902 members 
Entering Unmasked Estep 
Score: -8328695.500000 Penalty: 5317.592285
	Iteration 36Q: 3 clusters Score -8328696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 44903 members 
Entering Unmasked Estep 
Score: -8328698.500000 Penalty: 5317.592285
	Iteration 37Q: 3 clusters Score -8328698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 44903 members 
Entering Unmasked Estep 
Score: -8328696.500000 Penalty: 5317.592285
	Iteration 38Q: 3 clusters Score -8328696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 44904 members 
Entering Unmasked Estep 
Score: -8328703.000000 Penalty: 5317.592285
	Iteration 39Q: 3 clusters Score -8328703 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 44904 members 
Entering Unmasked Estep 
Score: -8328703.000000 Penalty: 5317.592285
	Iteration 40F: 3 clusters Score -8328703 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (44979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44979 members 
Entering Unmasked Estep 
Score: -8152717.500000 Penalty: 2657.059814
	Iteration 0F: 2 clusters Score -8152718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -8123043.000000 Penalty: 5314.119629
	Iteration 0F: 3 clusters Score -8123043 nChanged 20541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -8134390.000000 Penalty: 5314.119629
	Iteration 1F: 3 clusters Score -8134390 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -8135060.500000 Penalty: 5314.119629
	Iteration 2Q: 3 clusters Score -8135060 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -8135923.500000 Penalty: 5314.119629
	Iteration 3Q: 3 clusters Score -8135924 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -8137190.500000 Penalty: 5314.119629
	Iteration 4Q: 3 clusters Score -8137190 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -8138941.000000 Penalty: 5314.119629
	Iteration 5F: 3 clusters Score -8138941 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32904 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -8141103.500000 Penalty: 5314.119629
	Iteration 6F: 3 clusters Score -8141104 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -8143422.500000 Penalty: 5314.119629
	Iteration 7F: 3 clusters Score -8143422 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38136 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -8145487.000000 Penalty: 5314.119629
	Iteration 8F: 3 clusters Score -8145487 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40338 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -8147333.500000 Penalty: 5314.119629
	Iteration 9Q: 3 clusters Score -8147334 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -8148627.500000 Penalty: 5314.119629
	Iteration 10Q: 3 clusters Score -8148628 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43008 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -8149410.500000 Penalty: 5314.119629
	Iteration 11Q: 3 clusters Score -8149410 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -8149865.000000 Penalty: 5314.119629
	Iteration 12Q: 3 clusters Score -8149865 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8150088.000000 Penalty: 5314.119629
	Iteration 13Q: 3 clusters Score -8150088 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44211 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8150226.500000 Penalty: 5314.119629
	Iteration 14Q: 3 clusters Score -8150226 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -8150317.000000 Penalty: 5314.119629
	Iteration 15Q: 3 clusters Score -8150317 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -8150356.000000 Penalty: 5314.119629
	Iteration 16Q: 3 clusters Score -8150356 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44428 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8150396.000000 Penalty: 5314.119629
	Iteration 17Q: 3 clusters Score -8150396 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -8150415.500000 Penalty: 5314.119629
	Iteration 18Q: 3 clusters Score -8150416 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8150450.000000 Penalty: 5314.119629
	Iteration 19Q: 3 clusters Score -8150450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44488 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8150471.000000 Penalty: 5314.119629
	Iteration 20F: 3 clusters Score -8150471 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8150480.000000 Penalty: 5314.119629
	Iteration 21Q: 3 clusters Score -8150480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44516 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -8150485.500000 Penalty: 5314.119629
	Iteration 22Q: 3 clusters Score -8150486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -8150508.000000 Penalty: 5314.119629
	Iteration 23Q: 3 clusters Score -8150508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44538 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -8150524.000000 Penalty: 5314.119629
	Iteration 24Q: 3 clusters Score -8150524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8150532.000000 Penalty: 5314.119629
	Iteration 25Q: 3 clusters Score -8150532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44560 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8150540.500000 Penalty: 5314.119629
	Iteration 26Q: 3 clusters Score -8150540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44560 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8150545.500000 Penalty: 5314.119629
	Iteration 27Q: 3 clusters Score -8150546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44562 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8150554.000000 Penalty: 5314.119629
	Iteration 28Q: 3 clusters Score -8150554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44565 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -8150550.500000 Penalty: 5314.119629
	Iteration 29Q: 3 clusters Score -8150550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44564 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -8150558.500000 Penalty: 5314.119629
	Iteration 30Q: 3 clusters Score -8150558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44566 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8150559.500000 Penalty: 5314.119629
	Iteration 31Q: 3 clusters Score -8150560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -8150560.000000 Penalty: 5314.119629
	Iteration 32Q: 3 clusters Score -8150560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8150557.500000 Penalty: 5314.119629
	Iteration 33Q: 3 clusters Score -8150558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -8150559.500000 Penalty: 5314.119629
	Iteration 34Q: 3 clusters Score -8150560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -8150559.500000 Penalty: 5314.119629
	Iteration 35F: 3 clusters Score -8150560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47092 members 
Entering Unmasked Estep 
Score: -8678095.000000 Penalty: 2668.444824
	Iteration 0F: 2 clusters Score -8678095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -8647989 nChanged 21755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -8660066 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -8660629 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -8661107 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -8661542 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -8661994 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -8662488.000000 Penalty: 5336.889648
	Iteration 6Q: 3 clusters Score -8662488 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -8663129.000000 Penalty: 5336.889648
	Iteration 7Q: 3 clusters Score -8663129 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -8664063.000000 Penalty: 5336.889648
	Iteration 8Q: 3 clusters Score -8664063 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -8665626.000000 Penalty: 5336.889648
	Iteration 9Q: 3 clusters Score -8665626 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -8667653.000000 Penalty: 5336.889648
	Iteration 10F: 3 clusters Score -8667653 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -8669887.000000 Penalty: 5336.889648
	Iteration 11F: 3 clusters Score -8669887 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -8671590.000000 Penalty: 5336.889648
	Iteration 12F: 3 clusters Score -8671590 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -8672868.000000 Penalty: 5336.889648
	Iteration 13Q: 3 clusters Score -8672868 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -8673920.000000 Penalty: 5336.889648
	Iteration 14Q: 3 clusters Score -8673920 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -8674751.000000 Penalty: 5336.889648
	Iteration 15Q: 3 clusters Score -8674751 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -8675318.000000 Penalty: 5336.889648
	Iteration 16Q: 3 clusters Score -8675318 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -8675685.000000 Penalty: 5336.889648
	Iteration 17Q: 3 clusters Score -8675685 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -8675844.000000 Penalty: 5336.889648
	Iteration 18Q: 3 clusters Score -8675844 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -8675992.000000 Penalty: 5336.889648
	Iteration 19Q: 3 clusters Score -8675992 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -8676051.000000 Penalty: 5336.889648
	Iteration 20F: 3 clusters Score -8676051 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27656 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -8676078.000000 Penalty: 5336.889648
	Iteration 21Q: 3 clusters Score -8676078 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -8676097.000000 Penalty: 5336.889648
	Iteration 22Q: 3 clusters Score -8676097 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -8676093.000000 Penalty: 5336.889648
	Iteration 23Q: 3 clusters Score -8676093 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -8676050.000000 Penalty: 5336.889648
	Iteration 24Q: 3 clusters Score -8676050 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -8676059.000000 Penalty: 5336.889648
	Iteration 25Q: 3 clusters Score -8676059 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -8676060.000000 Penalty: 5336.889648
	Iteration 26Q: 3 clusters Score -8676060 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -8676079.000000 Penalty: 5336.889648
	Iteration 27Q: 3 clusters Score -8676079 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -8676119.000000 Penalty: 5336.889648
	Iteration 28Q: 3 clusters Score -8676119 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -8676123.000000 Penalty: 5336.889648
	Iteration 29Q: 3 clusters Score -8676123 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -8676091.000000 Penalty: 5336.889648
	Iteration 30Q: 3 clusters Score -8676091 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8676097 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -8676135.000000 Penalty: 5336.889648
	Iteration 32Q: 3 clusters Score -8676135 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -8676145.000000 Penalty: 5336.889648
	Iteration 33Q: 3 clusters Score -8676145 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -8676156.000000 Penalty: 5336.889648
	Iteration 34Q: 3 clusters Score -8676156 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -8676168.000000 Penalty: 5336.889648
	Iteration 35Q: 3 clusters Score -8676168 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -8676174.000000 Penalty: 5336.889648
	Iteration 36Q: 3 clusters Score -8676174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -8676168.000000 Penalty: 5336.889648
	Iteration 37Q: 3 clusters Score -8676168 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -8676176.000000 Penalty: 5336.889648
	Iteration 38Q: 3 clusters Score -8676176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -8676190.000000 Penalty: 5336.889648
	Iteration 39Q: 3 clusters Score -8676190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -8676173.000000 Penalty: 5336.889648
	Iteration 40F: 3 clusters Score -8676173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -8676174.000000 Penalty: 5336.889648
	Iteration 41Q: 3 clusters Score -8676174 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -8676178.000000 Penalty: 5336.889648
	Iteration 42Q: 3 clusters Score -8676178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -8676167.000000 Penalty: 5336.889648
	Iteration 43Q: 3 clusters Score -8676167 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -8676177.000000 Penalty: 5336.889648
	Iteration 44Q: 3 clusters Score -8676177 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -8676166.000000 Penalty: 5336.889648
	Iteration 45Q: 3 clusters Score -8676166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -8676157.000000 Penalty: 5336.889648
	Iteration 46Q: 3 clusters Score -8676157 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -8676166.000000 Penalty: 5336.889648
	Iteration 47Q: 3 clusters Score -8676166 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8676174 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -8676174.000000 Penalty: 5336.889648
	Iteration 49Q: 3 clusters Score -8676174 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -8676168.000000 Penalty: 5336.889648
	Iteration 50Q: 3 clusters Score -8676168 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8676157 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8676168 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32321 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -8676183.000000 Penalty: 5336.889648
	Iteration 53Q: 3 clusters Score -8676183 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -8676178.000000 Penalty: 5336.889648
	Iteration 54Q: 3 clusters Score -8676178 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -8676186.000000 Penalty: 5336.889648
	Iteration 55Q: 3 clusters Score -8676186 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -8676197.000000 Penalty: 5336.889648
	Iteration 56Q: 3 clusters Score -8676197 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -8676223.000000 Penalty: 5336.889648
	Iteration 57Q: 3 clusters Score -8676223 nChanged 274
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -8676269.000000 Penalty: 5336.889648
	Iteration 58Q: 3 clusters Score -8676269 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -8676308.000000 Penalty: 5336.889648
	Iteration 59Q: 3 clusters Score -8676308 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -8676321.000000 Penalty: 5336.889648
	Iteration 60F: 3 clusters Score -8676321 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -8676309.000000 Penalty: 5336.889648
	Iteration 61Q: 3 clusters Score -8676309 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -8676330.000000 Penalty: 5336.889648
	Iteration 62Q: 3 clusters Score -8676330 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -8676328.000000 Penalty: 5336.889648
	Iteration 63Q: 3 clusters Score -8676328 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -8676361.000000 Penalty: 5336.889648
	Iteration 64Q: 3 clusters Score -8676361 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -8676374.000000 Penalty: 5336.889648
	Iteration 65Q: 3 clusters Score -8676374 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34746 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -8676404.000000 Penalty: 5336.889648
	Iteration 66Q: 3 clusters Score -8676404 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -8676409.000000 Penalty: 5336.889648
	Iteration 67Q: 3 clusters Score -8676409 nChanged 292
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35295 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -8676445.000000 Penalty: 5336.889648
	Iteration 68Q: 3 clusters Score -8676445 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -8676446.000000 Penalty: 5336.889648
	Iteration 69Q: 3 clusters Score -8676446 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -8676463.000000 Penalty: 5336.889648
	Iteration 70Q: 3 clusters Score -8676463 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -8676472.000000 Penalty: 5336.889648
	Iteration 71Q: 3 clusters Score -8676472 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36099 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -8676498.000000 Penalty: 5336.889648
	Iteration 72Q: 3 clusters Score -8676498 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -8676514.000000 Penalty: 5336.889648
	Iteration 73Q: 3 clusters Score -8676514 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -8676522.000000 Penalty: 5336.889648
	Iteration 74Q: 3 clusters Score -8676522 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -8676529.000000 Penalty: 5336.889648
	Iteration 75Q: 3 clusters Score -8676529 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -8676534.000000 Penalty: 5336.889648
	Iteration 76Q: 3 clusters Score -8676534 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36985 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -8676537.000000 Penalty: 5336.889648
	Iteration 77Q: 3 clusters Score -8676537 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -8676568.000000 Penalty: 5336.889648
	Iteration 78Q: 3 clusters Score -8676568 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8676537 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -8676596.000000 Penalty: 5336.889648
	Iteration 80F: 3 clusters Score -8676596 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -8676591.000000 Penalty: 5336.889648
	Iteration 81Q: 3 clusters Score -8676591 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -8676600.000000 Penalty: 5336.889648
	Iteration 82Q: 3 clusters Score -8676600 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38047 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -8676589.000000 Penalty: 5336.889648
	Iteration 83Q: 3 clusters Score -8676589 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -8676571.000000 Penalty: 5336.889648
	Iteration 84Q: 3 clusters Score -8676571 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38206 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -8676607.000000 Penalty: 5336.889648
	Iteration 85Q: 3 clusters Score -8676607 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -8676619.000000 Penalty: 5336.889648
	Iteration 86Q: 3 clusters Score -8676619 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -8676632.000000 Penalty: 5336.889648
	Iteration 87Q: 3 clusters Score -8676632 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -8676638.000000 Penalty: 5336.889648
	Iteration 88Q: 3 clusters Score -8676638 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -8676632.000000 Penalty: 5336.889648
	Iteration 89Q: 3 clusters Score -8676632 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38529 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -8676637.000000 Penalty: 5336.889648
	Iteration 90Q: 3 clusters Score -8676637 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -8676626.000000 Penalty: 5336.889648
	Iteration 91Q: 3 clusters Score -8676626 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -8676635.000000 Penalty: 5336.889648
	Iteration 92Q: 3 clusters Score -8676635 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -8676623.000000 Penalty: 5336.889648
	Iteration 93Q: 3 clusters Score -8676623 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -8676607.000000 Penalty: 5336.889648
	Iteration 94Q: 3 clusters Score -8676607 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -8676614.000000 Penalty: 5336.889648
	Iteration 95Q: 3 clusters Score -8676614 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39095 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -8676583.000000 Penalty: 5336.889648
	Iteration 96Q: 3 clusters Score -8676583 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -8676576.000000 Penalty: 5336.889648
	Iteration 97Q: 3 clusters Score -8676576 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -8676548.000000 Penalty: 5336.889648
	Iteration 98Q: 3 clusters Score -8676548 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -8676567.000000 Penalty: 5336.889648
	Iteration 99Q: 3 clusters Score -8676567 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -8676567.000000 Penalty: 5336.889648
	Iteration 100F: 3 clusters Score -8676567 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -8676561.000000 Penalty: 5336.889648
	Iteration 101Q: 3 clusters Score -8676561 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -8676554.000000 Penalty: 5336.889648
	Iteration 102Q: 3 clusters Score -8676554 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -8676555.000000 Penalty: 5336.889648
	Iteration 103Q: 3 clusters Score -8676555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -8676553.000000 Penalty: 5336.889648
	Iteration 104Q: 3 clusters Score -8676553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -8676555.000000 Penalty: 5336.889648
	Iteration 105Q: 3 clusters Score -8676555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -8676555.000000 Penalty: 5336.889648
	Iteration 106F: 3 clusters Score -8676555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (47145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47145 members 
Entering Unmasked Estep 
Score: -8711307.000000 Penalty: 2668.723877
	Iteration 0F: 2 clusters Score -8711307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -8682146.000000 Penalty: 5337.447754
	Iteration 0F: 3 clusters Score -8682146 nChanged 21617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 23798 members 
Entering Unmasked Estep 
Score: -8693913.000000 Penalty: 5337.447754
	Iteration 1F: 3 clusters Score -8693913 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -8694447.000000 Penalty: 5337.447754
	Iteration 2Q: 3 clusters Score -8694447 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -8694909.000000 Penalty: 5337.447754
	Iteration 3Q: 3 clusters Score -8694909 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -8695393.000000 Penalty: 5337.447754
	Iteration 4Q: 3 clusters Score -8695393 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -8695901.000000 Penalty: 5337.447754
	Iteration 5Q: 3 clusters Score -8695901 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 25213 members 
Entering Unmasked Estep 
Score: -8696428.000000 Penalty: 5337.447754
	Iteration 6Q: 3 clusters Score -8696428 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -8697043.000000 Penalty: 5337.447754
	Iteration 7Q: 3 clusters Score -8697043 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -8697759.000000 Penalty: 5337.447754
	Iteration 8Q: 3 clusters Score -8697759 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -8698613.000000 Penalty: 5337.447754
	Iteration 9Q: 3 clusters Score -8698613 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -8699639.000000 Penalty: 5337.447754
	Iteration 10Q: 3 clusters Score -8699639 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -8701010.000000 Penalty: 5337.447754
	Iteration 11Q: 3 clusters Score -8701010 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 30548 members 
Entering Unmasked Estep 
Score: -8702483.000000 Penalty: 5337.447754
	Iteration 12Q: 3 clusters Score -8702483 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 31561 members 
Entering Unmasked Estep 
Score: -8703778.000000 Penalty: 5337.447754
	Iteration 13Q: 3 clusters Score -8703778 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 32407 members 
Entering Unmasked Estep 
Score: -8704670.000000 Penalty: 5337.447754
	Iteration 14Q: 3 clusters Score -8704670 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -8705209.000000 Penalty: 5337.447754
	Iteration 15Q: 3 clusters Score -8705209 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -8705527.000000 Penalty: 5337.447754
	Iteration 16Q: 3 clusters Score -8705527 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -8705895.000000 Penalty: 5337.447754
	Iteration 17Q: 3 clusters Score -8705895 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -8706280.000000 Penalty: 5337.447754
	Iteration 18Q: 3 clusters Score -8706280 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -8706592.000000 Penalty: 5337.447754
	Iteration 19Q: 3 clusters Score -8706592 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -8706936.000000 Penalty: 5337.447754
	Iteration 20F: 3 clusters Score -8706936 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -8707271.000000 Penalty: 5337.447754
	Iteration 21Q: 3 clusters Score -8707271 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
Score: -8707507.000000 Penalty: 5337.447754
	Iteration 22Q: 3 clusters Score -8707507 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -8707767.000000 Penalty: 5337.447754
	Iteration 23Q: 3 clusters Score -8707767 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 39177 members 
Entering Unmasked Estep 
Score: -8708026.000000 Penalty: 5337.447754
	Iteration 24Q: 3 clusters Score -8708026 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 39657 members 
Entering Unmasked Estep 
Score: -8708184.000000 Penalty: 5337.447754
	Iteration 25Q: 3 clusters Score -8708184 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 40102 members 
Entering Unmasked Estep 
Score: -8708329.000000 Penalty: 5337.447754
	Iteration 26Q: 3 clusters Score -8708329 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -8708446.000000 Penalty: 5337.447754
	Iteration 27Q: 3 clusters Score -8708446 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -8708566.000000 Penalty: 5337.447754
	Iteration 28Q: 3 clusters Score -8708566 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 41329 members 
Entering Unmasked Estep 
Score: -8708658.000000 Penalty: 5337.447754
	Iteration 29Q: 3 clusters Score -8708658 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -8708747.000000 Penalty: 5337.447754
	Iteration 30Q: 3 clusters Score -8708747 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -8708863.000000 Penalty: 5337.447754
	Iteration 31Q: 3 clusters Score -8708863 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 42525 members 
Entering Unmasked Estep 
Score: -8708967.000000 Penalty: 5337.447754
	Iteration 32Q: 3 clusters Score -8708967 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 42922 members 
Entering Unmasked Estep 
Score: -8709043.000000 Penalty: 5337.447754
	Iteration 33Q: 3 clusters Score -8709043 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 43296 members 
Entering Unmasked Estep 
Score: -8709152.000000 Penalty: 5337.447754
	Iteration 34Q: 3 clusters Score -8709152 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 43611 members 
Entering Unmasked Estep 
Score: -8709212.000000 Penalty: 5337.447754
	Iteration 35Q: 3 clusters Score -8709212 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 43893 members 
Entering Unmasked Estep 
Score: -8709224.000000 Penalty: 5337.447754
	Iteration 36Q: 3 clusters Score -8709224 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 44172 members 
Entering Unmasked Estep 
Score: -8709230.000000 Penalty: 5337.447754
	Iteration 37Q: 3 clusters Score -8709230 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 44446 members 
Entering Unmasked Estep 
Score: -8709261.000000 Penalty: 5337.447754
	Iteration 38Q: 3 clusters Score -8709261 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 44702 members 
Entering Unmasked Estep 
Score: -8709273.000000 Penalty: 5337.447754
	Iteration 39Q: 3 clusters Score -8709273 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 44912 members 
Entering Unmasked Estep 
Score: -8709252.000000 Penalty: 5337.447754
	Iteration 40F: 3 clusters Score -8709252 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 45076 members 
Entering Unmasked Estep 
Score: -8709261.000000 Penalty: 5337.447754
	Iteration 41Q: 3 clusters Score -8709261 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 45217 members 
Entering Unmasked Estep 
Score: -8709263.000000 Penalty: 5337.447754
	Iteration 42Q: 3 clusters Score -8709263 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 45349 members 
Entering Unmasked Estep 
Score: -8709232.000000 Penalty: 5337.447754
	Iteration 43Q: 3 clusters Score -8709232 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 45478 members 
Entering Unmasked Estep 
Score: -8709215.000000 Penalty: 5337.447754
	Iteration 44Q: 3 clusters Score -8709215 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 45595 members 
Entering Unmasked Estep 
Score: -8709196.000000 Penalty: 5337.447754
	Iteration 45Q: 3 clusters Score -8709196 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 45695 members 
Entering Unmasked Estep 
Score: -8709197.000000 Penalty: 5337.447754
	Iteration 46Q: 3 clusters Score -8709197 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 45772 members 
Entering Unmasked Estep 
Score: -8709182.000000 Penalty: 5337.447754
	Iteration 47Q: 3 clusters Score -8709182 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 45838 members 
Entering Unmasked Estep 
Score: -8709198.000000 Penalty: 5337.447754
	Iteration 48Q: 3 clusters Score -8709198 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 45893 members 
Entering Unmasked Estep 
Score: -8709217.000000 Penalty: 5337.447754
	Iteration 49Q: 3 clusters Score -8709217 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 45935 members 
Entering Unmasked Estep 
Score: -8709219.000000 Penalty: 5337.447754
	Iteration 50Q: 3 clusters Score -8709219 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -8709230.000000 Penalty: 5337.447754
	Iteration 51Q: 3 clusters Score -8709230 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 46009 members 
Entering Unmasked Estep 
Score: -8709226.000000 Penalty: 5337.447754
	Iteration 52Q: 3 clusters Score -8709226 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -8709229.000000 Penalty: 5337.447754
	Iteration 53Q: 3 clusters Score -8709229 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
Score: -8709235.000000 Penalty: 5337.447754
	Iteration 54Q: 3 clusters Score -8709235 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -8709245.000000 Penalty: 5337.447754
	Iteration 55Q: 3 clusters Score -8709245 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -8709250.000000 Penalty: 5337.447754
	Iteration 56Q: 3 clusters Score -8709250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 46123 members 
Entering Unmasked Estep 
Score: -8709259.000000 Penalty: 5337.447754
	Iteration 57Q: 3 clusters Score -8709259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 46132 members 
Entering Unmasked Estep 
Score: -8709259.000000 Penalty: 5337.447754
	Iteration 58Q: 3 clusters Score -8709259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 46141 members 
Entering Unmasked Estep 
Score: -8709261.000000 Penalty: 5337.447754
	Iteration 59Q: 3 clusters Score -8709261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -8709268.000000 Penalty: 5337.447754
	Iteration 60F: 3 clusters Score -8709268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 46147 members 
Entering Unmasked Estep 
Score: -8709263.000000 Penalty: 5337.447754
	Iteration 61Q: 3 clusters Score -8709263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 46154 members 
Entering Unmasked Estep 
Score: -8709270.000000 Penalty: 5337.447754
	Iteration 62Q: 3 clusters Score -8709270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 46158 members 
Entering Unmasked Estep 
Score: -8709267.000000 Penalty: 5337.447754
	Iteration 63Q: 3 clusters Score -8709267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 46159 members 
Entering Unmasked Estep 
Score: -8709268.000000 Penalty: 5337.447754
	Iteration 64Q: 3 clusters Score -8709268 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 46166 members 
Entering Unmasked Estep 
Score: -8709271.000000 Penalty: 5337.447754
	Iteration 65Q: 3 clusters Score -8709271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 46178 members 
Entering Unmasked Estep 
Score: -8709281.000000 Penalty: 5337.447754
	Iteration 66Q: 3 clusters Score -8709281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -8709285.000000 Penalty: 5337.447754
	Iteration 67Q: 3 clusters Score -8709285 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
Score: -8709288.000000 Penalty: 5337.447754
	Iteration 68Q: 3 clusters Score -8709288 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 46226 members 
Entering Unmasked Estep 
Score: -8709297.000000 Penalty: 5337.447754
	Iteration 69Q: 3 clusters Score -8709297 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 46255 members 
Entering Unmasked Estep 
Score: -8709298.000000 Penalty: 5337.447754
	Iteration 70Q: 3 clusters Score -8709298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -8709291.000000 Penalty: 5337.447754
	Iteration 71Q: 3 clusters Score -8709291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 46289 members 
Entering Unmasked Estep 
Score: -8709302.000000 Penalty: 5337.447754
	Iteration 72Q: 3 clusters Score -8709302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 46292 members 
Entering Unmasked Estep 
Score: -8709305.000000 Penalty: 5337.447754
	Iteration 73Q: 3 clusters Score -8709305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 46299 members 
Entering Unmasked Estep 
Score: -8709309.000000 Penalty: 5337.447754
	Iteration 74Q: 3 clusters Score -8709309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 46306 members 
Entering Unmasked Estep 
Score: -8709307.000000 Penalty: 5337.447754
	Iteration 75Q: 3 clusters Score -8709307 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 46318 members 
Entering Unmasked Estep 
Score: -8709310.000000 Penalty: 5337.447754
	Iteration 76Q: 3 clusters Score -8709310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 46326 members 
Entering Unmasked Estep 
Score: -8709314.000000 Penalty: 5337.447754
	Iteration 77Q: 3 clusters Score -8709314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -8709313.000000 Penalty: 5337.447754
	Iteration 78Q: 3 clusters Score -8709313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 46336 members 
Entering Unmasked Estep 
Score: -8709326.000000 Penalty: 5337.447754
	Iteration 79Q: 3 clusters Score -8709326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 46338 members 
Entering Unmasked Estep 
Score: -8709327.000000 Penalty: 5337.447754
	Iteration 80F: 3 clusters Score -8709327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -8709333.000000 Penalty: 5337.447754
	Iteration 81Q: 3 clusters Score -8709333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 46340 members 
Entering Unmasked Estep 
Score: -8709339.000000 Penalty: 5337.447754
	Iteration 82Q: 3 clusters Score -8709339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 46345 members 
Entering Unmasked Estep 
Score: -8709330.000000 Penalty: 5337.447754
	Iteration 83Q: 3 clusters Score -8709330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 46349 members 
Entering Unmasked Estep 
Score: -8709331.000000 Penalty: 5337.447754
	Iteration 84Q: 3 clusters Score -8709331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 46354 members 
Entering Unmasked Estep 
Score: -8709325.000000 Penalty: 5337.447754
	Iteration 85Q: 3 clusters Score -8709325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 46356 members 
Entering Unmasked Estep 
Score: -8709319.000000 Penalty: 5337.447754
	Iteration 86Q: 3 clusters Score -8709319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 46356 members 
Entering Unmasked Estep 
Score: -8709324.000000 Penalty: 5337.447754
	Iteration 87Q: 3 clusters Score -8709324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 46358 members 
Entering Unmasked Estep 
Score: -8709321.000000 Penalty: 5337.447754
	Iteration 88Q: 3 clusters Score -8709321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 46361 members 
Entering Unmasked Estep 
Score: -8709327.000000 Penalty: 5337.447754
	Iteration 89Q: 3 clusters Score -8709327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
Score: -8709333.000000 Penalty: 5337.447754
	Iteration 90Q: 3 clusters Score -8709333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
Score: -8709325.000000 Penalty: 5337.447754
	Iteration 91Q: 3 clusters Score -8709325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 46366 members 
Entering Unmasked Estep 
Score: -8709334.000000 Penalty: 5337.447754
	Iteration 92Q: 3 clusters Score -8709334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 46368 members 
Entering Unmasked Estep 
Score: -8709332.000000 Penalty: 5337.447754
	Iteration 93Q: 3 clusters Score -8709332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 46371 members 
Entering Unmasked Estep 
Score: -8709335.000000 Penalty: 5337.447754
	Iteration 94Q: 3 clusters Score -8709335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 46374 members 
Entering Unmasked Estep 
Score: -8709332.000000 Penalty: 5337.447754
	Iteration 95Q: 3 clusters Score -8709332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 46374 members 
Entering Unmasked Estep 
Score: -8709332.000000 Penalty: 5337.447754
	Iteration 96Q: 3 clusters Score -8709332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 46374 members 
Entering Unmasked Estep 
Score: -8709332.000000 Penalty: 5337.447754
	Iteration 97F: 3 clusters Score -8709332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (36863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Entering Unmasked Estep 
Score: -6699377.000000 Penalty: 2607.710938
	Iteration 0F: 2 clusters Score -6699377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -6674220.500000 Penalty: 5215.421875
	Iteration 0F: 3 clusters Score -6674220 nChanged 16794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -6683559.500000 Penalty: 5215.421875
	Iteration 1F: 3 clusters Score -6683560 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -6684073.500000 Penalty: 5215.421875
	Iteration 2Q: 3 clusters Score -6684074 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -6684589.000000 Penalty: 5215.421875
	Iteration 3Q: 3 clusters Score -6684589 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -6685183.000000 Penalty: 5215.421875
	Iteration 4Q: 3 clusters Score -6685183 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -6685856.000000 Penalty: 5215.421875
	Iteration 5Q: 3 clusters Score -6685856 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -6686722.000000 Penalty: 5215.421875
	Iteration 6Q: 3 clusters Score -6686722 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -6687743.000000 Penalty: 5215.421875
	Iteration 7F: 3 clusters Score -6687743 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -6689070.000000 Penalty: 5215.421875
	Iteration 8F: 3 clusters Score -6689070 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -6690591.000000 Penalty: 5215.421875
	Iteration 9F: 3 clusters Score -6690591 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -6691992.000000 Penalty: 5215.421875
	Iteration 10F: 3 clusters Score -6691992 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -6693087.500000 Penalty: 5215.421875
	Iteration 11Q: 3 clusters Score -6693088 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -6693763.500000 Penalty: 5215.421875
	Iteration 12Q: 3 clusters Score -6693764 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -6694233.500000 Penalty: 5215.421875
	Iteration 13Q: 3 clusters Score -6694234 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -6694571.500000 Penalty: 5215.421875
	Iteration 14Q: 3 clusters Score -6694572 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -6694817.500000 Penalty: 5215.421875
	Iteration 15Q: 3 clusters Score -6694818 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 24843 members 
Entering Unmasked Estep 
Score: -6695016.000000 Penalty: 5215.421875
	Iteration 16Q: 3 clusters Score -6695016 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -6695203.000000 Penalty: 5215.421875
	Iteration 17Q: 3 clusters Score -6695203 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -6695422.500000 Penalty: 5215.421875
	Iteration 18Q: 3 clusters Score -6695422 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -6695567.000000 Penalty: 5215.421875
	Iteration 19Q: 3 clusters Score -6695567 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -6695687.500000 Penalty: 5215.421875
	Iteration 20F: 3 clusters Score -6695688 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 26995 members 
Entering Unmasked Estep 
Score: -6695812.000000 Penalty: 5215.421875
	Iteration 21Q: 3 clusters Score -6695812 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -6695909.000000 Penalty: 5215.421875
	Iteration 22Q: 3 clusters Score -6695909 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -6695999.000000 Penalty: 5215.421875
	Iteration 23Q: 3 clusters Score -6695999 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -6696083.000000 Penalty: 5215.421875
	Iteration 24Q: 3 clusters Score -6696083 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -6696161.500000 Penalty: 5215.421875
	Iteration 25Q: 3 clusters Score -6696162 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -6696229.000000 Penalty: 5215.421875
	Iteration 26Q: 3 clusters Score -6696229 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -6696296.000000 Penalty: 5215.421875
	Iteration 27Q: 3 clusters Score -6696296 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -6696347.500000 Penalty: 5215.421875
	Iteration 28Q: 3 clusters Score -6696348 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 29357 members 
Entering Unmasked Estep 
Score: -6696412.500000 Penalty: 5215.421875
	Iteration 29Q: 3 clusters Score -6696412 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -6696488.000000 Penalty: 5215.421875
	Iteration 30Q: 3 clusters Score -6696488 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -6696535.500000 Penalty: 5215.421875
	Iteration 31Q: 3 clusters Score -6696536 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -6696573.500000 Penalty: 5215.421875
	Iteration 32Q: 3 clusters Score -6696574 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -6696599.000000 Penalty: 5215.421875
	Iteration 33Q: 3 clusters Score -6696599 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -6696633.500000 Penalty: 5215.421875
	Iteration 34Q: 3 clusters Score -6696634 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -6696693.500000 Penalty: 5215.421875
	Iteration 35Q: 3 clusters Score -6696694 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 30602 members 
Entering Unmasked Estep 
Score: -6696732.000000 Penalty: 5215.421875
	Iteration 36Q: 3 clusters Score -6696732 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -6696743.500000 Penalty: 5215.421875
	Iteration 37Q: 3 clusters Score -6696744 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -6696767.000000 Penalty: 5215.421875
	Iteration 38Q: 3 clusters Score -6696767 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -6696792.500000 Penalty: 5215.421875
	Iteration 39Q: 3 clusters Score -6696792 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -6696798.500000 Penalty: 5215.421875
	Iteration 40F: 3 clusters Score -6696798 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 31213 members 
Entering Unmasked Estep 
Score: -6696811.500000 Penalty: 5215.421875
	Iteration 41Q: 3 clusters Score -6696812 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -6696840.500000 Penalty: 5215.421875
	Iteration 42Q: 3 clusters Score -6696840 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 31394 members 
Entering Unmasked Estep 
Score: -6696858.500000 Penalty: 5215.421875
	Iteration 43Q: 3 clusters Score -6696858 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -6696883.500000 Penalty: 5215.421875
	Iteration 44Q: 3 clusters Score -6696884 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -6696886.000000 Penalty: 5215.421875
	Iteration 45Q: 3 clusters Score -6696886 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -6696899.000000 Penalty: 5215.421875
	Iteration 46Q: 3 clusters Score -6696899 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 31699 members 
Entering Unmasked Estep 
Score: -6696910.000000 Penalty: 5215.421875
	Iteration 47Q: 3 clusters Score -6696910 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -6696926.500000 Penalty: 5215.421875
	Iteration 48Q: 3 clusters Score -6696926 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
Score: -6696933.000000 Penalty: 5215.421875
	Iteration 49Q: 3 clusters Score -6696933 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -6696939.500000 Penalty: 5215.421875
	Iteration 50Q: 3 clusters Score -6696940 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -6696960.500000 Penalty: 5215.421875
	Iteration 51Q: 3 clusters Score -6696960 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -6696963.500000 Penalty: 5215.421875
	Iteration 52Q: 3 clusters Score -6696964 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -6696972.500000 Penalty: 5215.421875
	Iteration 53Q: 3 clusters Score -6696972 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -6696987.500000 Penalty: 5215.421875
	Iteration 54Q: 3 clusters Score -6696988 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -6696984.500000 Penalty: 5215.421875
	Iteration 55Q: 3 clusters Score -6696984 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -6696987.000000 Penalty: 5215.421875
	Iteration 56Q: 3 clusters Score -6696987 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 32161 members 
Entering Unmasked Estep 
Score: -6697001.500000 Penalty: 5215.421875
	Iteration 57Q: 3 clusters Score -6697002 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 32191 members 
Entering Unmasked Estep 
Score: -6696996.000000 Penalty: 5215.421875
	Iteration 58Q: 3 clusters Score -6696996 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 32219 members 
Entering Unmasked Estep 
Score: -6697015.000000 Penalty: 5215.421875
	Iteration 59Q: 3 clusters Score -6697015 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -6697012.500000 Penalty: 5215.421875
	Iteration 60F: 3 clusters Score -6697012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -6697014.500000 Penalty: 5215.421875
	Iteration 61Q: 3 clusters Score -6697014 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -6697018.000000 Penalty: 5215.421875
	Iteration 62Q: 3 clusters Score -6697018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -6697031.000000 Penalty: 5215.421875
	Iteration 63Q: 3 clusters Score -6697031 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -6697030.000000 Penalty: 5215.421875
	Iteration 64Q: 3 clusters Score -6697030 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -6697036.500000 Penalty: 5215.421875
	Iteration 65Q: 3 clusters Score -6697036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -6697034.000000 Penalty: 5215.421875
	Iteration 66Q: 3 clusters Score -6697034 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -6697031.500000 Penalty: 5215.421875
	Iteration 67Q: 3 clusters Score -6697032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -6697046.000000 Penalty: 5215.421875
	Iteration 68Q: 3 clusters Score -6697046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 32441 members 
Entering Unmasked Estep 
Score: -6697048.500000 Penalty: 5215.421875
	Iteration 69Q: 3 clusters Score -6697048 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -6697049.500000 Penalty: 5215.421875
	Iteration 70Q: 3 clusters Score -6697050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 32493 members 
Entering Unmasked Estep 
Score: -6697051.500000 Penalty: 5215.421875
	Iteration 71Q: 3 clusters Score -6697052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -6697061.000000 Penalty: 5215.421875
	Iteration 72Q: 3 clusters Score -6697061 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -6697058.000000 Penalty: 5215.421875
	Iteration 73Q: 3 clusters Score -6697058 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -6697067.500000 Penalty: 5215.421875
	Iteration 74Q: 3 clusters Score -6697068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -6697079.000000 Penalty: 5215.421875
	Iteration 75Q: 3 clusters Score -6697079 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -6697097.000000 Penalty: 5215.421875
	Iteration 76Q: 3 clusters Score -6697097 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -6697093.500000 Penalty: 5215.421875
	Iteration 77Q: 3 clusters Score -6697094 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
Score: -6697107.500000 Penalty: 5215.421875
	Iteration 78Q: 3 clusters Score -6697108 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -6697104.500000 Penalty: 5215.421875
	Iteration 79Q: 3 clusters Score -6697104 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -6697091.500000 Penalty: 5215.421875
	Iteration 80F: 3 clusters Score -6697092 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 32835 members 
Entering Unmasked Estep 
Score: -6697120.000000 Penalty: 5215.421875
	Iteration 81Q: 3 clusters Score -6697120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -6697129.500000 Penalty: 5215.421875
	Iteration 82Q: 3 clusters Score -6697130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -6697128.000000 Penalty: 5215.421875
	Iteration 83Q: 3 clusters Score -6697128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -6697125.000000 Penalty: 5215.421875
	Iteration 84Q: 3 clusters Score -6697125 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
Score: -6697137.500000 Penalty: 5215.421875
	Iteration 85Q: 3 clusters Score -6697138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -6697144.000000 Penalty: 5215.421875
	Iteration 86Q: 3 clusters Score -6697144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -6697135.000000 Penalty: 5215.421875
	Iteration 87Q: 3 clusters Score -6697135 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -6697143.500000 Penalty: 5215.421875
	Iteration 88Q: 3 clusters Score -6697144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -6697145.000000 Penalty: 5215.421875
	Iteration 89Q: 3 clusters Score -6697145 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -6697139.500000 Penalty: 5215.421875
	Iteration 90Q: 3 clusters Score -6697140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -6697139.000000 Penalty: 5215.421875
	Iteration 91Q: 3 clusters Score -6697139 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -6697150.000000 Penalty: 5215.421875
	Iteration 92Q: 3 clusters Score -6697150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -6697155.500000 Penalty: 5215.421875
	Iteration 93Q: 3 clusters Score -6697156 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 33080 members 
Entering Unmasked Estep 
Score: -6697156.500000 Penalty: 5215.421875
	Iteration 94Q: 3 clusters Score -6697156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -6697167.000000 Penalty: 5215.421875
	Iteration 95Q: 3 clusters Score -6697167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -6697164.500000 Penalty: 5215.421875
	Iteration 96Q: 3 clusters Score -6697164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -6697158.000000 Penalty: 5215.421875
	Iteration 97Q: 3 clusters Score -6697158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -6697163.500000 Penalty: 5215.421875
	Iteration 98Q: 3 clusters Score -6697164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -6697162.000000 Penalty: 5215.421875
	Iteration 99Q: 3 clusters Score -6697162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -6697167.500000 Penalty: 5215.421875
	Iteration 100F: 3 clusters Score -6697168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -6697177.500000 Penalty: 5215.421875
	Iteration 101Q: 3 clusters Score -6697178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -6697173.500000 Penalty: 5215.421875
	Iteration 102Q: 3 clusters Score -6697174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -6697171.000000 Penalty: 5215.421875
	Iteration 103Q: 3 clusters Score -6697171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -6697169.000000 Penalty: 5215.421875
	Iteration 104Q: 3 clusters Score -6697169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -6697174.000000 Penalty: 5215.421875
	Iteration 105Q: 3 clusters Score -6697174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 33159 members 
Entering Unmasked Estep 
Score: -6697172.000000 Penalty: 5215.421875
	Iteration 106Q: 3 clusters Score -6697172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -6697174.000000 Penalty: 5215.421875
	Iteration 107Q: 3 clusters Score -6697174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 33167 members 
Entering Unmasked Estep 
Score: -6697173.000000 Penalty: 5215.421875
	Iteration 108Q: 3 clusters Score -6697173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -6697170.000000 Penalty: 5215.421875
	Iteration 109Q: 3 clusters Score -6697170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -6697176.000000 Penalty: 5215.421875
	Iteration 110Q: 3 clusters Score -6697176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -6697175.500000 Penalty: 5215.421875
	Iteration 111Q: 3 clusters Score -6697176 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -6697183.000000 Penalty: 5215.421875
	Iteration 112Q: 3 clusters Score -6697183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -6697183.000000 Penalty: 5215.421875
	Iteration 113Q: 3 clusters Score -6697183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -6697181.000000 Penalty: 5215.421875
	Iteration 114Q: 3 clusters Score -6697181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -6697176.500000 Penalty: 5215.421875
	Iteration 115Q: 3 clusters Score -6697176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -6697184.500000 Penalty: 5215.421875
	Iteration 116Q: 3 clusters Score -6697184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -6697180.000000 Penalty: 5215.421875
	Iteration 117Q: 3 clusters Score -6697180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -6697185.500000 Penalty: 5215.421875
	Iteration 118Q: 3 clusters Score -6697186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -6697181.000000 Penalty: 5215.421875
	Iteration 119Q: 3 clusters Score -6697181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -6697187.000000 Penalty: 5215.421875
	Iteration 120F: 3 clusters Score -6697187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -6697186.500000 Penalty: 5215.421875
	Iteration 121Q: 3 clusters Score -6697186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -6697186.500000 Penalty: 5215.421875
	Iteration 122Q: 3 clusters Score -6697186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -6697183.500000 Penalty: 5215.421875
	Iteration 123Q: 3 clusters Score -6697184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -6697181.000000 Penalty: 5215.421875
	Iteration 124Q: 3 clusters Score -6697181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 33222 members 
Entering Unmasked Estep 
Score: -6697180.000000 Penalty: 5215.421875
	Iteration 125Q: 3 clusters Score -6697180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 33223 members 
Entering Unmasked Estep 
Score: -6697186.000000 Penalty: 5215.421875
	Iteration 126Q: 3 clusters Score -6697186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 33223 members 
Entering Unmasked Estep 
Score: -6697186.000000 Penalty: 5215.421875
	Iteration 127F: 3 clusters Score -6697186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (26513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Entering Unmasked Estep 
Score: -4712575.000000 Penalty: 2525.976807
	Iteration 0F: 2 clusters Score -4712575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -4694230.000000 Penalty: 5051.953613
	Iteration 0F: 3 clusters Score -4694230 nChanged 12007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -4700529.000000 Penalty: 5051.953613
	Iteration 1F: 3 clusters Score -4700529 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -4700948.500000 Penalty: 5051.953613
	Iteration 2Q: 3 clusters Score -4700948 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -4701281.500000 Penalty: 5051.953613
	Iteration 3Q: 3 clusters Score -4701282 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -4701576.000000 Penalty: 5051.953613
	Iteration 4Q: 3 clusters Score -4701576 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -4701917.500000 Penalty: 5051.953613
	Iteration 5Q: 3 clusters Score -4701918 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -4702253.500000 Penalty: 5051.953613
	Iteration 6Q: 3 clusters Score -4702254 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -4702664.000000 Penalty: 5051.953613
	Iteration 7Q: 3 clusters Score -4702664 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -4703266.000000 Penalty: 5051.953613
	Iteration 8Q: 3 clusters Score -4703266 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -4704133.000000 Penalty: 5051.953613
	Iteration 9F: 3 clusters Score -4704133 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -4705171.000000 Penalty: 5051.953613
	Iteration 10F: 3 clusters Score -4705171 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -4706403.000000 Penalty: 5051.953613
	Iteration 11F: 3 clusters Score -4706403 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -4707753.500000 Penalty: 5051.953613
	Iteration 12F: 3 clusters Score -4707754 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -4708900.000000 Penalty: 5051.953613
	Iteration 13Q: 3 clusters Score -4708900 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -4709578.000000 Penalty: 5051.953613
	Iteration 14Q: 3 clusters Score -4709578 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -4709922.500000 Penalty: 5051.953613
	Iteration 15Q: 3 clusters Score -4709922 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -4710082.500000 Penalty: 5051.953613
	Iteration 16Q: 3 clusters Score -4710082 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -4710198.000000 Penalty: 5051.953613
	Iteration 17Q: 3 clusters Score -4710198 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -4710257.500000 Penalty: 5051.953613
	Iteration 18Q: 3 clusters Score -4710258 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 26193 members 
Entering Unmasked Estep 
Score: -4710302.000000 Penalty: 5051.953613
	Iteration 19Q: 3 clusters Score -4710302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 26210 members 
Entering Unmasked Estep 
Score: -4710329.000000 Penalty: 5051.953613
	Iteration 20F: 3 clusters Score -4710329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -4710348.500000 Penalty: 5051.953613
	Iteration 21Q: 3 clusters Score -4710348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -4710359.500000 Penalty: 5051.953613
	Iteration 22Q: 3 clusters Score -4710360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 26235 members 
Entering Unmasked Estep 
Score: -4710366.000000 Penalty: 5051.953613
	Iteration 23Q: 3 clusters Score -4710366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -4710375.000000 Penalty: 5051.953613
	Iteration 24Q: 3 clusters Score -4710375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 26241 members 
Entering Unmasked Estep 
Score: -4710374.000000 Penalty: 5051.953613
	Iteration 25Q: 3 clusters Score -4710374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -4710380.000000 Penalty: 5051.953613
	Iteration 26Q: 3 clusters Score -4710380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -4710381.500000 Penalty: 5051.953613
	Iteration 27Q: 3 clusters Score -4710382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -4710381.500000 Penalty: 5051.953613
	Iteration 28F: 3 clusters Score -4710382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (43160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Entering Unmasked Estep 
Score: -7907993.500000 Penalty: 2646.822021
	Iteration 0F: 2 clusters Score -7907994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -7879775.000000 Penalty: 5293.644043
	Iteration 0F: 3 clusters Score -7879775 nChanged 19982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -7891438.000000 Penalty: 5293.644043
	Iteration 1F: 3 clusters Score -7891438 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -7892714.000000 Penalty: 5293.644043
	Iteration 2F: 3 clusters Score -7892714 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -7894280.500000 Penalty: 5293.644043
	Iteration 3F: 3 clusters Score -7894280 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -7896077.000000 Penalty: 5293.644043
	Iteration 4F: 3 clusters Score -7896077 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -7898084.000000 Penalty: 5293.644043
	Iteration 5F: 3 clusters Score -7898084 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -7900101.500000 Penalty: 5293.644043
	Iteration 6F: 3 clusters Score -7900102 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25448 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -7901870.000000 Penalty: 5293.644043
	Iteration 7F: 3 clusters Score -7901870 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -7903090.000000 Penalty: 5293.644043
	Iteration 8Q: 3 clusters Score -7903090 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -7903929.000000 Penalty: 5293.644043
	Iteration 9Q: 3 clusters Score -7903929 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -7904441.000000 Penalty: 5293.644043
	Iteration 10Q: 3 clusters Score -7904441 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29357 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -7904878.500000 Penalty: 5293.644043
	Iteration 11Q: 3 clusters Score -7904878 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -7905241.500000 Penalty: 5293.644043
	Iteration 12Q: 3 clusters Score -7905242 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -7905552.500000 Penalty: 5293.644043
	Iteration 13Q: 3 clusters Score -7905552 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -7905803.500000 Penalty: 5293.644043
	Iteration 14Q: 3 clusters Score -7905804 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -7905992.500000 Penalty: 5293.644043
	Iteration 15Q: 3 clusters Score -7905992 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -7906104.000000 Penalty: 5293.644043
	Iteration 16Q: 3 clusters Score -7906104 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -7906242.500000 Penalty: 5293.644043
	Iteration 17Q: 3 clusters Score -7906242 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -7906336.500000 Penalty: 5293.644043
	Iteration 18Q: 3 clusters Score -7906336 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -7906429.500000 Penalty: 5293.644043
	Iteration 19Q: 3 clusters Score -7906430 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -7906520.500000 Penalty: 5293.644043
	Iteration 20F: 3 clusters Score -7906520 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -7906576.500000 Penalty: 5293.644043
	Iteration 21Q: 3 clusters Score -7906576 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -7906608.500000 Penalty: 5293.644043
	Iteration 22Q: 3 clusters Score -7906608 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -7906652.500000 Penalty: 5293.644043
	Iteration 23Q: 3 clusters Score -7906652 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -7906725.500000 Penalty: 5293.644043
	Iteration 24Q: 3 clusters Score -7906726 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -7906773.500000 Penalty: 5293.644043
	Iteration 25Q: 3 clusters Score -7906774 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -7906804.500000 Penalty: 5293.644043
	Iteration 26Q: 3 clusters Score -7906804 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -7906874.000000 Penalty: 5293.644043
	Iteration 27Q: 3 clusters Score -7906874 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -7906909.000000 Penalty: 5293.644043
	Iteration 28Q: 3 clusters Score -7906909 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -7906903.500000 Penalty: 5293.644043
	Iteration 29Q: 3 clusters Score -7906904 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -7906963.000000 Penalty: 5293.644043
	Iteration 30Q: 3 clusters Score -7906963 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35629 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -7907000.500000 Penalty: 5293.644043
	Iteration 31Q: 3 clusters Score -7907000 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -7907037.000000 Penalty: 5293.644043
	Iteration 32Q: 3 clusters Score -7907037 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35951 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -7907023.000000 Penalty: 5293.644043
	Iteration 33Q: 3 clusters Score -7907023 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -7907075.000000 Penalty: 5293.644043
	Iteration 34Q: 3 clusters Score -7907075 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -7907095.000000 Penalty: 5293.644043
	Iteration 35Q: 3 clusters Score -7907095 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -7907096.500000 Penalty: 5293.644043
	Iteration 36Q: 3 clusters Score -7907096 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -7907115.500000 Penalty: 5293.644043
	Iteration 37Q: 3 clusters Score -7907116 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -7907127.500000 Penalty: 5293.644043
	Iteration 38Q: 3 clusters Score -7907128 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36669 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -7907161.500000 Penalty: 5293.644043
	Iteration 39Q: 3 clusters Score -7907162 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -7907176.000000 Penalty: 5293.644043
	Iteration 40F: 3 clusters Score -7907176 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36884 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -7907200.500000 Penalty: 5293.644043
	Iteration 41Q: 3 clusters Score -7907200 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -7907196.500000 Penalty: 5293.644043
	Iteration 42Q: 3 clusters Score -7907196 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37069 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -7907242.500000 Penalty: 5293.644043
	Iteration 43Q: 3 clusters Score -7907242 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -7907248.000000 Penalty: 5293.644043
	Iteration 44Q: 3 clusters Score -7907248 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37215 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -7907262.500000 Penalty: 5293.644043
	Iteration 45Q: 3 clusters Score -7907262 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -7907257.000000 Penalty: 5293.644043
	Iteration 46Q: 3 clusters Score -7907257 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -7907261.500000 Penalty: 5293.644043
	Iteration 47Q: 3 clusters Score -7907262 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37429 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -7907271.500000 Penalty: 5293.644043
	Iteration 48Q: 3 clusters Score -7907272 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37493 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -7907267.500000 Penalty: 5293.644043
	Iteration 49Q: 3 clusters Score -7907268 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -7907290.000000 Penalty: 5293.644043
	Iteration 50Q: 3 clusters Score -7907290 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -7907300.500000 Penalty: 5293.644043
	Iteration 51Q: 3 clusters Score -7907300 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -7907315.000000 Penalty: 5293.644043
	Iteration 52Q: 3 clusters Score -7907315 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -7907308.500000 Penalty: 5293.644043
	Iteration 53Q: 3 clusters Score -7907308 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37741 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -7907330.000000 Penalty: 5293.644043
	Iteration 54Q: 3 clusters Score -7907330 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -7907322.500000 Penalty: 5293.644043
	Iteration 55Q: 3 clusters Score -7907322 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -7907332.500000 Penalty: 5293.644043
	Iteration 56Q: 3 clusters Score -7907332 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37862 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -7907341.500000 Penalty: 5293.644043
	Iteration 57Q: 3 clusters Score -7907342 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -7907353.000000 Penalty: 5293.644043
	Iteration 58Q: 3 clusters Score -7907353 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37974 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -7907353.500000 Penalty: 5293.644043
	Iteration 59Q: 3 clusters Score -7907354 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -7907336.500000 Penalty: 5293.644043
	Iteration 60F: 3 clusters Score -7907336 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -7907370.000000 Penalty: 5293.644043
	Iteration 61Q: 3 clusters Score -7907370 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -7907376.000000 Penalty: 5293.644043
	Iteration 62Q: 3 clusters Score -7907376 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -7907386.500000 Penalty: 5293.644043
	Iteration 63Q: 3 clusters Score -7907386 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -7907395.500000 Penalty: 5293.644043
	Iteration 64Q: 3 clusters Score -7907396 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -7907399.000000 Penalty: 5293.644043
	Iteration 65Q: 3 clusters Score -7907399 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -7907406.500000 Penalty: 5293.644043
	Iteration 66Q: 3 clusters Score -7907406 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -7907387.000000 Penalty: 5293.644043
	Iteration 67Q: 3 clusters Score -7907387 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38501 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -7907406.500000 Penalty: 5293.644043
	Iteration 68Q: 3 clusters Score -7907406 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -7907401.000000 Penalty: 5293.644043
	Iteration 69Q: 3 clusters Score -7907401 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -7907396.500000 Penalty: 5293.644043
	Iteration 70Q: 3 clusters Score -7907396 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -7907378.500000 Penalty: 5293.644043
	Iteration 71Q: 3 clusters Score -7907378 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -7907386.000000 Penalty: 5293.644043
	Iteration 72Q: 3 clusters Score -7907386 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -7907382.000000 Penalty: 5293.644043
	Iteration 73Q: 3 clusters Score -7907382 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -7907404.000000 Penalty: 5293.644043
	Iteration 74Q: 3 clusters Score -7907404 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -7907402.000000 Penalty: 5293.644043
	Iteration 75Q: 3 clusters Score -7907402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38873 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -7907410.500000 Penalty: 5293.644043
	Iteration 76Q: 3 clusters Score -7907410 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38934 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -7907403.000000 Penalty: 5293.644043
	Iteration 77Q: 3 clusters Score -7907403 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -7907419.500000 Penalty: 5293.644043
	Iteration 78Q: 3 clusters Score -7907420 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -7907411.000000 Penalty: 5293.644043
	Iteration 79Q: 3 clusters Score -7907411 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -7907404.000000 Penalty: 5293.644043
	Iteration 80F: 3 clusters Score -7907404 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39113 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -7907419.500000 Penalty: 5293.644043
	Iteration 81Q: 3 clusters Score -7907420 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -7907420.500000 Penalty: 5293.644043
	Iteration 82Q: 3 clusters Score -7907420 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39176 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -7907416.000000 Penalty: 5293.644043
	Iteration 83Q: 3 clusters Score -7907416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -7907414.000000 Penalty: 5293.644043
	Iteration 84Q: 3 clusters Score -7907414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -7907421.000000 Penalty: 5293.644043
	Iteration 85Q: 3 clusters Score -7907421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -7907413.000000 Penalty: 5293.644043
	Iteration 86Q: 3 clusters Score -7907413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39230 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -7907418.000000 Penalty: 5293.644043
	Iteration 87Q: 3 clusters Score -7907418 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39237 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -7907426.500000 Penalty: 5293.644043
	Iteration 88Q: 3 clusters Score -7907426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39248 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -7907415.500000 Penalty: 5293.644043
	Iteration 89Q: 3 clusters Score -7907416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39255 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -7907404.500000 Penalty: 5293.644043
	Iteration 90Q: 3 clusters Score -7907404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39261 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -7907401.000000 Penalty: 5293.644043
	Iteration 91Q: 3 clusters Score -7907401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -7907405.000000 Penalty: 5293.644043
	Iteration 92Q: 3 clusters Score -7907405 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -7907412.500000 Penalty: 5293.644043
	Iteration 93Q: 3 clusters Score -7907412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -7907406.000000 Penalty: 5293.644043
	Iteration 94Q: 3 clusters Score -7907406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -7907404.000000 Penalty: 5293.644043
	Iteration 95Q: 3 clusters Score -7907404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -7907402.500000 Penalty: 5293.644043
	Iteration 96Q: 3 clusters Score -7907402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -7907397.500000 Penalty: 5293.644043
	Iteration 97Q: 3 clusters Score -7907398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -7907406.500000 Penalty: 5293.644043
	Iteration 98Q: 3 clusters Score -7907406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -7907398.500000 Penalty: 5293.644043
	Iteration 99Q: 3 clusters Score -7907398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39315 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -7907406.000000 Penalty: 5293.644043
	Iteration 100F: 3 clusters Score -7907406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39319 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -7907409.000000 Penalty: 5293.644043
	Iteration 101Q: 3 clusters Score -7907409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -7907411.000000 Penalty: 5293.644043
	Iteration 102Q: 3 clusters Score -7907411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -7907407.500000 Penalty: 5293.644043
	Iteration 103Q: 3 clusters Score -7907408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39325 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -7907404.500000 Penalty: 5293.644043
	Iteration 104Q: 3 clusters Score -7907404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -7907404.500000 Penalty: 5293.644043
	Iteration 105Q: 3 clusters Score -7907404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -7907409.500000 Penalty: 5293.644043
	Iteration 106Q: 3 clusters Score -7907410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -7907415.500000 Penalty: 5293.644043
	Iteration 107Q: 3 clusters Score -7907416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -7907410.000000 Penalty: 5293.644043
	Iteration 108Q: 3 clusters Score -7907410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39361 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -7907407.500000 Penalty: 5293.644043
	Iteration 109Q: 3 clusters Score -7907408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -7907417.000000 Penalty: 5293.644043
	Iteration 110Q: 3 clusters Score -7907417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -7907422.000000 Penalty: 5293.644043
	Iteration 111Q: 3 clusters Score -7907422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -7907432.000000 Penalty: 5293.644043
	Iteration 112Q: 3 clusters Score -7907432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -7907430.500000 Penalty: 5293.644043
	Iteration 113Q: 3 clusters Score -7907430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -7907438.000000 Penalty: 5293.644043
	Iteration 114Q: 3 clusters Score -7907438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -7907437.000000 Penalty: 5293.644043
	Iteration 115Q: 3 clusters Score -7907437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -7907437.000000 Penalty: 5293.644043
	Iteration 116Q: 3 clusters Score -7907437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -7907437.000000 Penalty: 5293.644043
	Iteration 117F: 3 clusters Score -7907437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46084 members 
Entering Unmasked Estep 
Score: -8440618.000000 Penalty: 2663.078857
	Iteration 0F: 2 clusters Score -8440618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -8410745.000000 Penalty: 5326.157715
	Iteration 0F: 3 clusters Score -8410745 nChanged 21285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -8422598.000000 Penalty: 5326.157715
	Iteration 1F: 3 clusters Score -8422598 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -8423318.000000 Penalty: 5326.157715
	Iteration 2Q: 3 clusters Score -8423318 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -8424045.000000 Penalty: 5326.157715
	Iteration 3Q: 3 clusters Score -8424045 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -8424962.000000 Penalty: 5326.157715
	Iteration 4Q: 3 clusters Score -8424962 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -8426161.000000 Penalty: 5326.157715
	Iteration 5F: 3 clusters Score -8426161 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -8427769.000000 Penalty: 5326.157715
	Iteration 6F: 3 clusters Score -8427769 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -8429902.000000 Penalty: 5326.157715
	Iteration 7F: 3 clusters Score -8429902 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -8432266.000000 Penalty: 5326.157715
	Iteration 8F: 3 clusters Score -8432266 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -8434289.000000 Penalty: 5326.157715
	Iteration 9F: 3 clusters Score -8434289 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
Score: -8435730.000000 Penalty: 5326.157715
	Iteration 10Q: 3 clusters Score -8435730 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 39396 members 
Entering Unmasked Estep 
Score: -8436554.000000 Penalty: 5326.157715
	Iteration 11Q: 3 clusters Score -8436554 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -8437014.000000 Penalty: 5326.157715
	Iteration 12Q: 3 clusters Score -8437014 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -8437362.000000 Penalty: 5326.157715
	Iteration 13Q: 3 clusters Score -8437362 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -8437597.000000 Penalty: 5326.157715
	Iteration 14Q: 3 clusters Score -8437597 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -8437792.000000 Penalty: 5326.157715
	Iteration 15Q: 3 clusters Score -8437792 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 42609 members 
Entering Unmasked Estep 
Score: -8437943.000000 Penalty: 5326.157715
	Iteration 16Q: 3 clusters Score -8437943 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 43073 members 
Entering Unmasked Estep 
Score: -8438077.000000 Penalty: 5326.157715
	Iteration 17Q: 3 clusters Score -8438077 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -8438179.000000 Penalty: 5326.157715
	Iteration 18Q: 3 clusters Score -8438179 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 43847 members 
Entering Unmasked Estep 
Score: -8438242.000000 Penalty: 5326.157715
	Iteration 19Q: 3 clusters Score -8438242 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 44149 members 
Entering Unmasked Estep 
Score: -8438322.000000 Penalty: 5326.157715
	Iteration 20F: 3 clusters Score -8438322 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -8438343.000000 Penalty: 5326.157715
	Iteration 21Q: 3 clusters Score -8438343 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 44614 members 
Entering Unmasked Estep 
Score: -8438394.000000 Penalty: 5326.157715
	Iteration 22Q: 3 clusters Score -8438394 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 44791 members 
Entering Unmasked Estep 
Score: -8438448.000000 Penalty: 5326.157715
	Iteration 23Q: 3 clusters Score -8438448 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 44936 members 
Entering Unmasked Estep 
Score: -8438478.000000 Penalty: 5326.157715
	Iteration 24Q: 3 clusters Score -8438478 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 45040 members 
Entering Unmasked Estep 
Score: -8438508.000000 Penalty: 5326.157715
	Iteration 25Q: 3 clusters Score -8438508 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 45121 members 
Entering Unmasked Estep 
Score: -8438521.000000 Penalty: 5326.157715
	Iteration 26Q: 3 clusters Score -8438521 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 45183 members 
Entering Unmasked Estep 
Score: -8438547.000000 Penalty: 5326.157715
	Iteration 27Q: 3 clusters Score -8438547 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -8438537.000000 Penalty: 5326.157715
	Iteration 28Q: 3 clusters Score -8438537 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 45287 members 
Entering Unmasked Estep 
Score: -8438550.000000 Penalty: 5326.157715
	Iteration 29Q: 3 clusters Score -8438550 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 45317 members 
Entering Unmasked Estep 
Score: -8438569.000000 Penalty: 5326.157715
	Iteration 30Q: 3 clusters Score -8438569 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 45332 members 
Entering Unmasked Estep 
Score: -8438573.000000 Penalty: 5326.157715
	Iteration 31Q: 3 clusters Score -8438573 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 45349 members 
Entering Unmasked Estep 
Score: -8438567.000000 Penalty: 5326.157715
	Iteration 32Q: 3 clusters Score -8438567 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -8438574.000000 Penalty: 5326.157715
	Iteration 33Q: 3 clusters Score -8438574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 45370 members 
Entering Unmasked Estep 
Score: -8438574.000000 Penalty: 5326.157715
	Iteration 34Q: 3 clusters Score -8438574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -8438577.000000 Penalty: 5326.157715
	Iteration 35Q: 3 clusters Score -8438577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 45383 members 
Entering Unmasked Estep 
Score: -8438578.000000 Penalty: 5326.157715
	Iteration 36Q: 3 clusters Score -8438578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -8438580.000000 Penalty: 5326.157715
	Iteration 37Q: 3 clusters Score -8438580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 45392 members 
Entering Unmasked Estep 
Score: -8438583.000000 Penalty: 5326.157715
	Iteration 38Q: 3 clusters Score -8438583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 45395 members 
Entering Unmasked Estep 
Score: -8438593.000000 Penalty: 5326.157715
	Iteration 39Q: 3 clusters Score -8438593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -8438596.000000 Penalty: 5326.157715
	Iteration 40F: 3 clusters Score -8438596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 45402 members 
Entering Unmasked Estep 
Score: -8438591.000000 Penalty: 5326.157715
	Iteration 41Q: 3 clusters Score -8438591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 45408 members 
Entering Unmasked Estep 
Score: -8438591.000000 Penalty: 5326.157715
	Iteration 42Q: 3 clusters Score -8438591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 45415 members 
Entering Unmasked Estep 
Score: -8438587.000000 Penalty: 5326.157715
	Iteration 43Q: 3 clusters Score -8438587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 45418 members 
Entering Unmasked Estep 
Score: -8438580.000000 Penalty: 5326.157715
	Iteration 44Q: 3 clusters Score -8438580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 45420 members 
Entering Unmasked Estep 
Score: -8438577.000000 Penalty: 5326.157715
	Iteration 45Q: 3 clusters Score -8438577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 45424 members 
Entering Unmasked Estep 
Score: -8438579.000000 Penalty: 5326.157715
	Iteration 46Q: 3 clusters Score -8438579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 45428 members 
Entering Unmasked Estep 
Score: -8438580.000000 Penalty: 5326.157715
	Iteration 47Q: 3 clusters Score -8438580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
Score: -8438585.000000 Penalty: 5326.157715
	Iteration 48Q: 3 clusters Score -8438585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 45438 members 
Entering Unmasked Estep 
Score: -8438588.000000 Penalty: 5326.157715
	Iteration 49Q: 3 clusters Score -8438588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 45442 members 
Entering Unmasked Estep 
Score: -8438597.000000 Penalty: 5326.157715
	Iteration 50Q: 3 clusters Score -8438597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 45445 members 
Entering Unmasked Estep 
Score: -8438587.000000 Penalty: 5326.157715
	Iteration 51Q: 3 clusters Score -8438587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
Score: -8438589.000000 Penalty: 5326.157715
	Iteration 52Q: 3 clusters Score -8438589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 45451 members 
Entering Unmasked Estep 
Score: -8438590.000000 Penalty: 5326.157715
	Iteration 53Q: 3 clusters Score -8438590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 45452 members 
Entering Unmasked Estep 
Score: -8438589.000000 Penalty: 5326.157715
	Iteration 54Q: 3 clusters Score -8438589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 45453 members 
Entering Unmasked Estep 
Score: -8438593.000000 Penalty: 5326.157715
	Iteration 55Q: 3 clusters Score -8438593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 45453 members 
Entering Unmasked Estep 
Score: -8438593.000000 Penalty: 5326.157715
	Iteration 56F: 3 clusters Score -8438593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Entering Unmasked Estep 
Score: -101615.945312 Penalty: 1654.350098
	Iteration 0F: 2 clusters Score -101615.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -99939.859375 Penalty: 3308.700195
	Iteration 0F: 3 clusters Score -99939.86 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -100572.531250 Penalty: 3308.700195
	Iteration 1F: 3 clusters Score -100572.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -100778.812500 Penalty: 3308.700195
	Iteration 2F: 3 clusters Score -100778.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -100915.546875 Penalty: 3308.700195
	Iteration 3F: 3 clusters Score -100915.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -101008.921875 Penalty: 3308.700195
	Iteration 4Q: 3 clusters Score -101008.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -101097.984375 Penalty: 3308.700195
	Iteration 5Q: 3 clusters Score -101098 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -101160.218750 Penalty: 3308.700195
	Iteration 6Q: 3 clusters Score -101160.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -101246.562500 Penalty: 3308.700195
	Iteration 7Q: 3 clusters Score -101246.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -101302.882812 Penalty: 3308.700195
	Iteration 8Q: 3 clusters Score -101302.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -101422.773438 Penalty: 3308.700195
	Iteration 9Q: 3 clusters Score -101422.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -101509.585938 Penalty: 3308.700195
	Iteration 10Q: 3 clusters Score -101509.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -101559.781250 Penalty: 3308.700195
	Iteration 11Q: 3 clusters Score -101559.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -101592.593750 Penalty: 3308.700195
	Iteration 12Q: 3 clusters Score -101592.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -101604.007812 Penalty: 3308.700195
	Iteration 13Q: 3 clusters Score -101604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -101605.046875 Penalty: 3308.700195
	Iteration 14Q: 3 clusters Score -101605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -101607.125000 Penalty: 3308.700195
	Iteration 15Q: 3 clusters Score -101607.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -101608.632812 Penalty: 3308.700195
	Iteration 16Q: 3 clusters Score -101608.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -101618.773438 Penalty: 3308.700195
	Iteration 17F: 3 clusters Score -101618.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -101632.429688 Penalty: 3308.700195
	Iteration 18Q: 3 clusters Score -101632.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -101641.789062 Penalty: 3308.700195
	Iteration 19Q: 3 clusters Score -101641.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -101641.789062 Penalty: 3308.700195
	Iteration 20F: 3 clusters Score -101641.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 34540 members 
Mstep: Class 3 contains 49024 members 
Mstep: Class 4 contains 44925 members 
Mstep: Class 5 contains 43192 members 
Mstep: Class 6 contains 44748 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45295 members 
Mstep: Class 11 contains 44979 members 
Mstep: Class 12 contains 47092 members 
Mstep: Class 13 contains 47145 members 
Mstep: Class 14 contains 36863 members 
Mstep: Class 15 contains 26513 members 
Mstep: Class 16 contains 43160 members 
Mstep: Class 17 contains 46084 members 
Mstep: Class 18 contains 435 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30453 members 
Mstep: Class 22 contains 8592 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17305 members 
Mstep: Class 25 contains 354 members 
Entering Unmasked Estep 
Score: -111240104.000000 Penalty: 82671.179688
Splitting cluster 18 changes total score from -111241680.000000 to -111240104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Entering Unmasked Estep 
Score: -50164.632812 Penalty: 1529.544189
	Iteration 0F: 2 clusters Score -50164.63 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 242 members 
Entering Unmasked Estep 
Score: -48673.171875 Penalty: 3059.088379
	Iteration 0F: 3 clusters Score -48673.17 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -48954.304688 Penalty: 3059.088379
	Iteration 1F: 3 clusters Score -48954.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -49177.035156 Penalty: 3059.088379
	Iteration 2F: 3 clusters Score -49177.04 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -49358.179688 Penalty: 3059.088379
	Iteration 3F: 3 clusters Score -49358.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -49516.203125 Penalty: 3059.088379
	Iteration 4F: 3 clusters Score -49516.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -49635.480469 Penalty: 3059.088379
	Iteration 5Q: 3 clusters Score -49635.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -49675.636719 Penalty: 3059.088379
	Iteration 6Q: 3 clusters Score -49675.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -49689.730469 Penalty: 3059.088379
	Iteration 7Q: 3 clusters Score -49689.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -49695.261719 Penalty: 3059.088379
	Iteration 8Q: 3 clusters Score -49695.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -49695.261719 Penalty: 3059.088379
	Iteration 9F: 3 clusters Score -49695.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Entering Unmasked Estep 
Score: -132323.375000 Penalty: 1652.456909
	Iteration 0F: 2 clusters Score -132323.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -130581.992188 Penalty: 3304.913818
	Iteration 0F: 3 clusters Score -130582 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -130972.554688 Penalty: 3304.913818
	Iteration 1F: 3 clusters Score -130972.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -131279.187500 Penalty: 3304.913818
	Iteration 2F: 3 clusters Score -131279.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -131517.406250 Penalty: 3304.913818
	Iteration 3F: 3 clusters Score -131517.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -131795.187500 Penalty: 3304.913818
	Iteration 4F: 3 clusters Score -131795.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -132068.890625 Penalty: 3304.913818
	Iteration 5F: 3 clusters Score -132068.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -132256.562500 Penalty: 3304.913818
	Iteration 6Q: 3 clusters Score -132256.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -132341.515625 Penalty: 3304.913818
	Iteration 7Q: 3 clusters Score -132341.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -132360.437500 Penalty: 3304.913818
	Iteration 8Q: 3 clusters Score -132360.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -132373.015625 Penalty: 3304.913818
	Iteration 9Q: 3 clusters Score -132373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -132383.609375 Penalty: 3304.913818
	Iteration 10Q: 3 clusters Score -132383.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -132385.078125 Penalty: 3304.913818
	Iteration 11Q: 3 clusters Score -132385.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -132385.703125 Penalty: 3304.913818
	Iteration 12Q: 3 clusters Score -132385.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -132385.703125 Penalty: 3304.913818
	Iteration 13F: 3 clusters Score -132385.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 34540 members 
Mstep: Class 3 contains 49024 members 
Mstep: Class 4 contains 44925 members 
Mstep: Class 5 contains 43192 members 
Mstep: Class 6 contains 44748 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45295 members 
Mstep: Class 11 contains 44979 members 
Mstep: Class 12 contains 47092 members 
Mstep: Class 13 contains 47145 members 
Mstep: Class 14 contains 36863 members 
Mstep: Class 15 contains 26513 members 
Mstep: Class 16 contains 43160 members 
Mstep: Class 17 contains 46084 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 226 members 
Mstep: Class 21 contains 30453 members 
Mstep: Class 22 contains 8592 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17305 members 
Mstep: Class 25 contains 557 members 
Entering Unmasked Estep 
Score: -111240152.000000 Penalty: 82671.179688
Splitting cluster 20 changes total score from -111241680.000000 to -111240152.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (30453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30453 members 
Entering Unmasked Estep 
Score: -5593184.000000 Penalty: 2560.336914
	Iteration 0F: 2 clusters Score -5593184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -5572355.000000 Penalty: 5120.673828
	Iteration 0F: 3 clusters Score -5572355 nChanged 13741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -5579957.500000 Penalty: 5120.673828
	Iteration 1F: 3 clusters Score -5579958 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -5580604.500000 Penalty: 5120.673828
	Iteration 2F: 3 clusters Score -5580604 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -5581396.500000 Penalty: 5120.673828
	Iteration 3F: 3 clusters Score -5581396 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -5582361.500000 Penalty: 5120.673828
	Iteration 4F: 3 clusters Score -5582362 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -5583615.500000 Penalty: 5120.673828
	Iteration 5F: 3 clusters Score -5583616 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -5585086.000000 Penalty: 5120.673828
	Iteration 6F: 3 clusters Score -5585086 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -5586728.000000 Penalty: 5120.673828
	Iteration 7F: 3 clusters Score -5586728 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -5588319.000000 Penalty: 5120.673828
	Iteration 8F: 3 clusters Score -5588319 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -5589670.500000 Penalty: 5120.673828
	Iteration 9Q: 3 clusters Score -5589670 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27231 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -5590442.000000 Penalty: 5120.673828
	Iteration 10Q: 3 clusters Score -5590442 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -5590774.500000 Penalty: 5120.673828
	Iteration 11Q: 3 clusters Score -5590774 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -5590891.500000 Penalty: 5120.673828
	Iteration 12Q: 3 clusters Score -5590892 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -5590976.000000 Penalty: 5120.673828
	Iteration 13Q: 3 clusters Score -5590976 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28118 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -5591027.500000 Penalty: 5120.673828
	Iteration 14Q: 3 clusters Score -5591028 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28217 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -5591053.500000 Penalty: 5120.673828
	Iteration 15Q: 3 clusters Score -5591054 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -5591082.000000 Penalty: 5120.673828
	Iteration 16Q: 3 clusters Score -5591082 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -5591079.500000 Penalty: 5120.673828
	Iteration 17Q: 3 clusters Score -5591080 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -5591085.500000 Penalty: 5120.673828
	Iteration 18Q: 3 clusters Score -5591086 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -5591105.000000 Penalty: 5120.673828
	Iteration 19Q: 3 clusters Score -5591105 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -5591111.000000 Penalty: 5120.673828
	Iteration 20F: 3 clusters Score -5591111 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28550 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -5591130.000000 Penalty: 5120.673828
	Iteration 21Q: 3 clusters Score -5591130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -5591137.500000 Penalty: 5120.673828
	Iteration 22Q: 3 clusters Score -5591138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -5591142.000000 Penalty: 5120.673828
	Iteration 23Q: 3 clusters Score -5591142 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -5591148.000000 Penalty: 5120.673828
	Iteration 24Q: 3 clusters Score -5591148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -5591149.500000 Penalty: 5120.673828
	Iteration 25Q: 3 clusters Score -5591150 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -5591153.000000 Penalty: 5120.673828
	Iteration 26Q: 3 clusters Score -5591153 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -5591153.000000 Penalty: 5120.673828
	Iteration 27Q: 3 clusters Score -5591153 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -5591166.000000 Penalty: 5120.673828
	Iteration 28Q: 3 clusters Score -5591166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -5591167.500000 Penalty: 5120.673828
	Iteration 29Q: 3 clusters Score -5591168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -5591171.500000 Penalty: 5120.673828
	Iteration 30Q: 3 clusters Score -5591172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -5591182.500000 Penalty: 5120.673828
	Iteration 31Q: 3 clusters Score -5591182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28769 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -5591183.500000 Penalty: 5120.673828
	Iteration 32Q: 3 clusters Score -5591184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -5591189.000000 Penalty: 5120.673828
	Iteration 33Q: 3 clusters Score -5591189 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -5591191.000000 Penalty: 5120.673828
	Iteration 34Q: 3 clusters Score -5591191 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -5591205.500000 Penalty: 5120.673828
	Iteration 35Q: 3 clusters Score -5591206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -5591206.500000 Penalty: 5120.673828
	Iteration 36Q: 3 clusters Score -5591206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -5591211.500000 Penalty: 5120.673828
	Iteration 37Q: 3 clusters Score -5591212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -5591209.000000 Penalty: 5120.673828
	Iteration 38Q: 3 clusters Score -5591209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -5591217.000000 Penalty: 5120.673828
	Iteration 39Q: 3 clusters Score -5591217 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -5591211.500000 Penalty: 5120.673828
	Iteration 40F: 3 clusters Score -5591212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5591212.500000 Penalty: 5120.673828
	Iteration 41Q: 3 clusters Score -5591212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -5591223.500000 Penalty: 5120.673828
	Iteration 42Q: 3 clusters Score -5591224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -5591218.500000 Penalty: 5120.673828
	Iteration 43Q: 3 clusters Score -5591218 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5591219.500000 Penalty: 5120.673828
	Iteration 44Q: 3 clusters Score -5591220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -5591231.000000 Penalty: 5120.673828
	Iteration 45Q: 3 clusters Score -5591231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5591235.000000 Penalty: 5120.673828
	Iteration 46Q: 3 clusters Score -5591235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -5591230.500000 Penalty: 5120.673828
	Iteration 47Q: 3 clusters Score -5591230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29057 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -5591232.000000 Penalty: 5120.673828
	Iteration 48Q: 3 clusters Score -5591232 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29071 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -5591227.500000 Penalty: 5120.673828
	Iteration 49Q: 3 clusters Score -5591228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -5591236.500000 Penalty: 5120.673828
	Iteration 50Q: 3 clusters Score -5591236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -5591240.500000 Penalty: 5120.673828
	Iteration 51Q: 3 clusters Score -5591240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29108 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -5591245.500000 Penalty: 5120.673828
	Iteration 52Q: 3 clusters Score -5591246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -5591245.000000 Penalty: 5120.673828
	Iteration 53Q: 3 clusters Score -5591245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -5591244.500000 Penalty: 5120.673828
	Iteration 54Q: 3 clusters Score -5591244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -5591246.000000 Penalty: 5120.673828
	Iteration 55Q: 3 clusters Score -5591246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -5591248.500000 Penalty: 5120.673828
	Iteration 56Q: 3 clusters Score -5591248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5591247.500000 Penalty: 5120.673828
	Iteration 57Q: 3 clusters Score -5591248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -5591247.000000 Penalty: 5120.673828
	Iteration 58Q: 3 clusters Score -5591247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5591250.000000 Penalty: 5120.673828
	Iteration 59Q: 3 clusters Score -5591250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -5591243.000000 Penalty: 5120.673828
	Iteration 60F: 3 clusters Score -5591243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -5591245.000000 Penalty: 5120.673828
	Iteration 61Q: 3 clusters Score -5591245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -5591246.500000 Penalty: 5120.673828
	Iteration 62Q: 3 clusters Score -5591246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5591243.000000 Penalty: 5120.673828
	Iteration 63Q: 3 clusters Score -5591243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5591243.500000 Penalty: 5120.673828
	Iteration 64Q: 3 clusters Score -5591244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5591243.500000 Penalty: 5120.673828
	Iteration 65F: 3 clusters Score -5591244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Entering Unmasked Estep 
Score: -1572327.500000 Penalty: 2246.529541
	Iteration 0F: 2 clusters Score -1572328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1565547.625000 Penalty: 4493.059082
	Iteration 0F: 3 clusters Score -1565548 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1567394.000000 Penalty: 4493.059082
	Iteration 1F: 3 clusters Score -1567394 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1567752.875000 Penalty: 4493.059082
	Iteration 2F: 3 clusters Score -1567753 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1568112.750000 Penalty: 4493.059082
	Iteration 3F: 3 clusters Score -1568113 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1568474.000000 Penalty: 4493.059082
	Iteration 4F: 3 clusters Score -1568474 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1568840.625000 Penalty: 4493.059082
	Iteration 5F: 3 clusters Score -1568841 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1569185.250000 Penalty: 4493.059082
	Iteration 6F: 3 clusters Score -1569185 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1569514.125000 Penalty: 4493.059082
	Iteration 7F: 3 clusters Score -1569514 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1569849.000000 Penalty: 4493.059082
	Iteration 8F: 3 clusters Score -1569849 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1570112.500000 Penalty: 4493.059082
	Iteration 9Q: 3 clusters Score -1570112 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1570337.625000 Penalty: 4493.059082
	Iteration 10Q: 3 clusters Score -1570338 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1570549.625000 Penalty: 4493.059082
	Iteration 11Q: 3 clusters Score -1570550 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1570688.625000 Penalty: 4493.059082
	Iteration 12Q: 3 clusters Score -1570689 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1570754.375000 Penalty: 4493.059082
	Iteration 13Q: 3 clusters Score -1570754 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1570795.875000 Penalty: 4493.059082
	Iteration 14Q: 3 clusters Score -1570796 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1570805.500000 Penalty: 4493.059082
	Iteration 15Q: 3 clusters Score -1570806 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1570818.500000 Penalty: 4493.059082
	Iteration 16Q: 3 clusters Score -1570818 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1570825.000000 Penalty: 4493.059082
	Iteration 17Q: 3 clusters Score -1570825 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1570828.125000 Penalty: 4493.059082
	Iteration 18Q: 3 clusters Score -1570828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1570830.750000 Penalty: 4493.059082
	Iteration 19Q: 3 clusters Score -1570831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1570836.125000 Penalty: 4493.059082
	Iteration 20F: 3 clusters Score -1570836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1570839.250000 Penalty: 4493.059082
	Iteration 21Q: 3 clusters Score -1570839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1570838.375000 Penalty: 4493.059082
	Iteration 22Q: 3 clusters Score -1570838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1570839.750000 Penalty: 4493.059082
	Iteration 23Q: 3 clusters Score -1570840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1570840.125000 Penalty: 4493.059082
	Iteration 24Q: 3 clusters Score -1570840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1570843.875000 Penalty: 4493.059082
	Iteration 25Q: 3 clusters Score -1570844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1570843.750000 Penalty: 4493.059082
	Iteration 26Q: 3 clusters Score -1570844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1570845.625000 Penalty: 4493.059082
	Iteration 27Q: 3 clusters Score -1570846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1570845.625000 Penalty: 4493.059082
	Iteration 28F: 3 clusters Score -1570846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Entering Unmasked Estep 
Score: -212341.656250 Penalty: 1762.031372
	Iteration 0F: 2 clusters Score -212341.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -210277.875000 Penalty: 3524.062744
	Iteration 0F: 3 clusters Score -210277.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -210591.140625 Penalty: 3524.062744
	Iteration 1F: 3 clusters Score -210591.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -210677.562500 Penalty: 3524.062744
	Iteration 2F: 3 clusters Score -210677.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -210761.453125 Penalty: 3524.062744
	Iteration 3Q: 3 clusters Score -210761.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -210860.531250 Penalty: 3524.062744
	Iteration 4Q: 3 clusters Score -210860.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -210964.640625 Penalty: 3524.062744
	Iteration 5Q: 3 clusters Score -210964.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -211036.750000 Penalty: 3524.062744
	Iteration 6Q: 3 clusters Score -211036.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -211081.203125 Penalty: 3524.062744
	Iteration 7Q: 3 clusters Score -211081.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -211116.890625 Penalty: 3524.062744
	Iteration 8Q: 3 clusters Score -211116.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -211163.906250 Penalty: 3524.062744
	Iteration 9Q: 3 clusters Score -211163.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -211203.234375 Penalty: 3524.062744
	Iteration 10Q: 3 clusters Score -211203.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -211230.968750 Penalty: 3524.062744
	Iteration 11Q: 3 clusters Score -211231 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -211258.984375 Penalty: 3524.062744
	Iteration 12Q: 3 clusters Score -211259 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -211308.953125 Penalty: 3524.062744
	Iteration 13Q: 3 clusters Score -211309 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -211366.000000 Penalty: 3524.062744
	Iteration 14Q: 3 clusters Score -211366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -211459.109375 Penalty: 3524.062744
	Iteration 15Q: 3 clusters Score -211459.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -211582.703125 Penalty: 3524.062744
	Iteration 16Q: 3 clusters Score -211582.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -211757.906250 Penalty: 3524.062744
	Iteration 17Q: 3 clusters Score -211757.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -211892.734375 Penalty: 3524.062744
	Iteration 18Q: 3 clusters Score -211892.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -211969.625000 Penalty: 3524.062744
	Iteration 19Q: 3 clusters Score -211969.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -212029.875000 Penalty: 3524.062744
	Iteration 20F: 3 clusters Score -212029.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -212113.187500 Penalty: 3524.062744
	Iteration 21Q: 3 clusters Score -212113.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -212191.796875 Penalty: 3524.062744
	Iteration 22Q: 3 clusters Score -212191.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -212225.312500 Penalty: 3524.062744
	Iteration 23Q: 3 clusters Score -212225.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -212231.687500 Penalty: 3524.062744
	Iteration 24Q: 3 clusters Score -212231.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -212238.015625 Penalty: 3524.062744
	Iteration 25Q: 3 clusters Score -212238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -212245.296875 Penalty: 3524.062744
	Iteration 26Q: 3 clusters Score -212245.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -212247.718750 Penalty: 3524.062744
	Iteration 27Q: 3 clusters Score -212247.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -212249.468750 Penalty: 3524.062744
	Iteration 28Q: 3 clusters Score -212249.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -212253.562500 Penalty: 3524.062744
	Iteration 29Q: 3 clusters Score -212253.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -212257.343750 Penalty: 3524.062744
	Iteration 30Q: 3 clusters Score -212257.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -212260.640625 Penalty: 3524.062744
	Iteration 31Q: 3 clusters Score -212260.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -212260.640625 Penalty: 3524.062744
	Iteration 32F: 3 clusters Score -212260.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Entering Unmasked Estep 
Score: -3155546.500000 Penalty: 2420.170166
	Iteration 0F: 2 clusters Score -3155546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -3143293.750000 Penalty: 4840.340332
	Iteration 0F: 3 clusters Score -3143294 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -3147447.500000 Penalty: 4840.340332
	Iteration 1F: 3 clusters Score -3147448 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -3148145.000000 Penalty: 4840.340332
	Iteration 2F: 3 clusters Score -3148145 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -3148965.750000 Penalty: 4840.340332
	Iteration 3F: 3 clusters Score -3148966 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -3149843.000000 Penalty: 4840.340332
	Iteration 4F: 3 clusters Score -3149843 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -3150820.250000 Penalty: 4840.340332
	Iteration 5F: 3 clusters Score -3150820 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -3151928.000000 Penalty: 4840.340332
	Iteration 6F: 3 clusters Score -3151928 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -3152919.000000 Penalty: 4840.340332
	Iteration 7F: 3 clusters Score -3152919 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -3153550.750000 Penalty: 4840.340332
	Iteration 8Q: 3 clusters Score -3153551 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -3153864.500000 Penalty: 4840.340332
	Iteration 9Q: 3 clusters Score -3153864 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -3154029.250000 Penalty: 4840.340332
	Iteration 10Q: 3 clusters Score -3154029 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -3154136.250000 Penalty: 4840.340332
	Iteration 11Q: 3 clusters Score -3154136 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -3154201.000000 Penalty: 4840.340332
	Iteration 12Q: 3 clusters Score -3154201 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -3154268.500000 Penalty: 4840.340332
	Iteration 13Q: 3 clusters Score -3154268 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -3154300.750000 Penalty: 4840.340332
	Iteration 14Q: 3 clusters Score -3154301 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -3154323.500000 Penalty: 4840.340332
	Iteration 15Q: 3 clusters Score -3154324 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -3154355.750000 Penalty: 4840.340332
	Iteration 16Q: 3 clusters Score -3154356 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -3154363.250000 Penalty: 4840.340332
	Iteration 17Q: 3 clusters Score -3154363 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -3154370.000000 Penalty: 4840.340332
	Iteration 18Q: 3 clusters Score -3154370 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -3154384.500000 Penalty: 4840.340332
	Iteration 19Q: 3 clusters Score -3154384 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -3154383.250000 Penalty: 4840.340332
	Iteration 20F: 3 clusters Score -3154383 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -3154387.250000 Penalty: 4840.340332
	Iteration 21Q: 3 clusters Score -3154387 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -3154386.500000 Penalty: 4840.340332
	Iteration 22Q: 3 clusters Score -3154386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -3154391.000000 Penalty: 4840.340332
	Iteration 23Q: 3 clusters Score -3154391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -3154390.000000 Penalty: 4840.340332
	Iteration 24Q: 3 clusters Score -3154390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -3154390.750000 Penalty: 4840.340332
	Iteration 25Q: 3 clusters Score -3154391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -3154391.250000 Penalty: 4840.340332
	Iteration 26Q: 3 clusters Score -3154391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -3154394.500000 Penalty: 4840.340332
	Iteration 27Q: 3 clusters Score -3154394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -3154398.000000 Penalty: 4840.340332
	Iteration 28Q: 3 clusters Score -3154398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -3154395.750000 Penalty: 4840.340332
	Iteration 29Q: 3 clusters Score -3154396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -3154394.750000 Penalty: 4840.340332
	Iteration 30Q: 3 clusters Score -3154395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -3154399.500000 Penalty: 4840.340332
	Iteration 31Q: 3 clusters Score -3154400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -3154396.500000 Penalty: 4840.340332
	Iteration 32Q: 3 clusters Score -3154396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -3154398.000000 Penalty: 4840.340332
	Iteration 33Q: 3 clusters Score -3154398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -3154401.000000 Penalty: 4840.340332
	Iteration 34Q: 3 clusters Score -3154401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -3154403.250000 Penalty: 4840.340332
	Iteration 35Q: 3 clusters Score -3154403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -3154403.250000 Penalty: 4840.340332
	Iteration 36F: 3 clusters Score -3154403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 34540 members 
Mstep: Class 3 contains 49024 members 
Mstep: Class 4 contains 44925 members 
Mstep: Class 5 contains 43192 members 
Mstep: Class 6 contains 44748 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45295 members 
Mstep: Class 11 contains 44979 members 
Mstep: Class 12 contains 47092 members 
Mstep: Class 13 contains 47145 members 
Mstep: Class 14 contains 36863 members 
Mstep: Class 15 contains 26513 members 
Mstep: Class 16 contains 43160 members 
Mstep: Class 17 contains 46084 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30453 members 
Mstep: Class 22 contains 8592 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241736.000000 Penalty: 79364.328125
Iteration 479Q: 25 clusters Score -1.112417e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 34544 members 
Mstep: Class 3 contains 49026 members 
Mstep: Class 4 contains 44928 members 
Mstep: Class 5 contains 43185 members 
Mstep: Class 6 contains 44744 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45301 members 
Mstep: Class 11 contains 44979 members 
Mstep: Class 12 contains 47078 members 
Mstep: Class 13 contains 47135 members 
Mstep: Class 14 contains 36856 members 
Mstep: Class 15 contains 26513 members 
Mstep: Class 16 contains 43181 members 
Mstep: Class 17 contains 46087 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30448 members 
Mstep: Class 22 contains 8601 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241808.000000 Penalty: 79364.328125
Iteration 480F: 25 clusters Score -1.112418e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 34544 members 
Mstep: Class 3 contains 49031 members 
Mstep: Class 4 contains 44936 members 
Mstep: Class 5 contains 43182 members 
Mstep: Class 6 contains 44747 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45307 members 
Mstep: Class 11 contains 44979 members 
Mstep: Class 12 contains 47060 members 
Mstep: Class 13 contains 47126 members 
Mstep: Class 14 contains 36853 members 
Mstep: Class 15 contains 26512 members 
Mstep: Class 16 contains 43201 members 
Mstep: Class 17 contains 46073 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30447 members 
Mstep: Class 22 contains 8609 members 
Mstep: Class 23 contains 1217 members 
Mstep: Class 24 contains 17304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241752.000000 Penalty: 79364.328125
Iteration 481Q: 25 clusters Score -1.112418e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 34558 members 
Mstep: Class 3 contains 49041 members 
Mstep: Class 4 contains 44952 members 
Mstep: Class 5 contains 43189 members 
Mstep: Class 6 contains 44747 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45299 members 
Mstep: Class 11 contains 44980 members 
Mstep: Class 12 contains 47041 members 
Mstep: Class 13 contains 47114 members 
Mstep: Class 14 contains 36846 members 
Mstep: Class 15 contains 26510 members 
Mstep: Class 16 contains 43203 members 
Mstep: Class 17 contains 46070 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 30438 members 
Mstep: Class 22 contains 8618 members 
Mstep: Class 23 contains 1217 members 
Mstep: Class 24 contains 17305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241680.000000 Penalty: 79364.328125
Iteration 482Q: 25 clusters Score -1.112417e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 34558 members 
Mstep: Class 3 contains 49061 members 
Mstep: Class 4 contains 44949 members 
Mstep: Class 5 contains 43200 members 
Mstep: Class 6 contains 44748 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45281 members 
Mstep: Class 11 contains 44979 members 
Mstep: Class 12 contains 47021 members 
Mstep: Class 13 contains 47114 members 
Mstep: Class 14 contains 36836 members 
Mstep: Class 15 contains 26512 members 
Mstep: Class 16 contains 43210 members 
Mstep: Class 17 contains 46071 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 784 members 
Mstep: Class 21 contains 30434 members 
Mstep: Class 22 contains 8630 members 
Mstep: Class 23 contains 1217 members 
Mstep: Class 24 contains 17306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241608.000000 Penalty: 79364.328125
Iteration 483Q: 25 clusters Score -1.112416e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 34558 members 
Mstep: Class 3 contains 49081 members 
Mstep: Class 4 contains 44961 members 
Mstep: Class 5 contains 43191 members 
Mstep: Class 6 contains 44750 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45271 members 
Mstep: Class 11 contains 44978 members 
Mstep: Class 12 contains 46992 members 
Mstep: Class 13 contains 47118 members 
Mstep: Class 14 contains 36827 members 
Mstep: Class 15 contains 26512 members 
Mstep: Class 16 contains 43225 members 
Mstep: Class 17 contains 46075 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 784 members 
Mstep: Class 21 contains 30429 members 
Mstep: Class 22 contains 8638 members 
Mstep: Class 23 contains 1217 members 
Mstep: Class 24 contains 17304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241584.000000 Penalty: 79364.328125
Iteration 484Q: 25 clusters Score -1.112416e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 34546 members 
Mstep: Class 3 contains 49092 members 
Mstep: Class 4 contains 44956 members 
Mstep: Class 5 contains 43196 members 
Mstep: Class 6 contains 44758 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45275 members 
Mstep: Class 11 contains 44976 members 
Mstep: Class 12 contains 46964 members 
Mstep: Class 13 contains 47115 members 
Mstep: Class 14 contains 36831 members 
Mstep: Class 15 contains 26514 members 
Mstep: Class 16 contains 43238 members 
Mstep: Class 17 contains 46081 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 784 members 
Mstep: Class 21 contains 30420 members 
Mstep: Class 22 contains 8645 members 
Mstep: Class 23 contains 1217 members 
Mstep: Class 24 contains 17303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241640.000000 Penalty: 79364.328125
Iteration 485Q: 25 clusters Score -1.112416e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 34538 members 
Mstep: Class 3 contains 49115 members 
Mstep: Class 4 contains 44957 members 
Mstep: Class 5 contains 43197 members 
Mstep: Class 6 contains 44764 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45266 members 
Mstep: Class 11 contains 44972 members 
Mstep: Class 12 contains 46945 members 
Mstep: Class 13 contains 47115 members 
Mstep: Class 14 contains 36832 members 
Mstep: Class 15 contains 26515 members 
Mstep: Class 16 contains 43245 members 
Mstep: Class 17 contains 46085 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 784 members 
Mstep: Class 21 contains 30412 members 
Mstep: Class 22 contains 8650 members 
Mstep: Class 23 contains 1217 members 
Mstep: Class 24 contains 17302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241656.000000 Penalty: 79364.328125
Iteration 486Q: 25 clusters Score -1.112417e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 34529 members 
Mstep: Class 3 contains 49137 members 
Mstep: Class 4 contains 44970 members 
Mstep: Class 5 contains 43195 members 
Mstep: Class 6 contains 44763 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45241 members 
Mstep: Class 11 contains 44976 members 
Mstep: Class 12 contains 46930 members 
Mstep: Class 13 contains 47115 members 
Mstep: Class 14 contains 36835 members 
Mstep: Class 15 contains 26516 members 
Mstep: Class 16 contains 43257 members 
Mstep: Class 17 contains 46089 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 784 members 
Mstep: Class 21 contains 30403 members 
Mstep: Class 22 contains 8657 members 
Mstep: Class 23 contains 1217 members 
Mstep: Class 24 contains 17297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241632.000000 Penalty: 79364.328125
Iteration 487Q: 25 clusters Score -1.112416e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 34517 members 
Mstep: Class 3 contains 49151 members 
Mstep: Class 4 contains 44992 members 
Mstep: Class 5 contains 43194 members 
Mstep: Class 6 contains 44758 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45233 members 
Mstep: Class 11 contains 44976 members 
Mstep: Class 12 contains 46912 members 
Mstep: Class 13 contains 47123 members 
Mstep: Class 14 contains 36833 members 
Mstep: Class 15 contains 26519 members 
Mstep: Class 16 contains 43263 members 
Mstep: Class 17 contains 46084 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 784 members 
Mstep: Class 21 contains 30393 members 
Mstep: Class 22 contains 8667 members 
Mstep: Class 23 contains 1217 members 
Mstep: Class 24 contains 17295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241608.000000 Penalty: 79364.328125
Iteration 488Q: 25 clusters Score -1.112416e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 34519 members 
Mstep: Class 3 contains 49157 members 
Mstep: Class 4 contains 44995 members 
Mstep: Class 5 contains 43202 members 
Mstep: Class 6 contains 44774 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45234 members 
Mstep: Class 11 contains 44979 members 
Mstep: Class 12 contains 46906 members 
Mstep: Class 13 contains 47108 members 
Mstep: Class 14 contains 36832 members 
Mstep: Class 15 contains 26518 members 
Mstep: Class 16 contains 43266 members 
Mstep: Class 17 contains 46072 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 784 members 
Mstep: Class 21 contains 30386 members 
Mstep: Class 22 contains 8672 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241512.000000 Penalty: 79364.328125
Iteration 489Q: 25 clusters Score -1.112415e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 34512 members 
Mstep: Class 3 contains 49160 members 
Mstep: Class 4 contains 45004 members 
Mstep: Class 5 contains 43212 members 
Mstep: Class 6 contains 44779 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45230 members 
Mstep: Class 11 contains 44986 members 
Mstep: Class 12 contains 46901 members 
Mstep: Class 13 contains 47104 members 
Mstep: Class 14 contains 36825 members 
Mstep: Class 15 contains 26516 members 
Mstep: Class 16 contains 43272 members 
Mstep: Class 17 contains 46070 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 784 members 
Mstep: Class 21 contains 30372 members 
Mstep: Class 22 contains 8678 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241464.000000 Penalty: 79364.328125
Iteration 490Q: 25 clusters Score -1.112415e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 34508 members 
Mstep: Class 3 contains 49168 members 
Mstep: Class 4 contains 45026 members 
Mstep: Class 5 contains 43219 members 
Mstep: Class 6 contains 44786 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45230 members 
Mstep: Class 11 contains 44991 members 
Mstep: Class 12 contains 46873 members 
Mstep: Class 13 contains 47086 members 
Mstep: Class 14 contains 36816 members 
Mstep: Class 15 contains 26515 members 
Mstep: Class 16 contains 43288 members 
Mstep: Class 17 contains 46069 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 784 members 
Mstep: Class 21 contains 30364 members 
Mstep: Class 22 contains 8685 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241472.000000 Penalty: 79364.328125
Iteration 491Q: 25 clusters Score -1.112415e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 34508 members 
Mstep: Class 3 contains 49165 members 
Mstep: Class 4 contains 45029 members 
Mstep: Class 5 contains 43224 members 
Mstep: Class 6 contains 44798 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45237 members 
Mstep: Class 11 contains 44999 members 
Mstep: Class 12 contains 46836 members 
Mstep: Class 13 contains 47081 members 
Mstep: Class 14 contains 36819 members 
Mstep: Class 15 contains 26517 members 
Mstep: Class 16 contains 43296 members 
Mstep: Class 17 contains 46073 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 784 members 
Mstep: Class 21 contains 30349 members 
Mstep: Class 22 contains 8691 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241520.000000 Penalty: 79364.328125
Iteration 492Q: 25 clusters Score -1.112415e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 34496 members 
Mstep: Class 3 contains 49170 members 
Mstep: Class 4 contains 45026 members 
Mstep: Class 5 contains 43236 members 
Mstep: Class 6 contains 44808 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45243 members 
Mstep: Class 11 contains 45000 members 
Mstep: Class 12 contains 46820 members 
Mstep: Class 13 contains 47074 members 
Mstep: Class 14 contains 36817 members 
Mstep: Class 15 contains 26516 members 
Mstep: Class 16 contains 43297 members 
Mstep: Class 17 contains 46073 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 784 members 
Mstep: Class 21 contains 30341 members 
Mstep: Class 22 contains 8703 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241352.000000 Penalty: 79364.328125
Iteration 493Q: 25 clusters Score -1.112414e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 34493 members 
Mstep: Class 3 contains 49172 members 
Mstep: Class 4 contains 45028 members 
Mstep: Class 5 contains 43235 members 
Mstep: Class 6 contains 44821 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45241 members 
Mstep: Class 11 contains 44999 members 
Mstep: Class 12 contains 46801 members 
Mstep: Class 13 contains 47073 members 
Mstep: Class 14 contains 36821 members 
Mstep: Class 15 contains 26515 members 
Mstep: Class 16 contains 43306 members 
Mstep: Class 17 contains 46059 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 784 members 
Mstep: Class 21 contains 30336 members 
Mstep: Class 22 contains 8719 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241600.000000 Penalty: 79364.328125
Iteration 494Q: 25 clusters Score -1.112416e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 34494 members 
Mstep: Class 3 contains 49168 members 
Mstep: Class 4 contains 45034 members 
Mstep: Class 5 contains 43232 members 
Mstep: Class 6 contains 44826 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45249 members 
Mstep: Class 11 contains 44996 members 
Mstep: Class 12 contains 46778 members 
Mstep: Class 13 contains 47078 members 
Mstep: Class 14 contains 36822 members 
Mstep: Class 15 contains 26517 members 
Mstep: Class 16 contains 43303 members 
Mstep: Class 17 contains 46052 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 784 members 
Mstep: Class 21 contains 30332 members 
Mstep: Class 22 contains 8736 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241464.000000 Penalty: 79364.328125
Iteration 495Q: 25 clusters Score -1.112415e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 34481 members 
Mstep: Class 3 contains 49164 members 
Mstep: Class 4 contains 45046 members 
Mstep: Class 5 contains 43241 members 
Mstep: Class 6 contains 44823 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45256 members 
Mstep: Class 11 contains 45000 members 
Mstep: Class 12 contains 46751 members 
Mstep: Class 13 contains 47090 members 
Mstep: Class 14 contains 36818 members 
Mstep: Class 15 contains 26521 members 
Mstep: Class 16 contains 43297 members 
Mstep: Class 17 contains 46035 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 784 members 
Mstep: Class 21 contains 30333 members 
Mstep: Class 22 contains 8760 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241480.000000 Penalty: 79364.328125
Iteration 496Q: 25 clusters Score -1.112415e+08 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 34473 members 
Mstep: Class 3 contains 49154 members 
Mstep: Class 4 contains 45068 members 
Mstep: Class 5 contains 43243 members 
Mstep: Class 6 contains 44833 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45256 members 
Mstep: Class 11 contains 44997 members 
Mstep: Class 12 contains 46732 members 
Mstep: Class 13 contains 47089 members 
Mstep: Class 14 contains 36811 members 
Mstep: Class 15 contains 26522 members 
Mstep: Class 16 contains 43310 members 
Mstep: Class 17 contains 46020 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 784 members 
Mstep: Class 21 contains 30324 members 
Mstep: Class 22 contains 8781 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241592.000000 Penalty: 79364.328125
Iteration 497Q: 25 clusters Score -1.112416e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 34468 members 
Mstep: Class 3 contains 49152 members 
Mstep: Class 4 contains 45060 members 
Mstep: Class 5 contains 43246 members 
Mstep: Class 6 contains 44842 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45266 members 
Mstep: Class 11 contains 45001 members 
Mstep: Class 12 contains 46701 members 
Mstep: Class 13 contains 47114 members 
Mstep: Class 14 contains 36801 members 
Mstep: Class 15 contains 26521 members 
Mstep: Class 16 contains 43315 members 
Mstep: Class 17 contains 46001 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 784 members 
Mstep: Class 21 contains 30323 members 
Mstep: Class 22 contains 8803 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241472.000000 Penalty: 79364.328125
Iteration 498Q: 25 clusters Score -1.112415e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 34468 members 
Mstep: Class 3 contains 49158 members 
Mstep: Class 4 contains 45043 members 
Mstep: Class 5 contains 43263 members 
Mstep: Class 6 contains 44838 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45281 members 
Mstep: Class 11 contains 45007 members 
Mstep: Class 12 contains 46667 members 
Mstep: Class 13 contains 47122 members 
Mstep: Class 14 contains 36794 members 
Mstep: Class 15 contains 26525 members 
Mstep: Class 16 contains 43307 members 
Mstep: Class 17 contains 46004 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 784 members 
Mstep: Class 21 contains 30322 members 
Mstep: Class 22 contains 8817 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241472.000000 Penalty: 79364.328125
Iteration 499Q: 25 clusters Score -1.112415e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 34460 members 
Mstep: Class 3 contains 49158 members 
Mstep: Class 4 contains 45052 members 
Mstep: Class 5 contains 43278 members 
Mstep: Class 6 contains 44826 members 
Mstep: Class 7 contains 577 members 
Mstep: Class 8 contains 306 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 45283 members 
Mstep: Class 11 contains 45013 members 
Mstep: Class 12 contains 46655 members 
Mstep: Class 13 contains 47112 members 
Mstep: Class 14 contains 36792 members 
Mstep: Class 15 contains 26528 members 
Mstep: Class 16 contains 43311 members 
Mstep: Class 17 contains 46003 members 
Mstep: Class 18 contains 789 members 
Mstep: Class 19 contains 477 members 
Mstep: Class 20 contains 784 members 
Mstep: Class 21 contains 30322 members 
Mstep: Class 22 contains 8827 members 
Mstep: Class 23 contains 1218 members 
Mstep: Class 24 contains 17289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241392.000000 Penalty: 79364.328125
Iteration 500F: 25 clusters Score -1.112414e+08 nChanged 306
Maximum iterations exceeded
--- Evaluating fit on full set of 1853663 points ---
Entering Unmasked Estep 
Score: -335405920.000000 Penalty: 85903.281250
22->25 Clusters: Score -335405920.000000, best is -335605280.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 617887 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 28034 members 
Mstep: Class 3 contains 27867 members 
Mstep: Class 4 contains 28225 members 
Mstep: Class 5 contains 27977 members 
Mstep: Class 6 contains 28070 members 
Mstep: Class 7 contains 28137 members 
Mstep: Class 8 contains 28077 members 
Mstep: Class 9 contains 27718 members 
Mstep: Class 10 contains 28448 members 
Mstep: Class 11 contains 28102 members 
Mstep: Class 12 contains 28225 members 
Mstep: Class 13 contains 28137 members 
Mstep: Class 14 contains 27989 members 
Mstep: Class 15 contains 27915 members 
Mstep: Class 16 contains 28120 members 
Mstep: Class 17 contains 28330 members 
Mstep: Class 18 contains 28044 members 
Mstep: Class 19 contains 28024 members 
Mstep: Class 20 contains 28098 members 
Mstep: Class 21 contains 28089 members 
Mstep: Class 22 contains 28170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1258.904175 but Gain 3306.843750
Score: -105644552.000000 Penalty: 69443.789062
Iteration 0F: 22 clusters Score -1.056446e+08 nChanged 589226
Entering Unmasked Mstep 
Mstep: Class 0 contains 1733 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 90902 members 
Mstep: Class 3 contains 60304 members 
Mstep: Class 4 contains 13232 members 
Mstep: Class 5 contains 13384 members 
Mstep: Class 6 contains 8676 members 
Mstep: Class 8 contains 3381 members 
Mstep: Class 9 contains 57439 members 
Mstep: Class 10 contains 36323 members 
Mstep: Class 11 contains 43953 members 
Mstep: Class 12 contains 6330 members 
Mstep: Class 13 contains 54371 members 
Mstep: Class 14 contains 11346 members 
Mstep: Class 15 contains 2537 members 
Mstep: Class 16 contains 63868 members 
Mstep: Class 17 contains 16066 members 
Mstep: Class 18 contains 89432 members 
Mstep: Class 19 contains 7949 members 
Mstep: Class 20 contains 3541 members 
Mstep: Class 21 contains 21163 members 
Mstep: Class 22 contains 904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1826.045776 but Gain 3306.851562
Score: -110058056.000000 Penalty: 66136.937500
Iteration 1F: 21 clusters Score -1.100581e+08 nChanged 239066
Entering Unmasked Mstep 
Mstep: Class 0 contains 1325 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 127609 members 
Mstep: Class 3 contains 72258 members 
Mstep: Class 4 contains 7413 members 
Mstep: Class 5 contains 4188 members 
Mstep: Class 6 contains 3412 members 
Mstep: Class 8 contains 1399 members 
Mstep: Class 9 contains 55199 members 
Mstep: Class 10 contains 60300 members 
Mstep: Class 11 contains 16717 members 
Mstep: Class 12 contains 1967 members 
Mstep: Class 13 contains 90976 members 
Mstep: Class 14 contains 3978 members 
Mstep: Class 15 contains 1299 members 
Mstep: Class 16 contains 51143 members 
Mstep: Class 17 contains 2358 members 
Mstep: Class 18 contains 88562 members 
Mstep: Class 20 contains 981 members 
Mstep: Class 21 contains 20825 members 
Mstep: Class 22 contains 2270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2425.739258 but Gain 3306.843750
Score: -110503296.000000 Penalty: 62830.093750
Iteration 2F: 20 clusters Score -1.105033e+08 nChanged 178815
Entering Unmasked Mstep 
Mstep: Class 0 contains 824 members 
Mstep: Class 2 contains 78999 members 
Mstep: Class 3 contains 88181 members 
Mstep: Class 4 contains 5503 members 
Mstep: Class 5 contains 2991 members 
Mstep: Class 6 contains 6496 members 
Mstep: Class 8 contains 1519 members 
Mstep: Class 9 contains 62116 members 
Mstep: Class 10 contains 86653 members 
Mstep: Class 11 contains 18778 members 
Mstep: Class 12 contains 1456 members 
Mstep: Class 13 contains 100665 members 
Mstep: Class 14 contains 3317 members 
Mstep: Class 15 contains 1029 members 
Mstep: Class 16 contains 51844 members 
Mstep: Class 17 contains 2273 members 
Mstep: Class 18 contains 81380 members 
Mstep: Class 20 contains 834 members 
Mstep: Class 21 contains 20444 members 
Mstep: Class 22 contains 2585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2082.967773 but Gain 3306.847656
Score: -110641744.000000 Penalty: 59523.246094
Iteration 3F: 19 clusters Score -1.106417e+08 nChanged 147332
Entering Unmasked Mstep 
Mstep: Class 0 contains 565 members 
Mstep: Class 2 contains 88245 members 
Mstep: Class 3 contains 80827 members 
Mstep: Class 4 contains 4713 members 
Mstep: Class 5 contains 2561 members 
Mstep: Class 6 contains 7637 members 
Mstep: Class 8 contains 1728 members 
Mstep: Class 9 contains 75290 members 
Mstep: Class 10 contains 91192 members 
Mstep: Class 11 contains 26401 members 
Mstep: Class 12 contains 1295 members 
Mstep: Class 13 contains 72113 members 
Mstep: Class 14 contains 3046 members 
Mstep: Class 15 contains 973 members 
Mstep: Class 16 contains 60328 members 
Mstep: Class 18 contains 75786 members 
Mstep: Class 20 contains 853 members 
Mstep: Class 21 contains 21825 members 
Mstep: Class 22 contains 2509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2274.238281 but Gain 3306.847656
Score: -110743560.000000 Penalty: 56216.398438
Iteration 4F: 18 clusters Score -1.107436e+08 nChanged 119717
Entering Unmasked Mstep 
Mstep: Class 0 contains 442 members 
Mstep: Class 2 contains 79654 members 
Mstep: Class 3 contains 68684 members 
Mstep: Class 4 contains 4205 members 
Mstep: Class 6 contains 6611 members 
Mstep: Class 8 contains 2062 members 
Mstep: Class 9 contains 85753 members 
Mstep: Class 10 contains 75877 members 
Mstep: Class 11 contains 35037 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 75422 members 
Mstep: Class 14 contains 2566 members 
Mstep: Class 15 contains 984 members 
Mstep: Class 16 contains 73997 members 
Mstep: Class 18 contains 77681 members 
Mstep: Class 20 contains 898 members 
Mstep: Class 21 contains 24421 members 
Mstep: Class 22 contains 2281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2273.338135 but Gain 3306.843750
Score: -110825432.000000 Penalty: 52909.554688
Iteration 5F: 17 clusters Score -1.108254e+08 nChanged 114865
Entering Unmasked Mstep 
Mstep: Class 0 contains 368 members 
Mstep: Class 2 contains 75833 members 
Mstep: Class 3 contains 61207 members 
Mstep: Class 4 contains 3782 members 
Mstep: Class 6 contains 5843 members 
Mstep: Class 8 contains 2296 members 
Mstep: Class 9 contains 82572 members 
Mstep: Class 10 contains 71967 members 
Mstep: Class 11 contains 42949 members 
Mstep: Class 12 contains 1404 members 
Mstep: Class 13 contains 68187 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 95690 members 
Mstep: Class 18 contains 72999 members 
Mstep: Class 20 contains 989 members 
Mstep: Class 21 contains 28741 members 
Mstep: Class 22 contains 2077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110868952.000000 Penalty: 52909.554688
Iteration 6F: 17 clusters Score -1.10869e+08 nChanged 105499
Entering Unmasked Mstep 
Mstep: Class 0 contains 315 members 
Mstep: Class 2 contains 76713 members 
Mstep: Class 3 contains 55122 members 
Mstep: Class 4 contains 3469 members 
Mstep: Class 6 contains 5546 members 
Mstep: Class 8 contains 2420 members 
Mstep: Class 9 contains 74623 members 
Mstep: Class 10 contains 68495 members 
Mstep: Class 11 contains 50345 members 
Mstep: Class 12 contains 1457 members 
Mstep: Class 13 contains 60875 members 
Mstep: Class 15 contains 977 members 
Mstep: Class 16 contains 108013 members 
Mstep: Class 18 contains 70992 members 
Mstep: Class 20 contains 1061 members 
Mstep: Class 21 contains 35557 members 
Mstep: Class 22 contains 1907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110886136.000000 Penalty: 52909.554688
Iteration 7F: 17 clusters Score -1.108861e+08 nChanged 85846
Entering Unmasked Mstep 
Mstep: Class 0 contains 256 members 
Mstep: Class 2 contains 79158 members 
Mstep: Class 3 contains 51103 members 
Mstep: Class 4 contains 3346 members 
Mstep: Class 6 contains 5660 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 73371 members 
Mstep: Class 10 contains 64556 members 
Mstep: Class 11 contains 60327 members 
Mstep: Class 12 contains 1510 members 
Mstep: Class 13 contains 56262 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 94330 members 
Mstep: Class 18 contains 75491 members 
Mstep: Class 20 contains 1150 members 
Mstep: Class 21 contains 46163 members 
Mstep: Class 22 contains 1818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110948400.000000 Penalty: 52909.554688
Iteration 8F: 17 clusters Score -1.109484e+08 nChanged 77664
Entering Unmasked Mstep 
Mstep: Class 0 contains 204 members 
Mstep: Class 2 contains 76706 members 
Mstep: Class 3 contains 49230 members 
Mstep: Class 4 contains 3110 members 
Mstep: Class 6 contains 6023 members 
Mstep: Class 8 contains 2419 members 
Mstep: Class 9 contains 68238 members 
Mstep: Class 10 contains 60277 members 
Mstep: Class 11 contains 68180 members 
Mstep: Class 12 contains 1527 members 
Mstep: Class 13 contains 52654 members 
Mstep: Class 15 contains 877 members 
Mstep: Class 16 contains 92841 members 
Mstep: Class 18 contains 70264 members 
Mstep: Class 20 contains 1238 members 
Mstep: Class 21 contains 62345 members 
Mstep: Class 22 contains 1754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110984328.000000 Penalty: 52909.554688
Iteration 9F: 17 clusters Score -1.109843e+08 nChanged 76669
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 2 contains 75539 members 
Mstep: Class 3 contains 45676 members 
Mstep: Class 4 contains 2926 members 
Mstep: Class 6 contains 6439 members 
Mstep: Class 8 contains 2395 members 
Mstep: Class 9 contains 60058 members 
Mstep: Class 10 contains 54192 members 
Mstep: Class 11 contains 76874 members 
Mstep: Class 12 contains 1505 members 
Mstep: Class 13 contains 48041 members 
Mstep: Class 15 contains 808 members 
Mstep: Class 16 contains 88373 members 
Mstep: Class 18 contains 69625 members 
Mstep: Class 20 contains 1330 members 
Mstep: Class 21 contains 82233 members 
Mstep: Class 22 contains 1706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111007496.000000 Penalty: 52909.554688
Iteration 10F: 17 clusters Score -1.110075e+08 nChanged 73917
Entering Unmasked Mstep 
Mstep: Class 0 contains 147 members 
Mstep: Class 2 contains 73140 members 
Mstep: Class 3 contains 46626 members 
Mstep: Class 4 contains 2786 members 
Mstep: Class 6 contains 6987 members 
Mstep: Class 8 contains 2391 members 
Mstep: Class 9 contains 53451 members 
Mstep: Class 10 contains 51019 members 
Mstep: Class 11 contains 86555 members 
Mstep: Class 12 contains 1406 members 
Mstep: Class 13 contains 48060 members 
Mstep: Class 15 contains 765 members 
Mstep: Class 16 contains 82979 members 
Mstep: Class 18 contains 63104 members 
Mstep: Class 20 contains 1370 members 
Mstep: Class 21 contains 95433 members 
Mstep: Class 22 contains 1668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111014728.000000 Penalty: 52909.554688
Iteration 11F: 17 clusters Score -1.110147e+08 nChanged 62009
Entering Unmasked Mstep 
Mstep: Class 0 contains 130 members 
Mstep: Class 2 contains 74724 members 
Mstep: Class 3 contains 48772 members 
Mstep: Class 4 contains 2747 members 
Mstep: Class 6 contains 7761 members 
Mstep: Class 8 contains 2394 members 
Mstep: Class 9 contains 54294 members 
Mstep: Class 10 contains 50672 members 
Mstep: Class 11 contains 95901 members 
Mstep: Class 12 contains 1347 members 
Mstep: Class 13 contains 50267 members 
Mstep: Class 15 contains 745 members 
Mstep: Class 16 contains 78980 members 
Mstep: Class 18 contains 60714 members 
Mstep: Class 20 contains 1413 members 
Mstep: Class 21 contains 85383 members 
Mstep: Class 22 contains 1643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111022512.000000 Penalty: 52909.554688
Iteration 12F: 17 clusters Score -1.110225e+08 nChanged 46558
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 2 contains 73121 members 
Mstep: Class 3 contains 49619 members 
Mstep: Class 4 contains 2809 members 
Mstep: Class 6 contains 8982 members 
Mstep: Class 8 contains 2424 members 
Mstep: Class 9 contains 53415 members 
Mstep: Class 10 contains 49334 members 
Mstep: Class 11 contains 99240 members 
Mstep: Class 12 contains 1304 members 
Mstep: Class 13 contains 51272 members 
Mstep: Class 15 contains 725 members 
Mstep: Class 16 contains 79088 members 
Mstep: Class 18 contains 58222 members 
Mstep: Class 20 contains 1431 members 
Mstep: Class 21 contains 85168 members 
Mstep: Class 22 contains 1611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111020032.000000 Penalty: 52909.554688
Iteration 13F: 17 clusters Score -1.1102e+08 nChanged 33602
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 2 contains 73080 members 
Mstep: Class 3 contains 50286 members 
Mstep: Class 4 contains 3036 members 
Mstep: Class 6 contains 10177 members 
Mstep: Class 8 contains 2458 members 
Mstep: Class 9 contains 53953 members 
Mstep: Class 10 contains 49139 members 
Mstep: Class 11 contains 99315 members 
Mstep: Class 12 contains 1268 members 
Mstep: Class 13 contains 52290 members 
Mstep: Class 15 contains 716 members 
Mstep: Class 16 contains 78097 members 
Mstep: Class 18 contains 57349 members 
Mstep: Class 20 contains 1442 members 
Mstep: Class 21 contains 83575 members 
Mstep: Class 22 contains 1590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111025040.000000 Penalty: 52909.554688
Iteration 14F: 17 clusters Score -1.11025e+08 nChanged 26746
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 2 contains 72858 members 
Mstep: Class 3 contains 50732 members 
Mstep: Class 4 contains 3314 members 
Mstep: Class 6 contains 11253 members 
Mstep: Class 8 contains 2506 members 
Mstep: Class 9 contains 54830 members 
Mstep: Class 10 contains 49419 members 
Mstep: Class 11 contains 98529 members 
Mstep: Class 12 contains 1243 members 
Mstep: Class 13 contains 53219 members 
Mstep: Class 15 contains 702 members 
Mstep: Class 16 contains 77251 members 
Mstep: Class 18 contains 56748 members 
Mstep: Class 20 contains 1459 members 
Mstep: Class 21 contains 82144 members 
Mstep: Class 22 contains 1567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111030096.000000 Penalty: 52909.554688
Iteration 15Q: 17 clusters Score -1.110301e+08 nChanged 22511
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 2 contains 72706 members 
Mstep: Class 3 contains 51052 members 
Mstep: Class 4 contains 3656 members 
Mstep: Class 6 contains 12173 members 
Mstep: Class 8 contains 2543 members 
Mstep: Class 9 contains 55797 members 
Mstep: Class 10 contains 49791 members 
Mstep: Class 11 contains 97931 members 
Mstep: Class 12 contains 1242 members 
Mstep: Class 13 contains 54033 members 
Mstep: Class 15 contains 693 members 
Mstep: Class 16 contains 76381 members 
Mstep: Class 18 contains 56409 members 
Mstep: Class 20 contains 1466 members 
Mstep: Class 21 contains 80352 members 
Mstep: Class 22 contains 1552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111035144.000000 Penalty: 52909.554688
Iteration 16Q: 17 clusters Score -1.110351e+08 nChanged 19517
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 2 contains 72406 members 
Mstep: Class 3 contains 51147 members 
Mstep: Class 4 contains 4066 members 
Mstep: Class 6 contains 13024 members 
Mstep: Class 8 contains 2571 members 
Mstep: Class 9 contains 56570 members 
Mstep: Class 10 contains 50067 members 
Mstep: Class 11 contains 97135 members 
Mstep: Class 12 contains 1236 members 
Mstep: Class 13 contains 54634 members 
Mstep: Class 15 contains 680 members 
Mstep: Class 16 contains 75536 members 
Mstep: Class 18 contains 56304 members 
Mstep: Class 20 contains 1475 members 
Mstep: Class 21 contains 79379 members 
Mstep: Class 22 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111039728.000000 Penalty: 52909.554688
Iteration 17Q: 17 clusters Score -1.110397e+08 nChanged 17556
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 2 contains 72175 members 
Mstep: Class 3 contains 51301 members 
Mstep: Class 4 contains 4554 members 
Mstep: Class 6 contains 13840 members 
Mstep: Class 8 contains 2593 members 
Mstep: Class 9 contains 57439 members 
Mstep: Class 10 contains 50268 members 
Mstep: Class 11 contains 96423 members 
Mstep: Class 12 contains 1238 members 
Mstep: Class 13 contains 55054 members 
Mstep: Class 15 contains 669 members 
Mstep: Class 16 contains 74762 members 
Mstep: Class 18 contains 55979 members 
Mstep: Class 20 contains 1488 members 
Mstep: Class 21 contains 78449 members 
Mstep: Class 22 contains 1546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111042720.000000 Penalty: 52909.554688
Iteration 18Q: 17 clusters Score -1.110427e+08 nChanged 16006
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 2 contains 72005 members 
Mstep: Class 3 contains 51437 members 
Mstep: Class 4 contains 5089 members 
Mstep: Class 6 contains 14638 members 
Mstep: Class 8 contains 2613 members 
Mstep: Class 9 contains 58281 members 
Mstep: Class 10 contains 50422 members 
Mstep: Class 11 contains 95782 members 
Mstep: Class 12 contains 1238 members 
Mstep: Class 13 contains 55422 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 73917 members 
Mstep: Class 18 contains 55597 members 
Mstep: Class 20 contains 1496 members 
Mstep: Class 21 contains 77642 members 
Mstep: Class 22 contains 1546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111046208.000000 Penalty: 52909.554688
Iteration 19Q: 17 clusters Score -1.110462e+08 nChanged 14985
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 2 contains 71926 members 
Mstep: Class 3 contains 51473 members 
Mstep: Class 4 contains 5659 members 
Mstep: Class 6 contains 15367 members 
Mstep: Class 8 contains 2639 members 
Mstep: Class 9 contains 59019 members 
Mstep: Class 10 contains 50473 members 
Mstep: Class 11 contains 95274 members 
Mstep: Class 12 contains 1236 members 
Mstep: Class 13 contains 55734 members 
Mstep: Class 15 contains 633 members 
Mstep: Class 16 contains 73065 members 
Mstep: Class 18 contains 55185 members 
Mstep: Class 20 contains 1519 members 
Mstep: Class 21 contains 77030 members 
Mstep: Class 22 contains 1546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111050000.000000 Penalty: 52909.554688
Iteration 20F: 17 clusters Score -1.1105e+08 nChanged 13967
Entering Unmasked Mstep 
Mstep: Class 0 contains 105 members 
Mstep: Class 2 contains 71767 members 
Mstep: Class 3 contains 51470 members 
Mstep: Class 4 contains 6345 members 
Mstep: Class 6 contains 16057 members 
Mstep: Class 8 contains 2663 members 
Mstep: Class 9 contains 59615 members 
Mstep: Class 10 contains 50422 members 
Mstep: Class 11 contains 94753 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 55996 members 
Mstep: Class 15 contains 631 members 
Mstep: Class 16 contains 72535 members 
Mstep: Class 18 contains 54855 members 
Mstep: Class 20 contains 1531 members 
Mstep: Class 21 contains 76357 members 
Mstep: Class 22 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111053752.000000 Penalty: 52909.554688
Iteration 21Q: 17 clusters Score -1.110538e+08 nChanged 13293
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 2 contains 71545 members 
Mstep: Class 3 contains 51430 members 
Mstep: Class 4 contains 7113 members 
Mstep: Class 6 contains 16673 members 
Mstep: Class 8 contains 2687 members 
Mstep: Class 9 contains 60183 members 
Mstep: Class 10 contains 50449 members 
Mstep: Class 11 contains 94272 members 
Mstep: Class 12 contains 1249 members 
Mstep: Class 13 contains 56289 members 
Mstep: Class 15 contains 620 members 
Mstep: Class 16 contains 71880 members 
Mstep: Class 18 contains 54483 members 
Mstep: Class 20 contains 1540 members 
Mstep: Class 21 contains 75834 members 
Mstep: Class 22 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111056480.000000 Penalty: 52909.554688
Iteration 22Q: 17 clusters Score -1.110565e+08 nChanged 12696
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 2 contains 71200 members 
Mstep: Class 3 contains 51447 members 
Mstep: Class 4 contains 8018 members 
Mstep: Class 6 contains 17286 members 
Mstep: Class 8 contains 2704 members 
Mstep: Class 9 contains 60633 members 
Mstep: Class 10 contains 50523 members 
Mstep: Class 11 contains 93810 members 
Mstep: Class 12 contains 1252 members 
Mstep: Class 13 contains 56400 members 
Mstep: Class 15 contains 607 members 
Mstep: Class 16 contains 71282 members 
Mstep: Class 18 contains 54077 members 
Mstep: Class 20 contains 1556 members 
Mstep: Class 21 contains 75452 members 
Mstep: Class 22 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111059464.000000 Penalty: 52909.554688
Iteration 23Q: 17 clusters Score -1.110595e+08 nChanged 12275
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 2 contains 70819 members 
Mstep: Class 3 contains 51369 members 
Mstep: Class 4 contains 9067 members 
Mstep: Class 6 contains 17873 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 60979 members 
Mstep: Class 10 contains 50624 members 
Mstep: Class 11 contains 93300 members 
Mstep: Class 12 contains 1248 members 
Mstep: Class 13 contains 56458 members 
Mstep: Class 15 contains 595 members 
Mstep: Class 16 contains 70804 members 
Mstep: Class 18 contains 53677 members 
Mstep: Class 20 contains 1562 members 
Mstep: Class 21 contains 75141 members 
Mstep: Class 22 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111061784.000000 Penalty: 52909.554688
Iteration 24Q: 17 clusters Score -1.110618e+08 nChanged 11852
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 2 contains 70492 members 
Mstep: Class 3 contains 51283 members 
Mstep: Class 4 contains 10207 members 
Mstep: Class 6 contains 18432 members 
Mstep: Class 8 contains 2754 members 
Mstep: Class 9 contains 61324 members 
Mstep: Class 10 contains 50666 members 
Mstep: Class 11 contains 92756 members 
Mstep: Class 12 contains 1248 members 
Mstep: Class 13 contains 56420 members 
Mstep: Class 15 contains 585 members 
Mstep: Class 16 contains 70472 members 
Mstep: Class 18 contains 53371 members 
Mstep: Class 20 contains 1571 members 
Mstep: Class 21 contains 74666 members 
Mstep: Class 22 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111063592.000000 Penalty: 52909.554688
Iteration 25Q: 17 clusters Score -1.110636e+08 nChanged 11513
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 2 contains 70197 members 
Mstep: Class 3 contains 51210 members 
Mstep: Class 4 contains 11495 members 
Mstep: Class 6 contains 18996 members 
Mstep: Class 8 contains 2774 members 
Mstep: Class 9 contains 61666 members 
Mstep: Class 10 contains 50619 members 
Mstep: Class 11 contains 92216 members 
Mstep: Class 12 contains 1249 members 
Mstep: Class 13 contains 56392 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 69982 members 
Mstep: Class 18 contains 53046 members 
Mstep: Class 20 contains 1574 members 
Mstep: Class 21 contains 74254 members 
Mstep: Class 22 contains 1539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111065984.000000 Penalty: 52909.554688
Iteration 26Q: 17 clusters Score -1.11066e+08 nChanged 11464
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 2 contains 69776 members 
Mstep: Class 3 contains 51091 members 
Mstep: Class 4 contains 13021 members 
Mstep: Class 6 contains 19560 members 
Mstep: Class 8 contains 2790 members 
Mstep: Class 9 contains 62103 members 
Mstep: Class 10 contains 50608 members 
Mstep: Class 11 contains 91667 members 
Mstep: Class 12 contains 1263 members 
Mstep: Class 13 contains 56393 members 
Mstep: Class 15 contains 564 members 
Mstep: Class 16 contains 69412 members 
Mstep: Class 18 contains 52696 members 
Mstep: Class 20 contains 1585 members 
Mstep: Class 21 contains 73716 members 
Mstep: Class 22 contains 1540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111068312.000000 Penalty: 52909.554688
Iteration 27Q: 17 clusters Score -1.110683e+08 nChanged 11355
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 2 contains 69283 members 
Mstep: Class 3 contains 51015 members 
Mstep: Class 4 contains 14798 members 
Mstep: Class 6 contains 20077 members 
Mstep: Class 8 contains 2815 members 
Mstep: Class 9 contains 62440 members 
Mstep: Class 10 contains 50562 members 
Mstep: Class 11 contains 91154 members 
Mstep: Class 12 contains 1267 members 
Mstep: Class 13 contains 56297 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 68795 members 
Mstep: Class 18 contains 52408 members 
Mstep: Class 20 contains 1585 members 
Mstep: Class 21 contains 73195 members 
Mstep: Class 22 contains 1540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111070560.000000 Penalty: 52909.554688
Iteration 28Q: 17 clusters Score -1.110706e+08 nChanged 11398
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 2 contains 68764 members 
Mstep: Class 3 contains 50790 members 
Mstep: Class 4 contains 16852 members 
Mstep: Class 6 contains 20605 members 
Mstep: Class 8 contains 2838 members 
Mstep: Class 9 contains 62625 members 
Mstep: Class 10 contains 50520 members 
Mstep: Class 11 contains 90688 members 
Mstep: Class 12 contains 1273 members 
Mstep: Class 13 contains 56115 members 
Mstep: Class 15 contains 552 members 
Mstep: Class 16 contains 68183 members 
Mstep: Class 18 contains 52242 members 
Mstep: Class 20 contains 1577 members 
Mstep: Class 21 contains 72620 members 
Mstep: Class 22 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111073032.000000 Penalty: 52909.554688
Iteration 29Q: 17 clusters Score -1.11073e+08 nChanged 11221
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 2 contains 68225 members 
Mstep: Class 3 contains 50639 members 
Mstep: Class 4 contains 19080 members 
Mstep: Class 6 contains 21099 members 
Mstep: Class 8 contains 2860 members 
Mstep: Class 9 contains 62740 members 
Mstep: Class 10 contains 50431 members 
Mstep: Class 11 contains 90204 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 55797 members 
Mstep: Class 15 contains 544 members 
Mstep: Class 16 contains 67517 members 
Mstep: Class 18 contains 52094 members 
Mstep: Class 20 contains 1576 members 
Mstep: Class 21 contains 72169 members 
Mstep: Class 22 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111075408.000000 Penalty: 52909.554688
Iteration 30Q: 17 clusters Score -1.110754e+08 nChanged 11161
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 2 contains 67676 members 
Mstep: Class 3 contains 50436 members 
Mstep: Class 4 contains 21686 members 
Mstep: Class 6 contains 21570 members 
Mstep: Class 8 contains 2881 members 
Mstep: Class 9 contains 62746 members 
Mstep: Class 10 contains 50286 members 
Mstep: Class 11 contains 89736 members 
Mstep: Class 12 contains 1281 members 
Mstep: Class 13 contains 55470 members 
Mstep: Class 15 contains 546 members 
Mstep: Class 16 contains 66643 members 
Mstep: Class 18 contains 51995 members 
Mstep: Class 20 contains 1565 members 
Mstep: Class 21 contains 71727 members 
Mstep: Class 22 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111077712.000000 Penalty: 52909.554688
Iteration 31Q: 17 clusters Score -1.110777e+08 nChanged 11279
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 2 contains 67065 members 
Mstep: Class 3 contains 50317 members 
Mstep: Class 4 contains 24554 members 
Mstep: Class 6 contains 22008 members 
Mstep: Class 8 contains 2900 members 
Mstep: Class 9 contains 62716 members 
Mstep: Class 10 contains 50154 members 
Mstep: Class 11 contains 89294 members 
Mstep: Class 12 contains 1285 members 
Mstep: Class 13 contains 55113 members 
Mstep: Class 15 contains 547 members 
Mstep: Class 16 contains 65617 members 
Mstep: Class 18 contains 51869 members 
Mstep: Class 20 contains 1559 members 
Mstep: Class 21 contains 71246 members 
Mstep: Class 22 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111080016.000000 Penalty: 52909.554688
Iteration 32Q: 17 clusters Score -1.1108e+08 nChanged 11194
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 2 contains 66412 members 
Mstep: Class 3 contains 50152 members 
Mstep: Class 4 contains 27796 members 
Mstep: Class 6 contains 22449 members 
Mstep: Class 8 contains 2905 members 
Mstep: Class 9 contains 62533 members 
Mstep: Class 10 contains 50086 members 
Mstep: Class 11 contains 88723 members 
Mstep: Class 12 contains 1294 members 
Mstep: Class 13 contains 54754 members 
Mstep: Class 15 contains 550 members 
Mstep: Class 16 contains 64585 members 
Mstep: Class 18 contains 51712 members 
Mstep: Class 20 contains 1552 members 
Mstep: Class 21 contains 70737 members 
Mstep: Class 22 contains 1545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111082656.000000 Penalty: 52909.554688
Iteration 33Q: 17 clusters Score -1.110827e+08 nChanged 11004
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 2 contains 65700 members 
Mstep: Class 3 contains 49997 members 
Mstep: Class 4 contains 31356 members 
Mstep: Class 6 contains 22801 members 
Mstep: Class 8 contains 2913 members 
Mstep: Class 9 contains 62363 members 
Mstep: Class 10 contains 50002 members 
Mstep: Class 11 contains 88224 members 
Mstep: Class 12 contains 1291 members 
Mstep: Class 13 contains 54245 members 
Mstep: Class 15 contains 551 members 
Mstep: Class 16 contains 63607 members 
Mstep: Class 18 contains 51434 members 
Mstep: Class 20 contains 1549 members 
Mstep: Class 21 contains 70205 members 
Mstep: Class 22 contains 1547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111085600.000000 Penalty: 52909.554688
Iteration 34Q: 17 clusters Score -1.110856e+08 nChanged 10907
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 2 contains 64989 members 
Mstep: Class 3 contains 49753 members 
Mstep: Class 4 contains 35302 members 
Mstep: Class 6 contains 23113 members 
Mstep: Class 8 contains 2928 members 
Mstep: Class 9 contains 61982 members 
Mstep: Class 10 contains 49901 members 
Mstep: Class 11 contains 87804 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 53611 members 
Mstep: Class 15 contains 554 members 
Mstep: Class 16 contains 62616 members 
Mstep: Class 18 contains 51200 members 
Mstep: Class 20 contains 1546 members 
Mstep: Class 21 contains 69648 members 
Mstep: Class 22 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111088224.000000 Penalty: 52909.554688
Iteration 35Q: 17 clusters Score -1.110882e+08 nChanged 11160
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 2 contains 64221 members 
Mstep: Class 3 contains 49518 members 
Mstep: Class 4 contains 39764 members 
Mstep: Class 6 contains 23391 members 
Mstep: Class 8 contains 2932 members 
Mstep: Class 9 contains 61536 members 
Mstep: Class 10 contains 49822 members 
Mstep: Class 11 contains 87330 members 
Mstep: Class 12 contains 1289 members 
Mstep: Class 13 contains 52802 members 
Mstep: Class 15 contains 557 members 
Mstep: Class 16 contains 61670 members 
Mstep: Class 18 contains 50950 members 
Mstep: Class 20 contains 1541 members 
Mstep: Class 21 contains 68912 members 
Mstep: Class 22 contains 1550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111091128.000000 Penalty: 52909.554688
Iteration 36Q: 17 clusters Score -1.110911e+08 nChanged 11389
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 2 contains 63414 members 
Mstep: Class 3 contains 49257 members 
Mstep: Class 4 contains 44640 members 
Mstep: Class 6 contains 23609 members 
Mstep: Class 8 contains 2935 members 
Mstep: Class 9 contains 60992 members 
Mstep: Class 10 contains 49557 members 
Mstep: Class 11 contains 86895 members 
Mstep: Class 12 contains 1294 members 
Mstep: Class 13 contains 51903 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 60705 members 
Mstep: Class 18 contains 50783 members 
Mstep: Class 20 contains 1537 members 
Mstep: Class 21 contains 68155 members 
Mstep: Class 22 contains 1551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111094968.000000 Penalty: 52909.554688
Iteration 37Q: 17 clusters Score -1.11095e+08 nChanged 13350
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 2 contains 62282 members 
Mstep: Class 3 contains 48881 members 
Mstep: Class 4 contains 51381 members 
Mstep: Class 6 contains 23788 members 
Mstep: Class 8 contains 2940 members 
Mstep: Class 9 contains 59879 members 
Mstep: Class 10 contains 49253 members 
Mstep: Class 11 contains 86561 members 
Mstep: Class 12 contains 1289 members 
Mstep: Class 13 contains 50768 members 
Mstep: Class 15 contains 558 members 
Mstep: Class 16 contains 59491 members 
Mstep: Class 18 contains 50559 members 
Mstep: Class 20 contains 1532 members 
Mstep: Class 21 contains 67071 members 
Mstep: Class 22 contains 1552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111095272.000000 Penalty: 52909.554688
Iteration 38Q: 17 clusters Score -1.110953e+08 nChanged 15007
Entering ConstructFrom: 
Score: -111095272.000000 Penalty: 52909.554688
Entering ConstructFrom: 
Trying to split cluster 2 (61110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61110 members 
Entering Unmasked Estep 
Score: -11159135.000000 Penalty: 2733.066895
	Iteration 0F: 2 clusters Score -1.115914e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 30630 members 
Entering Unmasked Estep 
Score: -11130475.000000 Penalty: 5466.133789
	Iteration 0F: 3 clusters Score -1.113048e+07 nChanged 28313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -11146446.000000 Penalty: 5466.133789
	Iteration 1F: 3 clusters Score -1.114645e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -11147060.000000 Penalty: 5466.133789
	Iteration 2Q: 3 clusters Score -1.114706e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 32811 members 
Entering Unmasked Estep 
Score: -11147719.000000 Penalty: 5466.133789
	Iteration 3Q: 3 clusters Score -1.114772e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 33712 members 
Entering Unmasked Estep 
Score: -11148504.000000 Penalty: 5466.133789
	Iteration 4Q: 3 clusters Score -1.11485e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -11149559.000000 Penalty: 5466.133789
	Iteration 5Q: 3 clusters Score -1.114956e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -11150896.000000 Penalty: 5466.133789
	Iteration 6Q: 3 clusters Score -1.11509e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -11152424.000000 Penalty: 5466.133789
	Iteration 7Q: 3 clusters Score -1.115242e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -11154340.000000 Penalty: 5466.133789
	Iteration 8F: 3 clusters Score -1.115434e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -11156455.000000 Penalty: 5466.133789
	Iteration 9F: 3 clusters Score -1.115646e+07 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -11158209.000000 Penalty: 5466.133789
	Iteration 10F: 3 clusters Score -1.115821e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 43865 members 
Entering Unmasked Estep 
Score: -11159723.000000 Penalty: 5466.133789
	Iteration 11Q: 3 clusters Score -1.115972e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 43986 members 
Entering Unmasked Estep 
Score: -11160672.000000 Penalty: 5466.133789
	Iteration 12Q: 3 clusters Score -1.116067e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 43900 members 
Entering Unmasked Estep 
Score: -11161048.000000 Penalty: 5466.133789
	Iteration 13Q: 3 clusters Score -1.116105e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 43779 members 
Entering Unmasked Estep 
Score: -11161287.000000 Penalty: 5466.133789
	Iteration 14Q: 3 clusters Score -1.116129e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -11161425.000000 Penalty: 5466.133789
	Iteration 15Q: 3 clusters Score -1.116142e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -11161505.000000 Penalty: 5466.133789
	Iteration 16Q: 3 clusters Score -1.11615e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 43276 members 
Entering Unmasked Estep 
Score: -11161653.000000 Penalty: 5466.133789
	Iteration 17Q: 3 clusters Score -1.116165e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 43115 members 
Entering Unmasked Estep 
Score: -11161812.000000 Penalty: 5466.133789
	Iteration 18Q: 3 clusters Score -1.116181e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 42989 members 
Entering Unmasked Estep 
Score: -11161870.000000 Penalty: 5466.133789
	Iteration 19Q: 3 clusters Score -1.116187e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 42866 members 
Entering Unmasked Estep 
Score: -11161972.000000 Penalty: 5466.133789
	Iteration 20F: 3 clusters Score -1.116197e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 42761 members 
Entering Unmasked Estep 
Score: -11162041.000000 Penalty: 5466.133789
	Iteration 21Q: 3 clusters Score -1.116204e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 42614 members 
Entering Unmasked Estep 
Score: -11162100.000000 Penalty: 5466.133789
	Iteration 22Q: 3 clusters Score -1.11621e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 42508 members 
Entering Unmasked Estep 
Score: -11162176.000000 Penalty: 5466.133789
	Iteration 23Q: 3 clusters Score -1.116218e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -11162199.000000 Penalty: 5466.133789
	Iteration 24Q: 3 clusters Score -1.11622e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 42295 members 
Entering Unmasked Estep 
Score: -11162223.000000 Penalty: 5466.133789
	Iteration 25Q: 3 clusters Score -1.116222e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -11162271.000000 Penalty: 5466.133789
	Iteration 26Q: 3 clusters Score -1.116227e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
Score: -11162293.000000 Penalty: 5466.133789
	Iteration 27Q: 3 clusters Score -1.116229e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -11162336.000000 Penalty: 5466.133789
	Iteration 28Q: 3 clusters Score -1.116234e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 42142 members 
Entering Unmasked Estep 
Score: -11162400.000000 Penalty: 5466.133789
	Iteration 29Q: 3 clusters Score -1.11624e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 42133 members 
Entering Unmasked Estep 
Score: -11162490.000000 Penalty: 5466.133789
	Iteration 30Q: 3 clusters Score -1.116249e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 42139 members 
Entering Unmasked Estep 
Score: -11162528.000000 Penalty: 5466.133789
	Iteration 31Q: 3 clusters Score -1.116253e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 42179 members 
Entering Unmasked Estep 
Score: -11162588.000000 Penalty: 5466.133789
	Iteration 32Q: 3 clusters Score -1.116259e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -11162609.000000 Penalty: 5466.133789
	Iteration 33Q: 3 clusters Score -1.116261e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 42247 members 
Entering Unmasked Estep 
Score: -11162642.000000 Penalty: 5466.133789
	Iteration 34Q: 3 clusters Score -1.116264e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -11162637.000000 Penalty: 5466.133789
	Iteration 35Q: 3 clusters Score -1.116264e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 42288 members 
Entering Unmasked Estep 
Score: -11162680.000000 Penalty: 5466.133789
	Iteration 36Q: 3 clusters Score -1.116268e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 42319 members 
Entering Unmasked Estep 
Score: -11162673.000000 Penalty: 5466.133789
	Iteration 37Q: 3 clusters Score -1.116267e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 42340 members 
Entering Unmasked Estep 
Score: -11162731.000000 Penalty: 5466.133789
	Iteration 38Q: 3 clusters Score -1.116273e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -11162785.000000 Penalty: 5466.133789
	Iteration 39Q: 3 clusters Score -1.116278e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 42412 members 
Entering Unmasked Estep 
Score: -11162818.000000 Penalty: 5466.133789
	Iteration 40F: 3 clusters Score -1.116282e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -11162880.000000 Penalty: 5466.133789
	Iteration 41Q: 3 clusters Score -1.116288e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 42413 members 
Entering Unmasked Estep 
Score: -11162911.000000 Penalty: 5466.133789
	Iteration 42Q: 3 clusters Score -1.116291e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 42396 members 
Entering Unmasked Estep 
Score: -11162949.000000 Penalty: 5466.133789
	Iteration 43Q: 3 clusters Score -1.116295e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 42363 members 
Entering Unmasked Estep 
Score: -11162955.000000 Penalty: 5466.133789
	Iteration 44Q: 3 clusters Score -1.116296e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -11163030.000000 Penalty: 5466.133789
	Iteration 45Q: 3 clusters Score -1.116303e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 42251 members 
Entering Unmasked Estep 
Score: -11163061.000000 Penalty: 5466.133789
	Iteration 46Q: 3 clusters Score -1.116306e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 42199 members 
Entering Unmasked Estep 
Score: -11163088.000000 Penalty: 5466.133789
	Iteration 47Q: 3 clusters Score -1.116309e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -11163118.000000 Penalty: 5466.133789
	Iteration 48Q: 3 clusters Score -1.116312e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 42125 members 
Entering Unmasked Estep 
Score: -11163140.000000 Penalty: 5466.133789
	Iteration 49Q: 3 clusters Score -1.116314e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -11163183.000000 Penalty: 5466.133789
	Iteration 50Q: 3 clusters Score -1.116318e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -11163202.000000 Penalty: 5466.133789
	Iteration 51Q: 3 clusters Score -1.11632e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -11163221.000000 Penalty: 5466.133789
	Iteration 52Q: 3 clusters Score -1.116322e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -11163259.000000 Penalty: 5466.133789
	Iteration 53Q: 3 clusters Score -1.116326e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -11163306.000000 Penalty: 5466.133789
	Iteration 54Q: 3 clusters Score -1.116331e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -11163310.000000 Penalty: 5466.133789
	Iteration 55Q: 3 clusters Score -1.116331e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 42003 members 
Entering Unmasked Estep 
Score: -11163308.000000 Penalty: 5466.133789
	Iteration 56Q: 3 clusters Score -1.116331e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -11163309.000000 Penalty: 5466.133789
	Iteration 57Q: 3 clusters Score -1.116331e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 41959 members 
Entering Unmasked Estep 
Score: -11163329.000000 Penalty: 5466.133789
	Iteration 58Q: 3 clusters Score -1.116333e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -11163338.000000 Penalty: 5466.133789
	Iteration 59Q: 3 clusters Score -1.116334e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -11163355.000000 Penalty: 5466.133789
	Iteration 60F: 3 clusters Score -1.116336e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19186 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -11163376.000000 Penalty: 5466.133789
	Iteration 61Q: 3 clusters Score -1.116338e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -11163366.000000 Penalty: 5466.133789
	Iteration 62Q: 3 clusters Score -1.116337e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -11163360.000000 Penalty: 5466.133789
	Iteration 63Q: 3 clusters Score -1.116336e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -11163381.000000 Penalty: 5466.133789
	Iteration 64Q: 3 clusters Score -1.116338e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -11163398.000000 Penalty: 5466.133789
	Iteration 65Q: 3 clusters Score -1.11634e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 41751 members 
Entering Unmasked Estep 
Score: -11163395.000000 Penalty: 5466.133789
	Iteration 66Q: 3 clusters Score -1.11634e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 41717 members 
Entering Unmasked Estep 
Score: -11163387.000000 Penalty: 5466.133789
	Iteration 67Q: 3 clusters Score -1.116339e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -11163402.000000 Penalty: 5466.133789
	Iteration 68Q: 3 clusters Score -1.11634e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
Score: -11163416.000000 Penalty: 5466.133789
	Iteration 69Q: 3 clusters Score -1.116342e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -11163455.000000 Penalty: 5466.133789
	Iteration 70Q: 3 clusters Score -1.116346e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 41680 members 
Entering Unmasked Estep 
Score: -11163432.000000 Penalty: 5466.133789
	Iteration 71Q: 3 clusters Score -1.116343e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 41663 members 
Entering Unmasked Estep 
Score: -11163433.000000 Penalty: 5466.133789
	Iteration 72Q: 3 clusters Score -1.116343e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 41645 members 
Entering Unmasked Estep 
Score: -11163433.000000 Penalty: 5466.133789
	Iteration 73Q: 3 clusters Score -1.116343e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -11163417.000000 Penalty: 5466.133789
	Iteration 74Q: 3 clusters Score -1.116342e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 41612 members 
Entering Unmasked Estep 
Score: -11163443.000000 Penalty: 5466.133789
	Iteration 75Q: 3 clusters Score -1.116344e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -11163434.000000 Penalty: 5466.133789
	Iteration 76Q: 3 clusters Score -1.116343e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 41600 members 
Entering Unmasked Estep 
Score: -11163430.000000 Penalty: 5466.133789
	Iteration 77Q: 3 clusters Score -1.116343e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 41590 members 
Entering Unmasked Estep 
Score: -11163428.000000 Penalty: 5466.133789
	Iteration 78Q: 3 clusters Score -1.116343e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -11163428.000000 Penalty: 5466.133789
	Iteration 79Q: 3 clusters Score -1.116343e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -11163424.000000 Penalty: 5466.133789
	Iteration 80F: 3 clusters Score -1.116342e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -11163436.000000 Penalty: 5466.133789
	Iteration 81Q: 3 clusters Score -1.116344e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -11163432.000000 Penalty: 5466.133789
	Iteration 82Q: 3 clusters Score -1.116343e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -11163423.000000 Penalty: 5466.133789
	Iteration 83Q: 3 clusters Score -1.116342e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 41486 members 
Entering Unmasked Estep 
Score: -11163439.000000 Penalty: 5466.133789
	Iteration 84Q: 3 clusters Score -1.116344e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 41465 members 
Entering Unmasked Estep 
Score: -11163450.000000 Penalty: 5466.133789
	Iteration 85Q: 3 clusters Score -1.116345e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -11163459.000000 Penalty: 5466.133789
	Iteration 86Q: 3 clusters Score -1.116346e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
Score: -11163454.000000 Penalty: 5466.133789
	Iteration 87Q: 3 clusters Score -1.116345e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 41429 members 
Entering Unmasked Estep 
Score: -11163441.000000 Penalty: 5466.133789
	Iteration 88Q: 3 clusters Score -1.116344e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -11163432.000000 Penalty: 5466.133789
	Iteration 89Q: 3 clusters Score -1.116343e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 41412 members 
Entering Unmasked Estep 
Score: -11163428.000000 Penalty: 5466.133789
	Iteration 90Q: 3 clusters Score -1.116343e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 41402 members 
Entering Unmasked Estep 
Score: -11163435.000000 Penalty: 5466.133789
	Iteration 91Q: 3 clusters Score -1.116344e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19714 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -11163431.000000 Penalty: 5466.133789
	Iteration 92Q: 3 clusters Score -1.116343e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
Score: -11163422.000000 Penalty: 5466.133789
	Iteration 93Q: 3 clusters Score -1.116342e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -11163447.000000 Penalty: 5466.133789
	Iteration 94Q: 3 clusters Score -1.116345e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 41363 members 
Entering Unmasked Estep 
Score: -11163466.000000 Penalty: 5466.133789
	Iteration 95Q: 3 clusters Score -1.116347e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -11163462.000000 Penalty: 5466.133789
	Iteration 96Q: 3 clusters Score -1.116346e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -11163466.000000 Penalty: 5466.133789
	Iteration 97Q: 3 clusters Score -1.116347e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 41336 members 
Entering Unmasked Estep 
Score: -11163470.000000 Penalty: 5466.133789
	Iteration 98Q: 3 clusters Score -1.116347e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 41330 members 
Entering Unmasked Estep 
Score: -11163475.000000 Penalty: 5466.133789
	Iteration 99Q: 3 clusters Score -1.116348e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -11163473.000000 Penalty: 5466.133789
	Iteration 100F: 3 clusters Score -1.116347e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -11163477.000000 Penalty: 5466.133789
	Iteration 101Q: 3 clusters Score -1.116348e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -11163471.000000 Penalty: 5466.133789
	Iteration 102Q: 3 clusters Score -1.116347e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 41294 members 
Entering Unmasked Estep 
Score: -11163476.000000 Penalty: 5466.133789
	Iteration 103Q: 3 clusters Score -1.116348e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 41281 members 
Entering Unmasked Estep 
Score: -11163479.000000 Penalty: 5466.133789
	Iteration 104Q: 3 clusters Score -1.116348e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 41267 members 
Entering Unmasked Estep 
Score: -11163480.000000 Penalty: 5466.133789
	Iteration 105Q: 3 clusters Score -1.116348e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 41256 members 
Entering Unmasked Estep 
Score: -11163488.000000 Penalty: 5466.133789
	Iteration 106Q: 3 clusters Score -1.116349e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 41249 members 
Entering Unmasked Estep 
Score: -11163483.000000 Penalty: 5466.133789
	Iteration 107Q: 3 clusters Score -1.116348e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -11163491.000000 Penalty: 5466.133789
	Iteration 108Q: 3 clusters Score -1.116349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 41243 members 
Entering Unmasked Estep 
Score: -11163496.000000 Penalty: 5466.133789
	Iteration 109Q: 3 clusters Score -1.11635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -11163485.000000 Penalty: 5466.133789
	Iteration 110Q: 3 clusters Score -1.116348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 41243 members 
Entering Unmasked Estep 
Score: -11163488.000000 Penalty: 5466.133789
	Iteration 111Q: 3 clusters Score -1.116349e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -11163484.000000 Penalty: 5466.133789
	Iteration 112Q: 3 clusters Score -1.116348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -11163475.000000 Penalty: 5466.133789
	Iteration 113Q: 3 clusters Score -1.116348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -11163477.000000 Penalty: 5466.133789
	Iteration 114Q: 3 clusters Score -1.116348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 41243 members 
Entering Unmasked Estep 
Score: -11163476.000000 Penalty: 5466.133789
	Iteration 115Q: 3 clusters Score -1.116348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 41243 members 
Entering Unmasked Estep 
Score: -11163466.000000 Penalty: 5466.133789
	Iteration 116Q: 3 clusters Score -1.116347e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -11163474.000000 Penalty: 5466.133789
	Iteration 117Q: 3 clusters Score -1.116347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -11163474.000000 Penalty: 5466.133789
	Iteration 118Q: 3 clusters Score -1.116347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -11163474.000000 Penalty: 5466.133789
	Iteration 119Q: 3 clusters Score -1.116347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 41243 members 
Entering Unmasked Estep 
Score: -11163467.000000 Penalty: 5466.133789
	Iteration 120F: 3 clusters Score -1.116347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -11163469.000000 Penalty: 5466.133789
	Iteration 121Q: 3 clusters Score -1.116347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -11163471.000000 Penalty: 5466.133789
	Iteration 122Q: 3 clusters Score -1.116347e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 41243 members 
Entering Unmasked Estep 
Score: -11163468.000000 Penalty: 5466.133789
	Iteration 123Q: 3 clusters Score -1.116347e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -11163470.000000 Penalty: 5466.133789
	Iteration 124Q: 3 clusters Score -1.116347e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -11163470.000000 Penalty: 5466.133789
	Iteration 125F: 3 clusters Score -1.116347e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 19866 members 
Mstep: Class 3 contains 48538 members 
Mstep: Class 4 contains 57931 members 
Mstep: Class 6 contains 23948 members 
Mstep: Class 8 contains 2944 members 
Mstep: Class 9 contains 58421 members 
Mstep: Class 10 contains 48977 members 
Mstep: Class 11 contains 86772 members 
Mstep: Class 12 contains 1289 members 
Mstep: Class 13 contains 49901 members 
Mstep: Class 15 contains 559 members 
Mstep: Class 16 contains 58279 members 
Mstep: Class 18 contains 50212 members 
Mstep: Class 20 contains 1526 members 
Mstep: Class 21 contains 65825 members 
Mstep: Class 22 contains 1553 members 
Entering Unmasked Estep 
Score: -111091528.000000 Penalty: 56216.398438
Splitting cluster 2 changes total score from -111095272.000000 to -111091528.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (48538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48538 members 
Entering Unmasked Estep 
Score: -8910273.000000 Penalty: 2675.945312
	Iteration 0F: 2 clusters Score -8910273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -8881334.000000 Penalty: 5351.890625
	Iteration 0F: 3 clusters Score -8881334 nChanged 22461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -8893678.000000 Penalty: 5351.890625
	Iteration 1F: 3 clusters Score -8893678 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -8894186.000000 Penalty: 5351.890625
	Iteration 2Q: 3 clusters Score -8894186 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -8894793.000000 Penalty: 5351.890625
	Iteration 3Q: 3 clusters Score -8894793 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27265 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -8895530.000000 Penalty: 5351.890625
	Iteration 4Q: 3 clusters Score -8895530 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -8896536.000000 Penalty: 5351.890625
	Iteration 5Q: 3 clusters Score -8896536 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30602 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -8898018.000000 Penalty: 5351.890625
	Iteration 6F: 3 clusters Score -8898018 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -8900132.000000 Penalty: 5351.890625
	Iteration 7F: 3 clusters Score -8900132 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -8903071.000000 Penalty: 5351.890625
	Iteration 8F: 3 clusters Score -8903071 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38587 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -8905992.000000 Penalty: 5351.890625
	Iteration 9F: 3 clusters Score -8905992 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -8908079.000000 Penalty: 5351.890625
	Iteration 10F: 3 clusters Score -8908079 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -8909207.000000 Penalty: 5351.890625
	Iteration 11Q: 3 clusters Score -8909207 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -8909731.000000 Penalty: 5351.890625
	Iteration 12Q: 3 clusters Score -8909731 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -8909937.000000 Penalty: 5351.890625
	Iteration 13Q: 3 clusters Score -8909937 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -8909973.000000 Penalty: 5351.890625
	Iteration 14Q: 3 clusters Score -8909973 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -8909927.000000 Penalty: 5351.890625
	Iteration 15Q: 3 clusters Score -8909927 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -8909865.000000 Penalty: 5351.890625
	Iteration 16Q: 3 clusters Score -8909865 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -8909813.000000 Penalty: 5351.890625
	Iteration 17Q: 3 clusters Score -8909813 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45844 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -8909731.000000 Penalty: 5351.890625
	Iteration 18Q: 3 clusters Score -8909731 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -8909621.000000 Penalty: 5351.890625
	Iteration 19Q: 3 clusters Score -8909621 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46177 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -8909537.000000 Penalty: 5351.890625
	Iteration 20F: 3 clusters Score -8909537 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46308 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -8909513.000000 Penalty: 5351.890625
	Iteration 21Q: 3 clusters Score -8909513 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46418 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -8909458.000000 Penalty: 5351.890625
	Iteration 22Q: 3 clusters Score -8909458 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46508 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -8909418.000000 Penalty: 5351.890625
	Iteration 23Q: 3 clusters Score -8909418 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46591 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -8909344.000000 Penalty: 5351.890625
	Iteration 24Q: 3 clusters Score -8909344 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -8909334.000000 Penalty: 5351.890625
	Iteration 25Q: 3 clusters Score -8909334 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46716 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -8909313.000000 Penalty: 5351.890625
	Iteration 26Q: 3 clusters Score -8909313 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46773 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -8909267.000000 Penalty: 5351.890625
	Iteration 27Q: 3 clusters Score -8909267 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46828 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -8909243.000000 Penalty: 5351.890625
	Iteration 28Q: 3 clusters Score -8909243 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -8909213.000000 Penalty: 5351.890625
	Iteration 29Q: 3 clusters Score -8909213 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -8909205.000000 Penalty: 5351.890625
	Iteration 30Q: 3 clusters Score -8909205 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -8909195.000000 Penalty: 5351.890625
	Iteration 31Q: 3 clusters Score -8909195 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46946 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -8909169.000000 Penalty: 5351.890625
	Iteration 32Q: 3 clusters Score -8909169 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -8909165.000000 Penalty: 5351.890625
	Iteration 33Q: 3 clusters Score -8909165 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46999 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -8909146.000000 Penalty: 5351.890625
	Iteration 34Q: 3 clusters Score -8909146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47013 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -8909127.000000 Penalty: 5351.890625
	Iteration 35Q: 3 clusters Score -8909127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47023 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -8909117.000000 Penalty: 5351.890625
	Iteration 36Q: 3 clusters Score -8909117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47032 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -8909098.000000 Penalty: 5351.890625
	Iteration 37Q: 3 clusters Score -8909098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47046 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -8909104.000000 Penalty: 5351.890625
	Iteration 38Q: 3 clusters Score -8909104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47059 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -8909102.000000 Penalty: 5351.890625
	Iteration 39Q: 3 clusters Score -8909102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47076 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -8909079.000000 Penalty: 5351.890625
	Iteration 40F: 3 clusters Score -8909079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47087 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -8909075.000000 Penalty: 5351.890625
	Iteration 41Q: 3 clusters Score -8909075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47094 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -8909078.000000 Penalty: 5351.890625
	Iteration 42Q: 3 clusters Score -8909078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47100 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -8909071.000000 Penalty: 5351.890625
	Iteration 43Q: 3 clusters Score -8909071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47103 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -8909073.000000 Penalty: 5351.890625
	Iteration 44Q: 3 clusters Score -8909073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47106 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -8909072.000000 Penalty: 5351.890625
	Iteration 45Q: 3 clusters Score -8909072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47109 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -8909063.000000 Penalty: 5351.890625
	Iteration 46Q: 3 clusters Score -8909063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47111 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -8909063.000000 Penalty: 5351.890625
	Iteration 47Q: 3 clusters Score -8909063 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47114 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -8909060.000000 Penalty: 5351.890625
	Iteration 48Q: 3 clusters Score -8909060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47117 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -8909070.000000 Penalty: 5351.890625
	Iteration 49Q: 3 clusters Score -8909070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47120 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -8909061.000000 Penalty: 5351.890625
	Iteration 50Q: 3 clusters Score -8909061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47123 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -8909070.000000 Penalty: 5351.890625
	Iteration 51Q: 3 clusters Score -8909070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47127 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -8909069.000000 Penalty: 5351.890625
	Iteration 52Q: 3 clusters Score -8909069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47132 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -8909059.000000 Penalty: 5351.890625
	Iteration 53Q: 3 clusters Score -8909059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47135 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -8909068.000000 Penalty: 5351.890625
	Iteration 54Q: 3 clusters Score -8909068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47138 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -8909055.000000 Penalty: 5351.890625
	Iteration 55Q: 3 clusters Score -8909055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47140 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -8909057.000000 Penalty: 5351.890625
	Iteration 56Q: 3 clusters Score -8909057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47142 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -8909059.000000 Penalty: 5351.890625
	Iteration 57Q: 3 clusters Score -8909059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47146 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -8909054.000000 Penalty: 5351.890625
	Iteration 58Q: 3 clusters Score -8909054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47149 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -8909044.000000 Penalty: 5351.890625
	Iteration 59Q: 3 clusters Score -8909044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47153 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -8909051.000000 Penalty: 5351.890625
	Iteration 60F: 3 clusters Score -8909051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -8909051.000000 Penalty: 5351.890625
	Iteration 61Q: 3 clusters Score -8909051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47161 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -8909048.000000 Penalty: 5351.890625
	Iteration 62Q: 3 clusters Score -8909048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47163 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -8909047.000000 Penalty: 5351.890625
	Iteration 63Q: 3 clusters Score -8909047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47166 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -8909050.000000 Penalty: 5351.890625
	Iteration 64Q: 3 clusters Score -8909050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47167 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -8909055.000000 Penalty: 5351.890625
	Iteration 65Q: 3 clusters Score -8909055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47169 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -8909046.000000 Penalty: 5351.890625
	Iteration 66Q: 3 clusters Score -8909046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47171 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -8909048.000000 Penalty: 5351.890625
	Iteration 67Q: 3 clusters Score -8909048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47172 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -8909050.000000 Penalty: 5351.890625
	Iteration 68Q: 3 clusters Score -8909050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47172 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -8909050.000000 Penalty: 5351.890625
	Iteration 69F: 3 clusters Score -8909050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (57931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57931 members 
Entering Unmasked Estep 
Score: -10628287.000000 Penalty: 2719.817871
	Iteration 0F: 2 clusters Score -1.062829e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -10603071.000000 Penalty: 5439.635742
	Iteration 0F: 3 clusters Score -1.060307e+07 nChanged 26996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -10618256.000000 Penalty: 5439.635742
	Iteration 1F: 3 clusters Score -1.061826e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 28446 members 
Entering Unmasked Estep 
Score: -10618923.000000 Penalty: 5439.635742
	Iteration 2Q: 3 clusters Score -1.061892e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29994 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -10619652.000000 Penalty: 5439.635742
	Iteration 3Q: 3 clusters Score -1.061965e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 27118 members 
Entering Unmasked Estep 
Score: -10620589.000000 Penalty: 5439.635742
	Iteration 4Q: 3 clusters Score -1.062059e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -10621835.000000 Penalty: 5439.635742
	Iteration 5Q: 3 clusters Score -1.062184e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33821 members 
Mstep: Class 2 contains 24110 members 
Entering Unmasked Estep 
Score: -10623514.000000 Penalty: 5439.635742
	Iteration 6F: 3 clusters Score -1.062351e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -10625775.000000 Penalty: 5439.635742
	Iteration 7F: 3 clusters Score -1.062578e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -10628648.000000 Penalty: 5439.635742
	Iteration 8F: 3 clusters Score -1.062865e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -10631667.000000 Penalty: 5439.635742
	Iteration 9F: 3 clusters Score -1.063167e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42749 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -10633722.000000 Penalty: 5439.635742
	Iteration 10F: 3 clusters Score -1.063372e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43312 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -10634446.000000 Penalty: 5439.635742
	Iteration 11Q: 3 clusters Score -1.063445e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -10634711.000000 Penalty: 5439.635742
	Iteration 12Q: 3 clusters Score -1.063471e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43492 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -10634800.000000 Penalty: 5439.635742
	Iteration 13Q: 3 clusters Score -1.06348e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -10634873.000000 Penalty: 5439.635742
	Iteration 14Q: 3 clusters Score -1.063487e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -10634957.000000 Penalty: 5439.635742
	Iteration 15Q: 3 clusters Score -1.063496e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43380 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -10635018.000000 Penalty: 5439.635742
	Iteration 16Q: 3 clusters Score -1.063502e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43325 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -10635045.000000 Penalty: 5439.635742
	Iteration 17Q: 3 clusters Score -1.063504e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43262 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -10635050.000000 Penalty: 5439.635742
	Iteration 18Q: 3 clusters Score -1.063505e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -10635086.000000 Penalty: 5439.635742
	Iteration 19Q: 3 clusters Score -1.063509e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -10635051.000000 Penalty: 5439.635742
	Iteration 20F: 3 clusters Score -1.063505e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -10635034.000000 Penalty: 5439.635742
	Iteration 21Q: 3 clusters Score -1.063503e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43168 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -10635019.000000 Penalty: 5439.635742
	Iteration 22Q: 3 clusters Score -1.063502e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43149 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -10635065.000000 Penalty: 5439.635742
	Iteration 23Q: 3 clusters Score -1.063506e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43141 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -10635059.000000 Penalty: 5439.635742
	Iteration 24Q: 3 clusters Score -1.063506e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -10635068.000000 Penalty: 5439.635742
	Iteration 25Q: 3 clusters Score -1.063507e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -10635089.000000 Penalty: 5439.635742
	Iteration 26Q: 3 clusters Score -1.063509e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -10635086.000000 Penalty: 5439.635742
	Iteration 27Q: 3 clusters Score -1.063509e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43102 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -10635089.000000 Penalty: 5439.635742
	Iteration 28Q: 3 clusters Score -1.063509e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -10635108.000000 Penalty: 5439.635742
	Iteration 29Q: 3 clusters Score -1.063511e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -10635119.000000 Penalty: 5439.635742
	Iteration 30Q: 3 clusters Score -1.063512e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43102 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -10635099.000000 Penalty: 5439.635742
	Iteration 31Q: 3 clusters Score -1.06351e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -10635126.000000 Penalty: 5439.635742
	Iteration 32Q: 3 clusters Score -1.063513e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -10635136.000000 Penalty: 5439.635742
	Iteration 33Q: 3 clusters Score -1.063514e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -10635120.000000 Penalty: 5439.635742
	Iteration 34Q: 3 clusters Score -1.063512e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43087 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -10635112.000000 Penalty: 5439.635742
	Iteration 35Q: 3 clusters Score -1.063511e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43089 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -10635141.000000 Penalty: 5439.635742
	Iteration 36Q: 3 clusters Score -1.063514e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -10635148.000000 Penalty: 5439.635742
	Iteration 37Q: 3 clusters Score -1.063515e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -10635154.000000 Penalty: 5439.635742
	Iteration 38Q: 3 clusters Score -1.063515e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -10635132.000000 Penalty: 5439.635742
	Iteration 39Q: 3 clusters Score -1.063513e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43061 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -10635140.000000 Penalty: 5439.635742
	Iteration 40F: 3 clusters Score -1.063514e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43049 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -10635161.000000 Penalty: 5439.635742
	Iteration 41Q: 3 clusters Score -1.063516e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -10635155.000000 Penalty: 5439.635742
	Iteration 42Q: 3 clusters Score -1.063516e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43047 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -10635149.000000 Penalty: 5439.635742
	Iteration 43Q: 3 clusters Score -1.063515e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -10635145.000000 Penalty: 5439.635742
	Iteration 44Q: 3 clusters Score -1.063514e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43026 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -10635147.000000 Penalty: 5439.635742
	Iteration 45Q: 3 clusters Score -1.063515e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43002 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -10635143.000000 Penalty: 5439.635742
	Iteration 46Q: 3 clusters Score -1.063514e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -10635149.000000 Penalty: 5439.635742
	Iteration 47Q: 3 clusters Score -1.063515e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42990 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -10635148.000000 Penalty: 5439.635742
	Iteration 48Q: 3 clusters Score -1.063515e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -10635149.000000 Penalty: 5439.635742
	Iteration 49Q: 3 clusters Score -1.063515e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -10635161.000000 Penalty: 5439.635742
	Iteration 50Q: 3 clusters Score -1.063516e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -10635159.000000 Penalty: 5439.635742
	Iteration 51Q: 3 clusters Score -1.063516e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42945 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -10635157.000000 Penalty: 5439.635742
	Iteration 52Q: 3 clusters Score -1.063516e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -10635165.000000 Penalty: 5439.635742
	Iteration 53Q: 3 clusters Score -1.063516e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -10635161.000000 Penalty: 5439.635742
	Iteration 54Q: 3 clusters Score -1.063516e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -10635171.000000 Penalty: 5439.635742
	Iteration 55Q: 3 clusters Score -1.063517e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42909 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -10635177.000000 Penalty: 5439.635742
	Iteration 56Q: 3 clusters Score -1.063518e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -10635172.000000 Penalty: 5439.635742
	Iteration 57Q: 3 clusters Score -1.063517e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -10635178.000000 Penalty: 5439.635742
	Iteration 58Q: 3 clusters Score -1.063518e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -10635180.000000 Penalty: 5439.635742
	Iteration 59Q: 3 clusters Score -1.063518e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -10635183.000000 Penalty: 5439.635742
	Iteration 60F: 3 clusters Score -1.063518e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -10635180.000000 Penalty: 5439.635742
	Iteration 61Q: 3 clusters Score -1.063518e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 15083 members 
Entering Unmasked Estep 
Score: -10635195.000000 Penalty: 5439.635742
	Iteration 62Q: 3 clusters Score -1.06352e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -10635199.000000 Penalty: 5439.635742
	Iteration 63Q: 3 clusters Score -1.06352e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42849 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -10635199.000000 Penalty: 5439.635742
	Iteration 64Q: 3 clusters Score -1.06352e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -10635200.000000 Penalty: 5439.635742
	Iteration 65Q: 3 clusters Score -1.06352e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42861 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -10635199.000000 Penalty: 5439.635742
	Iteration 66Q: 3 clusters Score -1.06352e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42867 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -10635193.000000 Penalty: 5439.635742
	Iteration 67Q: 3 clusters Score -1.063519e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -10635189.000000 Penalty: 5439.635742
	Iteration 68Q: 3 clusters Score -1.063519e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -10635189.000000 Penalty: 5439.635742
	Iteration 69Q: 3 clusters Score -1.063519e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -10635183.000000 Penalty: 5439.635742
	Iteration 70Q: 3 clusters Score -1.063518e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -10635177.000000 Penalty: 5439.635742
	Iteration 71Q: 3 clusters Score -1.063518e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -10635175.000000 Penalty: 5439.635742
	Iteration 72Q: 3 clusters Score -1.063518e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -10635181.000000 Penalty: 5439.635742
	Iteration 73Q: 3 clusters Score -1.063518e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -10635191.000000 Penalty: 5439.635742
	Iteration 74Q: 3 clusters Score -1.063519e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -10635177.000000 Penalty: 5439.635742
	Iteration 75Q: 3 clusters Score -1.063518e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -10635177.000000 Penalty: 5439.635742
	Iteration 76Q: 3 clusters Score -1.063518e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -10635161.000000 Penalty: 5439.635742
	Iteration 77Q: 3 clusters Score -1.063516e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -10635185.000000 Penalty: 5439.635742
	Iteration 78Q: 3 clusters Score -1.063518e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -10635186.000000 Penalty: 5439.635742
	Iteration 79Q: 3 clusters Score -1.063519e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -10635176.000000 Penalty: 5439.635742
	Iteration 80F: 3 clusters Score -1.063518e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -10635183.000000 Penalty: 5439.635742
	Iteration 81Q: 3 clusters Score -1.063518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -10635180.000000 Penalty: 5439.635742
	Iteration 82Q: 3 clusters Score -1.063518e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -10635186.000000 Penalty: 5439.635742
	Iteration 83Q: 3 clusters Score -1.063519e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -10635184.000000 Penalty: 5439.635742
	Iteration 84Q: 3 clusters Score -1.063518e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42875 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -10635196.000000 Penalty: 5439.635742
	Iteration 85Q: 3 clusters Score -1.06352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42875 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -10635191.000000 Penalty: 5439.635742
	Iteration 86Q: 3 clusters Score -1.063519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -10635195.000000 Penalty: 5439.635742
	Iteration 87Q: 3 clusters Score -1.06352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -10635192.000000 Penalty: 5439.635742
	Iteration 88Q: 3 clusters Score -1.063519e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -10635192.000000 Penalty: 5439.635742
	Iteration 89F: 3 clusters Score -1.063519e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 61110 members 
Mstep: Class 3 contains 48538 members 
Mstep: Class 4 contains 42871 members 
Mstep: Class 6 contains 23948 members 
Mstep: Class 8 contains 2944 members 
Mstep: Class 9 contains 58421 members 
Mstep: Class 10 contains 48977 members 
Mstep: Class 11 contains 86772 members 
Mstep: Class 12 contains 1289 members 
Mstep: Class 13 contains 49901 members 
Mstep: Class 15 contains 559 members 
Mstep: Class 16 contains 58279 members 
Mstep: Class 18 contains 50212 members 
Mstep: Class 20 contains 1526 members 
Mstep: Class 21 contains 65825 members 
Mstep: Class 22 contains 1553 members 
Entering Unmasked Estep 
Score: -111093864.000000 Penalty: 56216.398438
Splitting cluster 4 changes total score from -111095272.000000 to -111093864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (23948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Entering Unmasked Estep 
Score: -4242100.000000 Penalty: 2500.742676
	Iteration 0F: 2 clusters Score -4242100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -4225542.500000 Penalty: 5001.485352
	Iteration 0F: 3 clusters Score -4225542 nChanged 10654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -4231329.000000 Penalty: 5001.485352
	Iteration 1F: 3 clusters Score -4231329 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -4232104.500000 Penalty: 5001.485352
	Iteration 2F: 3 clusters Score -4232104 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -4232903.500000 Penalty: 5001.485352
	Iteration 3F: 3 clusters Score -4232904 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -4233655.000000 Penalty: 5001.485352
	Iteration 4F: 3 clusters Score -4233655 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -4234397.500000 Penalty: 5001.485352
	Iteration 5F: 3 clusters Score -4234398 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -4235294.500000 Penalty: 5001.485352
	Iteration 6F: 3 clusters Score -4235294 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -4236451.000000 Penalty: 5001.485352
	Iteration 7F: 3 clusters Score -4236451 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -4237940.000000 Penalty: 5001.485352
	Iteration 8F: 3 clusters Score -4237940 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -4239380.500000 Penalty: 5001.485352
	Iteration 9F: 3 clusters Score -4239380 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -4240606.000000 Penalty: 5001.485352
	Iteration 10F: 3 clusters Score -4240606 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -4241325.500000 Penalty: 5001.485352
	Iteration 11Q: 3 clusters Score -4241326 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -4241663.000000 Penalty: 5001.485352
	Iteration 12Q: 3 clusters Score -4241663 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -4241800.500000 Penalty: 5001.485352
	Iteration 13Q: 3 clusters Score -4241800 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -4241850.500000 Penalty: 5001.485352
	Iteration 14Q: 3 clusters Score -4241850 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4241880.000000 Penalty: 5001.485352
	Iteration 15Q: 3 clusters Score -4241880 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -4241891.000000 Penalty: 5001.485352
	Iteration 16Q: 3 clusters Score -4241891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4241903.000000 Penalty: 5001.485352
	Iteration 17Q: 3 clusters Score -4241903 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -4241901.500000 Penalty: 5001.485352
	Iteration 18Q: 3 clusters Score -4241902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4241908.000000 Penalty: 5001.485352
	Iteration 19Q: 3 clusters Score -4241908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -4241908.500000 Penalty: 5001.485352
	Iteration 20F: 3 clusters Score -4241908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -4241913.000000 Penalty: 5001.485352
	Iteration 21Q: 3 clusters Score -4241913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -4241910.500000 Penalty: 5001.485352
	Iteration 22Q: 3 clusters Score -4241910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4241910.000000 Penalty: 5001.485352
	Iteration 23Q: 3 clusters Score -4241910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4241910.000000 Penalty: 5001.485352
	Iteration 24F: 3 clusters Score -4241910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Entering Unmasked Estep 
Score: -461916.718750 Penalty: 1980.906128
	Iteration 0F: 2 clusters Score -461916.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -458970.156250 Penalty: 3961.812256
	Iteration 0F: 3 clusters Score -458970.2 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -460463.937500 Penalty: 3961.812256
	Iteration 1F: 3 clusters Score -460463.9 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -462176.843750 Penalty: 3961.812256
	Iteration 2F: 3 clusters Score -462176.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -464468.406250 Penalty: 3961.812256
	Iteration 3F: 3 clusters Score -464468.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -466097.031250 Penalty: 3961.812256
	Iteration 4F: 3 clusters Score -466097 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -466951.406250 Penalty: 3961.812256
	Iteration 5F: 3 clusters Score -466951.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -467463.906250 Penalty: 3961.812256
	Iteration 6Q: 3 clusters Score -467463.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -467598.281250 Penalty: 3961.812256
	Iteration 7Q: 3 clusters Score -467598.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -467660.812500 Penalty: 3961.812256
	Iteration 8Q: 3 clusters Score -467660.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -467696.750000 Penalty: 3961.812256
	Iteration 9Q: 3 clusters Score -467696.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -467715.656250 Penalty: 3961.812256
	Iteration 10Q: 3 clusters Score -467715.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -467724.156250 Penalty: 3961.812256
	Iteration 11Q: 3 clusters Score -467724.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -467730.250000 Penalty: 3961.812256
	Iteration 12Q: 3 clusters Score -467730.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -467732.187500 Penalty: 3961.812256
	Iteration 13Q: 3 clusters Score -467732.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -467736.593750 Penalty: 3961.812256
	Iteration 14Q: 3 clusters Score -467736.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -467740.218750 Penalty: 3961.812256
	Iteration 15Q: 3 clusters Score -467740.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -467742.437500 Penalty: 3961.812256
	Iteration 16Q: 3 clusters Score -467742.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -467744.562500 Penalty: 3961.812256
	Iteration 17Q: 3 clusters Score -467744.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -467744.500000 Penalty: 3961.812256
	Iteration 18Q: 3 clusters Score -467744.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -467745.375000 Penalty: 3961.812256
	Iteration 19Q: 3 clusters Score -467745.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -467745.375000 Penalty: 3961.812256
	Iteration 20F: 3 clusters Score -467745.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -467745.937500 Penalty: 3961.812256
	Iteration 21Q: 3 clusters Score -467745.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -467745.937500 Penalty: 3961.812256
	Iteration 22F: 3 clusters Score -467745.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 61110 members 
Mstep: Class 3 contains 48538 members 
Mstep: Class 4 contains 57931 members 
Mstep: Class 6 contains 23948 members 
Mstep: Class 8 contains 1884 members 
Mstep: Class 9 contains 58421 members 
Mstep: Class 10 contains 48977 members 
Mstep: Class 11 contains 86772 members 
Mstep: Class 12 contains 1289 members 
Mstep: Class 13 contains 49901 members 
Mstep: Class 15 contains 559 members 
Mstep: Class 16 contains 58279 members 
Mstep: Class 18 contains 50212 members 
Mstep: Class 20 contains 1526 members 
Mstep: Class 21 contains 65825 members 
Mstep: Class 22 contains 1553 members 
Entering Unmasked Estep 
Score: -111092496.000000 Penalty: 56216.398438
Splitting cluster 8 changes total score from -111095272.000000 to -111092496.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (58421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58421 members 
Entering Unmasked Estep 
Score: -10865233.000000 Penalty: 2721.906738
	Iteration 0F: 2 clusters Score -1.086523e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -10839749.000000 Penalty: 5443.813477
	Iteration 0F: 3 clusters Score -1.083975e+07 nChanged 27145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -10854676.000000 Penalty: 5443.813477
	Iteration 1F: 3 clusters Score -1.085468e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -10855338.000000 Penalty: 5443.813477
	Iteration 2Q: 3 clusters Score -1.085534e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 32524 members 
Entering Unmasked Estep 
Score: -10856160.000000 Penalty: 5443.813477
	Iteration 3Q: 3 clusters Score -1.085616e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -10857210.000000 Penalty: 5443.813477
	Iteration 4Q: 3 clusters Score -1.085721e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -10858678.000000 Penalty: 5443.813477
	Iteration 5F: 3 clusters Score -1.085868e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 38729 members 
Entering Unmasked Estep 
Score: -10860665.000000 Penalty: 5443.813477
	Iteration 6F: 3 clusters Score -1.086066e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -10862859.000000 Penalty: 5443.813477
	Iteration 7F: 3 clusters Score -1.086286e+07 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 44480 members 
Entering Unmasked Estep 
Score: -10864449.000000 Penalty: 5443.813477
	Iteration 8F: 3 clusters Score -1.086445e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 46494 members 
Entering Unmasked Estep 
Score: -10865553.000000 Penalty: 5443.813477
	Iteration 9F: 3 clusters Score -1.086555e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 47633 members 
Entering Unmasked Estep 
Score: -10866120.000000 Penalty: 5443.813477
	Iteration 10Q: 3 clusters Score -1.086612e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 48127 members 
Entering Unmasked Estep 
Score: -10866402.000000 Penalty: 5443.813477
	Iteration 11Q: 3 clusters Score -1.08664e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 48287 members 
Entering Unmasked Estep 
Score: -10866636.000000 Penalty: 5443.813477
	Iteration 12Q: 3 clusters Score -1.086664e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 48200 members 
Entering Unmasked Estep 
Score: -10866807.000000 Penalty: 5443.813477
	Iteration 13Q: 3 clusters Score -1.086681e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 47959 members 
Entering Unmasked Estep 
Score: -10867054.000000 Penalty: 5443.813477
	Iteration 14Q: 3 clusters Score -1.086705e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 47586 members 
Entering Unmasked Estep 
Score: -10867345.000000 Penalty: 5443.813477
	Iteration 15Q: 3 clusters Score -1.086734e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 47191 members 
Entering Unmasked Estep 
Score: -10867566.000000 Penalty: 5443.813477
	Iteration 16Q: 3 clusters Score -1.086757e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 46785 members 
Entering Unmasked Estep 
Score: -10867699.000000 Penalty: 5443.813477
	Iteration 17Q: 3 clusters Score -1.08677e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 46370 members 
Entering Unmasked Estep 
Score: -10867875.000000 Penalty: 5443.813477
	Iteration 18Q: 3 clusters Score -1.086788e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -10868049.000000 Penalty: 5443.813477
	Iteration 19Q: 3 clusters Score -1.086805e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 45575 members 
Entering Unmasked Estep 
Score: -10868206.000000 Penalty: 5443.813477
	Iteration 20F: 3 clusters Score -1.086821e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 45122 members 
Entering Unmasked Estep 
Score: -10868395.000000 Penalty: 5443.813477
	Iteration 21Q: 3 clusters Score -1.08684e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 44685 members 
Entering Unmasked Estep 
Score: -10868567.000000 Penalty: 5443.813477
	Iteration 22Q: 3 clusters Score -1.086857e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 44258 members 
Entering Unmasked Estep 
Score: -10868669.000000 Penalty: 5443.813477
	Iteration 23Q: 3 clusters Score -1.086867e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 43860 members 
Entering Unmasked Estep 
Score: -10868820.000000 Penalty: 5443.813477
	Iteration 24Q: 3 clusters Score -1.086882e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -10868983.000000 Penalty: 5443.813477
	Iteration 25Q: 3 clusters Score -1.086898e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 43171 members 
Entering Unmasked Estep 
Score: -10869108.000000 Penalty: 5443.813477
	Iteration 26Q: 3 clusters Score -1.086911e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 42879 members 
Entering Unmasked Estep 
Score: -10869168.000000 Penalty: 5443.813477
	Iteration 27Q: 3 clusters Score -1.086917e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 42586 members 
Entering Unmasked Estep 
Score: -10869268.000000 Penalty: 5443.813477
	Iteration 28Q: 3 clusters Score -1.086927e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 42328 members 
Entering Unmasked Estep 
Score: -10869295.000000 Penalty: 5443.813477
	Iteration 29Q: 3 clusters Score -1.08693e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -10869292.000000 Penalty: 5443.813477
	Iteration 30Q: 3 clusters Score -1.086929e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16570 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -10869324.000000 Penalty: 5443.813477
	Iteration 31Q: 3 clusters Score -1.086932e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -10869349.000000 Penalty: 5443.813477
	Iteration 32Q: 3 clusters Score -1.086935e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 41424 members 
Entering Unmasked Estep 
Score: -10869405.000000 Penalty: 5443.813477
	Iteration 33Q: 3 clusters Score -1.08694e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -10869416.000000 Penalty: 5443.813477
	Iteration 34Q: 3 clusters Score -1.086942e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 40968 members 
Entering Unmasked Estep 
Score: -10869460.000000 Penalty: 5443.813477
	Iteration 35Q: 3 clusters Score -1.086946e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -10869485.000000 Penalty: 5443.813477
	Iteration 36Q: 3 clusters Score -1.086948e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -10869458.000000 Penalty: 5443.813477
	Iteration 37Q: 3 clusters Score -1.086946e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -10869473.000000 Penalty: 5443.813477
	Iteration 38Q: 3 clusters Score -1.086947e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -10869491.000000 Penalty: 5443.813477
	Iteration 39Q: 3 clusters Score -1.086949e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -10869500.000000 Penalty: 5443.813477
	Iteration 40F: 3 clusters Score -1.08695e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -10869497.000000 Penalty: 5443.813477
	Iteration 41Q: 3 clusters Score -1.08695e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 39770 members 
Entering Unmasked Estep 
Score: -10869485.000000 Penalty: 5443.813477
	Iteration 42Q: 3 clusters Score -1.086948e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 39615 members 
Entering Unmasked Estep 
Score: -10869504.000000 Penalty: 5443.813477
	Iteration 43Q: 3 clusters Score -1.08695e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -10869525.000000 Penalty: 5443.813477
	Iteration 44Q: 3 clusters Score -1.086952e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 39313 members 
Entering Unmasked Estep 
Score: -10869514.000000 Penalty: 5443.813477
	Iteration 45Q: 3 clusters Score -1.086951e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -10869539.000000 Penalty: 5443.813477
	Iteration 46Q: 3 clusters Score -1.086954e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 39117 members 
Entering Unmasked Estep 
Score: -10869518.000000 Penalty: 5443.813477
	Iteration 47Q: 3 clusters Score -1.086952e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -10869554.000000 Penalty: 5443.813477
	Iteration 48Q: 3 clusters Score -1.086955e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -10869577.000000 Penalty: 5443.813477
	Iteration 49Q: 3 clusters Score -1.086958e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 38862 members 
Entering Unmasked Estep 
Score: -10869597.000000 Penalty: 5443.813477
	Iteration 50Q: 3 clusters Score -1.08696e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -10869610.000000 Penalty: 5443.813477
	Iteration 51Q: 3 clusters Score -1.086961e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -10869613.000000 Penalty: 5443.813477
	Iteration 52Q: 3 clusters Score -1.086961e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -10869624.000000 Penalty: 5443.813477
	Iteration 53Q: 3 clusters Score -1.086962e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -10869642.000000 Penalty: 5443.813477
	Iteration 54Q: 3 clusters Score -1.086964e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 38568 members 
Entering Unmasked Estep 
Score: -10869652.000000 Penalty: 5443.813477
	Iteration 55Q: 3 clusters Score -1.086965e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -10869635.000000 Penalty: 5443.813477
	Iteration 56Q: 3 clusters Score -1.086964e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -10869645.000000 Penalty: 5443.813477
	Iteration 57Q: 3 clusters Score -1.086964e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 38440 members 
Entering Unmasked Estep 
Score: -10869634.000000 Penalty: 5443.813477
	Iteration 58Q: 3 clusters Score -1.086963e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -10869639.000000 Penalty: 5443.813477
	Iteration 59Q: 3 clusters Score -1.086964e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -10869661.000000 Penalty: 5443.813477
	Iteration 60F: 3 clusters Score -1.086966e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -10869666.000000 Penalty: 5443.813477
	Iteration 61Q: 3 clusters Score -1.086967e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 38258 members 
Entering Unmasked Estep 
Score: -10869690.000000 Penalty: 5443.813477
	Iteration 62Q: 3 clusters Score -1.086969e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -10869691.000000 Penalty: 5443.813477
	Iteration 63Q: 3 clusters Score -1.086969e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 38165 members 
Entering Unmasked Estep 
Score: -10869677.000000 Penalty: 5443.813477
	Iteration 64Q: 3 clusters Score -1.086968e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 38151 members 
Entering Unmasked Estep 
Score: -10869672.000000 Penalty: 5443.813477
	Iteration 65Q: 3 clusters Score -1.086967e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -10869661.000000 Penalty: 5443.813477
	Iteration 66Q: 3 clusters Score -1.086966e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -10869673.000000 Penalty: 5443.813477
	Iteration 67Q: 3 clusters Score -1.086967e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -10869688.000000 Penalty: 5443.813477
	Iteration 68Q: 3 clusters Score -1.086969e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -10869685.000000 Penalty: 5443.813477
	Iteration 69Q: 3 clusters Score -1.086968e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 38090 members 
Entering Unmasked Estep 
Score: -10869685.000000 Penalty: 5443.813477
	Iteration 70Q: 3 clusters Score -1.086968e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 38079 members 
Entering Unmasked Estep 
Score: -10869689.000000 Penalty: 5443.813477
	Iteration 71Q: 3 clusters Score -1.086969e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -10869704.000000 Penalty: 5443.813477
	Iteration 72Q: 3 clusters Score -1.08697e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -10869708.000000 Penalty: 5443.813477
	Iteration 73Q: 3 clusters Score -1.086971e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -10869740.000000 Penalty: 5443.813477
	Iteration 74Q: 3 clusters Score -1.086974e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 38062 members 
Entering Unmasked Estep 
Score: -10869738.000000 Penalty: 5443.813477
	Iteration 75Q: 3 clusters Score -1.086974e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 38057 members 
Entering Unmasked Estep 
Score: -10869740.000000 Penalty: 5443.813477
	Iteration 76Q: 3 clusters Score -1.086974e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -10869736.000000 Penalty: 5443.813477
	Iteration 77Q: 3 clusters Score -1.086974e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -10869739.000000 Penalty: 5443.813477
	Iteration 78Q: 3 clusters Score -1.086974e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 38051 members 
Entering Unmasked Estep 
Score: -10869741.000000 Penalty: 5443.813477
	Iteration 79Q: 3 clusters Score -1.086974e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 38053 members 
Entering Unmasked Estep 
Score: -10869737.000000 Penalty: 5443.813477
	Iteration 80F: 3 clusters Score -1.086974e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -10869750.000000 Penalty: 5443.813477
	Iteration 81Q: 3 clusters Score -1.086975e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -10869761.000000 Penalty: 5443.813477
	Iteration 82Q: 3 clusters Score -1.086976e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -10869759.000000 Penalty: 5443.813477
	Iteration 83Q: 3 clusters Score -1.086976e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -10869737.000000 Penalty: 5443.813477
	Iteration 84Q: 3 clusters Score -1.086974e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 37971 members 
Entering Unmasked Estep 
Score: -10869741.000000 Penalty: 5443.813477
	Iteration 85Q: 3 clusters Score -1.086974e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -10869736.000000 Penalty: 5443.813477
	Iteration 86Q: 3 clusters Score -1.086974e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 37944 members 
Entering Unmasked Estep 
Score: -10869755.000000 Penalty: 5443.813477
	Iteration 87Q: 3 clusters Score -1.086976e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -10869744.000000 Penalty: 5443.813477
	Iteration 88Q: 3 clusters Score -1.086974e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 37925 members 
Entering Unmasked Estep 
Score: -10869736.000000 Penalty: 5443.813477
	Iteration 89Q: 3 clusters Score -1.086974e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -10869742.000000 Penalty: 5443.813477
	Iteration 90Q: 3 clusters Score -1.086974e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -10869737.000000 Penalty: 5443.813477
	Iteration 91Q: 3 clusters Score -1.086974e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -10869740.000000 Penalty: 5443.813477
	Iteration 92Q: 3 clusters Score -1.086974e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -10869734.000000 Penalty: 5443.813477
	Iteration 93Q: 3 clusters Score -1.086973e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -10869740.000000 Penalty: 5443.813477
	Iteration 94Q: 3 clusters Score -1.086974e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -10869733.000000 Penalty: 5443.813477
	Iteration 95Q: 3 clusters Score -1.086973e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -10869739.000000 Penalty: 5443.813477
	Iteration 96Q: 3 clusters Score -1.086974e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
Score: -10869737.000000 Penalty: 5443.813477
	Iteration 97Q: 3 clusters Score -1.086974e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 37886 members 
Entering Unmasked Estep 
Score: -10869731.000000 Penalty: 5443.813477
	Iteration 98Q: 3 clusters Score -1.086973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -10869732.000000 Penalty: 5443.813477
	Iteration 99Q: 3 clusters Score -1.086973e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 37877 members 
Entering Unmasked Estep 
Score: -10869738.000000 Penalty: 5443.813477
	Iteration 100F: 3 clusters Score -1.086974e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 37870 members 
Entering Unmasked Estep 
Score: -10869726.000000 Penalty: 5443.813477
	Iteration 101Q: 3 clusters Score -1.086973e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -10869718.000000 Penalty: 5443.813477
	Iteration 102Q: 3 clusters Score -1.086972e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -10869709.000000 Penalty: 5443.813477
	Iteration 103Q: 3 clusters Score -1.086971e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -10869707.000000 Penalty: 5443.813477
	Iteration 104Q: 3 clusters Score -1.086971e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
Score: -10869700.000000 Penalty: 5443.813477
	Iteration 105Q: 3 clusters Score -1.08697e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -10869716.000000 Penalty: 5443.813477
	Iteration 106Q: 3 clusters Score -1.086972e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -10869715.000000 Penalty: 5443.813477
	Iteration 107Q: 3 clusters Score -1.086972e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -10869723.000000 Penalty: 5443.813477
	Iteration 108Q: 3 clusters Score -1.086972e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Mstep: Class 2 contains 37820 members 
Entering Unmasked Estep 
Score: -10869727.000000 Penalty: 5443.813477
	Iteration 109Q: 3 clusters Score -1.086973e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -10869744.000000 Penalty: 5443.813477
	Iteration 110Q: 3 clusters Score -1.086974e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -10869722.000000 Penalty: 5443.813477
	Iteration 111Q: 3 clusters Score -1.086972e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -10869723.000000 Penalty: 5443.813477
	Iteration 112Q: 3 clusters Score -1.086972e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -10869734.000000 Penalty: 5443.813477
	Iteration 113Q: 3 clusters Score -1.086973e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -10869743.000000 Penalty: 5443.813477
	Iteration 114Q: 3 clusters Score -1.086974e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
Score: -10869748.000000 Penalty: 5443.813477
	Iteration 115Q: 3 clusters Score -1.086975e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -10869720.000000 Penalty: 5443.813477
	Iteration 116Q: 3 clusters Score -1.086972e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -10869731.000000 Penalty: 5443.813477
	Iteration 117Q: 3 clusters Score -1.086973e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -10869728.000000 Penalty: 5443.813477
	Iteration 118Q: 3 clusters Score -1.086973e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 37619 members 
Entering Unmasked Estep 
Score: -10869745.000000 Penalty: 5443.813477
	Iteration 119Q: 3 clusters Score -1.086974e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 37596 members 
Entering Unmasked Estep 
Score: -10869748.000000 Penalty: 5443.813477
	Iteration 120F: 3 clusters Score -1.086975e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -10869742.000000 Penalty: 5443.813477
	Iteration 121Q: 3 clusters Score -1.086974e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -10869748.000000 Penalty: 5443.813477
	Iteration 122Q: 3 clusters Score -1.086975e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 37573 members 
Entering Unmasked Estep 
Score: -10869756.000000 Penalty: 5443.813477
	Iteration 123Q: 3 clusters Score -1.086976e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -10869752.000000 Penalty: 5443.813477
	Iteration 124Q: 3 clusters Score -1.086975e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -10869750.000000 Penalty: 5443.813477
	Iteration 125Q: 3 clusters Score -1.086975e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -10869749.000000 Penalty: 5443.813477
	Iteration 126Q: 3 clusters Score -1.086975e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -10869754.000000 Penalty: 5443.813477
	Iteration 127Q: 3 clusters Score -1.086975e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -10869753.000000 Penalty: 5443.813477
	Iteration 128Q: 3 clusters Score -1.086975e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 37467 members 
Entering Unmasked Estep 
Score: -10869742.000000 Penalty: 5443.813477
	Iteration 129Q: 3 clusters Score -1.086974e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -10869729.000000 Penalty: 5443.813477
	Iteration 130Q: 3 clusters Score -1.086973e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 37440 members 
Entering Unmasked Estep 
Score: -10869729.000000 Penalty: 5443.813477
	Iteration 131Q: 3 clusters Score -1.086973e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -10869740.000000 Penalty: 5443.813477
	Iteration 132Q: 3 clusters Score -1.086974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -10869745.000000 Penalty: 5443.813477
	Iteration 133Q: 3 clusters Score -1.086974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -10869749.000000 Penalty: 5443.813477
	Iteration 134Q: 3 clusters Score -1.086975e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -10869745.000000 Penalty: 5443.813477
	Iteration 135Q: 3 clusters Score -1.086974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 37419 members 
Entering Unmasked Estep 
Score: -10869747.000000 Penalty: 5443.813477
	Iteration 136Q: 3 clusters Score -1.086975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -10869745.000000 Penalty: 5443.813477
	Iteration 137Q: 3 clusters Score -1.086974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 37414 members 
Entering Unmasked Estep 
Score: -10869749.000000 Penalty: 5443.813477
	Iteration 138Q: 3 clusters Score -1.086975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -10869752.000000 Penalty: 5443.813477
	Iteration 139Q: 3 clusters Score -1.086975e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -10869741.000000 Penalty: 5443.813477
	Iteration 140F: 3 clusters Score -1.086974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 37402 members 
Entering Unmasked Estep 
Score: -10869757.000000 Penalty: 5443.813477
	Iteration 141Q: 3 clusters Score -1.086976e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 37398 members 
Entering Unmasked Estep 
Score: -10869761.000000 Penalty: 5443.813477
	Iteration 142Q: 3 clusters Score -1.086976e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 37396 members 
Entering Unmasked Estep 
Score: -10869761.000000 Penalty: 5443.813477
	Iteration 143Q: 3 clusters Score -1.086976e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -10869757.000000 Penalty: 5443.813477
	Iteration 144Q: 3 clusters Score -1.086976e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -10869757.000000 Penalty: 5443.813477
	Iteration 145F: 3 clusters Score -1.086976e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 61110 members 
Mstep: Class 3 contains 48538 members 
Mstep: Class 4 contains 57931 members 
Mstep: Class 6 contains 23948 members 
Mstep: Class 8 contains 2944 members 
Mstep: Class 9 contains 21027 members 
Mstep: Class 10 contains 48977 members 
Mstep: Class 11 contains 86772 members 
Mstep: Class 12 contains 1289 members 
Mstep: Class 13 contains 49901 members 
Mstep: Class 15 contains 559 members 
Mstep: Class 16 contains 58279 members 
Mstep: Class 18 contains 50212 members 
Mstep: Class 20 contains 1526 members 
Mstep: Class 21 contains 65825 members 
Mstep: Class 22 contains 1553 members 
Entering Unmasked Estep 
Score: -111091608.000000 Penalty: 56216.398438
Splitting cluster 9 changes total score from -111095272.000000 to -111091608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (48977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48977 members 
Entering Unmasked Estep 
Score: -8957709.000000 Penalty: 2678.178223
	Iteration 0F: 2 clusters Score -8957709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -8928447.000000 Penalty: 5356.356445
	Iteration 0F: 3 clusters Score -8928447 nChanged 22630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -8940737.000000 Penalty: 5356.356445
	Iteration 1F: 3 clusters Score -8940737 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 23915 members 
Entering Unmasked Estep 
Score: -8941403.000000 Penalty: 5356.356445
	Iteration 2Q: 3 clusters Score -8941403 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -8942246.000000 Penalty: 5356.356445
	Iteration 3Q: 3 clusters Score -8942246 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -8943476.000000 Penalty: 5356.356445
	Iteration 4Q: 3 clusters Score -8943476 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -8945110.000000 Penalty: 5356.356445
	Iteration 5F: 3 clusters Score -8945110 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29312 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -8947347.000000 Penalty: 5356.356445
	Iteration 6F: 3 clusters Score -8947347 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -8950370.000000 Penalty: 5356.356445
	Iteration 7F: 3 clusters Score -8950370 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -8953597.000000 Penalty: 5356.356445
	Iteration 8F: 3 clusters Score -8953597 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -8955668.000000 Penalty: 5356.356445
	Iteration 9F: 3 clusters Score -8955668 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -8956623.000000 Penalty: 5356.356445
	Iteration 10Q: 3 clusters Score -8956623 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -8957059.000000 Penalty: 5356.356445
	Iteration 11Q: 3 clusters Score -8957059 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -8957413.000000 Penalty: 5356.356445
	Iteration 12Q: 3 clusters Score -8957413 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -8957661.000000 Penalty: 5356.356445
	Iteration 13Q: 3 clusters Score -8957661 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -8957842.000000 Penalty: 5356.356445
	Iteration 14Q: 3 clusters Score -8957842 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -8958032.000000 Penalty: 5356.356445
	Iteration 15Q: 3 clusters Score -8958032 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -8958140.000000 Penalty: 5356.356445
	Iteration 16Q: 3 clusters Score -8958140 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -8958202.000000 Penalty: 5356.356445
	Iteration 17Q: 3 clusters Score -8958202 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -8958265.000000 Penalty: 5356.356445
	Iteration 18Q: 3 clusters Score -8958265 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39867 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -8958350.000000 Penalty: 5356.356445
	Iteration 19Q: 3 clusters Score -8958350 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -8958381.000000 Penalty: 5356.356445
	Iteration 20F: 3 clusters Score -8958381 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -8958435.000000 Penalty: 5356.356445
	Iteration 21Q: 3 clusters Score -8958435 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -8958475.000000 Penalty: 5356.356445
	Iteration 22Q: 3 clusters Score -8958475 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -8958497.000000 Penalty: 5356.356445
	Iteration 23Q: 3 clusters Score -8958497 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41242 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -8958523.000000 Penalty: 5356.356445
	Iteration 24Q: 3 clusters Score -8958523 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -8958594.000000 Penalty: 5356.356445
	Iteration 25Q: 3 clusters Score -8958594 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -8958641.000000 Penalty: 5356.356445
	Iteration 26Q: 3 clusters Score -8958641 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42119 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -8958694.000000 Penalty: 5356.356445
	Iteration 27Q: 3 clusters Score -8958694 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42388 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -8958689.000000 Penalty: 5356.356445
	Iteration 28Q: 3 clusters Score -8958689 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -8958673.000000 Penalty: 5356.356445
	Iteration 29Q: 3 clusters Score -8958673 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -8958633.000000 Penalty: 5356.356445
	Iteration 30Q: 3 clusters Score -8958633 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43051 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -8958668.000000 Penalty: 5356.356445
	Iteration 31Q: 3 clusters Score -8958668 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -8958631.000000 Penalty: 5356.356445
	Iteration 32Q: 3 clusters Score -8958631 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -8958662.000000 Penalty: 5356.356445
	Iteration 33Q: 3 clusters Score -8958662 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43706 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -8958644.000000 Penalty: 5356.356445
	Iteration 34Q: 3 clusters Score -8958644 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43869 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -8958628.000000 Penalty: 5356.356445
	Iteration 35Q: 3 clusters Score -8958628 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -8958574.000000 Penalty: 5356.356445
	Iteration 36Q: 3 clusters Score -8958574 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44147 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -8958566.000000 Penalty: 5356.356445
	Iteration 37Q: 3 clusters Score -8958566 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -8958530.000000 Penalty: 5356.356445
	Iteration 38Q: 3 clusters Score -8958530 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44432 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -8958470.000000 Penalty: 5356.356445
	Iteration 39Q: 3 clusters Score -8958470 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -8958456.000000 Penalty: 5356.356445
	Iteration 40F: 3 clusters Score -8958456 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44761 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -8958403.000000 Penalty: 5356.356445
	Iteration 41Q: 3 clusters Score -8958403 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44929 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -8958333.000000 Penalty: 5356.356445
	Iteration 42Q: 3 clusters Score -8958333 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -8958220.000000 Penalty: 5356.356445
	Iteration 43Q: 3 clusters Score -8958220 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45265 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -8958168.000000 Penalty: 5356.356445
	Iteration 44Q: 3 clusters Score -8958168 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45432 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -8958067.000000 Penalty: 5356.356445
	Iteration 45Q: 3 clusters Score -8958067 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45590 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -8957997.000000 Penalty: 5356.356445
	Iteration 46Q: 3 clusters Score -8957997 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45747 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -8957906.000000 Penalty: 5356.356445
	Iteration 47Q: 3 clusters Score -8957906 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45901 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -8957840.000000 Penalty: 5356.356445
	Iteration 48Q: 3 clusters Score -8957840 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -8957766.000000 Penalty: 5356.356445
	Iteration 49Q: 3 clusters Score -8957766 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46154 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -8957692.000000 Penalty: 5356.356445
	Iteration 50Q: 3 clusters Score -8957692 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46279 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -8957637.000000 Penalty: 5356.356445
	Iteration 51Q: 3 clusters Score -8957637 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46399 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -8957550.000000 Penalty: 5356.356445
	Iteration 52Q: 3 clusters Score -8957550 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46511 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -8957462.000000 Penalty: 5356.356445
	Iteration 53Q: 3 clusters Score -8957462 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -8957385.000000 Penalty: 5356.356445
	Iteration 54Q: 3 clusters Score -8957385 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -8957326.000000 Penalty: 5356.356445
	Iteration 55Q: 3 clusters Score -8957326 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46772 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -8957275.000000 Penalty: 5356.356445
	Iteration 56Q: 3 clusters Score -8957275 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46837 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -8957255.000000 Penalty: 5356.356445
	Iteration 57Q: 3 clusters Score -8957255 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46904 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -8957214.000000 Penalty: 5356.356445
	Iteration 58Q: 3 clusters Score -8957214 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46957 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -8957182.000000 Penalty: 5356.356445
	Iteration 59Q: 3 clusters Score -8957182 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46994 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -8957156.000000 Penalty: 5356.356445
	Iteration 60F: 3 clusters Score -8957156 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47035 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -8957136.000000 Penalty: 5356.356445
	Iteration 61Q: 3 clusters Score -8957136 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47078 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -8957121.000000 Penalty: 5356.356445
	Iteration 62Q: 3 clusters Score -8957121 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47109 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -8957126.000000 Penalty: 5356.356445
	Iteration 63Q: 3 clusters Score -8957126 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47138 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -8957098.000000 Penalty: 5356.356445
	Iteration 64Q: 3 clusters Score -8957098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47160 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -8957086.000000 Penalty: 5356.356445
	Iteration 65Q: 3 clusters Score -8957086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -8957075.000000 Penalty: 5356.356445
	Iteration 66Q: 3 clusters Score -8957075 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47193 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -8957062.000000 Penalty: 5356.356445
	Iteration 67Q: 3 clusters Score -8957062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47204 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -8957058.000000 Penalty: 5356.356445
	Iteration 68Q: 3 clusters Score -8957058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47219 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -8957058.000000 Penalty: 5356.356445
	Iteration 69Q: 3 clusters Score -8957058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -8957059.000000 Penalty: 5356.356445
	Iteration 70Q: 3 clusters Score -8957059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47245 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -8957050.000000 Penalty: 5356.356445
	Iteration 71Q: 3 clusters Score -8957050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47253 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -8957039.000000 Penalty: 5356.356445
	Iteration 72Q: 3 clusters Score -8957039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47259 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -8957040.000000 Penalty: 5356.356445
	Iteration 73Q: 3 clusters Score -8957040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47269 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -8957042.000000 Penalty: 5356.356445
	Iteration 74Q: 3 clusters Score -8957042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47280 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -8957031.000000 Penalty: 5356.356445
	Iteration 75Q: 3 clusters Score -8957031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47291 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -8957029.000000 Penalty: 5356.356445
	Iteration 76Q: 3 clusters Score -8957029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47303 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -8957018.000000 Penalty: 5356.356445
	Iteration 77Q: 3 clusters Score -8957018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47313 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -8957015.000000 Penalty: 5356.356445
	Iteration 78Q: 3 clusters Score -8957015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47324 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -8957019.000000 Penalty: 5356.356445
	Iteration 79Q: 3 clusters Score -8957019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47334 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -8957012.000000 Penalty: 5356.356445
	Iteration 80F: 3 clusters Score -8957012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47346 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -8957002.000000 Penalty: 5356.356445
	Iteration 81Q: 3 clusters Score -8957002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47359 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -8956990.000000 Penalty: 5356.356445
	Iteration 82Q: 3 clusters Score -8956990 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47374 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -8956972.000000 Penalty: 5356.356445
	Iteration 83Q: 3 clusters Score -8956972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47389 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -8956972.000000 Penalty: 5356.356445
	Iteration 84Q: 3 clusters Score -8956972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47400 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -8956958.000000 Penalty: 5356.356445
	Iteration 85Q: 3 clusters Score -8956958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47410 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -8956947.000000 Penalty: 5356.356445
	Iteration 86Q: 3 clusters Score -8956947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47416 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -8956938.000000 Penalty: 5356.356445
	Iteration 87Q: 3 clusters Score -8956938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47424 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -8956947.000000 Penalty: 5356.356445
	Iteration 88Q: 3 clusters Score -8956947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47432 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -8956929.000000 Penalty: 5356.356445
	Iteration 89Q: 3 clusters Score -8956929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47438 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -8956935.000000 Penalty: 5356.356445
	Iteration 90Q: 3 clusters Score -8956935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47447 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -8956931.000000 Penalty: 5356.356445
	Iteration 91Q: 3 clusters Score -8956931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47458 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -8956921.000000 Penalty: 5356.356445
	Iteration 92Q: 3 clusters Score -8956921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47468 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -8956910.000000 Penalty: 5356.356445
	Iteration 93Q: 3 clusters Score -8956910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47475 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -8956900.000000 Penalty: 5356.356445
	Iteration 94Q: 3 clusters Score -8956900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47488 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -8956902.000000 Penalty: 5356.356445
	Iteration 95Q: 3 clusters Score -8956902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47495 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -8956887.000000 Penalty: 5356.356445
	Iteration 96Q: 3 clusters Score -8956887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47500 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -8956881.000000 Penalty: 5356.356445
	Iteration 97Q: 3 clusters Score -8956881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47507 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -8956892.000000 Penalty: 5356.356445
	Iteration 98Q: 3 clusters Score -8956892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47515 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -8956886.000000 Penalty: 5356.356445
	Iteration 99Q: 3 clusters Score -8956886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47521 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -8956885.000000 Penalty: 5356.356445
	Iteration 100F: 3 clusters Score -8956885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47529 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -8956878.000000 Penalty: 5356.356445
	Iteration 101Q: 3 clusters Score -8956878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47539 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -8956863.000000 Penalty: 5356.356445
	Iteration 102Q: 3 clusters Score -8956863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47551 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -8956856.000000 Penalty: 5356.356445
	Iteration 103Q: 3 clusters Score -8956856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47570 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -8956854.000000 Penalty: 5356.356445
	Iteration 104Q: 3 clusters Score -8956854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47590 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -8956840.000000 Penalty: 5356.356445
	Iteration 105Q: 3 clusters Score -8956840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47608 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -8956831.000000 Penalty: 5356.356445
	Iteration 106Q: 3 clusters Score -8956831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47623 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -8956835.000000 Penalty: 5356.356445
	Iteration 107Q: 3 clusters Score -8956835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47634 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -8956835.000000 Penalty: 5356.356445
	Iteration 108Q: 3 clusters Score -8956835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47648 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -8956815.000000 Penalty: 5356.356445
	Iteration 109Q: 3 clusters Score -8956815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47655 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -8956823.000000 Penalty: 5356.356445
	Iteration 110Q: 3 clusters Score -8956823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47660 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -8956810.000000 Penalty: 5356.356445
	Iteration 111Q: 3 clusters Score -8956810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47662 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -8956809.000000 Penalty: 5356.356445
	Iteration 112Q: 3 clusters Score -8956809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47665 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -8956810.000000 Penalty: 5356.356445
	Iteration 113Q: 3 clusters Score -8956810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47664 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -8956809.000000 Penalty: 5356.356445
	Iteration 114Q: 3 clusters Score -8956809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47664 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -8956809.000000 Penalty: 5356.356445
	Iteration 115F: 3 clusters Score -8956809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (86772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86772 members 
Entering Unmasked Estep 
Score: -15673694.000000 Penalty: 2820.017822
	Iteration 0F: 2 clusters Score -1.567369e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43308 members 
Mstep: Class 2 contains 43464 members 
Entering Unmasked Estep 
Score: -15639831.000000 Penalty: 5640.035645
	Iteration 0F: 3 clusters Score -1.563983e+07 nChanged 40775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 44351 members 
Entering Unmasked Estep 
Score: -15663076.000000 Penalty: 5640.035645
	Iteration 1F: 3 clusters Score -1.566308e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42096 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -15663789.000000 Penalty: 5640.035645
	Iteration 2Q: 3 clusters Score -1.566379e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 45212 members 
Entering Unmasked Estep 
Score: -15664712.000000 Penalty: 5640.035645
	Iteration 3Q: 3 clusters Score -1.566471e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 45984 members 
Entering Unmasked Estep 
Score: -15666040.000000 Penalty: 5640.035645
	Iteration 4Q: 3 clusters Score -1.566604e+07 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39843 members 
Mstep: Class 2 contains 46929 members 
Entering Unmasked Estep 
Score: -15667713.000000 Penalty: 5640.035645
	Iteration 5Q: 3 clusters Score -1.566771e+07 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38628 members 
Mstep: Class 2 contains 48144 members 
Entering Unmasked Estep 
Score: -15670008.000000 Penalty: 5640.035645
	Iteration 6F: 3 clusters Score -1.567001e+07 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37558 members 
Mstep: Class 2 contains 49214 members 
Entering Unmasked Estep 
Score: -15672784.000000 Penalty: 5640.035645
	Iteration 7F: 3 clusters Score -1.567278e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37004 members 
Mstep: Class 2 contains 49768 members 
Entering Unmasked Estep 
Score: -15675976.000000 Penalty: 5640.035645
	Iteration 8F: 3 clusters Score -1.567598e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 49539 members 
Entering Unmasked Estep 
Score: -15679004.000000 Penalty: 5640.035645
	Iteration 9F: 3 clusters Score -1.5679e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 48660 members 
Entering Unmasked Estep 
Score: -15681072.000000 Penalty: 5640.035645
	Iteration 10F: 3 clusters Score -1.568107e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 47663 members 
Entering Unmasked Estep 
Score: -15682062.000000 Penalty: 5640.035645
	Iteration 11Q: 3 clusters Score -1.568206e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 46855 members 
Entering Unmasked Estep 
Score: -15682552.000000 Penalty: 5640.035645
	Iteration 12Q: 3 clusters Score -1.568255e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 46138 members 
Entering Unmasked Estep 
Score: -15682817.000000 Penalty: 5640.035645
	Iteration 13Q: 3 clusters Score -1.568282e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 45574 members 
Entering Unmasked Estep 
Score: -15682936.000000 Penalty: 5640.035645
	Iteration 14Q: 3 clusters Score -1.568294e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
Score: -15683045.000000 Penalty: 5640.035645
	Iteration 15Q: 3 clusters Score -1.568304e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42282 members 
Mstep: Class 2 contains 44490 members 
Entering Unmasked Estep 
Score: -15683143.000000 Penalty: 5640.035645
	Iteration 16Q: 3 clusters Score -1.568314e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 44022 members 
Entering Unmasked Estep 
Score: -15683175.000000 Penalty: 5640.035645
	Iteration 17Q: 3 clusters Score -1.568318e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 43601 members 
Entering Unmasked Estep 
Score: -15683223.000000 Penalty: 5640.035645
	Iteration 18Q: 3 clusters Score -1.568322e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43556 members 
Mstep: Class 2 contains 43216 members 
Entering Unmasked Estep 
Score: -15683245.000000 Penalty: 5640.035645
	Iteration 19Q: 3 clusters Score -1.568324e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 42873 members 
Entering Unmasked Estep 
Score: -15683229.000000 Penalty: 5640.035645
	Iteration 20F: 3 clusters Score -1.568323e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44184 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -15683206.000000 Penalty: 5640.035645
	Iteration 21Q: 3 clusters Score -1.568321e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44421 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -15683210.000000 Penalty: 5640.035645
	Iteration 22Q: 3 clusters Score -1.568321e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44563 members 
Mstep: Class 2 contains 42209 members 
Entering Unmasked Estep 
Score: -15683184.000000 Penalty: 5640.035645
	Iteration 23Q: 3 clusters Score -1.568318e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 42137 members 
Entering Unmasked Estep 
Score: -15683183.000000 Penalty: 5640.035645
	Iteration 24Q: 3 clusters Score -1.568318e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44689 members 
Mstep: Class 2 contains 42083 members 
Entering Unmasked Estep 
Score: -15683172.000000 Penalty: 5640.035645
	Iteration 25Q: 3 clusters Score -1.568317e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -15683153.000000 Penalty: 5640.035645
	Iteration 26Q: 3 clusters Score -1.568315e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44693 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -15683146.000000 Penalty: 5640.035645
	Iteration 27Q: 3 clusters Score -1.568315e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44656 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -15683167.000000 Penalty: 5640.035645
	Iteration 28Q: 3 clusters Score -1.568317e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -15683198.000000 Penalty: 5640.035645
	Iteration 29Q: 3 clusters Score -1.56832e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
Score: -15683236.000000 Penalty: 5640.035645
	Iteration 30Q: 3 clusters Score -1.568324e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -15683261.000000 Penalty: 5640.035645
	Iteration 31Q: 3 clusters Score -1.568326e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -15683270.000000 Penalty: 5640.035645
	Iteration 32Q: 3 clusters Score -1.568327e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44288 members 
Mstep: Class 2 contains 42484 members 
Entering Unmasked Estep 
Score: -15683316.000000 Penalty: 5640.035645
	Iteration 33Q: 3 clusters Score -1.568332e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 42608 members 
Entering Unmasked Estep 
Score: -15683335.000000 Penalty: 5640.035645
	Iteration 34Q: 3 clusters Score -1.568334e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -15683318.000000 Penalty: 5640.035645
	Iteration 35Q: 3 clusters Score -1.568332e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 42823 members 
Entering Unmasked Estep 
Score: -15683344.000000 Penalty: 5640.035645
	Iteration 36Q: 3 clusters Score -1.568334e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
Score: -15683385.000000 Penalty: 5640.035645
	Iteration 37Q: 3 clusters Score -1.568338e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -15683354.000000 Penalty: 5640.035645
	Iteration 38Q: 3 clusters Score -1.568335e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43775 members 
Mstep: Class 2 contains 42997 members 
Entering Unmasked Estep 
Score: -15683359.000000 Penalty: 5640.035645
	Iteration 39Q: 3 clusters Score -1.568336e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 43051 members 
Entering Unmasked Estep 
Score: -15683377.000000 Penalty: 5640.035645
	Iteration 40F: 3 clusters Score -1.568338e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 43089 members 
Entering Unmasked Estep 
Score: -15683398.000000 Penalty: 5640.035645
	Iteration 41Q: 3 clusters Score -1.56834e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43646 members 
Mstep: Class 2 contains 43126 members 
Entering Unmasked Estep 
Score: -15683362.000000 Penalty: 5640.035645
	Iteration 42Q: 3 clusters Score -1.568336e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43611 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
Score: -15683389.000000 Penalty: 5640.035645
	Iteration 43Q: 3 clusters Score -1.568339e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -15683423.000000 Penalty: 5640.035645
	Iteration 44Q: 3 clusters Score -1.568342e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -15683417.000000 Penalty: 5640.035645
	Iteration 45Q: 3 clusters Score -1.568342e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43525 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -15683442.000000 Penalty: 5640.035645
	Iteration 46Q: 3 clusters Score -1.568344e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43507 members 
Mstep: Class 2 contains 43265 members 
Entering Unmasked Estep 
Score: -15683475.000000 Penalty: 5640.035645
	Iteration 47Q: 3 clusters Score -1.568348e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 43246 members 
Entering Unmasked Estep 
Score: -15683457.000000 Penalty: 5640.035645
	Iteration 48Q: 3 clusters Score -1.568346e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43544 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
Score: -15683450.000000 Penalty: 5640.035645
	Iteration 49Q: 3 clusters Score -1.568345e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
Score: -15683423.000000 Penalty: 5640.035645
	Iteration 50Q: 3 clusters Score -1.568342e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -15683381.000000 Penalty: 5640.035645
	Iteration 51Q: 3 clusters Score -1.568338e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43567 members 
Mstep: Class 2 contains 43205 members 
Entering Unmasked Estep 
Score: -15683368.000000 Penalty: 5640.035645
	Iteration 52Q: 3 clusters Score -1.568337e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -15683383.000000 Penalty: 5640.035645
	Iteration 53Q: 3 clusters Score -1.568338e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 43180 members 
Entering Unmasked Estep 
Score: -15683404.000000 Penalty: 5640.035645
	Iteration 54Q: 3 clusters Score -1.56834e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43584 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -15683380.000000 Penalty: 5640.035645
	Iteration 55Q: 3 clusters Score -1.568338e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43579 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -15683416.000000 Penalty: 5640.035645
	Iteration 56Q: 3 clusters Score -1.568342e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43574 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -15683435.000000 Penalty: 5640.035645
	Iteration 57Q: 3 clusters Score -1.568344e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43570 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -15683456.000000 Penalty: 5640.035645
	Iteration 58Q: 3 clusters Score -1.568346e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -15683469.000000 Penalty: 5640.035645
	Iteration 59Q: 3 clusters Score -1.568347e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -15683469.000000 Penalty: 5640.035645
	Iteration 60F: 3 clusters Score -1.568347e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -15683440.000000 Penalty: 5640.035645
	Iteration 61Q: 3 clusters Score -1.568344e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43587 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -15683434.000000 Penalty: 5640.035645
	Iteration 62Q: 3 clusters Score -1.568343e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43600 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
Score: -15683467.000000 Penalty: 5640.035645
	Iteration 63Q: 3 clusters Score -1.568347e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43597 members 
Mstep: Class 2 contains 43175 members 
Entering Unmasked Estep 
Score: -15683432.000000 Penalty: 5640.035645
	Iteration 64Q: 3 clusters Score -1.568343e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -15683448.000000 Penalty: 5640.035645
	Iteration 65Q: 3 clusters Score -1.568345e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43589 members 
Mstep: Class 2 contains 43183 members 
Entering Unmasked Estep 
Score: -15683470.000000 Penalty: 5640.035645
	Iteration 66Q: 3 clusters Score -1.568347e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43587 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -15683446.000000 Penalty: 5640.035645
	Iteration 67Q: 3 clusters Score -1.568345e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -15683452.000000 Penalty: 5640.035645
	Iteration 68Q: 3 clusters Score -1.568345e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -15683463.000000 Penalty: 5640.035645
	Iteration 69Q: 3 clusters Score -1.568346e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43547 members 
Mstep: Class 2 contains 43225 members 
Entering Unmasked Estep 
Score: -15683460.000000 Penalty: 5640.035645
	Iteration 70Q: 3 clusters Score -1.568346e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 43242 members 
Entering Unmasked Estep 
Score: -15683473.000000 Penalty: 5640.035645
	Iteration 71Q: 3 clusters Score -1.568347e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -15683491.000000 Penalty: 5640.035645
	Iteration 72Q: 3 clusters Score -1.568349e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -15683493.000000 Penalty: 5640.035645
	Iteration 73Q: 3 clusters Score -1.568349e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 43298 members 
Entering Unmasked Estep 
Score: -15683464.000000 Penalty: 5640.035645
	Iteration 74Q: 3 clusters Score -1.568346e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43470 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
Score: -15683476.000000 Penalty: 5640.035645
	Iteration 75Q: 3 clusters Score -1.568348e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -15683491.000000 Penalty: 5640.035645
	Iteration 76Q: 3 clusters Score -1.568349e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 43303 members 
Entering Unmasked Estep 
Score: -15683487.000000 Penalty: 5640.035645
	Iteration 77Q: 3 clusters Score -1.568349e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 43297 members 
Entering Unmasked Estep 
Score: -15683482.000000 Penalty: 5640.035645
	Iteration 78Q: 3 clusters Score -1.568348e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43481 members 
Mstep: Class 2 contains 43291 members 
Entering Unmasked Estep 
Score: -15683489.000000 Penalty: 5640.035645
	Iteration 79Q: 3 clusters Score -1.568349e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43489 members 
Mstep: Class 2 contains 43283 members 
Entering Unmasked Estep 
Score: -15683478.000000 Penalty: 5640.035645
	Iteration 80F: 3 clusters Score -1.568348e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43473 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -15683467.000000 Penalty: 5640.035645
	Iteration 81Q: 3 clusters Score -1.568347e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43460 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -15683481.000000 Penalty: 5640.035645
	Iteration 82Q: 3 clusters Score -1.568348e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -15683479.000000 Penalty: 5640.035645
	Iteration 83Q: 3 clusters Score -1.568348e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -15683480.000000 Penalty: 5640.035645
	Iteration 84Q: 3 clusters Score -1.568348e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43398 members 
Mstep: Class 2 contains 43374 members 
Entering Unmasked Estep 
Score: -15683478.000000 Penalty: 5640.035645
	Iteration 85Q: 3 clusters Score -1.568348e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43365 members 
Mstep: Class 2 contains 43407 members 
Entering Unmasked Estep 
Score: -15683474.000000 Penalty: 5640.035645
	Iteration 86Q: 3 clusters Score -1.568347e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 43437 members 
Entering Unmasked Estep 
Score: -15683466.000000 Penalty: 5640.035645
	Iteration 87Q: 3 clusters Score -1.568347e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 43445 members 
Entering Unmasked Estep 
Score: -15683483.000000 Penalty: 5640.035645
	Iteration 88Q: 3 clusters Score -1.568348e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43309 members 
Mstep: Class 2 contains 43463 members 
Entering Unmasked Estep 
Score: -15683497.000000 Penalty: 5640.035645
	Iteration 89Q: 3 clusters Score -1.56835e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43298 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -15683491.000000 Penalty: 5640.035645
	Iteration 90Q: 3 clusters Score -1.568349e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -15683481.000000 Penalty: 5640.035645
	Iteration 91Q: 3 clusters Score -1.568348e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 43495 members 
Entering Unmasked Estep 
Score: -15683516.000000 Penalty: 5640.035645
	Iteration 92Q: 3 clusters Score -1.568352e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43265 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -15683507.000000 Penalty: 5640.035645
	Iteration 93Q: 3 clusters Score -1.568351e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43263 members 
Mstep: Class 2 contains 43509 members 
Entering Unmasked Estep 
Score: -15683502.000000 Penalty: 5640.035645
	Iteration 94Q: 3 clusters Score -1.56835e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -15683529.000000 Penalty: 5640.035645
	Iteration 95Q: 3 clusters Score -1.568353e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 43525 members 
Entering Unmasked Estep 
Score: -15683524.000000 Penalty: 5640.035645
	Iteration 96Q: 3 clusters Score -1.568352e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43240 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -15683517.000000 Penalty: 5640.035645
	Iteration 97Q: 3 clusters Score -1.568352e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43234 members 
Mstep: Class 2 contains 43538 members 
Entering Unmasked Estep 
Score: -15683506.000000 Penalty: 5640.035645
	Iteration 98Q: 3 clusters Score -1.568351e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43225 members 
Mstep: Class 2 contains 43547 members 
Entering Unmasked Estep 
Score: -15683524.000000 Penalty: 5640.035645
	Iteration 99Q: 3 clusters Score -1.568352e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43205 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -15683525.000000 Penalty: 5640.035645
	Iteration 100F: 3 clusters Score -1.568352e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43186 members 
Mstep: Class 2 contains 43586 members 
Entering Unmasked Estep 
Score: -15683502.000000 Penalty: 5640.035645
	Iteration 101Q: 3 clusters Score -1.56835e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 43595 members 
Entering Unmasked Estep 
Score: -15683499.000000 Penalty: 5640.035645
	Iteration 102Q: 3 clusters Score -1.56835e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 43608 members 
Entering Unmasked Estep 
Score: -15683524.000000 Penalty: 5640.035645
	Iteration 103Q: 3 clusters Score -1.568352e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43168 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -15683531.000000 Penalty: 5640.035645
	Iteration 104Q: 3 clusters Score -1.568353e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -15683538.000000 Penalty: 5640.035645
	Iteration 105Q: 3 clusters Score -1.568354e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43175 members 
Mstep: Class 2 contains 43597 members 
Entering Unmasked Estep 
Score: -15683546.000000 Penalty: 5640.035645
	Iteration 106Q: 3 clusters Score -1.568355e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -15683585.000000 Penalty: 5640.035645
	Iteration 107Q: 3 clusters Score -1.568358e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 43589 members 
Entering Unmasked Estep 
Score: -15683572.000000 Penalty: 5640.035645
	Iteration 108Q: 3 clusters Score -1.568357e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43194 members 
Mstep: Class 2 contains 43578 members 
Entering Unmasked Estep 
Score: -15683566.000000 Penalty: 5640.035645
	Iteration 109Q: 3 clusters Score -1.568357e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43205 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -15683539.000000 Penalty: 5640.035645
	Iteration 110Q: 3 clusters Score -1.568354e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 43549 members 
Entering Unmasked Estep 
Score: -15683560.000000 Penalty: 5640.035645
	Iteration 111Q: 3 clusters Score -1.568356e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43231 members 
Mstep: Class 2 contains 43541 members 
Entering Unmasked Estep 
Score: -15683525.000000 Penalty: 5640.035645
	Iteration 112Q: 3 clusters Score -1.568352e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -15683522.000000 Penalty: 5640.035645
	Iteration 113Q: 3 clusters Score -1.568352e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43245 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -15683525.000000 Penalty: 5640.035645
	Iteration 114Q: 3 clusters Score -1.568352e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -15683530.000000 Penalty: 5640.035645
	Iteration 115Q: 3 clusters Score -1.568353e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43245 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -15683513.000000 Penalty: 5640.035645
	Iteration 116Q: 3 clusters Score -1.568351e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43253 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -15683517.000000 Penalty: 5640.035645
	Iteration 117Q: 3 clusters Score -1.568352e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -15683533.000000 Penalty: 5640.035645
	Iteration 118Q: 3 clusters Score -1.568353e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43250 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -15683516.000000 Penalty: 5640.035645
	Iteration 119Q: 3 clusters Score -1.568352e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43250 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -15683516.000000 Penalty: 5640.035645
	Iteration 120F: 3 clusters Score -1.568352e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -15683539.000000 Penalty: 5640.035645
	Iteration 121Q: 3 clusters Score -1.568354e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43234 members 
Mstep: Class 2 contains 43538 members 
Entering Unmasked Estep 
Score: -15683531.000000 Penalty: 5640.035645
	Iteration 122Q: 3 clusters Score -1.568353e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 43545 members 
Entering Unmasked Estep 
Score: -15683530.000000 Penalty: 5640.035645
	Iteration 123Q: 3 clusters Score -1.568353e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43221 members 
Mstep: Class 2 contains 43551 members 
Entering Unmasked Estep 
Score: -15683514.000000 Penalty: 5640.035645
	Iteration 124Q: 3 clusters Score -1.568351e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43205 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -15683516.000000 Penalty: 5640.035645
	Iteration 125Q: 3 clusters Score -1.568352e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43198 members 
Mstep: Class 2 contains 43574 members 
Entering Unmasked Estep 
Score: -15683537.000000 Penalty: 5640.035645
	Iteration 126Q: 3 clusters Score -1.568354e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -15683536.000000 Penalty: 5640.035645
	Iteration 127Q: 3 clusters Score -1.568354e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -15683550.000000 Penalty: 5640.035645
	Iteration 128Q: 3 clusters Score -1.568355e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -15683541.000000 Penalty: 5640.035645
	Iteration 129Q: 3 clusters Score -1.568354e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 43587 members 
Entering Unmasked Estep 
Score: -15683554.000000 Penalty: 5640.035645
	Iteration 130Q: 3 clusters Score -1.568355e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43181 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -15683551.000000 Penalty: 5640.035645
	Iteration 131Q: 3 clusters Score -1.568355e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -15683565.000000 Penalty: 5640.035645
	Iteration 132Q: 3 clusters Score -1.568356e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
Score: -15683563.000000 Penalty: 5640.035645
	Iteration 133Q: 3 clusters Score -1.568356e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43195 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -15683561.000000 Penalty: 5640.035645
	Iteration 134Q: 3 clusters Score -1.568356e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43195 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -15683564.000000 Penalty: 5640.035645
	Iteration 135Q: 3 clusters Score -1.568356e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43201 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -15683577.000000 Penalty: 5640.035645
	Iteration 136Q: 3 clusters Score -1.568358e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43201 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -15683556.000000 Penalty: 5640.035645
	Iteration 137Q: 3 clusters Score -1.568356e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 43568 members 
Entering Unmasked Estep 
Score: -15683570.000000 Penalty: 5640.035645
	Iteration 138Q: 3 clusters Score -1.568357e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -15683545.000000 Penalty: 5640.035645
	Iteration 139Q: 3 clusters Score -1.568354e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -15683550.000000 Penalty: 5640.035645
	Iteration 140F: 3 clusters Score -1.568355e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43202 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -15683544.000000 Penalty: 5640.035645
	Iteration 141Q: 3 clusters Score -1.568354e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -15683524.000000 Penalty: 5640.035645
	Iteration 142Q: 3 clusters Score -1.568352e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43215 members 
Mstep: Class 2 contains 43557 members 
Entering Unmasked Estep 
Score: -15683527.000000 Penalty: 5640.035645
	Iteration 143Q: 3 clusters Score -1.568353e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43219 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -15683531.000000 Penalty: 5640.035645
	Iteration 144Q: 3 clusters Score -1.568353e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43218 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
Score: -15683525.000000 Penalty: 5640.035645
	Iteration 145Q: 3 clusters Score -1.568352e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43222 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -15683501.000000 Penalty: 5640.035645
	Iteration 146Q: 3 clusters Score -1.56835e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43231 members 
Mstep: Class 2 contains 43541 members 
Entering Unmasked Estep 
Score: -15683532.000000 Penalty: 5640.035645
	Iteration 147Q: 3 clusters Score -1.568353e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 43549 members 
Entering Unmasked Estep 
Score: -15683536.000000 Penalty: 5640.035645
	Iteration 148Q: 3 clusters Score -1.568354e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 43552 members 
Entering Unmasked Estep 
Score: -15683532.000000 Penalty: 5640.035645
	Iteration 149Q: 3 clusters Score -1.568353e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43217 members 
Mstep: Class 2 contains 43555 members 
Entering Unmasked Estep 
Score: -15683532.000000 Penalty: 5640.035645
	Iteration 150Q: 3 clusters Score -1.568353e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43213 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -15683556.000000 Penalty: 5640.035645
	Iteration 151Q: 3 clusters Score -1.568356e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43218 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
Score: -15683561.000000 Penalty: 5640.035645
	Iteration 152Q: 3 clusters Score -1.568356e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 43552 members 
Entering Unmasked Estep 
Score: -15683540.000000 Penalty: 5640.035645
	Iteration 153Q: 3 clusters Score -1.568354e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43220 members 
Mstep: Class 2 contains 43552 members 
Entering Unmasked Estep 
Score: -15683545.000000 Penalty: 5640.035645
	Iteration 154Q: 3 clusters Score -1.568354e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 43556 members 
Entering Unmasked Estep 
Score: -15683547.000000 Penalty: 5640.035645
	Iteration 155Q: 3 clusters Score -1.568355e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
Score: -15683534.000000 Penalty: 5640.035645
	Iteration 156Q: 3 clusters Score -1.568353e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -15683534.000000 Penalty: 5640.035645
	Iteration 157Q: 3 clusters Score -1.568353e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
Score: -15683533.000000 Penalty: 5640.035645
	Iteration 158Q: 3 clusters Score -1.568353e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43213 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -15683535.000000 Penalty: 5640.035645
	Iteration 159Q: 3 clusters Score -1.568354e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -15683527.000000 Penalty: 5640.035645
	Iteration 160F: 3 clusters Score -1.568353e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
Score: -15683533.000000 Penalty: 5640.035645
	Iteration 161Q: 3 clusters Score -1.568353e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43215 members 
Mstep: Class 2 contains 43557 members 
Entering Unmasked Estep 
Score: -15683534.000000 Penalty: 5640.035645
	Iteration 162Q: 3 clusters Score -1.568353e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 43549 members 
Entering Unmasked Estep 
Score: -15683536.000000 Penalty: 5640.035645
	Iteration 163Q: 3 clusters Score -1.568354e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43236 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -15683549.000000 Penalty: 5640.035645
	Iteration 164Q: 3 clusters Score -1.568355e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43243 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -15683563.000000 Penalty: 5640.035645
	Iteration 165Q: 3 clusters Score -1.568356e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 43525 members 
Entering Unmasked Estep 
Score: -15683558.000000 Penalty: 5640.035645
	Iteration 166Q: 3 clusters Score -1.568356e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43253 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -15683556.000000 Penalty: 5640.035645
	Iteration 167Q: 3 clusters Score -1.568356e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
Score: -15683555.000000 Penalty: 5640.035645
	Iteration 168Q: 3 clusters Score -1.568356e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -15683551.000000 Penalty: 5640.035645
	Iteration 169Q: 3 clusters Score -1.568355e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 43516 members 
Entering Unmasked Estep 
Score: -15683554.000000 Penalty: 5640.035645
	Iteration 170Q: 3 clusters Score -1.568355e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43251 members 
Mstep: Class 2 contains 43521 members 
Entering Unmasked Estep 
Score: -15683562.000000 Penalty: 5640.035645
	Iteration 171Q: 3 clusters Score -1.568356e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
Score: -15683550.000000 Penalty: 5640.035645
	Iteration 172Q: 3 clusters Score -1.568355e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43259 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -15683530.000000 Penalty: 5640.035645
	Iteration 173Q: 3 clusters Score -1.568353e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43267 members 
Mstep: Class 2 contains 43505 members 
Entering Unmasked Estep 
Score: -15683532.000000 Penalty: 5640.035645
	Iteration 174Q: 3 clusters Score -1.568353e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43267 members 
Mstep: Class 2 contains 43505 members 
Entering Unmasked Estep 
Score: -15683559.000000 Penalty: 5640.035645
	Iteration 175Q: 3 clusters Score -1.568356e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43267 members 
Mstep: Class 2 contains 43505 members 
Entering Unmasked Estep 
Score: -15683568.000000 Penalty: 5640.035645
	Iteration 176Q: 3 clusters Score -1.568357e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43267 members 
Mstep: Class 2 contains 43505 members 
Entering Unmasked Estep 
Score: -15683562.000000 Penalty: 5640.035645
	Iteration 177Q: 3 clusters Score -1.568356e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
Score: -15683551.000000 Penalty: 5640.035645
	Iteration 178Q: 3 clusters Score -1.568355e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43254 members 
Mstep: Class 2 contains 43518 members 
Entering Unmasked Estep 
Score: -15683567.000000 Penalty: 5640.035645
	Iteration 179Q: 3 clusters Score -1.568357e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
Score: -15683571.000000 Penalty: 5640.035645
	Iteration 180F: 3 clusters Score -1.568357e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43267 members 
Mstep: Class 2 contains 43505 members 
Entering Unmasked Estep 
Score: -15683580.000000 Penalty: 5640.035645
	Iteration 181Q: 3 clusters Score -1.568358e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43275 members 
Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
Score: -15683573.000000 Penalty: 5640.035645
	Iteration 182Q: 3 clusters Score -1.568357e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43280 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -15683573.000000 Penalty: 5640.035645
	Iteration 183Q: 3 clusters Score -1.568357e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43275 members 
Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
Score: -15683583.000000 Penalty: 5640.035645
	Iteration 184Q: 3 clusters Score -1.568358e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43265 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -15683587.000000 Penalty: 5640.035645
	Iteration 185Q: 3 clusters Score -1.568359e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43262 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -15683594.000000 Penalty: 5640.035645
	Iteration 186Q: 3 clusters Score -1.568359e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43262 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -15683596.000000 Penalty: 5640.035645
	Iteration 187Q: 3 clusters Score -1.56836e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43261 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -15683588.000000 Penalty: 5640.035645
	Iteration 188Q: 3 clusters Score -1.568359e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43260 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -15683603.000000 Penalty: 5640.035645
	Iteration 189Q: 3 clusters Score -1.56836e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43260 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -15683614.000000 Penalty: 5640.035645
	Iteration 190Q: 3 clusters Score -1.568361e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43265 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -15683594.000000 Penalty: 5640.035645
	Iteration 191Q: 3 clusters Score -1.568359e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43268 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -15683594.000000 Penalty: 5640.035645
	Iteration 192Q: 3 clusters Score -1.568359e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43267 members 
Mstep: Class 2 contains 43505 members 
Entering Unmasked Estep 
Score: -15683581.000000 Penalty: 5640.035645
	Iteration 193Q: 3 clusters Score -1.568358e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43254 members 
Mstep: Class 2 contains 43518 members 
Entering Unmasked Estep 
Score: -15683570.000000 Penalty: 5640.035645
	Iteration 194Q: 3 clusters Score -1.568357e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43242 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -15683565.000000 Penalty: 5640.035645
	Iteration 195Q: 3 clusters Score -1.568356e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43239 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -15683561.000000 Penalty: 5640.035645
	Iteration 196Q: 3 clusters Score -1.568356e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43232 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -15683551.000000 Penalty: 5640.035645
	Iteration 197Q: 3 clusters Score -1.568355e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -15683552.000000 Penalty: 5640.035645
	Iteration 198Q: 3 clusters Score -1.568355e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43202 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -15683547.000000 Penalty: 5640.035645
	Iteration 199Q: 3 clusters Score -1.568355e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43181 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -15683541.000000 Penalty: 5640.035645
	Iteration 200F: 3 clusters Score -1.568354e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43158 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
Score: -15683546.000000 Penalty: 5640.035645
	Iteration 201Q: 3 clusters Score -1.568355e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -15683543.000000 Penalty: 5640.035645
	Iteration 202Q: 3 clusters Score -1.568354e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43122 members 
Mstep: Class 2 contains 43650 members 
Entering Unmasked Estep 
Score: -15683547.000000 Penalty: 5640.035645
	Iteration 203Q: 3 clusters Score -1.568355e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43117 members 
Mstep: Class 2 contains 43655 members 
Entering Unmasked Estep 
Score: -15683531.000000 Penalty: 5640.035645
	Iteration 204Q: 3 clusters Score -1.568353e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -15683546.000000 Penalty: 5640.035645
	Iteration 205Q: 3 clusters Score -1.568355e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -15683547.000000 Penalty: 5640.035645
	Iteration 206Q: 3 clusters Score -1.568355e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 43679 members 
Entering Unmasked Estep 
Score: -15683542.000000 Penalty: 5640.035645
	Iteration 207Q: 3 clusters Score -1.568354e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 43681 members 
Entering Unmasked Estep 
Score: -15683542.000000 Penalty: 5640.035645
	Iteration 208Q: 3 clusters Score -1.568354e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 43681 members 
Entering Unmasked Estep 
Score: -15683535.000000 Penalty: 5640.035645
	Iteration 209Q: 3 clusters Score -1.568354e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43090 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -15683535.000000 Penalty: 5640.035645
	Iteration 210Q: 3 clusters Score -1.568354e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43090 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -15683548.000000 Penalty: 5640.035645
	Iteration 211Q: 3 clusters Score -1.568355e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 43681 members 
Entering Unmasked Estep 
Score: -15683556.000000 Penalty: 5640.035645
	Iteration 212Q: 3 clusters Score -1.568356e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43096 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -15683540.000000 Penalty: 5640.035645
	Iteration 213Q: 3 clusters Score -1.568354e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43094 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -15683527.000000 Penalty: 5640.035645
	Iteration 214Q: 3 clusters Score -1.568353e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43092 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -15683541.000000 Penalty: 5640.035645
	Iteration 215Q: 3 clusters Score -1.568354e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43087 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -15683547.000000 Penalty: 5640.035645
	Iteration 216Q: 3 clusters Score -1.568355e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -15683555.000000 Penalty: 5640.035645
	Iteration 217Q: 3 clusters Score -1.568356e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -15683556.000000 Penalty: 5640.035645
	Iteration 218Q: 3 clusters Score -1.568356e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -15683538.000000 Penalty: 5640.035645
	Iteration 219Q: 3 clusters Score -1.568354e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43075 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -15683547.000000 Penalty: 5640.035645
	Iteration 220F: 3 clusters Score -1.568355e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 43694 members 
Entering Unmasked Estep 
Score: -15683540.000000 Penalty: 5640.035645
	Iteration 221Q: 3 clusters Score -1.568354e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -15683537.000000 Penalty: 5640.035645
	Iteration 222Q: 3 clusters Score -1.568354e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 43698 members 
Entering Unmasked Estep 
Score: -15683534.000000 Penalty: 5640.035645
	Iteration 223Q: 3 clusters Score -1.568353e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -15683535.000000 Penalty: 5640.035645
	Iteration 224Q: 3 clusters Score -1.568354e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -15683537.000000 Penalty: 5640.035645
	Iteration 225Q: 3 clusters Score -1.568354e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43073 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -15683527.000000 Penalty: 5640.035645
	Iteration 226Q: 3 clusters Score -1.568353e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43071 members 
Mstep: Class 2 contains 43701 members 
Entering Unmasked Estep 
Score: -15683508.000000 Penalty: 5640.035645
	Iteration 227Q: 3 clusters Score -1.568351e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43072 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -15683513.000000 Penalty: 5640.035645
	Iteration 228Q: 3 clusters Score -1.568351e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -15683517.000000 Penalty: 5640.035645
	Iteration 229Q: 3 clusters Score -1.568352e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -15683537.000000 Penalty: 5640.035645
	Iteration 230Q: 3 clusters Score -1.568354e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43061 members 
Mstep: Class 2 contains 43711 members 
Entering Unmasked Estep 
Score: -15683512.000000 Penalty: 5640.035645
	Iteration 231Q: 3 clusters Score -1.568351e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43063 members 
Mstep: Class 2 contains 43709 members 
Entering Unmasked Estep 
Score: -15683512.000000 Penalty: 5640.035645
	Iteration 232Q: 3 clusters Score -1.568351e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -15683517.000000 Penalty: 5640.035645
	Iteration 233Q: 3 clusters Score -1.568352e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43061 members 
Mstep: Class 2 contains 43711 members 
Entering Unmasked Estep 
Score: -15683513.000000 Penalty: 5640.035645
	Iteration 234Q: 3 clusters Score -1.568351e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43053 members 
Mstep: Class 2 contains 43719 members 
Entering Unmasked Estep 
Score: -15683507.000000 Penalty: 5640.035645
	Iteration 235Q: 3 clusters Score -1.568351e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 43727 members 
Entering Unmasked Estep 
Score: -15683516.000000 Penalty: 5640.035645
	Iteration 236Q: 3 clusters Score -1.568352e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43033 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -15683510.000000 Penalty: 5640.035645
	Iteration 237Q: 3 clusters Score -1.568351e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43023 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -15683515.000000 Penalty: 5640.035645
	Iteration 238Q: 3 clusters Score -1.568352e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43015 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -15683508.000000 Penalty: 5640.035645
	Iteration 239Q: 3 clusters Score -1.568351e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -15683502.000000 Penalty: 5640.035645
	Iteration 240F: 3 clusters Score -1.56835e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 43766 members 
Entering Unmasked Estep 
Score: -15683506.000000 Penalty: 5640.035645
	Iteration 241Q: 3 clusters Score -1.568351e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42996 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
Score: -15683510.000000 Penalty: 5640.035645
	Iteration 242Q: 3 clusters Score -1.568351e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -15683512.000000 Penalty: 5640.035645
	Iteration 243Q: 3 clusters Score -1.568351e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -15683512.000000 Penalty: 5640.035645
	Iteration 244Q: 3 clusters Score -1.568351e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42983 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -15683505.000000 Penalty: 5640.035645
	Iteration 245Q: 3 clusters Score -1.56835e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -15683515.000000 Penalty: 5640.035645
	Iteration 246Q: 3 clusters Score -1.568352e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -15683520.000000 Penalty: 5640.035645
	Iteration 247Q: 3 clusters Score -1.568352e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -15683549.000000 Penalty: 5640.035645
	Iteration 248Q: 3 clusters Score -1.568355e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42999 members 
Mstep: Class 2 contains 43773 members 
Entering Unmasked Estep 
Score: -15683538.000000 Penalty: 5640.035645
	Iteration 249Q: 3 clusters Score -1.568354e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -15683530.000000 Penalty: 5640.035645
	Iteration 250Q: 3 clusters Score -1.568353e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -15683543.000000 Penalty: 5640.035645
	Iteration 251Q: 3 clusters Score -1.568354e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 43771 members 
Entering Unmasked Estep 
Score: -15683543.000000 Penalty: 5640.035645
	Iteration 252Q: 3 clusters Score -1.568354e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 43772 members 
Entering Unmasked Estep 
Score: -15683546.000000 Penalty: 5640.035645
	Iteration 253Q: 3 clusters Score -1.568355e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -15683569.000000 Penalty: 5640.035645
	Iteration 254Q: 3 clusters Score -1.568357e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43009 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -15683571.000000 Penalty: 5640.035645
	Iteration 255Q: 3 clusters Score -1.568357e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -15683570.000000 Penalty: 5640.035645
	Iteration 256Q: 3 clusters Score -1.568357e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -15683578.000000 Penalty: 5640.035645
	Iteration 257Q: 3 clusters Score -1.568358e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -15683576.000000 Penalty: 5640.035645
	Iteration 258Q: 3 clusters Score -1.568358e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43026 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -15683565.000000 Penalty: 5640.035645
	Iteration 259Q: 3 clusters Score -1.568356e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -15683571.000000 Penalty: 5640.035645
	Iteration 260F: 3 clusters Score -1.568357e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43036 members 
Mstep: Class 2 contains 43736 members 
Entering Unmasked Estep 
Score: -15683560.000000 Penalty: 5640.035645
	Iteration 261Q: 3 clusters Score -1.568356e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 43727 members 
Entering Unmasked Estep 
Score: -15683541.000000 Penalty: 5640.035645
	Iteration 262Q: 3 clusters Score -1.568354e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43050 members 
Mstep: Class 2 contains 43722 members 
Entering Unmasked Estep 
Score: -15683544.000000 Penalty: 5640.035645
	Iteration 263Q: 3 clusters Score -1.568354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43054 members 
Mstep: Class 2 contains 43718 members 
Entering Unmasked Estep 
Score: -15683552.000000 Penalty: 5640.035645
	Iteration 264Q: 3 clusters Score -1.568355e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -15683555.000000 Penalty: 5640.035645
	Iteration 265Q: 3 clusters Score -1.568356e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43063 members 
Mstep: Class 2 contains 43709 members 
Entering Unmasked Estep 
Score: -15683556.000000 Penalty: 5640.035645
	Iteration 266Q: 3 clusters Score -1.568356e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -15683547.000000 Penalty: 5640.035645
	Iteration 267Q: 3 clusters Score -1.568355e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -15683548.000000 Penalty: 5640.035645
	Iteration 268Q: 3 clusters Score -1.568355e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43073 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -15683536.000000 Penalty: 5640.035645
	Iteration 269Q: 3 clusters Score -1.568354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43073 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -15683547.000000 Penalty: 5640.035645
	Iteration 270Q: 3 clusters Score -1.568355e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 43698 members 
Entering Unmasked Estep 
Score: -15683563.000000 Penalty: 5640.035645
	Iteration 271Q: 3 clusters Score -1.568356e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43073 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -15683567.000000 Penalty: 5640.035645
	Iteration 272Q: 3 clusters Score -1.568357e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -15683559.000000 Penalty: 5640.035645
	Iteration 273Q: 3 clusters Score -1.568356e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -15683560.000000 Penalty: 5640.035645
	Iteration 274Q: 3 clusters Score -1.568356e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -15683553.000000 Penalty: 5640.035645
	Iteration 275Q: 3 clusters Score -1.568355e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43078 members 
Mstep: Class 2 contains 43694 members 
Entering Unmasked Estep 
Score: -15683546.000000 Penalty: 5640.035645
	Iteration 276Q: 3 clusters Score -1.568355e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 43689 members 
Entering Unmasked Estep 
Score: -15683537.000000 Penalty: 5640.035645
	Iteration 277Q: 3 clusters Score -1.568354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -15683546.000000 Penalty: 5640.035645
	Iteration 278Q: 3 clusters Score -1.568355e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -15683527.000000 Penalty: 5640.035645
	Iteration 279Q: 3 clusters Score -1.568353e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43090 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -15683513.000000 Penalty: 5640.035645
	Iteration 280F: 3 clusters Score -1.568351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43087 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -15683523.000000 Penalty: 5640.035645
	Iteration 281Q: 3 clusters Score -1.568352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -15683514.000000 Penalty: 5640.035645
	Iteration 282Q: 3 clusters Score -1.568351e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 43689 members 
Entering Unmasked Estep 
Score: -15683511.000000 Penalty: 5640.035645
	Iteration 283Q: 3 clusters Score -1.568351e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 43689 members 
Entering Unmasked Estep 
Score: -15683521.000000 Penalty: 5640.035645
	Iteration 284Q: 3 clusters Score -1.568352e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 43689 members 
Entering Unmasked Estep 
Score: -15683521.000000 Penalty: 5640.035645
	Iteration 285F: 3 clusters Score -1.568352e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 61110 members 
Mstep: Class 3 contains 48538 members 
Mstep: Class 4 contains 57931 members 
Mstep: Class 6 contains 23948 members 
Mstep: Class 8 contains 2944 members 
Mstep: Class 9 contains 58421 members 
Mstep: Class 10 contains 48977 members 
Mstep: Class 11 contains 43083 members 
Mstep: Class 12 contains 1289 members 
Mstep: Class 13 contains 49901 members 
Mstep: Class 15 contains 559 members 
Mstep: Class 16 contains 58279 members 
Mstep: Class 18 contains 50212 members 
Mstep: Class 20 contains 1526 members 
Mstep: Class 21 contains 65825 members 
Mstep: Class 22 contains 1553 members 
Entering Unmasked Estep 
Score: -111096200.000000 Penalty: 56216.398438
Splitting cluster 11 changes total score from -111095272.000000 to -111096200.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 12 (1289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Entering Unmasked Estep 
Score: -230031.828125 Penalty: 1776.082275
	Iteration 0F: 2 clusters Score -230031.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -227851.140625 Penalty: 3552.164551
	Iteration 0F: 3 clusters Score -227851.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -228171.843750 Penalty: 3552.164551
	Iteration 1F: 3 clusters Score -228171.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -228238.953125 Penalty: 3552.164551
	Iteration 2F: 3 clusters Score -228239 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -228288.687500 Penalty: 3552.164551
	Iteration 3Q: 3 clusters Score -228288.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -228317.109375 Penalty: 3552.164551
	Iteration 4Q: 3 clusters Score -228317.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -228333.343750 Penalty: 3552.164551
	Iteration 5Q: 3 clusters Score -228333.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -228348.109375 Penalty: 3552.164551
	Iteration 6Q: 3 clusters Score -228348.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -228356.937500 Penalty: 3552.164551
	Iteration 7Q: 3 clusters Score -228356.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -228361.921875 Penalty: 3552.164551
	Iteration 8Q: 3 clusters Score -228361.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -228370.093750 Penalty: 3552.164551
	Iteration 9Q: 3 clusters Score -228370.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -228376.671875 Penalty: 3552.164551
	Iteration 10Q: 3 clusters Score -228376.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -228381.765625 Penalty: 3552.164551
	Iteration 11Q: 3 clusters Score -228381.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -228385.656250 Penalty: 3552.164551
	Iteration 12Q: 3 clusters Score -228385.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -228386.593750 Penalty: 3552.164551
	Iteration 13Q: 3 clusters Score -228386.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -228392.093750 Penalty: 3552.164551
	Iteration 14Q: 3 clusters Score -228392.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -228403.578125 Penalty: 3552.164551
	Iteration 15Q: 3 clusters Score -228403.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -228408.656250 Penalty: 3552.164551
	Iteration 16Q: 3 clusters Score -228408.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -228410.421875 Penalty: 3552.164551
	Iteration 17Q: 3 clusters Score -228410.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -228411.171875 Penalty: 3552.164551
	Iteration 18Q: 3 clusters Score -228411.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -228411.187500 Penalty: 3552.164551
	Iteration 19Q: 3 clusters Score -228411.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -228411.187500 Penalty: 3552.164551
	Iteration 20F: 3 clusters Score -228411.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (49901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49901 members 
Entering Unmasked Estep 
Score: -9106272.000000 Penalty: 2682.813477
	Iteration 0F: 2 clusters Score -9106272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -9077060.000000 Penalty: 5365.626953
	Iteration 0F: 3 clusters Score -9077060 nChanged 23067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 24326 members 
Entering Unmasked Estep 
Score: -9090346.000000 Penalty: 5365.626953
	Iteration 1F: 3 clusters Score -9090346 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -9091731.000000 Penalty: 5365.626953
	Iteration 2F: 3 clusters Score -9091731 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -9093571.000000 Penalty: 5365.626953
	Iteration 3F: 3 clusters Score -9093571 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28022 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -9095883.000000 Penalty: 5365.626953
	Iteration 4F: 3 clusters Score -9095883 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -9098490.000000 Penalty: 5365.626953
	Iteration 5F: 3 clusters Score -9098490 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -9101369.000000 Penalty: 5365.626953
	Iteration 6F: 3 clusters Score -9101369 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -9103459.000000 Penalty: 5365.626953
	Iteration 7F: 3 clusters Score -9103459 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -9104608.000000 Penalty: 5365.626953
	Iteration 8Q: 3 clusters Score -9104608 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -9105262.000000 Penalty: 5365.626953
	Iteration 9Q: 3 clusters Score -9105262 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -9105765.000000 Penalty: 5365.626953
	Iteration 10Q: 3 clusters Score -9105765 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -9106163.000000 Penalty: 5365.626953
	Iteration 11Q: 3 clusters Score -9106163 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38128 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -9106493.000000 Penalty: 5365.626953
	Iteration 12Q: 3 clusters Score -9106493 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -9106792.000000 Penalty: 5365.626953
	Iteration 13Q: 3 clusters Score -9106792 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39675 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -9107081.000000 Penalty: 5365.626953
	Iteration 14Q: 3 clusters Score -9107081 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40407 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -9107279.000000 Penalty: 5365.626953
	Iteration 15Q: 3 clusters Score -9107279 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -9107504.000000 Penalty: 5365.626953
	Iteration 16Q: 3 clusters Score -9107504 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -9107714.000000 Penalty: 5365.626953
	Iteration 17Q: 3 clusters Score -9107714 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42390 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -9107802.000000 Penalty: 5365.626953
	Iteration 18Q: 3 clusters Score -9107802 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -9107854.000000 Penalty: 5365.626953
	Iteration 19Q: 3 clusters Score -9107854 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -9107831.000000 Penalty: 5365.626953
	Iteration 20F: 3 clusters Score -9107831 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44105 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -9107812.000000 Penalty: 5365.626953
	Iteration 21Q: 3 clusters Score -9107812 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44627 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -9107677.000000 Penalty: 5365.626953
	Iteration 22Q: 3 clusters Score -9107677 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45087 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -9107587.000000 Penalty: 5365.626953
	Iteration 23Q: 3 clusters Score -9107587 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -9107461.000000 Penalty: 5365.626953
	Iteration 24Q: 3 clusters Score -9107461 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45841 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -9107287.000000 Penalty: 5365.626953
	Iteration 25Q: 3 clusters Score -9107287 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46151 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -9107202.000000 Penalty: 5365.626953
	Iteration 26Q: 3 clusters Score -9107202 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46419 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -9107095.000000 Penalty: 5365.626953
	Iteration 27Q: 3 clusters Score -9107095 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46644 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -9107026.000000 Penalty: 5365.626953
	Iteration 28Q: 3 clusters Score -9107026 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46826 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -9106904.000000 Penalty: 5365.626953
	Iteration 29Q: 3 clusters Score -9106904 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46969 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -9106850.000000 Penalty: 5365.626953
	Iteration 30Q: 3 clusters Score -9106850 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -9106792.000000 Penalty: 5365.626953
	Iteration 31Q: 3 clusters Score -9106792 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47212 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -9106696.000000 Penalty: 5365.626953
	Iteration 32Q: 3 clusters Score -9106696 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47325 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -9106599.000000 Penalty: 5365.626953
	Iteration 33Q: 3 clusters Score -9106599 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47423 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -9106509.000000 Penalty: 5365.626953
	Iteration 34Q: 3 clusters Score -9106509 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47513 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -9106469.000000 Penalty: 5365.626953
	Iteration 35Q: 3 clusters Score -9106469 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47601 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -9106413.000000 Penalty: 5365.626953
	Iteration 36Q: 3 clusters Score -9106413 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47657 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -9106376.000000 Penalty: 5365.626953
	Iteration 37Q: 3 clusters Score -9106376 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47713 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -9106326.000000 Penalty: 5365.626953
	Iteration 38Q: 3 clusters Score -9106326 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47762 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -9106295.000000 Penalty: 5365.626953
	Iteration 39Q: 3 clusters Score -9106295 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47802 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -9106268.000000 Penalty: 5365.626953
	Iteration 40F: 3 clusters Score -9106268 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47846 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -9106226.000000 Penalty: 5365.626953
	Iteration 41Q: 3 clusters Score -9106226 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47894 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -9106185.000000 Penalty: 5365.626953
	Iteration 42Q: 3 clusters Score -9106185 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47950 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -9106167.000000 Penalty: 5365.626953
	Iteration 43Q: 3 clusters Score -9106167 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47994 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -9106108.000000 Penalty: 5365.626953
	Iteration 44Q: 3 clusters Score -9106108 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48038 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -9106062.000000 Penalty: 5365.626953
	Iteration 45Q: 3 clusters Score -9106062 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48072 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -9106038.000000 Penalty: 5365.626953
	Iteration 46Q: 3 clusters Score -9106038 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48102 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -9106001.000000 Penalty: 5365.626953
	Iteration 47Q: 3 clusters Score -9106001 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48135 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -9105987.000000 Penalty: 5365.626953
	Iteration 48Q: 3 clusters Score -9105987 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48162 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -9105976.000000 Penalty: 5365.626953
	Iteration 49Q: 3 clusters Score -9105976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48181 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -9105965.000000 Penalty: 5365.626953
	Iteration 50Q: 3 clusters Score -9105965 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48197 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -9105955.000000 Penalty: 5365.626953
	Iteration 51Q: 3 clusters Score -9105955 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48217 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -9105934.000000 Penalty: 5365.626953
	Iteration 52Q: 3 clusters Score -9105934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48231 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -9105911.000000 Penalty: 5365.626953
	Iteration 53Q: 3 clusters Score -9105911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48239 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -9105903.000000 Penalty: 5365.626953
	Iteration 54Q: 3 clusters Score -9105903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48243 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -9105896.000000 Penalty: 5365.626953
	Iteration 55Q: 3 clusters Score -9105896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48245 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -9105894.000000 Penalty: 5365.626953
	Iteration 56Q: 3 clusters Score -9105894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48248 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -9105898.000000 Penalty: 5365.626953
	Iteration 57Q: 3 clusters Score -9105898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48256 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -9105890.000000 Penalty: 5365.626953
	Iteration 58Q: 3 clusters Score -9105890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48264 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -9105878.000000 Penalty: 5365.626953
	Iteration 59Q: 3 clusters Score -9105878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48265 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -9105881.000000 Penalty: 5365.626953
	Iteration 60F: 3 clusters Score -9105881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48266 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -9105878.000000 Penalty: 5365.626953
	Iteration 61Q: 3 clusters Score -9105878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48266 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -9105878.000000 Penalty: 5365.626953
	Iteration 62F: 3 clusters Score -9105878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Entering Unmasked Estep 
Score: -89951.601562 Penalty: 1568.885010
	Iteration 0F: 2 clusters Score -89951.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -88469.187500 Penalty: 3137.770020
	Iteration 0F: 3 clusters Score -88469.19 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -88988.171875 Penalty: 3137.770020
	Iteration 1F: 3 clusters Score -88988.17 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -89382.210938 Penalty: 3137.770020
	Iteration 2F: 3 clusters Score -89382.21 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -89775.726562 Penalty: 3137.770020
	Iteration 3F: 3 clusters Score -89775.73 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -90045.101562 Penalty: 3137.770020
	Iteration 4F: 3 clusters Score -90045.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -90131.406250 Penalty: 3137.770020
	Iteration 5Q: 3 clusters Score -90131.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -90170.445312 Penalty: 3137.770020
	Iteration 6Q: 3 clusters Score -90170.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -90177.835938 Penalty: 3137.770020
	Iteration 7Q: 3 clusters Score -90177.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -90186.906250 Penalty: 3137.770020
	Iteration 8Q: 3 clusters Score -90186.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -90204.929688 Penalty: 3137.770020
	Iteration 9Q: 3 clusters Score -90204.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -90265.109375 Penalty: 3137.770020
	Iteration 10Q: 3 clusters Score -90265.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -90335.023438 Penalty: 3137.770020
	Iteration 11Q: 3 clusters Score -90335.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -90402.101562 Penalty: 3137.770020
	Iteration 12Q: 3 clusters Score -90402.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -90450.609375 Penalty: 3137.770020
	Iteration 13Q: 3 clusters Score -90450.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -90475.132812 Penalty: 3137.770020
	Iteration 14Q: 3 clusters Score -90475.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -90484.960938 Penalty: 3137.770020
	Iteration 15Q: 3 clusters Score -90484.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -90492.000000 Penalty: 3137.770020
	Iteration 16Q: 3 clusters Score -90492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -90499.039062 Penalty: 3137.770020
	Iteration 17Q: 3 clusters Score -90499.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -90503.679688 Penalty: 3137.770020
	Iteration 18Q: 3 clusters Score -90503.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -90510.750000 Penalty: 3137.770020
	Iteration 19Q: 3 clusters Score -90510.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -90517.320312 Penalty: 3137.770020
	Iteration 20F: 3 clusters Score -90517.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -90522.953125 Penalty: 3137.770020
	Iteration 21Q: 3 clusters Score -90522.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -90528.101562 Penalty: 3137.770020
	Iteration 22Q: 3 clusters Score -90528.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -90547.351562 Penalty: 3137.770020
	Iteration 23Q: 3 clusters Score -90547.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -90574.890625 Penalty: 3137.770020
	Iteration 24Q: 3 clusters Score -90574.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -90613.359375 Penalty: 3137.770020
	Iteration 25Q: 3 clusters Score -90613.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -90713.156250 Penalty: 3137.770020
	Iteration 26Q: 3 clusters Score -90713.16 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -91010.953125 Penalty: 3137.770020
	Iteration 27Q: 3 clusters Score -91010.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -91283.218750 Penalty: 3137.770020
	Iteration 28Q: 3 clusters Score -91283.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -91434.375000 Penalty: 3137.770020
	Iteration 29Q: 3 clusters Score -91434.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -91525.710938 Penalty: 3137.770020
	Iteration 30Q: 3 clusters Score -91525.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -91577.617188 Penalty: 3137.770020
	Iteration 31Q: 3 clusters Score -91577.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -91596.859375 Penalty: 3137.770020
	Iteration 32Q: 3 clusters Score -91596.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -91596.859375 Penalty: 3137.770020
	Iteration 33F: 3 clusters Score -91596.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 61110 members 
Mstep: Class 3 contains 48538 members 
Mstep: Class 4 contains 57931 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 23948 members 
Mstep: Class 8 contains 2944 members 
Mstep: Class 9 contains 58421 members 
Mstep: Class 10 contains 48977 members 
Mstep: Class 11 contains 43083 members 
Mstep: Class 12 contains 1289 members 
Mstep: Class 13 contains 49901 members 
Mstep: Class 15 contains 270 members 
Mstep: Class 16 contains 58279 members 
Mstep: Class 18 contains 50212 members 
Mstep: Class 20 contains 1526 members 
Mstep: Class 21 contains 65825 members 
Mstep: Class 22 contains 1553 members 
Entering Unmasked Estep 
Score: -111096152.000000 Penalty: 59523.246094
Splitting cluster 15 changes total score from -111095272.000000 to -111096152.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 16 (58279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58279 members 
Entering Unmasked Estep 
Score: -10596653.000000 Penalty: 2721.303223
	Iteration 0F: 2 clusters Score -1.059665e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -10564371.000000 Penalty: 5442.606445
	Iteration 0F: 3 clusters Score -1.056437e+07 nChanged 27134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -10579296.000000 Penalty: 5442.606445
	Iteration 1F: 3 clusters Score -1.05793e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -10580026.000000 Penalty: 5442.606445
	Iteration 2Q: 3 clusters Score -1.058003e+07 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -10580841.000000 Penalty: 5442.606445
	Iteration 3Q: 3 clusters Score -1.058084e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -10582151.000000 Penalty: 5442.606445
	Iteration 4Q: 3 clusters Score -1.058215e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -10584101.000000 Penalty: 5442.606445
	Iteration 5F: 3 clusters Score -1.05841e+07 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -10587135.000000 Penalty: 5442.606445
	Iteration 6F: 3 clusters Score -1.058714e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 46315 members 
Entering Unmasked Estep 
Score: -10590588.000000 Penalty: 5442.606445
	Iteration 7F: 3 clusters Score -1.059059e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 50457 members 
Entering Unmasked Estep 
Score: -10592697.000000 Penalty: 5442.606445
	Iteration 8F: 3 clusters Score -1.05927e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 53203 members 
Entering Unmasked Estep 
Score: -10593848.000000 Penalty: 5442.606445
	Iteration 9F: 3 clusters Score -1.059385e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 54709 members 
Entering Unmasked Estep 
Score: -10594419.000000 Penalty: 5442.606445
	Iteration 10Q: 3 clusters Score -1.059442e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 55488 members 
Entering Unmasked Estep 
Score: -10594769.000000 Penalty: 5442.606445
	Iteration 11Q: 3 clusters Score -1.059477e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 55905 members 
Entering Unmasked Estep 
Score: -10594894.000000 Penalty: 5442.606445
	Iteration 12Q: 3 clusters Score -1.059489e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 56123 members 
Entering Unmasked Estep 
Score: -10595029.000000 Penalty: 5442.606445
	Iteration 13Q: 3 clusters Score -1.059503e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 56280 members 
Entering Unmasked Estep 
Score: -10595095.000000 Penalty: 5442.606445
	Iteration 14Q: 3 clusters Score -1.05951e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 56385 members 
Entering Unmasked Estep 
Score: -10595132.000000 Penalty: 5442.606445
	Iteration 15Q: 3 clusters Score -1.059513e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 56472 members 
Entering Unmasked Estep 
Score: -10595141.000000 Penalty: 5442.606445
	Iteration 16Q: 3 clusters Score -1.059514e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 56539 members 
Entering Unmasked Estep 
Score: -10595158.000000 Penalty: 5442.606445
	Iteration 17Q: 3 clusters Score -1.059516e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 56608 members 
Entering Unmasked Estep 
Score: -10595165.000000 Penalty: 5442.606445
	Iteration 18Q: 3 clusters Score -1.059516e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 56651 members 
Entering Unmasked Estep 
Score: -10595153.000000 Penalty: 5442.606445
	Iteration 19Q: 3 clusters Score -1.059515e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 56675 members 
Entering Unmasked Estep 
Score: -10595132.000000 Penalty: 5442.606445
	Iteration 20F: 3 clusters Score -1.059513e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 56690 members 
Entering Unmasked Estep 
Score: -10595117.000000 Penalty: 5442.606445
	Iteration 21Q: 3 clusters Score -1.059512e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 56702 members 
Entering Unmasked Estep 
Score: -10595113.000000 Penalty: 5442.606445
	Iteration 22Q: 3 clusters Score -1.059511e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 56713 members 
Entering Unmasked Estep 
Score: -10595115.000000 Penalty: 5442.606445
	Iteration 23Q: 3 clusters Score -1.059512e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 56715 members 
Entering Unmasked Estep 
Score: -10595118.000000 Penalty: 5442.606445
	Iteration 24Q: 3 clusters Score -1.059512e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 56722 members 
Entering Unmasked Estep 
Score: -10595128.000000 Penalty: 5442.606445
	Iteration 25Q: 3 clusters Score -1.059513e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 56723 members 
Entering Unmasked Estep 
Score: -10595120.000000 Penalty: 5442.606445
	Iteration 26Q: 3 clusters Score -1.059512e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 56730 members 
Entering Unmasked Estep 
Score: -10595126.000000 Penalty: 5442.606445
	Iteration 27Q: 3 clusters Score -1.059513e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 56740 members 
Entering Unmasked Estep 
Score: -10595124.000000 Penalty: 5442.606445
	Iteration 28Q: 3 clusters Score -1.059512e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 56749 members 
Entering Unmasked Estep 
Score: -10595119.000000 Penalty: 5442.606445
	Iteration 29Q: 3 clusters Score -1.059512e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 56751 members 
Entering Unmasked Estep 
Score: -10595132.000000 Penalty: 5442.606445
	Iteration 30Q: 3 clusters Score -1.059513e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 56753 members 
Entering Unmasked Estep 
Score: -10595126.000000 Penalty: 5442.606445
	Iteration 31Q: 3 clusters Score -1.059513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 56757 members 
Entering Unmasked Estep 
Score: -10595122.000000 Penalty: 5442.606445
	Iteration 32Q: 3 clusters Score -1.059512e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 56760 members 
Entering Unmasked Estep 
Score: -10595128.000000 Penalty: 5442.606445
	Iteration 33Q: 3 clusters Score -1.059513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 56762 members 
Entering Unmasked Estep 
Score: -10595131.000000 Penalty: 5442.606445
	Iteration 34Q: 3 clusters Score -1.059513e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 56762 members 
Entering Unmasked Estep 
Score: -10595131.000000 Penalty: 5442.606445
	Iteration 35F: 3 clusters Score -1.059513e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (50212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50212 members 
Entering Unmasked Estep 
Score: -9236706.000000 Penalty: 2684.354248
	Iteration 0F: 2 clusters Score -9236706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -9208340.000000 Penalty: 5368.708496
	Iteration 0F: 3 clusters Score -9208340 nChanged 23232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -9221500.000000 Penalty: 5368.708496
	Iteration 1F: 3 clusters Score -9221500 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -9222357.000000 Penalty: 5368.708496
	Iteration 2Q: 3 clusters Score -9222357 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26828 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -9223366.000000 Penalty: 5368.708496
	Iteration 3Q: 3 clusters Score -9223366 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -9224525.000000 Penalty: 5368.708496
	Iteration 4F: 3 clusters Score -9224525 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -9226244.000000 Penalty: 5368.708496
	Iteration 5F: 3 clusters Score -9226244 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31040 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -9228631.000000 Penalty: 5368.708496
	Iteration 6F: 3 clusters Score -9228631 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -9231769.000000 Penalty: 5368.708496
	Iteration 7F: 3 clusters Score -9231769 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -9234473.000000 Penalty: 5368.708496
	Iteration 8F: 3 clusters Score -9234473 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -9235804.000000 Penalty: 5368.708496
	Iteration 9Q: 3 clusters Score -9235804 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -9236199.000000 Penalty: 5368.708496
	Iteration 10Q: 3 clusters Score -9236199 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -9236332.000000 Penalty: 5368.708496
	Iteration 11Q: 3 clusters Score -9236332 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -9236429.000000 Penalty: 5368.708496
	Iteration 12Q: 3 clusters Score -9236429 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -9236543.000000 Penalty: 5368.708496
	Iteration 13Q: 3 clusters Score -9236543 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -9236603.000000 Penalty: 5368.708496
	Iteration 14Q: 3 clusters Score -9236603 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -9236687.000000 Penalty: 5368.708496
	Iteration 15Q: 3 clusters Score -9236687 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -9236768.000000 Penalty: 5368.708496
	Iteration 16Q: 3 clusters Score -9236768 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -9236799.000000 Penalty: 5368.708496
	Iteration 17Q: 3 clusters Score -9236799 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38520 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -9236804.000000 Penalty: 5368.708496
	Iteration 18Q: 3 clusters Score -9236804 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38744 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -9236837.000000 Penalty: 5368.708496
	Iteration 19Q: 3 clusters Score -9236837 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -9236866.000000 Penalty: 5368.708496
	Iteration 20F: 3 clusters Score -9236866 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39147 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -9236932.000000 Penalty: 5368.708496
	Iteration 21Q: 3 clusters Score -9236932 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39333 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -9236944.000000 Penalty: 5368.708496
	Iteration 22Q: 3 clusters Score -9236944 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -9236995.000000 Penalty: 5368.708496
	Iteration 23Q: 3 clusters Score -9236995 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39681 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -9237006.000000 Penalty: 5368.708496
	Iteration 24Q: 3 clusters Score -9237006 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -9236995.000000 Penalty: 5368.708496
	Iteration 25Q: 3 clusters Score -9236995 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -9237020.000000 Penalty: 5368.708496
	Iteration 26Q: 3 clusters Score -9237020 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -9237029.000000 Penalty: 5368.708496
	Iteration 27Q: 3 clusters Score -9237029 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -9237045.000000 Penalty: 5368.708496
	Iteration 28Q: 3 clusters Score -9237045 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -9237067.000000 Penalty: 5368.708496
	Iteration 29Q: 3 clusters Score -9237067 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -9237109.000000 Penalty: 5368.708496
	Iteration 30Q: 3 clusters Score -9237109 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -9237135.000000 Penalty: 5368.708496
	Iteration 31Q: 3 clusters Score -9237135 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -9237168.000000 Penalty: 5368.708496
	Iteration 32Q: 3 clusters Score -9237168 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41260 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -9237222.000000 Penalty: 5368.708496
	Iteration 33Q: 3 clusters Score -9237222 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -9237278.000000 Penalty: 5368.708496
	Iteration 34Q: 3 clusters Score -9237278 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -9237279.000000 Penalty: 5368.708496
	Iteration 35Q: 3 clusters Score -9237279 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -9237365.000000 Penalty: 5368.708496
	Iteration 36Q: 3 clusters Score -9237365 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -9237367.000000 Penalty: 5368.708496
	Iteration 37Q: 3 clusters Score -9237367 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -9237358.000000 Penalty: 5368.708496
	Iteration 38Q: 3 clusters Score -9237358 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -9237357.000000 Penalty: 5368.708496
	Iteration 39Q: 3 clusters Score -9237357 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -9237356.000000 Penalty: 5368.708496
	Iteration 40F: 3 clusters Score -9237356 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43576 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -9237349.000000 Penalty: 5368.708496
	Iteration 41Q: 3 clusters Score -9237349 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -9237320.000000 Penalty: 5368.708496
	Iteration 42Q: 3 clusters Score -9237320 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -9237229.000000 Penalty: 5368.708496
	Iteration 43Q: 3 clusters Score -9237229 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44942 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -9237042.000000 Penalty: 5368.708496
	Iteration 44Q: 3 clusters Score -9237042 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -9236868.000000 Penalty: 5368.708496
	Iteration 45Q: 3 clusters Score -9236868 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -9236705.000000 Penalty: 5368.708496
	Iteration 46Q: 3 clusters Score -9236705 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46210 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -9236537.000000 Penalty: 5368.708496
	Iteration 47Q: 3 clusters Score -9236537 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46523 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -9236348.000000 Penalty: 5368.708496
	Iteration 48Q: 3 clusters Score -9236348 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46804 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -9236185.000000 Penalty: 5368.708496
	Iteration 49Q: 3 clusters Score -9236185 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -9236104.000000 Penalty: 5368.708496
	Iteration 50Q: 3 clusters Score -9236104 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47277 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -9236003.000000 Penalty: 5368.708496
	Iteration 51Q: 3 clusters Score -9236003 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47488 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -9235906.000000 Penalty: 5368.708496
	Iteration 52Q: 3 clusters Score -9235906 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47668 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -9235816.000000 Penalty: 5368.708496
	Iteration 53Q: 3 clusters Score -9235816 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47823 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -9235765.000000 Penalty: 5368.708496
	Iteration 54Q: 3 clusters Score -9235765 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47961 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -9235725.000000 Penalty: 5368.708496
	Iteration 55Q: 3 clusters Score -9235725 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48081 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -9235647.000000 Penalty: 5368.708496
	Iteration 56Q: 3 clusters Score -9235647 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48170 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -9235583.000000 Penalty: 5368.708496
	Iteration 57Q: 3 clusters Score -9235583 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48243 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -9235544.000000 Penalty: 5368.708496
	Iteration 58Q: 3 clusters Score -9235544 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48307 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -9235515.000000 Penalty: 5368.708496
	Iteration 59Q: 3 clusters Score -9235515 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48377 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -9235495.000000 Penalty: 5368.708496
	Iteration 60F: 3 clusters Score -9235495 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48442 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -9235469.000000 Penalty: 5368.708496
	Iteration 61Q: 3 clusters Score -9235469 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -9235426.000000 Penalty: 5368.708496
	Iteration 62Q: 3 clusters Score -9235426 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48575 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -9235399.000000 Penalty: 5368.708496
	Iteration 63Q: 3 clusters Score -9235399 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48632 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -9235386.000000 Penalty: 5368.708496
	Iteration 64Q: 3 clusters Score -9235386 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48686 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -9235359.000000 Penalty: 5368.708496
	Iteration 65Q: 3 clusters Score -9235359 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48736 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -9235363.000000 Penalty: 5368.708496
	Iteration 66Q: 3 clusters Score -9235363 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48784 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -9235339.000000 Penalty: 5368.708496
	Iteration 67Q: 3 clusters Score -9235339 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48828 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -9235328.000000 Penalty: 5368.708496
	Iteration 68Q: 3 clusters Score -9235328 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48866 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -9235318.000000 Penalty: 5368.708496
	Iteration 69Q: 3 clusters Score -9235318 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48902 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -9235316.000000 Penalty: 5368.708496
	Iteration 70Q: 3 clusters Score -9235316 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48938 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -9235318.000000 Penalty: 5368.708496
	Iteration 71Q: 3 clusters Score -9235318 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48970 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -9235320.000000 Penalty: 5368.708496
	Iteration 72Q: 3 clusters Score -9235320 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48998 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -9235318.000000 Penalty: 5368.708496
	Iteration 73Q: 3 clusters Score -9235318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49026 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -9235298.000000 Penalty: 5368.708496
	Iteration 74Q: 3 clusters Score -9235298 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49047 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -9235293.000000 Penalty: 5368.708496
	Iteration 75Q: 3 clusters Score -9235293 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49065 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -9235290.000000 Penalty: 5368.708496
	Iteration 76Q: 3 clusters Score -9235290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49082 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -9235281.000000 Penalty: 5368.708496
	Iteration 77Q: 3 clusters Score -9235281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49095 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -9235277.000000 Penalty: 5368.708496
	Iteration 78Q: 3 clusters Score -9235277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49105 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -9235270.000000 Penalty: 5368.708496
	Iteration 79Q: 3 clusters Score -9235270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49114 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -9235262.000000 Penalty: 5368.708496
	Iteration 80F: 3 clusters Score -9235262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49122 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -9235262.000000 Penalty: 5368.708496
	Iteration 81Q: 3 clusters Score -9235262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49134 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -9235247.000000 Penalty: 5368.708496
	Iteration 82Q: 3 clusters Score -9235247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49139 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -9235231.000000 Penalty: 5368.708496
	Iteration 83Q: 3 clusters Score -9235231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49143 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -9235243.000000 Penalty: 5368.708496
	Iteration 84Q: 3 clusters Score -9235243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49149 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -9235244.000000 Penalty: 5368.708496
	Iteration 85Q: 3 clusters Score -9235244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49156 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -9235252.000000 Penalty: 5368.708496
	Iteration 86Q: 3 clusters Score -9235252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49166 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -9235244.000000 Penalty: 5368.708496
	Iteration 87Q: 3 clusters Score -9235244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49175 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -9235234.000000 Penalty: 5368.708496
	Iteration 88Q: 3 clusters Score -9235234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49181 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -9235233.000000 Penalty: 5368.708496
	Iteration 89Q: 3 clusters Score -9235233 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49189 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -9235219.000000 Penalty: 5368.708496
	Iteration 90Q: 3 clusters Score -9235219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49201 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -9235215.000000 Penalty: 5368.708496
	Iteration 91Q: 3 clusters Score -9235215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49211 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -9235198.000000 Penalty: 5368.708496
	Iteration 92Q: 3 clusters Score -9235198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49218 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -9235201.000000 Penalty: 5368.708496
	Iteration 93Q: 3 clusters Score -9235201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49220 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -9235194.000000 Penalty: 5368.708496
	Iteration 94Q: 3 clusters Score -9235194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49227 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -9235209.000000 Penalty: 5368.708496
	Iteration 95Q: 3 clusters Score -9235209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49228 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -9235202.000000 Penalty: 5368.708496
	Iteration 96Q: 3 clusters Score -9235202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49233 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -9235198.000000 Penalty: 5368.708496
	Iteration 97Q: 3 clusters Score -9235198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49238 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -9235205.000000 Penalty: 5368.708496
	Iteration 98Q: 3 clusters Score -9235205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49240 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -9235198.000000 Penalty: 5368.708496
	Iteration 99Q: 3 clusters Score -9235198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49240 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -9235198.000000 Penalty: 5368.708496
	Iteration 100F: 3 clusters Score -9235198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Entering Unmasked Estep 
Score: -261837.671875 Penalty: 1817.940552
	Iteration 0F: 2 clusters Score -261837.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -259611.312500 Penalty: 3635.881104
	Iteration 0F: 3 clusters Score -259611.3 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -260239.125000 Penalty: 3635.881104
	Iteration 1F: 3 clusters Score -260239.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -260582.796875 Penalty: 3635.881104
	Iteration 2F: 3 clusters Score -260582.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -260794.875000 Penalty: 3635.881104
	Iteration 3F: 3 clusters Score -260794.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -260963.093750 Penalty: 3635.881104
	Iteration 4F: 3 clusters Score -260963.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -261114.453125 Penalty: 3635.881104
	Iteration 5F: 3 clusters Score -261114.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -261227.796875 Penalty: 3635.881104
	Iteration 6Q: 3 clusters Score -261227.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -261353.687500 Penalty: 3635.881104
	Iteration 7Q: 3 clusters Score -261353.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -261466.140625 Penalty: 3635.881104
	Iteration 8Q: 3 clusters Score -261466.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -261530.000000 Penalty: 3635.881104
	Iteration 9Q: 3 clusters Score -261530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -261614.390625 Penalty: 3635.881104
	Iteration 10Q: 3 clusters Score -261614.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -261701.015625 Penalty: 3635.881104
	Iteration 11Q: 3 clusters Score -261701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -261752.656250 Penalty: 3635.881104
	Iteration 12Q: 3 clusters Score -261752.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -261773.437500 Penalty: 3635.881104
	Iteration 13Q: 3 clusters Score -261773.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -261783.781250 Penalty: 3635.881104
	Iteration 14Q: 3 clusters Score -261783.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -261787.640625 Penalty: 3635.881104
	Iteration 15Q: 3 clusters Score -261787.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -261793.515625 Penalty: 3635.881104
	Iteration 16Q: 3 clusters Score -261793.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -261797.312500 Penalty: 3635.881104
	Iteration 17Q: 3 clusters Score -261797.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -261808.453125 Penalty: 3635.881104
	Iteration 18Q: 3 clusters Score -261808.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -261824.718750 Penalty: 3635.881104
	Iteration 19Q: 3 clusters Score -261824.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -261837.468750 Penalty: 3635.881104
	Iteration 20F: 3 clusters Score -261837.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -261856.640625 Penalty: 3635.881104
	Iteration 21Q: 3 clusters Score -261856.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -261872.390625 Penalty: 3635.881104
	Iteration 22Q: 3 clusters Score -261872.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -261891.203125 Penalty: 3635.881104
	Iteration 23Q: 3 clusters Score -261891.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -261905.906250 Penalty: 3635.881104
	Iteration 24Q: 3 clusters Score -261905.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -261915.468750 Penalty: 3635.881104
	Iteration 25Q: 3 clusters Score -261915.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -261921.156250 Penalty: 3635.881104
	Iteration 26Q: 3 clusters Score -261921.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -261922.734375 Penalty: 3635.881104
	Iteration 27Q: 3 clusters Score -261922.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -261927.890625 Penalty: 3635.881104
	Iteration 28Q: 3 clusters Score -261927.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -261931.328125 Penalty: 3635.881104
	Iteration 29Q: 3 clusters Score -261931.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -261938.609375 Penalty: 3635.881104
	Iteration 30Q: 3 clusters Score -261938.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -261941.781250 Penalty: 3635.881104
	Iteration 31Q: 3 clusters Score -261941.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -261942.703125 Penalty: 3635.881104
	Iteration 32Q: 3 clusters Score -261942.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -261945.296875 Penalty: 3635.881104
	Iteration 33Q: 3 clusters Score -261945.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -261945.296875 Penalty: 3635.881104
	Iteration 34F: 3 clusters Score -261945.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 61110 members 
Mstep: Class 3 contains 48538 members 
Mstep: Class 4 contains 57931 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 23948 members 
Mstep: Class 7 contains 954 members 
Mstep: Class 8 contains 2944 members 
Mstep: Class 9 contains 58421 members 
Mstep: Class 10 contains 48977 members 
Mstep: Class 11 contains 43083 members 
Mstep: Class 12 contains 1289 members 
Mstep: Class 13 contains 49901 members 
Mstep: Class 15 contains 270 members 
Mstep: Class 16 contains 58279 members 
Mstep: Class 18 contains 50212 members 
Mstep: Class 20 contains 572 members 
Mstep: Class 21 contains 65825 members 
Mstep: Class 22 contains 1553 members 
Entering Unmasked Estep 
Score: -111094816.000000 Penalty: 62830.093750
Splitting cluster 20 changes total score from -111095272.000000 to -111094816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (65825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65825 members 
Entering Unmasked Estep 
Score: -12007304.000000 Penalty: 2751.499268
	Iteration 0F: 2 clusters Score -1.20073e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
Score: -11976671.000000 Penalty: 5502.998535
	Iteration 0F: 3 clusters Score -1.197667e+07 nChanged 30793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -11994077.000000 Penalty: 5502.998535
	Iteration 1F: 3 clusters Score -1.199408e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -11994956.000000 Penalty: 5502.998535
	Iteration 2Q: 3 clusters Score -1.199496e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -11996224.000000 Penalty: 5502.998535
	Iteration 3Q: 3 clusters Score -1.199622e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -11998076.000000 Penalty: 5502.998535
	Iteration 4F: 3 clusters Score -1.199808e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -12000571.000000 Penalty: 5502.998535
	Iteration 5F: 3 clusters Score -1.200057e+07 nChanged 4397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -12003640.000000 Penalty: 5502.998535
	Iteration 6F: 3 clusters Score -1.200364e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -12007008.000000 Penalty: 5502.998535
	Iteration 7F: 3 clusters Score -1.200701e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 40767 members 
Entering Unmasked Estep 
Score: -12009738.000000 Penalty: 5502.998535
	Iteration 8F: 3 clusters Score -1.200974e+07 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 42007 members 
Entering Unmasked Estep 
Score: -12011390.000000 Penalty: 5502.998535
	Iteration 9Q: 3 clusters Score -1.201139e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 43148 members 
Entering Unmasked Estep 
Score: -12011869.000000 Penalty: 5502.998535
	Iteration 10Q: 3 clusters Score -1.201187e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
Score: -12011991.000000 Penalty: 5502.998535
	Iteration 11Q: 3 clusters Score -1.201199e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -12011794.000000 Penalty: 5502.998535
	Iteration 12Q: 3 clusters Score -1.201179e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 46448 members 
Entering Unmasked Estep 
Score: -12011658.000000 Penalty: 5502.998535
	Iteration 13Q: 3 clusters Score -1.201166e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 47472 members 
Entering Unmasked Estep 
Score: -12011393.000000 Penalty: 5502.998535
	Iteration 14Q: 3 clusters Score -1.201139e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 48307 members 
Entering Unmasked Estep 
Score: -12011175.000000 Penalty: 5502.998535
	Iteration 15Q: 3 clusters Score -1.201118e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 49095 members 
Entering Unmasked Estep 
Score: -12010911.000000 Penalty: 5502.998535
	Iteration 16Q: 3 clusters Score -1.201091e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 49810 members 
Entering Unmasked Estep 
Score: -12010594.000000 Penalty: 5502.998535
	Iteration 17Q: 3 clusters Score -1.201059e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 50409 members 
Entering Unmasked Estep 
Score: -12010364.000000 Penalty: 5502.998535
	Iteration 18Q: 3 clusters Score -1.201036e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 50925 members 
Entering Unmasked Estep 
Score: -12010175.000000 Penalty: 5502.998535
	Iteration 19Q: 3 clusters Score -1.201018e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 51401 members 
Entering Unmasked Estep 
Score: -12009920.000000 Penalty: 5502.998535
	Iteration 20F: 3 clusters Score -1.200992e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 51813 members 
Entering Unmasked Estep 
Score: -12009720.000000 Penalty: 5502.998535
	Iteration 21Q: 3 clusters Score -1.200972e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 52138 members 
Entering Unmasked Estep 
Score: -12009672.000000 Penalty: 5502.998535
	Iteration 22Q: 3 clusters Score -1.200967e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 52454 members 
Entering Unmasked Estep 
Score: -12009583.000000 Penalty: 5502.998535
	Iteration 23Q: 3 clusters Score -1.200958e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 52734 members 
Entering Unmasked Estep 
Score: -12009490.000000 Penalty: 5502.998535
	Iteration 24Q: 3 clusters Score -1.200949e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 52997 members 
Entering Unmasked Estep 
Score: -12009416.000000 Penalty: 5502.998535
	Iteration 25Q: 3 clusters Score -1.200942e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 53244 members 
Entering Unmasked Estep 
Score: -12009356.000000 Penalty: 5502.998535
	Iteration 26Q: 3 clusters Score -1.200936e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 53468 members 
Entering Unmasked Estep 
Score: -12009287.000000 Penalty: 5502.998535
	Iteration 27Q: 3 clusters Score -1.200929e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 53666 members 
Entering Unmasked Estep 
Score: -12009225.000000 Penalty: 5502.998535
	Iteration 28Q: 3 clusters Score -1.200922e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 53854 members 
Entering Unmasked Estep 
Score: -12009152.000000 Penalty: 5502.998535
	Iteration 29Q: 3 clusters Score -1.200915e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 54013 members 
Entering Unmasked Estep 
Score: -12009161.000000 Penalty: 5502.998535
	Iteration 30Q: 3 clusters Score -1.200916e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 54149 members 
Entering Unmasked Estep 
Score: -12009147.000000 Penalty: 5502.998535
	Iteration 31Q: 3 clusters Score -1.200915e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 54264 members 
Entering Unmasked Estep 
Score: -12009168.000000 Penalty: 5502.998535
	Iteration 32Q: 3 clusters Score -1.200917e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 54371 members 
Entering Unmasked Estep 
Score: -12009118.000000 Penalty: 5502.998535
	Iteration 33Q: 3 clusters Score -1.200912e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 54484 members 
Entering Unmasked Estep 
Score: -12009155.000000 Penalty: 5502.998535
	Iteration 34Q: 3 clusters Score -1.200916e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 54553 members 
Entering Unmasked Estep 
Score: -12009156.000000 Penalty: 5502.998535
	Iteration 35Q: 3 clusters Score -1.200916e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 54616 members 
Entering Unmasked Estep 
Score: -12009132.000000 Penalty: 5502.998535
	Iteration 36Q: 3 clusters Score -1.200913e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 54686 members 
Entering Unmasked Estep 
Score: -12009127.000000 Penalty: 5502.998535
	Iteration 37Q: 3 clusters Score -1.200913e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 54731 members 
Entering Unmasked Estep 
Score: -12009105.000000 Penalty: 5502.998535
	Iteration 38Q: 3 clusters Score -1.20091e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 54777 members 
Entering Unmasked Estep 
Score: -12009062.000000 Penalty: 5502.998535
	Iteration 39Q: 3 clusters Score -1.200906e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 54839 members 
Entering Unmasked Estep 
Score: -12009015.000000 Penalty: 5502.998535
	Iteration 40F: 3 clusters Score -1.200902e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 54894 members 
Entering Unmasked Estep 
Score: -12009043.000000 Penalty: 5502.998535
	Iteration 41Q: 3 clusters Score -1.200904e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 54932 members 
Entering Unmasked Estep 
Score: -12009078.000000 Penalty: 5502.998535
	Iteration 42Q: 3 clusters Score -1.200908e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 54949 members 
Entering Unmasked Estep 
Score: -12009077.000000 Penalty: 5502.998535
	Iteration 43Q: 3 clusters Score -1.200908e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 54973 members 
Entering Unmasked Estep 
Score: -12009133.000000 Penalty: 5502.998535
	Iteration 44Q: 3 clusters Score -1.200913e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 55013 members 
Entering Unmasked Estep 
Score: -12009137.000000 Penalty: 5502.998535
	Iteration 45Q: 3 clusters Score -1.200914e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 55065 members 
Entering Unmasked Estep 
Score: -12009103.000000 Penalty: 5502.998535
	Iteration 46Q: 3 clusters Score -1.20091e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 55117 members 
Entering Unmasked Estep 
Score: -12009114.000000 Penalty: 5502.998535
	Iteration 47Q: 3 clusters Score -1.200911e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 55165 members 
Entering Unmasked Estep 
Score: -12009143.000000 Penalty: 5502.998535
	Iteration 48Q: 3 clusters Score -1.200914e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 55215 members 
Entering Unmasked Estep 
Score: -12009150.000000 Penalty: 5502.998535
	Iteration 49Q: 3 clusters Score -1.200915e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 55271 members 
Entering Unmasked Estep 
Score: -12009159.000000 Penalty: 5502.998535
	Iteration 50Q: 3 clusters Score -1.200916e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 55312 members 
Entering Unmasked Estep 
Score: -12009165.000000 Penalty: 5502.998535
	Iteration 51Q: 3 clusters Score -1.200916e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 55339 members 
Entering Unmasked Estep 
Score: -12009170.000000 Penalty: 5502.998535
	Iteration 52Q: 3 clusters Score -1.200917e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 55373 members 
Entering Unmasked Estep 
Score: -12009184.000000 Penalty: 5502.998535
	Iteration 53Q: 3 clusters Score -1.200918e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 55408 members 
Entering Unmasked Estep 
Score: -12009177.000000 Penalty: 5502.998535
	Iteration 54Q: 3 clusters Score -1.200918e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 55430 members 
Entering Unmasked Estep 
Score: -12009179.000000 Penalty: 5502.998535
	Iteration 55Q: 3 clusters Score -1.200918e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 55454 members 
Entering Unmasked Estep 
Score: -12009190.000000 Penalty: 5502.998535
	Iteration 56Q: 3 clusters Score -1.200919e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 55473 members 
Entering Unmasked Estep 
Score: -12009182.000000 Penalty: 5502.998535
	Iteration 57Q: 3 clusters Score -1.200918e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 55493 members 
Entering Unmasked Estep 
Score: -12009226.000000 Penalty: 5502.998535
	Iteration 58Q: 3 clusters Score -1.200923e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 55514 members 
Entering Unmasked Estep 
Score: -12009226.000000 Penalty: 5502.998535
	Iteration 59Q: 3 clusters Score -1.200923e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 55535 members 
Entering Unmasked Estep 
Score: -12009225.000000 Penalty: 5502.998535
	Iteration 60F: 3 clusters Score -1.200922e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 55548 members 
Entering Unmasked Estep 
Score: -12009221.000000 Penalty: 5502.998535
	Iteration 61Q: 3 clusters Score -1.200922e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 55560 members 
Entering Unmasked Estep 
Score: -12009215.000000 Penalty: 5502.998535
	Iteration 62Q: 3 clusters Score -1.200922e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 55572 members 
Entering Unmasked Estep 
Score: -12009212.000000 Penalty: 5502.998535
	Iteration 63Q: 3 clusters Score -1.200921e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 55597 members 
Entering Unmasked Estep 
Score: -12009231.000000 Penalty: 5502.998535
	Iteration 64Q: 3 clusters Score -1.200923e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 55625 members 
Entering Unmasked Estep 
Score: -12009217.000000 Penalty: 5502.998535
	Iteration 65Q: 3 clusters Score -1.200922e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 55633 members 
Entering Unmasked Estep 
Score: -12009221.000000 Penalty: 5502.998535
	Iteration 66Q: 3 clusters Score -1.200922e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 55641 members 
Entering Unmasked Estep 
Score: -12009235.000000 Penalty: 5502.998535
	Iteration 67Q: 3 clusters Score -1.200924e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 55650 members 
Entering Unmasked Estep 
Score: -12009236.000000 Penalty: 5502.998535
	Iteration 68Q: 3 clusters Score -1.200924e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 55660 members 
Entering Unmasked Estep 
Score: -12009239.000000 Penalty: 5502.998535
	Iteration 69Q: 3 clusters Score -1.200924e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 55679 members 
Entering Unmasked Estep 
Score: -12009246.000000 Penalty: 5502.998535
	Iteration 70Q: 3 clusters Score -1.200925e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 55693 members 
Entering Unmasked Estep 
Score: -12009259.000000 Penalty: 5502.998535
	Iteration 71Q: 3 clusters Score -1.200926e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 55712 members 
Entering Unmasked Estep 
Score: -12009271.000000 Penalty: 5502.998535
	Iteration 72Q: 3 clusters Score -1.200927e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 55727 members 
Entering Unmasked Estep 
Score: -12009265.000000 Penalty: 5502.998535
	Iteration 73Q: 3 clusters Score -1.200926e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 55735 members 
Entering Unmasked Estep 
Score: -12009263.000000 Penalty: 5502.998535
	Iteration 74Q: 3 clusters Score -1.200926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 55739 members 
Entering Unmasked Estep 
Score: -12009272.000000 Penalty: 5502.998535
	Iteration 75Q: 3 clusters Score -1.200927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 55740 members 
Entering Unmasked Estep 
Score: -12009274.000000 Penalty: 5502.998535
	Iteration 76Q: 3 clusters Score -1.200927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 55741 members 
Entering Unmasked Estep 
Score: -12009274.000000 Penalty: 5502.998535
	Iteration 77Q: 3 clusters Score -1.200927e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 55741 members 
Entering Unmasked Estep 
Score: -12009274.000000 Penalty: 5502.998535
	Iteration 78F: 3 clusters Score -1.200927e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 61110 members 
Mstep: Class 3 contains 48538 members 
Mstep: Class 4 contains 57931 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 23948 members 
Mstep: Class 7 contains 55741 members 
Mstep: Class 8 contains 2944 members 
Mstep: Class 9 contains 58421 members 
Mstep: Class 10 contains 48977 members 
Mstep: Class 11 contains 43083 members 
Mstep: Class 12 contains 1289 members 
Mstep: Class 13 contains 49901 members 
Mstep: Class 15 contains 270 members 
Mstep: Class 16 contains 58279 members 
Mstep: Class 18 contains 50212 members 
Mstep: Class 20 contains 1526 members 
Mstep: Class 21 contains 10084 members 
Mstep: Class 22 contains 1553 members 
Entering Unmasked Estep 
Score: -111097456.000000 Penalty: 62830.093750
Splitting cluster 21 changes total score from -111095272.000000 to -111097456.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -163401.171875 Penalty: 1822.290039
	Iteration 0F: 2 clusters Score -163401.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -161888.265625 Penalty: 3644.580078
	Iteration 0F: 3 clusters Score -161888.3 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -168132.718750 Penalty: 3644.580078
	Iteration 1F: 3 clusters Score -168132.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -174217.656250 Penalty: 3644.580078
	Iteration 2F: 3 clusters Score -174217.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -175315.250000 Penalty: 3644.580078
	Iteration 3F: 3 clusters Score -175315.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -175510.000000 Penalty: 3644.580078
	Iteration 4Q: 3 clusters Score -175510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -175564.906250 Penalty: 3644.580078
	Iteration 5Q: 3 clusters Score -175564.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -175592.593750 Penalty: 3644.580078
	Iteration 6Q: 3 clusters Score -175592.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -175619.843750 Penalty: 3644.580078
	Iteration 7Q: 3 clusters Score -175619.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -175630.062500 Penalty: 3644.580078
	Iteration 8Q: 3 clusters Score -175630.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -175630.062500 Penalty: 3644.580078
	Iteration 9F: 3 clusters Score -175630.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 61110 members 
Mstep: Class 3 contains 48538 members 
Mstep: Class 4 contains 57931 members 
Mstep: Class 5 contains 289 members 
Mstep: Class 6 contains 23948 members 
Mstep: Class 7 contains 55741 members 
Mstep: Class 8 contains 2944 members 
Mstep: Class 9 contains 58421 members 
Mstep: Class 10 contains 48977 members 
Mstep: Class 11 contains 43083 members 
Mstep: Class 12 contains 1289 members 
Mstep: Class 13 contains 49901 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 270 members 
Mstep: Class 16 contains 58279 members 
Mstep: Class 18 contains 50212 members 
Mstep: Class 20 contains 1526 members 
Mstep: Class 21 contains 10084 members 
Mstep: Class 22 contains 1034 members 
Entering Unmasked Estep 
Score: -111108064.000000 Penalty: 66136.937500
Splitting cluster 22 changes total score from -111095272.000000 to -111108064.000000
So it's getting split into cluster 14.
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 2 contains 61110 members 
Mstep: Class 3 contains 48538 members 
Mstep: Class 4 contains 57931 members 
Mstep: Class 6 contains 23948 members 
Mstep: Class 8 contains 2944 members 
Mstep: Class 9 contains 58421 members 
Mstep: Class 10 contains 48977 members 
Mstep: Class 11 contains 43083 members 
Mstep: Class 12 contains 1289 members 
Mstep: Class 13 contains 49901 members 
Mstep: Class 15 contains 270 members 
Mstep: Class 16 contains 58279 members 
Mstep: Class 18 contains 50212 members 
Mstep: Class 20 contains 1526 members 
Mstep: Class 21 contains 10084 members 
Mstep: Class 22 contains 1034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111120608.000000 Penalty: 66136.937500
Iteration 39Q: 21 clusters Score -1.111206e+08 nChanged 27416
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 51466 members 
Mstep: Class 2 contains 59602 members 
Mstep: Class 3 contains 47769 members 
Mstep: Class 4 contains 59887 members 
Mstep: Class 5 contains 300 members 
Mstep: Class 6 contains 23565 members 
Mstep: Class 7 contains 52449 members 
Mstep: Class 8 contains 2880 members 
Mstep: Class 9 contains 56838 members 
Mstep: Class 10 contains 48544 members 
Mstep: Class 11 contains 45343 members 
Mstep: Class 12 contains 1273 members 
Mstep: Class 13 contains 49054 members 
Mstep: Class 14 contains 519 members 
Mstep: Class 15 contains 340 members 
Mstep: Class 16 contains 55943 members 
Mstep: Class 18 contains 48837 members 
Mstep: Class 20 contains 1433 members 
Mstep: Class 21 contains 10638 members 
Mstep: Class 22 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111138544.000000 Penalty: 66136.937500
Iteration 40F: 21 clusters Score -1.111385e+08 nChanged 33925
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 58701 members 
Mstep: Class 2 contains 56053 members 
Mstep: Class 3 contains 45326 members 
Mstep: Class 4 contains 70999 members 
Mstep: Class 5 contains 356 members 
Mstep: Class 6 contains 23541 members 
Mstep: Class 7 contains 52539 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 50913 members 
Mstep: Class 10 contains 47096 members 
Mstep: Class 11 contains 47382 members 
Mstep: Class 12 contains 1255 members 
Mstep: Class 13 contains 47134 members 
Mstep: Class 14 contains 578 members 
Mstep: Class 15 contains 391 members 
Mstep: Class 16 contains 52171 members 
Mstep: Class 18 contains 47058 members 
Mstep: Class 20 contains 1368 members 
Mstep: Class 21 contains 10998 members 
Mstep: Class 22 contains 1228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111145800.000000 Penalty: 66136.937500
Iteration 41F: 21 clusters Score -1.111458e+08 nChanged 29436
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 63240 members 
Mstep: Class 2 contains 53193 members 
Mstep: Class 3 contains 44186 members 
Mstep: Class 4 contains 77113 members 
Mstep: Class 5 contains 378 members 
Mstep: Class 6 contains 23658 members 
Mstep: Class 7 contains 52186 members 
Mstep: Class 8 contains 2734 members 
Mstep: Class 9 contains 47646 members 
Mstep: Class 10 contains 45951 members 
Mstep: Class 11 contains 49682 members 
Mstep: Class 12 contains 1240 members 
Mstep: Class 13 contains 46393 members 
Mstep: Class 14 contains 592 members 
Mstep: Class 15 contains 425 members 
Mstep: Class 16 contains 49446 members 
Mstep: Class 18 contains 45659 members 
Mstep: Class 20 contains 1342 members 
Mstep: Class 21 contains 11485 members 
Mstep: Class 22 contains 1302 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 21 clusters Score -1.111488e+08 nChanged 28158
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 66002 members 
Mstep: Class 2 contains 50918 members 
Mstep: Class 3 contains 44038 members 
Mstep: Class 4 contains 79931 members 
Mstep: Class 5 contains 392 members 
Mstep: Class 6 contains 23873 members 
Mstep: Class 7 contains 51139 members 
Mstep: Class 8 contains 2738 members 
Mstep: Class 9 contains 46351 members 
Mstep: Class 10 contains 45255 members 
Mstep: Class 11 contains 51890 members 
Mstep: Class 12 contains 1229 members 
Mstep: Class 13 contains 46240 members 
Mstep: Class 14 contains 597 members 
Mstep: Class 15 contains 462 members 
Mstep: Class 16 contains 47625 members 
Mstep: Class 18 contains 44628 members 
Mstep: Class 20 contains 1307 members 
Mstep: Class 21 contains 11891 members 
Mstep: Class 22 contains 1348 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 21 clusters Score -1.111491e+08 nChanged 25176
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 67621 members 
Mstep: Class 2 contains 49301 members 
Mstep: Class 3 contains 43948 members 
Mstep: Class 4 contains 79102 members 
Mstep: Class 5 contains 402 members 
Mstep: Class 6 contains 24116 members 
Mstep: Class 7 contains 50673 members 
Mstep: Class 8 contains 2734 members 
Mstep: Class 9 contains 46736 members 
Mstep: Class 10 contains 45011 members 
Mstep: Class 11 contains 53883 members 
Mstep: Class 12 contains 1207 members 
Mstep: Class 13 contains 46226 members 
Mstep: Class 14 contains 601 members 
Mstep: Class 15 contains 505 members 
Mstep: Class 16 contains 46702 members 
Mstep: Class 18 contains 44171 members 
Mstep: Class 20 contains 1271 members 
Mstep: Class 21 contains 12265 members 
Mstep: Class 22 contains 1379 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 21 clusters Score -1.111499e+08 nChanged 20822
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 68244 members 
Mstep: Class 2 contains 47955 members 
Mstep: Class 3 contains 43913 members 
Mstep: Class 4 contains 76546 members 
Mstep: Class 5 contains 399 members 
Mstep: Class 6 contains 24326 members 
Mstep: Class 7 contains 50999 members 
Mstep: Class 8 contains 2737 members 
Mstep: Class 9 contains 47626 members 
Mstep: Class 10 contains 44733 members 
Mstep: Class 11 contains 55585 members 
Mstep: Class 12 contains 1187 members 
Mstep: Class 13 contains 46375 members 
Mstep: Class 14 contains 605 members 
Mstep: Class 15 contains 538 members 
Mstep: Class 16 contains 46526 members 
Mstep: Class 18 contains 44283 members 
Mstep: Class 20 contains 1250 members 
Mstep: Class 21 contains 12630 members 
Mstep: Class 22 contains 1397 members 
Entering Unmasked Estep 
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Iteration 45Q: 21 clusters Score -1.111518e+08 nChanged 17472
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 67978 members 
Mstep: Class 2 contains 46877 members 
Mstep: Class 3 contains 43779 members 
Mstep: Class 4 contains 74252 members 
Mstep: Class 5 contains 400 members 
Mstep: Class 6 contains 24504 members 
Mstep: Class 7 contains 51512 members 
Mstep: Class 8 contains 2743 members 
Mstep: Class 9 contains 48340 members 
Mstep: Class 10 contains 44586 members 
Mstep: Class 11 contains 57033 members 
Mstep: Class 12 contains 1179 members 
Mstep: Class 13 contains 46537 members 
Mstep: Class 14 contains 610 members 
Mstep: Class 15 contains 564 members 
Mstep: Class 16 contains 46838 members 
Mstep: Class 18 contains 44450 members 
Mstep: Class 20 contains 1237 members 
Mstep: Class 21 contains 13034 members 
Mstep: Class 22 contains 1401 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 21 clusters Score -1.111535e+08 nChanged 15603
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 66853 members 
Mstep: Class 2 contains 46251 members 
Mstep: Class 3 contains 43831 members 
Mstep: Class 4 contains 72162 members 
Mstep: Class 5 contains 403 members 
Mstep: Class 6 contains 24684 members 
Mstep: Class 7 contains 52064 members 
Mstep: Class 8 contains 2746 members 
Mstep: Class 9 contains 49013 members 
Mstep: Class 10 contains 44453 members 
Mstep: Class 11 contains 58266 members 
Mstep: Class 12 contains 1174 members 
Mstep: Class 13 contains 46738 members 
Mstep: Class 14 contains 613 members 
Mstep: Class 15 contains 588 members 
Mstep: Class 16 contains 47261 members 
Mstep: Class 18 contains 44632 members 
Mstep: Class 20 contains 1216 members 
Mstep: Class 21 contains 13501 members 
Mstep: Class 22 contains 1405 members 
Entering Unmasked Estep 
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Iteration 47Q: 21 clusters Score -1.111548e+08 nChanged 14252
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 65063 members 
Mstep: Class 2 contains 45909 members 
Mstep: Class 3 contains 43922 members 
Mstep: Class 4 contains 70361 members 
Mstep: Class 5 contains 406 members 
Mstep: Class 6 contains 24843 members 
Mstep: Class 7 contains 52684 members 
Mstep: Class 8 contains 2745 members 
Mstep: Class 9 contains 49546 members 
Mstep: Class 10 contains 44442 members 
Mstep: Class 11 contains 59309 members 
Mstep: Class 12 contains 1175 members 
Mstep: Class 13 contains 46990 members 
Mstep: Class 14 contains 614 members 
Mstep: Class 15 contains 614 members 
Mstep: Class 16 contains 47762 members 
Mstep: Class 18 contains 44823 members 
Mstep: Class 20 contains 1194 members 
Mstep: Class 21 contains 14044 members 
Mstep: Class 22 contains 1408 members 
Entering Unmasked Estep 
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Iteration 48Q: 21 clusters Score -1.111558e+08 nChanged 13042
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 62912 members 
Mstep: Class 2 contains 45730 members 
Mstep: Class 3 contains 44099 members 
Mstep: Class 4 contains 68712 members 
Mstep: Class 5 contains 410 members 
Mstep: Class 6 contains 24931 members 
Mstep: Class 7 contains 53250 members 
Mstep: Class 8 contains 2752 members 
Mstep: Class 9 contains 50087 members 
Mstep: Class 10 contains 44536 members 
Mstep: Class 11 contains 60151 members 
Mstep: Class 12 contains 1182 members 
Mstep: Class 13 contains 47214 members 
Mstep: Class 14 contains 618 members 
Mstep: Class 15 contains 625 members 
Mstep: Class 16 contains 48361 members 
Mstep: Class 18 contains 45063 members 
Mstep: Class 20 contains 1190 members 
Mstep: Class 21 contains 14625 members 
Mstep: Class 22 contains 1406 members 
Entering Unmasked Estep 
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Iteration 49Q: 21 clusters Score -1.111564e+08 nChanged 12010
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 60705 members 
Mstep: Class 2 contains 45698 members 
Mstep: Class 3 contains 44331 members 
Mstep: Class 4 contains 66952 members 
Mstep: Class 5 contains 413 members 
Mstep: Class 6 contains 24973 members 
Mstep: Class 7 contains 53841 members 
Mstep: Class 8 contains 2752 members 
Mstep: Class 9 contains 50677 members 
Mstep: Class 10 contains 44652 members 
Mstep: Class 11 contains 60752 members 
Mstep: Class 12 contains 1191 members 
Mstep: Class 13 contains 47492 members 
Mstep: Class 14 contains 621 members 
Mstep: Class 15 contains 632 members 
Mstep: Class 16 contains 49061 members 
Mstep: Class 18 contains 45303 members 
Mstep: Class 20 contains 1184 members 
Mstep: Class 21 contains 15217 members 
Mstep: Class 22 contains 1407 members 
Entering Unmasked Estep 
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Iteration 50Q: 21 clusters Score -1.111579e+08 nChanged 10850
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 58685 members 
Mstep: Class 2 contains 45717 members 
Mstep: Class 3 contains 44637 members 
Mstep: Class 4 contains 65099 members 
Mstep: Class 5 contains 414 members 
Mstep: Class 6 contains 24983 members 
Mstep: Class 7 contains 54339 members 
Mstep: Class 8 contains 2755 members 
Mstep: Class 9 contains 51232 members 
Mstep: Class 10 contains 44828 members 
Mstep: Class 11 contains 61310 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 47825 members 
Mstep: Class 14 contains 621 members 
Mstep: Class 15 contains 641 members 
Mstep: Class 16 contains 49629 members 
Mstep: Class 18 contains 45560 members 
Mstep: Class 20 contains 1171 members 
Mstep: Class 21 contains 15810 members 
Mstep: Class 22 contains 1408 members 
Entering Unmasked Estep 
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Iteration 51Q: 21 clusters Score -1.111591e+08 nChanged 9996
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 56952 members 
Mstep: Class 2 contains 45831 members 
Mstep: Class 3 contains 44963 members 
Mstep: Class 4 contains 63551 members 
Mstep: Class 5 contains 419 members 
Mstep: Class 6 contains 24989 members 
Mstep: Class 7 contains 54614 members 
Mstep: Class 8 contains 2752 members 
Mstep: Class 9 contains 51670 members 
Mstep: Class 10 contains 44988 members 
Mstep: Class 11 contains 61798 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 48108 members 
Mstep: Class 14 contains 621 members 
Mstep: Class 15 contains 647 members 
Mstep: Class 16 contains 50024 members 
Mstep: Class 18 contains 45701 members 
Mstep: Class 20 contains 1167 members 
Mstep: Class 21 contains 16463 members 
Mstep: Class 22 contains 1406 members 
Entering Unmasked Estep 
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Iteration 52Q: 21 clusters Score -1.111596e+08 nChanged 9514
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 55455 members 
Mstep: Class 2 contains 46002 members 
Mstep: Class 3 contains 45289 members 
Mstep: Class 4 contains 62120 members 
Mstep: Class 5 contains 423 members 
Mstep: Class 6 contains 24964 members 
Mstep: Class 7 contains 54888 members 
Mstep: Class 8 contains 2746 members 
Mstep: Class 9 contains 51997 members 
Mstep: Class 10 contains 45144 members 
Mstep: Class 11 contains 62232 members 
Mstep: Class 12 contains 1196 members 
Mstep: Class 13 contains 48304 members 
Mstep: Class 14 contains 621 members 
Mstep: Class 15 contains 649 members 
Mstep: Class 16 contains 50299 members 
Mstep: Class 18 contains 45801 members 
Mstep: Class 20 contains 1164 members 
Mstep: Class 21 contains 17154 members 
Mstep: Class 22 contains 1406 members 
Entering Unmasked Estep 
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Iteration 53Q: 21 clusters Score -1.111608e+08 nChanged 8810
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 54185 members 
Mstep: Class 2 contains 46067 members 
Mstep: Class 3 contains 45541 members 
Mstep: Class 4 contains 61048 members 
Mstep: Class 5 contains 425 members 
Mstep: Class 6 contains 24932 members 
Mstep: Class 7 contains 55055 members 
Mstep: Class 8 contains 2743 members 
Mstep: Class 9 contains 52271 members 
Mstep: Class 10 contains 45297 members 
Mstep: Class 11 contains 62589 members 
Mstep: Class 12 contains 1197 members 
Mstep: Class 13 contains 48446 members 
Mstep: Class 14 contains 621 members 
Mstep: Class 15 contains 650 members 
Mstep: Class 16 contains 50524 members 
Mstep: Class 18 contains 45811 members 
Mstep: Class 20 contains 1163 members 
Mstep: Class 21 contains 17881 members 
Mstep: Class 22 contains 1408 members 
Entering Unmasked Estep 
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Iteration 54Q: 21 clusters Score -1.111614e+08 nChanged 8324
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 53173 members 
Mstep: Class 2 contains 46159 members 
Mstep: Class 3 contains 45742 members 
Mstep: Class 4 contains 60086 members 
Mstep: Class 5 contains 423 members 
Mstep: Class 6 contains 24881 members 
Mstep: Class 7 contains 55173 members 
Mstep: Class 8 contains 2746 members 
Mstep: Class 9 contains 52541 members 
Mstep: Class 10 contains 45421 members 
Mstep: Class 11 contains 62861 members 
Mstep: Class 12 contains 1195 members 
Mstep: Class 13 contains 48534 members 
Mstep: Class 14 contains 621 members 
Mstep: Class 15 contains 652 members 
Mstep: Class 16 contains 50587 members 
Mstep: Class 18 contains 45858 members 
Mstep: Class 20 contains 1164 members 
Mstep: Class 21 contains 18628 members 
Mstep: Class 22 contains 1409 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 21 clusters Score -1.11162e+08 nChanged 7968
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 52341 members 
Mstep: Class 2 contains 46219 members 
Mstep: Class 3 contains 45872 members 
Mstep: Class 4 contains 59290 members 
Mstep: Class 5 contains 420 members 
Mstep: Class 6 contains 24831 members 
Mstep: Class 7 contains 55192 members 
Mstep: Class 8 contains 2751 members 
Mstep: Class 9 contains 52777 members 
Mstep: Class 10 contains 45535 members 
Mstep: Class 11 contains 63078 members 
Mstep: Class 12 contains 1193 members 
Mstep: Class 13 contains 48606 members 
Mstep: Class 14 contains 621 members 
Mstep: Class 15 contains 653 members 
Mstep: Class 16 contains 50595 members 
Mstep: Class 18 contains 45834 members 
Mstep: Class 20 contains 1164 members 
Mstep: Class 21 contains 19472 members 
Mstep: Class 22 contains 1410 members 
Entering Unmasked Estep 
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Iteration 56Q: 21 clusters Score -1.111624e+08 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 51645 members 
Mstep: Class 2 contains 46292 members 
Mstep: Class 3 contains 45938 members 
Mstep: Class 4 contains 58678 members 
Mstep: Class 5 contains 418 members 
Mstep: Class 6 contains 24805 members 
Mstep: Class 7 contains 55141 members 
Mstep: Class 8 contains 2753 members 
Mstep: Class 9 contains 52965 members 
Mstep: Class 10 contains 45627 members 
Mstep: Class 11 contains 63184 members 
Mstep: Class 12 contains 1189 members 
Mstep: Class 13 contains 48585 members 
Mstep: Class 14 contains 621 members 
Mstep: Class 15 contains 656 members 
Mstep: Class 16 contains 50599 members 
Mstep: Class 18 contains 45847 members 
Mstep: Class 20 contains 1159 members 
Mstep: Class 21 contains 20341 members 
Mstep: Class 22 contains 1411 members 
Entering Unmasked Estep 
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Iteration 57Q: 21 clusters Score -1.111631e+08 nChanged 7399
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 51013 members 
Mstep: Class 2 contains 46369 members 
Mstep: Class 3 contains 45921 members 
Mstep: Class 4 contains 58144 members 
Mstep: Class 5 contains 419 members 
Mstep: Class 6 contains 24797 members 
Mstep: Class 7 contains 54987 members 
Mstep: Class 8 contains 2752 members 
Mstep: Class 9 contains 53152 members 
Mstep: Class 10 contains 45763 members 
Mstep: Class 11 contains 63209 members 
Mstep: Class 12 contains 1187 members 
Mstep: Class 13 contains 48551 members 
Mstep: Class 14 contains 621 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 50583 members 
Mstep: Class 18 contains 45842 members 
Mstep: Class 20 contains 1158 members 
Mstep: Class 21 contains 21318 members 
Mstep: Class 22 contains 1411 members 
Entering Unmasked Estep 
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Iteration 58Q: 21 clusters Score -1.11164e+08 nChanged 7155
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 50480 members 
Mstep: Class 2 contains 46404 members 
Mstep: Class 3 contains 45876 members 
Mstep: Class 4 contains 57671 members 
Mstep: Class 5 contains 419 members 
Mstep: Class 6 contains 24778 members 
Mstep: Class 7 contains 54777 members 
Mstep: Class 8 contains 2752 members 
Mstep: Class 9 contains 53264 members 
Mstep: Class 10 contains 45854 members 
Mstep: Class 11 contains 63197 members 
Mstep: Class 12 contains 1184 members 
Mstep: Class 13 contains 48532 members 
Mstep: Class 14 contains 621 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 50620 members 
Mstep: Class 18 contains 45787 members 
Mstep: Class 20 contains 1158 members 
Mstep: Class 21 contains 22413 members 
Mstep: Class 22 contains 1410 members 
Entering Unmasked Estep 
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Iteration 59Q: 21 clusters Score -1.111649e+08 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 50064 members 
Mstep: Class 2 contains 46449 members 
Mstep: Class 3 contains 45820 members 
Mstep: Class 4 contains 57291 members 
Mstep: Class 5 contains 419 members 
Mstep: Class 6 contains 24758 members 
Mstep: Class 7 contains 54504 members 
Mstep: Class 8 contains 2752 members 
Mstep: Class 9 contains 53261 members 
Mstep: Class 10 contains 45892 members 
Mstep: Class 11 contains 63091 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 48491 members 
Mstep: Class 14 contains 621 members 
Mstep: Class 15 contains 657 members 
Mstep: Class 16 contains 50673 members 
Mstep: Class 18 contains 45774 members 
Mstep: Class 20 contains 1159 members 
Mstep: Class 21 contains 23582 members 
Mstep: Class 22 contains 1410 members 
Entering Unmasked Estep 
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Iteration 60F: 21 clusters Score -1.111661e+08 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 50053 members 
Mstep: Class 2 contains 46422 members 
Mstep: Class 3 contains 45710 members 
Mstep: Class 4 contains 56894 members 
Mstep: Class 5 contains 438 members 
Mstep: Class 6 contains 24730 members 
Mstep: Class 7 contains 54159 members 
Mstep: Class 8 contains 2739 members 
Mstep: Class 9 contains 53246 members 
Mstep: Class 10 contains 45860 members 
Mstep: Class 11 contains 62914 members 
Mstep: Class 12 contains 1179 members 
Mstep: Class 13 contains 48486 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 664 members 
Mstep: Class 16 contains 50639 members 
Mstep: Class 18 contains 45735 members 
Mstep: Class 20 contains 1157 members 
Mstep: Class 21 contains 24803 members 
Mstep: Class 22 contains 1405 members 
Entering Unmasked Estep 
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Iteration 61Q: 21 clusters Score -1.111671e+08 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 49966 members 
Mstep: Class 2 contains 46438 members 
Mstep: Class 3 contains 45559 members 
Mstep: Class 4 contains 56539 members 
Mstep: Class 5 contains 447 members 
Mstep: Class 6 contains 24701 members 
Mstep: Class 7 contains 53744 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 53199 members 
Mstep: Class 10 contains 45851 members 
Mstep: Class 11 contains 62661 members 
Mstep: Class 12 contains 1174 members 
Mstep: Class 13 contains 48489 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 673 members 
Mstep: Class 16 contains 50639 members 
Mstep: Class 18 contains 45727 members 
Mstep: Class 20 contains 1152 members 
Mstep: Class 21 contains 26140 members 
Mstep: Class 22 contains 1403 members 
Entering Unmasked Estep 
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Iteration 62Q: 21 clusters Score -1.111679e+08 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 49901 members 
Mstep: Class 2 contains 46389 members 
Mstep: Class 3 contains 45409 members 
Mstep: Class 4 contains 56261 members 
Mstep: Class 5 contains 449 members 
Mstep: Class 6 contains 24678 members 
Mstep: Class 7 contains 53242 members 
Mstep: Class 8 contains 2719 members 
Mstep: Class 9 contains 53162 members 
Mstep: Class 10 contains 45841 members 
Mstep: Class 11 contains 62337 members 
Mstep: Class 12 contains 1172 members 
Mstep: Class 13 contains 48496 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 686 members 
Mstep: Class 16 contains 50632 members 
Mstep: Class 18 contains 45681 members 
Mstep: Class 20 contains 1148 members 
Mstep: Class 21 contains 27620 members 
Mstep: Class 22 contains 1410 members 
Entering Unmasked Estep 
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Iteration 63Q: 21 clusters Score -1.111688e+08 nChanged 7017
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 49686 members 
Mstep: Class 2 contains 46332 members 
Mstep: Class 3 contains 45253 members 
Mstep: Class 4 contains 56024 members 
Mstep: Class 5 contains 454 members 
Mstep: Class 6 contains 24656 members 
Mstep: Class 7 contains 52737 members 
Mstep: Class 8 contains 2713 members 
Mstep: Class 9 contains 53099 members 
Mstep: Class 10 contains 45787 members 
Mstep: Class 11 contains 62002 members 
Mstep: Class 12 contains 1169 members 
Mstep: Class 13 contains 48484 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 695 members 
Mstep: Class 16 contains 50579 members 
Mstep: Class 18 contains 45712 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 29295 members 
Mstep: Class 22 contains 1412 members 
Entering Unmasked Estep 
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Iteration 64Q: 21 clusters Score -1.111696e+08 nChanged 7180
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 49558 members 
Mstep: Class 2 contains 46320 members 
Mstep: Class 3 contains 45077 members 
Mstep: Class 4 contains 55825 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 24640 members 
Mstep: Class 7 contains 52072 members 
Mstep: Class 8 contains 2714 members 
Mstep: Class 9 contains 53073 members 
Mstep: Class 10 contains 45722 members 
Mstep: Class 11 contains 61573 members 
Mstep: Class 12 contains 1165 members 
Mstep: Class 13 contains 48472 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 710 members 
Mstep: Class 16 contains 50454 members 
Mstep: Class 18 contains 45692 members 
Mstep: Class 20 contains 1133 members 
Mstep: Class 21 contains 31168 members 
Mstep: Class 22 contains 1412 members 
Entering Unmasked Estep 
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Iteration 65Q: 21 clusters Score -1.11171e+08 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 49497 members 
Mstep: Class 2 contains 46300 members 
Mstep: Class 3 contains 44877 members 
Mstep: Class 4 contains 55624 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 24609 members 
Mstep: Class 7 contains 51260 members 
Mstep: Class 8 contains 2714 members 
Mstep: Class 9 contains 53023 members 
Mstep: Class 10 contains 45613 members 
Mstep: Class 11 contains 61085 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 48399 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 729 members 
Mstep: Class 16 contains 50338 members 
Mstep: Class 18 contains 45674 members 
Mstep: Class 20 contains 1121 members 
Mstep: Class 21 contains 33343 members 
Mstep: Class 22 contains 1412 members 
Entering Unmasked Estep 
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Iteration 66Q: 21 clusters Score -1.111723e+08 nChanged 7572
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 49418 members 
Mstep: Class 2 contains 46223 members 
Mstep: Class 3 contains 44692 members 
Mstep: Class 4 contains 55516 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 24579 members 
Mstep: Class 7 contains 50363 members 
Mstep: Class 8 contains 2714 members 
Mstep: Class 9 contains 52962 members 
Mstep: Class 10 contains 45492 members 
Mstep: Class 11 contains 60499 members 
Mstep: Class 12 contains 1156 members 
Mstep: Class 13 contains 48232 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 747 members 
Mstep: Class 16 contains 50229 members 
Mstep: Class 18 contains 45705 members 
Mstep: Class 20 contains 1103 members 
Mstep: Class 21 contains 35738 members 
Mstep: Class 22 contains 1412 members 
Entering Unmasked Estep 
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Iteration 67Q: 21 clusters Score -1.111732e+08 nChanged 7785
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 49362 members 
Mstep: Class 2 contains 46140 members 
Mstep: Class 3 contains 44532 members 
Mstep: Class 4 contains 55343 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 24545 members 
Mstep: Class 7 contains 49305 members 
Mstep: Class 8 contains 2715 members 
Mstep: Class 9 contains 52919 members 
Mstep: Class 10 contains 45354 members 
Mstep: Class 11 contains 59846 members 
Mstep: Class 12 contains 1154 members 
Mstep: Class 13 contains 48067 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 770 members 
Mstep: Class 16 contains 50083 members 
Mstep: Class 18 contains 45643 members 
Mstep: Class 20 contains 1087 members 
Mstep: Class 21 contains 38503 members 
Mstep: Class 22 contains 1412 members 
Entering Unmasked Estep 
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Iteration 68Q: 21 clusters Score -1.111749e+08 nChanged 8040
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 49281 members 
Mstep: Class 2 contains 46042 members 
Mstep: Class 3 contains 44353 members 
Mstep: Class 4 contains 55215 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 24504 members 
Mstep: Class 7 contains 48107 members 
Mstep: Class 8 contains 2715 members 
Mstep: Class 9 contains 52781 members 
Mstep: Class 10 contains 45188 members 
Mstep: Class 11 contains 59149 members 
Mstep: Class 12 contains 1158 members 
Mstep: Class 13 contains 47905 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 792 members 
Mstep: Class 16 contains 49934 members 
Mstep: Class 18 contains 45535 members 
Mstep: Class 20 contains 1071 members 
Mstep: Class 21 contains 41638 members 
Mstep: Class 22 contains 1412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111176648.000000 Penalty: 66136.937500
Iteration 69Q: 21 clusters Score -1.111766e+08 nChanged 8347
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 49199 members 
Mstep: Class 2 contains 45954 members 
Mstep: Class 3 contains 44094 members 
Mstep: Class 4 contains 55059 members 
Mstep: Class 5 contains 453 members 
Mstep: Class 6 contains 24434 members 
Mstep: Class 7 contains 46862 members 
Mstep: Class 8 contains 2716 members 
Mstep: Class 9 contains 52660 members 
Mstep: Class 10 contains 44989 members 
Mstep: Class 11 contains 58457 members 
Mstep: Class 12 contains 1150 members 
Mstep: Class 13 contains 47726 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 812 members 
Mstep: Class 16 contains 49774 members 
Mstep: Class 18 contains 45396 members 
Mstep: Class 20 contains 1057 members 
Mstep: Class 21 contains 45029 members 
Mstep: Class 22 contains 1412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111178392.000000 Penalty: 66136.937500
Iteration 70Q: 21 clusters Score -1.111784e+08 nChanged 9394
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 49019 members 
Mstep: Class 2 contains 45853 members 
Mstep: Class 3 contains 43780 members 
Mstep: Class 4 contains 54807 members 
Mstep: Class 5 contains 454 members 
Mstep: Class 6 contains 24391 members 
Mstep: Class 7 contains 45111 members 
Mstep: Class 8 contains 2717 members 
Mstep: Class 9 contains 52474 members 
Mstep: Class 10 contains 44778 members 
Mstep: Class 11 contains 57905 members 
Mstep: Class 12 contains 1154 members 
Mstep: Class 13 contains 47467 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 845 members 
Mstep: Class 16 contains 49567 members 
Mstep: Class 18 contains 45251 members 
Mstep: Class 20 contains 1027 members 
Mstep: Class 21 contains 49221 members 
Mstep: Class 22 contains 1412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111179528.000000 Penalty: 66136.937500
Iteration 71Q: 21 clusters Score -1.111795e+08 nChanged 10320
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 48827 members 
Mstep: Class 2 contains 45748 members 
Mstep: Class 3 contains 43473 members 
Mstep: Class 4 contains 54468 members 
Mstep: Class 5 contains 454 members 
Mstep: Class 6 contains 24358 members 
Mstep: Class 7 contains 43110 members 
Mstep: Class 8 contains 2717 members 
Mstep: Class 9 contains 52341 members 
Mstep: Class 10 contains 44567 members 
Mstep: Class 11 contains 57449 members 
Mstep: Class 12 contains 1162 members 
Mstep: Class 13 contains 47273 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 885 members 
Mstep: Class 16 contains 49362 members 
Mstep: Class 18 contains 45023 members 
Mstep: Class 20 contains 990 members 
Mstep: Class 21 contains 53614 members 
Mstep: Class 22 contains 1412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111180496.000000 Penalty: 66136.937500
Iteration 72Q: 21 clusters Score -1.111805e+08 nChanged 10673
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 48722 members 
Mstep: Class 2 contains 45607 members 
Mstep: Class 3 contains 43193 members 
Mstep: Class 4 contains 54109 members 
Mstep: Class 5 contains 454 members 
Mstep: Class 6 contains 24335 members 
Mstep: Class 7 contains 41550 members 
Mstep: Class 8 contains 2717 members 
Mstep: Class 9 contains 52238 members 
Mstep: Class 10 contains 44456 members 
Mstep: Class 11 contains 57045 members 
Mstep: Class 12 contains 1160 members 
Mstep: Class 13 contains 47097 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 924 members 
Mstep: Class 16 contains 49106 members 
Mstep: Class 18 contains 44884 members 
Mstep: Class 20 contains 957 members 
Mstep: Class 21 contains 57267 members 
Mstep: Class 22 contains 1412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111180144.000000 Penalty: 66136.937500
Iteration 73Q: 21 clusters Score -1.111801e+08 nChanged 10750
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 48651 members 
Mstep: Class 2 contains 45535 members 
Mstep: Class 3 contains 42953 members 
Mstep: Class 4 contains 53672 members 
Mstep: Class 5 contains 454 members 
Mstep: Class 6 contains 24357 members 
Mstep: Class 7 contains 40976 members 
Mstep: Class 8 contains 2717 members 
Mstep: Class 9 contains 51983 members 
Mstep: Class 10 contains 44334 members 
Mstep: Class 11 contains 56631 members 
Mstep: Class 12 contains 1167 members 
Mstep: Class 13 contains 47026 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 961 members 
Mstep: Class 16 contains 48876 members 
Mstep: Class 18 contains 44837 members 
Mstep: Class 20 contains 921 members 
Mstep: Class 21 contains 59770 members 
Mstep: Class 22 contains 1412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111180112.000000 Penalty: 66136.937500
Iteration 74Q: 21 clusters Score -1.111801e+08 nChanged 10322
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 48704 members 
Mstep: Class 2 contains 45426 members 
Mstep: Class 3 contains 42819 members 
Mstep: Class 4 contains 53319 members 
Mstep: Class 5 contains 455 members 
Mstep: Class 6 contains 24364 members 
Mstep: Class 7 contains 41307 members 
Mstep: Class 8 contains 2717 members 
Mstep: Class 9 contains 51638 members 
Mstep: Class 10 contains 44273 members 
Mstep: Class 11 contains 56195 members 
Mstep: Class 12 contains 1177 members 
Mstep: Class 13 contains 46975 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 989 members 
Mstep: Class 16 contains 48668 members 
Mstep: Class 18 contains 44748 members 
Mstep: Class 20 contains 889 members 
Mstep: Class 21 contains 61158 members 
Mstep: Class 22 contains 1412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111180560.000000 Penalty: 66136.937500
Iteration 75Q: 21 clusters Score -1.111806e+08 nChanged 9621
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 48872 members 
Mstep: Class 2 contains 45311 members 
Mstep: Class 3 contains 42793 members 
Mstep: Class 4 contains 52984 members 
Mstep: Class 5 contains 455 members 
Mstep: Class 6 contains 24367 members 
Mstep: Class 7 contains 42444 members 
Mstep: Class 8 contains 2717 members 
Mstep: Class 9 contains 51222 members 
Mstep: Class 10 contains 44234 members 
Mstep: Class 11 contains 55657 members 
Mstep: Class 12 contains 1177 members 
Mstep: Class 13 contains 46854 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 1011 members 
Mstep: Class 16 contains 48481 members 
Mstep: Class 18 contains 44654 members 
Mstep: Class 20 contains 869 members 
Mstep: Class 21 contains 61719 members 
Mstep: Class 22 contains 1412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111181128.000000 Penalty: 66136.937500
Iteration 76Q: 21 clusters Score -1.111811e+08 nChanged 8703
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 48941 members 
Mstep: Class 2 contains 45180 members 
Mstep: Class 3 contains 42697 members 
Mstep: Class 4 contains 52738 members 
Mstep: Class 5 contains 455 members 
Mstep: Class 6 contains 24359 members 
Mstep: Class 7 contains 44050 members 
Mstep: Class 8 contains 2718 members 
Mstep: Class 9 contains 50942 members 
Mstep: Class 10 contains 44157 members 
Mstep: Class 11 contains 55240 members 
Mstep: Class 12 contains 1188 members 
Mstep: Class 13 contains 46771 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 1042 members 
Mstep: Class 16 contains 48395 members 
Mstep: Class 18 contains 44545 members 
Mstep: Class 20 contains 842 members 
Mstep: Class 21 contains 61560 members 
Mstep: Class 22 contains 1413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111182216.000000 Penalty: 66136.937500
Iteration 77Q: 21 clusters Score -1.111822e+08 nChanged 8190
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 49061 members 
Mstep: Class 2 contains 45051 members 
Mstep: Class 3 contains 42597 members 
Mstep: Class 4 contains 52472 members 
Mstep: Class 5 contains 455 members 
Mstep: Class 6 contains 24343 members 
Mstep: Class 7 contains 45819 members 
Mstep: Class 8 contains 2717 members 
Mstep: Class 9 contains 50623 members 
Mstep: Class 10 contains 44066 members 
Mstep: Class 11 contains 54891 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 46609 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 1067 members 
Mstep: Class 16 contains 48338 members 
Mstep: Class 18 contains 44449 members 
Mstep: Class 20 contains 824 members 
Mstep: Class 21 contains 61247 members 
Mstep: Class 22 contains 1414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111182480.000000 Penalty: 66136.937500
Iteration 78Q: 21 clusters Score -1.111825e+08 nChanged 7930
Entering ConstructFrom: 
Score: -111182480.000000 Penalty: 66136.937500
Entering ConstructFrom: 
Trying to split cluster 1 (49195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49195 members 
Entering Unmasked Estep 
Score: -8954910.000000 Penalty: 2679.279541
	Iteration 0F: 2 clusters Score -8954910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24648 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -8923513.000000 Penalty: 5358.559082
	Iteration 0F: 3 clusters Score -8923513 nChanged 22721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -8936056.000000 Penalty: 5358.559082
	Iteration 1F: 3 clusters Score -8936056 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 24078 members 
Entering Unmasked Estep 
Score: -8936721.000000 Penalty: 5358.559082
	Iteration 2Q: 3 clusters Score -8936721 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25407 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -8937332.000000 Penalty: 5358.559082
	Iteration 3Q: 3 clusters Score -8937332 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -8937998.000000 Penalty: 5358.559082
	Iteration 4Q: 3 clusters Score -8937998 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -8938742.000000 Penalty: 5358.559082
	Iteration 5Q: 3 clusters Score -8938742 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -8939670.000000 Penalty: 5358.559082
	Iteration 6Q: 3 clusters Score -8939670 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -8940948.000000 Penalty: 5358.559082
	Iteration 7Q: 3 clusters Score -8940948 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -8942623.000000 Penalty: 5358.559082
	Iteration 8F: 3 clusters Score -8942623 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -8944653.000000 Penalty: 5358.559082
	Iteration 9F: 3 clusters Score -8944653 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -8946615.000000 Penalty: 5358.559082
	Iteration 10F: 3 clusters Score -8946615 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -8947892.000000 Penalty: 5358.559082
	Iteration 11Q: 3 clusters Score -8947892 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -8948516.000000 Penalty: 5358.559082
	Iteration 12Q: 3 clusters Score -8948516 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -8948779.000000 Penalty: 5358.559082
	Iteration 13Q: 3 clusters Score -8948779 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -8948932.000000 Penalty: 5358.559082
	Iteration 14Q: 3 clusters Score -8948932 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -8949028.000000 Penalty: 5358.559082
	Iteration 15Q: 3 clusters Score -8949028 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -8949151.000000 Penalty: 5358.559082
	Iteration 16Q: 3 clusters Score -8949151 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -8949281.000000 Penalty: 5358.559082
	Iteration 17Q: 3 clusters Score -8949281 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -8949400.000000 Penalty: 5358.559082
	Iteration 18Q: 3 clusters Score -8949400 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -8949549.000000 Penalty: 5358.559082
	Iteration 19Q: 3 clusters Score -8949549 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -8949689.000000 Penalty: 5358.559082
	Iteration 20F: 3 clusters Score -8949689 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -8949863.000000 Penalty: 5358.559082
	Iteration 21Q: 3 clusters Score -8949863 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -8950042.000000 Penalty: 5358.559082
	Iteration 22Q: 3 clusters Score -8950042 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -8950225.000000 Penalty: 5358.559082
	Iteration 23Q: 3 clusters Score -8950225 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36358 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -8950391.000000 Penalty: 5358.559082
	Iteration 24Q: 3 clusters Score -8950391 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -8950598.000000 Penalty: 5358.559082
	Iteration 25Q: 3 clusters Score -8950598 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -8950753.000000 Penalty: 5358.559082
	Iteration 26Q: 3 clusters Score -8950753 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -8950979.000000 Penalty: 5358.559082
	Iteration 27Q: 3 clusters Score -8950979 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -8951223.000000 Penalty: 5358.559082
	Iteration 28Q: 3 clusters Score -8951223 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -8951477.000000 Penalty: 5358.559082
	Iteration 29Q: 3 clusters Score -8951477 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -8951737.000000 Penalty: 5358.559082
	Iteration 30Q: 3 clusters Score -8951737 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41022 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -8951979.000000 Penalty: 5358.559082
	Iteration 31Q: 3 clusters Score -8951979 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -8952180.000000 Penalty: 5358.559082
	Iteration 32Q: 3 clusters Score -8952180 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -8952394.000000 Penalty: 5358.559082
	Iteration 33Q: 3 clusters Score -8952394 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -8952526.000000 Penalty: 5358.559082
	Iteration 34Q: 3 clusters Score -8952526 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43356 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -8952613.000000 Penalty: 5358.559082
	Iteration 35Q: 3 clusters Score -8952613 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -8952743.000000 Penalty: 5358.559082
	Iteration 36Q: 3 clusters Score -8952743 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44332 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -8952782.000000 Penalty: 5358.559082
	Iteration 37Q: 3 clusters Score -8952782 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44732 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -8952834.000000 Penalty: 5358.559082
	Iteration 38Q: 3 clusters Score -8952834 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45104 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -8952883.000000 Penalty: 5358.559082
	Iteration 39Q: 3 clusters Score -8952883 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45432 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -8952909.000000 Penalty: 5358.559082
	Iteration 40F: 3 clusters Score -8952909 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45729 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -8952935.000000 Penalty: 5358.559082
	Iteration 41Q: 3 clusters Score -8952935 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46017 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -8952938.000000 Penalty: 5358.559082
	Iteration 42Q: 3 clusters Score -8952938 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46269 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -8952975.000000 Penalty: 5358.559082
	Iteration 43Q: 3 clusters Score -8952975 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46515 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -8952984.000000 Penalty: 5358.559082
	Iteration 44Q: 3 clusters Score -8952984 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -8952985.000000 Penalty: 5358.559082
	Iteration 45Q: 3 clusters Score -8952985 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46896 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -8952998.000000 Penalty: 5358.559082
	Iteration 46Q: 3 clusters Score -8952998 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47065 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -8953018.000000 Penalty: 5358.559082
	Iteration 47Q: 3 clusters Score -8953018 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47212 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -8953017.000000 Penalty: 5358.559082
	Iteration 48Q: 3 clusters Score -8953017 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47350 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -8952960.000000 Penalty: 5358.559082
	Iteration 49Q: 3 clusters Score -8952960 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47471 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -8952992.000000 Penalty: 5358.559082
	Iteration 50Q: 3 clusters Score -8952992 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47581 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -8952976.000000 Penalty: 5358.559082
	Iteration 51Q: 3 clusters Score -8952976 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47673 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -8952970.000000 Penalty: 5358.559082
	Iteration 52Q: 3 clusters Score -8952970 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47746 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -8952946.000000 Penalty: 5358.559082
	Iteration 53Q: 3 clusters Score -8952946 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47815 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -8952926.000000 Penalty: 5358.559082
	Iteration 54Q: 3 clusters Score -8952926 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47877 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -8952947.000000 Penalty: 5358.559082
	Iteration 55Q: 3 clusters Score -8952947 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47939 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -8952930.000000 Penalty: 5358.559082
	Iteration 56Q: 3 clusters Score -8952930 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47980 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -8952913.000000 Penalty: 5358.559082
	Iteration 57Q: 3 clusters Score -8952913 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48027 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -8952914.000000 Penalty: 5358.559082
	Iteration 58Q: 3 clusters Score -8952914 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -8952916.000000 Penalty: 5358.559082
	Iteration 59Q: 3 clusters Score -8952916 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48103 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -8952922.000000 Penalty: 5358.559082
	Iteration 60F: 3 clusters Score -8952922 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48133 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -8952918.000000 Penalty: 5358.559082
	Iteration 61Q: 3 clusters Score -8952918 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48162 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -8952927.000000 Penalty: 5358.559082
	Iteration 62Q: 3 clusters Score -8952927 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48199 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -8952944.000000 Penalty: 5358.559082
	Iteration 63Q: 3 clusters Score -8952944 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48230 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -8952934.000000 Penalty: 5358.559082
	Iteration 64Q: 3 clusters Score -8952934 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48253 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -8952925.000000 Penalty: 5358.559082
	Iteration 65Q: 3 clusters Score -8952925 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48276 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -8952920.000000 Penalty: 5358.559082
	Iteration 66Q: 3 clusters Score -8952920 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8952922.000000 Penalty: 5358.559082
	Iteration 67Q: 3 clusters Score -8952922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48321 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8952919.000000 Penalty: 5358.559082
	Iteration 68Q: 3 clusters Score -8952919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48335 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -8952900.000000 Penalty: 5358.559082
	Iteration 69Q: 3 clusters Score -8952900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48352 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -8952907.000000 Penalty: 5358.559082
	Iteration 70Q: 3 clusters Score -8952907 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48366 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -8952903.000000 Penalty: 5358.559082
	Iteration 71Q: 3 clusters Score -8952903 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48383 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8952906.000000 Penalty: 5358.559082
	Iteration 72Q: 3 clusters Score -8952906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48392 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -8952904.000000 Penalty: 5358.559082
	Iteration 73Q: 3 clusters Score -8952904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48401 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -8952907.000000 Penalty: 5358.559082
	Iteration 74Q: 3 clusters Score -8952907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48413 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -8952906.000000 Penalty: 5358.559082
	Iteration 75Q: 3 clusters Score -8952906 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48427 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8952904.000000 Penalty: 5358.559082
	Iteration 76Q: 3 clusters Score -8952904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48438 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8952892.000000 Penalty: 5358.559082
	Iteration 77Q: 3 clusters Score -8952892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48445 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8952912.000000 Penalty: 5358.559082
	Iteration 78Q: 3 clusters Score -8952912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48456 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -8952913.000000 Penalty: 5358.559082
	Iteration 79Q: 3 clusters Score -8952913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48466 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -8952911.000000 Penalty: 5358.559082
	Iteration 80F: 3 clusters Score -8952911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48476 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8952912.000000 Penalty: 5358.559082
	Iteration 81Q: 3 clusters Score -8952912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48484 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -8952907.000000 Penalty: 5358.559082
	Iteration 82Q: 3 clusters Score -8952907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -8952903.000000 Penalty: 5358.559082
	Iteration 83Q: 3 clusters Score -8952903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -8952902.000000 Penalty: 5358.559082
	Iteration 84Q: 3 clusters Score -8952902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48495 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -8952906.000000 Penalty: 5358.559082
	Iteration 85Q: 3 clusters Score -8952906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48497 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -8952903.000000 Penalty: 5358.559082
	Iteration 86Q: 3 clusters Score -8952903 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48497 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -8952903.000000 Penalty: 5358.559082
	Iteration 87F: 3 clusters Score -8952903 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (44930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44930 members 
Entering Unmasked Estep 
Score: -8241595.000000 Penalty: 2656.789551
	Iteration 0F: 2 clusters Score -8241595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -8212983.500000 Penalty: 5313.579102
	Iteration 0F: 3 clusters Score -8212984 nChanged 20717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -8224386.500000 Penalty: 5313.579102
	Iteration 1F: 3 clusters Score -8224386 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -8224891.500000 Penalty: 5313.579102
	Iteration 2Q: 3 clusters Score -8224892 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -8225366.500000 Penalty: 5313.579102
	Iteration 3Q: 3 clusters Score -8225366 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23774 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -8225893.000000 Penalty: 5313.579102
	Iteration 4Q: 3 clusters Score -8225893 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -8226414.500000 Penalty: 5313.579102
	Iteration 5Q: 3 clusters Score -8226414 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -8227147.500000 Penalty: 5313.579102
	Iteration 6Q: 3 clusters Score -8227148 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -8228174.000000 Penalty: 5313.579102
	Iteration 7Q: 3 clusters Score -8228174 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -8229626.000000 Penalty: 5313.579102
	Iteration 8Q: 3 clusters Score -8229626 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -8231521.500000 Penalty: 5313.579102
	Iteration 9F: 3 clusters Score -8231522 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -8233231.500000 Penalty: 5313.579102
	Iteration 10F: 3 clusters Score -8233232 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -8234425.500000 Penalty: 5313.579102
	Iteration 11Q: 3 clusters Score -8234426 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -8234930.000000 Penalty: 5313.579102
	Iteration 12Q: 3 clusters Score -8234930 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -8235301.000000 Penalty: 5313.579102
	Iteration 13Q: 3 clusters Score -8235301 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -8235526.500000 Penalty: 5313.579102
	Iteration 14Q: 3 clusters Score -8235526 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33228 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -8235723.000000 Penalty: 5313.579102
	Iteration 15Q: 3 clusters Score -8235723 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -8235935.000000 Penalty: 5313.579102
	Iteration 16Q: 3 clusters Score -8235935 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -8236193.000000 Penalty: 5313.579102
	Iteration 17Q: 3 clusters Score -8236193 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -8236473.500000 Penalty: 5313.579102
	Iteration 18Q: 3 clusters Score -8236474 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -8236698.500000 Penalty: 5313.579102
	Iteration 19Q: 3 clusters Score -8236698 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36178 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -8236927.000000 Penalty: 5313.579102
	Iteration 20F: 3 clusters Score -8236927 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36754 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -8237158.500000 Penalty: 5313.579102
	Iteration 21Q: 3 clusters Score -8237158 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -8237344.500000 Penalty: 5313.579102
	Iteration 22Q: 3 clusters Score -8237344 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37859 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -8237485.500000 Penalty: 5313.579102
	Iteration 23Q: 3 clusters Score -8237486 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38424 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -8237719.500000 Penalty: 5313.579102
	Iteration 24Q: 3 clusters Score -8237720 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -8237914.500000 Penalty: 5313.579102
	Iteration 25Q: 3 clusters Score -8237914 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39541 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -8238132.000000 Penalty: 5313.579102
	Iteration 26Q: 3 clusters Score -8238132 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40112 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -8238371.500000 Penalty: 5313.579102
	Iteration 27Q: 3 clusters Score -8238372 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -8238545.000000 Penalty: 5313.579102
	Iteration 28Q: 3 clusters Score -8238545 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41122 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -8238694.000000 Penalty: 5313.579102
	Iteration 29Q: 3 clusters Score -8238694 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -8238821.000000 Penalty: 5313.579102
	Iteration 30Q: 3 clusters Score -8238821 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41966 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -8238953.000000 Penalty: 5313.579102
	Iteration 31Q: 3 clusters Score -8238953 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -8239081.500000 Penalty: 5313.579102
	Iteration 32Q: 3 clusters Score -8239082 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -8239160.500000 Penalty: 5313.579102
	Iteration 33Q: 3 clusters Score -8239160 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -8239225.500000 Penalty: 5313.579102
	Iteration 34Q: 3 clusters Score -8239226 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -8239295.000000 Penalty: 5313.579102
	Iteration 35Q: 3 clusters Score -8239295 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43254 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -8239310.000000 Penalty: 5313.579102
	Iteration 36Q: 3 clusters Score -8239310 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -8239373.000000 Penalty: 5313.579102
	Iteration 37Q: 3 clusters Score -8239373 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43489 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -8239410.500000 Penalty: 5313.579102
	Iteration 38Q: 3 clusters Score -8239410 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -8239429.500000 Penalty: 5313.579102
	Iteration 39Q: 3 clusters Score -8239430 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -8239450.000000 Penalty: 5313.579102
	Iteration 40F: 3 clusters Score -8239450 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -8239467.000000 Penalty: 5313.579102
	Iteration 41Q: 3 clusters Score -8239467 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43801 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -8239494.000000 Penalty: 5313.579102
	Iteration 42Q: 3 clusters Score -8239494 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -8239498.500000 Penalty: 5313.579102
	Iteration 43Q: 3 clusters Score -8239498 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43872 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -8239519.000000 Penalty: 5313.579102
	Iteration 44Q: 3 clusters Score -8239519 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43896 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -8239526.000000 Penalty: 5313.579102
	Iteration 45Q: 3 clusters Score -8239526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -8239525.000000 Penalty: 5313.579102
	Iteration 46Q: 3 clusters Score -8239525 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43940 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -8239539.500000 Penalty: 5313.579102
	Iteration 47Q: 3 clusters Score -8239540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -8239540.000000 Penalty: 5313.579102
	Iteration 48Q: 3 clusters Score -8239540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -8239539.500000 Penalty: 5313.579102
	Iteration 49Q: 3 clusters Score -8239540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -8239534.500000 Penalty: 5313.579102
	Iteration 50Q: 3 clusters Score -8239534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43983 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -8239534.000000 Penalty: 5313.579102
	Iteration 51Q: 3 clusters Score -8239534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43992 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -8239550.500000 Penalty: 5313.579102
	Iteration 52Q: 3 clusters Score -8239550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -8239552.500000 Penalty: 5313.579102
	Iteration 53Q: 3 clusters Score -8239552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -8239551.000000 Penalty: 5313.579102
	Iteration 54Q: 3 clusters Score -8239551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44011 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -8239555.000000 Penalty: 5313.579102
	Iteration 55Q: 3 clusters Score -8239555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -8239549.000000 Penalty: 5313.579102
	Iteration 56Q: 3 clusters Score -8239549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -8239545.000000 Penalty: 5313.579102
	Iteration 57Q: 3 clusters Score -8239545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44026 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -8239549.000000 Penalty: 5313.579102
	Iteration 58Q: 3 clusters Score -8239549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -8239544.500000 Penalty: 5313.579102
	Iteration 59Q: 3 clusters Score -8239544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44033 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -8239547.500000 Penalty: 5313.579102
	Iteration 60F: 3 clusters Score -8239548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8239545.000000 Penalty: 5313.579102
	Iteration 61Q: 3 clusters Score -8239545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8239545.000000 Penalty: 5313.579102
	Iteration 62F: 3 clusters Score -8239545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Entering Unmasked Estep 
Score: -7832199.000000 Penalty: 2643.402588
	Iteration 0F: 2 clusters Score -7832199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -7804343.000000 Penalty: 5286.805176
	Iteration 0F: 3 clusters Score -7804343 nChanged 19499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -7815260.500000 Penalty: 5286.805176
	Iteration 1F: 3 clusters Score -7815260 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -7815990.500000 Penalty: 5286.805176
	Iteration 2Q: 3 clusters Score -7815990 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -7816759.000000 Penalty: 5286.805176
	Iteration 3Q: 3 clusters Score -7816759 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -7817951.000000 Penalty: 5286.805176
	Iteration 4F: 3 clusters Score -7817951 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -7819687.000000 Penalty: 5286.805176
	Iteration 5F: 3 clusters Score -7819687 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -7822048.000000 Penalty: 5286.805176
	Iteration 6F: 3 clusters Score -7822048 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -7824860.500000 Penalty: 5286.805176
	Iteration 7F: 3 clusters Score -7824860 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -7827431.500000 Penalty: 5286.805176
	Iteration 8F: 3 clusters Score -7827432 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -7829069.000000 Penalty: 5286.805176
	Iteration 9Q: 3 clusters Score -7829069 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -7829745.000000 Penalty: 5286.805176
	Iteration 10Q: 3 clusters Score -7829745 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -7829993.000000 Penalty: 5286.805176
	Iteration 11Q: 3 clusters Score -7829993 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 39079 members 
Entering Unmasked Estep 
Score: -7830141.000000 Penalty: 5286.805176
	Iteration 12Q: 3 clusters Score -7830141 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -7830184.500000 Penalty: 5286.805176
	Iteration 13Q: 3 clusters Score -7830184 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -7830220.500000 Penalty: 5286.805176
	Iteration 14Q: 3 clusters Score -7830220 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -7830247.500000 Penalty: 5286.805176
	Iteration 15Q: 3 clusters Score -7830248 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -7830247.500000 Penalty: 5286.805176
	Iteration 16Q: 3 clusters Score -7830248 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
Score: -7830261.500000 Penalty: 5286.805176
	Iteration 17Q: 3 clusters Score -7830262 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 40923 members 
Entering Unmasked Estep 
Score: -7830251.500000 Penalty: 5286.805176
	Iteration 18Q: 3 clusters Score -7830252 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
Score: -7830281.000000 Penalty: 5286.805176
	Iteration 19Q: 3 clusters Score -7830281 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 41170 members 
Entering Unmasked Estep 
Score: -7830283.500000 Penalty: 5286.805176
	Iteration 20F: 3 clusters Score -7830284 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -7830314.500000 Penalty: 5286.805176
	Iteration 21Q: 3 clusters Score -7830314 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -7830319.000000 Penalty: 5286.805176
	Iteration 22Q: 3 clusters Score -7830319 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -7830307.500000 Penalty: 5286.805176
	Iteration 23Q: 3 clusters Score -7830308 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -7830301.500000 Penalty: 5286.805176
	Iteration 24Q: 3 clusters Score -7830302 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 41514 members 
Entering Unmasked Estep 
Score: -7830298.500000 Penalty: 5286.805176
	Iteration 25Q: 3 clusters Score -7830298 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -7830303.500000 Penalty: 5286.805176
	Iteration 26Q: 3 clusters Score -7830304 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -7830316.500000 Penalty: 5286.805176
	Iteration 27Q: 3 clusters Score -7830316 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -7830325.500000 Penalty: 5286.805176
	Iteration 28Q: 3 clusters Score -7830326 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -7830329.500000 Penalty: 5286.805176
	Iteration 29Q: 3 clusters Score -7830330 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 41702 members 
Entering Unmasked Estep 
Score: -7830321.000000 Penalty: 5286.805176
	Iteration 30Q: 3 clusters Score -7830321 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -7830331.000000 Penalty: 5286.805176
	Iteration 31Q: 3 clusters Score -7830331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 41723 members 
Entering Unmasked Estep 
Score: -7830325.500000 Penalty: 5286.805176
	Iteration 32Q: 3 clusters Score -7830326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -7830326.500000 Penalty: 5286.805176
	Iteration 33Q: 3 clusters Score -7830326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
Score: -7830327.000000 Penalty: 5286.805176
	Iteration 34Q: 3 clusters Score -7830327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 41743 members 
Entering Unmasked Estep 
Score: -7830333.000000 Penalty: 5286.805176
	Iteration 35Q: 3 clusters Score -7830333 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 41752 members 
Entering Unmasked Estep 
Score: -7830330.500000 Penalty: 5286.805176
	Iteration 36Q: 3 clusters Score -7830330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
Score: -7830332.500000 Penalty: 5286.805176
	Iteration 37Q: 3 clusters Score -7830332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 41766 members 
Entering Unmasked Estep 
Score: -7830329.000000 Penalty: 5286.805176
	Iteration 38Q: 3 clusters Score -7830329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 41771 members 
Entering Unmasked Estep 
Score: -7830319.000000 Penalty: 5286.805176
	Iteration 39Q: 3 clusters Score -7830319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 41775 members 
Entering Unmasked Estep 
Score: -7830323.500000 Penalty: 5286.805176
	Iteration 40F: 3 clusters Score -7830324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (52135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52135 members 
Entering Unmasked Estep 
Score: -9521035.000000 Penalty: 2693.674561
	Iteration 0F: 2 clusters Score -9521035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -9489437.000000 Penalty: 5387.349121
	Iteration 0F: 3 clusters Score -9489437 nChanged 24240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -9502778.000000 Penalty: 5387.349121
	Iteration 1F: 3 clusters Score -9502778 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -9503429.000000 Penalty: 5387.349121
	Iteration 2Q: 3 clusters Score -9503429 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 25599 members 
Entering Unmasked Estep 
Score: -9504209.000000 Penalty: 5387.349121
	Iteration 3Q: 3 clusters Score -9504209 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -9505187.000000 Penalty: 5387.349121
	Iteration 4Q: 3 clusters Score -9505187 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -9506358.000000 Penalty: 5387.349121
	Iteration 5Q: 3 clusters Score -9506358 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -9507695.000000 Penalty: 5387.349121
	Iteration 6Q: 3 clusters Score -9507695 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -9509170.000000 Penalty: 5387.349121
	Iteration 7F: 3 clusters Score -9509170 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -9511105.000000 Penalty: 5387.349121
	Iteration 8F: 3 clusters Score -9511105 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24980 members 
Mstep: Class 2 contains 27155 members 
Entering Unmasked Estep 
Score: -9513050.000000 Penalty: 5387.349121
	Iteration 9F: 3 clusters Score -9513050 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 28090 members 
Entering Unmasked Estep 
Score: -9514642.000000 Penalty: 5387.349121
	Iteration 10F: 3 clusters Score -9514642 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -9515549.000000 Penalty: 5387.349121
	Iteration 11Q: 3 clusters Score -9515549 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -9516099.000000 Penalty: 5387.349121
	Iteration 12Q: 3 clusters Score -9516099 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 30921 members 
Entering Unmasked Estep 
Score: -9516474.000000 Penalty: 5387.349121
	Iteration 13Q: 3 clusters Score -9516474 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -9516841.000000 Penalty: 5387.349121
	Iteration 14Q: 3 clusters Score -9516841 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -9517254.000000 Penalty: 5387.349121
	Iteration 15Q: 3 clusters Score -9517254 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -9517727.000000 Penalty: 5387.349121
	Iteration 16Q: 3 clusters Score -9517727 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -9518163.000000 Penalty: 5387.349121
	Iteration 17Q: 3 clusters Score -9518163 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -9518612.000000 Penalty: 5387.349121
	Iteration 18Q: 3 clusters Score -9518612 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -9519052.000000 Penalty: 5387.349121
	Iteration 19Q: 3 clusters Score -9519052 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
Score: -9519349.000000 Penalty: 5387.349121
	Iteration 20F: 3 clusters Score -9519349 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -9519662.000000 Penalty: 5387.349121
	Iteration 21Q: 3 clusters Score -9519662 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -9519895.000000 Penalty: 5387.349121
	Iteration 22Q: 3 clusters Score -9519895 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -9520169.000000 Penalty: 5387.349121
	Iteration 23Q: 3 clusters Score -9520169 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 41105 members 
Entering Unmasked Estep 
Score: -9520355.000000 Penalty: 5387.349121
	Iteration 24Q: 3 clusters Score -9520355 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 41852 members 
Entering Unmasked Estep 
Score: -9520486.000000 Penalty: 5387.349121
	Iteration 25Q: 3 clusters Score -9520486 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
Score: -9520604.000000 Penalty: 5387.349121
	Iteration 26Q: 3 clusters Score -9520604 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 43006 members 
Entering Unmasked Estep 
Score: -9520690.000000 Penalty: 5387.349121
	Iteration 27Q: 3 clusters Score -9520690 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -9520726.000000 Penalty: 5387.349121
	Iteration 28Q: 3 clusters Score -9520726 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 43970 members 
Entering Unmasked Estep 
Score: -9520765.000000 Penalty: 5387.349121
	Iteration 29Q: 3 clusters Score -9520765 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -9520802.000000 Penalty: 5387.349121
	Iteration 30Q: 3 clusters Score -9520802 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 44699 members 
Entering Unmasked Estep 
Score: -9520851.000000 Penalty: 5387.349121
	Iteration 31Q: 3 clusters Score -9520851 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 45040 members 
Entering Unmasked Estep 
Score: -9520841.000000 Penalty: 5387.349121
	Iteration 32Q: 3 clusters Score -9520841 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -9520850.000000 Penalty: 5387.349121
	Iteration 33Q: 3 clusters Score -9520850 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 45654 members 
Entering Unmasked Estep 
Score: -9520846.000000 Penalty: 5387.349121
	Iteration 34Q: 3 clusters Score -9520846 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
Score: -9520893.000000 Penalty: 5387.349121
	Iteration 35Q: 3 clusters Score -9520893 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 46259 members 
Entering Unmasked Estep 
Score: -9520851.000000 Penalty: 5387.349121
	Iteration 36Q: 3 clusters Score -9520851 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 46537 members 
Entering Unmasked Estep 
Score: -9520788.000000 Penalty: 5387.349121
	Iteration 37Q: 3 clusters Score -9520788 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 46825 members 
Entering Unmasked Estep 
Score: -9520782.000000 Penalty: 5387.349121
	Iteration 38Q: 3 clusters Score -9520782 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 47107 members 
Entering Unmasked Estep 
Score: -9520757.000000 Penalty: 5387.349121
	Iteration 39Q: 3 clusters Score -9520757 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 47375 members 
Entering Unmasked Estep 
Score: -9520708.000000 Penalty: 5387.349121
	Iteration 40F: 3 clusters Score -9520708 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 47605 members 
Entering Unmasked Estep 
Score: -9520675.000000 Penalty: 5387.349121
	Iteration 41Q: 3 clusters Score -9520675 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 47799 members 
Entering Unmasked Estep 
Score: -9520638.000000 Penalty: 5387.349121
	Iteration 42Q: 3 clusters Score -9520638 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 47964 members 
Entering Unmasked Estep 
Score: -9520620.000000 Penalty: 5387.349121
	Iteration 43Q: 3 clusters Score -9520620 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 48115 members 
Entering Unmasked Estep 
Score: -9520604.000000 Penalty: 5387.349121
	Iteration 44Q: 3 clusters Score -9520604 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 48268 members 
Entering Unmasked Estep 
Score: -9520580.000000 Penalty: 5387.349121
	Iteration 45Q: 3 clusters Score -9520580 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 48402 members 
Entering Unmasked Estep 
Score: -9520564.000000 Penalty: 5387.349121
	Iteration 46Q: 3 clusters Score -9520564 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 48531 members 
Entering Unmasked Estep 
Score: -9520556.000000 Penalty: 5387.349121
	Iteration 47Q: 3 clusters Score -9520556 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 48661 members 
Entering Unmasked Estep 
Score: -9520517.000000 Penalty: 5387.349121
	Iteration 48Q: 3 clusters Score -9520517 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 48765 members 
Entering Unmasked Estep 
Score: -9520531.000000 Penalty: 5387.349121
	Iteration 49Q: 3 clusters Score -9520531 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 48857 members 
Entering Unmasked Estep 
Score: -9520491.000000 Penalty: 5387.349121
	Iteration 50Q: 3 clusters Score -9520491 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 48931 members 
Entering Unmasked Estep 
Score: -9520475.000000 Penalty: 5387.349121
	Iteration 51Q: 3 clusters Score -9520475 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 49000 members 
Entering Unmasked Estep 
Score: -9520441.000000 Penalty: 5387.349121
	Iteration 52Q: 3 clusters Score -9520441 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 49061 members 
Entering Unmasked Estep 
Score: -9520443.000000 Penalty: 5387.349121
	Iteration 53Q: 3 clusters Score -9520443 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 49112 members 
Entering Unmasked Estep 
Score: -9520427.000000 Penalty: 5387.349121
	Iteration 54Q: 3 clusters Score -9520427 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 49156 members 
Entering Unmasked Estep 
Score: -9520405.000000 Penalty: 5387.349121
	Iteration 55Q: 3 clusters Score -9520405 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 49193 members 
Entering Unmasked Estep 
Score: -9520387.000000 Penalty: 5387.349121
	Iteration 56Q: 3 clusters Score -9520387 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 49221 members 
Entering Unmasked Estep 
Score: -9520390.000000 Penalty: 5387.349121
	Iteration 57Q: 3 clusters Score -9520390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 49246 members 
Entering Unmasked Estep 
Score: -9520393.000000 Penalty: 5387.349121
	Iteration 58Q: 3 clusters Score -9520393 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 49274 members 
Entering Unmasked Estep 
Score: -9520379.000000 Penalty: 5387.349121
	Iteration 59Q: 3 clusters Score -9520379 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 49302 members 
Entering Unmasked Estep 
Score: -9520387.000000 Penalty: 5387.349121
	Iteration 60F: 3 clusters Score -9520387 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 49337 members 
Entering Unmasked Estep 
Score: -9520391.000000 Penalty: 5387.349121
	Iteration 61Q: 3 clusters Score -9520391 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 49371 members 
Entering Unmasked Estep 
Score: -9520377.000000 Penalty: 5387.349121
	Iteration 62Q: 3 clusters Score -9520377 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 49407 members 
Entering Unmasked Estep 
Score: -9520383.000000 Penalty: 5387.349121
	Iteration 63Q: 3 clusters Score -9520383 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 49445 members 
Entering Unmasked Estep 
Score: -9520368.000000 Penalty: 5387.349121
	Iteration 64Q: 3 clusters Score -9520368 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 49491 members 
Entering Unmasked Estep 
Score: -9520376.000000 Penalty: 5387.349121
	Iteration 65Q: 3 clusters Score -9520376 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 49532 members 
Entering Unmasked Estep 
Score: -9520389.000000 Penalty: 5387.349121
	Iteration 66Q: 3 clusters Score -9520389 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 49565 members 
Entering Unmasked Estep 
Score: -9520394.000000 Penalty: 5387.349121
	Iteration 67Q: 3 clusters Score -9520394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 49590 members 
Entering Unmasked Estep 
Score: -9520399.000000 Penalty: 5387.349121
	Iteration 68Q: 3 clusters Score -9520399 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 49611 members 
Entering Unmasked Estep 
Score: -9520398.000000 Penalty: 5387.349121
	Iteration 69Q: 3 clusters Score -9520398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 49626 members 
Entering Unmasked Estep 
Score: -9520390.000000 Penalty: 5387.349121
	Iteration 70Q: 3 clusters Score -9520390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 49637 members 
Entering Unmasked Estep 
Score: -9520390.000000 Penalty: 5387.349121
	Iteration 71Q: 3 clusters Score -9520390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 49650 members 
Entering Unmasked Estep 
Score: -9520384.000000 Penalty: 5387.349121
	Iteration 72Q: 3 clusters Score -9520384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 49666 members 
Entering Unmasked Estep 
Score: -9520382.000000 Penalty: 5387.349121
	Iteration 73Q: 3 clusters Score -9520382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 49685 members 
Entering Unmasked Estep 
Score: -9520366.000000 Penalty: 5387.349121
	Iteration 74Q: 3 clusters Score -9520366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 49702 members 
Entering Unmasked Estep 
Score: -9520380.000000 Penalty: 5387.349121
	Iteration 75Q: 3 clusters Score -9520380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 49716 members 
Entering Unmasked Estep 
Score: -9520364.000000 Penalty: 5387.349121
	Iteration 76Q: 3 clusters Score -9520364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 49731 members 
Entering Unmasked Estep 
Score: -9520372.000000 Penalty: 5387.349121
	Iteration 77Q: 3 clusters Score -9520372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 49748 members 
Entering Unmasked Estep 
Score: -9520348.000000 Penalty: 5387.349121
	Iteration 78Q: 3 clusters Score -9520348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 49761 members 
Entering Unmasked Estep 
Score: -9520334.000000 Penalty: 5387.349121
	Iteration 79Q: 3 clusters Score -9520334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 49774 members 
Entering Unmasked Estep 
Score: -9520327.000000 Penalty: 5387.349121
	Iteration 80F: 3 clusters Score -9520327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 49782 members 
Entering Unmasked Estep 
Score: -9520327.000000 Penalty: 5387.349121
	Iteration 81Q: 3 clusters Score -9520327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 49790 members 
Entering Unmasked Estep 
Score: -9520311.000000 Penalty: 5387.349121
	Iteration 82Q: 3 clusters Score -9520311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 49800 members 
Entering Unmasked Estep 
Score: -9520324.000000 Penalty: 5387.349121
	Iteration 83Q: 3 clusters Score -9520324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 49809 members 
Entering Unmasked Estep 
Score: -9520321.000000 Penalty: 5387.349121
	Iteration 84Q: 3 clusters Score -9520321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 49818 members 
Entering Unmasked Estep 
Score: -9520306.000000 Penalty: 5387.349121
	Iteration 85Q: 3 clusters Score -9520306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 49826 members 
Entering Unmasked Estep 
Score: -9520301.000000 Penalty: 5387.349121
	Iteration 86Q: 3 clusters Score -9520301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 49833 members 
Entering Unmasked Estep 
Score: -9520292.000000 Penalty: 5387.349121
	Iteration 87Q: 3 clusters Score -9520292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 49836 members 
Entering Unmasked Estep 
Score: -9520292.000000 Penalty: 5387.349121
	Iteration 88Q: 3 clusters Score -9520292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 49840 members 
Entering Unmasked Estep 
Score: -9520293.000000 Penalty: 5387.349121
	Iteration 89Q: 3 clusters Score -9520293 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 49841 members 
Entering Unmasked Estep 
Score: -9520292.000000 Penalty: 5387.349121
	Iteration 90Q: 3 clusters Score -9520292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 49843 members 
Entering Unmasked Estep 
Score: -9520298.000000 Penalty: 5387.349121
	Iteration 91Q: 3 clusters Score -9520298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 49844 members 
Entering Unmasked Estep 
Score: -9520298.000000 Penalty: 5387.349121
	Iteration 92Q: 3 clusters Score -9520298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 49846 members 
Entering Unmasked Estep 
Score: -9520297.000000 Penalty: 5387.349121
	Iteration 93Q: 3 clusters Score -9520297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 49849 members 
Entering Unmasked Estep 
Score: -9520299.000000 Penalty: 5387.349121
	Iteration 94Q: 3 clusters Score -9520299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 49854 members 
Entering Unmasked Estep 
Score: -9520294.000000 Penalty: 5387.349121
	Iteration 95Q: 3 clusters Score -9520294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 49858 members 
Entering Unmasked Estep 
Score: -9520304.000000 Penalty: 5387.349121
	Iteration 96Q: 3 clusters Score -9520304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 49860 members 
Entering Unmasked Estep 
Score: -9520295.000000 Penalty: 5387.349121
	Iteration 97Q: 3 clusters Score -9520295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 49861 members 
Entering Unmasked Estep 
Score: -9520291.000000 Penalty: 5387.349121
	Iteration 98Q: 3 clusters Score -9520291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 49861 members 
Entering Unmasked Estep 
Score: -9520291.000000 Penalty: 5387.349121
	Iteration 99F: 3 clusters Score -9520291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Entering Unmasked Estep 
Score: -74610.476562 Penalty: 1517.833740
	Iteration 0F: 2 clusters Score -74610.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -73208.750000 Penalty: 3035.667480
	Iteration 0F: 3 clusters Score -73208.75 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -73370.484375 Penalty: 3035.667480
	Iteration 1F: 3 clusters Score -73370.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -73417.554688 Penalty: 3035.667480
	Iteration 2F: 3 clusters Score -73417.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -73445.140625 Penalty: 3035.667480
	Iteration 3Q: 3 clusters Score -73445.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -73472.726562 Penalty: 3035.667480
	Iteration 4Q: 3 clusters Score -73472.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -73523.687500 Penalty: 3035.667480
	Iteration 5Q: 3 clusters Score -73523.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -73582.031250 Penalty: 3035.667480
	Iteration 6Q: 3 clusters Score -73582.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -73614.414062 Penalty: 3035.667480
	Iteration 7Q: 3 clusters Score -73614.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -73660.406250 Penalty: 3035.667480
	Iteration 8Q: 3 clusters Score -73660.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -73689.078125 Penalty: 3035.667480
	Iteration 9Q: 3 clusters Score -73689.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -73714.453125 Penalty: 3035.667480
	Iteration 10Q: 3 clusters Score -73714.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -73755.234375 Penalty: 3035.667480
	Iteration 11Q: 3 clusters Score -73755.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -73759.390625 Penalty: 3035.667480
	Iteration 12Q: 3 clusters Score -73759.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -73763.875000 Penalty: 3035.667480
	Iteration 13Q: 3 clusters Score -73763.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -73763.875000 Penalty: 3035.667480
	Iteration 14F: 3 clusters Score -73763.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Entering Unmasked Estep 
Score: -4312560.500000 Penalty: 2504.657227
	Iteration 0F: 2 clusters Score -4312560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -4295646.000000 Penalty: 5009.314453
	Iteration 0F: 3 clusters Score -4295646 nChanged 10883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -4301433.500000 Penalty: 5009.314453
	Iteration 1F: 3 clusters Score -4301434 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -4301839.000000 Penalty: 5009.314453
	Iteration 2Q: 3 clusters Score -4301839 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -4302229.000000 Penalty: 5009.314453
	Iteration 3Q: 3 clusters Score -4302229 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -4302561.500000 Penalty: 5009.314453
	Iteration 4Q: 3 clusters Score -4302562 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -4302816.500000 Penalty: 5009.314453
	Iteration 5Q: 3 clusters Score -4302816 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -4303040.000000 Penalty: 5009.314453
	Iteration 6Q: 3 clusters Score -4303040 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -4303248.000000 Penalty: 5009.314453
	Iteration 7Q: 3 clusters Score -4303248 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -4303427.500000 Penalty: 5009.314453
	Iteration 8Q: 3 clusters Score -4303428 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -4303571.000000 Penalty: 5009.314453
	Iteration 9Q: 3 clusters Score -4303571 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -4303708.000000 Penalty: 5009.314453
	Iteration 10Q: 3 clusters Score -4303708 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -4303869.500000 Penalty: 5009.314453
	Iteration 11Q: 3 clusters Score -4303870 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -4304063.500000 Penalty: 5009.314453
	Iteration 12Q: 3 clusters Score -4304064 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -4304306.500000 Penalty: 5009.314453
	Iteration 13Q: 3 clusters Score -4304306 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -4304634.000000 Penalty: 5009.314453
	Iteration 14Q: 3 clusters Score -4304634 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -4305048.500000 Penalty: 5009.314453
	Iteration 15Q: 3 clusters Score -4305048 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -4305532.000000 Penalty: 5009.314453
	Iteration 16Q: 3 clusters Score -4305532 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -4305982.500000 Penalty: 5009.314453
	Iteration 17Q: 3 clusters Score -4305982 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -4306364.000000 Penalty: 5009.314453
	Iteration 18Q: 3 clusters Score -4306364 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -4306622.000000 Penalty: 5009.314453
	Iteration 19Q: 3 clusters Score -4306622 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -4306748.500000 Penalty: 5009.314453
	Iteration 20F: 3 clusters Score -4306748 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -4306853.000000 Penalty: 5009.314453
	Iteration 21Q: 3 clusters Score -4306853 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -4306958.000000 Penalty: 5009.314453
	Iteration 22Q: 3 clusters Score -4306958 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -4307087.500000 Penalty: 5009.314453
	Iteration 23Q: 3 clusters Score -4307088 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -4307189.500000 Penalty: 5009.314453
	Iteration 24Q: 3 clusters Score -4307190 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -4307317.500000 Penalty: 5009.314453
	Iteration 25Q: 3 clusters Score -4307318 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -4307448.500000 Penalty: 5009.314453
	Iteration 26Q: 3 clusters Score -4307448 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -4307568.000000 Penalty: 5009.314453
	Iteration 27Q: 3 clusters Score -4307568 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -4307700.000000 Penalty: 5009.314453
	Iteration 28Q: 3 clusters Score -4307700 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -4307844.000000 Penalty: 5009.314453
	Iteration 29Q: 3 clusters Score -4307844 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -4307979.000000 Penalty: 5009.314453
	Iteration 30Q: 3 clusters Score -4307979 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -4308163.000000 Penalty: 5009.314453
	Iteration 31Q: 3 clusters Score -4308163 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -4308336.500000 Penalty: 5009.314453
	Iteration 32Q: 3 clusters Score -4308336 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -4308520.000000 Penalty: 5009.314453
	Iteration 33Q: 3 clusters Score -4308520 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -4308746.500000 Penalty: 5009.314453
	Iteration 34Q: 3 clusters Score -4308746 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -4309016.000000 Penalty: 5009.314453
	Iteration 35Q: 3 clusters Score -4309016 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -4309352.000000 Penalty: 5009.314453
	Iteration 36Q: 3 clusters Score -4309352 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -4309687.000000 Penalty: 5009.314453
	Iteration 37Q: 3 clusters Score -4309687 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4309995.500000 Penalty: 5009.314453
	Iteration 38Q: 3 clusters Score -4309996 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4310244.000000 Penalty: 5009.314453
	Iteration 39Q: 3 clusters Score -4310244 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4310420.000000 Penalty: 5009.314453
	Iteration 40F: 3 clusters Score -4310420 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4310548.000000 Penalty: 5009.314453
	Iteration 41Q: 3 clusters Score -4310548 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4310606.500000 Penalty: 5009.314453
	Iteration 42Q: 3 clusters Score -4310606 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4310650.000000 Penalty: 5009.314453
	Iteration 43Q: 3 clusters Score -4310650 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4310676.500000 Penalty: 5009.314453
	Iteration 44Q: 3 clusters Score -4310676 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4310702.000000 Penalty: 5009.314453
	Iteration 45Q: 3 clusters Score -4310702 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4310715.000000 Penalty: 5009.314453
	Iteration 46Q: 3 clusters Score -4310715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -4310719.500000 Penalty: 5009.314453
	Iteration 47Q: 3 clusters Score -4310720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4310729.000000 Penalty: 5009.314453
	Iteration 48Q: 3 clusters Score -4310729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4310727.000000 Penalty: 5009.314453
	Iteration 49Q: 3 clusters Score -4310727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4310726.500000 Penalty: 5009.314453
	Iteration 50Q: 3 clusters Score -4310726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4310735.500000 Penalty: 5009.314453
	Iteration 51Q: 3 clusters Score -4310736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4310732.500000 Penalty: 5009.314453
	Iteration 52Q: 3 clusters Score -4310732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4310735.000000 Penalty: 5009.314453
	Iteration 53Q: 3 clusters Score -4310735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4310736.500000 Penalty: 5009.314453
	Iteration 54Q: 3 clusters Score -4310736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4310734.500000 Penalty: 5009.314453
	Iteration 55Q: 3 clusters Score -4310734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4310734.500000 Penalty: 5009.314453
	Iteration 56Q: 3 clusters Score -4310734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4310733.500000 Penalty: 5009.314453
	Iteration 57Q: 3 clusters Score -4310734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4310734.500000 Penalty: 5009.314453
	Iteration 58Q: 3 clusters Score -4310734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4310736.500000 Penalty: 5009.314453
	Iteration 59Q: 3 clusters Score -4310736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4310741.500000 Penalty: 5009.314453
	Iteration 60F: 3 clusters Score -4310742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4310741.000000 Penalty: 5009.314453
	Iteration 61Q: 3 clusters Score -4310741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23675 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4310738.000000 Penalty: 5009.314453
	Iteration 62Q: 3 clusters Score -4310738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4310739.500000 Penalty: 5009.314453
	Iteration 63Q: 3 clusters Score -4310740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4310737.000000 Penalty: 5009.314453
	Iteration 64Q: 3 clusters Score -4310737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4310735.500000 Penalty: 5009.314453
	Iteration 65Q: 3 clusters Score -4310736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4310735.500000 Penalty: 5009.314453
	Iteration 66F: 3 clusters Score -4310736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (47574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47574 members 
Entering Unmasked Estep 
Score: -8779977.000000 Penalty: 2670.970215
	Iteration 0F: 2 clusters Score -8779977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -8750966.000000 Penalty: 5341.940430
	Iteration 0F: 3 clusters Score -8750966 nChanged 22072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -8763305.000000 Penalty: 5341.940430
	Iteration 1F: 3 clusters Score -8763305 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -8763981.000000 Penalty: 5341.940430
	Iteration 2Q: 3 clusters Score -8763981 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -8764823.000000 Penalty: 5341.940430
	Iteration 3Q: 3 clusters Score -8764823 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -8765923.000000 Penalty: 5341.940430
	Iteration 4F: 3 clusters Score -8765923 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -8767507.000000 Penalty: 5341.940430
	Iteration 5F: 3 clusters Score -8767507 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -8769514.000000 Penalty: 5341.940430
	Iteration 6F: 3 clusters Score -8769514 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -8771988.000000 Penalty: 5341.940430
	Iteration 7F: 3 clusters Score -8771988 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 37799 members 
Entering Unmasked Estep 
Score: -8774374.000000 Penalty: 5341.940430
	Iteration 8F: 3 clusters Score -8774374 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -8776174.000000 Penalty: 5341.940430
	Iteration 9Q: 3 clusters Score -8776174 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 40055 members 
Entering Unmasked Estep 
Score: -8777257.000000 Penalty: 5341.940430
	Iteration 10Q: 3 clusters Score -8777257 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -8777828.000000 Penalty: 5341.940430
	Iteration 11Q: 3 clusters Score -8777828 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -8778135.000000 Penalty: 5341.940430
	Iteration 12Q: 3 clusters Score -8778135 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -8778352.000000 Penalty: 5341.940430
	Iteration 13Q: 3 clusters Score -8778352 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -8778474.000000 Penalty: 5341.940430
	Iteration 14Q: 3 clusters Score -8778474 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -8778553.000000 Penalty: 5341.940430
	Iteration 15Q: 3 clusters Score -8778553 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -8778648.000000 Penalty: 5341.940430
	Iteration 16Q: 3 clusters Score -8778648 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -8778715.000000 Penalty: 5341.940430
	Iteration 17Q: 3 clusters Score -8778715 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 41722 members 
Entering Unmasked Estep 
Score: -8778786.000000 Penalty: 5341.940430
	Iteration 18Q: 3 clusters Score -8778786 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -8778821.000000 Penalty: 5341.940430
	Iteration 19Q: 3 clusters Score -8778821 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -8778878.000000 Penalty: 5341.940430
	Iteration 20F: 3 clusters Score -8778878 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -8778900.000000 Penalty: 5341.940430
	Iteration 21Q: 3 clusters Score -8778900 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -8778920.000000 Penalty: 5341.940430
	Iteration 22Q: 3 clusters Score -8778920 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
Score: -8778929.000000 Penalty: 5341.940430
	Iteration 23Q: 3 clusters Score -8778929 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -8778948.000000 Penalty: 5341.940430
	Iteration 24Q: 3 clusters Score -8778948 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -8778964.000000 Penalty: 5341.940430
	Iteration 25Q: 3 clusters Score -8778964 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 42561 members 
Entering Unmasked Estep 
Score: -8778977.000000 Penalty: 5341.940430
	Iteration 26Q: 3 clusters Score -8778977 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -8778965.000000 Penalty: 5341.940430
	Iteration 27Q: 3 clusters Score -8778965 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 42715 members 
Entering Unmasked Estep 
Score: -8778979.000000 Penalty: 5341.940430
	Iteration 28Q: 3 clusters Score -8778979 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 42807 members 
Entering Unmasked Estep 
Score: -8778961.000000 Penalty: 5341.940430
	Iteration 29Q: 3 clusters Score -8778961 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 42907 members 
Entering Unmasked Estep 
Score: -8778983.000000 Penalty: 5341.940430
	Iteration 30Q: 3 clusters Score -8778983 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 43007 members 
Entering Unmasked Estep 
Score: -8778992.000000 Penalty: 5341.940430
	Iteration 31Q: 3 clusters Score -8778992 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -8778989.000000 Penalty: 5341.940430
	Iteration 32Q: 3 clusters Score -8778989 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -8778968.000000 Penalty: 5341.940430
	Iteration 33Q: 3 clusters Score -8778968 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -8778959.000000 Penalty: 5341.940430
	Iteration 34Q: 3 clusters Score -8778959 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 43301 members 
Entering Unmasked Estep 
Score: -8778954.000000 Penalty: 5341.940430
	Iteration 35Q: 3 clusters Score -8778954 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -8778941.000000 Penalty: 5341.940430
	Iteration 36Q: 3 clusters Score -8778941 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 43398 members 
Entering Unmasked Estep 
Score: -8778921.000000 Penalty: 5341.940430
	Iteration 37Q: 3 clusters Score -8778921 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 43435 members 
Entering Unmasked Estep 
Score: -8778913.000000 Penalty: 5341.940430
	Iteration 38Q: 3 clusters Score -8778913 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 43467 members 
Entering Unmasked Estep 
Score: -8778921.000000 Penalty: 5341.940430
	Iteration 39Q: 3 clusters Score -8778921 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
Score: -8778903.000000 Penalty: 5341.940430
	Iteration 40F: 3 clusters Score -8778903 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -8778889.000000 Penalty: 5341.940430
	Iteration 41Q: 3 clusters Score -8778889 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -8778896.000000 Penalty: 5341.940430
	Iteration 42Q: 3 clusters Score -8778896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 43576 members 
Entering Unmasked Estep 
Score: -8778902.000000 Penalty: 5341.940430
	Iteration 43Q: 3 clusters Score -8778902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
Score: -8778903.000000 Penalty: 5341.940430
	Iteration 44Q: 3 clusters Score -8778903 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -8778901.000000 Penalty: 5341.940430
	Iteration 45Q: 3 clusters Score -8778901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -8778910.000000 Penalty: 5341.940430
	Iteration 46Q: 3 clusters Score -8778910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 43638 members 
Entering Unmasked Estep 
Score: -8778908.000000 Penalty: 5341.940430
	Iteration 47Q: 3 clusters Score -8778908 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 43647 members 
Entering Unmasked Estep 
Score: -8778905.000000 Penalty: 5341.940430
	Iteration 48Q: 3 clusters Score -8778905 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 43656 members 
Entering Unmasked Estep 
Score: -8778910.000000 Penalty: 5341.940430
	Iteration 49Q: 3 clusters Score -8778910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -8778905.000000 Penalty: 5341.940430
	Iteration 50Q: 3 clusters Score -8778905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 43672 members 
Entering Unmasked Estep 
Score: -8778903.000000 Penalty: 5341.940430
	Iteration 51Q: 3 clusters Score -8778903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -8778909.000000 Penalty: 5341.940430
	Iteration 52Q: 3 clusters Score -8778909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 43681 members 
Entering Unmasked Estep 
Score: -8778902.000000 Penalty: 5341.940430
	Iteration 53Q: 3 clusters Score -8778902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -8778904.000000 Penalty: 5341.940430
	Iteration 54Q: 3 clusters Score -8778904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -8778894.000000 Penalty: 5341.940430
	Iteration 55Q: 3 clusters Score -8778894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 43693 members 
Entering Unmasked Estep 
Score: -8778903.000000 Penalty: 5341.940430
	Iteration 56Q: 3 clusters Score -8778903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -8778898.000000 Penalty: 5341.940430
	Iteration 57Q: 3 clusters Score -8778898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -8778901.000000 Penalty: 5341.940430
	Iteration 58Q: 3 clusters Score -8778901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 43716 members 
Entering Unmasked Estep 
Score: -8778895.000000 Penalty: 5341.940430
	Iteration 59Q: 3 clusters Score -8778895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 43721 members 
Entering Unmasked Estep 
Score: -8778911.000000 Penalty: 5341.940430
	Iteration 60F: 3 clusters Score -8778911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -8778904.000000 Penalty: 5341.940430
	Iteration 61Q: 3 clusters Score -8778904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 43736 members 
Entering Unmasked Estep 
Score: -8778909.000000 Penalty: 5341.940430
	Iteration 62Q: 3 clusters Score -8778909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -8778900.000000 Penalty: 5341.940430
	Iteration 63Q: 3 clusters Score -8778900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 43759 members 
Entering Unmasked Estep 
Score: -8778884.000000 Penalty: 5341.940430
	Iteration 64Q: 3 clusters Score -8778884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 43775 members 
Entering Unmasked Estep 
Score: -8778883.000000 Penalty: 5341.940430
	Iteration 65Q: 3 clusters Score -8778883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -8778873.000000 Penalty: 5341.940430
	Iteration 66Q: 3 clusters Score -8778873 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 43813 members 
Entering Unmasked Estep 
Score: -8778863.000000 Penalty: 5341.940430
	Iteration 67Q: 3 clusters Score -8778863 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 43833 members 
Entering Unmasked Estep 
Score: -8778869.000000 Penalty: 5341.940430
	Iteration 68Q: 3 clusters Score -8778869 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -8778865.000000 Penalty: 5341.940430
	Iteration 69Q: 3 clusters Score -8778865 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 43890 members 
Entering Unmasked Estep 
Score: -8778879.000000 Penalty: 5341.940430
	Iteration 70Q: 3 clusters Score -8778879 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 43922 members 
Entering Unmasked Estep 
Score: -8778871.000000 Penalty: 5341.940430
	Iteration 71Q: 3 clusters Score -8778871 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 43948 members 
Entering Unmasked Estep 
Score: -8778859.000000 Penalty: 5341.940430
	Iteration 72Q: 3 clusters Score -8778859 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 43975 members 
Entering Unmasked Estep 
Score: -8778845.000000 Penalty: 5341.940430
	Iteration 73Q: 3 clusters Score -8778845 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -8778833.000000 Penalty: 5341.940430
	Iteration 74Q: 3 clusters Score -8778833 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -8778838.000000 Penalty: 5341.940430
	Iteration 75Q: 3 clusters Score -8778838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 44026 members 
Entering Unmasked Estep 
Score: -8778835.000000 Penalty: 5341.940430
	Iteration 76Q: 3 clusters Score -8778835 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 44046 members 
Entering Unmasked Estep 
Score: -8778826.000000 Penalty: 5341.940430
	Iteration 77Q: 3 clusters Score -8778826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 44059 members 
Entering Unmasked Estep 
Score: -8778819.000000 Penalty: 5341.940430
	Iteration 78Q: 3 clusters Score -8778819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 44072 members 
Entering Unmasked Estep 
Score: -8778829.000000 Penalty: 5341.940430
	Iteration 79Q: 3 clusters Score -8778829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 44085 members 
Entering Unmasked Estep 
Score: -8778817.000000 Penalty: 5341.940430
	Iteration 80F: 3 clusters Score -8778817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 44102 members 
Entering Unmasked Estep 
Score: -8778822.000000 Penalty: 5341.940430
	Iteration 81Q: 3 clusters Score -8778822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -8778810.000000 Penalty: 5341.940430
	Iteration 82Q: 3 clusters Score -8778810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 44123 members 
Entering Unmasked Estep 
Score: -8778820.000000 Penalty: 5341.940430
	Iteration 83Q: 3 clusters Score -8778820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -8778830.000000 Penalty: 5341.940430
	Iteration 84Q: 3 clusters Score -8778830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 44132 members 
Entering Unmasked Estep 
Score: -8778817.000000 Penalty: 5341.940430
	Iteration 85Q: 3 clusters Score -8778817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 44134 members 
Entering Unmasked Estep 
Score: -8778820.000000 Penalty: 5341.940430
	Iteration 86Q: 3 clusters Score -8778820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 44137 members 
Entering Unmasked Estep 
Score: -8778819.000000 Penalty: 5341.940430
	Iteration 87Q: 3 clusters Score -8778819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -8778815.000000 Penalty: 5341.940430
	Iteration 88Q: 3 clusters Score -8778815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 44142 members 
Entering Unmasked Estep 
Score: -8778812.000000 Penalty: 5341.940430
	Iteration 89Q: 3 clusters Score -8778812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 44144 members 
Entering Unmasked Estep 
Score: -8778810.000000 Penalty: 5341.940430
	Iteration 90Q: 3 clusters Score -8778810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 44144 members 
Entering Unmasked Estep 
Score: -8778810.000000 Penalty: 5341.940430
	Iteration 91F: 3 clusters Score -8778810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Entering Unmasked Estep 
Score: -442192.593750 Penalty: 1961.006348
	Iteration 0F: 2 clusters Score -442192.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -439397.468750 Penalty: 3922.012695
	Iteration 0F: 3 clusters Score -439397.5 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -440953.937500 Penalty: 3922.012695
	Iteration 1F: 3 clusters Score -440953.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -442272.312500 Penalty: 3922.012695
	Iteration 2F: 3 clusters Score -442272.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -443243.500000 Penalty: 3922.012695
	Iteration 3F: 3 clusters Score -443243.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -443593.281250 Penalty: 3922.012695
	Iteration 4F: 3 clusters Score -443593.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -443746.500000 Penalty: 3922.012695
	Iteration 5Q: 3 clusters Score -443746.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -443812.593750 Penalty: 3922.012695
	Iteration 6Q: 3 clusters Score -443812.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -443836.156250 Penalty: 3922.012695
	Iteration 7Q: 3 clusters Score -443836.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -443849.312500 Penalty: 3922.012695
	Iteration 8Q: 3 clusters Score -443849.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -443862.812500 Penalty: 3922.012695
	Iteration 9Q: 3 clusters Score -443862.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -443870.406250 Penalty: 3922.012695
	Iteration 10Q: 3 clusters Score -443870.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -443877.750000 Penalty: 3922.012695
	Iteration 11Q: 3 clusters Score -443877.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -443885.781250 Penalty: 3922.012695
	Iteration 12Q: 3 clusters Score -443885.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -443893.906250 Penalty: 3922.012695
	Iteration 13Q: 3 clusters Score -443893.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -443901.343750 Penalty: 3922.012695
	Iteration 14Q: 3 clusters Score -443901.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -443903.968750 Penalty: 3922.012695
	Iteration 15Q: 3 clusters Score -443904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -443906.500000 Penalty: 3922.012695
	Iteration 16Q: 3 clusters Score -443906.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -443909.406250 Penalty: 3922.012695
	Iteration 17Q: 3 clusters Score -443909.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -443910.875000 Penalty: 3922.012695
	Iteration 18Q: 3 clusters Score -443910.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -443913.000000 Penalty: 3922.012695
	Iteration 19Q: 3 clusters Score -443913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -443913.000000 Penalty: 3922.012695
	Iteration 20F: 3 clusters Score -443913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 44930 members 
Mstep: Class 3 contains 42569 members 
Mstep: Class 4 contains 52135 members 
Mstep: Class 5 contains 455 members 
Mstep: Class 6 contains 24329 members 
Mstep: Class 7 contains 47574 members 
Mstep: Class 8 contains 1714 members 
Mstep: Class 9 contains 50179 members 
Mstep: Class 10 contains 43952 members 
Mstep: Class 11 contains 54577 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 46589 members 
Mstep: Class 14 contains 626 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 48232 members 
Mstep: Class 17 contains 1003 members 
Mstep: Class 18 contains 44383 members 
Mstep: Class 20 contains 804 members 
Mstep: Class 21 contains 60909 members 
Mstep: Class 22 contains 1414 members 
Entering Unmasked Estep 
Score: -111182904.000000 Penalty: 69443.789062
Splitting cluster 8 changes total score from -111182480.000000 to -111182904.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 9 (50179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50179 members 
Entering Unmasked Estep 
Score: -9339693.000000 Penalty: 2684.191162
	Iteration 0F: 2 clusters Score -9339693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -9310887.000000 Penalty: 5368.382324
	Iteration 0F: 3 clusters Score -9310887 nChanged 23248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -9323462.000000 Penalty: 5368.382324
	Iteration 1F: 3 clusters Score -9323462 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -9324074.000000 Penalty: 5368.382324
	Iteration 2Q: 3 clusters Score -9324074 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 28092 members 
Entering Unmasked Estep 
Score: -9324667.000000 Penalty: 5368.382324
	Iteration 3Q: 3 clusters Score -9324667 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -9325356.000000 Penalty: 5368.382324
	Iteration 4Q: 3 clusters Score -9325356 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -9326404.000000 Penalty: 5368.382324
	Iteration 5Q: 3 clusters Score -9326404 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -9328153.000000 Penalty: 5368.382324
	Iteration 6F: 3 clusters Score -9328153 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -9330810.000000 Penalty: 5368.382324
	Iteration 7F: 3 clusters Score -9330810 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 41848 members 
Entering Unmasked Estep 
Score: -9333746.000000 Penalty: 5368.382324
	Iteration 8F: 3 clusters Score -9333746 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 45299 members 
Entering Unmasked Estep 
Score: -9335750.000000 Penalty: 5368.382324
	Iteration 9F: 3 clusters Score -9335750 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 47624 members 
Entering Unmasked Estep 
Score: -9336640.000000 Penalty: 5368.382324
	Iteration 10Q: 3 clusters Score -9336640 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 48847 members 
Entering Unmasked Estep 
Score: -9337057.000000 Penalty: 5368.382324
	Iteration 11Q: 3 clusters Score -9337057 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 49389 members 
Entering Unmasked Estep 
Score: -9337211.000000 Penalty: 5368.382324
	Iteration 12Q: 3 clusters Score -9337211 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 49606 members 
Entering Unmasked Estep 
Score: -9337277.000000 Penalty: 5368.382324
	Iteration 13Q: 3 clusters Score -9337277 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 49711 members 
Entering Unmasked Estep 
Score: -9337334.000000 Penalty: 5368.382324
	Iteration 14Q: 3 clusters Score -9337334 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 49774 members 
Entering Unmasked Estep 
Score: -9337415.000000 Penalty: 5368.382324
	Iteration 15Q: 3 clusters Score -9337415 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 49817 members 
Entering Unmasked Estep 
Score: -9337463.000000 Penalty: 5368.382324
	Iteration 16Q: 3 clusters Score -9337463 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 49840 members 
Entering Unmasked Estep 
Score: -9337465.000000 Penalty: 5368.382324
	Iteration 17Q: 3 clusters Score -9337465 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 49855 members 
Entering Unmasked Estep 
Score: -9337479.000000 Penalty: 5368.382324
	Iteration 18Q: 3 clusters Score -9337479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 49868 members 
Entering Unmasked Estep 
Score: -9337476.000000 Penalty: 5368.382324
	Iteration 19Q: 3 clusters Score -9337476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 49878 members 
Entering Unmasked Estep 
Score: -9337494.000000 Penalty: 5368.382324
	Iteration 20F: 3 clusters Score -9337494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 49885 members 
Entering Unmasked Estep 
Score: -9337507.000000 Penalty: 5368.382324
	Iteration 21Q: 3 clusters Score -9337507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 49889 members 
Entering Unmasked Estep 
Score: -9337509.000000 Penalty: 5368.382324
	Iteration 22Q: 3 clusters Score -9337509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 49895 members 
Entering Unmasked Estep 
Score: -9337511.000000 Penalty: 5368.382324
	Iteration 23Q: 3 clusters Score -9337511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 49896 members 
Entering Unmasked Estep 
Score: -9337516.000000 Penalty: 5368.382324
	Iteration 24Q: 3 clusters Score -9337516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 49898 members 
Entering Unmasked Estep 
Score: -9337529.000000 Penalty: 5368.382324
	Iteration 25Q: 3 clusters Score -9337529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 49898 members 
Entering Unmasked Estep 
Score: -9337529.000000 Penalty: 5368.382324
	Iteration 26F: 3 clusters Score -9337529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43952 members 
Entering Unmasked Estep 
Score: -8053334.000000 Penalty: 2651.331543
	Iteration 0F: 2 clusters Score -8053334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -8024599.500000 Penalty: 5302.663086
	Iteration 0F: 3 clusters Score -8024600 nChanged 20235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -8035772.500000 Penalty: 5302.663086
	Iteration 1F: 3 clusters Score -8035772 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -8036339.500000 Penalty: 5302.663086
	Iteration 2Q: 3 clusters Score -8036340 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -8036997.000000 Penalty: 5302.663086
	Iteration 3Q: 3 clusters Score -8036997 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 26773 members 
Entering Unmasked Estep 
Score: -8037902.000000 Penalty: 5302.663086
	Iteration 4Q: 3 clusters Score -8037902 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -8039405.000000 Penalty: 5302.663086
	Iteration 5F: 3 clusters Score -8039405 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -8041730.500000 Penalty: 5302.663086
	Iteration 6F: 3 clusters Score -8041730 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 35196 members 
Entering Unmasked Estep 
Score: -8044789.500000 Penalty: 5302.663086
	Iteration 7F: 3 clusters Score -8044790 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -8047719.500000 Penalty: 5302.663086
	Iteration 8F: 3 clusters Score -8047720 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 40304 members 
Entering Unmasked Estep 
Score: -8049712.000000 Penalty: 5302.663086
	Iteration 9F: 3 clusters Score -8049712 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -8050902.500000 Penalty: 5302.663086
	Iteration 10Q: 3 clusters Score -8050902 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
Score: -8051531.000000 Penalty: 5302.663086
	Iteration 11Q: 3 clusters Score -8051531 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -8051862.500000 Penalty: 5302.663086
	Iteration 12Q: 3 clusters Score -8051862 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 42356 members 
Entering Unmasked Estep 
Score: -8051980.000000 Penalty: 5302.663086
	Iteration 13Q: 3 clusters Score -8051980 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -8052050.500000 Penalty: 5302.663086
	Iteration 14Q: 3 clusters Score -8052050 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -8052084.000000 Penalty: 5302.663086
	Iteration 15Q: 3 clusters Score -8052084 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 42501 members 
Entering Unmasked Estep 
Score: -8052064.000000 Penalty: 5302.663086
	Iteration 16Q: 3 clusters Score -8052064 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 42528 members 
Entering Unmasked Estep 
Score: -8052075.000000 Penalty: 5302.663086
	Iteration 17Q: 3 clusters Score -8052075 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -8052071.000000 Penalty: 5302.663086
	Iteration 18Q: 3 clusters Score -8052071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -8052071.500000 Penalty: 5302.663086
	Iteration 19Q: 3 clusters Score -8052072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
Score: -8052084.500000 Penalty: 5302.663086
	Iteration 20F: 3 clusters Score -8052084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -8052081.000000 Penalty: 5302.663086
	Iteration 21Q: 3 clusters Score -8052081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 42577 members 
Entering Unmasked Estep 
Score: -8052080.500000 Penalty: 5302.663086
	Iteration 22Q: 3 clusters Score -8052080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -8052088.500000 Penalty: 5302.663086
	Iteration 23Q: 3 clusters Score -8052088 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 42582 members 
Entering Unmasked Estep 
Score: -8052089.500000 Penalty: 5302.663086
	Iteration 24Q: 3 clusters Score -8052090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 42583 members 
Entering Unmasked Estep 
Score: -8052088.000000 Penalty: 5302.663086
	Iteration 25Q: 3 clusters Score -8052088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 42587 members 
Entering Unmasked Estep 
Score: -8052091.500000 Penalty: 5302.663086
	Iteration 26Q: 3 clusters Score -8052092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -8052088.000000 Penalty: 5302.663086
	Iteration 27Q: 3 clusters Score -8052088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 42595 members 
Entering Unmasked Estep 
Score: -8052085.000000 Penalty: 5302.663086
	Iteration 28Q: 3 clusters Score -8052085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -8052084.500000 Penalty: 5302.663086
	Iteration 29Q: 3 clusters Score -8052084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -8052084.500000 Penalty: 5302.663086
	Iteration 30F: 3 clusters Score -8052084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (54577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54577 members 
Entering Unmasked Estep 
Score: -9882876.000000 Penalty: 2705.027100
	Iteration 0F: 2 clusters Score -9882876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -9849797.000000 Penalty: 5410.054199
	Iteration 0F: 3 clusters Score -9849797 nChanged 25125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -9863699.000000 Penalty: 5410.054199
	Iteration 1F: 3 clusters Score -9863699 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -9864427.000000 Penalty: 5410.054199
	Iteration 2Q: 3 clusters Score -9864427 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32677 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -9865524.000000 Penalty: 5410.054199
	Iteration 3Q: 3 clusters Score -9865524 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35263 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -9867223.000000 Penalty: 5410.054199
	Iteration 4F: 3 clusters Score -9867223 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38721 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -9870018.000000 Penalty: 5410.054199
	Iteration 5F: 3 clusters Score -9870018 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -9873903.000000 Penalty: 5410.054199
	Iteration 6F: 3 clusters Score -9873903 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46723 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -9877436.000000 Penalty: 5410.054199
	Iteration 7F: 3 clusters Score -9877436 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49827 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -9879560.000000 Penalty: 5410.054199
	Iteration 8F: 3 clusters Score -9879560 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51744 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -9880495.000000 Penalty: 5410.054199
	Iteration 9Q: 3 clusters Score -9880495 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52813 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -9880775.000000 Penalty: 5410.054199
	Iteration 10Q: 3 clusters Score -9880775 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53390 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -9880838.000000 Penalty: 5410.054199
	Iteration 11Q: 3 clusters Score -9880838 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53687 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -9880866.000000 Penalty: 5410.054199
	Iteration 12Q: 3 clusters Score -9880866 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53851 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9880881.000000 Penalty: 5410.054199
	Iteration 13Q: 3 clusters Score -9880881 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53955 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -9880857.000000 Penalty: 5410.054199
	Iteration 14Q: 3 clusters Score -9880857 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54016 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -9880862.000000 Penalty: 5410.054199
	Iteration 15Q: 3 clusters Score -9880862 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54066 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -9880832.000000 Penalty: 5410.054199
	Iteration 16Q: 3 clusters Score -9880832 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54105 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -9880821.000000 Penalty: 5410.054199
	Iteration 17Q: 3 clusters Score -9880821 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54129 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -9880845.000000 Penalty: 5410.054199
	Iteration 18Q: 3 clusters Score -9880845 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54146 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9880839.000000 Penalty: 5410.054199
	Iteration 19Q: 3 clusters Score -9880839 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54156 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9880840.000000 Penalty: 5410.054199
	Iteration 20F: 3 clusters Score -9880840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54163 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -9880844.000000 Penalty: 5410.054199
	Iteration 21Q: 3 clusters Score -9880844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54173 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -9880844.000000 Penalty: 5410.054199
	Iteration 22Q: 3 clusters Score -9880844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54180 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -9880838.000000 Penalty: 5410.054199
	Iteration 23Q: 3 clusters Score -9880838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54185 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9880846.000000 Penalty: 5410.054199
	Iteration 24Q: 3 clusters Score -9880846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54188 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -9880850.000000 Penalty: 5410.054199
	Iteration 25Q: 3 clusters Score -9880850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54193 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -9880841.000000 Penalty: 5410.054199
	Iteration 26Q: 3 clusters Score -9880841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54195 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -9880844.000000 Penalty: 5410.054199
	Iteration 27Q: 3 clusters Score -9880844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54196 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -9880841.000000 Penalty: 5410.054199
	Iteration 28Q: 3 clusters Score -9880841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54197 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -9880843.000000 Penalty: 5410.054199
	Iteration 29Q: 3 clusters Score -9880843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54199 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -9880833.000000 Penalty: 5410.054199
	Iteration 30Q: 3 clusters Score -9880833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54203 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9880844.000000 Penalty: 5410.054199
	Iteration 31Q: 3 clusters Score -9880844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54204 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9880845.000000 Penalty: 5410.054199
	Iteration 32Q: 3 clusters Score -9880845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54204 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9880845.000000 Penalty: 5410.054199
	Iteration 33F: 3 clusters Score -9880845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Entering Unmasked Estep 
Score: -213181.000000 Penalty: 1758.132202
	Iteration 0F: 2 clusters Score -213181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -211092.343750 Penalty: 3516.264404
	Iteration 0F: 3 clusters Score -211092.3 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -211417.250000 Penalty: 3516.264404
	Iteration 1F: 3 clusters Score -211417.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -211529.812500 Penalty: 3516.264404
	Iteration 2F: 3 clusters Score -211529.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -211574.593750 Penalty: 3516.264404
	Iteration 3Q: 3 clusters Score -211574.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -211595.593750 Penalty: 3516.264404
	Iteration 4Q: 3 clusters Score -211595.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -211604.500000 Penalty: 3516.264404
	Iteration 5Q: 3 clusters Score -211604.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -211609.609375 Penalty: 3516.264404
	Iteration 6Q: 3 clusters Score -211609.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -211614.031250 Penalty: 3516.264404
	Iteration 7Q: 3 clusters Score -211614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -211621.546875 Penalty: 3516.264404
	Iteration 8Q: 3 clusters Score -211621.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -211626.078125 Penalty: 3516.264404
	Iteration 9Q: 3 clusters Score -211626.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -211630.062500 Penalty: 3516.264404
	Iteration 10Q: 3 clusters Score -211630.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -211634.875000 Penalty: 3516.264404
	Iteration 11Q: 3 clusters Score -211634.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -211636.796875 Penalty: 3516.264404
	Iteration 12Q: 3 clusters Score -211636.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -211637.421875 Penalty: 3516.264404
	Iteration 13Q: 3 clusters Score -211637.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -211638.390625 Penalty: 3516.264404
	Iteration 14Q: 3 clusters Score -211638.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -211639.546875 Penalty: 3516.264404
	Iteration 15Q: 3 clusters Score -211639.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -211639.546875 Penalty: 3516.264404
	Iteration 16F: 3 clusters Score -211639.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (46589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Entering Unmasked Estep 
Score: -8517270.000000 Penalty: 2665.781738
	Iteration 0F: 2 clusters Score -8517270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23170 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -8487685.000000 Penalty: 5331.563477
	Iteration 0F: 3 clusters Score -8487685 nChanged 21484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -8499286.000000 Penalty: 5331.563477
	Iteration 1F: 3 clusters Score -8499286 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -8499799.000000 Penalty: 5331.563477
	Iteration 2Q: 3 clusters Score -8499799 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -8500348.000000 Penalty: 5331.563477
	Iteration 3Q: 3 clusters Score -8500348 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -8500998.000000 Penalty: 5331.563477
	Iteration 4Q: 3 clusters Score -8500998 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -8501978.000000 Penalty: 5331.563477
	Iteration 5Q: 3 clusters Score -8501978 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -8503293.000000 Penalty: 5331.563477
	Iteration 6F: 3 clusters Score -8503293 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 34479 members 
Entering Unmasked Estep 
Score: -8505476.000000 Penalty: 5331.563477
	Iteration 7F: 3 clusters Score -8505476 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 37942 members 
Entering Unmasked Estep 
Score: -8508395.000000 Penalty: 5331.563477
	Iteration 8F: 3 clusters Score -8508395 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -8511590.000000 Penalty: 5331.563477
	Iteration 9F: 3 clusters Score -8511590 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 43954 members 
Entering Unmasked Estep 
Score: -8513476.000000 Penalty: 5331.563477
	Iteration 10F: 3 clusters Score -8513476 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 45383 members 
Entering Unmasked Estep 
Score: -8514249.000000 Penalty: 5331.563477
	Iteration 11Q: 3 clusters Score -8514249 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 46004 members 
Entering Unmasked Estep 
Score: -8514615.000000 Penalty: 5331.563477
	Iteration 12Q: 3 clusters Score -8514615 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -8514800.000000 Penalty: 5331.563477
	Iteration 13Q: 3 clusters Score -8514800 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
Score: -8514868.000000 Penalty: 5331.563477
	Iteration 14Q: 3 clusters Score -8514868 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 46323 members 
Entering Unmasked Estep 
Score: -8514906.000000 Penalty: 5331.563477
	Iteration 15Q: 3 clusters Score -8514906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 46339 members 
Entering Unmasked Estep 
Score: -8514924.000000 Penalty: 5331.563477
	Iteration 16Q: 3 clusters Score -8514924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 46348 members 
Entering Unmasked Estep 
Score: -8514944.000000 Penalty: 5331.563477
	Iteration 17Q: 3 clusters Score -8514944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 46351 members 
Entering Unmasked Estep 
Score: -8514951.000000 Penalty: 5331.563477
	Iteration 18Q: 3 clusters Score -8514951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 46354 members 
Entering Unmasked Estep 
Score: -8514951.000000 Penalty: 5331.563477
	Iteration 19Q: 3 clusters Score -8514951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 46357 members 
Entering Unmasked Estep 
Score: -8514955.000000 Penalty: 5331.563477
	Iteration 20F: 3 clusters Score -8514955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 46360 members 
Entering Unmasked Estep 
Score: -8514970.000000 Penalty: 5331.563477
	Iteration 21Q: 3 clusters Score -8514970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 46362 members 
Entering Unmasked Estep 
Score: -8514969.000000 Penalty: 5331.563477
	Iteration 22Q: 3 clusters Score -8514969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
Score: -8514972.000000 Penalty: 5331.563477
	Iteration 23Q: 3 clusters Score -8514972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
Score: -8514976.000000 Penalty: 5331.563477
	Iteration 24Q: 3 clusters Score -8514976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
Score: -8514976.000000 Penalty: 5331.563477
	Iteration 25F: 3 clusters Score -8514976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Entering Unmasked Estep 
Score: -54219.593750 Penalty: 1596.958862
	Iteration 0F: 2 clusters Score -54219.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -52836.972656 Penalty: 3193.917725
	Iteration 0F: 3 clusters Score -52836.97 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -53493.062500 Penalty: 3193.917725
	Iteration 1F: 3 clusters Score -53493.06 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -54441.699219 Penalty: 3193.917725
	Iteration 2F: 3 clusters Score -54441.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -55216.484375 Penalty: 3193.917725
	Iteration 3F: 3 clusters Score -55216.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -55531.289062 Penalty: 3193.917725
	Iteration 4Q: 3 clusters Score -55531.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -55615.960938 Penalty: 3193.917725
	Iteration 5Q: 3 clusters Score -55615.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -55680.250000 Penalty: 3193.917725
	Iteration 6Q: 3 clusters Score -55680.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -55722.117188 Penalty: 3193.917725
	Iteration 7Q: 3 clusters Score -55722.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -55731.109375 Penalty: 3193.917725
	Iteration 8Q: 3 clusters Score -55731.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -55734.078125 Penalty: 3193.917725
	Iteration 9Q: 3 clusters Score -55734.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -55747.875000 Penalty: 3193.917725
	Iteration 10F: 3 clusters Score -55747.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -55766.632812 Penalty: 3193.917725
	Iteration 11Q: 3 clusters Score -55766.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -55769.484375 Penalty: 3193.917725
	Iteration 12Q: 3 clusters Score -55769.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -55769.484375 Penalty: 3193.917725
	Iteration 13F: 3 clusters Score -55769.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 44930 members 
Mstep: Class 3 contains 42569 members 
Mstep: Class 4 contains 52135 members 
Mstep: Class 5 contains 455 members 
Mstep: Class 6 contains 24329 members 
Mstep: Class 7 contains 47574 members 
Mstep: Class 8 contains 1714 members 
Mstep: Class 9 contains 50179 members 
Mstep: Class 10 contains 43952 members 
Mstep: Class 11 contains 54577 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 46589 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 48232 members 
Mstep: Class 17 contains 1003 members 
Mstep: Class 18 contains 44383 members 
Mstep: Class 19 contains 204 members 
Mstep: Class 20 contains 804 members 
Mstep: Class 21 contains 60909 members 
Mstep: Class 22 contains 1414 members 
Entering Unmasked Estep 
Score: -111182792.000000 Penalty: 72750.632812
Splitting cluster 14 changes total score from -111182480.000000 to -111182792.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 15 (1091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Entering Unmasked Estep 
Score: -189139.828125 Penalty: 1734.722900
	Iteration 0F: 2 clusters Score -189139.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -187151.734375 Penalty: 3469.445801
	Iteration 0F: 3 clusters Score -187151.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -187626.828125 Penalty: 3469.445801
	Iteration 1F: 3 clusters Score -187626.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -187957.671875 Penalty: 3469.445801
	Iteration 2F: 3 clusters Score -187957.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -188216.953125 Penalty: 3469.445801
	Iteration 3F: 3 clusters Score -188217 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -188386.703125 Penalty: 3469.445801
	Iteration 4F: 3 clusters Score -188386.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -188493.609375 Penalty: 3469.445801
	Iteration 5Q: 3 clusters Score -188493.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -188524.859375 Penalty: 3469.445801
	Iteration 6Q: 3 clusters Score -188524.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -188560.921875 Penalty: 3469.445801
	Iteration 7Q: 3 clusters Score -188560.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -188581.515625 Penalty: 3469.445801
	Iteration 8Q: 3 clusters Score -188581.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -188588.328125 Penalty: 3469.445801
	Iteration 9Q: 3 clusters Score -188588.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -188589.781250 Penalty: 3469.445801
	Iteration 10Q: 3 clusters Score -188589.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -188589.781250 Penalty: 3469.445801
	Iteration 11F: 3 clusters Score -188589.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (48232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48232 members 
Entering Unmasked Estep 
Score: -8777626.000000 Penalty: 2674.376953
	Iteration 0F: 2 clusters Score -8777626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -8746757.000000 Penalty: 5348.753906
	Iteration 0F: 3 clusters Score -8746757 nChanged 22396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -8759155.000000 Penalty: 5348.753906
	Iteration 1F: 3 clusters Score -8759155 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -8759800.000000 Penalty: 5348.753906
	Iteration 2Q: 3 clusters Score -8759800 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -8760681.000000 Penalty: 5348.753906
	Iteration 3Q: 3 clusters Score -8760681 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 30689 members 
Entering Unmasked Estep 
Score: -8761939.000000 Penalty: 5348.753906
	Iteration 4F: 3 clusters Score -8761939 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 33514 members 
Entering Unmasked Estep 
Score: -8763881.000000 Penalty: 5348.753906
	Iteration 5F: 3 clusters Score -8763881 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -8766891.000000 Penalty: 5348.753906
	Iteration 6F: 3 clusters Score -8766891 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 40750 members 
Entering Unmasked Estep 
Score: -8770608.000000 Penalty: 5348.753906
	Iteration 7F: 3 clusters Score -8770608 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -8773533.000000 Penalty: 5348.753906
	Iteration 8F: 3 clusters Score -8773533 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 45760 members 
Entering Unmasked Estep 
Score: -8774971.000000 Penalty: 5348.753906
	Iteration 9Q: 3 clusters Score -8774971 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 46778 members 
Entering Unmasked Estep 
Score: -8775407.000000 Penalty: 5348.753906
	Iteration 10Q: 3 clusters Score -8775407 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 47264 members 
Entering Unmasked Estep 
Score: -8775514.000000 Penalty: 5348.753906
	Iteration 11Q: 3 clusters Score -8775514 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 47502 members 
Entering Unmasked Estep 
Score: -8775626.000000 Penalty: 5348.753906
	Iteration 12Q: 3 clusters Score -8775626 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 47629 members 
Entering Unmasked Estep 
Score: -8775712.000000 Penalty: 5348.753906
	Iteration 13Q: 3 clusters Score -8775712 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 47697 members 
Entering Unmasked Estep 
Score: -8775772.000000 Penalty: 5348.753906
	Iteration 14Q: 3 clusters Score -8775772 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 47740 members 
Entering Unmasked Estep 
Score: -8775821.000000 Penalty: 5348.753906
	Iteration 15Q: 3 clusters Score -8775821 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 47767 members 
Entering Unmasked Estep 
Score: -8775871.000000 Penalty: 5348.753906
	Iteration 16Q: 3 clusters Score -8775871 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 47776 members 
Entering Unmasked Estep 
Score: -8775885.000000 Penalty: 5348.753906
	Iteration 17Q: 3 clusters Score -8775885 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 47784 members 
Entering Unmasked Estep 
Score: -8775897.000000 Penalty: 5348.753906
	Iteration 18Q: 3 clusters Score -8775897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 47790 members 
Entering Unmasked Estep 
Score: -8775903.000000 Penalty: 5348.753906
	Iteration 19Q: 3 clusters Score -8775903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 47790 members 
Entering Unmasked Estep 
Score: -8775906.000000 Penalty: 5348.753906
	Iteration 20F: 3 clusters Score -8775906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -8775918.000000 Penalty: 5348.753906
	Iteration 21Q: 3 clusters Score -8775918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -8775914.000000 Penalty: 5348.753906
	Iteration 22Q: 3 clusters Score -8775914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 47792 members 
Entering Unmasked Estep 
Score: -8775918.000000 Penalty: 5348.753906
	Iteration 23Q: 3 clusters Score -8775918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 47792 members 
Entering Unmasked Estep 
Score: -8775918.000000 Penalty: 5348.753906
	Iteration 24F: 3 clusters Score -8775918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (44383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44383 members 
Entering Unmasked Estep 
Score: -8194844.000000 Penalty: 2653.751709
	Iteration 0F: 2 clusters Score -8194844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -8166468.000000 Penalty: 5307.503418
	Iteration 0F: 3 clusters Score -8166468 nChanged 20441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -8177658.500000 Penalty: 5307.503418
	Iteration 1F: 3 clusters Score -8177658 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -8178200.500000 Penalty: 5307.503418
	Iteration 2Q: 3 clusters Score -8178200 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -8178788.000000 Penalty: 5307.503418
	Iteration 3Q: 3 clusters Score -8178788 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -8179495.500000 Penalty: 5307.503418
	Iteration 4Q: 3 clusters Score -8179496 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -8180439.500000 Penalty: 5307.503418
	Iteration 5Q: 3 clusters Score -8180440 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -8181725.500000 Penalty: 5307.503418
	Iteration 6F: 3 clusters Score -8181726 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -8183593.000000 Penalty: 5307.503418
	Iteration 7F: 3 clusters Score -8183593 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -8186070.500000 Penalty: 5307.503418
	Iteration 8F: 3 clusters Score -8186070 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -8188575.500000 Penalty: 5307.503418
	Iteration 9F: 3 clusters Score -8188576 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -8190202.000000 Penalty: 5307.503418
	Iteration 10Q: 3 clusters Score -8190202 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
Score: -8191322.500000 Penalty: 5307.503418
	Iteration 11Q: 3 clusters Score -8191322 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
Score: -8192018.500000 Penalty: 5307.503418
	Iteration 12Q: 3 clusters Score -8192018 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 42763 members 
Entering Unmasked Estep 
Score: -8192352.500000 Penalty: 5307.503418
	Iteration 13Q: 3 clusters Score -8192352 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -8192556.000000 Penalty: 5307.503418
	Iteration 14Q: 3 clusters Score -8192556 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -8192607.000000 Penalty: 5307.503418
	Iteration 15Q: 3 clusters Score -8192607 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -8192648.000000 Penalty: 5307.503418
	Iteration 16Q: 3 clusters Score -8192648 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 43753 members 
Entering Unmasked Estep 
Score: -8192676.500000 Penalty: 5307.503418
	Iteration 17Q: 3 clusters Score -8192676 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -8192700.500000 Penalty: 5307.503418
	Iteration 18Q: 3 clusters Score -8192700 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 43881 members 
Entering Unmasked Estep 
Score: -8192724.500000 Penalty: 5307.503418
	Iteration 19Q: 3 clusters Score -8192724 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -8192741.000000 Penalty: 5307.503418
	Iteration 20F: 3 clusters Score -8192741 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -8192748.500000 Penalty: 5307.503418
	Iteration 21Q: 3 clusters Score -8192748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 43950 members 
Entering Unmasked Estep 
Score: -8192759.000000 Penalty: 5307.503418
	Iteration 22Q: 3 clusters Score -8192759 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -8192792.000000 Penalty: 5307.503418
	Iteration 23Q: 3 clusters Score -8192792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 43986 members 
Entering Unmasked Estep 
Score: -8192808.500000 Penalty: 5307.503418
	Iteration 24Q: 3 clusters Score -8192808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 43992 members 
Entering Unmasked Estep 
Score: -8192815.500000 Penalty: 5307.503418
	Iteration 25Q: 3 clusters Score -8192816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -8192821.500000 Penalty: 5307.503418
	Iteration 26Q: 3 clusters Score -8192822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 44020 members 
Entering Unmasked Estep 
Score: -8192843.500000 Penalty: 5307.503418
	Iteration 27Q: 3 clusters Score -8192844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 44027 members 
Entering Unmasked Estep 
Score: -8192847.000000 Penalty: 5307.503418
	Iteration 28Q: 3 clusters Score -8192847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 44036 members 
Entering Unmasked Estep 
Score: -8192849.500000 Penalty: 5307.503418
	Iteration 29Q: 3 clusters Score -8192850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 44043 members 
Entering Unmasked Estep 
Score: -8192857.000000 Penalty: 5307.503418
	Iteration 30Q: 3 clusters Score -8192857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 44048 members 
Entering Unmasked Estep 
Score: -8192853.000000 Penalty: 5307.503418
	Iteration 31Q: 3 clusters Score -8192853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -8192852.500000 Penalty: 5307.503418
	Iteration 32Q: 3 clusters Score -8192852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -8192851.000000 Penalty: 5307.503418
	Iteration 33Q: 3 clusters Score -8192851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -8192849.500000 Penalty: 5307.503418
	Iteration 34Q: 3 clusters Score -8192850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 44052 members 
Entering Unmasked Estep 
Score: -8192850.500000 Penalty: 5307.503418
	Iteration 35Q: 3 clusters Score -8192850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 44053 members 
Entering Unmasked Estep 
Score: -8192852.000000 Penalty: 5307.503418
	Iteration 36Q: 3 clusters Score -8192852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 44054 members 
Entering Unmasked Estep 
Score: -8192856.500000 Penalty: 5307.503418
	Iteration 37Q: 3 clusters Score -8192856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 44055 members 
Entering Unmasked Estep 
Score: -8192860.500000 Penalty: 5307.503418
	Iteration 38Q: 3 clusters Score -8192860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -8192858.500000 Penalty: 5307.503418
	Iteration 39Q: 3 clusters Score -8192858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -8192858.500000 Penalty: 5307.503418
	Iteration 40F: 3 clusters Score -8192858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Entering Unmasked Estep 
Score: -137098.265625 Penalty: 1659.020508
	Iteration 0F: 2 clusters Score -137098.3 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 419 members 
Entering Unmasked Estep 
Score: -135323.859375 Penalty: 3318.041016
	Iteration 0F: 3 clusters Score -135323.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -135631.859375 Penalty: 3318.041016
	Iteration 1F: 3 clusters Score -135631.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -135772.906250 Penalty: 3318.041016
	Iteration 2F: 3 clusters Score -135772.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -135891.062500 Penalty: 3318.041016
	Iteration 3Q: 3 clusters Score -135891.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -135968.203125 Penalty: 3318.041016
	Iteration 4Q: 3 clusters Score -135968.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -136019.046875 Penalty: 3318.041016
	Iteration 5Q: 3 clusters Score -136019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -136046.281250 Penalty: 3318.041016
	Iteration 6Q: 3 clusters Score -136046.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -136074.187500 Penalty: 3318.041016
	Iteration 7Q: 3 clusters Score -136074.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -136088.500000 Penalty: 3318.041016
	Iteration 8Q: 3 clusters Score -136088.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -136113.031250 Penalty: 3318.041016
	Iteration 9Q: 3 clusters Score -136113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -136133.890625 Penalty: 3318.041016
	Iteration 10Q: 3 clusters Score -136133.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -136154.015625 Penalty: 3318.041016
	Iteration 11Q: 3 clusters Score -136154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -136164.968750 Penalty: 3318.041016
	Iteration 12Q: 3 clusters Score -136165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -136172.062500 Penalty: 3318.041016
	Iteration 13Q: 3 clusters Score -136172.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -136177.453125 Penalty: 3318.041016
	Iteration 14Q: 3 clusters Score -136177.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -136180.937500 Penalty: 3318.041016
	Iteration 15Q: 3 clusters Score -136180.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -136191.437500 Penalty: 3318.041016
	Iteration 16Q: 3 clusters Score -136191.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -136203.406250 Penalty: 3318.041016
	Iteration 17Q: 3 clusters Score -136203.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -136217.734375 Penalty: 3318.041016
	Iteration 18Q: 3 clusters Score -136217.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -136227.234375 Penalty: 3318.041016
	Iteration 19Q: 3 clusters Score -136227.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -136234.875000 Penalty: 3318.041016
	Iteration 20F: 3 clusters Score -136234.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -136244.406250 Penalty: 3318.041016
	Iteration 21Q: 3 clusters Score -136244.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -136255.984375 Penalty: 3318.041016
	Iteration 22Q: 3 clusters Score -136256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -136257.984375 Penalty: 3318.041016
	Iteration 23Q: 3 clusters Score -136258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -136261.750000 Penalty: 3318.041016
	Iteration 24Q: 3 clusters Score -136261.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -136262.578125 Penalty: 3318.041016
	Iteration 25Q: 3 clusters Score -136262.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -136267.437500 Penalty: 3318.041016
	Iteration 26Q: 3 clusters Score -136267.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -136267.937500 Penalty: 3318.041016
	Iteration 27Q: 3 clusters Score -136267.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -136267.937500 Penalty: 3318.041016
	Iteration 28F: 3 clusters Score -136267.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (60909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60909 members 
Entering Unmasked Estep 
Score: -11108202.000000 Penalty: 2732.249756
	Iteration 0F: 2 clusters Score -1.11082e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -11076155.000000 Penalty: 5464.499512
	Iteration 0F: 3 clusters Score -1.107616e+07 nChanged 28177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29752 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -11093352.000000 Penalty: 5464.499512
	Iteration 1F: 3 clusters Score -1.109335e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28857 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -11095936.000000 Penalty: 5464.499512
	Iteration 2F: 3 clusters Score -1.109594e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -11099314.000000 Penalty: 5464.499512
	Iteration 3F: 3 clusters Score -1.109931e+07 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -11103195.000000 Penalty: 5464.499512
	Iteration 4F: 3 clusters Score -1.11032e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -11106839.000000 Penalty: 5464.499512
	Iteration 5F: 3 clusters Score -1.110684e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -11109490.000000 Penalty: 5464.499512
	Iteration 6F: 3 clusters Score -1.110949e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -11110831.000000 Penalty: 5464.499512
	Iteration 7Q: 3 clusters Score -1.111083e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19427 members 
Mstep: Class 2 contains 41482 members 
Entering Unmasked Estep 
Score: -11111394.000000 Penalty: 5464.499512
	Iteration 8Q: 3 clusters Score -1.111139e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 42251 members 
Entering Unmasked Estep 
Score: -11111835.000000 Penalty: 5464.499512
	Iteration 9Q: 3 clusters Score -1.111184e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -11112163.000000 Penalty: 5464.499512
	Iteration 10Q: 3 clusters Score -1.111216e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -11112437.000000 Penalty: 5464.499512
	Iteration 11Q: 3 clusters Score -1.111244e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 44414 members 
Entering Unmasked Estep 
Score: -11112676.000000 Penalty: 5464.499512
	Iteration 12Q: 3 clusters Score -1.111268e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
Score: -11112842.000000 Penalty: 5464.499512
	Iteration 13Q: 3 clusters Score -1.111284e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 45290 members 
Entering Unmasked Estep 
Score: -11112874.000000 Penalty: 5464.499512
	Iteration 14Q: 3 clusters Score -1.111287e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -11112863.000000 Penalty: 5464.499512
	Iteration 15Q: 3 clusters Score -1.111286e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 45905 members 
Entering Unmasked Estep 
Score: -11112898.000000 Penalty: 5464.499512
	Iteration 16Q: 3 clusters Score -1.11129e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 46180 members 
Entering Unmasked Estep 
Score: -11112849.000000 Penalty: 5464.499512
	Iteration 17Q: 3 clusters Score -1.111285e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 46382 members 
Entering Unmasked Estep 
Score: -11112822.000000 Penalty: 5464.499512
	Iteration 18Q: 3 clusters Score -1.111282e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 46563 members 
Entering Unmasked Estep 
Score: -11112815.000000 Penalty: 5464.499512
	Iteration 19Q: 3 clusters Score -1.111282e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 46716 members 
Entering Unmasked Estep 
Score: -11112771.000000 Penalty: 5464.499512
	Iteration 20F: 3 clusters Score -1.111277e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 46865 members 
Entering Unmasked Estep 
Score: -11112743.000000 Penalty: 5464.499512
	Iteration 21Q: 3 clusters Score -1.111274e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 46977 members 
Entering Unmasked Estep 
Score: -11112762.000000 Penalty: 5464.499512
	Iteration 22Q: 3 clusters Score -1.111276e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 47057 members 
Entering Unmasked Estep 
Score: -11112769.000000 Penalty: 5464.499512
	Iteration 23Q: 3 clusters Score -1.111277e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 47137 members 
Entering Unmasked Estep 
Score: -11112742.000000 Penalty: 5464.499512
	Iteration 24Q: 3 clusters Score -1.111274e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 47208 members 
Entering Unmasked Estep 
Score: -11112736.000000 Penalty: 5464.499512
	Iteration 25Q: 3 clusters Score -1.111274e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 47268 members 
Entering Unmasked Estep 
Score: -11112707.000000 Penalty: 5464.499512
	Iteration 26Q: 3 clusters Score -1.111271e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 47305 members 
Entering Unmasked Estep 
Score: -11112717.000000 Penalty: 5464.499512
	Iteration 27Q: 3 clusters Score -1.111272e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 47337 members 
Entering Unmasked Estep 
Score: -11112719.000000 Penalty: 5464.499512
	Iteration 28Q: 3 clusters Score -1.111272e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 47370 members 
Entering Unmasked Estep 
Score: -11112706.000000 Penalty: 5464.499512
	Iteration 29Q: 3 clusters Score -1.111271e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 47391 members 
Entering Unmasked Estep 
Score: -11112708.000000 Penalty: 5464.499512
	Iteration 30Q: 3 clusters Score -1.111271e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 47411 members 
Entering Unmasked Estep 
Score: -11112710.000000 Penalty: 5464.499512
	Iteration 31Q: 3 clusters Score -1.111271e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 47426 members 
Entering Unmasked Estep 
Score: -11112701.000000 Penalty: 5464.499512
	Iteration 32Q: 3 clusters Score -1.11127e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 47447 members 
Entering Unmasked Estep 
Score: -11112694.000000 Penalty: 5464.499512
	Iteration 33Q: 3 clusters Score -1.111269e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 47464 members 
Entering Unmasked Estep 
Score: -11112700.000000 Penalty: 5464.499512
	Iteration 34Q: 3 clusters Score -1.11127e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 47476 members 
Entering Unmasked Estep 
Score: -11112685.000000 Penalty: 5464.499512
	Iteration 35Q: 3 clusters Score -1.111268e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 47487 members 
Entering Unmasked Estep 
Score: -11112682.000000 Penalty: 5464.499512
	Iteration 36Q: 3 clusters Score -1.111268e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 47504 members 
Entering Unmasked Estep 
Score: -11112681.000000 Penalty: 5464.499512
	Iteration 37Q: 3 clusters Score -1.111268e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 47520 members 
Entering Unmasked Estep 
Score: -11112658.000000 Penalty: 5464.499512
	Iteration 38Q: 3 clusters Score -1.111266e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 47532 members 
Entering Unmasked Estep 
Score: -11112650.000000 Penalty: 5464.499512
	Iteration 39Q: 3 clusters Score -1.111265e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -11112652.000000 Penalty: 5464.499512
	Iteration 40F: 3 clusters Score -1.111265e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 47547 members 
Entering Unmasked Estep 
Score: -11112651.000000 Penalty: 5464.499512
	Iteration 41Q: 3 clusters Score -1.111265e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 47553 members 
Entering Unmasked Estep 
Score: -11112648.000000 Penalty: 5464.499512
	Iteration 42Q: 3 clusters Score -1.111265e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 47560 members 
Entering Unmasked Estep 
Score: -11112628.000000 Penalty: 5464.499512
	Iteration 43Q: 3 clusters Score -1.111263e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 47564 members 
Entering Unmasked Estep 
Score: -11112629.000000 Penalty: 5464.499512
	Iteration 44Q: 3 clusters Score -1.111263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 47567 members 
Entering Unmasked Estep 
Score: -11112627.000000 Penalty: 5464.499512
	Iteration 45Q: 3 clusters Score -1.111263e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 47571 members 
Entering Unmasked Estep 
Score: -11112619.000000 Penalty: 5464.499512
	Iteration 46Q: 3 clusters Score -1.111262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 47572 members 
Entering Unmasked Estep 
Score: -11112621.000000 Penalty: 5464.499512
	Iteration 47Q: 3 clusters Score -1.111262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 47573 members 
Entering Unmasked Estep 
Score: -11112620.000000 Penalty: 5464.499512
	Iteration 48Q: 3 clusters Score -1.111262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 47573 members 
Entering Unmasked Estep 
Score: -11112620.000000 Penalty: 5464.499512
	Iteration 49F: 3 clusters Score -1.111262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 44930 members 
Mstep: Class 3 contains 42569 members 
Mstep: Class 4 contains 52135 members 
Mstep: Class 5 contains 455 members 
Mstep: Class 6 contains 24329 members 
Mstep: Class 7 contains 47574 members 
Mstep: Class 8 contains 1714 members 
Mstep: Class 9 contains 50179 members 
Mstep: Class 10 contains 43952 members 
Mstep: Class 11 contains 54577 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 46589 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 48232 members 
Mstep: Class 17 contains 1003 members 
Mstep: Class 18 contains 44383 members 
Mstep: Class 19 contains 204 members 
Mstep: Class 20 contains 804 members 
Mstep: Class 21 contains 13336 members 
Mstep: Class 22 contains 1414 members 
Mstep: Class 23 contains 47573 members 
Entering Unmasked Estep 
Score: -111185848.000000 Penalty: 76057.484375
Splitting cluster 21 changes total score from -111182480.000000 to -111185848.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 22 (1414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Entering Unmasked Estep 
Score: -182269.390625 Penalty: 1799.036133
	Iteration 0F: 2 clusters Score -182269.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -180328.000000 Penalty: 3598.072266
	Iteration 0F: 3 clusters Score -180328 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -181894.250000 Penalty: 3598.072266
	Iteration 1F: 3 clusters Score -181894.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -182859.015625 Penalty: 3598.072266
	Iteration 2F: 3 clusters Score -182859 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -183280.812500 Penalty: 3598.072266
	Iteration 3F: 3 clusters Score -183280.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -183456.937500 Penalty: 3598.072266
	Iteration 4Q: 3 clusters Score -183456.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -183583.859375 Penalty: 3598.072266
	Iteration 5Q: 3 clusters Score -183583.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -183644.109375 Penalty: 3598.072266
	Iteration 6Q: 3 clusters Score -183644.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -183675.109375 Penalty: 3598.072266
	Iteration 7Q: 3 clusters Score -183675.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -183717.312500 Penalty: 3598.072266
	Iteration 8Q: 3 clusters Score -183717.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -183744.750000 Penalty: 3598.072266
	Iteration 9Q: 3 clusters Score -183744.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -183765.890625 Penalty: 3598.072266
	Iteration 10Q: 3 clusters Score -183765.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -183776.687500 Penalty: 3598.072266
	Iteration 11Q: 3 clusters Score -183776.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -183780.750000 Penalty: 3598.072266
	Iteration 12Q: 3 clusters Score -183780.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -183781.796875 Penalty: 3598.072266
	Iteration 13Q: 3 clusters Score -183781.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -183784.046875 Penalty: 3598.072266
	Iteration 14Q: 3 clusters Score -183784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -183784.046875 Penalty: 3598.072266
	Iteration 15F: 3 clusters Score -183784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 44930 members 
Mstep: Class 3 contains 42569 members 
Mstep: Class 4 contains 52135 members 
Mstep: Class 5 contains 455 members 
Mstep: Class 6 contains 24329 members 
Mstep: Class 7 contains 47574 members 
Mstep: Class 8 contains 1714 members 
Mstep: Class 9 contains 50179 members 
Mstep: Class 10 contains 43952 members 
Mstep: Class 11 contains 54577 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 46589 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 48232 members 
Mstep: Class 17 contains 1003 members 
Mstep: Class 18 contains 44383 members 
Mstep: Class 19 contains 204 members 
Mstep: Class 20 contains 804 members 
Mstep: Class 21 contains 13336 members 
Mstep: Class 22 contains 822 members 
Mstep: Class 23 contains 47573 members 
Mstep: Class 24 contains 592 members 
Entering Unmasked Estep 
Score: -111185952.000000 Penalty: 79364.328125
Splitting cluster 22 changes total score from -111182480.000000 to -111185952.000000
So it's getting split into cluster 24.
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 44930 members 
Mstep: Class 3 contains 42569 members 
Mstep: Class 4 contains 52135 members 
Mstep: Class 5 contains 455 members 
Mstep: Class 6 contains 24329 members 
Mstep: Class 7 contains 47574 members 
Mstep: Class 8 contains 1714 members 
Mstep: Class 9 contains 50179 members 
Mstep: Class 10 contains 43952 members 
Mstep: Class 11 contains 54577 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 46589 members 
Mstep: Class 14 contains 422 members 
Mstep: Class 15 contains 1091 members 
Mstep: Class 16 contains 48232 members 
Mstep: Class 18 contains 44383 members 
Mstep: Class 20 contains 804 members 
Mstep: Class 21 contains 13336 members 
Mstep: Class 22 contains 822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111187864.000000 Penalty: 79364.328125
Iteration 79Q: 25 clusters Score -1.111879e+08 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 49332 members 
Mstep: Class 2 contains 44795 members 
Mstep: Class 3 contains 42459 members 
Mstep: Class 4 contains 52040 members 
Mstep: Class 5 contains 431 members 
Mstep: Class 6 contains 24142 members 
Mstep: Class 7 contains 49457 members 
Mstep: Class 8 contains 1930 members 
Mstep: Class 9 contains 49764 members 
Mstep: Class 10 contains 43806 members 
Mstep: Class 11 contains 54134 members 
Mstep: Class 12 contains 1181 members 
Mstep: Class 13 contains 46576 members 
Mstep: Class 14 contains 427 members 
Mstep: Class 15 contains 1101 members 
Mstep: Class 16 contains 48165 members 
Mstep: Class 17 contains 998 members 
Mstep: Class 18 contains 44317 members 
Mstep: Class 19 contains 204 members 
Mstep: Class 20 contains 792 members 
Mstep: Class 21 contains 13419 members 
Mstep: Class 22 contains 825 members 
Mstep: Class 23 contains 46977 members 
Mstep: Class 24 contains 587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111190512.000000 Penalty: 79364.328125
Iteration 80F: 25 clusters Score -1.111905e+08 nChanged 10668
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 49048 members 
Mstep: Class 2 contains 44510 members 
Mstep: Class 3 contains 42175 members 
Mstep: Class 4 contains 51613 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24145 members 
Mstep: Class 7 contains 49342 members 
Mstep: Class 8 contains 2008 members 
Mstep: Class 9 contains 49449 members 
Mstep: Class 10 contains 43458 members 
Mstep: Class 11 contains 53297 members 
Mstep: Class 12 contains 1168 members 
Mstep: Class 13 contains 46255 members 
Mstep: Class 14 contains 411 members 
Mstep: Class 15 contains 1107 members 
Mstep: Class 16 contains 47808 members 
Mstep: Class 17 contains 1054 members 
Mstep: Class 18 contains 44130 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 787 members 
Mstep: Class 21 contains 13515 members 
Mstep: Class 22 contains 784 members 
Mstep: Class 23 contains 50560 members 
Mstep: Class 24 contains 604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111191336.000000 Penalty: 79364.328125
Iteration 81Q: 25 clusters Score -1.111913e+08 nChanged 9534
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 48831 members 
Mstep: Class 2 contains 44310 members 
Mstep: Class 3 contains 41929 members 
Mstep: Class 4 contains 51216 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24216 members 
Mstep: Class 7 contains 48969 members 
Mstep: Class 8 contains 2044 members 
Mstep: Class 9 contains 49354 members 
Mstep: Class 10 contains 43164 members 
Mstep: Class 11 contains 52658 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 45978 members 
Mstep: Class 14 contains 409 members 
Mstep: Class 15 contains 1119 members 
Mstep: Class 16 contains 47519 members 
Mstep: Class 17 contains 1073 members 
Mstep: Class 18 contains 44022 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 777 members 
Mstep: Class 21 contains 13999 members 
Mstep: Class 22 contains 770 members 
Mstep: Class 23 contains 53114 members 
Mstep: Class 24 contains 605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111191784.000000 Penalty: 79364.328125
Iteration 82Q: 25 clusters Score -1.111918e+08 nChanged 8769
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 48630 members 
Mstep: Class 2 contains 44175 members 
Mstep: Class 3 contains 41750 members 
Mstep: Class 4 contains 50828 members 
Mstep: Class 5 contains 428 members 
Mstep: Class 6 contains 24280 members 
Mstep: Class 7 contains 48648 members 
Mstep: Class 8 contains 2070 members 
Mstep: Class 9 contains 49225 members 
Mstep: Class 10 contains 42896 members 
Mstep: Class 11 contains 52162 members 
Mstep: Class 12 contains 1143 members 
Mstep: Class 13 contains 45824 members 
Mstep: Class 14 contains 409 members 
Mstep: Class 15 contains 1123 members 
Mstep: Class 16 contains 47372 members 
Mstep: Class 17 contains 1081 members 
Mstep: Class 18 contains 43893 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 772 members 
Mstep: Class 21 contains 14530 members 
Mstep: Class 22 contains 760 members 
Mstep: Class 23 contains 55048 members 
Mstep: Class 24 contains 608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111191960.000000 Penalty: 79364.328125
Iteration 83Q: 25 clusters Score -1.11192e+08 nChanged 8319
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 48481 members 
Mstep: Class 2 contains 44132 members 
Mstep: Class 3 contains 41573 members 
Mstep: Class 4 contains 50438 members 
Mstep: Class 5 contains 429 members 
Mstep: Class 6 contains 24338 members 
Mstep: Class 7 contains 48404 members 
Mstep: Class 8 contains 2082 members 
Mstep: Class 9 contains 49103 members 
Mstep: Class 10 contains 42677 members 
Mstep: Class 11 contains 51724 members 
Mstep: Class 12 contains 1145 members 
Mstep: Class 13 contains 45727 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1132 members 
Mstep: Class 16 contains 47208 members 
Mstep: Class 17 contains 1085 members 
Mstep: Class 18 contains 43801 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 767 members 
Mstep: Class 21 contains 15090 members 
Mstep: Class 22 contains 756 members 
Mstep: Class 23 contains 56544 members 
Mstep: Class 24 contains 609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111191928.000000 Penalty: 79364.328125
Iteration 84Q: 25 clusters Score -1.111919e+08 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 48379 members 
Mstep: Class 2 contains 44020 members 
Mstep: Class 3 contains 41377 members 
Mstep: Class 4 contains 50135 members 
Mstep: Class 5 contains 428 members 
Mstep: Class 6 contains 24393 members 
Mstep: Class 7 contains 48344 members 
Mstep: Class 8 contains 2093 members 
Mstep: Class 9 contains 49001 members 
Mstep: Class 10 contains 42518 members 
Mstep: Class 11 contains 51339 members 
Mstep: Class 12 contains 1150 members 
Mstep: Class 13 contains 45685 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1136 members 
Mstep: Class 16 contains 47078 members 
Mstep: Class 17 contains 1087 members 
Mstep: Class 18 contains 43776 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 761 members 
Mstep: Class 21 contains 15680 members 
Mstep: Class 22 contains 752 members 
Mstep: Class 23 contains 57502 members 
Mstep: Class 24 contains 611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111192336.000000 Penalty: 79364.328125
Iteration 85Q: 25 clusters Score -1.111923e+08 nChanged 7085
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 48330 members 
Mstep: Class 2 contains 43960 members 
Mstep: Class 3 contains 41208 members 
Mstep: Class 4 contains 49940 members 
Mstep: Class 5 contains 428 members 
Mstep: Class 6 contains 24447 members 
Mstep: Class 7 contains 48344 members 
Mstep: Class 8 contains 2100 members 
Mstep: Class 9 contains 48901 members 
Mstep: Class 10 contains 42360 members 
Mstep: Class 11 contains 51016 members 
Mstep: Class 12 contains 1153 members 
Mstep: Class 13 contains 45689 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1144 members 
Mstep: Class 16 contains 46967 members 
Mstep: Class 17 contains 1089 members 
Mstep: Class 18 contains 43757 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 750 members 
Mstep: Class 21 contains 16238 members 
Mstep: Class 22 contains 749 members 
Mstep: Class 23 contains 58063 members 
Mstep: Class 24 contains 612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111193608.000000 Penalty: 79364.328125
Iteration 86Q: 25 clusters Score -1.111936e+08 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 48308 members 
Mstep: Class 2 contains 43898 members 
Mstep: Class 3 contains 41108 members 
Mstep: Class 4 contains 49837 members 
Mstep: Class 5 contains 429 members 
Mstep: Class 6 contains 24461 members 
Mstep: Class 7 contains 48441 members 
Mstep: Class 8 contains 2105 members 
Mstep: Class 9 contains 48783 members 
Mstep: Class 10 contains 42218 members 
Mstep: Class 11 contains 50727 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 45663 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1158 members 
Mstep: Class 16 contains 46891 members 
Mstep: Class 17 contains 1089 members 
Mstep: Class 18 contains 43705 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 740 members 
Mstep: Class 21 contains 16774 members 
Mstep: Class 22 contains 747 members 
Mstep: Class 23 contains 58399 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111194104.000000 Penalty: 79364.328125
Iteration 87Q: 25 clusters Score -1.111941e+08 nChanged 6369
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 48333 members 
Mstep: Class 2 contains 43899 members 
Mstep: Class 3 contains 41002 members 
Mstep: Class 4 contains 49750 members 
Mstep: Class 5 contains 429 members 
Mstep: Class 6 contains 24485 members 
Mstep: Class 7 contains 48558 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 9 contains 48677 members 
Mstep: Class 10 contains 42048 members 
Mstep: Class 11 contains 50440 members 
Mstep: Class 12 contains 1148 members 
Mstep: Class 13 contains 45654 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1171 members 
Mstep: Class 16 contains 46844 members 
Mstep: Class 17 contains 1090 members 
Mstep: Class 18 contains 43673 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 730 members 
Mstep: Class 21 contains 17329 members 
Mstep: Class 22 contains 747 members 
Mstep: Class 23 contains 58514 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111194664.000000 Penalty: 79364.328125
Iteration 88Q: 25 clusters Score -1.111947e+08 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 48299 members 
Mstep: Class 2 contains 43917 members 
Mstep: Class 3 contains 40914 members 
Mstep: Class 4 contains 49695 members 
Mstep: Class 5 contains 429 members 
Mstep: Class 6 contains 24532 members 
Mstep: Class 7 contains 48665 members 
Mstep: Class 8 contains 2118 members 
Mstep: Class 9 contains 48655 members 
Mstep: Class 10 contains 41889 members 
Mstep: Class 11 contains 50202 members 
Mstep: Class 12 contains 1145 members 
Mstep: Class 13 contains 45644 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1178 members 
Mstep: Class 16 contains 46818 members 
Mstep: Class 17 contains 1089 members 
Mstep: Class 18 contains 43586 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 724 members 
Mstep: Class 21 contains 17875 members 
Mstep: Class 22 contains 747 members 
Mstep: Class 23 contains 58511 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111195448.000000 Penalty: 79364.328125
Iteration 89Q: 25 clusters Score -1.111954e+08 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 48294 members 
Mstep: Class 2 contains 43935 members 
Mstep: Class 3 contains 40831 members 
Mstep: Class 4 contains 49627 members 
Mstep: Class 5 contains 429 members 
Mstep: Class 6 contains 24570 members 
Mstep: Class 7 contains 48814 members 
Mstep: Class 8 contains 2125 members 
Mstep: Class 9 contains 48690 members 
Mstep: Class 10 contains 41754 members 
Mstep: Class 11 contains 49992 members 
Mstep: Class 12 contains 1142 members 
Mstep: Class 13 contains 45609 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1187 members 
Mstep: Class 16 contains 46790 members 
Mstep: Class 17 contains 1089 members 
Mstep: Class 18 contains 43482 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 18351 members 
Mstep: Class 22 contains 747 members 
Mstep: Class 23 contains 58455 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111195448.000000 Penalty: 79364.328125
Iteration 90Q: 25 clusters Score -1.111954e+08 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 48335 members 
Mstep: Class 2 contains 43927 members 
Mstep: Class 3 contains 40749 members 
Mstep: Class 4 contains 49546 members 
Mstep: Class 5 contains 429 members 
Mstep: Class 6 contains 24602 members 
Mstep: Class 7 contains 49022 members 
Mstep: Class 8 contains 2129 members 
Mstep: Class 9 contains 48722 members 
Mstep: Class 10 contains 41634 members 
Mstep: Class 11 contains 49791 members 
Mstep: Class 12 contains 1132 members 
Mstep: Class 13 contains 45589 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1191 members 
Mstep: Class 16 contains 46769 members 
Mstep: Class 17 contains 1089 members 
Mstep: Class 18 contains 43448 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 713 members 
Mstep: Class 21 contains 18762 members 
Mstep: Class 22 contains 747 members 
Mstep: Class 23 contains 58306 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111195984.000000 Penalty: 79364.328125
Iteration 91Q: 25 clusters Score -1.11196e+08 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 43942 members 
Mstep: Class 3 contains 40631 members 
Mstep: Class 4 contains 49452 members 
Mstep: Class 5 contains 429 members 
Mstep: Class 6 contains 24623 members 
Mstep: Class 7 contains 49259 members 
Mstep: Class 8 contains 2129 members 
Mstep: Class 9 contains 48689 members 
Mstep: Class 10 contains 41565 members 
Mstep: Class 11 contains 49622 members 
Mstep: Class 12 contains 1126 members 
Mstep: Class 13 contains 45598 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1193 members 
Mstep: Class 16 contains 46774 members 
Mstep: Class 17 contains 1091 members 
Mstep: Class 18 contains 43400 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 709 members 
Mstep: Class 21 contains 19134 members 
Mstep: Class 22 contains 747 members 
Mstep: Class 23 contains 58132 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111196192.000000 Penalty: 79364.328125
Iteration 92Q: 25 clusters Score -1.111962e+08 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 48417 members 
Mstep: Class 2 contains 43962 members 
Mstep: Class 3 contains 40561 members 
Mstep: Class 4 contains 49409 members 
Mstep: Class 5 contains 429 members 
Mstep: Class 6 contains 24663 members 
Mstep: Class 7 contains 49488 members 
Mstep: Class 8 contains 2127 members 
Mstep: Class 9 contains 48703 members 
Mstep: Class 10 contains 41486 members 
Mstep: Class 11 contains 49445 members 
Mstep: Class 12 contains 1120 members 
Mstep: Class 13 contains 45590 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1192 members 
Mstep: Class 16 contains 46792 members 
Mstep: Class 17 contains 1094 members 
Mstep: Class 18 contains 43308 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 19534 members 
Mstep: Class 22 contains 747 members 
Mstep: Class 23 contains 57857 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111196544.000000 Penalty: 79364.328125
Iteration 93Q: 25 clusters Score -1.111965e+08 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 48396 members 
Mstep: Class 2 contains 43950 members 
Mstep: Class 3 contains 40525 members 
Mstep: Class 4 contains 49377 members 
Mstep: Class 5 contains 429 members 
Mstep: Class 6 contains 24706 members 
Mstep: Class 7 contains 49702 members 
Mstep: Class 8 contains 2127 members 
Mstep: Class 9 contains 48737 members 
Mstep: Class 10 contains 41390 members 
Mstep: Class 11 contains 49306 members 
Mstep: Class 12 contains 1116 members 
Mstep: Class 13 contains 45581 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1195 members 
Mstep: Class 16 contains 46779 members 
Mstep: Class 17 contains 1095 members 
Mstep: Class 18 contains 43261 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 707 members 
Mstep: Class 21 contains 19907 members 
Mstep: Class 22 contains 747 members 
Mstep: Class 23 contains 57599 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111197320.000000 Penalty: 79364.328125
Iteration 94Q: 25 clusters Score -1.111973e+08 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 48382 members 
Mstep: Class 2 contains 43956 members 
Mstep: Class 3 contains 40484 members 
Mstep: Class 4 contains 49362 members 
Mstep: Class 5 contains 429 members 
Mstep: Class 6 contains 24755 members 
Mstep: Class 7 contains 49932 members 
Mstep: Class 8 contains 2126 members 
Mstep: Class 9 contains 48768 members 
Mstep: Class 10 contains 41322 members 
Mstep: Class 11 contains 49182 members 
Mstep: Class 12 contains 1117 members 
Mstep: Class 13 contains 45559 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1195 members 
Mstep: Class 16 contains 46773 members 
Mstep: Class 17 contains 1097 members 
Mstep: Class 18 contains 43229 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 20277 members 
Mstep: Class 22 contains 747 members 
Mstep: Class 23 contains 57235 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111197712.000000 Penalty: 79364.328125
Iteration 95Q: 25 clusters Score -1.111977e+08 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 43979 members 
Mstep: Class 3 contains 40457 members 
Mstep: Class 4 contains 49394 members 
Mstep: Class 5 contains 428 members 
Mstep: Class 6 contains 24777 members 
Mstep: Class 7 contains 50090 members 
Mstep: Class 8 contains 2131 members 
Mstep: Class 9 contains 48745 members 
Mstep: Class 10 contains 41267 members 
Mstep: Class 11 contains 49049 members 
Mstep: Class 12 contains 1111 members 
Mstep: Class 13 contains 45538 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1194 members 
Mstep: Class 16 contains 46800 members 
Mstep: Class 17 contains 1096 members 
Mstep: Class 18 contains 43170 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 20638 members 
Mstep: Class 22 contains 747 members 
Mstep: Class 23 contains 56892 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198408.000000 Penalty: 79364.328125
Iteration 96Q: 25 clusters Score -1.111984e+08 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 48466 members 
Mstep: Class 2 contains 43968 members 
Mstep: Class 3 contains 40486 members 
Mstep: Class 4 contains 49383 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24808 members 
Mstep: Class 7 contains 50213 members 
Mstep: Class 8 contains 2135 members 
Mstep: Class 9 contains 48730 members 
Mstep: Class 10 contains 41233 members 
Mstep: Class 11 contains 48910 members 
Mstep: Class 12 contains 1104 members 
Mstep: Class 13 contains 45499 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1195 members 
Mstep: Class 16 contains 46794 members 
Mstep: Class 17 contains 1097 members 
Mstep: Class 18 contains 43133 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 21033 members 
Mstep: Class 22 contains 747 members 
Mstep: Class 23 contains 56566 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198944.000000 Penalty: 79364.328125
Iteration 97Q: 25 clusters Score -1.111989e+08 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 48529 members 
Mstep: Class 2 contains 43978 members 
Mstep: Class 3 contains 40523 members 
Mstep: Class 4 contains 49336 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24829 members 
Mstep: Class 7 contains 50254 members 
Mstep: Class 8 contains 2138 members 
Mstep: Class 9 contains 48768 members 
Mstep: Class 10 contains 41218 members 
Mstep: Class 11 contains 48812 members 
Mstep: Class 12 contains 1100 members 
Mstep: Class 13 contains 45452 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1192 members 
Mstep: Class 16 contains 46780 members 
Mstep: Class 17 contains 1098 members 
Mstep: Class 18 contains 43054 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 21451 members 
Mstep: Class 22 contains 747 members 
Mstep: Class 23 contains 56242 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111199520.000000 Penalty: 79364.328125
Iteration 98Q: 25 clusters Score -1.111995e+08 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 48584 members 
Mstep: Class 2 contains 43954 members 
Mstep: Class 3 contains 40544 members 
Mstep: Class 4 contains 49263 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24864 members 
Mstep: Class 7 contains 50293 members 
Mstep: Class 8 contains 2138 members 
Mstep: Class 9 contains 48859 members 
Mstep: Class 10 contains 41166 members 
Mstep: Class 11 contains 48722 members 
Mstep: Class 12 contains 1107 members 
Mstep: Class 13 contains 45411 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1191 members 
Mstep: Class 16 contains 46744 members 
Mstep: Class 17 contains 1099 members 
Mstep: Class 18 contains 43001 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 21855 members 
Mstep: Class 22 contains 747 members 
Mstep: Class 23 contains 55959 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111200128.000000 Penalty: 79364.328125
Iteration 99Q: 25 clusters Score -1.112001e+08 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 48639 members 
Mstep: Class 2 contains 43943 members 
Mstep: Class 3 contains 40602 members 
Mstep: Class 4 contains 49200 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24898 members 
Mstep: Class 7 contains 50311 members 
Mstep: Class 8 contains 2141 members 
Mstep: Class 9 contains 48884 members 
Mstep: Class 10 contains 41141 members 
Mstep: Class 11 contains 48615 members 
Mstep: Class 12 contains 1098 members 
Mstep: Class 13 contains 45348 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1191 members 
Mstep: Class 16 contains 46712 members 
Mstep: Class 17 contains 1099 members 
Mstep: Class 18 contains 42887 members 
Mstep: Class 19 contains 219 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 22235 members 
Mstep: Class 22 contains 747 members 
Mstep: Class 23 contains 55812 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111200368.000000 Penalty: 79364.328125
Iteration 100F: 25 clusters Score -1.112004e+08 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48696 members 
Mstep: Class 2 contains 43939 members 
Mstep: Class 3 contains 40648 members 
Mstep: Class 4 contains 49134 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24929 members 
Mstep: Class 7 contains 50383 members 
Mstep: Class 8 contains 2143 members 
Mstep: Class 9 contains 48904 members 
Mstep: Class 10 contains 41094 members 
Mstep: Class 11 contains 48499 members 
Mstep: Class 12 contains 1095 members 
Mstep: Class 13 contains 45332 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1192 members 
Mstep: Class 16 contains 46661 members 
Mstep: Class 17 contains 1099 members 
Mstep: Class 18 contains 42796 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 22607 members 
Mstep: Class 22 contains 747 members 
Mstep: Class 23 contains 55606 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 101Q: 25 clusters Score -1.112011e+08 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48660 members 
Mstep: Class 2 contains 43941 members 
Mstep: Class 3 contains 40720 members 
Mstep: Class 4 contains 49041 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24977 members 
Mstep: Class 7 contains 50478 members 
Mstep: Class 8 contains 2146 members 
Mstep: Class 9 contains 48916 members 
Mstep: Class 10 contains 41074 members 
Mstep: Class 11 contains 48390 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 45283 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1194 members 
Mstep: Class 16 contains 46615 members 
Mstep: Class 17 contains 1099 members 
Mstep: Class 18 contains 42743 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 22977 members 
Mstep: Class 22 contains 747 members 
Mstep: Class 23 contains 55413 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201752.000000 Penalty: 79364.328125
Iteration 102Q: 25 clusters Score -1.112018e+08 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48623 members 
Mstep: Class 2 contains 43936 members 
Mstep: Class 3 contains 40769 members 
Mstep: Class 4 contains 48979 members 
Mstep: Class 5 contains 425 members 
Mstep: Class 6 contains 25026 members 
Mstep: Class 7 contains 50573 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 48956 members 
Mstep: Class 10 contains 41047 members 
Mstep: Class 11 contains 48265 members 
Mstep: Class 12 contains 1089 members 
Mstep: Class 13 contains 45209 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1192 members 
Mstep: Class 16 contains 46596 members 
Mstep: Class 17 contains 1099 members 
Mstep: Class 18 contains 42674 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 23405 members 
Mstep: Class 22 contains 747 members 
Mstep: Class 23 contains 55172 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201800.000000 Penalty: 79364.328125
Iteration 103Q: 25 clusters Score -1.112018e+08 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 2 contains 43897 members 
Mstep: Class 3 contains 40863 members 
Mstep: Class 4 contains 48926 members 
Mstep: Class 5 contains 425 members 
Mstep: Class 6 contains 25059 members 
Mstep: Class 7 contains 50694 members 
Mstep: Class 8 contains 2148 members 
Mstep: Class 9 contains 48928 members 
Mstep: Class 10 contains 41034 members 
Mstep: Class 11 contains 48176 members 
Mstep: Class 12 contains 1089 members 
Mstep: Class 13 contains 45126 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1192 members 
Mstep: Class 16 contains 46563 members 
Mstep: Class 17 contains 1099 members 
Mstep: Class 18 contains 42581 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 23832 members 
Mstep: Class 22 contains 747 members 
Mstep: Class 23 contains 54983 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202248.000000 Penalty: 79364.328125
Iteration 104Q: 25 clusters Score -1.112022e+08 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48539 members 
Mstep: Class 2 contains 43840 members 
Mstep: Class 3 contains 40978 members 
Mstep: Class 4 contains 48869 members 
Mstep: Class 5 contains 425 members 
Mstep: Class 6 contains 25102 members 
Mstep: Class 7 contains 50797 members 
Mstep: Class 8 contains 2150 members 
Mstep: Class 9 contains 48913 members 
Mstep: Class 10 contains 41052 members 
Mstep: Class 11 contains 48033 members 
Mstep: Class 12 contains 1093 members 
Mstep: Class 13 contains 45055 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1191 members 
Mstep: Class 16 contains 46494 members 
Mstep: Class 17 contains 1099 members 
Mstep: Class 18 contains 42538 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 24275 members 
Mstep: Class 22 contains 747 members 
Mstep: Class 23 contains 54740 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202768.000000 Penalty: 79364.328125
Iteration 105Q: 25 clusters Score -1.112028e+08 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48496 members 
Mstep: Class 2 contains 43782 members 
Mstep: Class 3 contains 41105 members 
Mstep: Class 4 contains 48808 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 25145 members 
Mstep: Class 7 contains 50868 members 
Mstep: Class 8 contains 2152 members 
Mstep: Class 9 contains 48836 members 
Mstep: Class 10 contains 41080 members 
Mstep: Class 11 contains 47876 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 44994 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1192 members 
Mstep: Class 16 contains 46413 members 
Mstep: Class 17 contains 1100 members 
Mstep: Class 18 contains 42531 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 24763 members 
Mstep: Class 22 contains 747 members 
Mstep: Class 23 contains 54528 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111203688.000000 Penalty: 79364.328125
Iteration 106Q: 25 clusters Score -1.112037e+08 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48422 members 
Mstep: Class 2 contains 43715 members 
Mstep: Class 3 contains 41247 members 
Mstep: Class 4 contains 48709 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 25189 members 
Mstep: Class 7 contains 50893 members 
Mstep: Class 8 contains 2155 members 
Mstep: Class 9 contains 48781 members 
Mstep: Class 10 contains 41105 members 
Mstep: Class 11 contains 47774 members 
Mstep: Class 12 contains 1088 members 
Mstep: Class 13 contains 44917 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1194 members 
Mstep: Class 16 contains 46326 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 42574 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 25281 members 
Mstep: Class 22 contains 746 members 
Mstep: Class 23 contains 54284 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111204640.000000 Penalty: 79364.328125
Iteration 107Q: 25 clusters Score -1.112046e+08 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48350 members 
Mstep: Class 2 contains 43634 members 
Mstep: Class 3 contains 41416 members 
Mstep: Class 4 contains 48614 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 25224 members 
Mstep: Class 7 contains 50860 members 
Mstep: Class 8 contains 2156 members 
Mstep: Class 9 contains 48768 members 
Mstep: Class 10 contains 41145 members 
Mstep: Class 11 contains 47651 members 
Mstep: Class 12 contains 1089 members 
Mstep: Class 13 contains 44828 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1196 members 
Mstep: Class 16 contains 46215 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 42609 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 25829 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 54071 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111205408.000000 Penalty: 79364.328125
Iteration 108Q: 25 clusters Score -1.112054e+08 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48252 members 
Mstep: Class 2 contains 43531 members 
Mstep: Class 3 contains 41570 members 
Mstep: Class 4 contains 48518 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 25247 members 
Mstep: Class 7 contains 50807 members 
Mstep: Class 8 contains 2157 members 
Mstep: Class 9 contains 48755 members 
Mstep: Class 10 contains 41202 members 
Mstep: Class 11 contains 47571 members 
Mstep: Class 12 contains 1087 members 
Mstep: Class 13 contains 44759 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1195 members 
Mstep: Class 16 contains 46133 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 42563 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 26426 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 53882 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111206240.000000 Penalty: 79364.328125
Iteration 109Q: 25 clusters Score -1.112062e+08 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48188 members 
Mstep: Class 2 contains 43487 members 
Mstep: Class 3 contains 41761 members 
Mstep: Class 4 contains 48426 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 25266 members 
Mstep: Class 7 contains 50739 members 
Mstep: Class 8 contains 2159 members 
Mstep: Class 9 contains 48671 members 
Mstep: Class 10 contains 41248 members 
Mstep: Class 11 contains 47496 members 
Mstep: Class 12 contains 1081 members 
Mstep: Class 13 contains 44682 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1197 members 
Mstep: Class 16 contains 46074 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 42456 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 26988 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 53736 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 110Q: 25 clusters Score -1.11207e+08 nChanged 4546
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 48056 members 
Mstep: Class 2 contains 43439 members 
Mstep: Class 3 contains 41948 members 
Mstep: Class 4 contains 48362 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 25287 members 
Mstep: Class 7 contains 50669 members 
Mstep: Class 8 contains 2163 members 
Mstep: Class 9 contains 48579 members 
Mstep: Class 10 contains 41301 members 
Mstep: Class 11 contains 47461 members 
Mstep: Class 12 contains 1088 members 
Mstep: Class 13 contains 44579 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1198 members 
Mstep: Class 16 contains 45999 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 42385 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 27514 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 53627 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 111Q: 25 clusters Score -1.112077e+08 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47900 members 
Mstep: Class 2 contains 43391 members 
Mstep: Class 3 contains 42112 members 
Mstep: Class 4 contains 48310 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 25305 members 
Mstep: Class 7 contains 50614 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 48496 members 
Mstep: Class 10 contains 41388 members 
Mstep: Class 11 contains 47471 members 
Mstep: Class 12 contains 1084 members 
Mstep: Class 13 contains 44476 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1198 members 
Mstep: Class 16 contains 45861 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 42351 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 28032 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 53502 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 112Q: 25 clusters Score -1.112083e+08 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47748 members 
Mstep: Class 2 contains 43341 members 
Mstep: Class 3 contains 42260 members 
Mstep: Class 4 contains 48242 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 25324 members 
Mstep: Class 7 contains 50536 members 
Mstep: Class 8 contains 2164 members 
Mstep: Class 9 contains 48440 members 
Mstep: Class 10 contains 41472 members 
Mstep: Class 11 contains 47489 members 
Mstep: Class 12 contains 1088 members 
Mstep: Class 13 contains 44409 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1197 members 
Mstep: Class 16 contains 45729 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 42289 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 28576 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 53351 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
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Iteration 113Q: 25 clusters Score -1.112091e+08 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47673 members 
Mstep: Class 2 contains 43302 members 
Mstep: Class 3 contains 42438 members 
Mstep: Class 4 contains 48169 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 25319 members 
Mstep: Class 7 contains 50497 members 
Mstep: Class 8 contains 2165 members 
Mstep: Class 9 contains 48404 members 
Mstep: Class 10 contains 41563 members 
Mstep: Class 11 contains 47431 members 
Mstep: Class 12 contains 1092 members 
Mstep: Class 13 contains 44316 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1197 members 
Mstep: Class 16 contains 45600 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 42216 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 29086 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 53187 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
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Iteration 114Q: 25 clusters Score -1.112101e+08 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47562 members 
Mstep: Class 2 contains 43248 members 
Mstep: Class 3 contains 42590 members 
Mstep: Class 4 contains 48082 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 25336 members 
Mstep: Class 7 contains 50434 members 
Mstep: Class 8 contains 2165 members 
Mstep: Class 9 contains 48354 members 
Mstep: Class 10 contains 41631 members 
Mstep: Class 11 contains 47367 members 
Mstep: Class 12 contains 1094 members 
Mstep: Class 13 contains 44272 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1197 members 
Mstep: Class 16 contains 45486 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 42210 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 29602 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 53025 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
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Iteration 115Q: 25 clusters Score -1.112108e+08 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47446 members 
Mstep: Class 2 contains 43202 members 
Mstep: Class 3 contains 42737 members 
Mstep: Class 4 contains 48004 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25352 members 
Mstep: Class 7 contains 50361 members 
Mstep: Class 8 contains 2166 members 
Mstep: Class 9 contains 48308 members 
Mstep: Class 10 contains 41700 members 
Mstep: Class 11 contains 47310 members 
Mstep: Class 12 contains 1093 members 
Mstep: Class 13 contains 44203 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1199 members 
Mstep: Class 16 contains 45420 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 42178 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 30140 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 52835 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111211376.000000 Penalty: 79364.328125
Iteration 116Q: 25 clusters Score -1.112114e+08 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 43153 members 
Mstep: Class 3 contains 42847 members 
Mstep: Class 4 contains 47927 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25365 members 
Mstep: Class 7 contains 50205 members 
Mstep: Class 8 contains 2168 members 
Mstep: Class 9 contains 48278 members 
Mstep: Class 10 contains 41768 members 
Mstep: Class 11 contains 47239 members 
Mstep: Class 12 contains 1091 members 
Mstep: Class 13 contains 44104 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1201 members 
Mstep: Class 16 contains 45347 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 42254 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 30704 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 52665 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111212008.000000 Penalty: 79364.328125
Iteration 117Q: 25 clusters Score -1.11212e+08 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47249 members 
Mstep: Class 2 contains 43094 members 
Mstep: Class 3 contains 42948 members 
Mstep: Class 4 contains 47818 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25391 members 
Mstep: Class 7 contains 50064 members 
Mstep: Class 8 contains 2168 members 
Mstep: Class 9 contains 48232 members 
Mstep: Class 10 contains 41831 members 
Mstep: Class 11 contains 47156 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 44029 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1203 members 
Mstep: Class 16 contains 45315 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 42326 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 31294 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 52446 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111212344.000000 Penalty: 79364.328125
Iteration 118Q: 25 clusters Score -1.112123e+08 nChanged 4555
Entering ConstructFrom: 
Score: -111212344.000000 Penalty: 79364.328125
Entering ConstructFrom: 
Trying to split cluster 1 (47188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47188 members 
Entering Unmasked Estep 
Score: -8582942.000000 Penalty: 2668.949951
	Iteration 0F: 2 clusters Score -8582942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -8552208.000000 Penalty: 5337.899902
	Iteration 0F: 3 clusters Score -8552208 nChanged 21647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -8563762.000000 Penalty: 5337.899902
	Iteration 1F: 3 clusters Score -8563762 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 23810 members 
Entering Unmasked Estep 
Score: -8564320.000000 Penalty: 5337.899902
	Iteration 2Q: 3 clusters Score -8564320 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -8564894.000000 Penalty: 5337.899902
	Iteration 3Q: 3 clusters Score -8564894 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 24417 members 
Entering Unmasked Estep 
Score: -8565613.000000 Penalty: 5337.899902
	Iteration 4Q: 3 clusters Score -8565613 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -8566532.000000 Penalty: 5337.899902
	Iteration 5Q: 3 clusters Score -8566532 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -8567722.000000 Penalty: 5337.899902
	Iteration 6F: 3 clusters Score -8567722 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -8569321.000000 Penalty: 5337.899902
	Iteration 7F: 3 clusters Score -8569321 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
Score: -8571581.000000 Penalty: 5337.899902
	Iteration 8F: 3 clusters Score -8571581 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -8573923.000000 Penalty: 5337.899902
	Iteration 9F: 3 clusters Score -8573923 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 30067 members 
Entering Unmasked Estep 
Score: -8575697.000000 Penalty: 5337.899902
	Iteration 10F: 3 clusters Score -8575697 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -8576487.000000 Penalty: 5337.899902
	Iteration 11Q: 3 clusters Score -8576487 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -8576963.000000 Penalty: 5337.899902
	Iteration 12Q: 3 clusters Score -8576963 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -8577261.000000 Penalty: 5337.899902
	Iteration 13Q: 3 clusters Score -8577261 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -8577578.000000 Penalty: 5337.899902
	Iteration 14Q: 3 clusters Score -8577578 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 33490 members 
Entering Unmasked Estep 
Score: -8577853.000000 Penalty: 5337.899902
	Iteration 15Q: 3 clusters Score -8577853 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 34108 members 
Entering Unmasked Estep 
Score: -8578077.000000 Penalty: 5337.899902
	Iteration 16Q: 3 clusters Score -8578077 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -8578351.000000 Penalty: 5337.899902
	Iteration 17Q: 3 clusters Score -8578351 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -8578521.000000 Penalty: 5337.899902
	Iteration 18Q: 3 clusters Score -8578521 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -8578697.000000 Penalty: 5337.899902
	Iteration 19Q: 3 clusters Score -8578697 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 36479 members 
Entering Unmasked Estep 
Score: -8578877.000000 Penalty: 5337.899902
	Iteration 20F: 3 clusters Score -8578877 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 37041 members 
Entering Unmasked Estep 
Score: -8579047.000000 Penalty: 5337.899902
	Iteration 21Q: 3 clusters Score -8579047 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -8579272.000000 Penalty: 5337.899902
	Iteration 22Q: 3 clusters Score -8579272 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -8579474.000000 Penalty: 5337.899902
	Iteration 23Q: 3 clusters Score -8579474 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -8579638.000000 Penalty: 5337.899902
	Iteration 24Q: 3 clusters Score -8579638 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 39091 members 
Entering Unmasked Estep 
Score: -8579802.000000 Penalty: 5337.899902
	Iteration 25Q: 3 clusters Score -8579802 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -8579971.000000 Penalty: 5337.899902
	Iteration 26Q: 3 clusters Score -8579971 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -8580129.000000 Penalty: 5337.899902
	Iteration 27Q: 3 clusters Score -8580129 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -8580255.000000 Penalty: 5337.899902
	Iteration 28Q: 3 clusters Score -8580255 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -8580352.000000 Penalty: 5337.899902
	Iteration 29Q: 3 clusters Score -8580352 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 41230 members 
Entering Unmasked Estep 
Score: -8580462.000000 Penalty: 5337.899902
	Iteration 30Q: 3 clusters Score -8580462 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 41598 members 
Entering Unmasked Estep 
Score: -8580549.000000 Penalty: 5337.899902
	Iteration 31Q: 3 clusters Score -8580549 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 41934 members 
Entering Unmasked Estep 
Score: -8580607.000000 Penalty: 5337.899902
	Iteration 32Q: 3 clusters Score -8580607 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -8580681.000000 Penalty: 5337.899902
	Iteration 33Q: 3 clusters Score -8580681 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -8580718.000000 Penalty: 5337.899902
	Iteration 34Q: 3 clusters Score -8580718 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 42821 members 
Entering Unmasked Estep 
Score: -8580771.000000 Penalty: 5337.899902
	Iteration 35Q: 3 clusters Score -8580771 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 43074 members 
Entering Unmasked Estep 
Score: -8580848.000000 Penalty: 5337.899902
	Iteration 36Q: 3 clusters Score -8580848 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 43315 members 
Entering Unmasked Estep 
Score: -8580909.000000 Penalty: 5337.899902
	Iteration 37Q: 3 clusters Score -8580909 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -8580914.000000 Penalty: 5337.899902
	Iteration 38Q: 3 clusters Score -8580914 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 43703 members 
Entering Unmasked Estep 
Score: -8580928.000000 Penalty: 5337.899902
	Iteration 39Q: 3 clusters Score -8580928 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 43863 members 
Entering Unmasked Estep 
Score: -8580970.000000 Penalty: 5337.899902
	Iteration 40F: 3 clusters Score -8580970 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -8580976.000000 Penalty: 5337.899902
	Iteration 41Q: 3 clusters Score -8580976 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 44160 members 
Entering Unmasked Estep 
Score: -8580979.000000 Penalty: 5337.899902
	Iteration 42Q: 3 clusters Score -8580979 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 44297 members 
Entering Unmasked Estep 
Score: -8581034.000000 Penalty: 5337.899902
	Iteration 43Q: 3 clusters Score -8581034 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -8581007.000000 Penalty: 5337.899902
	Iteration 44Q: 3 clusters Score -8581007 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -8581031.000000 Penalty: 5337.899902
	Iteration 45Q: 3 clusters Score -8581031 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 44638 members 
Entering Unmasked Estep 
Score: -8581012.000000 Penalty: 5337.899902
	Iteration 46Q: 3 clusters Score -8581012 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 44732 members 
Entering Unmasked Estep 
Score: -8581008.000000 Penalty: 5337.899902
	Iteration 47Q: 3 clusters Score -8581008 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 44812 members 
Entering Unmasked Estep 
Score: -8581008.000000 Penalty: 5337.899902
	Iteration 48Q: 3 clusters Score -8581008 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 44873 members 
Entering Unmasked Estep 
Score: -8580996.000000 Penalty: 5337.899902
	Iteration 49Q: 3 clusters Score -8580996 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 44929 members 
Entering Unmasked Estep 
Score: -8581002.000000 Penalty: 5337.899902
	Iteration 50Q: 3 clusters Score -8581002 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 44985 members 
Entering Unmasked Estep 
Score: -8581007.000000 Penalty: 5337.899902
	Iteration 51Q: 3 clusters Score -8581007 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 45035 members 
Entering Unmasked Estep 
Score: -8580994.000000 Penalty: 5337.899902
	Iteration 52Q: 3 clusters Score -8580994 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 45079 members 
Entering Unmasked Estep 
Score: -8580996.000000 Penalty: 5337.899902
	Iteration 53Q: 3 clusters Score -8580996 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 45118 members 
Entering Unmasked Estep 
Score: -8580998.000000 Penalty: 5337.899902
	Iteration 54Q: 3 clusters Score -8580998 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 45159 members 
Entering Unmasked Estep 
Score: -8581008.000000 Penalty: 5337.899902
	Iteration 55Q: 3 clusters Score -8581008 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -8581003.000000 Penalty: 5337.899902
	Iteration 56Q: 3 clusters Score -8581003 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 45242 members 
Entering Unmasked Estep 
Score: -8581003.000000 Penalty: 5337.899902
	Iteration 57Q: 3 clusters Score -8581003 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 45274 members 
Entering Unmasked Estep 
Score: -8581001.000000 Penalty: 5337.899902
	Iteration 58Q: 3 clusters Score -8581001 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 45297 members 
Entering Unmasked Estep 
Score: -8581003.000000 Penalty: 5337.899902
	Iteration 59Q: 3 clusters Score -8581003 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 45320 members 
Entering Unmasked Estep 
Score: -8580995.000000 Penalty: 5337.899902
	Iteration 60F: 3 clusters Score -8580995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 45336 members 
Entering Unmasked Estep 
Score: -8580994.000000 Penalty: 5337.899902
	Iteration 61Q: 3 clusters Score -8580994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 45346 members 
Entering Unmasked Estep 
Score: -8580990.000000 Penalty: 5337.899902
	Iteration 62Q: 3 clusters Score -8580990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 45356 members 
Entering Unmasked Estep 
Score: -8580992.000000 Penalty: 5337.899902
	Iteration 63Q: 3 clusters Score -8580992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 45367 members 
Entering Unmasked Estep 
Score: -8580998.000000 Penalty: 5337.899902
	Iteration 64Q: 3 clusters Score -8580998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 45381 members 
Entering Unmasked Estep 
Score: -8580986.000000 Penalty: 5337.899902
	Iteration 65Q: 3 clusters Score -8580986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 45401 members 
Entering Unmasked Estep 
Score: -8580988.000000 Penalty: 5337.899902
	Iteration 66Q: 3 clusters Score -8580988 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 45427 members 
Entering Unmasked Estep 
Score: -8581002.000000 Penalty: 5337.899902
	Iteration 67Q: 3 clusters Score -8581002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 45452 members 
Entering Unmasked Estep 
Score: -8581009.000000 Penalty: 5337.899902
	Iteration 68Q: 3 clusters Score -8581009 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
Score: -8580999.000000 Penalty: 5337.899902
	Iteration 69Q: 3 clusters Score -8580999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -8580995.000000 Penalty: 5337.899902
	Iteration 70Q: 3 clusters Score -8580995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 45497 members 
Entering Unmasked Estep 
Score: -8580998.000000 Penalty: 5337.899902
	Iteration 71Q: 3 clusters Score -8580998 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -8581003.000000 Penalty: 5337.899902
	Iteration 72Q: 3 clusters Score -8581003 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 45533 members 
Entering Unmasked Estep 
Score: -8580988.000000 Penalty: 5337.899902
	Iteration 73Q: 3 clusters Score -8580988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 45547 members 
Entering Unmasked Estep 
Score: -8580990.000000 Penalty: 5337.899902
	Iteration 74Q: 3 clusters Score -8580990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 45558 members 
Entering Unmasked Estep 
Score: -8580973.000000 Penalty: 5337.899902
	Iteration 75Q: 3 clusters Score -8580973 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 45574 members 
Entering Unmasked Estep 
Score: -8580975.000000 Penalty: 5337.899902
	Iteration 76Q: 3 clusters Score -8580975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 45593 members 
Entering Unmasked Estep 
Score: -8580978.000000 Penalty: 5337.899902
	Iteration 77Q: 3 clusters Score -8580978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 45617 members 
Entering Unmasked Estep 
Score: -8580975.000000 Penalty: 5337.899902
	Iteration 78Q: 3 clusters Score -8580975 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 45646 members 
Entering Unmasked Estep 
Score: -8580969.000000 Penalty: 5337.899902
	Iteration 79Q: 3 clusters Score -8580969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 45670 members 
Entering Unmasked Estep 
Score: -8580963.000000 Penalty: 5337.899902
	Iteration 80F: 3 clusters Score -8580963 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 45687 members 
Entering Unmasked Estep 
Score: -8580973.000000 Penalty: 5337.899902
	Iteration 81Q: 3 clusters Score -8580973 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 45705 members 
Entering Unmasked Estep 
Score: -8580964.000000 Penalty: 5337.899902
	Iteration 82Q: 3 clusters Score -8580964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 45718 members 
Entering Unmasked Estep 
Score: -8580968.000000 Penalty: 5337.899902
	Iteration 83Q: 3 clusters Score -8580968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 45734 members 
Entering Unmasked Estep 
Score: -8580962.000000 Penalty: 5337.899902
	Iteration 84Q: 3 clusters Score -8580962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 45746 members 
Entering Unmasked Estep 
Score: -8580964.000000 Penalty: 5337.899902
	Iteration 85Q: 3 clusters Score -8580964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 45761 members 
Entering Unmasked Estep 
Score: -8580961.000000 Penalty: 5337.899902
	Iteration 86Q: 3 clusters Score -8580961 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 45776 members 
Entering Unmasked Estep 
Score: -8580956.000000 Penalty: 5337.899902
	Iteration 87Q: 3 clusters Score -8580956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 45791 members 
Entering Unmasked Estep 
Score: -8580960.000000 Penalty: 5337.899902
	Iteration 88Q: 3 clusters Score -8580960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 45800 members 
Entering Unmasked Estep 
Score: -8580958.000000 Penalty: 5337.899902
	Iteration 89Q: 3 clusters Score -8580958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 45809 members 
Entering Unmasked Estep 
Score: -8580961.000000 Penalty: 5337.899902
	Iteration 90Q: 3 clusters Score -8580961 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 45812 members 
Entering Unmasked Estep 
Score: -8580956.000000 Penalty: 5337.899902
	Iteration 91Q: 3 clusters Score -8580956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 45815 members 
Entering Unmasked Estep 
Score: -8580955.000000 Penalty: 5337.899902
	Iteration 92Q: 3 clusters Score -8580955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 45818 members 
Entering Unmasked Estep 
Score: -8580962.000000 Penalty: 5337.899902
	Iteration 93Q: 3 clusters Score -8580962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 45824 members 
Entering Unmasked Estep 
Score: -8580954.000000 Penalty: 5337.899902
	Iteration 94Q: 3 clusters Score -8580954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 45831 members 
Entering Unmasked Estep 
Score: -8580950.000000 Penalty: 5337.899902
	Iteration 95Q: 3 clusters Score -8580950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -8580954.000000 Penalty: 5337.899902
	Iteration 96Q: 3 clusters Score -8580954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -8580956.000000 Penalty: 5337.899902
	Iteration 97Q: 3 clusters Score -8580956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 45851 members 
Entering Unmasked Estep 
Score: -8580952.000000 Penalty: 5337.899902
	Iteration 98Q: 3 clusters Score -8580952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 45862 members 
Entering Unmasked Estep 
Score: -8580951.000000 Penalty: 5337.899902
	Iteration 99Q: 3 clusters Score -8580951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 45873 members 
Entering Unmasked Estep 
Score: -8580948.000000 Penalty: 5337.899902
	Iteration 100F: 3 clusters Score -8580948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -8580945.000000 Penalty: 5337.899902
	Iteration 101Q: 3 clusters Score -8580945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 45893 members 
Entering Unmasked Estep 
Score: -8580934.000000 Penalty: 5337.899902
	Iteration 102Q: 3 clusters Score -8580934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -8580945.000000 Penalty: 5337.899902
	Iteration 103Q: 3 clusters Score -8580945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -8580950.000000 Penalty: 5337.899902
	Iteration 104Q: 3 clusters Score -8580950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 45920 members 
Entering Unmasked Estep 
Score: -8580955.000000 Penalty: 5337.899902
	Iteration 105Q: 3 clusters Score -8580955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 45926 members 
Entering Unmasked Estep 
Score: -8580959.000000 Penalty: 5337.899902
	Iteration 106Q: 3 clusters Score -8580959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 45932 members 
Entering Unmasked Estep 
Score: -8580959.000000 Penalty: 5337.899902
	Iteration 107Q: 3 clusters Score -8580959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
Score: -8580960.000000 Penalty: 5337.899902
	Iteration 108Q: 3 clusters Score -8580960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 45950 members 
Entering Unmasked Estep 
Score: -8580958.000000 Penalty: 5337.899902
	Iteration 109Q: 3 clusters Score -8580958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -8580960.000000 Penalty: 5337.899902
	Iteration 110Q: 3 clusters Score -8580960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 45984 members 
Entering Unmasked Estep 
Score: -8580961.000000 Penalty: 5337.899902
	Iteration 111Q: 3 clusters Score -8580961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
Score: -8580963.000000 Penalty: 5337.899902
	Iteration 112Q: 3 clusters Score -8580963 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 46022 members 
Entering Unmasked Estep 
Score: -8580959.000000 Penalty: 5337.899902
	Iteration 113Q: 3 clusters Score -8580959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -8580976.000000 Penalty: 5337.899902
	Iteration 114Q: 3 clusters Score -8580976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 46046 members 
Entering Unmasked Estep 
Score: -8580973.000000 Penalty: 5337.899902
	Iteration 115Q: 3 clusters Score -8580973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
Score: -8580962.000000 Penalty: 5337.899902
	Iteration 116Q: 3 clusters Score -8580962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 46063 members 
Entering Unmasked Estep 
Score: -8580964.000000 Penalty: 5337.899902
	Iteration 117Q: 3 clusters Score -8580964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 46073 members 
Entering Unmasked Estep 
Score: -8580972.000000 Penalty: 5337.899902
	Iteration 118Q: 3 clusters Score -8580972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -8580970.000000 Penalty: 5337.899902
	Iteration 119Q: 3 clusters Score -8580970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 46098 members 
Entering Unmasked Estep 
Score: -8580962.000000 Penalty: 5337.899902
	Iteration 120F: 3 clusters Score -8580962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -8580966.000000 Penalty: 5337.899902
	Iteration 121Q: 3 clusters Score -8580966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
Score: -8580966.000000 Penalty: 5337.899902
	Iteration 122Q: 3 clusters Score -8580966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 46111 members 
Entering Unmasked Estep 
Score: -8580965.000000 Penalty: 5337.899902
	Iteration 123Q: 3 clusters Score -8580965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 46115 members 
Entering Unmasked Estep 
Score: -8580964.000000 Penalty: 5337.899902
	Iteration 124Q: 3 clusters Score -8580964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
Score: -8580970.000000 Penalty: 5337.899902
	Iteration 125Q: 3 clusters Score -8580970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 46121 members 
Entering Unmasked Estep 
Score: -8580971.000000 Penalty: 5337.899902
	Iteration 126Q: 3 clusters Score -8580971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 46121 members 
Entering Unmasked Estep 
Score: -8580971.000000 Penalty: 5337.899902
	Iteration 127F: 3 clusters Score -8580971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43029 members 
Entering Unmasked Estep 
Score: -7893926.500000 Penalty: 2646.068359
	Iteration 0F: 2 clusters Score -7893926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -7865697.500000 Penalty: 5292.136719
	Iteration 0F: 3 clusters Score -7865698 nChanged 19710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -7876662.500000 Penalty: 5292.136719
	Iteration 1F: 3 clusters Score -7876662 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -7877099.500000 Penalty: 5292.136719
	Iteration 2Q: 3 clusters Score -7877100 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -7877547.000000 Penalty: 5292.136719
	Iteration 3Q: 3 clusters Score -7877547 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -7878123.500000 Penalty: 5292.136719
	Iteration 4Q: 3 clusters Score -7878124 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -7878888.000000 Penalty: 5292.136719
	Iteration 5Q: 3 clusters Score -7878888 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -7880057.500000 Penalty: 5292.136719
	Iteration 6F: 3 clusters Score -7880058 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -7881757.500000 Penalty: 5292.136719
	Iteration 7F: 3 clusters Score -7881758 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -7884134.500000 Penalty: 5292.136719
	Iteration 8F: 3 clusters Score -7884134 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -7886588.000000 Penalty: 5292.136719
	Iteration 9F: 3 clusters Score -7886588 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -7888803.000000 Penalty: 5292.136719
	Iteration 10F: 3 clusters Score -7888803 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -7890248.500000 Penalty: 5292.136719
	Iteration 11Q: 3 clusters Score -7890248 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 38740 members 
Entering Unmasked Estep 
Score: -7891047.000000 Penalty: 5292.136719
	Iteration 12Q: 3 clusters Score -7891047 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -7891478.500000 Penalty: 5292.136719
	Iteration 13Q: 3 clusters Score -7891478 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -7891687.000000 Penalty: 5292.136719
	Iteration 14Q: 3 clusters Score -7891687 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -7891857.500000 Penalty: 5292.136719
	Iteration 15Q: 3 clusters Score -7891858 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 40297 members 
Entering Unmasked Estep 
Score: -7891968.000000 Penalty: 5292.136719
	Iteration 16Q: 3 clusters Score -7891968 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -7892044.500000 Penalty: 5292.136719
	Iteration 17Q: 3 clusters Score -7892044 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -7892116.500000 Penalty: 5292.136719
	Iteration 18Q: 3 clusters Score -7892116 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -7892140.500000 Penalty: 5292.136719
	Iteration 19Q: 3 clusters Score -7892140 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 40977 members 
Entering Unmasked Estep 
Score: -7892170.500000 Penalty: 5292.136719
	Iteration 20F: 3 clusters Score -7892170 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 41069 members 
Entering Unmasked Estep 
Score: -7892183.000000 Penalty: 5292.136719
	Iteration 21Q: 3 clusters Score -7892183 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -7892196.000000 Penalty: 5292.136719
	Iteration 22Q: 3 clusters Score -7892196 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
Score: -7892207.000000 Penalty: 5292.136719
	Iteration 23Q: 3 clusters Score -7892207 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
Score: -7892195.000000 Penalty: 5292.136719
	Iteration 24Q: 3 clusters Score -7892195 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 41391 members 
Entering Unmasked Estep 
Score: -7892200.000000 Penalty: 5292.136719
	Iteration 25Q: 3 clusters Score -7892200 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -7892183.500000 Penalty: 5292.136719
	Iteration 26Q: 3 clusters Score -7892184 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
Score: -7892175.500000 Penalty: 5292.136719
	Iteration 27Q: 3 clusters Score -7892176 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 41527 members 
Entering Unmasked Estep 
Score: -7892173.500000 Penalty: 5292.136719
	Iteration 28Q: 3 clusters Score -7892174 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -7892185.000000 Penalty: 5292.136719
	Iteration 29Q: 3 clusters Score -7892185 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 41600 members 
Entering Unmasked Estep 
Score: -7892174.000000 Penalty: 5292.136719
	Iteration 30Q: 3 clusters Score -7892174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 41620 members 
Entering Unmasked Estep 
Score: -7892176.500000 Penalty: 5292.136719
	Iteration 31Q: 3 clusters Score -7892176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 41643 members 
Entering Unmasked Estep 
Score: -7892187.000000 Penalty: 5292.136719
	Iteration 32Q: 3 clusters Score -7892187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 41664 members 
Entering Unmasked Estep 
Score: -7892189.500000 Penalty: 5292.136719
	Iteration 33Q: 3 clusters Score -7892190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 41681 members 
Entering Unmasked Estep 
Score: -7892196.500000 Penalty: 5292.136719
	Iteration 34Q: 3 clusters Score -7892196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 41701 members 
Entering Unmasked Estep 
Score: -7892192.500000 Penalty: 5292.136719
	Iteration 35Q: 3 clusters Score -7892192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 41718 members 
Entering Unmasked Estep 
Score: -7892185.500000 Penalty: 5292.136719
	Iteration 36Q: 3 clusters Score -7892186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -7892192.000000 Penalty: 5292.136719
	Iteration 37Q: 3 clusters Score -7892192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -7892195.000000 Penalty: 5292.136719
	Iteration 38Q: 3 clusters Score -7892195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -7892197.500000 Penalty: 5292.136719
	Iteration 39Q: 3 clusters Score -7892198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 41773 members 
Entering Unmasked Estep 
Score: -7892192.500000 Penalty: 5292.136719
	Iteration 40F: 3 clusters Score -7892192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 41782 members 
Entering Unmasked Estep 
Score: -7892181.000000 Penalty: 5292.136719
	Iteration 41Q: 3 clusters Score -7892181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -7892194.000000 Penalty: 5292.136719
	Iteration 42Q: 3 clusters Score -7892194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 41794 members 
Entering Unmasked Estep 
Score: -7892194.000000 Penalty: 5292.136719
	Iteration 43Q: 3 clusters Score -7892194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -7892185.000000 Penalty: 5292.136719
	Iteration 44Q: 3 clusters Score -7892185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -7892198.000000 Penalty: 5292.136719
	Iteration 45Q: 3 clusters Score -7892198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 41810 members 
Entering Unmasked Estep 
Score: -7892184.000000 Penalty: 5292.136719
	Iteration 46Q: 3 clusters Score -7892184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -7892189.000000 Penalty: 5292.136719
	Iteration 47Q: 3 clusters Score -7892189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -7892191.500000 Penalty: 5292.136719
	Iteration 48Q: 3 clusters Score -7892192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -7892194.000000 Penalty: 5292.136719
	Iteration 49Q: 3 clusters Score -7892194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -7892188.000000 Penalty: 5292.136719
	Iteration 50Q: 3 clusters Score -7892188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -7892197.000000 Penalty: 5292.136719
	Iteration 51Q: 3 clusters Score -7892197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 41827 members 
Entering Unmasked Estep 
Score: -7892198.000000 Penalty: 5292.136719
	Iteration 52Q: 3 clusters Score -7892198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
Score: -7892198.500000 Penalty: 5292.136719
	Iteration 53Q: 3 clusters Score -7892198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -7892199.000000 Penalty: 5292.136719
	Iteration 54Q: 3 clusters Score -7892199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 41836 members 
Entering Unmasked Estep 
Score: -7892198.500000 Penalty: 5292.136719
	Iteration 55Q: 3 clusters Score -7892198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -7892202.000000 Penalty: 5292.136719
	Iteration 56Q: 3 clusters Score -7892202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -7892198.000000 Penalty: 5292.136719
	Iteration 57Q: 3 clusters Score -7892198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -7892200.000000 Penalty: 5292.136719
	Iteration 58Q: 3 clusters Score -7892200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 41844 members 
Entering Unmasked Estep 
Score: -7892200.000000 Penalty: 5292.136719
	Iteration 59Q: 3 clusters Score -7892200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 41845 members 
Entering Unmasked Estep 
Score: -7892200.000000 Penalty: 5292.136719
	Iteration 60F: 3 clusters Score -7892200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 41847 members 
Entering Unmasked Estep 
Score: -7892197.000000 Penalty: 5292.136719
	Iteration 61Q: 3 clusters Score -7892197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -7892198.500000 Penalty: 5292.136719
	Iteration 62Q: 3 clusters Score -7892198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 41853 members 
Entering Unmasked Estep 
Score: -7892197.000000 Penalty: 5292.136719
	Iteration 63Q: 3 clusters Score -7892197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 41860 members 
Entering Unmasked Estep 
Score: -7892192.000000 Penalty: 5292.136719
	Iteration 64Q: 3 clusters Score -7892192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 41865 members 
Entering Unmasked Estep 
Score: -7892197.000000 Penalty: 5292.136719
	Iteration 65Q: 3 clusters Score -7892197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -7892192.000000 Penalty: 5292.136719
	Iteration 66Q: 3 clusters Score -7892192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 41873 members 
Entering Unmasked Estep 
Score: -7892192.500000 Penalty: 5292.136719
	Iteration 67Q: 3 clusters Score -7892192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 41875 members 
Entering Unmasked Estep 
Score: -7892195.500000 Penalty: 5292.136719
	Iteration 68Q: 3 clusters Score -7892196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 41883 members 
Entering Unmasked Estep 
Score: -7892194.500000 Penalty: 5292.136719
	Iteration 69Q: 3 clusters Score -7892194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 41883 members 
Entering Unmasked Estep 
Score: -7892194.500000 Penalty: 5292.136719
	Iteration 70F: 3 clusters Score -7892194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43061 members 
Entering Unmasked Estep 
Score: -7921923.500000 Penalty: 2646.252441
	Iteration 0F: 2 clusters Score -7921924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -7893716.500000 Penalty: 5292.504883
	Iteration 0F: 3 clusters Score -7893716 nChanged 19820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -7905163.500000 Penalty: 5292.504883
	Iteration 1F: 3 clusters Score -7905164 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -7906249.500000 Penalty: 5292.504883
	Iteration 2F: 3 clusters Score -7906250 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -7907603.000000 Penalty: 5292.504883
	Iteration 3F: 3 clusters Score -7907603 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -7909287.500000 Penalty: 5292.504883
	Iteration 4F: 3 clusters Score -7909288 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -7911287.000000 Penalty: 5292.504883
	Iteration 5F: 3 clusters Score -7911287 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 24671 members 
Entering Unmasked Estep 
Score: -7913677.000000 Penalty: 5292.504883
	Iteration 6F: 3 clusters Score -7913677 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 25546 members 
Entering Unmasked Estep 
Score: -7915662.000000 Penalty: 5292.504883
	Iteration 7F: 3 clusters Score -7915662 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -7916613.500000 Penalty: 5292.504883
	Iteration 8Q: 3 clusters Score -7916614 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -7916968.000000 Penalty: 5292.504883
	Iteration 9Q: 3 clusters Score -7916968 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -7917174.000000 Penalty: 5292.504883
	Iteration 10Q: 3 clusters Score -7917174 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -7917301.000000 Penalty: 5292.504883
	Iteration 11Q: 3 clusters Score -7917301 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -7917385.500000 Penalty: 5292.504883
	Iteration 12Q: 3 clusters Score -7917386 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -7917532.000000 Penalty: 5292.504883
	Iteration 13Q: 3 clusters Score -7917532 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -7917638.000000 Penalty: 5292.504883
	Iteration 14Q: 3 clusters Score -7917638 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 29169 members 
Entering Unmasked Estep 
Score: -7917757.000000 Penalty: 5292.504883
	Iteration 15Q: 3 clusters Score -7917757 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -7917830.500000 Penalty: 5292.504883
	Iteration 16Q: 3 clusters Score -7917830 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -7917875.000000 Penalty: 5292.504883
	Iteration 17Q: 3 clusters Score -7917875 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -7917968.500000 Penalty: 5292.504883
	Iteration 18Q: 3 clusters Score -7917968 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -7918004.000000 Penalty: 5292.504883
	Iteration 19Q: 3 clusters Score -7918004 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -7918100.500000 Penalty: 5292.504883
	Iteration 20F: 3 clusters Score -7918100 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 31275 members 
Entering Unmasked Estep 
Score: -7918185.500000 Penalty: 5292.504883
	Iteration 21Q: 3 clusters Score -7918186 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -7918250.500000 Penalty: 5292.504883
	Iteration 22Q: 3 clusters Score -7918250 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -7918333.000000 Penalty: 5292.504883
	Iteration 23Q: 3 clusters Score -7918333 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 32234 members 
Entering Unmasked Estep 
Score: -7918407.000000 Penalty: 5292.504883
	Iteration 24Q: 3 clusters Score -7918407 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -7918465.000000 Penalty: 5292.504883
	Iteration 25Q: 3 clusters Score -7918465 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 32884 members 
Entering Unmasked Estep 
Score: -7918542.000000 Penalty: 5292.504883
	Iteration 26Q: 3 clusters Score -7918542 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 33263 members 
Entering Unmasked Estep 
Score: -7918651.500000 Penalty: 5292.504883
	Iteration 27Q: 3 clusters Score -7918652 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 33616 members 
Entering Unmasked Estep 
Score: -7918724.500000 Penalty: 5292.504883
	Iteration 28Q: 3 clusters Score -7918724 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -7918821.500000 Penalty: 5292.504883
	Iteration 29Q: 3 clusters Score -7918822 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
Score: -7918954.000000 Penalty: 5292.504883
	Iteration 30Q: 3 clusters Score -7918954 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -7919053.000000 Penalty: 5292.504883
	Iteration 31Q: 3 clusters Score -7919053 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -7919182.500000 Penalty: 5292.504883
	Iteration 32Q: 3 clusters Score -7919182 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 35481 members 
Entering Unmasked Estep 
Score: -7919297.500000 Penalty: 5292.504883
	Iteration 33Q: 3 clusters Score -7919298 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -7919435.500000 Penalty: 5292.504883
	Iteration 34Q: 3 clusters Score -7919436 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -7919552.500000 Penalty: 5292.504883
	Iteration 35Q: 3 clusters Score -7919552 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -7919651.500000 Penalty: 5292.504883
	Iteration 36Q: 3 clusters Score -7919652 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -7919716.000000 Penalty: 5292.504883
	Iteration 37Q: 3 clusters Score -7919716 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
Score: -7919785.500000 Penalty: 5292.504883
	Iteration 38Q: 3 clusters Score -7919786 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 37800 members 
Entering Unmasked Estep 
Score: -7919870.000000 Penalty: 5292.504883
	Iteration 39Q: 3 clusters Score -7919870 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 38157 members 
Entering Unmasked Estep 
Score: -7919878.000000 Penalty: 5292.504883
	Iteration 40F: 3 clusters Score -7919878 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 38525 members 
Entering Unmasked Estep 
Score: -7919965.000000 Penalty: 5292.504883
	Iteration 41Q: 3 clusters Score -7919965 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -7920007.000000 Penalty: 5292.504883
	Iteration 42Q: 3 clusters Score -7920007 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -7920062.500000 Penalty: 5292.504883
	Iteration 43Q: 3 clusters Score -7920062 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -7920097.000000 Penalty: 5292.504883
	Iteration 44Q: 3 clusters Score -7920097 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -7920091.500000 Penalty: 5292.504883
	Iteration 45Q: 3 clusters Score -7920092 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -7920136.000000 Penalty: 5292.504883
	Iteration 46Q: 3 clusters Score -7920136 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -7920163.000000 Penalty: 5292.504883
	Iteration 47Q: 3 clusters Score -7920163 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -7920203.000000 Penalty: 5292.504883
	Iteration 48Q: 3 clusters Score -7920203 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -7920258.000000 Penalty: 5292.504883
	Iteration 49Q: 3 clusters Score -7920258 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -7920286.000000 Penalty: 5292.504883
	Iteration 50Q: 3 clusters Score -7920286 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 41054 members 
Entering Unmasked Estep 
Score: -7920295.500000 Penalty: 5292.504883
	Iteration 51Q: 3 clusters Score -7920296 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -7920305.500000 Penalty: 5292.504883
	Iteration 52Q: 3 clusters Score -7920306 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -7920342.500000 Penalty: 5292.504883
	Iteration 53Q: 3 clusters Score -7920342 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 41310 members 
Entering Unmasked Estep 
Score: -7920350.000000 Penalty: 5292.504883
	Iteration 54Q: 3 clusters Score -7920350 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -7920351.000000 Penalty: 5292.504883
	Iteration 55Q: 3 clusters Score -7920351 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 41410 members 
Entering Unmasked Estep 
Score: -7920331.500000 Penalty: 5292.504883
	Iteration 56Q: 3 clusters Score -7920332 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -7920327.500000 Penalty: 5292.504883
	Iteration 57Q: 3 clusters Score -7920328 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
Score: -7920337.500000 Penalty: 5292.504883
	Iteration 58Q: 3 clusters Score -7920338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -7920341.000000 Penalty: 5292.504883
	Iteration 59Q: 3 clusters Score -7920341 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 41517 members 
Entering Unmasked Estep 
Score: -7920342.500000 Penalty: 5292.504883
	Iteration 60F: 3 clusters Score -7920342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 41541 members 
Entering Unmasked Estep 
Score: -7920356.500000 Penalty: 5292.504883
	Iteration 61Q: 3 clusters Score -7920356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 41555 members 
Entering Unmasked Estep 
Score: -7920355.000000 Penalty: 5292.504883
	Iteration 62Q: 3 clusters Score -7920355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
Score: -7920355.000000 Penalty: 5292.504883
	Iteration 63Q: 3 clusters Score -7920355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 41572 members 
Entering Unmasked Estep 
Score: -7920352.500000 Penalty: 5292.504883
	Iteration 64Q: 3 clusters Score -7920352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -7920353.500000 Penalty: 5292.504883
	Iteration 65Q: 3 clusters Score -7920354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 41585 members 
Entering Unmasked Estep 
Score: -7920350.500000 Penalty: 5292.504883
	Iteration 66Q: 3 clusters Score -7920350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 41592 members 
Entering Unmasked Estep 
Score: -7920346.500000 Penalty: 5292.504883
	Iteration 67Q: 3 clusters Score -7920346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -7920352.500000 Penalty: 5292.504883
	Iteration 68Q: 3 clusters Score -7920352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 41602 members 
Entering Unmasked Estep 
Score: -7920356.000000 Penalty: 5292.504883
	Iteration 69Q: 3 clusters Score -7920356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -7920350.500000 Penalty: 5292.504883
	Iteration 70Q: 3 clusters Score -7920350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -7920344.500000 Penalty: 5292.504883
	Iteration 71Q: 3 clusters Score -7920344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 41626 members 
Entering Unmasked Estep 
Score: -7920337.000000 Penalty: 5292.504883
	Iteration 72Q: 3 clusters Score -7920337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 41632 members 
Entering Unmasked Estep 
Score: -7920340.500000 Penalty: 5292.504883
	Iteration 73Q: 3 clusters Score -7920340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -7920337.000000 Penalty: 5292.504883
	Iteration 74Q: 3 clusters Score -7920337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -7920337.000000 Penalty: 5292.504883
	Iteration 75Q: 3 clusters Score -7920337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 41644 members 
Entering Unmasked Estep 
Score: -7920335.500000 Penalty: 5292.504883
	Iteration 76Q: 3 clusters Score -7920336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -7920333.500000 Penalty: 5292.504883
	Iteration 77Q: 3 clusters Score -7920334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 41647 members 
Entering Unmasked Estep 
Score: -7920338.000000 Penalty: 5292.504883
	Iteration 78Q: 3 clusters Score -7920338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -7920338.000000 Penalty: 5292.504883
	Iteration 79Q: 3 clusters Score -7920338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 41655 members 
Entering Unmasked Estep 
Score: -7920339.000000 Penalty: 5292.504883
	Iteration 80F: 3 clusters Score -7920339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 41657 members 
Entering Unmasked Estep 
Score: -7920341.500000 Penalty: 5292.504883
	Iteration 81Q: 3 clusters Score -7920342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -7920339.000000 Penalty: 5292.504883
	Iteration 82Q: 3 clusters Score -7920339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -7920339.000000 Penalty: 5292.504883
	Iteration 83F: 3 clusters Score -7920339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47720 members 
Entering Unmasked Estep 
Score: -8722137.000000 Penalty: 2671.730225
	Iteration 0F: 2 clusters Score -8722137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -8691734.000000 Penalty: 5343.460449
	Iteration 0F: 3 clusters Score -8691734 nChanged 21922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -8703928.000000 Penalty: 5343.460449
	Iteration 1F: 3 clusters Score -8703928 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21590 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -8704478.000000 Penalty: 5343.460449
	Iteration 2Q: 3 clusters Score -8704478 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -8705172.000000 Penalty: 5343.460449
	Iteration 3Q: 3 clusters Score -8705172 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 29266 members 
Entering Unmasked Estep 
Score: -8706091.000000 Penalty: 5343.460449
	Iteration 4Q: 3 clusters Score -8706091 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -8707589.000000 Penalty: 5343.460449
	Iteration 5F: 3 clusters Score -8707589 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -8709899.000000 Penalty: 5343.460449
	Iteration 6F: 3 clusters Score -8709899 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -8713056.000000 Penalty: 5343.460449
	Iteration 7F: 3 clusters Score -8713056 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 42369 members 
Entering Unmasked Estep 
Score: -8716329.000000 Penalty: 5343.460449
	Iteration 8F: 3 clusters Score -8716329 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 45071 members 
Entering Unmasked Estep 
Score: -8718319.000000 Penalty: 5343.460449
	Iteration 9F: 3 clusters Score -8718319 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 46531 members 
Entering Unmasked Estep 
Score: -8719207.000000 Penalty: 5343.460449
	Iteration 10Q: 3 clusters Score -8719207 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 47122 members 
Entering Unmasked Estep 
Score: -8719590.000000 Penalty: 5343.460449
	Iteration 11Q: 3 clusters Score -8719590 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 47318 members 
Entering Unmasked Estep 
Score: -8719707.000000 Penalty: 5343.460449
	Iteration 12Q: 3 clusters Score -8719707 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 47382 members 
Entering Unmasked Estep 
Score: -8719796.000000 Penalty: 5343.460449
	Iteration 13Q: 3 clusters Score -8719796 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 47420 members 
Entering Unmasked Estep 
Score: -8719838.000000 Penalty: 5343.460449
	Iteration 14Q: 3 clusters Score -8719838 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 47453 members 
Entering Unmasked Estep 
Score: -8719894.000000 Penalty: 5343.460449
	Iteration 15Q: 3 clusters Score -8719894 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 47468 members 
Entering Unmasked Estep 
Score: -8719922.000000 Penalty: 5343.460449
	Iteration 16Q: 3 clusters Score -8719922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 47471 members 
Entering Unmasked Estep 
Score: -8719931.000000 Penalty: 5343.460449
	Iteration 17Q: 3 clusters Score -8719931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 47473 members 
Entering Unmasked Estep 
Score: -8719939.000000 Penalty: 5343.460449
	Iteration 18Q: 3 clusters Score -8719939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 47476 members 
Entering Unmasked Estep 
Score: -8719943.000000 Penalty: 5343.460449
	Iteration 19Q: 3 clusters Score -8719943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 47480 members 
Entering Unmasked Estep 
Score: -8719950.000000 Penalty: 5343.460449
	Iteration 20F: 3 clusters Score -8719950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 47480 members 
Entering Unmasked Estep 
Score: -8719943.000000 Penalty: 5343.460449
	Iteration 21Q: 3 clusters Score -8719943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 47480 members 
Entering Unmasked Estep 
Score: -8719943.000000 Penalty: 5343.460449
	Iteration 22F: 3 clusters Score -8719943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -69768.312500 Penalty: 1502.082520
	Iteration 0F: 2 clusters Score -69768.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -68390.062500 Penalty: 3004.165039
	Iteration 0F: 3 clusters Score -68390.06 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -68673.304688 Penalty: 3004.165039
	Iteration 1F: 3 clusters Score -68673.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -68797.882812 Penalty: 3004.165039
	Iteration 2F: 3 clusters Score -68797.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -68882.875000 Penalty: 3004.165039
	Iteration 3Q: 3 clusters Score -68882.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -69058.140625 Penalty: 3004.165039
	Iteration 4Q: 3 clusters Score -69058.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -69211.296875 Penalty: 3004.165039
	Iteration 5Q: 3 clusters Score -69211.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -69270.265625 Penalty: 3004.165039
	Iteration 6Q: 3 clusters Score -69270.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -69308.859375 Penalty: 3004.165039
	Iteration 7Q: 3 clusters Score -69308.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -69351.359375 Penalty: 3004.165039
	Iteration 8Q: 3 clusters Score -69351.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -69389.703125 Penalty: 3004.165039
	Iteration 9Q: 3 clusters Score -69389.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -69415.773438 Penalty: 3004.165039
	Iteration 10Q: 3 clusters Score -69415.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -69456.507812 Penalty: 3004.165039
	Iteration 11Q: 3 clusters Score -69456.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -69522.859375 Penalty: 3004.165039
	Iteration 12Q: 3 clusters Score -69522.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -69544.625000 Penalty: 3004.165039
	Iteration 13Q: 3 clusters Score -69544.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -69571.515625 Penalty: 3004.165039
	Iteration 14Q: 3 clusters Score -69571.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -69589.351562 Penalty: 3004.165039
	Iteration 15Q: 3 clusters Score -69589.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -69596.890625 Penalty: 3004.165039
	Iteration 16Q: 3 clusters Score -69596.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -69597.109375 Penalty: 3004.165039
	Iteration 17F: 3 clusters Score -69597.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -69599.820312 Penalty: 3004.165039
	Iteration 18Q: 3 clusters Score -69599.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -69599.820312 Penalty: 3004.165039
	Iteration 19F: 3 clusters Score -69599.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Entering Unmasked Estep 
Score: -4509054.500000 Penalty: 2515.321533
	Iteration 0F: 2 clusters Score -4509054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -4491487.500000 Penalty: 5030.643066
	Iteration 0F: 3 clusters Score -4491488 nChanged 11366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -4497613.000000 Penalty: 5030.643066
	Iteration 1F: 3 clusters Score -4497613 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -4498070.500000 Penalty: 5030.643066
	Iteration 2Q: 3 clusters Score -4498070 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -4498465.500000 Penalty: 5030.643066
	Iteration 3Q: 3 clusters Score -4498466 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -4498819.000000 Penalty: 5030.643066
	Iteration 4Q: 3 clusters Score -4498819 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -4499153.500000 Penalty: 5030.643066
	Iteration 5Q: 3 clusters Score -4499154 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -4499433.500000 Penalty: 5030.643066
	Iteration 6Q: 3 clusters Score -4499434 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -4499751.500000 Penalty: 5030.643066
	Iteration 7Q: 3 clusters Score -4499752 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -4500121.500000 Penalty: 5030.643066
	Iteration 8Q: 3 clusters Score -4500122 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -4500647.000000 Penalty: 5030.643066
	Iteration 9Q: 3 clusters Score -4500647 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -4501376.500000 Penalty: 5030.643066
	Iteration 10Q: 3 clusters Score -4501376 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -4502319.000000 Penalty: 5030.643066
	Iteration 11F: 3 clusters Score -4502319 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -4503519.500000 Penalty: 5030.643066
	Iteration 12F: 3 clusters Score -4503520 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -4504685.000000 Penalty: 5030.643066
	Iteration 13F: 3 clusters Score -4504685 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -4505514.000000 Penalty: 5030.643066
	Iteration 14Q: 3 clusters Score -4505514 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -4506014.500000 Penalty: 5030.643066
	Iteration 15Q: 3 clusters Score -4506014 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -4506307.000000 Penalty: 5030.643066
	Iteration 16Q: 3 clusters Score -4506307 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4506511.000000 Penalty: 5030.643066
	Iteration 17Q: 3 clusters Score -4506511 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4506613.500000 Penalty: 5030.643066
	Iteration 18Q: 3 clusters Score -4506614 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -4506674.500000 Penalty: 5030.643066
	Iteration 19Q: 3 clusters Score -4506674 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4506729.500000 Penalty: 5030.643066
	Iteration 20F: 3 clusters Score -4506730 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4506772.500000 Penalty: 5030.643066
	Iteration 21Q: 3 clusters Score -4506772 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24846 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4506799.500000 Penalty: 5030.643066
	Iteration 22Q: 3 clusters Score -4506800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4506819.500000 Penalty: 5030.643066
	Iteration 23Q: 3 clusters Score -4506820 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4506843.000000 Penalty: 5030.643066
	Iteration 24Q: 3 clusters Score -4506843 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4506853.000000 Penalty: 5030.643066
	Iteration 25Q: 3 clusters Score -4506853 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4506868.000000 Penalty: 5030.643066
	Iteration 26Q: 3 clusters Score -4506868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4506875.500000 Penalty: 5030.643066
	Iteration 27Q: 3 clusters Score -4506876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4506881.000000 Penalty: 5030.643066
	Iteration 28Q: 3 clusters Score -4506881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4506891.000000 Penalty: 5030.643066
	Iteration 29Q: 3 clusters Score -4506891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4506901.000000 Penalty: 5030.643066
	Iteration 30Q: 3 clusters Score -4506901 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4506908.000000 Penalty: 5030.643066
	Iteration 31Q: 3 clusters Score -4506908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24948 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4506916.000000 Penalty: 5030.643066
	Iteration 32Q: 3 clusters Score -4506916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4506919.000000 Penalty: 5030.643066
	Iteration 33Q: 3 clusters Score -4506919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4506930.500000 Penalty: 5030.643066
	Iteration 34Q: 3 clusters Score -4506930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24965 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4506941.500000 Penalty: 5030.643066
	Iteration 35Q: 3 clusters Score -4506942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4506941.000000 Penalty: 5030.643066
	Iteration 36Q: 3 clusters Score -4506941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4506941.500000 Penalty: 5030.643066
	Iteration 37Q: 3 clusters Score -4506942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4506944.000000 Penalty: 5030.643066
	Iteration 38Q: 3 clusters Score -4506944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24975 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4506950.000000 Penalty: 5030.643066
	Iteration 39Q: 3 clusters Score -4506950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -4506954.500000 Penalty: 5030.643066
	Iteration 40F: 3 clusters Score -4506954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4506958.000000 Penalty: 5030.643066
	Iteration 41Q: 3 clusters Score -4506958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4506958.500000 Penalty: 5030.643066
	Iteration 42Q: 3 clusters Score -4506958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4506957.000000 Penalty: 5030.643066
	Iteration 43Q: 3 clusters Score -4506957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4506964.000000 Penalty: 5030.643066
	Iteration 44Q: 3 clusters Score -4506964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4506965.500000 Penalty: 5030.643066
	Iteration 45Q: 3 clusters Score -4506966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4506966.000000 Penalty: 5030.643066
	Iteration 46Q: 3 clusters Score -4506966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4506964.000000 Penalty: 5030.643066
	Iteration 47Q: 3 clusters Score -4506964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4506964.000000 Penalty: 5030.643066
	Iteration 48F: 3 clusters Score -4506964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (49910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49910 members 
Entering Unmasked Estep 
Score: -9214502.000000 Penalty: 2682.858398
	Iteration 0F: 2 clusters Score -9214502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -9184420.000000 Penalty: 5365.716797
	Iteration 0F: 3 clusters Score -9184420 nChanged 23062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -9197038.000000 Penalty: 5365.716797
	Iteration 1F: 3 clusters Score -9197038 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -9197581.000000 Penalty: 5365.716797
	Iteration 2Q: 3 clusters Score -9197581 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -9198144.000000 Penalty: 5365.716797
	Iteration 3Q: 3 clusters Score -9198144 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -9198743.000000 Penalty: 5365.716797
	Iteration 4Q: 3 clusters Score -9198743 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -9199295.000000 Penalty: 5365.716797
	Iteration 5Q: 3 clusters Score -9199295 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -9199875.000000 Penalty: 5365.716797
	Iteration 6Q: 3 clusters Score -9199875 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -9200495.000000 Penalty: 5365.716797
	Iteration 7Q: 3 clusters Score -9200495 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -9201207.000000 Penalty: 5365.716797
	Iteration 8Q: 3 clusters Score -9201207 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -9202013.000000 Penalty: 5365.716797
	Iteration 9Q: 3 clusters Score -9202013 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -9202864.000000 Penalty: 5365.716797
	Iteration 10Q: 3 clusters Score -9202864 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -9203953.000000 Penalty: 5365.716797
	Iteration 11Q: 3 clusters Score -9203953 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -9205134.000000 Penalty: 5365.716797
	Iteration 12Q: 3 clusters Score -9205134 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -9206202.000000 Penalty: 5365.716797
	Iteration 13Q: 3 clusters Score -9206202 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -9206923.000000 Penalty: 5365.716797
	Iteration 14Q: 3 clusters Score -9206923 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -9207375.000000 Penalty: 5365.716797
	Iteration 15Q: 3 clusters Score -9207375 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -9207540.000000 Penalty: 5365.716797
	Iteration 16Q: 3 clusters Score -9207540 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -9207653.000000 Penalty: 5365.716797
	Iteration 17Q: 3 clusters Score -9207653 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -9207702.000000 Penalty: 5365.716797
	Iteration 18Q: 3 clusters Score -9207702 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -9207766.000000 Penalty: 5365.716797
	Iteration 19Q: 3 clusters Score -9207766 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -9207798.000000 Penalty: 5365.716797
	Iteration 20F: 3 clusters Score -9207798 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -9207865.000000 Penalty: 5365.716797
	Iteration 21Q: 3 clusters Score -9207865 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -9207927.000000 Penalty: 5365.716797
	Iteration 22Q: 3 clusters Score -9207927 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -9207985.000000 Penalty: 5365.716797
	Iteration 23Q: 3 clusters Score -9207985 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -9208058.000000 Penalty: 5365.716797
	Iteration 24Q: 3 clusters Score -9208058 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -9208135.000000 Penalty: 5365.716797
	Iteration 25Q: 3 clusters Score -9208135 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -9208218.000000 Penalty: 5365.716797
	Iteration 26Q: 3 clusters Score -9208218 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -9208342.000000 Penalty: 5365.716797
	Iteration 27Q: 3 clusters Score -9208342 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -9208433.000000 Penalty: 5365.716797
	Iteration 28Q: 3 clusters Score -9208433 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -9208526.000000 Penalty: 5365.716797
	Iteration 29Q: 3 clusters Score -9208526 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -9208603.000000 Penalty: 5365.716797
	Iteration 30Q: 3 clusters Score -9208603 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -9208739.000000 Penalty: 5365.716797
	Iteration 31Q: 3 clusters Score -9208739 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -9208837.000000 Penalty: 5365.716797
	Iteration 32Q: 3 clusters Score -9208837 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -9208933.000000 Penalty: 5365.716797
	Iteration 33Q: 3 clusters Score -9208933 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -9209042.000000 Penalty: 5365.716797
	Iteration 34Q: 3 clusters Score -9209042 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -9209155.000000 Penalty: 5365.716797
	Iteration 35Q: 3 clusters Score -9209155 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -9209283.000000 Penalty: 5365.716797
	Iteration 36Q: 3 clusters Score -9209283 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -9209358.000000 Penalty: 5365.716797
	Iteration 37Q: 3 clusters Score -9209358 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -9209420.000000 Penalty: 5365.716797
	Iteration 38Q: 3 clusters Score -9209420 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -9209522.000000 Penalty: 5365.716797
	Iteration 39Q: 3 clusters Score -9209522 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -9209585.000000 Penalty: 5365.716797
	Iteration 40F: 3 clusters Score -9209585 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34034 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -9209677.000000 Penalty: 5365.716797
	Iteration 41Q: 3 clusters Score -9209677 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -9209757.000000 Penalty: 5365.716797
	Iteration 42Q: 3 clusters Score -9209757 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -9209888.000000 Penalty: 5365.716797
	Iteration 43Q: 3 clusters Score -9209888 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -9209960.000000 Penalty: 5365.716797
	Iteration 44Q: 3 clusters Score -9209960 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -9210037.000000 Penalty: 5365.716797
	Iteration 45Q: 3 clusters Score -9210037 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -9210173.000000 Penalty: 5365.716797
	Iteration 46Q: 3 clusters Score -9210173 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -9210230.000000 Penalty: 5365.716797
	Iteration 47Q: 3 clusters Score -9210230 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -9210340.000000 Penalty: 5365.716797
	Iteration 48Q: 3 clusters Score -9210340 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37357 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -9210412.000000 Penalty: 5365.716797
	Iteration 49Q: 3 clusters Score -9210412 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -9210460.000000 Penalty: 5365.716797
	Iteration 50Q: 3 clusters Score -9210460 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -9210592.000000 Penalty: 5365.716797
	Iteration 51Q: 3 clusters Score -9210592 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -9210733.000000 Penalty: 5365.716797
	Iteration 52Q: 3 clusters Score -9210733 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -9210887.000000 Penalty: 5365.716797
	Iteration 53Q: 3 clusters Score -9210887 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -9211023.000000 Penalty: 5365.716797
	Iteration 54Q: 3 clusters Score -9211023 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -9211182.000000 Penalty: 5365.716797
	Iteration 55Q: 3 clusters Score -9211182 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -9211444.000000 Penalty: 5365.716797
	Iteration 56Q: 3 clusters Score -9211444 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -9211677.000000 Penalty: 5365.716797
	Iteration 57Q: 3 clusters Score -9211677 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -9211865.000000 Penalty: 5365.716797
	Iteration 58Q: 3 clusters Score -9211865 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43736 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -9211974.000000 Penalty: 5365.716797
	Iteration 59Q: 3 clusters Score -9211974 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -9212079.000000 Penalty: 5365.716797
	Iteration 60F: 3 clusters Score -9212079 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -9212151.000000 Penalty: 5365.716797
	Iteration 61Q: 3 clusters Score -9212151 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46178 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -9212179.000000 Penalty: 5365.716797
	Iteration 62Q: 3 clusters Score -9212179 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46910 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -9212225.000000 Penalty: 5365.716797
	Iteration 63Q: 3 clusters Score -9212225 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47537 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -9212226.000000 Penalty: 5365.716797
	Iteration 64Q: 3 clusters Score -9212226 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48078 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -9212243.000000 Penalty: 5365.716797
	Iteration 65Q: 3 clusters Score -9212243 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -9212272.000000 Penalty: 5365.716797
	Iteration 66Q: 3 clusters Score -9212272 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48816 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -9212284.000000 Penalty: 5365.716797
	Iteration 67Q: 3 clusters Score -9212284 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49044 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -9212315.000000 Penalty: 5365.716797
	Iteration 68Q: 3 clusters Score -9212315 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49191 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -9212328.000000 Penalty: 5365.716797
	Iteration 69Q: 3 clusters Score -9212328 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49288 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -9212327.000000 Penalty: 5365.716797
	Iteration 70Q: 3 clusters Score -9212327 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49363 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -9212320.000000 Penalty: 5365.716797
	Iteration 71Q: 3 clusters Score -9212320 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49401 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -9212324.000000 Penalty: 5365.716797
	Iteration 72Q: 3 clusters Score -9212324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49428 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -9212319.000000 Penalty: 5365.716797
	Iteration 73Q: 3 clusters Score -9212319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49442 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -9212318.000000 Penalty: 5365.716797
	Iteration 74Q: 3 clusters Score -9212318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49451 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -9212319.000000 Penalty: 5365.716797
	Iteration 75Q: 3 clusters Score -9212319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49461 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9212326.000000 Penalty: 5365.716797
	Iteration 76Q: 3 clusters Score -9212326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49469 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -9212332.000000 Penalty: 5365.716797
	Iteration 77Q: 3 clusters Score -9212332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49481 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9212336.000000 Penalty: 5365.716797
	Iteration 78Q: 3 clusters Score -9212336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49489 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9212337.000000 Penalty: 5365.716797
	Iteration 79Q: 3 clusters Score -9212337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49496 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -9212339.000000 Penalty: 5365.716797
	Iteration 80F: 3 clusters Score -9212339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49499 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -9212333.000000 Penalty: 5365.716797
	Iteration 81Q: 3 clusters Score -9212333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49501 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -9212340.000000 Penalty: 5365.716797
	Iteration 82Q: 3 clusters Score -9212340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49502 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -9212335.000000 Penalty: 5365.716797
	Iteration 83Q: 3 clusters Score -9212335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49504 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -9212342.000000 Penalty: 5365.716797
	Iteration 84Q: 3 clusters Score -9212342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49506 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -9212342.000000 Penalty: 5365.716797
	Iteration 85Q: 3 clusters Score -9212342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49508 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -9212348.000000 Penalty: 5365.716797
	Iteration 86Q: 3 clusters Score -9212348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49508 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -9212348.000000 Penalty: 5365.716797
	Iteration 87F: 3 clusters Score -9212348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Entering Unmasked Estep 
Score: -366395.375000 Penalty: 1905.026978
	Iteration 0F: 2 clusters Score -366395.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -363663.750000 Penalty: 3810.053955
	Iteration 0F: 3 clusters Score -363663.8 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -364352.343750 Penalty: 3810.053955
	Iteration 1F: 3 clusters Score -364352.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -364647.906250 Penalty: 3810.053955
	Iteration 2F: 3 clusters Score -364647.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -364824.187500 Penalty: 3810.053955
	Iteration 3F: 3 clusters Score -364824.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -365002.343750 Penalty: 3810.053955
	Iteration 4Q: 3 clusters Score -365002.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -365176.125000 Penalty: 3810.053955
	Iteration 5Q: 3 clusters Score -365176.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -365326.000000 Penalty: 3810.053955
	Iteration 6Q: 3 clusters Score -365326 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -365436.125000 Penalty: 3810.053955
	Iteration 7Q: 3 clusters Score -365436.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -365561.000000 Penalty: 3810.053955
	Iteration 8Q: 3 clusters Score -365561 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -365654.093750 Penalty: 3810.053955
	Iteration 9Q: 3 clusters Score -365654.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -365727.781250 Penalty: 3810.053955
	Iteration 10Q: 3 clusters Score -365727.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -365769.937500 Penalty: 3810.053955
	Iteration 11Q: 3 clusters Score -365769.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -365794.125000 Penalty: 3810.053955
	Iteration 12Q: 3 clusters Score -365794.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -365803.000000 Penalty: 3810.053955
	Iteration 13Q: 3 clusters Score -365803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -365813.343750 Penalty: 3810.053955
	Iteration 14Q: 3 clusters Score -365813.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -365821.968750 Penalty: 3810.053955
	Iteration 15Q: 3 clusters Score -365822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -365824.562500 Penalty: 3810.053955
	Iteration 16Q: 3 clusters Score -365824.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -365827.937500 Penalty: 3810.053955
	Iteration 17Q: 3 clusters Score -365827.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -365844.500000 Penalty: 3810.053955
	Iteration 18Q: 3 clusters Score -365844.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -365851.531250 Penalty: 3810.053955
	Iteration 19Q: 3 clusters Score -365851.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -365964.281250 Penalty: 3810.053955
	Iteration 20F: 3 clusters Score -365964.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -366281.718750 Penalty: 3810.053955
	Iteration 21Q: 3 clusters Score -366281.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -366358.375000 Penalty: 3810.053955
	Iteration 22Q: 3 clusters Score -366358.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -366394.218750 Penalty: 3810.053955
	Iteration 23Q: 3 clusters Score -366394.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -366421.281250 Penalty: 3810.053955
	Iteration 24Q: 3 clusters Score -366421.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -366451.937500 Penalty: 3810.053955
	Iteration 25Q: 3 clusters Score -366451.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -366473.093750 Penalty: 3810.053955
	Iteration 26Q: 3 clusters Score -366473.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -366493.125000 Penalty: 3810.053955
	Iteration 27Q: 3 clusters Score -366493.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -366515.062500 Penalty: 3810.053955
	Iteration 28Q: 3 clusters Score -366515.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -366527.125000 Penalty: 3810.053955
	Iteration 29Q: 3 clusters Score -366527.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -366534.937500 Penalty: 3810.053955
	Iteration 30Q: 3 clusters Score -366534.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -366542.312500 Penalty: 3810.053955
	Iteration 31Q: 3 clusters Score -366542.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -366548.781250 Penalty: 3810.053955
	Iteration 32Q: 3 clusters Score -366548.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -366551.812500 Penalty: 3810.053955
	Iteration 33Q: 3 clusters Score -366551.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -366554.375000 Penalty: 3810.053955
	Iteration 34Q: 3 clusters Score -366554.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -366558.250000 Penalty: 3810.053955
	Iteration 35Q: 3 clusters Score -366558.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -366565.062500 Penalty: 3810.053955
	Iteration 36Q: 3 clusters Score -366565.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -366573.875000 Penalty: 3810.053955
	Iteration 37Q: 3 clusters Score -366573.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -366582.187500 Penalty: 3810.053955
	Iteration 38Q: 3 clusters Score -366582.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -366591.000000 Penalty: 3810.053955
	Iteration 39Q: 3 clusters Score -366591 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -366598.593750 Penalty: 3810.053955
	Iteration 40F: 3 clusters Score -366598.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -366606.000000 Penalty: 3810.053955
	Iteration 41Q: 3 clusters Score -366606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -366619.656250 Penalty: 3810.053955
	Iteration 42Q: 3 clusters Score -366619.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -366630.781250 Penalty: 3810.053955
	Iteration 43Q: 3 clusters Score -366630.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -366633.593750 Penalty: 3810.053955
	Iteration 44Q: 3 clusters Score -366633.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -366638.125000 Penalty: 3810.053955
	Iteration 45Q: 3 clusters Score -366638.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -366642.343750 Penalty: 3810.053955
	Iteration 46Q: 3 clusters Score -366642.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -366647.437500 Penalty: 3810.053955
	Iteration 47Q: 3 clusters Score -366647.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -366650.281250 Penalty: 3810.053955
	Iteration 48Q: 3 clusters Score -366650.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -366652.468750 Penalty: 3810.053955
	Iteration 49Q: 3 clusters Score -366652.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -366653.031250 Penalty: 3810.053955
	Iteration 50Q: 3 clusters Score -366653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -366653.718750 Penalty: 3810.053955
	Iteration 51Q: 3 clusters Score -366653.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -366653.718750 Penalty: 3810.053955
	Iteration 52F: 3 clusters Score -366653.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47188 members 
Mstep: Class 2 contains 43029 members 
Mstep: Class 3 contains 43061 members 
Mstep: Class 4 contains 47720 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25398 members 
Mstep: Class 7 contains 49910 members 
Mstep: Class 8 contains 381 members 
Mstep: Class 9 contains 48089 members 
Mstep: Class 10 contains 41885 members 
Mstep: Class 11 contains 47075 members 
Mstep: Class 12 contains 1091 members 
Mstep: Class 13 contains 43968 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1204 members 
Mstep: Class 16 contains 45278 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 42439 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 31907 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 52244 members 
Mstep: Class 24 contains 613 members 
Mstep: Class 25 contains 1787 members 
Entering Unmasked Estep 
Score: -111211976.000000 Penalty: 82671.179688
Splitting cluster 8 changes total score from -111212344.000000 to -111211976.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (48089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Entering Unmasked Estep 
Score: -8917391.000000 Penalty: 2673.640381
	Iteration 0F: 2 clusters Score -8917391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -8887896.000000 Penalty: 5347.280762
	Iteration 0F: 3 clusters Score -8887896 nChanged 22198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -8900398.000000 Penalty: 5347.280762
	Iteration 1F: 3 clusters Score -8900398 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -8901065.000000 Penalty: 5347.280762
	Iteration 2Q: 3 clusters Score -8901065 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -8901764.000000 Penalty: 5347.280762
	Iteration 3Q: 3 clusters Score -8901764 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -8902682.000000 Penalty: 5347.280762
	Iteration 4Q: 3 clusters Score -8902682 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -8903669.000000 Penalty: 5347.280762
	Iteration 5Q: 3 clusters Score -8903669 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -8904715.000000 Penalty: 5347.280762
	Iteration 6Q: 3 clusters Score -8904715 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
Score: -8905839.000000 Penalty: 5347.280762
	Iteration 7Q: 3 clusters Score -8905839 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -8906951.000000 Penalty: 5347.280762
	Iteration 8Q: 3 clusters Score -8906951 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -8907948.000000 Penalty: 5347.280762
	Iteration 9Q: 3 clusters Score -8907948 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -8908996.000000 Penalty: 5347.280762
	Iteration 10Q: 3 clusters Score -8908996 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -8910007.000000 Penalty: 5347.280762
	Iteration 11Q: 3 clusters Score -8910007 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 30846 members 
Entering Unmasked Estep 
Score: -8910791.000000 Penalty: 5347.280762
	Iteration 12Q: 3 clusters Score -8910791 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -8911408.000000 Penalty: 5347.280762
	Iteration 13Q: 3 clusters Score -8911408 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -8911874.000000 Penalty: 5347.280762
	Iteration 14Q: 3 clusters Score -8911874 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -8912150.000000 Penalty: 5347.280762
	Iteration 15Q: 3 clusters Score -8912150 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -8912358.000000 Penalty: 5347.280762
	Iteration 16Q: 3 clusters Score -8912358 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 32641 members 
Entering Unmasked Estep 
Score: -8912565.000000 Penalty: 5347.280762
	Iteration 17Q: 3 clusters Score -8912565 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8912733 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8912938 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -8913104.000000 Penalty: 5347.280762
	Iteration 20F: 3 clusters Score -8913104 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -8913246.000000 Penalty: 5347.280762
	Iteration 21Q: 3 clusters Score -8913246 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8913452 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -8913636.000000 Penalty: 5347.280762
	Iteration 23Q: 3 clusters Score -8913636 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -8913779.000000 Penalty: 5347.280762
	Iteration 24Q: 3 clusters Score -8913779 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 34253 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8913879 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -8914018.000000 Penalty: 5347.280762
	Iteration 26Q: 3 clusters Score -8914018 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 34599 members 
Entering Unmasked Estep 
Score: -8914117.000000 Penalty: 5347.280762
	Iteration 27Q: 3 clusters Score -8914117 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8914255 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8914381 nChanged 390
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8914462 nChanged 351
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8914584 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8914656 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -8914749.000000 Penalty: 5347.280762
	Iteration 33Q: 3 clusters Score -8914749 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -8914792.000000 Penalty: 5347.280762
	Iteration 34Q: 3 clusters Score -8914792 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 36021 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8914822 nChanged 250
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8914883 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8914931 nChanged 214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8914976 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -8915015.000000 Penalty: 5347.280762
	Iteration 39Q: 3 clusters Score -8915015 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -8915058.000000 Penalty: 5347.280762
	Iteration 40F: 3 clusters Score -8915058 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -8915081.000000 Penalty: 5347.280762
	Iteration 41Q: 3 clusters Score -8915081 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 36987 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8915118 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 37120 members 
Entering Unmasked Estep 
Score: -8915161.000000 Penalty: 5347.280762
	Iteration 43Q: 3 clusters Score -8915161 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -8915171.000000 Penalty: 5347.280762
	Iteration 44Q: 3 clusters Score -8915171 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -8915218.000000 Penalty: 5347.280762
	Iteration 45Q: 3 clusters Score -8915218 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -8915222.000000 Penalty: 5347.280762
	Iteration 46Q: 3 clusters Score -8915222 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8915234 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -8915243.000000 Penalty: 5347.280762
	Iteration 48Q: 3 clusters Score -8915243 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -8915259.000000 Penalty: 5347.280762
	Iteration 49Q: 3 clusters Score -8915259 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 37858 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8915281 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8915314 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8915322 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8915323 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8915324 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8915318 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 38320 members 
Entering Unmasked Estep 
Score: -8915344.000000 Penalty: 5347.280762
	Iteration 56Q: 3 clusters Score -8915344 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -8915323.000000 Penalty: 5347.280762
	Iteration 57Q: 3 clusters Score -8915323 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -8915342.000000 Penalty: 5347.280762
	Iteration 58Q: 3 clusters Score -8915342 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -8915333.000000 Penalty: 5347.280762
	Iteration 59Q: 3 clusters Score -8915333 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
Score: -8915339.000000 Penalty: 5347.280762
	Iteration 60F: 3 clusters Score -8915339 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 38609 members 
Entering Unmasked Estep 
Score: -8915360.000000 Penalty: 5347.280762
	Iteration 61Q: 3 clusters Score -8915360 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -8915366.000000 Penalty: 5347.280762
	Iteration 62Q: 3 clusters Score -8915366 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -8915390.000000 Penalty: 5347.280762
	Iteration 63Q: 3 clusters Score -8915390 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 38743 members 
Entering Unmasked Estep 
Score: -8915397.000000 Penalty: 5347.280762
	Iteration 64Q: 3 clusters Score -8915397 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 38796 members 
Entering Unmasked Estep 
Score: -8915401.000000 Penalty: 5347.280762
	Iteration 65Q: 3 clusters Score -8915401 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -8915408.000000 Penalty: 5347.280762
	Iteration 66Q: 3 clusters Score -8915408 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 38898 members 
Entering Unmasked Estep 
Score: -8915425.000000 Penalty: 5347.280762
	Iteration 67Q: 3 clusters Score -8915425 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8915443 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8915467 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 39097 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8915492 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 39157 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8915486 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 39202 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8915488 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -8915526.000000 Penalty: 5347.280762
	Iteration 73Q: 3 clusters Score -8915526 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 39304 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8915553 nChanged 67
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -8915528.000000 Penalty: 5347.280762
	Iteration 75Q: 3 clusters Score -8915528 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8915547 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8915546 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8915564 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8915565 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8915566 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -8915594.000000 Penalty: 5347.280762
	Iteration 81Q: 3 clusters Score -8915594 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 39722 members 
Entering Unmasked Estep 
Score: -8915590.000000 Penalty: 5347.280762
	Iteration 82Q: 3 clusters Score -8915590 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 39767 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8915583 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -8915605.000000 Penalty: 5347.280762
	Iteration 84Q: 3 clusters Score -8915605 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 39834 members 
Entering Unmasked Estep 
Score: -8915627.000000 Penalty: 5347.280762
	Iteration 85Q: 3 clusters Score -8915627 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -8915624.000000 Penalty: 5347.280762
	Iteration 86Q: 3 clusters Score -8915624 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 39883 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8915624 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8915654 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8915643 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -8915629.000000 Penalty: 5347.280762
	Iteration 90Q: 3 clusters Score -8915629 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -8915634.000000 Penalty: 5347.280762
	Iteration 91Q: 3 clusters Score -8915634 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 40047 members 
Entering Unmasked Estep 
Score: -8915639.000000 Penalty: 5347.280762
	Iteration 92Q: 3 clusters Score -8915639 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -8915648.000000 Penalty: 5347.280762
	Iteration 93Q: 3 clusters Score -8915648 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -8915638.000000 Penalty: 5347.280762
	Iteration 94Q: 3 clusters Score -8915638 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -8915641.000000 Penalty: 5347.280762
	Iteration 95Q: 3 clusters Score -8915641 nChanged 35
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Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -8915640.000000 Penalty: 5347.280762
	Iteration 96Q: 3 clusters Score -8915640 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8915647 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8915640 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 40236 members 
Entering Unmasked Estep 
Score: -8915644.000000 Penalty: 5347.280762
	Iteration 99Q: 3 clusters Score -8915644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
Score: -8915656.000000 Penalty: 5347.280762
	Iteration 100F: 3 clusters Score -8915656 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8915654 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 40295 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8915660 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 40321 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8915661 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -8915669.000000 Penalty: 5347.280762
	Iteration 104Q: 3 clusters Score -8915669 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
Score: -8915659.000000 Penalty: 5347.280762
	Iteration 105Q: 3 clusters Score -8915659 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 40393 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8915664 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8915659 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8915677 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 40475 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8915675 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -8915683.000000 Penalty: 5347.280762
	Iteration 110Q: 3 clusters Score -8915683 nChanged 39
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Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 40540 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8915688 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 2 contains 40576 members 
Entering Unmasked Estep 
Score: -8915690.000000 Penalty: 5347.280762
	Iteration 112Q: 3 clusters Score -8915690 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -8915696.000000 Penalty: 5347.280762
	Iteration 113Q: 3 clusters Score -8915696 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -8915704.000000 Penalty: 5347.280762
	Iteration 114Q: 3 clusters Score -8915704 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
Score: -8915722.000000 Penalty: 5347.280762
	Iteration 115Q: 3 clusters Score -8915722 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 40723 members 
Entering Unmasked Estep 
Score: -8915737.000000 Penalty: 5347.280762
	Iteration 116Q: 3 clusters Score -8915737 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -8915763.000000 Penalty: 5347.280762
	Iteration 117Q: 3 clusters Score -8915763 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -8915776.000000 Penalty: 5347.280762
	Iteration 118Q: 3 clusters Score -8915776 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -8915794.000000 Penalty: 5347.280762
	Iteration 119Q: 3 clusters Score -8915794 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -8915816.000000 Penalty: 5347.280762
	Iteration 120F: 3 clusters Score -8915816 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -8915831.000000 Penalty: 5347.280762
	Iteration 121Q: 3 clusters Score -8915831 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -8915877.000000 Penalty: 5347.280762
	Iteration 122Q: 3 clusters Score -8915877 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 41266 members 
Entering Unmasked Estep 
Score: -8915896.000000 Penalty: 5347.280762
	Iteration 123Q: 3 clusters Score -8915896 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 41374 members 
Entering Unmasked Estep 
Score: -8915922.000000 Penalty: 5347.280762
	Iteration 124Q: 3 clusters Score -8915922 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -8915943.000000 Penalty: 5347.280762
	Iteration 125Q: 3 clusters Score -8915943 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 41640 members 
Entering Unmasked Estep 
Score: -8915995.000000 Penalty: 5347.280762
	Iteration 126Q: 3 clusters Score -8915995 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -8916028.000000 Penalty: 5347.280762
	Iteration 127Q: 3 clusters Score -8916028 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 41944 members 
Entering Unmasked Estep 
Score: -8916050.000000 Penalty: 5347.280762
	Iteration 128Q: 3 clusters Score -8916050 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 42117 members 
Entering Unmasked Estep 
Score: -8916096.000000 Penalty: 5347.280762
	Iteration 129Q: 3 clusters Score -8916096 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -8916126.000000 Penalty: 5347.280762
	Iteration 130Q: 3 clusters Score -8916126 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 42511 members 
Entering Unmasked Estep 
Score: -8916124.000000 Penalty: 5347.280762
	Iteration 131Q: 3 clusters Score -8916124 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 42711 members 
Entering Unmasked Estep 
Score: -8916160.000000 Penalty: 5347.280762
	Iteration 132Q: 3 clusters Score -8916160 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 42929 members 
Entering Unmasked Estep 
Score: -8916188.000000 Penalty: 5347.280762
	Iteration 133Q: 3 clusters Score -8916188 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -8916210.000000 Penalty: 5347.280762
	Iteration 134Q: 3 clusters Score -8916210 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 43322 members 
Entering Unmasked Estep 
Score: -8916223.000000 Penalty: 5347.280762
	Iteration 135Q: 3 clusters Score -8916223 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 43468 members 
Entering Unmasked Estep 
Score: -8916204.000000 Penalty: 5347.280762
	Iteration 136Q: 3 clusters Score -8916204 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -8916215.000000 Penalty: 5347.280762
	Iteration 137Q: 3 clusters Score -8916215 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -8916223.000000 Penalty: 5347.280762
	Iteration 138Q: 3 clusters Score -8916223 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 43864 members 
Entering Unmasked Estep 
Score: -8916222.000000 Penalty: 5347.280762
	Iteration 139Q: 3 clusters Score -8916222 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
Score: -8916204.000000 Penalty: 5347.280762
	Iteration 140F: 3 clusters Score -8916204 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -8916226.000000 Penalty: 5347.280762
	Iteration 141Q: 3 clusters Score -8916226 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 44239 members 
Entering Unmasked Estep 
Score: -8916216.000000 Penalty: 5347.280762
	Iteration 142Q: 3 clusters Score -8916216 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 44353 members 
Entering Unmasked Estep 
Score: -8916199.000000 Penalty: 5347.280762
	Iteration 143Q: 3 clusters Score -8916199 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -8916200.000000 Penalty: 5347.280762
	Iteration 144Q: 3 clusters Score -8916200 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -8916193.000000 Penalty: 5347.280762
	Iteration 145Q: 3 clusters Score -8916193 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 44650 members 
Entering Unmasked Estep 
Score: -8916192.000000 Penalty: 5347.280762
	Iteration 146Q: 3 clusters Score -8916192 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -8916189.000000 Penalty: 5347.280762
	Iteration 147Q: 3 clusters Score -8916189 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -8916157.000000 Penalty: 5347.280762
	Iteration 148Q: 3 clusters Score -8916157 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 44866 members 
Entering Unmasked Estep 
Score: -8916147.000000 Penalty: 5347.280762
	Iteration 149Q: 3 clusters Score -8916147 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 44915 members 
Entering Unmasked Estep 
Score: -8916138.000000 Penalty: 5347.280762
	Iteration 150Q: 3 clusters Score -8916138 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 44958 members 
Entering Unmasked Estep 
Score: -8916122.000000 Penalty: 5347.280762
	Iteration 151Q: 3 clusters Score -8916122 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 44995 members 
Entering Unmasked Estep 
Score: -8916132.000000 Penalty: 5347.280762
	Iteration 152Q: 3 clusters Score -8916132 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -8916123.000000 Penalty: 5347.280762
	Iteration 153Q: 3 clusters Score -8916123 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 45048 members 
Entering Unmasked Estep 
Score: -8916094.000000 Penalty: 5347.280762
	Iteration 154Q: 3 clusters Score -8916094 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 45079 members 
Entering Unmasked Estep 
Score: -8916093.000000 Penalty: 5347.280762
	Iteration 155Q: 3 clusters Score -8916093 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 45115 members 
Entering Unmasked Estep 
Score: -8916086.000000 Penalty: 5347.280762
	Iteration 156Q: 3 clusters Score -8916086 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -8916075.000000 Penalty: 5347.280762
	Iteration 157Q: 3 clusters Score -8916075 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 45176 members 
Entering Unmasked Estep 
Score: -8916064.000000 Penalty: 5347.280762
	Iteration 158Q: 3 clusters Score -8916064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 45200 members 
Entering Unmasked Estep 
Score: -8916056.000000 Penalty: 5347.280762
	Iteration 159Q: 3 clusters Score -8916056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
Score: -8916041.000000 Penalty: 5347.280762
	Iteration 160F: 3 clusters Score -8916041 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 45236 members 
Entering Unmasked Estep 
Score: -8916043.000000 Penalty: 5347.280762
	Iteration 161Q: 3 clusters Score -8916043 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 45255 members 
Entering Unmasked Estep 
Score: -8916031.000000 Penalty: 5347.280762
	Iteration 162Q: 3 clusters Score -8916031 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 45281 members 
Entering Unmasked Estep 
Score: -8916028.000000 Penalty: 5347.280762
	Iteration 163Q: 3 clusters Score -8916028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 45305 members 
Entering Unmasked Estep 
Score: -8916042.000000 Penalty: 5347.280762
	Iteration 164Q: 3 clusters Score -8916042 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 45320 members 
Entering Unmasked Estep 
Score: -8916029.000000 Penalty: 5347.280762
	Iteration 165Q: 3 clusters Score -8916029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 45330 members 
Entering Unmasked Estep 
Score: -8916022.000000 Penalty: 5347.280762
	Iteration 166Q: 3 clusters Score -8916022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 45339 members 
Entering Unmasked Estep 
Score: -8916017.000000 Penalty: 5347.280762
	Iteration 167Q: 3 clusters Score -8916017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 45350 members 
Entering Unmasked Estep 
Score: -8916014.000000 Penalty: 5347.280762
	Iteration 168Q: 3 clusters Score -8916014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -8916007.000000 Penalty: 5347.280762
	Iteration 169Q: 3 clusters Score -8916007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 45356 members 
Entering Unmasked Estep 
Score: -8916011.000000 Penalty: 5347.280762
	Iteration 170Q: 3 clusters Score -8916011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 45364 members 
Entering Unmasked Estep 
Score: -8916002.000000 Penalty: 5347.280762
	Iteration 171Q: 3 clusters Score -8916002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 45373 members 
Entering Unmasked Estep 
Score: -8915990.000000 Penalty: 5347.280762
	Iteration 172Q: 3 clusters Score -8915990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 45382 members 
Entering Unmasked Estep 
Score: -8915998.000000 Penalty: 5347.280762
	Iteration 173Q: 3 clusters Score -8915998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 45393 members 
Entering Unmasked Estep 
Score: -8915989.000000 Penalty: 5347.280762
	Iteration 174Q: 3 clusters Score -8915989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 45403 members 
Entering Unmasked Estep 
Score: -8916001.000000 Penalty: 5347.280762
	Iteration 175Q: 3 clusters Score -8916001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 45410 members 
Entering Unmasked Estep 
Score: -8916002.000000 Penalty: 5347.280762
	Iteration 176Q: 3 clusters Score -8916002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 45417 members 
Entering Unmasked Estep 
Score: -8916007.000000 Penalty: 5347.280762
	Iteration 177Q: 3 clusters Score -8916007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 45422 members 
Entering Unmasked Estep 
Score: -8916009.000000 Penalty: 5347.280762
	Iteration 178Q: 3 clusters Score -8916009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 45427 members 
Entering Unmasked Estep 
Score: -8915999.000000 Penalty: 5347.280762
	Iteration 179Q: 3 clusters Score -8915999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 45430 members 
Entering Unmasked Estep 
Score: -8916002.000000 Penalty: 5347.280762
	Iteration 180F: 3 clusters Score -8916002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 45431 members 
Entering Unmasked Estep 
Score: -8915998.000000 Penalty: 5347.280762
	Iteration 181Q: 3 clusters Score -8915998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 45434 members 
Entering Unmasked Estep 
Score: -8915997.000000 Penalty: 5347.280762
	Iteration 182Q: 3 clusters Score -8915997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 45437 members 
Entering Unmasked Estep 
Score: -8915999.000000 Penalty: 5347.280762
	Iteration 183Q: 3 clusters Score -8915999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 45437 members 
Entering Unmasked Estep 
Score: -8915999.000000 Penalty: 5347.280762
	Iteration 184F: 3 clusters Score -8915999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (41885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Entering Unmasked Estep 
Score: -7677473.500000 Penalty: 2639.385498
	Iteration 0F: 2 clusters Score -7677474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -7649794.000000 Penalty: 5278.770996
	Iteration 0F: 3 clusters Score -7649794 nChanged 19214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19836 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -7660393.000000 Penalty: 5278.770996
	Iteration 1F: 3 clusters Score -7660393 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -7661017.500000 Penalty: 5278.770996
	Iteration 2Q: 3 clusters Score -7661018 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 23816 members 
Entering Unmasked Estep 
Score: -7661750.500000 Penalty: 5278.770996
	Iteration 3Q: 3 clusters Score -7661750 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -7662767.500000 Penalty: 5278.770996
	Iteration 4F: 3 clusters Score -7662768 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -7664378.000000 Penalty: 5278.770996
	Iteration 5F: 3 clusters Score -7664378 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -7666662.000000 Penalty: 5278.770996
	Iteration 6F: 3 clusters Score -7666662 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -7669460.000000 Penalty: 5278.770996
	Iteration 7F: 3 clusters Score -7669460 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -7671887.500000 Penalty: 5278.770996
	Iteration 8F: 3 clusters Score -7671888 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 36985 members 
Entering Unmasked Estep 
Score: -7673993.000000 Penalty: 5278.770996
	Iteration 9Q: 3 clusters Score -7673993 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -7675204.000000 Penalty: 5278.770996
	Iteration 10Q: 3 clusters Score -7675204 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -7675671.000000 Penalty: 5278.770996
	Iteration 11Q: 3 clusters Score -7675671 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 38562 members 
Entering Unmasked Estep 
Score: -7675825.500000 Penalty: 5278.770996
	Iteration 12Q: 3 clusters Score -7675826 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -7675917.000000 Penalty: 5278.770996
	Iteration 13Q: 3 clusters Score -7675917 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -7675954.500000 Penalty: 5278.770996
	Iteration 14Q: 3 clusters Score -7675954 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -7675986.500000 Penalty: 5278.770996
	Iteration 15Q: 3 clusters Score -7675986 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 39162 members 
Entering Unmasked Estep 
Score: -7675997.500000 Penalty: 5278.770996
	Iteration 16Q: 3 clusters Score -7675998 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 39276 members 
Entering Unmasked Estep 
Score: -7676018.500000 Penalty: 5278.770996
	Iteration 17Q: 3 clusters Score -7676018 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 39374 members 
Entering Unmasked Estep 
Score: -7676003.500000 Penalty: 5278.770996
	Iteration 18Q: 3 clusters Score -7676004 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 39468 members 
Entering Unmasked Estep 
Score: -7676002.000000 Penalty: 5278.770996
	Iteration 19Q: 3 clusters Score -7676002 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 39549 members 
Entering Unmasked Estep 
Score: -7676015.000000 Penalty: 5278.770996
	Iteration 20F: 3 clusters Score -7676015 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -7676034.000000 Penalty: 5278.770996
	Iteration 21Q: 3 clusters Score -7676034 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -7676035.500000 Penalty: 5278.770996
	Iteration 22Q: 3 clusters Score -7676036 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 39710 members 
Entering Unmasked Estep 
Score: -7676026.000000 Penalty: 5278.770996
	Iteration 23Q: 3 clusters Score -7676026 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 39745 members 
Entering Unmasked Estep 
Score: -7676027.000000 Penalty: 5278.770996
	Iteration 24Q: 3 clusters Score -7676027 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 39782 members 
Entering Unmasked Estep 
Score: -7676020.500000 Penalty: 5278.770996
	Iteration 25Q: 3 clusters Score -7676020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -7676021.000000 Penalty: 5278.770996
	Iteration 26Q: 3 clusters Score -7676021 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -7676017.000000 Penalty: 5278.770996
	Iteration 27Q: 3 clusters Score -7676017 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -7676034.500000 Penalty: 5278.770996
	Iteration 28Q: 3 clusters Score -7676034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -7676040.500000 Penalty: 5278.770996
	Iteration 29Q: 3 clusters Score -7676040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -7676042.000000 Penalty: 5278.770996
	Iteration 30Q: 3 clusters Score -7676042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -7676045.000000 Penalty: 5278.770996
	Iteration 31Q: 3 clusters Score -7676045 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -7676045.000000 Penalty: 5278.770996
	Iteration 32Q: 3 clusters Score -7676045 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -7676034.500000 Penalty: 5278.770996
	Iteration 33Q: 3 clusters Score -7676034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -7676040.500000 Penalty: 5278.770996
	Iteration 34Q: 3 clusters Score -7676040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -7676029.000000 Penalty: 5278.770996
	Iteration 35Q: 3 clusters Score -7676029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 40017 members 
Entering Unmasked Estep 
Score: -7676029.000000 Penalty: 5278.770996
	Iteration 36Q: 3 clusters Score -7676029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 40026 members 
Entering Unmasked Estep 
Score: -7676026.000000 Penalty: 5278.770996
	Iteration 37Q: 3 clusters Score -7676026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -7676027.000000 Penalty: 5278.770996
	Iteration 38Q: 3 clusters Score -7676027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 40042 members 
Entering Unmasked Estep 
Score: -7676024.000000 Penalty: 5278.770996
	Iteration 39Q: 3 clusters Score -7676024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 40049 members 
Entering Unmasked Estep 
Score: -7676025.000000 Penalty: 5278.770996
	Iteration 40F: 3 clusters Score -7676025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -7676025.500000 Penalty: 5278.770996
	Iteration 41Q: 3 clusters Score -7676026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -7676025.000000 Penalty: 5278.770996
	Iteration 42Q: 3 clusters Score -7676025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -7676024.500000 Penalty: 5278.770996
	Iteration 43Q: 3 clusters Score -7676024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -7676020.500000 Penalty: 5278.770996
	Iteration 44Q: 3 clusters Score -7676020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -7676024.000000 Penalty: 5278.770996
	Iteration 45Q: 3 clusters Score -7676024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 40102 members 
Entering Unmasked Estep 
Score: -7676023.500000 Penalty: 5278.770996
	Iteration 46Q: 3 clusters Score -7676024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -7676020.500000 Penalty: 5278.770996
	Iteration 47Q: 3 clusters Score -7676020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -7676021.000000 Penalty: 5278.770996
	Iteration 48Q: 3 clusters Score -7676021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -7676026.000000 Penalty: 5278.770996
	Iteration 49Q: 3 clusters Score -7676026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -7676030.500000 Penalty: 5278.770996
	Iteration 50Q: 3 clusters Score -7676030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -7676035.500000 Penalty: 5278.770996
	Iteration 51Q: 3 clusters Score -7676036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -7676029.500000 Penalty: 5278.770996
	Iteration 52Q: 3 clusters Score -7676030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -7676029.500000 Penalty: 5278.770996
	Iteration 53Q: 3 clusters Score -7676030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 40133 members 
Entering Unmasked Estep 
Score: -7676039.500000 Penalty: 5278.770996
	Iteration 54Q: 3 clusters Score -7676040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -7676032.000000 Penalty: 5278.770996
	Iteration 55Q: 3 clusters Score -7676032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 40144 members 
Entering Unmasked Estep 
Score: -7676038.500000 Penalty: 5278.770996
	Iteration 56Q: 3 clusters Score -7676038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -7676032.000000 Penalty: 5278.770996
	Iteration 57Q: 3 clusters Score -7676032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -7676022.000000 Penalty: 5278.770996
	Iteration 58Q: 3 clusters Score -7676022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 40155 members 
Entering Unmasked Estep 
Score: -7676028.000000 Penalty: 5278.770996
	Iteration 59Q: 3 clusters Score -7676028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -7676027.500000 Penalty: 5278.770996
	Iteration 60F: 3 clusters Score -7676028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -7676027.000000 Penalty: 5278.770996
	Iteration 61Q: 3 clusters Score -7676027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -7676021.500000 Penalty: 5278.770996
	Iteration 62Q: 3 clusters Score -7676022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -7676024.000000 Penalty: 5278.770996
	Iteration 63Q: 3 clusters Score -7676024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -7676026.500000 Penalty: 5278.770996
	Iteration 64Q: 3 clusters Score -7676026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 40164 members 
Entering Unmasked Estep 
Score: -7676024.000000 Penalty: 5278.770996
	Iteration 65Q: 3 clusters Score -7676024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -7676025.500000 Penalty: 5278.770996
	Iteration 66Q: 3 clusters Score -7676026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -7676027.500000 Penalty: 5278.770996
	Iteration 67Q: 3 clusters Score -7676028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -7676031.500000 Penalty: 5278.770996
	Iteration 68Q: 3 clusters Score -7676032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -7676030.000000 Penalty: 5278.770996
	Iteration 69Q: 3 clusters Score -7676030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -7676028.500000 Penalty: 5278.770996
	Iteration 70Q: 3 clusters Score -7676028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -7676028.500000 Penalty: 5278.770996
	Iteration 71F: 3 clusters Score -7676028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47075 members 
Entering Unmasked Estep 
Score: -8534140.000000 Penalty: 2668.355469
	Iteration 0F: 2 clusters Score -8534140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -8503098.000000 Penalty: 5336.710938
	Iteration 0F: 3 clusters Score -8503098 nChanged 21724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -8515193.000000 Penalty: 5336.710938
	Iteration 1F: 3 clusters Score -8515193 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -8515794.000000 Penalty: 5336.710938
	Iteration 2Q: 3 clusters Score -8515794 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -8516500.000000 Penalty: 5336.710938
	Iteration 3Q: 3 clusters Score -8516500 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -8517416.000000 Penalty: 5336.710938
	Iteration 4Q: 3 clusters Score -8517416 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -8518786.000000 Penalty: 5336.710938
	Iteration 5F: 3 clusters Score -8518786 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -8520674.000000 Penalty: 5336.710938
	Iteration 6F: 3 clusters Score -8520674 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -8523426.000000 Penalty: 5336.710938
	Iteration 7F: 3 clusters Score -8523426 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -8526519.000000 Penalty: 5336.710938
	Iteration 8F: 3 clusters Score -8526519 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35994 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -8529075.000000 Penalty: 5336.710938
	Iteration 9F: 3 clusters Score -8529075 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36620 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -8530078.000000 Penalty: 5336.710938
	Iteration 10Q: 3 clusters Score -8530078 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37013 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -8530517.000000 Penalty: 5336.710938
	Iteration 11Q: 3 clusters Score -8530517 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -8530737.000000 Penalty: 5336.710938
	Iteration 12Q: 3 clusters Score -8530737 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -8530957.000000 Penalty: 5336.710938
	Iteration 13Q: 3 clusters Score -8530957 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -8531148.000000 Penalty: 5336.710938
	Iteration 14Q: 3 clusters Score -8531148 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -8531351.000000 Penalty: 5336.710938
	Iteration 15Q: 3 clusters Score -8531351 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -8531504.000000 Penalty: 5336.710938
	Iteration 16Q: 3 clusters Score -8531504 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -8531630.000000 Penalty: 5336.710938
	Iteration 17Q: 3 clusters Score -8531630 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38545 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -8531759.000000 Penalty: 5336.710938
	Iteration 18Q: 3 clusters Score -8531759 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -8531839.000000 Penalty: 5336.710938
	Iteration 19Q: 3 clusters Score -8531839 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38785 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -8531933.000000 Penalty: 5336.710938
	Iteration 20F: 3 clusters Score -8531933 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -8532004.000000 Penalty: 5336.710938
	Iteration 21Q: 3 clusters Score -8532004 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38975 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -8532078.000000 Penalty: 5336.710938
	Iteration 22Q: 3 clusters Score -8532078 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -8532137.000000 Penalty: 5336.710938
	Iteration 23Q: 3 clusters Score -8532137 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -8532169.000000 Penalty: 5336.710938
	Iteration 24Q: 3 clusters Score -8532169 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -8532197.000000 Penalty: 5336.710938
	Iteration 25Q: 3 clusters Score -8532197 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -8532213.000000 Penalty: 5336.710938
	Iteration 26Q: 3 clusters Score -8532213 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -8532258.000000 Penalty: 5336.710938
	Iteration 27Q: 3 clusters Score -8532258 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39437 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -8532270.000000 Penalty: 5336.710938
	Iteration 28Q: 3 clusters Score -8532270 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -8532292.000000 Penalty: 5336.710938
	Iteration 29Q: 3 clusters Score -8532292 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -8532299.000000 Penalty: 5336.710938
	Iteration 30Q: 3 clusters Score -8532299 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -8532317.000000 Penalty: 5336.710938
	Iteration 31Q: 3 clusters Score -8532317 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -8532318.000000 Penalty: 5336.710938
	Iteration 32Q: 3 clusters Score -8532318 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -8532347.000000 Penalty: 5336.710938
	Iteration 33Q: 3 clusters Score -8532347 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39765 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -8532342.000000 Penalty: 5336.710938
	Iteration 34Q: 3 clusters Score -8532342 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -8532362.000000 Penalty: 5336.710938
	Iteration 35Q: 3 clusters Score -8532362 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39835 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -8532365.000000 Penalty: 5336.710938
	Iteration 36Q: 3 clusters Score -8532365 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -8532372.000000 Penalty: 5336.710938
	Iteration 37Q: 3 clusters Score -8532372 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -8532384.000000 Penalty: 5336.710938
	Iteration 38Q: 3 clusters Score -8532384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39904 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -8532390.000000 Penalty: 5336.710938
	Iteration 39Q: 3 clusters Score -8532390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -8532390.000000 Penalty: 5336.710938
	Iteration 40F: 3 clusters Score -8532390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -8532390.000000 Penalty: 5336.710938
	Iteration 41Q: 3 clusters Score -8532390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -8532398.000000 Penalty: 5336.710938
	Iteration 42Q: 3 clusters Score -8532398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -8532399.000000 Penalty: 5336.710938
	Iteration 43Q: 3 clusters Score -8532399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -8532399.000000 Penalty: 5336.710938
	Iteration 44Q: 3 clusters Score -8532399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39954 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -8532401.000000 Penalty: 5336.710938
	Iteration 45Q: 3 clusters Score -8532401 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39959 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -8532405.000000 Penalty: 5336.710938
	Iteration 46Q: 3 clusters Score -8532405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -8532408.000000 Penalty: 5336.710938
	Iteration 47Q: 3 clusters Score -8532408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -8532403.000000 Penalty: 5336.710938
	Iteration 48Q: 3 clusters Score -8532403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39970 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -8532405.000000 Penalty: 5336.710938
	Iteration 49Q: 3 clusters Score -8532405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39973 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -8532399.000000 Penalty: 5336.710938
	Iteration 50Q: 3 clusters Score -8532399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -8532399.000000 Penalty: 5336.710938
	Iteration 51Q: 3 clusters Score -8532399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39979 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -8532399.000000 Penalty: 5336.710938
	Iteration 52Q: 3 clusters Score -8532399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -8532412.000000 Penalty: 5336.710938
	Iteration 53Q: 3 clusters Score -8532412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -8532411.000000 Penalty: 5336.710938
	Iteration 54Q: 3 clusters Score -8532411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -8532415.000000 Penalty: 5336.710938
	Iteration 55Q: 3 clusters Score -8532415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -8532413.000000 Penalty: 5336.710938
	Iteration 56Q: 3 clusters Score -8532413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39992 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -8532421.000000 Penalty: 5336.710938
	Iteration 57Q: 3 clusters Score -8532421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -8532422.000000 Penalty: 5336.710938
	Iteration 58Q: 3 clusters Score -8532422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -8532422.000000 Penalty: 5336.710938
	Iteration 59Q: 3 clusters Score -8532422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -8532420.000000 Penalty: 5336.710938
	Iteration 60F: 3 clusters Score -8532420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Entering Unmasked Estep 
Score: -193710.156250 Penalty: 1734.722900
	Iteration 0F: 2 clusters Score -193710.2 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 573 members 
Entering Unmasked Estep 
Score: -191689.859375 Penalty: 3469.445801
	Iteration 0F: 3 clusters Score -191689.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -191968.234375 Penalty: 3469.445801
	Iteration 1F: 3 clusters Score -191968.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -192060.218750 Penalty: 3469.445801
	Iteration 2F: 3 clusters Score -192060.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -192102.171875 Penalty: 3469.445801
	Iteration 3Q: 3 clusters Score -192102.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -192130.437500 Penalty: 3469.445801
	Iteration 4Q: 3 clusters Score -192130.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -192146.296875 Penalty: 3469.445801
	Iteration 5Q: 3 clusters Score -192146.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -192159.234375 Penalty: 3469.445801
	Iteration 6Q: 3 clusters Score -192159.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -192175.296875 Penalty: 3469.445801
	Iteration 7Q: 3 clusters Score -192175.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -192186.156250 Penalty: 3469.445801
	Iteration 8Q: 3 clusters Score -192186.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -192199.000000 Penalty: 3469.445801
	Iteration 9Q: 3 clusters Score -192199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -192206.546875 Penalty: 3469.445801
	Iteration 10Q: 3 clusters Score -192206.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -192209.468750 Penalty: 3469.445801
	Iteration 11Q: 3 clusters Score -192209.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -192211.156250 Penalty: 3469.445801
	Iteration 12Q: 3 clusters Score -192211.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -192211.156250 Penalty: 3469.445801
	Iteration 13F: 3 clusters Score -192211.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (43968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43968 members 
Entering Unmasked Estep 
Score: -8041099.000000 Penalty: 2651.421875
	Iteration 0F: 2 clusters Score -8041099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -8011920.000000 Penalty: 5302.843750
	Iteration 0F: 3 clusters Score -8011920 nChanged 20244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 23415 members 
Entering Unmasked Estep 
Score: -8023389.500000 Penalty: 5302.843750
	Iteration 1F: 3 clusters Score -8023390 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -8024028.000000 Penalty: 5302.843750
	Iteration 2Q: 3 clusters Score -8024028 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -8024749.000000 Penalty: 5302.843750
	Iteration 3Q: 3 clusters Score -8024749 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -8025552.500000 Penalty: 5302.843750
	Iteration 4Q: 3 clusters Score -8025552 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -8026696.000000 Penalty: 5302.843750
	Iteration 5F: 3 clusters Score -8026696 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -8028365.500000 Penalty: 5302.843750
	Iteration 6F: 3 clusters Score -8028366 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 34260 members 
Entering Unmasked Estep 
Score: -8030626.500000 Penalty: 5302.843750
	Iteration 7F: 3 clusters Score -8030626 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -8033308.000000 Penalty: 5302.843750
	Iteration 8F: 3 clusters Score -8033308 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -8035900.000000 Penalty: 5302.843750
	Iteration 9F: 3 clusters Score -8035900 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
Score: -8037544.500000 Penalty: 5302.843750
	Iteration 10Q: 3 clusters Score -8037544 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -8038255.000000 Penalty: 5302.843750
	Iteration 11Q: 3 clusters Score -8038255 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -8038512.000000 Penalty: 5302.843750
	Iteration 12Q: 3 clusters Score -8038512 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 43631 members 
Entering Unmasked Estep 
Score: -8038694.500000 Penalty: 5302.843750
	Iteration 13Q: 3 clusters Score -8038694 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -8038777.500000 Penalty: 5302.843750
	Iteration 14Q: 3 clusters Score -8038778 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -8038806.500000 Penalty: 5302.843750
	Iteration 15Q: 3 clusters Score -8038806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 43748 members 
Entering Unmasked Estep 
Score: -8038830.000000 Penalty: 5302.843750
	Iteration 16Q: 3 clusters Score -8038830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -8038849.500000 Penalty: 5302.843750
	Iteration 17Q: 3 clusters Score -8038850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -8038853.500000 Penalty: 5302.843750
	Iteration 18Q: 3 clusters Score -8038854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -8038858.000000 Penalty: 5302.843750
	Iteration 19Q: 3 clusters Score -8038858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -8038865.000000 Penalty: 5302.843750
	Iteration 20F: 3 clusters Score -8038865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -8038868.500000 Penalty: 5302.843750
	Iteration 21Q: 3 clusters Score -8038868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -8038872.000000 Penalty: 5302.843750
	Iteration 22Q: 3 clusters Score -8038872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -8038872.000000 Penalty: 5302.843750
	Iteration 23F: 3 clusters Score -8038872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -40382.617188 Penalty: 1492.006958
	Iteration 0F: 2 clusters Score -40382.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -39053.714844 Penalty: 2984.013916
	Iteration 0F: 3 clusters Score -39053.71 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -39409.433594 Penalty: 2984.013916
	Iteration 1F: 3 clusters Score -39409.43 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -39671.332031 Penalty: 2984.013916
	Iteration 2F: 3 clusters Score -39671.33 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39830.531250 Penalty: 2984.013916
	Iteration 3F: 3 clusters Score -39830.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -39931.019531 Penalty: 2984.013916
	Iteration 4Q: 3 clusters Score -39931.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39974.335938 Penalty: 2984.013916
	Iteration 5Q: 3 clusters Score -39974.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -39986.968750 Penalty: 2984.013916
	Iteration 6Q: 3 clusters Score -39986.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -39994.074219 Penalty: 2984.013916
	Iteration 7Q: 3 clusters Score -39994.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -39994.074219 Penalty: 2984.013916
	Iteration 8F: 3 clusters Score -39994.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Entering Unmasked Estep 
Score: -208504.468750 Penalty: 1759.164429
	Iteration 0F: 2 clusters Score -208504.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -206499.140625 Penalty: 3518.328857
	Iteration 0F: 3 clusters Score -206499.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -206916.578125 Penalty: 3518.328857
	Iteration 1F: 3 clusters Score -206916.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -207079.953125 Penalty: 3518.328857
	Iteration 2F: 3 clusters Score -207080 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -207194.875000 Penalty: 3518.328857
	Iteration 3Q: 3 clusters Score -207194.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -207268.562500 Penalty: 3518.328857
	Iteration 4Q: 3 clusters Score -207268.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -207323.062500 Penalty: 3518.328857
	Iteration 5Q: 3 clusters Score -207323.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -207361.296875 Penalty: 3518.328857
	Iteration 6Q: 3 clusters Score -207361.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -207395.375000 Penalty: 3518.328857
	Iteration 7Q: 3 clusters Score -207395.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -207434.296875 Penalty: 3518.328857
	Iteration 8Q: 3 clusters Score -207434.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -207469.609375 Penalty: 3518.328857
	Iteration 9Q: 3 clusters Score -207469.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -207499.468750 Penalty: 3518.328857
	Iteration 10Q: 3 clusters Score -207499.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -207542.703125 Penalty: 3518.328857
	Iteration 11Q: 3 clusters Score -207542.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -207587.640625 Penalty: 3518.328857
	Iteration 12Q: 3 clusters Score -207587.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -207663.531250 Penalty: 3518.328857
	Iteration 13Q: 3 clusters Score -207663.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -207746.421875 Penalty: 3518.328857
	Iteration 14Q: 3 clusters Score -207746.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -207838.937500 Penalty: 3518.328857
	Iteration 15Q: 3 clusters Score -207838.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -207919.953125 Penalty: 3518.328857
	Iteration 16Q: 3 clusters Score -207920 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -207986.578125 Penalty: 3518.328857
	Iteration 17Q: 3 clusters Score -207986.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -208040.265625 Penalty: 3518.328857
	Iteration 18Q: 3 clusters Score -208040.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -208095.843750 Penalty: 3518.328857
	Iteration 19Q: 3 clusters Score -208095.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -208125.046875 Penalty: 3518.328857
	Iteration 20F: 3 clusters Score -208125 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -208156.437500 Penalty: 3518.328857
	Iteration 21Q: 3 clusters Score -208156.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -208180.187500 Penalty: 3518.328857
	Iteration 22Q: 3 clusters Score -208180.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -208190.796875 Penalty: 3518.328857
	Iteration 23Q: 3 clusters Score -208190.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -208208.562500 Penalty: 3518.328857
	Iteration 24Q: 3 clusters Score -208208.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -208218.812500 Penalty: 3518.328857
	Iteration 25Q: 3 clusters Score -208218.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -208228.265625 Penalty: 3518.328857
	Iteration 26Q: 3 clusters Score -208228.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -208241.250000 Penalty: 3518.328857
	Iteration 27Q: 3 clusters Score -208241.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -208257.718750 Penalty: 3518.328857
	Iteration 28Q: 3 clusters Score -208257.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -208275.359375 Penalty: 3518.328857
	Iteration 29Q: 3 clusters Score -208275.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -208284.843750 Penalty: 3518.328857
	Iteration 30Q: 3 clusters Score -208284.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -208288.625000 Penalty: 3518.328857
	Iteration 31Q: 3 clusters Score -208288.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -208291.421875 Penalty: 3518.328857
	Iteration 32Q: 3 clusters Score -208291.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -208293.296875 Penalty: 3518.328857
	Iteration 33Q: 3 clusters Score -208293.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -208294.359375 Penalty: 3518.328857
	Iteration 34Q: 3 clusters Score -208294.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -208294.734375 Penalty: 3518.328857
	Iteration 35Q: 3 clusters Score -208294.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -208294.734375 Penalty: 3518.328857
	Iteration 36F: 3 clusters Score -208294.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (45278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45278 members 
Entering Unmasked Estep 
Score: -8244638.000000 Penalty: 2658.702881
	Iteration 0F: 2 clusters Score -8244638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -8214779.000000 Penalty: 5317.405762
	Iteration 0F: 3 clusters Score -8214779 nChanged 20918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -8226136.000000 Penalty: 5317.405762
	Iteration 1F: 3 clusters Score -8226136 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -8226682.000000 Penalty: 5317.405762
	Iteration 2Q: 3 clusters Score -8226682 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21673 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -8227143.500000 Penalty: 5317.405762
	Iteration 3Q: 3 clusters Score -8227144 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -8227765.500000 Penalty: 5317.405762
	Iteration 4Q: 3 clusters Score -8227766 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -8228397.000000 Penalty: 5317.405762
	Iteration 5Q: 3 clusters Score -8228397 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -8229148.000000 Penalty: 5317.405762
	Iteration 6Q: 3 clusters Score -8229148 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -8230156.000000 Penalty: 5317.405762
	Iteration 7Q: 3 clusters Score -8230156 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -8231360.500000 Penalty: 5317.405762
	Iteration 8Q: 3 clusters Score -8231360 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -8232720.500000 Penalty: 5317.405762
	Iteration 9Q: 3 clusters Score -8232720 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -8234268.500000 Penalty: 5317.405762
	Iteration 10F: 3 clusters Score -8234268 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -8235801.000000 Penalty: 5317.405762
	Iteration 11F: 3 clusters Score -8235801 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 32809 members 
Entering Unmasked Estep 
Score: -8237094.000000 Penalty: 5317.405762
	Iteration 12Q: 3 clusters Score -8237094 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -8238101.500000 Penalty: 5317.405762
	Iteration 13Q: 3 clusters Score -8238102 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -8238678.000000 Penalty: 5317.405762
	Iteration 14Q: 3 clusters Score -8238678 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 35573 members 
Entering Unmasked Estep 
Score: -8239088.500000 Penalty: 5317.405762
	Iteration 15Q: 3 clusters Score -8239088 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -8239384.500000 Penalty: 5317.405762
	Iteration 16Q: 3 clusters Score -8239384 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -8239659.000000 Penalty: 5317.405762
	Iteration 17Q: 3 clusters Score -8239659 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -8239911.500000 Penalty: 5317.405762
	Iteration 18Q: 3 clusters Score -8239912 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -8240155.000000 Penalty: 5317.405762
	Iteration 19Q: 3 clusters Score -8240155 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -8240335.000000 Penalty: 5317.405762
	Iteration 20F: 3 clusters Score -8240335 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 39242 members 
Entering Unmasked Estep 
Score: -8240551.500000 Penalty: 5317.405762
	Iteration 21Q: 3 clusters Score -8240552 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -8240753.000000 Penalty: 5317.405762
	Iteration 22Q: 3 clusters Score -8240753 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -8240877.500000 Penalty: 5317.405762
	Iteration 23Q: 3 clusters Score -8240878 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -8241036.000000 Penalty: 5317.405762
	Iteration 24Q: 3 clusters Score -8241036 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -8241210.000000 Penalty: 5317.405762
	Iteration 25Q: 3 clusters Score -8241210 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -8241357.500000 Penalty: 5317.405762
	Iteration 26Q: 3 clusters Score -8241358 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 41726 members 
Entering Unmasked Estep 
Score: -8241456.500000 Penalty: 5317.405762
	Iteration 27Q: 3 clusters Score -8241456 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -8241545.000000 Penalty: 5317.405762
	Iteration 28Q: 3 clusters Score -8241545 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -8241656.000000 Penalty: 5317.405762
	Iteration 29Q: 3 clusters Score -8241656 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 42503 members 
Entering Unmasked Estep 
Score: -8241743.500000 Penalty: 5317.405762
	Iteration 30Q: 3 clusters Score -8241744 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 42712 members 
Entering Unmasked Estep 
Score: -8241848.000000 Penalty: 5317.405762
	Iteration 31Q: 3 clusters Score -8241848 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 42895 members 
Entering Unmasked Estep 
Score: -8241905.500000 Penalty: 5317.405762
	Iteration 32Q: 3 clusters Score -8241906 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -8241984.500000 Penalty: 5317.405762
	Iteration 33Q: 3 clusters Score -8241984 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 43223 members 
Entering Unmasked Estep 
Score: -8242022.500000 Penalty: 5317.405762
	Iteration 34Q: 3 clusters Score -8242022 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 43369 members 
Entering Unmasked Estep 
Score: -8242058.000000 Penalty: 5317.405762
	Iteration 35Q: 3 clusters Score -8242058 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -8242109.500000 Penalty: 5317.405762
	Iteration 36Q: 3 clusters Score -8242110 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -8242144.000000 Penalty: 5317.405762
	Iteration 37Q: 3 clusters Score -8242144 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -8242179.000000 Penalty: 5317.405762
	Iteration 38Q: 3 clusters Score -8242179 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 43744 members 
Entering Unmasked Estep 
Score: -8242190.500000 Penalty: 5317.405762
	Iteration 39Q: 3 clusters Score -8242190 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -8242200.500000 Penalty: 5317.405762
	Iteration 40F: 3 clusters Score -8242200 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -8242220.000000 Penalty: 5317.405762
	Iteration 41Q: 3 clusters Score -8242220 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 43866 members 
Entering Unmasked Estep 
Score: -8242234.000000 Penalty: 5317.405762
	Iteration 42Q: 3 clusters Score -8242234 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -8242244.500000 Penalty: 5317.405762
	Iteration 43Q: 3 clusters Score -8242244 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 43929 members 
Entering Unmasked Estep 
Score: -8242258.000000 Penalty: 5317.405762
	Iteration 44Q: 3 clusters Score -8242258 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 43960 members 
Entering Unmasked Estep 
Score: -8242263.500000 Penalty: 5317.405762
	Iteration 45Q: 3 clusters Score -8242264 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 43992 members 
Entering Unmasked Estep 
Score: -8242276.500000 Penalty: 5317.405762
	Iteration 46Q: 3 clusters Score -8242276 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -8242286.500000 Penalty: 5317.405762
	Iteration 47Q: 3 clusters Score -8242286 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 44041 members 
Entering Unmasked Estep 
Score: -8242292.500000 Penalty: 5317.405762
	Iteration 48Q: 3 clusters Score -8242292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 44059 members 
Entering Unmasked Estep 
Score: -8242306.000000 Penalty: 5317.405762
	Iteration 49Q: 3 clusters Score -8242306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 44077 members 
Entering Unmasked Estep 
Score: -8242327.500000 Penalty: 5317.405762
	Iteration 50Q: 3 clusters Score -8242328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 44094 members 
Entering Unmasked Estep 
Score: -8242332.000000 Penalty: 5317.405762
	Iteration 51Q: 3 clusters Score -8242332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 44104 members 
Entering Unmasked Estep 
Score: -8242332.500000 Penalty: 5317.405762
	Iteration 52Q: 3 clusters Score -8242332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 44111 members 
Entering Unmasked Estep 
Score: -8242339.000000 Penalty: 5317.405762
	Iteration 53Q: 3 clusters Score -8242339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -8242345.500000 Penalty: 5317.405762
	Iteration 54Q: 3 clusters Score -8242346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -8242346.000000 Penalty: 5317.405762
	Iteration 55Q: 3 clusters Score -8242346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 44121 members 
Entering Unmasked Estep 
Score: -8242357.000000 Penalty: 5317.405762
	Iteration 56Q: 3 clusters Score -8242357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 44124 members 
Entering Unmasked Estep 
Score: -8242360.500000 Penalty: 5317.405762
	Iteration 57Q: 3 clusters Score -8242360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 44126 members 
Entering Unmasked Estep 
Score: -8242355.000000 Penalty: 5317.405762
	Iteration 58Q: 3 clusters Score -8242355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 44125 members 
Entering Unmasked Estep 
Score: -8242355.500000 Penalty: 5317.405762
	Iteration 59Q: 3 clusters Score -8242356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 44126 members 
Entering Unmasked Estep 
Score: -8242364.500000 Penalty: 5317.405762
	Iteration 60F: 3 clusters Score -8242364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 44126 members 
Entering Unmasked Estep 
Score: -8242364.500000 Penalty: 5317.405762
	Iteration 61Q: 3 clusters Score -8242364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 44129 members 
Entering Unmasked Estep 
Score: -8242361.500000 Penalty: 5317.405762
	Iteration 62Q: 3 clusters Score -8242362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 44134 members 
Entering Unmasked Estep 
Score: -8242352.500000 Penalty: 5317.405762
	Iteration 63Q: 3 clusters Score -8242352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 44135 members 
Entering Unmasked Estep 
Score: -8242350.000000 Penalty: 5317.405762
	Iteration 64Q: 3 clusters Score -8242350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 44136 members 
Entering Unmasked Estep 
Score: -8242348.500000 Penalty: 5317.405762
	Iteration 65Q: 3 clusters Score -8242348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 44137 members 
Entering Unmasked Estep 
Score: -8242345.000000 Penalty: 5317.405762
	Iteration 66Q: 3 clusters Score -8242345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 44137 members 
Entering Unmasked Estep 
Score: -8242345.000000 Penalty: 5317.405762
	Iteration 67F: 3 clusters Score -8242345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Entering Unmasked Estep 
Score: -173251.281250 Penalty: 1737.210693
	Iteration 0F: 2 clusters Score -173251.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -171284.437500 Penalty: 3474.421387
	Iteration 0F: 3 clusters Score -171284.4 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -171650.234375 Penalty: 3474.421387
	Iteration 1F: 3 clusters Score -171650.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -171776.718750 Penalty: 3474.421387
	Iteration 2F: 3 clusters Score -171776.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -171859.437500 Penalty: 3474.421387
	Iteration 3Q: 3 clusters Score -171859.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -171953.015625 Penalty: 3474.421387
	Iteration 4Q: 3 clusters Score -171953 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -172036.625000 Penalty: 3474.421387
	Iteration 5Q: 3 clusters Score -172036.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -172116.609375 Penalty: 3474.421387
	Iteration 6Q: 3 clusters Score -172116.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -172174.265625 Penalty: 3474.421387
	Iteration 7Q: 3 clusters Score -172174.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -172205.562500 Penalty: 3474.421387
	Iteration 8Q: 3 clusters Score -172205.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -172237.750000 Penalty: 3474.421387
	Iteration 9Q: 3 clusters Score -172237.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -172264.093750 Penalty: 3474.421387
	Iteration 10Q: 3 clusters Score -172264.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -172290.843750 Penalty: 3474.421387
	Iteration 11Q: 3 clusters Score -172290.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -172318.078125 Penalty: 3474.421387
	Iteration 12Q: 3 clusters Score -172318.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -172332.421875 Penalty: 3474.421387
	Iteration 13Q: 3 clusters Score -172332.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -172357.890625 Penalty: 3474.421387
	Iteration 14Q: 3 clusters Score -172357.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -172385.156250 Penalty: 3474.421387
	Iteration 15Q: 3 clusters Score -172385.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -172405.343750 Penalty: 3474.421387
	Iteration 16Q: 3 clusters Score -172405.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -172422.046875 Penalty: 3474.421387
	Iteration 17Q: 3 clusters Score -172422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -172439.968750 Penalty: 3474.421387
	Iteration 18Q: 3 clusters Score -172440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -172448.625000 Penalty: 3474.421387
	Iteration 19Q: 3 clusters Score -172448.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -172463.000000 Penalty: 3474.421387
	Iteration 20F: 3 clusters Score -172463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -172473.812500 Penalty: 3474.421387
	Iteration 21Q: 3 clusters Score -172473.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -172481.093750 Penalty: 3474.421387
	Iteration 22Q: 3 clusters Score -172481.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -172484.515625 Penalty: 3474.421387
	Iteration 23Q: 3 clusters Score -172484.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -172485.625000 Penalty: 3474.421387
	Iteration 24Q: 3 clusters Score -172485.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -172485.625000 Penalty: 3474.421387
	Iteration 25F: 3 clusters Score -172485.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (42439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42439 members 
Entering Unmasked Estep 
Score: -7862864.000000 Penalty: 2642.644043
	Iteration 0F: 2 clusters Score -7862864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -7834984.000000 Penalty: 5285.288086
	Iteration 0F: 3 clusters Score -7834984 nChanged 19451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -7845695.000000 Penalty: 5285.288086
	Iteration 1F: 3 clusters Score -7845695 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -7846142.500000 Penalty: 5285.288086
	Iteration 2Q: 3 clusters Score -7846142 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -7846520.000000 Penalty: 5285.288086
	Iteration 3Q: 3 clusters Score -7846520 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -7846884.500000 Penalty: 5285.288086
	Iteration 4Q: 3 clusters Score -7846884 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -7847326.500000 Penalty: 5285.288086
	Iteration 5Q: 3 clusters Score -7847326 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -7847857.000000 Penalty: 5285.288086
	Iteration 6Q: 3 clusters Score -7847857 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -7848627.500000 Penalty: 5285.288086
	Iteration 7Q: 3 clusters Score -7848628 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -7849828.000000 Penalty: 5285.288086
	Iteration 8F: 3 clusters Score -7849828 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -7851641.500000 Penalty: 5285.288086
	Iteration 9F: 3 clusters Score -7851642 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -7854099.000000 Penalty: 5285.288086
	Iteration 10F: 3 clusters Score -7854099 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -7856632.000000 Penalty: 5285.288086
	Iteration 11F: 3 clusters Score -7856632 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -7858563.000000 Penalty: 5285.288086
	Iteration 12F: 3 clusters Score -7858563 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41144 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -7859754.000000 Penalty: 5285.288086
	Iteration 13Q: 3 clusters Score -7859754 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41803 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -7860212.500000 Penalty: 5285.288086
	Iteration 14Q: 3 clusters Score -7860212 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7860411.000000 Penalty: 5285.288086
	Iteration 15Q: 3 clusters Score -7860411 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -7860481.000000 Penalty: 5285.288086
	Iteration 16Q: 3 clusters Score -7860481 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -7860522.000000 Penalty: 5285.288086
	Iteration 17Q: 3 clusters Score -7860522 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7860558.500000 Penalty: 5285.288086
	Iteration 18Q: 3 clusters Score -7860558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42207 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -7860583.500000 Penalty: 5285.288086
	Iteration 19Q: 3 clusters Score -7860584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42213 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7860592.000000 Penalty: 5285.288086
	Iteration 20F: 3 clusters Score -7860592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42212 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -7860603.500000 Penalty: 5285.288086
	Iteration 21Q: 3 clusters Score -7860604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42218 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -7860610.000000 Penalty: 5285.288086
	Iteration 22Q: 3 clusters Score -7860610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -7860622.000000 Penalty: 5285.288086
	Iteration 23Q: 3 clusters Score -7860622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -7860624.500000 Penalty: 5285.288086
	Iteration 24Q: 3 clusters Score -7860624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -7860624.500000 Penalty: 5285.288086
	Iteration 25F: 3 clusters Score -7860624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -15706.192383 Penalty: 1338.744385
	Iteration 0F: 2 clusters Score -15706.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14688.515625 Penalty: 2677.488770
	Iteration 0F: 3 clusters Score -14688.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14794.705078 Penalty: 2677.488770
	Iteration 1F: 3 clusters Score -14794.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14859.920898 Penalty: 2677.488770
	Iteration 2F: 3 clusters Score -14859.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -14872.458984 Penalty: 2677.488770
	Iteration 3Q: 3 clusters Score -14872.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14874.903320 Penalty: 2677.488770
	Iteration 4Q: 3 clusters Score -14874.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14874.903320 Penalty: 2677.488770
	Iteration 5F: 3 clusters Score -14874.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Entering Unmasked Estep 
Score: -120091.023438 Penalty: 1626.081055
	Iteration 0F: 2 clusters Score -120091 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 354 members 
Entering Unmasked Estep 
Score: -118450.406250 Penalty: 3252.162109
	Iteration 0F: 3 clusters Score -118450.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -118864.023438 Penalty: 3252.162109
	Iteration 1F: 3 clusters Score -118864 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -119070.820312 Penalty: 3252.162109
	Iteration 2F: 3 clusters Score -119070.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -119162.296875 Penalty: 3252.162109
	Iteration 3F: 3 clusters Score -119162.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -119215.523438 Penalty: 3252.162109
	Iteration 4Q: 3 clusters Score -119215.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -119250.718750 Penalty: 3252.162109
	Iteration 5Q: 3 clusters Score -119250.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -119276.070312 Penalty: 3252.162109
	Iteration 6Q: 3 clusters Score -119276.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -119296.390625 Penalty: 3252.162109
	Iteration 7Q: 3 clusters Score -119296.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -119314.273438 Penalty: 3252.162109
	Iteration 8Q: 3 clusters Score -119314.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -119339.921875 Penalty: 3252.162109
	Iteration 9Q: 3 clusters Score -119339.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -119365.429688 Penalty: 3252.162109
	Iteration 10Q: 3 clusters Score -119365.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -119402.929688 Penalty: 3252.162109
	Iteration 11Q: 3 clusters Score -119402.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -119441.015625 Penalty: 3252.162109
	Iteration 12Q: 3 clusters Score -119441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -119454.015625 Penalty: 3252.162109
	Iteration 13Q: 3 clusters Score -119454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -119464.250000 Penalty: 3252.162109
	Iteration 14Q: 3 clusters Score -119464.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -119473.367188 Penalty: 3252.162109
	Iteration 15Q: 3 clusters Score -119473.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -119479.554688 Penalty: 3252.162109
	Iteration 16Q: 3 clusters Score -119479.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -119488.320312 Penalty: 3252.162109
	Iteration 17Q: 3 clusters Score -119488.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -119489.546875 Penalty: 3252.162109
	Iteration 18Q: 3 clusters Score -119489.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -119489.546875 Penalty: 3252.162109
	Iteration 19F: 3 clusters Score -119489.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Entering Unmasked Estep 
Score: -5820378.000000 Penalty: 2571.904053
	Iteration 0F: 2 clusters Score -5820378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -5798628.500000 Penalty: 5143.808105
	Iteration 0F: 3 clusters Score -5798628 nChanged 14525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -5806598.000000 Penalty: 5143.808105
	Iteration 1F: 3 clusters Score -5806598 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -5807045.500000 Penalty: 5143.808105
	Iteration 2Q: 3 clusters Score -5807046 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -5807492.000000 Penalty: 5143.808105
	Iteration 3Q: 3 clusters Score -5807492 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -5808006.500000 Penalty: 5143.808105
	Iteration 4Q: 3 clusters Score -5808006 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -5808661.000000 Penalty: 5143.808105
	Iteration 5Q: 3 clusters Score -5808661 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -5809404.000000 Penalty: 5143.808105
	Iteration 6Q: 3 clusters Score -5809404 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -5810304.500000 Penalty: 5143.808105
	Iteration 7Q: 3 clusters Score -5810304 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -5811311.500000 Penalty: 5143.808105
	Iteration 8Q: 3 clusters Score -5811312 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -5812403.000000 Penalty: 5143.808105
	Iteration 9F: 3 clusters Score -5812403 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -5813587.000000 Penalty: 5143.808105
	Iteration 10F: 3 clusters Score -5813587 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -5814799.500000 Penalty: 5143.808105
	Iteration 11F: 3 clusters Score -5814800 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -5815763.000000 Penalty: 5143.808105
	Iteration 12F: 3 clusters Score -5815763 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -5816257.500000 Penalty: 5143.808105
	Iteration 13Q: 3 clusters Score -5816258 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 15840 members 
Entering Unmasked Estep 
Score: -5816622.000000 Penalty: 5143.808105
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Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -5817974 nChanged 584
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Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -5818236 nChanged 509
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Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -5818550 nChanged 358
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Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5818832 nChanged 225
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Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -5818880 nChanged 175
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Mstep: Class 2 contains 11060 members 
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	Iteration 27Q: 3 clusters Score -5818902 nChanged 151
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	Iteration 28Q: 3 clusters Score -5818955 nChanged 161
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Mstep: Class 2 contains 10760 members 
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Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5819028 nChanged 158
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Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5819040 nChanged 155
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Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -5819076 nChanged 124
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Mstep: Class 1 contains 21706 members 
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	Iteration 33Q: 3 clusters Score -5819102 nChanged 116
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	Iteration 34Q: 3 clusters Score -5819120 nChanged 108
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Mstep: Class 1 contains 21926 members 
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	Iteration 35Q: 3 clusters Score -5819134 nChanged 105
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Mstep: Class 1 contains 22031 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5819161 nChanged 116
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	Iteration 37Q: 3 clusters Score -5819172 nChanged 114
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	Iteration 38Q: 3 clusters Score -5819213 nChanged 127
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	Iteration 39Q: 3 clusters Score -5819222 nChanged 136
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Mstep: Class 1 contains 22524 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5819228 nChanged 121
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	Iteration 41Q: 3 clusters Score -5819268 nChanged 112
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	Iteration 44Q: 3 clusters Score -5819294 nChanged 105
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Mstep: Class 1 contains 23057 members 
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	Iteration 45Q: 3 clusters Score -5819312 nChanged 104
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	Iteration 46Q: 3 clusters Score -5819335 nChanged 97
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5819377 nChanged 116
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	Iteration 49Q: 3 clusters Score -5819393 nChanged 98
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Mstep: Class 1 contains 23595 members 
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	Iteration 50Q: 3 clusters Score -5819406 nChanged 103
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	Iteration 52Q: 3 clusters Score -5819428 nChanged 82
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5819444 nChanged 81
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Mstep: Class 1 contains 23947 members 
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	Iteration 54Q: 3 clusters Score -5819464 nChanged 80
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Mstep: Class 1 contains 24027 members 
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	Iteration 55Q: 3 clusters Score -5819464 nChanged 90
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	Iteration 56Q: 3 clusters Score -5819485 nChanged 100
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5819510 nChanged 100
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5819512 nChanged 75
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	Iteration 59Q: 3 clusters Score -5819526 nChanged 58
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Mstep: Class 1 contains 24448 members 
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	Iteration 60F: 3 clusters Score -5819534 nChanged 60
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	Iteration 61Q: 3 clusters Score -5819544 nChanged 44
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5819556 nChanged 49
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	Iteration 63Q: 3 clusters Score -5819565 nChanged 60
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5819572 nChanged 59
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	Iteration 65Q: 3 clusters Score -5819574 nChanged 68
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	Iteration 66Q: 3 clusters Score -5819590 nChanged 72
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Mstep: Class 1 contains 24856 members 
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	Iteration 67Q: 3 clusters Score -5819602 nChanged 65
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5819618 nChanged 45
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	Iteration 69Q: 3 clusters Score -5819622 nChanged 57
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5819640 nChanged 48
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Mstep: Class 1 contains 25069 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -5819639 nChanged 59
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5819647 nChanged 59
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	Iteration 73Q: 3 clusters Score -5819654 nChanged 45
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	Iteration 74Q: 3 clusters Score -5819649 nChanged 29
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	Iteration 75Q: 3 clusters Score -5819652 nChanged 27
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	Iteration 76Q: 3 clusters Score -5819654 nChanged 31
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	Iteration 77Q: 3 clusters Score -5819658 nChanged 24
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	Iteration 78Q: 3 clusters Score -5819657 nChanged 18
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	Iteration 79Q: 3 clusters Score -5819671 nChanged 21
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	Iteration 80F: 3 clusters Score -5819672 nChanged 25
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	Iteration 81Q: 3 clusters Score -5819672 nChanged 17
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	Iteration 82Q: 3 clusters Score -5819672 nChanged 20
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	Iteration 83Q: 3 clusters Score -5819672 nChanged 17
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	Iteration 84Q: 3 clusters Score -5819676 nChanged 18
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	Iteration 85Q: 3 clusters Score -5819688 nChanged 19
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	Iteration 86Q: 3 clusters Score -5819696 nChanged 20
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	Iteration 87Q: 3 clusters Score -5819691 nChanged 18
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	Iteration 88Q: 3 clusters Score -5819696 nChanged 18
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	Iteration 89Q: 3 clusters Score -5819702 nChanged 26
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	Iteration 90Q: 3 clusters Score -5819703 nChanged 16
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	Iteration 91Q: 3 clusters Score -5819704 nChanged 9
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	Iteration 92Q: 3 clusters Score -5819708 nChanged 5
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	Iteration 93Q: 3 clusters Score -5819708 nChanged 3
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	Iteration 94Q: 3 clusters Score -5819700 nChanged 2
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	Iteration 95Q: 3 clusters Score -5819698 nChanged 4
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	Iteration 96Q: 3 clusters Score -5819701 nChanged 4
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	Iteration 97Q: 3 clusters Score -5819705 nChanged 5
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	Iteration 98Q: 3 clusters Score -5819704 nChanged 3
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	Iteration 99Q: 3 clusters Score -5819703 nChanged 4
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	Iteration 100F: 3 clusters Score -5819696 nChanged 5
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	Iteration 101Q: 3 clusters Score -5819699 nChanged 5
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	Iteration 102Q: 3 clusters Score -5819700 nChanged 3
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	Iteration 103Q: 3 clusters Score -5819700 nChanged 3
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	Iteration 104Q: 3 clusters Score -5819707 nChanged 3
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	Iteration 105Q: 3 clusters Score -5819713 nChanged 3
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	Iteration 106Q: 3 clusters Score -5819712 nChanged 5
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	Iteration 107Q: 3 clusters Score -5819717 nChanged 7
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Score: -5819722.500000 Penalty: 5143.808105
	Iteration 108Q: 3 clusters Score -5819722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -5819716.500000 Penalty: 5143.808105
	Iteration 109Q: 3 clusters Score -5819716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -5819712.500000 Penalty: 5143.808105
	Iteration 110Q: 3 clusters Score -5819712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -5819722.500000 Penalty: 5143.808105
	Iteration 111Q: 3 clusters Score -5819722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25698 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -5819723.500000 Penalty: 5143.808105
	Iteration 112Q: 3 clusters Score -5819724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -5819725.000000 Penalty: 5143.808105
	Iteration 113Q: 3 clusters Score -5819725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -5819717.500000 Penalty: 5143.808105
	Iteration 114Q: 3 clusters Score -5819718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -5819724.000000 Penalty: 5143.808105
	Iteration 115Q: 3 clusters Score -5819724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -5819725.500000 Penalty: 5143.808105
	Iteration 116Q: 3 clusters Score -5819726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -5819731.500000 Penalty: 5143.808105
	Iteration 117Q: 3 clusters Score -5819732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25742 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -5819732.000000 Penalty: 5143.808105
	Iteration 118Q: 3 clusters Score -5819732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25746 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -5819731.000000 Penalty: 5143.808105
	Iteration 119Q: 3 clusters Score -5819731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -5819734.000000 Penalty: 5143.808105
	Iteration 120F: 3 clusters Score -5819734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -5819730.000000 Penalty: 5143.808105
	Iteration 121Q: 3 clusters Score -5819730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -5819730.000000 Penalty: 5143.808105
	Iteration 122F: 3 clusters Score -5819730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -102341.140625 Penalty: 1640.119263
	Iteration 0F: 2 clusters Score -102341.1 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 397 members 
Entering Unmasked Estep 
Score: -100698.187500 Penalty: 3280.238525
	Iteration 0F: 3 clusters Score -100698.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -101130.132812 Penalty: 3280.238525
	Iteration 1F: 3 clusters Score -101130.1 nChanged 61
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: -101328.914062 Penalty: 3280.238525
	Iteration 2F: 3 clusters Score -101328.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -101478.984375 Penalty: 3280.238525
	Iteration 3F: 3 clusters Score -101479 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -101578.023438 Penalty: 3280.238525
	Iteration 4Q: 3 clusters Score -101578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -101647.531250 Penalty: 3280.238525
	Iteration 5Q: 3 clusters Score -101647.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -101685.101562 Penalty: 3280.238525
	Iteration 6Q: 3 clusters Score -101685.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -101734.890625 Penalty: 3280.238525
	Iteration 7Q: 3 clusters Score -101734.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -101757.523438 Penalty: 3280.238525
	Iteration 8Q: 3 clusters Score -101757.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -101770.867188 Penalty: 3280.238525
	Iteration 9Q: 3 clusters Score -101770.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -101776.546875 Penalty: 3280.238525
	Iteration 10Q: 3 clusters Score -101776.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -101779.851562 Penalty: 3280.238525
	Iteration 11Q: 3 clusters Score -101779.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -101779.851562 Penalty: 3280.238525
	Iteration 12F: 3 clusters Score -101779.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (52244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52244 members 
Entering Unmasked Estep 
Score: -9591984.000000 Penalty: 2694.192627
	Iteration 0F: 2 clusters Score -9591984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -9561143.000000 Penalty: 5388.385254
	Iteration 0F: 3 clusters Score -9561143 nChanged 24156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -9574639.000000 Penalty: 5388.385254
	Iteration 1F: 3 clusters Score -9574639 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -9575450.000000 Penalty: 5388.385254
	Iteration 2Q: 3 clusters Score -9575450 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -9576388.000000 Penalty: 5388.385254
	Iteration 3Q: 3 clusters Score -9576388 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -9577477.000000 Penalty: 5388.385254
	Iteration 4Q: 3 clusters Score -9577477 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -9579048.000000 Penalty: 5388.385254
	Iteration 5F: 3 clusters Score -9579048 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -9581021.000000 Penalty: 5388.385254
	Iteration 6F: 3 clusters Score -9581021 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 40198 members 
Entering Unmasked Estep 
Score: -9583423.000000 Penalty: 5388.385254
	Iteration 7F: 3 clusters Score -9583423 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 43665 members 
Entering Unmasked Estep 
Score: -9585833.000000 Penalty: 5388.385254
	Iteration 8F: 3 clusters Score -9585833 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 46558 members 
Entering Unmasked Estep 
Score: -9587474.000000 Penalty: 5388.385254
	Iteration 9F: 3 clusters Score -9587474 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 48675 members 
Entering Unmasked Estep 
Score: -9588308.000000 Penalty: 5388.385254
	Iteration 10Q: 3 clusters Score -9588308 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 50024 members 
Entering Unmasked Estep 
Score: -9588775.000000 Penalty: 5388.385254
	Iteration 11Q: 3 clusters Score -9588775 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 50801 members 
Entering Unmasked Estep 
Score: -9589152.000000 Penalty: 5388.385254
	Iteration 12Q: 3 clusters Score -9589152 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 51220 members 
Entering Unmasked Estep 
Score: -9589312.000000 Penalty: 5388.385254
	Iteration 13Q: 3 clusters Score -9589312 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 51446 members 
Entering Unmasked Estep 
Score: -9589455.000000 Penalty: 5388.385254
	Iteration 14Q: 3 clusters Score -9589455 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 51569 members 
Entering Unmasked Estep 
Score: -9589568.000000 Penalty: 5388.385254
	Iteration 15Q: 3 clusters Score -9589568 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 51652 members 
Entering Unmasked Estep 
Score: -9589612.000000 Penalty: 5388.385254
	Iteration 16Q: 3 clusters Score -9589612 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 51700 members 
Entering Unmasked Estep 
Score: -9589651.000000 Penalty: 5388.385254
	Iteration 17Q: 3 clusters Score -9589651 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 51734 members 
Entering Unmasked Estep 
Score: -9589693.000000 Penalty: 5388.385254
	Iteration 18Q: 3 clusters Score -9589693 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 51755 members 
Entering Unmasked Estep 
Score: -9589730.000000 Penalty: 5388.385254
	Iteration 19Q: 3 clusters Score -9589730 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 51773 members 
Entering Unmasked Estep 
Score: -9589727.000000 Penalty: 5388.385254
	Iteration 20F: 3 clusters Score -9589727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 51786 members 
Entering Unmasked Estep 
Score: -9589743.000000 Penalty: 5388.385254
	Iteration 21Q: 3 clusters Score -9589743 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 51798 members 
Entering Unmasked Estep 
Score: -9589758.000000 Penalty: 5388.385254
	Iteration 22Q: 3 clusters Score -9589758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 51807 members 
Entering Unmasked Estep 
Score: -9589774.000000 Penalty: 5388.385254
	Iteration 23Q: 3 clusters Score -9589774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 51813 members 
Entering Unmasked Estep 
Score: -9589780.000000 Penalty: 5388.385254
	Iteration 24Q: 3 clusters Score -9589780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 51817 members 
Entering Unmasked Estep 
Score: -9589783.000000 Penalty: 5388.385254
	Iteration 25Q: 3 clusters Score -9589783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 51826 members 
Entering Unmasked Estep 
Score: -9589795.000000 Penalty: 5388.385254
	Iteration 26Q: 3 clusters Score -9589795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 51829 members 
Entering Unmasked Estep 
Score: -9589806.000000 Penalty: 5388.385254
	Iteration 27Q: 3 clusters Score -9589806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 51826 members 
Entering Unmasked Estep 
Score: -9589803.000000 Penalty: 5388.385254
	Iteration 28Q: 3 clusters Score -9589803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 51828 members 
Entering Unmasked Estep 
Score: -9589805.000000 Penalty: 5388.385254
	Iteration 29Q: 3 clusters Score -9589805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 51828 members 
Entering Unmasked Estep 
Score: -9589805.000000 Penalty: 5388.385254
	Iteration 30F: 3 clusters Score -9589805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Entering Unmasked Estep 
Score: -74372.734375 Penalty: 1591.754517
	Iteration 0F: 2 clusters Score -74372.73 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 293 members 
Entering Unmasked Estep 
Score: -72815.382812 Penalty: 3183.509033
	Iteration 0F: 3 clusters Score -72815.38 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -73249.531250 Penalty: 3183.509033
	Iteration 1F: 3 clusters Score -73249.53 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -73473.531250 Penalty: 3183.509033
	Iteration 2F: 3 clusters Score -73473.53 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -73579.195312 Penalty: 3183.509033
	Iteration 3Q: 3 clusters Score -73579.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -73630.992188 Penalty: 3183.509033
	Iteration 4Q: 3 clusters Score -73630.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -73658.953125 Penalty: 3183.509033
	Iteration 5Q: 3 clusters Score -73658.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -73705.281250 Penalty: 3183.509033
	Iteration 6Q: 3 clusters Score -73705.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -73737.429688 Penalty: 3183.509033
	Iteration 7Q: 3 clusters Score -73737.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -73781.882812 Penalty: 3183.509033
	Iteration 8Q: 3 clusters Score -73781.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -73805.929688 Penalty: 3183.509033
	Iteration 9Q: 3 clusters Score -73805.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -73821.765625 Penalty: 3183.509033
	Iteration 10Q: 3 clusters Score -73821.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -73826.671875 Penalty: 3183.509033
	Iteration 11Q: 3 clusters Score -73826.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -73830.539062 Penalty: 3183.509033
	Iteration 12Q: 3 clusters Score -73830.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -73831.406250 Penalty: 3183.509033
	Iteration 13Q: 3 clusters Score -73831.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -73831.406250 Penalty: 3183.509033
	Iteration 14F: 3 clusters Score -73831.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47188 members 
Mstep: Class 2 contains 43029 members 
Mstep: Class 3 contains 43061 members 
Mstep: Class 4 contains 47720 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25398 members 
Mstep: Class 7 contains 49910 members 
Mstep: Class 8 contains 2168 members 
Mstep: Class 9 contains 48089 members 
Mstep: Class 10 contains 41885 members 
Mstep: Class 11 contains 47075 members 
Mstep: Class 12 contains 1091 members 
Mstep: Class 13 contains 43968 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1204 members 
Mstep: Class 16 contains 45278 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 42439 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 31907 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 52244 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111213336.000000 Penalty: 79364.328125
Iteration 119Q: 25 clusters Score -1.112133e+08 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 42980 members 
Mstep: Class 3 contains 43155 members 
Mstep: Class 4 contains 47635 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25412 members 
Mstep: Class 7 contains 49790 members 
Mstep: Class 8 contains 2169 members 
Mstep: Class 9 contains 47934 members 
Mstep: Class 10 contains 41954 members 
Mstep: Class 11 contains 47022 members 
Mstep: Class 12 contains 1089 members 
Mstep: Class 13 contains 43900 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1206 members 
Mstep: Class 16 contains 45222 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 42512 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 32473 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 52058 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111214168.000000 Penalty: 79364.328125
Iteration 120F: 25 clusters Score -1.112142e+08 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 47061 members 
Mstep: Class 2 contains 42924 members 
Mstep: Class 3 contains 43207 members 
Mstep: Class 4 contains 47526 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25416 members 
Mstep: Class 7 contains 49724 members 
Mstep: Class 8 contains 2169 members 
Mstep: Class 9 contains 47866 members 
Mstep: Class 10 contains 42032 members 
Mstep: Class 11 contains 46958 members 
Mstep: Class 12 contains 1091 members 
Mstep: Class 13 contains 43824 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1206 members 
Mstep: Class 16 contains 45170 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 42535 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 33035 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 51910 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111214928.000000 Penalty: 79364.328125
Iteration 121Q: 25 clusters Score -1.112149e+08 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46980 members 
Mstep: Class 2 contains 42867 members 
Mstep: Class 3 contains 43142 members 
Mstep: Class 4 contains 47457 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25432 members 
Mstep: Class 7 contains 49630 members 
Mstep: Class 8 contains 2171 members 
Mstep: Class 9 contains 47789 members 
Mstep: Class 10 contains 42166 members 
Mstep: Class 11 contains 46902 members 
Mstep: Class 12 contains 1090 members 
Mstep: Class 13 contains 43731 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1207 members 
Mstep: Class 16 contains 45067 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 42665 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 33601 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 51758 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111215504.000000 Penalty: 79364.328125
Iteration 122Q: 25 clusters Score -1.112155e+08 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46882 members 
Mstep: Class 2 contains 42829 members 
Mstep: Class 3 contains 43063 members 
Mstep: Class 4 contains 47377 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25445 members 
Mstep: Class 7 contains 49516 members 
Mstep: Class 8 contains 2174 members 
Mstep: Class 9 contains 47676 members 
Mstep: Class 10 contains 42272 members 
Mstep: Class 11 contains 46850 members 
Mstep: Class 12 contains 1093 members 
Mstep: Class 13 contains 43631 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1207 members 
Mstep: Class 16 contains 45001 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 42800 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 34222 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 51617 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216376.000000 Penalty: 79364.328125
Iteration 123Q: 25 clusters Score -1.112164e+08 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46781 members 
Mstep: Class 2 contains 42774 members 
Mstep: Class 3 contains 42931 members 
Mstep: Class 4 contains 47297 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25453 members 
Mstep: Class 7 contains 49452 members 
Mstep: Class 8 contains 2174 members 
Mstep: Class 9 contains 47569 members 
Mstep: Class 10 contains 42365 members 
Mstep: Class 11 contains 46787 members 
Mstep: Class 12 contains 1093 members 
Mstep: Class 13 contains 43502 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1206 members 
Mstep: Class 16 contains 44926 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 43016 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 34833 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 51497 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216904.000000 Penalty: 79364.328125
Iteration 124Q: 25 clusters Score -1.112169e+08 nChanged 4569
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46692 members 
Mstep: Class 2 contains 42710 members 
Mstep: Class 3 contains 42833 members 
Mstep: Class 4 contains 47240 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25457 members 
Mstep: Class 7 contains 49383 members 
Mstep: Class 8 contains 2177 members 
Mstep: Class 9 contains 47424 members 
Mstep: Class 10 contains 42442 members 
Mstep: Class 11 contains 46697 members 
Mstep: Class 12 contains 1096 members 
Mstep: Class 13 contains 43403 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1207 members 
Mstep: Class 16 contains 44854 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 43244 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 701 members 
Mstep: Class 21 contains 35460 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 51338 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217360.000000 Penalty: 79364.328125
Iteration 125Q: 25 clusters Score -1.112174e+08 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46586 members 
Mstep: Class 2 contains 42667 members 
Mstep: Class 3 contains 42768 members 
Mstep: Class 4 contains 47134 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25456 members 
Mstep: Class 7 contains 49225 members 
Mstep: Class 8 contains 2178 members 
Mstep: Class 9 contains 47351 members 
Mstep: Class 10 contains 42480 members 
Mstep: Class 11 contains 46639 members 
Mstep: Class 12 contains 1094 members 
Mstep: Class 13 contains 43282 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1208 members 
Mstep: Class 16 contains 44764 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 43494 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 701 members 
Mstep: Class 21 contains 36130 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 51201 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111218096.000000 Penalty: 79364.328125
Iteration 126Q: 25 clusters Score -1.112181e+08 nChanged 4973
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46506 members 
Mstep: Class 2 contains 42634 members 
Mstep: Class 3 contains 42769 members 
Mstep: Class 4 contains 47038 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25460 members 
Mstep: Class 7 contains 49064 members 
Mstep: Class 8 contains 2179 members 
Mstep: Class 9 contains 47240 members 
Mstep: Class 10 contains 42499 members 
Mstep: Class 11 contains 46577 members 
Mstep: Class 12 contains 1094 members 
Mstep: Class 13 contains 43144 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1211 members 
Mstep: Class 16 contains 44612 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 43679 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 36819 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 51131 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111219136.000000 Penalty: 79364.328125
Iteration 127Q: 25 clusters Score -1.112191e+08 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 42581 members 
Mstep: Class 3 contains 42837 members 
Mstep: Class 4 contains 46936 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25477 members 
Mstep: Class 7 contains 48942 members 
Mstep: Class 8 contains 2180 members 
Mstep: Class 9 contains 47229 members 
Mstep: Class 10 contains 42528 members 
Mstep: Class 11 contains 46517 members 
Mstep: Class 12 contains 1094 members 
Mstep: Class 13 contains 43031 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 44466 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 43769 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 37491 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50988 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111219944.000000 Penalty: 79364.328125
Iteration 128Q: 25 clusters Score -1.112199e+08 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46285 members 
Mstep: Class 2 contains 42514 members 
Mstep: Class 3 contains 42833 members 
Mstep: Class 4 contains 46842 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25493 members 
Mstep: Class 7 contains 48805 members 
Mstep: Class 8 contains 2181 members 
Mstep: Class 9 contains 47177 members 
Mstep: Class 10 contains 42587 members 
Mstep: Class 11 contains 46439 members 
Mstep: Class 12 contains 1095 members 
Mstep: Class 13 contains 42923 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 44392 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 43891 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 38153 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50834 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111220720.000000 Penalty: 79364.328125
Iteration 129Q: 25 clusters Score -1.112207e+08 nChanged 4881
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46191 members 
Mstep: Class 2 contains 42447 members 
Mstep: Class 3 contains 42819 members 
Mstep: Class 4 contains 46752 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25530 members 
Mstep: Class 7 contains 48653 members 
Mstep: Class 8 contains 2181 members 
Mstep: Class 9 contains 47084 members 
Mstep: Class 10 contains 42628 members 
Mstep: Class 11 contains 46333 members 
Mstep: Class 12 contains 1105 members 
Mstep: Class 13 contains 42837 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 44289 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 44059 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 38817 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50716 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111221320.000000 Penalty: 79364.328125
Iteration 130Q: 25 clusters Score -1.112213e+08 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 42407 members 
Mstep: Class 3 contains 42830 members 
Mstep: Class 4 contains 46608 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25563 members 
Mstep: Class 7 contains 48563 members 
Mstep: Class 8 contains 2181 members 
Mstep: Class 9 contains 46989 members 
Mstep: Class 10 contains 42630 members 
Mstep: Class 11 contains 46278 members 
Mstep: Class 12 contains 1104 members 
Mstep: Class 13 contains 42770 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1218 members 
Mstep: Class 16 contains 44244 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 44212 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 39485 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50538 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111222520.000000 Penalty: 79364.328125
Iteration 131Q: 25 clusters Score -1.112225e+08 nChanged 4873
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 45919 members 
Mstep: Class 2 contains 42391 members 
Mstep: Class 3 contains 42855 members 
Mstep: Class 4 contains 46493 members 
Mstep: Class 5 contains 428 members 
Mstep: Class 6 contains 25575 members 
Mstep: Class 7 contains 48453 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 9 contains 46904 members 
Mstep: Class 10 contains 42639 members 
Mstep: Class 11 contains 46246 members 
Mstep: Class 12 contains 1099 members 
Mstep: Class 13 contains 42698 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1220 members 
Mstep: Class 16 contains 44158 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 44309 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 40136 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50376 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111222784.000000 Penalty: 79364.328125
Iteration 132Q: 25 clusters Score -1.112228e+08 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 45789 members 
Mstep: Class 2 contains 42314 members 
Mstep: Class 3 contains 42889 members 
Mstep: Class 4 contains 46383 members 
Mstep: Class 5 contains 428 members 
Mstep: Class 6 contains 25582 members 
Mstep: Class 7 contains 48332 members 
Mstep: Class 8 contains 2187 members 
Mstep: Class 9 contains 46855 members 
Mstep: Class 10 contains 42627 members 
Mstep: Class 11 contains 46188 members 
Mstep: Class 12 contains 1104 members 
Mstep: Class 13 contains 42652 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1221 members 
Mstep: Class 16 contains 44063 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 44382 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 40818 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50268 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111223360.000000 Penalty: 79364.328125
Iteration 133Q: 25 clusters Score -1.112234e+08 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 45680 members 
Mstep: Class 2 contains 42265 members 
Mstep: Class 3 contains 42906 members 
Mstep: Class 4 contains 46261 members 
Mstep: Class 5 contains 428 members 
Mstep: Class 6 contains 25597 members 
Mstep: Class 7 contains 48176 members 
Mstep: Class 8 contains 2188 members 
Mstep: Class 9 contains 46886 members 
Mstep: Class 10 contains 42567 members 
Mstep: Class 11 contains 46099 members 
Mstep: Class 12 contains 1111 members 
Mstep: Class 13 contains 42639 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1223 members 
Mstep: Class 16 contains 43938 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 44453 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 41451 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50215 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111223928.000000 Penalty: 79364.328125
Iteration 134Q: 25 clusters Score -1.112239e+08 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 42221 members 
Mstep: Class 3 contains 42911 members 
Mstep: Class 4 contains 46125 members 
Mstep: Class 5 contains 428 members 
Mstep: Class 6 contains 25607 members 
Mstep: Class 7 contains 48082 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 46874 members 
Mstep: Class 10 contains 42504 members 
Mstep: Class 11 contains 46035 members 
Mstep: Class 12 contains 1110 members 
Mstep: Class 13 contains 42674 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1225 members 
Mstep: Class 16 contains 43783 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 44641 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 41976 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50198 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111224968.000000 Penalty: 79364.328125
Iteration 135Q: 25 clusters Score -1.11225e+08 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 42190 members 
Mstep: Class 3 contains 42899 members 
Mstep: Class 4 contains 46024 members 
Mstep: Class 5 contains 428 members 
Mstep: Class 6 contains 25609 members 
Mstep: Class 7 contains 48047 members 
Mstep: Class 8 contains 2190 members 
Mstep: Class 9 contains 46813 members 
Mstep: Class 10 contains 42432 members 
Mstep: Class 11 contains 45943 members 
Mstep: Class 12 contains 1107 members 
Mstep: Class 13 contains 42692 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1225 members 
Mstep: Class 16 contains 43650 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 44849 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 42461 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50174 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111225664.000000 Penalty: 79364.328125
Iteration 136Q: 25 clusters Score -1.112257e+08 nChanged 4787
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 42184 members 
Mstep: Class 3 contains 42863 members 
Mstep: Class 4 contains 45899 members 
Mstep: Class 5 contains 428 members 
Mstep: Class 6 contains 25617 members 
Mstep: Class 7 contains 47980 members 
Mstep: Class 8 contains 2191 members 
Mstep: Class 9 contains 46755 members 
Mstep: Class 10 contains 42376 members 
Mstep: Class 11 contains 45877 members 
Mstep: Class 12 contains 1107 members 
Mstep: Class 13 contains 42705 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1226 members 
Mstep: Class 16 contains 43575 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 45046 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 42857 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50174 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111226064.000000 Penalty: 79364.328125
Iteration 137Q: 25 clusters Score -1.112261e+08 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 42191 members 
Mstep: Class 3 contains 42889 members 
Mstep: Class 4 contains 45801 members 
Mstep: Class 5 contains 428 members 
Mstep: Class 6 contains 25650 members 
Mstep: Class 7 contains 47930 members 
Mstep: Class 8 contains 2191 members 
Mstep: Class 9 contains 46692 members 
Mstep: Class 10 contains 42304 members 
Mstep: Class 11 contains 45792 members 
Mstep: Class 12 contains 1106 members 
Mstep: Class 13 contains 42669 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1226 members 
Mstep: Class 16 contains 43498 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 45234 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 43171 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50215 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111226456.000000 Penalty: 79364.328125
Iteration 138Q: 25 clusters Score -1.112265e+08 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 42213 members 
Mstep: Class 3 contains 42880 members 
Mstep: Class 4 contains 45667 members 
Mstep: Class 5 contains 428 members 
Mstep: Class 6 contains 25674 members 
Mstep: Class 7 contains 47888 members 
Mstep: Class 8 contains 2192 members 
Mstep: Class 9 contains 46620 members 
Mstep: Class 10 contains 42295 members 
Mstep: Class 11 contains 45749 members 
Mstep: Class 12 contains 1104 members 
Mstep: Class 13 contains 42665 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1226 members 
Mstep: Class 16 contains 43463 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 45352 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 43458 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50251 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111227232.000000 Penalty: 79364.328125
Iteration 139Q: 25 clusters Score -1.112272e+08 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 44845 members 
Mstep: Class 2 contains 42204 members 
Mstep: Class 3 contains 42890 members 
Mstep: Class 4 contains 45518 members 
Mstep: Class 5 contains 428 members 
Mstep: Class 6 contains 25689 members 
Mstep: Class 7 contains 47900 members 
Mstep: Class 8 contains 2193 members 
Mstep: Class 9 contains 46498 members 
Mstep: Class 10 contains 42258 members 
Mstep: Class 11 contains 45705 members 
Mstep: Class 12 contains 1103 members 
Mstep: Class 13 contains 42631 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1226 members 
Mstep: Class 16 contains 43456 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 45534 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 43707 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50298 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111227728.000000 Penalty: 79364.328125
Iteration 140F: 25 clusters Score -1.112277e+08 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 44761 members 
Mstep: Class 2 contains 42198 members 
Mstep: Class 3 contains 42894 members 
Mstep: Class 4 contains 45388 members 
Mstep: Class 5 contains 428 members 
Mstep: Class 6 contains 25697 members 
Mstep: Class 7 contains 47924 members 
Mstep: Class 8 contains 2193 members 
Mstep: Class 9 contains 46397 members 
Mstep: Class 10 contains 42242 members 
Mstep: Class 11 contains 45637 members 
Mstep: Class 12 contains 1103 members 
Mstep: Class 13 contains 42570 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1227 members 
Mstep: Class 16 contains 43447 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 45702 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 43940 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50335 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111227808.000000 Penalty: 79364.328125
Iteration 141Q: 25 clusters Score -1.112278e+08 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 42197 members 
Mstep: Class 3 contains 42947 members 
Mstep: Class 4 contains 45284 members 
Mstep: Class 5 contains 428 members 
Mstep: Class 6 contains 25698 members 
Mstep: Class 7 contains 47977 members 
Mstep: Class 8 contains 2194 members 
Mstep: Class 9 contains 46323 members 
Mstep: Class 10 contains 42201 members 
Mstep: Class 11 contains 45569 members 
Mstep: Class 12 contains 1101 members 
Mstep: Class 13 contains 42510 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1228 members 
Mstep: Class 16 contains 43398 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 45842 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 44126 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50388 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111228344.000000 Penalty: 79364.328125
Iteration 142Q: 25 clusters Score -1.112283e+08 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 42179 members 
Mstep: Class 3 contains 42999 members 
Mstep: Class 4 contains 45193 members 
Mstep: Class 5 contains 428 members 
Mstep: Class 6 contains 25710 members 
Mstep: Class 7 contains 48066 members 
Mstep: Class 8 contains 2195 members 
Mstep: Class 9 contains 46230 members 
Mstep: Class 10 contains 42170 members 
Mstep: Class 11 contains 45466 members 
Mstep: Class 12 contains 1107 members 
Mstep: Class 13 contains 42468 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1228 members 
Mstep: Class 16 contains 43320 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 46056 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 44290 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50422 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111228320.000000 Penalty: 79364.328125
Iteration 143Q: 25 clusters Score -1.112283e+08 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 44467 members 
Mstep: Class 2 contains 42164 members 
Mstep: Class 3 contains 43038 members 
Mstep: Class 4 contains 45116 members 
Mstep: Class 5 contains 428 members 
Mstep: Class 6 contains 25717 members 
Mstep: Class 7 contains 48129 members 
Mstep: Class 8 contains 2195 members 
Mstep: Class 9 contains 46126 members 
Mstep: Class 10 contains 42139 members 
Mstep: Class 11 contains 45416 members 
Mstep: Class 12 contains 1111 members 
Mstep: Class 13 contains 42420 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1226 members 
Mstep: Class 16 contains 43262 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 46263 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 44433 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50432 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111228824.000000 Penalty: 79364.328125
Iteration 144Q: 25 clusters Score -1.112288e+08 nChanged 3856
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 44373 members 
Mstep: Class 2 contains 42137 members 
Mstep: Class 3 contains 43079 members 
Mstep: Class 4 contains 45064 members 
Mstep: Class 5 contains 428 members 
Mstep: Class 6 contains 25719 members 
Mstep: Class 7 contains 48201 members 
Mstep: Class 8 contains 2195 members 
Mstep: Class 9 contains 46033 members 
Mstep: Class 10 contains 42141 members 
Mstep: Class 11 contains 45382 members 
Mstep: Class 12 contains 1117 members 
Mstep: Class 13 contains 42386 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1227 members 
Mstep: Class 16 contains 43184 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 46404 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 44528 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50484 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 145Q: 25 clusters Score -1.112292e+08 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 42149 members 
Mstep: Class 3 contains 43155 members 
Mstep: Class 4 contains 45049 members 
Mstep: Class 5 contains 428 members 
Mstep: Class 6 contains 25722 members 
Mstep: Class 7 contains 48268 members 
Mstep: Class 8 contains 2195 members 
Mstep: Class 9 contains 45995 members 
Mstep: Class 10 contains 42112 members 
Mstep: Class 11 contains 45343 members 
Mstep: Class 12 contains 1122 members 
Mstep: Class 13 contains 42334 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1226 members 
Mstep: Class 16 contains 43072 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 46492 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 44589 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50547 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111229360.000000 Penalty: 79364.328125
Iteration 146Q: 25 clusters Score -1.112294e+08 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 44161 members 
Mstep: Class 2 contains 42160 members 
Mstep: Class 3 contains 43228 members 
Mstep: Class 4 contains 45038 members 
Mstep: Class 5 contains 428 members 
Mstep: Class 6 contains 25736 members 
Mstep: Class 7 contains 48300 members 
Mstep: Class 8 contains 2195 members 
Mstep: Class 9 contains 45949 members 
Mstep: Class 10 contains 42116 members 
Mstep: Class 11 contains 45342 members 
Mstep: Class 12 contains 1124 members 
Mstep: Class 13 contains 42321 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1227 members 
Mstep: Class 16 contains 43005 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 46510 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 44635 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50608 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111229376.000000 Penalty: 79364.328125
Iteration 147Q: 25 clusters Score -1.112294e+08 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 44096 members 
Mstep: Class 2 contains 42148 members 
Mstep: Class 3 contains 43306 members 
Mstep: Class 4 contains 45044 members 
Mstep: Class 5 contains 428 members 
Mstep: Class 6 contains 25746 members 
Mstep: Class 7 contains 48357 members 
Mstep: Class 8 contains 2195 members 
Mstep: Class 9 contains 45970 members 
Mstep: Class 10 contains 42102 members 
Mstep: Class 11 contains 45317 members 
Mstep: Class 12 contains 1126 members 
Mstep: Class 13 contains 42288 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1227 members 
Mstep: Class 16 contains 42908 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 46508 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 44658 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50658 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111229304.000000 Penalty: 79364.328125
Iteration 148Q: 25 clusters Score -1.112293e+08 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 44056 members 
Mstep: Class 2 contains 42153 members 
Mstep: Class 3 contains 43289 members 
Mstep: Class 4 contains 45101 members 
Mstep: Class 5 contains 428 members 
Mstep: Class 6 contains 25741 members 
Mstep: Class 7 contains 48425 members 
Mstep: Class 8 contains 2195 members 
Mstep: Class 9 contains 46020 members 
Mstep: Class 10 contains 42146 members 
Mstep: Class 11 contains 45287 members 
Mstep: Class 12 contains 1129 members 
Mstep: Class 13 contains 42264 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1227 members 
Mstep: Class 16 contains 42823 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 46459 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 44654 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50685 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111229408.000000 Penalty: 79364.328125
Iteration 149Q: 25 clusters Score -1.112294e+08 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 44020 members 
Mstep: Class 2 contains 42136 members 
Mstep: Class 3 contains 43291 members 
Mstep: Class 4 contains 45168 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25746 members 
Mstep: Class 7 contains 48507 members 
Mstep: Class 8 contains 2195 members 
Mstep: Class 9 contains 46011 members 
Mstep: Class 10 contains 42195 members 
Mstep: Class 11 contains 45262 members 
Mstep: Class 12 contains 1132 members 
Mstep: Class 13 contains 42236 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1226 members 
Mstep: Class 16 contains 42715 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 46448 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 44652 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50715 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111229680.000000 Penalty: 79364.328125
Iteration 150Q: 25 clusters Score -1.112297e+08 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 42132 members 
Mstep: Class 3 contains 43274 members 
Mstep: Class 4 contains 45218 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25748 members 
Mstep: Class 7 contains 48547 members 
Mstep: Class 8 contains 2195 members 
Mstep: Class 9 contains 46006 members 
Mstep: Class 10 contains 42245 members 
Mstep: Class 11 contains 45292 members 
Mstep: Class 12 contains 1133 members 
Mstep: Class 13 contains 42212 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1227 members 
Mstep: Class 16 contains 42643 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 46493 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 44625 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50755 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111229632.000000 Penalty: 79364.328125
Iteration 151Q: 25 clusters Score -1.112296e+08 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 42106 members 
Mstep: Class 3 contains 43229 members 
Mstep: Class 4 contains 45274 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25735 members 
Mstep: Class 7 contains 48586 members 
Mstep: Class 8 contains 2195 members 
Mstep: Class 9 contains 46059 members 
Mstep: Class 10 contains 42310 members 
Mstep: Class 11 contains 45297 members 
Mstep: Class 12 contains 1140 members 
Mstep: Class 13 contains 42176 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1227 members 
Mstep: Class 16 contains 42569 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 46554 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 44616 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50791 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111229640.000000 Penalty: 79364.328125
Iteration 152Q: 25 clusters Score -1.112296e+08 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 43693 members 
Mstep: Class 2 contains 42085 members 
Mstep: Class 3 contains 43162 members 
Mstep: Class 4 contains 45330 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25747 members 
Mstep: Class 7 contains 48601 members 
Mstep: Class 8 contains 2195 members 
Mstep: Class 9 contains 46102 members 
Mstep: Class 10 contains 42392 members 
Mstep: Class 11 contains 45286 members 
Mstep: Class 12 contains 1148 members 
Mstep: Class 13 contains 42143 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1228 members 
Mstep: Class 16 contains 42525 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 46573 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 44624 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50820 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111230224.000000 Penalty: 79364.328125
Iteration 153Q: 25 clusters Score -1.112302e+08 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 43601 members 
Mstep: Class 2 contains 42059 members 
Mstep: Class 3 contains 43129 members 
Mstep: Class 4 contains 45384 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25763 members 
Mstep: Class 7 contains 48606 members 
Mstep: Class 8 contains 2195 members 
Mstep: Class 9 contains 46138 members 
Mstep: Class 10 contains 42437 members 
Mstep: Class 11 contains 45279 members 
Mstep: Class 12 contains 1151 members 
Mstep: Class 13 contains 42137 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1228 members 
Mstep: Class 16 contains 42471 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 46641 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 44635 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50800 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111230480.000000 Penalty: 79364.328125
Iteration 154Q: 25 clusters Score -1.112305e+08 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 42040 members 
Mstep: Class 3 contains 43104 members 
Mstep: Class 4 contains 45438 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25774 members 
Mstep: Class 7 contains 48628 members 
Mstep: Class 8 contains 2195 members 
Mstep: Class 9 contains 46160 members 
Mstep: Class 10 contains 42481 members 
Mstep: Class 11 contains 45238 members 
Mstep: Class 12 contains 1156 members 
Mstep: Class 13 contains 42104 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1228 members 
Mstep: Class 16 contains 42424 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 46704 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 44655 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50785 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111230720.000000 Penalty: 79364.328125
Iteration 155Q: 25 clusters Score -1.112307e+08 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 43452 members 
Mstep: Class 2 contains 42041 members 
Mstep: Class 3 contains 43073 members 
Mstep: Class 4 contains 45485 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25770 members 
Mstep: Class 7 contains 48636 members 
Mstep: Class 8 contains 2195 members 
Mstep: Class 9 contains 46185 members 
Mstep: Class 10 contains 42510 members 
Mstep: Class 11 contains 45243 members 
Mstep: Class 12 contains 1161 members 
Mstep: Class 13 contains 42089 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1228 members 
Mstep: Class 16 contains 42390 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 46786 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 44642 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50767 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111230816.000000 Penalty: 79364.328125
Iteration 156Q: 25 clusters Score -1.112308e+08 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 43388 members 
Mstep: Class 2 contains 42041 members 
Mstep: Class 3 contains 43059 members 
Mstep: Class 4 contains 45521 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25757 members 
Mstep: Class 7 contains 48639 members 
Mstep: Class 8 contains 2195 members 
Mstep: Class 9 contains 46218 members 
Mstep: Class 10 contains 42515 members 
Mstep: Class 11 contains 45250 members 
Mstep: Class 12 contains 1166 members 
Mstep: Class 13 contains 42081 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1228 members 
Mstep: Class 16 contains 42367 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 46874 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 44624 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50730 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111230976.000000 Penalty: 79364.328125
Iteration 157Q: 25 clusters Score -1.11231e+08 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 42042 members 
Mstep: Class 3 contains 43075 members 
Mstep: Class 4 contains 45540 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25752 members 
Mstep: Class 7 contains 48654 members 
Mstep: Class 8 contains 2195 members 
Mstep: Class 9 contains 46242 members 
Mstep: Class 10 contains 42513 members 
Mstep: Class 11 contains 45251 members 
Mstep: Class 12 contains 1170 members 
Mstep: Class 13 contains 42098 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1228 members 
Mstep: Class 16 contains 42361 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 46934 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 44610 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50688 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111231072.000000 Penalty: 79364.328125
Iteration 158Q: 25 clusters Score -1.112311e+08 nChanged 2287
Entering ConstructFrom: 
Score: -111231072.000000 Penalty: 79364.328125
Entering ConstructFrom: 
Trying to split cluster 1 (43203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43203 members 
Entering Unmasked Estep 
Score: -7847684.500000 Penalty: 2647.068848
	Iteration 0F: 2 clusters Score -7847684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -7818615.000000 Penalty: 5294.137695
	Iteration 0F: 3 clusters Score -7818615 nChanged 19856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -7829821.000000 Penalty: 5294.137695
	Iteration 1F: 3 clusters Score -7829821 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -7830667.000000 Penalty: 5294.137695
	Iteration 2Q: 3 clusters Score -7830667 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -7831820.500000 Penalty: 5294.137695
	Iteration 3F: 3 clusters Score -7831820 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 29273 members 
Entering Unmasked Estep 
Score: -7833546.500000 Penalty: 5294.137695
	Iteration 4F: 3 clusters Score -7833546 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 32177 members 
Entering Unmasked Estep 
Score: -7835969.500000 Penalty: 5294.137695
	Iteration 5F: 3 clusters Score -7835970 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -7838831.000000 Penalty: 5294.137695
	Iteration 6F: 3 clusters Score -7838831 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 37685 members 
Entering Unmasked Estep 
Score: -7841489.000000 Penalty: 5294.137695
	Iteration 7F: 3 clusters Score -7841489 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 39142 members 
Entering Unmasked Estep 
Score: -7843321.000000 Penalty: 5294.137695
	Iteration 8Q: 3 clusters Score -7843321 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -7844465.500000 Penalty: 5294.137695
	Iteration 9Q: 3 clusters Score -7844466 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 40071 members 
Entering Unmasked Estep 
Score: -7845010.500000 Penalty: 5294.137695
	Iteration 10Q: 3 clusters Score -7845010 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -7845289.500000 Penalty: 5294.137695
	Iteration 11Q: 3 clusters Score -7845290 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
Score: -7845403.000000 Penalty: 5294.137695
	Iteration 12Q: 3 clusters Score -7845403 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 40405 members 
Entering Unmasked Estep 
Score: -7845491.500000 Penalty: 5294.137695
	Iteration 13Q: 3 clusters Score -7845492 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -7845515.500000 Penalty: 5294.137695
	Iteration 14Q: 3 clusters Score -7845516 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -7845544.000000 Penalty: 5294.137695
	Iteration 15Q: 3 clusters Score -7845544 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -7845578.500000 Penalty: 5294.137695
	Iteration 16Q: 3 clusters Score -7845578 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 40675 members 
Entering Unmasked Estep 
Score: -7845591.500000 Penalty: 5294.137695
	Iteration 17Q: 3 clusters Score -7845592 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 40716 members 
Entering Unmasked Estep 
Score: -7845621.000000 Penalty: 5294.137695
	Iteration 18Q: 3 clusters Score -7845621 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -7845647.500000 Penalty: 5294.137695
	Iteration 19Q: 3 clusters Score -7845648 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -7845650.500000 Penalty: 5294.137695
	Iteration 20F: 3 clusters Score -7845650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 40809 members 
Entering Unmasked Estep 
Score: -7845649.000000 Penalty: 5294.137695
	Iteration 21Q: 3 clusters Score -7845649 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 40827 members 
Entering Unmasked Estep 
Score: -7845642.500000 Penalty: 5294.137695
	Iteration 22Q: 3 clusters Score -7845642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 40840 members 
Entering Unmasked Estep 
Score: -7845653.000000 Penalty: 5294.137695
	Iteration 23Q: 3 clusters Score -7845653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 40845 members 
Entering Unmasked Estep 
Score: -7845653.000000 Penalty: 5294.137695
	Iteration 24Q: 3 clusters Score -7845653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -7845661.000000 Penalty: 5294.137695
	Iteration 25Q: 3 clusters Score -7845661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -7845650.000000 Penalty: 5294.137695
	Iteration 26Q: 3 clusters Score -7845650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -7845665.000000 Penalty: 5294.137695
	Iteration 27Q: 3 clusters Score -7845665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 40868 members 
Entering Unmasked Estep 
Score: -7845672.000000 Penalty: 5294.137695
	Iteration 28Q: 3 clusters Score -7845672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -7845668.500000 Penalty: 5294.137695
	Iteration 29Q: 3 clusters Score -7845668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -7845667.500000 Penalty: 5294.137695
	Iteration 30Q: 3 clusters Score -7845668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -7845659.500000 Penalty: 5294.137695
	Iteration 31Q: 3 clusters Score -7845660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -7845664.000000 Penalty: 5294.137695
	Iteration 32Q: 3 clusters Score -7845664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 40883 members 
Entering Unmasked Estep 
Score: -7845665.500000 Penalty: 5294.137695
	Iteration 33Q: 3 clusters Score -7845666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -7845668.000000 Penalty: 5294.137695
	Iteration 34Q: 3 clusters Score -7845668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -7845670.000000 Penalty: 5294.137695
	Iteration 35Q: 3 clusters Score -7845670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -7845668.500000 Penalty: 5294.137695
	Iteration 36Q: 3 clusters Score -7845668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -7845669.000000 Penalty: 5294.137695
	Iteration 37Q: 3 clusters Score -7845669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -7845670.000000 Penalty: 5294.137695
	Iteration 38Q: 3 clusters Score -7845670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -7845670.000000 Penalty: 5294.137695
	Iteration 39F: 3 clusters Score -7845670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Entering Unmasked Estep 
Score: -7716636.000000 Penalty: 2640.360596
	Iteration 0F: 2 clusters Score -7716636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -7688657.500000 Penalty: 5280.721191
	Iteration 0F: 3 clusters Score -7688658 nChanged 19220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -7699257.000000 Penalty: 5280.721191
	Iteration 1F: 3 clusters Score -7699257 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -7699797.000000 Penalty: 5280.721191
	Iteration 2Q: 3 clusters Score -7699797 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -7700366.500000 Penalty: 5280.721191
	Iteration 3Q: 3 clusters Score -7700366 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -7701103.500000 Penalty: 5280.721191
	Iteration 4Q: 3 clusters Score -7701104 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -7702020.500000 Penalty: 5280.721191
	Iteration 5Q: 3 clusters Score -7702020 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -7703310.000000 Penalty: 5280.721191
	Iteration 6F: 3 clusters Score -7703310 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -7704962.000000 Penalty: 5280.721191
	Iteration 7F: 3 clusters Score -7704962 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 28146 members 
Entering Unmasked Estep 
Score: -7707189.500000 Penalty: 5280.721191
	Iteration 8F: 3 clusters Score -7707190 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -7709369.500000 Penalty: 5280.721191
	Iteration 9F: 3 clusters Score -7709370 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 31300 members 
Entering Unmasked Estep 
Score: -7711069.500000 Penalty: 5280.721191
	Iteration 10Q: 3 clusters Score -7711070 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 32361 members 
Entering Unmasked Estep 
Score: -7712121.000000 Penalty: 5280.721191
	Iteration 11Q: 3 clusters Score -7712121 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -7712665.500000 Penalty: 5280.721191
	Iteration 12Q: 3 clusters Score -7712666 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 33882 members 
Entering Unmasked Estep 
Score: -7713059.000000 Penalty: 5280.721191
	Iteration 13Q: 3 clusters Score -7713059 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -7713275.000000 Penalty: 5280.721191
	Iteration 14Q: 3 clusters Score -7713275 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -7713476.500000 Penalty: 5280.721191
	Iteration 15Q: 3 clusters Score -7713476 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -7713652.000000 Penalty: 5280.721191
	Iteration 16Q: 3 clusters Score -7713652 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -7713848.500000 Penalty: 5280.721191
	Iteration 17Q: 3 clusters Score -7713848 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -7713952.500000 Penalty: 5280.721191
	Iteration 18Q: 3 clusters Score -7713952 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 36802 members 
Entering Unmasked Estep 
Score: -7714041.500000 Penalty: 5280.721191
	Iteration 19Q: 3 clusters Score -7714042 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -7714151.500000 Penalty: 5280.721191
	Iteration 20F: 3 clusters Score -7714152 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -7714229.000000 Penalty: 5280.721191
	Iteration 21Q: 3 clusters Score -7714229 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -7714308.500000 Penalty: 5280.721191
	Iteration 22Q: 3 clusters Score -7714308 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 38124 members 
Entering Unmasked Estep 
Score: -7714386.000000 Penalty: 5280.721191
	Iteration 23Q: 3 clusters Score -7714386 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -7714399.000000 Penalty: 5280.721191
	Iteration 24Q: 3 clusters Score -7714399 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 38569 members 
Entering Unmasked Estep 
Score: -7714447.000000 Penalty: 5280.721191
	Iteration 25Q: 3 clusters Score -7714447 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 38738 members 
Entering Unmasked Estep 
Score: -7714487.500000 Penalty: 5280.721191
	Iteration 26Q: 3 clusters Score -7714488 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 38889 members 
Entering Unmasked Estep 
Score: -7714511.500000 Penalty: 5280.721191
	Iteration 27Q: 3 clusters Score -7714512 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 39037 members 
Entering Unmasked Estep 
Score: -7714562.500000 Penalty: 5280.721191
	Iteration 28Q: 3 clusters Score -7714562 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -7714574.500000 Penalty: 5280.721191
	Iteration 29Q: 3 clusters Score -7714574 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 39275 members 
Entering Unmasked Estep 
Score: -7714578.000000 Penalty: 5280.721191
	Iteration 30Q: 3 clusters Score -7714578 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -7714586.500000 Penalty: 5280.721191
	Iteration 31Q: 3 clusters Score -7714586 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 39490 members 
Entering Unmasked Estep 
Score: -7714592.000000 Penalty: 5280.721191
	Iteration 32Q: 3 clusters Score -7714592 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -7714628.500000 Penalty: 5280.721191
	Iteration 33Q: 3 clusters Score -7714628 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -7714645.500000 Penalty: 5280.721191
	Iteration 34Q: 3 clusters Score -7714646 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -7714653.500000 Penalty: 5280.721191
	Iteration 35Q: 3 clusters Score -7714654 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 39849 members 
Entering Unmasked Estep 
Score: -7714666.500000 Penalty: 5280.721191
	Iteration 36Q: 3 clusters Score -7714666 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -7714683.000000 Penalty: 5280.721191
	Iteration 37Q: 3 clusters Score -7714683 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -7714705.500000 Penalty: 5280.721191
	Iteration 38Q: 3 clusters Score -7714706 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 40071 members 
Entering Unmasked Estep 
Score: -7714724.500000 Penalty: 5280.721191
	Iteration 39Q: 3 clusters Score -7714724 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -7714725.000000 Penalty: 5280.721191
	Iteration 40F: 3 clusters Score -7714725 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -7714728.500000 Penalty: 5280.721191
	Iteration 41Q: 3 clusters Score -7714728 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -7714727.500000 Penalty: 5280.721191
	Iteration 42Q: 3 clusters Score -7714728 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
Score: -7714733.000000 Penalty: 5280.721191
	Iteration 43Q: 3 clusters Score -7714733 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -7714746.500000 Penalty: 5280.721191
	Iteration 44Q: 3 clusters Score -7714746 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
Score: -7714753.000000 Penalty: 5280.721191
	Iteration 45Q: 3 clusters Score -7714753 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -7714762.500000 Penalty: 5280.721191
	Iteration 46Q: 3 clusters Score -7714762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -7714757.000000 Penalty: 5280.721191
	Iteration 47Q: 3 clusters Score -7714757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -7714761.000000 Penalty: 5280.721191
	Iteration 48Q: 3 clusters Score -7714761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -7714755.000000 Penalty: 5280.721191
	Iteration 49Q: 3 clusters Score -7714755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 40393 members 
Entering Unmasked Estep 
Score: -7714762.500000 Penalty: 5280.721191
	Iteration 50Q: 3 clusters Score -7714762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -7714758.500000 Penalty: 5280.721191
	Iteration 51Q: 3 clusters Score -7714758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 40410 members 
Entering Unmasked Estep 
Score: -7714760.500000 Penalty: 5280.721191
	Iteration 52Q: 3 clusters Score -7714760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 40417 members 
Entering Unmasked Estep 
Score: -7714760.000000 Penalty: 5280.721191
	Iteration 53Q: 3 clusters Score -7714760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -7714759.000000 Penalty: 5280.721191
	Iteration 54Q: 3 clusters Score -7714759 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -7714755.500000 Penalty: 5280.721191
	Iteration 55Q: 3 clusters Score -7714756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 40447 members 
Entering Unmasked Estep 
Score: -7714758.000000 Penalty: 5280.721191
	Iteration 56Q: 3 clusters Score -7714758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -7714762.000000 Penalty: 5280.721191
	Iteration 57Q: 3 clusters Score -7714762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -7714765.500000 Penalty: 5280.721191
	Iteration 58Q: 3 clusters Score -7714766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -7714761.500000 Penalty: 5280.721191
	Iteration 59Q: 3 clusters Score -7714762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 40463 members 
Entering Unmasked Estep 
Score: -7714761.500000 Penalty: 5280.721191
	Iteration 60F: 3 clusters Score -7714762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43096 members 
Entering Unmasked Estep 
Score: -7934858.500000 Penalty: 2646.454102
	Iteration 0F: 2 clusters Score -7934858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -7906470.500000 Penalty: 5292.908203
	Iteration 0F: 3 clusters Score -7906470 nChanged 19889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -7917391.500000 Penalty: 5292.908203
	Iteration 1F: 3 clusters Score -7917392 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -7917955.000000 Penalty: 5292.908203
	Iteration 2Q: 3 clusters Score -7917955 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -7918575.500000 Penalty: 5292.908203
	Iteration 3Q: 3 clusters Score -7918576 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -7919228.000000 Penalty: 5292.908203
	Iteration 4Q: 3 clusters Score -7919228 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -7919939.000000 Penalty: 5292.908203
	Iteration 5Q: 3 clusters Score -7919939 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -7920999.000000 Penalty: 5292.908203
	Iteration 6Q: 3 clusters Score -7920999 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -7922312.000000 Penalty: 5292.908203
	Iteration 7F: 3 clusters Score -7922312 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -7924201.000000 Penalty: 5292.908203
	Iteration 8F: 3 clusters Score -7924201 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -7926471.500000 Penalty: 5292.908203
	Iteration 9F: 3 clusters Score -7926472 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -7928539.500000 Penalty: 5292.908203
	Iteration 10F: 3 clusters Score -7928540 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -7929609.000000 Penalty: 5292.908203
	Iteration 11Q: 3 clusters Score -7929609 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -7930134.000000 Penalty: 5292.908203
	Iteration 12Q: 3 clusters Score -7930134 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -7930446.500000 Penalty: 5292.908203
	Iteration 13Q: 3 clusters Score -7930446 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -7930687.000000 Penalty: 5292.908203
	Iteration 14Q: 3 clusters Score -7930687 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -7930826.000000 Penalty: 5292.908203
	Iteration 15Q: 3 clusters Score -7930826 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -7930927.500000 Penalty: 5292.908203
	Iteration 16Q: 3 clusters Score -7930928 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -7931035.000000 Penalty: 5292.908203
	Iteration 17Q: 3 clusters Score -7931035 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -7931103.500000 Penalty: 5292.908203
	Iteration 18Q: 3 clusters Score -7931104 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -7931186.000000 Penalty: 5292.908203
	Iteration 19Q: 3 clusters Score -7931186 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -7931251.500000 Penalty: 5292.908203
	Iteration 20F: 3 clusters Score -7931252 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 29386 members 
Entering Unmasked Estep 
Score: -7931300.500000 Penalty: 5292.908203
	Iteration 21Q: 3 clusters Score -7931300 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 29702 members 
Entering Unmasked Estep 
Score: -7931348.000000 Penalty: 5292.908203
	Iteration 22Q: 3 clusters Score -7931348 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -7931437.500000 Penalty: 5292.908203
	Iteration 23Q: 3 clusters Score -7931438 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -7931490.500000 Penalty: 5292.908203
	Iteration 24Q: 3 clusters Score -7931490 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -7931567.500000 Penalty: 5292.908203
	Iteration 25Q: 3 clusters Score -7931568 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 31138 members 
Entering Unmasked Estep 
Score: -7931601.500000 Penalty: 5292.908203
	Iteration 26Q: 3 clusters Score -7931602 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -7931665.500000 Penalty: 5292.908203
	Iteration 27Q: 3 clusters Score -7931666 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -7931705.000000 Penalty: 5292.908203
	Iteration 28Q: 3 clusters Score -7931705 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -7931756.000000 Penalty: 5292.908203
	Iteration 29Q: 3 clusters Score -7931756 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -7931845.500000 Penalty: 5292.908203
	Iteration 30Q: 3 clusters Score -7931846 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 32737 members 
Entering Unmasked Estep 
Score: -7931895.500000 Penalty: 5292.908203
	Iteration 31Q: 3 clusters Score -7931896 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -7931958.000000 Penalty: 5292.908203
	Iteration 32Q: 3 clusters Score -7931958 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -7932008.500000 Penalty: 5292.908203
	Iteration 33Q: 3 clusters Score -7932008 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -7932083.500000 Penalty: 5292.908203
	Iteration 34Q: 3 clusters Score -7932084 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 33893 members 
Entering Unmasked Estep 
Score: -7932128.500000 Penalty: 5292.908203
	Iteration 35Q: 3 clusters Score -7932128 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 34193 members 
Entering Unmasked Estep 
Score: -7932146.000000 Penalty: 5292.908203
	Iteration 36Q: 3 clusters Score -7932146 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 34483 members 
Entering Unmasked Estep 
Score: -7932200.500000 Penalty: 5292.908203
	Iteration 37Q: 3 clusters Score -7932200 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 34760 members 
Entering Unmasked Estep 
Score: -7932235.500000 Penalty: 5292.908203
	Iteration 38Q: 3 clusters Score -7932236 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
Score: -7932270.000000 Penalty: 5292.908203
	Iteration 39Q: 3 clusters Score -7932270 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -7932318.000000 Penalty: 5292.908203
	Iteration 40F: 3 clusters Score -7932318 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -7932355.500000 Penalty: 5292.908203
	Iteration 41Q: 3 clusters Score -7932356 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -7932371.000000 Penalty: 5292.908203
	Iteration 42Q: 3 clusters Score -7932371 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -7932414.500000 Penalty: 5292.908203
	Iteration 43Q: 3 clusters Score -7932414 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -7932449.500000 Penalty: 5292.908203
	Iteration 44Q: 3 clusters Score -7932450 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -7932479.000000 Penalty: 5292.908203
	Iteration 45Q: 3 clusters Score -7932479 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 36379 members 
Entering Unmasked Estep 
Score: -7932504.000000 Penalty: 5292.908203
	Iteration 46Q: 3 clusters Score -7932504 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -7932511.000000 Penalty: 5292.908203
	Iteration 47Q: 3 clusters Score -7932511 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -7932512.000000 Penalty: 5292.908203
	Iteration 48Q: 3 clusters Score -7932512 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -7932569.500000 Penalty: 5292.908203
	Iteration 49Q: 3 clusters Score -7932570 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 37028 members 
Entering Unmasked Estep 
Score: -7932608.500000 Penalty: 5292.908203
	Iteration 50Q: 3 clusters Score -7932608 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -7932622.500000 Penalty: 5292.908203
	Iteration 51Q: 3 clusters Score -7932622 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -7932671.000000 Penalty: 5292.908203
	Iteration 52Q: 3 clusters Score -7932671 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -7932710.500000 Penalty: 5292.908203
	Iteration 53Q: 3 clusters Score -7932710 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 37762 members 
Entering Unmasked Estep 
Score: -7932753.000000 Penalty: 5292.908203
	Iteration 54Q: 3 clusters Score -7932753 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -7932768.000000 Penalty: 5292.908203
	Iteration 55Q: 3 clusters Score -7932768 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 38076 members 
Entering Unmasked Estep 
Score: -7932822.000000 Penalty: 5292.908203
	Iteration 56Q: 3 clusters Score -7932822 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -7932831.000000 Penalty: 5292.908203
	Iteration 57Q: 3 clusters Score -7932831 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 38381 members 
Entering Unmasked Estep 
Score: -7932863.000000 Penalty: 5292.908203
	Iteration 58Q: 3 clusters Score -7932863 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 38523 members 
Entering Unmasked Estep 
Score: -7932882.500000 Penalty: 5292.908203
	Iteration 59Q: 3 clusters Score -7932882 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
Score: -7932907.000000 Penalty: 5292.908203
	Iteration 60F: 3 clusters Score -7932907 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -7932928.000000 Penalty: 5292.908203
	Iteration 61Q: 3 clusters Score -7932928 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -7932936.000000 Penalty: 5292.908203
	Iteration 62Q: 3 clusters Score -7932936 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 38972 members 
Entering Unmasked Estep 
Score: -7932959.000000 Penalty: 5292.908203
	Iteration 63Q: 3 clusters Score -7932959 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -7932965.000000 Penalty: 5292.908203
	Iteration 64Q: 3 clusters Score -7932965 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 39144 members 
Entering Unmasked Estep 
Score: -7932944.500000 Penalty: 5292.908203
	Iteration 65Q: 3 clusters Score -7932944 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 39221 members 
Entering Unmasked Estep 
Score: -7932968.500000 Penalty: 5292.908203
	Iteration 66Q: 3 clusters Score -7932968 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -7932983.000000 Penalty: 5292.908203
	Iteration 67Q: 3 clusters Score -7932983 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -7933002.000000 Penalty: 5292.908203
	Iteration 68Q: 3 clusters Score -7933002 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -7933012.000000 Penalty: 5292.908203
	Iteration 69Q: 3 clusters Score -7933012 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -7933000.000000 Penalty: 5292.908203
	Iteration 70Q: 3 clusters Score -7933000 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -7932996.500000 Penalty: 5292.908203
	Iteration 71Q: 3 clusters Score -7932996 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -7932992.500000 Penalty: 5292.908203
	Iteration 72Q: 3 clusters Score -7932992 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -7932990.500000 Penalty: 5292.908203
	Iteration 73Q: 3 clusters Score -7932990 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 39687 members 
Entering Unmasked Estep 
Score: -7932976.000000 Penalty: 5292.908203
	Iteration 74Q: 3 clusters Score -7932976 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -7932963.500000 Penalty: 5292.908203
	Iteration 75Q: 3 clusters Score -7932964 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -7932960.500000 Penalty: 5292.908203
	Iteration 76Q: 3 clusters Score -7932960 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -7932969.500000 Penalty: 5292.908203
	Iteration 77Q: 3 clusters Score -7932970 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -7932971.500000 Penalty: 5292.908203
	Iteration 78Q: 3 clusters Score -7932972 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -7932987.500000 Penalty: 5292.908203
	Iteration 79Q: 3 clusters Score -7932988 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -7932991.000000 Penalty: 5292.908203
	Iteration 80F: 3 clusters Score -7932991 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -7932994.000000 Penalty: 5292.908203
	Iteration 81Q: 3 clusters Score -7932994 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -7933006.500000 Penalty: 5292.908203
	Iteration 82Q: 3 clusters Score -7933006 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 40227 members 
Entering Unmasked Estep 
Score: -7932990.000000 Penalty: 5292.908203
	Iteration 83Q: 3 clusters Score -7932990 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -7933006.000000 Penalty: 5292.908203
	Iteration 84Q: 3 clusters Score -7933006 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -7933014.500000 Penalty: 5292.908203
	Iteration 85Q: 3 clusters Score -7933014 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 40368 members 
Entering Unmasked Estep 
Score: -7933029.500000 Penalty: 5292.908203
	Iteration 86Q: 3 clusters Score -7933030 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 40410 members 
Entering Unmasked Estep 
Score: -7933016.000000 Penalty: 5292.908203
	Iteration 87Q: 3 clusters Score -7933016 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -7933021.500000 Penalty: 5292.908203
	Iteration 88Q: 3 clusters Score -7933022 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -7933038.500000 Penalty: 5292.908203
	Iteration 89Q: 3 clusters Score -7933038 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 40510 members 
Entering Unmasked Estep 
Score: -7933031.000000 Penalty: 5292.908203
	Iteration 90Q: 3 clusters Score -7933031 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 40542 members 
Entering Unmasked Estep 
Score: -7933027.500000 Penalty: 5292.908203
	Iteration 91Q: 3 clusters Score -7933028 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
Score: -7933025.500000 Penalty: 5292.908203
	Iteration 92Q: 3 clusters Score -7933026 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -7933024.500000 Penalty: 5292.908203
	Iteration 93Q: 3 clusters Score -7933024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 40637 members 
Entering Unmasked Estep 
Score: -7933042.500000 Penalty: 5292.908203
	Iteration 94Q: 3 clusters Score -7933042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 40667 members 
Entering Unmasked Estep 
Score: -7933042.000000 Penalty: 5292.908203
	Iteration 95Q: 3 clusters Score -7933042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -7933042.500000 Penalty: 5292.908203
	Iteration 96Q: 3 clusters Score -7933042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 40720 members 
Entering Unmasked Estep 
Score: -7933041.500000 Penalty: 5292.908203
	Iteration 97Q: 3 clusters Score -7933042 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -7933046.500000 Penalty: 5292.908203
	Iteration 98Q: 3 clusters Score -7933046 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
Score: -7933027.500000 Penalty: 5292.908203
	Iteration 99Q: 3 clusters Score -7933028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 40785 members 
Entering Unmasked Estep 
Score: -7933032.000000 Penalty: 5292.908203
	Iteration 100F: 3 clusters Score -7933032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -7933037.000000 Penalty: 5292.908203
	Iteration 101Q: 3 clusters Score -7933037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -7933036.500000 Penalty: 5292.908203
	Iteration 102Q: 3 clusters Score -7933036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -7933034.500000 Penalty: 5292.908203
	Iteration 103Q: 3 clusters Score -7933034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 40837 members 
Entering Unmasked Estep 
Score: -7933039.000000 Penalty: 5292.908203
	Iteration 104Q: 3 clusters Score -7933039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -7933027.000000 Penalty: 5292.908203
	Iteration 105Q: 3 clusters Score -7933027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 40853 members 
Entering Unmasked Estep 
Score: -7933033.000000 Penalty: 5292.908203
	Iteration 106Q: 3 clusters Score -7933033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -7933028.000000 Penalty: 5292.908203
	Iteration 107Q: 3 clusters Score -7933028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -7933030.000000 Penalty: 5292.908203
	Iteration 108Q: 3 clusters Score -7933030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -7933037.500000 Penalty: 5292.908203
	Iteration 109Q: 3 clusters Score -7933038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -7933031.000000 Penalty: 5292.908203
	Iteration 110Q: 3 clusters Score -7933031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -7933034.500000 Penalty: 5292.908203
	Iteration 111Q: 3 clusters Score -7933034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 40900 members 
Entering Unmasked Estep 
Score: -7933033.500000 Penalty: 5292.908203
	Iteration 112Q: 3 clusters Score -7933034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 40904 members 
Entering Unmasked Estep 
Score: -7933036.500000 Penalty: 5292.908203
	Iteration 113Q: 3 clusters Score -7933036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -7933036.500000 Penalty: 5292.908203
	Iteration 114Q: 3 clusters Score -7933036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
Score: -7933038.500000 Penalty: 5292.908203
	Iteration 115Q: 3 clusters Score -7933038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 40911 members 
Entering Unmasked Estep 
Score: -7933037.500000 Penalty: 5292.908203
	Iteration 116Q: 3 clusters Score -7933038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 40911 members 
Entering Unmasked Estep 
Score: -7933037.500000 Penalty: 5292.908203
	Iteration 117F: 3 clusters Score -7933038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45567 members 
Entering Unmasked Estep 
Score: -8329592.000000 Penalty: 2660.281006
	Iteration 0F: 2 clusters Score -8329592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -8299914.500000 Penalty: 5320.562012
	Iteration 0F: 3 clusters Score -8299914 nChanged 21009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -8311681.500000 Penalty: 5320.562012
	Iteration 1F: 3 clusters Score -8311682 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -8312242.500000 Penalty: 5320.562012
	Iteration 2Q: 3 clusters Score -8312242 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -8313061.500000 Penalty: 5320.562012
	Iteration 3Q: 3 clusters Score -8313062 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -8314136.000000 Penalty: 5320.562012
	Iteration 4Q: 3 clusters Score -8314136 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -8315397.000000 Penalty: 5320.562012
	Iteration 5F: 3 clusters Score -8315397 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -8316843.500000 Penalty: 5320.562012
	Iteration 6F: 3 clusters Score -8316844 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -8318433.000000 Penalty: 5320.562012
	Iteration 7F: 3 clusters Score -8318433 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -8320112.500000 Penalty: 5320.562012
	Iteration 8F: 3 clusters Score -8320112 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -8321904.500000 Penalty: 5320.562012
	Iteration 9F: 3 clusters Score -8321904 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -8323403.000000 Penalty: 5320.562012
	Iteration 10F: 3 clusters Score -8323403 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -8324292.500000 Penalty: 5320.562012
	Iteration 11Q: 3 clusters Score -8324292 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 27750 members 
Entering Unmasked Estep 
Score: -8324750.000000 Penalty: 5320.562012
	Iteration 12Q: 3 clusters Score -8324750 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -8325081.500000 Penalty: 5320.562012
	Iteration 13Q: 3 clusters Score -8325082 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 29299 members 
Entering Unmasked Estep 
Score: -8325293.500000 Penalty: 5320.562012
	Iteration 14Q: 3 clusters Score -8325294 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -8325510.000000 Penalty: 5320.562012
	Iteration 15Q: 3 clusters Score -8325510 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -8325771.500000 Penalty: 5320.562012
	Iteration 16Q: 3 clusters Score -8325772 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -8326037.000000 Penalty: 5320.562012
	Iteration 17Q: 3 clusters Score -8326037 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -8326354.500000 Penalty: 5320.562012
	Iteration 18Q: 3 clusters Score -8326354 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -8326619.000000 Penalty: 5320.562012
	Iteration 19Q: 3 clusters Score -8326619 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -8326852.000000 Penalty: 5320.562012
	Iteration 20F: 3 clusters Score -8326852 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 34283 members 
Entering Unmasked Estep 
Score: -8327084.500000 Penalty: 5320.562012
	Iteration 21Q: 3 clusters Score -8327084 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -8327287.500000 Penalty: 5320.562012
	Iteration 22Q: 3 clusters Score -8327288 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -8327475.500000 Penalty: 5320.562012
	Iteration 23Q: 3 clusters Score -8327476 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -8327628.500000 Penalty: 5320.562012
	Iteration 24Q: 3 clusters Score -8327628 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -8327785.000000 Penalty: 5320.562012
	Iteration 25Q: 3 clusters Score -8327785 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -8327951.500000 Penalty: 5320.562012
	Iteration 26Q: 3 clusters Score -8327952 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -8328068.500000 Penalty: 5320.562012
	Iteration 27Q: 3 clusters Score -8328068 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -8328196.500000 Penalty: 5320.562012
	Iteration 28Q: 3 clusters Score -8328196 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -8328309.500000 Penalty: 5320.562012
	Iteration 29Q: 3 clusters Score -8328310 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -8328368.000000 Penalty: 5320.562012
	Iteration 30Q: 3 clusters Score -8328368 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -8328474.000000 Penalty: 5320.562012
	Iteration 31Q: 3 clusters Score -8328474 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 39705 members 
Entering Unmasked Estep 
Score: -8328533.000000 Penalty: 5320.562012
	Iteration 32Q: 3 clusters Score -8328533 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 40037 members 
Entering Unmasked Estep 
Score: -8328598.500000 Penalty: 5320.562012
	Iteration 33Q: 3 clusters Score -8328598 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 40358 members 
Entering Unmasked Estep 
Score: -8328647.000000 Penalty: 5320.562012
	Iteration 34Q: 3 clusters Score -8328647 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -8328730.500000 Penalty: 5320.562012
	Iteration 35Q: 3 clusters Score -8328730 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 40994 members 
Entering Unmasked Estep 
Score: -8328801.000000 Penalty: 5320.562012
	Iteration 36Q: 3 clusters Score -8328801 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -8328811.500000 Penalty: 5320.562012
	Iteration 37Q: 3 clusters Score -8328812 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 41467 members 
Entering Unmasked Estep 
Score: -8328837.500000 Penalty: 5320.562012
	Iteration 38Q: 3 clusters Score -8328838 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -8328872.500000 Penalty: 5320.562012
	Iteration 39Q: 3 clusters Score -8328872 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -8328885.500000 Penalty: 5320.562012
	Iteration 40F: 3 clusters Score -8328886 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -8328876.000000 Penalty: 5320.562012
	Iteration 41Q: 3 clusters Score -8328876 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 41981 members 
Entering Unmasked Estep 
Score: -8328886.500000 Penalty: 5320.562012
	Iteration 42Q: 3 clusters Score -8328886 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
Score: -8328882.500000 Penalty: 5320.562012
	Iteration 43Q: 3 clusters Score -8328882 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -8328887.500000 Penalty: 5320.562012
	Iteration 44Q: 3 clusters Score -8328888 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 42183 members 
Entering Unmasked Estep 
Score: -8328902.500000 Penalty: 5320.562012
	Iteration 45Q: 3 clusters Score -8328902 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 42232 members 
Entering Unmasked Estep 
Score: -8328909.500000 Penalty: 5320.562012
	Iteration 46Q: 3 clusters Score -8328910 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -8328917.500000 Penalty: 5320.562012
	Iteration 47Q: 3 clusters Score -8328918 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 42326 members 
Entering Unmasked Estep 
Score: -8328926.000000 Penalty: 5320.562012
	Iteration 48Q: 3 clusters Score -8328926 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 42377 members 
Entering Unmasked Estep 
Score: -8328924.500000 Penalty: 5320.562012
	Iteration 49Q: 3 clusters Score -8328924 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 42428 members 
Entering Unmasked Estep 
Score: -8328922.500000 Penalty: 5320.562012
	Iteration 50Q: 3 clusters Score -8328922 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -8328925.000000 Penalty: 5320.562012
	Iteration 51Q: 3 clusters Score -8328925 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 42494 members 
Entering Unmasked Estep 
Score: -8328923.000000 Penalty: 5320.562012
	Iteration 52Q: 3 clusters Score -8328923 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 42518 members 
Entering Unmasked Estep 
Score: -8328917.500000 Penalty: 5320.562012
	Iteration 53Q: 3 clusters Score -8328918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -8328918.000000 Penalty: 5320.562012
	Iteration 54Q: 3 clusters Score -8328918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -8328923.500000 Penalty: 5320.562012
	Iteration 55Q: 3 clusters Score -8328924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 42567 members 
Entering Unmasked Estep 
Score: -8328920.500000 Penalty: 5320.562012
	Iteration 56Q: 3 clusters Score -8328920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 42582 members 
Entering Unmasked Estep 
Score: -8328924.000000 Penalty: 5320.562012
	Iteration 57Q: 3 clusters Score -8328924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 42591 members 
Entering Unmasked Estep 
Score: -8328919.000000 Penalty: 5320.562012
	Iteration 58Q: 3 clusters Score -8328919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 42599 members 
Entering Unmasked Estep 
Score: -8328925.000000 Penalty: 5320.562012
	Iteration 59Q: 3 clusters Score -8328925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 42605 members 
Entering Unmasked Estep 
Score: -8328926.500000 Penalty: 5320.562012
	Iteration 60F: 3 clusters Score -8328926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -8328923.000000 Penalty: 5320.562012
	Iteration 61Q: 3 clusters Score -8328923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 42630 members 
Entering Unmasked Estep 
Score: -8328918.500000 Penalty: 5320.562012
	Iteration 62Q: 3 clusters Score -8328918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -8328922.500000 Penalty: 5320.562012
	Iteration 63Q: 3 clusters Score -8328922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
Score: -8328923.500000 Penalty: 5320.562012
	Iteration 64Q: 3 clusters Score -8328924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -8328919.500000 Penalty: 5320.562012
	Iteration 65Q: 3 clusters Score -8328920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -8328916.000000 Penalty: 5320.562012
	Iteration 66Q: 3 clusters Score -8328916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 42663 members 
Entering Unmasked Estep 
Score: -8328911.500000 Penalty: 5320.562012
	Iteration 67Q: 3 clusters Score -8328912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 42668 members 
Entering Unmasked Estep 
Score: -8328912.500000 Penalty: 5320.562012
	Iteration 68Q: 3 clusters Score -8328912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
Score: -8328907.000000 Penalty: 5320.562012
	Iteration 69Q: 3 clusters Score -8328907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 42678 members 
Entering Unmasked Estep 
Score: -8328911.500000 Penalty: 5320.562012
	Iteration 70Q: 3 clusters Score -8328912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 42685 members 
Entering Unmasked Estep 
Score: -8328917.000000 Penalty: 5320.562012
	Iteration 71Q: 3 clusters Score -8328917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 42698 members 
Entering Unmasked Estep 
Score: -8328923.000000 Penalty: 5320.562012
	Iteration 72Q: 3 clusters Score -8328923 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 42708 members 
Entering Unmasked Estep 
Score: -8328922.500000 Penalty: 5320.562012
	Iteration 73Q: 3 clusters Score -8328922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 42712 members 
Entering Unmasked Estep 
Score: -8328921.000000 Penalty: 5320.562012
	Iteration 74Q: 3 clusters Score -8328921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 42717 members 
Entering Unmasked Estep 
Score: -8328925.500000 Penalty: 5320.562012
	Iteration 75Q: 3 clusters Score -8328926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -8328915.000000 Penalty: 5320.562012
	Iteration 76Q: 3 clusters Score -8328915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -8328918.000000 Penalty: 5320.562012
	Iteration 77Q: 3 clusters Score -8328918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 42729 members 
Entering Unmasked Estep 
Score: -8328913.500000 Penalty: 5320.562012
	Iteration 78Q: 3 clusters Score -8328914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 42733 members 
Entering Unmasked Estep 
Score: -8328913.500000 Penalty: 5320.562012
	Iteration 79Q: 3 clusters Score -8328914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 42736 members 
Entering Unmasked Estep 
Score: -8328914.500000 Penalty: 5320.562012
	Iteration 80F: 3 clusters Score -8328914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 42741 members 
Entering Unmasked Estep 
Score: -8328914.500000 Penalty: 5320.562012
	Iteration 81Q: 3 clusters Score -8328914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 42743 members 
Entering Unmasked Estep 
Score: -8328918.500000 Penalty: 5320.562012
	Iteration 82Q: 3 clusters Score -8328918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 42745 members 
Entering Unmasked Estep 
Score: -8328917.500000 Penalty: 5320.562012
	Iteration 83Q: 3 clusters Score -8328918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 42747 members 
Entering Unmasked Estep 
Score: -8328911.500000 Penalty: 5320.562012
	Iteration 84Q: 3 clusters Score -8328912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 42747 members 
Entering Unmasked Estep 
Score: -8328911.500000 Penalty: 5320.562012
	Iteration 85F: 3 clusters Score -8328912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -69768.312500 Penalty: 1502.082520
	Iteration 0F: 2 clusters Score -69768.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -68398.289062 Penalty: 3004.165039
	Iteration 0F: 3 clusters Score -68398.29 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -68600.390625 Penalty: 3004.165039
	Iteration 1F: 3 clusters Score -68600.39 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -68693.820312 Penalty: 3004.165039
	Iteration 2F: 3 clusters Score -68693.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -68784.531250 Penalty: 3004.165039
	Iteration 3Q: 3 clusters Score -68784.53 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -68876.554688 Penalty: 3004.165039
	Iteration 4Q: 3 clusters Score -68876.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -68934.429688 Penalty: 3004.165039
	Iteration 5Q: 3 clusters Score -68934.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -68961.921875 Penalty: 3004.165039
	Iteration 6Q: 3 clusters Score -68961.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -68970.640625 Penalty: 3004.165039
	Iteration 7Q: 3 clusters Score -68970.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -68971.656250 Penalty: 3004.165039
	Iteration 8Q: 3 clusters Score -68971.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -68971.656250 Penalty: 3004.165039
	Iteration 9F: 3 clusters Score -68971.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Entering Unmasked Estep 
Score: -4571003.000000 Penalty: 2518.580811
	Iteration 0F: 2 clusters Score -4571003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -4553205.500000 Penalty: 5037.161621
	Iteration 0F: 3 clusters Score -4553206 nChanged 11519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 12707 members 
Entering Unmasked Estep 
Score: -4559387.500000 Penalty: 5037.161621
	Iteration 1F: 3 clusters Score -4559388 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -4559735.000000 Penalty: 5037.161621
	Iteration 2Q: 3 clusters Score -4559735 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -4560042.000000 Penalty: 5037.161621
	Iteration 3Q: 3 clusters Score -4560042 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -4560303.500000 Penalty: 5037.161621
	Iteration 4Q: 3 clusters Score -4560304 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -4560566.000000 Penalty: 5037.161621
	Iteration 5Q: 3 clusters Score -4560566 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -4560777.500000 Penalty: 5037.161621
	Iteration 6Q: 3 clusters Score -4560778 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -4560996.500000 Penalty: 5037.161621
	Iteration 7Q: 3 clusters Score -4560996 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -4561211.000000 Penalty: 5037.161621
	Iteration 8Q: 3 clusters Score -4561211 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -4561431.000000 Penalty: 5037.161621
	Iteration 9Q: 3 clusters Score -4561431 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -4561703.500000 Penalty: 5037.161621
	Iteration 10Q: 3 clusters Score -4561704 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -4562007.500000 Penalty: 5037.161621
	Iteration 11Q: 3 clusters Score -4562008 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -4562358.000000 Penalty: 5037.161621
	Iteration 12Q: 3 clusters Score -4562358 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -4562884.000000 Penalty: 5037.161621
	Iteration 13Q: 3 clusters Score -4562884 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -4563495.000000 Penalty: 5037.161621
	Iteration 14Q: 3 clusters Score -4563495 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -4564081.500000 Penalty: 5037.161621
	Iteration 15Q: 3 clusters Score -4564082 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -4564636.500000 Penalty: 5037.161621
	Iteration 16Q: 3 clusters Score -4564636 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -4565261.000000 Penalty: 5037.161621
	Iteration 17Q: 3 clusters Score -4565261 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -4565828.500000 Penalty: 5037.161621
	Iteration 18Q: 3 clusters Score -4565828 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -4566354.000000 Penalty: 5037.161621
	Iteration 19Q: 3 clusters Score -4566354 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -4566824.500000 Penalty: 5037.161621
	Iteration 20F: 3 clusters Score -4566824 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -4567306.000000 Penalty: 5037.161621
	Iteration 21Q: 3 clusters Score -4567306 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -4567674.000000 Penalty: 5037.161621
	Iteration 22Q: 3 clusters Score -4567674 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -4567949.000000 Penalty: 5037.161621
	Iteration 23Q: 3 clusters Score -4567949 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -4568157.500000 Penalty: 5037.161621
	Iteration 24Q: 3 clusters Score -4568158 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -4568340.500000 Penalty: 5037.161621
	Iteration 25Q: 3 clusters Score -4568340 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -4568459.500000 Penalty: 5037.161621
	Iteration 26Q: 3 clusters Score -4568460 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -4568552.500000 Penalty: 5037.161621
	Iteration 27Q: 3 clusters Score -4568552 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4568628.000000 Penalty: 5037.161621
	Iteration 28Q: 3 clusters Score -4568628 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4568694.000000 Penalty: 5037.161621
	Iteration 29Q: 3 clusters Score -4568694 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25021 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4568748.000000 Penalty: 5037.161621
	Iteration 30Q: 3 clusters Score -4568748 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4568777.500000 Penalty: 5037.161621
	Iteration 31Q: 3 clusters Score -4568778 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4568800.500000 Penalty: 5037.161621
	Iteration 32Q: 3 clusters Score -4568800 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4568823.000000 Penalty: 5037.161621
	Iteration 33Q: 3 clusters Score -4568823 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -4568840.000000 Penalty: 5037.161621
	Iteration 34Q: 3 clusters Score -4568840 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4568854.000000 Penalty: 5037.161621
	Iteration 35Q: 3 clusters Score -4568854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -4568863.000000 Penalty: 5037.161621
	Iteration 36Q: 3 clusters Score -4568863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4568879.500000 Penalty: 5037.161621
	Iteration 37Q: 3 clusters Score -4568880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4568876.500000 Penalty: 5037.161621
	Iteration 38Q: 3 clusters Score -4568876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4568889.500000 Penalty: 5037.161621
	Iteration 39Q: 3 clusters Score -4568890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4568895.000000 Penalty: 5037.161621
	Iteration 40F: 3 clusters Score -4568895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4568895.000000 Penalty: 5037.161621
	Iteration 41Q: 3 clusters Score -4568895 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4568899.000000 Penalty: 5037.161621
	Iteration 42Q: 3 clusters Score -4568899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4568897.500000 Penalty: 5037.161621
	Iteration 43Q: 3 clusters Score -4568898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4568903.500000 Penalty: 5037.161621
	Iteration 44Q: 3 clusters Score -4568904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4568903.500000 Penalty: 5037.161621
	Iteration 45F: 3 clusters Score -4568904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (48717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48717 members 
Entering Unmasked Estep 
Score: -8991295.000000 Penalty: 2676.858154
	Iteration 0F: 2 clusters Score -8991295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -8961321.000000 Penalty: 5353.716309
	Iteration 0F: 3 clusters Score -8961321 nChanged 22346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -8973573.000000 Penalty: 5353.716309
	Iteration 1F: 3 clusters Score -8973573 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -8974110.000000 Penalty: 5353.716309
	Iteration 2Q: 3 clusters Score -8974110 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -8974691.000000 Penalty: 5353.716309
	Iteration 3Q: 3 clusters Score -8974691 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -8975222.000000 Penalty: 5353.716309
	Iteration 4Q: 3 clusters Score -8975222 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -8975890.000000 Penalty: 5353.716309
	Iteration 5Q: 3 clusters Score -8975890 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -8976808.000000 Penalty: 5353.716309
	Iteration 6Q: 3 clusters Score -8976808 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -8978062.000000 Penalty: 5353.716309
	Iteration 7Q: 3 clusters Score -8978062 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -8979593.000000 Penalty: 5353.716309
	Iteration 8F: 3 clusters Score -8979593 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -8981399.000000 Penalty: 5353.716309
	Iteration 9F: 3 clusters Score -8981399 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37256 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -8983323.000000 Penalty: 5353.716309
	Iteration 10F: 3 clusters Score -8983323 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -8985080.000000 Penalty: 5353.716309
	Iteration 11Q: 3 clusters Score -8985080 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -8986290.000000 Penalty: 5353.716309
	Iteration 12Q: 3 clusters Score -8986290 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -8987246.000000 Penalty: 5353.716309
	Iteration 13Q: 3 clusters Score -8987246 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41527 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -8987980.000000 Penalty: 5353.716309
	Iteration 14Q: 3 clusters Score -8987980 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42179 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -8988392.000000 Penalty: 5353.716309
	Iteration 15Q: 3 clusters Score -8988392 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42844 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -8988692.000000 Penalty: 5353.716309
	Iteration 16Q: 3 clusters Score -8988692 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43482 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -8988870.000000 Penalty: 5353.716309
	Iteration 17Q: 3 clusters Score -8988870 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -8989025.000000 Penalty: 5353.716309
	Iteration 18Q: 3 clusters Score -8989025 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -8989090.000000 Penalty: 5353.716309
	Iteration 19Q: 3 clusters Score -8989090 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -8989141.000000 Penalty: 5353.716309
	Iteration 20F: 3 clusters Score -8989141 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -8989124.000000 Penalty: 5353.716309
	Iteration 21Q: 3 clusters Score -8989124 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45866 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -8989126.000000 Penalty: 5353.716309
	Iteration 22Q: 3 clusters Score -8989126 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46196 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -8989163.000000 Penalty: 5353.716309
	Iteration 23Q: 3 clusters Score -8989163 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46470 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -8989180.000000 Penalty: 5353.716309
	Iteration 24Q: 3 clusters Score -8989180 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -8989205.000000 Penalty: 5353.716309
	Iteration 25Q: 3 clusters Score -8989205 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -8989206.000000 Penalty: 5353.716309
	Iteration 26Q: 3 clusters Score -8989206 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47057 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -8989210.000000 Penalty: 5353.716309
	Iteration 27Q: 3 clusters Score -8989210 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47210 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -8989222.000000 Penalty: 5353.716309
	Iteration 28Q: 3 clusters Score -8989222 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47342 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -8989239.000000 Penalty: 5353.716309
	Iteration 29Q: 3 clusters Score -8989239 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47451 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -8989235.000000 Penalty: 5353.716309
	Iteration 30Q: 3 clusters Score -8989235 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47537 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -8989240.000000 Penalty: 5353.716309
	Iteration 31Q: 3 clusters Score -8989240 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47608 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -8989234.000000 Penalty: 5353.716309
	Iteration 32Q: 3 clusters Score -8989234 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47665 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -8989240.000000 Penalty: 5353.716309
	Iteration 33Q: 3 clusters Score -8989240 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47717 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -8989229.000000 Penalty: 5353.716309
	Iteration 34Q: 3 clusters Score -8989229 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47768 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -8989240.000000 Penalty: 5353.716309
	Iteration 35Q: 3 clusters Score -8989240 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47821 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8989241.000000 Penalty: 5353.716309
	Iteration 36Q: 3 clusters Score -8989241 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47864 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -8989236.000000 Penalty: 5353.716309
	Iteration 37Q: 3 clusters Score -8989236 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47888 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -8989244.000000 Penalty: 5353.716309
	Iteration 38Q: 3 clusters Score -8989244 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47916 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -8989229.000000 Penalty: 5353.716309
	Iteration 39Q: 3 clusters Score -8989229 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47934 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -8989236.000000 Penalty: 5353.716309
	Iteration 40F: 3 clusters Score -8989236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47943 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -8989246.000000 Penalty: 5353.716309
	Iteration 41Q: 3 clusters Score -8989246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47956 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -8989240.000000 Penalty: 5353.716309
	Iteration 42Q: 3 clusters Score -8989240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47967 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8989252.000000 Penalty: 5353.716309
	Iteration 43Q: 3 clusters Score -8989252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47968 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8989259.000000 Penalty: 5353.716309
	Iteration 44Q: 3 clusters Score -8989259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47976 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -8989253.000000 Penalty: 5353.716309
	Iteration 45Q: 3 clusters Score -8989253 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47992 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -8989253.000000 Penalty: 5353.716309
	Iteration 46Q: 3 clusters Score -8989253 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48009 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -8989252.000000 Penalty: 5353.716309
	Iteration 47Q: 3 clusters Score -8989252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8989253.000000 Penalty: 5353.716309
	Iteration 48Q: 3 clusters Score -8989253 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48033 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -8989237.000000 Penalty: 5353.716309
	Iteration 49Q: 3 clusters Score -8989237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48040 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8989238.000000 Penalty: 5353.716309
	Iteration 50Q: 3 clusters Score -8989238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48046 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -8989248.000000 Penalty: 5353.716309
	Iteration 51Q: 3 clusters Score -8989248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48052 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -8989239.000000 Penalty: 5353.716309
	Iteration 52Q: 3 clusters Score -8989239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48057 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -8989244.000000 Penalty: 5353.716309
	Iteration 53Q: 3 clusters Score -8989244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48065 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8989258.000000 Penalty: 5353.716309
	Iteration 54Q: 3 clusters Score -8989258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48067 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -8989252.000000 Penalty: 5353.716309
	Iteration 55Q: 3 clusters Score -8989252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48070 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8989245.000000 Penalty: 5353.716309
	Iteration 56Q: 3 clusters Score -8989245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48071 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8989248.000000 Penalty: 5353.716309
	Iteration 57Q: 3 clusters Score -8989248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48073 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -8989247.000000 Penalty: 5353.716309
	Iteration 58Q: 3 clusters Score -8989247 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48078 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -8989242.000000 Penalty: 5353.716309
	Iteration 59Q: 3 clusters Score -8989242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48082 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -8989232.000000 Penalty: 5353.716309
	Iteration 60F: 3 clusters Score -8989232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48085 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -8989238.000000 Penalty: 5353.716309
	Iteration 61Q: 3 clusters Score -8989238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48089 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -8989238.000000 Penalty: 5353.716309
	Iteration 62Q: 3 clusters Score -8989238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48094 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -8989239.000000 Penalty: 5353.716309
	Iteration 63Q: 3 clusters Score -8989239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48097 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -8989242.000000 Penalty: 5353.716309
	Iteration 64Q: 3 clusters Score -8989242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48102 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -8989242.000000 Penalty: 5353.716309
	Iteration 65Q: 3 clusters Score -8989242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48104 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -8989257.000000 Penalty: 5353.716309
	Iteration 66Q: 3 clusters Score -8989257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48107 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -8989253.000000 Penalty: 5353.716309
	Iteration 67Q: 3 clusters Score -8989253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48112 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -8989257.000000 Penalty: 5353.716309
	Iteration 68Q: 3 clusters Score -8989257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48115 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -8989263.000000 Penalty: 5353.716309
	Iteration 69Q: 3 clusters Score -8989263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48117 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8989259.000000 Penalty: 5353.716309
	Iteration 70Q: 3 clusters Score -8989259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48117 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8989260.000000 Penalty: 5353.716309
	Iteration 71Q: 3 clusters Score -8989260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48117 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8989263.000000 Penalty: 5353.716309
	Iteration 72Q: 3 clusters Score -8989263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48120 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -8989270.000000 Penalty: 5353.716309
	Iteration 73Q: 3 clusters Score -8989270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48123 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -8989264.000000 Penalty: 5353.716309
	Iteration 74Q: 3 clusters Score -8989264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48126 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8989263.000000 Penalty: 5353.716309
	Iteration 75Q: 3 clusters Score -8989263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48126 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8989263.000000 Penalty: 5353.716309
	Iteration 76F: 3 clusters Score -8989263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Entering Unmasked Estep 
Score: -371511.500000 Penalty: 1908.435181
	Iteration 0F: 2 clusters Score -371511.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -368769.625000 Penalty: 3816.870361
	Iteration 0F: 3 clusters Score -368769.6 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -369304.875000 Penalty: 3816.870361
	Iteration 1F: 3 clusters Score -369304.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -369497.406250 Penalty: 3816.870361
	Iteration 2F: 3 clusters Score -369497.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -369605.562500 Penalty: 3816.870361
	Iteration 3F: 3 clusters Score -369605.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -369681.625000 Penalty: 3816.870361
	Iteration 4Q: 3 clusters Score -369681.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -369775.281250 Penalty: 3816.870361
	Iteration 5Q: 3 clusters Score -369775.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -369877.281250 Penalty: 3816.870361
	Iteration 6Q: 3 clusters Score -369877.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -369949.718750 Penalty: 3816.870361
	Iteration 7Q: 3 clusters Score -369949.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -370042.562500 Penalty: 3816.870361
	Iteration 8Q: 3 clusters Score -370042.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -370132.187500 Penalty: 3816.870361
	Iteration 9Q: 3 clusters Score -370132.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -370224.687500 Penalty: 3816.870361
	Iteration 10Q: 3 clusters Score -370224.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -370330.031250 Penalty: 3816.870361
	Iteration 11Q: 3 clusters Score -370330 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -370453.812500 Penalty: 3816.870361
	Iteration 12Q: 3 clusters Score -370453.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -370602.781250 Penalty: 3816.870361
	Iteration 13Q: 3 clusters Score -370602.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -370764.593750 Penalty: 3816.870361
	Iteration 14Q: 3 clusters Score -370764.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -370897.250000 Penalty: 3816.870361
	Iteration 15Q: 3 clusters Score -370897.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -370990.750000 Penalty: 3816.870361
	Iteration 16Q: 3 clusters Score -370990.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -371183.593750 Penalty: 3816.870361
	Iteration 17Q: 3 clusters Score -371183.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -371384.406250 Penalty: 3816.870361
	Iteration 18Q: 3 clusters Score -371384.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -371586.187500 Penalty: 3816.870361
	Iteration 19Q: 3 clusters Score -371586.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -371635.937500 Penalty: 3816.870361
	Iteration 20F: 3 clusters Score -371635.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -371664.562500 Penalty: 3816.870361
	Iteration 21Q: 3 clusters Score -371664.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -371682.093750 Penalty: 3816.870361
	Iteration 22Q: 3 clusters Score -371682.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -371692.812500 Penalty: 3816.870361
	Iteration 23Q: 3 clusters Score -371692.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -371699.187500 Penalty: 3816.870361
	Iteration 24Q: 3 clusters Score -371699.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -371709.468750 Penalty: 3816.870361
	Iteration 25Q: 3 clusters Score -371709.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -371721.437500 Penalty: 3816.870361
	Iteration 26Q: 3 clusters Score -371721.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -371734.812500 Penalty: 3816.870361
	Iteration 27Q: 3 clusters Score -371734.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -371742.656250 Penalty: 3816.870361
	Iteration 28Q: 3 clusters Score -371742.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -371746.593750 Penalty: 3816.870361
	Iteration 29Q: 3 clusters Score -371746.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -371749.875000 Penalty: 3816.870361
	Iteration 30Q: 3 clusters Score -371749.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -371751.937500 Penalty: 3816.870361
	Iteration 31Q: 3 clusters Score -371751.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -371757.250000 Penalty: 3816.870361
	Iteration 32Q: 3 clusters Score -371757.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -371761.468750 Penalty: 3816.870361
	Iteration 33Q: 3 clusters Score -371761.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -371766.687500 Penalty: 3816.870361
	Iteration 34Q: 3 clusters Score -371766.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -371772.968750 Penalty: 3816.870361
	Iteration 35Q: 3 clusters Score -371773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -371774.812500 Penalty: 3816.870361
	Iteration 36Q: 3 clusters Score -371774.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -371775.656250 Penalty: 3816.870361
	Iteration 37Q: 3 clusters Score -371775.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -371776.125000 Penalty: 3816.870361
	Iteration 38Q: 3 clusters Score -371776.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -371777.781250 Penalty: 3816.870361
	Iteration 39Q: 3 clusters Score -371777.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -371778.375000 Penalty: 3816.870361
	Iteration 40F: 3 clusters Score -371778.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -371778.875000 Penalty: 3816.870361
	Iteration 41Q: 3 clusters Score -371778.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -371778.875000 Penalty: 3816.870361
	Iteration 42F: 3 clusters Score -371778.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 43203 members 
Mstep: Class 2 contains 42050 members 
Mstep: Class 3 contains 43096 members 
Mstep: Class 4 contains 45567 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25734 members 
Mstep: Class 7 contains 48717 members 
Mstep: Class 8 contains 524 members 
Mstep: Class 9 contains 46250 members 
Mstep: Class 10 contains 42511 members 
Mstep: Class 11 contains 45272 members 
Mstep: Class 12 contains 1174 members 
Mstep: Class 13 contains 42094 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1227 members 
Mstep: Class 16 contains 42344 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 46978 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 44589 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50649 members 
Mstep: Class 24 contains 613 members 
Mstep: Class 25 contains 1674 members 
Entering Unmasked Estep 
Score: -111230440.000000 Penalty: 82671.179688
Splitting cluster 8 changes total score from -111231072.000000 to -111230440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (46250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46250 members 
Entering Unmasked Estep 
Score: -8563373.000000 Penalty: 2663.970459
	Iteration 0F: 2 clusters Score -8563373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -8533904.000000 Penalty: 5327.940918
	Iteration 0F: 3 clusters Score -8533904 nChanged 21324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -8545982.000000 Penalty: 5327.940918
	Iteration 1F: 3 clusters Score -8545982 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -8546562.000000 Penalty: 5327.940918
	Iteration 2Q: 3 clusters Score -8546562 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -8547082.000000 Penalty: 5327.940918
	Iteration 3Q: 3 clusters Score -8547082 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 24349 members 
Entering Unmasked Estep 
Score: -8547600.000000 Penalty: 5327.940918
	Iteration 4Q: 3 clusters Score -8547600 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -8548282.000000 Penalty: 5327.940918
	Iteration 5Q: 3 clusters Score -8548282 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -8548976.000000 Penalty: 5327.940918
	Iteration 6Q: 3 clusters Score -8548976 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -8549802.000000 Penalty: 5327.940918
	Iteration 7Q: 3 clusters Score -8549802 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -8550811.000000 Penalty: 5327.940918
	Iteration 8Q: 3 clusters Score -8550811 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16352 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -8551983.000000 Penalty: 5327.940918
	Iteration 9Q: 3 clusters Score -8551983 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -8553335.000000 Penalty: 5327.940918
	Iteration 10Q: 3 clusters Score -8553335 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -8554983.000000 Penalty: 5327.940918
	Iteration 11Q: 3 clusters Score -8554983 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -8556536.000000 Penalty: 5327.940918
	Iteration 12Q: 3 clusters Score -8556536 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -8557909.000000 Penalty: 5327.940918
	Iteration 13Q: 3 clusters Score -8557909 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -8559053.000000 Penalty: 5327.940918
	Iteration 14Q: 3 clusters Score -8559053 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 40741 members 
Entering Unmasked Estep 
Score: -8559867.000000 Penalty: 5327.940918
	Iteration 15Q: 3 clusters Score -8559867 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 41702 members 
Entering Unmasked Estep 
Score: -8560575.000000 Penalty: 5327.940918
	Iteration 16Q: 3 clusters Score -8560575 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 42519 members 
Entering Unmasked Estep 
Score: -8561024.000000 Penalty: 5327.940918
	Iteration 17Q: 3 clusters Score -8561024 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -8561305.000000 Penalty: 5327.940918
	Iteration 18Q: 3 clusters Score -8561305 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -8561477.000000 Penalty: 5327.940918
	Iteration 19Q: 3 clusters Score -8561477 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 44038 members 
Entering Unmasked Estep 
Score: -8561549.000000 Penalty: 5327.940918
	Iteration 20F: 3 clusters Score -8561549 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 44335 members 
Entering Unmasked Estep 
Score: -8561640.000000 Penalty: 5327.940918
	Iteration 21Q: 3 clusters Score -8561640 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -8561691.000000 Penalty: 5327.940918
	Iteration 22Q: 3 clusters Score -8561691 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 44697 members 
Entering Unmasked Estep 
Score: -8561717.000000 Penalty: 5327.940918
	Iteration 23Q: 3 clusters Score -8561717 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 44811 members 
Entering Unmasked Estep 
Score: -8561752.000000 Penalty: 5327.940918
	Iteration 24Q: 3 clusters Score -8561752 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 44903 members 
Entering Unmasked Estep 
Score: -8561769.000000 Penalty: 5327.940918
	Iteration 25Q: 3 clusters Score -8561769 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 44986 members 
Entering Unmasked Estep 
Score: -8561831.000000 Penalty: 5327.940918
	Iteration 26Q: 3 clusters Score -8561831 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
Score: -8561847.000000 Penalty: 5327.940918
	Iteration 27Q: 3 clusters Score -8561847 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 45105 members 
Entering Unmasked Estep 
Score: -8561883.000000 Penalty: 5327.940918
	Iteration 28Q: 3 clusters Score -8561883 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -8561884.000000 Penalty: 5327.940918
	Iteration 29Q: 3 clusters Score -8561884 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -8561896.000000 Penalty: 5327.940918
	Iteration 30Q: 3 clusters Score -8561896 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 45217 members 
Entering Unmasked Estep 
Score: -8561913.000000 Penalty: 5327.940918
	Iteration 31Q: 3 clusters Score -8561913 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -8561911.000000 Penalty: 5327.940918
	Iteration 32Q: 3 clusters Score -8561911 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 45260 members 
Entering Unmasked Estep 
Score: -8561907.000000 Penalty: 5327.940918
	Iteration 33Q: 3 clusters Score -8561907 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -8561912.000000 Penalty: 5327.940918
	Iteration 34Q: 3 clusters Score -8561912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 45273 members 
Entering Unmasked Estep 
Score: -8561917.000000 Penalty: 5327.940918
	Iteration 35Q: 3 clusters Score -8561917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 45275 members 
Entering Unmasked Estep 
Score: -8561931.000000 Penalty: 5327.940918
	Iteration 36Q: 3 clusters Score -8561931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 45274 members 
Entering Unmasked Estep 
Score: -8561938.000000 Penalty: 5327.940918
	Iteration 37Q: 3 clusters Score -8561938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 45290 members 
Entering Unmasked Estep 
Score: -8561944.000000 Penalty: 5327.940918
	Iteration 38Q: 3 clusters Score -8561944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 45306 members 
Entering Unmasked Estep 
Score: -8561965.000000 Penalty: 5327.940918
	Iteration 39Q: 3 clusters Score -8561965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 45318 members 
Entering Unmasked Estep 
Score: -8561970.000000 Penalty: 5327.940918
	Iteration 40F: 3 clusters Score -8561970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 45322 members 
Entering Unmasked Estep 
Score: -8561965.000000 Penalty: 5327.940918
	Iteration 41Q: 3 clusters Score -8561965 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 45334 members 
Entering Unmasked Estep 
Score: -8561963.000000 Penalty: 5327.940918
	Iteration 42Q: 3 clusters Score -8561963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -8561980.000000 Penalty: 5327.940918
	Iteration 43Q: 3 clusters Score -8561980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -8561985.000000 Penalty: 5327.940918
	Iteration 44Q: 3 clusters Score -8561985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 45359 members 
Entering Unmasked Estep 
Score: -8561979.000000 Penalty: 5327.940918
	Iteration 45Q: 3 clusters Score -8561979 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 45366 members 
Entering Unmasked Estep 
Score: -8561981.000000 Penalty: 5327.940918
	Iteration 46Q: 3 clusters Score -8561981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 45369 members 
Entering Unmasked Estep 
Score: -8561984.000000 Penalty: 5327.940918
	Iteration 47Q: 3 clusters Score -8561984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 45373 members 
Entering Unmasked Estep 
Score: -8561993.000000 Penalty: 5327.940918
	Iteration 48Q: 3 clusters Score -8561993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 45377 members 
Entering Unmasked Estep 
Score: -8561980.000000 Penalty: 5327.940918
	Iteration 49Q: 3 clusters Score -8561980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -8561990.000000 Penalty: 5327.940918
	Iteration 50Q: 3 clusters Score -8561990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 45382 members 
Entering Unmasked Estep 
Score: -8561992.000000 Penalty: 5327.940918
	Iteration 51Q: 3 clusters Score -8561992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -8561993.000000 Penalty: 5327.940918
	Iteration 52Q: 3 clusters Score -8561993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 45391 members 
Entering Unmasked Estep 
Score: -8561994.000000 Penalty: 5327.940918
	Iteration 53Q: 3 clusters Score -8561994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -8562008.000000 Penalty: 5327.940918
	Iteration 54Q: 3 clusters Score -8562008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 45401 members 
Entering Unmasked Estep 
Score: -8562011.000000 Penalty: 5327.940918
	Iteration 55Q: 3 clusters Score -8562011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 45406 members 
Entering Unmasked Estep 
Score: -8562023.000000 Penalty: 5327.940918
	Iteration 56Q: 3 clusters Score -8562023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 45409 members 
Entering Unmasked Estep 
Score: -8562021.000000 Penalty: 5327.940918
	Iteration 57Q: 3 clusters Score -8562021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 45414 members 
Entering Unmasked Estep 
Score: -8562019.000000 Penalty: 5327.940918
	Iteration 58Q: 3 clusters Score -8562019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 45421 members 
Entering Unmasked Estep 
Score: -8562016.000000 Penalty: 5327.940918
	Iteration 59Q: 3 clusters Score -8562016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 45422 members 
Entering Unmasked Estep 
Score: -8562014.000000 Penalty: 5327.940918
	Iteration 60F: 3 clusters Score -8562014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 45424 members 
Entering Unmasked Estep 
Score: -8562024.000000 Penalty: 5327.940918
	Iteration 61Q: 3 clusters Score -8562024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 45424 members 
Entering Unmasked Estep 
Score: -8562024.000000 Penalty: 5327.940918
	Iteration 62F: 3 clusters Score -8562024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Entering Unmasked Estep 
Score: -7798575.000000 Penalty: 2643.064453
	Iteration 0F: 2 clusters Score -7798575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -7770577.500000 Penalty: 5286.128906
	Iteration 0F: 3 clusters Score -7770578 nChanged 19574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -7781568.500000 Penalty: 5286.128906
	Iteration 1F: 3 clusters Score -7781568 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -7782541.000000 Penalty: 5286.128906
	Iteration 2F: 3 clusters Score -7782541 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -7783699.500000 Penalty: 5286.128906
	Iteration 3F: 3 clusters Score -7783700 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -7785244.500000 Penalty: 5286.128906
	Iteration 4F: 3 clusters Score -7785244 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -7787079.500000 Penalty: 5286.128906
	Iteration 5F: 3 clusters Score -7787080 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -7789297.000000 Penalty: 5286.128906
	Iteration 6F: 3 clusters Score -7789297 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -7791789.000000 Penalty: 5286.128906
	Iteration 7F: 3 clusters Score -7791789 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31775 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -7794224.500000 Penalty: 5286.128906
	Iteration 8F: 3 clusters Score -7794224 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -7795728.000000 Penalty: 5286.128906
	Iteration 9Q: 3 clusters Score -7795728 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -7796407.500000 Penalty: 5286.128906
	Iteration 10Q: 3 clusters Score -7796408 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -7796684.500000 Penalty: 5286.128906
	Iteration 11Q: 3 clusters Score -7796684 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -7796875.000000 Penalty: 5286.128906
	Iteration 12Q: 3 clusters Score -7796875 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35220 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -7797013.000000 Penalty: 5286.128906
	Iteration 13Q: 3 clusters Score -7797013 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -7797109.500000 Penalty: 5286.128906
	Iteration 14Q: 3 clusters Score -7797110 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -7797194.500000 Penalty: 5286.128906
	Iteration 15Q: 3 clusters Score -7797194 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -7797226.000000 Penalty: 5286.128906
	Iteration 16Q: 3 clusters Score -7797226 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36511 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -7797272.000000 Penalty: 5286.128906
	Iteration 17Q: 3 clusters Score -7797272 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -7797303.000000 Penalty: 5286.128906
	Iteration 18Q: 3 clusters Score -7797303 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -7797332.500000 Penalty: 5286.128906
	Iteration 19Q: 3 clusters Score -7797332 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -7797404.500000 Penalty: 5286.128906
	Iteration 20F: 3 clusters Score -7797404 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37441 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -7797393.500000 Penalty: 5286.128906
	Iteration 21Q: 3 clusters Score -7797394 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37574 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -7797398.000000 Penalty: 5286.128906
	Iteration 22Q: 3 clusters Score -7797398 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -7797431.000000 Penalty: 5286.128906
	Iteration 23Q: 3 clusters Score -7797431 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37857 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -7797437.500000 Penalty: 5286.128906
	Iteration 24Q: 3 clusters Score -7797438 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37975 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -7797438.000000 Penalty: 5286.128906
	Iteration 25Q: 3 clusters Score -7797438 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -7797444.000000 Penalty: 5286.128906
	Iteration 26Q: 3 clusters Score -7797444 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38206 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -7797469.500000 Penalty: 5286.128906
	Iteration 27Q: 3 clusters Score -7797470 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -7797453.500000 Penalty: 5286.128906
	Iteration 28Q: 3 clusters Score -7797454 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -7797467.500000 Penalty: 5286.128906
	Iteration 29Q: 3 clusters Score -7797468 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -7797467.000000 Penalty: 5286.128906
	Iteration 30Q: 3 clusters Score -7797467 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38552 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -7797452.000000 Penalty: 5286.128906
	Iteration 31Q: 3 clusters Score -7797452 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -7797465.500000 Penalty: 5286.128906
	Iteration 32Q: 3 clusters Score -7797466 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -7797461.000000 Penalty: 5286.128906
	Iteration 33Q: 3 clusters Score -7797461 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38719 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -7797472.500000 Penalty: 5286.128906
	Iteration 34Q: 3 clusters Score -7797472 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -7797485.500000 Penalty: 5286.128906
	Iteration 35Q: 3 clusters Score -7797486 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38842 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -7797468.500000 Penalty: 5286.128906
	Iteration 36Q: 3 clusters Score -7797468 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -7797465.500000 Penalty: 5286.128906
	Iteration 37Q: 3 clusters Score -7797466 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38958 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -7797465.000000 Penalty: 5286.128906
	Iteration 38Q: 3 clusters Score -7797465 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -7797447.500000 Penalty: 5286.128906
	Iteration 39Q: 3 clusters Score -7797448 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -7797443.500000 Penalty: 5286.128906
	Iteration 40F: 3 clusters Score -7797444 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -7797445.000000 Penalty: 5286.128906
	Iteration 41Q: 3 clusters Score -7797445 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -7797447.000000 Penalty: 5286.128906
	Iteration 42Q: 3 clusters Score -7797447 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39287 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -7797427.000000 Penalty: 5286.128906
	Iteration 43Q: 3 clusters Score -7797427 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39340 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -7797419.000000 Penalty: 5286.128906
	Iteration 44Q: 3 clusters Score -7797419 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -7797428.000000 Penalty: 5286.128906
	Iteration 45Q: 3 clusters Score -7797428 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -7797430.500000 Penalty: 5286.128906
	Iteration 46Q: 3 clusters Score -7797430 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -7797433.500000 Penalty: 5286.128906
	Iteration 47Q: 3 clusters Score -7797434 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39546 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -7797447.000000 Penalty: 5286.128906
	Iteration 48Q: 3 clusters Score -7797447 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -7797447.500000 Penalty: 5286.128906
	Iteration 49Q: 3 clusters Score -7797448 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -7797432.500000 Penalty: 5286.128906
	Iteration 50Q: 3 clusters Score -7797432 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -7797432.500000 Penalty: 5286.128906
	Iteration 51Q: 3 clusters Score -7797432 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -7797427.500000 Penalty: 5286.128906
	Iteration 52Q: 3 clusters Score -7797428 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39795 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -7797442.500000 Penalty: 5286.128906
	Iteration 53Q: 3 clusters Score -7797442 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -7797432.000000 Penalty: 5286.128906
	Iteration 54Q: 3 clusters Score -7797432 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -7797412.500000 Penalty: 5286.128906
	Iteration 55Q: 3 clusters Score -7797412 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -7797421.500000 Penalty: 5286.128906
	Iteration 56Q: 3 clusters Score -7797422 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -7797419.500000 Penalty: 5286.128906
	Iteration 57Q: 3 clusters Score -7797420 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -7797407.000000 Penalty: 5286.128906
	Iteration 58Q: 3 clusters Score -7797407 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -7797411.500000 Penalty: 5286.128906
	Iteration 59Q: 3 clusters Score -7797412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -7797410.000000 Penalty: 5286.128906
	Iteration 60F: 3 clusters Score -7797410 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -7797405.000000 Penalty: 5286.128906
	Iteration 61Q: 3 clusters Score -7797405 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -7797409.000000 Penalty: 5286.128906
	Iteration 62Q: 3 clusters Score -7797409 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40066 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -7797406.000000 Penalty: 5286.128906
	Iteration 63Q: 3 clusters Score -7797406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -7797401.000000 Penalty: 5286.128906
	Iteration 64Q: 3 clusters Score -7797401 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -7797408.000000 Penalty: 5286.128906
	Iteration 65Q: 3 clusters Score -7797408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -7797417.500000 Penalty: 5286.128906
	Iteration 66Q: 3 clusters Score -7797418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -7797418.500000 Penalty: 5286.128906
	Iteration 67Q: 3 clusters Score -7797418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -7797425.500000 Penalty: 5286.128906
	Iteration 68Q: 3 clusters Score -7797426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -7797422.000000 Penalty: 5286.128906
	Iteration 69Q: 3 clusters Score -7797422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40150 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -7797429.000000 Penalty: 5286.128906
	Iteration 70Q: 3 clusters Score -7797429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -7797415.500000 Penalty: 5286.128906
	Iteration 71Q: 3 clusters Score -7797416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -7797415.500000 Penalty: 5286.128906
	Iteration 72Q: 3 clusters Score -7797416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -7797422.000000 Penalty: 5286.128906
	Iteration 73Q: 3 clusters Score -7797422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -7797424.000000 Penalty: 5286.128906
	Iteration 74Q: 3 clusters Score -7797424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -7797418.500000 Penalty: 5286.128906
	Iteration 75Q: 3 clusters Score -7797418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -7797420.500000 Penalty: 5286.128906
	Iteration 76Q: 3 clusters Score -7797420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -7797428.500000 Penalty: 5286.128906
	Iteration 77Q: 3 clusters Score -7797428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -7797422.500000 Penalty: 5286.128906
	Iteration 78Q: 3 clusters Score -7797422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -7797428.000000 Penalty: 5286.128906
	Iteration 79Q: 3 clusters Score -7797428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40213 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -7797419.000000 Penalty: 5286.128906
	Iteration 80F: 3 clusters Score -7797419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -7797419.500000 Penalty: 5286.128906
	Iteration 81Q: 3 clusters Score -7797420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -7797417.000000 Penalty: 5286.128906
	Iteration 82Q: 3 clusters Score -7797417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -7797419.000000 Penalty: 5286.128906
	Iteration 83Q: 3 clusters Score -7797419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -7797416.000000 Penalty: 5286.128906
	Iteration 84Q: 3 clusters Score -7797416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -7797418.000000 Penalty: 5286.128906
	Iteration 85Q: 3 clusters Score -7797418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -7797415.000000 Penalty: 5286.128906
	Iteration 86Q: 3 clusters Score -7797415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -7797415.000000 Penalty: 5286.128906
	Iteration 87F: 3 clusters Score -7797415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (45272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45272 members 
Entering Unmasked Estep 
Score: -8209376.500000 Penalty: 2658.669922
	Iteration 0F: 2 clusters Score -8209376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 22669 members 
Entering Unmasked Estep 
Score: -8179072.000000 Penalty: 5317.339844
	Iteration 0F: 3 clusters Score -8179072 nChanged 20804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -8190624.000000 Penalty: 5317.339844
	Iteration 1F: 3 clusters Score -8190624 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -8191146.500000 Penalty: 5317.339844
	Iteration 2Q: 3 clusters Score -8191146 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -8191614.500000 Penalty: 5317.339844
	Iteration 3Q: 3 clusters Score -8191614 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -8192092.500000 Penalty: 5317.339844
	Iteration 4Q: 3 clusters Score -8192092 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -8192670.500000 Penalty: 5317.339844
	Iteration 5Q: 3 clusters Score -8192670 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -8193485.000000 Penalty: 5317.339844
	Iteration 6Q: 3 clusters Score -8193485 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -8194743.000000 Penalty: 5317.339844
	Iteration 7F: 3 clusters Score -8194743 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -8196627.000000 Penalty: 5317.339844
	Iteration 8F: 3 clusters Score -8196627 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -8199256.000000 Penalty: 5317.339844
	Iteration 9F: 3 clusters Score -8199256 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -8201941.500000 Penalty: 5317.339844
	Iteration 10F: 3 clusters Score -8201942 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
Score: -8204214.500000 Penalty: 5317.339844
	Iteration 11Q: 3 clusters Score -8204214 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -8205667.000000 Penalty: 5317.339844
	Iteration 12Q: 3 clusters Score -8205667 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 41048 members 
Entering Unmasked Estep 
Score: -8206465.500000 Penalty: 5317.339844
	Iteration 13Q: 3 clusters Score -8206466 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -8206896.000000 Penalty: 5317.339844
	Iteration 14Q: 3 clusters Score -8206896 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
Score: -8207131.500000 Penalty: 5317.339844
	Iteration 15Q: 3 clusters Score -8207132 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
Score: -8207273.500000 Penalty: 5317.339844
	Iteration 16Q: 3 clusters Score -8207274 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -8207380.000000 Penalty: 5317.339844
	Iteration 17Q: 3 clusters Score -8207380 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 41606 members 
Entering Unmasked Estep 
Score: -8207484.500000 Penalty: 5317.339844
	Iteration 18Q: 3 clusters Score -8207484 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -8207563.000000 Penalty: 5317.339844
	Iteration 19Q: 3 clusters Score -8207563 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -8207617.000000 Penalty: 5317.339844
	Iteration 20F: 3 clusters Score -8207617 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 41702 members 
Entering Unmasked Estep 
Score: -8207633.000000 Penalty: 5317.339844
	Iteration 21Q: 3 clusters Score -8207633 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 41722 members 
Entering Unmasked Estep 
Score: -8207676.500000 Penalty: 5317.339844
	Iteration 22Q: 3 clusters Score -8207676 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 41734 members 
Entering Unmasked Estep 
Score: -8207685.000000 Penalty: 5317.339844
	Iteration 23Q: 3 clusters Score -8207685 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 41750 members 
Entering Unmasked Estep 
Score: -8207720.000000 Penalty: 5317.339844
	Iteration 24Q: 3 clusters Score -8207720 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -8207716.000000 Penalty: 5317.339844
	Iteration 25Q: 3 clusters Score -8207716 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -8207719.500000 Penalty: 5317.339844
	Iteration 26Q: 3 clusters Score -8207720 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -8207739.500000 Penalty: 5317.339844
	Iteration 27Q: 3 clusters Score -8207740 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 41810 members 
Entering Unmasked Estep 
Score: -8207743.000000 Penalty: 5317.339844
	Iteration 28Q: 3 clusters Score -8207743 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -8207758.000000 Penalty: 5317.339844
	Iteration 29Q: 3 clusters Score -8207758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -8207755.000000 Penalty: 5317.339844
	Iteration 30Q: 3 clusters Score -8207755 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -8207758.500000 Penalty: 5317.339844
	Iteration 31Q: 3 clusters Score -8207758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -8207768.000000 Penalty: 5317.339844
	Iteration 32Q: 3 clusters Score -8207768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
Score: -8207762.500000 Penalty: 5317.339844
	Iteration 33Q: 3 clusters Score -8207762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -8207763.000000 Penalty: 5317.339844
	Iteration 34Q: 3 clusters Score -8207763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 41845 members 
Entering Unmasked Estep 
Score: -8207760.000000 Penalty: 5317.339844
	Iteration 35Q: 3 clusters Score -8207760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 41847 members 
Entering Unmasked Estep 
Score: -8207768.500000 Penalty: 5317.339844
	Iteration 36Q: 3 clusters Score -8207768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 41849 members 
Entering Unmasked Estep 
Score: -8207778.000000 Penalty: 5317.339844
	Iteration 37Q: 3 clusters Score -8207778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -8207777.000000 Penalty: 5317.339844
	Iteration 38Q: 3 clusters Score -8207777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -8207779.500000 Penalty: 5317.339844
	Iteration 39Q: 3 clusters Score -8207780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 41860 members 
Entering Unmasked Estep 
Score: -8207783.000000 Penalty: 5317.339844
	Iteration 40F: 3 clusters Score -8207783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 41868 members 
Entering Unmasked Estep 
Score: -8207797.000000 Penalty: 5317.339844
	Iteration 41Q: 3 clusters Score -8207797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 41873 members 
Entering Unmasked Estep 
Score: -8207803.500000 Penalty: 5317.339844
	Iteration 42Q: 3 clusters Score -8207804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 41873 members 
Entering Unmasked Estep 
Score: -8207808.500000 Penalty: 5317.339844
	Iteration 43Q: 3 clusters Score -8207808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -8207811.000000 Penalty: 5317.339844
	Iteration 44Q: 3 clusters Score -8207811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -8207808.500000 Penalty: 5317.339844
	Iteration 45Q: 3 clusters Score -8207808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -8207809.000000 Penalty: 5317.339844
	Iteration 46Q: 3 clusters Score -8207809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -8207805.500000 Penalty: 5317.339844
	Iteration 47Q: 3 clusters Score -8207806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -8207797.500000 Penalty: 5317.339844
	Iteration 48Q: 3 clusters Score -8207798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -8207802.500000 Penalty: 5317.339844
	Iteration 49Q: 3 clusters Score -8207802 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 41868 members 
Entering Unmasked Estep 
Score: -8207800.000000 Penalty: 5317.339844
	Iteration 50Q: 3 clusters Score -8207800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -8207798.500000 Penalty: 5317.339844
	Iteration 51Q: 3 clusters Score -8207798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -8207803.500000 Penalty: 5317.339844
	Iteration 52Q: 3 clusters Score -8207804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -8207803.500000 Penalty: 5317.339844
	Iteration 53F: 3 clusters Score -8207804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Entering Unmasked Estep 
Score: -208246.875000 Penalty: 1752.906616
	Iteration 0F: 2 clusters Score -208246.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -206160.750000 Penalty: 3505.813232
	Iteration 0F: 3 clusters Score -206160.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -206497.281250 Penalty: 3505.813232
	Iteration 1F: 3 clusters Score -206497.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -206604.593750 Penalty: 3505.813232
	Iteration 2F: 3 clusters Score -206604.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -206657.062500 Penalty: 3505.813232
	Iteration 3Q: 3 clusters Score -206657.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -206685.546875 Penalty: 3505.813232
	Iteration 4Q: 3 clusters Score -206685.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -206700.000000 Penalty: 3505.813232
	Iteration 5Q: 3 clusters Score -206700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -206709.343750 Penalty: 3505.813232
	Iteration 6Q: 3 clusters Score -206709.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -206721.218750 Penalty: 3505.813232
	Iteration 7Q: 3 clusters Score -206721.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -206730.562500 Penalty: 3505.813232
	Iteration 8Q: 3 clusters Score -206730.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -206736.250000 Penalty: 3505.813232
	Iteration 9Q: 3 clusters Score -206736.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -206740.125000 Penalty: 3505.813232
	Iteration 10Q: 3 clusters Score -206740.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -206743.046875 Penalty: 3505.813232
	Iteration 11Q: 3 clusters Score -206743 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -206748.062500 Penalty: 3505.813232
	Iteration 12Q: 3 clusters Score -206748.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -206752.515625 Penalty: 3505.813232
	Iteration 13Q: 3 clusters Score -206752.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -206758.734375 Penalty: 3505.813232
	Iteration 14Q: 3 clusters Score -206758.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -206762.031250 Penalty: 3505.813232
	Iteration 15Q: 3 clusters Score -206762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -206765.531250 Penalty: 3505.813232
	Iteration 16Q: 3 clusters Score -206765.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -206774.484375 Penalty: 3505.813232
	Iteration 17Q: 3 clusters Score -206774.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -206783.265625 Penalty: 3505.813232
	Iteration 18Q: 3 clusters Score -206783.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -206786.953125 Penalty: 3505.813232
	Iteration 19Q: 3 clusters Score -206787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -206790.500000 Penalty: 3505.813232
	Iteration 20F: 3 clusters Score -206790.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -206795.140625 Penalty: 3505.813232
	Iteration 21Q: 3 clusters Score -206795.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -206797.937500 Penalty: 3505.813232
	Iteration 22Q: 3 clusters Score -206797.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -206800.265625 Penalty: 3505.813232
	Iteration 23Q: 3 clusters Score -206800.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -206804.593750 Penalty: 3505.813232
	Iteration 24Q: 3 clusters Score -206804.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -206808.421875 Penalty: 3505.813232
	Iteration 25Q: 3 clusters Score -206808.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -206810.750000 Penalty: 3505.813232
	Iteration 26Q: 3 clusters Score -206810.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -206812.078125 Penalty: 3505.813232
	Iteration 27Q: 3 clusters Score -206812.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -206812.812500 Penalty: 3505.813232
	Iteration 28Q: 3 clusters Score -206812.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -206813.734375 Penalty: 3505.813232
	Iteration 29Q: 3 clusters Score -206813.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -206815.062500 Penalty: 3505.813232
	Iteration 30Q: 3 clusters Score -206815.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -206817.062500 Penalty: 3505.813232
	Iteration 31Q: 3 clusters Score -206817.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -206819.968750 Penalty: 3505.813232
	Iteration 32Q: 3 clusters Score -206820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -206824.187500 Penalty: 3505.813232
	Iteration 33Q: 3 clusters Score -206824.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -206827.312500 Penalty: 3505.813232
	Iteration 34Q: 3 clusters Score -206827.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -206830.968750 Penalty: 3505.813232
	Iteration 35Q: 3 clusters Score -206831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -206837.250000 Penalty: 3505.813232
	Iteration 36Q: 3 clusters Score -206837.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -206844.421875 Penalty: 3505.813232
	Iteration 37Q: 3 clusters Score -206844.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -206845.937500 Penalty: 3505.813232
	Iteration 38Q: 3 clusters Score -206845.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -206849.218750 Penalty: 3505.813232
	Iteration 39Q: 3 clusters Score -206849.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -206854.640625 Penalty: 3505.813232
	Iteration 40F: 3 clusters Score -206854.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -206856.531250 Penalty: 3505.813232
	Iteration 41Q: 3 clusters Score -206856.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -206856.531250 Penalty: 3505.813232
	Iteration 42F: 3 clusters Score -206856.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Entering Unmasked Estep 
Score: -7705210.000000 Penalty: 2640.619629
	Iteration 0F: 2 clusters Score -7705210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -7676923.500000 Penalty: 5281.239258
	Iteration 0F: 3 clusters Score -7676924 nChanged 19300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -7687654.000000 Penalty: 5281.239258
	Iteration 1F: 3 clusters Score -7687654 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23115 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -7688185.000000 Penalty: 5281.239258
	Iteration 2Q: 3 clusters Score -7688185 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -7688824.000000 Penalty: 5281.239258
	Iteration 3Q: 3 clusters Score -7688824 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -7689562.500000 Penalty: 5281.239258
	Iteration 4Q: 3 clusters Score -7689562 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -7690743.000000 Penalty: 5281.239258
	Iteration 5F: 3 clusters Score -7690743 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -7692552.500000 Penalty: 5281.239258
	Iteration 6F: 3 clusters Score -7692552 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33447 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -7695179.500000 Penalty: 5281.239258
	Iteration 7F: 3 clusters Score -7695180 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36551 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -7697934.000000 Penalty: 5281.239258
	Iteration 8F: 3 clusters Score -7697934 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -7700171.000000 Penalty: 5281.239258
	Iteration 9F: 3 clusters Score -7700171 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -7701657.500000 Penalty: 5281.239258
	Iteration 10Q: 3 clusters Score -7701658 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -7702355.500000 Penalty: 5281.239258
	Iteration 11Q: 3 clusters Score -7702356 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41635 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7702628.500000 Penalty: 5281.239258
	Iteration 12Q: 3 clusters Score -7702628 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -7702773.500000 Penalty: 5281.239258
	Iteration 13Q: 3 clusters Score -7702774 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -7702835.500000 Penalty: 5281.239258
	Iteration 14Q: 3 clusters Score -7702836 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -7702879.000000 Penalty: 5281.239258
	Iteration 15Q: 3 clusters Score -7702879 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7702917.000000 Penalty: 5281.239258
	Iteration 16Q: 3 clusters Score -7702917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -7702919.500000 Penalty: 5281.239258
	Iteration 17Q: 3 clusters Score -7702920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7702937.500000 Penalty: 5281.239258
	Iteration 18Q: 3 clusters Score -7702938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7702942.000000 Penalty: 5281.239258
	Iteration 19Q: 3 clusters Score -7702942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7702946.000000 Penalty: 5281.239258
	Iteration 20F: 3 clusters Score -7702946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7702951.500000 Penalty: 5281.239258
	Iteration 21Q: 3 clusters Score -7702952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7702953.000000 Penalty: 5281.239258
	Iteration 22Q: 3 clusters Score -7702953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7702958.500000 Penalty: 5281.239258
	Iteration 23Q: 3 clusters Score -7702958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7702953.500000 Penalty: 5281.239258
	Iteration 24Q: 3 clusters Score -7702954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7702953.500000 Penalty: 5281.239258
	Iteration 25F: 3 clusters Score -7702954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -40382.617188 Penalty: 1492.006958
	Iteration 0F: 2 clusters Score -40382.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -39060.453125 Penalty: 2984.013916
	Iteration 0F: 3 clusters Score -39060.45 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -39316.785156 Penalty: 2984.013916
	Iteration 1F: 3 clusters Score -39316.79 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -39498.261719 Penalty: 2984.013916
	Iteration 2F: 3 clusters Score -39498.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -39622.585938 Penalty: 2984.013916
	Iteration 3F: 3 clusters Score -39622.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -39717.542969 Penalty: 2984.013916
	Iteration 4Q: 3 clusters Score -39717.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39835.722656 Penalty: 2984.013916
	Iteration 5Q: 3 clusters Score -39835.72 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -39915.656250 Penalty: 2984.013916
	Iteration 6Q: 3 clusters Score -39915.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -39945.316406 Penalty: 2984.013916
	Iteration 7Q: 3 clusters Score -39945.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -39968.062500 Penalty: 2984.013916
	Iteration 8Q: 3 clusters Score -39968.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39985.410156 Penalty: 2984.013916
	Iteration 9Q: 3 clusters Score -39985.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40001.976562 Penalty: 2984.013916
	Iteration 10Q: 3 clusters Score -40001.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40008.171875 Penalty: 2984.013916
	Iteration 11Q: 3 clusters Score -40008.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40008.171875 Penalty: 2984.013916
	Iteration 12F: 3 clusters Score -40008.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Entering Unmasked Estep 
Score: -212592.703125 Penalty: 1763.857178
	Iteration 0F: 2 clusters Score -212592.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -210505.015625 Penalty: 3527.714355
	Iteration 0F: 3 clusters Score -210505 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -210894.953125 Penalty: 3527.714355
	Iteration 1F: 3 clusters Score -210895 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -211067.812500 Penalty: 3527.714355
	Iteration 2F: 3 clusters Score -211067.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -211160.125000 Penalty: 3527.714355
	Iteration 3Q: 3 clusters Score -211160.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -211217.359375 Penalty: 3527.714355
	Iteration 4Q: 3 clusters Score -211217.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -211275.140625 Penalty: 3527.714355
	Iteration 5Q: 3 clusters Score -211275.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -211400.187500 Penalty: 3527.714355
	Iteration 6Q: 3 clusters Score -211400.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -211511.453125 Penalty: 3527.714355
	Iteration 7Q: 3 clusters Score -211511.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -211596.812500 Penalty: 3527.714355
	Iteration 8Q: 3 clusters Score -211596.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -211662.328125 Penalty: 3527.714355
	Iteration 9Q: 3 clusters Score -211662.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -211713.437500 Penalty: 3527.714355
	Iteration 10Q: 3 clusters Score -211713.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -211743.546875 Penalty: 3527.714355
	Iteration 11Q: 3 clusters Score -211743.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -211757.875000 Penalty: 3527.714355
	Iteration 12Q: 3 clusters Score -211757.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -211768.093750 Penalty: 3527.714355
	Iteration 13Q: 3 clusters Score -211768.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -211778.671875 Penalty: 3527.714355
	Iteration 14Q: 3 clusters Score -211778.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -211782.109375 Penalty: 3527.714355
	Iteration 15Q: 3 clusters Score -211782.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -211789.234375 Penalty: 3527.714355
	Iteration 16Q: 3 clusters Score -211789.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -211808.828125 Penalty: 3527.714355
	Iteration 17Q: 3 clusters Score -211808.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -211835.015625 Penalty: 3527.714355
	Iteration 18Q: 3 clusters Score -211835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -211853.390625 Penalty: 3527.714355
	Iteration 19Q: 3 clusters Score -211853.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -211858.546875 Penalty: 3527.714355
	Iteration 20F: 3 clusters Score -211858.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -211867.687500 Penalty: 3527.714355
	Iteration 21Q: 3 clusters Score -211867.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -211875.093750 Penalty: 3527.714355
	Iteration 22Q: 3 clusters Score -211875.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -211875.093750 Penalty: 3527.714355
	Iteration 23F: 3 clusters Score -211875.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (42344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42344 members 
Entering Unmasked Estep 
Score: -7719253.000000 Penalty: 2642.088135
	Iteration 0F: 2 clusters Score -7719253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -7690834.000000 Penalty: 5284.176270
	Iteration 0F: 3 clusters Score -7690834 nChanged 19388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -7701597.000000 Penalty: 5284.176270
	Iteration 1F: 3 clusters Score -7701597 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -7702221.500000 Penalty: 5284.176270
	Iteration 2Q: 3 clusters Score -7702222 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -7703007.000000 Penalty: 5284.176270
	Iteration 3Q: 3 clusters Score -7703007 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -7703989.500000 Penalty: 5284.176270
	Iteration 4Q: 3 clusters Score -7703990 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -7705284.000000 Penalty: 5284.176270
	Iteration 5F: 3 clusters Score -7705284 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22401 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -7706948.500000 Penalty: 5284.176270
	Iteration 6F: 3 clusters Score -7706948 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -7708818.000000 Penalty: 5284.176270
	Iteration 7F: 3 clusters Score -7708818 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -7710643.500000 Penalty: 5284.176270
	Iteration 8F: 3 clusters Score -7710644 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -7711886.500000 Penalty: 5284.176270
	Iteration 9F: 3 clusters Score -7711886 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -7712495.000000 Penalty: 5284.176270
	Iteration 10Q: 3 clusters Score -7712495 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -7712750.500000 Penalty: 5284.176270
	Iteration 11Q: 3 clusters Score -7712750 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -7712970.500000 Penalty: 5284.176270
	Iteration 12Q: 3 clusters Score -7712970 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -7713245.000000 Penalty: 5284.176270
	Iteration 13Q: 3 clusters Score -7713245 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -7713503.000000 Penalty: 5284.176270
	Iteration 14Q: 3 clusters Score -7713503 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -7713783.500000 Penalty: 5284.176270
	Iteration 15Q: 3 clusters Score -7713784 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -7714026.000000 Penalty: 5284.176270
	Iteration 16Q: 3 clusters Score -7714026 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29849 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -7714287.500000 Penalty: 5284.176270
	Iteration 17Q: 3 clusters Score -7714288 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -7714523.500000 Penalty: 5284.176270
	Iteration 18Q: 3 clusters Score -7714524 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -7714796.000000 Penalty: 5284.176270
	Iteration 19Q: 3 clusters Score -7714796 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31727 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -7714988.500000 Penalty: 5284.176270
	Iteration 20F: 3 clusters Score -7714988 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -7715211.000000 Penalty: 5284.176270
	Iteration 21Q: 3 clusters Score -7715211 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -7715433.000000 Penalty: 5284.176270
	Iteration 22Q: 3 clusters Score -7715433 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33434 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -7715620.000000 Penalty: 5284.176270
	Iteration 23Q: 3 clusters Score -7715620 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -7715778.000000 Penalty: 5284.176270
	Iteration 24Q: 3 clusters Score -7715778 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34450 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -7715914.500000 Penalty: 5284.176270
	Iteration 25Q: 3 clusters Score -7715914 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -7716071.000000 Penalty: 5284.176270
	Iteration 26Q: 3 clusters Score -7716071 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -7716163.000000 Penalty: 5284.176270
	Iteration 27Q: 3 clusters Score -7716163 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -7716227.500000 Penalty: 5284.176270
	Iteration 28Q: 3 clusters Score -7716228 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -7716336.500000 Penalty: 5284.176270
	Iteration 29Q: 3 clusters Score -7716336 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -7716430.000000 Penalty: 5284.176270
	Iteration 30Q: 3 clusters Score -7716430 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -7716500.500000 Penalty: 5284.176270
	Iteration 31Q: 3 clusters Score -7716500 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -7716585.000000 Penalty: 5284.176270
	Iteration 32Q: 3 clusters Score -7716585 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -7716645.000000 Penalty: 5284.176270
	Iteration 33Q: 3 clusters Score -7716645 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37397 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -7716694.500000 Penalty: 5284.176270
	Iteration 34Q: 3 clusters Score -7716694 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -7716737.500000 Penalty: 5284.176270
	Iteration 35Q: 3 clusters Score -7716738 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -7716811.000000 Penalty: 5284.176270
	Iteration 36Q: 3 clusters Score -7716811 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38141 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -7716889.000000 Penalty: 5284.176270
	Iteration 37Q: 3 clusters Score -7716889 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38347 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -7716944.000000 Penalty: 5284.176270
	Iteration 38Q: 3 clusters Score -7716944 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38542 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -7716986.500000 Penalty: 5284.176270
	Iteration 39Q: 3 clusters Score -7716986 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -7717026.500000 Penalty: 5284.176270
	Iteration 40F: 3 clusters Score -7717026 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -7717074.000000 Penalty: 5284.176270
	Iteration 41Q: 3 clusters Score -7717074 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -7717097.000000 Penalty: 5284.176270
	Iteration 42Q: 3 clusters Score -7717097 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -7717135.500000 Penalty: 5284.176270
	Iteration 43Q: 3 clusters Score -7717136 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -7717153.500000 Penalty: 5284.176270
	Iteration 44Q: 3 clusters Score -7717154 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39353 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -7717151.000000 Penalty: 5284.176270
	Iteration 45Q: 3 clusters Score -7717151 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -7717167.000000 Penalty: 5284.176270
	Iteration 46Q: 3 clusters Score -7717167 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -7717198.500000 Penalty: 5284.176270
	Iteration 47Q: 3 clusters Score -7717198 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -7717213.000000 Penalty: 5284.176270
	Iteration 48Q: 3 clusters Score -7717213 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -7717229.000000 Penalty: 5284.176270
	Iteration 49Q: 3 clusters Score -7717229 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39766 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -7717241.500000 Penalty: 5284.176270
	Iteration 50Q: 3 clusters Score -7717242 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -7717260.000000 Penalty: 5284.176270
	Iteration 51Q: 3 clusters Score -7717260 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -7717262.500000 Penalty: 5284.176270
	Iteration 52Q: 3 clusters Score -7717262 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -7717284.500000 Penalty: 5284.176270
	Iteration 53Q: 3 clusters Score -7717284 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -7717293.000000 Penalty: 5284.176270
	Iteration 54Q: 3 clusters Score -7717293 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40088 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -7717300.000000 Penalty: 5284.176270
	Iteration 55Q: 3 clusters Score -7717300 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -7717322.000000 Penalty: 5284.176270
	Iteration 56Q: 3 clusters Score -7717322 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -7717313.500000 Penalty: 5284.176270
	Iteration 57Q: 3 clusters Score -7717314 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40247 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -7717324.500000 Penalty: 5284.176270
	Iteration 58Q: 3 clusters Score -7717324 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -7717334.000000 Penalty: 5284.176270
	Iteration 59Q: 3 clusters Score -7717334 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -7717341.000000 Penalty: 5284.176270
	Iteration 60F: 3 clusters Score -7717341 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -7717344.000000 Penalty: 5284.176270
	Iteration 61Q: 3 clusters Score -7717344 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -7717355.000000 Penalty: 5284.176270
	Iteration 62Q: 3 clusters Score -7717355 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -7717357.000000 Penalty: 5284.176270
	Iteration 63Q: 3 clusters Score -7717357 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -7717359.000000 Penalty: 5284.176270
	Iteration 64Q: 3 clusters Score -7717359 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -7717369.500000 Penalty: 5284.176270
	Iteration 65Q: 3 clusters Score -7717370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -7717370.000000 Penalty: 5284.176270
	Iteration 66Q: 3 clusters Score -7717370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -7717381.500000 Penalty: 5284.176270
	Iteration 67Q: 3 clusters Score -7717382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -7717394.500000 Penalty: 5284.176270
	Iteration 68Q: 3 clusters Score -7717394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -7717393.000000 Penalty: 5284.176270
	Iteration 69Q: 3 clusters Score -7717393 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -7717384.500000 Penalty: 5284.176270
	Iteration 70Q: 3 clusters Score -7717384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -7717382.000000 Penalty: 5284.176270
	Iteration 71Q: 3 clusters Score -7717382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -7717386.000000 Penalty: 5284.176270
	Iteration 72Q: 3 clusters Score -7717386 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -7717386.500000 Penalty: 5284.176270
	Iteration 73Q: 3 clusters Score -7717386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40660 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -7717395.000000 Penalty: 5284.176270
	Iteration 74Q: 3 clusters Score -7717395 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -7717392.000000 Penalty: 5284.176270
	Iteration 75Q: 3 clusters Score -7717392 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -7717395.500000 Penalty: 5284.176270
	Iteration 76Q: 3 clusters Score -7717396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -7717399.000000 Penalty: 5284.176270
	Iteration 77Q: 3 clusters Score -7717399 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -7717403.500000 Penalty: 5284.176270
	Iteration 78Q: 3 clusters Score -7717404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -7717398.000000 Penalty: 5284.176270
	Iteration 79Q: 3 clusters Score -7717398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -7717414.000000 Penalty: 5284.176270
	Iteration 80F: 3 clusters Score -7717414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -7717415.000000 Penalty: 5284.176270
	Iteration 81Q: 3 clusters Score -7717415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -7717423.500000 Penalty: 5284.176270
	Iteration 82Q: 3 clusters Score -7717424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -7717418.500000 Penalty: 5284.176270
	Iteration 83Q: 3 clusters Score -7717418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -7717428.500000 Penalty: 5284.176270
	Iteration 84Q: 3 clusters Score -7717428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -7717424.000000 Penalty: 5284.176270
	Iteration 85Q: 3 clusters Score -7717424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -7717429.000000 Penalty: 5284.176270
	Iteration 86Q: 3 clusters Score -7717429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -7717431.000000 Penalty: 5284.176270
	Iteration 87Q: 3 clusters Score -7717431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -7717431.000000 Penalty: 5284.176270
	Iteration 88Q: 3 clusters Score -7717431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -7717447.500000 Penalty: 5284.176270
	Iteration 89Q: 3 clusters Score -7717448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -7717439.000000 Penalty: 5284.176270
	Iteration 90Q: 3 clusters Score -7717439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40901 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -7717441.500000 Penalty: 5284.176270
	Iteration 91Q: 3 clusters Score -7717442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -7717440.000000 Penalty: 5284.176270
	Iteration 92Q: 3 clusters Score -7717440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40911 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -7717435.500000 Penalty: 5284.176270
	Iteration 93Q: 3 clusters Score -7717436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -7717431.500000 Penalty: 5284.176270
	Iteration 94Q: 3 clusters Score -7717432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40930 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -7717435.000000 Penalty: 5284.176270
	Iteration 95Q: 3 clusters Score -7717435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -7717438.500000 Penalty: 5284.176270
	Iteration 96Q: 3 clusters Score -7717438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40944 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -7717440.000000 Penalty: 5284.176270
	Iteration 97Q: 3 clusters Score -7717440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -7717442.500000 Penalty: 5284.176270
	Iteration 98Q: 3 clusters Score -7717442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40957 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -7717447.000000 Penalty: 5284.176270
	Iteration 99Q: 3 clusters Score -7717447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -7717440.000000 Penalty: 5284.176270
	Iteration 100F: 3 clusters Score -7717440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -7717441.500000 Penalty: 5284.176270
	Iteration 101Q: 3 clusters Score -7717442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -7717441.500000 Penalty: 5284.176270
	Iteration 102F: 3 clusters Score -7717442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Entering Unmasked Estep 
Score: -173251.281250 Penalty: 1737.210693
	Iteration 0F: 2 clusters Score -173251.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -171271.156250 Penalty: 3474.421387
	Iteration 0F: 3 clusters Score -171271.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -171776.250000 Penalty: 3474.421387
	Iteration 1F: 3 clusters Score -171776.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -171979.625000 Penalty: 3474.421387
	Iteration 2F: 3 clusters Score -171979.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -172073.296875 Penalty: 3474.421387
	Iteration 3F: 3 clusters Score -172073.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -172147.500000 Penalty: 3474.421387
	Iteration 4Q: 3 clusters Score -172147.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -172172.953125 Penalty: 3474.421387
	Iteration 5Q: 3 clusters Score -172173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -172191.703125 Penalty: 3474.421387
	Iteration 6Q: 3 clusters Score -172191.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -172213.078125 Penalty: 3474.421387
	Iteration 7Q: 3 clusters Score -172213.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -172236.125000 Penalty: 3474.421387
	Iteration 8Q: 3 clusters Score -172236.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -172253.921875 Penalty: 3474.421387
	Iteration 9Q: 3 clusters Score -172253.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -172265.031250 Penalty: 3474.421387
	Iteration 10Q: 3 clusters Score -172265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -172274.156250 Penalty: 3474.421387
	Iteration 11Q: 3 clusters Score -172274.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -172284.281250 Penalty: 3474.421387
	Iteration 12Q: 3 clusters Score -172284.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -172288.875000 Penalty: 3474.421387
	Iteration 13Q: 3 clusters Score -172288.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -172291.093750 Penalty: 3474.421387
	Iteration 14Q: 3 clusters Score -172291.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -172291.093750 Penalty: 3474.421387
	Iteration 15F: 3 clusters Score -172291.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46978 members 
Entering Unmasked Estep 
Score: -8698671.000000 Penalty: 2667.843750
	Iteration 0F: 2 clusters Score -8698671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -8669920.000000 Penalty: 5335.687500
	Iteration 0F: 3 clusters Score -8669920 nChanged 21463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -8681961.000000 Penalty: 5335.687500
	Iteration 1F: 3 clusters Score -8681961 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -8682518.000000 Penalty: 5335.687500
	Iteration 2Q: 3 clusters Score -8682518 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -8683050.000000 Penalty: 5335.687500
	Iteration 3Q: 3 clusters Score -8683050 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -8683686.000000 Penalty: 5335.687500
	Iteration 4Q: 3 clusters Score -8683686 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -8684534.000000 Penalty: 5335.687500
	Iteration 5Q: 3 clusters Score -8684534 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -8685856.000000 Penalty: 5335.687500
	Iteration 6F: 3 clusters Score -8685856 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -8687766.000000 Penalty: 5335.687500
	Iteration 7F: 3 clusters Score -8687766 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -8690166.000000 Penalty: 5335.687500
	Iteration 8F: 3 clusters Score -8690166 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -8692615.000000 Penalty: 5335.687500
	Iteration 9F: 3 clusters Score -8692615 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42755 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -8694680.000000 Penalty: 5335.687500
	Iteration 10F: 3 clusters Score -8694680 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44705 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -8695630.000000 Penalty: 5335.687500
	Iteration 11Q: 3 clusters Score -8695630 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45879 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -8696040.000000 Penalty: 5335.687500
	Iteration 12Q: 3 clusters Score -8696040 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46337 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -8696223.000000 Penalty: 5335.687500
	Iteration 13Q: 3 clusters Score -8696223 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46511 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8696291.000000 Penalty: 5335.687500
	Iteration 14Q: 3 clusters Score -8696291 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46586 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8696348.000000 Penalty: 5335.687500
	Iteration 15Q: 3 clusters Score -8696348 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46623 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8696379.000000 Penalty: 5335.687500
	Iteration 16Q: 3 clusters Score -8696379 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46643 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -8696377.000000 Penalty: 5335.687500
	Iteration 17Q: 3 clusters Score -8696377 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46655 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8696396.000000 Penalty: 5335.687500
	Iteration 18Q: 3 clusters Score -8696396 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46658 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8696410.000000 Penalty: 5335.687500
	Iteration 19Q: 3 clusters Score -8696410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46660 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -8696411.000000 Penalty: 5335.687500
	Iteration 20F: 3 clusters Score -8696411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46670 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8696433.000000 Penalty: 5335.687500
	Iteration 21Q: 3 clusters Score -8696433 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46681 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8696430.000000 Penalty: 5335.687500
	Iteration 22Q: 3 clusters Score -8696430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46683 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8696428.000000 Penalty: 5335.687500
	Iteration 23Q: 3 clusters Score -8696428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46685 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8696428.000000 Penalty: 5335.687500
	Iteration 24Q: 3 clusters Score -8696428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46688 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8696438.000000 Penalty: 5335.687500
	Iteration 25Q: 3 clusters Score -8696438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46688 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8696434.000000 Penalty: 5335.687500
	Iteration 26Q: 3 clusters Score -8696434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46689 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -8696434.000000 Penalty: 5335.687500
	Iteration 27Q: 3 clusters Score -8696434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46688 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8696438.000000 Penalty: 5335.687500
	Iteration 28Q: 3 clusters Score -8696438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46688 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8696438.000000 Penalty: 5335.687500
	Iteration 29F: 3 clusters Score -8696438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -15706.192383 Penalty: 1338.744385
	Iteration 0F: 2 clusters Score -15706.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14662.826172 Penalty: 2677.488770
	Iteration 0F: 3 clusters Score -14662.83 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -14807.109375 Penalty: 2677.488770
	Iteration 1F: 3 clusters Score -14807.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -14859.143555 Penalty: 2677.488770
	Iteration 2F: 3 clusters Score -14859.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14892.713867 Penalty: 2677.488770
	Iteration 3Q: 3 clusters Score -14892.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14908.972656 Penalty: 2677.488770
	Iteration 4Q: 3 clusters Score -14908.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14908.972656 Penalty: 2677.488770
	Iteration 5F: 3 clusters Score -14908.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Entering Unmasked Estep 
Score: -120273.570312 Penalty: 1626.433105
	Iteration 0F: 2 clusters Score -120273.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -118609.156250 Penalty: 3252.866211
	Iteration 0F: 3 clusters Score -118609.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -118890.203125 Penalty: 3252.866211
	Iteration 1F: 3 clusters Score -118890.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -118998.664062 Penalty: 3252.866211
	Iteration 2F: 3 clusters Score -118998.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -119069.765625 Penalty: 3252.866211
	Iteration 3Q: 3 clusters Score -119069.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -119171.250000 Penalty: 3252.866211
	Iteration 4Q: 3 clusters Score -119171.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -119211.226562 Penalty: 3252.866211
	Iteration 5Q: 3 clusters Score -119211.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -119253.351562 Penalty: 3252.866211
	Iteration 6Q: 3 clusters Score -119253.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -119289.757812 Penalty: 3252.866211
	Iteration 7Q: 3 clusters Score -119289.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -119367.976562 Penalty: 3252.866211
	Iteration 8Q: 3 clusters Score -119368 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -119433.609375 Penalty: 3252.866211
	Iteration 9Q: 3 clusters Score -119433.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -119469.875000 Penalty: 3252.866211
	Iteration 10Q: 3 clusters Score -119469.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -119524.882812 Penalty: 3252.866211
	Iteration 11Q: 3 clusters Score -119524.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -119591.750000 Penalty: 3252.866211
	Iteration 12Q: 3 clusters Score -119591.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -119654.109375 Penalty: 3252.866211
	Iteration 13Q: 3 clusters Score -119654.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -119707.351562 Penalty: 3252.866211
	Iteration 14Q: 3 clusters Score -119707.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -119738.640625 Penalty: 3252.866211
	Iteration 15Q: 3 clusters Score -119738.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -119746.000000 Penalty: 3252.866211
	Iteration 16Q: 3 clusters Score -119746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -119753.773438 Penalty: 3252.866211
	Iteration 17Q: 3 clusters Score -119753.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -119753.882812 Penalty: 3252.866211
	Iteration 18F: 3 clusters Score -119753.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -119756.882812 Penalty: 3252.866211
	Iteration 19Q: 3 clusters Score -119756.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -119764.554688 Penalty: 3252.866211
	Iteration 20F: 3 clusters Score -119764.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -119771.000000 Penalty: 3252.866211
	Iteration 21Q: 3 clusters Score -119771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -119771.000000 Penalty: 3252.866211
	Iteration 22F: 3 clusters Score -119771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44589 members 
Entering Unmasked Estep 
Score: -8134925.500000 Penalty: 2654.900146
	Iteration 0F: 2 clusters Score -8134926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -8105507.500000 Penalty: 5309.800293
	Iteration 0F: 3 clusters Score -8105508 nChanged 20378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -8117304.000000 Penalty: 5309.800293
	Iteration 1F: 3 clusters Score -8117304 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -8118572.000000 Penalty: 5309.800293
	Iteration 2F: 3 clusters Score -8118572 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -8120693.500000 Penalty: 5309.800293
	Iteration 3F: 3 clusters Score -8120694 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -8123795.000000 Penalty: 5309.800293
	Iteration 4F: 3 clusters Score -8123795 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -8127240.500000 Penalty: 5309.800293
	Iteration 5F: 3 clusters Score -8127240 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -8130147.500000 Penalty: 5309.800293
	Iteration 6F: 3 clusters Score -8130148 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -8131762.500000 Penalty: 5309.800293
	Iteration 7F: 3 clusters Score -8131762 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -8132784.000000 Penalty: 5309.800293
	Iteration 8Q: 3 clusters Score -8132784 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -8133465.500000 Penalty: 5309.800293
	Iteration 9Q: 3 clusters Score -8133466 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -8133957.500000 Penalty: 5309.800293
	Iteration 10Q: 3 clusters Score -8133958 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -8134330.500000 Penalty: 5309.800293
	Iteration 11Q: 3 clusters Score -8134330 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33305 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -8134646.500000 Penalty: 5309.800293
	Iteration 12Q: 3 clusters Score -8134646 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -8134825.000000 Penalty: 5309.800293
	Iteration 13Q: 3 clusters Score -8134825 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -8134971.000000 Penalty: 5309.800293
	Iteration 14Q: 3 clusters Score -8134971 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -8135037.000000 Penalty: 5309.800293
	Iteration 15Q: 3 clusters Score -8135037 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -8135049.000000 Penalty: 5309.800293
	Iteration 16Q: 3 clusters Score -8135049 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34287 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -8135070.000000 Penalty: 5309.800293
	Iteration 17Q: 3 clusters Score -8135070 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -8135119.000000 Penalty: 5309.800293
	Iteration 18Q: 3 clusters Score -8135119 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -8135131.000000 Penalty: 5309.800293
	Iteration 19Q: 3 clusters Score -8135131 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -8135156.500000 Penalty: 5309.800293
	Iteration 20F: 3 clusters Score -8135156 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -8135185.000000 Penalty: 5309.800293
	Iteration 21Q: 3 clusters Score -8135185 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -8135202.500000 Penalty: 5309.800293
	Iteration 22Q: 3 clusters Score -8135202 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -8135192.000000 Penalty: 5309.800293
	Iteration 23Q: 3 clusters Score -8135192 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -8135191.500000 Penalty: 5309.800293
	Iteration 24Q: 3 clusters Score -8135192 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -8135193.500000 Penalty: 5309.800293
	Iteration 25Q: 3 clusters Score -8135194 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -8135196.500000 Penalty: 5309.800293
	Iteration 26Q: 3 clusters Score -8135196 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -8135205.000000 Penalty: 5309.800293
	Iteration 27Q: 3 clusters Score -8135205 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -8135204.500000 Penalty: 5309.800293
	Iteration 28Q: 3 clusters Score -8135204 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -8135216.500000 Penalty: 5309.800293
	Iteration 29Q: 3 clusters Score -8135216 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -8135220.500000 Penalty: 5309.800293
	Iteration 30Q: 3 clusters Score -8135220 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -8135232.000000 Penalty: 5309.800293
	Iteration 31Q: 3 clusters Score -8135232 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -8135231.000000 Penalty: 5309.800293
	Iteration 32Q: 3 clusters Score -8135231 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -8135234.000000 Penalty: 5309.800293
	Iteration 33Q: 3 clusters Score -8135234 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -8135245.000000 Penalty: 5309.800293
	Iteration 34Q: 3 clusters Score -8135245 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -8135242.500000 Penalty: 5309.800293
	Iteration 35Q: 3 clusters Score -8135242 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35510 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -8135257.500000 Penalty: 5309.800293
	Iteration 36Q: 3 clusters Score -8135258 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -8135263.500000 Penalty: 5309.800293
	Iteration 37Q: 3 clusters Score -8135264 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35584 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -8135271.000000 Penalty: 5309.800293
	Iteration 38Q: 3 clusters Score -8135271 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -8135264.500000 Penalty: 5309.800293
	Iteration 39Q: 3 clusters Score -8135264 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -8135265.500000 Penalty: 5309.800293
	Iteration 40F: 3 clusters Score -8135266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35662 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -8135259.000000 Penalty: 5309.800293
	Iteration 41Q: 3 clusters Score -8135259 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -8135275.000000 Penalty: 5309.800293
	Iteration 42Q: 3 clusters Score -8135275 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35718 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -8135273.500000 Penalty: 5309.800293
	Iteration 43Q: 3 clusters Score -8135274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35745 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -8135269.000000 Penalty: 5309.800293
	Iteration 44Q: 3 clusters Score -8135269 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35770 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -8135290.000000 Penalty: 5309.800293
	Iteration 45Q: 3 clusters Score -8135290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -8135286.000000 Penalty: 5309.800293
	Iteration 46Q: 3 clusters Score -8135286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -8135281.500000 Penalty: 5309.800293
	Iteration 47Q: 3 clusters Score -8135282 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35842 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -8135290.000000 Penalty: 5309.800293
	Iteration 48Q: 3 clusters Score -8135290 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -8135295.000000 Penalty: 5309.800293
	Iteration 49Q: 3 clusters Score -8135295 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -8135295.000000 Penalty: 5309.800293
	Iteration 50Q: 3 clusters Score -8135295 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35919 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -8135303.500000 Penalty: 5309.800293
	Iteration 51Q: 3 clusters Score -8135304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35937 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -8135282.000000 Penalty: 5309.800293
	Iteration 52Q: 3 clusters Score -8135282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -8135285.000000 Penalty: 5309.800293
	Iteration 53Q: 3 clusters Score -8135285 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -8135295.500000 Penalty: 5309.800293
	Iteration 54Q: 3 clusters Score -8135296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -8135295.500000 Penalty: 5309.800293
	Iteration 55Q: 3 clusters Score -8135296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -8135303.500000 Penalty: 5309.800293
	Iteration 56Q: 3 clusters Score -8135304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -8135305.500000 Penalty: 5309.800293
	Iteration 57Q: 3 clusters Score -8135306 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -8135326.500000 Penalty: 5309.800293
	Iteration 58Q: 3 clusters Score -8135326 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -8135325.500000 Penalty: 5309.800293
	Iteration 59Q: 3 clusters Score -8135326 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -8135316.000000 Penalty: 5309.800293
	Iteration 60F: 3 clusters Score -8135316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36215 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -8135322.000000 Penalty: 5309.800293
	Iteration 61Q: 3 clusters Score -8135322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -8135335.500000 Penalty: 5309.800293
	Iteration 62Q: 3 clusters Score -8135336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -8135326.500000 Penalty: 5309.800293
	Iteration 63Q: 3 clusters Score -8135326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -8135319.500000 Penalty: 5309.800293
	Iteration 64Q: 3 clusters Score -8135320 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -8135322.500000 Penalty: 5309.800293
	Iteration 65Q: 3 clusters Score -8135322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -8135312.500000 Penalty: 5309.800293
	Iteration 66Q: 3 clusters Score -8135312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -8135312.500000 Penalty: 5309.800293
	Iteration 67Q: 3 clusters Score -8135312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -8135314.500000 Penalty: 5309.800293
	Iteration 68Q: 3 clusters Score -8135314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -8135306.000000 Penalty: 5309.800293
	Iteration 69Q: 3 clusters Score -8135306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -8135314.000000 Penalty: 5309.800293
	Iteration 70Q: 3 clusters Score -8135314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36420 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -8135311.500000 Penalty: 5309.800293
	Iteration 71Q: 3 clusters Score -8135312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36432 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -8135317.000000 Penalty: 5309.800293
	Iteration 72Q: 3 clusters Score -8135317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36443 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -8135312.000000 Penalty: 5309.800293
	Iteration 73Q: 3 clusters Score -8135312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -8135326.000000 Penalty: 5309.800293
	Iteration 74Q: 3 clusters Score -8135326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36461 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -8135322.500000 Penalty: 5309.800293
	Iteration 75Q: 3 clusters Score -8135322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -8135316.000000 Penalty: 5309.800293
	Iteration 76Q: 3 clusters Score -8135316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -8135314.000000 Penalty: 5309.800293
	Iteration 77Q: 3 clusters Score -8135314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -8135312.000000 Penalty: 5309.800293
	Iteration 78Q: 3 clusters Score -8135312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -8135313.000000 Penalty: 5309.800293
	Iteration 79Q: 3 clusters Score -8135313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -8135322.000000 Penalty: 5309.800293
	Iteration 80F: 3 clusters Score -8135322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36502 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -8135320.000000 Penalty: 5309.800293
	Iteration 81Q: 3 clusters Score -8135320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -8135311.500000 Penalty: 5309.800293
	Iteration 82Q: 3 clusters Score -8135312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36507 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -8135310.500000 Penalty: 5309.800293
	Iteration 83Q: 3 clusters Score -8135310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -8135309.500000 Penalty: 5309.800293
	Iteration 84Q: 3 clusters Score -8135310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36515 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -8135316.500000 Penalty: 5309.800293
	Iteration 85Q: 3 clusters Score -8135316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -8135312.000000 Penalty: 5309.800293
	Iteration 86Q: 3 clusters Score -8135312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -8135310.000000 Penalty: 5309.800293
	Iteration 87Q: 3 clusters Score -8135310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -8135307.000000 Penalty: 5309.800293
	Iteration 88Q: 3 clusters Score -8135307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36529 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -8135311.500000 Penalty: 5309.800293
	Iteration 89Q: 3 clusters Score -8135312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36529 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -8135311.500000 Penalty: 5309.800293
	Iteration 90F: 3 clusters Score -8135312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 43203 members 
Mstep: Class 2 contains 42050 members 
Mstep: Class 3 contains 43096 members 
Mstep: Class 4 contains 45567 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25734 members 
Mstep: Class 7 contains 48717 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 46250 members 
Mstep: Class 10 contains 42511 members 
Mstep: Class 11 contains 45272 members 
Mstep: Class 12 contains 1174 members 
Mstep: Class 13 contains 42094 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1227 members 
Mstep: Class 16 contains 42344 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 46978 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 36529 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50649 members 
Mstep: Class 24 contains 613 members 
Mstep: Class 25 contains 8060 members 
Entering Unmasked Estep 
Score: -111231056.000000 Penalty: 82671.179688
Splitting cluster 21 changes total score from -111231072.000000 to -111231056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -102341.140625 Penalty: 1640.119263
	Iteration 0F: 2 clusters Score -102341.1 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 354 members 
Entering Unmasked Estep 
Score: -100648.351562 Penalty: 3280.238525
	Iteration 0F: 3 clusters Score -100648.4 nChanged 189
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: -101148.585938 Penalty: 3280.238525
	Iteration 1F: 3 clusters Score -101148.6 nChanged 67
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: -101381.476562 Penalty: 3280.238525
	Iteration 2F: 3 clusters Score -101381.5 nChanged 57
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: -101577.390625 Penalty: 3280.238525
	Iteration 3F: 3 clusters Score -101577.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -101740.882812 Penalty: 3280.238525
	Iteration 4Q: 3 clusters Score -101740.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -101890.507812 Penalty: 3280.238525
	Iteration 5Q: 3 clusters Score -101890.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -102066.296875 Penalty: 3280.238525
	Iteration 6Q: 3 clusters Score -102066.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -102274.507812 Penalty: 3280.238525
	Iteration 7Q: 3 clusters Score -102274.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -102368.296875 Penalty: 3280.238525
	Iteration 8Q: 3 clusters Score -102368.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -102401.351562 Penalty: 3280.238525
	Iteration 9Q: 3 clusters Score -102401.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -102418.421875 Penalty: 3280.238525
	Iteration 10Q: 3 clusters Score -102418.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -102420.953125 Penalty: 3280.238525
	Iteration 11Q: 3 clusters Score -102421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -102429.507812 Penalty: 3280.238525
	Iteration 12Q: 3 clusters Score -102429.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -102431.179688 Penalty: 3280.238525
	Iteration 13Q: 3 clusters Score -102431.2 nChanged 1
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: -102433.687500 Penalty: 3280.238525
	Iteration 14Q: 3 clusters Score -102433.7 nChanged 0
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: -102438.101562 Penalty: 3280.238525
	Iteration 15F: 3 clusters Score -102438.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -102457.171875 Penalty: 3280.238525
	Iteration 16Q: 3 clusters Score -102457.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -102463.882812 Penalty: 3280.238525
	Iteration 17Q: 3 clusters Score -102463.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -102470.953125 Penalty: 3280.238525
	Iteration 18Q: 3 clusters Score -102471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -102470.953125 Penalty: 3280.238525
	Iteration 19F: 3 clusters Score -102471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 43203 members 
Mstep: Class 2 contains 42050 members 
Mstep: Class 3 contains 43096 members 
Mstep: Class 4 contains 45567 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25734 members 
Mstep: Class 7 contains 48717 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 46250 members 
Mstep: Class 10 contains 42511 members 
Mstep: Class 11 contains 45272 members 
Mstep: Class 12 contains 1174 members 
Mstep: Class 13 contains 42094 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1227 members 
Mstep: Class 16 contains 42344 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 46978 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 44589 members 
Mstep: Class 22 contains 299 members 
Mstep: Class 23 contains 50649 members 
Mstep: Class 24 contains 613 members 
Mstep: Class 25 contains 446 members 
Entering Unmasked Estep 
Score: -111229960.000000 Penalty: 82671.179688
Splitting cluster 22 changes total score from -111231072.000000 to -111229960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (50649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50649 members 
Entering Unmasked Estep 
Score: -9311555.000000 Penalty: 2686.503418
	Iteration 0F: 2 clusters Score -9311555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -9280457.000000 Penalty: 5373.006836
	Iteration 0F: 3 clusters Score -9280457 nChanged 23453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -9293837.000000 Penalty: 5373.006836
	Iteration 1F: 3 clusters Score -9293837 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 23051 members 
Entering Unmasked Estep 
Score: -9294579.000000 Penalty: 5373.006836
	Iteration 2Q: 3 clusters Score -9294579 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28998 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -9295454.000000 Penalty: 5373.006836
	Iteration 3Q: 3 clusters Score -9295454 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -9296482.000000 Penalty: 5373.006836
	Iteration 4Q: 3 clusters Score -9296482 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -9298043.000000 Penalty: 5373.006836
	Iteration 5F: 3 clusters Score -9298043 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -9300395.000000 Penalty: 5373.006836
	Iteration 6F: 3 clusters Score -9300395 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -9303250.000000 Penalty: 5373.006836
	Iteration 7F: 3 clusters Score -9303250 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -9305985.000000 Penalty: 5373.006836
	Iteration 8F: 3 clusters Score -9305985 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46732 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -9307567.000000 Penalty: 5373.006836
	Iteration 9F: 3 clusters Score -9307567 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48545 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -9308386.000000 Penalty: 5373.006836
	Iteration 10Q: 3 clusters Score -9308386 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49488 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -9308737.000000 Penalty: 5373.006836
	Iteration 11Q: 3 clusters Score -9308737 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49903 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -9308963.000000 Penalty: 5373.006836
	Iteration 12Q: 3 clusters Score -9308963 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50089 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -9309083.000000 Penalty: 5373.006836
	Iteration 13Q: 3 clusters Score -9309083 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50162 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -9309145.000000 Penalty: 5373.006836
	Iteration 14Q: 3 clusters Score -9309145 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50200 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -9309179.000000 Penalty: 5373.006836
	Iteration 15Q: 3 clusters Score -9309179 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50227 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9309199.000000 Penalty: 5373.006836
	Iteration 16Q: 3 clusters Score -9309199 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50246 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -9309213.000000 Penalty: 5373.006836
	Iteration 17Q: 3 clusters Score -9309213 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50262 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9309222.000000 Penalty: 5373.006836
	Iteration 18Q: 3 clusters Score -9309222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9309247.000000 Penalty: 5373.006836
	Iteration 19Q: 3 clusters Score -9309247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50286 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -9309256.000000 Penalty: 5373.006836
	Iteration 20F: 3 clusters Score -9309256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50296 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -9309259.000000 Penalty: 5373.006836
	Iteration 21Q: 3 clusters Score -9309259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50301 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -9309265.000000 Penalty: 5373.006836
	Iteration 22Q: 3 clusters Score -9309265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50303 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -9309259.000000 Penalty: 5373.006836
	Iteration 23Q: 3 clusters Score -9309259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50304 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9309266.000000 Penalty: 5373.006836
	Iteration 24Q: 3 clusters Score -9309266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50310 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9309284.000000 Penalty: 5373.006836
	Iteration 25Q: 3 clusters Score -9309284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50310 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9309297.000000 Penalty: 5373.006836
	Iteration 26Q: 3 clusters Score -9309297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -9309304.000000 Penalty: 5373.006836
	Iteration 27Q: 3 clusters Score -9309304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50312 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -9309305.000000 Penalty: 5373.006836
	Iteration 28Q: 3 clusters Score -9309305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50314 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -9309297.000000 Penalty: 5373.006836
	Iteration 29Q: 3 clusters Score -9309297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50315 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9309303.000000 Penalty: 5373.006836
	Iteration 30Q: 3 clusters Score -9309303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50315 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -9309303.000000 Penalty: 5373.006836
	Iteration 31F: 3 clusters Score -9309303 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Entering Unmasked Estep 
Score: -74372.734375 Penalty: 1591.754517
	Iteration 0F: 2 clusters Score -74372.73 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 333 members 
Entering Unmasked Estep 
Score: -72786.460938 Penalty: 3183.509033
	Iteration 0F: 3 clusters Score -72786.46 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -73063.437500 Penalty: 3183.509033
	Iteration 1F: 3 clusters Score -73063.44 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -73249.585938 Penalty: 3183.509033
	Iteration 2F: 3 clusters Score -73249.59 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -73399.617188 Penalty: 3183.509033
	Iteration 3F: 3 clusters Score -73399.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -73516.109375 Penalty: 3183.509033
	Iteration 4F: 3 clusters Score -73516.11 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -73587.796875 Penalty: 3183.509033
	Iteration 5Q: 3 clusters Score -73587.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -73631.015625 Penalty: 3183.509033
	Iteration 6Q: 3 clusters Score -73631.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -73655.375000 Penalty: 3183.509033
	Iteration 7Q: 3 clusters Score -73655.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -73675.820312 Penalty: 3183.509033
	Iteration 8Q: 3 clusters Score -73675.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -73692.109375 Penalty: 3183.509033
	Iteration 9Q: 3 clusters Score -73692.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -73704.703125 Penalty: 3183.509033
	Iteration 10Q: 3 clusters Score -73704.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -73716.039062 Penalty: 3183.509033
	Iteration 11Q: 3 clusters Score -73716.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -73719.976562 Penalty: 3183.509033
	Iteration 12Q: 3 clusters Score -73719.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -73725.460938 Penalty: 3183.509033
	Iteration 13Q: 3 clusters Score -73725.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -73729.226562 Penalty: 3183.509033
	Iteration 14Q: 3 clusters Score -73729.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -73730.234375 Penalty: 3183.509033
	Iteration 15Q: 3 clusters Score -73730.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -73730.234375 Penalty: 3183.509033
	Iteration 16F: 3 clusters Score -73730.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 43203 members 
Mstep: Class 2 contains 42050 members 
Mstep: Class 3 contains 43096 members 
Mstep: Class 4 contains 45567 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25734 members 
Mstep: Class 7 contains 48717 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 46250 members 
Mstep: Class 10 contains 42511 members 
Mstep: Class 11 contains 45272 members 
Mstep: Class 12 contains 1174 members 
Mstep: Class 13 contains 42094 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1227 members 
Mstep: Class 16 contains 42344 members 
Mstep: Class 17 contains 1102 members 
Mstep: Class 18 contains 46978 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 44589 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50649 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111231624.000000 Penalty: 79364.328125
Iteration 159Q: 25 clusters Score -1.112316e+08 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 42082 members 
Mstep: Class 3 contains 43132 members 
Mstep: Class 4 contains 45627 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25716 members 
Mstep: Class 7 contains 48734 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 46255 members 
Mstep: Class 10 contains 42458 members 
Mstep: Class 11 contains 45284 members 
Mstep: Class 12 contains 1177 members 
Mstep: Class 13 contains 42066 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1227 members 
Mstep: Class 16 contains 42343 members 
Mstep: Class 17 contains 1103 members 
Mstep: Class 18 contains 47027 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 44593 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50635 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111231664.000000 Penalty: 79364.328125
Iteration 160F: 25 clusters Score -1.112317e+08 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 42106 members 
Mstep: Class 3 contains 43171 members 
Mstep: Class 4 contains 45667 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25736 members 
Mstep: Class 7 contains 48750 members 
Mstep: Class 8 contains 2198 members 
Mstep: Class 9 contains 46281 members 
Mstep: Class 10 contains 42426 members 
Mstep: Class 11 contains 45275 members 
Mstep: Class 12 contains 1178 members 
Mstep: Class 13 contains 42020 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1227 members 
Mstep: Class 16 contains 42332 members 
Mstep: Class 17 contains 1103 members 
Mstep: Class 18 contains 47057 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 44596 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50622 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111231704.000000 Penalty: 79364.328125
Iteration 161Q: 25 clusters Score -1.112317e+08 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 42932 members 
Mstep: Class 2 contains 42135 members 
Mstep: Class 3 contains 43181 members 
Mstep: Class 4 contains 45716 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25759 members 
Mstep: Class 7 contains 48765 members 
Mstep: Class 8 contains 2200 members 
Mstep: Class 9 contains 46278 members 
Mstep: Class 10 contains 42398 members 
Mstep: Class 11 contains 45252 members 
Mstep: Class 12 contains 1181 members 
Mstep: Class 13 contains 41995 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1225 members 
Mstep: Class 16 contains 42319 members 
Mstep: Class 17 contains 1103 members 
Mstep: Class 18 contains 47112 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 44575 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50629 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111232056.000000 Penalty: 79364.328125
Iteration 162Q: 25 clusters Score -1.112321e+08 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 42152 members 
Mstep: Class 3 contains 43197 members 
Mstep: Class 4 contains 45778 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25764 members 
Mstep: Class 7 contains 48775 members 
Mstep: Class 8 contains 2202 members 
Mstep: Class 9 contains 46300 members 
Mstep: Class 10 contains 42380 members 
Mstep: Class 11 contains 45266 members 
Mstep: Class 12 contains 1185 members 
Mstep: Class 13 contains 41992 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1226 members 
Mstep: Class 16 contains 42265 members 
Mstep: Class 17 contains 1103 members 
Mstep: Class 18 contains 47149 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 44570 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50601 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111232296.000000 Penalty: 79364.328125
Iteration 163Q: 25 clusters Score -1.112323e+08 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 42790 members 
Mstep: Class 2 contains 42191 members 
Mstep: Class 3 contains 43195 members 
Mstep: Class 4 contains 45780 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25740 members 
Mstep: Class 7 contains 48787 members 
Mstep: Class 8 contains 2205 members 
Mstep: Class 9 contains 46350 members 
Mstep: Class 10 contains 42307 members 
Mstep: Class 11 contains 45314 members 
Mstep: Class 12 contains 1185 members 
Mstep: Class 13 contains 42015 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1226 members 
Mstep: Class 16 contains 42269 members 
Mstep: Class 17 contains 1103 members 
Mstep: Class 18 contains 47191 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 44557 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50550 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111232552.000000 Penalty: 79364.328125
Iteration 164Q: 25 clusters Score -1.112326e+08 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 42712 members 
Mstep: Class 2 contains 42225 members 
Mstep: Class 3 contains 43208 members 
Mstep: Class 4 contains 45795 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25712 members 
Mstep: Class 7 contains 48820 members 
Mstep: Class 8 contains 2205 members 
Mstep: Class 9 contains 46387 members 
Mstep: Class 10 contains 42229 members 
Mstep: Class 11 contains 45336 members 
Mstep: Class 12 contains 1185 members 
Mstep: Class 13 contains 42041 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1226 members 
Mstep: Class 16 contains 42281 members 
Mstep: Class 17 contains 1103 members 
Mstep: Class 18 contains 47218 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 44567 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50505 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111232440.000000 Penalty: 79364.328125
Iteration 165Q: 25 clusters Score -1.112324e+08 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 42665 members 
Mstep: Class 2 contains 42268 members 
Mstep: Class 3 contains 43196 members 
Mstep: Class 4 contains 45793 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25687 members 
Mstep: Class 7 contains 48836 members 
Mstep: Class 8 contains 2206 members 
Mstep: Class 9 contains 46385 members 
Mstep: Class 10 contains 42156 members 
Mstep: Class 11 contains 45365 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 42046 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1226 members 
Mstep: Class 16 contains 42288 members 
Mstep: Class 17 contains 1103 members 
Mstep: Class 18 contains 47291 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 44583 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50475 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111232656.000000 Penalty: 79364.328125
Iteration 166Q: 25 clusters Score -1.112327e+08 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 42303 members 
Mstep: Class 3 contains 43183 members 
Mstep: Class 4 contains 45801 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25652 members 
Mstep: Class 7 contains 48841 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 46349 members 
Mstep: Class 10 contains 42060 members 
Mstep: Class 11 contains 45372 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 42056 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1227 members 
Mstep: Class 16 contains 42280 members 
Mstep: Class 17 contains 1103 members 
Mstep: Class 18 contains 47412 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 44593 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50481 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111232336.000000 Penalty: 79364.328125
Iteration 167Q: 25 clusters Score -1.112323e+08 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 42626 members 
Mstep: Class 2 contains 42351 members 
Mstep: Class 3 contains 43162 members 
Mstep: Class 4 contains 45822 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25618 members 
Mstep: Class 7 contains 48836 members 
Mstep: Class 8 contains 2207 members 
Mstep: Class 9 contains 46363 members 
Mstep: Class 10 contains 41979 members 
Mstep: Class 11 contains 45373 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 42068 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1227 members 
Mstep: Class 16 contains 42255 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47495 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 44583 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50496 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111232536.000000 Penalty: 79364.328125
Iteration 168Q: 25 clusters Score -1.112325e+08 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 42400 members 
Mstep: Class 3 contains 43143 members 
Mstep: Class 4 contains 45830 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25592 members 
Mstep: Class 7 contains 48823 members 
Mstep: Class 8 contains 2208 members 
Mstep: Class 9 contains 46369 members 
Mstep: Class 10 contains 41907 members 
Mstep: Class 11 contains 45388 members 
Mstep: Class 12 contains 1190 members 
Mstep: Class 13 contains 42060 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1228 members 
Mstep: Class 16 contains 42250 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47589 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 44582 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50498 members 
Mstep: Class 24 contains 613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111232560.000000 Penalty: 79364.328125
Iteration 169Q: 25 clusters Score -1.112326e+08 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 42608 members 
Mstep: Class 2 contains 42433 members 
Mstep: Class 3 contains 43111 members 
Mstep: Class 4 contains 45844 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25561 members 
Mstep: Class 7 contains 48813 members 
Mstep: Class 8 contains 2206 members 
Mstep: Class 9 contains 46398 members 
Mstep: Class 10 contains 41834 members 
Mstep: Class 11 contains 45422 members 
Mstep: Class 12 contains 1187 members 
Mstep: Class 13 contains 42048 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1227 members 
Mstep: Class 16 contains 42230 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47671 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 44576 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50480 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111232664.000000 Penalty: 79364.328125
Iteration 170Q: 25 clusters Score -1.112327e+08 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 42574 members 
Mstep: Class 2 contains 42482 members 
Mstep: Class 3 contains 43072 members 
Mstep: Class 4 contains 45854 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 25545 members 
Mstep: Class 7 contains 48772 members 
Mstep: Class 8 contains 2209 members 
Mstep: Class 9 contains 46436 members 
Mstep: Class 10 contains 41780 members 
Mstep: Class 11 contains 45400 members 
Mstep: Class 12 contains 1188 members 
Mstep: Class 13 contains 42046 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1228 members 
Mstep: Class 16 contains 42235 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47758 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 44596 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50475 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111233120.000000 Penalty: 79364.328125
Iteration 171Q: 25 clusters Score -1.112331e+08 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 42540 members 
Mstep: Class 2 contains 42502 members 
Mstep: Class 3 contains 43043 members 
Mstep: Class 4 contains 45885 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 25532 members 
Mstep: Class 7 contains 48787 members 
Mstep: Class 8 contains 2209 members 
Mstep: Class 9 contains 46480 members 
Mstep: Class 10 contains 41753 members 
Mstep: Class 11 contains 45377 members 
Mstep: Class 12 contains 1182 members 
Mstep: Class 13 contains 42022 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1228 members 
Mstep: Class 16 contains 42247 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47793 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 44601 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50469 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111233304.000000 Penalty: 79364.328125
Iteration 172Q: 25 clusters Score -1.112333e+08 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 42499 members 
Mstep: Class 2 contains 42534 members 
Mstep: Class 3 contains 43023 members 
Mstep: Class 4 contains 45909 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25515 members 
Mstep: Class 7 contains 48799 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 46513 members 
Mstep: Class 10 contains 41730 members 
Mstep: Class 11 contains 45394 members 
Mstep: Class 12 contains 1180 members 
Mstep: Class 13 contains 41957 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1229 members 
Mstep: Class 16 contains 42256 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47831 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 44603 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50467 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111233320.000000 Penalty: 79364.328125
Iteration 173Q: 25 clusters Score -1.112333e+08 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 42541 members 
Mstep: Class 3 contains 42988 members 
Mstep: Class 4 contains 45926 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25496 members 
Mstep: Class 7 contains 48832 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 46555 members 
Mstep: Class 10 contains 41698 members 
Mstep: Class 11 contains 45417 members 
Mstep: Class 12 contains 1179 members 
Mstep: Class 13 contains 41904 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1230 members 
Mstep: Class 16 contains 42302 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47849 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 44590 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50452 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111233376.000000 Penalty: 79364.328125
Iteration 174Q: 25 clusters Score -1.112334e+08 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 42545 members 
Mstep: Class 3 contains 42976 members 
Mstep: Class 4 contains 45940 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25453 members 
Mstep: Class 7 contains 48830 members 
Mstep: Class 8 contains 2209 members 
Mstep: Class 9 contains 46621 members 
Mstep: Class 10 contains 41666 members 
Mstep: Class 11 contains 45433 members 
Mstep: Class 12 contains 1181 members 
Mstep: Class 13 contains 41857 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1231 members 
Mstep: Class 16 contains 42325 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47871 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 44602 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50430 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111233384.000000 Penalty: 79364.328125
Iteration 175Q: 25 clusters Score -1.112334e+08 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 42560 members 
Mstep: Class 3 contains 42964 members 
Mstep: Class 4 contains 45963 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25415 members 
Mstep: Class 7 contains 48838 members 
Mstep: Class 8 contains 2209 members 
Mstep: Class 9 contains 46665 members 
Mstep: Class 10 contains 41646 members 
Mstep: Class 11 contains 45469 members 
Mstep: Class 12 contains 1180 members 
Mstep: Class 13 contains 41813 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1233 members 
Mstep: Class 16 contains 42319 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47912 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 44595 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50417 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111233568.000000 Penalty: 79364.328125
Iteration 176Q: 25 clusters Score -1.112336e+08 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 42583 members 
Mstep: Class 3 contains 42954 members 
Mstep: Class 4 contains 45977 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25369 members 
Mstep: Class 7 contains 48871 members 
Mstep: Class 8 contains 2209 members 
Mstep: Class 9 contains 46722 members 
Mstep: Class 10 contains 41631 members 
Mstep: Class 11 contains 45515 members 
Mstep: Class 12 contains 1180 members 
Mstep: Class 13 contains 41767 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1233 members 
Mstep: Class 16 contains 42328 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47891 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 44581 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50407 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111233296.000000 Penalty: 79364.328125
Iteration 177Q: 25 clusters Score -1.112333e+08 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 42427 members 
Mstep: Class 2 contains 42547 members 
Mstep: Class 3 contains 42948 members 
Mstep: Class 4 contains 46026 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25342 members 
Mstep: Class 7 contains 48897 members 
Mstep: Class 8 contains 2209 members 
Mstep: Class 9 contains 46788 members 
Mstep: Class 10 contains 41617 members 
Mstep: Class 11 contains 45527 members 
Mstep: Class 12 contains 1181 members 
Mstep: Class 13 contains 41695 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1233 members 
Mstep: Class 16 contains 42309 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47908 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 707 members 
Mstep: Class 21 contains 44590 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50403 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111233424.000000 Penalty: 79364.328125
Iteration 178Q: 25 clusters Score -1.112334e+08 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 42403 members 
Mstep: Class 2 contains 42546 members 
Mstep: Class 3 contains 42946 members 
Mstep: Class 4 contains 46063 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25314 members 
Mstep: Class 7 contains 48915 members 
Mstep: Class 8 contains 2209 members 
Mstep: Class 9 contains 46844 members 
Mstep: Class 10 contains 41590 members 
Mstep: Class 11 contains 45590 members 
Mstep: Class 12 contains 1184 members 
Mstep: Class 13 contains 41638 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1232 members 
Mstep: Class 16 contains 42275 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47892 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 44596 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50411 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111233408.000000 Penalty: 79364.328125
Iteration 179Q: 25 clusters Score -1.112334e+08 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 42563 members 
Mstep: Class 3 contains 42946 members 
Mstep: Class 4 contains 46115 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25283 members 
Mstep: Class 7 contains 48923 members 
Mstep: Class 8 contains 2209 members 
Mstep: Class 9 contains 46875 members 
Mstep: Class 10 contains 41573 members 
Mstep: Class 11 contains 45630 members 
Mstep: Class 12 contains 1187 members 
Mstep: Class 13 contains 41603 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1232 members 
Mstep: Class 16 contains 42245 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47909 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 44596 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50394 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111233464.000000 Penalty: 79364.328125
Iteration 180F: 25 clusters Score -1.112335e+08 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 42317 members 
Mstep: Class 2 contains 42591 members 
Mstep: Class 3 contains 42946 members 
Mstep: Class 4 contains 46137 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25264 members 
Mstep: Class 7 contains 48980 members 
Mstep: Class 8 contains 2209 members 
Mstep: Class 9 contains 46882 members 
Mstep: Class 10 contains 41553 members 
Mstep: Class 11 contains 45671 members 
Mstep: Class 12 contains 1187 members 
Mstep: Class 13 contains 41550 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1232 members 
Mstep: Class 16 contains 42221 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47954 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 44590 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50365 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 181Q: 25 clusters Score -1.112338e+08 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 42253 members 
Mstep: Class 2 contains 42618 members 
Mstep: Class 3 contains 42939 members 
Mstep: Class 4 contains 46153 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25230 members 
Mstep: Class 7 contains 49045 members 
Mstep: Class 8 contains 2209 members 
Mstep: Class 9 contains 46883 members 
Mstep: Class 10 contains 41546 members 
Mstep: Class 11 contains 45725 members 
Mstep: Class 12 contains 1184 members 
Mstep: Class 13 contains 41511 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1233 members 
Mstep: Class 16 contains 42186 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 48013 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 44596 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50325 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 182Q: 25 clusters Score -1.112342e+08 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 42628 members 
Mstep: Class 3 contains 42920 members 
Mstep: Class 4 contains 46174 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25199 members 
Mstep: Class 7 contains 49102 members 
Mstep: Class 8 contains 2209 members 
Mstep: Class 9 contains 46879 members 
Mstep: Class 10 contains 41575 members 
Mstep: Class 11 contains 45765 members 
Mstep: Class 12 contains 1181 members 
Mstep: Class 13 contains 41482 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1233 members 
Mstep: Class 16 contains 42168 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 48043 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 44597 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50334 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111234248.000000 Penalty: 79364.328125
Iteration 183Q: 25 clusters Score -1.112342e+08 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 42643 members 
Mstep: Class 3 contains 42852 members 
Mstep: Class 4 contains 46198 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25180 members 
Mstep: Class 7 contains 49174 members 
Mstep: Class 8 contains 2209 members 
Mstep: Class 9 contains 46874 members 
Mstep: Class 10 contains 41606 members 
Mstep: Class 11 contains 45788 members 
Mstep: Class 12 contains 1181 members 
Mstep: Class 13 contains 41467 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1233 members 
Mstep: Class 16 contains 42203 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 48065 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 44582 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50322 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111233984.000000 Penalty: 79364.328125
Iteration 184Q: 25 clusters Score -1.11234e+08 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 41997 members 
Mstep: Class 2 contains 42662 members 
Mstep: Class 3 contains 42763 members 
Mstep: Class 4 contains 46260 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25165 members 
Mstep: Class 7 contains 49257 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 46838 members 
Mstep: Class 10 contains 41667 members 
Mstep: Class 11 contains 45812 members 
Mstep: Class 12 contains 1183 members 
Mstep: Class 13 contains 41442 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1233 members 
Mstep: Class 16 contains 42214 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 48060 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 44568 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50318 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111233920.000000 Penalty: 79364.328125
Iteration 185Q: 25 clusters Score -1.112339e+08 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 42657 members 
Mstep: Class 3 contains 42731 members 
Mstep: Class 4 contains 46318 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25142 members 
Mstep: Class 7 contains 49348 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 46812 members 
Mstep: Class 10 contains 41709 members 
Mstep: Class 11 contains 45799 members 
Mstep: Class 12 contains 1184 members 
Mstep: Class 13 contains 41416 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1233 members 
Mstep: Class 16 contains 42187 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 48058 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 44538 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50347 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111233992.000000 Penalty: 79364.328125
Iteration 186Q: 25 clusters Score -1.11234e+08 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 42609 members 
Mstep: Class 3 contains 42726 members 
Mstep: Class 4 contains 46378 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25116 members 
Mstep: Class 7 contains 49446 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 46791 members 
Mstep: Class 10 contains 41739 members 
Mstep: Class 11 contains 45816 members 
Mstep: Class 12 contains 1185 members 
Mstep: Class 13 contains 41396 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1235 members 
Mstep: Class 16 contains 42159 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 48040 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 44512 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50364 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111233784.000000 Penalty: 79364.328125
Iteration 187Q: 25 clusters Score -1.112338e+08 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 41854 members 
Mstep: Class 2 contains 42581 members 
Mstep: Class 3 contains 42698 members 
Mstep: Class 4 contains 46392 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25095 members 
Mstep: Class 7 contains 49582 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 46786 members 
Mstep: Class 10 contains 41741 members 
Mstep: Class 11 contains 45860 members 
Mstep: Class 12 contains 1184 members 
Mstep: Class 13 contains 41376 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1235 members 
Mstep: Class 16 contains 42139 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 48048 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 44474 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50394 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111234024.000000 Penalty: 79364.328125
Iteration 188Q: 25 clusters Score -1.11234e+08 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 41808 members 
Mstep: Class 2 contains 42551 members 
Mstep: Class 3 contains 42666 members 
Mstep: Class 4 contains 46393 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25062 members 
Mstep: Class 7 contains 49722 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 46803 members 
Mstep: Class 10 contains 41773 members 
Mstep: Class 11 contains 45891 members 
Mstep: Class 12 contains 1186 members 
Mstep: Class 13 contains 41351 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1235 members 
Mstep: Class 16 contains 42096 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 48047 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 44459 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50396 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111234064.000000 Penalty: 79364.328125
Iteration 189Q: 25 clusters Score -1.112341e+08 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 42543 members 
Mstep: Class 3 contains 42658 members 
Mstep: Class 4 contains 46396 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25022 members 
Mstep: Class 7 contains 49848 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 46821 members 
Mstep: Class 10 contains 41764 members 
Mstep: Class 11 contains 45898 members 
Mstep: Class 12 contains 1191 members 
Mstep: Class 13 contains 41322 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1235 members 
Mstep: Class 16 contains 42058 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 48047 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 44456 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50386 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111234072.000000 Penalty: 79364.328125
Iteration 190Q: 25 clusters Score -1.112341e+08 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 42518 members 
Mstep: Class 3 contains 42656 members 
Mstep: Class 4 contains 46397 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 25005 members 
Mstep: Class 7 contains 49930 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 46885 members 
Mstep: Class 10 contains 41771 members 
Mstep: Class 11 contains 45900 members 
Mstep: Class 12 contains 1199 members 
Mstep: Class 13 contains 41319 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1235 members 
Mstep: Class 16 contains 42020 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 48027 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 44442 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50393 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111234392.000000 Penalty: 79364.328125
Iteration 191Q: 25 clusters Score -1.112344e+08 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 41697 members 
Mstep: Class 2 contains 42491 members 
Mstep: Class 3 contains 42664 members 
Mstep: Class 4 contains 46409 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24991 members 
Mstep: Class 7 contains 50027 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 46910 members 
Mstep: Class 10 contains 41759 members 
Mstep: Class 11 contains 45936 members 
Mstep: Class 12 contains 1206 members 
Mstep: Class 13 contains 41325 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1235 members 
Mstep: Class 16 contains 41990 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47994 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 44425 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50381 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111234320.000000 Penalty: 79364.328125
Iteration 192Q: 25 clusters Score -1.112343e+08 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 41656 members 
Mstep: Class 2 contains 42466 members 
Mstep: Class 3 contains 42637 members 
Mstep: Class 4 contains 46440 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24964 members 
Mstep: Class 7 contains 50158 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 46885 members 
Mstep: Class 10 contains 41762 members 
Mstep: Class 11 contains 45980 members 
Mstep: Class 12 contains 1215 members 
Mstep: Class 13 contains 41346 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1235 members 
Mstep: Class 16 contains 41931 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47953 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 44404 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50407 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111234512.000000 Penalty: 79364.328125
Iteration 193Q: 25 clusters Score -1.112345e+08 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 42423 members 
Mstep: Class 3 contains 42628 members 
Mstep: Class 4 contains 46494 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24948 members 
Mstep: Class 7 contains 50305 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 46873 members 
Mstep: Class 10 contains 41747 members 
Mstep: Class 11 contains 46016 members 
Mstep: Class 12 contains 1220 members 
Mstep: Class 13 contains 41349 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1235 members 
Mstep: Class 16 contains 41896 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47890 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 44375 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50417 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111234920.000000 Penalty: 79364.328125
Iteration 194Q: 25 clusters Score -1.112349e+08 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 42395 members 
Mstep: Class 3 contains 42644 members 
Mstep: Class 4 contains 46537 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24905 members 
Mstep: Class 7 contains 50432 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 46841 members 
Mstep: Class 10 contains 41721 members 
Mstep: Class 11 contains 46024 members 
Mstep: Class 12 contains 1222 members 
Mstep: Class 13 contains 41351 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1235 members 
Mstep: Class 16 contains 41912 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47887 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 44340 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50401 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111234896.000000 Penalty: 79364.328125
Iteration 195Q: 25 clusters Score -1.112349e+08 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 41533 members 
Mstep: Class 2 contains 42375 members 
Mstep: Class 3 contains 42728 members 
Mstep: Class 4 contains 46590 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24881 members 
Mstep: Class 7 contains 50549 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 46806 members 
Mstep: Class 10 contains 41666 members 
Mstep: Class 11 contains 46029 members 
Mstep: Class 12 contains 1224 members 
Mstep: Class 13 contains 41318 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1237 members 
Mstep: Class 16 contains 41928 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47857 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 44315 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50401 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111235304.000000 Penalty: 79364.328125
Iteration 196Q: 25 clusters Score -1.112353e+08 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 42332 members 
Mstep: Class 3 contains 42813 members 
Mstep: Class 4 contains 46620 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24867 members 
Mstep: Class 7 contains 50635 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 46857 members 
Mstep: Class 10 contains 41637 members 
Mstep: Class 11 contains 46042 members 
Mstep: Class 12 contains 1225 members 
Mstep: Class 13 contains 41289 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 41950 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47814 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 44292 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50334 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111235400.000000 Penalty: 79364.328125
Iteration 197Q: 25 clusters Score -1.112354e+08 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 42312 members 
Mstep: Class 3 contains 42871 members 
Mstep: Class 4 contains 46657 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24850 members 
Mstep: Class 7 contains 50670 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 46914 members 
Mstep: Class 10 contains 41629 members 
Mstep: Class 11 contains 46079 members 
Mstep: Class 12 contains 1227 members 
Mstep: Class 13 contains 41256 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 41932 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47835 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 44285 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50247 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111235688.000000 Penalty: 79364.328125
Iteration 198Q: 25 clusters Score -1.112357e+08 nChanged 2326
Entering ConstructFrom: 
Score: -111235688.000000 Penalty: 79364.328125
Entering ConstructFrom: 
Trying to split cluster 1 (41395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Entering Unmasked Estep 
Score: -7509742.000000 Penalty: 2636.467041
	Iteration 0F: 2 clusters Score -7509742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -7481903.000000 Penalty: 5272.934082
	Iteration 0F: 3 clusters Score -7481903 nChanged 18967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -7492361.500000 Penalty: 5272.934082
	Iteration 1F: 3 clusters Score -7492362 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -7492845.000000 Penalty: 5272.934082
	Iteration 2Q: 3 clusters Score -7492845 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -7493307.500000 Penalty: 5272.934082
	Iteration 3Q: 3 clusters Score -7493308 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -7493910.500000 Penalty: 5272.934082
	Iteration 4Q: 3 clusters Score -7493910 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -7494828.500000 Penalty: 5272.934082
	Iteration 5Q: 3 clusters Score -7494828 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -7496161.500000 Penalty: 5272.934082
	Iteration 6F: 3 clusters Score -7496162 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 31174 members 
Entering Unmasked Estep 
Score: -7498308.000000 Penalty: 5272.934082
	Iteration 7F: 3 clusters Score -7498308 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -7500982.000000 Penalty: 5272.934082
	Iteration 8F: 3 clusters Score -7500982 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 37257 members 
Entering Unmasked Estep 
Score: -7503712.500000 Penalty: 5272.934082
	Iteration 9F: 3 clusters Score -7503712 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -7505650.500000 Penalty: 5272.934082
	Iteration 10F: 3 clusters Score -7505650 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -7506671.500000 Penalty: 5272.934082
	Iteration 11Q: 3 clusters Score -7506672 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 40957 members 
Entering Unmasked Estep 
Score: -7507051.500000 Penalty: 5272.934082
	Iteration 12Q: 3 clusters Score -7507052 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 41104 members 
Entering Unmasked Estep 
Score: -7507233.000000 Penalty: 5272.934082
	Iteration 13Q: 3 clusters Score -7507233 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -7507325.500000 Penalty: 5272.934082
	Iteration 14Q: 3 clusters Score -7507326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 41181 members 
Entering Unmasked Estep 
Score: -7507374.500000 Penalty: 5272.934082
	Iteration 15Q: 3 clusters Score -7507374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 41191 members 
Entering Unmasked Estep 
Score: -7507390.000000 Penalty: 5272.934082
	Iteration 16Q: 3 clusters Score -7507390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 41197 members 
Entering Unmasked Estep 
Score: -7507400.500000 Penalty: 5272.934082
	Iteration 17Q: 3 clusters Score -7507400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -7507408.000000 Penalty: 5272.934082
	Iteration 18Q: 3 clusters Score -7507408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -7507418.500000 Penalty: 5272.934082
	Iteration 19Q: 3 clusters Score -7507418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -7507415.500000 Penalty: 5272.934082
	Iteration 20F: 3 clusters Score -7507416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -7507415.500000 Penalty: 5272.934082
	Iteration 21Q: 3 clusters Score -7507416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -7507412.500000 Penalty: 5272.934082
	Iteration 22Q: 3 clusters Score -7507412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 41200 members 
Entering Unmasked Estep 
Score: -7507413.500000 Penalty: 5272.934082
	Iteration 23Q: 3 clusters Score -7507414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -7507422.500000 Penalty: 5272.934082
	Iteration 24Q: 3 clusters Score -7507422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -7507422.500000 Penalty: 5272.934082
	Iteration 25F: 3 clusters Score -7507422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42321 members 
Entering Unmasked Estep 
Score: -7765484.500000 Penalty: 2641.953613
	Iteration 0F: 2 clusters Score -7765484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -7737566.500000 Penalty: 5283.907227
	Iteration 0F: 3 clusters Score -7737566 nChanged 19372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -7748377.000000 Penalty: 5283.907227
	Iteration 1F: 3 clusters Score -7748377 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -7749090.000000 Penalty: 5283.907227
	Iteration 2Q: 3 clusters Score -7749090 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -7750051.000000 Penalty: 5283.907227
	Iteration 3Q: 3 clusters Score -7750051 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -7751487.500000 Penalty: 5283.907227
	Iteration 4F: 3 clusters Score -7751488 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -7753598.000000 Penalty: 5283.907227
	Iteration 5F: 3 clusters Score -7753598 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 35041 members 
Entering Unmasked Estep 
Score: -7756470.000000 Penalty: 5283.907227
	Iteration 6F: 3 clusters Score -7756470 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -7759546.500000 Penalty: 5283.907227
	Iteration 7F: 3 clusters Score -7759546 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
Score: -7761752.000000 Penalty: 5283.907227
	Iteration 8F: 3 clusters Score -7761752 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 41628 members 
Entering Unmasked Estep 
Score: -7762672.500000 Penalty: 5283.907227
	Iteration 9Q: 3 clusters Score -7762672 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 41963 members 
Entering Unmasked Estep 
Score: -7762969.500000 Penalty: 5283.907227
	Iteration 10Q: 3 clusters Score -7762970 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 42056 members 
Entering Unmasked Estep 
Score: -7763076.000000 Penalty: 5283.907227
	Iteration 11Q: 3 clusters Score -7763076 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -7763115.000000 Penalty: 5283.907227
	Iteration 12Q: 3 clusters Score -7763115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
Score: -7763135.000000 Penalty: 5283.907227
	Iteration 13Q: 3 clusters Score -7763135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 42106 members 
Entering Unmasked Estep 
Score: -7763157.500000 Penalty: 5283.907227
	Iteration 14Q: 3 clusters Score -7763158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -7763157.500000 Penalty: 5283.907227
	Iteration 15Q: 3 clusters Score -7763158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 42117 members 
Entering Unmasked Estep 
Score: -7763165.500000 Penalty: 5283.907227
	Iteration 16Q: 3 clusters Score -7763166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
Score: -7763173.500000 Penalty: 5283.907227
	Iteration 17Q: 3 clusters Score -7763174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -7763176.000000 Penalty: 5283.907227
	Iteration 18Q: 3 clusters Score -7763176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 42130 members 
Entering Unmasked Estep 
Score: -7763185.500000 Penalty: 5283.907227
	Iteration 19Q: 3 clusters Score -7763186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -7763197.000000 Penalty: 5283.907227
	Iteration 20F: 3 clusters Score -7763197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 42134 members 
Entering Unmasked Estep 
Score: -7763196.000000 Penalty: 5283.907227
	Iteration 21Q: 3 clusters Score -7763196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 42135 members 
Entering Unmasked Estep 
Score: -7763197.500000 Penalty: 5283.907227
	Iteration 22Q: 3 clusters Score -7763198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 42135 members 
Entering Unmasked Estep 
Score: -7763191.500000 Penalty: 5283.907227
	Iteration 23Q: 3 clusters Score -7763192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -7763196.500000 Penalty: 5283.907227
	Iteration 24Q: 3 clusters Score -7763196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -7763196.500000 Penalty: 5283.907227
	Iteration 25F: 3 clusters Score -7763196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Entering Unmasked Estep 
Score: -7910849.000000 Penalty: 2645.473633
	Iteration 0F: 2 clusters Score -7910849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -7882356.000000 Penalty: 5290.947266
	Iteration 0F: 3 clusters Score -7882356 nChanged 19721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -7893127.000000 Penalty: 5290.947266
	Iteration 1F: 3 clusters Score -7893127 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -7893623.500000 Penalty: 5290.947266
	Iteration 2Q: 3 clusters Score -7893624 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -7893989.500000 Penalty: 5290.947266
	Iteration 3Q: 3 clusters Score -7893990 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -7894281.000000 Penalty: 5290.947266
	Iteration 4Q: 3 clusters Score -7894281 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -7894670.500000 Penalty: 5290.947266
	Iteration 5Q: 3 clusters Score -7894670 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -7894981.500000 Penalty: 5290.947266
	Iteration 6Q: 3 clusters Score -7894982 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -7895441.500000 Penalty: 5290.947266
	Iteration 7Q: 3 clusters Score -7895442 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -7895934.500000 Penalty: 5290.947266
	Iteration 8Q: 3 clusters Score -7895934 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -7896707.000000 Penalty: 5290.947266
	Iteration 9Q: 3 clusters Score -7896707 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -7897754.500000 Penalty: 5290.947266
	Iteration 10Q: 3 clusters Score -7897754 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -7899343.000000 Penalty: 5290.947266
	Iteration 11F: 3 clusters Score -7899343 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 25613 members 
Entering Unmasked Estep 
Score: -7901357.000000 Penalty: 5290.947266
	Iteration 12F: 3 clusters Score -7901357 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -7903551.000000 Penalty: 5290.947266
	Iteration 13F: 3 clusters Score -7903551 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -7904981.000000 Penalty: 5290.947266
	Iteration 14Q: 3 clusters Score -7904981 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -7905697.500000 Penalty: 5290.947266
	Iteration 15Q: 3 clusters Score -7905698 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -7906186.000000 Penalty: 5290.947266
	Iteration 16Q: 3 clusters Score -7906186 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -7906523.500000 Penalty: 5290.947266
	Iteration 17Q: 3 clusters Score -7906524 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -7906769.500000 Penalty: 5290.947266
	Iteration 18Q: 3 clusters Score -7906770 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -7906986.500000 Penalty: 5290.947266
	Iteration 19Q: 3 clusters Score -7906986 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -7907131.500000 Penalty: 5290.947266
	Iteration 20F: 3 clusters Score -7907132 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 29488 members 
Entering Unmasked Estep 
Score: -7907260.000000 Penalty: 5290.947266
	Iteration 21Q: 3 clusters Score -7907260 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -7907373.500000 Penalty: 5290.947266
	Iteration 22Q: 3 clusters Score -7907374 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -7907441.000000 Penalty: 5290.947266
	Iteration 23Q: 3 clusters Score -7907441 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -7907511.500000 Penalty: 5290.947266
	Iteration 24Q: 3 clusters Score -7907512 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -7907574.500000 Penalty: 5290.947266
	Iteration 25Q: 3 clusters Score -7907574 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -7907601.000000 Penalty: 5290.947266
	Iteration 26Q: 3 clusters Score -7907601 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -7907647.500000 Penalty: 5290.947266
	Iteration 27Q: 3 clusters Score -7907648 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 31553 members 
Entering Unmasked Estep 
Score: -7907696.500000 Penalty: 5290.947266
	Iteration 28Q: 3 clusters Score -7907696 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -7907735.000000 Penalty: 5290.947266
	Iteration 29Q: 3 clusters Score -7907735 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 32058 members 
Entering Unmasked Estep 
Score: -7907746.500000 Penalty: 5290.947266
	Iteration 30Q: 3 clusters Score -7907746 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -7907743.000000 Penalty: 5290.947266
	Iteration 31Q: 3 clusters Score -7907743 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 32488 members 
Entering Unmasked Estep 
Score: -7907778.000000 Penalty: 5290.947266
	Iteration 32Q: 3 clusters Score -7907778 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -7907796.000000 Penalty: 5290.947266
	Iteration 33Q: 3 clusters Score -7907796 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -7907819.000000 Penalty: 5290.947266
	Iteration 34Q: 3 clusters Score -7907819 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -7907839.000000 Penalty: 5290.947266
	Iteration 35Q: 3 clusters Score -7907839 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 33099 members 
Entering Unmasked Estep 
Score: -7907862.500000 Penalty: 5290.947266
	Iteration 36Q: 3 clusters Score -7907862 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -7907876.000000 Penalty: 5290.947266
	Iteration 37Q: 3 clusters Score -7907876 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -7907879.500000 Penalty: 5290.947266
	Iteration 38Q: 3 clusters Score -7907880 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 33447 members 
Entering Unmasked Estep 
Score: -7907895.000000 Penalty: 5290.947266
	Iteration 39Q: 3 clusters Score -7907895 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -7907893.000000 Penalty: 5290.947266
	Iteration 40F: 3 clusters Score -7907893 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 33660 members 
Entering Unmasked Estep 
Score: -7907907.000000 Penalty: 5290.947266
	Iteration 41Q: 3 clusters Score -7907907 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -7907911.500000 Penalty: 5290.947266
	Iteration 42Q: 3 clusters Score -7907912 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -7907923.000000 Penalty: 5290.947266
	Iteration 43Q: 3 clusters Score -7907923 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -7907947.500000 Penalty: 5290.947266
	Iteration 44Q: 3 clusters Score -7907948 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 34066 members 
Entering Unmasked Estep 
Score: -7907954.500000 Penalty: 5290.947266
	Iteration 45Q: 3 clusters Score -7907954 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -7907964.500000 Penalty: 5290.947266
	Iteration 46Q: 3 clusters Score -7907964 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
Score: -7907986.000000 Penalty: 5290.947266
	Iteration 47Q: 3 clusters Score -7907986 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 34387 members 
Entering Unmasked Estep 
Score: -7908017.500000 Penalty: 5290.947266
	Iteration 48Q: 3 clusters Score -7908018 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -7908033.500000 Penalty: 5290.947266
	Iteration 49Q: 3 clusters Score -7908034 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -7908033.000000 Penalty: 5290.947266
	Iteration 50Q: 3 clusters Score -7908033 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -7908042.000000 Penalty: 5290.947266
	Iteration 51Q: 3 clusters Score -7908042 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -7908057.000000 Penalty: 5290.947266
	Iteration 52Q: 3 clusters Score -7908057 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -7908059.500000 Penalty: 5290.947266
	Iteration 53Q: 3 clusters Score -7908060 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 35004 members 
Entering Unmasked Estep 
Score: -7908075.000000 Penalty: 5290.947266
	Iteration 54Q: 3 clusters Score -7908075 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -7908086.500000 Penalty: 5290.947266
	Iteration 55Q: 3 clusters Score -7908086 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -7908106.000000 Penalty: 5290.947266
	Iteration 56Q: 3 clusters Score -7908106 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -7908137.500000 Penalty: 5290.947266
	Iteration 57Q: 3 clusters Score -7908138 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -7908138.500000 Penalty: 5290.947266
	Iteration 58Q: 3 clusters Score -7908138 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
Score: -7908146.500000 Penalty: 5290.947266
	Iteration 59Q: 3 clusters Score -7908146 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -7908186.000000 Penalty: 5290.947266
	Iteration 60F: 3 clusters Score -7908186 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -7908209.000000 Penalty: 5290.947266
	Iteration 61Q: 3 clusters Score -7908209 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -7908219.500000 Penalty: 5290.947266
	Iteration 62Q: 3 clusters Score -7908220 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -7908203.000000 Penalty: 5290.947266
	Iteration 63Q: 3 clusters Score -7908203 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -7908212.000000 Penalty: 5290.947266
	Iteration 64Q: 3 clusters Score -7908212 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -7908200.000000 Penalty: 5290.947266
	Iteration 65Q: 3 clusters Score -7908200 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -7908211.000000 Penalty: 5290.947266
	Iteration 66Q: 3 clusters Score -7908211 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -7908235.000000 Penalty: 5290.947266
	Iteration 67Q: 3 clusters Score -7908235 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -7908235.000000 Penalty: 5290.947266
	Iteration 68Q: 3 clusters Score -7908235 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 36449 members 
Entering Unmasked Estep 
Score: -7908240.500000 Penalty: 5290.947266
	Iteration 69Q: 3 clusters Score -7908240 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 36532 members 
Entering Unmasked Estep 
Score: -7908244.500000 Penalty: 5290.947266
	Iteration 70Q: 3 clusters Score -7908244 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 36600 members 
Entering Unmasked Estep 
Score: -7908258.500000 Penalty: 5290.947266
	Iteration 71Q: 3 clusters Score -7908258 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 36647 members 
Entering Unmasked Estep 
Score: -7908263.000000 Penalty: 5290.947266
	Iteration 72Q: 3 clusters Score -7908263 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -7908270.000000 Penalty: 5290.947266
	Iteration 73Q: 3 clusters Score -7908270 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -7908269.500000 Penalty: 5290.947266
	Iteration 74Q: 3 clusters Score -7908270 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -7908284.500000 Penalty: 5290.947266
	Iteration 75Q: 3 clusters Score -7908284 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -7908280.500000 Penalty: 5290.947266
	Iteration 76Q: 3 clusters Score -7908280 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -7908295.500000 Penalty: 5290.947266
	Iteration 77Q: 3 clusters Score -7908296 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -7908305.000000 Penalty: 5290.947266
	Iteration 78Q: 3 clusters Score -7908305 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -7908303.500000 Penalty: 5290.947266
	Iteration 79Q: 3 clusters Score -7908304 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 37061 members 
Entering Unmasked Estep 
Score: -7908296.000000 Penalty: 5290.947266
	Iteration 80F: 3 clusters Score -7908296 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -7908313.000000 Penalty: 5290.947266
	Iteration 81Q: 3 clusters Score -7908313 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -7908304.500000 Penalty: 5290.947266
	Iteration 82Q: 3 clusters Score -7908304 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
Score: -7908314.000000 Penalty: 5290.947266
	Iteration 83Q: 3 clusters Score -7908314 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -7908339.000000 Penalty: 5290.947266
	Iteration 84Q: 3 clusters Score -7908339 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 37312 members 
Entering Unmasked Estep 
Score: -7908331.500000 Penalty: 5290.947266
	Iteration 85Q: 3 clusters Score -7908332 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -7908359.500000 Penalty: 5290.947266
	Iteration 86Q: 3 clusters Score -7908360 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 37406 members 
Entering Unmasked Estep 
Score: -7908369.500000 Penalty: 5290.947266
	Iteration 87Q: 3 clusters Score -7908370 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 37436 members 
Entering Unmasked Estep 
Score: -7908381.000000 Penalty: 5290.947266
	Iteration 88Q: 3 clusters Score -7908381 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -7908368.000000 Penalty: 5290.947266
	Iteration 89Q: 3 clusters Score -7908368 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -7908370.000000 Penalty: 5290.947266
	Iteration 90Q: 3 clusters Score -7908370 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 37550 members 
Entering Unmasked Estep 
Score: -7908395.500000 Penalty: 5290.947266
	Iteration 91Q: 3 clusters Score -7908396 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -7908398.500000 Penalty: 5290.947266
	Iteration 92Q: 3 clusters Score -7908398 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -7908390.500000 Penalty: 5290.947266
	Iteration 93Q: 3 clusters Score -7908390 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -7908402.000000 Penalty: 5290.947266
	Iteration 94Q: 3 clusters Score -7908402 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -7908409.000000 Penalty: 5290.947266
	Iteration 95Q: 3 clusters Score -7908409 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -7908414.000000 Penalty: 5290.947266
	Iteration 96Q: 3 clusters Score -7908414 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 37786 members 
Entering Unmasked Estep 
Score: -7908414.500000 Penalty: 5290.947266
	Iteration 97Q: 3 clusters Score -7908414 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 37811 members 
Entering Unmasked Estep 
Score: -7908429.000000 Penalty: 5290.947266
	Iteration 98Q: 3 clusters Score -7908429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -7908419.000000 Penalty: 5290.947266
	Iteration 99Q: 3 clusters Score -7908419 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -7908432.000000 Penalty: 5290.947266
	Iteration 100F: 3 clusters Score -7908432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -7908424.500000 Penalty: 5290.947266
	Iteration 101Q: 3 clusters Score -7908424 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 37907 members 
Entering Unmasked Estep 
Score: -7908422.500000 Penalty: 5290.947266
	Iteration 102Q: 3 clusters Score -7908422 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 37942 members 
Entering Unmasked Estep 
Score: -7908425.500000 Penalty: 5290.947266
	Iteration 103Q: 3 clusters Score -7908426 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 37983 members 
Entering Unmasked Estep 
Score: -7908435.000000 Penalty: 5290.947266
	Iteration 104Q: 3 clusters Score -7908435 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
Score: -7908440.000000 Penalty: 5290.947266
	Iteration 105Q: 3 clusters Score -7908440 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -7908429.000000 Penalty: 5290.947266
	Iteration 106Q: 3 clusters Score -7908429 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -7908424.000000 Penalty: 5290.947266
	Iteration 107Q: 3 clusters Score -7908424 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -7908427.500000 Penalty: 5290.947266
	Iteration 108Q: 3 clusters Score -7908428 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -7908440.000000 Penalty: 5290.947266
	Iteration 109Q: 3 clusters Score -7908440 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
Score: -7908440.000000 Penalty: 5290.947266
	Iteration 110Q: 3 clusters Score -7908440 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 38222 members 
Entering Unmasked Estep 
Score: -7908436.500000 Penalty: 5290.947266
	Iteration 111Q: 3 clusters Score -7908436 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
Score: -7908461.000000 Penalty: 5290.947266
	Iteration 112Q: 3 clusters Score -7908461 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 38315 members 
Entering Unmasked Estep 
Score: -7908474.000000 Penalty: 5290.947266
	Iteration 113Q: 3 clusters Score -7908474 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 38367 members 
Entering Unmasked Estep 
Score: -7908481.500000 Penalty: 5290.947266
	Iteration 114Q: 3 clusters Score -7908482 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 38420 members 
Entering Unmasked Estep 
Score: -7908464.500000 Penalty: 5290.947266
	Iteration 115Q: 3 clusters Score -7908464 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -7908474.000000 Penalty: 5290.947266
	Iteration 116Q: 3 clusters Score -7908474 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 38505 members 
Entering Unmasked Estep 
Score: -7908482.000000 Penalty: 5290.947266
	Iteration 117Q: 3 clusters Score -7908482 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -7908471.000000 Penalty: 5290.947266
	Iteration 118Q: 3 clusters Score -7908471 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -7908462.500000 Penalty: 5290.947266
	Iteration 119Q: 3 clusters Score -7908462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -7908462.500000 Penalty: 5290.947266
	Iteration 120F: 3 clusters Score -7908462 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -7908477.000000 Penalty: 5290.947266
	Iteration 121Q: 3 clusters Score -7908477 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -7908477.000000 Penalty: 5290.947266
	Iteration 122Q: 3 clusters Score -7908477 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 38684 members 
Entering Unmasked Estep 
Score: -7908483.500000 Penalty: 5290.947266
	Iteration 123Q: 3 clusters Score -7908484 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -7908497.500000 Penalty: 5290.947266
	Iteration 124Q: 3 clusters Score -7908498 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -7908496.500000 Penalty: 5290.947266
	Iteration 125Q: 3 clusters Score -7908496 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -7908496.000000 Penalty: 5290.947266
	Iteration 126Q: 3 clusters Score -7908496 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 38818 members 
Entering Unmasked Estep 
Score: -7908491.000000 Penalty: 5290.947266
	Iteration 127Q: 3 clusters Score -7908491 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 38847 members 
Entering Unmasked Estep 
Score: -7908489.500000 Penalty: 5290.947266
	Iteration 128Q: 3 clusters Score -7908490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -7908485.500000 Penalty: 5290.947266
	Iteration 129Q: 3 clusters Score -7908486 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 38912 members 
Entering Unmasked Estep 
Score: -7908503.000000 Penalty: 5290.947266
	Iteration 130Q: 3 clusters Score -7908503 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 38948 members 
Entering Unmasked Estep 
Score: -7908508.500000 Penalty: 5290.947266
	Iteration 131Q: 3 clusters Score -7908508 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
Score: -7908515.000000 Penalty: 5290.947266
	Iteration 132Q: 3 clusters Score -7908515 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -7908529.000000 Penalty: 5290.947266
	Iteration 133Q: 3 clusters Score -7908529 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -7908530.500000 Penalty: 5290.947266
	Iteration 134Q: 3 clusters Score -7908530 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
Score: -7908542.000000 Penalty: 5290.947266
	Iteration 135Q: 3 clusters Score -7908542 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -7908557.500000 Penalty: 5290.947266
	Iteration 136Q: 3 clusters Score -7908558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 39121 members 
Entering Unmasked Estep 
Score: -7908540.000000 Penalty: 5290.947266
	Iteration 137Q: 3 clusters Score -7908540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 39140 members 
Entering Unmasked Estep 
Score: -7908544.000000 Penalty: 5290.947266
	Iteration 138Q: 3 clusters Score -7908544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 39157 members 
Entering Unmasked Estep 
Score: -7908544.000000 Penalty: 5290.947266
	Iteration 139Q: 3 clusters Score -7908544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -7908541.500000 Penalty: 5290.947266
	Iteration 140F: 3 clusters Score -7908542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 39179 members 
Entering Unmasked Estep 
Score: -7908543.500000 Penalty: 5290.947266
	Iteration 141Q: 3 clusters Score -7908544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 39183 members 
Entering Unmasked Estep 
Score: -7908546.500000 Penalty: 5290.947266
	Iteration 142Q: 3 clusters Score -7908546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 39190 members 
Entering Unmasked Estep 
Score: -7908551.500000 Penalty: 5290.947266
	Iteration 143Q: 3 clusters Score -7908552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -7908545.000000 Penalty: 5290.947266
	Iteration 144Q: 3 clusters Score -7908545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 39196 members 
Entering Unmasked Estep 
Score: -7908553.500000 Penalty: 5290.947266
	Iteration 145Q: 3 clusters Score -7908554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -7908554.500000 Penalty: 5290.947266
	Iteration 146Q: 3 clusters Score -7908554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 39200 members 
Entering Unmasked Estep 
Score: -7908550.000000 Penalty: 5290.947266
	Iteration 147Q: 3 clusters Score -7908550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -7908550.500000 Penalty: 5290.947266
	Iteration 148Q: 3 clusters Score -7908550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
Score: -7908548.500000 Penalty: 5290.947266
	Iteration 149Q: 3 clusters Score -7908548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -7908550.500000 Penalty: 5290.947266
	Iteration 150Q: 3 clusters Score -7908550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
Score: -7908540.500000 Penalty: 5290.947266
	Iteration 151Q: 3 clusters Score -7908540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -7908548.000000 Penalty: 5290.947266
	Iteration 152Q: 3 clusters Score -7908548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 39234 members 
Entering Unmasked Estep 
Score: -7908536.500000 Penalty: 5290.947266
	Iteration 153Q: 3 clusters Score -7908536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -7908538.500000 Penalty: 5290.947266
	Iteration 154Q: 3 clusters Score -7908538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -7908537.000000 Penalty: 5290.947266
	Iteration 155Q: 3 clusters Score -7908537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -7908533.500000 Penalty: 5290.947266
	Iteration 156Q: 3 clusters Score -7908534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 39281 members 
Entering Unmasked Estep 
Score: -7908530.000000 Penalty: 5290.947266
	Iteration 157Q: 3 clusters Score -7908530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -7908528.500000 Penalty: 5290.947266
	Iteration 158Q: 3 clusters Score -7908528 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 39304 members 
Entering Unmasked Estep 
Score: -7908531.500000 Penalty: 5290.947266
	Iteration 159Q: 3 clusters Score -7908532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 39315 members 
Entering Unmasked Estep 
Score: -7908536.000000 Penalty: 5290.947266
	Iteration 160F: 3 clusters Score -7908536 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -7908538.000000 Penalty: 5290.947266
	Iteration 161Q: 3 clusters Score -7908538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 39334 members 
Entering Unmasked Estep 
Score: -7908530.500000 Penalty: 5290.947266
	Iteration 162Q: 3 clusters Score -7908530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 39343 members 
Entering Unmasked Estep 
Score: -7908534.500000 Penalty: 5290.947266
	Iteration 163Q: 3 clusters Score -7908534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
Score: -7908539.000000 Penalty: 5290.947266
	Iteration 164Q: 3 clusters Score -7908539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -7908540.500000 Penalty: 5290.947266
	Iteration 165Q: 3 clusters Score -7908540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 39364 members 
Entering Unmasked Estep 
Score: -7908552.000000 Penalty: 5290.947266
	Iteration 166Q: 3 clusters Score -7908552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 39368 members 
Entering Unmasked Estep 
Score: -7908549.000000 Penalty: 5290.947266
	Iteration 167Q: 3 clusters Score -7908549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -7908546.000000 Penalty: 5290.947266
	Iteration 168Q: 3 clusters Score -7908546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -7908548.000000 Penalty: 5290.947266
	Iteration 169Q: 3 clusters Score -7908548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -7908546.000000 Penalty: 5290.947266
	Iteration 170Q: 3 clusters Score -7908546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 39376 members 
Entering Unmasked Estep 
Score: -7908545.000000 Penalty: 5290.947266
	Iteration 171Q: 3 clusters Score -7908545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -7908542.500000 Penalty: 5290.947266
	Iteration 172Q: 3 clusters Score -7908542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -7908542.500000 Penalty: 5290.947266
	Iteration 173F: 3 clusters Score -7908542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46661 members 
Entering Unmasked Estep 
Score: -8536704.000000 Penalty: 2666.164551
	Iteration 0F: 2 clusters Score -8536704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -8506662.000000 Penalty: 5332.329102
	Iteration 0F: 3 clusters Score -8506662 nChanged 21568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -8518718.000000 Penalty: 5332.329102
	Iteration 1F: 3 clusters Score -8518718 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -8519283.000000 Penalty: 5332.329102
	Iteration 2Q: 3 clusters Score -8519283 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -8519762.000000 Penalty: 5332.329102
	Iteration 3Q: 3 clusters Score -8519762 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -8520363.000000 Penalty: 5332.329102
	Iteration 4Q: 3 clusters Score -8520363 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -8521196.000000 Penalty: 5332.329102
	Iteration 5Q: 3 clusters Score -8521196 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -8522402.000000 Penalty: 5332.329102
	Iteration 6Q: 3 clusters Score -8522402 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -8523928.000000 Penalty: 5332.329102
	Iteration 7F: 3 clusters Score -8523928 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -8525812.000000 Penalty: 5332.329102
	Iteration 8F: 3 clusters Score -8525812 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -8528003.000000 Penalty: 5332.329102
	Iteration 9F: 3 clusters Score -8528003 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -8529779.000000 Penalty: 5332.329102
	Iteration 10F: 3 clusters Score -8529779 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -8530895.000000 Penalty: 5332.329102
	Iteration 11Q: 3 clusters Score -8530895 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30333 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -8531473.000000 Penalty: 5332.329102
	Iteration 12Q: 3 clusters Score -8531473 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -8531849.000000 Penalty: 5332.329102
	Iteration 13Q: 3 clusters Score -8531849 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -8532166.000000 Penalty: 5332.329102
	Iteration 14Q: 3 clusters Score -8532166 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32611 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -8532431.000000 Penalty: 5332.329102
	Iteration 15Q: 3 clusters Score -8532431 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -8532782.000000 Penalty: 5332.329102
	Iteration 16Q: 3 clusters Score -8532782 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -8533083.000000 Penalty: 5332.329102
	Iteration 17Q: 3 clusters Score -8533083 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -8533490.000000 Penalty: 5332.329102
	Iteration 18Q: 3 clusters Score -8533490 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35968 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -8533867.000000 Penalty: 5332.329102
	Iteration 19Q: 3 clusters Score -8533867 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -8534270.000000 Penalty: 5332.329102
	Iteration 20F: 3 clusters Score -8534270 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -8534650.000000 Penalty: 5332.329102
	Iteration 21Q: 3 clusters Score -8534650 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38399 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -8534977.000000 Penalty: 5332.329102
	Iteration 22Q: 3 clusters Score -8534977 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -8535277.000000 Penalty: 5332.329102
	Iteration 23Q: 3 clusters Score -8535277 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -8535508.000000 Penalty: 5332.329102
	Iteration 24Q: 3 clusters Score -8535508 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -8535690.000000 Penalty: 5332.329102
	Iteration 25Q: 3 clusters Score -8535690 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -8535784.000000 Penalty: 5332.329102
	Iteration 26Q: 3 clusters Score -8535784 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41251 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -8535873.000000 Penalty: 5332.329102
	Iteration 27Q: 3 clusters Score -8535873 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -8535965.000000 Penalty: 5332.329102
	Iteration 28Q: 3 clusters Score -8535965 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -8536002.000000 Penalty: 5332.329102
	Iteration 29Q: 3 clusters Score -8536002 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42127 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -8536052.000000 Penalty: 5332.329102
	Iteration 30Q: 3 clusters Score -8536052 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42333 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -8536066.000000 Penalty: 5332.329102
	Iteration 31Q: 3 clusters Score -8536066 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -8536061.000000 Penalty: 5332.329102
	Iteration 32Q: 3 clusters Score -8536061 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42631 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -8536074.000000 Penalty: 5332.329102
	Iteration 33Q: 3 clusters Score -8536074 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -8536087.000000 Penalty: 5332.329102
	Iteration 34Q: 3 clusters Score -8536087 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42865 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -8536052.000000 Penalty: 5332.329102
	Iteration 35Q: 3 clusters Score -8536052 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42934 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -8536033.000000 Penalty: 5332.329102
	Iteration 36Q: 3 clusters Score -8536033 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -8536047.000000 Penalty: 5332.329102
	Iteration 37Q: 3 clusters Score -8536047 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43046 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -8536039.000000 Penalty: 5332.329102
	Iteration 38Q: 3 clusters Score -8536039 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43104 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -8536012.000000 Penalty: 5332.329102
	Iteration 39Q: 3 clusters Score -8536012 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -8536022.000000 Penalty: 5332.329102
	Iteration 40F: 3 clusters Score -8536022 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43195 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -8536015.000000 Penalty: 5332.329102
	Iteration 41Q: 3 clusters Score -8536015 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43232 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -8536013.000000 Penalty: 5332.329102
	Iteration 42Q: 3 clusters Score -8536013 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43261 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -8536021.000000 Penalty: 5332.329102
	Iteration 43Q: 3 clusters Score -8536021 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -8536002.000000 Penalty: 5332.329102
	Iteration 44Q: 3 clusters Score -8536002 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43345 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -8536007.000000 Penalty: 5332.329102
	Iteration 45Q: 3 clusters Score -8536007 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43387 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -8536005.000000 Penalty: 5332.329102
	Iteration 46Q: 3 clusters Score -8536005 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -8535994.000000 Penalty: 5332.329102
	Iteration 47Q: 3 clusters Score -8535994 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43454 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -8535986.000000 Penalty: 5332.329102
	Iteration 48Q: 3 clusters Score -8535986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -8535990.000000 Penalty: 5332.329102
	Iteration 49Q: 3 clusters Score -8535990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43492 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -8535992.000000 Penalty: 5332.329102
	Iteration 50Q: 3 clusters Score -8535992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43511 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -8535992.000000 Penalty: 5332.329102
	Iteration 51Q: 3 clusters Score -8535992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -8536000.000000 Penalty: 5332.329102
	Iteration 52Q: 3 clusters Score -8536000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -8535985.000000 Penalty: 5332.329102
	Iteration 53Q: 3 clusters Score -8535985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43554 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -8535980.000000 Penalty: 5332.329102
	Iteration 54Q: 3 clusters Score -8535980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -8535986.000000 Penalty: 5332.329102
	Iteration 55Q: 3 clusters Score -8535986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43578 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -8535982.000000 Penalty: 5332.329102
	Iteration 56Q: 3 clusters Score -8535982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43591 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -8535973.000000 Penalty: 5332.329102
	Iteration 57Q: 3 clusters Score -8535973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -8535966.000000 Penalty: 5332.329102
	Iteration 58Q: 3 clusters Score -8535966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -8535983.000000 Penalty: 5332.329102
	Iteration 59Q: 3 clusters Score -8535983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -8535991.000000 Penalty: 5332.329102
	Iteration 60F: 3 clusters Score -8535991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43638 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -8535986.000000 Penalty: 5332.329102
	Iteration 61Q: 3 clusters Score -8535986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -8535992.000000 Penalty: 5332.329102
	Iteration 62Q: 3 clusters Score -8535992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43645 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -8535997.000000 Penalty: 5332.329102
	Iteration 63Q: 3 clusters Score -8535997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43651 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -8536004.000000 Penalty: 5332.329102
	Iteration 64Q: 3 clusters Score -8536004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -8535997.000000 Penalty: 5332.329102
	Iteration 65Q: 3 clusters Score -8535997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43659 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -8536004.000000 Penalty: 5332.329102
	Iteration 66Q: 3 clusters Score -8536004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -8536002.000000 Penalty: 5332.329102
	Iteration 67Q: 3 clusters Score -8536002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -8536000.000000 Penalty: 5332.329102
	Iteration 68Q: 3 clusters Score -8536000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -8535999.000000 Penalty: 5332.329102
	Iteration 69Q: 3 clusters Score -8535999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -8536007.000000 Penalty: 5332.329102
	Iteration 70Q: 3 clusters Score -8536007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43690 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -8536004.000000 Penalty: 5332.329102
	Iteration 71Q: 3 clusters Score -8536004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -8536005.000000 Penalty: 5332.329102
	Iteration 72Q: 3 clusters Score -8536005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -8536017.000000 Penalty: 5332.329102
	Iteration 73Q: 3 clusters Score -8536017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43708 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -8536009.000000 Penalty: 5332.329102
	Iteration 74Q: 3 clusters Score -8536009 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -8536008.000000 Penalty: 5332.329102
	Iteration 75Q: 3 clusters Score -8536008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43729 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -8536017.000000 Penalty: 5332.329102
	Iteration 76Q: 3 clusters Score -8536017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43740 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -8536014.000000 Penalty: 5332.329102
	Iteration 77Q: 3 clusters Score -8536014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -8536005.000000 Penalty: 5332.329102
	Iteration 78Q: 3 clusters Score -8536005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43761 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -8536011.000000 Penalty: 5332.329102
	Iteration 79Q: 3 clusters Score -8536011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -8536011.000000 Penalty: 5332.329102
	Iteration 80F: 3 clusters Score -8536011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43780 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -8536005.000000 Penalty: 5332.329102
	Iteration 81Q: 3 clusters Score -8536005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43788 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -8535998.000000 Penalty: 5332.329102
	Iteration 82Q: 3 clusters Score -8535998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43794 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -8535996.000000 Penalty: 5332.329102
	Iteration 83Q: 3 clusters Score -8535996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43801 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -8536000.000000 Penalty: 5332.329102
	Iteration 84Q: 3 clusters Score -8536000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43811 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -8536014.000000 Penalty: 5332.329102
	Iteration 85Q: 3 clusters Score -8536014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43816 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -8536011.000000 Penalty: 5332.329102
	Iteration 86Q: 3 clusters Score -8536011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -8536015.000000 Penalty: 5332.329102
	Iteration 87Q: 3 clusters Score -8536015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43827 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -8536019.000000 Penalty: 5332.329102
	Iteration 88Q: 3 clusters Score -8536019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -8536009.000000 Penalty: 5332.329102
	Iteration 89Q: 3 clusters Score -8536009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43839 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -8535998.000000 Penalty: 5332.329102
	Iteration 90Q: 3 clusters Score -8535998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -8536000.000000 Penalty: 5332.329102
	Iteration 91Q: 3 clusters Score -8536000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -8536000.000000 Penalty: 5332.329102
	Iteration 92Q: 3 clusters Score -8536000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -8536000.000000 Penalty: 5332.329102
	Iteration 93F: 3 clusters Score -8536000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -69770.929688 Penalty: 1502.082520
	Iteration 0F: 2 clusters Score -69770.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -68450.453125 Penalty: 3004.165039
	Iteration 0F: 3 clusters Score -68450.45 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -68683.640625 Penalty: 3004.165039
	Iteration 1F: 3 clusters Score -68683.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -68826.265625 Penalty: 3004.165039
	Iteration 2F: 3 clusters Score -68826.27 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -68967.726562 Penalty: 3004.165039
	Iteration 3F: 3 clusters Score -68967.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -69064.664062 Penalty: 3004.165039
	Iteration 4F: 3 clusters Score -69064.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -69130.062500 Penalty: 3004.165039
	Iteration 5F: 3 clusters Score -69130.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -69197.195312 Penalty: 3004.165039
	Iteration 6Q: 3 clusters Score -69197.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -69292.492188 Penalty: 3004.165039
	Iteration 7Q: 3 clusters Score -69292.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -69332.906250 Penalty: 3004.165039
	Iteration 8Q: 3 clusters Score -69332.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -69389.132812 Penalty: 3004.165039
	Iteration 9Q: 3 clusters Score -69389.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -69432.000000 Penalty: 3004.165039
	Iteration 10Q: 3 clusters Score -69432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -69435.929688 Penalty: 3004.165039
	Iteration 11Q: 3 clusters Score -69435.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -69437.437500 Penalty: 3004.165039
	Iteration 12Q: 3 clusters Score -69437.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -69437.437500 Penalty: 3004.165039
	Iteration 13F: 3 clusters Score -69437.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Entering Unmasked Estep 
Score: -4411100.000000 Penalty: 2509.732422
	Iteration 0F: 2 clusters Score -4411100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -4393894.500000 Penalty: 5019.464844
	Iteration 0F: 3 clusters Score -4393894 nChanged 11016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -4399652.000000 Penalty: 5019.464844
	Iteration 1F: 3 clusters Score -4399652 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -4400076.500000 Penalty: 5019.464844
	Iteration 2Q: 3 clusters Score -4400076 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -4400421.000000 Penalty: 5019.464844
	Iteration 3Q: 3 clusters Score -4400421 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -4400836.000000 Penalty: 5019.464844
	Iteration 4Q: 3 clusters Score -4400836 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -4401345.000000 Penalty: 5019.464844
	Iteration 5Q: 3 clusters Score -4401345 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -4402035.000000 Penalty: 5019.464844
	Iteration 6F: 3 clusters Score -4402035 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -4403138.000000 Penalty: 5019.464844
	Iteration 7F: 3 clusters Score -4403138 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -4404530.500000 Penalty: 5019.464844
	Iteration 8F: 3 clusters Score -4404530 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -4406204.500000 Penalty: 5019.464844
	Iteration 9F: 3 clusters Score -4406204 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -4407502.500000 Penalty: 5019.464844
	Iteration 10F: 3 clusters Score -4407502 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -4408261.500000 Penalty: 5019.464844
	Iteration 11Q: 3 clusters Score -4408262 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -4408583.500000 Penalty: 5019.464844
	Iteration 12Q: 3 clusters Score -4408584 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -4408737.000000 Penalty: 5019.464844
	Iteration 13Q: 3 clusters Score -4408737 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -4408824.500000 Penalty: 5019.464844
	Iteration 14Q: 3 clusters Score -4408824 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -4408853.500000 Penalty: 5019.464844
	Iteration 15Q: 3 clusters Score -4408854 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -4408882.000000 Penalty: 5019.464844
	Iteration 16Q: 3 clusters Score -4408882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -4408904.000000 Penalty: 5019.464844
	Iteration 17Q: 3 clusters Score -4408904 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -4408924.000000 Penalty: 5019.464844
	Iteration 18Q: 3 clusters Score -4408924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -4408936.500000 Penalty: 5019.464844
	Iteration 19Q: 3 clusters Score -4408936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -4408944.500000 Penalty: 5019.464844
	Iteration 20F: 3 clusters Score -4408944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -4408945.500000 Penalty: 5019.464844
	Iteration 21Q: 3 clusters Score -4408946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -4408952.000000 Penalty: 5019.464844
	Iteration 22Q: 3 clusters Score -4408952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -4408954.000000 Penalty: 5019.464844
	Iteration 23Q: 3 clusters Score -4408954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -4408952.500000 Penalty: 5019.464844
	Iteration 24Q: 3 clusters Score -4408952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -4408957.500000 Penalty: 5019.464844
	Iteration 25Q: 3 clusters Score -4408958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -4408959.000000 Penalty: 5019.464844
	Iteration 26Q: 3 clusters Score -4408959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -4408962.000000 Penalty: 5019.464844
	Iteration 27Q: 3 clusters Score -4408962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -4408961.500000 Penalty: 5019.464844
	Iteration 28Q: 3 clusters Score -4408962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -4408966.000000 Penalty: 5019.464844
	Iteration 29Q: 3 clusters Score -4408966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -4408966.000000 Penalty: 5019.464844
	Iteration 30Q: 3 clusters Score -4408966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -4408966.000000 Penalty: 5019.464844
	Iteration 31F: 3 clusters Score -4408966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (50667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50667 members 
Entering Unmasked Estep 
Score: -9345788.000000 Penalty: 2686.591309
	Iteration 0F: 2 clusters Score -9345788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -9315321.000000 Penalty: 5373.182617
	Iteration 0F: 3 clusters Score -9315321 nChanged 23488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -9328253.000000 Penalty: 5373.182617
	Iteration 1F: 3 clusters Score -9328253 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -9328684.000000 Penalty: 5373.182617
	Iteration 2Q: 3 clusters Score -9328684 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -9329045.000000 Penalty: 5373.182617
	Iteration 3Q: 3 clusters Score -9329045 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -9329429.000000 Penalty: 5373.182617
	Iteration 4Q: 3 clusters Score -9329429 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -9329871.000000 Penalty: 5373.182617
	Iteration 5Q: 3 clusters Score -9329871 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -9330545.000000 Penalty: 5373.182617
	Iteration 6Q: 3 clusters Score -9330545 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -9331612.000000 Penalty: 5373.182617
	Iteration 7Q: 3 clusters Score -9331612 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -9333262.000000 Penalty: 5373.182617
	Iteration 8F: 3 clusters Score -9333262 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -9335795.000000 Penalty: 5373.182617
	Iteration 9F: 3 clusters Score -9335795 nChanged 3876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -9338949.000000 Penalty: 5373.182617
	Iteration 10F: 3 clusters Score -9338949 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45014 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -9341278.000000 Penalty: 5373.182617
	Iteration 11F: 3 clusters Score -9341278 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47592 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -9342590.000000 Penalty: 5373.182617
	Iteration 12F: 3 clusters Score -9342590 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49096 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -9343053.000000 Penalty: 5373.182617
	Iteration 13Q: 3 clusters Score -9343053 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49810 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -9343236.000000 Penalty: 5373.182617
	Iteration 14Q: 3 clusters Score -9343236 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50095 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -9343363.000000 Penalty: 5373.182617
	Iteration 15Q: 3 clusters Score -9343363 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50233 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -9343433.000000 Penalty: 5373.182617
	Iteration 16Q: 3 clusters Score -9343433 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50306 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -9343494.000000 Penalty: 5373.182617
	Iteration 17Q: 3 clusters Score -9343494 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50346 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9343511.000000 Penalty: 5373.182617
	Iteration 18Q: 3 clusters Score -9343511 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50360 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -9343544.000000 Penalty: 5373.182617
	Iteration 19Q: 3 clusters Score -9343544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50370 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -9343566.000000 Penalty: 5373.182617
	Iteration 20F: 3 clusters Score -9343566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50380 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -9343566.000000 Penalty: 5373.182617
	Iteration 21Q: 3 clusters Score -9343566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50381 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -9343576.000000 Penalty: 5373.182617
	Iteration 22Q: 3 clusters Score -9343576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50384 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -9343575.000000 Penalty: 5373.182617
	Iteration 23Q: 3 clusters Score -9343575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50383 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -9343576.000000 Penalty: 5373.182617
	Iteration 24Q: 3 clusters Score -9343576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50384 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -9343577.000000 Penalty: 5373.182617
	Iteration 25Q: 3 clusters Score -9343577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50386 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -9343582.000000 Penalty: 5373.182617
	Iteration 26Q: 3 clusters Score -9343582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50385 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -9343586.000000 Penalty: 5373.182617
	Iteration 27Q: 3 clusters Score -9343586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50385 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -9343586.000000 Penalty: 5373.182617
	Iteration 28F: 3 clusters Score -9343586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Entering Unmasked Estep 
Score: -373642.968750 Penalty: 1909.785522
	Iteration 0F: 2 clusters Score -373643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -370850.156250 Penalty: 3819.571045
	Iteration 0F: 3 clusters Score -370850.2 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -371450.593750 Penalty: 3819.571045
	Iteration 1F: 3 clusters Score -371450.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -371815.781250 Penalty: 3819.571045
	Iteration 2F: 3 clusters Score -371815.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -372416.593750 Penalty: 3819.571045
	Iteration 3F: 3 clusters Score -372416.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -373127.031250 Penalty: 3819.571045
	Iteration 4F: 3 clusters Score -373127 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -373546.656250 Penalty: 3819.571045
	Iteration 5F: 3 clusters Score -373546.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -373749.937500 Penalty: 3819.571045
	Iteration 6F: 3 clusters Score -373749.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -373873.250000 Penalty: 3819.571045
	Iteration 7Q: 3 clusters Score -373873.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -373938.343750 Penalty: 3819.571045
	Iteration 8Q: 3 clusters Score -373938.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -373995.906250 Penalty: 3819.571045
	Iteration 9Q: 3 clusters Score -373995.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -374043.093750 Penalty: 3819.571045
	Iteration 10Q: 3 clusters Score -374043.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -374053.125000 Penalty: 3819.571045
	Iteration 11Q: 3 clusters Score -374053.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -374058.250000 Penalty: 3819.571045
	Iteration 12Q: 3 clusters Score -374058.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -374061.406250 Penalty: 3819.571045
	Iteration 13Q: 3 clusters Score -374061.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -374064.937500 Penalty: 3819.571045
	Iteration 14Q: 3 clusters Score -374064.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -374066.375000 Penalty: 3819.571045
	Iteration 15Q: 3 clusters Score -374066.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -374070.312500 Penalty: 3819.571045
	Iteration 16Q: 3 clusters Score -374070.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -374070.312500 Penalty: 3819.571045
	Iteration 17F: 3 clusters Score -374070.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 42321 members 
Mstep: Class 3 contains 42926 members 
Mstep: Class 4 contains 46661 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24832 members 
Mstep: Class 7 contains 50667 members 
Mstep: Class 8 contains 292 members 
Mstep: Class 9 contains 46984 members 
Mstep: Class 10 contains 41630 members 
Mstep: Class 11 contains 46129 members 
Mstep: Class 12 contains 1230 members 
Mstep: Class 13 contains 41233 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 41963 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47808 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 44267 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50154 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 1918 members 
Entering Unmasked Estep 
Score: -111234600.000000 Penalty: 82671.179688
Splitting cluster 8 changes total score from -111235688.000000 to -111234600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (46984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Entering Unmasked Estep 
Score: -8704555.000000 Penalty: 2667.875488
	Iteration 0F: 2 clusters Score -8704555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -8675106.000000 Penalty: 5335.750977
	Iteration 0F: 3 clusters Score -8675106 nChanged 21688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -8686890.000000 Penalty: 5335.750977
	Iteration 1F: 3 clusters Score -8686890 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -8687433.000000 Penalty: 5335.750977
	Iteration 2Q: 3 clusters Score -8687433 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -8688006.000000 Penalty: 5335.750977
	Iteration 3Q: 3 clusters Score -8688006 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -8688740.000000 Penalty: 5335.750977
	Iteration 4Q: 3 clusters Score -8688740 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -8689588.000000 Penalty: 5335.750977
	Iteration 5Q: 3 clusters Score -8689588 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -8690755.000000 Penalty: 5335.750977
	Iteration 6F: 3 clusters Score -8690755 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -8692289.000000 Penalty: 5335.750977
	Iteration 7F: 3 clusters Score -8692289 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -8694230.000000 Penalty: 5335.750977
	Iteration 8F: 3 clusters Score -8694230 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -8696273.000000 Penalty: 5335.750977
	Iteration 9F: 3 clusters Score -8696273 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39913 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -8698203.000000 Penalty: 5335.750977
	Iteration 10F: 3 clusters Score -8698203 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42223 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -8700049.000000 Penalty: 5335.750977
	Iteration 11Q: 3 clusters Score -8700049 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -8701097.000000 Penalty: 5335.750977
	Iteration 12Q: 3 clusters Score -8701097 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45241 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -8701592.000000 Penalty: 5335.750977
	Iteration 13Q: 3 clusters Score -8701592 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45875 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -8701868.000000 Penalty: 5335.750977
	Iteration 14Q: 3 clusters Score -8701868 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46221 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -8702015.000000 Penalty: 5335.750977
	Iteration 15Q: 3 clusters Score -8702015 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46384 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8702107.000000 Penalty: 5335.750977
	Iteration 16Q: 3 clusters Score -8702107 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46477 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8702203.000000 Penalty: 5335.750977
	Iteration 17Q: 3 clusters Score -8702203 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46516 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8702243.000000 Penalty: 5335.750977
	Iteration 18Q: 3 clusters Score -8702243 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -8702254.000000 Penalty: 5335.750977
	Iteration 19Q: 3 clusters Score -8702254 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46572 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -8702288.000000 Penalty: 5335.750977
	Iteration 20F: 3 clusters Score -8702288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46587 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8702310.000000 Penalty: 5335.750977
	Iteration 21Q: 3 clusters Score -8702310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46599 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8702314.000000 Penalty: 5335.750977
	Iteration 22Q: 3 clusters Score -8702314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8702336.000000 Penalty: 5335.750977
	Iteration 23Q: 3 clusters Score -8702336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46613 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8702337.000000 Penalty: 5335.750977
	Iteration 24Q: 3 clusters Score -8702337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46617 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -8702343.000000 Penalty: 5335.750977
	Iteration 25Q: 3 clusters Score -8702343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -8702349.000000 Penalty: 5335.750977
	Iteration 26Q: 3 clusters Score -8702349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8702357.000000 Penalty: 5335.750977
	Iteration 27Q: 3 clusters Score -8702357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46621 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8702353.000000 Penalty: 5335.750977
	Iteration 28Q: 3 clusters Score -8702353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46621 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8702353.000000 Penalty: 5335.750977
	Iteration 29F: 3 clusters Score -8702353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (41630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Entering Unmasked Estep 
Score: -7639212.000000 Penalty: 2637.871094
	Iteration 0F: 2 clusters Score -7639212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -7611496.000000 Penalty: 5275.742188
	Iteration 0F: 3 clusters Score -7611496 nChanged 19123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -7621820.500000 Penalty: 5275.742188
	Iteration 1F: 3 clusters Score -7621820 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -7622287.500000 Penalty: 5275.742188
	Iteration 2Q: 3 clusters Score -7622288 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -7622806.500000 Penalty: 5275.742188
	Iteration 3Q: 3 clusters Score -7622806 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -7623506.500000 Penalty: 5275.742188
	Iteration 4Q: 3 clusters Score -7623506 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -7624514.500000 Penalty: 5275.742188
	Iteration 5Q: 3 clusters Score -7624514 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -7625749.500000 Penalty: 5275.742188
	Iteration 6Q: 3 clusters Score -7625750 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -7627317.000000 Penalty: 5275.742188
	Iteration 7F: 3 clusters Score -7627317 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -7629002.000000 Penalty: 5275.742188
	Iteration 8F: 3 clusters Score -7629002 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -7630862.500000 Penalty: 5275.742188
	Iteration 9F: 3 clusters Score -7630862 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -7632386.000000 Penalty: 5275.742188
	Iteration 10Q: 3 clusters Score -7632386 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36161 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -7633672.000000 Penalty: 5275.742188
	Iteration 11Q: 3 clusters Score -7633672 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37430 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -7634643.500000 Penalty: 5275.742188
	Iteration 12Q: 3 clusters Score -7634644 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -7635324.500000 Penalty: 5275.742188
	Iteration 13Q: 3 clusters Score -7635324 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39163 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -7635845.500000 Penalty: 5275.742188
	Iteration 14Q: 3 clusters Score -7635846 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39692 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -7636187.000000 Penalty: 5275.742188
	Iteration 15Q: 3 clusters Score -7636187 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -7636440.500000 Penalty: 5275.742188
	Iteration 16Q: 3 clusters Score -7636440 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -7636579.500000 Penalty: 5275.742188
	Iteration 17Q: 3 clusters Score -7636580 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -7636698.000000 Penalty: 5275.742188
	Iteration 18Q: 3 clusters Score -7636698 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -7636784.000000 Penalty: 5275.742188
	Iteration 19Q: 3 clusters Score -7636784 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -7636840.000000 Penalty: 5275.742188
	Iteration 20F: 3 clusters Score -7636840 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40761 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -7636882.000000 Penalty: 5275.742188
	Iteration 21Q: 3 clusters Score -7636882 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -7636916.500000 Penalty: 5275.742188
	Iteration 22Q: 3 clusters Score -7636916 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -7636936.500000 Penalty: 5275.742188
	Iteration 23Q: 3 clusters Score -7636936 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -7636971.000000 Penalty: 5275.742188
	Iteration 24Q: 3 clusters Score -7636971 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -7636988.000000 Penalty: 5275.742188
	Iteration 25Q: 3 clusters Score -7636988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -7636996.500000 Penalty: 5275.742188
	Iteration 26Q: 3 clusters Score -7636996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40918 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -7637008.000000 Penalty: 5275.742188
	Iteration 27Q: 3 clusters Score -7637008 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40928 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -7637015.000000 Penalty: 5275.742188
	Iteration 28Q: 3 clusters Score -7637015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -7637010.000000 Penalty: 5275.742188
	Iteration 29Q: 3 clusters Score -7637010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40941 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -7637012.500000 Penalty: 5275.742188
	Iteration 30Q: 3 clusters Score -7637012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40944 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -7637009.500000 Penalty: 5275.742188
	Iteration 31Q: 3 clusters Score -7637010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40946 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -7637015.000000 Penalty: 5275.742188
	Iteration 32Q: 3 clusters Score -7637015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40946 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -7637016.500000 Penalty: 5275.742188
	Iteration 33Q: 3 clusters Score -7637016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -7637019.500000 Penalty: 5275.742188
	Iteration 34Q: 3 clusters Score -7637020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40955 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -7637014.500000 Penalty: 5275.742188
	Iteration 35Q: 3 clusters Score -7637014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40957 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -7637024.000000 Penalty: 5275.742188
	Iteration 36Q: 3 clusters Score -7637024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40959 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -7637028.000000 Penalty: 5275.742188
	Iteration 37Q: 3 clusters Score -7637028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40963 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -7637031.000000 Penalty: 5275.742188
	Iteration 38Q: 3 clusters Score -7637031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -7637033.000000 Penalty: 5275.742188
	Iteration 39Q: 3 clusters Score -7637033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -7637036.000000 Penalty: 5275.742188
	Iteration 40F: 3 clusters Score -7637036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -7637037.500000 Penalty: 5275.742188
	Iteration 41Q: 3 clusters Score -7637038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -7637033.000000 Penalty: 5275.742188
	Iteration 42Q: 3 clusters Score -7637033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -7637038.500000 Penalty: 5275.742188
	Iteration 43Q: 3 clusters Score -7637038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40976 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -7637044.000000 Penalty: 5275.742188
	Iteration 44Q: 3 clusters Score -7637044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -7637052.500000 Penalty: 5275.742188
	Iteration 45Q: 3 clusters Score -7637052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40983 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -7637055.500000 Penalty: 5275.742188
	Iteration 46Q: 3 clusters Score -7637056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -7637052.000000 Penalty: 5275.742188
	Iteration 47Q: 3 clusters Score -7637052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -7637052.500000 Penalty: 5275.742188
	Iteration 48Q: 3 clusters Score -7637052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40989 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -7637052.500000 Penalty: 5275.742188
	Iteration 49F: 3 clusters Score -7637052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46129 members 
Entering Unmasked Estep 
Score: -8363383.000000 Penalty: 2663.320801
	Iteration 0F: 2 clusters Score -8363383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -8332713.000000 Penalty: 5326.641602
	Iteration 0F: 3 clusters Score -8332713 nChanged 21186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 23794 members 
Entering Unmasked Estep 
Score: -8344332.500000 Penalty: 5326.641602
	Iteration 1F: 3 clusters Score -8344332 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -8344848.500000 Penalty: 5326.641602
	Iteration 2Q: 3 clusters Score -8344848 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -8345359.500000 Penalty: 5326.641602
	Iteration 3Q: 3 clusters Score -8345360 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -8345962.000000 Penalty: 5326.641602
	Iteration 4Q: 3 clusters Score -8345962 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -8346762.000000 Penalty: 5326.641602
	Iteration 5Q: 3 clusters Score -8346762 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -8347879.500000 Penalty: 5326.641602
	Iteration 6Q: 3 clusters Score -8347880 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 30396 members 
Entering Unmasked Estep 
Score: -8349382.000000 Penalty: 5326.641602
	Iteration 7Q: 3 clusters Score -8349382 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -8351124.000000 Penalty: 5326.641602
	Iteration 8F: 3 clusters Score -8351124 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -8353223.500000 Penalty: 5326.641602
	Iteration 9F: 3 clusters Score -8353224 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 37841 members 
Entering Unmasked Estep 
Score: -8355362.000000 Penalty: 5326.641602
	Iteration 10F: 3 clusters Score -8355362 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 40164 members 
Entering Unmasked Estep 
Score: -8357230.500000 Penalty: 5326.641602
	Iteration 11F: 3 clusters Score -8357230 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -8358692.000000 Penalty: 5326.641602
	Iteration 12Q: 3 clusters Score -8358692 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 43423 members 
Entering Unmasked Estep 
Score: -8359662.500000 Penalty: 5326.641602
	Iteration 13Q: 3 clusters Score -8359662 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 44278 members 
Entering Unmasked Estep 
Score: -8360271.000000 Penalty: 5326.641602
	Iteration 14Q: 3 clusters Score -8360271 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -8360560.500000 Penalty: 5326.641602
	Iteration 15Q: 3 clusters Score -8360560 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 45120 members 
Entering Unmasked Estep 
Score: -8360776.500000 Penalty: 5326.641602
	Iteration 16Q: 3 clusters Score -8360776 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -8360925.500000 Penalty: 5326.641602
	Iteration 17Q: 3 clusters Score -8360926 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -8361007.500000 Penalty: 5326.641602
	Iteration 18Q: 3 clusters Score -8361008 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 45462 members 
Entering Unmasked Estep 
Score: -8361034.500000 Penalty: 5326.641602
	Iteration 19Q: 3 clusters Score -8361034 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
Score: -8361083.000000 Penalty: 5326.641602
	Iteration 20F: 3 clusters Score -8361083 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 45516 members 
Entering Unmasked Estep 
Score: -8361090.000000 Penalty: 5326.641602
	Iteration 21Q: 3 clusters Score -8361090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 45539 members 
Entering Unmasked Estep 
Score: -8361094.500000 Penalty: 5326.641602
	Iteration 22Q: 3 clusters Score -8361094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 45549 members 
Entering Unmasked Estep 
Score: -8361112.000000 Penalty: 5326.641602
	Iteration 23Q: 3 clusters Score -8361112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -8361120.000000 Penalty: 5326.641602
	Iteration 24Q: 3 clusters Score -8361120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
Score: -8361129.000000 Penalty: 5326.641602
	Iteration 25Q: 3 clusters Score -8361129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 45581 members 
Entering Unmasked Estep 
Score: -8361145.500000 Penalty: 5326.641602
	Iteration 26Q: 3 clusters Score -8361146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 45588 members 
Entering Unmasked Estep 
Score: -8361149.000000 Penalty: 5326.641602
	Iteration 27Q: 3 clusters Score -8361149 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -8361163.500000 Penalty: 5326.641602
	Iteration 28Q: 3 clusters Score -8361164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 45605 members 
Entering Unmasked Estep 
Score: -8361167.500000 Penalty: 5326.641602
	Iteration 29Q: 3 clusters Score -8361168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 45609 members 
Entering Unmasked Estep 
Score: -8361167.500000 Penalty: 5326.641602
	Iteration 30Q: 3 clusters Score -8361168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 45612 members 
Entering Unmasked Estep 
Score: -8361168.500000 Penalty: 5326.641602
	Iteration 31Q: 3 clusters Score -8361168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 45615 members 
Entering Unmasked Estep 
Score: -8361171.000000 Penalty: 5326.641602
	Iteration 32Q: 3 clusters Score -8361171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 45614 members 
Entering Unmasked Estep 
Score: -8361168.500000 Penalty: 5326.641602
	Iteration 33Q: 3 clusters Score -8361168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 45614 members 
Entering Unmasked Estep 
Score: -8361168.500000 Penalty: 5326.641602
	Iteration 34F: 3 clusters Score -8361168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Entering Unmasked Estep 
Score: -218268.171875 Penalty: 1764.462769
	Iteration 0F: 2 clusters Score -218268.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -216152.328125 Penalty: 3528.925537
	Iteration 0F: 3 clusters Score -216152.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -216455.687500 Penalty: 3528.925537
	Iteration 1F: 3 clusters Score -216455.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -216543.828125 Penalty: 3528.925537
	Iteration 2F: 3 clusters Score -216543.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -216592.234375 Penalty: 3528.925537
	Iteration 3Q: 3 clusters Score -216592.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -216629.421875 Penalty: 3528.925537
	Iteration 4Q: 3 clusters Score -216629.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -216653.937500 Penalty: 3528.925537
	Iteration 5Q: 3 clusters Score -216653.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -216679.031250 Penalty: 3528.925537
	Iteration 6Q: 3 clusters Score -216679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -216697.703125 Penalty: 3528.925537
	Iteration 7Q: 3 clusters Score -216697.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -216726.609375 Penalty: 3528.925537
	Iteration 8Q: 3 clusters Score -216726.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -216766.000000 Penalty: 3528.925537
	Iteration 9Q: 3 clusters Score -216766 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -216798.453125 Penalty: 3528.925537
	Iteration 10Q: 3 clusters Score -216798.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -216831.093750 Penalty: 3528.925537
	Iteration 11Q: 3 clusters Score -216831.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -216858.718750 Penalty: 3528.925537
	Iteration 12Q: 3 clusters Score -216858.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -216877.609375 Penalty: 3528.925537
	Iteration 13Q: 3 clusters Score -216877.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -216890.031250 Penalty: 3528.925537
	Iteration 14Q: 3 clusters Score -216890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -216899.531250 Penalty: 3528.925537
	Iteration 15Q: 3 clusters Score -216899.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -216902.937500 Penalty: 3528.925537
	Iteration 16Q: 3 clusters Score -216902.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -216913.078125 Penalty: 3528.925537
	Iteration 17Q: 3 clusters Score -216913.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -216919.187500 Penalty: 3528.925537
	Iteration 18Q: 3 clusters Score -216919.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -216928.140625 Penalty: 3528.925537
	Iteration 19Q: 3 clusters Score -216928.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -216938.796875 Penalty: 3528.925537
	Iteration 20F: 3 clusters Score -216938.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -216946.046875 Penalty: 3528.925537
	Iteration 21Q: 3 clusters Score -216946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -216951.515625 Penalty: 3528.925537
	Iteration 22Q: 3 clusters Score -216951.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -216957.984375 Penalty: 3528.925537
	Iteration 23Q: 3 clusters Score -216958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -216963.234375 Penalty: 3528.925537
	Iteration 24Q: 3 clusters Score -216963.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -216972.421875 Penalty: 3528.925537
	Iteration 25Q: 3 clusters Score -216972.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -216975.296875 Penalty: 3528.925537
	Iteration 26Q: 3 clusters Score -216975.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -216977.171875 Penalty: 3528.925537
	Iteration 27Q: 3 clusters Score -216977.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -216980.953125 Penalty: 3528.925537
	Iteration 28Q: 3 clusters Score -216981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -216983.171875 Penalty: 3528.925537
	Iteration 29Q: 3 clusters Score -216983.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -216985.937500 Penalty: 3528.925537
	Iteration 30Q: 3 clusters Score -216985.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -216988.000000 Penalty: 3528.925537
	Iteration 31Q: 3 clusters Score -216988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -216988.000000 Penalty: 3528.925537
	Iteration 32F: 3 clusters Score -216988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (41233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41233 members 
Entering Unmasked Estep 
Score: -7549567.500000 Penalty: 2635.494629
	Iteration 0F: 2 clusters Score -7549568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -7521925.500000 Penalty: 5270.989258
	Iteration 0F: 3 clusters Score -7521926 nChanged 19059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -7532252.500000 Penalty: 5270.989258
	Iteration 1F: 3 clusters Score -7532252 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -7532752.500000 Penalty: 5270.989258
	Iteration 2Q: 3 clusters Score -7532752 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -7533354.000000 Penalty: 5270.989258
	Iteration 3Q: 3 clusters Score -7533354 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -7534160.500000 Penalty: 5270.989258
	Iteration 4Q: 3 clusters Score -7534160 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -7535314.000000 Penalty: 5270.989258
	Iteration 5F: 3 clusters Score -7535314 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 27371 members 
Entering Unmasked Estep 
Score: -7536938.500000 Penalty: 5270.989258
	Iteration 6F: 3 clusters Score -7536938 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 29949 members 
Entering Unmasked Estep 
Score: -7539311.000000 Penalty: 5270.989258
	Iteration 7F: 3 clusters Score -7539311 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -7542025.000000 Penalty: 5270.989258
	Iteration 8F: 3 clusters Score -7542025 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -7544582.500000 Penalty: 5270.989258
	Iteration 9F: 3 clusters Score -7544582 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -7546273.000000 Penalty: 5270.989258
	Iteration 10Q: 3 clusters Score -7546273 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 36397 members 
Entering Unmasked Estep 
Score: -7546937.000000 Penalty: 5270.989258
	Iteration 11Q: 3 clusters Score -7546937 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 36716 members 
Entering Unmasked Estep 
Score: -7547150.500000 Penalty: 5270.989258
	Iteration 12Q: 3 clusters Score -7547150 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -7547298.500000 Penalty: 5270.989258
	Iteration 13Q: 3 clusters Score -7547298 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 37152 members 
Entering Unmasked Estep 
Score: -7547403.500000 Penalty: 5270.989258
	Iteration 14Q: 3 clusters Score -7547404 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
Score: -7547445.500000 Penalty: 5270.989258
	Iteration 15Q: 3 clusters Score -7547446 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 37451 members 
Entering Unmasked Estep 
Score: -7547461.500000 Penalty: 5270.989258
	Iteration 16Q: 3 clusters Score -7547462 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 37570 members 
Entering Unmasked Estep 
Score: -7547493.000000 Penalty: 5270.989258
	Iteration 17Q: 3 clusters Score -7547493 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -7547520.000000 Penalty: 5270.989258
	Iteration 18Q: 3 clusters Score -7547520 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
Score: -7547520.500000 Penalty: 5270.989258
	Iteration 19Q: 3 clusters Score -7547520 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -7547530.500000 Penalty: 5270.989258
	Iteration 20F: 3 clusters Score -7547530 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -7547547.500000 Penalty: 5270.989258
	Iteration 21Q: 3 clusters Score -7547548 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 37901 members 
Entering Unmasked Estep 
Score: -7547546.000000 Penalty: 5270.989258
	Iteration 22Q: 3 clusters Score -7547546 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -7547540.000000 Penalty: 5270.989258
	Iteration 23Q: 3 clusters Score -7547540 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 37981 members 
Entering Unmasked Estep 
Score: -7547531.000000 Penalty: 5270.989258
	Iteration 24Q: 3 clusters Score -7547531 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -7547531.500000 Penalty: 5270.989258
	Iteration 25Q: 3 clusters Score -7547532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 38022 members 
Entering Unmasked Estep 
Score: -7547539.000000 Penalty: 5270.989258
	Iteration 26Q: 3 clusters Score -7547539 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -7547542.500000 Penalty: 5270.989258
	Iteration 27Q: 3 clusters Score -7547542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -7547544.500000 Penalty: 5270.989258
	Iteration 28Q: 3 clusters Score -7547544 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 38075 members 
Entering Unmasked Estep 
Score: -7547551.000000 Penalty: 5270.989258
	Iteration 29Q: 3 clusters Score -7547551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 38087 members 
Entering Unmasked Estep 
Score: -7547559.500000 Penalty: 5270.989258
	Iteration 30Q: 3 clusters Score -7547560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -7547564.000000 Penalty: 5270.989258
	Iteration 31Q: 3 clusters Score -7547564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 38118 members 
Entering Unmasked Estep 
Score: -7547556.000000 Penalty: 5270.989258
	Iteration 32Q: 3 clusters Score -7547556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -7547556.000000 Penalty: 5270.989258
	Iteration 33Q: 3 clusters Score -7547556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -7547558.000000 Penalty: 5270.989258
	Iteration 34Q: 3 clusters Score -7547558 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -7547567.000000 Penalty: 5270.989258
	Iteration 35Q: 3 clusters Score -7547567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -7547568.500000 Penalty: 5270.989258
	Iteration 36Q: 3 clusters Score -7547568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -7547563.000000 Penalty: 5270.989258
	Iteration 37Q: 3 clusters Score -7547563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -7547551.000000 Penalty: 5270.989258
	Iteration 38Q: 3 clusters Score -7547551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 38209 members 
Entering Unmasked Estep 
Score: -7547566.000000 Penalty: 5270.989258
	Iteration 39Q: 3 clusters Score -7547566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -7547570.000000 Penalty: 5270.989258
	Iteration 40F: 3 clusters Score -7547570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 38222 members 
Entering Unmasked Estep 
Score: -7547570.500000 Penalty: 5270.989258
	Iteration 41Q: 3 clusters Score -7547570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 38230 members 
Entering Unmasked Estep 
Score: -7547575.000000 Penalty: 5270.989258
	Iteration 42Q: 3 clusters Score -7547575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
Score: -7547558.500000 Penalty: 5270.989258
	Iteration 43Q: 3 clusters Score -7547558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -7547555.000000 Penalty: 5270.989258
	Iteration 44Q: 3 clusters Score -7547555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 38243 members 
Entering Unmasked Estep 
Score: -7547561.000000 Penalty: 5270.989258
	Iteration 45Q: 3 clusters Score -7547561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 38246 members 
Entering Unmasked Estep 
Score: -7547562.500000 Penalty: 5270.989258
	Iteration 46Q: 3 clusters Score -7547562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 38252 members 
Entering Unmasked Estep 
Score: -7547555.000000 Penalty: 5270.989258
	Iteration 47Q: 3 clusters Score -7547555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 38257 members 
Entering Unmasked Estep 
Score: -7547560.500000 Penalty: 5270.989258
	Iteration 48Q: 3 clusters Score -7547560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -7547551.500000 Penalty: 5270.989258
	Iteration 49Q: 3 clusters Score -7547552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 38276 members 
Entering Unmasked Estep 
Score: -7547552.000000 Penalty: 5270.989258
	Iteration 50Q: 3 clusters Score -7547552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -7547554.000000 Penalty: 5270.989258
	Iteration 51Q: 3 clusters Score -7547554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 38294 members 
Entering Unmasked Estep 
Score: -7547561.500000 Penalty: 5270.989258
	Iteration 52Q: 3 clusters Score -7547562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -7547557.000000 Penalty: 5270.989258
	Iteration 53Q: 3 clusters Score -7547557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 38299 members 
Entering Unmasked Estep 
Score: -7547556.500000 Penalty: 5270.989258
	Iteration 54Q: 3 clusters Score -7547556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 38309 members 
Entering Unmasked Estep 
Score: -7547554.500000 Penalty: 5270.989258
	Iteration 55Q: 3 clusters Score -7547554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -7547569.000000 Penalty: 5270.989258
	Iteration 56Q: 3 clusters Score -7547569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -7547573.500000 Penalty: 5270.989258
	Iteration 57Q: 3 clusters Score -7547574 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -7547555.500000 Penalty: 5270.989258
	Iteration 58Q: 3 clusters Score -7547556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 38362 members 
Entering Unmasked Estep 
Score: -7547566.000000 Penalty: 5270.989258
	Iteration 59Q: 3 clusters Score -7547566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 38379 members 
Entering Unmasked Estep 
Score: -7547581.500000 Penalty: 5270.989258
	Iteration 60F: 3 clusters Score -7547582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 38390 members 
Entering Unmasked Estep 
Score: -7547573.000000 Penalty: 5270.989258
	Iteration 61Q: 3 clusters Score -7547573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
Score: -7547572.500000 Penalty: 5270.989258
	Iteration 62Q: 3 clusters Score -7547572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -7547573.500000 Penalty: 5270.989258
	Iteration 63Q: 3 clusters Score -7547574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 38415 members 
Entering Unmasked Estep 
Score: -7547585.000000 Penalty: 5270.989258
	Iteration 64Q: 3 clusters Score -7547585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
Score: -7547590.000000 Penalty: 5270.989258
	Iteration 65Q: 3 clusters Score -7547590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 38431 members 
Entering Unmasked Estep 
Score: -7547591.000000 Penalty: 5270.989258
	Iteration 66Q: 3 clusters Score -7547591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 38435 members 
Entering Unmasked Estep 
Score: -7547586.500000 Penalty: 5270.989258
	Iteration 67Q: 3 clusters Score -7547586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -7547591.500000 Penalty: 5270.989258
	Iteration 68Q: 3 clusters Score -7547592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
Score: -7547586.500000 Penalty: 5270.989258
	Iteration 69Q: 3 clusters Score -7547586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 38455 members 
Entering Unmasked Estep 
Score: -7547590.000000 Penalty: 5270.989258
	Iteration 70Q: 3 clusters Score -7547590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 38462 members 
Entering Unmasked Estep 
Score: -7547595.000000 Penalty: 5270.989258
	Iteration 71Q: 3 clusters Score -7547595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -7547597.500000 Penalty: 5270.989258
	Iteration 72Q: 3 clusters Score -7547598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -7547596.500000 Penalty: 5270.989258
	Iteration 73Q: 3 clusters Score -7547596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 38476 members 
Entering Unmasked Estep 
Score: -7547597.500000 Penalty: 5270.989258
	Iteration 74Q: 3 clusters Score -7547598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -7547601.000000 Penalty: 5270.989258
	Iteration 75Q: 3 clusters Score -7547601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 38490 members 
Entering Unmasked Estep 
Score: -7547593.500000 Penalty: 5270.989258
	Iteration 76Q: 3 clusters Score -7547594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 38500 members 
Entering Unmasked Estep 
Score: -7547598.000000 Penalty: 5270.989258
	Iteration 77Q: 3 clusters Score -7547598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 38507 members 
Entering Unmasked Estep 
Score: -7547602.000000 Penalty: 5270.989258
	Iteration 78Q: 3 clusters Score -7547602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -7547612.500000 Penalty: 5270.989258
	Iteration 79Q: 3 clusters Score -7547612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -7547612.500000 Penalty: 5270.989258
	Iteration 80F: 3 clusters Score -7547612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -7547610.000000 Penalty: 5270.989258
	Iteration 81Q: 3 clusters Score -7547610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 38568 members 
Entering Unmasked Estep 
Score: -7547604.500000 Penalty: 5270.989258
	Iteration 82Q: 3 clusters Score -7547604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -7547603.500000 Penalty: 5270.989258
	Iteration 83Q: 3 clusters Score -7547604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -7547609.000000 Penalty: 5270.989258
	Iteration 84Q: 3 clusters Score -7547609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -7547620.500000 Penalty: 5270.989258
	Iteration 85Q: 3 clusters Score -7547620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -7547610.500000 Penalty: 5270.989258
	Iteration 86Q: 3 clusters Score -7547610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 38633 members 
Entering Unmasked Estep 
Score: -7547606.500000 Penalty: 5270.989258
	Iteration 87Q: 3 clusters Score -7547606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -7547609.500000 Penalty: 5270.989258
	Iteration 88Q: 3 clusters Score -7547610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 38643 members 
Entering Unmasked Estep 
Score: -7547610.500000 Penalty: 5270.989258
	Iteration 89Q: 3 clusters Score -7547610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
Score: -7547606.000000 Penalty: 5270.989258
	Iteration 90Q: 3 clusters Score -7547606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -7547602.000000 Penalty: 5270.989258
	Iteration 91Q: 3 clusters Score -7547602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -7547602.000000 Penalty: 5270.989258
	Iteration 92F: 3 clusters Score -7547602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -40382.617188 Penalty: 1492.006958
	Iteration 0F: 2 clusters Score -40382.62 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 202 members 
Entering Unmasked Estep 
Score: -39031.980469 Penalty: 2984.013916
	Iteration 0F: 3 clusters Score -39031.98 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -39342.855469 Penalty: 2984.013916
	Iteration 1F: 3 clusters Score -39342.86 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -39577.699219 Penalty: 2984.013916
	Iteration 2F: 3 clusters Score -39577.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -39687.484375 Penalty: 2984.013916
	Iteration 3Q: 3 clusters Score -39687.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -39826.828125 Penalty: 2984.013916
	Iteration 4Q: 3 clusters Score -39826.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -39927.867188 Penalty: 2984.013916
	Iteration 5Q: 3 clusters Score -39927.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -39999.679688 Penalty: 2984.013916
	Iteration 6Q: 3 clusters Score -39999.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -40027.691406 Penalty: 2984.013916
	Iteration 7Q: 3 clusters Score -40027.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -40034.636719 Penalty: 2984.013916
	Iteration 8Q: 3 clusters Score -40034.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -40034.636719 Penalty: 2984.013916
	Iteration 9F: 3 clusters Score -40034.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Entering Unmasked Estep 
Score: -214520.046875 Penalty: 1766.070679
	Iteration 0F: 2 clusters Score -214520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -212419.015625 Penalty: 3532.141357
	Iteration 0F: 3 clusters Score -212419 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -212834.625000 Penalty: 3532.141357
	Iteration 1F: 3 clusters Score -212834.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -213115.171875 Penalty: 3532.141357
	Iteration 2F: 3 clusters Score -213115.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -213444.953125 Penalty: 3532.141357
	Iteration 3F: 3 clusters Score -213445 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -213780.640625 Penalty: 3532.141357
	Iteration 4F: 3 clusters Score -213780.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -214030.000000 Penalty: 3532.141357
	Iteration 5F: 3 clusters Score -214030 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -214110.468750 Penalty: 3532.141357
	Iteration 6Q: 3 clusters Score -214110.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -214133.406250 Penalty: 3532.141357
	Iteration 7Q: 3 clusters Score -214133.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -214144.203125 Penalty: 3532.141357
	Iteration 8Q: 3 clusters Score -214144.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -214145.468750 Penalty: 3532.141357
	Iteration 9Q: 3 clusters Score -214145.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -214145.468750 Penalty: 3532.141357
	Iteration 10F: 3 clusters Score -214145.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (41963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Entering Unmasked Estep 
Score: -7652029.000000 Penalty: 2639.846924
	Iteration 0F: 2 clusters Score -7652029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -7623958.500000 Penalty: 5279.693848
	Iteration 0F: 3 clusters Score -7623958 nChanged 19106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -7634436.500000 Penalty: 5279.693848
	Iteration 1F: 3 clusters Score -7634436 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18897 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -7634957.500000 Penalty: 5279.693848
	Iteration 2Q: 3 clusters Score -7634958 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -7635588.500000 Penalty: 5279.693848
	Iteration 3Q: 3 clusters Score -7635588 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -7636357.000000 Penalty: 5279.693848
	Iteration 4Q: 3 clusters Score -7636357 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -7637578.500000 Penalty: 5279.693848
	Iteration 5F: 3 clusters Score -7637578 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -7639415.500000 Penalty: 5279.693848
	Iteration 6F: 3 clusters Score -7639416 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -7641904.500000 Penalty: 5279.693848
	Iteration 7F: 3 clusters Score -7641904 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 36451 members 
Entering Unmasked Estep 
Score: -7644685.000000 Penalty: 5279.693848
	Iteration 8F: 3 clusters Score -7644685 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -7647076.500000 Penalty: 5279.693848
	Iteration 9F: 3 clusters Score -7647076 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 40291 members 
Entering Unmasked Estep 
Score: -7648527.000000 Penalty: 5279.693848
	Iteration 10Q: 3 clusters Score -7648527 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -7649226.500000 Penalty: 5279.693848
	Iteration 11Q: 3 clusters Score -7649226 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -7649550.000000 Penalty: 5279.693848
	Iteration 12Q: 3 clusters Score -7649550 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 41422 members 
Entering Unmasked Estep 
Score: -7649671.500000 Penalty: 5279.693848
	Iteration 13Q: 3 clusters Score -7649672 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 41485 members 
Entering Unmasked Estep 
Score: -7649755.000000 Penalty: 5279.693848
	Iteration 14Q: 3 clusters Score -7649755 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 41514 members 
Entering Unmasked Estep 
Score: -7649795.000000 Penalty: 5279.693848
	Iteration 15Q: 3 clusters Score -7649795 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -7649827.000000 Penalty: 5279.693848
	Iteration 16Q: 3 clusters Score -7649827 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -7649853.000000 Penalty: 5279.693848
	Iteration 17Q: 3 clusters Score -7649853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 41552 members 
Entering Unmasked Estep 
Score: -7649861.000000 Penalty: 5279.693848
	Iteration 18Q: 3 clusters Score -7649861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -7649869.500000 Penalty: 5279.693848
	Iteration 19Q: 3 clusters Score -7649870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -7649879.500000 Penalty: 5279.693848
	Iteration 20F: 3 clusters Score -7649880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -7649892.500000 Penalty: 5279.693848
	Iteration 21Q: 3 clusters Score -7649892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 41556 members 
Entering Unmasked Estep 
Score: -7649916.500000 Penalty: 5279.693848
	Iteration 22Q: 3 clusters Score -7649916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -7649920.500000 Penalty: 5279.693848
	Iteration 23Q: 3 clusters Score -7649920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -7649927.000000 Penalty: 5279.693848
	Iteration 24Q: 3 clusters Score -7649927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -7649927.000000 Penalty: 5279.693848
	Iteration 25Q: 3 clusters Score -7649927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 41562 members 
Entering Unmasked Estep 
Score: -7649941.000000 Penalty: 5279.693848
	Iteration 26Q: 3 clusters Score -7649941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 41568 members 
Entering Unmasked Estep 
Score: -7649944.000000 Penalty: 5279.693848
	Iteration 27Q: 3 clusters Score -7649944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -7649945.500000 Penalty: 5279.693848
	Iteration 28Q: 3 clusters Score -7649946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -7649940.000000 Penalty: 5279.693848
	Iteration 29Q: 3 clusters Score -7649940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -7649940.000000 Penalty: 5279.693848
	Iteration 30F: 3 clusters Score -7649940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Entering Unmasked Estep 
Score: -173740.015625 Penalty: 1737.885010
	Iteration 0F: 2 clusters Score -173740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -171752.468750 Penalty: 3475.770020
	Iteration 0F: 3 clusters Score -171752.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -172223.421875 Penalty: 3475.770020
	Iteration 1F: 3 clusters Score -172223.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -172452.734375 Penalty: 3475.770020
	Iteration 2F: 3 clusters Score -172452.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -172568.968750 Penalty: 3475.770020
	Iteration 3F: 3 clusters Score -172569 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -172661.671875 Penalty: 3475.770020
	Iteration 4Q: 3 clusters Score -172661.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -172730.062500 Penalty: 3475.770020
	Iteration 5Q: 3 clusters Score -172730.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -172774.843750 Penalty: 3475.770020
	Iteration 6Q: 3 clusters Score -172774.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -172797.296875 Penalty: 3475.770020
	Iteration 7Q: 3 clusters Score -172797.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -172822.953125 Penalty: 3475.770020
	Iteration 8Q: 3 clusters Score -172823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -172868.953125 Penalty: 3475.770020
	Iteration 9Q: 3 clusters Score -172869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -172891.125000 Penalty: 3475.770020
	Iteration 10Q: 3 clusters Score -172891.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -172905.109375 Penalty: 3475.770020
	Iteration 11Q: 3 clusters Score -172905.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -172915.609375 Penalty: 3475.770020
	Iteration 12Q: 3 clusters Score -172915.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -172918.984375 Penalty: 3475.770020
	Iteration 13Q: 3 clusters Score -172919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -172923.359375 Penalty: 3475.770020
	Iteration 14Q: 3 clusters Score -172923.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -172923.359375 Penalty: 3475.770020
	Iteration 15F: 3 clusters Score -172923.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47808 members 
Entering Unmasked Estep 
Score: -8833381.000000 Penalty: 2672.187012
	Iteration 0F: 2 clusters Score -8833381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -8804038.000000 Penalty: 5344.374023
	Iteration 0F: 3 clusters Score -8804038 nChanged 22051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -8816162.000000 Penalty: 5344.374023
	Iteration 1F: 3 clusters Score -8816162 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -8816801.000000 Penalty: 5344.374023
	Iteration 2Q: 3 clusters Score -8816801 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -8817486.000000 Penalty: 5344.374023
	Iteration 3Q: 3 clusters Score -8817486 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -8818463.000000 Penalty: 5344.374023
	Iteration 4Q: 3 clusters Score -8818463 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -8819862.000000 Penalty: 5344.374023
	Iteration 5F: 3 clusters Score -8819862 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -8821939.000000 Penalty: 5344.374023
	Iteration 6F: 3 clusters Score -8821939 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -8824592.000000 Penalty: 5344.374023
	Iteration 7F: 3 clusters Score -8824592 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -8827452.000000 Penalty: 5344.374023
	Iteration 8F: 3 clusters Score -8827452 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -8829659.000000 Penalty: 5344.374023
	Iteration 9F: 3 clusters Score -8829659 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45872 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -8830524.000000 Penalty: 5344.374023
	Iteration 10Q: 3 clusters Score -8830524 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46858 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -8830856.000000 Penalty: 5344.374023
	Iteration 11Q: 3 clusters Score -8830856 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47240 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -8831007.000000 Penalty: 5344.374023
	Iteration 12Q: 3 clusters Score -8831007 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47362 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8831084.000000 Penalty: 5344.374023
	Iteration 13Q: 3 clusters Score -8831084 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47414 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8831119.000000 Penalty: 5344.374023
	Iteration 14Q: 3 clusters Score -8831119 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47448 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8831125.000000 Penalty: 5344.374023
	Iteration 15Q: 3 clusters Score -8831125 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47471 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -8831152.000000 Penalty: 5344.374023
	Iteration 16Q: 3 clusters Score -8831152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47484 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8831176.000000 Penalty: 5344.374023
	Iteration 17Q: 3 clusters Score -8831176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47500 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8831197.000000 Penalty: 5344.374023
	Iteration 18Q: 3 clusters Score -8831197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47511 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8831204.000000 Penalty: 5344.374023
	Iteration 19Q: 3 clusters Score -8831204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47516 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8831213.000000 Penalty: 5344.374023
	Iteration 20F: 3 clusters Score -8831213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47519 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -8831215.000000 Penalty: 5344.374023
	Iteration 21Q: 3 clusters Score -8831215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47522 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -8831236.000000 Penalty: 5344.374023
	Iteration 22Q: 3 clusters Score -8831236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47522 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -8831227.000000 Penalty: 5344.374023
	Iteration 23Q: 3 clusters Score -8831227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47524 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8831231.000000 Penalty: 5344.374023
	Iteration 24Q: 3 clusters Score -8831231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8831239.000000 Penalty: 5344.374023
	Iteration 25Q: 3 clusters Score -8831239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -8831239.000000 Penalty: 5344.374023
	Iteration 26Q: 3 clusters Score -8831239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47527 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -8831241.000000 Penalty: 5344.374023
	Iteration 27Q: 3 clusters Score -8831241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -8831241.000000 Penalty: 5344.374023
	Iteration 28Q: 3 clusters Score -8831241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8831236.000000 Penalty: 5344.374023
	Iteration 29Q: 3 clusters Score -8831236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8831236.000000 Penalty: 5344.374023
	Iteration 30Q: 3 clusters Score -8831236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47525 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8831236.000000 Penalty: 5344.374023
	Iteration 31F: 3 clusters Score -8831236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -15706.192383 Penalty: 1338.744385
	Iteration 0F: 2 clusters Score -15706.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14651.084961 Penalty: 2677.488770
	Iteration 0F: 3 clusters Score -14651.08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14729.664062 Penalty: 2677.488770
	Iteration 1F: 3 clusters Score -14729.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -14771.353516 Penalty: 2677.488770
	Iteration 2Q: 3 clusters Score -14771.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14794.610352 Penalty: 2677.488770
	Iteration 3Q: 3 clusters Score -14794.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -14810.625000 Penalty: 2677.488770
	Iteration 4Q: 3 clusters Score -14810.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14818.114258 Penalty: 2677.488770
	Iteration 5Q: 3 clusters Score -14818.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14818.114258 Penalty: 2677.488770
	Iteration 6F: 3 clusters Score -14818.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -120444.906250 Penalty: 1626.784546
	Iteration 0F: 2 clusters Score -120444.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -118749.937500 Penalty: 3253.569092
	Iteration 0F: 3 clusters Score -118749.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -119011.242188 Penalty: 3253.569092
	Iteration 1F: 3 clusters Score -119011.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -119175.500000 Penalty: 3253.569092
	Iteration 2F: 3 clusters Score -119175.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -119287.820312 Penalty: 3253.569092
	Iteration 3F: 3 clusters Score -119287.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -119371.851562 Penalty: 3253.569092
	Iteration 4Q: 3 clusters Score -119371.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -119456.609375 Penalty: 3253.569092
	Iteration 5Q: 3 clusters Score -119456.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -119551.328125 Penalty: 3253.569092
	Iteration 6Q: 3 clusters Score -119551.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -119663.445312 Penalty: 3253.569092
	Iteration 7Q: 3 clusters Score -119663.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -119749.273438 Penalty: 3253.569092
	Iteration 8Q: 3 clusters Score -119749.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -119805.328125 Penalty: 3253.569092
	Iteration 9Q: 3 clusters Score -119805.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -119828.531250 Penalty: 3253.569092
	Iteration 10Q: 3 clusters Score -119828.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -119846.054688 Penalty: 3253.569092
	Iteration 11Q: 3 clusters Score -119846.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -119852.781250 Penalty: 3253.569092
	Iteration 12Q: 3 clusters Score -119852.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -119856.976562 Penalty: 3253.569092
	Iteration 13Q: 3 clusters Score -119857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -119861.710938 Penalty: 3253.569092
	Iteration 14Q: 3 clusters Score -119861.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -119867.820312 Penalty: 3253.569092
	Iteration 15Q: 3 clusters Score -119867.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -119871.414062 Penalty: 3253.569092
	Iteration 16Q: 3 clusters Score -119871.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -119876.632812 Penalty: 3253.569092
	Iteration 17Q: 3 clusters Score -119876.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -119894.046875 Penalty: 3253.569092
	Iteration 18Q: 3 clusters Score -119894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -119902.726562 Penalty: 3253.569092
	Iteration 19Q: 3 clusters Score -119902.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -119912.617188 Penalty: 3253.569092
	Iteration 20F: 3 clusters Score -119912.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -119947.789062 Penalty: 3253.569092
	Iteration 21Q: 3 clusters Score -119947.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -119982.437500 Penalty: 3253.569092
	Iteration 22Q: 3 clusters Score -119982.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -120015.476562 Penalty: 3253.569092
	Iteration 23Q: 3 clusters Score -120015.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -120030.234375 Penalty: 3253.569092
	Iteration 24Q: 3 clusters Score -120030.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -120049.656250 Penalty: 3253.569092
	Iteration 25Q: 3 clusters Score -120049.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -120067.843750 Penalty: 3253.569092
	Iteration 26Q: 3 clusters Score -120067.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -120073.898438 Penalty: 3253.569092
	Iteration 27Q: 3 clusters Score -120073.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -120073.898438 Penalty: 3253.569092
	Iteration 28F: 3 clusters Score -120073.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44267 members 
Entering Unmasked Estep 
Score: -8077547.000000 Penalty: 2653.102783
	Iteration 0F: 2 clusters Score -8077547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -8048166.000000 Penalty: 5306.205566
	Iteration 0F: 3 clusters Score -8048166 nChanged 20354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -8059299.500000 Penalty: 5306.205566
	Iteration 1F: 3 clusters Score -8059300 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -8059990.500000 Penalty: 5306.205566
	Iteration 2Q: 3 clusters Score -8059990 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 23255 members 
Entering Unmasked Estep 
Score: -8060920.500000 Penalty: 5306.205566
	Iteration 3Q: 3 clusters Score -8060920 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -8062195.000000 Penalty: 5306.205566
	Iteration 4Q: 3 clusters Score -8062195 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -8063998.500000 Penalty: 5306.205566
	Iteration 5F: 3 clusters Score -8063998 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -8066327.000000 Penalty: 5306.205566
	Iteration 6F: 3 clusters Score -8066327 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -8069307.000000 Penalty: 5306.205566
	Iteration 7F: 3 clusters Score -8069307 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -8072528.500000 Penalty: 5306.205566
	Iteration 8F: 3 clusters Score -8072528 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25775 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -8074737.000000 Penalty: 5306.205566
	Iteration 9F: 3 clusters Score -8074737 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -8075689.000000 Penalty: 5306.205566
	Iteration 10Q: 3 clusters Score -8075689 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 16958 members 
Entering Unmasked Estep 
Score: -8076244.000000 Penalty: 5306.205566
	Iteration 11Q: 3 clusters Score -8076244 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -8076604.500000 Penalty: 5306.205566
	Iteration 12Q: 3 clusters Score -8076604 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -8076838.000000 Penalty: 5306.205566
	Iteration 13Q: 3 clusters Score -8076838 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -8076992.000000 Penalty: 5306.205566
	Iteration 14Q: 3 clusters Score -8076992 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -8077089.500000 Penalty: 5306.205566
	Iteration 15Q: 3 clusters Score -8077090 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -8077138.500000 Penalty: 5306.205566
	Iteration 16Q: 3 clusters Score -8077138 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -8077138.500000 Penalty: 5306.205566
	Iteration 17Q: 3 clusters Score -8077138 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -8077164.000000 Penalty: 5306.205566
	Iteration 18Q: 3 clusters Score -8077164 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -8077201.000000 Penalty: 5306.205566
	Iteration 19Q: 3 clusters Score -8077201 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -8077227.500000 Penalty: 5306.205566
	Iteration 20F: 3 clusters Score -8077228 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -8077230.500000 Penalty: 5306.205566
	Iteration 21Q: 3 clusters Score -8077230 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -8077239.500000 Penalty: 5306.205566
	Iteration 22Q: 3 clusters Score -8077240 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -8077294.000000 Penalty: 5306.205566
	Iteration 23Q: 3 clusters Score -8077294 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -8077297.000000 Penalty: 5306.205566
	Iteration 24Q: 3 clusters Score -8077297 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 14175 members 
Entering Unmasked Estep 
Score: -8077300.000000 Penalty: 5306.205566
	Iteration 25Q: 3 clusters Score -8077300 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 14067 members 
Entering Unmasked Estep 
Score: -8077284.500000 Penalty: 5306.205566
	Iteration 26Q: 3 clusters Score -8077284 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -8077288.000000 Penalty: 5306.205566
	Iteration 27Q: 3 clusters Score -8077288 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -8077295.000000 Penalty: 5306.205566
	Iteration 28Q: 3 clusters Score -8077295 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -8077311.000000 Penalty: 5306.205566
	Iteration 29Q: 3 clusters Score -8077311 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -8077338.000000 Penalty: 5306.205566
	Iteration 30Q: 3 clusters Score -8077338 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30875 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -8077345.000000 Penalty: 5306.205566
	Iteration 31Q: 3 clusters Score -8077345 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -8077381.000000 Penalty: 5306.205566
	Iteration 32Q: 3 clusters Score -8077381 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -8077422.000000 Penalty: 5306.205566
	Iteration 33Q: 3 clusters Score -8077422 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -8077429.500000 Penalty: 5306.205566
	Iteration 34Q: 3 clusters Score -8077430 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -8077445.500000 Penalty: 5306.205566
	Iteration 35Q: 3 clusters Score -8077446 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -8077470.500000 Penalty: 5306.205566
	Iteration 36Q: 3 clusters Score -8077470 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -8077493.500000 Penalty: 5306.205566
	Iteration 37Q: 3 clusters Score -8077494 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -8077514.500000 Penalty: 5306.205566
	Iteration 38Q: 3 clusters Score -8077514 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -8077543.000000 Penalty: 5306.205566
	Iteration 39Q: 3 clusters Score -8077543 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -8077571.500000 Penalty: 5306.205566
	Iteration 40F: 3 clusters Score -8077572 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -8077604.000000 Penalty: 5306.205566
	Iteration 41Q: 3 clusters Score -8077604 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -8077583.500000 Penalty: 5306.205566
	Iteration 42Q: 3 clusters Score -8077584 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -8077613.000000 Penalty: 5306.205566
	Iteration 43Q: 3 clusters Score -8077613 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -8077641.000000 Penalty: 5306.205566
	Iteration 44Q: 3 clusters Score -8077641 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -8077652.500000 Penalty: 5306.205566
	Iteration 45Q: 3 clusters Score -8077652 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -8077668.500000 Penalty: 5306.205566
	Iteration 46Q: 3 clusters Score -8077668 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -8077666.000000 Penalty: 5306.205566
	Iteration 47Q: 3 clusters Score -8077666 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -8077691.000000 Penalty: 5306.205566
	Iteration 48Q: 3 clusters Score -8077691 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -8077711.000000 Penalty: 5306.205566
	Iteration 49Q: 3 clusters Score -8077711 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -8077727.500000 Penalty: 5306.205566
	Iteration 50Q: 3 clusters Score -8077728 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -8077715.000000 Penalty: 5306.205566
	Iteration 51Q: 3 clusters Score -8077715 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -8077716.000000 Penalty: 5306.205566
	Iteration 52Q: 3 clusters Score -8077716 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -8077738.000000 Penalty: 5306.205566
	Iteration 53Q: 3 clusters Score -8077738 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -8077746.000000 Penalty: 5306.205566
	Iteration 54Q: 3 clusters Score -8077746 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -8077745.000000 Penalty: 5306.205566
	Iteration 55Q: 3 clusters Score -8077745 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -8077765.500000 Penalty: 5306.205566
	Iteration 56Q: 3 clusters Score -8077766 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -8077767.000000 Penalty: 5306.205566
	Iteration 57Q: 3 clusters Score -8077767 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -8077772.500000 Penalty: 5306.205566
	Iteration 58Q: 3 clusters Score -8077772 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34408 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -8077806.000000 Penalty: 5306.205566
	Iteration 59Q: 3 clusters Score -8077806 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -8077796.500000 Penalty: 5306.205566
	Iteration 60F: 3 clusters Score -8077796 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -8077822.000000 Penalty: 5306.205566
	Iteration 61Q: 3 clusters Score -8077822 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -8077817.500000 Penalty: 5306.205566
	Iteration 62Q: 3 clusters Score -8077818 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -8077833.000000 Penalty: 5306.205566
	Iteration 63Q: 3 clusters Score -8077833 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -8077822.500000 Penalty: 5306.205566
	Iteration 64Q: 3 clusters Score -8077822 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -8077834.500000 Penalty: 5306.205566
	Iteration 65Q: 3 clusters Score -8077834 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -8077825.500000 Penalty: 5306.205566
	Iteration 66Q: 3 clusters Score -8077826 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -8077825.500000 Penalty: 5306.205566
	Iteration 67Q: 3 clusters Score -8077826 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -8077826.500000 Penalty: 5306.205566
	Iteration 68Q: 3 clusters Score -8077826 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34835 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -8077828.500000 Penalty: 5306.205566
	Iteration 69Q: 3 clusters Score -8077828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34849 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -8077834.500000 Penalty: 5306.205566
	Iteration 70Q: 3 clusters Score -8077834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -8077833.000000 Penalty: 5306.205566
	Iteration 71Q: 3 clusters Score -8077833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -8077840.000000 Penalty: 5306.205566
	Iteration 72Q: 3 clusters Score -8077840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -8077833.500000 Penalty: 5306.205566
	Iteration 73Q: 3 clusters Score -8077834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -8077839.000000 Penalty: 5306.205566
	Iteration 74Q: 3 clusters Score -8077839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -8077830.500000 Penalty: 5306.205566
	Iteration 75Q: 3 clusters Score -8077830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -8077833.000000 Penalty: 5306.205566
	Iteration 76Q: 3 clusters Score -8077833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -8077839.500000 Penalty: 5306.205566
	Iteration 77Q: 3 clusters Score -8077840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -8077840.500000 Penalty: 5306.205566
	Iteration 78Q: 3 clusters Score -8077840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -8077841.500000 Penalty: 5306.205566
	Iteration 79Q: 3 clusters Score -8077842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -8077841.500000 Penalty: 5306.205566
	Iteration 80F: 3 clusters Score -8077842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -8077848.500000 Penalty: 5306.205566
	Iteration 81Q: 3 clusters Score -8077848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34930 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -8077850.500000 Penalty: 5306.205566
	Iteration 82Q: 3 clusters Score -8077850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -8077845.000000 Penalty: 5306.205566
	Iteration 83Q: 3 clusters Score -8077845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -8077840.000000 Penalty: 5306.205566
	Iteration 84Q: 3 clusters Score -8077840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -8077841.000000 Penalty: 5306.205566
	Iteration 85Q: 3 clusters Score -8077841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34962 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -8077846.000000 Penalty: 5306.205566
	Iteration 86Q: 3 clusters Score -8077846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -8077852.500000 Penalty: 5306.205566
	Iteration 87Q: 3 clusters Score -8077852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -8077846.000000 Penalty: 5306.205566
	Iteration 88Q: 3 clusters Score -8077846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -8077843.500000 Penalty: 5306.205566
	Iteration 89Q: 3 clusters Score -8077844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -8077850.000000 Penalty: 5306.205566
	Iteration 90Q: 3 clusters Score -8077850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34992 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -8077847.500000 Penalty: 5306.205566
	Iteration 91Q: 3 clusters Score -8077848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -8077844.000000 Penalty: 5306.205566
	Iteration 92Q: 3 clusters Score -8077844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -8077848.500000 Penalty: 5306.205566
	Iteration 93Q: 3 clusters Score -8077848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35000 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -8077841.500000 Penalty: 5306.205566
	Iteration 94Q: 3 clusters Score -8077842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -8077845.000000 Penalty: 5306.205566
	Iteration 95Q: 3 clusters Score -8077845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -8077844.000000 Penalty: 5306.205566
	Iteration 96Q: 3 clusters Score -8077844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -8077846.500000 Penalty: 5306.205566
	Iteration 97Q: 3 clusters Score -8077846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -8077838.500000 Penalty: 5306.205566
	Iteration 98Q: 3 clusters Score -8077838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -8077840.500000 Penalty: 5306.205566
	Iteration 99Q: 3 clusters Score -8077840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -8077840.500000 Penalty: 5306.205566
	Iteration 100F: 3 clusters Score -8077840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 42321 members 
Mstep: Class 3 contains 42926 members 
Mstep: Class 4 contains 46661 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24832 members 
Mstep: Class 7 contains 50667 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 46984 members 
Mstep: Class 10 contains 41630 members 
Mstep: Class 11 contains 46129 members 
Mstep: Class 12 contains 1230 members 
Mstep: Class 13 contains 41233 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 41963 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47808 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 35019 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50154 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 9248 members 
Entering Unmasked Estep 
Score: -111235024.000000 Penalty: 82671.179688
Splitting cluster 21 changes total score from -111235688.000000 to -111235024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -102341.140625 Penalty: 1640.119263
	Iteration 0F: 2 clusters Score -102341.1 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 389 members 
Entering Unmasked Estep 
Score: -100679.101562 Penalty: 3280.238525
	Iteration 0F: 3 clusters Score -100679.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -101385.687500 Penalty: 3280.238525
	Iteration 1F: 3 clusters Score -101385.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -101816.109375 Penalty: 3280.238525
	Iteration 2F: 3 clusters Score -101816.1 nChanged 48
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: -102017.929688 Penalty: 3280.238525
	Iteration 3F: 3 clusters Score -102017.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -102115.171875 Penalty: 3280.238525
	Iteration 4Q: 3 clusters Score -102115.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -102168.359375 Penalty: 3280.238525
	Iteration 5Q: 3 clusters Score -102168.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -102200.562500 Penalty: 3280.238525
	Iteration 6Q: 3 clusters Score -102200.6 nChanged 8
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: -102217.312500 Penalty: 3280.238525
	Iteration 7Q: 3 clusters Score -102217.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -102230.984375 Penalty: 3280.238525
	Iteration 8Q: 3 clusters Score -102231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -102235.890625 Penalty: 3280.238525
	Iteration 9Q: 3 clusters Score -102235.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -102235.890625 Penalty: 3280.238525
	Iteration 10F: 3 clusters Score -102235.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (50154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50154 members 
Entering Unmasked Estep 
Score: -9221024.000000 Penalty: 2684.067627
	Iteration 0F: 2 clusters Score -9221024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25187 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -9190465.000000 Penalty: 5368.135254
	Iteration 0F: 3 clusters Score -9190465 nChanged 23212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -9203385.000000 Penalty: 5368.135254
	Iteration 1F: 3 clusters Score -9203385 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -9204050.000000 Penalty: 5368.135254
	Iteration 2Q: 3 clusters Score -9204050 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -9204671.000000 Penalty: 5368.135254
	Iteration 3Q: 3 clusters Score -9204671 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -9205477.000000 Penalty: 5368.135254
	Iteration 4Q: 3 clusters Score -9205477 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -9206508.000000 Penalty: 5368.135254
	Iteration 5Q: 3 clusters Score -9206508 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -9207823.000000 Penalty: 5368.135254
	Iteration 6F: 3 clusters Score -9207823 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -9209697.000000 Penalty: 5368.135254
	Iteration 7F: 3 clusters Score -9209697 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -9211863.000000 Penalty: 5368.135254
	Iteration 8F: 3 clusters Score -9211863 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40419 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -9213872.000000 Penalty: 5368.135254
	Iteration 9F: 3 clusters Score -9213872 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -9215889.000000 Penalty: 5368.135254
	Iteration 10Q: 3 clusters Score -9215889 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44843 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -9217134.000000 Penalty: 5368.135254
	Iteration 11Q: 3 clusters Score -9217134 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46558 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -9217905.000000 Penalty: 5368.135254
	Iteration 12Q: 3 clusters Score -9217905 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47797 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -9218290.000000 Penalty: 5368.135254
	Iteration 13Q: 3 clusters Score -9218290 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48585 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -9218477.000000 Penalty: 5368.135254
	Iteration 14Q: 3 clusters Score -9218477 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49070 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -9218625.000000 Penalty: 5368.135254
	Iteration 15Q: 3 clusters Score -9218625 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49340 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -9218726.000000 Penalty: 5368.135254
	Iteration 16Q: 3 clusters Score -9218726 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49499 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -9218764.000000 Penalty: 5368.135254
	Iteration 17Q: 3 clusters Score -9218764 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49586 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -9218801.000000 Penalty: 5368.135254
	Iteration 18Q: 3 clusters Score -9218801 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49637 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -9218835.000000 Penalty: 5368.135254
	Iteration 19Q: 3 clusters Score -9218835 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49672 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -9218860.000000 Penalty: 5368.135254
	Iteration 20F: 3 clusters Score -9218860 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49693 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -9218902.000000 Penalty: 5368.135254
	Iteration 21Q: 3 clusters Score -9218902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49704 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -9218915.000000 Penalty: 5368.135254
	Iteration 22Q: 3 clusters Score -9218915 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49710 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -9218910.000000 Penalty: 5368.135254
	Iteration 23Q: 3 clusters Score -9218910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49714 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -9218912.000000 Penalty: 5368.135254
	Iteration 24Q: 3 clusters Score -9218912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49717 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -9218908.000000 Penalty: 5368.135254
	Iteration 25Q: 3 clusters Score -9218908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49721 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9218910.000000 Penalty: 5368.135254
	Iteration 26Q: 3 clusters Score -9218910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49725 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9218911.000000 Penalty: 5368.135254
	Iteration 27Q: 3 clusters Score -9218911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49726 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -9218912.000000 Penalty: 5368.135254
	Iteration 28Q: 3 clusters Score -9218912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49725 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9218909.000000 Penalty: 5368.135254
	Iteration 29Q: 3 clusters Score -9218909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49725 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9218916.000000 Penalty: 5368.135254
	Iteration 30Q: 3 clusters Score -9218916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49726 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -9218917.000000 Penalty: 5368.135254
	Iteration 31Q: 3 clusters Score -9218917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49726 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -9218915.000000 Penalty: 5368.135254
	Iteration 32Q: 3 clusters Score -9218915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49726 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -9218918.000000 Penalty: 5368.135254
	Iteration 33Q: 3 clusters Score -9218918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49725 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9218917.000000 Penalty: 5368.135254
	Iteration 34Q: 3 clusters Score -9218917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49725 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9218917.000000 Penalty: 5368.135254
	Iteration 35F: 3 clusters Score -9218917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -74500.921875 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -74500.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -73028.617188 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -73028.62 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -73408.914062 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -73408.91 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -73579.242188 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -73579.24 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -73697.070312 Penalty: 3184.317383
	Iteration 3F: 3 clusters Score -73697.07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -73739.890625 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -73739.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -73770.632812 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -73770.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -73811.789062 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -73811.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -73846.148438 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -73846.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -73873.117188 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -73873.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -73886.812500 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -73886.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -73891.078125 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -73891.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -73891.078125 Penalty: 3184.317383
	Iteration 11F: 3 clusters Score -73891.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 42321 members 
Mstep: Class 3 contains 42926 members 
Mstep: Class 4 contains 46661 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24832 members 
Mstep: Class 7 contains 50667 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 46984 members 
Mstep: Class 10 contains 41630 members 
Mstep: Class 11 contains 46129 members 
Mstep: Class 12 contains 1230 members 
Mstep: Class 13 contains 41233 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 41963 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47808 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 44267 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50154 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111235728.000000 Penalty: 79364.328125
Iteration 199Q: 25 clusters Score -1.112357e+08 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 42321 members 
Mstep: Class 3 contains 42981 members 
Mstep: Class 4 contains 46661 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24822 members 
Mstep: Class 7 contains 50659 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 47065 members 
Mstep: Class 10 contains 41610 members 
Mstep: Class 11 contains 46180 members 
Mstep: Class 12 contains 1235 members 
Mstep: Class 13 contains 41216 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1237 members 
Mstep: Class 16 contains 41992 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47791 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 44259 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50077 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111235936.000000 Penalty: 79364.328125
Iteration 200F: 25 clusters Score -1.112359e+08 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 42315 members 
Mstep: Class 3 contains 43052 members 
Mstep: Class 4 contains 46665 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24807 members 
Mstep: Class 7 contains 50613 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 47141 members 
Mstep: Class 10 contains 41580 members 
Mstep: Class 11 contains 46202 members 
Mstep: Class 12 contains 1238 members 
Mstep: Class 13 contains 41216 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1237 members 
Mstep: Class 16 contains 42046 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47781 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 44264 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49983 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111236032.000000 Penalty: 79364.328125
Iteration 201Q: 25 clusters Score -1.11236e+08 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 42305 members 
Mstep: Class 3 contains 43089 members 
Mstep: Class 4 contains 46668 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24803 members 
Mstep: Class 7 contains 50534 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 47216 members 
Mstep: Class 10 contains 41576 members 
Mstep: Class 11 contains 46220 members 
Mstep: Class 12 contains 1243 members 
Mstep: Class 13 contains 41209 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1237 members 
Mstep: Class 16 contains 42116 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47780 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 44278 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49898 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111236080.000000 Penalty: 79364.328125
Iteration 202Q: 25 clusters Score -1.112361e+08 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 42304 members 
Mstep: Class 3 contains 43096 members 
Mstep: Class 4 contains 46652 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24794 members 
Mstep: Class 7 contains 50464 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 47241 members 
Mstep: Class 10 contains 41618 members 
Mstep: Class 11 contains 46243 members 
Mstep: Class 12 contains 1241 members 
Mstep: Class 13 contains 41195 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1239 members 
Mstep: Class 16 contains 42177 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47752 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 707 members 
Mstep: Class 21 contains 44295 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49863 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111236160.000000 Penalty: 79364.328125
Iteration 203Q: 25 clusters Score -1.112362e+08 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 42293 members 
Mstep: Class 3 contains 43168 members 
Mstep: Class 4 contains 46621 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24786 members 
Mstep: Class 7 contains 50459 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 47229 members 
Mstep: Class 10 contains 41619 members 
Mstep: Class 11 contains 46275 members 
Mstep: Class 12 contains 1237 members 
Mstep: Class 13 contains 41189 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1239 members 
Mstep: Class 16 contains 42259 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47728 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 707 members 
Mstep: Class 21 contains 44292 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49831 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111236352.000000 Penalty: 79364.328125
Iteration 204Q: 25 clusters Score -1.112364e+08 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 42280 members 
Mstep: Class 3 contains 43283 members 
Mstep: Class 4 contains 46601 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24785 members 
Mstep: Class 7 contains 50459 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 47228 members 
Mstep: Class 10 contains 41618 members 
Mstep: Class 11 contains 46295 members 
Mstep: Class 12 contains 1236 members 
Mstep: Class 13 contains 41189 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1240 members 
Mstep: Class 16 contains 42334 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47667 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 707 members 
Mstep: Class 21 contains 44288 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49794 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111236488.000000 Penalty: 79364.328125
Iteration 205Q: 25 clusters Score -1.112365e+08 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 42268 members 
Mstep: Class 3 contains 43391 members 
Mstep: Class 4 contains 46579 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24780 members 
Mstep: Class 7 contains 50455 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 47193 members 
Mstep: Class 10 contains 41613 members 
Mstep: Class 11 contains 46336 members 
Mstep: Class 12 contains 1240 members 
Mstep: Class 13 contains 41181 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1240 members 
Mstep: Class 16 contains 42391 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47619 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 707 members 
Mstep: Class 21 contains 44286 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49816 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111236568.000000 Penalty: 79364.328125
Iteration 206Q: 25 clusters Score -1.112366e+08 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 42251 members 
Mstep: Class 3 contains 43466 members 
Mstep: Class 4 contains 46541 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24779 members 
Mstep: Class 7 contains 50456 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 47185 members 
Mstep: Class 10 contains 41644 members 
Mstep: Class 11 contains 46378 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 41198 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1240 members 
Mstep: Class 16 contains 42455 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47559 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 707 members 
Mstep: Class 21 contains 44276 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49793 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111236816.000000 Penalty: 79364.328125
Iteration 207Q: 25 clusters Score -1.112368e+08 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 42254 members 
Mstep: Class 3 contains 43553 members 
Mstep: Class 4 contains 46509 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24759 members 
Mstep: Class 7 contains 50455 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 47181 members 
Mstep: Class 10 contains 41676 members 
Mstep: Class 11 contains 46439 members 
Mstep: Class 12 contains 1245 members 
Mstep: Class 13 contains 41181 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1240 members 
Mstep: Class 16 contains 42507 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47503 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 44260 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49786 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111236944.000000 Penalty: 79364.328125
Iteration 208Q: 25 clusters Score -1.112369e+08 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 42261 members 
Mstep: Class 3 contains 43626 members 
Mstep: Class 4 contains 46487 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24737 members 
Mstep: Class 7 contains 50439 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 47190 members 
Mstep: Class 10 contains 41738 members 
Mstep: Class 11 contains 46479 members 
Mstep: Class 12 contains 1244 members 
Mstep: Class 13 contains 41172 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1239 members 
Mstep: Class 16 contains 42544 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47468 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 44243 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49753 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111236632.000000 Penalty: 79364.328125
Iteration 209Q: 25 clusters Score -1.112366e+08 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 42267 members 
Mstep: Class 3 contains 43726 members 
Mstep: Class 4 contains 46449 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24719 members 
Mstep: Class 7 contains 50462 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 47210 members 
Mstep: Class 10 contains 41768 members 
Mstep: Class 11 contains 46531 members 
Mstep: Class 12 contains 1243 members 
Mstep: Class 13 contains 41148 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1238 members 
Mstep: Class 16 contains 42590 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47419 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 44228 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49697 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111236896.000000 Penalty: 79364.328125
Iteration 210Q: 25 clusters Score -1.112369e+08 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 42277 members 
Mstep: Class 3 contains 43811 members 
Mstep: Class 4 contains 46444 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24703 members 
Mstep: Class 7 contains 50480 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 47230 members 
Mstep: Class 10 contains 41799 members 
Mstep: Class 11 contains 46526 members 
Mstep: Class 12 contains 1246 members 
Mstep: Class 13 contains 41131 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1239 members 
Mstep: Class 16 contains 42623 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47388 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 44196 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49636 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111237064.000000 Penalty: 79364.328125
Iteration 211Q: 25 clusters Score -1.112371e+08 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 42286 members 
Mstep: Class 3 contains 43914 members 
Mstep: Class 4 contains 46421 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24685 members 
Mstep: Class 7 contains 50449 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 47234 members 
Mstep: Class 10 contains 41801 members 
Mstep: Class 11 contains 46523 members 
Mstep: Class 12 contains 1247 members 
Mstep: Class 13 contains 41109 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1239 members 
Mstep: Class 16 contains 42664 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47401 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 44166 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49599 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111237336.000000 Penalty: 79364.328125
Iteration 212Q: 25 clusters Score -1.112373e+08 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 40688 members 
Mstep: Class 2 contains 42274 members 
Mstep: Class 3 contains 44074 members 
Mstep: Class 4 contains 46422 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24670 members 
Mstep: Class 7 contains 50417 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 47268 members 
Mstep: Class 10 contains 41773 members 
Mstep: Class 11 contains 46505 members 
Mstep: Class 12 contains 1245 members 
Mstep: Class 13 contains 41085 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1239 members 
Mstep: Class 16 contains 42714 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47374 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 44140 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49549 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111237344.000000 Penalty: 79364.328125
Iteration 213Q: 25 clusters Score -1.112373e+08 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 40671 members 
Mstep: Class 2 contains 42272 members 
Mstep: Class 3 contains 44227 members 
Mstep: Class 4 contains 46387 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24654 members 
Mstep: Class 7 contains 50370 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 47276 members 
Mstep: Class 10 contains 41749 members 
Mstep: Class 11 contains 46498 members 
Mstep: Class 12 contains 1249 members 
Mstep: Class 13 contains 41078 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1239 members 
Mstep: Class 16 contains 42764 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47370 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 44119 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49513 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111237656.000000 Penalty: 79364.328125
Iteration 214Q: 25 clusters Score -1.112377e+08 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 40644 members 
Mstep: Class 2 contains 42259 members 
Mstep: Class 3 contains 44354 members 
Mstep: Class 4 contains 46364 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24644 members 
Mstep: Class 7 contains 50308 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 47280 members 
Mstep: Class 10 contains 41711 members 
Mstep: Class 11 contains 46495 members 
Mstep: Class 12 contains 1252 members 
Mstep: Class 13 contains 41072 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1239 members 
Mstep: Class 16 contains 42828 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47351 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 44104 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49532 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111237616.000000 Penalty: 79364.328125
Iteration 215Q: 25 clusters Score -1.112376e+08 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 42251 members 
Mstep: Class 3 contains 44439 members 
Mstep: Class 4 contains 46341 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24615 members 
Mstep: Class 7 contains 50263 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 47250 members 
Mstep: Class 10 contains 41704 members 
Mstep: Class 11 contains 46499 members 
Mstep: Class 12 contains 1253 members 
Mstep: Class 13 contains 41074 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1241 members 
Mstep: Class 16 contains 42905 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47334 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 44097 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49543 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111237896.000000 Penalty: 79364.328125
Iteration 216Q: 25 clusters Score -1.112379e+08 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 40576 members 
Mstep: Class 2 contains 42240 members 
Mstep: Class 3 contains 44584 members 
Mstep: Class 4 contains 46290 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24599 members 
Mstep: Class 7 contains 50217 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 47222 members 
Mstep: Class 10 contains 41668 members 
Mstep: Class 11 contains 46506 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 41092 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1240 members 
Mstep: Class 16 contains 42979 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47331 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 44093 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49538 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111237928.000000 Penalty: 79364.328125
Iteration 217Q: 25 clusters Score -1.112379e+08 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 42245 members 
Mstep: Class 3 contains 44702 members 
Mstep: Class 4 contains 46256 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24583 members 
Mstep: Class 7 contains 50171 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 47211 members 
Mstep: Class 10 contains 41602 members 
Mstep: Class 11 contains 46541 members 
Mstep: Class 12 contains 1262 members 
Mstep: Class 13 contains 41092 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1239 members 
Mstep: Class 16 contains 43029 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47376 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 44085 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49523 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238240.000000 Penalty: 79364.328125
Iteration 218Q: 25 clusters Score -1.112382e+08 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 42234 members 
Mstep: Class 3 contains 44778 members 
Mstep: Class 4 contains 46225 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24562 members 
Mstep: Class 7 contains 50121 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 47214 members 
Mstep: Class 10 contains 41566 members 
Mstep: Class 11 contains 46586 members 
Mstep: Class 12 contains 1269 members 
Mstep: Class 13 contains 41091 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1239 members 
Mstep: Class 16 contains 43096 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47382 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 44084 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49513 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238256.000000 Penalty: 79364.328125
Iteration 219Q: 25 clusters Score -1.112383e+08 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 42232 members 
Mstep: Class 3 contains 44907 members 
Mstep: Class 4 contains 46194 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24553 members 
Mstep: Class 7 contains 50096 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 47227 members 
Mstep: Class 10 contains 41505 members 
Mstep: Class 11 contains 46631 members 
Mstep: Class 12 contains 1272 members 
Mstep: Class 13 contains 41092 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1239 members 
Mstep: Class 16 contains 43120 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47366 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 44077 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49495 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238352.000000 Penalty: 79364.328125
Iteration 220F: 25 clusters Score -1.112384e+08 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 40387 members 
Mstep: Class 2 contains 42237 members 
Mstep: Class 3 contains 44990 members 
Mstep: Class 4 contains 46174 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24547 members 
Mstep: Class 7 contains 50103 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 47218 members 
Mstep: Class 10 contains 41419 members 
Mstep: Class 11 contains 46669 members 
Mstep: Class 12 contains 1275 members 
Mstep: Class 13 contains 41120 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1240 members 
Mstep: Class 16 contains 43139 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47377 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 44059 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49483 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238456.000000 Penalty: 79364.328125
Iteration 221Q: 25 clusters Score -1.112385e+08 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 40338 members 
Mstep: Class 2 contains 42249 members 
Mstep: Class 3 contains 45102 members 
Mstep: Class 4 contains 46182 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24542 members 
Mstep: Class 7 contains 50089 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 47180 members 
Mstep: Class 10 contains 41342 members 
Mstep: Class 11 contains 46697 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 41112 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1241 members 
Mstep: Class 16 contains 43162 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47401 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 44052 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49477 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238728.000000 Penalty: 79364.328125
Iteration 222Q: 25 clusters Score -1.112387e+08 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 40299 members 
Mstep: Class 2 contains 42239 members 
Mstep: Class 3 contains 45255 members 
Mstep: Class 4 contains 46195 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24538 members 
Mstep: Class 7 contains 50070 members 
Mstep: Class 8 contains 2209 members 
Mstep: Class 9 contains 47182 members 
Mstep: Class 10 contains 41262 members 
Mstep: Class 11 contains 46697 members 
Mstep: Class 12 contains 1270 members 
Mstep: Class 13 contains 41116 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1240 members 
Mstep: Class 16 contains 43162 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47400 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 44052 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49461 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238664.000000 Penalty: 79364.328125
Iteration 223Q: 25 clusters Score -1.112387e+08 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 42223 members 
Mstep: Class 3 contains 45427 members 
Mstep: Class 4 contains 46188 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24535 members 
Mstep: Class 7 contains 50026 members 
Mstep: Class 8 contains 2209 members 
Mstep: Class 9 contains 47214 members 
Mstep: Class 10 contains 41191 members 
Mstep: Class 11 contains 46732 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 41086 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1240 members 
Mstep: Class 16 contains 43152 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47375 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 708 members 
Mstep: Class 21 contains 44054 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49464 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238568.000000 Penalty: 79364.328125
Iteration 224Q: 25 clusters Score -1.112386e+08 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 42214 members 
Mstep: Class 3 contains 45602 members 
Mstep: Class 4 contains 46200 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24529 members 
Mstep: Class 7 contains 49970 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 47221 members 
Mstep: Class 10 contains 41099 members 
Mstep: Class 11 contains 46773 members 
Mstep: Class 12 contains 1275 members 
Mstep: Class 13 contains 41052 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1240 members 
Mstep: Class 16 contains 43146 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47385 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 707 members 
Mstep: Class 21 contains 44060 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49450 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238736.000000 Penalty: 79364.328125
Iteration 225Q: 25 clusters Score -1.112387e+08 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 42222 members 
Mstep: Class 3 contains 45741 members 
Mstep: Class 4 contains 46196 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24523 members 
Mstep: Class 7 contains 49923 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 47220 members 
Mstep: Class 10 contains 41043 members 
Mstep: Class 11 contains 46803 members 
Mstep: Class 12 contains 1275 members 
Mstep: Class 13 contains 41037 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1240 members 
Mstep: Class 16 contains 43126 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47371 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 707 members 
Mstep: Class 21 contains 44063 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49444 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111238984.000000 Penalty: 79364.328125
Iteration 226Q: 25 clusters Score -1.11239e+08 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 42236 members 
Mstep: Class 3 contains 45899 members 
Mstep: Class 4 contains 46189 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24512 members 
Mstep: Class 7 contains 49870 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 47246 members 
Mstep: Class 10 contains 40986 members 
Mstep: Class 11 contains 46818 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 41022 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1242 members 
Mstep: Class 16 contains 43131 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47376 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 707 members 
Mstep: Class 21 contains 44085 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49396 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239048.000000 Penalty: 79364.328125
Iteration 227Q: 25 clusters Score -1.11239e+08 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 42257 members 
Mstep: Class 3 contains 46015 members 
Mstep: Class 4 contains 46203 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24507 members 
Mstep: Class 7 contains 49844 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 47214 members 
Mstep: Class 10 contains 40980 members 
Mstep: Class 11 contains 46822 members 
Mstep: Class 12 contains 1276 members 
Mstep: Class 13 contains 41004 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1243 members 
Mstep: Class 16 contains 43155 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47333 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 707 members 
Mstep: Class 21 contains 44089 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49370 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239024.000000 Penalty: 79364.328125
Iteration 228Q: 25 clusters Score -1.11239e+08 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 42257 members 
Mstep: Class 3 contains 46040 members 
Mstep: Class 4 contains 46219 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24497 members 
Mstep: Class 7 contains 49818 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 47184 members 
Mstep: Class 10 contains 41044 members 
Mstep: Class 11 contains 46813 members 
Mstep: Class 12 contains 1271 members 
Mstep: Class 13 contains 40972 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1243 members 
Mstep: Class 16 contains 43195 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47329 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 707 members 
Mstep: Class 21 contains 44096 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49365 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239288.000000 Penalty: 79364.328125
Iteration 229Q: 25 clusters Score -1.112393e+08 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 42258 members 
Mstep: Class 3 contains 46039 members 
Mstep: Class 4 contains 46227 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24491 members 
Mstep: Class 7 contains 49811 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 47108 members 
Mstep: Class 10 contains 41138 members 
Mstep: Class 11 contains 46783 members 
Mstep: Class 12 contains 1274 members 
Mstep: Class 13 contains 40946 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1242 members 
Mstep: Class 16 contains 43228 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47326 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 707 members 
Mstep: Class 21 contains 44106 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49400 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239464.000000 Penalty: 79364.328125
Iteration 230Q: 25 clusters Score -1.112395e+08 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 42256 members 
Mstep: Class 3 contains 45970 members 
Mstep: Class 4 contains 46216 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24494 members 
Mstep: Class 7 contains 49855 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 47024 members 
Mstep: Class 10 contains 41270 members 
Mstep: Class 11 contains 46762 members 
Mstep: Class 12 contains 1275 members 
Mstep: Class 13 contains 40902 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1244 members 
Mstep: Class 16 contains 43245 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47354 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 707 members 
Mstep: Class 21 contains 44114 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49411 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239400.000000 Penalty: 79364.328125
Iteration 231Q: 25 clusters Score -1.112394e+08 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 42253 members 
Mstep: Class 3 contains 45888 members 
Mstep: Class 4 contains 46211 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24496 members 
Mstep: Class 7 contains 49883 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 46981 members 
Mstep: Class 10 contains 41420 members 
Mstep: Class 11 contains 46761 members 
Mstep: Class 12 contains 1280 members 
Mstep: Class 13 contains 40863 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1244 members 
Mstep: Class 16 contains 43297 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47318 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 707 members 
Mstep: Class 21 contains 44120 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49422 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239496.000000 Penalty: 79364.328125
Iteration 232Q: 25 clusters Score -1.112395e+08 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39953 members 
Mstep: Class 2 contains 42230 members 
Mstep: Class 3 contains 45783 members 
Mstep: Class 4 contains 46186 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24500 members 
Mstep: Class 7 contains 49930 members 
Mstep: Class 8 contains 2209 members 
Mstep: Class 9 contains 46926 members 
Mstep: Class 10 contains 41611 members 
Mstep: Class 11 contains 46751 members 
Mstep: Class 12 contains 1283 members 
Mstep: Class 13 contains 40838 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1244 members 
Mstep: Class 16 contains 43352 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47300 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 707 members 
Mstep: Class 21 contains 44115 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49437 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239840.000000 Penalty: 79364.328125
Iteration 233Q: 25 clusters Score -1.112398e+08 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 42201 members 
Mstep: Class 3 contains 45622 members 
Mstep: Class 4 contains 46167 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24507 members 
Mstep: Class 7 contains 49930 members 
Mstep: Class 8 contains 2209 members 
Mstep: Class 9 contains 46912 members 
Mstep: Class 10 contains 41849 members 
Mstep: Class 11 contains 46752 members 
Mstep: Class 12 contains 1289 members 
Mstep: Class 13 contains 40810 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1242 members 
Mstep: Class 16 contains 43418 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47323 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 44113 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49412 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111239920.000000 Penalty: 79364.328125
Iteration 234Q: 25 clusters Score -1.112399e+08 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 42175 members 
Mstep: Class 3 contains 45444 members 
Mstep: Class 4 contains 46164 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24510 members 
Mstep: Class 7 contains 49914 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 46909 members 
Mstep: Class 10 contains 42065 members 
Mstep: Class 11 contains 46746 members 
Mstep: Class 12 contains 1290 members 
Mstep: Class 13 contains 40773 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1242 members 
Mstep: Class 16 contains 43478 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47351 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 44125 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49406 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240040.000000 Penalty: 79364.328125
Iteration 235Q: 25 clusters Score -1.1124e+08 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 42141 members 
Mstep: Class 3 contains 45315 members 
Mstep: Class 4 contains 46130 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24512 members 
Mstep: Class 7 contains 49919 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 46912 members 
Mstep: Class 10 contains 42261 members 
Mstep: Class 11 contains 46760 members 
Mstep: Class 12 contains 1291 members 
Mstep: Class 13 contains 40727 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1242 members 
Mstep: Class 16 contains 43534 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47378 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 44129 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49405 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240296.000000 Penalty: 79364.328125
Iteration 236Q: 25 clusters Score -1.112403e+08 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 42115 members 
Mstep: Class 3 contains 45201 members 
Mstep: Class 4 contains 46093 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24524 members 
Mstep: Class 7 contains 49936 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 46924 members 
Mstep: Class 10 contains 42455 members 
Mstep: Class 11 contains 46745 members 
Mstep: Class 12 contains 1292 members 
Mstep: Class 13 contains 40663 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1242 members 
Mstep: Class 16 contains 43607 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47388 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 44112 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49417 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240440.000000 Penalty: 79364.328125
Iteration 237Q: 25 clusters Score -1.112404e+08 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 42063 members 
Mstep: Class 3 contains 45112 members 
Mstep: Class 4 contains 46088 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24537 members 
Mstep: Class 7 contains 49943 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 46928 members 
Mstep: Class 10 contains 42622 members 
Mstep: Class 11 contains 46733 members 
Mstep: Class 12 contains 1300 members 
Mstep: Class 13 contains 40596 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1243 members 
Mstep: Class 16 contains 43673 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47410 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 44092 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49418 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240560.000000 Penalty: 79364.328125
Iteration 238Q: 25 clusters Score -1.112406e+08 nChanged 1125
Entering ConstructFrom: 
Score: -111240560.000000 Penalty: 79364.328125
Entering ConstructFrom: 
Trying to split cluster 1 (39647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Entering Unmasked Estep 
Score: -7192232.500000 Penalty: 2625.767090
	Iteration 0F: 2 clusters Score -7192232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -7165495.000000 Penalty: 5251.534180
	Iteration 0F: 3 clusters Score -7165495 nChanged 18140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -7175249.500000 Penalty: 5251.534180
	Iteration 1F: 3 clusters Score -7175250 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -7175704.500000 Penalty: 5251.534180
	Iteration 2Q: 3 clusters Score -7175704 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -7176109.500000 Penalty: 5251.534180
	Iteration 3Q: 3 clusters Score -7176110 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -7176440.000000 Penalty: 5251.534180
	Iteration 4Q: 3 clusters Score -7176440 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -7176739.000000 Penalty: 5251.534180
	Iteration 5Q: 3 clusters Score -7176739 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -7177008.500000 Penalty: 5251.534180
	Iteration 6Q: 3 clusters Score -7177008 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -7177287.000000 Penalty: 5251.534180
	Iteration 7Q: 3 clusters Score -7177287 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -7177692.000000 Penalty: 5251.534180
	Iteration 8Q: 3 clusters Score -7177692 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -7178288.000000 Penalty: 5251.534180
	Iteration 9Q: 3 clusters Score -7178288 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -7179211.000000 Penalty: 5251.534180
	Iteration 10Q: 3 clusters Score -7179211 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -7180616.500000 Penalty: 5251.534180
	Iteration 11F: 3 clusters Score -7180616 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -7182325.500000 Penalty: 5251.534180
	Iteration 12F: 3 clusters Score -7182326 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -7183938.500000 Penalty: 5251.534180
	Iteration 13F: 3 clusters Score -7183938 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -7184925.500000 Penalty: 5251.534180
	Iteration 14Q: 3 clusters Score -7184926 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -7185389.500000 Penalty: 5251.534180
	Iteration 15Q: 3 clusters Score -7185390 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -7185740.000000 Penalty: 5251.534180
	Iteration 16Q: 3 clusters Score -7185740 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -7185973.000000 Penalty: 5251.534180
	Iteration 17Q: 3 clusters Score -7185973 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -7186273.500000 Penalty: 5251.534180
	Iteration 18Q: 3 clusters Score -7186274 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -7186474.500000 Penalty: 5251.534180
	Iteration 19Q: 3 clusters Score -7186474 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -7186757.000000 Penalty: 5251.534180
	Iteration 20F: 3 clusters Score -7186757 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -7187027.000000 Penalty: 5251.534180
	Iteration 21Q: 3 clusters Score -7187027 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -7187274.000000 Penalty: 5251.534180
	Iteration 22Q: 3 clusters Score -7187274 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -7187524.500000 Penalty: 5251.534180
	Iteration 23Q: 3 clusters Score -7187524 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -7187782.500000 Penalty: 5251.534180
	Iteration 24Q: 3 clusters Score -7187782 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -7188037.500000 Penalty: 5251.534180
	Iteration 25Q: 3 clusters Score -7188038 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -7188275.000000 Penalty: 5251.534180
	Iteration 26Q: 3 clusters Score -7188275 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -7188462.000000 Penalty: 5251.534180
	Iteration 27Q: 3 clusters Score -7188462 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -7188652.000000 Penalty: 5251.534180
	Iteration 28Q: 3 clusters Score -7188652 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -7188817.000000 Penalty: 5251.534180
	Iteration 29Q: 3 clusters Score -7188817 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -7188927.500000 Penalty: 5251.534180
	Iteration 30Q: 3 clusters Score -7188928 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 30859 members 
Entering Unmasked Estep 
Score: -7189053.500000 Penalty: 5251.534180
	Iteration 31Q: 3 clusters Score -7189054 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -7189184.500000 Penalty: 5251.534180
	Iteration 32Q: 3 clusters Score -7189184 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -7189246.000000 Penalty: 5251.534180
	Iteration 33Q: 3 clusters Score -7189246 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -7189274.000000 Penalty: 5251.534180
	Iteration 34Q: 3 clusters Score -7189274 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -7189371.000000 Penalty: 5251.534180
	Iteration 35Q: 3 clusters Score -7189371 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -7189453.000000 Penalty: 5251.534180
	Iteration 36Q: 3 clusters Score -7189453 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -7189543.000000 Penalty: 5251.534180
	Iteration 37Q: 3 clusters Score -7189543 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 32702 members 
Entering Unmasked Estep 
Score: -7189587.500000 Penalty: 5251.534180
	Iteration 38Q: 3 clusters Score -7189588 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -7189645.500000 Penalty: 5251.534180
	Iteration 39Q: 3 clusters Score -7189646 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 33119 members 
Entering Unmasked Estep 
Score: -7189703.000000 Penalty: 5251.534180
	Iteration 40F: 3 clusters Score -7189703 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -7189754.500000 Penalty: 5251.534180
	Iteration 41Q: 3 clusters Score -7189754 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 33458 members 
Entering Unmasked Estep 
Score: -7189783.500000 Penalty: 5251.534180
	Iteration 42Q: 3 clusters Score -7189784 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -7189816.000000 Penalty: 5251.534180
	Iteration 43Q: 3 clusters Score -7189816 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -7189862.500000 Penalty: 5251.534180
	Iteration 44Q: 3 clusters Score -7189862 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -7189890.500000 Penalty: 5251.534180
	Iteration 45Q: 3 clusters Score -7189890 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -7189895.000000 Penalty: 5251.534180
	Iteration 46Q: 3 clusters Score -7189895 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -7189908.000000 Penalty: 5251.534180
	Iteration 47Q: 3 clusters Score -7189908 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -7189938.500000 Penalty: 5251.534180
	Iteration 48Q: 3 clusters Score -7189938 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 34228 members 
Entering Unmasked Estep 
Score: -7189952.000000 Penalty: 5251.534180
	Iteration 49Q: 3 clusters Score -7189952 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -7189961.500000 Penalty: 5251.534180
	Iteration 50Q: 3 clusters Score -7189962 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -7189963.500000 Penalty: 5251.534180
	Iteration 51Q: 3 clusters Score -7189964 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -7189975.500000 Penalty: 5251.534180
	Iteration 52Q: 3 clusters Score -7189976 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 34433 members 
Entering Unmasked Estep 
Score: -7189976.500000 Penalty: 5251.534180
	Iteration 53Q: 3 clusters Score -7189976 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -7189972.000000 Penalty: 5251.534180
	Iteration 54Q: 3 clusters Score -7189972 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -7189976.500000 Penalty: 5251.534180
	Iteration 55Q: 3 clusters Score -7189976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 34537 members 
Entering Unmasked Estep 
Score: -7189979.500000 Penalty: 5251.534180
	Iteration 56Q: 3 clusters Score -7189980 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 34565 members 
Entering Unmasked Estep 
Score: -7189979.000000 Penalty: 5251.534180
	Iteration 57Q: 3 clusters Score -7189979 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -7189981.000000 Penalty: 5251.534180
	Iteration 58Q: 3 clusters Score -7189981 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -7189982.000000 Penalty: 5251.534180
	Iteration 59Q: 3 clusters Score -7189982 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -7189995.000000 Penalty: 5251.534180
	Iteration 60F: 3 clusters Score -7189995 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 34694 members 
Entering Unmasked Estep 
Score: -7190001.500000 Penalty: 5251.534180
	Iteration 61Q: 3 clusters Score -7190002 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -7190014.000000 Penalty: 5251.534180
	Iteration 62Q: 3 clusters Score -7190014 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -7190017.000000 Penalty: 5251.534180
	Iteration 63Q: 3 clusters Score -7190017 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -7190022.000000 Penalty: 5251.534180
	Iteration 64Q: 3 clusters Score -7190022 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -7190023.500000 Penalty: 5251.534180
	Iteration 65Q: 3 clusters Score -7190024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -7190035.500000 Penalty: 5251.534180
	Iteration 66Q: 3 clusters Score -7190036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 34891 members 
Entering Unmasked Estep 
Score: -7190028.000000 Penalty: 5251.534180
	Iteration 67Q: 3 clusters Score -7190028 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -7190039.000000 Penalty: 5251.534180
	Iteration 68Q: 3 clusters Score -7190039 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -7190048.000000 Penalty: 5251.534180
	Iteration 69Q: 3 clusters Score -7190048 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 34973 members 
Entering Unmasked Estep 
Score: -7190040.000000 Penalty: 5251.534180
	Iteration 70Q: 3 clusters Score -7190040 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -7190049.500000 Penalty: 5251.534180
	Iteration 71Q: 3 clusters Score -7190050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -7190049.000000 Penalty: 5251.534180
	Iteration 72Q: 3 clusters Score -7190049 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -7190049.000000 Penalty: 5251.534180
	Iteration 73Q: 3 clusters Score -7190049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -7190059.500000 Penalty: 5251.534180
	Iteration 74Q: 3 clusters Score -7190060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -7190058.500000 Penalty: 5251.534180
	Iteration 75Q: 3 clusters Score -7190058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 35105 members 
Entering Unmasked Estep 
Score: -7190060.000000 Penalty: 5251.534180
	Iteration 76Q: 3 clusters Score -7190060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 35123 members 
Entering Unmasked Estep 
Score: -7190065.500000 Penalty: 5251.534180
	Iteration 77Q: 3 clusters Score -7190066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -7190065.500000 Penalty: 5251.534180
	Iteration 78Q: 3 clusters Score -7190066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 35160 members 
Entering Unmasked Estep 
Score: -7190082.000000 Penalty: 5251.534180
	Iteration 79Q: 3 clusters Score -7190082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 35180 members 
Entering Unmasked Estep 
Score: -7190084.500000 Penalty: 5251.534180
	Iteration 80F: 3 clusters Score -7190084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -7190090.500000 Penalty: 5251.534180
	Iteration 81Q: 3 clusters Score -7190090 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 35230 members 
Entering Unmasked Estep 
Score: -7190086.000000 Penalty: 5251.534180
	Iteration 82Q: 3 clusters Score -7190086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 35245 members 
Entering Unmasked Estep 
Score: -7190076.500000 Penalty: 5251.534180
	Iteration 83Q: 3 clusters Score -7190076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 35260 members 
Entering Unmasked Estep 
Score: -7190081.000000 Penalty: 5251.534180
	Iteration 84Q: 3 clusters Score -7190081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 35274 members 
Entering Unmasked Estep 
Score: -7190068.500000 Penalty: 5251.534180
	Iteration 85Q: 3 clusters Score -7190068 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -7190067.000000 Penalty: 5251.534180
	Iteration 86Q: 3 clusters Score -7190067 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -7190065.000000 Penalty: 5251.534180
	Iteration 87Q: 3 clusters Score -7190065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -7190070.500000 Penalty: 5251.534180
	Iteration 88Q: 3 clusters Score -7190070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -7190076.000000 Penalty: 5251.534180
	Iteration 89Q: 3 clusters Score -7190076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -7190071.500000 Penalty: 5251.534180
	Iteration 90Q: 3 clusters Score -7190072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -7190079.500000 Penalty: 5251.534180
	Iteration 91Q: 3 clusters Score -7190080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 35347 members 
Entering Unmasked Estep 
Score: -7190075.000000 Penalty: 5251.534180
	Iteration 92Q: 3 clusters Score -7190075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -7190081.500000 Penalty: 5251.534180
	Iteration 93Q: 3 clusters Score -7190082 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -7190084.000000 Penalty: 5251.534180
	Iteration 94Q: 3 clusters Score -7190084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -7190078.500000 Penalty: 5251.534180
	Iteration 95Q: 3 clusters Score -7190078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -7190076.000000 Penalty: 5251.534180
	Iteration 96Q: 3 clusters Score -7190076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -7190073.000000 Penalty: 5251.534180
	Iteration 97Q: 3 clusters Score -7190073 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 35379 members 
Entering Unmasked Estep 
Score: -7190079.500000 Penalty: 5251.534180
	Iteration 98Q: 3 clusters Score -7190080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -7190080.500000 Penalty: 5251.534180
	Iteration 99Q: 3 clusters Score -7190080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -7190074.500000 Penalty: 5251.534180
	Iteration 100F: 3 clusters Score -7190074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 35400 members 
Entering Unmasked Estep 
Score: -7190074.500000 Penalty: 5251.534180
	Iteration 101Q: 3 clusters Score -7190074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -7190071.500000 Penalty: 5251.534180
	Iteration 102Q: 3 clusters Score -7190072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -7190077.500000 Penalty: 5251.534180
	Iteration 103Q: 3 clusters Score -7190078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -7190087.000000 Penalty: 5251.534180
	Iteration 104Q: 3 clusters Score -7190087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 35432 members 
Entering Unmasked Estep 
Score: -7190083.000000 Penalty: 5251.534180
	Iteration 105Q: 3 clusters Score -7190083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -7190081.500000 Penalty: 5251.534180
	Iteration 106Q: 3 clusters Score -7190082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -7190084.500000 Penalty: 5251.534180
	Iteration 107Q: 3 clusters Score -7190084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -7190093.500000 Penalty: 5251.534180
	Iteration 108Q: 3 clusters Score -7190094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -7190089.500000 Penalty: 5251.534180
	Iteration 109Q: 3 clusters Score -7190090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -7190087.000000 Penalty: 5251.534180
	Iteration 110Q: 3 clusters Score -7190087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -7190084.000000 Penalty: 5251.534180
	Iteration 111Q: 3 clusters Score -7190084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -7190083.500000 Penalty: 5251.534180
	Iteration 112Q: 3 clusters Score -7190084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 35499 members 
Entering Unmasked Estep 
Score: -7190083.500000 Penalty: 5251.534180
	Iteration 113Q: 3 clusters Score -7190084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -7190090.500000 Penalty: 5251.534180
	Iteration 114Q: 3 clusters Score -7190090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -7190088.000000 Penalty: 5251.534180
	Iteration 115Q: 3 clusters Score -7190088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -7190086.000000 Penalty: 5251.534180
	Iteration 116Q: 3 clusters Score -7190086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -7190088.000000 Penalty: 5251.534180
	Iteration 117Q: 3 clusters Score -7190088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -7190088.000000 Penalty: 5251.534180
	Iteration 118F: 3 clusters Score -7190088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (42022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Entering Unmasked Estep 
Score: -7709872.000000 Penalty: 2640.195312
	Iteration 0F: 2 clusters Score -7709872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -7681825.000000 Penalty: 5280.390625
	Iteration 0F: 3 clusters Score -7681825 nChanged 19381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -7692470.500000 Penalty: 5280.390625
	Iteration 1F: 3 clusters Score -7692470 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -7693023.500000 Penalty: 5280.390625
	Iteration 2Q: 3 clusters Score -7693024 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -7693584.000000 Penalty: 5280.390625
	Iteration 3Q: 3 clusters Score -7693584 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -7694334.000000 Penalty: 5280.390625
	Iteration 4Q: 3 clusters Score -7694334 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -7695418.000000 Penalty: 5280.390625
	Iteration 5F: 3 clusters Score -7695418 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -7696995.000000 Penalty: 5280.390625
	Iteration 6F: 3 clusters Score -7696995 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 30001 members 
Entering Unmasked Estep 
Score: -7699327.500000 Penalty: 5280.390625
	Iteration 7F: 3 clusters Score -7699328 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -7701913.500000 Penalty: 5280.390625
	Iteration 8F: 3 clusters Score -7701914 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 34577 members 
Entering Unmasked Estep 
Score: -7704351.000000 Penalty: 5280.390625
	Iteration 9F: 3 clusters Score -7704351 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 35911 members 
Entering Unmasked Estep 
Score: -7705946.500000 Penalty: 5280.390625
	Iteration 10Q: 3 clusters Score -7705946 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -7706789.000000 Penalty: 5280.390625
	Iteration 11Q: 3 clusters Score -7706789 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -7707175.000000 Penalty: 5280.390625
	Iteration 12Q: 3 clusters Score -7707175 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -7707394.000000 Penalty: 5280.390625
	Iteration 13Q: 3 clusters Score -7707394 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -7707516.000000 Penalty: 5280.390625
	Iteration 14Q: 3 clusters Score -7707516 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -7707593.000000 Penalty: 5280.390625
	Iteration 15Q: 3 clusters Score -7707593 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 38528 members 
Entering Unmasked Estep 
Score: -7707705.000000 Penalty: 5280.390625
	Iteration 16Q: 3 clusters Score -7707705 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 38748 members 
Entering Unmasked Estep 
Score: -7707767.500000 Penalty: 5280.390625
	Iteration 17Q: 3 clusters Score -7707768 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 38947 members 
Entering Unmasked Estep 
Score: -7707816.000000 Penalty: 5280.390625
	Iteration 18Q: 3 clusters Score -7707816 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 39095 members 
Entering Unmasked Estep 
Score: -7707839.000000 Penalty: 5280.390625
	Iteration 19Q: 3 clusters Score -7707839 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
Score: -7707843.500000 Penalty: 5280.390625
	Iteration 20F: 3 clusters Score -7707844 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 39357 members 
Entering Unmasked Estep 
Score: -7707856.500000 Penalty: 5280.390625
	Iteration 21Q: 3 clusters Score -7707856 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -7707879.500000 Penalty: 5280.390625
	Iteration 22Q: 3 clusters Score -7707880 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 39584 members 
Entering Unmasked Estep 
Score: -7707903.000000 Penalty: 5280.390625
	Iteration 23Q: 3 clusters Score -7707903 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -7707932.000000 Penalty: 5280.390625
	Iteration 24Q: 3 clusters Score -7707932 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -7707962.500000 Penalty: 5280.390625
	Iteration 25Q: 3 clusters Score -7707962 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -7707988.500000 Penalty: 5280.390625
	Iteration 26Q: 3 clusters Score -7707988 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -7708021.500000 Penalty: 5280.390625
	Iteration 27Q: 3 clusters Score -7708022 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -7708032.500000 Penalty: 5280.390625
	Iteration 28Q: 3 clusters Score -7708032 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -7708031.000000 Penalty: 5280.390625
	Iteration 29Q: 3 clusters Score -7708031 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -7708027.000000 Penalty: 5280.390625
	Iteration 30Q: 3 clusters Score -7708027 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -7708044.500000 Penalty: 5280.390625
	Iteration 31Q: 3 clusters Score -7708044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -7708042.500000 Penalty: 5280.390625
	Iteration 32Q: 3 clusters Score -7708042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -7708041.000000 Penalty: 5280.390625
	Iteration 33Q: 3 clusters Score -7708041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
Score: -7708037.500000 Penalty: 5280.390625
	Iteration 34Q: 3 clusters Score -7708038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -7708037.000000 Penalty: 5280.390625
	Iteration 35Q: 3 clusters Score -7708037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -7708051.000000 Penalty: 5280.390625
	Iteration 36Q: 3 clusters Score -7708051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -7708059.000000 Penalty: 5280.390625
	Iteration 37Q: 3 clusters Score -7708059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -7708055.500000 Penalty: 5280.390625
	Iteration 38Q: 3 clusters Score -7708056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -7708050.000000 Penalty: 5280.390625
	Iteration 39Q: 3 clusters Score -7708050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 40231 members 
Entering Unmasked Estep 
Score: -7708044.500000 Penalty: 5280.390625
	Iteration 40F: 3 clusters Score -7708044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -7708044.500000 Penalty: 5280.390625
	Iteration 41Q: 3 clusters Score -7708044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -7708040.000000 Penalty: 5280.390625
	Iteration 42Q: 3 clusters Score -7708040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -7708041.500000 Penalty: 5280.390625
	Iteration 43Q: 3 clusters Score -7708042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -7708048.500000 Penalty: 5280.390625
	Iteration 44Q: 3 clusters Score -7708048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -7708038.500000 Penalty: 5280.390625
	Iteration 45Q: 3 clusters Score -7708038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
Score: -7708033.000000 Penalty: 5280.390625
	Iteration 46Q: 3 clusters Score -7708033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -7708042.000000 Penalty: 5280.390625
	Iteration 47Q: 3 clusters Score -7708042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 40283 members 
Entering Unmasked Estep 
Score: -7708035.000000 Penalty: 5280.390625
	Iteration 48Q: 3 clusters Score -7708035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -7708037.500000 Penalty: 5280.390625
	Iteration 49Q: 3 clusters Score -7708038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 40304 members 
Entering Unmasked Estep 
Score: -7708041.000000 Penalty: 5280.390625
	Iteration 50Q: 3 clusters Score -7708041 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 40317 members 
Entering Unmasked Estep 
Score: -7708045.500000 Penalty: 5280.390625
	Iteration 51Q: 3 clusters Score -7708046 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 40332 members 
Entering Unmasked Estep 
Score: -7708047.500000 Penalty: 5280.390625
	Iteration 52Q: 3 clusters Score -7708048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
Score: -7708051.000000 Penalty: 5280.390625
	Iteration 53Q: 3 clusters Score -7708051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -7708057.000000 Penalty: 5280.390625
	Iteration 54Q: 3 clusters Score -7708057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -7708058.500000 Penalty: 5280.390625
	Iteration 55Q: 3 clusters Score -7708058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 40361 members 
Entering Unmasked Estep 
Score: -7708044.500000 Penalty: 5280.390625
	Iteration 56Q: 3 clusters Score -7708044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -7708041.000000 Penalty: 5280.390625
	Iteration 57Q: 3 clusters Score -7708041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 40367 members 
Entering Unmasked Estep 
Score: -7708051.500000 Penalty: 5280.390625
	Iteration 58Q: 3 clusters Score -7708052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
Score: -7708048.000000 Penalty: 5280.390625
	Iteration 59Q: 3 clusters Score -7708048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 40371 members 
Entering Unmasked Estep 
Score: -7708049.000000 Penalty: 5280.390625
	Iteration 60F: 3 clusters Score -7708049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -7708050.500000 Penalty: 5280.390625
	Iteration 61Q: 3 clusters Score -7708050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -7708049.500000 Penalty: 5280.390625
	Iteration 62Q: 3 clusters Score -7708050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
Score: -7708048.500000 Penalty: 5280.390625
	Iteration 63Q: 3 clusters Score -7708048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 40377 members 
Entering Unmasked Estep 
Score: -7708051.000000 Penalty: 5280.390625
	Iteration 64Q: 3 clusters Score -7708051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -7708046.000000 Penalty: 5280.390625
	Iteration 65Q: 3 clusters Score -7708046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 40382 members 
Entering Unmasked Estep 
Score: -7708036.500000 Penalty: 5280.390625
	Iteration 66Q: 3 clusters Score -7708036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 40382 members 
Entering Unmasked Estep 
Score: -7708036.500000 Penalty: 5280.390625
	Iteration 67F: 3 clusters Score -7708036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (45045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45045 members 
Entering Unmasked Estep 
Score: -8295005.000000 Penalty: 2657.423340
	Iteration 0F: 2 clusters Score -8295005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -8265862.500000 Penalty: 5314.846680
	Iteration 0F: 3 clusters Score -8265862 nChanged 20681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -8277157.000000 Penalty: 5314.846680
	Iteration 1F: 3 clusters Score -8277157 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -8277692.500000 Penalty: 5314.846680
	Iteration 2Q: 3 clusters Score -8277692 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -8278209.000000 Penalty: 5314.846680
	Iteration 3Q: 3 clusters Score -8278209 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -8278923.000000 Penalty: 5314.846680
	Iteration 4Q: 3 clusters Score -8278923 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -8279900.500000 Penalty: 5314.846680
	Iteration 5Q: 3 clusters Score -8279900 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -8281416.500000 Penalty: 5314.846680
	Iteration 6F: 3 clusters Score -8281416 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -8283817.500000 Penalty: 5314.846680
	Iteration 7F: 3 clusters Score -8283818 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -8287016.500000 Penalty: 5314.846680
	Iteration 8F: 3 clusters Score -8287016 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -8290083.000000 Penalty: 5314.846680
	Iteration 9F: 3 clusters Score -8290083 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -8291848.500000 Penalty: 5314.846680
	Iteration 10Q: 3 clusters Score -8291848 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44518 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -8292352.000000 Penalty: 5314.846680
	Iteration 11Q: 3 clusters Score -8292352 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44767 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8292534.000000 Penalty: 5314.846680
	Iteration 12Q: 3 clusters Score -8292534 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -8292606.000000 Penalty: 5314.846680
	Iteration 13Q: 3 clusters Score -8292606 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44844 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8292647.500000 Penalty: 5314.846680
	Iteration 14Q: 3 clusters Score -8292648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44852 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -8292659.000000 Penalty: 5314.846680
	Iteration 15Q: 3 clusters Score -8292659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -8292684.500000 Penalty: 5314.846680
	Iteration 16Q: 3 clusters Score -8292684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44864 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -8292688.000000 Penalty: 5314.846680
	Iteration 17Q: 3 clusters Score -8292688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44868 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -8292685.500000 Penalty: 5314.846680
	Iteration 18Q: 3 clusters Score -8292686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44868 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -8292694.000000 Penalty: 5314.846680
	Iteration 19Q: 3 clusters Score -8292694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44871 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -8292699.500000 Penalty: 5314.846680
	Iteration 20F: 3 clusters Score -8292700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44872 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -8292700.500000 Penalty: 5314.846680
	Iteration 21Q: 3 clusters Score -8292700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44873 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -8292708.000000 Penalty: 5314.846680
	Iteration 22Q: 3 clusters Score -8292708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -8292713.000000 Penalty: 5314.846680
	Iteration 23Q: 3 clusters Score -8292713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -8292715.500000 Penalty: 5314.846680
	Iteration 24Q: 3 clusters Score -8292716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -8292717.000000 Penalty: 5314.846680
	Iteration 25Q: 3 clusters Score -8292717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -8292720.500000 Penalty: 5314.846680
	Iteration 26Q: 3 clusters Score -8292720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -8292720.500000 Penalty: 5314.846680
	Iteration 27F: 3 clusters Score -8292720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46082 members 
Entering Unmasked Estep 
Score: -8434441.000000 Penalty: 2663.067871
	Iteration 0F: 2 clusters Score -8434441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -8404784.000000 Penalty: 5326.135742
	Iteration 0F: 3 clusters Score -8404784 nChanged 21239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -8416421.000000 Penalty: 5326.135742
	Iteration 1F: 3 clusters Score -8416421 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -8416966.000000 Penalty: 5326.135742
	Iteration 2Q: 3 clusters Score -8416966 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -8417469.000000 Penalty: 5326.135742
	Iteration 3Q: 3 clusters Score -8417469 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -8418102.000000 Penalty: 5326.135742
	Iteration 4Q: 3 clusters Score -8418102 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -8418926.000000 Penalty: 5326.135742
	Iteration 5Q: 3 clusters Score -8418926 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30655 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -8420273.000000 Penalty: 5326.135742
	Iteration 6F: 3 clusters Score -8420273 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33601 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -8422265.000000 Penalty: 5326.135742
	Iteration 7F: 3 clusters Score -8422265 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -8425152.000000 Penalty: 5326.135742
	Iteration 8F: 3 clusters Score -8425152 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -8428217.000000 Penalty: 5326.135742
	Iteration 9F: 3 clusters Score -8428217 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -8430438.000000 Penalty: 5326.135742
	Iteration 10F: 3 clusters Score -8430438 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -8431542.000000 Penalty: 5326.135742
	Iteration 11Q: 3 clusters Score -8431542 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45489 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -8431924.000000 Penalty: 5326.135742
	Iteration 12Q: 3 clusters Score -8431924 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -8432037.000000 Penalty: 5326.135742
	Iteration 13Q: 3 clusters Score -8432037 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45761 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8432100.000000 Penalty: 5326.135742
	Iteration 14Q: 3 clusters Score -8432100 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45798 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8432147.000000 Penalty: 5326.135742
	Iteration 15Q: 3 clusters Score -8432147 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45814 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -8432162.000000 Penalty: 5326.135742
	Iteration 16Q: 3 clusters Score -8432162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -8432179.000000 Penalty: 5326.135742
	Iteration 17Q: 3 clusters Score -8432179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8432191.000000 Penalty: 5326.135742
	Iteration 18Q: 3 clusters Score -8432191 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45833 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8432193.000000 Penalty: 5326.135742
	Iteration 19Q: 3 clusters Score -8432193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45838 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8432200.000000 Penalty: 5326.135742
	Iteration 20F: 3 clusters Score -8432200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45839 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8432198.000000 Penalty: 5326.135742
	Iteration 21Q: 3 clusters Score -8432198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45839 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8432198.000000 Penalty: 5326.135742
	Iteration 22F: 3 clusters Score -8432198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -69770.929688 Penalty: 1502.082520
	Iteration 0F: 2 clusters Score -69770.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -68405.859375 Penalty: 3004.165039
	Iteration 0F: 3 clusters Score -68405.86 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -68657.789062 Penalty: 3004.165039
	Iteration 1F: 3 clusters Score -68657.79 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -68804.773438 Penalty: 3004.165039
	Iteration 2F: 3 clusters Score -68804.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -68886.000000 Penalty: 3004.165039
	Iteration 3Q: 3 clusters Score -68886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -68961.117188 Penalty: 3004.165039
	Iteration 4Q: 3 clusters Score -68961.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -68982.750000 Penalty: 3004.165039
	Iteration 5Q: 3 clusters Score -68982.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -68991.085938 Penalty: 3004.165039
	Iteration 6Q: 3 clusters Score -68991.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -68996.804688 Penalty: 3004.165039
	Iteration 7Q: 3 clusters Score -68996.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -68999.312500 Penalty: 3004.165039
	Iteration 8Q: 3 clusters Score -68999.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -68999.312500 Penalty: 3004.165039
	Iteration 9F: 3 clusters Score -68999.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24552 members 
Entering Unmasked Estep 
Score: -4360796.500000 Penalty: 2506.919922
	Iteration 0F: 2 clusters Score -4360796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -4343706.500000 Penalty: 5013.839844
	Iteration 0F: 3 clusters Score -4343706 nChanged 11081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -4349591.000000 Penalty: 5013.839844
	Iteration 1F: 3 clusters Score -4349591 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -4349983.500000 Penalty: 5013.839844
	Iteration 2Q: 3 clusters Score -4349984 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -4350306.000000 Penalty: 5013.839844
	Iteration 3Q: 3 clusters Score -4350306 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -4350615.000000 Penalty: 5013.839844
	Iteration 4Q: 3 clusters Score -4350615 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -4350941.000000 Penalty: 5013.839844
	Iteration 5Q: 3 clusters Score -4350941 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 9470 members 
Entering Unmasked Estep 
Score: -4351356.000000 Penalty: 5013.839844
	Iteration 6Q: 3 clusters Score -4351356 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -4351851.500000 Penalty: 5013.839844
	Iteration 7Q: 3 clusters Score -4351852 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -4352536.500000 Penalty: 5013.839844
	Iteration 8Q: 3 clusters Score -4352536 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -4353467.500000 Penalty: 5013.839844
	Iteration 9F: 3 clusters Score -4353468 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -4354705.500000 Penalty: 5013.839844
	Iteration 10F: 3 clusters Score -4354706 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -4356038.500000 Penalty: 5013.839844
	Iteration 11F: 3 clusters Score -4356038 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -4357228.500000 Penalty: 5013.839844
	Iteration 12F: 3 clusters Score -4357228 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4357952.000000 Penalty: 5013.839844
	Iteration 13Q: 3 clusters Score -4357952 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -4358263.000000 Penalty: 5013.839844
	Iteration 14Q: 3 clusters Score -4358263 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -4358402.500000 Penalty: 5013.839844
	Iteration 15Q: 3 clusters Score -4358402 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4358503.500000 Penalty: 5013.839844
	Iteration 16Q: 3 clusters Score -4358504 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4358553.000000 Penalty: 5013.839844
	Iteration 17Q: 3 clusters Score -4358553 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4358577.500000 Penalty: 5013.839844
	Iteration 18Q: 3 clusters Score -4358578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4358602.500000 Penalty: 5013.839844
	Iteration 19Q: 3 clusters Score -4358602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4358603.500000 Penalty: 5013.839844
	Iteration 20F: 3 clusters Score -4358604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4358611.000000 Penalty: 5013.839844
	Iteration 21Q: 3 clusters Score -4358611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4358611.500000 Penalty: 5013.839844
	Iteration 22Q: 3 clusters Score -4358612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4358618.000000 Penalty: 5013.839844
	Iteration 23Q: 3 clusters Score -4358618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -4358622.000000 Penalty: 5013.839844
	Iteration 24Q: 3 clusters Score -4358622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4358626.500000 Penalty: 5013.839844
	Iteration 25Q: 3 clusters Score -4358626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -4358628.000000 Penalty: 5013.839844
	Iteration 26Q: 3 clusters Score -4358628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4358625.000000 Penalty: 5013.839844
	Iteration 27Q: 3 clusters Score -4358625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -4358632.000000 Penalty: 5013.839844
	Iteration 28Q: 3 clusters Score -4358632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4358632.000000 Penalty: 5013.839844
	Iteration 29Q: 3 clusters Score -4358632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -4358637.500000 Penalty: 5013.839844
	Iteration 30Q: 3 clusters Score -4358638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4358634.500000 Penalty: 5013.839844
	Iteration 31Q: 3 clusters Score -4358634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4358634.500000 Penalty: 5013.839844
	Iteration 32F: 3 clusters Score -4358634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (49965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49965 members 
Entering Unmasked Estep 
Score: -9216147.000000 Penalty: 2683.131348
	Iteration 0F: 2 clusters Score -9216147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -9186200.000000 Penalty: 5366.262695
	Iteration 0F: 3 clusters Score -9186200 nChanged 22983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 25555 members 
Entering Unmasked Estep 
Score: -9198743.000000 Penalty: 5366.262695
	Iteration 1F: 3 clusters Score -9198743 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -9199355.000000 Penalty: 5366.262695
	Iteration 2Q: 3 clusters Score -9199355 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -9199958.000000 Penalty: 5366.262695
	Iteration 3Q: 3 clusters Score -9199958 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -9200489.000000 Penalty: 5366.262695
	Iteration 4Q: 3 clusters Score -9200489 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -9201145.000000 Penalty: 5366.262695
	Iteration 5Q: 3 clusters Score -9201145 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -9201795.000000 Penalty: 5366.262695
	Iteration 6Q: 3 clusters Score -9201795 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -9202549.000000 Penalty: 5366.262695
	Iteration 7Q: 3 clusters Score -9202549 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -9203466.000000 Penalty: 5366.262695
	Iteration 8Q: 3 clusters Score -9203466 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -9204578.000000 Penalty: 5366.262695
	Iteration 9Q: 3 clusters Score -9204578 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -9205989.000000 Penalty: 5366.262695
	Iteration 10Q: 3 clusters Score -9205989 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 37645 members 
Entering Unmasked Estep 
Score: -9207698.000000 Penalty: 5366.262695
	Iteration 11F: 3 clusters Score -9207698 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 40309 members 
Entering Unmasked Estep 
Score: -9209516.000000 Penalty: 5366.262695
	Iteration 12F: 3 clusters Score -9209516 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 42908 members 
Entering Unmasked Estep 
Score: -9211396.000000 Penalty: 5366.262695
	Iteration 13F: 3 clusters Score -9211396 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -9212559.000000 Penalty: 5366.262695
	Iteration 14Q: 3 clusters Score -9212559 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
Score: -9213152.000000 Penalty: 5366.262695
	Iteration 15Q: 3 clusters Score -9213152 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 47983 members 
Entering Unmasked Estep 
Score: -9213479.000000 Penalty: 5366.262695
	Iteration 16Q: 3 clusters Score -9213479 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 48716 members 
Entering Unmasked Estep 
Score: -9213628.000000 Penalty: 5366.262695
	Iteration 17Q: 3 clusters Score -9213628 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -9213790.000000 Penalty: 5366.262695
	Iteration 18Q: 3 clusters Score -9213790 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 49365 members 
Entering Unmasked Estep 
Score: -9213847.000000 Penalty: 5366.262695
	Iteration 19Q: 3 clusters Score -9213847 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 49462 members 
Entering Unmasked Estep 
Score: -9213892.000000 Penalty: 5366.262695
	Iteration 20F: 3 clusters Score -9213892 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 49524 members 
Entering Unmasked Estep 
Score: -9213920.000000 Penalty: 5366.262695
	Iteration 21Q: 3 clusters Score -9213920 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 49567 members 
Entering Unmasked Estep 
Score: -9213944.000000 Penalty: 5366.262695
	Iteration 22Q: 3 clusters Score -9213944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 49593 members 
Entering Unmasked Estep 
Score: -9213961.000000 Penalty: 5366.262695
	Iteration 23Q: 3 clusters Score -9213961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 49609 members 
Entering Unmasked Estep 
Score: -9213977.000000 Penalty: 5366.262695
	Iteration 24Q: 3 clusters Score -9213977 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -9213988.000000 Penalty: 5366.262695
	Iteration 25Q: 3 clusters Score -9213988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 49617 members 
Entering Unmasked Estep 
Score: -9213985.000000 Penalty: 5366.262695
	Iteration 26Q: 3 clusters Score -9213985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 49620 members 
Entering Unmasked Estep 
Score: -9213989.000000 Penalty: 5366.262695
	Iteration 27Q: 3 clusters Score -9213989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 49621 members 
Entering Unmasked Estep 
Score: -9213992.000000 Penalty: 5366.262695
	Iteration 28Q: 3 clusters Score -9213992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 49623 members 
Entering Unmasked Estep 
Score: -9213996.000000 Penalty: 5366.262695
	Iteration 29Q: 3 clusters Score -9213996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 49623 members 
Entering Unmasked Estep 
Score: -9213996.000000 Penalty: 5366.262695
	Iteration 30F: 3 clusters Score -9213996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Entering Unmasked Estep 
Score: -373642.312500 Penalty: 1909.785522
	Iteration 0F: 2 clusters Score -373642.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -370935.375000 Penalty: 3819.571045
	Iteration 0F: 3 clusters Score -370935.4 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -371583.593750 Penalty: 3819.571045
	Iteration 1F: 3 clusters Score -371583.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -371987.750000 Penalty: 3819.571045
	Iteration 2F: 3 clusters Score -371987.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -372724.437500 Penalty: 3819.571045
	Iteration 3F: 3 clusters Score -372724.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -373218.000000 Penalty: 3819.571045
	Iteration 4F: 3 clusters Score -373218 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -373553.406250 Penalty: 3819.571045
	Iteration 5F: 3 clusters Score -373553.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -373794.750000 Penalty: 3819.571045
	Iteration 6F: 3 clusters Score -373794.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -373967.218750 Penalty: 3819.571045
	Iteration 7Q: 3 clusters Score -373967.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -374035.218750 Penalty: 3819.571045
	Iteration 8Q: 3 clusters Score -374035.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -374061.031250 Penalty: 3819.571045
	Iteration 9Q: 3 clusters Score -374061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -374070.218750 Penalty: 3819.571045
	Iteration 10Q: 3 clusters Score -374070.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -374079.531250 Penalty: 3819.571045
	Iteration 11Q: 3 clusters Score -374079.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -374082.406250 Penalty: 3819.571045
	Iteration 12Q: 3 clusters Score -374082.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -374082.406250 Penalty: 3819.571045
	Iteration 13F: 3 clusters Score -374082.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 42022 members 
Mstep: Class 3 contains 45045 members 
Mstep: Class 4 contains 46082 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24552 members 
Mstep: Class 7 contains 49965 members 
Mstep: Class 8 contains 315 members 
Mstep: Class 9 contains 46931 members 
Mstep: Class 10 contains 42765 members 
Mstep: Class 11 contains 46700 members 
Mstep: Class 12 contains 1304 members 
Mstep: Class 13 contains 40521 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1244 members 
Mstep: Class 16 contains 43744 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47438 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 44068 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49412 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 1895 members 
Entering Unmasked Estep 
Score: -111239448.000000 Penalty: 82671.179688
Splitting cluster 8 changes total score from -111240560.000000 to -111239448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (46931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46931 members 
Entering Unmasked Estep 
Score: -8695137.000000 Penalty: 2667.595459
	Iteration 0F: 2 clusters Score -8695137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -8665804.000000 Penalty: 5335.190918
	Iteration 0F: 3 clusters Score -8665804 nChanged 21536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -8677572.000000 Penalty: 5335.190918
	Iteration 1F: 3 clusters Score -8677572 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -8678203.000000 Penalty: 5335.190918
	Iteration 2Q: 3 clusters Score -8678203 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -8678896.000000 Penalty: 5335.190918
	Iteration 3Q: 3 clusters Score -8678896 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 25815 members 
Entering Unmasked Estep 
Score: -8679549.000000 Penalty: 5335.190918
	Iteration 4Q: 3 clusters Score -8679549 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -8680355.000000 Penalty: 5335.190918
	Iteration 5Q: 3 clusters Score -8680355 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -8681404.000000 Penalty: 5335.190918
	Iteration 6Q: 3 clusters Score -8681404 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -8682754.000000 Penalty: 5335.190918
	Iteration 7F: 3 clusters Score -8682754 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -8684488.000000 Penalty: 5335.190918
	Iteration 8F: 3 clusters Score -8684488 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11429 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -8686520.000000 Penalty: 5335.190918
	Iteration 9F: 3 clusters Score -8686520 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -8688402.000000 Penalty: 5335.190918
	Iteration 10F: 3 clusters Score -8688402 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -8689978.000000 Penalty: 5335.190918
	Iteration 11Q: 3 clusters Score -8689978 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 41884 members 
Entering Unmasked Estep 
Score: -8691222.000000 Penalty: 5335.190918
	Iteration 12Q: 3 clusters Score -8691222 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -8691928.000000 Penalty: 5335.190918
	Iteration 13Q: 3 clusters Score -8691928 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 44218 members 
Entering Unmasked Estep 
Score: -8692296.000000 Penalty: 5335.190918
	Iteration 14Q: 3 clusters Score -8692296 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 44943 members 
Entering Unmasked Estep 
Score: -8692530.000000 Penalty: 5335.190918
	Iteration 15Q: 3 clusters Score -8692530 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -8692644.000000 Penalty: 5335.190918
	Iteration 16Q: 3 clusters Score -8692644 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 45868 members 
Entering Unmasked Estep 
Score: -8692715.000000 Penalty: 5335.190918
	Iteration 17Q: 3 clusters Score -8692715 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 46095 members 
Entering Unmasked Estep 
Score: -8692787.000000 Penalty: 5335.190918
	Iteration 18Q: 3 clusters Score -8692787 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 46242 members 
Entering Unmasked Estep 
Score: -8692875.000000 Penalty: 5335.190918
	Iteration 19Q: 3 clusters Score -8692875 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 46329 members 
Entering Unmasked Estep 
Score: -8692923.000000 Penalty: 5335.190918
	Iteration 20F: 3 clusters Score -8692923 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
Score: -8692952.000000 Penalty: 5335.190918
	Iteration 21Q: 3 clusters Score -8692952 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 46433 members 
Entering Unmasked Estep 
Score: -8692985.000000 Penalty: 5335.190918
	Iteration 22Q: 3 clusters Score -8692985 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 46464 members 
Entering Unmasked Estep 
Score: -8693012.000000 Penalty: 5335.190918
	Iteration 23Q: 3 clusters Score -8693012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 46480 members 
Entering Unmasked Estep 
Score: -8693013.000000 Penalty: 5335.190918
	Iteration 24Q: 3 clusters Score -8693013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 46489 members 
Entering Unmasked Estep 
Score: -8693029.000000 Penalty: 5335.190918
	Iteration 25Q: 3 clusters Score -8693029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 46500 members 
Entering Unmasked Estep 
Score: -8693022.000000 Penalty: 5335.190918
	Iteration 26Q: 3 clusters Score -8693022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 46509 members 
Entering Unmasked Estep 
Score: -8693032.000000 Penalty: 5335.190918
	Iteration 27Q: 3 clusters Score -8693032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 46515 members 
Entering Unmasked Estep 
Score: -8693038.000000 Penalty: 5335.190918
	Iteration 28Q: 3 clusters Score -8693038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 46517 members 
Entering Unmasked Estep 
Score: -8693042.000000 Penalty: 5335.190918
	Iteration 29Q: 3 clusters Score -8693042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 46518 members 
Entering Unmasked Estep 
Score: -8693039.000000 Penalty: 5335.190918
	Iteration 30Q: 3 clusters Score -8693039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 46519 members 
Entering Unmasked Estep 
Score: -8693037.000000 Penalty: 5335.190918
	Iteration 31Q: 3 clusters Score -8693037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 46521 members 
Entering Unmasked Estep 
Score: -8693034.000000 Penalty: 5335.190918
	Iteration 32Q: 3 clusters Score -8693034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 46525 members 
Entering Unmasked Estep 
Score: -8693041.000000 Penalty: 5335.190918
	Iteration 33Q: 3 clusters Score -8693041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 46526 members 
Entering Unmasked Estep 
Score: -8693042.000000 Penalty: 5335.190918
	Iteration 34Q: 3 clusters Score -8693042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 46527 members 
Entering Unmasked Estep 
Score: -8693034.000000 Penalty: 5335.190918
	Iteration 35Q: 3 clusters Score -8693034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 46527 members 
Entering Unmasked Estep 
Score: -8693034.000000 Penalty: 5335.190918
	Iteration 36F: 3 clusters Score -8693034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42765 members 
Entering Unmasked Estep 
Score: -7853409.500000 Penalty: 2644.541748
	Iteration 0F: 2 clusters Score -7853410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -7825265.500000 Penalty: 5289.083496
	Iteration 0F: 3 clusters Score -7825266 nChanged 19615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22806 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -7835848.500000 Penalty: 5289.083496
	Iteration 1F: 3 clusters Score -7835848 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -7836401.000000 Penalty: 5289.083496
	Iteration 2Q: 3 clusters Score -7836401 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 17885 members 
Entering Unmasked Estep 
Score: -7837144.000000 Penalty: 5289.083496
	Iteration 3Q: 3 clusters Score -7837144 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -7838127.000000 Penalty: 5289.083496
	Iteration 4Q: 3 clusters Score -7838127 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28911 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -7839842.500000 Penalty: 5289.083496
	Iteration 5F: 3 clusters Score -7839842 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31958 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -7842644.500000 Penalty: 5289.083496
	Iteration 6F: 3 clusters Score -7842644 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -7845934.000000 Penalty: 5289.083496
	Iteration 7F: 3 clusters Score -7845934 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -7848779.500000 Penalty: 5289.083496
	Iteration 8F: 3 clusters Score -7848780 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39465 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -7850678.500000 Penalty: 5289.083496
	Iteration 9Q: 3 clusters Score -7850678 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -7851821.000000 Penalty: 5289.083496
	Iteration 10Q: 3 clusters Score -7851821 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -7852274.000000 Penalty: 5289.083496
	Iteration 11Q: 3 clusters Score -7852274 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -7852426.500000 Penalty: 5289.083496
	Iteration 12Q: 3 clusters Score -7852426 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -7852502.000000 Penalty: 5289.083496
	Iteration 13Q: 3 clusters Score -7852502 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -7852526.500000 Penalty: 5289.083496
	Iteration 14Q: 3 clusters Score -7852526 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -7852546.500000 Penalty: 5289.083496
	Iteration 15Q: 3 clusters Score -7852546 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -7852549.000000 Penalty: 5289.083496
	Iteration 16Q: 3 clusters Score -7852549 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -7852557.500000 Penalty: 5289.083496
	Iteration 17Q: 3 clusters Score -7852558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -7852551.500000 Penalty: 5289.083496
	Iteration 18Q: 3 clusters Score -7852552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40032 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -7852562.500000 Penalty: 5289.083496
	Iteration 19Q: 3 clusters Score -7852562 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -7852558.000000 Penalty: 5289.083496
	Iteration 20F: 3 clusters Score -7852558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -7852555.500000 Penalty: 5289.083496
	Iteration 21Q: 3 clusters Score -7852556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40011 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -7852552.000000 Penalty: 5289.083496
	Iteration 22Q: 3 clusters Score -7852552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -7852555.000000 Penalty: 5289.083496
	Iteration 23Q: 3 clusters Score -7852555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -7852547.500000 Penalty: 5289.083496
	Iteration 24Q: 3 clusters Score -7852548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -7852541.500000 Penalty: 5289.083496
	Iteration 25Q: 3 clusters Score -7852542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -7852542.500000 Penalty: 5289.083496
	Iteration 26Q: 3 clusters Score -7852542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39987 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -7852542.500000 Penalty: 5289.083496
	Iteration 27Q: 3 clusters Score -7852542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -7852547.500000 Penalty: 5289.083496
	Iteration 28Q: 3 clusters Score -7852548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -7852547.500000 Penalty: 5289.083496
	Iteration 29F: 3 clusters Score -7852548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46700 members 
Entering Unmasked Estep 
Score: -8465637.000000 Penalty: 2666.371826
	Iteration 0F: 2 clusters Score -8465637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -8434972.000000 Penalty: 5332.743652
	Iteration 0F: 3 clusters Score -8434972 nChanged 21528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -8446587.000000 Penalty: 5332.743652
	Iteration 1F: 3 clusters Score -8446587 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -8447095.000000 Penalty: 5332.743652
	Iteration 2Q: 3 clusters Score -8447095 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -8447600.000000 Penalty: 5332.743652
	Iteration 3Q: 3 clusters Score -8447600 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -8448112.000000 Penalty: 5332.743652
	Iteration 4Q: 3 clusters Score -8448112 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -8448723.000000 Penalty: 5332.743652
	Iteration 5Q: 3 clusters Score -8448723 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26196 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -8449510.000000 Penalty: 5332.743652
	Iteration 6Q: 3 clusters Score -8449510 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -8450721.000000 Penalty: 5332.743652
	Iteration 7Q: 3 clusters Score -8450721 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -8452520.000000 Penalty: 5332.743652
	Iteration 8F: 3 clusters Score -8452520 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -8454942.000000 Penalty: 5332.743652
	Iteration 9F: 3 clusters Score -8454942 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -8457667.000000 Penalty: 5332.743652
	Iteration 10F: 3 clusters Score -8457667 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -8459782.000000 Penalty: 5332.743652
	Iteration 11F: 3 clusters Score -8459782 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -8461226.000000 Penalty: 5332.743652
	Iteration 12Q: 3 clusters Score -8461226 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -8462042.000000 Penalty: 5332.743652
	Iteration 13Q: 3 clusters Score -8462042 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -8462627.000000 Penalty: 5332.743652
	Iteration 14Q: 3 clusters Score -8462627 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -8462990.000000 Penalty: 5332.743652
	Iteration 15Q: 3 clusters Score -8462990 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -8463269.000000 Penalty: 5332.743652
	Iteration 16Q: 3 clusters Score -8463269 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -8463454.000000 Penalty: 5332.743652
	Iteration 17Q: 3 clusters Score -8463454 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -8463598.000000 Penalty: 5332.743652
	Iteration 18Q: 3 clusters Score -8463598 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -8463644.000000 Penalty: 5332.743652
	Iteration 19Q: 3 clusters Score -8463644 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36315 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -8463722.000000 Penalty: 5332.743652
	Iteration 20F: 3 clusters Score -8463722 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -8463758.000000 Penalty: 5332.743652
	Iteration 21Q: 3 clusters Score -8463758 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -8463810.000000 Penalty: 5332.743652
	Iteration 22Q: 3 clusters Score -8463810 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -8463851.000000 Penalty: 5332.743652
	Iteration 23Q: 3 clusters Score -8463851 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36868 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -8463852.000000 Penalty: 5332.743652
	Iteration 24Q: 3 clusters Score -8463852 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36976 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -8463891.000000 Penalty: 5332.743652
	Iteration 25Q: 3 clusters Score -8463891 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37068 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -8463895.000000 Penalty: 5332.743652
	Iteration 26Q: 3 clusters Score -8463895 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37140 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -8463920.000000 Penalty: 5332.743652
	Iteration 27Q: 3 clusters Score -8463920 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -8463922.000000 Penalty: 5332.743652
	Iteration 28Q: 3 clusters Score -8463922 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37257 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -8463929.000000 Penalty: 5332.743652
	Iteration 29Q: 3 clusters Score -8463929 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -8463955.000000 Penalty: 5332.743652
	Iteration 30Q: 3 clusters Score -8463955 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37362 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -8463956.000000 Penalty: 5332.743652
	Iteration 31Q: 3 clusters Score -8463956 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37414 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -8463955.000000 Penalty: 5332.743652
	Iteration 32Q: 3 clusters Score -8463955 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37452 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -8463969.000000 Penalty: 5332.743652
	Iteration 33Q: 3 clusters Score -8463969 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -8463962.000000 Penalty: 5332.743652
	Iteration 34Q: 3 clusters Score -8463962 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -8463986.000000 Penalty: 5332.743652
	Iteration 35Q: 3 clusters Score -8463986 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37571 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -8463984.000000 Penalty: 5332.743652
	Iteration 36Q: 3 clusters Score -8463984 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -8463997.000000 Penalty: 5332.743652
	Iteration 37Q: 3 clusters Score -8463997 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -8464002.000000 Penalty: 5332.743652
	Iteration 38Q: 3 clusters Score -8464002 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -8463996.000000 Penalty: 5332.743652
	Iteration 39Q: 3 clusters Score -8463996 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -8464006.000000 Penalty: 5332.743652
	Iteration 40F: 3 clusters Score -8464006 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37734 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -8464007.000000 Penalty: 5332.743652
	Iteration 41Q: 3 clusters Score -8464007 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37759 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -8464013.000000 Penalty: 5332.743652
	Iteration 42Q: 3 clusters Score -8464013 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -8464014.000000 Penalty: 5332.743652
	Iteration 43Q: 3 clusters Score -8464014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -8464017.000000 Penalty: 5332.743652
	Iteration 44Q: 3 clusters Score -8464017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -8464010.000000 Penalty: 5332.743652
	Iteration 45Q: 3 clusters Score -8464010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37829 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -8464008.000000 Penalty: 5332.743652
	Iteration 46Q: 3 clusters Score -8464008 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -8464011.000000 Penalty: 5332.743652
	Iteration 47Q: 3 clusters Score -8464011 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37868 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -8464024.000000 Penalty: 5332.743652
	Iteration 48Q: 3 clusters Score -8464024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -8464032.000000 Penalty: 5332.743652
	Iteration 49Q: 3 clusters Score -8464032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -8464041.000000 Penalty: 5332.743652
	Iteration 50Q: 3 clusters Score -8464041 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -8464039.000000 Penalty: 5332.743652
	Iteration 51Q: 3 clusters Score -8464039 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37957 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -8464041.000000 Penalty: 5332.743652
	Iteration 52Q: 3 clusters Score -8464041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -8464052.000000 Penalty: 5332.743652
	Iteration 53Q: 3 clusters Score -8464052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -8464057.000000 Penalty: 5332.743652
	Iteration 54Q: 3 clusters Score -8464057 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -8464056.000000 Penalty: 5332.743652
	Iteration 55Q: 3 clusters Score -8464056 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -8464062.000000 Penalty: 5332.743652
	Iteration 56Q: 3 clusters Score -8464062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38049 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -8464073.000000 Penalty: 5332.743652
	Iteration 57Q: 3 clusters Score -8464073 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38071 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -8464064.000000 Penalty: 5332.743652
	Iteration 58Q: 3 clusters Score -8464064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38093 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -8464056.000000 Penalty: 5332.743652
	Iteration 59Q: 3 clusters Score -8464056 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -8464068.000000 Penalty: 5332.743652
	Iteration 60F: 3 clusters Score -8464068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -8464077.000000 Penalty: 5332.743652
	Iteration 61Q: 3 clusters Score -8464077 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -8464094.000000 Penalty: 5332.743652
	Iteration 62Q: 3 clusters Score -8464094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -8464081.000000 Penalty: 5332.743652
	Iteration 63Q: 3 clusters Score -8464081 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -8464090.000000 Penalty: 5332.743652
	Iteration 64Q: 3 clusters Score -8464090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -8464100.000000 Penalty: 5332.743652
	Iteration 65Q: 3 clusters Score -8464100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -8464111.000000 Penalty: 5332.743652
	Iteration 66Q: 3 clusters Score -8464111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -8464120.000000 Penalty: 5332.743652
	Iteration 67Q: 3 clusters Score -8464120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -8464120.000000 Penalty: 5332.743652
	Iteration 68Q: 3 clusters Score -8464120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -8464126.000000 Penalty: 5332.743652
	Iteration 69Q: 3 clusters Score -8464126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38263 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -8464120.000000 Penalty: 5332.743652
	Iteration 70Q: 3 clusters Score -8464120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38270 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -8464123.000000 Penalty: 5332.743652
	Iteration 71Q: 3 clusters Score -8464123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38281 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -8464112.000000 Penalty: 5332.743652
	Iteration 72Q: 3 clusters Score -8464112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38294 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -8464118.000000 Penalty: 5332.743652
	Iteration 73Q: 3 clusters Score -8464118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38305 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -8464128.000000 Penalty: 5332.743652
	Iteration 74Q: 3 clusters Score -8464128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -8464117.000000 Penalty: 5332.743652
	Iteration 75Q: 3 clusters Score -8464117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -8464131.000000 Penalty: 5332.743652
	Iteration 76Q: 3 clusters Score -8464131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38322 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -8464119.000000 Penalty: 5332.743652
	Iteration 77Q: 3 clusters Score -8464119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -8464122.000000 Penalty: 5332.743652
	Iteration 78Q: 3 clusters Score -8464122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -8464122.000000 Penalty: 5332.743652
	Iteration 79F: 3 clusters Score -8464122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -231489.796875 Penalty: 1778.951538
	Iteration 0F: 2 clusters Score -231489.8 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 647 members 
Entering Unmasked Estep 
Score: -229352.796875 Penalty: 3557.903076
	Iteration 0F: 3 clusters Score -229352.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -229667.703125 Penalty: 3557.903076
	Iteration 1F: 3 clusters Score -229667.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -229792.187500 Penalty: 3557.903076
	Iteration 2F: 3 clusters Score -229792.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -229881.281250 Penalty: 3557.903076
	Iteration 3Q: 3 clusters Score -229881.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -229931.359375 Penalty: 3557.903076
	Iteration 4Q: 3 clusters Score -229931.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -229969.921875 Penalty: 3557.903076
	Iteration 5Q: 3 clusters Score -229969.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -230002.843750 Penalty: 3557.903076
	Iteration 6Q: 3 clusters Score -230002.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -230028.781250 Penalty: 3557.903076
	Iteration 7Q: 3 clusters Score -230028.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -230048.859375 Penalty: 3557.903076
	Iteration 8Q: 3 clusters Score -230048.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -230060.640625 Penalty: 3557.903076
	Iteration 9Q: 3 clusters Score -230060.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -230077.328125 Penalty: 3557.903076
	Iteration 10Q: 3 clusters Score -230077.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -230095.593750 Penalty: 3557.903076
	Iteration 11Q: 3 clusters Score -230095.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -230107.734375 Penalty: 3557.903076
	Iteration 12Q: 3 clusters Score -230107.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -230115.515625 Penalty: 3557.903076
	Iteration 13Q: 3 clusters Score -230115.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -230123.453125 Penalty: 3557.903076
	Iteration 14Q: 3 clusters Score -230123.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -230131.843750 Penalty: 3557.903076
	Iteration 15Q: 3 clusters Score -230131.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -230145.484375 Penalty: 3557.903076
	Iteration 16Q: 3 clusters Score -230145.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -230158.828125 Penalty: 3557.903076
	Iteration 17Q: 3 clusters Score -230158.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -230173.843750 Penalty: 3557.903076
	Iteration 18Q: 3 clusters Score -230173.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -230186.984375 Penalty: 3557.903076
	Iteration 19Q: 3 clusters Score -230187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -230193.937500 Penalty: 3557.903076
	Iteration 20F: 3 clusters Score -230193.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -230199.078125 Penalty: 3557.903076
	Iteration 21Q: 3 clusters Score -230199.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -230206.859375 Penalty: 3557.903076
	Iteration 22Q: 3 clusters Score -230206.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -230216.687500 Penalty: 3557.903076
	Iteration 23Q: 3 clusters Score -230216.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -230225.375000 Penalty: 3557.903076
	Iteration 24Q: 3 clusters Score -230225.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -230232.656250 Penalty: 3557.903076
	Iteration 25Q: 3 clusters Score -230232.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -230237.453125 Penalty: 3557.903076
	Iteration 26Q: 3 clusters Score -230237.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -230241.125000 Penalty: 3557.903076
	Iteration 27Q: 3 clusters Score -230241.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -230243.328125 Penalty: 3557.903076
	Iteration 28Q: 3 clusters Score -230243.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -230246.828125 Penalty: 3557.903076
	Iteration 29Q: 3 clusters Score -230246.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -230250.296875 Penalty: 3557.903076
	Iteration 30Q: 3 clusters Score -230250.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -230253.234375 Penalty: 3557.903076
	Iteration 31Q: 3 clusters Score -230253.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -230259.031250 Penalty: 3557.903076
	Iteration 32Q: 3 clusters Score -230259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -230272.796875 Penalty: 3557.903076
	Iteration 33Q: 3 clusters Score -230272.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -230280.828125 Penalty: 3557.903076
	Iteration 34Q: 3 clusters Score -230280.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -230283.093750 Penalty: 3557.903076
	Iteration 35Q: 3 clusters Score -230283.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -230286.296875 Penalty: 3557.903076
	Iteration 36Q: 3 clusters Score -230286.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -230289.343750 Penalty: 3557.903076
	Iteration 37Q: 3 clusters Score -230289.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -230291.515625 Penalty: 3557.903076
	Iteration 38Q: 3 clusters Score -230291.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -230292.046875 Penalty: 3557.903076
	Iteration 39Q: 3 clusters Score -230292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -230292.046875 Penalty: 3557.903076
	Iteration 40F: 3 clusters Score -230292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40521 members 
Entering Unmasked Estep 
Score: -7421617.000000 Penalty: 2631.174561
	Iteration 0F: 2 clusters Score -7421617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -7394355.000000 Penalty: 5262.349121
	Iteration 0F: 3 clusters Score -7394355 nChanged 18503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -7404357.500000 Penalty: 5262.349121
	Iteration 1F: 3 clusters Score -7404358 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -7404873.000000 Penalty: 5262.349121
	Iteration 2Q: 3 clusters Score -7404873 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -7405303.500000 Penalty: 5262.349121
	Iteration 3Q: 3 clusters Score -7405304 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -7405776.500000 Penalty: 5262.349121
	Iteration 4Q: 3 clusters Score -7405776 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -7406182.000000 Penalty: 5262.349121
	Iteration 5Q: 3 clusters Score -7406182 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -7406684.500000 Penalty: 5262.349121
	Iteration 6Q: 3 clusters Score -7406684 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -7407289.500000 Penalty: 5262.349121
	Iteration 7Q: 3 clusters Score -7407290 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -7408141.500000 Penalty: 5262.349121
	Iteration 8Q: 3 clusters Score -7408142 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -7409407.500000 Penalty: 5262.349121
	Iteration 9Q: 3 clusters Score -7409408 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -7410913.000000 Penalty: 5262.349121
	Iteration 10F: 3 clusters Score -7410913 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -7412690.500000 Penalty: 5262.349121
	Iteration 11F: 3 clusters Score -7412690 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -7414178.500000 Penalty: 5262.349121
	Iteration 12Q: 3 clusters Score -7414178 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -7415308.500000 Penalty: 5262.349121
	Iteration 13Q: 3 clusters Score -7415308 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -7416204.000000 Penalty: 5262.349121
	Iteration 14Q: 3 clusters Score -7416204 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -7416816.500000 Penalty: 5262.349121
	Iteration 15Q: 3 clusters Score -7416816 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -7417342.500000 Penalty: 5262.349121
	Iteration 16Q: 3 clusters Score -7417342 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 36972 members 
Entering Unmasked Estep 
Score: -7417802.000000 Penalty: 5262.349121
	Iteration 17Q: 3 clusters Score -7417802 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 37530 members 
Entering Unmasked Estep 
Score: -7418206.000000 Penalty: 5262.349121
	Iteration 18Q: 3 clusters Score -7418206 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -7418546.500000 Penalty: 5262.349121
	Iteration 19Q: 3 clusters Score -7418546 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 38368 members 
Entering Unmasked Estep 
Score: -7418787.500000 Penalty: 5262.349121
	Iteration 20F: 3 clusters Score -7418788 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 38658 members 
Entering Unmasked Estep 
Score: -7418983.500000 Penalty: 5262.349121
	Iteration 21Q: 3 clusters Score -7418984 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
Score: -7419131.000000 Penalty: 5262.349121
	Iteration 22Q: 3 clusters Score -7419131 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -7419252.500000 Penalty: 5262.349121
	Iteration 23Q: 3 clusters Score -7419252 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 39209 members 
Entering Unmasked Estep 
Score: -7419360.000000 Penalty: 5262.349121
	Iteration 24Q: 3 clusters Score -7419360 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 39297 members 
Entering Unmasked Estep 
Score: -7419438.000000 Penalty: 5262.349121
	Iteration 25Q: 3 clusters Score -7419438 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -7419457.500000 Penalty: 5262.349121
	Iteration 26Q: 3 clusters Score -7419458 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -7419504.500000 Penalty: 5262.349121
	Iteration 27Q: 3 clusters Score -7419504 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 39437 members 
Entering Unmasked Estep 
Score: -7419543.000000 Penalty: 5262.349121
	Iteration 28Q: 3 clusters Score -7419543 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -7419591.500000 Penalty: 5262.349121
	Iteration 29Q: 3 clusters Score -7419592 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 39491 members 
Entering Unmasked Estep 
Score: -7419612.000000 Penalty: 5262.349121
	Iteration 30Q: 3 clusters Score -7419612 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 39516 members 
Entering Unmasked Estep 
Score: -7419632.500000 Penalty: 5262.349121
	Iteration 31Q: 3 clusters Score -7419632 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 39533 members 
Entering Unmasked Estep 
Score: -7419658.500000 Penalty: 5262.349121
	Iteration 32Q: 3 clusters Score -7419658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -7419657.500000 Penalty: 5262.349121
	Iteration 33Q: 3 clusters Score -7419658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -7419677.500000 Penalty: 5262.349121
	Iteration 34Q: 3 clusters Score -7419678 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 39570 members 
Entering Unmasked Estep 
Score: -7419673.000000 Penalty: 5262.349121
	Iteration 35Q: 3 clusters Score -7419673 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -7419678.000000 Penalty: 5262.349121
	Iteration 36Q: 3 clusters Score -7419678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 39584 members 
Entering Unmasked Estep 
Score: -7419677.000000 Penalty: 5262.349121
	Iteration 37Q: 3 clusters Score -7419677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 39594 members 
Entering Unmasked Estep 
Score: -7419689.500000 Penalty: 5262.349121
	Iteration 38Q: 3 clusters Score -7419690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -7419689.000000 Penalty: 5262.349121
	Iteration 39Q: 3 clusters Score -7419689 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -7419688.500000 Penalty: 5262.349121
	Iteration 40F: 3 clusters Score -7419688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -7419695.500000 Penalty: 5262.349121
	Iteration 41Q: 3 clusters Score -7419696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 39603 members 
Entering Unmasked Estep 
Score: -7419697.500000 Penalty: 5262.349121
	Iteration 42Q: 3 clusters Score -7419698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
Score: -7419693.000000 Penalty: 5262.349121
	Iteration 43Q: 3 clusters Score -7419693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -7419694.500000 Penalty: 5262.349121
	Iteration 44Q: 3 clusters Score -7419694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -7419692.000000 Penalty: 5262.349121
	Iteration 45Q: 3 clusters Score -7419692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -7419690.500000 Penalty: 5262.349121
	Iteration 46Q: 3 clusters Score -7419690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 39606 members 
Entering Unmasked Estep 
Score: -7419693.500000 Penalty: 5262.349121
	Iteration 47Q: 3 clusters Score -7419694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -7419687.500000 Penalty: 5262.349121
	Iteration 48Q: 3 clusters Score -7419688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 39607 members 
Entering Unmasked Estep 
Score: -7419687.500000 Penalty: 5262.349121
	Iteration 49F: 3 clusters Score -7419688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -40382.617188 Penalty: 1492.006958
	Iteration 0F: 2 clusters Score -40382.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -39047.757812 Penalty: 2984.013916
	Iteration 0F: 3 clusters Score -39047.76 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39229.660156 Penalty: 2984.013916
	Iteration 1F: 3 clusters Score -39229.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -39353.601562 Penalty: 2984.013916
	Iteration 2F: 3 clusters Score -39353.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -39420.023438 Penalty: 2984.013916
	Iteration 3Q: 3 clusters Score -39420.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -39459.656250 Penalty: 2984.013916
	Iteration 4Q: 3 clusters Score -39459.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -39491.710938 Penalty: 2984.013916
	Iteration 5Q: 3 clusters Score -39491.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -39502.625000 Penalty: 2984.013916
	Iteration 6Q: 3 clusters Score -39502.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39515.804688 Penalty: 2984.013916
	Iteration 7Q: 3 clusters Score -39515.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -39528.718750 Penalty: 2984.013916
	Iteration 8Q: 3 clusters Score -39528.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39542.187500 Penalty: 2984.013916
	Iteration 9Q: 3 clusters Score -39542.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -39544.437500 Penalty: 2984.013916
	Iteration 10Q: 3 clusters Score -39544.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -39556.781250 Penalty: 2984.013916
	Iteration 11Q: 3 clusters Score -39556.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -39556.781250 Penalty: 2984.013916
	Iteration 12F: 3 clusters Score -39556.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Entering Unmasked Estep 
Score: -215613.781250 Penalty: 1767.269653
	Iteration 0F: 2 clusters Score -215613.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -213614.750000 Penalty: 3534.539307
	Iteration 0F: 3 clusters Score -213614.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -214083.265625 Penalty: 3534.539307
	Iteration 1F: 3 clusters Score -214083.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -214283.937500 Penalty: 3534.539307
	Iteration 2F: 3 clusters Score -214283.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -214457.656250 Penalty: 3534.539307
	Iteration 3F: 3 clusters Score -214457.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -214731.625000 Penalty: 3534.539307
	Iteration 4F: 3 clusters Score -214731.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -214884.171875 Penalty: 3534.539307
	Iteration 5F: 3 clusters Score -214884.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -215064.812500 Penalty: 3534.539307
	Iteration 6Q: 3 clusters Score -215064.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -215181.421875 Penalty: 3534.539307
	Iteration 7Q: 3 clusters Score -215181.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -215244.468750 Penalty: 3534.539307
	Iteration 8Q: 3 clusters Score -215244.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -215292.671875 Penalty: 3534.539307
	Iteration 9Q: 3 clusters Score -215292.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -215339.312500 Penalty: 3534.539307
	Iteration 10Q: 3 clusters Score -215339.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -215399.656250 Penalty: 3534.539307
	Iteration 11Q: 3 clusters Score -215399.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -215423.125000 Penalty: 3534.539307
	Iteration 12Q: 3 clusters Score -215423.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -215426.187500 Penalty: 3534.539307
	Iteration 13Q: 3 clusters Score -215426.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -215427.468750 Penalty: 3534.539307
	Iteration 14Q: 3 clusters Score -215427.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -215427.796875 Penalty: 3534.539307
	Iteration 15Q: 3 clusters Score -215427.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -215427.796875 Penalty: 3534.539307
	Iteration 16F: 3 clusters Score -215427.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (43744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Entering Unmasked Estep 
Score: -7973038.500000 Penalty: 2650.155273
	Iteration 0F: 2 clusters Score -7973038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -7943841.500000 Penalty: 5300.310547
	Iteration 0F: 3 clusters Score -7943842 nChanged 20079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -7955026.000000 Penalty: 5300.310547
	Iteration 1F: 3 clusters Score -7955026 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -7955668.500000 Penalty: 5300.310547
	Iteration 2Q: 3 clusters Score -7955668 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -7956361.500000 Penalty: 5300.310547
	Iteration 3Q: 3 clusters Score -7956362 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -7957240.500000 Penalty: 5300.310547
	Iteration 4Q: 3 clusters Score -7957240 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -7958353.000000 Penalty: 5300.310547
	Iteration 5Q: 3 clusters Score -7958353 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -7959814.500000 Penalty: 5300.310547
	Iteration 6F: 3 clusters Score -7959814 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -7961533.000000 Penalty: 5300.310547
	Iteration 7F: 3 clusters Score -7961533 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -7963402.000000 Penalty: 5300.310547
	Iteration 8F: 3 clusters Score -7963402 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 27327 members 
Entering Unmasked Estep 
Score: -7965044.500000 Penalty: 5300.310547
	Iteration 9F: 3 clusters Score -7965044 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -7966094.500000 Penalty: 5300.310547
	Iteration 10Q: 3 clusters Score -7966094 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -7966713.500000 Penalty: 5300.310547
	Iteration 11Q: 3 clusters Score -7966714 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 30179 members 
Entering Unmasked Estep 
Score: -7967222.500000 Penalty: 5300.310547
	Iteration 12Q: 3 clusters Score -7967222 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -7967615.000000 Penalty: 5300.310547
	Iteration 13Q: 3 clusters Score -7967615 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -7967983.000000 Penalty: 5300.310547
	Iteration 14Q: 3 clusters Score -7967983 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -7968322.000000 Penalty: 5300.310547
	Iteration 15Q: 3 clusters Score -7968322 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -7968610.500000 Penalty: 5300.310547
	Iteration 16Q: 3 clusters Score -7968610 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -7968897.000000 Penalty: 5300.310547
	Iteration 17Q: 3 clusters Score -7968897 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -7969120.500000 Penalty: 5300.310547
	Iteration 18Q: 3 clusters Score -7969120 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
Score: -7969325.500000 Penalty: 5300.310547
	Iteration 19Q: 3 clusters Score -7969326 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 35580 members 
Entering Unmasked Estep 
Score: -7969520.000000 Penalty: 5300.310547
	Iteration 20F: 3 clusters Score -7969520 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -7969701.000000 Penalty: 5300.310547
	Iteration 21Q: 3 clusters Score -7969701 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 36569 members 
Entering Unmasked Estep 
Score: -7969817.500000 Penalty: 5300.310547
	Iteration 22Q: 3 clusters Score -7969818 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -7969937.500000 Penalty: 5300.310547
	Iteration 23Q: 3 clusters Score -7969938 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 37414 members 
Entering Unmasked Estep 
Score: -7970053.000000 Penalty: 5300.310547
	Iteration 24Q: 3 clusters Score -7970053 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -7970145.000000 Penalty: 5300.310547
	Iteration 25Q: 3 clusters Score -7970145 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 38118 members 
Entering Unmasked Estep 
Score: -7970262.000000 Penalty: 5300.310547
	Iteration 26Q: 3 clusters Score -7970262 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -7970327.000000 Penalty: 5300.310547
	Iteration 27Q: 3 clusters Score -7970327 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 38740 members 
Entering Unmasked Estep 
Score: -7970400.500000 Penalty: 5300.310547
	Iteration 28Q: 3 clusters Score -7970400 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 39024 members 
Entering Unmasked Estep 
Score: -7970477.000000 Penalty: 5300.310547
	Iteration 29Q: 3 clusters Score -7970477 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 39304 members 
Entering Unmasked Estep 
Score: -7970577.000000 Penalty: 5300.310547
	Iteration 30Q: 3 clusters Score -7970577 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -7970648.000000 Penalty: 5300.310547
	Iteration 31Q: 3 clusters Score -7970648 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -7970742.500000 Penalty: 5300.310547
	Iteration 32Q: 3 clusters Score -7970742 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -7970818.500000 Penalty: 5300.310547
	Iteration 33Q: 3 clusters Score -7970818 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -7970900.000000 Penalty: 5300.310547
	Iteration 34Q: 3 clusters Score -7970900 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 40452 members 
Entering Unmasked Estep 
Score: -7970939.500000 Penalty: 5300.310547
	Iteration 35Q: 3 clusters Score -7970940 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -7970985.000000 Penalty: 5300.310547
	Iteration 36Q: 3 clusters Score -7970985 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -7971030.500000 Penalty: 5300.310547
	Iteration 37Q: 3 clusters Score -7971030 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -7971048.000000 Penalty: 5300.310547
	Iteration 38Q: 3 clusters Score -7971048 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 40917 members 
Entering Unmasked Estep 
Score: -7971062.000000 Penalty: 5300.310547
	Iteration 39Q: 3 clusters Score -7971062 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 40980 members 
Entering Unmasked Estep 
Score: -7971078.500000 Penalty: 5300.310547
	Iteration 40F: 3 clusters Score -7971078 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -7971064.500000 Penalty: 5300.310547
	Iteration 41Q: 3 clusters Score -7971064 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -7971077.000000 Penalty: 5300.310547
	Iteration 42Q: 3 clusters Score -7971077 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -7971077.000000 Penalty: 5300.310547
	Iteration 43Q: 3 clusters Score -7971077 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 41212 members 
Entering Unmasked Estep 
Score: -7971087.000000 Penalty: 5300.310547
	Iteration 44Q: 3 clusters Score -7971087 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -7971107.000000 Penalty: 5300.310547
	Iteration 45Q: 3 clusters Score -7971107 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
Score: -7971116.000000 Penalty: 5300.310547
	Iteration 46Q: 3 clusters Score -7971116 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 41363 members 
Entering Unmasked Estep 
Score: -7971121.000000 Penalty: 5300.310547
	Iteration 47Q: 3 clusters Score -7971121 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -7971134.500000 Penalty: 5300.310547
	Iteration 48Q: 3 clusters Score -7971134 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 41430 members 
Entering Unmasked Estep 
Score: -7971145.500000 Penalty: 5300.310547
	Iteration 49Q: 3 clusters Score -7971146 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -7971138.500000 Penalty: 5300.310547
	Iteration 50Q: 3 clusters Score -7971138 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -7971150.500000 Penalty: 5300.310547
	Iteration 51Q: 3 clusters Score -7971150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -7971137.000000 Penalty: 5300.310547
	Iteration 52Q: 3 clusters Score -7971137 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 41536 members 
Entering Unmasked Estep 
Score: -7971148.000000 Penalty: 5300.310547
	Iteration 53Q: 3 clusters Score -7971148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -7971146.000000 Penalty: 5300.310547
	Iteration 54Q: 3 clusters Score -7971146 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -7971150.000000 Penalty: 5300.310547
	Iteration 55Q: 3 clusters Score -7971150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -7971148.500000 Penalty: 5300.310547
	Iteration 56Q: 3 clusters Score -7971148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 41617 members 
Entering Unmasked Estep 
Score: -7971140.000000 Penalty: 5300.310547
	Iteration 57Q: 3 clusters Score -7971140 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -7971148.000000 Penalty: 5300.310547
	Iteration 58Q: 3 clusters Score -7971148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 41661 members 
Entering Unmasked Estep 
Score: -7971158.000000 Penalty: 5300.310547
	Iteration 59Q: 3 clusters Score -7971158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 41675 members 
Entering Unmasked Estep 
Score: -7971160.500000 Penalty: 5300.310547
	Iteration 60F: 3 clusters Score -7971160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -7971166.000000 Penalty: 5300.310547
	Iteration 61Q: 3 clusters Score -7971166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -7971159.500000 Penalty: 5300.310547
	Iteration 62Q: 3 clusters Score -7971160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 41702 members 
Entering Unmasked Estep 
Score: -7971169.500000 Penalty: 5300.310547
	Iteration 63Q: 3 clusters Score -7971170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 41714 members 
Entering Unmasked Estep 
Score: -7971164.500000 Penalty: 5300.310547
	Iteration 64Q: 3 clusters Score -7971164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -7971163.000000 Penalty: 5300.310547
	Iteration 65Q: 3 clusters Score -7971163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -7971157.000000 Penalty: 5300.310547
	Iteration 66Q: 3 clusters Score -7971157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
Score: -7971151.000000 Penalty: 5300.310547
	Iteration 67Q: 3 clusters Score -7971151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -7971157.000000 Penalty: 5300.310547
	Iteration 68Q: 3 clusters Score -7971157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -7971167.000000 Penalty: 5300.310547
	Iteration 69Q: 3 clusters Score -7971167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 41771 members 
Entering Unmasked Estep 
Score: -7971174.500000 Penalty: 5300.310547
	Iteration 70Q: 3 clusters Score -7971174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -7971180.000000 Penalty: 5300.310547
	Iteration 71Q: 3 clusters Score -7971180 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -7971177.000000 Penalty: 5300.310547
	Iteration 72Q: 3 clusters Score -7971177 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -7971183.500000 Penalty: 5300.310547
	Iteration 73Q: 3 clusters Score -7971184 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 41841 members 
Entering Unmasked Estep 
Score: -7971177.500000 Penalty: 5300.310547
	Iteration 74Q: 3 clusters Score -7971178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -7971182.500000 Penalty: 5300.310547
	Iteration 75Q: 3 clusters Score -7971182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 41865 members 
Entering Unmasked Estep 
Score: -7971178.500000 Penalty: 5300.310547
	Iteration 76Q: 3 clusters Score -7971178 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -7971181.000000 Penalty: 5300.310547
	Iteration 77Q: 3 clusters Score -7971181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 41876 members 
Entering Unmasked Estep 
Score: -7971180.000000 Penalty: 5300.310547
	Iteration 78Q: 3 clusters Score -7971180 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 41881 members 
Entering Unmasked Estep 
Score: -7971178.000000 Penalty: 5300.310547
	Iteration 79Q: 3 clusters Score -7971178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -7971185.500000 Penalty: 5300.310547
	Iteration 80F: 3 clusters Score -7971186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 41892 members 
Entering Unmasked Estep 
Score: -7971188.500000 Penalty: 5300.310547
	Iteration 81Q: 3 clusters Score -7971188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 41900 members 
Entering Unmasked Estep 
Score: -7971185.000000 Penalty: 5300.310547
	Iteration 82Q: 3 clusters Score -7971185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 41903 members 
Entering Unmasked Estep 
Score: -7971187.500000 Penalty: 5300.310547
	Iteration 83Q: 3 clusters Score -7971188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -7971181.000000 Penalty: 5300.310547
	Iteration 84Q: 3 clusters Score -7971181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 41911 members 
Entering Unmasked Estep 
Score: -7971193.000000 Penalty: 5300.310547
	Iteration 85Q: 3 clusters Score -7971193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 41916 members 
Entering Unmasked Estep 
Score: -7971198.000000 Penalty: 5300.310547
	Iteration 86Q: 3 clusters Score -7971198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 41919 members 
Entering Unmasked Estep 
Score: -7971199.000000 Penalty: 5300.310547
	Iteration 87Q: 3 clusters Score -7971199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 41922 members 
Entering Unmasked Estep 
Score: -7971193.000000 Penalty: 5300.310547
	Iteration 88Q: 3 clusters Score -7971193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 41929 members 
Entering Unmasked Estep 
Score: -7971202.500000 Penalty: 5300.310547
	Iteration 89Q: 3 clusters Score -7971202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -7971198.000000 Penalty: 5300.310547
	Iteration 90Q: 3 clusters Score -7971198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -7971204.000000 Penalty: 5300.310547
	Iteration 91Q: 3 clusters Score -7971204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 41947 members 
Entering Unmasked Estep 
Score: -7971205.500000 Penalty: 5300.310547
	Iteration 92Q: 3 clusters Score -7971206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 41951 members 
Entering Unmasked Estep 
Score: -7971206.500000 Penalty: 5300.310547
	Iteration 93Q: 3 clusters Score -7971206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -7971209.000000 Penalty: 5300.310547
	Iteration 94Q: 3 clusters Score -7971209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 41964 members 
Entering Unmasked Estep 
Score: -7971214.500000 Penalty: 5300.310547
	Iteration 95Q: 3 clusters Score -7971214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
Score: -7971203.500000 Penalty: 5300.310547
	Iteration 96Q: 3 clusters Score -7971204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -7971201.000000 Penalty: 5300.310547
	Iteration 97Q: 3 clusters Score -7971201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -7971201.000000 Penalty: 5300.310547
	Iteration 98F: 3 clusters Score -7971201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Entering Unmasked Estep 
Score: -173586.546875 Penalty: 1737.660400
	Iteration 0F: 2 clusters Score -173586.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -171609.015625 Penalty: 3475.320801
	Iteration 0F: 3 clusters Score -171609 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -172027.046875 Penalty: 3475.320801
	Iteration 1F: 3 clusters Score -172027 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -172223.078125 Penalty: 3475.320801
	Iteration 2F: 3 clusters Score -172223.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -172380.796875 Penalty: 3475.320801
	Iteration 3F: 3 clusters Score -172380.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -172492.015625 Penalty: 3475.320801
	Iteration 4F: 3 clusters Score -172492 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -172568.890625 Penalty: 3475.320801
	Iteration 5Q: 3 clusters Score -172568.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -172607.296875 Penalty: 3475.320801
	Iteration 6Q: 3 clusters Score -172607.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -172633.406250 Penalty: 3475.320801
	Iteration 7Q: 3 clusters Score -172633.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -172660.015625 Penalty: 3475.320801
	Iteration 8Q: 3 clusters Score -172660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -172683.515625 Penalty: 3475.320801
	Iteration 9Q: 3 clusters Score -172683.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -172705.625000 Penalty: 3475.320801
	Iteration 10Q: 3 clusters Score -172705.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -172733.062500 Penalty: 3475.320801
	Iteration 11Q: 3 clusters Score -172733.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -172768.500000 Penalty: 3475.320801
	Iteration 12Q: 3 clusters Score -172768.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -172784.156250 Penalty: 3475.320801
	Iteration 13Q: 3 clusters Score -172784.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -172789.984375 Penalty: 3475.320801
	Iteration 14Q: 3 clusters Score -172790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -172791.109375 Penalty: 3475.320801
	Iteration 15Q: 3 clusters Score -172791.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -172794.906250 Penalty: 3475.320801
	Iteration 16Q: 3 clusters Score -172794.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -172797.562500 Penalty: 3475.320801
	Iteration 17F: 3 clusters Score -172797.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -172802.187500 Penalty: 3475.320801
	Iteration 18Q: 3 clusters Score -172802.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -172815.375000 Penalty: 3475.320801
	Iteration 19Q: 3 clusters Score -172815.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -172830.375000 Penalty: 3475.320801
	Iteration 20F: 3 clusters Score -172830.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -172848.875000 Penalty: 3475.320801
	Iteration 21Q: 3 clusters Score -172848.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -172858.203125 Penalty: 3475.320801
	Iteration 22Q: 3 clusters Score -172858.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -172861.843750 Penalty: 3475.320801
	Iteration 23Q: 3 clusters Score -172861.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -172868.171875 Penalty: 3475.320801
	Iteration 24Q: 3 clusters Score -172868.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -172876.562500 Penalty: 3475.320801
	Iteration 25Q: 3 clusters Score -172876.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -172879.578125 Penalty: 3475.320801
	Iteration 26Q: 3 clusters Score -172879.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -172881.156250 Penalty: 3475.320801
	Iteration 27Q: 3 clusters Score -172881.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -172881.156250 Penalty: 3475.320801
	Iteration 28F: 3 clusters Score -172881.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47438 members 
Entering Unmasked Estep 
Score: -8764206.000000 Penalty: 2670.260254
	Iteration 0F: 2 clusters Score -8764206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -8734776.000000 Penalty: 5340.520508
	Iteration 0F: 3 clusters Score -8734776 nChanged 21903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -8746757.000000 Penalty: 5340.520508
	Iteration 1F: 3 clusters Score -8746757 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -8747339.000000 Penalty: 5340.520508
	Iteration 2Q: 3 clusters Score -8747339 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -8747882.000000 Penalty: 5340.520508
	Iteration 3Q: 3 clusters Score -8747882 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -8748514.000000 Penalty: 5340.520508
	Iteration 4Q: 3 clusters Score -8748514 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -8749355.000000 Penalty: 5340.520508
	Iteration 5Q: 3 clusters Score -8749355 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -8750431.000000 Penalty: 5340.520508
	Iteration 6F: 3 clusters Score -8750431 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -8751905.000000 Penalty: 5340.520508
	Iteration 7F: 3 clusters Score -8751905 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -8753930.000000 Penalty: 5340.520508
	Iteration 8F: 3 clusters Score -8753930 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -8756360.000000 Penalty: 5340.520508
	Iteration 9F: 3 clusters Score -8756360 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40636 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -8758807.000000 Penalty: 5340.520508
	Iteration 10F: 3 clusters Score -8758807 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -8760528.000000 Penalty: 5340.520508
	Iteration 11Q: 3 clusters Score -8760528 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44637 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -8761235.000000 Penalty: 5340.520508
	Iteration 12Q: 3 clusters Score -8761235 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45772 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -8761656.000000 Penalty: 5340.520508
	Iteration 13Q: 3 clusters Score -8761656 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46471 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -8761798.000000 Penalty: 5340.520508
	Iteration 14Q: 3 clusters Score -8761798 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46820 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8761864.000000 Penalty: 5340.520508
	Iteration 15Q: 3 clusters Score -8761864 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46979 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -8761913.000000 Penalty: 5340.520508
	Iteration 16Q: 3 clusters Score -8761913 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47044 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8761935.000000 Penalty: 5340.520508
	Iteration 17Q: 3 clusters Score -8761935 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47090 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -8761937.000000 Penalty: 5340.520508
	Iteration 18Q: 3 clusters Score -8761937 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47111 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8761963.000000 Penalty: 5340.520508
	Iteration 19Q: 3 clusters Score -8761963 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47130 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8761967.000000 Penalty: 5340.520508
	Iteration 20F: 3 clusters Score -8761967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8761981.000000 Penalty: 5340.520508
	Iteration 21Q: 3 clusters Score -8761981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47159 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -8761992.000000 Penalty: 5340.520508
	Iteration 22Q: 3 clusters Score -8761992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47165 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8762004.000000 Penalty: 5340.520508
	Iteration 23Q: 3 clusters Score -8762004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8762000.000000 Penalty: 5340.520508
	Iteration 24Q: 3 clusters Score -8762000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47169 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8762001.000000 Penalty: 5340.520508
	Iteration 25Q: 3 clusters Score -8762001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47169 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8762001.000000 Penalty: 5340.520508
	Iteration 26F: 3 clusters Score -8762001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -15706.192383 Penalty: 1338.744385
	Iteration 0F: 2 clusters Score -15706.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14668.797852 Penalty: 2677.488770
	Iteration 0F: 3 clusters Score -14668.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14760.864258 Penalty: 2677.488770
	Iteration 1F: 3 clusters Score -14760.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14786.726562 Penalty: 2677.488770
	Iteration 2Q: 3 clusters Score -14786.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14792.202148 Penalty: 2677.488770
	Iteration 3Q: 3 clusters Score -14792.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14792.202148 Penalty: 2677.488770
	Iteration 4F: 3 clusters Score -14792.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Entering Unmasked Estep 
Score: -120279.531250 Penalty: 1626.433105
	Iteration 0F: 2 clusters Score -120279.5 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 369 members 
Entering Unmasked Estep 
Score: -118624.664062 Penalty: 3252.866211
	Iteration 0F: 3 clusters Score -118624.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -118938.742188 Penalty: 3252.866211
	Iteration 1F: 3 clusters Score -118938.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -119113.320312 Penalty: 3252.866211
	Iteration 2F: 3 clusters Score -119113.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -119234.328125 Penalty: 3252.866211
	Iteration 3F: 3 clusters Score -119234.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -119336.390625 Penalty: 3252.866211
	Iteration 4Q: 3 clusters Score -119336.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -119446.101562 Penalty: 3252.866211
	Iteration 5Q: 3 clusters Score -119446.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -119524.125000 Penalty: 3252.866211
	Iteration 6Q: 3 clusters Score -119524.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -119570.492188 Penalty: 3252.866211
	Iteration 7Q: 3 clusters Score -119570.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -119592.453125 Penalty: 3252.866211
	Iteration 8Q: 3 clusters Score -119592.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -119620.031250 Penalty: 3252.866211
	Iteration 9Q: 3 clusters Score -119620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -119648.320312 Penalty: 3252.866211
	Iteration 10Q: 3 clusters Score -119648.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -119660.953125 Penalty: 3252.866211
	Iteration 11Q: 3 clusters Score -119661 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -119677.953125 Penalty: 3252.866211
	Iteration 12Q: 3 clusters Score -119678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -119695.664062 Penalty: 3252.866211
	Iteration 13Q: 3 clusters Score -119695.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -119711.265625 Penalty: 3252.866211
	Iteration 14Q: 3 clusters Score -119711.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -119715.750000 Penalty: 3252.866211
	Iteration 15Q: 3 clusters Score -119715.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -119730.476562 Penalty: 3252.866211
	Iteration 16Q: 3 clusters Score -119730.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -119736.273438 Penalty: 3252.866211
	Iteration 17Q: 3 clusters Score -119736.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -119752.093750 Penalty: 3252.866211
	Iteration 18Q: 3 clusters Score -119752.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -119761.281250 Penalty: 3252.866211
	Iteration 19Q: 3 clusters Score -119761.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -119778.257812 Penalty: 3252.866211
	Iteration 20F: 3 clusters Score -119778.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -119804.164062 Penalty: 3252.866211
	Iteration 21Q: 3 clusters Score -119804.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -119832.859375 Penalty: 3252.866211
	Iteration 22Q: 3 clusters Score -119832.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -119853.859375 Penalty: 3252.866211
	Iteration 23Q: 3 clusters Score -119853.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -119861.093750 Penalty: 3252.866211
	Iteration 24Q: 3 clusters Score -119861.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -119867.070312 Penalty: 3252.866211
	Iteration 25Q: 3 clusters Score -119867.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -119867.070312 Penalty: 3252.866211
	Iteration 26F: 3 clusters Score -119867.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (44068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44068 members 
Entering Unmasked Estep 
Score: -8042959.000000 Penalty: 2651.985352
	Iteration 0F: 2 clusters Score -8042959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -8013513.000000 Penalty: 5303.970703
	Iteration 0F: 3 clusters Score -8013513 nChanged 20441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -8024775.500000 Penalty: 5303.970703
	Iteration 1F: 3 clusters Score -8024776 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -8025426.500000 Penalty: 5303.970703
	Iteration 2Q: 3 clusters Score -8025426 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -8026189.000000 Penalty: 5303.970703
	Iteration 3Q: 3 clusters Score -8026189 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -8027187.500000 Penalty: 5303.970703
	Iteration 4Q: 3 clusters Score -8027188 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -8028642.500000 Penalty: 5303.970703
	Iteration 5F: 3 clusters Score -8028642 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -8030521.000000 Penalty: 5303.970703
	Iteration 6F: 3 clusters Score -8030521 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -8033309.000000 Penalty: 5303.970703
	Iteration 7F: 3 clusters Score -8033309 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -8036588.000000 Penalty: 5303.970703
	Iteration 8F: 3 clusters Score -8036588 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -8039413.000000 Penalty: 5303.970703
	Iteration 9F: 3 clusters Score -8039413 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -8040931.500000 Penalty: 5303.970703
	Iteration 10F: 3 clusters Score -8040932 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -8041649.500000 Penalty: 5303.970703
	Iteration 11Q: 3 clusters Score -8041650 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -8042090.500000 Penalty: 5303.970703
	Iteration 12Q: 3 clusters Score -8042090 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32032 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -8042408.500000 Penalty: 5303.970703
	Iteration 13Q: 3 clusters Score -8042408 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -8042608.500000 Penalty: 5303.970703
	Iteration 14Q: 3 clusters Score -8042608 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -8042756.500000 Penalty: 5303.970703
	Iteration 15Q: 3 clusters Score -8042756 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -8042835.500000 Penalty: 5303.970703
	Iteration 16Q: 3 clusters Score -8042836 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -8042924.000000 Penalty: 5303.970703
	Iteration 17Q: 3 clusters Score -8042924 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -8042986.000000 Penalty: 5303.970703
	Iteration 18Q: 3 clusters Score -8042986 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -8043000.500000 Penalty: 5303.970703
	Iteration 19Q: 3 clusters Score -8043000 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -8043003.000000 Penalty: 5303.970703
	Iteration 20F: 3 clusters Score -8043003 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -8043029.500000 Penalty: 5303.970703
	Iteration 21Q: 3 clusters Score -8043030 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -8043033.500000 Penalty: 5303.970703
	Iteration 22Q: 3 clusters Score -8043034 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33831 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -8043064.500000 Penalty: 5303.970703
	Iteration 23Q: 3 clusters Score -8043064 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -8043074.000000 Penalty: 5303.970703
	Iteration 24Q: 3 clusters Score -8043074 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -8043074.000000 Penalty: 5303.970703
	Iteration 25Q: 3 clusters Score -8043074 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -8043076.500000 Penalty: 5303.970703
	Iteration 26Q: 3 clusters Score -8043076 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -8043095.500000 Penalty: 5303.970703
	Iteration 27Q: 3 clusters Score -8043096 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -8043112.500000 Penalty: 5303.970703
	Iteration 28Q: 3 clusters Score -8043112 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -8043119.500000 Penalty: 5303.970703
	Iteration 29Q: 3 clusters Score -8043120 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -8043126.500000 Penalty: 5303.970703
	Iteration 30Q: 3 clusters Score -8043126 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34379 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -8043118.500000 Penalty: 5303.970703
	Iteration 31Q: 3 clusters Score -8043118 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -8043123.500000 Penalty: 5303.970703
	Iteration 32Q: 3 clusters Score -8043124 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -8043120.500000 Penalty: 5303.970703
	Iteration 33Q: 3 clusters Score -8043120 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -8043108.500000 Penalty: 5303.970703
	Iteration 34Q: 3 clusters Score -8043108 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34560 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -8043124.000000 Penalty: 5303.970703
	Iteration 35Q: 3 clusters Score -8043124 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -8043119.500000 Penalty: 5303.970703
	Iteration 36Q: 3 clusters Score -8043120 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34648 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -8043125.000000 Penalty: 5303.970703
	Iteration 37Q: 3 clusters Score -8043125 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -8043122.000000 Penalty: 5303.970703
	Iteration 38Q: 3 clusters Score -8043122 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -8043124.000000 Penalty: 5303.970703
	Iteration 39Q: 3 clusters Score -8043124 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -8043124.000000 Penalty: 5303.970703
	Iteration 40F: 3 clusters Score -8043124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -8043120.500000 Penalty: 5303.970703
	Iteration 41Q: 3 clusters Score -8043120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -8043120.000000 Penalty: 5303.970703
	Iteration 42Q: 3 clusters Score -8043120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -8043123.500000 Penalty: 5303.970703
	Iteration 43Q: 3 clusters Score -8043124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -8043122.500000 Penalty: 5303.970703
	Iteration 44Q: 3 clusters Score -8043122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -8043124.500000 Penalty: 5303.970703
	Iteration 45Q: 3 clusters Score -8043124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34750 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -8043118.500000 Penalty: 5303.970703
	Iteration 46Q: 3 clusters Score -8043118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -8043126.500000 Penalty: 5303.970703
	Iteration 47Q: 3 clusters Score -8043126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -8043126.500000 Penalty: 5303.970703
	Iteration 48Q: 3 clusters Score -8043126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -8043121.500000 Penalty: 5303.970703
	Iteration 49Q: 3 clusters Score -8043122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -8043125.500000 Penalty: 5303.970703
	Iteration 50Q: 3 clusters Score -8043126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -8043130.500000 Penalty: 5303.970703
	Iteration 51Q: 3 clusters Score -8043130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -8043124.500000 Penalty: 5303.970703
	Iteration 52Q: 3 clusters Score -8043124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -8043126.000000 Penalty: 5303.970703
	Iteration 53Q: 3 clusters Score -8043126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -8043127.500000 Penalty: 5303.970703
	Iteration 54Q: 3 clusters Score -8043128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -8043123.000000 Penalty: 5303.970703
	Iteration 55Q: 3 clusters Score -8043123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -8043122.000000 Penalty: 5303.970703
	Iteration 56Q: 3 clusters Score -8043122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34808 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -8043132.000000 Penalty: 5303.970703
	Iteration 57Q: 3 clusters Score -8043132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -8043134.000000 Penalty: 5303.970703
	Iteration 58Q: 3 clusters Score -8043134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -8043137.500000 Penalty: 5303.970703
	Iteration 59Q: 3 clusters Score -8043138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -8043129.500000 Penalty: 5303.970703
	Iteration 60F: 3 clusters Score -8043130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -8043141.000000 Penalty: 5303.970703
	Iteration 61Q: 3 clusters Score -8043141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -8043138.000000 Penalty: 5303.970703
	Iteration 62Q: 3 clusters Score -8043138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -8043147.500000 Penalty: 5303.970703
	Iteration 63Q: 3 clusters Score -8043148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -8043152.500000 Penalty: 5303.970703
	Iteration 64Q: 3 clusters Score -8043152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -8043157.500000 Penalty: 5303.970703
	Iteration 65Q: 3 clusters Score -8043158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -8043157.000000 Penalty: 5303.970703
	Iteration 66Q: 3 clusters Score -8043157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -8043169.000000 Penalty: 5303.970703
	Iteration 67Q: 3 clusters Score -8043169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -8043172.000000 Penalty: 5303.970703
	Iteration 68Q: 3 clusters Score -8043172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -8043172.500000 Penalty: 5303.970703
	Iteration 69Q: 3 clusters Score -8043172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -8043174.500000 Penalty: 5303.970703
	Iteration 70Q: 3 clusters Score -8043174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -8043176.000000 Penalty: 5303.970703
	Iteration 71Q: 3 clusters Score -8043176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -8043173.500000 Penalty: 5303.970703
	Iteration 72Q: 3 clusters Score -8043174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -8043172.500000 Penalty: 5303.970703
	Iteration 73Q: 3 clusters Score -8043172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34940 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -8043175.500000 Penalty: 5303.970703
	Iteration 74Q: 3 clusters Score -8043176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -8043176.500000 Penalty: 5303.970703
	Iteration 75Q: 3 clusters Score -8043176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -8043179.000000 Penalty: 5303.970703
	Iteration 76Q: 3 clusters Score -8043179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -8043182.500000 Penalty: 5303.970703
	Iteration 77Q: 3 clusters Score -8043182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -8043174.500000 Penalty: 5303.970703
	Iteration 78Q: 3 clusters Score -8043174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -8043179.000000 Penalty: 5303.970703
	Iteration 79Q: 3 clusters Score -8043179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34963 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -8043177.000000 Penalty: 5303.970703
	Iteration 80F: 3 clusters Score -8043177 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -8043164.000000 Penalty: 5303.970703
	Iteration 81Q: 3 clusters Score -8043164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -8043164.000000 Penalty: 5303.970703
	Iteration 82F: 3 clusters Score -8043164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 42022 members 
Mstep: Class 3 contains 45045 members 
Mstep: Class 4 contains 46082 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24552 members 
Mstep: Class 7 contains 49965 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 46931 members 
Mstep: Class 10 contains 42765 members 
Mstep: Class 11 contains 46700 members 
Mstep: Class 12 contains 1304 members 
Mstep: Class 13 contains 40521 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1244 members 
Mstep: Class 16 contains 43744 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47438 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 34968 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49412 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 9100 members 
Entering Unmasked Estep 
Score: -111239952.000000 Penalty: 82671.179688
Splitting cluster 21 changes total score from -111240560.000000 to -111239952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -102341.140625 Penalty: 1640.119263
	Iteration 0F: 2 clusters Score -102341.1 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 379 members 
Entering Unmasked Estep 
Score: -100640.390625 Penalty: 3280.238525
	Iteration 0F: 3 clusters Score -100640.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -101091.000000 Penalty: 3280.238525
	Iteration 1F: 3 clusters Score -101091 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -101318.367188 Penalty: 3280.238525
	Iteration 2F: 3 clusters Score -101318.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -101385.695312 Penalty: 3280.238525
	Iteration 3Q: 3 clusters Score -101385.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -101475.570312 Penalty: 3280.238525
	Iteration 4Q: 3 clusters Score -101475.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -101553.875000 Penalty: 3280.238525
	Iteration 5Q: 3 clusters Score -101553.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -101628.867188 Penalty: 3280.238525
	Iteration 6Q: 3 clusters Score -101628.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -101684.195312 Penalty: 3280.238525
	Iteration 7Q: 3 clusters Score -101684.2 nChanged 16
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: -101752.148438 Penalty: 3280.238525
	Iteration 8Q: 3 clusters Score -101752.1 nChanged 11
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: -101784.203125 Penalty: 3280.238525
	Iteration 9Q: 3 clusters Score -101784.2 nChanged 6
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: -101799.132812 Penalty: 3280.238525
	Iteration 10Q: 3 clusters Score -101799.1 nChanged 5
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: -101811.507812 Penalty: 3280.238525
	Iteration 11Q: 3 clusters Score -101811.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -101827.539062 Penalty: 3280.238525
	Iteration 12Q: 3 clusters Score -101827.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -101833.148438 Penalty: 3280.238525
	Iteration 13Q: 3 clusters Score -101833.1 nChanged 1
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: -101834.703125 Penalty: 3280.238525
	Iteration 14Q: 3 clusters Score -101834.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -101837.742188 Penalty: 3280.238525
	Iteration 15Q: 3 clusters Score -101837.7 nChanged 3
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: -101849.226562 Penalty: 3280.238525
	Iteration 16Q: 3 clusters Score -101849.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -101850.718750 Penalty: 3280.238525
	Iteration 17Q: 3 clusters Score -101850.7 nChanged 1
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: -101854.085938 Penalty: 3280.238525
	Iteration 18Q: 3 clusters Score -101854.1 nChanged 0
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: -101854.085938 Penalty: 3280.238525
	Iteration 19F: 3 clusters Score -101854.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (49412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49412 members 
Entering Unmasked Estep 
Score: -9087897.000000 Penalty: 2680.371338
	Iteration 0F: 2 clusters Score -9087897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -9057521.000000 Penalty: 5360.742676
	Iteration 0F: 3 clusters Score -9057521 nChanged 22790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -9070009.000000 Penalty: 5360.742676
	Iteration 1F: 3 clusters Score -9070009 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -9070655.000000 Penalty: 5360.742676
	Iteration 2Q: 3 clusters Score -9070655 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -9071224.000000 Penalty: 5360.742676
	Iteration 3Q: 3 clusters Score -9071224 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -9071882.000000 Penalty: 5360.742676
	Iteration 4Q: 3 clusters Score -9071882 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 28865 members 
Entering Unmasked Estep 
Score: -9072759.000000 Penalty: 5360.742676
	Iteration 5Q: 3 clusters Score -9072759 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -9073888.000000 Penalty: 5360.742676
	Iteration 6Q: 3 clusters Score -9073888 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -9075405.000000 Penalty: 5360.742676
	Iteration 7F: 3 clusters Score -9075405 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -9077322.000000 Penalty: 5360.742676
	Iteration 8F: 3 clusters Score -9077322 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 38529 members 
Entering Unmasked Estep 
Score: -9079468.000000 Penalty: 5360.742676
	Iteration 9F: 3 clusters Score -9079468 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -9081691.000000 Penalty: 5360.742676
	Iteration 10F: 3 clusters Score -9081691 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 43745 members 
Entering Unmasked Estep 
Score: -9083446.000000 Penalty: 5360.742676
	Iteration 11F: 3 clusters Score -9083446 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 45739 members 
Entering Unmasked Estep 
Score: -9084523.000000 Penalty: 5360.742676
	Iteration 12Q: 3 clusters Score -9084523 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 47137 members 
Entering Unmasked Estep 
Score: -9085105.000000 Penalty: 5360.742676
	Iteration 13Q: 3 clusters Score -9085105 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 47970 members 
Entering Unmasked Estep 
Score: -9085349.000000 Penalty: 5360.742676
	Iteration 14Q: 3 clusters Score -9085349 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 48444 members 
Entering Unmasked Estep 
Score: -9085486.000000 Penalty: 5360.742676
	Iteration 15Q: 3 clusters Score -9085486 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 48672 members 
Entering Unmasked Estep 
Score: -9085506.000000 Penalty: 5360.742676
	Iteration 16Q: 3 clusters Score -9085506 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 48802 members 
Entering Unmasked Estep 
Score: -9085565.000000 Penalty: 5360.742676
	Iteration 17Q: 3 clusters Score -9085565 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 48893 members 
Entering Unmasked Estep 
Score: -9085603.000000 Penalty: 5360.742676
	Iteration 18Q: 3 clusters Score -9085603 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 48935 members 
Entering Unmasked Estep 
Score: -9085646.000000 Penalty: 5360.742676
	Iteration 19Q: 3 clusters Score -9085646 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 48971 members 
Entering Unmasked Estep 
Score: -9085677.000000 Penalty: 5360.742676
	Iteration 20F: 3 clusters Score -9085677 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 49002 members 
Entering Unmasked Estep 
Score: -9085706.000000 Penalty: 5360.742676
	Iteration 21Q: 3 clusters Score -9085706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 49020 members 
Entering Unmasked Estep 
Score: -9085725.000000 Penalty: 5360.742676
	Iteration 22Q: 3 clusters Score -9085725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 49034 members 
Entering Unmasked Estep 
Score: -9085743.000000 Penalty: 5360.742676
	Iteration 23Q: 3 clusters Score -9085743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 49041 members 
Entering Unmasked Estep 
Score: -9085745.000000 Penalty: 5360.742676
	Iteration 24Q: 3 clusters Score -9085745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 49046 members 
Entering Unmasked Estep 
Score: -9085754.000000 Penalty: 5360.742676
	Iteration 25Q: 3 clusters Score -9085754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 49050 members 
Entering Unmasked Estep 
Score: -9085758.000000 Penalty: 5360.742676
	Iteration 26Q: 3 clusters Score -9085758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -9085756.000000 Penalty: 5360.742676
	Iteration 27Q: 3 clusters Score -9085756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -9085756.000000 Penalty: 5360.742676
	Iteration 28F: 3 clusters Score -9085756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -74500.921875 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -74500.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -72907.843750 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -72907.84 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -73185.226562 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -73185.23 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -73271.132812 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -73271.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -73342.164062 Penalty: 3184.317383
	Iteration 3Q: 3 clusters Score -73342.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -73403.492188 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -73403.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -73431.515625 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -73431.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -73474.789062 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -73474.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -73508.671875 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -73508.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -73542.203125 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -73542.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -73620.242188 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -73620.24 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -73689.398438 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -73689.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -73744.546875 Penalty: 3184.317383
	Iteration 11Q: 3 clusters Score -73744.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -73781.968750 Penalty: 3184.317383
	Iteration 12Q: 3 clusters Score -73781.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -73833.984375 Penalty: 3184.317383
	Iteration 13Q: 3 clusters Score -73833.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -73879.406250 Penalty: 3184.317383
	Iteration 14Q: 3 clusters Score -73879.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -73917.234375 Penalty: 3184.317383
	Iteration 15Q: 3 clusters Score -73917.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -73964.562500 Penalty: 3184.317383
	Iteration 16Q: 3 clusters Score -73964.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -74001.468750 Penalty: 3184.317383
	Iteration 17Q: 3 clusters Score -74001.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -74035.335938 Penalty: 3184.317383
	Iteration 18Q: 3 clusters Score -74035.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -74057.585938 Penalty: 3184.317383
	Iteration 19Q: 3 clusters Score -74057.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -74090.273438 Penalty: 3184.317383
	Iteration 20F: 3 clusters Score -74090.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -74139.218750 Penalty: 3184.317383
	Iteration 21Q: 3 clusters Score -74139.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -74189.296875 Penalty: 3184.317383
	Iteration 22Q: 3 clusters Score -74189.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -74216.398438 Penalty: 3184.317383
	Iteration 23Q: 3 clusters Score -74216.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -74229.335938 Penalty: 3184.317383
	Iteration 24Q: 3 clusters Score -74229.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -74243.335938 Penalty: 3184.317383
	Iteration 25Q: 3 clusters Score -74243.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -74253.179688 Penalty: 3184.317383
	Iteration 26Q: 3 clusters Score -74253.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -74265.593750 Penalty: 3184.317383
	Iteration 27Q: 3 clusters Score -74265.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -74284.210938 Penalty: 3184.317383
	Iteration 28Q: 3 clusters Score -74284.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -74299.257812 Penalty: 3184.317383
	Iteration 29Q: 3 clusters Score -74299.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -74310.757812 Penalty: 3184.317383
	Iteration 30Q: 3 clusters Score -74310.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -74330.085938 Penalty: 3184.317383
	Iteration 31Q: 3 clusters Score -74330.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -74341.312500 Penalty: 3184.317383
	Iteration 32Q: 3 clusters Score -74341.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -74345.562500 Penalty: 3184.317383
	Iteration 33Q: 3 clusters Score -74345.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -74345.562500 Penalty: 3184.317383
	Iteration 34F: 3 clusters Score -74345.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39647 members 
Mstep: Class 2 contains 42022 members 
Mstep: Class 3 contains 45045 members 
Mstep: Class 4 contains 46082 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24552 members 
Mstep: Class 7 contains 49965 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 46931 members 
Mstep: Class 10 contains 42765 members 
Mstep: Class 11 contains 46700 members 
Mstep: Class 12 contains 1304 members 
Mstep: Class 13 contains 40521 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1244 members 
Mstep: Class 16 contains 43744 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47438 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 44068 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49412 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240480.000000 Penalty: 79364.328125
Iteration 239Q: 25 clusters Score -1.112405e+08 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 41998 members 
Mstep: Class 3 contains 45004 members 
Mstep: Class 4 contains 46089 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24571 members 
Mstep: Class 7 contains 49971 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 46886 members 
Mstep: Class 10 contains 42902 members 
Mstep: Class 11 contains 46672 members 
Mstep: Class 12 contains 1299 members 
Mstep: Class 13 contains 40445 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1244 members 
Mstep: Class 16 contains 43775 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47487 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 44041 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49432 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240520.000000 Penalty: 79364.328125
Iteration 240F: 25 clusters Score -1.112405e+08 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 41989 members 
Mstep: Class 3 contains 44958 members 
Mstep: Class 4 contains 46090 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24587 members 
Mstep: Class 7 contains 50009 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 46864 members 
Mstep: Class 10 contains 43026 members 
Mstep: Class 11 contains 46610 members 
Mstep: Class 12 contains 1295 members 
Mstep: Class 13 contains 40369 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1244 members 
Mstep: Class 16 contains 43830 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47523 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 43986 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49472 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240472.000000 Penalty: 79364.328125
Iteration 241Q: 25 clusters Score -1.112405e+08 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 41969 members 
Mstep: Class 3 contains 44919 members 
Mstep: Class 4 contains 46092 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24610 members 
Mstep: Class 7 contains 50035 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 46858 members 
Mstep: Class 10 contains 43123 members 
Mstep: Class 11 contains 46569 members 
Mstep: Class 12 contains 1295 members 
Mstep: Class 13 contains 40303 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1244 members 
Mstep: Class 16 contains 43869 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47553 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 705 members 
Mstep: Class 21 contains 43958 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49506 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240672.000000 Penalty: 79364.328125
Iteration 242Q: 25 clusters Score -1.112407e+08 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 41955 members 
Mstep: Class 3 contains 44909 members 
Mstep: Class 4 contains 46094 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24624 members 
Mstep: Class 7 contains 50065 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 46831 members 
Mstep: Class 10 contains 43193 members 
Mstep: Class 11 contains 46550 members 
Mstep: Class 12 contains 1296 members 
Mstep: Class 13 contains 40249 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1244 members 
Mstep: Class 16 contains 43903 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47585 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 43929 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49521 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240592.000000 Penalty: 79364.328125
Iteration 243Q: 25 clusters Score -1.112406e+08 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 41933 members 
Mstep: Class 3 contains 44897 members 
Mstep: Class 4 contains 46111 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24642 members 
Mstep: Class 7 contains 50110 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 46826 members 
Mstep: Class 10 contains 43240 members 
Mstep: Class 11 contains 46535 members 
Mstep: Class 12 contains 1296 members 
Mstep: Class 13 contains 40189 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1244 members 
Mstep: Class 16 contains 43935 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47618 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 43877 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49534 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240504.000000 Penalty: 79364.328125
Iteration 244Q: 25 clusters Score -1.112405e+08 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 41910 members 
Mstep: Class 3 contains 44871 members 
Mstep: Class 4 contains 46129 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24651 members 
Mstep: Class 7 contains 50157 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 46806 members 
Mstep: Class 10 contains 43288 members 
Mstep: Class 11 contains 46513 members 
Mstep: Class 12 contains 1298 members 
Mstep: Class 13 contains 40161 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1244 members 
Mstep: Class 16 contains 43961 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47634 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 43832 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49568 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240472.000000 Penalty: 79364.328125
Iteration 245Q: 25 clusters Score -1.112405e+08 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 41885 members 
Mstep: Class 3 contains 44880 members 
Mstep: Class 4 contains 46127 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24657 members 
Mstep: Class 7 contains 50203 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 46781 members 
Mstep: Class 10 contains 43320 members 
Mstep: Class 11 contains 46509 members 
Mstep: Class 12 contains 1299 members 
Mstep: Class 13 contains 40141 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1243 members 
Mstep: Class 16 contains 43983 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47643 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 43783 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49606 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240640.000000 Penalty: 79364.328125
Iteration 246Q: 25 clusters Score -1.112406e+08 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 41872 members 
Mstep: Class 3 contains 44876 members 
Mstep: Class 4 contains 46129 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24657 members 
Mstep: Class 7 contains 50231 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 46784 members 
Mstep: Class 10 contains 43335 members 
Mstep: Class 11 contains 46509 members 
Mstep: Class 12 contains 1298 members 
Mstep: Class 13 contains 40116 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1244 members 
Mstep: Class 16 contains 44035 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47669 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 43740 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49611 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240400.000000 Penalty: 79364.328125
Iteration 247Q: 25 clusters Score -1.112404e+08 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39293 members 
Mstep: Class 2 contains 41878 members 
Mstep: Class 3 contains 44893 members 
Mstep: Class 4 contains 46153 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24656 members 
Mstep: Class 7 contains 50245 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 46765 members 
Mstep: Class 10 contains 43337 members 
Mstep: Class 11 contains 46511 members 
Mstep: Class 12 contains 1297 members 
Mstep: Class 13 contains 40079 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1245 members 
Mstep: Class 16 contains 44081 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47675 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 43706 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49626 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240376.000000 Penalty: 79364.328125
Iteration 248Q: 25 clusters Score -1.112404e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 41872 members 
Mstep: Class 3 contains 44881 members 
Mstep: Class 4 contains 46183 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24669 members 
Mstep: Class 7 contains 50262 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 46766 members 
Mstep: Class 10 contains 43327 members 
Mstep: Class 11 contains 46522 members 
Mstep: Class 12 contains 1295 members 
Mstep: Class 13 contains 40044 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1246 members 
Mstep: Class 16 contains 44125 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47666 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 43650 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49676 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240600.000000 Penalty: 79364.328125
Iteration 249Q: 25 clusters Score -1.112406e+08 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 41857 members 
Mstep: Class 3 contains 44886 members 
Mstep: Class 4 contains 46225 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24677 members 
Mstep: Class 7 contains 50313 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 46742 members 
Mstep: Class 10 contains 43317 members 
Mstep: Class 11 contains 46528 members 
Mstep: Class 12 contains 1296 members 
Mstep: Class 13 contains 40015 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1246 members 
Mstep: Class 16 contains 44162 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47668 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 43589 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49714 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240600.000000 Penalty: 79364.328125
Iteration 250Q: 25 clusters Score -1.112406e+08 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 41834 members 
Mstep: Class 3 contains 44885 members 
Mstep: Class 4 contains 46242 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24679 members 
Mstep: Class 7 contains 50342 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 46719 members 
Mstep: Class 10 contains 43321 members 
Mstep: Class 11 contains 46558 members 
Mstep: Class 12 contains 1296 members 
Mstep: Class 13 contains 39967 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1245 members 
Mstep: Class 16 contains 44178 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47712 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 43551 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49737 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240432.000000 Penalty: 79364.328125
Iteration 251Q: 25 clusters Score -1.112404e+08 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 41825 members 
Mstep: Class 3 contains 44866 members 
Mstep: Class 4 contains 46265 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24672 members 
Mstep: Class 7 contains 50343 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 46718 members 
Mstep: Class 10 contains 43307 members 
Mstep: Class 11 contains 46566 members 
Mstep: Class 12 contains 1297 members 
Mstep: Class 13 contains 39943 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1245 members 
Mstep: Class 16 contains 44205 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47762 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 43506 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49767 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240528.000000 Penalty: 79364.328125
Iteration 252Q: 25 clusters Score -1.112405e+08 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39118 members 
Mstep: Class 2 contains 41836 members 
Mstep: Class 3 contains 44861 members 
Mstep: Class 4 contains 46271 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24684 members 
Mstep: Class 7 contains 50294 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 46730 members 
Mstep: Class 10 contains 43289 members 
Mstep: Class 11 contains 46551 members 
Mstep: Class 12 contains 1295 members 
Mstep: Class 13 contains 39915 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1245 members 
Mstep: Class 16 contains 44253 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47809 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 43478 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49812 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240248.000000 Penalty: 79364.328125
Iteration 253Q: 25 clusters Score -1.112402e+08 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39065 members 
Mstep: Class 2 contains 41831 members 
Mstep: Class 3 contains 44862 members 
Mstep: Class 4 contains 46282 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24696 members 
Mstep: Class 7 contains 50251 members 
Mstep: Class 8 contains 2212 members 
Mstep: Class 9 contains 46717 members 
Mstep: Class 10 contains 43275 members 
Mstep: Class 11 contains 46541 members 
Mstep: Class 12 contains 1297 members 
Mstep: Class 13 contains 39899 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1245 members 
Mstep: Class 16 contains 44313 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47832 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 43440 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49893 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240144.000000 Penalty: 79364.328125
Iteration 254Q: 25 clusters Score -1.112401e+08 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39026 members 
Mstep: Class 2 contains 41829 members 
Mstep: Class 3 contains 44876 members 
Mstep: Class 4 contains 46280 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24700 members 
Mstep: Class 7 contains 50258 members 
Mstep: Class 8 contains 2212 members 
Mstep: Class 9 contains 46701 members 
Mstep: Class 10 contains 43266 members 
Mstep: Class 11 contains 46539 members 
Mstep: Class 12 contains 1297 members 
Mstep: Class 13 contains 39888 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1245 members 
Mstep: Class 16 contains 44357 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47825 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 43410 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49942 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240272.000000 Penalty: 79364.328125
Iteration 255Q: 25 clusters Score -1.112403e+08 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39009 members 
Mstep: Class 2 contains 41837 members 
Mstep: Class 3 contains 44890 members 
Mstep: Class 4 contains 46282 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24709 members 
Mstep: Class 7 contains 50245 members 
Mstep: Class 8 contains 2212 members 
Mstep: Class 9 contains 46665 members 
Mstep: Class 10 contains 43254 members 
Mstep: Class 11 contains 46513 members 
Mstep: Class 12 contains 1297 members 
Mstep: Class 13 contains 39871 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1245 members 
Mstep: Class 16 contains 44405 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47823 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 43405 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 49989 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240160.000000 Penalty: 79364.328125
Iteration 256Q: 25 clusters Score -1.112402e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39003 members 
Mstep: Class 2 contains 41840 members 
Mstep: Class 3 contains 44902 members 
Mstep: Class 4 contains 46302 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24729 members 
Mstep: Class 7 contains 50235 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 46631 members 
Mstep: Class 10 contains 43239 members 
Mstep: Class 11 contains 46487 members 
Mstep: Class 12 contains 1299 members 
Mstep: Class 13 contains 39858 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1245 members 
Mstep: Class 16 contains 44437 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47823 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 43383 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50027 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240128.000000 Penalty: 79364.328125
Iteration 257Q: 25 clusters Score -1.112401e+08 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38987 members 
Mstep: Class 2 contains 41838 members 
Mstep: Class 3 contains 44913 members 
Mstep: Class 4 contains 46314 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24739 members 
Mstep: Class 7 contains 50235 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 46610 members 
Mstep: Class 10 contains 43223 members 
Mstep: Class 11 contains 46485 members 
Mstep: Class 12 contains 1300 members 
Mstep: Class 13 contains 39853 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1245 members 
Mstep: Class 16 contains 44473 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47824 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 43351 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50050 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240008.000000 Penalty: 79364.328125
Iteration 258Q: 25 clusters Score -1.1124e+08 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 41829 members 
Mstep: Class 3 contains 44922 members 
Mstep: Class 4 contains 46343 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24753 members 
Mstep: Class 7 contains 50235 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 46596 members 
Mstep: Class 10 contains 43200 members 
Mstep: Class 11 contains 46484 members 
Mstep: Class 12 contains 1301 members 
Mstep: Class 13 contains 39846 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1246 members 
Mstep: Class 16 contains 44502 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47828 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 43328 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50057 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240248.000000 Penalty: 79364.328125
Iteration 259Q: 25 clusters Score -1.112402e+08 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38964 members 
Mstep: Class 2 contains 41820 members 
Mstep: Class 3 contains 44924 members 
Mstep: Class 4 contains 46357 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24759 members 
Mstep: Class 7 contains 50237 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 46605 members 
Mstep: Class 10 contains 43176 members 
Mstep: Class 11 contains 46473 members 
Mstep: Class 12 contains 1304 members 
Mstep: Class 13 contains 39849 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1247 members 
Mstep: Class 16 contains 44516 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47837 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 43292 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50080 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240264.000000 Penalty: 79364.328125
Iteration 260F: 25 clusters Score -1.112403e+08 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38985 members 
Mstep: Class 2 contains 41817 members 
Mstep: Class 3 contains 44923 members 
Mstep: Class 4 contains 46383 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24764 members 
Mstep: Class 7 contains 50225 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 46609 members 
Mstep: Class 10 contains 43163 members 
Mstep: Class 11 contains 46466 members 
Mstep: Class 12 contains 1304 members 
Mstep: Class 13 contains 39828 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1246 members 
Mstep: Class 16 contains 44533 members 
Mstep: Class 17 contains 1104 members 
Mstep: Class 18 contains 47846 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 43265 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50083 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240232.000000 Penalty: 79364.328125
Iteration 261Q: 25 clusters Score -1.112402e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 41805 members 
Mstep: Class 3 contains 44921 members 
Mstep: Class 4 contains 46410 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24759 members 
Mstep: Class 7 contains 50201 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 46616 members 
Mstep: Class 10 contains 43151 members 
Mstep: Class 11 contains 46459 members 
Mstep: Class 12 contains 1305 members 
Mstep: Class 13 contains 39816 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1246 members 
Mstep: Class 16 contains 44554 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47845 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 43226 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50115 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240368.000000 Penalty: 79364.328125
Iteration 262Q: 25 clusters Score -1.112404e+08 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 41784 members 
Mstep: Class 3 contains 44907 members 
Mstep: Class 4 contains 46419 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24752 members 
Mstep: Class 7 contains 50197 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46651 members 
Mstep: Class 10 contains 43138 members 
Mstep: Class 11 contains 46478 members 
Mstep: Class 12 contains 1305 members 
Mstep: Class 13 contains 39815 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1246 members 
Mstep: Class 16 contains 44557 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47835 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 43194 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50134 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240504.000000 Penalty: 79364.328125
Iteration 263Q: 25 clusters Score -1.112405e+08 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 41760 members 
Mstep: Class 3 contains 44908 members 
Mstep: Class 4 contains 46428 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24756 members 
Mstep: Class 7 contains 50213 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 46668 members 
Mstep: Class 10 contains 43122 members 
Mstep: Class 11 contains 46480 members 
Mstep: Class 12 contains 1302 members 
Mstep: Class 13 contains 39828 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1246 members 
Mstep: Class 16 contains 44532 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47847 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 43162 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50138 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240328.000000 Penalty: 79364.328125
Iteration 264Q: 25 clusters Score -1.112403e+08 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39053 members 
Mstep: Class 2 contains 41759 members 
Mstep: Class 3 contains 44892 members 
Mstep: Class 4 contains 46448 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24768 members 
Mstep: Class 7 contains 50210 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 46688 members 
Mstep: Class 10 contains 43113 members 
Mstep: Class 11 contains 46487 members 
Mstep: Class 12 contains 1301 members 
Mstep: Class 13 contains 39841 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1246 members 
Mstep: Class 16 contains 44502 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47860 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 43134 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50135 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240344.000000 Penalty: 79364.328125
Iteration 265Q: 25 clusters Score -1.112403e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 41754 members 
Mstep: Class 3 contains 44886 members 
Mstep: Class 4 contains 46486 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24777 members 
Mstep: Class 7 contains 50200 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 46720 members 
Mstep: Class 10 contains 43104 members 
Mstep: Class 11 contains 46502 members 
Mstep: Class 12 contains 1301 members 
Mstep: Class 13 contains 39853 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1246 members 
Mstep: Class 16 contains 44455 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47860 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 43109 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50148 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240256.000000 Penalty: 79364.328125
Iteration 266Q: 25 clusters Score -1.112403e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 41754 members 
Mstep: Class 3 contains 44908 members 
Mstep: Class 4 contains 46526 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24789 members 
Mstep: Class 7 contains 50190 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 46718 members 
Mstep: Class 10 contains 43084 members 
Mstep: Class 11 contains 46506 members 
Mstep: Class 12 contains 1300 members 
Mstep: Class 13 contains 39867 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1246 members 
Mstep: Class 16 contains 44420 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47870 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 43073 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50158 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240256.000000 Penalty: 79364.328125
Iteration 267Q: 25 clusters Score -1.112403e+08 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 41749 members 
Mstep: Class 3 contains 44896 members 
Mstep: Class 4 contains 46563 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24792 members 
Mstep: Class 7 contains 50167 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46731 members 
Mstep: Class 10 contains 43074 members 
Mstep: Class 11 contains 46524 members 
Mstep: Class 12 contains 1300 members 
Mstep: Class 13 contains 39867 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1245 members 
Mstep: Class 16 contains 44389 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47882 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 43054 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50167 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240464.000000 Penalty: 79364.328125
Iteration 268Q: 25 clusters Score -1.112405e+08 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 41745 members 
Mstep: Class 3 contains 44875 members 
Mstep: Class 4 contains 46595 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24800 members 
Mstep: Class 7 contains 50107 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 46747 members 
Mstep: Class 10 contains 43078 members 
Mstep: Class 11 contains 46567 members 
Mstep: Class 12 contains 1300 members 
Mstep: Class 13 contains 39859 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1245 members 
Mstep: Class 16 contains 44368 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47898 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 43048 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50189 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240736.000000 Penalty: 79364.328125
Iteration 269Q: 25 clusters Score -1.112407e+08 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38983 members 
Mstep: Class 2 contains 41730 members 
Mstep: Class 3 contains 44866 members 
Mstep: Class 4 contains 46641 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24803 members 
Mstep: Class 7 contains 50076 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 46751 members 
Mstep: Class 10 contains 43082 members 
Mstep: Class 11 contains 46591 members 
Mstep: Class 12 contains 1300 members 
Mstep: Class 13 contains 39852 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1246 members 
Mstep: Class 16 contains 44368 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47904 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 43037 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50207 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240824.000000 Penalty: 79364.328125
Iteration 270Q: 25 clusters Score -1.112408e+08 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 41722 members 
Mstep: Class 3 contains 44859 members 
Mstep: Class 4 contains 46651 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24812 members 
Mstep: Class 7 contains 50016 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 46796 members 
Mstep: Class 10 contains 43080 members 
Mstep: Class 11 contains 46610 members 
Mstep: Class 12 contains 1300 members 
Mstep: Class 13 contains 39853 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1245 members 
Mstep: Class 16 contains 44373 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47917 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 43031 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50215 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240936.000000 Penalty: 79364.328125
Iteration 271Q: 25 clusters Score -1.112409e+08 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38945 members 
Mstep: Class 2 contains 41718 members 
Mstep: Class 3 contains 44861 members 
Mstep: Class 4 contains 46654 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24801 members 
Mstep: Class 7 contains 49968 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 46823 members 
Mstep: Class 10 contains 43071 members 
Mstep: Class 11 contains 46646 members 
Mstep: Class 12 contains 1301 members 
Mstep: Class 13 contains 39848 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1245 members 
Mstep: Class 16 contains 44382 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47926 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 704 members 
Mstep: Class 21 contains 43037 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50211 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241072.000000 Penalty: 79364.328125
Iteration 272Q: 25 clusters Score -1.112411e+08 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 41709 members 
Mstep: Class 3 contains 44852 members 
Mstep: Class 4 contains 46673 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24799 members 
Mstep: Class 7 contains 49945 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 46819 members 
Mstep: Class 10 contains 43066 members 
Mstep: Class 11 contains 46664 members 
Mstep: Class 12 contains 1302 members 
Mstep: Class 13 contains 39843 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1245 members 
Mstep: Class 16 contains 44391 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47934 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43032 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50224 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241048.000000 Penalty: 79364.328125
Iteration 273Q: 25 clusters Score -1.11241e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38935 members 
Mstep: Class 2 contains 41692 members 
Mstep: Class 3 contains 44845 members 
Mstep: Class 4 contains 46683 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24798 members 
Mstep: Class 7 contains 49927 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 46804 members 
Mstep: Class 10 contains 43071 members 
Mstep: Class 11 contains 46695 members 
Mstep: Class 12 contains 1302 members 
Mstep: Class 13 contains 39840 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1245 members 
Mstep: Class 16 contains 44389 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47936 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43040 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50237 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240880.000000 Penalty: 79364.328125
Iteration 274Q: 25 clusters Score -1.112409e+08 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 41681 members 
Mstep: Class 3 contains 44833 members 
Mstep: Class 4 contains 46703 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24794 members 
Mstep: Class 7 contains 49919 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 46788 members 
Mstep: Class 10 contains 43073 members 
Mstep: Class 11 contains 46726 members 
Mstep: Class 12 contains 1302 members 
Mstep: Class 13 contains 39836 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1245 members 
Mstep: Class 16 contains 44387 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47936 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43035 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50252 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240952.000000 Penalty: 79364.328125
Iteration 275Q: 25 clusters Score -1.11241e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 41675 members 
Mstep: Class 3 contains 44820 members 
Mstep: Class 4 contains 46711 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24794 members 
Mstep: Class 7 contains 49909 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46793 members 
Mstep: Class 10 contains 43072 members 
Mstep: Class 11 contains 46745 members 
Mstep: Class 12 contains 1302 members 
Mstep: Class 13 contains 39819 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1245 members 
Mstep: Class 16 contains 44381 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47948 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43027 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50257 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240920.000000 Penalty: 79364.328125
Iteration 276Q: 25 clusters Score -1.112409e+08 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 41666 members 
Mstep: Class 3 contains 44821 members 
Mstep: Class 4 contains 46724 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24790 members 
Mstep: Class 7 contains 49905 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46815 members 
Mstep: Class 10 contains 43070 members 
Mstep: Class 11 contains 46763 members 
Mstep: Class 12 contains 1302 members 
Mstep: Class 13 contains 39810 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1245 members 
Mstep: Class 16 contains 44378 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47935 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43008 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50266 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240960.000000 Penalty: 79364.328125
Iteration 277Q: 25 clusters Score -1.11241e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38935 members 
Mstep: Class 2 contains 41660 members 
Mstep: Class 3 contains 44815 members 
Mstep: Class 4 contains 46731 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24799 members 
Mstep: Class 7 contains 49876 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46848 members 
Mstep: Class 10 contains 43067 members 
Mstep: Class 11 contains 46759 members 
Mstep: Class 12 contains 1303 members 
Mstep: Class 13 contains 39799 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1245 members 
Mstep: Class 16 contains 44383 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47916 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43007 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50295 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241008.000000 Penalty: 79364.328125
Iteration 278Q: 25 clusters Score -1.11241e+08 nChanged 527
Entering ConstructFrom: 
Score: -111241008.000000 Penalty: 79364.328125
Entering ConstructFrom: 
Trying to split cluster 1 (38922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Entering Unmasked Estep 
Score: -7062198.000000 Penalty: 2621.190186
	Iteration 0F: 2 clusters Score -7062198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 19387 members 
Entering Unmasked Estep 
Score: -7035930.500000 Penalty: 5242.380371
	Iteration 0F: 3 clusters Score -7035930 nChanged 17719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -7045693.500000 Penalty: 5242.380371
	Iteration 1F: 3 clusters Score -7045694 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -7046196.500000 Penalty: 5242.380371
	Iteration 2Q: 3 clusters Score -7046196 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -7046772.500000 Penalty: 5242.380371
	Iteration 3Q: 3 clusters Score -7046772 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -7047546.500000 Penalty: 5242.380371
	Iteration 4Q: 3 clusters Score -7047546 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -7048638.500000 Penalty: 5242.380371
	Iteration 5F: 3 clusters Score -7048638 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -7050241.000000 Penalty: 5242.380371
	Iteration 6F: 3 clusters Score -7050241 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -7052495.000000 Penalty: 5242.380371
	Iteration 7F: 3 clusters Score -7052495 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -7055197.500000 Penalty: 5242.380371
	Iteration 8F: 3 clusters Score -7055198 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -7057460.500000 Penalty: 5242.380371
	Iteration 9F: 3 clusters Score -7057460 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -7058704.000000 Penalty: 5242.380371
	Iteration 10Q: 3 clusters Score -7058704 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -7059214.500000 Penalty: 5242.380371
	Iteration 11Q: 3 clusters Score -7059214 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -7059403.000000 Penalty: 5242.380371
	Iteration 12Q: 3 clusters Score -7059403 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -7059567.000000 Penalty: 5242.380371
	Iteration 13Q: 3 clusters Score -7059567 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -7059653.000000 Penalty: 5242.380371
	Iteration 14Q: 3 clusters Score -7059653 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -7059720.000000 Penalty: 5242.380371
	Iteration 15Q: 3 clusters Score -7059720 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -7059812.000000 Penalty: 5242.380371
	Iteration 16Q: 3 clusters Score -7059812 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -7059809.000000 Penalty: 5242.380371
	Iteration 17Q: 3 clusters Score -7059809 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -7059850.000000 Penalty: 5242.380371
	Iteration 18Q: 3 clusters Score -7059850 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -7059909.000000 Penalty: 5242.380371
	Iteration 19Q: 3 clusters Score -7059909 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33165 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -7059917.500000 Penalty: 5242.380371
	Iteration 20F: 3 clusters Score -7059918 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -7059954.500000 Penalty: 5242.380371
	Iteration 21Q: 3 clusters Score -7059954 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -7059960.500000 Penalty: 5242.380371
	Iteration 22Q: 3 clusters Score -7059960 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -7059984.500000 Penalty: 5242.380371
	Iteration 23Q: 3 clusters Score -7059984 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -7060005.500000 Penalty: 5242.380371
	Iteration 24Q: 3 clusters Score -7060006 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -7060005.000000 Penalty: 5242.380371
	Iteration 25Q: 3 clusters Score -7060005 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -7060029.500000 Penalty: 5242.380371
	Iteration 26Q: 3 clusters Score -7060030 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33725 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -7060045.500000 Penalty: 5242.380371
	Iteration 27Q: 3 clusters Score -7060046 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33789 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -7060052.000000 Penalty: 5242.380371
	Iteration 28Q: 3 clusters Score -7060052 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -7060062.000000 Penalty: 5242.380371
	Iteration 29Q: 3 clusters Score -7060062 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -7060055.500000 Penalty: 5242.380371
	Iteration 30Q: 3 clusters Score -7060056 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -7060075.500000 Penalty: 5242.380371
	Iteration 31Q: 3 clusters Score -7060076 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -7060083.000000 Penalty: 5242.380371
	Iteration 32Q: 3 clusters Score -7060083 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -7060093.000000 Penalty: 5242.380371
	Iteration 33Q: 3 clusters Score -7060093 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -7060091.500000 Penalty: 5242.380371
	Iteration 34Q: 3 clusters Score -7060092 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -7060100.500000 Penalty: 5242.380371
	Iteration 35Q: 3 clusters Score -7060100 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -7060116.500000 Penalty: 5242.380371
	Iteration 36Q: 3 clusters Score -7060116 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -7060107.000000 Penalty: 5242.380371
	Iteration 37Q: 3 clusters Score -7060107 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -7060111.500000 Penalty: 5242.380371
	Iteration 38Q: 3 clusters Score -7060112 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -7060132.500000 Penalty: 5242.380371
	Iteration 39Q: 3 clusters Score -7060132 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -7060137.000000 Penalty: 5242.380371
	Iteration 40F: 3 clusters Score -7060137 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -7060140.000000 Penalty: 5242.380371
	Iteration 41Q: 3 clusters Score -7060140 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -7060159.500000 Penalty: 5242.380371
	Iteration 42Q: 3 clusters Score -7060160 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -7060161.000000 Penalty: 5242.380371
	Iteration 43Q: 3 clusters Score -7060161 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34456 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -7060164.500000 Penalty: 5242.380371
	Iteration 44Q: 3 clusters Score -7060164 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -7060171.500000 Penalty: 5242.380371
	Iteration 45Q: 3 clusters Score -7060172 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -7060182.000000 Penalty: 5242.380371
	Iteration 46Q: 3 clusters Score -7060182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -7060180.500000 Penalty: 5242.380371
	Iteration 47Q: 3 clusters Score -7060180 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -7060179.500000 Penalty: 5242.380371
	Iteration 48Q: 3 clusters Score -7060180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -7060192.500000 Penalty: 5242.380371
	Iteration 49Q: 3 clusters Score -7060192 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -7060185.500000 Penalty: 5242.380371
	Iteration 50Q: 3 clusters Score -7060186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34664 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -7060188.000000 Penalty: 5242.380371
	Iteration 51Q: 3 clusters Score -7060188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -7060188.500000 Penalty: 5242.380371
	Iteration 52Q: 3 clusters Score -7060188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -7060191.000000 Penalty: 5242.380371
	Iteration 53Q: 3 clusters Score -7060191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -7060192.500000 Penalty: 5242.380371
	Iteration 54Q: 3 clusters Score -7060192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -7060188.500000 Penalty: 5242.380371
	Iteration 55Q: 3 clusters Score -7060188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -7060189.500000 Penalty: 5242.380371
	Iteration 56Q: 3 clusters Score -7060190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -7060185.000000 Penalty: 5242.380371
	Iteration 57Q: 3 clusters Score -7060185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -7060191.000000 Penalty: 5242.380371
	Iteration 58Q: 3 clusters Score -7060191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -7060190.500000 Penalty: 5242.380371
	Iteration 59Q: 3 clusters Score -7060190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -7060191.500000 Penalty: 5242.380371
	Iteration 60F: 3 clusters Score -7060192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -7060203.000000 Penalty: 5242.380371
	Iteration 61Q: 3 clusters Score -7060203 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34754 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -7060211.500000 Penalty: 5242.380371
	Iteration 62Q: 3 clusters Score -7060212 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34763 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -7060204.000000 Penalty: 5242.380371
	Iteration 63Q: 3 clusters Score -7060204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -7060216.500000 Penalty: 5242.380371
	Iteration 64Q: 3 clusters Score -7060216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34785 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -7060226.500000 Penalty: 5242.380371
	Iteration 65Q: 3 clusters Score -7060226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -7060225.000000 Penalty: 5242.380371
	Iteration 66Q: 3 clusters Score -7060225 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34816 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -7060219.500000 Penalty: 5242.380371
	Iteration 67Q: 3 clusters Score -7060220 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34830 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -7060223.000000 Penalty: 5242.380371
	Iteration 68Q: 3 clusters Score -7060223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -7060215.500000 Penalty: 5242.380371
	Iteration 69Q: 3 clusters Score -7060216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -7060222.000000 Penalty: 5242.380371
	Iteration 70Q: 3 clusters Score -7060222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -7060214.000000 Penalty: 5242.380371
	Iteration 71Q: 3 clusters Score -7060214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -7060222.500000 Penalty: 5242.380371
	Iteration 72Q: 3 clusters Score -7060222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -7060227.500000 Penalty: 5242.380371
	Iteration 73Q: 3 clusters Score -7060228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34889 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -7060220.000000 Penalty: 5242.380371
	Iteration 74Q: 3 clusters Score -7060220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -7060222.000000 Penalty: 5242.380371
	Iteration 75Q: 3 clusters Score -7060222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -7060228.000000 Penalty: 5242.380371
	Iteration 76Q: 3 clusters Score -7060228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -7060228.000000 Penalty: 5242.380371
	Iteration 77Q: 3 clusters Score -7060228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -7060222.500000 Penalty: 5242.380371
	Iteration 78Q: 3 clusters Score -7060222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -7060225.000000 Penalty: 5242.380371
	Iteration 79Q: 3 clusters Score -7060225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -7060221.500000 Penalty: 5242.380371
	Iteration 80F: 3 clusters Score -7060222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34936 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -7060220.000000 Penalty: 5242.380371
	Iteration 81Q: 3 clusters Score -7060220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -7060221.000000 Penalty: 5242.380371
	Iteration 82Q: 3 clusters Score -7060221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -7060227.500000 Penalty: 5242.380371
	Iteration 83Q: 3 clusters Score -7060228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -7060227.500000 Penalty: 5242.380371
	Iteration 84F: 3 clusters Score -7060228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41645 members 
Entering Unmasked Estep 
Score: -7641403.500000 Penalty: 2637.960205
	Iteration 0F: 2 clusters Score -7641404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -7613624.000000 Penalty: 5275.920410
	Iteration 0F: 3 clusters Score -7613624 nChanged 19165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -7624030.500000 Penalty: 5275.920410
	Iteration 1F: 3 clusters Score -7624030 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -7624514.500000 Penalty: 5275.920410
	Iteration 2Q: 3 clusters Score -7624514 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -7624946.000000 Penalty: 5275.920410
	Iteration 3Q: 3 clusters Score -7624946 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -7625397.500000 Penalty: 5275.920410
	Iteration 4Q: 3 clusters Score -7625398 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -7625983.000000 Penalty: 5275.920410
	Iteration 5Q: 3 clusters Score -7625983 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -7626798.000000 Penalty: 5275.920410
	Iteration 6Q: 3 clusters Score -7626798 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -7627694.000000 Penalty: 5275.920410
	Iteration 7Q: 3 clusters Score -7627694 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -7628938.000000 Penalty: 5275.920410
	Iteration 8Q: 3 clusters Score -7628938 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -7630266.500000 Penalty: 5275.920410
	Iteration 9Q: 3 clusters Score -7630266 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27750 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -7631673.000000 Penalty: 5275.920410
	Iteration 10Q: 3 clusters Score -7631673 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -7632864.500000 Penalty: 5275.920410
	Iteration 11Q: 3 clusters Score -7632864 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -7633873.000000 Penalty: 5275.920410
	Iteration 12Q: 3 clusters Score -7633873 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -7634689.500000 Penalty: 5275.920410
	Iteration 13Q: 3 clusters Score -7634690 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -7635217.000000 Penalty: 5275.920410
	Iteration 14Q: 3 clusters Score -7635217 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -7635505.500000 Penalty: 5275.920410
	Iteration 15Q: 3 clusters Score -7635506 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -7635762.500000 Penalty: 5275.920410
	Iteration 16Q: 3 clusters Score -7635762 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -7635942.500000 Penalty: 5275.920410
	Iteration 17Q: 3 clusters Score -7635942 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -7636066.000000 Penalty: 5275.920410
	Iteration 18Q: 3 clusters Score -7636066 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -7636211.500000 Penalty: 5275.920410
	Iteration 19Q: 3 clusters Score -7636212 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32675 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -7636289.500000 Penalty: 5275.920410
	Iteration 20F: 3 clusters Score -7636290 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -7636388.000000 Penalty: 5275.920410
	Iteration 21Q: 3 clusters Score -7636388 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -7636475.000000 Penalty: 5275.920410
	Iteration 22Q: 3 clusters Score -7636475 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -7636571.000000 Penalty: 5275.920410
	Iteration 23Q: 3 clusters Score -7636571 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -7636662.000000 Penalty: 5275.920410
	Iteration 24Q: 3 clusters Score -7636662 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -7636759.000000 Penalty: 5275.920410
	Iteration 25Q: 3 clusters Score -7636759 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -7636839.500000 Penalty: 5275.920410
	Iteration 26Q: 3 clusters Score -7636840 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -7636919.500000 Penalty: 5275.920410
	Iteration 27Q: 3 clusters Score -7636920 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34856 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -7637012.000000 Penalty: 5275.920410
	Iteration 28Q: 3 clusters Score -7637012 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -7637054.000000 Penalty: 5275.920410
	Iteration 29Q: 3 clusters Score -7637054 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35362 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -7637114.500000 Penalty: 5275.920410
	Iteration 30Q: 3 clusters Score -7637114 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -7637213.000000 Penalty: 5275.920410
	Iteration 31Q: 3 clusters Score -7637213 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -7637272.500000 Penalty: 5275.920410
	Iteration 32Q: 3 clusters Score -7637272 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -7637349.000000 Penalty: 5275.920410
	Iteration 33Q: 3 clusters Score -7637349 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -7637415.000000 Penalty: 5275.920410
	Iteration 34Q: 3 clusters Score -7637415 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -7637470.500000 Penalty: 5275.920410
	Iteration 35Q: 3 clusters Score -7637470 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36757 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -7637559.000000 Penalty: 5275.920410
	Iteration 36Q: 3 clusters Score -7637559 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -7637603.500000 Penalty: 5275.920410
	Iteration 37Q: 3 clusters Score -7637604 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -7637674.000000 Penalty: 5275.920410
	Iteration 38Q: 3 clusters Score -7637674 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -7637741.000000 Penalty: 5275.920410
	Iteration 39Q: 3 clusters Score -7637741 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37596 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -7637824.500000 Penalty: 5275.920410
	Iteration 40F: 3 clusters Score -7637824 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -7637895.000000 Penalty: 5275.920410
	Iteration 41Q: 3 clusters Score -7637895 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38056 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -7637978.000000 Penalty: 5275.920410
	Iteration 42Q: 3 clusters Score -7637978 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -7638073.000000 Penalty: 5275.920410
	Iteration 43Q: 3 clusters Score -7638073 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -7638139.000000 Penalty: 5275.920410
	Iteration 44Q: 3 clusters Score -7638139 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -7638235.500000 Penalty: 5275.920410
	Iteration 45Q: 3 clusters Score -7638236 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38860 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -7638320.000000 Penalty: 5275.920410
	Iteration 46Q: 3 clusters Score -7638320 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -7638407.000000 Penalty: 5275.920410
	Iteration 47Q: 3 clusters Score -7638407 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39238 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -7638496.000000 Penalty: 5275.920410
	Iteration 48Q: 3 clusters Score -7638496 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39394 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -7638592.000000 Penalty: 5275.920410
	Iteration 49Q: 3 clusters Score -7638592 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39532 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -7638656.000000 Penalty: 5275.920410
	Iteration 50Q: 3 clusters Score -7638656 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -7638682.500000 Penalty: 5275.920410
	Iteration 51Q: 3 clusters Score -7638682 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39786 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -7638755.500000 Penalty: 5275.920410
	Iteration 52Q: 3 clusters Score -7638756 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -7638785.000000 Penalty: 5275.920410
	Iteration 53Q: 3 clusters Score -7638785 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39976 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -7638791.000000 Penalty: 5275.920410
	Iteration 54Q: 3 clusters Score -7638791 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -7638848.500000 Penalty: 5275.920410
	Iteration 55Q: 3 clusters Score -7638848 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40140 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -7638903.000000 Penalty: 5275.920410
	Iteration 56Q: 3 clusters Score -7638903 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -7638923.000000 Penalty: 5275.920410
	Iteration 57Q: 3 clusters Score -7638923 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -7638963.500000 Penalty: 5275.920410
	Iteration 58Q: 3 clusters Score -7638964 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -7638987.000000 Penalty: 5275.920410
	Iteration 59Q: 3 clusters Score -7638987 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -7639018.500000 Penalty: 5275.920410
	Iteration 60F: 3 clusters Score -7639018 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -7639058.000000 Penalty: 5275.920410
	Iteration 61Q: 3 clusters Score -7639058 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -7639089.000000 Penalty: 5275.920410
	Iteration 62Q: 3 clusters Score -7639089 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -7639123.000000 Penalty: 5275.920410
	Iteration 63Q: 3 clusters Score -7639123 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -7639139.000000 Penalty: 5275.920410
	Iteration 64Q: 3 clusters Score -7639139 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -7639157.000000 Penalty: 5275.920410
	Iteration 65Q: 3 clusters Score -7639157 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -7639162.000000 Penalty: 5275.920410
	Iteration 66Q: 3 clusters Score -7639162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7639183.000000 Penalty: 5275.920410
	Iteration 67Q: 3 clusters Score -7639183 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40627 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -7639187.000000 Penalty: 5275.920410
	Iteration 68Q: 3 clusters Score -7639187 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40646 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -7639192.500000 Penalty: 5275.920410
	Iteration 69Q: 3 clusters Score -7639192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -7639193.000000 Penalty: 5275.920410
	Iteration 70Q: 3 clusters Score -7639193 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40681 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -7639205.500000 Penalty: 5275.920410
	Iteration 71Q: 3 clusters Score -7639206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -7639226.000000 Penalty: 5275.920410
	Iteration 72Q: 3 clusters Score -7639226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -7639247.000000 Penalty: 5275.920410
	Iteration 73Q: 3 clusters Score -7639247 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -7639251.500000 Penalty: 5275.920410
	Iteration 74Q: 3 clusters Score -7639252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -7639268.000000 Penalty: 5275.920410
	Iteration 75Q: 3 clusters Score -7639268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -7639272.500000 Penalty: 5275.920410
	Iteration 76Q: 3 clusters Score -7639272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40795 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -7639271.000000 Penalty: 5275.920410
	Iteration 77Q: 3 clusters Score -7639271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -7639277.000000 Penalty: 5275.920410
	Iteration 78Q: 3 clusters Score -7639277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -7639285.500000 Penalty: 5275.920410
	Iteration 79Q: 3 clusters Score -7639286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -7639286.000000 Penalty: 5275.920410
	Iteration 80F: 3 clusters Score -7639286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40818 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -7639291.000000 Penalty: 5275.920410
	Iteration 81Q: 3 clusters Score -7639291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -7639291.000000 Penalty: 5275.920410
	Iteration 82Q: 3 clusters Score -7639291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -7639293.000000 Penalty: 5275.920410
	Iteration 83Q: 3 clusters Score -7639293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -7639293.000000 Penalty: 5275.920410
	Iteration 84F: 3 clusters Score -7639293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (44780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Entering Unmasked Estep 
Score: -8246216.000000 Penalty: 2655.960205
	Iteration 0F: 2 clusters Score -8246216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -8217312.000000 Penalty: 5311.920410
	Iteration 0F: 3 clusters Score -8217312 nChanged 20504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -8228467.500000 Penalty: 5311.920410
	Iteration 1F: 3 clusters Score -8228468 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -8228853.000000 Penalty: 5311.920410
	Iteration 2Q: 3 clusters Score -8228853 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24404 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -8229256.000000 Penalty: 5311.920410
	Iteration 3Q: 3 clusters Score -8229256 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -8229672.500000 Penalty: 5311.920410
	Iteration 4Q: 3 clusters Score -8229672 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -8230162.500000 Penalty: 5311.920410
	Iteration 5Q: 3 clusters Score -8230162 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28388 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -8231010.500000 Penalty: 5311.920410
	Iteration 6Q: 3 clusters Score -8231010 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30752 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -8232413.000000 Penalty: 5311.920410
	Iteration 7F: 3 clusters Score -8232413 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33790 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -8234581.000000 Penalty: 5311.920410
	Iteration 8F: 3 clusters Score -8234581 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -8237550.500000 Penalty: 5311.920410
	Iteration 9F: 3 clusters Score -8237550 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -8240629.500000 Penalty: 5311.920410
	Iteration 10F: 3 clusters Score -8240630 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -8242586.500000 Penalty: 5311.920410
	Iteration 11F: 3 clusters Score -8242586 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -8243459.500000 Penalty: 5311.920410
	Iteration 12Q: 3 clusters Score -8243460 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8243711.000000 Penalty: 5311.920410
	Iteration 13Q: 3 clusters Score -8243711 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44534 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8243825.000000 Penalty: 5311.920410
	Iteration 14Q: 3 clusters Score -8243825 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44564 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -8243858.000000 Penalty: 5311.920410
	Iteration 15Q: 3 clusters Score -8243858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44582 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -8243876.500000 Penalty: 5311.920410
	Iteration 16Q: 3 clusters Score -8243876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44590 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -8243894.000000 Penalty: 5311.920410
	Iteration 17Q: 3 clusters Score -8243894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -8243898.000000 Penalty: 5311.920410
	Iteration 18Q: 3 clusters Score -8243898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44601 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -8243906.000000 Penalty: 5311.920410
	Iteration 19Q: 3 clusters Score -8243906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44604 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -8243909.500000 Penalty: 5311.920410
	Iteration 20F: 3 clusters Score -8243910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -8243914.000000 Penalty: 5311.920410
	Iteration 21Q: 3 clusters Score -8243914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44609 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -8243923.000000 Penalty: 5311.920410
	Iteration 22Q: 3 clusters Score -8243923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44613 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -8243928.500000 Penalty: 5311.920410
	Iteration 23Q: 3 clusters Score -8243928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44612 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -8243939.500000 Penalty: 5311.920410
	Iteration 24Q: 3 clusters Score -8243940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44613 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -8243948.500000 Penalty: 5311.920410
	Iteration 25Q: 3 clusters Score -8243948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44613 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -8243947.000000 Penalty: 5311.920410
	Iteration 26Q: 3 clusters Score -8243947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44613 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -8243947.000000 Penalty: 5311.920410
	Iteration 27F: 3 clusters Score -8243947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46742 members 
Entering Unmasked Estep 
Score: -8557663.000000 Penalty: 2666.594727
	Iteration 0F: 2 clusters Score -8557663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -8527651.000000 Penalty: 5333.189453
	Iteration 0F: 3 clusters Score -8527651 nChanged 21478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -8540358.000000 Penalty: 5333.189453
	Iteration 1F: 3 clusters Score -8540358 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -8541632.000000 Penalty: 5333.189453
	Iteration 2F: 3 clusters Score -8541632 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -8543270.000000 Penalty: 5333.189453
	Iteration 3F: 3 clusters Score -8543270 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -8545057.000000 Penalty: 5333.189453
	Iteration 4F: 3 clusters Score -8545057 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -8547027.000000 Penalty: 5333.189453
	Iteration 5F: 3 clusters Score -8547027 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -8549177.000000 Penalty: 5333.189453
	Iteration 6F: 3 clusters Score -8549177 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -8551002.000000 Penalty: 5333.189453
	Iteration 7F: 3 clusters Score -8551002 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -8552192.000000 Penalty: 5333.189453
	Iteration 8Q: 3 clusters Score -8552192 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -8552801.000000 Penalty: 5333.189453
	Iteration 9Q: 3 clusters Score -8552801 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -8553069.000000 Penalty: 5333.189453
	Iteration 10Q: 3 clusters Score -8553069 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -8553268.000000 Penalty: 5333.189453
	Iteration 11Q: 3 clusters Score -8553268 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28489 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -8553421.000000 Penalty: 5333.189453
	Iteration 12Q: 3 clusters Score -8553421 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -8553547.000000 Penalty: 5333.189453
	Iteration 13Q: 3 clusters Score -8553547 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -8553696.000000 Penalty: 5333.189453
	Iteration 14Q: 3 clusters Score -8553696 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -8553849.000000 Penalty: 5333.189453
	Iteration 15Q: 3 clusters Score -8553849 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -8553993.000000 Penalty: 5333.189453
	Iteration 16Q: 3 clusters Score -8553993 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -8554188.000000 Penalty: 5333.189453
	Iteration 17Q: 3 clusters Score -8554188 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -8554373.000000 Penalty: 5333.189453
	Iteration 18Q: 3 clusters Score -8554373 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -8554563.000000 Penalty: 5333.189453
	Iteration 19Q: 3 clusters Score -8554563 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -8554823.000000 Penalty: 5333.189453
	Iteration 20F: 3 clusters Score -8554823 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -8555048.000000 Penalty: 5333.189453
	Iteration 21Q: 3 clusters Score -8555048 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -8555310.000000 Penalty: 5333.189453
	Iteration 22Q: 3 clusters Score -8555310 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -8555545.000000 Penalty: 5333.189453
	Iteration 23Q: 3 clusters Score -8555545 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -8555796.000000 Penalty: 5333.189453
	Iteration 24Q: 3 clusters Score -8555796 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37065 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -8556015.000000 Penalty: 5333.189453
	Iteration 25Q: 3 clusters Score -8556015 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -8556218.000000 Penalty: 5333.189453
	Iteration 26Q: 3 clusters Score -8556218 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38280 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -8556430.000000 Penalty: 5333.189453
	Iteration 27Q: 3 clusters Score -8556430 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -8556566.000000 Penalty: 5333.189453
	Iteration 28Q: 3 clusters Score -8556566 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39348 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -8556686.000000 Penalty: 5333.189453
	Iteration 29Q: 3 clusters Score -8556686 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -8556761.000000 Penalty: 5333.189453
	Iteration 30Q: 3 clusters Score -8556761 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -8556825.000000 Penalty: 5333.189453
	Iteration 31Q: 3 clusters Score -8556825 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -8556906.000000 Penalty: 5333.189453
	Iteration 32Q: 3 clusters Score -8556906 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -8556941.000000 Penalty: 5333.189453
	Iteration 33Q: 3 clusters Score -8556941 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -8556959.000000 Penalty: 5333.189453
	Iteration 34Q: 3 clusters Score -8556959 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -8556973.000000 Penalty: 5333.189453
	Iteration 35Q: 3 clusters Score -8556973 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41777 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -8556983.000000 Penalty: 5333.189453
	Iteration 36Q: 3 clusters Score -8556983 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -8556965.000000 Penalty: 5333.189453
	Iteration 37Q: 3 clusters Score -8556965 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42091 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -8556994.000000 Penalty: 5333.189453
	Iteration 38Q: 3 clusters Score -8556994 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -8556966.000000 Penalty: 5333.189453
	Iteration 39Q: 3 clusters Score -8556966 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -8556987.000000 Penalty: 5333.189453
	Iteration 40F: 3 clusters Score -8556987 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -8556991.000000 Penalty: 5333.189453
	Iteration 41Q: 3 clusters Score -8556991 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -8556991.000000 Penalty: 5333.189453
	Iteration 42Q: 3 clusters Score -8556991 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -8556988.000000 Penalty: 5333.189453
	Iteration 43Q: 3 clusters Score -8556988 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -8556990.000000 Penalty: 5333.189453
	Iteration 44Q: 3 clusters Score -8556990 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -8556988.000000 Penalty: 5333.189453
	Iteration 45Q: 3 clusters Score -8556988 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42684 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -8556975.000000 Penalty: 5333.189453
	Iteration 46Q: 3 clusters Score -8556975 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -8556965.000000 Penalty: 5333.189453
	Iteration 47Q: 3 clusters Score -8556965 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -8556953.000000 Penalty: 5333.189453
	Iteration 48Q: 3 clusters Score -8556953 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42829 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -8556955.000000 Penalty: 5333.189453
	Iteration 49Q: 3 clusters Score -8556955 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42861 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -8556953.000000 Penalty: 5333.189453
	Iteration 50Q: 3 clusters Score -8556953 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -8556938.000000 Penalty: 5333.189453
	Iteration 51Q: 3 clusters Score -8556938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -8556948.000000 Penalty: 5333.189453
	Iteration 52Q: 3 clusters Score -8556948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -8556937.000000 Penalty: 5333.189453
	Iteration 53Q: 3 clusters Score -8556937 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42974 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -8556941.000000 Penalty: 5333.189453
	Iteration 54Q: 3 clusters Score -8556941 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43002 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -8556944.000000 Penalty: 5333.189453
	Iteration 55Q: 3 clusters Score -8556944 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43035 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -8556947.000000 Penalty: 5333.189453
	Iteration 56Q: 3 clusters Score -8556947 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -8556946.000000 Penalty: 5333.189453
	Iteration 57Q: 3 clusters Score -8556946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -8556955.000000 Penalty: 5333.189453
	Iteration 58Q: 3 clusters Score -8556955 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -8556960.000000 Penalty: 5333.189453
	Iteration 59Q: 3 clusters Score -8556960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -8556975.000000 Penalty: 5333.189453
	Iteration 60F: 3 clusters Score -8556975 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43157 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -8556970.000000 Penalty: 5333.189453
	Iteration 61Q: 3 clusters Score -8556970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -8556969.000000 Penalty: 5333.189453
	Iteration 62Q: 3 clusters Score -8556969 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43199 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -8556974.000000 Penalty: 5333.189453
	Iteration 63Q: 3 clusters Score -8556974 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43226 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -8556955.000000 Penalty: 5333.189453
	Iteration 64Q: 3 clusters Score -8556955 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43262 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -8556960.000000 Penalty: 5333.189453
	Iteration 65Q: 3 clusters Score -8556960 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43299 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -8556952.000000 Penalty: 5333.189453
	Iteration 66Q: 3 clusters Score -8556952 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -8556956.000000 Penalty: 5333.189453
	Iteration 67Q: 3 clusters Score -8556956 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43362 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -8556926.000000 Penalty: 5333.189453
	Iteration 68Q: 3 clusters Score -8556926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43390 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -8556937.000000 Penalty: 5333.189453
	Iteration 69Q: 3 clusters Score -8556937 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43411 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -8556918.000000 Penalty: 5333.189453
	Iteration 70Q: 3 clusters Score -8556918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -8556925.000000 Penalty: 5333.189453
	Iteration 71Q: 3 clusters Score -8556925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -8556930.000000 Penalty: 5333.189453
	Iteration 72Q: 3 clusters Score -8556930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -8556938.000000 Penalty: 5333.189453
	Iteration 73Q: 3 clusters Score -8556938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -8556918.000000 Penalty: 5333.189453
	Iteration 74Q: 3 clusters Score -8556918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -8556923.000000 Penalty: 5333.189453
	Iteration 75Q: 3 clusters Score -8556923 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -8556930.000000 Penalty: 5333.189453
	Iteration 76Q: 3 clusters Score -8556930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43512 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -8556936.000000 Penalty: 5333.189453
	Iteration 77Q: 3 clusters Score -8556936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43519 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -8556923.000000 Penalty: 5333.189453
	Iteration 78Q: 3 clusters Score -8556923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -8556929.000000 Penalty: 5333.189453
	Iteration 79Q: 3 clusters Score -8556929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -8556932.000000 Penalty: 5333.189453
	Iteration 80F: 3 clusters Score -8556932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43545 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -8556928.000000 Penalty: 5333.189453
	Iteration 81Q: 3 clusters Score -8556928 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43554 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -8556933.000000 Penalty: 5333.189453
	Iteration 82Q: 3 clusters Score -8556933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -8556924.000000 Penalty: 5333.189453
	Iteration 83Q: 3 clusters Score -8556924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -8556924.000000 Penalty: 5333.189453
	Iteration 84Q: 3 clusters Score -8556924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43586 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -8556917.000000 Penalty: 5333.189453
	Iteration 85Q: 3 clusters Score -8556917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43594 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -8556907.000000 Penalty: 5333.189453
	Iteration 86Q: 3 clusters Score -8556907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -8556919.000000 Penalty: 5333.189453
	Iteration 87Q: 3 clusters Score -8556919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43610 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -8556922.000000 Penalty: 5333.189453
	Iteration 88Q: 3 clusters Score -8556922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43618 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -8556931.000000 Penalty: 5333.189453
	Iteration 89Q: 3 clusters Score -8556931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43625 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -8556928.000000 Penalty: 5333.189453
	Iteration 90Q: 3 clusters Score -8556928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -8556931.000000 Penalty: 5333.189453
	Iteration 91Q: 3 clusters Score -8556931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43633 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -8556929.000000 Penalty: 5333.189453
	Iteration 92Q: 3 clusters Score -8556929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -8556926.000000 Penalty: 5333.189453
	Iteration 93Q: 3 clusters Score -8556926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -8556934.000000 Penalty: 5333.189453
	Iteration 94Q: 3 clusters Score -8556934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -8556943.000000 Penalty: 5333.189453
	Iteration 95Q: 3 clusters Score -8556943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43647 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -8556934.000000 Penalty: 5333.189453
	Iteration 96Q: 3 clusters Score -8556934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43649 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -8556929.000000 Penalty: 5333.189453
	Iteration 97Q: 3 clusters Score -8556929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43649 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -8556936.000000 Penalty: 5333.189453
	Iteration 98Q: 3 clusters Score -8556936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43651 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -8556938.000000 Penalty: 5333.189453
	Iteration 99Q: 3 clusters Score -8556938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43654 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -8556937.000000 Penalty: 5333.189453
	Iteration 100F: 3 clusters Score -8556937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43658 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -8556933.000000 Penalty: 5333.189453
	Iteration 101Q: 3 clusters Score -8556933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43660 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -8556933.000000 Penalty: 5333.189453
	Iteration 102Q: 3 clusters Score -8556933 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43660 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -8556933.000000 Penalty: 5333.189453
	Iteration 103F: 3 clusters Score -8556933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -69592.054688 Penalty: 1501.500977
	Iteration 0F: 2 clusters Score -69592.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -68206.796875 Penalty: 3003.001953
	Iteration 0F: 3 clusters Score -68206.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -68483.531250 Penalty: 3003.001953
	Iteration 1F: 3 clusters Score -68483.53 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -68603.125000 Penalty: 3003.001953
	Iteration 2F: 3 clusters Score -68603.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -68644.835938 Penalty: 3003.001953
	Iteration 3Q: 3 clusters Score -68644.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -68683.968750 Penalty: 3003.001953
	Iteration 4Q: 3 clusters Score -68683.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -68718.257812 Penalty: 3003.001953
	Iteration 5Q: 3 clusters Score -68718.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -68731.359375 Penalty: 3003.001953
	Iteration 6Q: 3 clusters Score -68731.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -68732.890625 Penalty: 3003.001953
	Iteration 7Q: 3 clusters Score -68732.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -68733.304688 Penalty: 3003.001953
	Iteration 8Q: 3 clusters Score -68733.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -68733.304688 Penalty: 3003.001953
	Iteration 9F: 3 clusters Score -68733.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Entering Unmasked Estep 
Score: -4404889.500000 Penalty: 2509.392334
	Iteration 0F: 2 clusters Score -4404890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -4387669.500000 Penalty: 5018.784668
	Iteration 0F: 3 clusters Score -4387670 nChanged 11036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -4393364.500000 Penalty: 5018.784668
	Iteration 1F: 3 clusters Score -4393364 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -4393756.500000 Penalty: 5018.784668
	Iteration 2Q: 3 clusters Score -4393756 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -4394136.500000 Penalty: 5018.784668
	Iteration 3Q: 3 clusters Score -4394136 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -4394416.500000 Penalty: 5018.784668
	Iteration 4Q: 3 clusters Score -4394416 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -4394750.500000 Penalty: 5018.784668
	Iteration 5Q: 3 clusters Score -4394750 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -4395194.500000 Penalty: 5018.784668
	Iteration 6Q: 3 clusters Score -4395194 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -4395778.500000 Penalty: 5018.784668
	Iteration 7Q: 3 clusters Score -4395778 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -4396681.000000 Penalty: 5018.784668
	Iteration 8F: 3 clusters Score -4396681 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -4397917.000000 Penalty: 5018.784668
	Iteration 9F: 3 clusters Score -4397917 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -4399388.500000 Penalty: 5018.784668
	Iteration 10F: 3 clusters Score -4399388 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -4400775.500000 Penalty: 5018.784668
	Iteration 11F: 3 clusters Score -4400776 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -4401755.000000 Penalty: 5018.784668
	Iteration 12Q: 3 clusters Score -4401755 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4402246.500000 Penalty: 5018.784668
	Iteration 13Q: 3 clusters Score -4402246 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4402461.000000 Penalty: 5018.784668
	Iteration 14Q: 3 clusters Score -4402461 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4402570.000000 Penalty: 5018.784668
	Iteration 15Q: 3 clusters Score -4402570 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4402626.500000 Penalty: 5018.784668
	Iteration 16Q: 3 clusters Score -4402626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4402648.500000 Penalty: 5018.784668
	Iteration 17Q: 3 clusters Score -4402648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4402664.500000 Penalty: 5018.784668
	Iteration 18Q: 3 clusters Score -4402664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -4402670.000000 Penalty: 5018.784668
	Iteration 19Q: 3 clusters Score -4402670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4402679.500000 Penalty: 5018.784668
	Iteration 20F: 3 clusters Score -4402680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4402687.500000 Penalty: 5018.784668
	Iteration 21Q: 3 clusters Score -4402688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4402697.500000 Penalty: 5018.784668
	Iteration 22Q: 3 clusters Score -4402698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4402700.500000 Penalty: 5018.784668
	Iteration 23Q: 3 clusters Score -4402700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4402700.500000 Penalty: 5018.784668
	Iteration 24Q: 3 clusters Score -4402700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4402702.000000 Penalty: 5018.784668
	Iteration 25Q: 3 clusters Score -4402702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4402705.000000 Penalty: 5018.784668
	Iteration 26Q: 3 clusters Score -4402705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4402710.500000 Penalty: 5018.784668
	Iteration 27Q: 3 clusters Score -4402710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4402708.000000 Penalty: 5018.784668
	Iteration 28Q: 3 clusters Score -4402708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4402716.500000 Penalty: 5018.784668
	Iteration 29Q: 3 clusters Score -4402716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4402719.500000 Penalty: 5018.784668
	Iteration 30Q: 3 clusters Score -4402720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4402719.500000 Penalty: 5018.784668
	Iteration 31F: 3 clusters Score -4402720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (49840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49840 members 
Entering Unmasked Estep 
Score: -9193285.000000 Penalty: 2682.510254
	Iteration 0F: 2 clusters Score -9193285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -9162936.000000 Penalty: 5365.020508
	Iteration 0F: 3 clusters Score -9162936 nChanged 23053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -9176008.000000 Penalty: 5365.020508
	Iteration 1F: 3 clusters Score -9176008 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -9176717.000000 Penalty: 5365.020508
	Iteration 2Q: 3 clusters Score -9176717 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -9177526.000000 Penalty: 5365.020508
	Iteration 3Q: 3 clusters Score -9177526 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -9178592.000000 Penalty: 5365.020508
	Iteration 4Q: 3 clusters Score -9178592 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -9179689.000000 Penalty: 5365.020508
	Iteration 5F: 3 clusters Score -9179689 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -9181185.000000 Penalty: 5365.020508
	Iteration 6F: 3 clusters Score -9181185 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 14413 members 
Entering Unmasked Estep 
Score: -9183047.000000 Penalty: 5365.020508
	Iteration 7F: 3 clusters Score -9183047 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38145 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -9185209.000000 Penalty: 5365.020508
	Iteration 8F: 3 clusters Score -9185209 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -9187309.000000 Penalty: 5365.020508
	Iteration 9F: 3 clusters Score -9187309 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43215 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -9188963.000000 Penalty: 5365.020508
	Iteration 10Q: 3 clusters Score -9188963 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45108 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -9189738.000000 Penalty: 5365.020508
	Iteration 11Q: 3 clusters Score -9189738 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -9190238.000000 Penalty: 5365.020508
	Iteration 12Q: 3 clusters Score -9190238 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47856 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -9190537.000000 Penalty: 5365.020508
	Iteration 13Q: 3 clusters Score -9190537 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48648 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -9190625.000000 Penalty: 5365.020508
	Iteration 14Q: 3 clusters Score -9190625 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49103 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -9190752.000000 Penalty: 5365.020508
	Iteration 15Q: 3 clusters Score -9190752 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49322 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9190810.000000 Penalty: 5365.020508
	Iteration 16Q: 3 clusters Score -9190810 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49431 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -9190881.000000 Penalty: 5365.020508
	Iteration 17Q: 3 clusters Score -9190881 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49483 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9190938.000000 Penalty: 5365.020508
	Iteration 18Q: 3 clusters Score -9190938 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49515 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9190992.000000 Penalty: 5365.020508
	Iteration 19Q: 3 clusters Score -9190992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49534 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9190996.000000 Penalty: 5365.020508
	Iteration 20F: 3 clusters Score -9190996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49547 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -9191013.000000 Penalty: 5365.020508
	Iteration 21Q: 3 clusters Score -9191013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49553 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -9191022.000000 Penalty: 5365.020508
	Iteration 22Q: 3 clusters Score -9191022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49556 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -9191024.000000 Penalty: 5365.020508
	Iteration 23Q: 3 clusters Score -9191024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49561 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9191026.000000 Penalty: 5365.020508
	Iteration 24Q: 3 clusters Score -9191026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49564 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -9191022.000000 Penalty: 5365.020508
	Iteration 25Q: 3 clusters Score -9191022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49570 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -9191030.000000 Penalty: 5365.020508
	Iteration 26Q: 3 clusters Score -9191030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49573 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -9191030.000000 Penalty: 5365.020508
	Iteration 27Q: 3 clusters Score -9191030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49576 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9191040.000000 Penalty: 5365.020508
	Iteration 28Q: 3 clusters Score -9191040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49576 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9191041.000000 Penalty: 5365.020508
	Iteration 29Q: 3 clusters Score -9191041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49578 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -9191039.000000 Penalty: 5365.020508
	Iteration 30Q: 3 clusters Score -9191039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49578 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -9191045.000000 Penalty: 5365.020508
	Iteration 31Q: 3 clusters Score -9191045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49579 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -9191049.000000 Penalty: 5365.020508
	Iteration 32Q: 3 clusters Score -9191049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49580 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -9191046.000000 Penalty: 5365.020508
	Iteration 33Q: 3 clusters Score -9191046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49583 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -9191052.000000 Penalty: 5365.020508
	Iteration 34Q: 3 clusters Score -9191052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49584 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -9191059.000000 Penalty: 5365.020508
	Iteration 35Q: 3 clusters Score -9191059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49586 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -9191056.000000 Penalty: 5365.020508
	Iteration 36Q: 3 clusters Score -9191056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49588 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -9191058.000000 Penalty: 5365.020508
	Iteration 37Q: 3 clusters Score -9191058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49588 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -9191058.000000 Penalty: 5365.020508
	Iteration 38F: 3 clusters Score -9191058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Entering Unmasked Estep 
Score: -374344.562500 Penalty: 1910.233887
	Iteration 0F: 2 clusters Score -374344.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -371625.250000 Penalty: 3820.467773
	Iteration 0F: 3 clusters Score -371625.2 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -372382.218750 Penalty: 3820.467773
	Iteration 1F: 3 clusters Score -372382.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -372753.187500 Penalty: 3820.467773
	Iteration 2F: 3 clusters Score -372753.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -372968.031250 Penalty: 3820.467773
	Iteration 3F: 3 clusters Score -372968 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -373191.218750 Penalty: 3820.467773
	Iteration 4F: 3 clusters Score -373191.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -373672.812500 Penalty: 3820.467773
	Iteration 5F: 3 clusters Score -373672.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -374049.000000 Penalty: 3820.467773
	Iteration 6F: 3 clusters Score -374049 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -374221.250000 Penalty: 3820.467773
	Iteration 7F: 3 clusters Score -374221.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -374362.500000 Penalty: 3820.467773
	Iteration 8Q: 3 clusters Score -374362.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -374456.062500 Penalty: 3820.467773
	Iteration 9Q: 3 clusters Score -374456.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -374497.093750 Penalty: 3820.467773
	Iteration 10Q: 3 clusters Score -374497.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -374524.312500 Penalty: 3820.467773
	Iteration 11Q: 3 clusters Score -374524.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -374542.187500 Penalty: 3820.467773
	Iteration 12Q: 3 clusters Score -374542.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -374596.437500 Penalty: 3820.467773
	Iteration 13Q: 3 clusters Score -374596.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -374651.093750 Penalty: 3820.467773
	Iteration 14Q: 3 clusters Score -374651.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -374692.656250 Penalty: 3820.467773
	Iteration 15Q: 3 clusters Score -374692.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -374709.625000 Penalty: 3820.467773
	Iteration 16Q: 3 clusters Score -374709.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -374735.468750 Penalty: 3820.467773
	Iteration 17Q: 3 clusters Score -374735.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -374747.812500 Penalty: 3820.467773
	Iteration 18Q: 3 clusters Score -374747.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -374753.562500 Penalty: 3820.467773
	Iteration 19Q: 3 clusters Score -374753.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -374753.562500 Penalty: 3820.467773
	Iteration 20F: 3 clusters Score -374753.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 41645 members 
Mstep: Class 3 contains 44780 members 
Mstep: Class 4 contains 46742 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24798 members 
Mstep: Class 7 contains 49840 members 
Mstep: Class 8 contains 1906 members 
Mstep: Class 9 contains 46879 members 
Mstep: Class 10 contains 43065 members 
Mstep: Class 11 contains 46763 members 
Mstep: Class 12 contains 1303 members 
Mstep: Class 13 contains 39794 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1246 members 
Mstep: Class 16 contains 44393 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47940 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43001 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50327 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 308 members 
Entering Unmasked Estep 
Score: -111240304.000000 Penalty: 82671.179688
Splitting cluster 8 changes total score from -111241008.000000 to -111240304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (46879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46879 members 
Entering Unmasked Estep 
Score: -8685147.000000 Penalty: 2667.320801
	Iteration 0F: 2 clusters Score -8685147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -8655907.000000 Penalty: 5334.641602
	Iteration 0F: 3 clusters Score -8655907 nChanged 21516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -8667907.000000 Penalty: 5334.641602
	Iteration 1F: 3 clusters Score -8667907 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -8668462.000000 Penalty: 5334.641602
	Iteration 2Q: 3 clusters Score -8668462 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -8668902.000000 Penalty: 5334.641602
	Iteration 3Q: 3 clusters Score -8668902 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -8669469.000000 Penalty: 5334.641602
	Iteration 4Q: 3 clusters Score -8669469 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -8670166.000000 Penalty: 5334.641602
	Iteration 5Q: 3 clusters Score -8670166 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -8670936.000000 Penalty: 5334.641602
	Iteration 6Q: 3 clusters Score -8670936 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -8672105.000000 Penalty: 5334.641602
	Iteration 7Q: 3 clusters Score -8672105 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -8673896.000000 Penalty: 5334.641602
	Iteration 8F: 3 clusters Score -8673896 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -8676161.000000 Penalty: 5334.641602
	Iteration 9F: 3 clusters Score -8676161 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 39503 members 
Entering Unmasked Estep 
Score: -8678515.000000 Penalty: 5334.641602
	Iteration 10F: 3 clusters Score -8678515 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 42226 members 
Entering Unmasked Estep 
Score: -8680583.000000 Penalty: 5334.641602
	Iteration 11F: 3 clusters Score -8680583 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 44164 members 
Entering Unmasked Estep 
Score: -8681703.000000 Penalty: 5334.641602
	Iteration 12Q: 3 clusters Score -8681703 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 45365 members 
Entering Unmasked Estep 
Score: -8682249.000000 Penalty: 5334.641602
	Iteration 13Q: 3 clusters Score -8682249 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 45970 members 
Entering Unmasked Estep 
Score: -8682557.000000 Penalty: 5334.641602
	Iteration 14Q: 3 clusters Score -8682557 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 46247 members 
Entering Unmasked Estep 
Score: -8682709.000000 Penalty: 5334.641602
	Iteration 15Q: 3 clusters Score -8682709 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
Score: -8682769.000000 Penalty: 5334.641602
	Iteration 16Q: 3 clusters Score -8682769 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 46422 members 
Entering Unmasked Estep 
Score: -8682807.000000 Penalty: 5334.641602
	Iteration 17Q: 3 clusters Score -8682807 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
Score: -8682830.000000 Penalty: 5334.641602
	Iteration 18Q: 3 clusters Score -8682830 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 46478 members 
Entering Unmasked Estep 
Score: -8682846.000000 Penalty: 5334.641602
	Iteration 19Q: 3 clusters Score -8682846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -8682868.000000 Penalty: 5334.641602
	Iteration 20F: 3 clusters Score -8682868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 46508 members 
Entering Unmasked Estep 
Score: -8682888.000000 Penalty: 5334.641602
	Iteration 21Q: 3 clusters Score -8682888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 46516 members 
Entering Unmasked Estep 
Score: -8682895.000000 Penalty: 5334.641602
	Iteration 22Q: 3 clusters Score -8682895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 46523 members 
Entering Unmasked Estep 
Score: -8682897.000000 Penalty: 5334.641602
	Iteration 23Q: 3 clusters Score -8682897 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 46530 members 
Entering Unmasked Estep 
Score: -8682921.000000 Penalty: 5334.641602
	Iteration 24Q: 3 clusters Score -8682921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 46538 members 
Entering Unmasked Estep 
Score: -8682922.000000 Penalty: 5334.641602
	Iteration 25Q: 3 clusters Score -8682922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 46541 members 
Entering Unmasked Estep 
Score: -8682936.000000 Penalty: 5334.641602
	Iteration 26Q: 3 clusters Score -8682936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 46539 members 
Entering Unmasked Estep 
Score: -8682930.000000 Penalty: 5334.641602
	Iteration 27Q: 3 clusters Score -8682930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 46540 members 
Entering Unmasked Estep 
Score: -8682928.000000 Penalty: 5334.641602
	Iteration 28Q: 3 clusters Score -8682928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 46540 members 
Entering Unmasked Estep 
Score: -8682927.000000 Penalty: 5334.641602
	Iteration 29Q: 3 clusters Score -8682927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 46541 members 
Entering Unmasked Estep 
Score: -8682933.000000 Penalty: 5334.641602
	Iteration 30Q: 3 clusters Score -8682933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 46542 members 
Entering Unmasked Estep 
Score: -8682936.000000 Penalty: 5334.641602
	Iteration 31Q: 3 clusters Score -8682936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 46543 members 
Entering Unmasked Estep 
Score: -8682934.000000 Penalty: 5334.641602
	Iteration 32Q: 3 clusters Score -8682934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 46543 members 
Entering Unmasked Estep 
Score: -8682934.000000 Penalty: 5334.641602
	Iteration 33F: 3 clusters Score -8682934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (43065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Entering Unmasked Estep 
Score: -7907924.500000 Penalty: 2646.275391
	Iteration 0F: 2 clusters Score -7907924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -7879774.500000 Penalty: 5292.550781
	Iteration 0F: 3 clusters Score -7879774 nChanged 19684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -7890539.000000 Penalty: 5292.550781
	Iteration 1F: 3 clusters Score -7890539 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 23813 members 
Entering Unmasked Estep 
Score: -7891185.500000 Penalty: 5292.550781
	Iteration 2Q: 3 clusters Score -7891186 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -7891954.500000 Penalty: 5292.550781
	Iteration 3Q: 3 clusters Score -7891954 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -7893046.000000 Penalty: 5292.550781
	Iteration 4F: 3 clusters Score -7893046 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -7894783.000000 Penalty: 5292.550781
	Iteration 5F: 3 clusters Score -7894783 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -7897522.500000 Penalty: 5292.550781
	Iteration 6F: 3 clusters Score -7897522 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -7900834.000000 Penalty: 5292.550781
	Iteration 7F: 3 clusters Score -7900834 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -7903946.000000 Penalty: 5292.550781
	Iteration 8F: 3 clusters Score -7903946 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 38077 members 
Entering Unmasked Estep 
Score: -7906159.000000 Penalty: 5292.550781
	Iteration 9Q: 3 clusters Score -7906159 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -7906833.500000 Penalty: 5292.550781
	Iteration 10Q: 3 clusters Score -7906834 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -7907008.000000 Penalty: 5292.550781
	Iteration 11Q: 3 clusters Score -7907008 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -7907079.000000 Penalty: 5292.550781
	Iteration 12Q: 3 clusters Score -7907079 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -7907121.000000 Penalty: 5292.550781
	Iteration 13Q: 3 clusters Score -7907121 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 38871 members 
Entering Unmasked Estep 
Score: -7907117.500000 Penalty: 5292.550781
	Iteration 14Q: 3 clusters Score -7907118 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -7907138.500000 Penalty: 5292.550781
	Iteration 15Q: 3 clusters Score -7907138 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -7907134.500000 Penalty: 5292.550781
	Iteration 16Q: 3 clusters Score -7907134 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 39011 members 
Entering Unmasked Estep 
Score: -7907126.500000 Penalty: 5292.550781
	Iteration 17Q: 3 clusters Score -7907126 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -7907131.000000 Penalty: 5292.550781
	Iteration 18Q: 3 clusters Score -7907131 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -7907130.000000 Penalty: 5292.550781
	Iteration 19Q: 3 clusters Score -7907130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 39099 members 
Entering Unmasked Estep 
Score: -7907129.000000 Penalty: 5292.550781
	Iteration 20F: 3 clusters Score -7907129 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 39122 members 
Entering Unmasked Estep 
Score: -7907118.000000 Penalty: 5292.550781
	Iteration 21Q: 3 clusters Score -7907118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -7907128.500000 Penalty: 5292.550781
	Iteration 22Q: 3 clusters Score -7907128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -7907126.500000 Penalty: 5292.550781
	Iteration 23Q: 3 clusters Score -7907126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 39160 members 
Entering Unmasked Estep 
Score: -7907134.500000 Penalty: 5292.550781
	Iteration 24Q: 3 clusters Score -7907134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -7907123.500000 Penalty: 5292.550781
	Iteration 25Q: 3 clusters Score -7907124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 39176 members 
Entering Unmasked Estep 
Score: -7907126.000000 Penalty: 5292.550781
	Iteration 26Q: 3 clusters Score -7907126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -7907125.000000 Penalty: 5292.550781
	Iteration 27Q: 3 clusters Score -7907125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 39184 members 
Entering Unmasked Estep 
Score: -7907131.500000 Penalty: 5292.550781
	Iteration 28Q: 3 clusters Score -7907132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
Score: -7907129.500000 Penalty: 5292.550781
	Iteration 29Q: 3 clusters Score -7907130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 39188 members 
Entering Unmasked Estep 
Score: -7907129.500000 Penalty: 5292.550781
	Iteration 30Q: 3 clusters Score -7907130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 39191 members 
Entering Unmasked Estep 
Score: -7907134.000000 Penalty: 5292.550781
	Iteration 31Q: 3 clusters Score -7907134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 39195 members 
Entering Unmasked Estep 
Score: -7907127.000000 Penalty: 5292.550781
	Iteration 32Q: 3 clusters Score -7907127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 39197 members 
Entering Unmasked Estep 
Score: -7907126.500000 Penalty: 5292.550781
	Iteration 33Q: 3 clusters Score -7907126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 39199 members 
Entering Unmasked Estep 
Score: -7907130.500000 Penalty: 5292.550781
	Iteration 34Q: 3 clusters Score -7907130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -7907129.500000 Penalty: 5292.550781
	Iteration 35Q: 3 clusters Score -7907130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -7907126.000000 Penalty: 5292.550781
	Iteration 36Q: 3 clusters Score -7907126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -7907122.000000 Penalty: 5292.550781
	Iteration 37Q: 3 clusters Score -7907122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -7907122.000000 Penalty: 5292.550781
	Iteration 38F: 3 clusters Score -7907122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46763 members 
Entering Unmasked Estep 
Score: -8477170.000000 Penalty: 2666.706299
	Iteration 0F: 2 clusters Score -8477170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -8446249.000000 Penalty: 5333.412598
	Iteration 0F: 3 clusters Score -8446249 nChanged 21567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -8458070.000000 Penalty: 5333.412598
	Iteration 1F: 3 clusters Score -8458070 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -8458494.000000 Penalty: 5333.412598
	Iteration 2Q: 3 clusters Score -8458494 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -8458949.000000 Penalty: 5333.412598
	Iteration 3Q: 3 clusters Score -8458949 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -8459532.000000 Penalty: 5333.412598
	Iteration 4Q: 3 clusters Score -8459532 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -8460421.000000 Penalty: 5333.412598
	Iteration 5Q: 3 clusters Score -8460421 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -8461825.000000 Penalty: 5333.412598
	Iteration 6F: 3 clusters Score -8461825 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -8464042.000000 Penalty: 5333.412598
	Iteration 7F: 3 clusters Score -8464042 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -8466948.000000 Penalty: 5333.412598
	Iteration 8F: 3 clusters Score -8466948 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -8469952.000000 Penalty: 5333.412598
	Iteration 9F: 3 clusters Score -8469952 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41385 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -8472759.000000 Penalty: 5333.412598
	Iteration 10F: 3 clusters Score -8472759 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -8474610.000000 Penalty: 5333.412598
	Iteration 11Q: 3 clusters Score -8474610 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42375 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -8475392.000000 Penalty: 5333.412598
	Iteration 12Q: 3 clusters Score -8475392 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -8475648.000000 Penalty: 5333.412598
	Iteration 13Q: 3 clusters Score -8475648 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -8475779.000000 Penalty: 5333.412598
	Iteration 14Q: 3 clusters Score -8475779 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -8475863.000000 Penalty: 5333.412598
	Iteration 15Q: 3 clusters Score -8475863 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -8475894.000000 Penalty: 5333.412598
	Iteration 16Q: 3 clusters Score -8475894 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42618 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -8475932.000000 Penalty: 5333.412598
	Iteration 17Q: 3 clusters Score -8475932 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42642 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -8475948.000000 Penalty: 5333.412598
	Iteration 18Q: 3 clusters Score -8475948 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42652 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -8475968.000000 Penalty: 5333.412598
	Iteration 19Q: 3 clusters Score -8475968 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -8475967.000000 Penalty: 5333.412598
	Iteration 20F: 3 clusters Score -8475967 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42675 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -8475967.000000 Penalty: 5333.412598
	Iteration 21Q: 3 clusters Score -8475967 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -8475982.000000 Penalty: 5333.412598
	Iteration 22Q: 3 clusters Score -8475982 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -8475996.000000 Penalty: 5333.412598
	Iteration 23Q: 3 clusters Score -8475996 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42695 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -8475992.000000 Penalty: 5333.412598
	Iteration 24Q: 3 clusters Score -8475992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -8475998.000000 Penalty: 5333.412598
	Iteration 25Q: 3 clusters Score -8475998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42717 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -8476004.000000 Penalty: 5333.412598
	Iteration 26Q: 3 clusters Score -8476004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42726 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -8476000.000000 Penalty: 5333.412598
	Iteration 27Q: 3 clusters Score -8476000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -8476001.000000 Penalty: 5333.412598
	Iteration 28Q: 3 clusters Score -8476001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42740 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -8476007.000000 Penalty: 5333.412598
	Iteration 29Q: 3 clusters Score -8476007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -8475996.000000 Penalty: 5333.412598
	Iteration 30Q: 3 clusters Score -8475996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42745 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -8475991.000000 Penalty: 5333.412598
	Iteration 31Q: 3 clusters Score -8475991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -8475984.000000 Penalty: 5333.412598
	Iteration 32Q: 3 clusters Score -8475984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -8475982.000000 Penalty: 5333.412598
	Iteration 33Q: 3 clusters Score -8475982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -8475986.000000 Penalty: 5333.412598
	Iteration 34Q: 3 clusters Score -8475986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -8475986.000000 Penalty: 5333.412598
	Iteration 35F: 3 clusters Score -8475986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Entering Unmasked Estep 
Score: -231357.953125 Penalty: 1778.761353
	Iteration 0F: 2 clusters Score -231358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -229178.937500 Penalty: 3557.522705
	Iteration 0F: 3 clusters Score -229178.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -229518.703125 Penalty: 3557.522705
	Iteration 1F: 3 clusters Score -229518.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -229627.046875 Penalty: 3557.522705
	Iteration 2F: 3 clusters Score -229627 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -229694.578125 Penalty: 3557.522705
	Iteration 3Q: 3 clusters Score -229694.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -229738.593750 Penalty: 3557.522705
	Iteration 4Q: 3 clusters Score -229738.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -229763.937500 Penalty: 3557.522705
	Iteration 5Q: 3 clusters Score -229763.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -229796.109375 Penalty: 3557.522705
	Iteration 6Q: 3 clusters Score -229796.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -229820.921875 Penalty: 3557.522705
	Iteration 7Q: 3 clusters Score -229820.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -229836.078125 Penalty: 3557.522705
	Iteration 8Q: 3 clusters Score -229836.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -229852.640625 Penalty: 3557.522705
	Iteration 9Q: 3 clusters Score -229852.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -229870.328125 Penalty: 3557.522705
	Iteration 10Q: 3 clusters Score -229870.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -229884.765625 Penalty: 3557.522705
	Iteration 11Q: 3 clusters Score -229884.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -229898.093750 Penalty: 3557.522705
	Iteration 12Q: 3 clusters Score -229898.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -229919.093750 Penalty: 3557.522705
	Iteration 13Q: 3 clusters Score -229919.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -229933.984375 Penalty: 3557.522705
	Iteration 14Q: 3 clusters Score -229934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -229953.500000 Penalty: 3557.522705
	Iteration 15Q: 3 clusters Score -229953.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -229978.921875 Penalty: 3557.522705
	Iteration 16Q: 3 clusters Score -229978.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -230002.937500 Penalty: 3557.522705
	Iteration 17Q: 3 clusters Score -230002.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -230033.906250 Penalty: 3557.522705
	Iteration 18Q: 3 clusters Score -230033.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -230061.640625 Penalty: 3557.522705
	Iteration 19Q: 3 clusters Score -230061.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -230089.406250 Penalty: 3557.522705
	Iteration 20F: 3 clusters Score -230089.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -230120.484375 Penalty: 3557.522705
	Iteration 21Q: 3 clusters Score -230120.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -230136.750000 Penalty: 3557.522705
	Iteration 22Q: 3 clusters Score -230136.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -230150.140625 Penalty: 3557.522705
	Iteration 23Q: 3 clusters Score -230150.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -230166.812500 Penalty: 3557.522705
	Iteration 24Q: 3 clusters Score -230166.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -230181.734375 Penalty: 3557.522705
	Iteration 25Q: 3 clusters Score -230181.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -230198.875000 Penalty: 3557.522705
	Iteration 26Q: 3 clusters Score -230198.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -230221.625000 Penalty: 3557.522705
	Iteration 27Q: 3 clusters Score -230221.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -230252.984375 Penalty: 3557.522705
	Iteration 28Q: 3 clusters Score -230253 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -230296.140625 Penalty: 3557.522705
	Iteration 29Q: 3 clusters Score -230296.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -230337.359375 Penalty: 3557.522705
	Iteration 30Q: 3 clusters Score -230337.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -230376.281250 Penalty: 3557.522705
	Iteration 31Q: 3 clusters Score -230376.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -230407.078125 Penalty: 3557.522705
	Iteration 32Q: 3 clusters Score -230407.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -230416.984375 Penalty: 3557.522705
	Iteration 33Q: 3 clusters Score -230417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -230429.921875 Penalty: 3557.522705
	Iteration 34Q: 3 clusters Score -230429.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -230436.843750 Penalty: 3557.522705
	Iteration 35Q: 3 clusters Score -230436.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -230440.203125 Penalty: 3557.522705
	Iteration 36Q: 3 clusters Score -230440.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -230442.546875 Penalty: 3557.522705
	Iteration 37Q: 3 clusters Score -230442.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -230443.671875 Penalty: 3557.522705
	Iteration 38Q: 3 clusters Score -230443.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -230443.671875 Penalty: 3557.522705
	Iteration 39F: 3 clusters Score -230443.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (39794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Entering Unmasked Estep 
Score: -7289682.500000 Penalty: 2626.685059
	Iteration 0F: 2 clusters Score -7289682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19930 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -7262869.000000 Penalty: 5253.370117
	Iteration 0F: 3 clusters Score -7262869 nChanged 18149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -7272592.500000 Penalty: 5253.370117
	Iteration 1F: 3 clusters Score -7272592 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -7273029.000000 Penalty: 5253.370117
	Iteration 2Q: 3 clusters Score -7273029 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -7273365.000000 Penalty: 5253.370117
	Iteration 3Q: 3 clusters Score -7273365 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -7273762.500000 Penalty: 5253.370117
	Iteration 4Q: 3 clusters Score -7273762 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -7274133.500000 Penalty: 5253.370117
	Iteration 5Q: 3 clusters Score -7274134 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -7274550.000000 Penalty: 5253.370117
	Iteration 6Q: 3 clusters Score -7274550 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -7275133.000000 Penalty: 5253.370117
	Iteration 7Q: 3 clusters Score -7275133 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -7276011.000000 Penalty: 5253.370117
	Iteration 8Q: 3 clusters Score -7276011 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -7277369.000000 Penalty: 5253.370117
	Iteration 9F: 3 clusters Score -7277369 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -7279305.000000 Penalty: 5253.370117
	Iteration 10F: 3 clusters Score -7279305 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -7281749.500000 Penalty: 5253.370117
	Iteration 11F: 3 clusters Score -7281750 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -7284039.500000 Penalty: 5253.370117
	Iteration 12F: 3 clusters Score -7284040 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -7285593.500000 Penalty: 5253.370117
	Iteration 13Q: 3 clusters Score -7285594 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -7286386.500000 Penalty: 5253.370117
	Iteration 14Q: 3 clusters Score -7286386 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -7286798.500000 Penalty: 5253.370117
	Iteration 15Q: 3 clusters Score -7286798 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -7287008.500000 Penalty: 5253.370117
	Iteration 16Q: 3 clusters Score -7287008 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -7287128.000000 Penalty: 5253.370117
	Iteration 17Q: 3 clusters Score -7287128 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -7287210.500000 Penalty: 5253.370117
	Iteration 18Q: 3 clusters Score -7287210 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -7287280.000000 Penalty: 5253.370117
	Iteration 19Q: 3 clusters Score -7287280 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -7287312.500000 Penalty: 5253.370117
	Iteration 20F: 3 clusters Score -7287312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -7287333.500000 Penalty: 5253.370117
	Iteration 21Q: 3 clusters Score -7287334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -7287352.500000 Penalty: 5253.370117
	Iteration 22Q: 3 clusters Score -7287352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -7287371.500000 Penalty: 5253.370117
	Iteration 23Q: 3 clusters Score -7287372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7287377.000000 Penalty: 5253.370117
	Iteration 24Q: 3 clusters Score -7287377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -7287392.000000 Penalty: 5253.370117
	Iteration 25Q: 3 clusters Score -7287392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7287386.000000 Penalty: 5253.370117
	Iteration 26Q: 3 clusters Score -7287386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7287394.000000 Penalty: 5253.370117
	Iteration 27Q: 3 clusters Score -7287394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39529 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7287391.500000 Penalty: 5253.370117
	Iteration 28Q: 3 clusters Score -7287392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39532 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7287393.000000 Penalty: 5253.370117
	Iteration 29Q: 3 clusters Score -7287393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -7287399.500000 Penalty: 5253.370117
	Iteration 30Q: 3 clusters Score -7287400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -7287402.500000 Penalty: 5253.370117
	Iteration 31Q: 3 clusters Score -7287402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39540 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -7287401.000000 Penalty: 5253.370117
	Iteration 32Q: 3 clusters Score -7287401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -7287405.000000 Penalty: 5253.370117
	Iteration 33Q: 3 clusters Score -7287405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39546 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7287416.500000 Penalty: 5253.370117
	Iteration 34Q: 3 clusters Score -7287416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -7287420.500000 Penalty: 5253.370117
	Iteration 35Q: 3 clusters Score -7287420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7287422.000000 Penalty: 5253.370117
	Iteration 36Q: 3 clusters Score -7287422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -7287419.000000 Penalty: 5253.370117
	Iteration 37Q: 3 clusters Score -7287419 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -7287419.000000 Penalty: 5253.370117
	Iteration 38F: 3 clusters Score -7287419 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -40382.617188 Penalty: 1492.006958
	Iteration 0F: 2 clusters Score -40382.62 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 206 members 
Entering Unmasked Estep 
Score: -39031.597656 Penalty: 2984.013916
	Iteration 0F: 3 clusters Score -39031.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -39258.207031 Penalty: 2984.013916
	Iteration 1F: 3 clusters Score -39258.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -39320.925781 Penalty: 2984.013916
	Iteration 2Q: 3 clusters Score -39320.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -39330.605469 Penalty: 2984.013916
	Iteration 3Q: 3 clusters Score -39330.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -39337.148438 Penalty: 2984.013916
	Iteration 4Q: 3 clusters Score -39337.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -39351.722656 Penalty: 2984.013916
	Iteration 5Q: 3 clusters Score -39351.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -39353.253906 Penalty: 2984.013916
	Iteration 6Q: 3 clusters Score -39353.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -39353.253906 Penalty: 2984.013916
	Iteration 7F: 3 clusters Score -39353.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Entering Unmasked Estep 
Score: -215961.265625 Penalty: 1767.667969
	Iteration 0F: 2 clusters Score -215961.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -213896.265625 Penalty: 3535.335938
	Iteration 0F: 3 clusters Score -213896.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -214347.671875 Penalty: 3535.335938
	Iteration 1F: 3 clusters Score -214347.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -214524.609375 Penalty: 3535.335938
	Iteration 2F: 3 clusters Score -214524.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -214644.171875 Penalty: 3535.335938
	Iteration 3F: 3 clusters Score -214644.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -214746.187500 Penalty: 3535.335938
	Iteration 4Q: 3 clusters Score -214746.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -214814.468750 Penalty: 3535.335938
	Iteration 5Q: 3 clusters Score -214814.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -214870.687500 Penalty: 3535.335938
	Iteration 6Q: 3 clusters Score -214870.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -214915.437500 Penalty: 3535.335938
	Iteration 7Q: 3 clusters Score -214915.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -214935.375000 Penalty: 3535.335938
	Iteration 8Q: 3 clusters Score -214935.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -214948.625000 Penalty: 3535.335938
	Iteration 9Q: 3 clusters Score -214948.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -214965.375000 Penalty: 3535.335938
	Iteration 10Q: 3 clusters Score -214965.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -214989.750000 Penalty: 3535.335938
	Iteration 11Q: 3 clusters Score -214989.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -215007.484375 Penalty: 3535.335938
	Iteration 12Q: 3 clusters Score -215007.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -215023.515625 Penalty: 3535.335938
	Iteration 13Q: 3 clusters Score -215023.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -215038.703125 Penalty: 3535.335938
	Iteration 14Q: 3 clusters Score -215038.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -215060.437500 Penalty: 3535.335938
	Iteration 15Q: 3 clusters Score -215060.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -215090.312500 Penalty: 3535.335938
	Iteration 16Q: 3 clusters Score -215090.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -215110.890625 Penalty: 3535.335938
	Iteration 17Q: 3 clusters Score -215110.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -215125.937500 Penalty: 3535.335938
	Iteration 18Q: 3 clusters Score -215125.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -215138.359375 Penalty: 3535.335938
	Iteration 19Q: 3 clusters Score -215138.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -215150.437500 Penalty: 3535.335938
	Iteration 20F: 3 clusters Score -215150.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -215176.500000 Penalty: 3535.335938
	Iteration 21Q: 3 clusters Score -215176.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -215215.734375 Penalty: 3535.335938
	Iteration 22Q: 3 clusters Score -215215.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -215279.296875 Penalty: 3535.335938
	Iteration 23Q: 3 clusters Score -215279.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -215340.078125 Penalty: 3535.335938
	Iteration 24Q: 3 clusters Score -215340.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -215376.281250 Penalty: 3535.335938
	Iteration 25Q: 3 clusters Score -215376.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -215400.453125 Penalty: 3535.335938
	Iteration 26Q: 3 clusters Score -215400.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -215418.375000 Penalty: 3535.335938
	Iteration 27Q: 3 clusters Score -215418.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -215421.265625 Penalty: 3535.335938
	Iteration 28Q: 3 clusters Score -215421.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -215423.031250 Penalty: 3535.335938
	Iteration 29Q: 3 clusters Score -215423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -215426.734375 Penalty: 3535.335938
	Iteration 30Q: 3 clusters Score -215426.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -215428.078125 Penalty: 3535.335938
	Iteration 31Q: 3 clusters Score -215428.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -215430.687500 Penalty: 3535.335938
	Iteration 32Q: 3 clusters Score -215430.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -215441.234375 Penalty: 3535.335938
	Iteration 33F: 3 clusters Score -215441.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -215461.640625 Penalty: 3535.335938
	Iteration 34Q: 3 clusters Score -215461.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -215464.031250 Penalty: 3535.335938
	Iteration 35Q: 3 clusters Score -215464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -215464.609375 Penalty: 3535.335938
	Iteration 36Q: 3 clusters Score -215464.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -215464.609375 Penalty: 3535.335938
	Iteration 37F: 3 clusters Score -215464.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (44393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44393 members 
Entering Unmasked Estep 
Score: -8088072.500000 Penalty: 2653.807617
	Iteration 0F: 2 clusters Score -8088072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -8058281.500000 Penalty: 5307.615234
	Iteration 0F: 3 clusters Score -8058282 nChanged 20595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -8069560.000000 Penalty: 5307.615234
	Iteration 1F: 3 clusters Score -8069560 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -8070137.500000 Penalty: 5307.615234
	Iteration 2Q: 3 clusters Score -8070138 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -8070759.000000 Penalty: 5307.615234
	Iteration 3Q: 3 clusters Score -8070759 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -8071498.500000 Penalty: 5307.615234
	Iteration 4Q: 3 clusters Score -8071498 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -8072433.000000 Penalty: 5307.615234
	Iteration 5Q: 3 clusters Score -8072433 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -8073576.500000 Penalty: 5307.615234
	Iteration 6Q: 3 clusters Score -8073576 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 24408 members 
Entering Unmasked Estep 
Score: -8074946.500000 Penalty: 5307.615234
	Iteration 7F: 3 clusters Score -8074946 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -8076434.500000 Penalty: 5307.615234
	Iteration 8F: 3 clusters Score -8076434 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -8077816.000000 Penalty: 5307.615234
	Iteration 9F: 3 clusters Score -8077816 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -8079084.000000 Penalty: 5307.615234
	Iteration 10F: 3 clusters Score -8079084 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -8079993.000000 Penalty: 5307.615234
	Iteration 11Q: 3 clusters Score -8079993 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -8080420.000000 Penalty: 5307.615234
	Iteration 12Q: 3 clusters Score -8080420 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -8080628.000000 Penalty: 5307.615234
	Iteration 13Q: 3 clusters Score -8080628 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -8080721.000000 Penalty: 5307.615234
	Iteration 14Q: 3 clusters Score -8080721 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -8080784.500000 Penalty: 5307.615234
	Iteration 15Q: 3 clusters Score -8080784 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20412 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -8080822.000000 Penalty: 5307.615234
	Iteration 16Q: 3 clusters Score -8080822 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -8080839.000000 Penalty: 5307.615234
	Iteration 17Q: 3 clusters Score -8080839 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -8080861.500000 Penalty: 5307.615234
	Iteration 18Q: 3 clusters Score -8080862 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -8080886.500000 Penalty: 5307.615234
	Iteration 19Q: 3 clusters Score -8080886 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -8080882.000000 Penalty: 5307.615234
	Iteration 20F: 3 clusters Score -8080882 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -8080916.000000 Penalty: 5307.615234
	Iteration 21Q: 3 clusters Score -8080916 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -8080965.000000 Penalty: 5307.615234
	Iteration 22Q: 3 clusters Score -8080965 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -8080976.500000 Penalty: 5307.615234
	Iteration 23Q: 3 clusters Score -8080976 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -8081003.000000 Penalty: 5307.615234
	Iteration 24Q: 3 clusters Score -8081003 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -8081065.000000 Penalty: 5307.615234
	Iteration 25Q: 3 clusters Score -8081065 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 22177 members 
Entering Unmasked Estep 
Score: -8081105.500000 Penalty: 5307.615234
	Iteration 26Q: 3 clusters Score -8081106 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -8081152.500000 Penalty: 5307.615234
	Iteration 27Q: 3 clusters Score -8081152 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -8081190.500000 Penalty: 5307.615234
	Iteration 28Q: 3 clusters Score -8081190 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -8081241.500000 Penalty: 5307.615234
	Iteration 29Q: 3 clusters Score -8081242 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -8081276.500000 Penalty: 5307.615234
	Iteration 30Q: 3 clusters Score -8081276 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -8081322.000000 Penalty: 5307.615234
	Iteration 31Q: 3 clusters Score -8081322 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -8081371.000000 Penalty: 5307.615234
	Iteration 32Q: 3 clusters Score -8081371 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -8081440.500000 Penalty: 5307.615234
	Iteration 33Q: 3 clusters Score -8081440 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 19790 members 
Entering Unmasked Estep 
Score: -8081467.500000 Penalty: 5307.615234
	Iteration 34Q: 3 clusters Score -8081468 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -8081534.000000 Penalty: 5307.615234
	Iteration 35Q: 3 clusters Score -8081534 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25274 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -8081575.500000 Penalty: 5307.615234
	Iteration 36Q: 3 clusters Score -8081576 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -8081639.500000 Penalty: 5307.615234
	Iteration 37Q: 3 clusters Score -8081640 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -8081732.500000 Penalty: 5307.615234
	Iteration 38Q: 3 clusters Score -8081732 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -8081824.500000 Penalty: 5307.615234
	Iteration 39Q: 3 clusters Score -8081824 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -8081931.500000 Penalty: 5307.615234
	Iteration 40F: 3 clusters Score -8081932 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -8082060.500000 Penalty: 5307.615234
	Iteration 41Q: 3 clusters Score -8082060 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -8082185.500000 Penalty: 5307.615234
	Iteration 42Q: 3 clusters Score -8082186 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28351 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -8082326.000000 Penalty: 5307.615234
	Iteration 43Q: 3 clusters Score -8082326 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -8082477.500000 Penalty: 5307.615234
	Iteration 44Q: 3 clusters Score -8082478 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29534 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -8082642.500000 Penalty: 5307.615234
	Iteration 45Q: 3 clusters Score -8082642 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -8082746.000000 Penalty: 5307.615234
	Iteration 46Q: 3 clusters Score -8082746 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30731 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -8082966.500000 Penalty: 5307.615234
	Iteration 47Q: 3 clusters Score -8082966 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -8083135.500000 Penalty: 5307.615234
	Iteration 48Q: 3 clusters Score -8083136 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -8083275.000000 Penalty: 5307.615234
	Iteration 49Q: 3 clusters Score -8083275 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -8083445.500000 Penalty: 5307.615234
	Iteration 50Q: 3 clusters Score -8083446 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33057 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -8083635.000000 Penalty: 5307.615234
	Iteration 51Q: 3 clusters Score -8083635 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -8083822.000000 Penalty: 5307.615234
	Iteration 52Q: 3 clusters Score -8083822 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -8083997.500000 Penalty: 5307.615234
	Iteration 53Q: 3 clusters Score -8083998 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -8084186.000000 Penalty: 5307.615234
	Iteration 54Q: 3 clusters Score -8084186 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -8084347.500000 Penalty: 5307.615234
	Iteration 55Q: 3 clusters Score -8084348 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35951 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -8084532.000000 Penalty: 5307.615234
	Iteration 56Q: 3 clusters Score -8084532 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -8084660.000000 Penalty: 5307.615234
	Iteration 57Q: 3 clusters Score -8084660 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -8084824.000000 Penalty: 5307.615234
	Iteration 58Q: 3 clusters Score -8084824 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37311 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -8084940.000000 Penalty: 5307.615234
	Iteration 59Q: 3 clusters Score -8084940 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -8085056.000000 Penalty: 5307.615234
	Iteration 60F: 3 clusters Score -8085056 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38134 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -8085158.000000 Penalty: 5307.615234
	Iteration 61Q: 3 clusters Score -8085158 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -8085274.000000 Penalty: 5307.615234
	Iteration 62Q: 3 clusters Score -8085274 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -8085361.000000 Penalty: 5307.615234
	Iteration 63Q: 3 clusters Score -8085361 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -8085506.500000 Penalty: 5307.615234
	Iteration 64Q: 3 clusters Score -8085506 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -8085567.000000 Penalty: 5307.615234
	Iteration 65Q: 3 clusters Score -8085567 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -8085680.500000 Penalty: 5307.615234
	Iteration 66Q: 3 clusters Score -8085680 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40150 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -8085759.000000 Penalty: 5307.615234
	Iteration 67Q: 3 clusters Score -8085759 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -8085812.000000 Penalty: 5307.615234
	Iteration 68Q: 3 clusters Score -8085812 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -8085863.500000 Penalty: 5307.615234
	Iteration 69Q: 3 clusters Score -8085864 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -8085906.000000 Penalty: 5307.615234
	Iteration 70Q: 3 clusters Score -8085906 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -8085963.500000 Penalty: 5307.615234
	Iteration 71Q: 3 clusters Score -8085964 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -8085995.000000 Penalty: 5307.615234
	Iteration 72Q: 3 clusters Score -8085995 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41302 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -8086041.000000 Penalty: 5307.615234
	Iteration 73Q: 3 clusters Score -8086041 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -8086081.500000 Penalty: 5307.615234
	Iteration 74Q: 3 clusters Score -8086082 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41527 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -8086092.500000 Penalty: 5307.615234
	Iteration 75Q: 3 clusters Score -8086092 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -8086096.000000 Penalty: 5307.615234
	Iteration 76Q: 3 clusters Score -8086096 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -8086121.000000 Penalty: 5307.615234
	Iteration 77Q: 3 clusters Score -8086121 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -8086127.000000 Penalty: 5307.615234
	Iteration 78Q: 3 clusters Score -8086127 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -8086130.000000 Penalty: 5307.615234
	Iteration 79Q: 3 clusters Score -8086130 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -8086148.500000 Penalty: 5307.615234
	Iteration 80F: 3 clusters Score -8086148 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -8086155.500000 Penalty: 5307.615234
	Iteration 81Q: 3 clusters Score -8086156 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -8086173.500000 Penalty: 5307.615234
	Iteration 82Q: 3 clusters Score -8086174 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -8086173.500000 Penalty: 5307.615234
	Iteration 83Q: 3 clusters Score -8086174 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42087 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -8086179.000000 Penalty: 5307.615234
	Iteration 84Q: 3 clusters Score -8086179 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42147 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -8086197.500000 Penalty: 5307.615234
	Iteration 85Q: 3 clusters Score -8086198 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -8086220.500000 Penalty: 5307.615234
	Iteration 86Q: 3 clusters Score -8086220 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42235 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -8086216.500000 Penalty: 5307.615234
	Iteration 87Q: 3 clusters Score -8086216 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42268 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -8086215.500000 Penalty: 5307.615234
	Iteration 88Q: 3 clusters Score -8086216 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42303 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -8086220.500000 Penalty: 5307.615234
	Iteration 89Q: 3 clusters Score -8086220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42335 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -8086215.500000 Penalty: 5307.615234
	Iteration 90Q: 3 clusters Score -8086216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -8086225.000000 Penalty: 5307.615234
	Iteration 91Q: 3 clusters Score -8086225 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -8086222.000000 Penalty: 5307.615234
	Iteration 92Q: 3 clusters Score -8086222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42390 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -8086229.500000 Penalty: 5307.615234
	Iteration 93Q: 3 clusters Score -8086230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -8086231.500000 Penalty: 5307.615234
	Iteration 94Q: 3 clusters Score -8086232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -8086237.500000 Penalty: 5307.615234
	Iteration 95Q: 3 clusters Score -8086238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -8086250.000000 Penalty: 5307.615234
	Iteration 96Q: 3 clusters Score -8086250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -8086253.000000 Penalty: 5307.615234
	Iteration 97Q: 3 clusters Score -8086253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -8086255.000000 Penalty: 5307.615234
	Iteration 98Q: 3 clusters Score -8086255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -8086261.000000 Penalty: 5307.615234
	Iteration 99Q: 3 clusters Score -8086261 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -8086267.000000 Penalty: 5307.615234
	Iteration 100F: 3 clusters Score -8086267 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42498 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -8086265.500000 Penalty: 5307.615234
	Iteration 101Q: 3 clusters Score -8086266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -8086263.000000 Penalty: 5307.615234
	Iteration 102Q: 3 clusters Score -8086263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -8086260.000000 Penalty: 5307.615234
	Iteration 103Q: 3 clusters Score -8086260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42540 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -8086265.500000 Penalty: 5307.615234
	Iteration 104Q: 3 clusters Score -8086266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42546 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -8086259.500000 Penalty: 5307.615234
	Iteration 105Q: 3 clusters Score -8086260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42556 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -8086262.500000 Penalty: 5307.615234
	Iteration 106Q: 3 clusters Score -8086262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -8086259.000000 Penalty: 5307.615234
	Iteration 107Q: 3 clusters Score -8086259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -8086257.000000 Penalty: 5307.615234
	Iteration 108Q: 3 clusters Score -8086257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42574 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -8086253.500000 Penalty: 5307.615234
	Iteration 109Q: 3 clusters Score -8086254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42582 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -8086252.000000 Penalty: 5307.615234
	Iteration 110Q: 3 clusters Score -8086252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42591 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -8086255.500000 Penalty: 5307.615234
	Iteration 111Q: 3 clusters Score -8086256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -8086264.000000 Penalty: 5307.615234
	Iteration 112Q: 3 clusters Score -8086264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42605 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -8086261.500000 Penalty: 5307.615234
	Iteration 113Q: 3 clusters Score -8086262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42608 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -8086252.500000 Penalty: 5307.615234
	Iteration 114Q: 3 clusters Score -8086252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -8086258.000000 Penalty: 5307.615234
	Iteration 115Q: 3 clusters Score -8086258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42618 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -8086254.500000 Penalty: 5307.615234
	Iteration 116Q: 3 clusters Score -8086254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -8086258.000000 Penalty: 5307.615234
	Iteration 117Q: 3 clusters Score -8086258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42626 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -8086252.500000 Penalty: 5307.615234
	Iteration 118Q: 3 clusters Score -8086252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -8086249.500000 Penalty: 5307.615234
	Iteration 119Q: 3 clusters Score -8086250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -8086249.000000 Penalty: 5307.615234
	Iteration 120F: 3 clusters Score -8086249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -8086254.000000 Penalty: 5307.615234
	Iteration 121Q: 3 clusters Score -8086254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -8086264.000000 Penalty: 5307.615234
	Iteration 122Q: 3 clusters Score -8086264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42660 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -8086274.000000 Penalty: 5307.615234
	Iteration 123Q: 3 clusters Score -8086274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42663 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -8086267.000000 Penalty: 5307.615234
	Iteration 124Q: 3 clusters Score -8086267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -8086266.500000 Penalty: 5307.615234
	Iteration 125Q: 3 clusters Score -8086266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42665 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -8086266.000000 Penalty: 5307.615234
	Iteration 126Q: 3 clusters Score -8086266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -8086265.000000 Penalty: 5307.615234
	Iteration 127Q: 3 clusters Score -8086265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -8086265.000000 Penalty: 5307.615234
	Iteration 128F: 3 clusters Score -8086265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Entering Unmasked Estep 
Score: -173736.296875 Penalty: 1737.885010
	Iteration 0F: 2 clusters Score -173736.3 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 557 members 
Entering Unmasked Estep 
Score: -171769.453125 Penalty: 3475.770020
	Iteration 0F: 3 clusters Score -171769.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -172269.546875 Penalty: 3475.770020
	Iteration 1F: 3 clusters Score -172269.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -172454.187500 Penalty: 3475.770020
	Iteration 2F: 3 clusters Score -172454.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -172553.093750 Penalty: 3475.770020
	Iteration 3F: 3 clusters Score -172553.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -172637.906250 Penalty: 3475.770020
	Iteration 4Q: 3 clusters Score -172637.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -172674.734375 Penalty: 3475.770020
	Iteration 5Q: 3 clusters Score -172674.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -172685.593750 Penalty: 3475.770020
	Iteration 6Q: 3 clusters Score -172685.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -172690.953125 Penalty: 3475.770020
	Iteration 7Q: 3 clusters Score -172691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -172700.531250 Penalty: 3475.770020
	Iteration 8Q: 3 clusters Score -172700.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -172705.640625 Penalty: 3475.770020
	Iteration 9Q: 3 clusters Score -172705.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -172707.453125 Penalty: 3475.770020
	Iteration 10Q: 3 clusters Score -172707.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -172707.781250 Penalty: 3475.770020
	Iteration 11Q: 3 clusters Score -172707.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -172707.781250 Penalty: 3475.770020
	Iteration 12F: 3 clusters Score -172707.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47940 members 
Entering Unmasked Estep 
Score: -8854849.000000 Penalty: 2672.870850
	Iteration 0F: 2 clusters Score -8854849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -8825315.000000 Penalty: 5345.741699
	Iteration 0F: 3 clusters Score -8825315 nChanged 22138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -8837712.000000 Penalty: 5345.741699
	Iteration 1F: 3 clusters Score -8837712 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 25359 members 
Entering Unmasked Estep 
Score: -8838253.000000 Penalty: 5345.741699
	Iteration 2Q: 3 clusters Score -8838253 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -8838804.000000 Penalty: 5345.741699
	Iteration 3Q: 3 clusters Score -8838804 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -8839474.000000 Penalty: 5345.741699
	Iteration 4Q: 3 clusters Score -8839474 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -8840293.000000 Penalty: 5345.741699
	Iteration 5Q: 3 clusters Score -8840293 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16707 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -8841500.000000 Penalty: 5345.741699
	Iteration 6F: 3 clusters Score -8841500 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -8843258.000000 Penalty: 5345.741699
	Iteration 7F: 3 clusters Score -8843258 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -8845676.000000 Penalty: 5345.741699
	Iteration 8F: 3 clusters Score -8845676 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 40578 members 
Entering Unmasked Estep 
Score: -8848607.000000 Penalty: 5345.741699
	Iteration 9F: 3 clusters Score -8848607 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -8850887.000000 Penalty: 5345.741699
	Iteration 10F: 3 clusters Score -8850887 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 45850 members 
Entering Unmasked Estep 
Score: -8851881.000000 Penalty: 5345.741699
	Iteration 11Q: 3 clusters Score -8851881 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 47032 members 
Entering Unmasked Estep 
Score: -8852254.000000 Penalty: 5345.741699
	Iteration 12Q: 3 clusters Score -8852254 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -8852440.000000 Penalty: 5345.741699
	Iteration 13Q: 3 clusters Score -8852440 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 47639 members 
Entering Unmasked Estep 
Score: -8852459.000000 Penalty: 5345.741699
	Iteration 14Q: 3 clusters Score -8852459 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 47689 members 
Entering Unmasked Estep 
Score: -8852499.000000 Penalty: 5345.741699
	Iteration 15Q: 3 clusters Score -8852499 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -8852515.000000 Penalty: 5345.741699
	Iteration 16Q: 3 clusters Score -8852515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 47727 members 
Entering Unmasked Estep 
Score: -8852521.000000 Penalty: 5345.741699
	Iteration 17Q: 3 clusters Score -8852521 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 47729 members 
Entering Unmasked Estep 
Score: -8852529.000000 Penalty: 5345.741699
	Iteration 18Q: 3 clusters Score -8852529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 47729 members 
Entering Unmasked Estep 
Score: -8852541.000000 Penalty: 5345.741699
	Iteration 19Q: 3 clusters Score -8852541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 47733 members 
Entering Unmasked Estep 
Score: -8852546.000000 Penalty: 5345.741699
	Iteration 20F: 3 clusters Score -8852546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 47737 members 
Entering Unmasked Estep 
Score: -8852545.000000 Penalty: 5345.741699
	Iteration 21Q: 3 clusters Score -8852545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 47743 members 
Entering Unmasked Estep 
Score: -8852560.000000 Penalty: 5345.741699
	Iteration 22Q: 3 clusters Score -8852560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 47743 members 
Entering Unmasked Estep 
Score: -8852563.000000 Penalty: 5345.741699
	Iteration 23Q: 3 clusters Score -8852563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 47743 members 
Entering Unmasked Estep 
Score: -8852563.000000 Penalty: 5345.741699
	Iteration 24F: 3 clusters Score -8852563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -15706.192383 Penalty: 1338.744385
	Iteration 0F: 2 clusters Score -15706.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -14598.587891 Penalty: 2677.488770
	Iteration 0F: 3 clusters Score -14598.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14710.988281 Penalty: 2677.488770
	Iteration 1F: 3 clusters Score -14710.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14763.593750 Penalty: 2677.488770
	Iteration 2Q: 3 clusters Score -14763.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14801.541016 Penalty: 2677.488770
	Iteration 3Q: 3 clusters Score -14801.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -14829.404297 Penalty: 2677.488770
	Iteration 4Q: 3 clusters Score -14829.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -14831.334961 Penalty: 2677.488770
	Iteration 5Q: 3 clusters Score -14831.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14832.858398 Penalty: 2677.488770
	Iteration 6Q: 3 clusters Score -14832.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -14832.858398 Penalty: 2677.488770
	Iteration 7F: 3 clusters Score -14832.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Entering Unmasked Estep 
Score: -119933.398438 Penalty: 1625.728516
	Iteration 0F: 2 clusters Score -119933.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -118250.023438 Penalty: 3251.457031
	Iteration 0F: 3 clusters Score -118250 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -118528.734375 Penalty: 3251.457031
	Iteration 1F: 3 clusters Score -118528.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -118642.617188 Penalty: 3251.457031
	Iteration 2F: 3 clusters Score -118642.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -118797.992188 Penalty: 3251.457031
	Iteration 3F: 3 clusters Score -118798 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -118969.687500 Penalty: 3251.457031
	Iteration 4Q: 3 clusters Score -118969.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -119028.875000 Penalty: 3251.457031
	Iteration 5Q: 3 clusters Score -119028.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -119064.453125 Penalty: 3251.457031
	Iteration 6Q: 3 clusters Score -119064.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -119085.148438 Penalty: 3251.457031
	Iteration 7Q: 3 clusters Score -119085.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -119092.929688 Penalty: 3251.457031
	Iteration 8Q: 3 clusters Score -119092.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -119110.492188 Penalty: 3251.457031
	Iteration 9Q: 3 clusters Score -119110.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -119125.734375 Penalty: 3251.457031
	Iteration 10Q: 3 clusters Score -119125.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -119139.773438 Penalty: 3251.457031
	Iteration 11Q: 3 clusters Score -119139.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -119154.398438 Penalty: 3251.457031
	Iteration 12Q: 3 clusters Score -119154.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -119179.796875 Penalty: 3251.457031
	Iteration 13Q: 3 clusters Score -119179.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -119199.062500 Penalty: 3251.457031
	Iteration 14Q: 3 clusters Score -119199.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -119202.992188 Penalty: 3251.457031
	Iteration 15Q: 3 clusters Score -119203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -119203.953125 Penalty: 3251.457031
	Iteration 16Q: 3 clusters Score -119204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -119207.382812 Penalty: 3251.457031
	Iteration 17Q: 3 clusters Score -119207.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -119222.648438 Penalty: 3251.457031
	Iteration 18Q: 3 clusters Score -119222.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -119230.906250 Penalty: 3251.457031
	Iteration 19Q: 3 clusters Score -119230.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -119246.554688 Penalty: 3251.457031
	Iteration 20F: 3 clusters Score -119246.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -119275.484375 Penalty: 3251.457031
	Iteration 21Q: 3 clusters Score -119275.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -119285.882812 Penalty: 3251.457031
	Iteration 22Q: 3 clusters Score -119285.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -119298.437500 Penalty: 3251.457031
	Iteration 23Q: 3 clusters Score -119298.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -119314.054688 Penalty: 3251.457031
	Iteration 24Q: 3 clusters Score -119314.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -119323.898438 Penalty: 3251.457031
	Iteration 25Q: 3 clusters Score -119323.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -119336.914062 Penalty: 3251.457031
	Iteration 26Q: 3 clusters Score -119336.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -119352.007812 Penalty: 3251.457031
	Iteration 27Q: 3 clusters Score -119352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -119364.843750 Penalty: 3251.457031
	Iteration 28Q: 3 clusters Score -119364.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -119370.429688 Penalty: 3251.457031
	Iteration 29Q: 3 clusters Score -119370.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -119374.085938 Penalty: 3251.457031
	Iteration 30Q: 3 clusters Score -119374.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -119374.085938 Penalty: 3251.457031
	Iteration 31F: 3 clusters Score -119374.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43001 members 
Entering Unmasked Estep 
Score: -7849669.000000 Penalty: 2645.906738
	Iteration 0F: 2 clusters Score -7849669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -7821077.000000 Penalty: 5291.813477
	Iteration 0F: 3 clusters Score -7821077 nChanged 19769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -7831973.500000 Penalty: 5291.813477
	Iteration 1F: 3 clusters Score -7831974 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -7832699.000000 Penalty: 5291.813477
	Iteration 2Q: 3 clusters Score -7832699 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -7833582.500000 Penalty: 5291.813477
	Iteration 3Q: 3 clusters Score -7833582 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -7835103.500000 Penalty: 5291.813477
	Iteration 4F: 3 clusters Score -7835104 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -7837477.500000 Penalty: 5291.813477
	Iteration 5F: 3 clusters Score -7837478 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -7840731.500000 Penalty: 5291.813477
	Iteration 6F: 3 clusters Score -7840732 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 34004 members 
Entering Unmasked Estep 
Score: -7844102.000000 Penalty: 5291.813477
	Iteration 7F: 3 clusters Score -7844102 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -7846583.500000 Penalty: 5291.813477
	Iteration 8F: 3 clusters Score -7846584 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 36698 members 
Entering Unmasked Estep 
Score: -7848180.000000 Penalty: 5291.813477
	Iteration 9Q: 3 clusters Score -7848180 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -7848926.000000 Penalty: 5291.813477
	Iteration 10Q: 3 clusters Score -7848926 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 37246 members 
Entering Unmasked Estep 
Score: -7849303.000000 Penalty: 5291.813477
	Iteration 11Q: 3 clusters Score -7849303 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -7849501.000000 Penalty: 5291.813477
	Iteration 12Q: 3 clusters Score -7849501 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 37453 members 
Entering Unmasked Estep 
Score: -7849660.500000 Penalty: 5291.813477
	Iteration 13Q: 3 clusters Score -7849660 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -7849753.000000 Penalty: 5291.813477
	Iteration 14Q: 3 clusters Score -7849753 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -7849824.000000 Penalty: 5291.813477
	Iteration 15Q: 3 clusters Score -7849824 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -7849854.500000 Penalty: 5291.813477
	Iteration 16Q: 3 clusters Score -7849854 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 37583 members 
Entering Unmasked Estep 
Score: -7849880.500000 Penalty: 5291.813477
	Iteration 17Q: 3 clusters Score -7849880 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 37607 members 
Entering Unmasked Estep 
Score: -7849894.000000 Penalty: 5291.813477
	Iteration 18Q: 3 clusters Score -7849894 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -7849890.000000 Penalty: 5291.813477
	Iteration 19Q: 3 clusters Score -7849890 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 37641 members 
Entering Unmasked Estep 
Score: -7849901.000000 Penalty: 5291.813477
	Iteration 20F: 3 clusters Score -7849901 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 37654 members 
Entering Unmasked Estep 
Score: -7849907.500000 Penalty: 5291.813477
	Iteration 21Q: 3 clusters Score -7849908 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 37670 members 
Entering Unmasked Estep 
Score: -7849907.000000 Penalty: 5291.813477
	Iteration 22Q: 3 clusters Score -7849907 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -7849907.000000 Penalty: 5291.813477
	Iteration 23Q: 3 clusters Score -7849907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -7849900.000000 Penalty: 5291.813477
	Iteration 24Q: 3 clusters Score -7849900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -7849903.500000 Penalty: 5291.813477
	Iteration 25Q: 3 clusters Score -7849904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 37687 members 
Entering Unmasked Estep 
Score: -7849890.500000 Penalty: 5291.813477
	Iteration 26Q: 3 clusters Score -7849890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -7849889.000000 Penalty: 5291.813477
	Iteration 27Q: 3 clusters Score -7849889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -7849888.000000 Penalty: 5291.813477
	Iteration 28Q: 3 clusters Score -7849888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 37679 members 
Entering Unmasked Estep 
Score: -7849894.500000 Penalty: 5291.813477
	Iteration 29Q: 3 clusters Score -7849894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -7849893.000000 Penalty: 5291.813477
	Iteration 30Q: 3 clusters Score -7849893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 37679 members 
Entering Unmasked Estep 
Score: -7849889.000000 Penalty: 5291.813477
	Iteration 31Q: 3 clusters Score -7849889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -7849887.000000 Penalty: 5291.813477
	Iteration 32Q: 3 clusters Score -7849887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 37679 members 
Entering Unmasked Estep 
Score: -7849885.500000 Penalty: 5291.813477
	Iteration 33Q: 3 clusters Score -7849886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -7849885.500000 Penalty: 5291.813477
	Iteration 34Q: 3 clusters Score -7849886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 37679 members 
Entering Unmasked Estep 
Score: -7849884.000000 Penalty: 5291.813477
	Iteration 35Q: 3 clusters Score -7849884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 37679 members 
Entering Unmasked Estep 
Score: -7849884.000000 Penalty: 5291.813477
	Iteration 36F: 3 clusters Score -7849884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 41645 members 
Mstep: Class 3 contains 44780 members 
Mstep: Class 4 contains 46742 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24798 members 
Mstep: Class 7 contains 49840 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46879 members 
Mstep: Class 10 contains 43065 members 
Mstep: Class 11 contains 46763 members 
Mstep: Class 12 contains 1303 members 
Mstep: Class 13 contains 39794 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1246 members 
Mstep: Class 16 contains 44393 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47940 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 5322 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50327 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 37679 members 
Entering Unmasked Estep 
Score: -111240848.000000 Penalty: 82671.179688
Splitting cluster 21 changes total score from -111241008.000000 to -111240848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -102341.140625 Penalty: 1640.119263
	Iteration 0F: 2 clusters Score -102341.1 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 371 members 
Entering Unmasked Estep 
Score: -100700.328125 Penalty: 3280.238525
	Iteration 0F: 3 clusters Score -100700.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -101226.765625 Penalty: 3280.238525
	Iteration 1F: 3 clusters Score -101226.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -101542.812500 Penalty: 3280.238525
	Iteration 2F: 3 clusters Score -101542.8 nChanged 54
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: -101792.679688 Penalty: 3280.238525
	Iteration 3F: 3 clusters Score -101792.7 nChanged 46
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: -102002.718750 Penalty: 3280.238525
	Iteration 4F: 3 clusters Score -102002.7 nChanged 44
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: -102160.015625 Penalty: 3280.238525
	Iteration 5F: 3 clusters Score -102160 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -102260.734375 Penalty: 3280.238525
	Iteration 6Q: 3 clusters Score -102260.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -102354.570312 Penalty: 3280.238525
	Iteration 7Q: 3 clusters Score -102354.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -102420.140625 Penalty: 3280.238525
	Iteration 8Q: 3 clusters Score -102420.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -102453.859375 Penalty: 3280.238525
	Iteration 9Q: 3 clusters Score -102453.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -102468.445312 Penalty: 3280.238525
	Iteration 10Q: 3 clusters Score -102468.4 nChanged 2
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: -102476.625000 Penalty: 3280.238525
	Iteration 11Q: 3 clusters Score -102476.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -102485.406250 Penalty: 3280.238525
	Iteration 12Q: 3 clusters Score -102485.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -102489.812500 Penalty: 3280.238525
	Iteration 13Q: 3 clusters Score -102489.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -102503.046875 Penalty: 3280.238525
	Iteration 14Q: 3 clusters Score -102503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -102533.851562 Penalty: 3280.238525
	Iteration 15Q: 3 clusters Score -102533.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -102539.359375 Penalty: 3280.238525
	Iteration 16Q: 3 clusters Score -102539.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -102539.359375 Penalty: 3280.238525
	Iteration 17F: 3 clusters Score -102539.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 41645 members 
Mstep: Class 3 contains 44780 members 
Mstep: Class 4 contains 46742 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24798 members 
Mstep: Class 7 contains 49840 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46879 members 
Mstep: Class 10 contains 43065 members 
Mstep: Class 11 contains 46763 members 
Mstep: Class 12 contains 1303 members 
Mstep: Class 13 contains 39794 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1246 members 
Mstep: Class 16 contains 44393 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47940 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43001 members 
Mstep: Class 22 contains 314 members 
Mstep: Class 23 contains 50327 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 431 members 
Entering Unmasked Estep 
Score: -111239784.000000 Penalty: 82671.179688
Splitting cluster 22 changes total score from -111241008.000000 to -111239784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (50327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50327 members 
Entering Unmasked Estep 
Score: -9253778.000000 Penalty: 2684.921631
	Iteration 0F: 2 clusters Score -9253778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -9223296.000000 Penalty: 5369.843262
	Iteration 0F: 3 clusters Score -9223296 nChanged 23201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -9236205.000000 Penalty: 5369.843262
	Iteration 1F: 3 clusters Score -9236205 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -9236804.000000 Penalty: 5369.843262
	Iteration 2Q: 3 clusters Score -9236804 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -9237491.000000 Penalty: 5369.843262
	Iteration 3Q: 3 clusters Score -9237491 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -9238230.000000 Penalty: 5369.843262
	Iteration 4Q: 3 clusters Score -9238230 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -9239215.000000 Penalty: 5369.843262
	Iteration 5Q: 3 clusters Score -9239215 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -9240640.000000 Penalty: 5369.843262
	Iteration 6F: 3 clusters Score -9240640 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36507 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -9242662.000000 Penalty: 5369.843262
	Iteration 7F: 3 clusters Score -9242662 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39998 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -9245227.000000 Penalty: 5369.843262
	Iteration 8F: 3 clusters Score -9245227 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -9247946.000000 Penalty: 5369.843262
	Iteration 9F: 3 clusters Score -9247946 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46636 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -9249825.000000 Penalty: 5369.843262
	Iteration 10F: 3 clusters Score -9249825 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48633 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -9250834.000000 Penalty: 5369.843262
	Iteration 11Q: 3 clusters Score -9250834 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49549 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -9251134.000000 Penalty: 5369.843262
	Iteration 12Q: 3 clusters Score -9251134 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49868 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -9251306.000000 Penalty: 5369.843262
	Iteration 13Q: 3 clusters Score -9251306 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49999 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -9251419.000000 Penalty: 5369.843262
	Iteration 14Q: 3 clusters Score -9251419 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50036 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -9251464.000000 Penalty: 5369.843262
	Iteration 15Q: 3 clusters Score -9251464 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50059 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -9251519.000000 Penalty: 5369.843262
	Iteration 16Q: 3 clusters Score -9251519 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50070 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -9251540.000000 Penalty: 5369.843262
	Iteration 17Q: 3 clusters Score -9251540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50078 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -9251553.000000 Penalty: 5369.843262
	Iteration 18Q: 3 clusters Score -9251553 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50082 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -9251563.000000 Penalty: 5369.843262
	Iteration 19Q: 3 clusters Score -9251563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50085 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -9251577.000000 Penalty: 5369.843262
	Iteration 20F: 3 clusters Score -9251577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50088 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -9251574.000000 Penalty: 5369.843262
	Iteration 21Q: 3 clusters Score -9251574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50090 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -9251576.000000 Penalty: 5369.843262
	Iteration 22Q: 3 clusters Score -9251576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50092 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -9251575.000000 Penalty: 5369.843262
	Iteration 23Q: 3 clusters Score -9251575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50092 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -9251581.000000 Penalty: 5369.843262
	Iteration 24Q: 3 clusters Score -9251581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50093 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -9251579.000000 Penalty: 5369.843262
	Iteration 25Q: 3 clusters Score -9251579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50091 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -9251583.000000 Penalty: 5369.843262
	Iteration 26Q: 3 clusters Score -9251583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50091 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -9251583.000000 Penalty: 5369.843262
	Iteration 27F: 3 clusters Score -9251583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -74500.921875 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -74500.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -72936.046875 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -72936.05 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -73252.757812 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -73252.76 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -73379.398438 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -73379.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -73500.953125 Penalty: 3184.317383
	Iteration 3Q: 3 clusters Score -73500.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -73566.640625 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -73566.64 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -73590.781250 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -73590.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -73607.304688 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -73607.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -73612.671875 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -73612.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -73616.718750 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -73616.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -73622.304688 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -73622.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -73623.601562 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -73623.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -73623.601562 Penalty: 3184.317383
	Iteration 11F: 3 clusters Score -73623.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 41645 members 
Mstep: Class 3 contains 44780 members 
Mstep: Class 4 contains 46742 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24798 members 
Mstep: Class 7 contains 49840 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46879 members 
Mstep: Class 10 contains 43065 members 
Mstep: Class 11 contains 46763 members 
Mstep: Class 12 contains 1303 members 
Mstep: Class 13 contains 39794 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1246 members 
Mstep: Class 16 contains 44393 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47940 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43001 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50327 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241336.000000 Penalty: 79364.328125
Iteration 279Q: 25 clusters Score -1.112413e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 41631 members 
Mstep: Class 3 contains 44754 members 
Mstep: Class 4 contains 46741 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24797 members 
Mstep: Class 7 contains 49838 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46898 members 
Mstep: Class 10 contains 43059 members 
Mstep: Class 11 contains 46780 members 
Mstep: Class 12 contains 1302 members 
Mstep: Class 13 contains 39790 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1246 members 
Mstep: Class 16 contains 44400 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47971 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 42982 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50344 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241232.000000 Penalty: 79364.328125
Iteration 280F: 25 clusters Score -1.112412e+08 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 41624 members 
Mstep: Class 3 contains 44745 members 
Mstep: Class 4 contains 46733 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24808 members 
Mstep: Class 7 contains 49818 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46928 members 
Mstep: Class 10 contains 43046 members 
Mstep: Class 11 contains 46795 members 
Mstep: Class 12 contains 1303 members 
Mstep: Class 13 contains 39786 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1248 members 
Mstep: Class 16 contains 44413 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47975 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 42989 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50338 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241240.000000 Penalty: 79364.328125
Iteration 281Q: 25 clusters Score -1.112412e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38866 members 
Mstep: Class 2 contains 41629 members 
Mstep: Class 3 contains 44729 members 
Mstep: Class 4 contains 46711 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24810 members 
Mstep: Class 7 contains 49816 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46953 members 
Mstep: Class 10 contains 43045 members 
Mstep: Class 11 contains 46837 members 
Mstep: Class 12 contains 1304 members 
Mstep: Class 13 contains 39783 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1248 members 
Mstep: Class 16 contains 44416 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47998 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 42983 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50310 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241208.000000 Penalty: 79364.328125
Iteration 282Q: 25 clusters Score -1.112412e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 41636 members 
Mstep: Class 3 contains 44707 members 
Mstep: Class 4 contains 46686 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24814 members 
Mstep: Class 7 contains 49827 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46966 members 
Mstep: Class 10 contains 43045 members 
Mstep: Class 11 contains 46871 members 
Mstep: Class 12 contains 1304 members 
Mstep: Class 13 contains 39775 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1248 members 
Mstep: Class 16 contains 44421 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 48016 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 42978 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50306 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241432.000000 Penalty: 79364.328125
Iteration 283Q: 25 clusters Score -1.112414e+08 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 41617 members 
Mstep: Class 3 contains 44708 members 
Mstep: Class 4 contains 46677 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24808 members 
Mstep: Class 7 contains 49847 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46972 members 
Mstep: Class 10 contains 43024 members 
Mstep: Class 11 contains 46909 members 
Mstep: Class 12 contains 1304 members 
Mstep: Class 13 contains 39790 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1248 members 
Mstep: Class 16 contains 44415 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 48022 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 42960 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50311 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241496.000000 Penalty: 79364.328125
Iteration 284Q: 25 clusters Score -1.112415e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38823 members 
Mstep: Class 2 contains 41619 members 
Mstep: Class 3 contains 44699 members 
Mstep: Class 4 contains 46678 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24794 members 
Mstep: Class 7 contains 49868 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46976 members 
Mstep: Class 10 contains 43009 members 
Mstep: Class 11 contains 46935 members 
Mstep: Class 12 contains 1304 members 
Mstep: Class 13 contains 39783 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1248 members 
Mstep: Class 16 contains 44426 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 48039 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 42949 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50289 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241520.000000 Penalty: 79364.328125
Iteration 285Q: 25 clusters Score -1.112415e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 41618 members 
Mstep: Class 3 contains 44693 members 
Mstep: Class 4 contains 46673 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24784 members 
Mstep: Class 7 contains 49879 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46974 members 
Mstep: Class 10 contains 42994 members 
Mstep: Class 11 contains 46961 members 
Mstep: Class 12 contains 1304 members 
Mstep: Class 13 contains 39784 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1247 members 
Mstep: Class 16 contains 44430 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 48051 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 42934 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50286 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241688.000000 Penalty: 79364.328125
Iteration 286Q: 25 clusters Score -1.112417e+08 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 41612 members 
Mstep: Class 3 contains 44677 members 
Mstep: Class 4 contains 46660 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24776 members 
Mstep: Class 7 contains 49891 members 
Mstep: Class 8 contains 2215 members 
Mstep: Class 9 contains 46997 members 
Mstep: Class 10 contains 42980 members 
Mstep: Class 11 contains 46992 members 
Mstep: Class 12 contains 1304 members 
Mstep: Class 13 contains 39794 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1247 members 
Mstep: Class 16 contains 44442 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 48060 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 42937 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50267 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241584.000000 Penalty: 79364.328125
Iteration 287Q: 25 clusters Score -1.112416e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 41593 members 
Mstep: Class 3 contains 44675 members 
Mstep: Class 4 contains 46658 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24768 members 
Mstep: Class 7 contains 49909 members 
Mstep: Class 8 contains 2215 members 
Mstep: Class 9 contains 47013 members 
Mstep: Class 10 contains 42965 members 
Mstep: Class 11 contains 47014 members 
Mstep: Class 12 contains 1303 members 
Mstep: Class 13 contains 39802 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1247 members 
Mstep: Class 16 contains 44432 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 48062 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 42934 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50274 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241664.000000 Penalty: 79364.328125
Iteration 288Q: 25 clusters Score -1.112417e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 41596 members 
Mstep: Class 3 contains 44665 members 
Mstep: Class 4 contains 46666 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24766 members 
Mstep: Class 7 contains 49925 members 
Mstep: Class 8 contains 2215 members 
Mstep: Class 9 contains 47021 members 
Mstep: Class 10 contains 42956 members 
Mstep: Class 11 contains 47016 members 
Mstep: Class 12 contains 1304 members 
Mstep: Class 13 contains 39795 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1247 members 
Mstep: Class 16 contains 44423 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 48078 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 42934 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50272 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241464.000000 Penalty: 79364.328125
Iteration 289Q: 25 clusters Score -1.112415e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38751 members 
Mstep: Class 2 contains 41597 members 
Mstep: Class 3 contains 44667 members 
Mstep: Class 4 contains 46678 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24764 members 
Mstep: Class 7 contains 49919 members 
Mstep: Class 8 contains 2215 members 
Mstep: Class 9 contains 47049 members 
Mstep: Class 10 contains 42929 members 
Mstep: Class 11 contains 47025 members 
Mstep: Class 12 contains 1304 members 
Mstep: Class 13 contains 39794 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1247 members 
Mstep: Class 16 contains 44435 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 48091 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 42937 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50251 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241504.000000 Penalty: 79364.328125
Iteration 290Q: 25 clusters Score -1.112415e+08 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38737 members 
Mstep: Class 2 contains 41588 members 
Mstep: Class 3 contains 44682 members 
Mstep: Class 4 contains 46687 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24759 members 
Mstep: Class 7 contains 49931 members 
Mstep: Class 8 contains 2215 members 
Mstep: Class 9 contains 47044 members 
Mstep: Class 10 contains 42890 members 
Mstep: Class 11 contains 47030 members 
Mstep: Class 12 contains 1304 members 
Mstep: Class 13 contains 39800 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1247 members 
Mstep: Class 16 contains 44446 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 48102 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 42941 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50250 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241520.000000 Penalty: 79364.328125
Iteration 291Q: 25 clusters Score -1.112415e+08 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 41596 members 
Mstep: Class 3 contains 44690 members 
Mstep: Class 4 contains 46699 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24758 members 
Mstep: Class 7 contains 49919 members 
Mstep: Class 8 contains 2215 members 
Mstep: Class 9 contains 47052 members 
Mstep: Class 10 contains 42858 members 
Mstep: Class 11 contains 47036 members 
Mstep: Class 12 contains 1305 members 
Mstep: Class 13 contains 39799 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1247 members 
Mstep: Class 16 contains 44458 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 48114 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 42946 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50244 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241264.000000 Penalty: 79364.328125
Iteration 292Q: 25 clusters Score -1.112413e+08 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 41603 members 
Mstep: Class 3 contains 44695 members 
Mstep: Class 4 contains 46706 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24764 members 
Mstep: Class 7 contains 49909 members 
Mstep: Class 8 contains 2215 members 
Mstep: Class 9 contains 47048 members 
Mstep: Class 10 contains 42822 members 
Mstep: Class 11 contains 47039 members 
Mstep: Class 12 contains 1307 members 
Mstep: Class 13 contains 39798 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1247 members 
Mstep: Class 16 contains 44468 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 48128 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 42954 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50248 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241048.000000 Penalty: 79364.328125
Iteration 293Q: 25 clusters Score -1.11241e+08 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38687 members 
Mstep: Class 2 contains 41605 members 
Mstep: Class 3 contains 44722 members 
Mstep: Class 4 contains 46724 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24772 members 
Mstep: Class 7 contains 49902 members 
Mstep: Class 8 contains 2215 members 
Mstep: Class 9 contains 47034 members 
Mstep: Class 10 contains 42784 members 
Mstep: Class 11 contains 47039 members 
Mstep: Class 12 contains 1308 members 
Mstep: Class 13 contains 39805 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1248 members 
Mstep: Class 16 contains 44469 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 48140 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 42950 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50249 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240936.000000 Penalty: 79364.328125
Iteration 294Q: 25 clusters Score -1.112409e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 41610 members 
Mstep: Class 3 contains 44722 members 
Mstep: Class 4 contains 46732 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24773 members 
Mstep: Class 7 contains 49891 members 
Mstep: Class 8 contains 2215 members 
Mstep: Class 9 contains 47020 members 
Mstep: Class 10 contains 42765 members 
Mstep: Class 11 contains 47039 members 
Mstep: Class 12 contains 1308 members 
Mstep: Class 13 contains 39815 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1248 members 
Mstep: Class 16 contains 44477 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 48154 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 42957 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50254 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241064.000000 Penalty: 79364.328125
Iteration 295Q: 25 clusters Score -1.112411e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 41604 members 
Mstep: Class 3 contains 44724 members 
Mstep: Class 4 contains 46742 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24767 members 
Mstep: Class 7 contains 49883 members 
Mstep: Class 8 contains 2215 members 
Mstep: Class 9 contains 47032 members 
Mstep: Class 10 contains 42745 members 
Mstep: Class 11 contains 47042 members 
Mstep: Class 12 contains 1305 members 
Mstep: Class 13 contains 39819 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1248 members 
Mstep: Class 16 contains 44475 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 48148 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 42958 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50273 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241016.000000 Penalty: 79364.328125
Iteration 296Q: 25 clusters Score -1.11241e+08 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 41587 members 
Mstep: Class 3 contains 44724 members 
Mstep: Class 4 contains 46738 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24762 members 
Mstep: Class 7 contains 49877 members 
Mstep: Class 8 contains 2215 members 
Mstep: Class 9 contains 47041 members 
Mstep: Class 10 contains 42730 members 
Mstep: Class 11 contains 47049 members 
Mstep: Class 12 contains 1304 members 
Mstep: Class 13 contains 39816 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1248 members 
Mstep: Class 16 contains 44482 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 48158 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 42959 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50289 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241096.000000 Penalty: 79364.328125
Iteration 297Q: 25 clusters Score -1.112411e+08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38670 members 
Mstep: Class 2 contains 41585 members 
Mstep: Class 3 contains 44747 members 
Mstep: Class 4 contains 46750 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24762 members 
Mstep: Class 7 contains 49859 members 
Mstep: Class 8 contains 2215 members 
Mstep: Class 9 contains 47045 members 
Mstep: Class 10 contains 42684 members 
Mstep: Class 11 contains 47062 members 
Mstep: Class 12 contains 1305 members 
Mstep: Class 13 contains 39821 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1248 members 
Mstep: Class 16 contains 44490 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 48160 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 42956 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50294 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240856.000000 Penalty: 79364.328125
Iteration 298Q: 25 clusters Score -1.112409e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 41583 members 
Mstep: Class 3 contains 44766 members 
Mstep: Class 4 contains 46775 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24756 members 
Mstep: Class 7 contains 49871 members 
Mstep: Class 8 contains 2215 members 
Mstep: Class 9 contains 47049 members 
Mstep: Class 10 contains 42638 members 
Mstep: Class 11 contains 47069 members 
Mstep: Class 12 contains 1305 members 
Mstep: Class 13 contains 39837 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1248 members 
Mstep: Class 16 contains 44496 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 48143 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 42954 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50301 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240872.000000 Penalty: 79364.328125
Iteration 299Q: 25 clusters Score -1.112409e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 41586 members 
Mstep: Class 3 contains 44750 members 
Mstep: Class 4 contains 46795 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24756 members 
Mstep: Class 7 contains 49878 members 
Mstep: Class 8 contains 2215 members 
Mstep: Class 9 contains 47027 members 
Mstep: Class 10 contains 42619 members 
Mstep: Class 11 contains 47081 members 
Mstep: Class 12 contains 1306 members 
Mstep: Class 13 contains 39852 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1248 members 
Mstep: Class 16 contains 44518 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 48135 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 42960 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50310 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240880.000000 Penalty: 79364.328125
Iteration 300F: 25 clusters Score -1.112409e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 41587 members 
Mstep: Class 3 contains 44764 members 
Mstep: Class 4 contains 46820 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24752 members 
Mstep: Class 7 contains 49888 members 
Mstep: Class 8 contains 2215 members 
Mstep: Class 9 contains 47015 members 
Mstep: Class 10 contains 42584 members 
Mstep: Class 11 contains 47073 members 
Mstep: Class 12 contains 1307 members 
Mstep: Class 13 contains 39867 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1248 members 
Mstep: Class 16 contains 44519 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 48131 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 42965 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50312 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240912.000000 Penalty: 79364.328125
Iteration 301Q: 25 clusters Score -1.112409e+08 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 41601 members 
Mstep: Class 3 contains 44762 members 
Mstep: Class 4 contains 46830 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24752 members 
Mstep: Class 7 contains 49898 members 
Mstep: Class 8 contains 2215 members 
Mstep: Class 9 contains 47008 members 
Mstep: Class 10 contains 42553 members 
Mstep: Class 11 contains 47082 members 
Mstep: Class 12 contains 1308 members 
Mstep: Class 13 contains 39878 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1248 members 
Mstep: Class 16 contains 44532 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 48125 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 42960 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50313 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240968.000000 Penalty: 79364.328125
Iteration 302Q: 25 clusters Score -1.11241e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 41597 members 
Mstep: Class 3 contains 44767 members 
Mstep: Class 4 contains 46837 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24753 members 
Mstep: Class 7 contains 49918 members 
Mstep: Class 8 contains 2215 members 
Mstep: Class 9 contains 47022 members 
Mstep: Class 10 contains 42524 members 
Mstep: Class 11 contains 47088 members 
Mstep: Class 12 contains 1307 members 
Mstep: Class 13 contains 39889 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 44535 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 48117 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 42959 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50304 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240888.000000 Penalty: 79364.328125
Iteration 303Q: 25 clusters Score -1.112409e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 41597 members 
Mstep: Class 3 contains 44768 members 
Mstep: Class 4 contains 46846 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24754 members 
Mstep: Class 7 contains 49932 members 
Mstep: Class 8 contains 2215 members 
Mstep: Class 9 contains 47011 members 
Mstep: Class 10 contains 42498 members 
Mstep: Class 11 contains 47089 members 
Mstep: Class 12 contains 1307 members 
Mstep: Class 13 contains 39910 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1248 members 
Mstep: Class 16 contains 44527 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 48112 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 42961 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50298 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240912.000000 Penalty: 79364.328125
Iteration 304Q: 25 clusters Score -1.112409e+08 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 41607 members 
Mstep: Class 3 contains 44770 members 
Mstep: Class 4 contains 46845 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24758 members 
Mstep: Class 7 contains 49946 members 
Mstep: Class 8 contains 2215 members 
Mstep: Class 9 contains 47024 members 
Mstep: Class 10 contains 42478 members 
Mstep: Class 11 contains 47084 members 
Mstep: Class 12 contains 1306 members 
Mstep: Class 13 contains 39917 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1248 members 
Mstep: Class 16 contains 44529 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 48098 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 42966 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50287 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240904.000000 Penalty: 79364.328125
Iteration 305Q: 25 clusters Score -1.112409e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 41619 members 
Mstep: Class 3 contains 44791 members 
Mstep: Class 4 contains 46844 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24762 members 
Mstep: Class 7 contains 49955 members 
Mstep: Class 8 contains 2215 members 
Mstep: Class 9 contains 47032 members 
Mstep: Class 10 contains 42451 members 
Mstep: Class 11 contains 47075 members 
Mstep: Class 12 contains 1306 members 
Mstep: Class 13 contains 39921 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1248 members 
Mstep: Class 16 contains 44531 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 48073 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 42965 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50281 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240808.000000 Penalty: 79364.328125
Iteration 306Q: 25 clusters Score -1.112408e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 41617 members 
Mstep: Class 3 contains 44790 members 
Mstep: Class 4 contains 46841 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24760 members 
Mstep: Class 7 contains 49964 members 
Mstep: Class 8 contains 2215 members 
Mstep: Class 9 contains 47042 members 
Mstep: Class 10 contains 42434 members 
Mstep: Class 11 contains 47073 members 
Mstep: Class 12 contains 1306 members 
Mstep: Class 13 contains 39934 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1248 members 
Mstep: Class 16 contains 44544 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 48071 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 42965 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50266 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240872.000000 Penalty: 79364.328125
Iteration 307Q: 25 clusters Score -1.112409e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38594 members 
Mstep: Class 2 contains 41623 members 
Mstep: Class 3 contains 44787 members 
Mstep: Class 4 contains 46853 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24763 members 
Mstep: Class 7 contains 49980 members 
Mstep: Class 8 contains 2215 members 
Mstep: Class 9 contains 47035 members 
Mstep: Class 10 contains 42418 members 
Mstep: Class 11 contains 47061 members 
Mstep: Class 12 contains 1307 members 
Mstep: Class 13 contains 39937 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1248 members 
Mstep: Class 16 contains 44547 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 48059 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 42963 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50263 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240888.000000 Penalty: 79364.328125
Iteration 308Q: 25 clusters Score -1.112409e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 41624 members 
Mstep: Class 3 contains 44786 members 
Mstep: Class 4 contains 46854 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24768 members 
Mstep: Class 7 contains 49977 members 
Mstep: Class 8 contains 2215 members 
Mstep: Class 9 contains 47043 members 
Mstep: Class 10 contains 42407 members 
Mstep: Class 11 contains 47047 members 
Mstep: Class 12 contains 1307 members 
Mstep: Class 13 contains 39958 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1248 members 
Mstep: Class 16 contains 44549 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 48038 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 42972 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50259 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241144.000000 Penalty: 79364.328125
Iteration 309Q: 25 clusters Score -1.112411e+08 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38611 members 
Mstep: Class 2 contains 41628 members 
Mstep: Class 3 contains 44780 members 
Mstep: Class 4 contains 46843 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24766 members 
Mstep: Class 7 contains 49993 members 
Mstep: Class 8 contains 2215 members 
Mstep: Class 9 contains 47052 members 
Mstep: Class 10 contains 42395 members 
Mstep: Class 11 contains 47051 members 
Mstep: Class 12 contains 1307 members 
Mstep: Class 13 contains 39970 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 44558 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 48008 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 42974 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50253 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240944.000000 Penalty: 79364.328125
Iteration 310Q: 25 clusters Score -1.112409e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 41627 members 
Mstep: Class 3 contains 44769 members 
Mstep: Class 4 contains 46837 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24757 members 
Mstep: Class 7 contains 49979 members 
Mstep: Class 8 contains 2215 members 
Mstep: Class 9 contains 47056 members 
Mstep: Class 10 contains 42393 members 
Mstep: Class 11 contains 47051 members 
Mstep: Class 12 contains 1307 members 
Mstep: Class 13 contains 39988 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1251 members 
Mstep: Class 16 contains 44553 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 48003 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 42986 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50256 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240968.000000 Penalty: 79364.328125
Iteration 311Q: 25 clusters Score -1.11241e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 41628 members 
Mstep: Class 3 contains 44770 members 
Mstep: Class 4 contains 46837 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24755 members 
Mstep: Class 7 contains 49975 members 
Mstep: Class 8 contains 2215 members 
Mstep: Class 9 contains 47044 members 
Mstep: Class 10 contains 42389 members 
Mstep: Class 11 contains 47051 members 
Mstep: Class 12 contains 1307 members 
Mstep: Class 13 contains 40002 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1252 members 
Mstep: Class 16 contains 44548 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47984 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 42990 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50256 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111240944.000000 Penalty: 79364.328125
Iteration 312Q: 25 clusters Score -1.112409e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 41622 members 
Mstep: Class 3 contains 44759 members 
Mstep: Class 4 contains 46840 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24758 members 
Mstep: Class 7 contains 49994 members 
Mstep: Class 8 contains 2215 members 
Mstep: Class 9 contains 47026 members 
Mstep: Class 10 contains 42388 members 
Mstep: Class 11 contains 47040 members 
Mstep: Class 12 contains 1308 members 
Mstep: Class 13 contains 40018 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1252 members 
Mstep: Class 16 contains 44547 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47983 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 42980 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50256 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241168.000000 Penalty: 79364.328125
Iteration 313Q: 25 clusters Score -1.112412e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 41628 members 
Mstep: Class 3 contains 44749 members 
Mstep: Class 4 contains 46839 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24761 members 
Mstep: Class 7 contains 50000 members 
Mstep: Class 8 contains 2215 members 
Mstep: Class 9 contains 47019 members 
Mstep: Class 10 contains 42389 members 
Mstep: Class 11 contains 47037 members 
Mstep: Class 12 contains 1309 members 
Mstep: Class 13 contains 40025 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1252 members 
Mstep: Class 16 contains 44534 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47976 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 42983 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50263 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241088.000000 Penalty: 79364.328125
Iteration 314Q: 25 clusters Score -1.112411e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 41634 members 
Mstep: Class 3 contains 44741 members 
Mstep: Class 4 contains 46843 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24766 members 
Mstep: Class 7 contains 50008 members 
Mstep: Class 8 contains 2215 members 
Mstep: Class 9 contains 47016 members 
Mstep: Class 10 contains 42387 members 
Mstep: Class 11 contains 47041 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 40024 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1252 members 
Mstep: Class 16 contains 44521 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47953 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 42983 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50262 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241016.000000 Penalty: 79364.328125
Iteration 315Q: 25 clusters Score -1.11241e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38713 members 
Mstep: Class 2 contains 41631 members 
Mstep: Class 3 contains 44742 members 
Mstep: Class 4 contains 46855 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24765 members 
Mstep: Class 7 contains 50019 members 
Mstep: Class 8 contains 2215 members 
Mstep: Class 9 contains 47004 members 
Mstep: Class 10 contains 42375 members 
Mstep: Class 11 contains 47036 members 
Mstep: Class 12 contains 1313 members 
Mstep: Class 13 contains 40033 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1252 members 
Mstep: Class 16 contains 44514 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47928 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 42995 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50263 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241200.000000 Penalty: 79364.328125
Iteration 316Q: 25 clusters Score -1.112412e+08 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38724 members 
Mstep: Class 2 contains 41630 members 
Mstep: Class 3 contains 44734 members 
Mstep: Class 4 contains 46861 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24768 members 
Mstep: Class 7 contains 50026 members 
Mstep: Class 8 contains 2215 members 
Mstep: Class 9 contains 47008 members 
Mstep: Class 10 contains 42373 members 
Mstep: Class 11 contains 47027 members 
Mstep: Class 12 contains 1313 members 
Mstep: Class 13 contains 40056 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1252 members 
Mstep: Class 16 contains 44490 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47909 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 42991 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50276 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241200.000000 Penalty: 79364.328125
Iteration 317Q: 25 clusters Score -1.112412e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38719 members 
Mstep: Class 2 contains 41634 members 
Mstep: Class 3 contains 44735 members 
Mstep: Class 4 contains 46868 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24764 members 
Mstep: Class 7 contains 50023 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 42373 members 
Mstep: Class 11 contains 47037 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 40066 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1252 members 
Mstep: Class 16 contains 44469 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47900 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 43004 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50291 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241120.000000 Penalty: 79364.328125
Iteration 318Q: 25 clusters Score -1.112411e+08 nChanged 420
Entering ConstructFrom: 
Score: -111241120.000000 Penalty: 79364.328125
Entering ConstructFrom: 
Trying to split cluster 1 (38710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38710 members 
Entering Unmasked Estep 
Score: -7024877.000000 Penalty: 2619.835693
	Iteration 0F: 2 clusters Score -7024877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -6998850.500000 Penalty: 5239.671387
	Iteration 0F: 3 clusters Score -6998850 nChanged 17582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -7008634.000000 Penalty: 5239.671387
	Iteration 1F: 3 clusters Score -7008634 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -7009148.000000 Penalty: 5239.671387
	Iteration 2Q: 3 clusters Score -7009148 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -7009681.500000 Penalty: 5239.671387
	Iteration 3Q: 3 clusters Score -7009682 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -7010291.000000 Penalty: 5239.671387
	Iteration 4Q: 3 clusters Score -7010291 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -7011160.000000 Penalty: 5239.671387
	Iteration 5Q: 3 clusters Score -7011160 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -7012544.000000 Penalty: 5239.671387
	Iteration 6F: 3 clusters Score -7012544 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -7014536.000000 Penalty: 5239.671387
	Iteration 7F: 3 clusters Score -7014536 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 32979 members 
Entering Unmasked Estep 
Score: -7017141.000000 Penalty: 5239.671387
	Iteration 8F: 3 clusters Score -7017141 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -7019712.500000 Penalty: 5239.671387
	Iteration 9F: 3 clusters Score -7019712 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -7021323.000000 Penalty: 5239.671387
	Iteration 10Q: 3 clusters Score -7021323 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
Score: -7022013.000000 Penalty: 5239.671387
	Iteration 11Q: 3 clusters Score -7022013 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -7022310.500000 Penalty: 5239.671387
	Iteration 12Q: 3 clusters Score -7022310 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 38388 members 
Entering Unmasked Estep 
Score: -7022399.000000 Penalty: 5239.671387
	Iteration 13Q: 3 clusters Score -7022399 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 38431 members 
Entering Unmasked Estep 
Score: -7022490.000000 Penalty: 5239.671387
	Iteration 14Q: 3 clusters Score -7022490 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 38449 members 
Entering Unmasked Estep 
Score: -7022532.500000 Penalty: 5239.671387
	Iteration 15Q: 3 clusters Score -7022532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -7022546.000000 Penalty: 5239.671387
	Iteration 16Q: 3 clusters Score -7022546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -7022558.500000 Penalty: 5239.671387
	Iteration 17Q: 3 clusters Score -7022558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 38454 members 
Entering Unmasked Estep 
Score: -7022556.000000 Penalty: 5239.671387
	Iteration 18Q: 3 clusters Score -7022556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -7022562.000000 Penalty: 5239.671387
	Iteration 19Q: 3 clusters Score -7022562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 38458 members 
Entering Unmasked Estep 
Score: -7022565.000000 Penalty: 5239.671387
	Iteration 20F: 3 clusters Score -7022565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
Score: -7022566.000000 Penalty: 5239.671387
	Iteration 21Q: 3 clusters Score -7022566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -7022562.500000 Penalty: 5239.671387
	Iteration 22Q: 3 clusters Score -7022562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -7022567.000000 Penalty: 5239.671387
	Iteration 23Q: 3 clusters Score -7022567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -7022567.000000 Penalty: 5239.671387
	Iteration 24F: 3 clusters Score -7022567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41633 members 
Entering Unmasked Estep 
Score: -7639643.000000 Penalty: 2637.888672
	Iteration 0F: 2 clusters Score -7639643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -7611899.000000 Penalty: 5275.777344
	Iteration 0F: 3 clusters Score -7611899 nChanged 18920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -7622336.000000 Penalty: 5275.777344
	Iteration 1F: 3 clusters Score -7622336 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -7622936.500000 Penalty: 5275.777344
	Iteration 2Q: 3 clusters Score -7622936 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -7623568.500000 Penalty: 5275.777344
	Iteration 3Q: 3 clusters Score -7623568 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -7624346.500000 Penalty: 5275.777344
	Iteration 4Q: 3 clusters Score -7624346 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -7625470.000000 Penalty: 5275.777344
	Iteration 5Q: 3 clusters Score -7625470 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -7627036.500000 Penalty: 5275.777344
	Iteration 6F: 3 clusters Score -7627036 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31002 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -7629081.000000 Penalty: 5275.777344
	Iteration 7F: 3 clusters Score -7629081 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -7631214.500000 Penalty: 5275.777344
	Iteration 8F: 3 clusters Score -7631214 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35833 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -7633197.500000 Penalty: 5275.777344
	Iteration 9F: 3 clusters Score -7633198 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -7634738.000000 Penalty: 5275.777344
	Iteration 10Q: 3 clusters Score -7634738 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -7635748.500000 Penalty: 5275.777344
	Iteration 11Q: 3 clusters Score -7635748 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39700 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -7636356.500000 Penalty: 5275.777344
	Iteration 12Q: 3 clusters Score -7636356 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -7636745.000000 Penalty: 5275.777344
	Iteration 13Q: 3 clusters Score -7636745 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40514 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -7636974.000000 Penalty: 5275.777344
	Iteration 14Q: 3 clusters Score -7636974 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -7637104.000000 Penalty: 5275.777344
	Iteration 15Q: 3 clusters Score -7637104 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -7637174.000000 Penalty: 5275.777344
	Iteration 16Q: 3 clusters Score -7637174 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -7637237.500000 Penalty: 5275.777344
	Iteration 17Q: 3 clusters Score -7637238 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -7637278.000000 Penalty: 5275.777344
	Iteration 18Q: 3 clusters Score -7637278 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -7637313.000000 Penalty: 5275.777344
	Iteration 19Q: 3 clusters Score -7637313 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -7637321.500000 Penalty: 5275.777344
	Iteration 20F: 3 clusters Score -7637322 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -7637353.000000 Penalty: 5275.777344
	Iteration 21Q: 3 clusters Score -7637353 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41038 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -7637368.000000 Penalty: 5275.777344
	Iteration 22Q: 3 clusters Score -7637368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -7637387.500000 Penalty: 5275.777344
	Iteration 23Q: 3 clusters Score -7637388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -7637394.500000 Penalty: 5275.777344
	Iteration 24Q: 3 clusters Score -7637394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41080 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -7637403.500000 Penalty: 5275.777344
	Iteration 25Q: 3 clusters Score -7637404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7637403.000000 Penalty: 5275.777344
	Iteration 26Q: 3 clusters Score -7637403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -7637415.500000 Penalty: 5275.777344
	Iteration 27Q: 3 clusters Score -7637416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -7637416.000000 Penalty: 5275.777344
	Iteration 28Q: 3 clusters Score -7637416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7637424.000000 Penalty: 5275.777344
	Iteration 29Q: 3 clusters Score -7637424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -7637421.000000 Penalty: 5275.777344
	Iteration 30Q: 3 clusters Score -7637421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -7637443.000000 Penalty: 5275.777344
	Iteration 31Q: 3 clusters Score -7637443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -7637447.000000 Penalty: 5275.777344
	Iteration 32Q: 3 clusters Score -7637447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -7637447.000000 Penalty: 5275.777344
	Iteration 33Q: 3 clusters Score -7637447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41144 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -7637449.000000 Penalty: 5275.777344
	Iteration 34Q: 3 clusters Score -7637449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41146 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -7637444.000000 Penalty: 5275.777344
	Iteration 35Q: 3 clusters Score -7637444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -7637441.000000 Penalty: 5275.777344
	Iteration 36Q: 3 clusters Score -7637441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41148 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -7637444.000000 Penalty: 5275.777344
	Iteration 37Q: 3 clusters Score -7637444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -7637443.000000 Penalty: 5275.777344
	Iteration 38Q: 3 clusters Score -7637443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -7637454.500000 Penalty: 5275.777344
	Iteration 39Q: 3 clusters Score -7637454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -7637454.500000 Penalty: 5275.777344
	Iteration 40F: 3 clusters Score -7637454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (44718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44718 members 
Entering Unmasked Estep 
Score: -8234746.500000 Penalty: 2655.616699
	Iteration 0F: 2 clusters Score -8234746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -8205565.000000 Penalty: 5311.233398
	Iteration 0F: 3 clusters Score -8205565 nChanged 20733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -8216974.500000 Penalty: 5311.233398
	Iteration 1F: 3 clusters Score -8216974 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -8217478.000000 Penalty: 5311.233398
	Iteration 2Q: 3 clusters Score -8217478 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 18754 members 
Entering Unmasked Estep 
Score: -8218085.500000 Penalty: 5311.233398
	Iteration 3Q: 3 clusters Score -8218086 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -8218913.500000 Penalty: 5311.233398
	Iteration 4Q: 3 clusters Score -8218914 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -8220259.000000 Penalty: 5311.233398
	Iteration 5F: 3 clusters Score -8220259 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -8222438.000000 Penalty: 5311.233398
	Iteration 6F: 3 clusters Score -8222438 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -8225596.000000 Penalty: 5311.233398
	Iteration 7F: 3 clusters Score -8225596 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -8228891.500000 Penalty: 5311.233398
	Iteration 8F: 3 clusters Score -8228892 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42903 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -8231088.000000 Penalty: 5311.233398
	Iteration 9F: 3 clusters Score -8231088 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44048 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -8231986.000000 Penalty: 5311.233398
	Iteration 10Q: 3 clusters Score -8231986 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44386 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -8232226.000000 Penalty: 5311.233398
	Iteration 11Q: 3 clusters Score -8232226 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -8232307.000000 Penalty: 5311.233398
	Iteration 12Q: 3 clusters Score -8232307 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44508 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -8232364.000000 Penalty: 5311.233398
	Iteration 13Q: 3 clusters Score -8232364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44516 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -8232376.500000 Penalty: 5311.233398
	Iteration 14Q: 3 clusters Score -8232376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44521 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8232392.500000 Penalty: 5311.233398
	Iteration 15Q: 3 clusters Score -8232392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -8232403.500000 Penalty: 5311.233398
	Iteration 16Q: 3 clusters Score -8232404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -8232417.000000 Penalty: 5311.233398
	Iteration 17Q: 3 clusters Score -8232417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -8232427.000000 Penalty: 5311.233398
	Iteration 18Q: 3 clusters Score -8232427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -8232431.000000 Penalty: 5311.233398
	Iteration 19Q: 3 clusters Score -8232431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44533 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -8232442.500000 Penalty: 5311.233398
	Iteration 20F: 3 clusters Score -8232442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44533 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -8232438.500000 Penalty: 5311.233398
	Iteration 21Q: 3 clusters Score -8232438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44533 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -8232438.500000 Penalty: 5311.233398
	Iteration 22F: 3 clusters Score -8232438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Entering Unmasked Estep 
Score: -8580971.000000 Penalty: 2667.236084
	Iteration 0F: 2 clusters Score -8580971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -8551111.000000 Penalty: 5334.472168
	Iteration 0F: 3 clusters Score -8551111 nChanged 21618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -8563269.000000 Penalty: 5334.472168
	Iteration 1F: 3 clusters Score -8563269 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -8564068.000000 Penalty: 5334.472168
	Iteration 2Q: 3 clusters Score -8564068 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 24536 members 
Entering Unmasked Estep 
Score: -8565130.000000 Penalty: 5334.472168
	Iteration 3Q: 3 clusters Score -8565130 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -8566481.000000 Penalty: 5334.472168
	Iteration 4Q: 3 clusters Score -8566481 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 25054 members 
Entering Unmasked Estep 
Score: -8568100.000000 Penalty: 5334.472168
	Iteration 5F: 3 clusters Score -8568100 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -8569934.000000 Penalty: 5334.472168
	Iteration 6F: 3 clusters Score -8569934 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21792 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -8571848.000000 Penalty: 5334.472168
	Iteration 7F: 3 clusters Score -8571848 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -8573506.000000 Penalty: 5334.472168
	Iteration 8F: 3 clusters Score -8573506 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -8574572.000000 Penalty: 5334.472168
	Iteration 9Q: 3 clusters Score -8574572 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -8575142.000000 Penalty: 5334.472168
	Iteration 10Q: 3 clusters Score -8575142 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -8575388.000000 Penalty: 5334.472168
	Iteration 11Q: 3 clusters Score -8575388 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -8575506.000000 Penalty: 5334.472168
	Iteration 12Q: 3 clusters Score -8575506 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -8575610.000000 Penalty: 5334.472168
	Iteration 13Q: 3 clusters Score -8575610 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -8575697.000000 Penalty: 5334.472168
	Iteration 14Q: 3 clusters Score -8575697 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 23626 members 
Entering Unmasked Estep 
Score: -8575743.000000 Penalty: 5334.472168
	Iteration 15Q: 3 clusters Score -8575743 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -8575808.000000 Penalty: 5334.472168
	Iteration 16Q: 3 clusters Score -8575808 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -8575871.000000 Penalty: 5334.472168
	Iteration 17Q: 3 clusters Score -8575871 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -8575942.000000 Penalty: 5334.472168
	Iteration 18Q: 3 clusters Score -8575942 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -8576002.000000 Penalty: 5334.472168
	Iteration 19Q: 3 clusters Score -8576002 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -8576024.000000 Penalty: 5334.472168
	Iteration 20F: 3 clusters Score -8576024 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 22167 members 
Entering Unmasked Estep 
Score: -8576098.000000 Penalty: 5334.472168
	Iteration 21Q: 3 clusters Score -8576098 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -8576185.000000 Penalty: 5334.472168
	Iteration 22Q: 3 clusters Score -8576185 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -8576280.000000 Penalty: 5334.472168
	Iteration 23Q: 3 clusters Score -8576280 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -8576358.000000 Penalty: 5334.472168
	Iteration 24Q: 3 clusters Score -8576358 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -8576518.000000 Penalty: 5334.472168
	Iteration 25Q: 3 clusters Score -8576518 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -8576674.000000 Penalty: 5334.472168
	Iteration 26Q: 3 clusters Score -8576674 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -8576795.000000 Penalty: 5334.472168
	Iteration 27Q: 3 clusters Score -8576795 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -8576976.000000 Penalty: 5334.472168
	Iteration 28Q: 3 clusters Score -8576976 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -8577182.000000 Penalty: 5334.472168
	Iteration 29Q: 3 clusters Score -8577182 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29187 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -8577421.000000 Penalty: 5334.472168
	Iteration 30Q: 3 clusters Score -8577421 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -8577658.000000 Penalty: 5334.472168
	Iteration 31Q: 3 clusters Score -8577658 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -8577827.000000 Penalty: 5334.472168
	Iteration 32Q: 3 clusters Score -8577827 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -8578035.000000 Penalty: 5334.472168
	Iteration 33Q: 3 clusters Score -8578035 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -8578199.000000 Penalty: 5334.472168
	Iteration 34Q: 3 clusters Score -8578199 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -8578352.000000 Penalty: 5334.472168
	Iteration 35Q: 3 clusters Score -8578352 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -8578459.000000 Penalty: 5334.472168
	Iteration 36Q: 3 clusters Score -8578459 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -8578639.000000 Penalty: 5334.472168
	Iteration 37Q: 3 clusters Score -8578639 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -8578746.000000 Penalty: 5334.472168
	Iteration 38Q: 3 clusters Score -8578746 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34812 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -8578878.000000 Penalty: 5334.472168
	Iteration 39Q: 3 clusters Score -8578878 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -8579033.000000 Penalty: 5334.472168
	Iteration 40F: 3 clusters Score -8579033 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35909 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -8579130.000000 Penalty: 5334.472168
	Iteration 41Q: 3 clusters Score -8579130 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -8579286.000000 Penalty: 5334.472168
	Iteration 42Q: 3 clusters Score -8579286 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -8579429.000000 Penalty: 5334.472168
	Iteration 43Q: 3 clusters Score -8579429 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -8579537.000000 Penalty: 5334.472168
	Iteration 44Q: 3 clusters Score -8579537 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -8579665.000000 Penalty: 5334.472168
	Iteration 45Q: 3 clusters Score -8579665 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38650 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -8579825.000000 Penalty: 5334.472168
	Iteration 46Q: 3 clusters Score -8579825 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -8579932.000000 Penalty: 5334.472168
	Iteration 47Q: 3 clusters Score -8579932 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -8580054.000000 Penalty: 5334.472168
	Iteration 48Q: 3 clusters Score -8580054 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -8580127.000000 Penalty: 5334.472168
	Iteration 49Q: 3 clusters Score -8580127 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -8580213.000000 Penalty: 5334.472168
	Iteration 50Q: 3 clusters Score -8580213 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -8580281.000000 Penalty: 5334.472168
	Iteration 51Q: 3 clusters Score -8580281 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -8580310.000000 Penalty: 5334.472168
	Iteration 52Q: 3 clusters Score -8580310 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -8580347.000000 Penalty: 5334.472168
	Iteration 53Q: 3 clusters Score -8580347 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -8580326.000000 Penalty: 5334.472168
	Iteration 54Q: 3 clusters Score -8580326 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42054 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -8580337.000000 Penalty: 5334.472168
	Iteration 55Q: 3 clusters Score -8580337 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -8580318.000000 Penalty: 5334.472168
	Iteration 56Q: 3 clusters Score -8580318 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -8580306.000000 Penalty: 5334.472168
	Iteration 57Q: 3 clusters Score -8580306 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42438 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -8580315.000000 Penalty: 5334.472168
	Iteration 58Q: 3 clusters Score -8580315 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42524 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -8580287.000000 Penalty: 5334.472168
	Iteration 59Q: 3 clusters Score -8580287 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -8580298.000000 Penalty: 5334.472168
	Iteration 60F: 3 clusters Score -8580298 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -8580290.000000 Penalty: 5334.472168
	Iteration 61Q: 3 clusters Score -8580290 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42660 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -8580291.000000 Penalty: 5334.472168
	Iteration 62Q: 3 clusters Score -8580291 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42694 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -8580289.000000 Penalty: 5334.472168
	Iteration 63Q: 3 clusters Score -8580289 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -8580292.000000 Penalty: 5334.472168
	Iteration 64Q: 3 clusters Score -8580292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42742 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -8580273.000000 Penalty: 5334.472168
	Iteration 65Q: 3 clusters Score -8580273 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42766 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -8580282.000000 Penalty: 5334.472168
	Iteration 66Q: 3 clusters Score -8580282 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42792 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -8580296.000000 Penalty: 5334.472168
	Iteration 67Q: 3 clusters Score -8580296 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42819 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -8580308.000000 Penalty: 5334.472168
	Iteration 68Q: 3 clusters Score -8580308 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -8580299.000000 Penalty: 5334.472168
	Iteration 69Q: 3 clusters Score -8580299 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -8580304.000000 Penalty: 5334.472168
	Iteration 70Q: 3 clusters Score -8580304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42889 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -8580306.000000 Penalty: 5334.472168
	Iteration 71Q: 3 clusters Score -8580306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42913 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -8580300.000000 Penalty: 5334.472168
	Iteration 72Q: 3 clusters Score -8580300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -8580296.000000 Penalty: 5334.472168
	Iteration 73Q: 3 clusters Score -8580296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -8580288.000000 Penalty: 5334.472168
	Iteration 74Q: 3 clusters Score -8580288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -8580293.000000 Penalty: 5334.472168
	Iteration 75Q: 3 clusters Score -8580293 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42981 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -8580288.000000 Penalty: 5334.472168
	Iteration 76Q: 3 clusters Score -8580288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42997 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -8580290.000000 Penalty: 5334.472168
	Iteration 77Q: 3 clusters Score -8580290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43012 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -8580285.000000 Penalty: 5334.472168
	Iteration 78Q: 3 clusters Score -8580285 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43026 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -8580280.000000 Penalty: 5334.472168
	Iteration 79Q: 3 clusters Score -8580280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43040 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -8580301.000000 Penalty: 5334.472168
	Iteration 80F: 3 clusters Score -8580301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43050 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -8580286.000000 Penalty: 5334.472168
	Iteration 81Q: 3 clusters Score -8580286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43056 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -8580294.000000 Penalty: 5334.472168
	Iteration 82Q: 3 clusters Score -8580294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43061 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -8580296.000000 Penalty: 5334.472168
	Iteration 83Q: 3 clusters Score -8580296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -8580297.000000 Penalty: 5334.472168
	Iteration 84Q: 3 clusters Score -8580297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -8580297.000000 Penalty: 5334.472168
	Iteration 85Q: 3 clusters Score -8580297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -8580298.000000 Penalty: 5334.472168
	Iteration 86Q: 3 clusters Score -8580298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -8580294.000000 Penalty: 5334.472168
	Iteration 87Q: 3 clusters Score -8580294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43094 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -8580294.000000 Penalty: 5334.472168
	Iteration 88Q: 3 clusters Score -8580294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43102 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -8580295.000000 Penalty: 5334.472168
	Iteration 89Q: 3 clusters Score -8580295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -8580286.000000 Penalty: 5334.472168
	Iteration 90Q: 3 clusters Score -8580286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43122 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -8580285.000000 Penalty: 5334.472168
	Iteration 91Q: 3 clusters Score -8580285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -8580286.000000 Penalty: 5334.472168
	Iteration 92Q: 3 clusters Score -8580286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43141 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -8580289.000000 Penalty: 5334.472168
	Iteration 93Q: 3 clusters Score -8580289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43150 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -8580276.000000 Penalty: 5334.472168
	Iteration 94Q: 3 clusters Score -8580276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -8580282.000000 Penalty: 5334.472168
	Iteration 95Q: 3 clusters Score -8580282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -8580286.000000 Penalty: 5334.472168
	Iteration 96Q: 3 clusters Score -8580286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -8580280.000000 Penalty: 5334.472168
	Iteration 97Q: 3 clusters Score -8580280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43195 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -8580276.000000 Penalty: 5334.472168
	Iteration 98Q: 3 clusters Score -8580276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -8580282.000000 Penalty: 5334.472168
	Iteration 99Q: 3 clusters Score -8580282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -8580299.000000 Penalty: 5334.472168
	Iteration 100F: 3 clusters Score -8580299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43238 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -8580293.000000 Penalty: 5334.472168
	Iteration 101Q: 3 clusters Score -8580293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43243 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -8580286.000000 Penalty: 5334.472168
	Iteration 102Q: 3 clusters Score -8580286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43251 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -8580289.000000 Penalty: 5334.472168
	Iteration 103Q: 3 clusters Score -8580289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -8580292.000000 Penalty: 5334.472168
	Iteration 104Q: 3 clusters Score -8580292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43261 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -8580283.000000 Penalty: 5334.472168
	Iteration 105Q: 3 clusters Score -8580283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43268 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -8580280.000000 Penalty: 5334.472168
	Iteration 106Q: 3 clusters Score -8580280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -8580288.000000 Penalty: 5334.472168
	Iteration 107Q: 3 clusters Score -8580288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -8580297.000000 Penalty: 5334.472168
	Iteration 108Q: 3 clusters Score -8580297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -8580283.000000 Penalty: 5334.472168
	Iteration 109Q: 3 clusters Score -8580283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -8580283.000000 Penalty: 5334.472168
	Iteration 110Q: 3 clusters Score -8580283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -8580282.000000 Penalty: 5334.472168
	Iteration 111Q: 3 clusters Score -8580282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -8580275.000000 Penalty: 5334.472168
	Iteration 112Q: 3 clusters Score -8580275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43295 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -8580276.000000 Penalty: 5334.472168
	Iteration 113Q: 3 clusters Score -8580276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43299 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -8580274.000000 Penalty: 5334.472168
	Iteration 114Q: 3 clusters Score -8580274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43301 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -8580276.000000 Penalty: 5334.472168
	Iteration 115Q: 3 clusters Score -8580276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43302 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -8580283.000000 Penalty: 5334.472168
	Iteration 116Q: 3 clusters Score -8580283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43302 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -8580283.000000 Penalty: 5334.472168
	Iteration 117F: 3 clusters Score -8580283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -69592.054688 Penalty: 1501.500977
	Iteration 0F: 2 clusters Score -69592.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -68261.203125 Penalty: 3003.001953
	Iteration 0F: 3 clusters Score -68261.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -68505.820312 Penalty: 3003.001953
	Iteration 1F: 3 clusters Score -68505.82 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -68642.703125 Penalty: 3003.001953
	Iteration 2F: 3 clusters Score -68642.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -68690.773438 Penalty: 3003.001953
	Iteration 3Q: 3 clusters Score -68690.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -68721.273438 Penalty: 3003.001953
	Iteration 4Q: 3 clusters Score -68721.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -68725.648438 Penalty: 3003.001953
	Iteration 5Q: 3 clusters Score -68725.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -68725.648438 Penalty: 3003.001953
	Iteration 6F: 3 clusters Score -68725.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Entering Unmasked Estep 
Score: -4398788.500000 Penalty: 2509.042236
	Iteration 0F: 2 clusters Score -4398788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -4381568.500000 Penalty: 5018.084473
	Iteration 0F: 3 clusters Score -4381568 nChanged 11051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -4387500.000000 Penalty: 5018.084473
	Iteration 1F: 3 clusters Score -4387500 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -4387904.500000 Penalty: 5018.084473
	Iteration 2Q: 3 clusters Score -4387904 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -4388243.000000 Penalty: 5018.084473
	Iteration 3Q: 3 clusters Score -4388243 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -4388522.500000 Penalty: 5018.084473
	Iteration 4Q: 3 clusters Score -4388522 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -4388730.000000 Penalty: 5018.084473
	Iteration 5Q: 3 clusters Score -4388730 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -4388967.500000 Penalty: 5018.084473
	Iteration 6Q: 3 clusters Score -4388968 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -4389159.500000 Penalty: 5018.084473
	Iteration 7Q: 3 clusters Score -4389160 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -4389373.000000 Penalty: 5018.084473
	Iteration 8Q: 3 clusters Score -4389373 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -4389548.500000 Penalty: 5018.084473
	Iteration 9Q: 3 clusters Score -4389548 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -4389713.000000 Penalty: 5018.084473
	Iteration 10Q: 3 clusters Score -4389713 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -4389897.000000 Penalty: 5018.084473
	Iteration 11Q: 3 clusters Score -4389897 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -4390081.500000 Penalty: 5018.084473
	Iteration 12Q: 3 clusters Score -4390082 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -4390283.500000 Penalty: 5018.084473
	Iteration 13Q: 3 clusters Score -4390284 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -4390523.500000 Penalty: 5018.084473
	Iteration 14Q: 3 clusters Score -4390524 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -4390840.500000 Penalty: 5018.084473
	Iteration 15Q: 3 clusters Score -4390840 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -4391175.500000 Penalty: 5018.084473
	Iteration 16Q: 3 clusters Score -4391176 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -4391512.500000 Penalty: 5018.084473
	Iteration 17Q: 3 clusters Score -4391512 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14405 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -4391835.500000 Penalty: 5018.084473
	Iteration 18Q: 3 clusters Score -4391836 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -4392145.500000 Penalty: 5018.084473
	Iteration 19Q: 3 clusters Score -4392146 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -4392397.500000 Penalty: 5018.084473
	Iteration 20F: 3 clusters Score -4392398 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -4392632.500000 Penalty: 5018.084473
	Iteration 21Q: 3 clusters Score -4392632 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -4392855.500000 Penalty: 5018.084473
	Iteration 22Q: 3 clusters Score -4392856 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -4393047.000000 Penalty: 5018.084473
	Iteration 23Q: 3 clusters Score -4393047 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -4393202.500000 Penalty: 5018.084473
	Iteration 24Q: 3 clusters Score -4393202 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -4393346.500000 Penalty: 5018.084473
	Iteration 25Q: 3 clusters Score -4393346 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -4393448.500000 Penalty: 5018.084473
	Iteration 26Q: 3 clusters Score -4393448 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -4393565.000000 Penalty: 5018.084473
	Iteration 27Q: 3 clusters Score -4393565 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -4393649.500000 Penalty: 5018.084473
	Iteration 28Q: 3 clusters Score -4393650 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -4393755.500000 Penalty: 5018.084473
	Iteration 29Q: 3 clusters Score -4393756 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -4393827.500000 Penalty: 5018.084473
	Iteration 30Q: 3 clusters Score -4393828 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -4393957.000000 Penalty: 5018.084473
	Iteration 31Q: 3 clusters Score -4393957 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -4394061.000000 Penalty: 5018.084473
	Iteration 32Q: 3 clusters Score -4394061 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -4394171.000000 Penalty: 5018.084473
	Iteration 33Q: 3 clusters Score -4394171 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -4394271.500000 Penalty: 5018.084473
	Iteration 34Q: 3 clusters Score -4394272 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -4394376.500000 Penalty: 5018.084473
	Iteration 35Q: 3 clusters Score -4394376 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -4394523.500000 Penalty: 5018.084473
	Iteration 36Q: 3 clusters Score -4394524 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -4394713.000000 Penalty: 5018.084473
	Iteration 37Q: 3 clusters Score -4394713 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -4394951.000000 Penalty: 5018.084473
	Iteration 38Q: 3 clusters Score -4394951 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -4395191.000000 Penalty: 5018.084473
	Iteration 39Q: 3 clusters Score -4395191 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -4395445.000000 Penalty: 5018.084473
	Iteration 40F: 3 clusters Score -4395445 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23156 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4395726.500000 Penalty: 5018.084473
	Iteration 41Q: 3 clusters Score -4395726 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -4395946.500000 Penalty: 5018.084473
	Iteration 42Q: 3 clusters Score -4395946 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -4396134.000000 Penalty: 5018.084473
	Iteration 43Q: 3 clusters Score -4396134 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -4396243.500000 Penalty: 5018.084473
	Iteration 44Q: 3 clusters Score -4396244 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -4396329.000000 Penalty: 5018.084473
	Iteration 45Q: 3 clusters Score -4396329 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -4396402.000000 Penalty: 5018.084473
	Iteration 46Q: 3 clusters Score -4396402 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4396449.000000 Penalty: 5018.084473
	Iteration 47Q: 3 clusters Score -4396449 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4396475.000000 Penalty: 5018.084473
	Iteration 48Q: 3 clusters Score -4396475 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -4396514.000000 Penalty: 5018.084473
	Iteration 49Q: 3 clusters Score -4396514 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4396533.000000 Penalty: 5018.084473
	Iteration 50Q: 3 clusters Score -4396533 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4396541.000000 Penalty: 5018.084473
	Iteration 51Q: 3 clusters Score -4396541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4396563.000000 Penalty: 5018.084473
	Iteration 52Q: 3 clusters Score -4396563 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4396568.500000 Penalty: 5018.084473
	Iteration 53Q: 3 clusters Score -4396568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24257 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4396573.000000 Penalty: 5018.084473
	Iteration 54Q: 3 clusters Score -4396573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4396575.500000 Penalty: 5018.084473
	Iteration 55Q: 3 clusters Score -4396576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4396582.000000 Penalty: 5018.084473
	Iteration 56Q: 3 clusters Score -4396582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -4396579.500000 Penalty: 5018.084473
	Iteration 57Q: 3 clusters Score -4396580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4396581.500000 Penalty: 5018.084473
	Iteration 58Q: 3 clusters Score -4396582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4396581.000000 Penalty: 5018.084473
	Iteration 59Q: 3 clusters Score -4396581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -4396579.000000 Penalty: 5018.084473
	Iteration 60F: 3 clusters Score -4396579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4396582.000000 Penalty: 5018.084473
	Iteration 61Q: 3 clusters Score -4396582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4396584.000000 Penalty: 5018.084473
	Iteration 62Q: 3 clusters Score -4396584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -4396582.500000 Penalty: 5018.084473
	Iteration 63Q: 3 clusters Score -4396582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4396586.000000 Penalty: 5018.084473
	Iteration 64Q: 3 clusters Score -4396586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4396586.000000 Penalty: 5018.084473
	Iteration 65F: 3 clusters Score -4396586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (50038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50038 members 
Entering Unmasked Estep 
Score: -9229730.000000 Penalty: 2683.493408
	Iteration 0F: 2 clusters Score -9229730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24936 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -9199686.000000 Penalty: 5366.986816
	Iteration 0F: 3 clusters Score -9199686 nChanged 23020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -9212241.000000 Penalty: 5366.986816
	Iteration 1F: 3 clusters Score -9212241 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -9212915.000000 Penalty: 5366.986816
	Iteration 2Q: 3 clusters Score -9212915 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -9213548.000000 Penalty: 5366.986816
	Iteration 3Q: 3 clusters Score -9213548 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -9214291.000000 Penalty: 5366.986816
	Iteration 4Q: 3 clusters Score -9214291 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -9215390.000000 Penalty: 5366.986816
	Iteration 5Q: 3 clusters Score -9215390 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -9216784.000000 Penalty: 5366.986816
	Iteration 6F: 3 clusters Score -9216784 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -9218922.000000 Penalty: 5366.986816
	Iteration 7F: 3 clusters Score -9218922 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -9221551.000000 Penalty: 5366.986816
	Iteration 8F: 3 clusters Score -9221551 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 42902 members 
Entering Unmasked Estep 
Score: -9224210.000000 Penalty: 5366.986816
	Iteration 9F: 3 clusters Score -9224210 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 45717 members 
Entering Unmasked Estep 
Score: -9225749.000000 Penalty: 5366.986816
	Iteration 10F: 3 clusters Score -9225749 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 47702 members 
Entering Unmasked Estep 
Score: -9226730.000000 Penalty: 5366.986816
	Iteration 11Q: 3 clusters Score -9226730 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 48739 members 
Entering Unmasked Estep 
Score: -9227096.000000 Penalty: 5366.986816
	Iteration 12Q: 3 clusters Score -9227096 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 49201 members 
Entering Unmasked Estep 
Score: -9227252.000000 Penalty: 5366.986816
	Iteration 13Q: 3 clusters Score -9227252 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 49419 members 
Entering Unmasked Estep 
Score: -9227362.000000 Penalty: 5366.986816
	Iteration 14Q: 3 clusters Score -9227362 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 49534 members 
Entering Unmasked Estep 
Score: -9227423.000000 Penalty: 5366.986816
	Iteration 15Q: 3 clusters Score -9227423 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 49602 members 
Entering Unmasked Estep 
Score: -9227466.000000 Penalty: 5366.986816
	Iteration 16Q: 3 clusters Score -9227466 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 49637 members 
Entering Unmasked Estep 
Score: -9227495.000000 Penalty: 5366.986816
	Iteration 17Q: 3 clusters Score -9227495 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 49654 members 
Entering Unmasked Estep 
Score: -9227515.000000 Penalty: 5366.986816
	Iteration 18Q: 3 clusters Score -9227515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 49661 members 
Entering Unmasked Estep 
Score: -9227516.000000 Penalty: 5366.986816
	Iteration 19Q: 3 clusters Score -9227516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 49667 members 
Entering Unmasked Estep 
Score: -9227518.000000 Penalty: 5366.986816
	Iteration 20F: 3 clusters Score -9227518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 49668 members 
Entering Unmasked Estep 
Score: -9227521.000000 Penalty: 5366.986816
	Iteration 21Q: 3 clusters Score -9227521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 49672 members 
Entering Unmasked Estep 
Score: -9227519.000000 Penalty: 5366.986816
	Iteration 22Q: 3 clusters Score -9227519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 49676 members 
Entering Unmasked Estep 
Score: -9227534.000000 Penalty: 5366.986816
	Iteration 23Q: 3 clusters Score -9227534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 49680 members 
Entering Unmasked Estep 
Score: -9227535.000000 Penalty: 5366.986816
	Iteration 24Q: 3 clusters Score -9227535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 49683 members 
Entering Unmasked Estep 
Score: -9227544.000000 Penalty: 5366.986816
	Iteration 25Q: 3 clusters Score -9227544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 49683 members 
Entering Unmasked Estep 
Score: -9227545.000000 Penalty: 5366.986816
	Iteration 26Q: 3 clusters Score -9227545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 49686 members 
Entering Unmasked Estep 
Score: -9227539.000000 Penalty: 5366.986816
	Iteration 27Q: 3 clusters Score -9227539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 49688 members 
Entering Unmasked Estep 
Score: -9227540.000000 Penalty: 5366.986816
	Iteration 28Q: 3 clusters Score -9227540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 49691 members 
Entering Unmasked Estep 
Score: -9227537.000000 Penalty: 5366.986816
	Iteration 29Q: 3 clusters Score -9227537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 49691 members 
Entering Unmasked Estep 
Score: -9227540.000000 Penalty: 5366.986816
	Iteration 30Q: 3 clusters Score -9227540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 49690 members 
Entering Unmasked Estep 
Score: -9227557.000000 Penalty: 5366.986816
	Iteration 31Q: 3 clusters Score -9227557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 49690 members 
Entering Unmasked Estep 
Score: -9227557.000000 Penalty: 5366.986816
	Iteration 32F: 3 clusters Score -9227557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Entering Unmasked Estep 
Score: -374342.656250 Penalty: 1910.233887
	Iteration 0F: 2 clusters Score -374342.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -371700.312500 Penalty: 3820.467773
	Iteration 0F: 3 clusters Score -371700.3 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -372377.687500 Penalty: 3820.467773
	Iteration 1F: 3 clusters Score -372377.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -372600.781250 Penalty: 3820.467773
	Iteration 2F: 3 clusters Score -372600.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -372778.937500 Penalty: 3820.467773
	Iteration 3F: 3 clusters Score -372778.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -372962.343750 Penalty: 3820.467773
	Iteration 4F: 3 clusters Score -372962.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -373149.000000 Penalty: 3820.467773
	Iteration 5Q: 3 clusters Score -373149 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -373345.156250 Penalty: 3820.467773
	Iteration 6Q: 3 clusters Score -373345.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -373511.687500 Penalty: 3820.467773
	Iteration 7Q: 3 clusters Score -373511.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -373630.656250 Penalty: 3820.467773
	Iteration 8Q: 3 clusters Score -373630.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -373702.187500 Penalty: 3820.467773
	Iteration 9Q: 3 clusters Score -373702.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -373749.343750 Penalty: 3820.467773
	Iteration 10Q: 3 clusters Score -373749.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -373769.125000 Penalty: 3820.467773
	Iteration 11Q: 3 clusters Score -373769.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -373806.343750 Penalty: 3820.467773
	Iteration 12Q: 3 clusters Score -373806.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -373821.187500 Penalty: 3820.467773
	Iteration 13Q: 3 clusters Score -373821.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -373911.718750 Penalty: 3820.467773
	Iteration 14Q: 3 clusters Score -373911.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -373971.562500 Penalty: 3820.467773
	Iteration 15Q: 3 clusters Score -373971.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -374113.156250 Penalty: 3820.467773
	Iteration 16Q: 3 clusters Score -374113.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -374211.250000 Penalty: 3820.467773
	Iteration 17Q: 3 clusters Score -374211.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -374258.187500 Penalty: 3820.467773
	Iteration 18Q: 3 clusters Score -374258.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -374281.031250 Penalty: 3820.467773
	Iteration 19Q: 3 clusters Score -374281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -374302.937500 Penalty: 3820.467773
	Iteration 20F: 3 clusters Score -374302.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -374329.625000 Penalty: 3820.467773
	Iteration 21Q: 3 clusters Score -374329.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -374351.000000 Penalty: 3820.467773
	Iteration 22Q: 3 clusters Score -374351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -374365.156250 Penalty: 3820.467773
	Iteration 23Q: 3 clusters Score -374365.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -374378.000000 Penalty: 3820.467773
	Iteration 24Q: 3 clusters Score -374378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -374381.781250 Penalty: 3820.467773
	Iteration 25Q: 3 clusters Score -374381.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -374386.375000 Penalty: 3820.467773
	Iteration 26Q: 3 clusters Score -374386.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -374392.781250 Penalty: 3820.467773
	Iteration 27Q: 3 clusters Score -374392.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -374395.062500 Penalty: 3820.467773
	Iteration 28Q: 3 clusters Score -374395.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -374395.437500 Penalty: 3820.467773
	Iteration 29Q: 3 clusters Score -374395.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -374395.562500 Penalty: 3820.467773
	Iteration 30Q: 3 clusters Score -374395.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -374395.562500 Penalty: 3820.467773
	Iteration 31F: 3 clusters Score -374395.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 41633 members 
Mstep: Class 3 contains 44718 members 
Mstep: Class 4 contains 46863 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24763 members 
Mstep: Class 7 contains 50038 members 
Mstep: Class 8 contains 601 members 
Mstep: Class 9 contains 46981 members 
Mstep: Class 10 contains 42377 members 
Mstep: Class 11 contains 47042 members 
Mstep: Class 12 contains 1310 members 
Mstep: Class 13 contains 40093 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1252 members 
Mstep: Class 16 contains 44465 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47889 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 43012 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50293 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 1613 members 
Entering Unmasked Estep 
Score: -111239784.000000 Penalty: 82671.179688
Splitting cluster 8 changes total score from -111241120.000000 to -111239784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (46981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46981 members 
Entering Unmasked Estep 
Score: -8703020.000000 Penalty: 2667.859619
	Iteration 0F: 2 clusters Score -8703020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -8673557.000000 Penalty: 5335.719238
	Iteration 0F: 3 clusters Score -8673557 nChanged 21753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 23886 members 
Entering Unmasked Estep 
Score: -8685726.000000 Penalty: 5335.719238
	Iteration 1F: 3 clusters Score -8685726 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -8686373.000000 Penalty: 5335.719238
	Iteration 2Q: 3 clusters Score -8686373 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -8686882.000000 Penalty: 5335.719238
	Iteration 3Q: 3 clusters Score -8686882 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -8687523.000000 Penalty: 5335.719238
	Iteration 4Q: 3 clusters Score -8687523 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -8688229.000000 Penalty: 5335.719238
	Iteration 5Q: 3 clusters Score -8688229 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -8689125.000000 Penalty: 5335.719238
	Iteration 6Q: 3 clusters Score -8689125 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 27928 members 
Entering Unmasked Estep 
Score: -8690109.000000 Penalty: 5335.719238
	Iteration 7Q: 3 clusters Score -8690109 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
Score: -8691366.000000 Penalty: 5335.719238
	Iteration 8Q: 3 clusters Score -8691366 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -8692942.000000 Penalty: 5335.719238
	Iteration 9F: 3 clusters Score -8692942 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -8694483.000000 Penalty: 5335.719238
	Iteration 10Q: 3 clusters Score -8694483 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -8695991.000000 Penalty: 5335.719238
	Iteration 11Q: 3 clusters Score -8695991 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
Score: -8697130.000000 Penalty: 5335.719238
	Iteration 12Q: 3 clusters Score -8697130 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -8697813.000000 Penalty: 5335.719238
	Iteration 13Q: 3 clusters Score -8697813 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 37389 members 
Entering Unmasked Estep 
Score: -8698290.000000 Penalty: 5335.719238
	Iteration 14Q: 3 clusters Score -8698290 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 38418 members 
Entering Unmasked Estep 
Score: -8698693.000000 Penalty: 5335.719238
	Iteration 15Q: 3 clusters Score -8698693 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
Score: -8699055.000000 Penalty: 5335.719238
	Iteration 16Q: 3 clusters Score -8699055 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -8699475.000000 Penalty: 5335.719238
	Iteration 17Q: 3 clusters Score -8699475 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 41320 members 
Entering Unmasked Estep 
Score: -8699848.000000 Penalty: 5335.719238
	Iteration 18Q: 3 clusters Score -8699848 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -8700142.000000 Penalty: 5335.719238
	Iteration 19Q: 3 clusters Score -8700142 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 43089 members 
Entering Unmasked Estep 
Score: -8700356.000000 Penalty: 5335.719238
	Iteration 20F: 3 clusters Score -8700356 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 43862 members 
Entering Unmasked Estep 
Score: -8700530.000000 Penalty: 5335.719238
	Iteration 21Q: 3 clusters Score -8700530 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 44520 members 
Entering Unmasked Estep 
Score: -8700667.000000 Penalty: 5335.719238
	Iteration 22Q: 3 clusters Score -8700667 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 45104 members 
Entering Unmasked Estep 
Score: -8700686.000000 Penalty: 5335.719238
	Iteration 23Q: 3 clusters Score -8700686 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 45547 members 
Entering Unmasked Estep 
Score: -8700728.000000 Penalty: 5335.719238
	Iteration 24Q: 3 clusters Score -8700728 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 45880 members 
Entering Unmasked Estep 
Score: -8700766.000000 Penalty: 5335.719238
	Iteration 25Q: 3 clusters Score -8700766 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 46095 members 
Entering Unmasked Estep 
Score: -8700797.000000 Penalty: 5335.719238
	Iteration 26Q: 3 clusters Score -8700797 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 46248 members 
Entering Unmasked Estep 
Score: -8700816.000000 Penalty: 5335.719238
	Iteration 27Q: 3 clusters Score -8700816 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 46356 members 
Entering Unmasked Estep 
Score: -8700856.000000 Penalty: 5335.719238
	Iteration 28Q: 3 clusters Score -8700856 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 46424 members 
Entering Unmasked Estep 
Score: -8700858.000000 Penalty: 5335.719238
	Iteration 29Q: 3 clusters Score -8700858 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 46466 members 
Entering Unmasked Estep 
Score: -8700866.000000 Penalty: 5335.719238
	Iteration 30Q: 3 clusters Score -8700866 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 46506 members 
Entering Unmasked Estep 
Score: -8700885.000000 Penalty: 5335.719238
	Iteration 31Q: 3 clusters Score -8700885 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 46530 members 
Entering Unmasked Estep 
Score: -8700879.000000 Penalty: 5335.719238
	Iteration 32Q: 3 clusters Score -8700879 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 46551 members 
Entering Unmasked Estep 
Score: -8700879.000000 Penalty: 5335.719238
	Iteration 33Q: 3 clusters Score -8700879 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 46564 members 
Entering Unmasked Estep 
Score: -8700889.000000 Penalty: 5335.719238
	Iteration 34Q: 3 clusters Score -8700889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 46576 members 
Entering Unmasked Estep 
Score: -8700886.000000 Penalty: 5335.719238
	Iteration 35Q: 3 clusters Score -8700886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 46581 members 
Entering Unmasked Estep 
Score: -8700889.000000 Penalty: 5335.719238
	Iteration 36Q: 3 clusters Score -8700889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 46587 members 
Entering Unmasked Estep 
Score: -8700896.000000 Penalty: 5335.719238
	Iteration 37Q: 3 clusters Score -8700896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 46591 members 
Entering Unmasked Estep 
Score: -8700907.000000 Penalty: 5335.719238
	Iteration 38Q: 3 clusters Score -8700907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 46591 members 
Entering Unmasked Estep 
Score: -8700909.000000 Penalty: 5335.719238
	Iteration 39Q: 3 clusters Score -8700909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 46592 members 
Entering Unmasked Estep 
Score: -8700910.000000 Penalty: 5335.719238
	Iteration 40F: 3 clusters Score -8700910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 46598 members 
Entering Unmasked Estep 
Score: -8700902.000000 Penalty: 5335.719238
	Iteration 41Q: 3 clusters Score -8700902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 46604 members 
Entering Unmasked Estep 
Score: -8700910.000000 Penalty: 5335.719238
	Iteration 42Q: 3 clusters Score -8700910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 46610 members 
Entering Unmasked Estep 
Score: -8700909.000000 Penalty: 5335.719238
	Iteration 43Q: 3 clusters Score -8700909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -8700918.000000 Penalty: 5335.719238
	Iteration 44Q: 3 clusters Score -8700918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 46617 members 
Entering Unmasked Estep 
Score: -8700917.000000 Penalty: 5335.719238
	Iteration 45Q: 3 clusters Score -8700917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -8700920.000000 Penalty: 5335.719238
	Iteration 46Q: 3 clusters Score -8700920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 46616 members 
Entering Unmasked Estep 
Score: -8700922.000000 Penalty: 5335.719238
	Iteration 47Q: 3 clusters Score -8700922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 46616 members 
Entering Unmasked Estep 
Score: -8700924.000000 Penalty: 5335.719238
	Iteration 48Q: 3 clusters Score -8700924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 46619 members 
Entering Unmasked Estep 
Score: -8700922.000000 Penalty: 5335.719238
	Iteration 49Q: 3 clusters Score -8700922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 46620 members 
Entering Unmasked Estep 
Score: -8700922.000000 Penalty: 5335.719238
	Iteration 50Q: 3 clusters Score -8700922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 46622 members 
Entering Unmasked Estep 
Score: -8700919.000000 Penalty: 5335.719238
	Iteration 51Q: 3 clusters Score -8700919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 46625 members 
Entering Unmasked Estep 
Score: -8700925.000000 Penalty: 5335.719238
	Iteration 52Q: 3 clusters Score -8700925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 46628 members 
Entering Unmasked Estep 
Score: -8700932.000000 Penalty: 5335.719238
	Iteration 53Q: 3 clusters Score -8700932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 46630 members 
Entering Unmasked Estep 
Score: -8700929.000000 Penalty: 5335.719238
	Iteration 54Q: 3 clusters Score -8700929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 46631 members 
Entering Unmasked Estep 
Score: -8700938.000000 Penalty: 5335.719238
	Iteration 55Q: 3 clusters Score -8700938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 46633 members 
Entering Unmasked Estep 
Score: -8700942.000000 Penalty: 5335.719238
	Iteration 56Q: 3 clusters Score -8700942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 46633 members 
Entering Unmasked Estep 
Score: -8700942.000000 Penalty: 5335.719238
	Iteration 57F: 3 clusters Score -8700942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42377 members 
Entering Unmasked Estep 
Score: -7781814.000000 Penalty: 2642.281494
	Iteration 0F: 2 clusters Score -7781814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -7753842.000000 Penalty: 5284.562988
	Iteration 0F: 3 clusters Score -7753842 nChanged 19370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -7764644.500000 Penalty: 5284.562988
	Iteration 1F: 3 clusters Score -7764644 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -7765178.000000 Penalty: 5284.562988
	Iteration 2Q: 3 clusters Score -7765178 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -7765788.000000 Penalty: 5284.562988
	Iteration 3Q: 3 clusters Score -7765788 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -7766520.000000 Penalty: 5284.562988
	Iteration 4Q: 3 clusters Score -7766520 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -7767746.500000 Penalty: 5284.562988
	Iteration 5F: 3 clusters Score -7767746 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -7769816.000000 Penalty: 5284.562988
	Iteration 6F: 3 clusters Score -7769816 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -7772738.500000 Penalty: 5284.562988
	Iteration 7F: 3 clusters Score -7772738 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -7775836.000000 Penalty: 5284.562988
	Iteration 8F: 3 clusters Score -7775836 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -7777971.000000 Penalty: 5284.562988
	Iteration 9F: 3 clusters Score -7777971 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7778885.500000 Penalty: 5284.562988
	Iteration 10Q: 3 clusters Score -7778886 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7779261.000000 Penalty: 5284.562988
	Iteration 11Q: 3 clusters Score -7779261 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -7779387.000000 Penalty: 5284.562988
	Iteration 12Q: 3 clusters Score -7779387 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7779454.000000 Penalty: 5284.562988
	Iteration 13Q: 3 clusters Score -7779454 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42103 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7779502.000000 Penalty: 5284.562988
	Iteration 14Q: 3 clusters Score -7779502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -7779518.500000 Penalty: 5284.562988
	Iteration 15Q: 3 clusters Score -7779518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7779518.000000 Penalty: 5284.562988
	Iteration 16Q: 3 clusters Score -7779518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42113 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7779518.000000 Penalty: 5284.562988
	Iteration 17Q: 3 clusters Score -7779518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42113 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7779518.000000 Penalty: 5284.562988
	Iteration 18Q: 3 clusters Score -7779518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7779517.500000 Penalty: 5284.562988
	Iteration 19Q: 3 clusters Score -7779518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7779517.500000 Penalty: 5284.562988
	Iteration 20F: 3 clusters Score -7779518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47042 members 
Entering Unmasked Estep 
Score: -8526319.000000 Penalty: 2668.181396
	Iteration 0F: 2 clusters Score -8526319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -8495456.000000 Penalty: 5336.362793
	Iteration 0F: 3 clusters Score -8495456 nChanged 21711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -8507148.000000 Penalty: 5336.362793
	Iteration 1F: 3 clusters Score -8507148 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -8507686.000000 Penalty: 5336.362793
	Iteration 2Q: 3 clusters Score -8507686 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -8508213.000000 Penalty: 5336.362793
	Iteration 3Q: 3 clusters Score -8508213 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -8508855.000000 Penalty: 5336.362793
	Iteration 4Q: 3 clusters Score -8508855 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -8509709.000000 Penalty: 5336.362793
	Iteration 5Q: 3 clusters Score -8509709 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -8511019.000000 Penalty: 5336.362793
	Iteration 6F: 3 clusters Score -8511019 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -8513137.000000 Penalty: 5336.362793
	Iteration 7F: 3 clusters Score -8513137 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -8516137.000000 Penalty: 5336.362793
	Iteration 8F: 3 clusters Score -8516137 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41348 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -8519338.000000 Penalty: 5336.362793
	Iteration 9F: 3 clusters Score -8519338 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44117 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -8522006.000000 Penalty: 5336.362793
	Iteration 10F: 3 clusters Score -8522006 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45701 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -8523180.000000 Penalty: 5336.362793
	Iteration 11Q: 3 clusters Score -8523180 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46374 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8523631.000000 Penalty: 5336.362793
	Iteration 12Q: 3 clusters Score -8523631 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46635 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -8523809.000000 Penalty: 5336.362793
	Iteration 13Q: 3 clusters Score -8523809 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -8523934.000000 Penalty: 5336.362793
	Iteration 14Q: 3 clusters Score -8523934 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46770 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8523981.000000 Penalty: 5336.362793
	Iteration 15Q: 3 clusters Score -8523981 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46785 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8524000.000000 Penalty: 5336.362793
	Iteration 16Q: 3 clusters Score -8524000 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46791 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8524017.000000 Penalty: 5336.362793
	Iteration 17Q: 3 clusters Score -8524017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46793 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -8524024.000000 Penalty: 5336.362793
	Iteration 18Q: 3 clusters Score -8524024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46797 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8524021.000000 Penalty: 5336.362793
	Iteration 19Q: 3 clusters Score -8524021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46795 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -8524027.000000 Penalty: 5336.362793
	Iteration 20F: 3 clusters Score -8524027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8524028.000000 Penalty: 5336.362793
	Iteration 21Q: 3 clusters Score -8524028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8524028.000000 Penalty: 5336.362793
	Iteration 22F: 3 clusters Score -8524028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Entering Unmasked Estep 
Score: -232616.250000 Penalty: 1780.090088
	Iteration 0F: 2 clusters Score -232616.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -230454.640625 Penalty: 3560.180176
	Iteration 0F: 3 clusters Score -230454.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -230794.906250 Penalty: 3560.180176
	Iteration 1F: 3 clusters Score -230794.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -230885.328125 Penalty: 3560.180176
	Iteration 2F: 3 clusters Score -230885.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -230925.093750 Penalty: 3560.180176
	Iteration 3Q: 3 clusters Score -230925.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -230946.703125 Penalty: 3560.180176
	Iteration 4Q: 3 clusters Score -230946.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -230968.109375 Penalty: 3560.180176
	Iteration 5Q: 3 clusters Score -230968.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -230975.984375 Penalty: 3560.180176
	Iteration 6Q: 3 clusters Score -230976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -230983.625000 Penalty: 3560.180176
	Iteration 7Q: 3 clusters Score -230983.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -230986.359375 Penalty: 3560.180176
	Iteration 8Q: 3 clusters Score -230986.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -230993.281250 Penalty: 3560.180176
	Iteration 9Q: 3 clusters Score -230993.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -230996.140625 Penalty: 3560.180176
	Iteration 10Q: 3 clusters Score -230996.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -231001.328125 Penalty: 3560.180176
	Iteration 11Q: 3 clusters Score -231001.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -231012.390625 Penalty: 3560.180176
	Iteration 12Q: 3 clusters Score -231012.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -231024.359375 Penalty: 3560.180176
	Iteration 13Q: 3 clusters Score -231024.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -231031.390625 Penalty: 3560.180176
	Iteration 14Q: 3 clusters Score -231031.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -231040.593750 Penalty: 3560.180176
	Iteration 15Q: 3 clusters Score -231040.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -231050.968750 Penalty: 3560.180176
	Iteration 16Q: 3 clusters Score -231051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -231053.046875 Penalty: 3560.180176
	Iteration 17Q: 3 clusters Score -231053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -231055.765625 Penalty: 3560.180176
	Iteration 18Q: 3 clusters Score -231055.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -231058.796875 Penalty: 3560.180176
	Iteration 19Q: 3 clusters Score -231058.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -231060.781250 Penalty: 3560.180176
	Iteration 20F: 3 clusters Score -231060.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -231061.625000 Penalty: 3560.180176
	Iteration 21Q: 3 clusters Score -231061.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -231061.625000 Penalty: 3560.180176
	Iteration 22F: 3 clusters Score -231061.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Entering Unmasked Estep 
Score: -7344963.500000 Penalty: 2628.541260
	Iteration 0F: 2 clusters Score -7344964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -7318072.000000 Penalty: 5257.082520
	Iteration 0F: 3 clusters Score -7318072 nChanged 18335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -7328281.500000 Penalty: 5257.082520
	Iteration 1F: 3 clusters Score -7328282 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -7328844.000000 Penalty: 5257.082520
	Iteration 2Q: 3 clusters Score -7328844 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22228 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -7329414.500000 Penalty: 5257.082520
	Iteration 3Q: 3 clusters Score -7329414 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -7330028.000000 Penalty: 5257.082520
	Iteration 4Q: 3 clusters Score -7330028 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24148 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -7330725.000000 Penalty: 5257.082520
	Iteration 5Q: 3 clusters Score -7330725 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -7331623.000000 Penalty: 5257.082520
	Iteration 6Q: 3 clusters Score -7331623 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -7332813.500000 Penalty: 5257.082520
	Iteration 7Q: 3 clusters Score -7332814 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -7334254.500000 Penalty: 5257.082520
	Iteration 8F: 3 clusters Score -7334254 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -7335986.000000 Penalty: 5257.082520
	Iteration 9F: 3 clusters Score -7335986 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -7337678.000000 Penalty: 5257.082520
	Iteration 10F: 3 clusters Score -7337678 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34834 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -7339110.000000 Penalty: 5257.082520
	Iteration 11Q: 3 clusters Score -7339110 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -7340156.500000 Penalty: 5257.082520
	Iteration 12Q: 3 clusters Score -7340156 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -7340856.500000 Penalty: 5257.082520
	Iteration 13Q: 3 clusters Score -7340856 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -7341405.000000 Penalty: 5257.082520
	Iteration 14Q: 3 clusters Score -7341405 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38453 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -7341794.500000 Penalty: 5257.082520
	Iteration 15Q: 3 clusters Score -7341794 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -7342043.500000 Penalty: 5257.082520
	Iteration 16Q: 3 clusters Score -7342044 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -7342241.000000 Penalty: 5257.082520
	Iteration 17Q: 3 clusters Score -7342241 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -7342344.000000 Penalty: 5257.082520
	Iteration 18Q: 3 clusters Score -7342344 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -7342436.500000 Penalty: 5257.082520
	Iteration 19Q: 3 clusters Score -7342436 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -7342490.500000 Penalty: 5257.082520
	Iteration 20F: 3 clusters Score -7342490 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7342513.500000 Penalty: 5257.082520
	Iteration 21Q: 3 clusters Score -7342514 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -7342536.000000 Penalty: 5257.082520
	Iteration 22Q: 3 clusters Score -7342536 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -7342547.500000 Penalty: 5257.082520
	Iteration 23Q: 3 clusters Score -7342548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39553 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -7342565.500000 Penalty: 5257.082520
	Iteration 24Q: 3 clusters Score -7342566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -7342576.000000 Penalty: 5257.082520
	Iteration 25Q: 3 clusters Score -7342576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39577 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -7342576.500000 Penalty: 5257.082520
	Iteration 26Q: 3 clusters Score -7342576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -7342585.000000 Penalty: 5257.082520
	Iteration 27Q: 3 clusters Score -7342585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39596 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -7342592.500000 Penalty: 5257.082520
	Iteration 28Q: 3 clusters Score -7342592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39599 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -7342597.000000 Penalty: 5257.082520
	Iteration 29Q: 3 clusters Score -7342597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -7342603.500000 Penalty: 5257.082520
	Iteration 30Q: 3 clusters Score -7342604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39599 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -7342600.000000 Penalty: 5257.082520
	Iteration 31Q: 3 clusters Score -7342600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39604 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -7342608.000000 Penalty: 5257.082520
	Iteration 32Q: 3 clusters Score -7342608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -7342610.000000 Penalty: 5257.082520
	Iteration 33Q: 3 clusters Score -7342610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -7342614.500000 Penalty: 5257.082520
	Iteration 34Q: 3 clusters Score -7342614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39621 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -7342616.000000 Penalty: 5257.082520
	Iteration 35Q: 3 clusters Score -7342616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -7342626.000000 Penalty: 5257.082520
	Iteration 36Q: 3 clusters Score -7342626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -7342620.500000 Penalty: 5257.082520
	Iteration 37Q: 3 clusters Score -7342620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -7342623.500000 Penalty: 5257.082520
	Iteration 38Q: 3 clusters Score -7342624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -7342622.000000 Penalty: 5257.082520
	Iteration 39Q: 3 clusters Score -7342622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -7342635.000000 Penalty: 5257.082520
	Iteration 40F: 3 clusters Score -7342635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -7342632.000000 Penalty: 5257.082520
	Iteration 41Q: 3 clusters Score -7342632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -7342630.500000 Penalty: 5257.082520
	Iteration 42Q: 3 clusters Score -7342630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -7342635.000000 Penalty: 5257.082520
	Iteration 43Q: 3 clusters Score -7342635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -7342634.500000 Penalty: 5257.082520
	Iteration 44Q: 3 clusters Score -7342634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39636 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -7342632.500000 Penalty: 5257.082520
	Iteration 45Q: 3 clusters Score -7342632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -7342633.500000 Penalty: 5257.082520
	Iteration 46Q: 3 clusters Score -7342634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -7342637.500000 Penalty: 5257.082520
	Iteration 47Q: 3 clusters Score -7342638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -7342637.000000 Penalty: 5257.082520
	Iteration 48Q: 3 clusters Score -7342637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -7342637.000000 Penalty: 5257.082520
	Iteration 49F: 3 clusters Score -7342637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -40382.617188 Penalty: 1492.006958
	Iteration 0F: 2 clusters Score -40382.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -39006.628906 Penalty: 2984.013916
	Iteration 0F: 3 clusters Score -39006.63 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39236.519531 Penalty: 2984.013916
	Iteration 1F: 3 clusters Score -39236.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -39348.406250 Penalty: 2984.013916
	Iteration 2F: 3 clusters Score -39348.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39435.171875 Penalty: 2984.013916
	Iteration 3Q: 3 clusters Score -39435.17 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -39488.664062 Penalty: 2984.013916
	Iteration 4Q: 3 clusters Score -39488.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -39531.968750 Penalty: 2984.013916
	Iteration 5Q: 3 clusters Score -39531.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39552.660156 Penalty: 2984.013916
	Iteration 6Q: 3 clusters Score -39552.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -39567.980469 Penalty: 2984.013916
	Iteration 7Q: 3 clusters Score -39567.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -39600.191406 Penalty: 2984.013916
	Iteration 8Q: 3 clusters Score -39600.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -39623.929688 Penalty: 2984.013916
	Iteration 9Q: 3 clusters Score -39623.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -39637.789062 Penalty: 2984.013916
	Iteration 10Q: 3 clusters Score -39637.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -39653.128906 Penalty: 2984.013916
	Iteration 11Q: 3 clusters Score -39653.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -39676.410156 Penalty: 2984.013916
	Iteration 12Q: 3 clusters Score -39676.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -39713.355469 Penalty: 2984.013916
	Iteration 13Q: 3 clusters Score -39713.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39727.097656 Penalty: 2984.013916
	Iteration 14Q: 3 clusters Score -39727.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -39751.644531 Penalty: 2984.013916
	Iteration 15Q: 3 clusters Score -39751.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -39791.410156 Penalty: 2984.013916
	Iteration 16Q: 3 clusters Score -39791.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -39870.949219 Penalty: 2984.013916
	Iteration 17Q: 3 clusters Score -39870.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -39906.062500 Penalty: 2984.013916
	Iteration 18Q: 3 clusters Score -39906.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -39917.851562 Penalty: 2984.013916
	Iteration 19F: 3 clusters Score -39917.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -39965.855469 Penalty: 2984.013916
	Iteration 20F: 3 clusters Score -39965.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39992.304688 Penalty: 2984.013916
	Iteration 21Q: 3 clusters Score -39992.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -40004.195312 Penalty: 2984.013916
	Iteration 22Q: 3 clusters Score -40004.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40020.191406 Penalty: 2984.013916
	Iteration 23Q: 3 clusters Score -40020.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40042.226562 Penalty: 2984.013916
	Iteration 24Q: 3 clusters Score -40042.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40044.445312 Penalty: 2984.013916
	Iteration 25Q: 3 clusters Score -40044.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40044.445312 Penalty: 2984.013916
	Iteration 26F: 3 clusters Score -40044.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Entering Unmasked Estep 
Score: -217000.718750 Penalty: 1768.859497
	Iteration 0F: 2 clusters Score -217000.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -214877.109375 Penalty: 3537.718994
	Iteration 0F: 3 clusters Score -214877.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -215473.796875 Penalty: 3537.718994
	Iteration 1F: 3 clusters Score -215473.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -215889.468750 Penalty: 3537.718994
	Iteration 2F: 3 clusters Score -215889.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -216165.312500 Penalty: 3537.718994
	Iteration 3F: 3 clusters Score -216165.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -216340.921875 Penalty: 3537.718994
	Iteration 4F: 3 clusters Score -216340.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -216462.921875 Penalty: 3537.718994
	Iteration 5Q: 3 clusters Score -216462.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -216509.484375 Penalty: 3537.718994
	Iteration 6Q: 3 clusters Score -216509.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -216538.390625 Penalty: 3537.718994
	Iteration 7Q: 3 clusters Score -216538.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -216553.906250 Penalty: 3537.718994
	Iteration 8Q: 3 clusters Score -216553.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -216562.953125 Penalty: 3537.718994
	Iteration 9Q: 3 clusters Score -216563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -216567.218750 Penalty: 3537.718994
	Iteration 10Q: 3 clusters Score -216567.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -216573.156250 Penalty: 3537.718994
	Iteration 11Q: 3 clusters Score -216573.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -216574.078125 Penalty: 3537.718994
	Iteration 12Q: 3 clusters Score -216574.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -216574.078125 Penalty: 3537.718994
	Iteration 13F: 3 clusters Score -216574.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (44465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44465 members 
Entering Unmasked Estep 
Score: -8100456.500000 Penalty: 2654.209473
	Iteration 0F: 2 clusters Score -8100456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -8070621.000000 Penalty: 5308.418945
	Iteration 0F: 3 clusters Score -8070621 nChanged 20545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -8081848.500000 Penalty: 5308.418945
	Iteration 1F: 3 clusters Score -8081848 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -8082360.000000 Penalty: 5308.418945
	Iteration 2Q: 3 clusters Score -8082360 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -8082891.000000 Penalty: 5308.418945
	Iteration 3Q: 3 clusters Score -8082891 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -8083647.500000 Penalty: 5308.418945
	Iteration 4Q: 3 clusters Score -8083648 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -8084681.000000 Penalty: 5308.418945
	Iteration 5F: 3 clusters Score -8084681 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -8086254.000000 Penalty: 5308.418945
	Iteration 6F: 3 clusters Score -8086254 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -8088418.000000 Penalty: 5308.418945
	Iteration 7F: 3 clusters Score -8088418 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -8091062.500000 Penalty: 5308.418945
	Iteration 8F: 3 clusters Score -8091062 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -8093745.500000 Penalty: 5308.418945
	Iteration 9F: 3 clusters Score -8093746 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -8095900.500000 Penalty: 5308.418945
	Iteration 10Q: 3 clusters Score -8095900 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -8097126.500000 Penalty: 5308.418945
	Iteration 11Q: 3 clusters Score -8097126 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -8097566.500000 Penalty: 5308.418945
	Iteration 12Q: 3 clusters Score -8097566 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -8097842.500000 Penalty: 5308.418945
	Iteration 13Q: 3 clusters Score -8097842 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -8098015.000000 Penalty: 5308.418945
	Iteration 14Q: 3 clusters Score -8098015 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -8098124.000000 Penalty: 5308.418945
	Iteration 15Q: 3 clusters Score -8098124 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -8098273.500000 Penalty: 5308.418945
	Iteration 16Q: 3 clusters Score -8098274 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40932 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -8098374.500000 Penalty: 5308.418945
	Iteration 17Q: 3 clusters Score -8098374 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -8098406.000000 Penalty: 5308.418945
	Iteration 18Q: 3 clusters Score -8098406 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41349 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -8098429.500000 Penalty: 5308.418945
	Iteration 19Q: 3 clusters Score -8098430 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -8098490.000000 Penalty: 5308.418945
	Iteration 20F: 3 clusters Score -8098490 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -8098512.000000 Penalty: 5308.418945
	Iteration 21Q: 3 clusters Score -8098512 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -8098535.500000 Penalty: 5308.418945
	Iteration 22Q: 3 clusters Score -8098536 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -8098549.500000 Penalty: 5308.418945
	Iteration 23Q: 3 clusters Score -8098550 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -8098572.500000 Penalty: 5308.418945
	Iteration 24Q: 3 clusters Score -8098572 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -8098572.500000 Penalty: 5308.418945
	Iteration 25Q: 3 clusters Score -8098572 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -8098598.500000 Penalty: 5308.418945
	Iteration 26Q: 3 clusters Score -8098598 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42139 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -8098615.000000 Penalty: 5308.418945
	Iteration 27Q: 3 clusters Score -8098615 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -8098621.000000 Penalty: 5308.418945
	Iteration 28Q: 3 clusters Score -8098621 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -8098618.500000 Penalty: 5308.418945
	Iteration 29Q: 3 clusters Score -8098618 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -8098618.000000 Penalty: 5308.418945
	Iteration 30Q: 3 clusters Score -8098618 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42344 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -8098637.500000 Penalty: 5308.418945
	Iteration 31Q: 3 clusters Score -8098638 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42380 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -8098628.000000 Penalty: 5308.418945
	Iteration 32Q: 3 clusters Score -8098628 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42415 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -8098655.000000 Penalty: 5308.418945
	Iteration 33Q: 3 clusters Score -8098655 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -8098655.500000 Penalty: 5308.418945
	Iteration 34Q: 3 clusters Score -8098656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42474 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -8098654.000000 Penalty: 5308.418945
	Iteration 35Q: 3 clusters Score -8098654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -8098652.000000 Penalty: 5308.418945
	Iteration 36Q: 3 clusters Score -8098652 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -8098642.500000 Penalty: 5308.418945
	Iteration 37Q: 3 clusters Score -8098642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -8098661.000000 Penalty: 5308.418945
	Iteration 38Q: 3 clusters Score -8098661 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -8098668.500000 Penalty: 5308.418945
	Iteration 39Q: 3 clusters Score -8098668 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42574 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -8098664.000000 Penalty: 5308.418945
	Iteration 40F: 3 clusters Score -8098664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -8098666.500000 Penalty: 5308.418945
	Iteration 41Q: 3 clusters Score -8098666 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -8098662.000000 Penalty: 5308.418945
	Iteration 42Q: 3 clusters Score -8098662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42628 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -8098664.500000 Penalty: 5308.418945
	Iteration 43Q: 3 clusters Score -8098664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -8098671.000000 Penalty: 5308.418945
	Iteration 44Q: 3 clusters Score -8098671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -8098675.000000 Penalty: 5308.418945
	Iteration 45Q: 3 clusters Score -8098675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -8098676.500000 Penalty: 5308.418945
	Iteration 46Q: 3 clusters Score -8098676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -8098676.500000 Penalty: 5308.418945
	Iteration 47Q: 3 clusters Score -8098676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42665 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -8098675.500000 Penalty: 5308.418945
	Iteration 48Q: 3 clusters Score -8098676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -8098685.000000 Penalty: 5308.418945
	Iteration 49Q: 3 clusters Score -8098685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -8098682.000000 Penalty: 5308.418945
	Iteration 50Q: 3 clusters Score -8098682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -8098681.000000 Penalty: 5308.418945
	Iteration 51Q: 3 clusters Score -8098681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42689 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -8098673.000000 Penalty: 5308.418945
	Iteration 52Q: 3 clusters Score -8098673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42695 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -8098671.000000 Penalty: 5308.418945
	Iteration 53Q: 3 clusters Score -8098671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42699 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -8098674.000000 Penalty: 5308.418945
	Iteration 54Q: 3 clusters Score -8098674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42705 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -8098679.500000 Penalty: 5308.418945
	Iteration 55Q: 3 clusters Score -8098680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42711 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -8098672.500000 Penalty: 5308.418945
	Iteration 56Q: 3 clusters Score -8098672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42712 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -8098668.500000 Penalty: 5308.418945
	Iteration 57Q: 3 clusters Score -8098668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42712 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -8098668.500000 Penalty: 5308.418945
	Iteration 58F: 3 clusters Score -8098668 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Entering Unmasked Estep 
Score: -173736.296875 Penalty: 1737.885010
	Iteration 0F: 2 clusters Score -173736.3 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 545 members 
Entering Unmasked Estep 
Score: -171784.046875 Penalty: 3475.770020
	Iteration 0F: 3 clusters Score -171784 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -172182.218750 Penalty: 3475.770020
	Iteration 1F: 3 clusters Score -172182.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -172419.421875 Penalty: 3475.770020
	Iteration 2F: 3 clusters Score -172419.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -172575.078125 Penalty: 3475.770020
	Iteration 3F: 3 clusters Score -172575.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -172686.734375 Penalty: 3475.770020
	Iteration 4F: 3 clusters Score -172686.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -172758.671875 Penalty: 3475.770020
	Iteration 5Q: 3 clusters Score -172758.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -172813.671875 Penalty: 3475.770020
	Iteration 6Q: 3 clusters Score -172813.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -172861.296875 Penalty: 3475.770020
	Iteration 7Q: 3 clusters Score -172861.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -172900.000000 Penalty: 3475.770020
	Iteration 8Q: 3 clusters Score -172900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -172916.578125 Penalty: 3475.770020
	Iteration 9Q: 3 clusters Score -172916.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -172922.484375 Penalty: 3475.770020
	Iteration 10Q: 3 clusters Score -172922.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -172930.750000 Penalty: 3475.770020
	Iteration 11Q: 3 clusters Score -172930.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -172934.734375 Penalty: 3475.770020
	Iteration 12Q: 3 clusters Score -172934.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -172938.765625 Penalty: 3475.770020
	Iteration 13Q: 3 clusters Score -172938.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -172940.937500 Penalty: 3475.770020
	Iteration 14Q: 3 clusters Score -172940.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -172945.421875 Penalty: 3475.770020
	Iteration 15Q: 3 clusters Score -172945.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -172949.796875 Penalty: 3475.770020
	Iteration 16Q: 3 clusters Score -172949.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -172949.796875 Penalty: 3475.770020
	Iteration 17F: 3 clusters Score -172949.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47889 members 
Entering Unmasked Estep 
Score: -8844669.000000 Penalty: 2672.606934
	Iteration 0F: 2 clusters Score -8844669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -8815211.000000 Penalty: 5345.213867
	Iteration 0F: 3 clusters Score -8815211 nChanged 22193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -8827557.000000 Penalty: 5345.213867
	Iteration 1F: 3 clusters Score -8827557 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -8828206.000000 Penalty: 5345.213867
	Iteration 2Q: 3 clusters Score -8828206 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -8829004.000000 Penalty: 5345.213867
	Iteration 3Q: 3 clusters Score -8829004 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -8830130.000000 Penalty: 5345.213867
	Iteration 4F: 3 clusters Score -8830130 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -8831757.000000 Penalty: 5345.213867
	Iteration 5F: 3 clusters Score -8831757 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -8834406.000000 Penalty: 5345.213867
	Iteration 6F: 3 clusters Score -8834406 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -8837765.000000 Penalty: 5345.213867
	Iteration 7F: 3 clusters Score -8837765 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 43964 members 
Entering Unmasked Estep 
Score: -8840405.000000 Penalty: 5345.213867
	Iteration 8F: 3 clusters Score -8840405 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 46097 members 
Entering Unmasked Estep 
Score: -8841488.000000 Penalty: 5345.213867
	Iteration 9Q: 3 clusters Score -8841488 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 47038 members 
Entering Unmasked Estep 
Score: -8841914.000000 Penalty: 5345.213867
	Iteration 10Q: 3 clusters Score -8841914 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 47389 members 
Entering Unmasked Estep 
Score: -8842133.000000 Penalty: 5345.213867
	Iteration 11Q: 3 clusters Score -8842133 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 47506 members 
Entering Unmasked Estep 
Score: -8842225.000000 Penalty: 5345.213867
	Iteration 12Q: 3 clusters Score -8842225 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 47549 members 
Entering Unmasked Estep 
Score: -8842279.000000 Penalty: 5345.213867
	Iteration 13Q: 3 clusters Score -8842279 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 47582 members 
Entering Unmasked Estep 
Score: -8842316.000000 Penalty: 5345.213867
	Iteration 14Q: 3 clusters Score -8842316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -8842340.000000 Penalty: 5345.213867
	Iteration 15Q: 3 clusters Score -8842340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 47603 members 
Entering Unmasked Estep 
Score: -8842367.000000 Penalty: 5345.213867
	Iteration 16Q: 3 clusters Score -8842367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 47612 members 
Entering Unmasked Estep 
Score: -8842370.000000 Penalty: 5345.213867
	Iteration 17Q: 3 clusters Score -8842370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 47618 members 
Entering Unmasked Estep 
Score: -8842400.000000 Penalty: 5345.213867
	Iteration 18Q: 3 clusters Score -8842400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 47624 members 
Entering Unmasked Estep 
Score: -8842411.000000 Penalty: 5345.213867
	Iteration 19Q: 3 clusters Score -8842411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 47622 members 
Entering Unmasked Estep 
Score: -8842417.000000 Penalty: 5345.213867
	Iteration 20F: 3 clusters Score -8842417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -8842419.000000 Penalty: 5345.213867
	Iteration 21Q: 3 clusters Score -8842419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 47622 members 
Entering Unmasked Estep 
Score: -8842418.000000 Penalty: 5345.213867
	Iteration 22Q: 3 clusters Score -8842418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 47622 members 
Entering Unmasked Estep 
Score: -8842418.000000 Penalty: 5345.213867
	Iteration 23F: 3 clusters Score -8842418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -15706.192383 Penalty: 1338.744385
	Iteration 0F: 2 clusters Score -15706.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14659.785156 Penalty: 2677.488770
	Iteration 0F: 3 clusters Score -14659.79 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -14784.218750 Penalty: 2677.488770
	Iteration 1F: 3 clusters Score -14784.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -14831.666992 Penalty: 2677.488770
	Iteration 2Q: 3 clusters Score -14831.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -14872.355469 Penalty: 2677.488770
	Iteration 3Q: 3 clusters Score -14872.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14876.731445 Penalty: 2677.488770
	Iteration 4Q: 3 clusters Score -14876.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -14876.731445 Penalty: 2677.488770
	Iteration 5F: 3 clusters Score -14876.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -119758.765625 Penalty: 1625.375488
	Iteration 0F: 2 clusters Score -119758.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -118098.710938 Penalty: 3250.750977
	Iteration 0F: 3 clusters Score -118098.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -118459.640625 Penalty: 3250.750977
	Iteration 1F: 3 clusters Score -118459.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -118596.562500 Penalty: 3250.750977
	Iteration 2F: 3 clusters Score -118596.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -118702.929688 Penalty: 3250.750977
	Iteration 3F: 3 clusters Score -118702.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -118788.398438 Penalty: 3250.750977
	Iteration 4Q: 3 clusters Score -118788.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -118916.593750 Penalty: 3250.750977
	Iteration 5Q: 3 clusters Score -118916.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -119024.523438 Penalty: 3250.750977
	Iteration 6Q: 3 clusters Score -119024.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -119072.851562 Penalty: 3250.750977
	Iteration 7Q: 3 clusters Score -119072.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -119107.539062 Penalty: 3250.750977
	Iteration 8Q: 3 clusters Score -119107.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -119129.828125 Penalty: 3250.750977
	Iteration 9Q: 3 clusters Score -119129.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -119152.890625 Penalty: 3250.750977
	Iteration 10Q: 3 clusters Score -119152.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -119169.359375 Penalty: 3250.750977
	Iteration 11Q: 3 clusters Score -119169.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -119192.187500 Penalty: 3250.750977
	Iteration 12Q: 3 clusters Score -119192.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -119207.570312 Penalty: 3250.750977
	Iteration 13Q: 3 clusters Score -119207.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -119212.468750 Penalty: 3250.750977
	Iteration 14Q: 3 clusters Score -119212.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -119231.320312 Penalty: 3250.750977
	Iteration 15Q: 3 clusters Score -119231.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -119236.156250 Penalty: 3250.750977
	Iteration 16Q: 3 clusters Score -119236.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -119236.156250 Penalty: 3250.750977
	Iteration 17F: 3 clusters Score -119236.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43012 members 
Entering Unmasked Estep 
Score: -7851889.000000 Penalty: 2645.970215
	Iteration 0F: 2 clusters Score -7851889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -7823333.000000 Penalty: 5291.940430
	Iteration 0F: 3 clusters Score -7823333 nChanged 19615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -7834066.500000 Penalty: 5291.940430
	Iteration 1F: 3 clusters Score -7834066 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -7834586.000000 Penalty: 5291.940430
	Iteration 2Q: 3 clusters Score -7834586 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -7835326.500000 Penalty: 5291.940430
	Iteration 3Q: 3 clusters Score -7835326 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -7836349.000000 Penalty: 5291.940430
	Iteration 4Q: 3 clusters Score -7836349 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -7837738.500000 Penalty: 5291.940430
	Iteration 5Q: 3 clusters Score -7837738 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -7839612.500000 Penalty: 5291.940430
	Iteration 6F: 3 clusters Score -7839612 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -7841594.000000 Penalty: 5291.940430
	Iteration 7F: 3 clusters Score -7841594 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -7843459.000000 Penalty: 5291.940430
	Iteration 8F: 3 clusters Score -7843459 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -7845051.500000 Penalty: 5291.940430
	Iteration 9F: 3 clusters Score -7845052 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -7846378.500000 Penalty: 5291.940430
	Iteration 10F: 3 clusters Score -7846378 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -7847516.500000 Penalty: 5291.940430
	Iteration 11Q: 3 clusters Score -7847516 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -7848276.500000 Penalty: 5291.940430
	Iteration 12Q: 3 clusters Score -7848276 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -7848742.500000 Penalty: 5291.940430
	Iteration 13Q: 3 clusters Score -7848742 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -7849011.500000 Penalty: 5291.940430
	Iteration 14Q: 3 clusters Score -7849012 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -7849169.000000 Penalty: 5291.940430
	Iteration 15Q: 3 clusters Score -7849169 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -7849309.500000 Penalty: 5291.940430
	Iteration 16Q: 3 clusters Score -7849310 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -7849436.000000 Penalty: 5291.940430
	Iteration 17Q: 3 clusters Score -7849436 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -7849556.000000 Penalty: 5291.940430
	Iteration 18Q: 3 clusters Score -7849556 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -7849682.000000 Penalty: 5291.940430
	Iteration 19Q: 3 clusters Score -7849682 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -7849837.000000 Penalty: 5291.940430
	Iteration 20F: 3 clusters Score -7849837 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -7849952.000000 Penalty: 5291.940430
	Iteration 21Q: 3 clusters Score -7849952 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -7850054.000000 Penalty: 5291.940430
	Iteration 22Q: 3 clusters Score -7850054 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -7850177.500000 Penalty: 5291.940430
	Iteration 23Q: 3 clusters Score -7850178 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -7850338.500000 Penalty: 5291.940430
	Iteration 24Q: 3 clusters Score -7850338 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -7850502.000000 Penalty: 5291.940430
	Iteration 25Q: 3 clusters Score -7850502 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -7850638.500000 Penalty: 5291.940430
	Iteration 26Q: 3 clusters Score -7850638 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -7850755.500000 Penalty: 5291.940430
	Iteration 27Q: 3 clusters Score -7850756 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -7850813.000000 Penalty: 5291.940430
	Iteration 28Q: 3 clusters Score -7850813 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 24897 members 
Entering Unmasked Estep 
Score: -7850860.500000 Penalty: 5291.940430
	Iteration 29Q: 3 clusters Score -7850860 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -7850904.500000 Penalty: 5291.940430
	Iteration 30Q: 3 clusters Score -7850904 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -7850933.500000 Penalty: 5291.940430
	Iteration 31Q: 3 clusters Score -7850934 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -7850983.500000 Penalty: 5291.940430
	Iteration 32Q: 3 clusters Score -7850984 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -7850999.000000 Penalty: 5291.940430
	Iteration 33Q: 3 clusters Score -7850999 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -7851031.500000 Penalty: 5291.940430
	Iteration 34Q: 3 clusters Score -7851032 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -7851045.500000 Penalty: 5291.940430
	Iteration 35Q: 3 clusters Score -7851046 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -7851066.000000 Penalty: 5291.940430
	Iteration 36Q: 3 clusters Score -7851066 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -7851085.000000 Penalty: 5291.940430
	Iteration 37Q: 3 clusters Score -7851085 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -7851104.000000 Penalty: 5291.940430
	Iteration 38Q: 3 clusters Score -7851104 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -7851118.500000 Penalty: 5291.940430
	Iteration 39Q: 3 clusters Score -7851118 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -7851149.500000 Penalty: 5291.940430
	Iteration 40F: 3 clusters Score -7851150 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -7851163.000000 Penalty: 5291.940430
	Iteration 41Q: 3 clusters Score -7851163 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -7851164.000000 Penalty: 5291.940430
	Iteration 42Q: 3 clusters Score -7851164 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -7851175.500000 Penalty: 5291.940430
	Iteration 43Q: 3 clusters Score -7851176 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -7851184.000000 Penalty: 5291.940430
	Iteration 44Q: 3 clusters Score -7851184 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -7851175.000000 Penalty: 5291.940430
	Iteration 45Q: 3 clusters Score -7851175 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -7851196.500000 Penalty: 5291.940430
	Iteration 46Q: 3 clusters Score -7851196 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -7851216.000000 Penalty: 5291.940430
	Iteration 47Q: 3 clusters Score -7851216 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -7851220.500000 Penalty: 5291.940430
	Iteration 48Q: 3 clusters Score -7851220 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -7851227.000000 Penalty: 5291.940430
	Iteration 49Q: 3 clusters Score -7851227 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -7851240.500000 Penalty: 5291.940430
	Iteration 50Q: 3 clusters Score -7851240 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -7851267.500000 Penalty: 5291.940430
	Iteration 51Q: 3 clusters Score -7851268 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -7851271.000000 Penalty: 5291.940430
	Iteration 52Q: 3 clusters Score -7851271 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -7851278.500000 Penalty: 5291.940430
	Iteration 53Q: 3 clusters Score -7851278 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 27972 members 
Entering Unmasked Estep 
Score: -7851307.500000 Penalty: 5291.940430
	Iteration 54Q: 3 clusters Score -7851308 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -7851314.500000 Penalty: 5291.940430
	Iteration 55Q: 3 clusters Score -7851314 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -7851315.500000 Penalty: 5291.940430
	Iteration 56Q: 3 clusters Score -7851316 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 28348 members 
Entering Unmasked Estep 
Score: -7851355.500000 Penalty: 5291.940430
	Iteration 57Q: 3 clusters Score -7851356 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -7851370.500000 Penalty: 5291.940430
	Iteration 58Q: 3 clusters Score -7851370 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -7851379.500000 Penalty: 5291.940430
	Iteration 59Q: 3 clusters Score -7851380 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -7851402.000000 Penalty: 5291.940430
	Iteration 60F: 3 clusters Score -7851402 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -7851402.000000 Penalty: 5291.940430
	Iteration 61Q: 3 clusters Score -7851402 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 28939 members 
Entering Unmasked Estep 
Score: -7851414.000000 Penalty: 5291.940430
	Iteration 62Q: 3 clusters Score -7851414 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -7851438.500000 Penalty: 5291.940430
	Iteration 63Q: 3 clusters Score -7851438 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 29124 members 
Entering Unmasked Estep 
Score: -7851471.000000 Penalty: 5291.940430
	Iteration 64Q: 3 clusters Score -7851471 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -7851487.000000 Penalty: 5291.940430
	Iteration 65Q: 3 clusters Score -7851487 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -7851468.000000 Penalty: 5291.940430
	Iteration 66Q: 3 clusters Score -7851468 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -7851483.500000 Penalty: 5291.940430
	Iteration 67Q: 3 clusters Score -7851484 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -7851486.500000 Penalty: 5291.940430
	Iteration 68Q: 3 clusters Score -7851486 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -7851494.000000 Penalty: 5291.940430
	Iteration 69Q: 3 clusters Score -7851494 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -7851493.500000 Penalty: 5291.940430
	Iteration 70Q: 3 clusters Score -7851494 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -7851507.500000 Penalty: 5291.940430
	Iteration 71Q: 3 clusters Score -7851508 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -7851548.000000 Penalty: 5291.940430
	Iteration 72Q: 3 clusters Score -7851548 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -7851551.000000 Penalty: 5291.940430
	Iteration 73Q: 3 clusters Score -7851551 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
Score: -7851555.000000 Penalty: 5291.940430
	Iteration 74Q: 3 clusters Score -7851555 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -7851564.000000 Penalty: 5291.940430
	Iteration 75Q: 3 clusters Score -7851564 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -7851568.000000 Penalty: 5291.940430
	Iteration 76Q: 3 clusters Score -7851568 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12736 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -7851551.000000 Penalty: 5291.940430
	Iteration 77Q: 3 clusters Score -7851551 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -7851548.500000 Penalty: 5291.940430
	Iteration 78Q: 3 clusters Score -7851548 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -7851557.000000 Penalty: 5291.940430
	Iteration 79Q: 3 clusters Score -7851557 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 30682 members 
Entering Unmasked Estep 
Score: -7851591.500000 Penalty: 5291.940430
	Iteration 80F: 3 clusters Score -7851592 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -7851594.500000 Penalty: 5291.940430
	Iteration 81Q: 3 clusters Score -7851594 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 30944 members 
Entering Unmasked Estep 
Score: -7851620.500000 Penalty: 5291.940430
	Iteration 82Q: 3 clusters Score -7851620 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -7851622.000000 Penalty: 5291.940430
	Iteration 83Q: 3 clusters Score -7851622 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 31185 members 
Entering Unmasked Estep 
Score: -7851634.000000 Penalty: 5291.940430
	Iteration 84Q: 3 clusters Score -7851634 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -7851640.500000 Penalty: 5291.940430
	Iteration 85Q: 3 clusters Score -7851640 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -7851675.000000 Penalty: 5291.940430
	Iteration 86Q: 3 clusters Score -7851675 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -7851695.500000 Penalty: 5291.940430
	Iteration 87Q: 3 clusters Score -7851696 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -7851733.500000 Penalty: 5291.940430
	Iteration 88Q: 3 clusters Score -7851734 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -7851755.000000 Penalty: 5291.940430
	Iteration 89Q: 3 clusters Score -7851755 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -7851751.500000 Penalty: 5291.940430
	Iteration 90Q: 3 clusters Score -7851752 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -7851770.000000 Penalty: 5291.940430
	Iteration 91Q: 3 clusters Score -7851770 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -7851794.500000 Penalty: 5291.940430
	Iteration 92Q: 3 clusters Score -7851794 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 32136 members 
Entering Unmasked Estep 
Score: -7851805.000000 Penalty: 5291.940430
	Iteration 93Q: 3 clusters Score -7851805 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -7851818.000000 Penalty: 5291.940430
	Iteration 94Q: 3 clusters Score -7851818 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -7851827.500000 Penalty: 5291.940430
	Iteration 95Q: 3 clusters Score -7851828 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -7851835.000000 Penalty: 5291.940430
	Iteration 96Q: 3 clusters Score -7851835 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -7851833.500000 Penalty: 5291.940430
	Iteration 97Q: 3 clusters Score -7851834 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -7851824.000000 Penalty: 5291.940430
	Iteration 98Q: 3 clusters Score -7851824 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -7851829.500000 Penalty: 5291.940430
	Iteration 99Q: 3 clusters Score -7851830 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 32756 members 
Entering Unmasked Estep 
Score: -7851825.000000 Penalty: 5291.940430
	Iteration 100F: 3 clusters Score -7851825 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 32835 members 
Entering Unmasked Estep 
Score: -7851824.500000 Penalty: 5291.940430
	Iteration 101Q: 3 clusters Score -7851824 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -7851822.500000 Penalty: 5291.940430
	Iteration 102Q: 3 clusters Score -7851822 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -7851833.000000 Penalty: 5291.940430
	Iteration 103Q: 3 clusters Score -7851833 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -7851830.500000 Penalty: 5291.940430
	Iteration 104Q: 3 clusters Score -7851830 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -7851823.000000 Penalty: 5291.940430
	Iteration 105Q: 3 clusters Score -7851823 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 33066 members 
Entering Unmasked Estep 
Score: -7851838.500000 Penalty: 5291.940430
	Iteration 106Q: 3 clusters Score -7851838 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -7851848.000000 Penalty: 5291.940430
	Iteration 107Q: 3 clusters Score -7851848 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -7851860.500000 Penalty: 5291.940430
	Iteration 108Q: 3 clusters Score -7851860 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -7851844.000000 Penalty: 5291.940430
	Iteration 109Q: 3 clusters Score -7851844 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -7851857.000000 Penalty: 5291.940430
	Iteration 110Q: 3 clusters Score -7851857 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -7851863.000000 Penalty: 5291.940430
	Iteration 111Q: 3 clusters Score -7851863 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 33310 members 
Entering Unmasked Estep 
Score: -7851853.000000 Penalty: 5291.940430
	Iteration 112Q: 3 clusters Score -7851853 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -7851860.000000 Penalty: 5291.940430
	Iteration 113Q: 3 clusters Score -7851860 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 33369 members 
Entering Unmasked Estep 
Score: -7851857.500000 Penalty: 5291.940430
	Iteration 114Q: 3 clusters Score -7851858 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -7851872.000000 Penalty: 5291.940430
	Iteration 115Q: 3 clusters Score -7851872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -7851872.500000 Penalty: 5291.940430
	Iteration 116Q: 3 clusters Score -7851872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -7851877.500000 Penalty: 5291.940430
	Iteration 117Q: 3 clusters Score -7851878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -7851870.500000 Penalty: 5291.940430
	Iteration 118Q: 3 clusters Score -7851870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -7851869.000000 Penalty: 5291.940430
	Iteration 119Q: 3 clusters Score -7851869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -7851870.000000 Penalty: 5291.940430
	Iteration 120F: 3 clusters Score -7851870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -7851871.000000 Penalty: 5291.940430
	Iteration 121Q: 3 clusters Score -7851871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -7851879.500000 Penalty: 5291.940430
	Iteration 122Q: 3 clusters Score -7851880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 33521 members 
Entering Unmasked Estep 
Score: -7851881.500000 Penalty: 5291.940430
	Iteration 123Q: 3 clusters Score -7851882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -7851885.500000 Penalty: 5291.940430
	Iteration 124Q: 3 clusters Score -7851886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -7851894.500000 Penalty: 5291.940430
	Iteration 125Q: 3 clusters Score -7851894 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -7851900.000000 Penalty: 5291.940430
	Iteration 126Q: 3 clusters Score -7851900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -7851901.000000 Penalty: 5291.940430
	Iteration 127Q: 3 clusters Score -7851901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 33594 members 
Entering Unmasked Estep 
Score: -7851905.500000 Penalty: 5291.940430
	Iteration 128Q: 3 clusters Score -7851906 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -7851898.000000 Penalty: 5291.940430
	Iteration 129Q: 3 clusters Score -7851898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -7851892.000000 Penalty: 5291.940430
	Iteration 130Q: 3 clusters Score -7851892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
Score: -7851893.000000 Penalty: 5291.940430
	Iteration 131Q: 3 clusters Score -7851893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 33643 members 
Entering Unmasked Estep 
Score: -7851893.000000 Penalty: 5291.940430
	Iteration 132Q: 3 clusters Score -7851893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -7851899.000000 Penalty: 5291.940430
	Iteration 133Q: 3 clusters Score -7851899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -7851901.000000 Penalty: 5291.940430
	Iteration 134Q: 3 clusters Score -7851901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -7851897.500000 Penalty: 5291.940430
	Iteration 135Q: 3 clusters Score -7851898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -7851900.500000 Penalty: 5291.940430
	Iteration 136Q: 3 clusters Score -7851900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -7851904.500000 Penalty: 5291.940430
	Iteration 137Q: 3 clusters Score -7851904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -7851903.500000 Penalty: 5291.940430
	Iteration 138Q: 3 clusters Score -7851904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -7851904.500000 Penalty: 5291.940430
	Iteration 139Q: 3 clusters Score -7851904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -7851904.000000 Penalty: 5291.940430
	Iteration 140F: 3 clusters Score -7851904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 33673 members 
Entering Unmasked Estep 
Score: -7851897.500000 Penalty: 5291.940430
	Iteration 141Q: 3 clusters Score -7851898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -7851898.500000 Penalty: 5291.940430
	Iteration 142Q: 3 clusters Score -7851898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
Score: -7851900.000000 Penalty: 5291.940430
	Iteration 143Q: 3 clusters Score -7851900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 33680 members 
Entering Unmasked Estep 
Score: -7851905.000000 Penalty: 5291.940430
	Iteration 144Q: 3 clusters Score -7851905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -7851901.500000 Penalty: 5291.940430
	Iteration 145Q: 3 clusters Score -7851902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -7851897.500000 Penalty: 5291.940430
	Iteration 146Q: 3 clusters Score -7851898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
Score: -7851897.000000 Penalty: 5291.940430
	Iteration 147Q: 3 clusters Score -7851897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -7851901.000000 Penalty: 5291.940430
	Iteration 148Q: 3 clusters Score -7851901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -7851909.000000 Penalty: 5291.940430
	Iteration 149Q: 3 clusters Score -7851909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -7851909.000000 Penalty: 5291.940430
	Iteration 150F: 3 clusters Score -7851909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 41633 members 
Mstep: Class 3 contains 44718 members 
Mstep: Class 4 contains 46863 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24763 members 
Mstep: Class 7 contains 50038 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46981 members 
Mstep: Class 10 contains 42377 members 
Mstep: Class 11 contains 47042 members 
Mstep: Class 12 contains 1310 members 
Mstep: Class 13 contains 40093 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1252 members 
Mstep: Class 16 contains 44465 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47889 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 9321 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50293 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 33691 members 
Entering Unmasked Estep 
Score: -111240872.000000 Penalty: 82671.179688
Splitting cluster 21 changes total score from -111241120.000000 to -111240872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -102341.140625 Penalty: 1640.119263
	Iteration 0F: 2 clusters Score -102341.1 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 380 members 
Entering Unmasked Estep 
Score: -100644.656250 Penalty: 3280.238525
	Iteration 0F: 3 clusters Score -100644.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -101051.570312 Penalty: 3280.238525
	Iteration 1F: 3 clusters Score -101051.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -101215.179688 Penalty: 3280.238525
	Iteration 2F: 3 clusters Score -101215.2 nChanged 38
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: -101304.820312 Penalty: 3280.238525
	Iteration 3F: 3 clusters Score -101304.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -101354.039062 Penalty: 3280.238525
	Iteration 4Q: 3 clusters Score -101354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -101381.515625 Penalty: 3280.238525
	Iteration 5Q: 3 clusters Score -101381.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -101400.546875 Penalty: 3280.238525
	Iteration 6Q: 3 clusters Score -101400.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -101435.898438 Penalty: 3280.238525
	Iteration 7Q: 3 clusters Score -101435.9 nChanged 9
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: -101460.289062 Penalty: 3280.238525
	Iteration 8Q: 3 clusters Score -101460.3 nChanged 8
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: -101506.320312 Penalty: 3280.238525
	Iteration 9Q: 3 clusters Score -101506.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -101582.187500 Penalty: 3280.238525
	Iteration 10Q: 3 clusters Score -101582.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -101663.031250 Penalty: 3280.238525
	Iteration 11Q: 3 clusters Score -101663 nChanged 16
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: -101706.515625 Penalty: 3280.238525
	Iteration 12Q: 3 clusters Score -101706.5 nChanged 8
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: -101724.601562 Penalty: 3280.238525
	Iteration 13Q: 3 clusters Score -101724.6 nChanged 8
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: -101742.953125 Penalty: 3280.238525
	Iteration 14Q: 3 clusters Score -101743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -101761.585938 Penalty: 3280.238525
	Iteration 15Q: 3 clusters Score -101761.6 nChanged 3
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: -101764.664062 Penalty: 3280.238525
	Iteration 16Q: 3 clusters Score -101764.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -101766.734375 Penalty: 3280.238525
	Iteration 17Q: 3 clusters Score -101766.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -101773.726562 Penalty: 3280.238525
	Iteration 18Q: 3 clusters Score -101773.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -101782.953125 Penalty: 3280.238525
	Iteration 19Q: 3 clusters Score -101783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -101789.562500 Penalty: 3280.238525
	Iteration 20F: 3 clusters Score -101789.6 nChanged 1
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: -101793.703125 Penalty: 3280.238525
	Iteration 21Q: 3 clusters Score -101793.7 nChanged 2
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: -101796.625000 Penalty: 3280.238525
	Iteration 22Q: 3 clusters Score -101796.6 nChanged 2
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: -101800.968750 Penalty: 3280.238525
	Iteration 23Q: 3 clusters Score -101801 nChanged 0
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: -101800.968750 Penalty: 3280.238525
	Iteration 24F: 3 clusters Score -101801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (50293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50293 members 
Entering Unmasked Estep 
Score: -9247890.000000 Penalty: 2684.754150
	Iteration 0F: 2 clusters Score -9247890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -9217337.000000 Penalty: 5369.508301
	Iteration 0F: 3 clusters Score -9217337 nChanged 23235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -9230359.000000 Penalty: 5369.508301
	Iteration 1F: 3 clusters Score -9230359 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
Score: -9231070.000000 Penalty: 5369.508301
	Iteration 2Q: 3 clusters Score -9231070 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 26713 members 
Entering Unmasked Estep 
Score: -9231820.000000 Penalty: 5369.508301
	Iteration 3Q: 3 clusters Score -9231820 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -9232634.000000 Penalty: 5369.508301
	Iteration 4Q: 3 clusters Score -9232634 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -9233581.000000 Penalty: 5369.508301
	Iteration 5Q: 3 clusters Score -9233581 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 30337 members 
Entering Unmasked Estep 
Score: -9234739.000000 Penalty: 5369.508301
	Iteration 6Q: 3 clusters Score -9234739 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 32293 members 
Entering Unmasked Estep 
Score: -9236288.000000 Penalty: 5369.508301
	Iteration 7F: 3 clusters Score -9236288 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 34505 members 
Entering Unmasked Estep 
Score: -9238197.000000 Penalty: 5369.508301
	Iteration 8F: 3 clusters Score -9238197 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -9240247.000000 Penalty: 5369.508301
	Iteration 9F: 3 clusters Score -9240247 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -9242061.000000 Penalty: 5369.508301
	Iteration 10Q: 3 clusters Score -9242061 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -9243361.000000 Penalty: 5369.508301
	Iteration 11Q: 3 clusters Score -9243361 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -9244191.000000 Penalty: 5369.508301
	Iteration 12Q: 3 clusters Score -9244191 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 42541 members 
Entering Unmasked Estep 
Score: -9244589.000000 Penalty: 5369.508301
	Iteration 13Q: 3 clusters Score -9244589 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 43420 members 
Entering Unmasked Estep 
Score: -9244891.000000 Penalty: 5369.508301
	Iteration 14Q: 3 clusters Score -9244891 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 44293 members 
Entering Unmasked Estep 
Score: -9245134.000000 Penalty: 5369.508301
	Iteration 15Q: 3 clusters Score -9245134 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 45150 members 
Entering Unmasked Estep 
Score: -9245221.000000 Penalty: 5369.508301
	Iteration 16Q: 3 clusters Score -9245221 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 45957 members 
Entering Unmasked Estep 
Score: -9245392.000000 Penalty: 5369.508301
	Iteration 17Q: 3 clusters Score -9245392 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 46683 members 
Entering Unmasked Estep 
Score: -9245534.000000 Penalty: 5369.508301
	Iteration 18Q: 3 clusters Score -9245534 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 47331 members 
Entering Unmasked Estep 
Score: -9245616.000000 Penalty: 5369.508301
	Iteration 19Q: 3 clusters Score -9245616 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 47863 members 
Entering Unmasked Estep 
Score: -9245652.000000 Penalty: 5369.508301
	Iteration 20F: 3 clusters Score -9245652 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 48278 members 
Entering Unmasked Estep 
Score: -9245634.000000 Penalty: 5369.508301
	Iteration 21Q: 3 clusters Score -9245634 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 48598 members 
Entering Unmasked Estep 
Score: -9245596.000000 Penalty: 5369.508301
	Iteration 22Q: 3 clusters Score -9245596 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 48858 members 
Entering Unmasked Estep 
Score: -9245590.000000 Penalty: 5369.508301
	Iteration 23Q: 3 clusters Score -9245590 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 49052 members 
Entering Unmasked Estep 
Score: -9245609.000000 Penalty: 5369.508301
	Iteration 24Q: 3 clusters Score -9245609 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 49198 members 
Entering Unmasked Estep 
Score: -9245634.000000 Penalty: 5369.508301
	Iteration 25Q: 3 clusters Score -9245634 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 49325 members 
Entering Unmasked Estep 
Score: -9245638.000000 Penalty: 5369.508301
	Iteration 26Q: 3 clusters Score -9245638 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 49421 members 
Entering Unmasked Estep 
Score: -9245653.000000 Penalty: 5369.508301
	Iteration 27Q: 3 clusters Score -9245653 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 49490 members 
Entering Unmasked Estep 
Score: -9245657.000000 Penalty: 5369.508301
	Iteration 28Q: 3 clusters Score -9245657 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 49549 members 
Entering Unmasked Estep 
Score: -9245669.000000 Penalty: 5369.508301
	Iteration 29Q: 3 clusters Score -9245669 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 49591 members 
Entering Unmasked Estep 
Score: -9245665.000000 Penalty: 5369.508301
	Iteration 30Q: 3 clusters Score -9245665 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 49626 members 
Entering Unmasked Estep 
Score: -9245682.000000 Penalty: 5369.508301
	Iteration 31Q: 3 clusters Score -9245682 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 49664 members 
Entering Unmasked Estep 
Score: -9245701.000000 Penalty: 5369.508301
	Iteration 32Q: 3 clusters Score -9245701 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 49696 members 
Entering Unmasked Estep 
Score: -9245710.000000 Penalty: 5369.508301
	Iteration 33Q: 3 clusters Score -9245710 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 49720 members 
Entering Unmasked Estep 
Score: -9245715.000000 Penalty: 5369.508301
	Iteration 34Q: 3 clusters Score -9245715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 49736 members 
Entering Unmasked Estep 
Score: -9245725.000000 Penalty: 5369.508301
	Iteration 35Q: 3 clusters Score -9245725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 49748 members 
Entering Unmasked Estep 
Score: -9245728.000000 Penalty: 5369.508301
	Iteration 36Q: 3 clusters Score -9245728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 49760 members 
Entering Unmasked Estep 
Score: -9245732.000000 Penalty: 5369.508301
	Iteration 37Q: 3 clusters Score -9245732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 49770 members 
Entering Unmasked Estep 
Score: -9245739.000000 Penalty: 5369.508301
	Iteration 38Q: 3 clusters Score -9245739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 49780 members 
Entering Unmasked Estep 
Score: -9245759.000000 Penalty: 5369.508301
	Iteration 39Q: 3 clusters Score -9245759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 49785 members 
Entering Unmasked Estep 
Score: -9245772.000000 Penalty: 5369.508301
	Iteration 40F: 3 clusters Score -9245772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 49789 members 
Entering Unmasked Estep 
Score: -9245768.000000 Penalty: 5369.508301
	Iteration 41Q: 3 clusters Score -9245768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 49798 members 
Entering Unmasked Estep 
Score: -9245761.000000 Penalty: 5369.508301
	Iteration 42Q: 3 clusters Score -9245761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 49806 members 
Entering Unmasked Estep 
Score: -9245751.000000 Penalty: 5369.508301
	Iteration 43Q: 3 clusters Score -9245751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 49811 members 
Entering Unmasked Estep 
Score: -9245757.000000 Penalty: 5369.508301
	Iteration 44Q: 3 clusters Score -9245757 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 49815 members 
Entering Unmasked Estep 
Score: -9245772.000000 Penalty: 5369.508301
	Iteration 45Q: 3 clusters Score -9245772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 49822 members 
Entering Unmasked Estep 
Score: -9245767.000000 Penalty: 5369.508301
	Iteration 46Q: 3 clusters Score -9245767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 49825 members 
Entering Unmasked Estep 
Score: -9245766.000000 Penalty: 5369.508301
	Iteration 47Q: 3 clusters Score -9245766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 49824 members 
Entering Unmasked Estep 
Score: -9245771.000000 Penalty: 5369.508301
	Iteration 48Q: 3 clusters Score -9245771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 49824 members 
Entering Unmasked Estep 
Score: -9245771.000000 Penalty: 5369.508301
	Iteration 49F: 3 clusters Score -9245771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -74500.921875 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -74500.92 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 307 members 
Entering Unmasked Estep 
Score: -72928.742188 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -72928.74 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -73249.351562 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -73249.35 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -73424.265625 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -73424.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -73524.523438 Penalty: 3184.317383
	Iteration 3Q: 3 clusters Score -73524.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -73555.554688 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -73555.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -73568.750000 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -73568.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -73598.320312 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -73598.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -73608.203125 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -73608.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -73616.539062 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -73616.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -73619.421875 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -73619.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -73628.218750 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -73628.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -73646.171875 Penalty: 3184.317383
	Iteration 11Q: 3 clusters Score -73646.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -73662.578125 Penalty: 3184.317383
	Iteration 12Q: 3 clusters Score -73662.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -73676.171875 Penalty: 3184.317383
	Iteration 13Q: 3 clusters Score -73676.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -73680.906250 Penalty: 3184.317383
	Iteration 14Q: 3 clusters Score -73680.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -73690.937500 Penalty: 3184.317383
	Iteration 15Q: 3 clusters Score -73690.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -73709.703125 Penalty: 3184.317383
	Iteration 16Q: 3 clusters Score -73709.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -73717.601562 Penalty: 3184.317383
	Iteration 17Q: 3 clusters Score -73717.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -73725.906250 Penalty: 3184.317383
	Iteration 18Q: 3 clusters Score -73725.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -73728.421875 Penalty: 3184.317383
	Iteration 19Q: 3 clusters Score -73728.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -73734.664062 Penalty: 3184.317383
	Iteration 20F: 3 clusters Score -73734.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -73749.203125 Penalty: 3184.317383
	Iteration 21Q: 3 clusters Score -73749.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -73778.476562 Penalty: 3184.317383
	Iteration 22Q: 3 clusters Score -73778.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -73793.351562 Penalty: 3184.317383
	Iteration 23Q: 3 clusters Score -73793.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -73803.414062 Penalty: 3184.317383
	Iteration 24Q: 3 clusters Score -73803.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -73815.523438 Penalty: 3184.317383
	Iteration 25Q: 3 clusters Score -73815.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -73817.179688 Penalty: 3184.317383
	Iteration 26Q: 3 clusters Score -73817.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -73832.398438 Penalty: 3184.317383
	Iteration 27Q: 3 clusters Score -73832.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -73844.531250 Penalty: 3184.317383
	Iteration 28Q: 3 clusters Score -73844.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -73855.484375 Penalty: 3184.317383
	Iteration 29Q: 3 clusters Score -73855.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -73866.609375 Penalty: 3184.317383
	Iteration 30Q: 3 clusters Score -73866.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -73867.710938 Penalty: 3184.317383
	Iteration 31Q: 3 clusters Score -73867.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -73867.710938 Penalty: 3184.317383
	Iteration 32F: 3 clusters Score -73867.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 41633 members 
Mstep: Class 3 contains 44718 members 
Mstep: Class 4 contains 46863 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24763 members 
Mstep: Class 7 contains 50038 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46981 members 
Mstep: Class 10 contains 42377 members 
Mstep: Class 11 contains 47042 members 
Mstep: Class 12 contains 1310 members 
Mstep: Class 13 contains 40093 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1252 members 
Mstep: Class 16 contains 44465 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47889 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 43012 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50293 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241176.000000 Penalty: 79364.328125
Iteration 319Q: 25 clusters Score -1.112412e+08 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 41629 members 
Mstep: Class 3 contains 44710 members 
Mstep: Class 4 contains 46859 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24762 members 
Mstep: Class 7 contains 50040 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46983 members 
Mstep: Class 10 contains 42369 members 
Mstep: Class 11 contains 47041 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 13 contains 40108 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1252 members 
Mstep: Class 16 contains 44470 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47891 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 43034 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50274 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241280.000000 Penalty: 79364.328125
Iteration 320F: 25 clusters Score -1.112413e+08 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 41621 members 
Mstep: Class 3 contains 44693 members 
Mstep: Class 4 contains 46858 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24766 members 
Mstep: Class 7 contains 50021 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46985 members 
Mstep: Class 10 contains 42355 members 
Mstep: Class 11 contains 47031 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 13 contains 40122 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1253 members 
Mstep: Class 16 contains 44481 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47897 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 43056 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50279 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241128.000000 Penalty: 79364.328125
Iteration 321Q: 25 clusters Score -1.112411e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 41624 members 
Mstep: Class 3 contains 44677 members 
Mstep: Class 4 contains 46854 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24756 members 
Mstep: Class 7 contains 50002 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46991 members 
Mstep: Class 10 contains 42348 members 
Mstep: Class 11 contains 47020 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 13 contains 40135 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1253 members 
Mstep: Class 16 contains 44476 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47912 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 43082 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50288 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241144.000000 Penalty: 79364.328125
Iteration 322Q: 25 clusters Score -1.112411e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 41627 members 
Mstep: Class 3 contains 44670 members 
Mstep: Class 4 contains 46861 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24751 members 
Mstep: Class 7 contains 49974 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 47012 members 
Mstep: Class 10 contains 42338 members 
Mstep: Class 11 contains 47017 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 13 contains 40136 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1253 members 
Mstep: Class 16 contains 44479 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47927 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 702 members 
Mstep: Class 21 contains 43103 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50280 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241160.000000 Penalty: 79364.328125
Iteration 323Q: 25 clusters Score -1.112412e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 41637 members 
Mstep: Class 3 contains 44663 members 
Mstep: Class 4 contains 46864 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24751 members 
Mstep: Class 7 contains 49944 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47028 members 
Mstep: Class 10 contains 42334 members 
Mstep: Class 11 contains 47012 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 13 contains 40135 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1253 members 
Mstep: Class 16 contains 44468 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47943 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43120 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50272 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241264.000000 Penalty: 79364.328125
Iteration 324Q: 25 clusters Score -1.112413e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 41643 members 
Mstep: Class 3 contains 44661 members 
Mstep: Class 4 contains 46855 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24753 members 
Mstep: Class 7 contains 49924 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47055 members 
Mstep: Class 10 contains 42333 members 
Mstep: Class 11 contains 47000 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 13 contains 40144 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1253 members 
Mstep: Class 16 contains 44470 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47931 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43146 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50266 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241328.000000 Penalty: 79364.328125
Iteration 325Q: 25 clusters Score -1.112413e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38695 members 
Mstep: Class 2 contains 41644 members 
Mstep: Class 3 contains 44646 members 
Mstep: Class 4 contains 46851 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24750 members 
Mstep: Class 7 contains 49907 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47060 members 
Mstep: Class 10 contains 42344 members 
Mstep: Class 11 contains 47001 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 40152 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1253 members 
Mstep: Class 16 contains 44468 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47910 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43165 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50281 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241296.000000 Penalty: 79364.328125
Iteration 326Q: 25 clusters Score -1.112413e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 41650 members 
Mstep: Class 3 contains 44629 members 
Mstep: Class 4 contains 46860 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24747 members 
Mstep: Class 7 contains 49906 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47055 members 
Mstep: Class 10 contains 42360 members 
Mstep: Class 11 contains 46999 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 40154 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1253 members 
Mstep: Class 16 contains 44465 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47897 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43174 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50280 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241320.000000 Penalty: 79364.328125
Iteration 327Q: 25 clusters Score -1.112413e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 41653 members 
Mstep: Class 3 contains 44624 members 
Mstep: Class 4 contains 46867 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24742 members 
Mstep: Class 7 contains 49930 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47042 members 
Mstep: Class 10 contains 42364 members 
Mstep: Class 11 contains 46999 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 40157 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1253 members 
Mstep: Class 16 contains 44468 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47856 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43182 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50286 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241472.000000 Penalty: 79364.328125
Iteration 328Q: 25 clusters Score -1.112415e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 41652 members 
Mstep: Class 3 contains 44602 members 
Mstep: Class 4 contains 46864 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24744 members 
Mstep: Class 7 contains 49935 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47055 members 
Mstep: Class 10 contains 42365 members 
Mstep: Class 11 contains 47000 members 
Mstep: Class 12 contains 1313 members 
Mstep: Class 13 contains 40171 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1253 members 
Mstep: Class 16 contains 44459 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47835 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43196 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50294 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241424.000000 Penalty: 79364.328125
Iteration 329Q: 25 clusters Score -1.112414e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38713 members 
Mstep: Class 2 contains 41646 members 
Mstep: Class 3 contains 44597 members 
Mstep: Class 4 contains 46873 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24739 members 
Mstep: Class 7 contains 49927 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47080 members 
Mstep: Class 10 contains 42361 members 
Mstep: Class 11 contains 47007 members 
Mstep: Class 12 contains 1313 members 
Mstep: Class 13 contains 40168 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1253 members 
Mstep: Class 16 contains 44447 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47812 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43200 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50303 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241488.000000 Penalty: 79364.328125
Iteration 330Q: 25 clusters Score -1.112415e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38697 members 
Mstep: Class 2 contains 41634 members 
Mstep: Class 3 contains 44610 members 
Mstep: Class 4 contains 46875 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24743 members 
Mstep: Class 7 contains 49904 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47109 members 
Mstep: Class 10 contains 42364 members 
Mstep: Class 11 contains 47005 members 
Mstep: Class 12 contains 1313 members 
Mstep: Class 13 contains 40173 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1253 members 
Mstep: Class 16 contains 44450 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47792 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43217 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50300 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241464.000000 Penalty: 79364.328125
Iteration 331Q: 25 clusters Score -1.112415e+08 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38680 members 
Mstep: Class 2 contains 41623 members 
Mstep: Class 3 contains 44613 members 
Mstep: Class 4 contains 46873 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24742 members 
Mstep: Class 7 contains 49933 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47107 members 
Mstep: Class 10 contains 42359 members 
Mstep: Class 11 contains 47005 members 
Mstep: Class 12 contains 1313 members 
Mstep: Class 13 contains 40183 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1253 members 
Mstep: Class 16 contains 44454 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47770 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43232 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50299 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241568.000000 Penalty: 79364.328125
Iteration 332Q: 25 clusters Score -1.112416e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 41625 members 
Mstep: Class 3 contains 44612 members 
Mstep: Class 4 contains 46872 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24744 members 
Mstep: Class 7 contains 49952 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47102 members 
Mstep: Class 10 contains 42355 members 
Mstep: Class 11 contains 47000 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 40186 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1253 members 
Mstep: Class 16 contains 44459 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47764 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43236 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50304 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241616.000000 Penalty: 79364.328125
Iteration 333Q: 25 clusters Score -1.112416e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 41623 members 
Mstep: Class 3 contains 44601 members 
Mstep: Class 4 contains 46854 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24744 members 
Mstep: Class 7 contains 49951 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47106 members 
Mstep: Class 10 contains 42358 members 
Mstep: Class 11 contains 47003 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 40189 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1253 members 
Mstep: Class 16 contains 44457 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47779 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43241 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50312 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241584.000000 Penalty: 79364.328125
Iteration 334Q: 25 clusters Score -1.112416e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38651 members 
Mstep: Class 2 contains 41624 members 
Mstep: Class 3 contains 44594 members 
Mstep: Class 4 contains 46858 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24743 members 
Mstep: Class 7 contains 49963 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47104 members 
Mstep: Class 10 contains 42363 members 
Mstep: Class 11 contains 47009 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 13 contains 40193 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1253 members 
Mstep: Class 16 contains 44450 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47778 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43244 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50301 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241608.000000 Penalty: 79364.328125
Iteration 335Q: 25 clusters Score -1.112416e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38641 members 
Mstep: Class 2 contains 41617 members 
Mstep: Class 3 contains 44584 members 
Mstep: Class 4 contains 46856 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24743 members 
Mstep: Class 7 contains 49967 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47104 members 
Mstep: Class 10 contains 42372 members 
Mstep: Class 11 contains 47005 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 13 contains 40205 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1253 members 
Mstep: Class 16 contains 44452 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47783 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43247 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50299 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241600.000000 Penalty: 79364.328125
Iteration 336Q: 25 clusters Score -1.112416e+08 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 41610 members 
Mstep: Class 3 contains 44586 members 
Mstep: Class 4 contains 46875 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24740 members 
Mstep: Class 7 contains 49961 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47121 members 
Mstep: Class 10 contains 42371 members 
Mstep: Class 11 contains 47017 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 13 contains 40208 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1253 members 
Mstep: Class 16 contains 44443 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47772 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43248 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50294 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241648.000000 Penalty: 79364.328125
Iteration 337Q: 25 clusters Score -1.112416e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 41610 members 
Mstep: Class 3 contains 44590 members 
Mstep: Class 4 contains 46877 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24735 members 
Mstep: Class 7 contains 49967 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47115 members 
Mstep: Class 10 contains 42371 members 
Mstep: Class 11 contains 47023 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 13 contains 40211 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1253 members 
Mstep: Class 16 contains 44452 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47762 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43242 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50300 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241648.000000 Penalty: 79364.328125
Iteration 338Q: 25 clusters Score -1.112416e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 41610 members 
Mstep: Class 3 contains 44588 members 
Mstep: Class 4 contains 46886 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24731 members 
Mstep: Class 7 contains 49962 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47110 members 
Mstep: Class 10 contains 42375 members 
Mstep: Class 11 contains 47026 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 13 contains 40217 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1253 members 
Mstep: Class 16 contains 44458 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47755 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43245 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50302 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241592.000000 Penalty: 79364.328125
Iteration 339Q: 25 clusters Score -1.112416e+08 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 41613 members 
Mstep: Class 3 contains 44589 members 
Mstep: Class 4 contains 46882 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24726 members 
Mstep: Class 7 contains 49950 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47119 members 
Mstep: Class 10 contains 42379 members 
Mstep: Class 11 contains 47016 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 13 contains 40218 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1253 members 
Mstep: Class 16 contains 44463 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47753 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43243 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50315 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241472.000000 Penalty: 79364.328125
Iteration 340F: 25 clusters Score -1.112415e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 41613 members 
Mstep: Class 3 contains 44586 members 
Mstep: Class 4 contains 46886 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24730 members 
Mstep: Class 7 contains 49950 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47120 members 
Mstep: Class 10 contains 42384 members 
Mstep: Class 11 contains 47004 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 13 contains 40218 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1253 members 
Mstep: Class 16 contains 44470 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47740 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43244 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50324 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241488.000000 Penalty: 79364.328125
Iteration 341Q: 25 clusters Score -1.112415e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 41614 members 
Mstep: Class 3 contains 44587 members 
Mstep: Class 4 contains 46886 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24728 members 
Mstep: Class 7 contains 49952 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47124 members 
Mstep: Class 10 contains 42389 members 
Mstep: Class 11 contains 46993 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 13 contains 40224 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1253 members 
Mstep: Class 16 contains 44471 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47733 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43244 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50332 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241488.000000 Penalty: 79364.328125
Iteration 342Q: 25 clusters Score -1.112415e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 41615 members 
Mstep: Class 3 contains 44592 members 
Mstep: Class 4 contains 46879 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24727 members 
Mstep: Class 7 contains 49967 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47123 members 
Mstep: Class 10 contains 42392 members 
Mstep: Class 11 contains 46987 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 13 contains 40224 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1253 members 
Mstep: Class 16 contains 44478 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47720 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43247 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50334 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241560.000000 Penalty: 79364.328125
Iteration 343Q: 25 clusters Score -1.112416e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 41615 members 
Mstep: Class 3 contains 44585 members 
Mstep: Class 4 contains 46879 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24724 members 
Mstep: Class 7 contains 49965 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47126 members 
Mstep: Class 10 contains 42395 members 
Mstep: Class 11 contains 46998 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 13 contains 40221 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1253 members 
Mstep: Class 16 contains 44482 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47711 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43258 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50344 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241560.000000 Penalty: 79364.328125
Iteration 344Q: 25 clusters Score -1.112416e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 41616 members 
Mstep: Class 3 contains 44589 members 
Mstep: Class 4 contains 46879 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24717 members 
Mstep: Class 7 contains 49959 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47124 members 
Mstep: Class 10 contains 42393 members 
Mstep: Class 11 contains 47007 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 13 contains 40223 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1253 members 
Mstep: Class 16 contains 44486 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47704 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43266 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50354 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241552.000000 Penalty: 79364.328125
Iteration 345Q: 25 clusters Score -1.112416e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38550 members 
Mstep: Class 2 contains 41619 members 
Mstep: Class 3 contains 44595 members 
Mstep: Class 4 contains 46876 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24716 members 
Mstep: Class 7 contains 49962 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47108 members 
Mstep: Class 10 contains 42389 members 
Mstep: Class 11 contains 47016 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 13 contains 40227 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1253 members 
Mstep: Class 16 contains 44484 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47703 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43274 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50356 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241560.000000 Penalty: 79364.328125
Iteration 346Q: 25 clusters Score -1.112416e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38542 members 
Mstep: Class 2 contains 41626 members 
Mstep: Class 3 contains 44605 members 
Mstep: Class 4 contains 46867 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24713 members 
Mstep: Class 7 contains 49951 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47124 members 
Mstep: Class 10 contains 42389 members 
Mstep: Class 11 contains 47016 members 
Mstep: Class 12 contains 1309 members 
Mstep: Class 13 contains 40232 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1253 members 
Mstep: Class 16 contains 44476 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47693 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43277 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50366 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241392.000000 Penalty: 79364.328125
Iteration 347Q: 25 clusters Score -1.112414e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 41632 members 
Mstep: Class 3 contains 44621 members 
Mstep: Class 4 contains 46858 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24713 members 
Mstep: Class 7 contains 49929 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47122 members 
Mstep: Class 10 contains 42390 members 
Mstep: Class 11 contains 47009 members 
Mstep: Class 12 contains 1309 members 
Mstep: Class 13 contains 40243 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1253 members 
Mstep: Class 16 contains 44479 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47689 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43285 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50375 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241368.000000 Penalty: 79364.328125
Iteration 348Q: 25 clusters Score -1.112414e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38529 members 
Mstep: Class 2 contains 41628 members 
Mstep: Class 3 contains 44629 members 
Mstep: Class 4 contains 46866 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24715 members 
Mstep: Class 7 contains 49914 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47123 members 
Mstep: Class 10 contains 42394 members 
Mstep: Class 11 contains 46996 members 
Mstep: Class 12 contains 1309 members 
Mstep: Class 13 contains 40245 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1253 members 
Mstep: Class 16 contains 44472 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47684 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43297 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50385 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241368.000000 Penalty: 79364.328125
Iteration 349Q: 25 clusters Score -1.112414e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 41631 members 
Mstep: Class 3 contains 44637 members 
Mstep: Class 4 contains 46868 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24719 members 
Mstep: Class 7 contains 49902 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47126 members 
Mstep: Class 10 contains 42392 members 
Mstep: Class 11 contains 46987 members 
Mstep: Class 12 contains 1309 members 
Mstep: Class 13 contains 40241 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1253 members 
Mstep: Class 16 contains 44464 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47690 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43303 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50393 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241456.000000 Penalty: 79364.328125
Iteration 350Q: 25 clusters Score -1.112415e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38520 members 
Mstep: Class 2 contains 41631 members 
Mstep: Class 3 contains 44648 members 
Mstep: Class 4 contains 46873 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24717 members 
Mstep: Class 7 contains 49905 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47119 members 
Mstep: Class 10 contains 42396 members 
Mstep: Class 11 contains 46982 members 
Mstep: Class 12 contains 1309 members 
Mstep: Class 13 contains 40245 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1253 members 
Mstep: Class 16 contains 44458 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47666 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43310 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50407 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241480.000000 Penalty: 79364.328125
Iteration 351Q: 25 clusters Score -1.112415e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38510 members 
Mstep: Class 2 contains 41630 members 
Mstep: Class 3 contains 44655 members 
Mstep: Class 4 contains 46882 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24718 members 
Mstep: Class 7 contains 49889 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47117 members 
Mstep: Class 10 contains 42398 members 
Mstep: Class 11 contains 46982 members 
Mstep: Class 12 contains 1309 members 
Mstep: Class 13 contains 40250 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1253 members 
Mstep: Class 16 contains 44462 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47659 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43317 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50408 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241432.000000 Penalty: 79364.328125
Iteration 352Q: 25 clusters Score -1.112414e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 41633 members 
Mstep: Class 3 contains 44657 members 
Mstep: Class 4 contains 46884 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24718 members 
Mstep: Class 7 contains 49874 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47106 members 
Mstep: Class 10 contains 42391 members 
Mstep: Class 11 contains 46978 members 
Mstep: Class 12 contains 1309 members 
Mstep: Class 13 contains 40255 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1253 members 
Mstep: Class 16 contains 44462 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47663 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43320 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50431 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241384.000000 Penalty: 79364.328125
Iteration 353Q: 25 clusters Score -1.112414e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 41638 members 
Mstep: Class 3 contains 44655 members 
Mstep: Class 4 contains 46892 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24718 members 
Mstep: Class 7 contains 49887 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47095 members 
Mstep: Class 10 contains 42389 members 
Mstep: Class 11 contains 46974 members 
Mstep: Class 12 contains 1309 members 
Mstep: Class 13 contains 40257 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1253 members 
Mstep: Class 16 contains 44455 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47653 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43322 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50444 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241528.000000 Penalty: 79364.328125
Iteration 354Q: 25 clusters Score -1.112415e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 41637 members 
Mstep: Class 3 contains 44656 members 
Mstep: Class 4 contains 46909 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24715 members 
Mstep: Class 7 contains 49875 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47093 members 
Mstep: Class 10 contains 42391 members 
Mstep: Class 11 contains 46971 members 
Mstep: Class 12 contains 1310 members 
Mstep: Class 13 contains 40252 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1253 members 
Mstep: Class 16 contains 44450 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47640 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43324 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50464 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241576.000000 Penalty: 79364.328125
Iteration 355Q: 25 clusters Score -1.112416e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 41638 members 
Mstep: Class 3 contains 44664 members 
Mstep: Class 4 contains 46927 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24712 members 
Mstep: Class 7 contains 49887 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47073 members 
Mstep: Class 10 contains 42398 members 
Mstep: Class 11 contains 46967 members 
Mstep: Class 12 contains 1310 members 
Mstep: Class 13 contains 40251 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1253 members 
Mstep: Class 16 contains 44447 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47618 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43318 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50477 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241696.000000 Penalty: 79364.328125
Iteration 356Q: 25 clusters Score -1.112417e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 41634 members 
Mstep: Class 3 contains 44666 members 
Mstep: Class 4 contains 46931 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24715 members 
Mstep: Class 7 contains 49911 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47061 members 
Mstep: Class 10 contains 42402 members 
Mstep: Class 11 contains 46973 members 
Mstep: Class 12 contains 1310 members 
Mstep: Class 13 contains 40257 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1253 members 
Mstep: Class 16 contains 44436 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47614 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43313 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50473 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241656.000000 Penalty: 79364.328125
Iteration 357Q: 25 clusters Score -1.112417e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 41635 members 
Mstep: Class 3 contains 44661 members 
Mstep: Class 4 contains 46927 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24715 members 
Mstep: Class 7 contains 49921 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47054 members 
Mstep: Class 10 contains 42407 members 
Mstep: Class 11 contains 46976 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 13 contains 40259 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1254 members 
Mstep: Class 16 contains 44434 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47611 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43313 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50467 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241656.000000 Penalty: 79364.328125
Iteration 358Q: 25 clusters Score -1.112417e+08 nChanged 158
Entering ConstructFrom: 
Score: -111241656.000000 Penalty: 79364.328125
Entering ConstructFrom: 
Trying to split cluster 1 (38488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38488 members 
Entering Unmasked Estep 
Score: -6984627.500000 Penalty: 2618.409180
	Iteration 0F: 2 clusters Score -6984628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19425 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -6958632.500000 Penalty: 5236.818359
	Iteration 0F: 3 clusters Score -6958632 nChanged 17582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -6968196.000000 Penalty: 5236.818359
	Iteration 1F: 3 clusters Score -6968196 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -6968708.500000 Penalty: 5236.818359
	Iteration 2Q: 3 clusters Score -6968708 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -6969285.500000 Penalty: 5236.818359
	Iteration 3Q: 3 clusters Score -6969286 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -6970087.500000 Penalty: 5236.818359
	Iteration 4Q: 3 clusters Score -6970088 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -6971185.500000 Penalty: 5236.818359
	Iteration 5F: 3 clusters Score -6971186 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -6973003.500000 Penalty: 5236.818359
	Iteration 6F: 3 clusters Score -6973004 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -6975387.000000 Penalty: 5236.818359
	Iteration 7F: 3 clusters Score -6975387 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -6977680.500000 Penalty: 5236.818359
	Iteration 8F: 3 clusters Score -6977680 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -6979535.500000 Penalty: 5236.818359
	Iteration 9F: 3 clusters Score -6979536 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36282 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -6980762.000000 Penalty: 5236.818359
	Iteration 10Q: 3 clusters Score -6980762 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -6981487.000000 Penalty: 5236.818359
	Iteration 11Q: 3 clusters Score -6981487 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -6981854.000000 Penalty: 5236.818359
	Iteration 12Q: 3 clusters Score -6981854 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -6982056.500000 Penalty: 5236.818359
	Iteration 13Q: 3 clusters Score -6982056 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -6982157.000000 Penalty: 5236.818359
	Iteration 14Q: 3 clusters Score -6982157 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -6982220.500000 Penalty: 5236.818359
	Iteration 15Q: 3 clusters Score -6982220 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6982269.000000 Penalty: 5236.818359
	Iteration 16Q: 3 clusters Score -6982269 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -6982319.500000 Penalty: 5236.818359
	Iteration 17Q: 3 clusters Score -6982320 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -6982338.500000 Penalty: 5236.818359
	Iteration 18Q: 3 clusters Score -6982338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -6982347.000000 Penalty: 5236.818359
	Iteration 19Q: 3 clusters Score -6982347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -6982348.000000 Penalty: 5236.818359
	Iteration 20F: 3 clusters Score -6982348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -6982358.000000 Penalty: 5236.818359
	Iteration 21Q: 3 clusters Score -6982358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38092 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -6982359.000000 Penalty: 5236.818359
	Iteration 22Q: 3 clusters Score -6982359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38096 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -6982365.000000 Penalty: 5236.818359
	Iteration 23Q: 3 clusters Score -6982365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38101 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -6982366.000000 Penalty: 5236.818359
	Iteration 24Q: 3 clusters Score -6982366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -6982374.500000 Penalty: 5236.818359
	Iteration 25Q: 3 clusters Score -6982374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6982376.500000 Penalty: 5236.818359
	Iteration 26Q: 3 clusters Score -6982376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6982378.000000 Penalty: 5236.818359
	Iteration 27Q: 3 clusters Score -6982378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6982378.000000 Penalty: 5236.818359
	Iteration 28F: 3 clusters Score -6982378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Entering Unmasked Estep 
Score: -7640826.000000 Penalty: 2637.924561
	Iteration 0F: 2 clusters Score -7640826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -7613029.000000 Penalty: 5275.849121
	Iteration 0F: 3 clusters Score -7613029 nChanged 19158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -7623233.500000 Penalty: 5275.849121
	Iteration 1F: 3 clusters Score -7623234 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -7623665.000000 Penalty: 5275.849121
	Iteration 2Q: 3 clusters Score -7623665 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -7623975.500000 Penalty: 5275.849121
	Iteration 3Q: 3 clusters Score -7623976 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -7624193.000000 Penalty: 5275.849121
	Iteration 4Q: 3 clusters Score -7624193 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -7624460.500000 Penalty: 5275.849121
	Iteration 5Q: 3 clusters Score -7624460 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -7624768.500000 Penalty: 5275.849121
	Iteration 6Q: 3 clusters Score -7624768 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -7625216.500000 Penalty: 5275.849121
	Iteration 7Q: 3 clusters Score -7625216 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -7625756.000000 Penalty: 5275.849121
	Iteration 8Q: 3 clusters Score -7625756 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -7626675.000000 Penalty: 5275.849121
	Iteration 9Q: 3 clusters Score -7626675 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -7628020.500000 Penalty: 5275.849121
	Iteration 10F: 3 clusters Score -7628020 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -7629963.500000 Penalty: 5275.849121
	Iteration 11F: 3 clusters Score -7629964 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -7632455.500000 Penalty: 5275.849121
	Iteration 12F: 3 clusters Score -7632456 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -7634909.000000 Penalty: 5275.849121
	Iteration 13F: 3 clusters Score -7634909 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7636750 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 35009 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7637580 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7637928 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -7638120.500000 Penalty: 5275.849121
	Iteration 17Q: 3 clusters Score -7638120 nChanged 381
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -7638232.000000 Penalty: 5275.849121
	Iteration 18Q: 3 clusters Score -7638232 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 36661 members 
Entering Unmasked Estep 
Score: -7638342.000000 Penalty: 5275.849121
	Iteration 19Q: 3 clusters Score -7638342 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -7638420.000000 Penalty: 5275.849121
	Iteration 20F: 3 clusters Score -7638420 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
Score: -7638470.000000 Penalty: 5275.849121
	Iteration 21Q: 3 clusters Score -7638470 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -7638538.500000 Penalty: 5275.849121
	Iteration 22Q: 3 clusters Score -7638538 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -7638598.000000 Penalty: 5275.849121
	Iteration 23Q: 3 clusters Score -7638598 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -7638601.500000 Penalty: 5275.849121
	Iteration 24Q: 3 clusters Score -7638602 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 38146 members 
Entering Unmasked Estep 
Score: -7638654.500000 Penalty: 5275.849121
	Iteration 25Q: 3 clusters Score -7638654 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 38293 members 
Entering Unmasked Estep 
Score: -7638667.500000 Penalty: 5275.849121
	Iteration 26Q: 3 clusters Score -7638668 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 38422 members 
Entering Unmasked Estep 
Score: -7638715.000000 Penalty: 5275.849121
	Iteration 27Q: 3 clusters Score -7638715 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -7638728.500000 Penalty: 5275.849121
	Iteration 28Q: 3 clusters Score -7638728 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -7638744.500000 Penalty: 5275.849121
	Iteration 29Q: 3 clusters Score -7638744 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -7638744.000000 Penalty: 5275.849121
	Iteration 30Q: 3 clusters Score -7638744 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 38802 members 
Entering Unmasked Estep 
Score: -7638768.000000 Penalty: 5275.849121
	Iteration 31Q: 3 clusters Score -7638768 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 38909 members 
Entering Unmasked Estep 
Score: -7638768.000000 Penalty: 5275.849121
	Iteration 32Q: 3 clusters Score -7638768 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 38993 members 
Entering Unmasked Estep 
Score: -7638790.000000 Penalty: 5275.849121
	Iteration 33Q: 3 clusters Score -7638790 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -7638804.500000 Penalty: 5275.849121
	Iteration 34Q: 3 clusters Score -7638804 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -7638805.000000 Penalty: 5275.849121
	Iteration 35Q: 3 clusters Score -7638805 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 39220 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7638815 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -7638834.500000 Penalty: 5275.849121
	Iteration 37Q: 3 clusters Score -7638834 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7638857 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -7638883.000000 Penalty: 5275.849121
	Iteration 39Q: 3 clusters Score -7638883 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 39448 members 
Entering Unmasked Estep 
Score: -7638888.000000 Penalty: 5275.849121
	Iteration 40F: 3 clusters Score -7638888 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 39502 members 
Entering Unmasked Estep 
Score: -7638897.500000 Penalty: 5275.849121
	Iteration 41Q: 3 clusters Score -7638898 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -7638901.000000 Penalty: 5275.849121
	Iteration 42Q: 3 clusters Score -7638901 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -7638896.000000 Penalty: 5275.849121
	Iteration 43Q: 3 clusters Score -7638896 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -7638907.000000 Penalty: 5275.849121
	Iteration 44Q: 3 clusters Score -7638907 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -7638926.500000 Penalty: 5275.849121
	Iteration 45Q: 3 clusters Score -7638926 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -7638924.000000 Penalty: 5275.849121
	Iteration 46Q: 3 clusters Score -7638924 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 39736 members 
Entering Unmasked Estep 
Score: -7638934.500000 Penalty: 5275.849121
	Iteration 47Q: 3 clusters Score -7638934 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 39751 members 
Entering Unmasked Estep 
Score: -7638944.000000 Penalty: 5275.849121
	Iteration 48Q: 3 clusters Score -7638944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -7638945.000000 Penalty: 5275.849121
	Iteration 49Q: 3 clusters Score -7638945 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -7638949.500000 Penalty: 5275.849121
	Iteration 50Q: 3 clusters Score -7638950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -7638954.500000 Penalty: 5275.849121
	Iteration 51Q: 3 clusters Score -7638954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 39781 members 
Entering Unmasked Estep 
Score: -7638947.500000 Penalty: 5275.849121
	Iteration 52Q: 3 clusters Score -7638948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -7638940.000000 Penalty: 5275.849121
	Iteration 53Q: 3 clusters Score -7638940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 39795 members 
Entering Unmasked Estep 
Score: -7638952.000000 Penalty: 5275.849121
	Iteration 54Q: 3 clusters Score -7638952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 39803 members 
Entering Unmasked Estep 
Score: -7638955.000000 Penalty: 5275.849121
	Iteration 55Q: 3 clusters Score -7638955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 39810 members 
Entering Unmasked Estep 
Score: -7638955.000000 Penalty: 5275.849121
	Iteration 56Q: 3 clusters Score -7638955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -7638958.500000 Penalty: 5275.849121
	Iteration 57Q: 3 clusters Score -7638958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 39822 members 
Entering Unmasked Estep 
Score: -7638956.500000 Penalty: 5275.849121
	Iteration 58Q: 3 clusters Score -7638956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 39830 members 
Entering Unmasked Estep 
Score: -7638958.000000 Penalty: 5275.849121
	Iteration 59Q: 3 clusters Score -7638958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -7638962.500000 Penalty: 5275.849121
	Iteration 60F: 3 clusters Score -7638962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 39849 members 
Entering Unmasked Estep 
Score: -7638959.500000 Penalty: 5275.849121
	Iteration 61Q: 3 clusters Score -7638960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -7638959.500000 Penalty: 5275.849121
	Iteration 62Q: 3 clusters Score -7638960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -7638968.000000 Penalty: 5275.849121
	Iteration 63Q: 3 clusters Score -7638968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -7638964.500000 Penalty: 5275.849121
	Iteration 64Q: 3 clusters Score -7638964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -7638967.500000 Penalty: 5275.849121
	Iteration 65Q: 3 clusters Score -7638968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 39925 members 
Entering Unmasked Estep 
Score: -7638963.000000 Penalty: 5275.849121
	Iteration 66Q: 3 clusters Score -7638963 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 39938 members 
Entering Unmasked Estep 
Score: -7638981.500000 Penalty: 5275.849121
	Iteration 67Q: 3 clusters Score -7638982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 39951 members 
Entering Unmasked Estep 
Score: -7638965.000000 Penalty: 5275.849121
	Iteration 68Q: 3 clusters Score -7638965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -7638965.000000 Penalty: 5275.849121
	Iteration 69Q: 3 clusters Score -7638965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 39966 members 
Entering Unmasked Estep 
Score: -7638965.500000 Penalty: 5275.849121
	Iteration 70Q: 3 clusters Score -7638966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 39973 members 
Entering Unmasked Estep 
Score: -7638969.500000 Penalty: 5275.849121
	Iteration 71Q: 3 clusters Score -7638970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 39986 members 
Entering Unmasked Estep 
Score: -7638960.000000 Penalty: 5275.849121
	Iteration 72Q: 3 clusters Score -7638960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 40001 members 
Entering Unmasked Estep 
Score: -7638967.500000 Penalty: 5275.849121
	Iteration 73Q: 3 clusters Score -7638968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 40015 members 
Entering Unmasked Estep 
Score: -7638958.000000 Penalty: 5275.849121
	Iteration 74Q: 3 clusters Score -7638958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 40025 members 
Entering Unmasked Estep 
Score: -7638965.500000 Penalty: 5275.849121
	Iteration 75Q: 3 clusters Score -7638966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -7638965.000000 Penalty: 5275.849121
	Iteration 76Q: 3 clusters Score -7638965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -7638971.000000 Penalty: 5275.849121
	Iteration 77Q: 3 clusters Score -7638971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 40063 members 
Entering Unmasked Estep 
Score: -7638969.500000 Penalty: 5275.849121
	Iteration 78Q: 3 clusters Score -7638970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -7638986.000000 Penalty: 5275.849121
	Iteration 79Q: 3 clusters Score -7638986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -7638979.500000 Penalty: 5275.849121
	Iteration 80F: 3 clusters Score -7638980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 40091 members 
Entering Unmasked Estep 
Score: -7638980.500000 Penalty: 5275.849121
	Iteration 81Q: 3 clusters Score -7638980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -7638985.500000 Penalty: 5275.849121
	Iteration 82Q: 3 clusters Score -7638986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -7638978.500000 Penalty: 5275.849121
	Iteration 83Q: 3 clusters Score -7638978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 40107 members 
Entering Unmasked Estep 
Score: -7638977.000000 Penalty: 5275.849121
	Iteration 84Q: 3 clusters Score -7638977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 40114 members 
Entering Unmasked Estep 
Score: -7638971.500000 Penalty: 5275.849121
	Iteration 85Q: 3 clusters Score -7638972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -7638972.500000 Penalty: 5275.849121
	Iteration 86Q: 3 clusters Score -7638972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -7638971.500000 Penalty: 5275.849121
	Iteration 87Q: 3 clusters Score -7638972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -7638977.000000 Penalty: 5275.849121
	Iteration 88Q: 3 clusters Score -7638977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -7638983.000000 Penalty: 5275.849121
	Iteration 89Q: 3 clusters Score -7638983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -7638985.500000 Penalty: 5275.849121
	Iteration 90Q: 3 clusters Score -7638986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
Score: -7638991.000000 Penalty: 5275.849121
	Iteration 91Q: 3 clusters Score -7638991 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 40131 members 
Entering Unmasked Estep 
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	Iteration 92F: 3 clusters Score -7638991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (44661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44661 members 
Entering Unmasked Estep 
Score: -8224297.000000 Penalty: 2655.300293
	Iteration 0F: 2 clusters Score -8224297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -8195385.500000 Penalty: 5310.600586
	Iteration 0F: 3 clusters Score -8195386 nChanged 20467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -8206599.000000 Penalty: 5310.600586
	Iteration 1F: 3 clusters Score -8206599 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -8207005.000000 Penalty: 5310.600586
	Iteration 2Q: 3 clusters Score -8207005 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24252 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -8207362.500000 Penalty: 5310.600586
	Iteration 3Q: 3 clusters Score -8207362 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -8207768.000000 Penalty: 5310.600586
	Iteration 4Q: 3 clusters Score -8207768 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -8208362.500000 Penalty: 5310.600586
	Iteration 5Q: 3 clusters Score -8208362 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -8209331.000000 Penalty: 5310.600586
	Iteration 6Q: 3 clusters Score -8209331 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -8210949.000000 Penalty: 5310.600586
	Iteration 7F: 3 clusters Score -8210949 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -8213375.500000 Penalty: 5310.600586
	Iteration 8F: 3 clusters Score -8213376 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37957 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -8216553.500000 Penalty: 5310.600586
	Iteration 9F: 3 clusters Score -8216554 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -8219408.500000 Penalty: 5310.600586
	Iteration 10F: 3 clusters Score -8219408 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -8221011.500000 Penalty: 5310.600586
	Iteration 11Q: 3 clusters Score -8221012 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44083 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -8221657.500000 Penalty: 5310.600586
	Iteration 12Q: 3 clusters Score -8221658 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -8221847.000000 Penalty: 5310.600586
	Iteration 13Q: 3 clusters Score -8221847 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8221933.000000 Penalty: 5310.600586
	Iteration 14Q: 3 clusters Score -8221933 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44443 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -8221974.500000 Penalty: 5310.600586
	Iteration 15Q: 3 clusters Score -8221974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44455 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -8221986.000000 Penalty: 5310.600586
	Iteration 16Q: 3 clusters Score -8221986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8221990.000000 Penalty: 5310.600586
	Iteration 17Q: 3 clusters Score -8221990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -8222006.000000 Penalty: 5310.600586
	Iteration 18Q: 3 clusters Score -8222006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8222010.500000 Penalty: 5310.600586
	Iteration 19Q: 3 clusters Score -8222010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8222008.500000 Penalty: 5310.600586
	Iteration 20F: 3 clusters Score -8222008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44464 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -8222009.500000 Penalty: 5310.600586
	Iteration 21Q: 3 clusters Score -8222010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -8222015.000000 Penalty: 5310.600586
	Iteration 22Q: 3 clusters Score -8222015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44467 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -8222026.000000 Penalty: 5310.600586
	Iteration 23Q: 3 clusters Score -8222026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -8222030.500000 Penalty: 5310.600586
	Iteration 24Q: 3 clusters Score -8222030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -8222030.500000 Penalty: 5310.600586
	Iteration 25F: 3 clusters Score -8222030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46917 members 
Entering Unmasked Estep 
Score: -8591460.000000 Penalty: 2667.521484
	Iteration 0F: 2 clusters Score -8591460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -8561500.000000 Penalty: 5335.042969
	Iteration 0F: 3 clusters Score -8561500 nChanged 21716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -8573415.000000 Penalty: 5335.042969
	Iteration 1F: 3 clusters Score -8573415 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23901 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -8573978.000000 Penalty: 5335.042969
	Iteration 2Q: 3 clusters Score -8573978 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -8574501.000000 Penalty: 5335.042969
	Iteration 3Q: 3 clusters Score -8574501 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -8575108.000000 Penalty: 5335.042969
	Iteration 4Q: 3 clusters Score -8575108 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -8575733.000000 Penalty: 5335.042969
	Iteration 5Q: 3 clusters Score -8575733 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -8576495.000000 Penalty: 5335.042969
	Iteration 6Q: 3 clusters Score -8576495 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -8577405.000000 Penalty: 5335.042969
	Iteration 7Q: 3 clusters Score -8577405 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -8578394.000000 Penalty: 5335.042969
	Iteration 8Q: 3 clusters Score -8578394 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -8579697.000000 Penalty: 5335.042969
	Iteration 9Q: 3 clusters Score -8579697 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -8581064.000000 Penalty: 5335.042969
	Iteration 10F: 3 clusters Score -8581064 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -8582689.000000 Penalty: 5335.042969
	Iteration 11F: 3 clusters Score -8582689 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -8584096.000000 Penalty: 5335.042969
	Iteration 12F: 3 clusters Score -8584096 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -8585018.000000 Penalty: 5335.042969
	Iteration 13Q: 3 clusters Score -8585018 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -8585454.000000 Penalty: 5335.042969
	Iteration 14Q: 3 clusters Score -8585454 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -8585668.000000 Penalty: 5335.042969
	Iteration 15Q: 3 clusters Score -8585668 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -8585806.000000 Penalty: 5335.042969
	Iteration 16Q: 3 clusters Score -8585806 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -8585922.000000 Penalty: 5335.042969
	Iteration 17Q: 3 clusters Score -8585922 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -8586009.000000 Penalty: 5335.042969
	Iteration 18Q: 3 clusters Score -8586009 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -8586092.000000 Penalty: 5335.042969
	Iteration 19Q: 3 clusters Score -8586092 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -8586149.000000 Penalty: 5335.042969
	Iteration 20F: 3 clusters Score -8586149 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -8586173.000000 Penalty: 5335.042969
	Iteration 21Q: 3 clusters Score -8586173 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -8586185.000000 Penalty: 5335.042969
	Iteration 22Q: 3 clusters Score -8586185 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -8586207.000000 Penalty: 5335.042969
	Iteration 23Q: 3 clusters Score -8586207 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -8586278.000000 Penalty: 5335.042969
	Iteration 24Q: 3 clusters Score -8586278 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -8586280.000000 Penalty: 5335.042969
	Iteration 25Q: 3 clusters Score -8586280 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -8586313.000000 Penalty: 5335.042969
	Iteration 26Q: 3 clusters Score -8586313 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -8586363.000000 Penalty: 5335.042969
	Iteration 27Q: 3 clusters Score -8586363 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -8586382.000000 Penalty: 5335.042969
	Iteration 28Q: 3 clusters Score -8586382 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -8586452.000000 Penalty: 5335.042969
	Iteration 29Q: 3 clusters Score -8586452 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -8586462.000000 Penalty: 5335.042969
	Iteration 30Q: 3 clusters Score -8586462 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25811 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -8586464.000000 Penalty: 5335.042969
	Iteration 31Q: 3 clusters Score -8586464 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -8586476.000000 Penalty: 5335.042969
	Iteration 32Q: 3 clusters Score -8586476 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -8586479.000000 Penalty: 5335.042969
	Iteration 33Q: 3 clusters Score -8586479 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25671 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -8586487.000000 Penalty: 5335.042969
	Iteration 34Q: 3 clusters Score -8586487 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -8586509.000000 Penalty: 5335.042969
	Iteration 35Q: 3 clusters Score -8586509 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -8586566.000000 Penalty: 5335.042969
	Iteration 36Q: 3 clusters Score -8586566 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -8586586.000000 Penalty: 5335.042969
	Iteration 37Q: 3 clusters Score -8586586 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -8586635.000000 Penalty: 5335.042969
	Iteration 38Q: 3 clusters Score -8586635 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -8586666.000000 Penalty: 5335.042969
	Iteration 39Q: 3 clusters Score -8586666 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -8586673.000000 Penalty: 5335.042969
	Iteration 40F: 3 clusters Score -8586673 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -8586679.000000 Penalty: 5335.042969
	Iteration 41Q: 3 clusters Score -8586679 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -8586671.000000 Penalty: 5335.042969
	Iteration 42Q: 3 clusters Score -8586671 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -8586693.000000 Penalty: 5335.042969
	Iteration 43Q: 3 clusters Score -8586693 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -8586710.000000 Penalty: 5335.042969
	Iteration 44Q: 3 clusters Score -8586710 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
Score: -8586743.000000 Penalty: 5335.042969
	Iteration 45Q: 3 clusters Score -8586743 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -8586763.000000 Penalty: 5335.042969
	Iteration 46Q: 3 clusters Score -8586763 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -8586731.000000 Penalty: 5335.042969
	Iteration 47Q: 3 clusters Score -8586731 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -8586762.000000 Penalty: 5335.042969
	Iteration 48Q: 3 clusters Score -8586762 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -8586776.000000 Penalty: 5335.042969
	Iteration 49Q: 3 clusters Score -8586776 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -8586797.000000 Penalty: 5335.042969
	Iteration 50Q: 3 clusters Score -8586797 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -8586818.000000 Penalty: 5335.042969
	Iteration 51Q: 3 clusters Score -8586818 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -8586817.000000 Penalty: 5335.042969
	Iteration 52Q: 3 clusters Score -8586817 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -8586881.000000 Penalty: 5335.042969
	Iteration 53Q: 3 clusters Score -8586881 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 23528 members 
Entering Unmasked Estep 
Score: -8586881.000000 Penalty: 5335.042969
	Iteration 54Q: 3 clusters Score -8586881 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -8586881.000000 Penalty: 5335.042969
	Iteration 55Q: 3 clusters Score -8586881 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -8586915.000000 Penalty: 5335.042969
	Iteration 56Q: 3 clusters Score -8586915 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -8586918.000000 Penalty: 5335.042969
	Iteration 57Q: 3 clusters Score -8586918 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -8586924.000000 Penalty: 5335.042969
	Iteration 58Q: 3 clusters Score -8586924 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -8586930.000000 Penalty: 5335.042969
	Iteration 59Q: 3 clusters Score -8586930 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 24557 members 
Entering Unmasked Estep 
Score: -8586940.000000 Penalty: 5335.042969
	Iteration 60F: 3 clusters Score -8586940 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -8586970.000000 Penalty: 5335.042969
	Iteration 61Q: 3 clusters Score -8586970 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -8586990.000000 Penalty: 5335.042969
	Iteration 62Q: 3 clusters Score -8586990 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -8587003.000000 Penalty: 5335.042969
	Iteration 63Q: 3 clusters Score -8587003 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -8587037.000000 Penalty: 5335.042969
	Iteration 64Q: 3 clusters Score -8587037 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -8587066.000000 Penalty: 5335.042969
	Iteration 65Q: 3 clusters Score -8587066 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -8587075.000000 Penalty: 5335.042969
	Iteration 66Q: 3 clusters Score -8587075 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -8587136.000000 Penalty: 5335.042969
	Iteration 67Q: 3 clusters Score -8587136 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -8587193.000000 Penalty: 5335.042969
	Iteration 68Q: 3 clusters Score -8587193 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -8587262.000000 Penalty: 5335.042969
	Iteration 69Q: 3 clusters Score -8587262 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -8587283.000000 Penalty: 5335.042969
	Iteration 70Q: 3 clusters Score -8587283 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -8587327.000000 Penalty: 5335.042969
	Iteration 71Q: 3 clusters Score -8587327 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -8587390.000000 Penalty: 5335.042969
	Iteration 72Q: 3 clusters Score -8587390 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -8587398.000000 Penalty: 5335.042969
	Iteration 73Q: 3 clusters Score -8587398 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -8587498.000000 Penalty: 5335.042969
	Iteration 74Q: 3 clusters Score -8587498 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
Score: -8587632.000000 Penalty: 5335.042969
	Iteration 75Q: 3 clusters Score -8587632 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -8587724.000000 Penalty: 5335.042969
	Iteration 76Q: 3 clusters Score -8587724 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 30199 members 
Entering Unmasked Estep 
Score: -8587881.000000 Penalty: 5335.042969
	Iteration 77Q: 3 clusters Score -8587881 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -8588006.000000 Penalty: 5335.042969
	Iteration 78Q: 3 clusters Score -8588006 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -8588195.000000 Penalty: 5335.042969
	Iteration 79Q: 3 clusters Score -8588195 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -8588408.000000 Penalty: 5335.042969
	Iteration 80F: 3 clusters Score -8588408 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -8588586.000000 Penalty: 5335.042969
	Iteration 81Q: 3 clusters Score -8588586 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -8588835.000000 Penalty: 5335.042969
	Iteration 82Q: 3 clusters Score -8588835 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -8589070.000000 Penalty: 5335.042969
	Iteration 83Q: 3 clusters Score -8589070 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -8589261.000000 Penalty: 5335.042969
	Iteration 84Q: 3 clusters Score -8589261 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -8589480.000000 Penalty: 5335.042969
	Iteration 85Q: 3 clusters Score -8589480 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -8589664.000000 Penalty: 5335.042969
	Iteration 86Q: 3 clusters Score -8589664 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 36673 members 
Entering Unmasked Estep 
Score: -8589800.000000 Penalty: 5335.042969
	Iteration 87Q: 3 clusters Score -8589800 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -8589964.000000 Penalty: 5335.042969
	Iteration 88Q: 3 clusters Score -8589964 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -8590080.000000 Penalty: 5335.042969
	Iteration 89Q: 3 clusters Score -8590080 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 38315 members 
Entering Unmasked Estep 
Score: -8590211.000000 Penalty: 5335.042969
	Iteration 90Q: 3 clusters Score -8590211 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 38835 members 
Entering Unmasked Estep 
Score: -8590328.000000 Penalty: 5335.042969
	Iteration 91Q: 3 clusters Score -8590328 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 39363 members 
Entering Unmasked Estep 
Score: -8590449.000000 Penalty: 5335.042969
	Iteration 92Q: 3 clusters Score -8590449 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -8590562.000000 Penalty: 5335.042969
	Iteration 93Q: 3 clusters Score -8590562 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -8590628.000000 Penalty: 5335.042969
	Iteration 94Q: 3 clusters Score -8590628 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 40736 members 
Entering Unmasked Estep 
Score: -8590701.000000 Penalty: 5335.042969
	Iteration 95Q: 3 clusters Score -8590701 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -8590748.000000 Penalty: 5335.042969
	Iteration 96Q: 3 clusters Score -8590748 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 41453 members 
Entering Unmasked Estep 
Score: -8590816.000000 Penalty: 5335.042969
	Iteration 97Q: 3 clusters Score -8590816 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 41722 members 
Entering Unmasked Estep 
Score: -8590817.000000 Penalty: 5335.042969
	Iteration 98Q: 3 clusters Score -8590817 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 41932 members 
Entering Unmasked Estep 
Score: -8590818.000000 Penalty: 5335.042969
	Iteration 99Q: 3 clusters Score -8590818 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 42107 members 
Entering Unmasked Estep 
Score: -8590846.000000 Penalty: 5335.042969
	Iteration 100F: 3 clusters Score -8590846 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 42265 members 
Entering Unmasked Estep 
Score: -8590823.000000 Penalty: 5335.042969
	Iteration 101Q: 3 clusters Score -8590823 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 42391 members 
Entering Unmasked Estep 
Score: -8590807.000000 Penalty: 5335.042969
	Iteration 102Q: 3 clusters Score -8590807 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 42498 members 
Entering Unmasked Estep 
Score: -8590821.000000 Penalty: 5335.042969
	Iteration 103Q: 3 clusters Score -8590821 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -8590821.000000 Penalty: 5335.042969
	Iteration 104Q: 3 clusters Score -8590821 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 42651 members 
Entering Unmasked Estep 
Score: -8590805.000000 Penalty: 5335.042969
	Iteration 105Q: 3 clusters Score -8590805 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 42693 members 
Entering Unmasked Estep 
Score: -8590797.000000 Penalty: 5335.042969
	Iteration 106Q: 3 clusters Score -8590797 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -8590772.000000 Penalty: 5335.042969
	Iteration 107Q: 3 clusters Score -8590772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 42739 members 
Entering Unmasked Estep 
Score: -8590777.000000 Penalty: 5335.042969
	Iteration 108Q: 3 clusters Score -8590777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 42751 members 
Entering Unmasked Estep 
Score: -8590773.000000 Penalty: 5335.042969
	Iteration 109Q: 3 clusters Score -8590773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 42758 members 
Entering Unmasked Estep 
Score: -8590773.000000 Penalty: 5335.042969
	Iteration 110Q: 3 clusters Score -8590773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 42765 members 
Entering Unmasked Estep 
Score: -8590767.000000 Penalty: 5335.042969
	Iteration 111Q: 3 clusters Score -8590767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 42769 members 
Entering Unmasked Estep 
Score: -8590775.000000 Penalty: 5335.042969
	Iteration 112Q: 3 clusters Score -8590775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -8590771.000000 Penalty: 5335.042969
	Iteration 113Q: 3 clusters Score -8590771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 42789 members 
Entering Unmasked Estep 
Score: -8590777.000000 Penalty: 5335.042969
	Iteration 114Q: 3 clusters Score -8590777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -8590777.000000 Penalty: 5335.042969
	Iteration 115Q: 3 clusters Score -8590777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -8590758.000000 Penalty: 5335.042969
	Iteration 116Q: 3 clusters Score -8590758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 42821 members 
Entering Unmasked Estep 
Score: -8590753.000000 Penalty: 5335.042969
	Iteration 117Q: 3 clusters Score -8590753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 42828 members 
Entering Unmasked Estep 
Score: -8590754.000000 Penalty: 5335.042969
	Iteration 118Q: 3 clusters Score -8590754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 42834 members 
Entering Unmasked Estep 
Score: -8590757.000000 Penalty: 5335.042969
	Iteration 119Q: 3 clusters Score -8590757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 42839 members 
Entering Unmasked Estep 
Score: -8590757.000000 Penalty: 5335.042969
	Iteration 120F: 3 clusters Score -8590757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -8590747.000000 Penalty: 5335.042969
	Iteration 121Q: 3 clusters Score -8590747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -8590762.000000 Penalty: 5335.042969
	Iteration 122Q: 3 clusters Score -8590762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -8590761.000000 Penalty: 5335.042969
	Iteration 123Q: 3 clusters Score -8590761 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 42858 members 
Entering Unmasked Estep 
Score: -8590767.000000 Penalty: 5335.042969
	Iteration 124Q: 3 clusters Score -8590767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -8590769.000000 Penalty: 5335.042969
	Iteration 125Q: 3 clusters Score -8590769 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -8590769.000000 Penalty: 5335.042969
	Iteration 126F: 3 clusters Score -8590769 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -69592.054688 Penalty: 1501.500977
	Iteration 0F: 2 clusters Score -69592.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -68211.210938 Penalty: 3003.001953
	Iteration 0F: 3 clusters Score -68211.21 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -68464.414062 Penalty: 3003.001953
	Iteration 1F: 3 clusters Score -68464.41 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -68568.562500 Penalty: 3003.001953
	Iteration 2F: 3 clusters Score -68568.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -68594.250000 Penalty: 3003.001953
	Iteration 3Q: 3 clusters Score -68594.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -68600.125000 Penalty: 3003.001953
	Iteration 4Q: 3 clusters Score -68600.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -68602.664062 Penalty: 3003.001953
	Iteration 5Q: 3 clusters Score -68602.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -68602.664062 Penalty: 3003.001953
	Iteration 6F: 3 clusters Score -68602.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Entering Unmasked Estep 
Score: -4390432.000000 Penalty: 2508.571045
	Iteration 0F: 2 clusters Score -4390432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -4373366.500000 Penalty: 5017.142090
	Iteration 0F: 3 clusters Score -4373366 nChanged 11005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -4379253.000000 Penalty: 5017.142090
	Iteration 1F: 3 clusters Score -4379253 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -4379790.500000 Penalty: 5017.142090
	Iteration 2F: 3 clusters Score -4379790 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -4380229.500000 Penalty: 5017.142090
	Iteration 3Q: 3 clusters Score -4380230 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -4380649.000000 Penalty: 5017.142090
	Iteration 4Q: 3 clusters Score -4380649 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -4381065.500000 Penalty: 5017.142090
	Iteration 5Q: 3 clusters Score -4381066 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -4381521.500000 Penalty: 5017.142090
	Iteration 6Q: 3 clusters Score -4381522 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -4382005.500000 Penalty: 5017.142090
	Iteration 7Q: 3 clusters Score -4382006 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -4382445.500000 Penalty: 5017.142090
	Iteration 8Q: 3 clusters Score -4382446 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -4382932.500000 Penalty: 5017.142090
	Iteration 9Q: 3 clusters Score -4382932 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -4383338.500000 Penalty: 5017.142090
	Iteration 10Q: 3 clusters Score -4383338 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -4383650.000000 Penalty: 5017.142090
	Iteration 11Q: 3 clusters Score -4383650 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -4383950.000000 Penalty: 5017.142090
	Iteration 12Q: 3 clusters Score -4383950 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -4384178.000000 Penalty: 5017.142090
	Iteration 13Q: 3 clusters Score -4384178 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -4384343.500000 Penalty: 5017.142090
	Iteration 14Q: 3 clusters Score -4384344 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -4384531.500000 Penalty: 5017.142090
	Iteration 15Q: 3 clusters Score -4384532 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -4384714.000000 Penalty: 5017.142090
	Iteration 16Q: 3 clusters Score -4384714 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -4384852.500000 Penalty: 5017.142090
	Iteration 17Q: 3 clusters Score -4384852 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -4384969.500000 Penalty: 5017.142090
	Iteration 18Q: 3 clusters Score -4384970 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -4385079.000000 Penalty: 5017.142090
	Iteration 19Q: 3 clusters Score -4385079 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -4385197.500000 Penalty: 5017.142090
	Iteration 20F: 3 clusters Score -4385198 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -4385303.500000 Penalty: 5017.142090
	Iteration 21Q: 3 clusters Score -4385304 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -4385372.500000 Penalty: 5017.142090
	Iteration 22Q: 3 clusters Score -4385372 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -4385478.500000 Penalty: 5017.142090
	Iteration 23Q: 3 clusters Score -4385478 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -4385613.000000 Penalty: 5017.142090
	Iteration 24Q: 3 clusters Score -4385613 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -4385712.000000 Penalty: 5017.142090
	Iteration 25Q: 3 clusters Score -4385712 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -4385823.500000 Penalty: 5017.142090
	Iteration 26Q: 3 clusters Score -4385824 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -4385947.000000 Penalty: 5017.142090
	Iteration 27Q: 3 clusters Score -4385947 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -4386095.500000 Penalty: 5017.142090
	Iteration 28Q: 3 clusters Score -4386096 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21550 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -4386276.500000 Penalty: 5017.142090
	Iteration 29Q: 3 clusters Score -4386276 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -4386524.500000 Penalty: 5017.142090
	Iteration 30Q: 3 clusters Score -4386524 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -4386809.500000 Penalty: 5017.142090
	Iteration 31Q: 3 clusters Score -4386810 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -4387091.000000 Penalty: 5017.142090
	Iteration 32Q: 3 clusters Score -4387091 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4387347.500000 Penalty: 5017.142090
	Iteration 33Q: 3 clusters Score -4387348 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4387499.000000 Penalty: 5017.142090
	Iteration 34Q: 3 clusters Score -4387499 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -4387609.000000 Penalty: 5017.142090
	Iteration 35Q: 3 clusters Score -4387609 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4387677.000000 Penalty: 5017.142090
	Iteration 36Q: 3 clusters Score -4387677 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4387737.000000 Penalty: 5017.142090
	Iteration 37Q: 3 clusters Score -4387737 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23752 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -4387765.500000 Penalty: 5017.142090
	Iteration 38Q: 3 clusters Score -4387766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23785 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -4387778.500000 Penalty: 5017.142090
	Iteration 39Q: 3 clusters Score -4387778 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4387880.500000 Penalty: 5017.142090
	Iteration 40F: 3 clusters Score -4387880 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4387975.000000 Penalty: 5017.142090
	Iteration 41Q: 3 clusters Score -4387975 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4388057.500000 Penalty: 5017.142090
	Iteration 42Q: 3 clusters Score -4388058 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4388096.000000 Penalty: 5017.142090
	Iteration 43Q: 3 clusters Score -4388096 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4388141.500000 Penalty: 5017.142090
	Iteration 44Q: 3 clusters Score -4388142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4388154.500000 Penalty: 5017.142090
	Iteration 45Q: 3 clusters Score -4388154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4388186.500000 Penalty: 5017.142090
	Iteration 46Q: 3 clusters Score -4388186 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4388213.500000 Penalty: 5017.142090
	Iteration 47Q: 3 clusters Score -4388214 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4388232.500000 Penalty: 5017.142090
	Iteration 48Q: 3 clusters Score -4388232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4388240.500000 Penalty: 5017.142090
	Iteration 49Q: 3 clusters Score -4388240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4388246.500000 Penalty: 5017.142090
	Iteration 50Q: 3 clusters Score -4388246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4388255.500000 Penalty: 5017.142090
	Iteration 51Q: 3 clusters Score -4388256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4388259.500000 Penalty: 5017.142090
	Iteration 52Q: 3 clusters Score -4388260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4388261.500000 Penalty: 5017.142090
	Iteration 53Q: 3 clusters Score -4388262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4388264.000000 Penalty: 5017.142090
	Iteration 54Q: 3 clusters Score -4388264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -4388264.000000 Penalty: 5017.142090
	Iteration 55F: 3 clusters Score -4388264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (49923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49923 members 
Entering Unmasked Estep 
Score: -9208827.000000 Penalty: 2682.922852
	Iteration 0F: 2 clusters Score -9208827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -9178496.000000 Penalty: 5365.845703
	Iteration 0F: 3 clusters Score -9178496 nChanged 23128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -9191335.000000 Penalty: 5365.845703
	Iteration 1F: 3 clusters Score -9191335 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -9191968.000000 Penalty: 5365.845703
	Iteration 2Q: 3 clusters Score -9191968 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -9192735.000000 Penalty: 5365.845703
	Iteration 3Q: 3 clusters Score -9192735 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -9193878.000000 Penalty: 5365.845703
	Iteration 4Q: 3 clusters Score -9193878 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -9195489.000000 Penalty: 5365.845703
	Iteration 5F: 3 clusters Score -9195489 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36465 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -9197826.000000 Penalty: 5365.845703
	Iteration 6F: 3 clusters Score -9197826 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -9200750.000000 Penalty: 5365.845703
	Iteration 7F: 3 clusters Score -9200750 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -9203323.000000 Penalty: 5365.845703
	Iteration 8F: 3 clusters Score -9203323 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46680 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -9204887.000000 Penalty: 5365.845703
	Iteration 9F: 3 clusters Score -9204887 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48366 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -9205704.000000 Penalty: 5365.845703
	Iteration 10Q: 3 clusters Score -9205704 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49153 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -9206089.000000 Penalty: 5365.845703
	Iteration 11Q: 3 clusters Score -9206089 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49441 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -9206290.000000 Penalty: 5365.845703
	Iteration 12Q: 3 clusters Score -9206290 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49548 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -9206412.000000 Penalty: 5365.845703
	Iteration 13Q: 3 clusters Score -9206412 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49597 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -9206454.000000 Penalty: 5365.845703
	Iteration 14Q: 3 clusters Score -9206454 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49622 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -9206476.000000 Penalty: 5365.845703
	Iteration 15Q: 3 clusters Score -9206476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -9206477.000000 Penalty: 5365.845703
	Iteration 16Q: 3 clusters Score -9206477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49633 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -9206486.000000 Penalty: 5365.845703
	Iteration 17Q: 3 clusters Score -9206486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49637 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -9206493.000000 Penalty: 5365.845703
	Iteration 18Q: 3 clusters Score -9206493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49638 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -9206492.000000 Penalty: 5365.845703
	Iteration 19Q: 3 clusters Score -9206492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49638 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -9206490.000000 Penalty: 5365.845703
	Iteration 20F: 3 clusters Score -9206490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49640 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -9206501.000000 Penalty: 5365.845703
	Iteration 21Q: 3 clusters Score -9206501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49641 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -9206509.000000 Penalty: 5365.845703
	Iteration 22Q: 3 clusters Score -9206509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49644 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9206512.000000 Penalty: 5365.845703
	Iteration 23Q: 3 clusters Score -9206512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49645 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -9206513.000000 Penalty: 5365.845703
	Iteration 24Q: 3 clusters Score -9206513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49645 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -9206513.000000 Penalty: 5365.845703
	Iteration 25F: 3 clusters Score -9206513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Entering Unmasked Estep 
Score: -374165.906250 Penalty: 1910.121948
	Iteration 0F: 2 clusters Score -374165.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -371524.468750 Penalty: 3820.243896
	Iteration 0F: 3 clusters Score -371524.5 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -372427.656250 Penalty: 3820.243896
	Iteration 1F: 3 clusters Score -372427.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -372786.093750 Penalty: 3820.243896
	Iteration 2F: 3 clusters Score -372786.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -373114.593750 Penalty: 3820.243896
	Iteration 3F: 3 clusters Score -373114.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -373627.781250 Penalty: 3820.243896
	Iteration 4F: 3 clusters Score -373627.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -374102.093750 Penalty: 3820.243896
	Iteration 5F: 3 clusters Score -374102.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -374308.843750 Penalty: 3820.243896
	Iteration 6F: 3 clusters Score -374308.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -374381.937500 Penalty: 3820.243896
	Iteration 7Q: 3 clusters Score -374381.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -374425.500000 Penalty: 3820.243896
	Iteration 8Q: 3 clusters Score -374425.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -374458.906250 Penalty: 3820.243896
	Iteration 9Q: 3 clusters Score -374458.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -374485.625000 Penalty: 3820.243896
	Iteration 10Q: 3 clusters Score -374485.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -374504.406250 Penalty: 3820.243896
	Iteration 11Q: 3 clusters Score -374504.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -374524.218750 Penalty: 3820.243896
	Iteration 12Q: 3 clusters Score -374524.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -374544.875000 Penalty: 3820.243896
	Iteration 13Q: 3 clusters Score -374544.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -374563.125000 Penalty: 3820.243896
	Iteration 14Q: 3 clusters Score -374563.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -374576.968750 Penalty: 3820.243896
	Iteration 15Q: 3 clusters Score -374577 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -374577.125000 Penalty: 3820.243896
	Iteration 16Q: 3 clusters Score -374577.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -374582.937500 Penalty: 3820.243896
	Iteration 17Q: 3 clusters Score -374582.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -374592.375000 Penalty: 3820.243896
	Iteration 18Q: 3 clusters Score -374592.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -374599.406250 Penalty: 3820.243896
	Iteration 19Q: 3 clusters Score -374599.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -374602.343750 Penalty: 3820.243896
	Iteration 20F: 3 clusters Score -374602.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -374605.687500 Penalty: 3820.243896
	Iteration 21Q: 3 clusters Score -374605.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -374608.187500 Penalty: 3820.243896
	Iteration 22Q: 3 clusters Score -374608.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -374608.187500 Penalty: 3820.243896
	Iteration 23F: 3 clusters Score -374608.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38488 members 
Mstep: Class 2 contains 41639 members 
Mstep: Class 3 contains 44661 members 
Mstep: Class 4 contains 46917 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24716 members 
Mstep: Class 7 contains 49923 members 
Mstep: Class 8 contains 1921 members 
Mstep: Class 9 contains 47063 members 
Mstep: Class 10 contains 42404 members 
Mstep: Class 11 contains 46980 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 40264 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1254 members 
Mstep: Class 16 contains 44431 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47608 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43309 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50470 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 292 members 
Entering Unmasked Estep 
Score: -111240784.000000 Penalty: 82671.179688
Splitting cluster 8 changes total score from -111241656.000000 to -111240784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (47063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47063 members 
Entering Unmasked Estep 
Score: -8718035.000000 Penalty: 2668.291992
	Iteration 0F: 2 clusters Score -8718035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -8688915.000000 Penalty: 5336.583984
	Iteration 0F: 3 clusters Score -8688915 nChanged 21526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -8701184.000000 Penalty: 5336.583984
	Iteration 1F: 3 clusters Score -8701184 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -8702003.000000 Penalty: 5336.583984
	Iteration 2Q: 3 clusters Score -8702003 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -8702914.000000 Penalty: 5336.583984
	Iteration 3Q: 3 clusters Score -8702914 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28336 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -8703924.000000 Penalty: 5336.583984
	Iteration 4Q: 3 clusters Score -8703924 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -8705166.000000 Penalty: 5336.583984
	Iteration 5F: 3 clusters Score -8705166 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -8706748.000000 Penalty: 5336.583984
	Iteration 6F: 3 clusters Score -8706748 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -8708783.000000 Penalty: 5336.583984
	Iteration 7F: 3 clusters Score -8708783 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -8710994.000000 Penalty: 5336.583984
	Iteration 8F: 3 clusters Score -8710994 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -8712889.000000 Penalty: 5336.583984
	Iteration 9F: 3 clusters Score -8712889 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -8714301.000000 Penalty: 5336.583984
	Iteration 10Q: 3 clusters Score -8714301 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -8715087.000000 Penalty: 5336.583984
	Iteration 11Q: 3 clusters Score -8715087 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44478 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -8715457.000000 Penalty: 5336.583984
	Iteration 12Q: 3 clusters Score -8715457 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -8715612.000000 Penalty: 5336.583984
	Iteration 13Q: 3 clusters Score -8715612 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45869 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -8715653.000000 Penalty: 5336.583984
	Iteration 14Q: 3 clusters Score -8715653 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46234 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -8715716.000000 Penalty: 5336.583984
	Iteration 15Q: 3 clusters Score -8715716 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46455 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -8715794.000000 Penalty: 5336.583984
	Iteration 16Q: 3 clusters Score -8715794 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46560 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8715811.000000 Penalty: 5336.583984
	Iteration 17Q: 3 clusters Score -8715811 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46614 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8715832.000000 Penalty: 5336.583984
	Iteration 18Q: 3 clusters Score -8715832 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46645 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8715847.000000 Penalty: 5336.583984
	Iteration 19Q: 3 clusters Score -8715847 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46657 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8715843.000000 Penalty: 5336.583984
	Iteration 20F: 3 clusters Score -8715843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46665 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -8715844.000000 Penalty: 5336.583984
	Iteration 21Q: 3 clusters Score -8715844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46670 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -8715844.000000 Penalty: 5336.583984
	Iteration 22Q: 3 clusters Score -8715844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46676 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8715848.000000 Penalty: 5336.583984
	Iteration 23Q: 3 clusters Score -8715848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46685 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8715850.000000 Penalty: 5336.583984
	Iteration 24Q: 3 clusters Score -8715850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46695 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8715859.000000 Penalty: 5336.583984
	Iteration 25Q: 3 clusters Score -8715859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46703 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8715861.000000 Penalty: 5336.583984
	Iteration 26Q: 3 clusters Score -8715861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46704 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8715861.000000 Penalty: 5336.583984
	Iteration 27Q: 3 clusters Score -8715861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46705 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -8715873.000000 Penalty: 5336.583984
	Iteration 28Q: 3 clusters Score -8715873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46709 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -8715862.000000 Penalty: 5336.583984
	Iteration 29Q: 3 clusters Score -8715862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46711 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8715868.000000 Penalty: 5336.583984
	Iteration 30Q: 3 clusters Score -8715868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46713 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -8715876.000000 Penalty: 5336.583984
	Iteration 31Q: 3 clusters Score -8715876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46715 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -8715879.000000 Penalty: 5336.583984
	Iteration 32Q: 3 clusters Score -8715879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46716 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8715882.000000 Penalty: 5336.583984
	Iteration 33Q: 3 clusters Score -8715882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46716 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8715879.000000 Penalty: 5336.583984
	Iteration 34Q: 3 clusters Score -8715879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46715 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -8715885.000000 Penalty: 5336.583984
	Iteration 35Q: 3 clusters Score -8715885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46716 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8715884.000000 Penalty: 5336.583984
	Iteration 36Q: 3 clusters Score -8715884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46717 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -8715885.000000 Penalty: 5336.583984
	Iteration 37Q: 3 clusters Score -8715885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46718 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -8715884.000000 Penalty: 5336.583984
	Iteration 38Q: 3 clusters Score -8715884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -8715879.000000 Penalty: 5336.583984
	Iteration 39Q: 3 clusters Score -8715879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8715882.000000 Penalty: 5336.583984
	Iteration 40F: 3 clusters Score -8715882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42404 members 
Entering Unmasked Estep 
Score: -7786736.000000 Penalty: 2642.439453
	Iteration 0F: 2 clusters Score -7786736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -7758717.000000 Penalty: 5284.878906
	Iteration 0F: 3 clusters Score -7758717 nChanged 19344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -7769291.500000 Penalty: 5284.878906
	Iteration 1F: 3 clusters Score -7769292 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -7769786.500000 Penalty: 5284.878906
	Iteration 2Q: 3 clusters Score -7769786 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -7770249.000000 Penalty: 5284.878906
	Iteration 3Q: 3 clusters Score -7770249 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21221 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -7770871.000000 Penalty: 5284.878906
	Iteration 4Q: 3 clusters Score -7770871 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21310 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -7771717.500000 Penalty: 5284.878906
	Iteration 5Q: 3 clusters Score -7771718 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -7772818.500000 Penalty: 5284.878906
	Iteration 6Q: 3 clusters Score -7772818 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -7774255.500000 Penalty: 5284.878906
	Iteration 7F: 3 clusters Score -7774256 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -7776089.500000 Penalty: 5284.878906
	Iteration 8F: 3 clusters Score -7776090 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -7778424.500000 Penalty: 5284.878906
	Iteration 9F: 3 clusters Score -7778424 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -7780741.500000 Penalty: 5284.878906
	Iteration 10F: 3 clusters Score -7780742 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -7782513.500000 Penalty: 5284.878906
	Iteration 11F: 3 clusters Score -7782514 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -7783372.000000 Penalty: 5284.878906
	Iteration 12Q: 3 clusters Score -7783372 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
Score: -7783934.000000 Penalty: 5284.878906
	Iteration 13Q: 3 clusters Score -7783934 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -7784259.500000 Penalty: 5284.878906
	Iteration 14Q: 3 clusters Score -7784260 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -7784498.500000 Penalty: 5284.878906
	Iteration 15Q: 3 clusters Score -7784498 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -7784644.500000 Penalty: 5284.878906
	Iteration 16Q: 3 clusters Score -7784644 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -7784729.500000 Penalty: 5284.878906
	Iteration 17Q: 3 clusters Score -7784730 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -7784802.000000 Penalty: 5284.878906
	Iteration 18Q: 3 clusters Score -7784802 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -7784864.500000 Penalty: 5284.878906
	Iteration 19Q: 3 clusters Score -7784864 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -7784914.000000 Penalty: 5284.878906
	Iteration 20F: 3 clusters Score -7784914 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -7784954.500000 Penalty: 5284.878906
	Iteration 21Q: 3 clusters Score -7784954 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -7784987.500000 Penalty: 5284.878906
	Iteration 22Q: 3 clusters Score -7784988 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -7785034.500000 Penalty: 5284.878906
	Iteration 23Q: 3 clusters Score -7785034 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -7785072.000000 Penalty: 5284.878906
	Iteration 24Q: 3 clusters Score -7785072 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32448 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -7785115.000000 Penalty: 5284.878906
	Iteration 25Q: 3 clusters Score -7785115 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -7785130.000000 Penalty: 5284.878906
	Iteration 26Q: 3 clusters Score -7785130 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -7785189.500000 Penalty: 5284.878906
	Iteration 27Q: 3 clusters Score -7785190 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -7785231.000000 Penalty: 5284.878906
	Iteration 28Q: 3 clusters Score -7785231 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -7785290.000000 Penalty: 5284.878906
	Iteration 29Q: 3 clusters Score -7785290 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -7785331.000000 Penalty: 5284.878906
	Iteration 30Q: 3 clusters Score -7785331 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -7785387.500000 Penalty: 5284.878906
	Iteration 31Q: 3 clusters Score -7785388 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -7785421.500000 Penalty: 5284.878906
	Iteration 32Q: 3 clusters Score -7785422 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -7785455.000000 Penalty: 5284.878906
	Iteration 33Q: 3 clusters Score -7785455 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34754 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -7785475.000000 Penalty: 5284.878906
	Iteration 34Q: 3 clusters Score -7785475 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -7785518.000000 Penalty: 5284.878906
	Iteration 35Q: 3 clusters Score -7785518 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -7785573.500000 Penalty: 5284.878906
	Iteration 36Q: 3 clusters Score -7785574 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -7785610.500000 Penalty: 5284.878906
	Iteration 37Q: 3 clusters Score -7785610 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -7785624.500000 Penalty: 5284.878906
	Iteration 38Q: 3 clusters Score -7785624 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -7785655.500000 Penalty: 5284.878906
	Iteration 39Q: 3 clusters Score -7785656 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -7785681.000000 Penalty: 5284.878906
	Iteration 40F: 3 clusters Score -7785681 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36208 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -7785699.000000 Penalty: 5284.878906
	Iteration 41Q: 3 clusters Score -7785699 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36375 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -7785729.500000 Penalty: 5284.878906
	Iteration 42Q: 3 clusters Score -7785730 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -7785738.000000 Penalty: 5284.878906
	Iteration 43Q: 3 clusters Score -7785738 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -7785740.500000 Penalty: 5284.878906
	Iteration 44Q: 3 clusters Score -7785740 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -7785749.500000 Penalty: 5284.878906
	Iteration 45Q: 3 clusters Score -7785750 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36918 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -7785754.000000 Penalty: 5284.878906
	Iteration 46Q: 3 clusters Score -7785754 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -7785767.500000 Penalty: 5284.878906
	Iteration 47Q: 3 clusters Score -7785768 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -7785782.500000 Penalty: 5284.878906
	Iteration 48Q: 3 clusters Score -7785782 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -7785800.500000 Penalty: 5284.878906
	Iteration 49Q: 3 clusters Score -7785800 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -7785798.500000 Penalty: 5284.878906
	Iteration 50Q: 3 clusters Score -7785798 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37376 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -7785803.500000 Penalty: 5284.878906
	Iteration 51Q: 3 clusters Score -7785804 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37463 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -7785820.000000 Penalty: 5284.878906
	Iteration 52Q: 3 clusters Score -7785820 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -7785817.500000 Penalty: 5284.878906
	Iteration 53Q: 3 clusters Score -7785818 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -7785818.500000 Penalty: 5284.878906
	Iteration 54Q: 3 clusters Score -7785818 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -7785843.000000 Penalty: 5284.878906
	Iteration 55Q: 3 clusters Score -7785843 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -7785822.500000 Penalty: 5284.878906
	Iteration 56Q: 3 clusters Score -7785822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -7785823.000000 Penalty: 5284.878906
	Iteration 57Q: 3 clusters Score -7785823 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -7785824.000000 Penalty: 5284.878906
	Iteration 58Q: 3 clusters Score -7785824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -7785822.500000 Penalty: 5284.878906
	Iteration 59Q: 3 clusters Score -7785822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -7785839.000000 Penalty: 5284.878906
	Iteration 60F: 3 clusters Score -7785839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -7785844.000000 Penalty: 5284.878906
	Iteration 61Q: 3 clusters Score -7785844 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -7785837.000000 Penalty: 5284.878906
	Iteration 62Q: 3 clusters Score -7785837 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -7785853.500000 Penalty: 5284.878906
	Iteration 63Q: 3 clusters Score -7785854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -7785843.500000 Penalty: 5284.878906
	Iteration 64Q: 3 clusters Score -7785844 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -7785848.000000 Penalty: 5284.878906
	Iteration 65Q: 3 clusters Score -7785848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -7785853.500000 Penalty: 5284.878906
	Iteration 66Q: 3 clusters Score -7785854 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37894 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -7785862.000000 Penalty: 5284.878906
	Iteration 67Q: 3 clusters Score -7785862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -7785872.500000 Penalty: 5284.878906
	Iteration 68Q: 3 clusters Score -7785872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37943 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -7785875.500000 Penalty: 5284.878906
	Iteration 69Q: 3 clusters Score -7785876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -7785887.500000 Penalty: 5284.878906
	Iteration 70Q: 3 clusters Score -7785888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37986 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -7785876.500000 Penalty: 5284.878906
	Iteration 71Q: 3 clusters Score -7785876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38007 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -7785883.500000 Penalty: 5284.878906
	Iteration 72Q: 3 clusters Score -7785884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -7785875.500000 Penalty: 5284.878906
	Iteration 73Q: 3 clusters Score -7785876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -7785882.000000 Penalty: 5284.878906
	Iteration 74Q: 3 clusters Score -7785882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -7785881.500000 Penalty: 5284.878906
	Iteration 75Q: 3 clusters Score -7785882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -7785884.500000 Penalty: 5284.878906
	Iteration 76Q: 3 clusters Score -7785884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -7785880.000000 Penalty: 5284.878906
	Iteration 77Q: 3 clusters Score -7785880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38141 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -7785878.000000 Penalty: 5284.878906
	Iteration 78Q: 3 clusters Score -7785878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -7785870.000000 Penalty: 5284.878906
	Iteration 79Q: 3 clusters Score -7785870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -7785867.500000 Penalty: 5284.878906
	Iteration 80F: 3 clusters Score -7785868 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -7785853.000000 Penalty: 5284.878906
	Iteration 81Q: 3 clusters Score -7785853 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -7785858.500000 Penalty: 5284.878906
	Iteration 82Q: 3 clusters Score -7785858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38204 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -7785862.000000 Penalty: 5284.878906
	Iteration 83Q: 3 clusters Score -7785862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -7785868.000000 Penalty: 5284.878906
	Iteration 84Q: 3 clusters Score -7785868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -7785862.500000 Penalty: 5284.878906
	Iteration 85Q: 3 clusters Score -7785862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -7785858.000000 Penalty: 5284.878906
	Iteration 86Q: 3 clusters Score -7785858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -7785859.500000 Penalty: 5284.878906
	Iteration 87Q: 3 clusters Score -7785860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -7785864.500000 Penalty: 5284.878906
	Iteration 88Q: 3 clusters Score -7785864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -7785860.000000 Penalty: 5284.878906
	Iteration 89Q: 3 clusters Score -7785860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -7785868.000000 Penalty: 5284.878906
	Iteration 90Q: 3 clusters Score -7785868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -7785866.500000 Penalty: 5284.878906
	Iteration 91Q: 3 clusters Score -7785866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -7785866.500000 Penalty: 5284.878906
	Iteration 92Q: 3 clusters Score -7785866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -7785874.500000 Penalty: 5284.878906
	Iteration 93Q: 3 clusters Score -7785874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38263 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -7785870.000000 Penalty: 5284.878906
	Iteration 94Q: 3 clusters Score -7785870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -7785868.500000 Penalty: 5284.878906
	Iteration 95Q: 3 clusters Score -7785868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -7785865.500000 Penalty: 5284.878906
	Iteration 96Q: 3 clusters Score -7785866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -7785868.500000 Penalty: 5284.878906
	Iteration 97Q: 3 clusters Score -7785868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -7785871.500000 Penalty: 5284.878906
	Iteration 98Q: 3 clusters Score -7785872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -7785871.500000 Penalty: 5284.878906
	Iteration 99Q: 3 clusters Score -7785872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -7785871.500000 Penalty: 5284.878906
	Iteration 100F: 3 clusters Score -7785872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Entering Unmasked Estep 
Score: -8514726.000000 Penalty: 2667.854248
	Iteration 0F: 2 clusters Score -8514726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 23469 members 
Entering Unmasked Estep 
Score: -8483915.000000 Penalty: 5335.708496
	Iteration 0F: 3 clusters Score -8483915 nChanged 21636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -8495769.000000 Penalty: 5335.708496
	Iteration 1F: 3 clusters Score -8495769 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -8496224.000000 Penalty: 5335.708496
	Iteration 2Q: 3 clusters Score -8496224 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -8496578.000000 Penalty: 5335.708496
	Iteration 3Q: 3 clusters Score -8496578 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -8496905.000000 Penalty: 5335.708496
	Iteration 4Q: 3 clusters Score -8496905 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -8497232.000000 Penalty: 5335.708496
	Iteration 5Q: 3 clusters Score -8497232 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -8497523.000000 Penalty: 5335.708496
	Iteration 6Q: 3 clusters Score -8497523 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -8497751.000000 Penalty: 5335.708496
	Iteration 7Q: 3 clusters Score -8497751 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -8498000.000000 Penalty: 5335.708496
	Iteration 8Q: 3 clusters Score -8498000 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -8498401.000000 Penalty: 5335.708496
	Iteration 9Q: 3 clusters Score -8498401 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -8498880.000000 Penalty: 5335.708496
	Iteration 10Q: 3 clusters Score -8498880 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 26897 members 
Entering Unmasked Estep 
Score: -8499670.000000 Penalty: 5335.708496
	Iteration 11Q: 3 clusters Score -8499670 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -8500781.000000 Penalty: 5335.708496
	Iteration 12Q: 3 clusters Score -8500781 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 29713 members 
Entering Unmasked Estep 
Score: -8502419.000000 Penalty: 5335.708496
	Iteration 13F: 3 clusters Score -8502419 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 31309 members 
Entering Unmasked Estep 
Score: -8504587.000000 Penalty: 5335.708496
	Iteration 14F: 3 clusters Score -8504587 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -8506769.000000 Penalty: 5335.708496
	Iteration 15F: 3 clusters Score -8506769 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -8508460.000000 Penalty: 5335.708496
	Iteration 16F: 3 clusters Score -8508460 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 34139 members 
Entering Unmasked Estep 
Score: -8509477.000000 Penalty: 5335.708496
	Iteration 17Q: 3 clusters Score -8509477 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -8510123.000000 Penalty: 5335.708496
	Iteration 18Q: 3 clusters Score -8510123 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -8510711.000000 Penalty: 5335.708496
	Iteration 19Q: 3 clusters Score -8510711 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -8511229.000000 Penalty: 5335.708496
	Iteration 20F: 3 clusters Score -8511229 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -8511614.000000 Penalty: 5335.708496
	Iteration 21Q: 3 clusters Score -8511614 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -8511996.000000 Penalty: 5335.708496
	Iteration 22Q: 3 clusters Score -8511996 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -8512333.000000 Penalty: 5335.708496
	Iteration 23Q: 3 clusters Score -8512333 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -8512658.000000 Penalty: 5335.708496
	Iteration 24Q: 3 clusters Score -8512658 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
Score: -8512836.000000 Penalty: 5335.708496
	Iteration 25Q: 3 clusters Score -8512836 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 36831 members 
Entering Unmasked Estep 
Score: -8512917.000000 Penalty: 5335.708496
	Iteration 26Q: 3 clusters Score -8512917 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -8513060.000000 Penalty: 5335.708496
	Iteration 27Q: 3 clusters Score -8513060 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -8513112.000000 Penalty: 5335.708496
	Iteration 28Q: 3 clusters Score -8513112 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 37160 members 
Entering Unmasked Estep 
Score: -8513180.000000 Penalty: 5335.708496
	Iteration 29Q: 3 clusters Score -8513180 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -8513216.000000 Penalty: 5335.708496
	Iteration 30Q: 3 clusters Score -8513216 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 37363 members 
Entering Unmasked Estep 
Score: -8513260.000000 Penalty: 5335.708496
	Iteration 31Q: 3 clusters Score -8513260 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 37455 members 
Entering Unmasked Estep 
Score: -8513299.000000 Penalty: 5335.708496
	Iteration 32Q: 3 clusters Score -8513299 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -8513307.000000 Penalty: 5335.708496
	Iteration 33Q: 3 clusters Score -8513307 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 37609 members 
Entering Unmasked Estep 
Score: -8513324.000000 Penalty: 5335.708496
	Iteration 34Q: 3 clusters Score -8513324 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -8513341.000000 Penalty: 5335.708496
	Iteration 35Q: 3 clusters Score -8513341 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -8513343.000000 Penalty: 5335.708496
	Iteration 36Q: 3 clusters Score -8513343 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 37765 members 
Entering Unmasked Estep 
Score: -8513363.000000 Penalty: 5335.708496
	Iteration 37Q: 3 clusters Score -8513363 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 37820 members 
Entering Unmasked Estep 
Score: -8513380.000000 Penalty: 5335.708496
	Iteration 38Q: 3 clusters Score -8513380 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -8513390.000000 Penalty: 5335.708496
	Iteration 39Q: 3 clusters Score -8513390 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 37893 members 
Entering Unmasked Estep 
Score: -8513399.000000 Penalty: 5335.708496
	Iteration 40F: 3 clusters Score -8513399 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -8513409.000000 Penalty: 5335.708496
	Iteration 41Q: 3 clusters Score -8513409 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -8513410.000000 Penalty: 5335.708496
	Iteration 42Q: 3 clusters Score -8513410 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -8513424.000000 Penalty: 5335.708496
	Iteration 43Q: 3 clusters Score -8513424 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -8513425.000000 Penalty: 5335.708496
	Iteration 44Q: 3 clusters Score -8513425 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -8513418.000000 Penalty: 5335.708496
	Iteration 45Q: 3 clusters Score -8513418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -8513432.000000 Penalty: 5335.708496
	Iteration 46Q: 3 clusters Score -8513432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -8513424.000000 Penalty: 5335.708496
	Iteration 47Q: 3 clusters Score -8513424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 38104 members 
Entering Unmasked Estep 
Score: -8513428.000000 Penalty: 5335.708496
	Iteration 48Q: 3 clusters Score -8513428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -8513414.000000 Penalty: 5335.708496
	Iteration 49Q: 3 clusters Score -8513414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
Score: -8513417.000000 Penalty: 5335.708496
	Iteration 50Q: 3 clusters Score -8513417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 38144 members 
Entering Unmasked Estep 
Score: -8513427.000000 Penalty: 5335.708496
	Iteration 51Q: 3 clusters Score -8513427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -8513423.000000 Penalty: 5335.708496
	Iteration 52Q: 3 clusters Score -8513423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -8513426.000000 Penalty: 5335.708496
	Iteration 53Q: 3 clusters Score -8513426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -8513422.000000 Penalty: 5335.708496
	Iteration 54Q: 3 clusters Score -8513422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -8513420.000000 Penalty: 5335.708496
	Iteration 55Q: 3 clusters Score -8513420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -8513426.000000 Penalty: 5335.708496
	Iteration 56Q: 3 clusters Score -8513426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -8513427.000000 Penalty: 5335.708496
	Iteration 57Q: 3 clusters Score -8513427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -8513428.000000 Penalty: 5335.708496
	Iteration 58Q: 3 clusters Score -8513428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -8513429.000000 Penalty: 5335.708496
	Iteration 59Q: 3 clusters Score -8513429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -8513429.000000 Penalty: 5335.708496
	Iteration 60F: 3 clusters Score -8513429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Entering Unmasked Estep 
Score: -232975.437500 Penalty: 1780.468384
	Iteration 0F: 2 clusters Score -232975.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -230761.500000 Penalty: 3560.936768
	Iteration 0F: 3 clusters Score -230761.5 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -231090.343750 Penalty: 3560.936768
	Iteration 1F: 3 clusters Score -231090.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -231187.718750 Penalty: 3560.936768
	Iteration 2F: 3 clusters Score -231187.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -231231.234375 Penalty: 3560.936768
	Iteration 3Q: 3 clusters Score -231231.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -231267.484375 Penalty: 3560.936768
	Iteration 4Q: 3 clusters Score -231267.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -231306.375000 Penalty: 3560.936768
	Iteration 5Q: 3 clusters Score -231306.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -231337.484375 Penalty: 3560.936768
	Iteration 6Q: 3 clusters Score -231337.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -231363.390625 Penalty: 3560.936768
	Iteration 7Q: 3 clusters Score -231363.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -231376.781250 Penalty: 3560.936768
	Iteration 8Q: 3 clusters Score -231376.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -231381.046875 Penalty: 3560.936768
	Iteration 9Q: 3 clusters Score -231381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -231385.156250 Penalty: 3560.936768
	Iteration 10Q: 3 clusters Score -231385.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -231392.421875 Penalty: 3560.936768
	Iteration 11Q: 3 clusters Score -231392.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -231399.781250 Penalty: 3560.936768
	Iteration 12Q: 3 clusters Score -231399.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -231409.500000 Penalty: 3560.936768
	Iteration 13Q: 3 clusters Score -231409.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -231418.906250 Penalty: 3560.936768
	Iteration 14Q: 3 clusters Score -231418.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -231426.156250 Penalty: 3560.936768
	Iteration 15Q: 3 clusters Score -231426.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -231434.578125 Penalty: 3560.936768
	Iteration 16Q: 3 clusters Score -231434.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -231444.312500 Penalty: 3560.936768
	Iteration 17Q: 3 clusters Score -231444.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -231458.546875 Penalty: 3560.936768
	Iteration 18Q: 3 clusters Score -231458.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -231469.093750 Penalty: 3560.936768
	Iteration 19Q: 3 clusters Score -231469.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -231476.734375 Penalty: 3560.936768
	Iteration 20F: 3 clusters Score -231476.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -231486.953125 Penalty: 3560.936768
	Iteration 21Q: 3 clusters Score -231487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -231495.203125 Penalty: 3560.936768
	Iteration 22Q: 3 clusters Score -231495.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -231504.312500 Penalty: 3560.936768
	Iteration 23Q: 3 clusters Score -231504.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -231517.765625 Penalty: 3560.936768
	Iteration 24Q: 3 clusters Score -231517.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -231549.562500 Penalty: 3560.936768
	Iteration 25Q: 3 clusters Score -231549.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -231589.187500 Penalty: 3560.936768
	Iteration 26Q: 3 clusters Score -231589.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -231633.171875 Penalty: 3560.936768
	Iteration 27Q: 3 clusters Score -231633.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -231703.703125 Penalty: 3560.936768
	Iteration 28Q: 3 clusters Score -231703.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -231755.015625 Penalty: 3560.936768
	Iteration 29Q: 3 clusters Score -231755 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -231802.812500 Penalty: 3560.936768
	Iteration 30Q: 3 clusters Score -231802.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -231853.687500 Penalty: 3560.936768
	Iteration 31Q: 3 clusters Score -231853.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -231905.296875 Penalty: 3560.936768
	Iteration 32Q: 3 clusters Score -231905.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -231945.968750 Penalty: 3560.936768
	Iteration 33Q: 3 clusters Score -231946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -231973.796875 Penalty: 3560.936768
	Iteration 34Q: 3 clusters Score -231973.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -231997.921875 Penalty: 3560.936768
	Iteration 35Q: 3 clusters Score -231997.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -232009.000000 Penalty: 3560.936768
	Iteration 36Q: 3 clusters Score -232009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -232021.593750 Penalty: 3560.936768
	Iteration 37Q: 3 clusters Score -232021.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -232025.187500 Penalty: 3560.936768
	Iteration 38Q: 3 clusters Score -232025.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -232028.156250 Penalty: 3560.936768
	Iteration 39Q: 3 clusters Score -232028.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -232029.984375 Penalty: 3560.936768
	Iteration 40F: 3 clusters Score -232030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -232030.906250 Penalty: 3560.936768
	Iteration 41Q: 3 clusters Score -232030.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -232030.906250 Penalty: 3560.936768
	Iteration 42F: 3 clusters Score -232030.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40264 members 
Entering Unmasked Estep 
Score: -7375747.000000 Penalty: 2629.596924
	Iteration 0F: 2 clusters Score -7375747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -7348719.500000 Penalty: 5259.193848
	Iteration 0F: 3 clusters Score -7348720 nChanged 18317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -7358445.000000 Penalty: 5259.193848
	Iteration 1F: 3 clusters Score -7358445 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -7358896.000000 Penalty: 5259.193848
	Iteration 2Q: 3 clusters Score -7358896 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
Score: -7359309.500000 Penalty: 5259.193848
	Iteration 3Q: 3 clusters Score -7359310 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -7359762.500000 Penalty: 5259.193848
	Iteration 4Q: 3 clusters Score -7359762 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -7360242.000000 Penalty: 5259.193848
	Iteration 5Q: 3 clusters Score -7360242 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -7360778.000000 Penalty: 5259.193848
	Iteration 6Q: 3 clusters Score -7360778 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -7361564.500000 Penalty: 5259.193848
	Iteration 7Q: 3 clusters Score -7361564 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -7362720.500000 Penalty: 5259.193848
	Iteration 8F: 3 clusters Score -7362720 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -7364293.500000 Penalty: 5259.193848
	Iteration 9F: 3 clusters Score -7364294 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -7366373.500000 Penalty: 5259.193848
	Iteration 10F: 3 clusters Score -7366374 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14380 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -7368459.000000 Penalty: 5259.193848
	Iteration 11F: 3 clusters Score -7368459 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -7369949.000000 Penalty: 5259.193848
	Iteration 12F: 3 clusters Score -7369949 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -7370669.000000 Penalty: 5259.193848
	Iteration 13Q: 3 clusters Score -7370669 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -7371129.000000 Penalty: 5259.193848
	Iteration 14Q: 3 clusters Score -7371129 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -7371471.500000 Penalty: 5259.193848
	Iteration 15Q: 3 clusters Score -7371472 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -7371740.500000 Penalty: 5259.193848
	Iteration 16Q: 3 clusters Score -7371740 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -7371949.500000 Penalty: 5259.193848
	Iteration 17Q: 3 clusters Score -7371950 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -7372107.500000 Penalty: 5259.193848
	Iteration 18Q: 3 clusters Score -7372108 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -7372291.500000 Penalty: 5259.193848
	Iteration 19Q: 3 clusters Score -7372292 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -7372409.000000 Penalty: 5259.193848
	Iteration 20F: 3 clusters Score -7372409 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -7372512.000000 Penalty: 5259.193848
	Iteration 21Q: 3 clusters Score -7372512 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -7372607.000000 Penalty: 5259.193848
	Iteration 22Q: 3 clusters Score -7372607 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -7372678.000000 Penalty: 5259.193848
	Iteration 23Q: 3 clusters Score -7372678 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 31889 members 
Entering Unmasked Estep 
Score: -7372746.500000 Penalty: 5259.193848
	Iteration 24Q: 3 clusters Score -7372746 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -7372784.500000 Penalty: 5259.193848
	Iteration 25Q: 3 clusters Score -7372784 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -7372837.000000 Penalty: 5259.193848
	Iteration 26Q: 3 clusters Score -7372837 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -7372872.500000 Penalty: 5259.193848
	Iteration 27Q: 3 clusters Score -7372872 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 32720 members 
Entering Unmasked Estep 
Score: -7372894.500000 Penalty: 5259.193848
	Iteration 28Q: 3 clusters Score -7372894 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -7372928.500000 Penalty: 5259.193848
	Iteration 29Q: 3 clusters Score -7372928 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -7372984.500000 Penalty: 5259.193848
	Iteration 30Q: 3 clusters Score -7372984 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -7373036.000000 Penalty: 5259.193848
	Iteration 31Q: 3 clusters Score -7373036 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -7373101.000000 Penalty: 5259.193848
	Iteration 32Q: 3 clusters Score -7373101 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -7373133.500000 Penalty: 5259.193848
	Iteration 33Q: 3 clusters Score -7373134 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -7373170.500000 Penalty: 5259.193848
	Iteration 34Q: 3 clusters Score -7373170 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 34152 members 
Entering Unmasked Estep 
Score: -7373194.500000 Penalty: 5259.193848
	Iteration 35Q: 3 clusters Score -7373194 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 34347 members 
Entering Unmasked Estep 
Score: -7373248.500000 Penalty: 5259.193848
	Iteration 36Q: 3 clusters Score -7373248 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 34528 members 
Entering Unmasked Estep 
Score: -7373300.000000 Penalty: 5259.193848
	Iteration 37Q: 3 clusters Score -7373300 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -7373331.500000 Penalty: 5259.193848
	Iteration 38Q: 3 clusters Score -7373332 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -7373381.500000 Penalty: 5259.193848
	Iteration 39Q: 3 clusters Score -7373382 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -7373390.500000 Penalty: 5259.193848
	Iteration 40F: 3 clusters Score -7373390 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -7373418.000000 Penalty: 5259.193848
	Iteration 41Q: 3 clusters Score -7373418 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -7373429.500000 Penalty: 5259.193848
	Iteration 42Q: 3 clusters Score -7373430 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -7373454.000000 Penalty: 5259.193848
	Iteration 43Q: 3 clusters Score -7373454 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -7373480.000000 Penalty: 5259.193848
	Iteration 44Q: 3 clusters Score -7373480 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -7373519.500000 Penalty: 5259.193848
	Iteration 45Q: 3 clusters Score -7373520 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 35861 members 
Entering Unmasked Estep 
Score: -7373551.000000 Penalty: 5259.193848
	Iteration 46Q: 3 clusters Score -7373551 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -7373587.000000 Penalty: 5259.193848
	Iteration 47Q: 3 clusters Score -7373587 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -7373631.500000 Penalty: 5259.193848
	Iteration 48Q: 3 clusters Score -7373632 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -7373636.000000 Penalty: 5259.193848
	Iteration 49Q: 3 clusters Score -7373636 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 36308 members 
Entering Unmasked Estep 
Score: -7373646.000000 Penalty: 5259.193848
	Iteration 50Q: 3 clusters Score -7373646 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -7373669.000000 Penalty: 5259.193848
	Iteration 51Q: 3 clusters Score -7373669 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 36470 members 
Entering Unmasked Estep 
Score: -7373678.500000 Penalty: 5259.193848
	Iteration 52Q: 3 clusters Score -7373678 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -7373683.500000 Penalty: 5259.193848
	Iteration 53Q: 3 clusters Score -7373684 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 36601 members 
Entering Unmasked Estep 
Score: -7373697.000000 Penalty: 5259.193848
	Iteration 54Q: 3 clusters Score -7373697 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -7373712.500000 Penalty: 5259.193848
	Iteration 55Q: 3 clusters Score -7373712 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 36724 members 
Entering Unmasked Estep 
Score: -7373705.500000 Penalty: 5259.193848
	Iteration 56Q: 3 clusters Score -7373706 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -7373712.000000 Penalty: 5259.193848
	Iteration 57Q: 3 clusters Score -7373712 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -7373727.500000 Penalty: 5259.193848
	Iteration 58Q: 3 clusters Score -7373728 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 36873 members 
Entering Unmasked Estep 
Score: -7373732.500000 Penalty: 5259.193848
	Iteration 59Q: 3 clusters Score -7373732 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -7373751.500000 Penalty: 5259.193848
	Iteration 60F: 3 clusters Score -7373752 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -7373752.500000 Penalty: 5259.193848
	Iteration 61Q: 3 clusters Score -7373752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 36979 members 
Entering Unmasked Estep 
Score: -7373761.500000 Penalty: 5259.193848
	Iteration 62Q: 3 clusters Score -7373762 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -7373755.500000 Penalty: 5259.193848
	Iteration 63Q: 3 clusters Score -7373756 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -7373753.000000 Penalty: 5259.193848
	Iteration 64Q: 3 clusters Score -7373753 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 37097 members 
Entering Unmasked Estep 
Score: -7373756.000000 Penalty: 5259.193848
	Iteration 65Q: 3 clusters Score -7373756 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 37146 members 
Entering Unmasked Estep 
Score: -7373775.000000 Penalty: 5259.193848
	Iteration 66Q: 3 clusters Score -7373775 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -7373798.000000 Penalty: 5259.193848
	Iteration 67Q: 3 clusters Score -7373798 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -7373797.000000 Penalty: 5259.193848
	Iteration 68Q: 3 clusters Score -7373797 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 37253 members 
Entering Unmasked Estep 
Score: -7373803.500000 Penalty: 5259.193848
	Iteration 69Q: 3 clusters Score -7373804 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -7373803.000000 Penalty: 5259.193848
	Iteration 70Q: 3 clusters Score -7373803 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -7373808.500000 Penalty: 5259.193848
	Iteration 71Q: 3 clusters Score -7373808 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 37345 members 
Entering Unmasked Estep 
Score: -7373812.500000 Penalty: 5259.193848
	Iteration 72Q: 3 clusters Score -7373812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -7373813.000000 Penalty: 5259.193848
	Iteration 73Q: 3 clusters Score -7373813 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 37395 members 
Entering Unmasked Estep 
Score: -7373828.000000 Penalty: 5259.193848
	Iteration 74Q: 3 clusters Score -7373828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -7373832.500000 Penalty: 5259.193848
	Iteration 75Q: 3 clusters Score -7373832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -7373851.000000 Penalty: 5259.193848
	Iteration 76Q: 3 clusters Score -7373851 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 37467 members 
Entering Unmasked Estep 
Score: -7373864.000000 Penalty: 5259.193848
	Iteration 77Q: 3 clusters Score -7373864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 37489 members 
Entering Unmasked Estep 
Score: -7373855.500000 Penalty: 5259.193848
	Iteration 78Q: 3 clusters Score -7373856 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 37509 members 
Entering Unmasked Estep 
Score: -7373850.500000 Penalty: 5259.193848
	Iteration 79Q: 3 clusters Score -7373850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 37527 members 
Entering Unmasked Estep 
Score: -7373855.500000 Penalty: 5259.193848
	Iteration 80F: 3 clusters Score -7373856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -7373856.500000 Penalty: 5259.193848
	Iteration 81Q: 3 clusters Score -7373856 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -7373860.500000 Penalty: 5259.193848
	Iteration 82Q: 3 clusters Score -7373860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -7373859.000000 Penalty: 5259.193848
	Iteration 83Q: 3 clusters Score -7373859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -7373859.000000 Penalty: 5259.193848
	Iteration 84Q: 3 clusters Score -7373859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -7373860.500000 Penalty: 5259.193848
	Iteration 85Q: 3 clusters Score -7373860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -7373874.500000 Penalty: 5259.193848
	Iteration 86Q: 3 clusters Score -7373874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 37626 members 
Entering Unmasked Estep 
Score: -7373869.000000 Penalty: 5259.193848
	Iteration 87Q: 3 clusters Score -7373869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 37635 members 
Entering Unmasked Estep 
Score: -7373870.000000 Penalty: 5259.193848
	Iteration 88Q: 3 clusters Score -7373870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 37640 members 
Entering Unmasked Estep 
Score: -7373878.000000 Penalty: 5259.193848
	Iteration 89Q: 3 clusters Score -7373878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -7373879.000000 Penalty: 5259.193848
	Iteration 90Q: 3 clusters Score -7373879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 37648 members 
Entering Unmasked Estep 
Score: -7373873.000000 Penalty: 5259.193848
	Iteration 91Q: 3 clusters Score -7373873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -7373875.000000 Penalty: 5259.193848
	Iteration 92Q: 3 clusters Score -7373875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -7373871.500000 Penalty: 5259.193848
	Iteration 93Q: 3 clusters Score -7373872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -7373871.500000 Penalty: 5259.193848
	Iteration 94F: 3 clusters Score -7373872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -40382.617188 Penalty: 1492.006958
	Iteration 0F: 2 clusters Score -40382.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -39008.488281 Penalty: 2984.013916
	Iteration 0F: 3 clusters Score -39008.49 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -39289.628906 Penalty: 2984.013916
	Iteration 1F: 3 clusters Score -39289.63 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -39531.691406 Penalty: 2984.013916
	Iteration 2F: 3 clusters Score -39531.69 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -39705.628906 Penalty: 2984.013916
	Iteration 3F: 3 clusters Score -39705.63 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -39905.011719 Penalty: 2984.013916
	Iteration 4F: 3 clusters Score -39905.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -39973.519531 Penalty: 2984.013916
	Iteration 5Q: 3 clusters Score -39973.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -39999.277344 Penalty: 2984.013916
	Iteration 6Q: 3 clusters Score -39999.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -40008.250000 Penalty: 2984.013916
	Iteration 7Q: 3 clusters Score -40008.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40019.148438 Penalty: 2984.013916
	Iteration 8Q: 3 clusters Score -40019.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -40049.050781 Penalty: 2984.013916
	Iteration 9Q: 3 clusters Score -40049.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -40049.644531 Penalty: 2984.013916
	Iteration 10F: 3 clusters Score -40049.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40062.050781 Penalty: 2984.013916
	Iteration 11Q: 3 clusters Score -40062.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -40076.746094 Penalty: 2984.013916
	Iteration 12Q: 3 clusters Score -40076.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -40087.214844 Penalty: 2984.013916
	Iteration 13Q: 3 clusters Score -40087.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40090.316406 Penalty: 2984.013916
	Iteration 14Q: 3 clusters Score -40090.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -40090.316406 Penalty: 2984.013916
	Iteration 15F: 3 clusters Score -40090.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Entering Unmasked Estep 
Score: -217355.937500 Penalty: 1769.255249
	Iteration 0F: 2 clusters Score -217355.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -215220.796875 Penalty: 3538.510498
	Iteration 0F: 3 clusters Score -215220.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -215692.156250 Penalty: 3538.510498
	Iteration 1F: 3 clusters Score -215692.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -215930.625000 Penalty: 3538.510498
	Iteration 2F: 3 clusters Score -215930.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -216246.296875 Penalty: 3538.510498
	Iteration 3F: 3 clusters Score -216246.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -216525.562500 Penalty: 3538.510498
	Iteration 4F: 3 clusters Score -216525.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -216694.843750 Penalty: 3538.510498
	Iteration 5F: 3 clusters Score -216694.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -216795.500000 Penalty: 3538.510498
	Iteration 6Q: 3 clusters Score -216795.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -216844.968750 Penalty: 3538.510498
	Iteration 7Q: 3 clusters Score -216845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -216895.968750 Penalty: 3538.510498
	Iteration 8Q: 3 clusters Score -216896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -216939.265625 Penalty: 3538.510498
	Iteration 9Q: 3 clusters Score -216939.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -216984.812500 Penalty: 3538.510498
	Iteration 10Q: 3 clusters Score -216984.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -217000.171875 Penalty: 3538.510498
	Iteration 11Q: 3 clusters Score -217000.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -217014.812500 Penalty: 3538.510498
	Iteration 12Q: 3 clusters Score -217014.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -217020.765625 Penalty: 3538.510498
	Iteration 13Q: 3 clusters Score -217020.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -217030.562500 Penalty: 3538.510498
	Iteration 14Q: 3 clusters Score -217030.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -217041.734375 Penalty: 3538.510498
	Iteration 15Q: 3 clusters Score -217041.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -217049.437500 Penalty: 3538.510498
	Iteration 16Q: 3 clusters Score -217049.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -217051.093750 Penalty: 3538.510498
	Iteration 17Q: 3 clusters Score -217051.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -217052.859375 Penalty: 3538.510498
	Iteration 18Q: 3 clusters Score -217052.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -217054.609375 Penalty: 3538.510498
	Iteration 19Q: 3 clusters Score -217054.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -217054.968750 Penalty: 3538.510498
	Iteration 20F: 3 clusters Score -217055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (44431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Entering Unmasked Estep 
Score: -8093484.000000 Penalty: 2654.019775
	Iteration 0F: 2 clusters Score -8093484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -8063843.000000 Penalty: 5308.039551
	Iteration 0F: 3 clusters Score -8063843 nChanged 20346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -8075211.000000 Penalty: 5308.039551
	Iteration 1F: 3 clusters Score -8075211 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -8075742.000000 Penalty: 5308.039551
	Iteration 2Q: 3 clusters Score -8075742 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -8076320.500000 Penalty: 5308.039551
	Iteration 3Q: 3 clusters Score -8076320 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -8076833.500000 Penalty: 5308.039551
	Iteration 4Q: 3 clusters Score -8076834 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -8077422.000000 Penalty: 5308.039551
	Iteration 5Q: 3 clusters Score -8077422 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -8078124.000000 Penalty: 5308.039551
	Iteration 6Q: 3 clusters Score -8078124 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -8079070.500000 Penalty: 5308.039551
	Iteration 7Q: 3 clusters Score -8079070 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -8080326.000000 Penalty: 5308.039551
	Iteration 8Q: 3 clusters Score -8080326 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -8081911.000000 Penalty: 5308.039551
	Iteration 9F: 3 clusters Score -8081911 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -8083592.500000 Penalty: 5308.039551
	Iteration 10F: 3 clusters Score -8083592 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -8084943.000000 Penalty: 5308.039551
	Iteration 11F: 3 clusters Score -8084943 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -8085644.500000 Penalty: 5308.039551
	Iteration 12Q: 3 clusters Score -8085644 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -8085950.500000 Penalty: 5308.039551
	Iteration 13Q: 3 clusters Score -8085950 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -8086081.500000 Penalty: 5308.039551
	Iteration 14Q: 3 clusters Score -8086082 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 22157 members 
Entering Unmasked Estep 
Score: -8086181.000000 Penalty: 5308.039551
	Iteration 15Q: 3 clusters Score -8086181 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -8086241.500000 Penalty: 5308.039551
	Iteration 16Q: 3 clusters Score -8086242 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -8086319.500000 Penalty: 5308.039551
	Iteration 17Q: 3 clusters Score -8086320 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -8086350.500000 Penalty: 5308.039551
	Iteration 18Q: 3 clusters Score -8086350 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -8086394.500000 Penalty: 5308.039551
	Iteration 19Q: 3 clusters Score -8086394 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 22731 members 
Entering Unmasked Estep 
Score: -8086433.000000 Penalty: 5308.039551
	Iteration 20F: 3 clusters Score -8086433 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -8086463.000000 Penalty: 5308.039551
	Iteration 21Q: 3 clusters Score -8086463 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -8086507.500000 Penalty: 5308.039551
	Iteration 22Q: 3 clusters Score -8086508 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -8086540.000000 Penalty: 5308.039551
	Iteration 23Q: 3 clusters Score -8086540 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -8086572.500000 Penalty: 5308.039551
	Iteration 24Q: 3 clusters Score -8086572 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -8086605.000000 Penalty: 5308.039551
	Iteration 25Q: 3 clusters Score -8086605 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -8086654.000000 Penalty: 5308.039551
	Iteration 26Q: 3 clusters Score -8086654 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20644 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -8086670.000000 Penalty: 5308.039551
	Iteration 27Q: 3 clusters Score -8086670 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -8086688.500000 Penalty: 5308.039551
	Iteration 28Q: 3 clusters Score -8086688 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -8086685.500000 Penalty: 5308.039551
	Iteration 29Q: 3 clusters Score -8086686 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 24289 members 
Entering Unmasked Estep 
Score: -8086686.000000 Penalty: 5308.039551
	Iteration 30Q: 3 clusters Score -8086686 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -8086731.000000 Penalty: 5308.039551
	Iteration 31Q: 3 clusters Score -8086731 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -8086812.500000 Penalty: 5308.039551
	Iteration 32Q: 3 clusters Score -8086812 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -8086831.000000 Penalty: 5308.039551
	Iteration 33Q: 3 clusters Score -8086831 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -8086865.000000 Penalty: 5308.039551
	Iteration 34Q: 3 clusters Score -8086865 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -8086912.000000 Penalty: 5308.039551
	Iteration 35Q: 3 clusters Score -8086912 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 25563 members 
Entering Unmasked Estep 
Score: -8086908.000000 Penalty: 5308.039551
	Iteration 36Q: 3 clusters Score -8086908 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 25789 members 
Entering Unmasked Estep 
Score: -8086911.000000 Penalty: 5308.039551
	Iteration 37Q: 3 clusters Score -8086911 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 26027 members 
Entering Unmasked Estep 
Score: -8086943.500000 Penalty: 5308.039551
	Iteration 38Q: 3 clusters Score -8086944 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -8086970.000000 Penalty: 5308.039551
	Iteration 39Q: 3 clusters Score -8086970 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -8086998.500000 Penalty: 5308.039551
	Iteration 40F: 3 clusters Score -8086998 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -8087044.000000 Penalty: 5308.039551
	Iteration 41Q: 3 clusters Score -8087044 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -8087057.000000 Penalty: 5308.039551
	Iteration 42Q: 3 clusters Score -8087057 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -8087107.500000 Penalty: 5308.039551
	Iteration 43Q: 3 clusters Score -8087108 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -8087149.500000 Penalty: 5308.039551
	Iteration 44Q: 3 clusters Score -8087150 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -8087182.500000 Penalty: 5308.039551
	Iteration 45Q: 3 clusters Score -8087182 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -8087222.000000 Penalty: 5308.039551
	Iteration 46Q: 3 clusters Score -8087222 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -8087256.000000 Penalty: 5308.039551
	Iteration 47Q: 3 clusters Score -8087256 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -8087311.000000 Penalty: 5308.039551
	Iteration 48Q: 3 clusters Score -8087311 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -8087375.500000 Penalty: 5308.039551
	Iteration 49Q: 3 clusters Score -8087376 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -8087465.500000 Penalty: 5308.039551
	Iteration 50Q: 3 clusters Score -8087466 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -8087515.500000 Penalty: 5308.039551
	Iteration 51Q: 3 clusters Score -8087516 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -8087609.500000 Penalty: 5308.039551
	Iteration 52Q: 3 clusters Score -8087610 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -8087614.500000 Penalty: 5308.039551
	Iteration 53Q: 3 clusters Score -8087614 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -8087698.500000 Penalty: 5308.039551
	Iteration 54Q: 3 clusters Score -8087698 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -8087815.000000 Penalty: 5308.039551
	Iteration 55Q: 3 clusters Score -8087815 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -8087879.500000 Penalty: 5308.039551
	Iteration 56Q: 3 clusters Score -8087880 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -8087963.000000 Penalty: 5308.039551
	Iteration 57Q: 3 clusters Score -8087963 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -8088056.000000 Penalty: 5308.039551
	Iteration 58Q: 3 clusters Score -8088056 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -8088169.000000 Penalty: 5308.039551
	Iteration 59Q: 3 clusters Score -8088169 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -8088288.500000 Penalty: 5308.039551
	Iteration 60F: 3 clusters Score -8088288 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -8088429.000000 Penalty: 5308.039551
	Iteration 61Q: 3 clusters Score -8088429 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 34588 members 
Entering Unmasked Estep 
Score: -8088582.000000 Penalty: 5308.039551
	Iteration 62Q: 3 clusters Score -8088582 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -8088718.000000 Penalty: 5308.039551
	Iteration 63Q: 3 clusters Score -8088718 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
Score: -8088853.000000 Penalty: 5308.039551
	Iteration 64Q: 3 clusters Score -8088853 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -8089007.500000 Penalty: 5308.039551
	Iteration 65Q: 3 clusters Score -8089008 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -8089111.000000 Penalty: 5308.039551
	Iteration 66Q: 3 clusters Score -8089111 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -8089265.000000 Penalty: 5308.039551
	Iteration 67Q: 3 clusters Score -8089265 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 37501 members 
Entering Unmasked Estep 
Score: -8089405.000000 Penalty: 5308.039551
	Iteration 68Q: 3 clusters Score -8089405 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -8089523.500000 Penalty: 5308.039551
	Iteration 69Q: 3 clusters Score -8089524 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
Score: -8089668.500000 Penalty: 5308.039551
	Iteration 70Q: 3 clusters Score -8089668 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
Score: -8089809.000000 Penalty: 5308.039551
	Iteration 71Q: 3 clusters Score -8089809 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -8089921.500000 Penalty: 5308.039551
	Iteration 72Q: 3 clusters Score -8089922 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -8089997.500000 Penalty: 5308.039551
	Iteration 73Q: 3 clusters Score -8089998 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -8090117.000000 Penalty: 5308.039551
	Iteration 74Q: 3 clusters Score -8090117 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -8090213.500000 Penalty: 5308.039551
	Iteration 75Q: 3 clusters Score -8090214 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 40376 members 
Entering Unmasked Estep 
Score: -8090296.500000 Penalty: 5308.039551
	Iteration 76Q: 3 clusters Score -8090296 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -8090402.000000 Penalty: 5308.039551
	Iteration 77Q: 3 clusters Score -8090402 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -8090524.000000 Penalty: 5308.039551
	Iteration 78Q: 3 clusters Score -8090524 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 41210 members 
Entering Unmasked Estep 
Score: -8090618.500000 Penalty: 5308.039551
	Iteration 79Q: 3 clusters Score -8090618 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -8090685.000000 Penalty: 5308.039551
	Iteration 80F: 3 clusters Score -8090685 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 41641 members 
Entering Unmasked Estep 
Score: -8090750.000000 Penalty: 5308.039551
	Iteration 81Q: 3 clusters Score -8090750 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -8090793.500000 Penalty: 5308.039551
	Iteration 82Q: 3 clusters Score -8090794 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 41966 members 
Entering Unmasked Estep 
Score: -8090849.000000 Penalty: 5308.039551
	Iteration 83Q: 3 clusters Score -8090849 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 42106 members 
Entering Unmasked Estep 
Score: -8090902.500000 Penalty: 5308.039551
	Iteration 84Q: 3 clusters Score -8090902 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 42248 members 
Entering Unmasked Estep 
Score: -8090944.000000 Penalty: 5308.039551
	Iteration 85Q: 3 clusters Score -8090944 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 42367 members 
Entering Unmasked Estep 
Score: -8090971.000000 Penalty: 5308.039551
	Iteration 86Q: 3 clusters Score -8090971 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 42472 members 
Entering Unmasked Estep 
Score: -8091015.000000 Penalty: 5308.039551
	Iteration 87Q: 3 clusters Score -8091015 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
Score: -8091034.500000 Penalty: 5308.039551
	Iteration 88Q: 3 clusters Score -8091034 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 42647 members 
Entering Unmasked Estep 
Score: -8091050.000000 Penalty: 5308.039551
	Iteration 89Q: 3 clusters Score -8091050 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 42721 members 
Entering Unmasked Estep 
Score: -8091068.500000 Penalty: 5308.039551
	Iteration 90Q: 3 clusters Score -8091068 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 42789 members 
Entering Unmasked Estep 
Score: -8091083.500000 Penalty: 5308.039551
	Iteration 91Q: 3 clusters Score -8091084 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -8091104.000000 Penalty: 5308.039551
	Iteration 92Q: 3 clusters Score -8091104 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 42909 members 
Entering Unmasked Estep 
Score: -8091128.000000 Penalty: 5308.039551
	Iteration 93Q: 3 clusters Score -8091128 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 42954 members 
Entering Unmasked Estep 
Score: -8091130.500000 Penalty: 5308.039551
	Iteration 94Q: 3 clusters Score -8091130 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 43000 members 
Entering Unmasked Estep 
Score: -8091146.000000 Penalty: 5308.039551
	Iteration 95Q: 3 clusters Score -8091146 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 43043 members 
Entering Unmasked Estep 
Score: -8091161.000000 Penalty: 5308.039551
	Iteration 96Q: 3 clusters Score -8091161 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 43088 members 
Entering Unmasked Estep 
Score: -8091176.000000 Penalty: 5308.039551
	Iteration 97Q: 3 clusters Score -8091176 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 43125 members 
Entering Unmasked Estep 
Score: -8091190.000000 Penalty: 5308.039551
	Iteration 98Q: 3 clusters Score -8091190 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 43150 members 
Entering Unmasked Estep 
Score: -8091200.000000 Penalty: 5308.039551
	Iteration 99Q: 3 clusters Score -8091200 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -8091218.500000 Penalty: 5308.039551
	Iteration 100F: 3 clusters Score -8091218 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -8091223.500000 Penalty: 5308.039551
	Iteration 101Q: 3 clusters Score -8091224 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 43232 members 
Entering Unmasked Estep 
Score: -8091239.000000 Penalty: 5308.039551
	Iteration 102Q: 3 clusters Score -8091239 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -8091237.500000 Penalty: 5308.039551
	Iteration 103Q: 3 clusters Score -8091238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 43257 members 
Entering Unmasked Estep 
Score: -8091242.000000 Penalty: 5308.039551
	Iteration 104Q: 3 clusters Score -8091242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 43269 members 
Entering Unmasked Estep 
Score: -8091238.000000 Penalty: 5308.039551
	Iteration 105Q: 3 clusters Score -8091238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -8091237.000000 Penalty: 5308.039551
	Iteration 106Q: 3 clusters Score -8091237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 43284 members 
Entering Unmasked Estep 
Score: -8091238.500000 Penalty: 5308.039551
	Iteration 107Q: 3 clusters Score -8091238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 43296 members 
Entering Unmasked Estep 
Score: -8091247.000000 Penalty: 5308.039551
	Iteration 108Q: 3 clusters Score -8091247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 43300 members 
Entering Unmasked Estep 
Score: -8091249.000000 Penalty: 5308.039551
	Iteration 109Q: 3 clusters Score -8091249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -8091253.000000 Penalty: 5308.039551
	Iteration 110Q: 3 clusters Score -8091253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -8091258.500000 Penalty: 5308.039551
	Iteration 111Q: 3 clusters Score -8091258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 43320 members 
Entering Unmasked Estep 
Score: -8091260.500000 Penalty: 5308.039551
	Iteration 112Q: 3 clusters Score -8091260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -8091260.000000 Penalty: 5308.039551
	Iteration 113Q: 3 clusters Score -8091260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 43342 members 
Entering Unmasked Estep 
Score: -8091265.000000 Penalty: 5308.039551
	Iteration 114Q: 3 clusters Score -8091265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 43351 members 
Entering Unmasked Estep 
Score: -8091267.500000 Penalty: 5308.039551
	Iteration 115Q: 3 clusters Score -8091268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -8091272.000000 Penalty: 5308.039551
	Iteration 116Q: 3 clusters Score -8091272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 43372 members 
Entering Unmasked Estep 
Score: -8091276.500000 Penalty: 5308.039551
	Iteration 117Q: 3 clusters Score -8091276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 43383 members 
Entering Unmasked Estep 
Score: -8091272.000000 Penalty: 5308.039551
	Iteration 118Q: 3 clusters Score -8091272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 43393 members 
Entering Unmasked Estep 
Score: -8091286.500000 Penalty: 5308.039551
	Iteration 119Q: 3 clusters Score -8091286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 43407 members 
Entering Unmasked Estep 
Score: -8091294.000000 Penalty: 5308.039551
	Iteration 120F: 3 clusters Score -8091294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 43415 members 
Entering Unmasked Estep 
Score: -8091298.500000 Penalty: 5308.039551
	Iteration 121Q: 3 clusters Score -8091298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 43429 members 
Entering Unmasked Estep 
Score: -8091314.500000 Penalty: 5308.039551
	Iteration 122Q: 3 clusters Score -8091314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
Score: -8091315.500000 Penalty: 5308.039551
	Iteration 123Q: 3 clusters Score -8091316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 43457 members 
Entering Unmasked Estep 
Score: -8091326.000000 Penalty: 5308.039551
	Iteration 124Q: 3 clusters Score -8091326 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 43475 members 
Entering Unmasked Estep 
Score: -8091331.000000 Penalty: 5308.039551
	Iteration 125Q: 3 clusters Score -8091331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -8091331.500000 Penalty: 5308.039551
	Iteration 126Q: 3 clusters Score -8091332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -8091344.000000 Penalty: 5308.039551
	Iteration 127Q: 3 clusters Score -8091344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -8091356.500000 Penalty: 5308.039551
	Iteration 128Q: 3 clusters Score -8091356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -8091366.000000 Penalty: 5308.039551
	Iteration 129Q: 3 clusters Score -8091366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -8091363.000000 Penalty: 5308.039551
	Iteration 130Q: 3 clusters Score -8091363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -8091369.500000 Penalty: 5308.039551
	Iteration 131Q: 3 clusters Score -8091370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -8091380.500000 Penalty: 5308.039551
	Iteration 132Q: 3 clusters Score -8091380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -8091387.500000 Penalty: 5308.039551
	Iteration 133Q: 3 clusters Score -8091388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -8091384.500000 Penalty: 5308.039551
	Iteration 134Q: 3 clusters Score -8091384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 43547 members 
Entering Unmasked Estep 
Score: -8091384.500000 Penalty: 5308.039551
	Iteration 135Q: 3 clusters Score -8091384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 43552 members 
Entering Unmasked Estep 
Score: -8091384.000000 Penalty: 5308.039551
	Iteration 136Q: 3 clusters Score -8091384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 43555 members 
Entering Unmasked Estep 
Score: -8091386.500000 Penalty: 5308.039551
	Iteration 137Q: 3 clusters Score -8091386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 43558 members 
Entering Unmasked Estep 
Score: -8091392.000000 Penalty: 5308.039551
	Iteration 138Q: 3 clusters Score -8091392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -8091396.500000 Penalty: 5308.039551
	Iteration 139Q: 3 clusters Score -8091396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -8091396.000000 Penalty: 5308.039551
	Iteration 140F: 3 clusters Score -8091396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -8091398.500000 Penalty: 5308.039551
	Iteration 141Q: 3 clusters Score -8091398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 43568 members 
Entering Unmasked Estep 
Score: -8091394.000000 Penalty: 5308.039551
	Iteration 142Q: 3 clusters Score -8091394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -8091391.500000 Penalty: 5308.039551
	Iteration 143Q: 3 clusters Score -8091392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 43571 members 
Entering Unmasked Estep 
Score: -8091395.000000 Penalty: 5308.039551
	Iteration 144Q: 3 clusters Score -8091395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 43576 members 
Entering Unmasked Estep 
Score: -8091399.500000 Penalty: 5308.039551
	Iteration 145Q: 3 clusters Score -8091400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 43583 members 
Entering Unmasked Estep 
Score: -8091401.500000 Penalty: 5308.039551
	Iteration 146Q: 3 clusters Score -8091402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 43594 members 
Entering Unmasked Estep 
Score: -8091407.500000 Penalty: 5308.039551
	Iteration 147Q: 3 clusters Score -8091408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 43598 members 
Entering Unmasked Estep 
Score: -8091410.500000 Penalty: 5308.039551
	Iteration 148Q: 3 clusters Score -8091410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -8091405.000000 Penalty: 5308.039551
	Iteration 149Q: 3 clusters Score -8091405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -8091405.000000 Penalty: 5308.039551
	Iteration 150F: 3 clusters Score -8091405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Entering Unmasked Estep 
Score: -173736.296875 Penalty: 1737.885010
	Iteration 0F: 2 clusters Score -173736.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -171703.484375 Penalty: 3475.770020
	Iteration 0F: 3 clusters Score -171703.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -172115.593750 Penalty: 3475.770020
	Iteration 1F: 3 clusters Score -172115.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -172362.406250 Penalty: 3475.770020
	Iteration 2F: 3 clusters Score -172362.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -172522.453125 Penalty: 3475.770020
	Iteration 3F: 3 clusters Score -172522.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -172600.468750 Penalty: 3475.770020
	Iteration 4Q: 3 clusters Score -172600.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -172666.453125 Penalty: 3475.770020
	Iteration 5Q: 3 clusters Score -172666.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -172706.343750 Penalty: 3475.770020
	Iteration 6Q: 3 clusters Score -172706.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -172728.984375 Penalty: 3475.770020
	Iteration 7Q: 3 clusters Score -172729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -172736.812500 Penalty: 3475.770020
	Iteration 8Q: 3 clusters Score -172736.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -172743.281250 Penalty: 3475.770020
	Iteration 9Q: 3 clusters Score -172743.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -172752.796875 Penalty: 3475.770020
	Iteration 10Q: 3 clusters Score -172752.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -172761.453125 Penalty: 3475.770020
	Iteration 11Q: 3 clusters Score -172761.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -172774.906250 Penalty: 3475.770020
	Iteration 12Q: 3 clusters Score -172774.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -172776.718750 Penalty: 3475.770020
	Iteration 13Q: 3 clusters Score -172776.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -172778.421875 Penalty: 3475.770020
	Iteration 14Q: 3 clusters Score -172778.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -172780.171875 Penalty: 3475.770020
	Iteration 15Q: 3 clusters Score -172780.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -172780.171875 Penalty: 3475.770020
	Iteration 16F: 3 clusters Score -172780.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47608 members 
Entering Unmasked Estep 
Score: -8793217.000000 Penalty: 2671.147461
	Iteration 0F: 2 clusters Score -8793217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -8764081.000000 Penalty: 5342.294922
	Iteration 0F: 3 clusters Score -8764081 nChanged 21819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -8775918.000000 Penalty: 5342.294922
	Iteration 1F: 3 clusters Score -8775918 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -8776563.000000 Penalty: 5342.294922
	Iteration 2Q: 3 clusters Score -8776563 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -8777531.000000 Penalty: 5342.294922
	Iteration 3Q: 3 clusters Score -8777531 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -8779050.000000 Penalty: 5342.294922
	Iteration 4F: 3 clusters Score -8779050 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -8781438.000000 Penalty: 5342.294922
	Iteration 5F: 3 clusters Score -8781438 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 38975 members 
Entering Unmasked Estep 
Score: -8784647.000000 Penalty: 5342.294922
	Iteration 6F: 3 clusters Score -8784647 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 42807 members 
Entering Unmasked Estep 
Score: -8788160.000000 Penalty: 5342.294922
	Iteration 7F: 3 clusters Score -8788160 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 45528 members 
Entering Unmasked Estep 
Score: -8789921.000000 Penalty: 5342.294922
	Iteration 8F: 3 clusters Score -8789921 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 46810 members 
Entering Unmasked Estep 
Score: -8790434.000000 Penalty: 5342.294922
	Iteration 9Q: 3 clusters Score -8790434 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 47242 members 
Entering Unmasked Estep 
Score: -8790668.000000 Penalty: 5342.294922
	Iteration 10Q: 3 clusters Score -8790668 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 47345 members 
Entering Unmasked Estep 
Score: -8790770.000000 Penalty: 5342.294922
	Iteration 11Q: 3 clusters Score -8790770 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 47382 members 
Entering Unmasked Estep 
Score: -8790819.000000 Penalty: 5342.294922
	Iteration 12Q: 3 clusters Score -8790819 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 47403 members 
Entering Unmasked Estep 
Score: -8790867.000000 Penalty: 5342.294922
	Iteration 13Q: 3 clusters Score -8790867 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 47418 members 
Entering Unmasked Estep 
Score: -8790900.000000 Penalty: 5342.294922
	Iteration 14Q: 3 clusters Score -8790900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 47426 members 
Entering Unmasked Estep 
Score: -8790906.000000 Penalty: 5342.294922
	Iteration 15Q: 3 clusters Score -8790906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 47430 members 
Entering Unmasked Estep 
Score: -8790909.000000 Penalty: 5342.294922
	Iteration 16Q: 3 clusters Score -8790909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 47430 members 
Entering Unmasked Estep 
Score: -8790917.000000 Penalty: 5342.294922
	Iteration 17Q: 3 clusters Score -8790917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 47431 members 
Entering Unmasked Estep 
Score: -8790914.000000 Penalty: 5342.294922
	Iteration 18Q: 3 clusters Score -8790914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 47431 members 
Entering Unmasked Estep 
Score: -8790914.000000 Penalty: 5342.294922
	Iteration 19F: 3 clusters Score -8790914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -15706.192383 Penalty: 1338.744385
	Iteration 0F: 2 clusters Score -15706.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -14643.593750 Penalty: 2677.488770
	Iteration 0F: 3 clusters Score -14643.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -14757.681641 Penalty: 2677.488770
	Iteration 1F: 3 clusters Score -14757.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -14795.621094 Penalty: 2677.488770
	Iteration 2Q: 3 clusters Score -14795.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14806.633789 Penalty: 2677.488770
	Iteration 3Q: 3 clusters Score -14806.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14809.022461 Penalty: 2677.488770
	Iteration 4Q: 3 clusters Score -14809.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14809.022461 Penalty: 2677.488770
	Iteration 5F: 3 clusters Score -14809.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Entering Unmasked Estep 
Score: -119927.757812 Penalty: 1625.728516
	Iteration 0F: 2 clusters Score -119927.8 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 347 members 
Entering Unmasked Estep 
Score: -118278.742188 Penalty: 3251.457031
	Iteration 0F: 3 clusters Score -118278.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -118631.890625 Penalty: 3251.457031
	Iteration 1F: 3 clusters Score -118631.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -118737.304688 Penalty: 3251.457031
	Iteration 2F: 3 clusters Score -118737.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -118779.406250 Penalty: 3251.457031
	Iteration 3Q: 3 clusters Score -118779.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -118822.187500 Penalty: 3251.457031
	Iteration 4Q: 3 clusters Score -118822.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -118857.601562 Penalty: 3251.457031
	Iteration 5Q: 3 clusters Score -118857.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -118924.398438 Penalty: 3251.457031
	Iteration 6Q: 3 clusters Score -118924.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -118957.226562 Penalty: 3251.457031
	Iteration 7Q: 3 clusters Score -118957.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -118980.093750 Penalty: 3251.457031
	Iteration 8Q: 3 clusters Score -118980.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -119012.109375 Penalty: 3251.457031
	Iteration 9Q: 3 clusters Score -119012.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -119040.937500 Penalty: 3251.457031
	Iteration 10Q: 3 clusters Score -119040.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -119067.867188 Penalty: 3251.457031
	Iteration 11Q: 3 clusters Score -119067.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -119081.179688 Penalty: 3251.457031
	Iteration 12Q: 3 clusters Score -119081.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -119090.742188 Penalty: 3251.457031
	Iteration 13Q: 3 clusters Score -119090.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -119102.601562 Penalty: 3251.457031
	Iteration 14Q: 3 clusters Score -119102.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -119143.398438 Penalty: 3251.457031
	Iteration 15Q: 3 clusters Score -119143.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -119193.726562 Penalty: 3251.457031
	Iteration 16Q: 3 clusters Score -119193.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -119224.328125 Penalty: 3251.457031
	Iteration 17Q: 3 clusters Score -119224.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -119240.039062 Penalty: 3251.457031
	Iteration 18Q: 3 clusters Score -119240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -119253.906250 Penalty: 3251.457031
	Iteration 19Q: 3 clusters Score -119253.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -119264.671875 Penalty: 3251.457031
	Iteration 20F: 3 clusters Score -119264.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -119274.617188 Penalty: 3251.457031
	Iteration 21Q: 3 clusters Score -119274.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -119274.617188 Penalty: 3251.457031
	Iteration 22F: 3 clusters Score -119274.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43309 members 
Entering Unmasked Estep 
Score: -7906257.000000 Penalty: 2647.676758
	Iteration 0F: 2 clusters Score -7906257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -7877542.500000 Penalty: 5295.353516
	Iteration 0F: 3 clusters Score -7877542 nChanged 19915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -7888704.000000 Penalty: 5295.353516
	Iteration 1F: 3 clusters Score -7888704 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -7890125.000000 Penalty: 5295.353516
	Iteration 2F: 3 clusters Score -7890125 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -7892202.500000 Penalty: 5295.353516
	Iteration 3F: 3 clusters Score -7892202 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -7894766.000000 Penalty: 5295.353516
	Iteration 4F: 3 clusters Score -7894766 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -7897914.500000 Penalty: 5295.353516
	Iteration 5F: 3 clusters Score -7897914 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -7901180.000000 Penalty: 5295.353516
	Iteration 6F: 3 clusters Score -7901180 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28392 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -7903279.000000 Penalty: 5295.353516
	Iteration 7F: 3 clusters Score -7903279 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -7904293.500000 Penalty: 5295.353516
	Iteration 8Q: 3 clusters Score -7904294 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -7904887.500000 Penalty: 5295.353516
	Iteration 9Q: 3 clusters Score -7904888 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -7905379.000000 Penalty: 5295.353516
	Iteration 10Q: 3 clusters Score -7905379 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -7905632.500000 Penalty: 5295.353516
	Iteration 11Q: 3 clusters Score -7905632 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -7905852.500000 Penalty: 5295.353516
	Iteration 12Q: 3 clusters Score -7905852 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -7905986.500000 Penalty: 5295.353516
	Iteration 13Q: 3 clusters Score -7905986 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -7906089.500000 Penalty: 5295.353516
	Iteration 14Q: 3 clusters Score -7906090 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -7906138.500000 Penalty: 5295.353516
	Iteration 15Q: 3 clusters Score -7906138 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -7906190.500000 Penalty: 5295.353516
	Iteration 16Q: 3 clusters Score -7906190 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32281 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -7906196.000000 Penalty: 5295.353516
	Iteration 17Q: 3 clusters Score -7906196 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -7906218.000000 Penalty: 5295.353516
	Iteration 18Q: 3 clusters Score -7906218 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -7906259.000000 Penalty: 5295.353516
	Iteration 19Q: 3 clusters Score -7906259 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -7906246.000000 Penalty: 5295.353516
	Iteration 20F: 3 clusters Score -7906246 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -7906257.000000 Penalty: 5295.353516
	Iteration 21Q: 3 clusters Score -7906257 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32726 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -7906271.000000 Penalty: 5295.353516
	Iteration 22Q: 3 clusters Score -7906271 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -7906266.500000 Penalty: 5295.353516
	Iteration 23Q: 3 clusters Score -7906266 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32854 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -7906287.000000 Penalty: 5295.353516
	Iteration 24Q: 3 clusters Score -7906287 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -7906297.500000 Penalty: 5295.353516
	Iteration 25Q: 3 clusters Score -7906298 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -7906287.000000 Penalty: 5295.353516
	Iteration 26Q: 3 clusters Score -7906287 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33023 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -7906296.500000 Penalty: 5295.353516
	Iteration 27Q: 3 clusters Score -7906296 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -7906275.500000 Penalty: 5295.353516
	Iteration 28Q: 3 clusters Score -7906276 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -7906295.500000 Penalty: 5295.353516
	Iteration 29Q: 3 clusters Score -7906296 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -7906270.500000 Penalty: 5295.353516
	Iteration 30Q: 3 clusters Score -7906270 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -7906293.000000 Penalty: 5295.353516
	Iteration 31Q: 3 clusters Score -7906293 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -7906295.000000 Penalty: 5295.353516
	Iteration 32Q: 3 clusters Score -7906295 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -7906293.500000 Penalty: 5295.353516
	Iteration 33Q: 3 clusters Score -7906294 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33384 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -7906300.500000 Penalty: 5295.353516
	Iteration 34Q: 3 clusters Score -7906300 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -7906302.500000 Penalty: 5295.353516
	Iteration 35Q: 3 clusters Score -7906302 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -7906295.500000 Penalty: 5295.353516
	Iteration 36Q: 3 clusters Score -7906296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -7906293.000000 Penalty: 5295.353516
	Iteration 37Q: 3 clusters Score -7906293 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33500 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -7906293.500000 Penalty: 5295.353516
	Iteration 38Q: 3 clusters Score -7906294 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -7906301.500000 Penalty: 5295.353516
	Iteration 39Q: 3 clusters Score -7906302 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -7906298.000000 Penalty: 5295.353516
	Iteration 40F: 3 clusters Score -7906298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -7906306.000000 Penalty: 5295.353516
	Iteration 41Q: 3 clusters Score -7906306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -7906304.000000 Penalty: 5295.353516
	Iteration 42Q: 3 clusters Score -7906304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -7906291.500000 Penalty: 5295.353516
	Iteration 43Q: 3 clusters Score -7906292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33631 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -7906297.500000 Penalty: 5295.353516
	Iteration 44Q: 3 clusters Score -7906298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -7906307.500000 Penalty: 5295.353516
	Iteration 45Q: 3 clusters Score -7906308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -7906310.500000 Penalty: 5295.353516
	Iteration 46Q: 3 clusters Score -7906310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -7906312.000000 Penalty: 5295.353516
	Iteration 47Q: 3 clusters Score -7906312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33695 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -7906309.500000 Penalty: 5295.353516
	Iteration 48Q: 3 clusters Score -7906310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -7906311.500000 Penalty: 5295.353516
	Iteration 49Q: 3 clusters Score -7906312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -7906318.500000 Penalty: 5295.353516
	Iteration 50Q: 3 clusters Score -7906318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33732 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -7906325.500000 Penalty: 5295.353516
	Iteration 51Q: 3 clusters Score -7906326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -7906323.000000 Penalty: 5295.353516
	Iteration 52Q: 3 clusters Score -7906323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -7906329.000000 Penalty: 5295.353516
	Iteration 53Q: 3 clusters Score -7906329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33750 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -7906328.000000 Penalty: 5295.353516
	Iteration 54Q: 3 clusters Score -7906328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -7906326.500000 Penalty: 5295.353516
	Iteration 55Q: 3 clusters Score -7906326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -7906329.500000 Penalty: 5295.353516
	Iteration 56Q: 3 clusters Score -7906330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -7906337.000000 Penalty: 5295.353516
	Iteration 57Q: 3 clusters Score -7906337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33769 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -7906325.500000 Penalty: 5295.353516
	Iteration 58Q: 3 clusters Score -7906326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -7906334.000000 Penalty: 5295.353516
	Iteration 59Q: 3 clusters Score -7906334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -7906337.500000 Penalty: 5295.353516
	Iteration 60F: 3 clusters Score -7906338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -7906322.500000 Penalty: 5295.353516
	Iteration 61Q: 3 clusters Score -7906322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -7906324.000000 Penalty: 5295.353516
	Iteration 62Q: 3 clusters Score -7906324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7906327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7906327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -7906331.000000 Penalty: 5295.353516
	Iteration 65Q: 3 clusters Score -7906331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -7906336.500000 Penalty: 5295.353516
	Iteration 66Q: 3 clusters Score -7906336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -7906346.500000 Penalty: 5295.353516
	Iteration 67Q: 3 clusters Score -7906346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33826 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -7906343.500000 Penalty: 5295.353516
	Iteration 68Q: 3 clusters Score -7906344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33836 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -7906349.000000 Penalty: 5295.353516
	Iteration 69Q: 3 clusters Score -7906349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -7906354.500000 Penalty: 5295.353516
	Iteration 70Q: 3 clusters Score -7906354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33859 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -7906351.000000 Penalty: 5295.353516
	Iteration 71Q: 3 clusters Score -7906351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33874 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -7906362.500000 Penalty: 5295.353516
	Iteration 72Q: 3 clusters Score -7906362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33887 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -7906360.500000 Penalty: 5295.353516
	Iteration 73Q: 3 clusters Score -7906360 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33908 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -7906362.500000 Penalty: 5295.353516
	Iteration 74Q: 3 clusters Score -7906362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33923 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -7906374.000000 Penalty: 5295.353516
	Iteration 75Q: 3 clusters Score -7906374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -7906378.000000 Penalty: 5295.353516
	Iteration 76Q: 3 clusters Score -7906378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -7906378.000000 Penalty: 5295.353516
	Iteration 77Q: 3 clusters Score -7906378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33966 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -7906368.000000 Penalty: 5295.353516
	Iteration 78Q: 3 clusters Score -7906368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -7906371.000000 Penalty: 5295.353516
	Iteration 79Q: 3 clusters Score -7906371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -7906375.500000 Penalty: 5295.353516
	Iteration 80F: 3 clusters Score -7906376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34014 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -7906375.000000 Penalty: 5295.353516
	Iteration 81Q: 3 clusters Score -7906375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7906370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -7906371.000000 Penalty: 5295.353516
	Iteration 83Q: 3 clusters Score -7906371 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -7906377.000000 Penalty: 5295.353516
	Iteration 84Q: 3 clusters Score -7906377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -7906372.500000 Penalty: 5295.353516
	Iteration 85Q: 3 clusters Score -7906372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -7906359.500000 Penalty: 5295.353516
	Iteration 86Q: 3 clusters Score -7906360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34116 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -7906349.500000 Penalty: 5295.353516
	Iteration 87Q: 3 clusters Score -7906350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -7906358.000000 Penalty: 5295.353516
	Iteration 88Q: 3 clusters Score -7906358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -7906365.500000 Penalty: 5295.353516
	Iteration 89Q: 3 clusters Score -7906366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -7906368.500000 Penalty: 5295.353516
	Iteration 90Q: 3 clusters Score -7906368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7906370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7906368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -7906367.500000 Penalty: 5295.353516
	Iteration 93Q: 3 clusters Score -7906368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -7906371.000000 Penalty: 5295.353516
	Iteration 94Q: 3 clusters Score -7906371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7906370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -7906366.000000 Penalty: 5295.353516
	Iteration 96Q: 3 clusters Score -7906366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7906370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7906365 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -7906370.500000 Penalty: 5295.353516
	Iteration 99Q: 3 clusters Score -7906370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -7906373.000000 Penalty: 5295.353516
	Iteration 100F: 3 clusters Score -7906373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34196 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -7906373.500000 Penalty: 5295.353516
	Iteration 101Q: 3 clusters Score -7906374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -7906365.500000 Penalty: 5295.353516
	Iteration 102Q: 3 clusters Score -7906366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -7906357.000000 Penalty: 5295.353516
	Iteration 103Q: 3 clusters Score -7906357 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -7906378.000000 Penalty: 5295.353516
	Iteration 104Q: 3 clusters Score -7906378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34223 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -7906379.000000 Penalty: 5295.353516
	Iteration 105Q: 3 clusters Score -7906379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -7906379.000000 Penalty: 5295.353516
	Iteration 106Q: 3 clusters Score -7906379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -7906376.500000 Penalty: 5295.353516
	Iteration 107Q: 3 clusters Score -7906376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -7906384.000000 Penalty: 5295.353516
	Iteration 108Q: 3 clusters Score -7906384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -7906382.000000 Penalty: 5295.353516
	Iteration 109Q: 3 clusters Score -7906382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -7906397.500000 Penalty: 5295.353516
	Iteration 110Q: 3 clusters Score -7906398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -7906402.500000 Penalty: 5295.353516
	Iteration 111Q: 3 clusters Score -7906402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34291 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -7906401.500000 Penalty: 5295.353516
	Iteration 112Q: 3 clusters Score -7906402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -7906399.000000 Penalty: 5295.353516
	Iteration 113Q: 3 clusters Score -7906399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -7906394.000000 Penalty: 5295.353516
	Iteration 114Q: 3 clusters Score -7906394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -7906392.500000 Penalty: 5295.353516
	Iteration 115Q: 3 clusters Score -7906392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -7906389.000000 Penalty: 5295.353516
	Iteration 116Q: 3 clusters Score -7906389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -7906392.000000 Penalty: 5295.353516
	Iteration 117Q: 3 clusters Score -7906392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -7906395.500000 Penalty: 5295.353516
	Iteration 118Q: 3 clusters Score -7906396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -7906393.500000 Penalty: 5295.353516
	Iteration 119Q: 3 clusters Score -7906394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -7906387.500000 Penalty: 5295.353516
	Iteration 120F: 3 clusters Score -7906388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -7906390.500000 Penalty: 5295.353516
	Iteration 121Q: 3 clusters Score -7906390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -7906391.000000 Penalty: 5295.353516
	Iteration 122Q: 3 clusters Score -7906391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -7906395.000000 Penalty: 5295.353516
	Iteration 123Q: 3 clusters Score -7906395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34336 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -7906402.000000 Penalty: 5295.353516
	Iteration 124Q: 3 clusters Score -7906402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -7906395.500000 Penalty: 5295.353516
	Iteration 125Q: 3 clusters Score -7906396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -7906398.000000 Penalty: 5295.353516
	Iteration 126Q: 3 clusters Score -7906398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -7906400.500000 Penalty: 5295.353516
	Iteration 127Q: 3 clusters Score -7906400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -7906399.500000 Penalty: 5295.353516
	Iteration 128Q: 3 clusters Score -7906400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -7906395.500000 Penalty: 5295.353516
	Iteration 129Q: 3 clusters Score -7906396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -7906397.500000 Penalty: 5295.353516
	Iteration 130Q: 3 clusters Score -7906398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -7906394.000000 Penalty: 5295.353516
	Iteration 131Q: 3 clusters Score -7906394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -7906386.500000 Penalty: 5295.353516
	Iteration 132Q: 3 clusters Score -7906386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -7906395.500000 Penalty: 5295.353516
	Iteration 133Q: 3 clusters Score -7906396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -7906394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -7906392.000000 Penalty: 5295.353516
	Iteration 135Q: 3 clusters Score -7906392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -7906390.500000 Penalty: 5295.353516
	Iteration 136Q: 3 clusters Score -7906390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -7906392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -7906395.000000 Penalty: 5295.353516
	Iteration 138Q: 3 clusters Score -7906395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -7906393.000000 Penalty: 5295.353516
	Iteration 139Q: 3 clusters Score -7906393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -7906393.000000 Penalty: 5295.353516
	Iteration 140F: 3 clusters Score -7906393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38488 members 
Mstep: Class 2 contains 41639 members 
Mstep: Class 3 contains 44661 members 
Mstep: Class 4 contains 46917 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24716 members 
Mstep: Class 7 contains 49923 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47063 members 
Mstep: Class 10 contains 42404 members 
Mstep: Class 11 contains 46980 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 40264 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1254 members 
Mstep: Class 16 contains 44431 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47608 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 34370 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50470 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 8939 members 
Entering Unmasked Estep 
Score: -111241408.000000 Penalty: 82671.179688
Splitting cluster 21 changes total score from -111241656.000000 to -111241408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 745 members 
Entering Unmasked Estep 
Score: -102341.140625 Penalty: 1640.119263
	Iteration 0F: 2 clusters Score -102341.1 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 372 members 
Entering Unmasked Estep 
Score: -100695.757812 Penalty: 3280.238525
	Iteration 0F: 3 clusters Score -100695.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -101095.085938 Penalty: 3280.238525
	Iteration 1F: 3 clusters Score -101095.1 nChanged 67
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: -101289.109375 Penalty: 3280.238525
	Iteration 2F: 3 clusters Score -101289.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -101441.671875 Penalty: 3280.238525
	Iteration 3F: 3 clusters Score -101441.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -101550.156250 Penalty: 3280.238525
	Iteration 4Q: 3 clusters Score -101550.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -101645.664062 Penalty: 3280.238525
	Iteration 5Q: 3 clusters Score -101645.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -101709.234375 Penalty: 3280.238525
	Iteration 6Q: 3 clusters Score -101709.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -101756.765625 Penalty: 3280.238525
	Iteration 7Q: 3 clusters Score -101756.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -101802.570312 Penalty: 3280.238525
	Iteration 8Q: 3 clusters Score -101802.6 nChanged 15
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: -101847.109375 Penalty: 3280.238525
	Iteration 9Q: 3 clusters Score -101847.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -101879.656250 Penalty: 3280.238525
	Iteration 10Q: 3 clusters Score -101879.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -101924.007812 Penalty: 3280.238525
	Iteration 11Q: 3 clusters Score -101924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -101977.289062 Penalty: 3280.238525
	Iteration 12Q: 3 clusters Score -101977.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -102018.476562 Penalty: 3280.238525
	Iteration 13Q: 3 clusters Score -102018.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -102065.226562 Penalty: 3280.238525
	Iteration 14Q: 3 clusters Score -102065.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -102086.664062 Penalty: 3280.238525
	Iteration 15Q: 3 clusters Score -102086.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -102101.476562 Penalty: 3280.238525
	Iteration 16Q: 3 clusters Score -102101.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -102112.312500 Penalty: 3280.238525
	Iteration 17Q: 3 clusters Score -102112.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -102130.164062 Penalty: 3280.238525
	Iteration 18Q: 3 clusters Score -102130.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -102133.164062 Penalty: 3280.238525
	Iteration 19Q: 3 clusters Score -102133.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -102135.648438 Penalty: 3280.238525
	Iteration 20F: 3 clusters Score -102135.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -102162.804688 Penalty: 3280.238525
	Iteration 21Q: 3 clusters Score -102162.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -102197.773438 Penalty: 3280.238525
	Iteration 22Q: 3 clusters Score -102197.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -102234.148438 Penalty: 3280.238525
	Iteration 23Q: 3 clusters Score -102234.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -102264.734375 Penalty: 3280.238525
	Iteration 24Q: 3 clusters Score -102264.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -102274.781250 Penalty: 3280.238525
	Iteration 25Q: 3 clusters Score -102274.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -102288.828125 Penalty: 3280.238525
	Iteration 26Q: 3 clusters Score -102288.8 nChanged 5
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: -102305.601562 Penalty: 3280.238525
	Iteration 27Q: 3 clusters Score -102305.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -102321.640625 Penalty: 3280.238525
	Iteration 28Q: 3 clusters Score -102321.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -102333.835938 Penalty: 3280.238525
	Iteration 29Q: 3 clusters Score -102333.8 nChanged 2
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: -102340.875000 Penalty: 3280.238525
	Iteration 30Q: 3 clusters Score -102340.9 nChanged 2
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: -102342.820312 Penalty: 3280.238525
	Iteration 31Q: 3 clusters Score -102342.8 nChanged 0
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: -102342.820312 Penalty: 3280.238525
	Iteration 32F: 3 clusters Score -102342.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38488 members 
Mstep: Class 2 contains 41639 members 
Mstep: Class 3 contains 44661 members 
Mstep: Class 4 contains 46917 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24716 members 
Mstep: Class 7 contains 49923 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47063 members 
Mstep: Class 10 contains 42404 members 
Mstep: Class 11 contains 46980 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 40264 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1254 members 
Mstep: Class 16 contains 44431 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47608 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43309 members 
Mstep: Class 22 contains 269 members 
Mstep: Class 23 contains 50470 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 476 members 
Entering Unmasked Estep 
Score: -111239936.000000 Penalty: 82671.179688
Splitting cluster 22 changes total score from -111241656.000000 to -111239936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (50470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50470 members 
Entering Unmasked Estep 
Score: -9280624.000000 Penalty: 2685.625244
	Iteration 0F: 2 clusters Score -9280624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -9249931.000000 Penalty: 5371.250488
	Iteration 0F: 3 clusters Score -9249931 nChanged 23312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -9263023.000000 Penalty: 5371.250488
	Iteration 1F: 3 clusters Score -9263023 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24309 members 
Mstep: Class 2 contains 26161 members 
Entering Unmasked Estep 
Score: -9263517.000000 Penalty: 5371.250488
	Iteration 2Q: 3 clusters Score -9263517 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -9264079.000000 Penalty: 5371.250488
	Iteration 3Q: 3 clusters Score -9264079 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -9264646.000000 Penalty: 5371.250488
	Iteration 4Q: 3 clusters Score -9264646 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -9265443.000000 Penalty: 5371.250488
	Iteration 5Q: 3 clusters Score -9265443 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -9266447.000000 Penalty: 5371.250488
	Iteration 6Q: 3 clusters Score -9266447 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -9267894.000000 Penalty: 5371.250488
	Iteration 7F: 3 clusters Score -9267894 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -9269887.000000 Penalty: 5371.250488
	Iteration 8F: 3 clusters Score -9269887 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -9272108.000000 Penalty: 5371.250488
	Iteration 9F: 3 clusters Score -9272108 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
Score: -9274125.000000 Penalty: 5371.250488
	Iteration 10F: 3 clusters Score -9274125 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -9275816.000000 Penalty: 5371.250488
	Iteration 11Q: 3 clusters Score -9275816 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 44382 members 
Entering Unmasked Estep 
Score: -9276878.000000 Penalty: 5371.250488
	Iteration 12Q: 3 clusters Score -9276878 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 45687 members 
Entering Unmasked Estep 
Score: -9277392.000000 Penalty: 5371.250488
	Iteration 13Q: 3 clusters Score -9277392 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 46615 members 
Entering Unmasked Estep 
Score: -9277733.000000 Penalty: 5371.250488
	Iteration 14Q: 3 clusters Score -9277733 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -9277921.000000 Penalty: 5371.250488
	Iteration 15Q: 3 clusters Score -9277921 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 47904 members 
Entering Unmasked Estep 
Score: -9278022.000000 Penalty: 5371.250488
	Iteration 16Q: 3 clusters Score -9278022 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 48347 members 
Entering Unmasked Estep 
Score: -9278093.000000 Penalty: 5371.250488
	Iteration 17Q: 3 clusters Score -9278093 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 48686 members 
Entering Unmasked Estep 
Score: -9278101.000000 Penalty: 5371.250488
	Iteration 18Q: 3 clusters Score -9278101 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 48970 members 
Entering Unmasked Estep 
Score: -9278168.000000 Penalty: 5371.250488
	Iteration 19Q: 3 clusters Score -9278168 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 49183 members 
Entering Unmasked Estep 
Score: -9278203.000000 Penalty: 5371.250488
	Iteration 20F: 3 clusters Score -9278203 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 49356 members 
Entering Unmasked Estep 
Score: -9278257.000000 Penalty: 5371.250488
	Iteration 21Q: 3 clusters Score -9278257 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 49469 members 
Entering Unmasked Estep 
Score: -9278274.000000 Penalty: 5371.250488
	Iteration 22Q: 3 clusters Score -9278274 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 49563 members 
Entering Unmasked Estep 
Score: -9278318.000000 Penalty: 5371.250488
	Iteration 23Q: 3 clusters Score -9278318 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 49649 members 
Entering Unmasked Estep 
Score: -9278361.000000 Penalty: 5371.250488
	Iteration 24Q: 3 clusters Score -9278361 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 49707 members 
Entering Unmasked Estep 
Score: -9278372.000000 Penalty: 5371.250488
	Iteration 25Q: 3 clusters Score -9278372 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 49746 members 
Entering Unmasked Estep 
Score: -9278374.000000 Penalty: 5371.250488
	Iteration 26Q: 3 clusters Score -9278374 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 49771 members 
Entering Unmasked Estep 
Score: -9278407.000000 Penalty: 5371.250488
	Iteration 27Q: 3 clusters Score -9278407 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 49792 members 
Entering Unmasked Estep 
Score: -9278400.000000 Penalty: 5371.250488
	Iteration 28Q: 3 clusters Score -9278400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 49809 members 
Entering Unmasked Estep 
Score: -9278411.000000 Penalty: 5371.250488
	Iteration 29Q: 3 clusters Score -9278411 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 49830 members 
Entering Unmasked Estep 
Score: -9278424.000000 Penalty: 5371.250488
	Iteration 30Q: 3 clusters Score -9278424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 49851 members 
Entering Unmasked Estep 
Score: -9278428.000000 Penalty: 5371.250488
	Iteration 31Q: 3 clusters Score -9278428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 49870 members 
Entering Unmasked Estep 
Score: -9278432.000000 Penalty: 5371.250488
	Iteration 32Q: 3 clusters Score -9278432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 49877 members 
Entering Unmasked Estep 
Score: -9278434.000000 Penalty: 5371.250488
	Iteration 33Q: 3 clusters Score -9278434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 49878 members 
Entering Unmasked Estep 
Score: -9278433.000000 Penalty: 5371.250488
	Iteration 34Q: 3 clusters Score -9278433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 49881 members 
Entering Unmasked Estep 
Score: -9278432.000000 Penalty: 5371.250488
	Iteration 35Q: 3 clusters Score -9278432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 49883 members 
Entering Unmasked Estep 
Score: -9278436.000000 Penalty: 5371.250488
	Iteration 36Q: 3 clusters Score -9278436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 49884 members 
Entering Unmasked Estep 
Score: -9278439.000000 Penalty: 5371.250488
	Iteration 37Q: 3 clusters Score -9278439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 49885 members 
Entering Unmasked Estep 
Score: -9278438.000000 Penalty: 5371.250488
	Iteration 38Q: 3 clusters Score -9278438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 49885 members 
Entering Unmasked Estep 
Score: -9278438.000000 Penalty: 5371.250488
	Iteration 39F: 3 clusters Score -9278438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -74500.921875 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -74500.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -72943.039062 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -72943.04 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -73336.320312 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -73336.32 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -73468.359375 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -73468.36 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -73592.187500 Penalty: 3184.317383
	Iteration 3Q: 3 clusters Score -73592.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -73648.734375 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -73648.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -73695.140625 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -73695.14 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -73739.382812 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -73739.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -73762.437500 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -73762.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -73776.179688 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -73776.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -73808.382812 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -73808.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -73855.539062 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -73855.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -73898.421875 Penalty: 3184.317383
	Iteration 11Q: 3 clusters Score -73898.42 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -74020.375000 Penalty: 3184.317383
	Iteration 12Q: 3 clusters Score -74020.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -74124.539062 Penalty: 3184.317383
	Iteration 13Q: 3 clusters Score -74124.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -74207.625000 Penalty: 3184.317383
	Iteration 14Q: 3 clusters Score -74207.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -74267.085938 Penalty: 3184.317383
	Iteration 15Q: 3 clusters Score -74267.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -74304.890625 Penalty: 3184.317383
	Iteration 16Q: 3 clusters Score -74304.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -74319.062500 Penalty: 3184.317383
	Iteration 17Q: 3 clusters Score -74319.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -74332.625000 Penalty: 3184.317383
	Iteration 18Q: 3 clusters Score -74332.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -74350.945312 Penalty: 3184.317383
	Iteration 19Q: 3 clusters Score -74350.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -74360.007812 Penalty: 3184.317383
	Iteration 20F: 3 clusters Score -74360.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38488 members 
Mstep: Class 2 contains 41639 members 
Mstep: Class 3 contains 44661 members 
Mstep: Class 4 contains 46917 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24716 members 
Mstep: Class 7 contains 49923 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47063 members 
Mstep: Class 10 contains 42404 members 
Mstep: Class 11 contains 46980 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 40264 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1254 members 
Mstep: Class 16 contains 44431 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47608 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43309 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50470 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241696.000000 Penalty: 79364.328125
Iteration 359Q: 25 clusters Score -1.112417e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 41641 members 
Mstep: Class 3 contains 44661 members 
Mstep: Class 4 contains 46916 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24713 members 
Mstep: Class 7 contains 49924 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47072 members 
Mstep: Class 10 contains 42404 members 
Mstep: Class 11 contains 46978 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 40270 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1254 members 
Mstep: Class 16 contains 44429 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47609 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43308 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50467 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241640.000000 Penalty: 79364.328125
Iteration 360F: 25 clusters Score -1.112416e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 41645 members 
Mstep: Class 3 contains 44660 members 
Mstep: Class 4 contains 46914 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24713 members 
Mstep: Class 7 contains 49923 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47079 members 
Mstep: Class 10 contains 42410 members 
Mstep: Class 11 contains 46979 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 40277 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1254 members 
Mstep: Class 16 contains 44420 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47599 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43312 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50460 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241736.000000 Penalty: 79364.328125
Iteration 361Q: 25 clusters Score -1.112417e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 41641 members 
Mstep: Class 3 contains 44660 members 
Mstep: Class 4 contains 46911 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24714 members 
Mstep: Class 7 contains 49918 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47088 members 
Mstep: Class 10 contains 42416 members 
Mstep: Class 11 contains 46986 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 13 contains 40281 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1254 members 
Mstep: Class 16 contains 44415 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47590 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43313 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50460 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241816.000000 Penalty: 79364.328125
Iteration 362Q: 25 clusters Score -1.112418e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38481 members 
Mstep: Class 2 contains 41637 members 
Mstep: Class 3 contains 44662 members 
Mstep: Class 4 contains 46907 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24716 members 
Mstep: Class 7 contains 49911 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47105 members 
Mstep: Class 10 contains 42419 members 
Mstep: Class 11 contains 46987 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 13 contains 40283 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1254 members 
Mstep: Class 16 contains 44411 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47577 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43321 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50457 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241752.000000 Penalty: 79364.328125
Iteration 363Q: 25 clusters Score -1.112418e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 41639 members 
Mstep: Class 3 contains 44659 members 
Mstep: Class 4 contains 46901 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24718 members 
Mstep: Class 7 contains 49922 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47118 members 
Mstep: Class 10 contains 42424 members 
Mstep: Class 11 contains 46981 members 
Mstep: Class 12 contains 1310 members 
Mstep: Class 13 contains 40282 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1254 members 
Mstep: Class 16 contains 44410 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47566 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43323 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50449 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241672.000000 Penalty: 79364.328125
Iteration 364Q: 25 clusters Score -1.112417e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 41642 members 
Mstep: Class 3 contains 44661 members 
Mstep: Class 4 contains 46893 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24717 members 
Mstep: Class 7 contains 49919 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47126 members 
Mstep: Class 10 contains 42428 members 
Mstep: Class 11 contains 46975 members 
Mstep: Class 12 contains 1310 members 
Mstep: Class 13 contains 40284 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1254 members 
Mstep: Class 16 contains 44413 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47555 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43324 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50451 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241880.000000 Penalty: 79364.328125
Iteration 365Q: 25 clusters Score -1.112419e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38485 members 
Mstep: Class 2 contains 41638 members 
Mstep: Class 3 contains 44663 members 
Mstep: Class 4 contains 46876 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24720 members 
Mstep: Class 7 contains 49914 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47134 members 
Mstep: Class 10 contains 42432 members 
Mstep: Class 11 contains 46971 members 
Mstep: Class 12 contains 1310 members 
Mstep: Class 13 contains 40282 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1254 members 
Mstep: Class 16 contains 44420 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47565 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43319 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50456 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241720.000000 Penalty: 79364.328125
Iteration 366Q: 25 clusters Score -1.112417e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 41636 members 
Mstep: Class 3 contains 44663 members 
Mstep: Class 4 contains 46863 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24720 members 
Mstep: Class 7 contains 49928 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47123 members 
Mstep: Class 10 contains 42437 members 
Mstep: Class 11 contains 46976 members 
Mstep: Class 12 contains 1310 members 
Mstep: Class 13 contains 40281 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1254 members 
Mstep: Class 16 contains 44421 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47564 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43320 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50456 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241872.000000 Penalty: 79364.328125
Iteration 367Q: 25 clusters Score -1.112419e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 41634 members 
Mstep: Class 3 contains 44666 members 
Mstep: Class 4 contains 46864 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24721 members 
Mstep: Class 7 contains 49925 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47133 members 
Mstep: Class 10 contains 42438 members 
Mstep: Class 11 contains 46972 members 
Mstep: Class 12 contains 1310 members 
Mstep: Class 13 contains 40279 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1254 members 
Mstep: Class 16 contains 44412 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47563 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43322 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50459 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241904.000000 Penalty: 79364.328125
Iteration 368Q: 25 clusters Score -1.112419e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 41631 members 
Mstep: Class 3 contains 44665 members 
Mstep: Class 4 contains 46863 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24722 members 
Mstep: Class 7 contains 49918 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47142 members 
Mstep: Class 10 contains 42440 members 
Mstep: Class 11 contains 46972 members 
Mstep: Class 12 contains 1310 members 
Mstep: Class 13 contains 40272 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1254 members 
Mstep: Class 16 contains 44418 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47558 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43318 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50472 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241872.000000 Penalty: 79364.328125
Iteration 369Q: 25 clusters Score -1.112419e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 41632 members 
Mstep: Class 3 contains 44662 members 
Mstep: Class 4 contains 46860 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24722 members 
Mstep: Class 7 contains 49935 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47139 members 
Mstep: Class 10 contains 42442 members 
Mstep: Class 11 contains 46968 members 
Mstep: Class 12 contains 1310 members 
Mstep: Class 13 contains 40276 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1254 members 
Mstep: Class 16 contains 44420 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47552 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43309 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50480 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241840.000000 Penalty: 79364.328125
Iteration 370Q: 25 clusters Score -1.112418e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 41628 members 
Mstep: Class 3 contains 44662 members 
Mstep: Class 4 contains 46852 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24721 members 
Mstep: Class 7 contains 49937 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47149 members 
Mstep: Class 10 contains 42446 members 
Mstep: Class 11 contains 46978 members 
Mstep: Class 12 contains 1310 members 
Mstep: Class 13 contains 40279 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1255 members 
Mstep: Class 16 contains 44415 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47541 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43303 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50487 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241792.000000 Penalty: 79364.328125
Iteration 371Q: 25 clusters Score -1.112418e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 41629 members 
Mstep: Class 3 contains 44660 members 
Mstep: Class 4 contains 46851 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24720 members 
Mstep: Class 7 contains 49939 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47153 members 
Mstep: Class 10 contains 42448 members 
Mstep: Class 11 contains 46982 members 
Mstep: Class 12 contains 1310 members 
Mstep: Class 13 contains 40288 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1256 members 
Mstep: Class 16 contains 44419 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47525 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43301 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50480 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241800.000000 Penalty: 79364.328125
Iteration 372Q: 25 clusters Score -1.112418e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 41628 members 
Mstep: Class 3 contains 44666 members 
Mstep: Class 4 contains 46838 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24717 members 
Mstep: Class 7 contains 49947 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47148 members 
Mstep: Class 10 contains 42450 members 
Mstep: Class 11 contains 46980 members 
Mstep: Class 12 contains 1310 members 
Mstep: Class 13 contains 40296 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1255 members 
Mstep: Class 16 contains 44424 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47526 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43298 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50479 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241856.000000 Penalty: 79364.328125
Iteration 373Q: 25 clusters Score -1.112419e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38467 members 
Mstep: Class 2 contains 41632 members 
Mstep: Class 3 contains 44674 members 
Mstep: Class 4 contains 46829 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24714 members 
Mstep: Class 7 contains 49949 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47157 members 
Mstep: Class 10 contains 42450 members 
Mstep: Class 11 contains 46976 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 13 contains 40303 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1255 members 
Mstep: Class 16 contains 44424 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47524 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43294 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50480 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241728.000000 Penalty: 79364.328125
Iteration 374Q: 25 clusters Score -1.112417e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 41631 members 
Mstep: Class 3 contains 44682 members 
Mstep: Class 4 contains 46827 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24714 members 
Mstep: Class 7 contains 49961 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47152 members 
Mstep: Class 10 contains 42448 members 
Mstep: Class 11 contains 46982 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 13 contains 40308 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1255 members 
Mstep: Class 16 contains 44424 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47525 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43291 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50473 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241824.000000 Penalty: 79364.328125
Iteration 375Q: 25 clusters Score -1.112418e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38453 members 
Mstep: Class 2 contains 41629 members 
Mstep: Class 3 contains 44680 members 
Mstep: Class 4 contains 46820 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24706 members 
Mstep: Class 7 contains 49968 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47151 members 
Mstep: Class 10 contains 42450 members 
Mstep: Class 11 contains 46995 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 13 contains 40310 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1255 members 
Mstep: Class 16 contains 44416 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47528 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43288 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50479 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241656.000000 Penalty: 79364.328125
Iteration 376Q: 25 clusters Score -1.112417e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 41631 members 
Mstep: Class 3 contains 44679 members 
Mstep: Class 4 contains 46817 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24703 members 
Mstep: Class 7 contains 49970 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47151 members 
Mstep: Class 10 contains 42453 members 
Mstep: Class 11 contains 46996 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 13 contains 40319 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1255 members 
Mstep: Class 16 contains 44415 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47528 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43288 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50478 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241560.000000 Penalty: 79364.328125
Iteration 377Q: 25 clusters Score -1.112416e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 41629 members 
Mstep: Class 3 contains 44684 members 
Mstep: Class 4 contains 46820 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24704 members 
Mstep: Class 7 contains 49979 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47145 members 
Mstep: Class 10 contains 42455 members 
Mstep: Class 11 contains 47003 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 13 contains 40326 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1255 members 
Mstep: Class 16 contains 44412 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47525 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43282 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50471 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241616.000000 Penalty: 79364.328125
Iteration 378Q: 25 clusters Score -1.112416e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 41628 members 
Mstep: Class 3 contains 44682 members 
Mstep: Class 4 contains 46826 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24705 members 
Mstep: Class 7 contains 49979 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47151 members 
Mstep: Class 10 contains 42457 members 
Mstep: Class 11 contains 47005 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 13 contains 40332 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1255 members 
Mstep: Class 16 contains 44412 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47518 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43285 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50464 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241728.000000 Penalty: 79364.328125
Iteration 379Q: 25 clusters Score -1.112417e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 41626 members 
Mstep: Class 3 contains 44677 members 
Mstep: Class 4 contains 46825 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24703 members 
Mstep: Class 7 contains 49986 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47146 members 
Mstep: Class 10 contains 42458 members 
Mstep: Class 11 contains 47018 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 40337 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1255 members 
Mstep: Class 16 contains 44410 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47517 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43290 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50459 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241712.000000 Penalty: 79364.328125
Iteration 380F: 25 clusters Score -1.112417e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 41627 members 
Mstep: Class 3 contains 44674 members 
Mstep: Class 4 contains 46828 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24704 members 
Mstep: Class 7 contains 49974 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47145 members 
Mstep: Class 10 contains 42458 members 
Mstep: Class 11 contains 47028 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 40346 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1255 members 
Mstep: Class 16 contains 44412 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47516 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43295 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50456 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241840.000000 Penalty: 79364.328125
Iteration 381Q: 25 clusters Score -1.112418e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 41623 members 
Mstep: Class 3 contains 44673 members 
Mstep: Class 4 contains 46824 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24703 members 
Mstep: Class 7 contains 49968 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47144 members 
Mstep: Class 10 contains 42459 members 
Mstep: Class 11 contains 47036 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 40350 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1255 members 
Mstep: Class 16 contains 44416 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47519 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43304 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50456 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241880.000000 Penalty: 79364.328125
Iteration 382Q: 25 clusters Score -1.112419e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 41619 members 
Mstep: Class 3 contains 44679 members 
Mstep: Class 4 contains 46821 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24702 members 
Mstep: Class 7 contains 49968 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47136 members 
Mstep: Class 10 contains 42464 members 
Mstep: Class 11 contains 47041 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 40350 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1255 members 
Mstep: Class 16 contains 44420 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47521 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43311 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50451 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241800.000000 Penalty: 79364.328125
Iteration 383Q: 25 clusters Score -1.112418e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38386 members 
Mstep: Class 2 contains 41610 members 
Mstep: Class 3 contains 44679 members 
Mstep: Class 4 contains 46813 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24703 members 
Mstep: Class 7 contains 49962 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47140 members 
Mstep: Class 10 contains 42470 members 
Mstep: Class 11 contains 47039 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 40356 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1255 members 
Mstep: Class 16 contains 44427 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47526 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43315 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50446 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241816.000000 Penalty: 79364.328125
Iteration 384Q: 25 clusters Score -1.112418e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 41611 members 
Mstep: Class 3 contains 44682 members 
Mstep: Class 4 contains 46805 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24706 members 
Mstep: Class 7 contains 49967 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47135 members 
Mstep: Class 10 contains 42473 members 
Mstep: Class 11 contains 47033 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 40355 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1255 members 
Mstep: Class 16 contains 44429 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47533 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43319 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50445 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241800.000000 Penalty: 79364.328125
Iteration 385Q: 25 clusters Score -1.112418e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 41616 members 
Mstep: Class 3 contains 44679 members 
Mstep: Class 4 contains 46802 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24708 members 
Mstep: Class 7 contains 49975 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47138 members 
Mstep: Class 10 contains 42473 members 
Mstep: Class 11 contains 47028 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 40354 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1255 members 
Mstep: Class 16 contains 44429 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47532 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43319 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50444 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241744.000000 Penalty: 79364.328125
Iteration 386Q: 25 clusters Score -1.112417e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 41619 members 
Mstep: Class 3 contains 44680 members 
Mstep: Class 4 contains 46798 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24712 members 
Mstep: Class 7 contains 49976 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47139 members 
Mstep: Class 10 contains 42477 members 
Mstep: Class 11 contains 47021 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 40353 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1255 members 
Mstep: Class 16 contains 44432 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47532 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43329 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50431 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241792.000000 Penalty: 79364.328125
Iteration 387Q: 25 clusters Score -1.112418e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 41620 members 
Mstep: Class 3 contains 44674 members 
Mstep: Class 4 contains 46797 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24710 members 
Mstep: Class 7 contains 49975 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47142 members 
Mstep: Class 10 contains 42481 members 
Mstep: Class 11 contains 47028 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 40354 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1255 members 
Mstep: Class 16 contains 44428 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47538 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43338 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50421 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241856.000000 Penalty: 79364.328125
Iteration 388Q: 25 clusters Score -1.112419e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 41623 members 
Mstep: Class 3 contains 44668 members 
Mstep: Class 4 contains 46795 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24706 members 
Mstep: Class 7 contains 49972 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47141 members 
Mstep: Class 10 contains 42485 members 
Mstep: Class 11 contains 47034 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 40360 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1255 members 
Mstep: Class 16 contains 44428 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47536 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43345 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50421 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241832.000000 Penalty: 79364.328125
Iteration 389Q: 25 clusters Score -1.112418e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 41624 members 
Mstep: Class 3 contains 44663 members 
Mstep: Class 4 contains 46786 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24706 members 
Mstep: Class 7 contains 49977 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47143 members 
Mstep: Class 10 contains 42491 members 
Mstep: Class 11 contains 47036 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 13 contains 40365 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1256 members 
Mstep: Class 16 contains 44421 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47535 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43354 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50418 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241904.000000 Penalty: 79364.328125
Iteration 390Q: 25 clusters Score -1.112419e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 41625 members 
Mstep: Class 3 contains 44658 members 
Mstep: Class 4 contains 46779 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24708 members 
Mstep: Class 7 contains 49987 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47151 members 
Mstep: Class 10 contains 42494 members 
Mstep: Class 11 contains 47039 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 13 contains 40366 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1256 members 
Mstep: Class 16 contains 44418 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47533 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43354 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50416 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241704.000000 Penalty: 79364.328125
Iteration 391Q: 25 clusters Score -1.112417e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 41623 members 
Mstep: Class 3 contains 44660 members 
Mstep: Class 4 contains 46777 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24709 members 
Mstep: Class 7 contains 49995 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47149 members 
Mstep: Class 10 contains 42497 members 
Mstep: Class 11 contains 47046 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 13 contains 40367 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 44410 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47528 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43354 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50418 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241768.000000 Penalty: 79364.328125
Iteration 392Q: 25 clusters Score -1.112418e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 41625 members 
Mstep: Class 3 contains 44658 members 
Mstep: Class 4 contains 46778 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24711 members 
Mstep: Class 7 contains 49992 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47158 members 
Mstep: Class 10 contains 42500 members 
Mstep: Class 11 contains 47070 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 13 contains 40367 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44402 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47522 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43357 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50409 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241600.000000 Penalty: 79364.328125
Iteration 393Q: 25 clusters Score -1.112416e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 41623 members 
Mstep: Class 3 contains 44657 members 
Mstep: Class 4 contains 46781 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24713 members 
Mstep: Class 7 contains 49996 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47157 members 
Mstep: Class 10 contains 42500 members 
Mstep: Class 11 contains 47086 members 
Mstep: Class 12 contains 1311 members 
Mstep: Class 13 contains 40368 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44401 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47519 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43362 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50397 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241664.000000 Penalty: 79364.328125
Iteration 394Q: 25 clusters Score -1.112417e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 41623 members 
Mstep: Class 3 contains 44658 members 
Mstep: Class 4 contains 46778 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24716 members 
Mstep: Class 7 contains 49991 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47160 members 
Mstep: Class 10 contains 42501 members 
Mstep: Class 11 contains 47099 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 40374 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44397 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47527 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43368 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50384 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241744.000000 Penalty: 79364.328125
Iteration 395Q: 25 clusters Score -1.112417e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38280 members 
Mstep: Class 2 contains 41621 members 
Mstep: Class 3 contains 44662 members 
Mstep: Class 4 contains 46772 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24717 members 
Mstep: Class 7 contains 49996 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47160 members 
Mstep: Class 10 contains 42504 members 
Mstep: Class 11 contains 47105 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 40374 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44397 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47526 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43370 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50385 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241744.000000 Penalty: 79364.328125
Iteration 396Q: 25 clusters Score -1.112417e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 41616 members 
Mstep: Class 3 contains 44660 members 
Mstep: Class 4 contains 46780 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24713 members 
Mstep: Class 7 contains 50003 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47150 members 
Mstep: Class 10 contains 42506 members 
Mstep: Class 11 contains 47113 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 40378 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44395 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47532 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43370 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50382 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241640.000000 Penalty: 79364.328125
Iteration 397Q: 25 clusters Score -1.112416e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 41618 members 
Mstep: Class 3 contains 44655 members 
Mstep: Class 4 contains 46789 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24709 members 
Mstep: Class 7 contains 49994 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47154 members 
Mstep: Class 10 contains 42508 members 
Mstep: Class 11 contains 47118 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 40374 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44395 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47535 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43368 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50388 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241664.000000 Penalty: 79364.328125
Iteration 398Q: 25 clusters Score -1.112417e+08 nChanged 108
Entering ConstructFrom: 
Score: -111241664.000000 Penalty: 79364.328125
Entering ConstructFrom: 
Trying to split cluster 1 (38264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Entering Unmasked Estep 
Score: -6943916.500000 Penalty: 2616.961670
	Iteration 0F: 2 clusters Score -6943916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -6918296.500000 Penalty: 5233.923340
	Iteration 0F: 3 clusters Score -6918296 nChanged 17283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -6927513.500000 Penalty: 5233.923340
	Iteration 1F: 3 clusters Score -6927514 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -6927994.500000 Penalty: 5233.923340
	Iteration 2Q: 3 clusters Score -6927994 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -6928464.000000 Penalty: 5233.923340
	Iteration 3Q: 3 clusters Score -6928464 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -6929044.500000 Penalty: 5233.923340
	Iteration 4Q: 3 clusters Score -6929044 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -6929686.500000 Penalty: 5233.923340
	Iteration 5Q: 3 clusters Score -6929686 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -6930612.000000 Penalty: 5233.923340
	Iteration 6Q: 3 clusters Score -6930612 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -6931708.000000 Penalty: 5233.923340
	Iteration 7Q: 3 clusters Score -6931708 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -6933009.500000 Penalty: 5233.923340
	Iteration 8Q: 3 clusters Score -6933010 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -6934404.500000 Penalty: 5233.923340
	Iteration 9F: 3 clusters Score -6934404 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -6935813.500000 Penalty: 5233.923340
	Iteration 10F: 3 clusters Score -6935814 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -6936950.500000 Penalty: 5233.923340
	Iteration 11Q: 3 clusters Score -6936950 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -6937676.000000 Penalty: 5233.923340
	Iteration 12Q: 3 clusters Score -6937676 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -6938126.500000 Penalty: 5233.923340
	Iteration 13Q: 3 clusters Score -6938126 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -6938457.500000 Penalty: 5233.923340
	Iteration 14Q: 3 clusters Score -6938458 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -6938670.000000 Penalty: 5233.923340
	Iteration 15Q: 3 clusters Score -6938670 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -6938885.000000 Penalty: 5233.923340
	Iteration 16Q: 3 clusters Score -6938885 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -6939045.000000 Penalty: 5233.923340
	Iteration 17Q: 3 clusters Score -6939045 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -6939209.500000 Penalty: 5233.923340
	Iteration 18Q: 3 clusters Score -6939210 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -6939390.000000 Penalty: 5233.923340
	Iteration 19Q: 3 clusters Score -6939390 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 30510 members 
Entering Unmasked Estep 
Score: -6939546.000000 Penalty: 5233.923340
	Iteration 20F: 3 clusters Score -6939546 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 30892 members 
Entering Unmasked Estep 
Score: -6939753.000000 Penalty: 5233.923340
	Iteration 21Q: 3 clusters Score -6939753 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 31280 members 
Entering Unmasked Estep 
Score: -6939959.000000 Penalty: 5233.923340
	Iteration 22Q: 3 clusters Score -6939959 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 31649 members 
Entering Unmasked Estep 
Score: -6940109.000000 Penalty: 5233.923340
	Iteration 23Q: 3 clusters Score -6940109 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
Score: -6940213.500000 Penalty: 5233.923340
	Iteration 24Q: 3 clusters Score -6940214 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -6940316.500000 Penalty: 5233.923340
	Iteration 25Q: 3 clusters Score -6940316 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -6940427.000000 Penalty: 5233.923340
	Iteration 26Q: 3 clusters Score -6940427 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -6940502.000000 Penalty: 5233.923340
	Iteration 27Q: 3 clusters Score -6940502 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -6940578.500000 Penalty: 5233.923340
	Iteration 28Q: 3 clusters Score -6940578 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 33389 members 
Entering Unmasked Estep 
Score: -6940637.000000 Penalty: 5233.923340
	Iteration 29Q: 3 clusters Score -6940637 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 33624 members 
Entering Unmasked Estep 
Score: -6940711.000000 Penalty: 5233.923340
	Iteration 30Q: 3 clusters Score -6940711 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -6940811.500000 Penalty: 5233.923340
	Iteration 31Q: 3 clusters Score -6940812 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 34060 members 
Entering Unmasked Estep 
Score: -6940876.000000 Penalty: 5233.923340
	Iteration 32Q: 3 clusters Score -6940876 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 34276 members 
Entering Unmasked Estep 
Score: -6940956.000000 Penalty: 5233.923340
	Iteration 33Q: 3 clusters Score -6940956 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -6941026.500000 Penalty: 5233.923340
	Iteration 34Q: 3 clusters Score -6941026 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -6941094.000000 Penalty: 5233.923340
	Iteration 35Q: 3 clusters Score -6941094 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 34865 members 
Entering Unmasked Estep 
Score: -6941156.000000 Penalty: 5233.923340
	Iteration 36Q: 3 clusters Score -6941156 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -6941226.000000 Penalty: 5233.923340
	Iteration 37Q: 3 clusters Score -6941226 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 35216 members 
Entering Unmasked Estep 
Score: -6941280.500000 Penalty: 5233.923340
	Iteration 38Q: 3 clusters Score -6941280 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -6941316.500000 Penalty: 5233.923340
	Iteration 39Q: 3 clusters Score -6941316 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -6941358.000000 Penalty: 5233.923340
	Iteration 40F: 3 clusters Score -6941358 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 35601 members 
Entering Unmasked Estep 
Score: -6941393.000000 Penalty: 5233.923340
	Iteration 41Q: 3 clusters Score -6941393 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 35701 members 
Entering Unmasked Estep 
Score: -6941442.500000 Penalty: 5233.923340
	Iteration 42Q: 3 clusters Score -6941442 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -6941463.000000 Penalty: 5233.923340
	Iteration 43Q: 3 clusters Score -6941463 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 35877 members 
Entering Unmasked Estep 
Score: -6941495.500000 Penalty: 5233.923340
	Iteration 44Q: 3 clusters Score -6941496 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -6941522.500000 Penalty: 5233.923340
	Iteration 45Q: 3 clusters Score -6941522 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -6941536.500000 Penalty: 5233.923340
	Iteration 46Q: 3 clusters Score -6941536 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -6941560.000000 Penalty: 5233.923340
	Iteration 47Q: 3 clusters Score -6941560 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 36117 members 
Entering Unmasked Estep 
Score: -6941574.000000 Penalty: 5233.923340
	Iteration 48Q: 3 clusters Score -6941574 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -6941587.000000 Penalty: 5233.923340
	Iteration 49Q: 3 clusters Score -6941587 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 36205 members 
Entering Unmasked Estep 
Score: -6941602.500000 Penalty: 5233.923340
	Iteration 50Q: 3 clusters Score -6941602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -6941624.000000 Penalty: 5233.923340
	Iteration 51Q: 3 clusters Score -6941624 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -6941628.000000 Penalty: 5233.923340
	Iteration 52Q: 3 clusters Score -6941628 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 36326 members 
Entering Unmasked Estep 
Score: -6941646.500000 Penalty: 5233.923340
	Iteration 53Q: 3 clusters Score -6941646 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -6941662.000000 Penalty: 5233.923340
	Iteration 54Q: 3 clusters Score -6941662 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 36388 members 
Entering Unmasked Estep 
Score: -6941660.000000 Penalty: 5233.923340
	Iteration 55Q: 3 clusters Score -6941660 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 36407 members 
Entering Unmasked Estep 
Score: -6941670.000000 Penalty: 5233.923340
	Iteration 56Q: 3 clusters Score -6941670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
Score: -6941685.000000 Penalty: 5233.923340
	Iteration 57Q: 3 clusters Score -6941685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 36440 members 
Entering Unmasked Estep 
Score: -6941688.500000 Penalty: 5233.923340
	Iteration 58Q: 3 clusters Score -6941688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -6941688.000000 Penalty: 5233.923340
	Iteration 59Q: 3 clusters Score -6941688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 36468 members 
Entering Unmasked Estep 
Score: -6941690.000000 Penalty: 5233.923340
	Iteration 60F: 3 clusters Score -6941690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -6941691.500000 Penalty: 5233.923340
	Iteration 61Q: 3 clusters Score -6941692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -6941696.000000 Penalty: 5233.923340
	Iteration 62Q: 3 clusters Score -6941696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -6941700.000000 Penalty: 5233.923340
	Iteration 63Q: 3 clusters Score -6941700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -6941690.000000 Penalty: 5233.923340
	Iteration 64Q: 3 clusters Score -6941690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 36511 members 
Entering Unmasked Estep 
Score: -6941693.500000 Penalty: 5233.923340
	Iteration 65Q: 3 clusters Score -6941694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 36518 members 
Entering Unmasked Estep 
Score: -6941706.000000 Penalty: 5233.923340
	Iteration 66Q: 3 clusters Score -6941706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -6941716.000000 Penalty: 5233.923340
	Iteration 67Q: 3 clusters Score -6941716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 36540 members 
Entering Unmasked Estep 
Score: -6941714.500000 Penalty: 5233.923340
	Iteration 68Q: 3 clusters Score -6941714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -6941713.500000 Penalty: 5233.923340
	Iteration 69Q: 3 clusters Score -6941714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -6941723.500000 Penalty: 5233.923340
	Iteration 70Q: 3 clusters Score -6941724 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -6941714.500000 Penalty: 5233.923340
	Iteration 71Q: 3 clusters Score -6941714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -6941722.000000 Penalty: 5233.923340
	Iteration 72Q: 3 clusters Score -6941722 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -6941727.500000 Penalty: 5233.923340
	Iteration 73Q: 3 clusters Score -6941728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -6941727.000000 Penalty: 5233.923340
	Iteration 74Q: 3 clusters Score -6941727 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -6941727.500000 Penalty: 5233.923340
	Iteration 75Q: 3 clusters Score -6941728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -6941736.500000 Penalty: 5233.923340
	Iteration 76Q: 3 clusters Score -6941736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -6941738.500000 Penalty: 5233.923340
	Iteration 77Q: 3 clusters Score -6941738 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 36683 members 
Entering Unmasked Estep 
Score: -6941745.000000 Penalty: 5233.923340
	Iteration 78Q: 3 clusters Score -6941745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -6941753.000000 Penalty: 5233.923340
	Iteration 79Q: 3 clusters Score -6941753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 36698 members 
Entering Unmasked Estep 
Score: -6941749.500000 Penalty: 5233.923340
	Iteration 80F: 3 clusters Score -6941750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 36714 members 
Entering Unmasked Estep 
Score: -6941754.500000 Penalty: 5233.923340
	Iteration 81Q: 3 clusters Score -6941754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
Score: -6941750.500000 Penalty: 5233.923340
	Iteration 82Q: 3 clusters Score -6941750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -6941757.000000 Penalty: 5233.923340
	Iteration 83Q: 3 clusters Score -6941757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -6941770.000000 Penalty: 5233.923340
	Iteration 84Q: 3 clusters Score -6941770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -6941768.000000 Penalty: 5233.923340
	Iteration 85Q: 3 clusters Score -6941768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -6941774.000000 Penalty: 5233.923340
	Iteration 86Q: 3 clusters Score -6941774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -6941775.000000 Penalty: 5233.923340
	Iteration 87Q: 3 clusters Score -6941775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -6941782.500000 Penalty: 5233.923340
	Iteration 88Q: 3 clusters Score -6941782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -6941776.500000 Penalty: 5233.923340
	Iteration 89Q: 3 clusters Score -6941776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -6941778.000000 Penalty: 5233.923340
	Iteration 90Q: 3 clusters Score -6941778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -6941778.500000 Penalty: 5233.923340
	Iteration 91Q: 3 clusters Score -6941778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 36778 members 
Entering Unmasked Estep 
Score: -6941779.000000 Penalty: 5233.923340
	Iteration 92Q: 3 clusters Score -6941779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -6941775.000000 Penalty: 5233.923340
	Iteration 93Q: 3 clusters Score -6941775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -6941775.000000 Penalty: 5233.923340
	Iteration 94F: 3 clusters Score -6941775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41622 members 
Entering Unmasked Estep 
Score: -7637695.000000 Penalty: 2637.823242
	Iteration 0F: 2 clusters Score -7637695 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 20782 members 
Entering Unmasked Estep 
Score: -7610035.000000 Penalty: 5275.646484
	Iteration 0F: 3 clusters Score -7610035 nChanged 18972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -7620225.000000 Penalty: 5275.646484
	Iteration 1F: 3 clusters Score -7620225 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -7620640.000000 Penalty: 5275.646484
	Iteration 2Q: 3 clusters Score -7620640 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -7621086.000000 Penalty: 5275.646484
	Iteration 3Q: 3 clusters Score -7621086 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -7621565.000000 Penalty: 5275.646484
	Iteration 4Q: 3 clusters Score -7621565 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -7622043.500000 Penalty: 5275.646484
	Iteration 5Q: 3 clusters Score -7622044 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -7622698.000000 Penalty: 5275.646484
	Iteration 6Q: 3 clusters Score -7622698 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -7623568.000000 Penalty: 5275.646484
	Iteration 7Q: 3 clusters Score -7623568 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -7624661.000000 Penalty: 5275.646484
	Iteration 8F: 3 clusters Score -7624661 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -7626324.500000 Penalty: 5275.646484
	Iteration 9F: 3 clusters Score -7626324 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -7628518.500000 Penalty: 5275.646484
	Iteration 10F: 3 clusters Score -7628518 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -7630933.000000 Penalty: 5275.646484
	Iteration 11F: 3 clusters Score -7630933 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -7632899.500000 Penalty: 5275.646484
	Iteration 12F: 3 clusters Score -7632900 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -7633860.000000 Penalty: 5275.646484
	Iteration 13Q: 3 clusters Score -7633860 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 33291 members 
Entering Unmasked Estep 
Score: -7634247.500000 Penalty: 5275.646484
	Iteration 14Q: 3 clusters Score -7634248 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -7634486.000000 Penalty: 5275.646484
	Iteration 15Q: 3 clusters Score -7634486 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -7634664.500000 Penalty: 5275.646484
	Iteration 16Q: 3 clusters Score -7634664 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -7634819.000000 Penalty: 5275.646484
	Iteration 17Q: 3 clusters Score -7634819 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -7634958.500000 Penalty: 5275.646484
	Iteration 18Q: 3 clusters Score -7634958 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -7635040.000000 Penalty: 5275.646484
	Iteration 19Q: 3 clusters Score -7635040 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -7635108.500000 Penalty: 5275.646484
	Iteration 20F: 3 clusters Score -7635108 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -7635144.000000 Penalty: 5275.646484
	Iteration 21Q: 3 clusters Score -7635144 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 36459 members 
Entering Unmasked Estep 
Score: -7635183.000000 Penalty: 5275.646484
	Iteration 22Q: 3 clusters Score -7635183 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -7635254.500000 Penalty: 5275.646484
	Iteration 23Q: 3 clusters Score -7635254 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
Score: -7635323.000000 Penalty: 5275.646484
	Iteration 24Q: 3 clusters Score -7635323 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -7635348.000000 Penalty: 5275.646484
	Iteration 25Q: 3 clusters Score -7635348 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -7635409.000000 Penalty: 5275.646484
	Iteration 26Q: 3 clusters Score -7635409 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
Score: -7635434.000000 Penalty: 5275.646484
	Iteration 27Q: 3 clusters Score -7635434 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -7635459.000000 Penalty: 5275.646484
	Iteration 28Q: 3 clusters Score -7635459 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -7635500.000000 Penalty: 5275.646484
	Iteration 29Q: 3 clusters Score -7635500 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -7635506.500000 Penalty: 5275.646484
	Iteration 30Q: 3 clusters Score -7635506 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -7635542.500000 Penalty: 5275.646484
	Iteration 31Q: 3 clusters Score -7635542 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -7635580.000000 Penalty: 5275.646484
	Iteration 32Q: 3 clusters Score -7635580 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -7635599.000000 Penalty: 5275.646484
	Iteration 33Q: 3 clusters Score -7635599 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -7635597.500000 Penalty: 5275.646484
	Iteration 34Q: 3 clusters Score -7635598 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 38680 members 
Entering Unmasked Estep 
Score: -7635607.000000 Penalty: 5275.646484
	Iteration 35Q: 3 clusters Score -7635607 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -7635617.000000 Penalty: 5275.646484
	Iteration 36Q: 3 clusters Score -7635617 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 38832 members 
Entering Unmasked Estep 
Score: -7635624.000000 Penalty: 5275.646484
	Iteration 37Q: 3 clusters Score -7635624 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -7635645.000000 Penalty: 5275.646484
	Iteration 38Q: 3 clusters Score -7635645 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 39007 members 
Entering Unmasked Estep 
Score: -7635631.000000 Penalty: 5275.646484
	Iteration 39Q: 3 clusters Score -7635631 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -7635643.000000 Penalty: 5275.646484
	Iteration 40F: 3 clusters Score -7635643 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 39129 members 
Entering Unmasked Estep 
Score: -7635669.000000 Penalty: 5275.646484
	Iteration 41Q: 3 clusters Score -7635669 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
Score: -7635705.000000 Penalty: 5275.646484
	Iteration 42Q: 3 clusters Score -7635705 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -7635715.500000 Penalty: 5275.646484
	Iteration 43Q: 3 clusters Score -7635716 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -7635725.000000 Penalty: 5275.646484
	Iteration 44Q: 3 clusters Score -7635725 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 39341 members 
Entering Unmasked Estep 
Score: -7635735.000000 Penalty: 5275.646484
	Iteration 45Q: 3 clusters Score -7635735 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 39396 members 
Entering Unmasked Estep 
Score: -7635740.500000 Penalty: 5275.646484
	Iteration 46Q: 3 clusters Score -7635740 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 39445 members 
Entering Unmasked Estep 
Score: -7635770.500000 Penalty: 5275.646484
	Iteration 47Q: 3 clusters Score -7635770 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -7635760.500000 Penalty: 5275.646484
	Iteration 48Q: 3 clusters Score -7635760 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 39537 members 
Entering Unmasked Estep 
Score: -7635767.500000 Penalty: 5275.646484
	Iteration 49Q: 3 clusters Score -7635768 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 39576 members 
Entering Unmasked Estep 
Score: -7635767.500000 Penalty: 5275.646484
	Iteration 50Q: 3 clusters Score -7635768 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -7635787.000000 Penalty: 5275.646484
	Iteration 51Q: 3 clusters Score -7635787 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 39650 members 
Entering Unmasked Estep 
Score: -7635777.500000 Penalty: 5275.646484
	Iteration 52Q: 3 clusters Score -7635778 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -7635789.000000 Penalty: 5275.646484
	Iteration 53Q: 3 clusters Score -7635789 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -7635793.000000 Penalty: 5275.646484
	Iteration 54Q: 3 clusters Score -7635793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -7635800.500000 Penalty: 5275.646484
	Iteration 55Q: 3 clusters Score -7635800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -7635809.500000 Penalty: 5275.646484
	Iteration 56Q: 3 clusters Score -7635810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -7635801.000000 Penalty: 5275.646484
	Iteration 57Q: 3 clusters Score -7635801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -7635812.000000 Penalty: 5275.646484
	Iteration 58Q: 3 clusters Score -7635812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -7635815.500000 Penalty: 5275.646484
	Iteration 59Q: 3 clusters Score -7635816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -7635813.000000 Penalty: 5275.646484
	Iteration 60F: 3 clusters Score -7635813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 39776 members 
Entering Unmasked Estep 
Score: -7635819.000000 Penalty: 5275.646484
	Iteration 61Q: 3 clusters Score -7635819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 39779 members 
Entering Unmasked Estep 
Score: -7635819.500000 Penalty: 5275.646484
	Iteration 62Q: 3 clusters Score -7635820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 39782 members 
Entering Unmasked Estep 
Score: -7635827.500000 Penalty: 5275.646484
	Iteration 63Q: 3 clusters Score -7635828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 39784 members 
Entering Unmasked Estep 
Score: -7635825.500000 Penalty: 5275.646484
	Iteration 64Q: 3 clusters Score -7635826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 39786 members 
Entering Unmasked Estep 
Score: -7635826.000000 Penalty: 5275.646484
	Iteration 65Q: 3 clusters Score -7635826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 39788 members 
Entering Unmasked Estep 
Score: -7635834.500000 Penalty: 5275.646484
	Iteration 66Q: 3 clusters Score -7635834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -7635829.500000 Penalty: 5275.646484
	Iteration 67Q: 3 clusters Score -7635830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 39789 members 
Entering Unmasked Estep 
Score: -7635829.500000 Penalty: 5275.646484
	Iteration 68F: 3 clusters Score -7635830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (44656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44656 members 
Entering Unmasked Estep 
Score: -8223360.000000 Penalty: 2655.272461
	Iteration 0F: 2 clusters Score -8223360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -8194420.000000 Penalty: 5310.544922
	Iteration 0F: 3 clusters Score -8194420 nChanged 20456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -8205588.500000 Penalty: 5310.544922
	Iteration 1F: 3 clusters Score -8205588 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -8206119.500000 Penalty: 5310.544922
	Iteration 2Q: 3 clusters Score -8206120 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -8206584.000000 Penalty: 5310.544922
	Iteration 3Q: 3 clusters Score -8206584 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20225 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -8207126.500000 Penalty: 5310.544922
	Iteration 4Q: 3 clusters Score -8207126 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -8207576.000000 Penalty: 5310.544922
	Iteration 5Q: 3 clusters Score -8207576 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -8208176.000000 Penalty: 5310.544922
	Iteration 6Q: 3 clusters Score -8208176 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -8209033.500000 Penalty: 5310.544922
	Iteration 7Q: 3 clusters Score -8209034 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -8210343.000000 Penalty: 5310.544922
	Iteration 8F: 3 clusters Score -8210343 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -8212188.500000 Penalty: 5310.544922
	Iteration 9F: 3 clusters Score -8212188 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 36566 members 
Entering Unmasked Estep 
Score: -8214598.500000 Penalty: 5310.544922
	Iteration 10F: 3 clusters Score -8214598 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -8217236.000000 Penalty: 5310.544922
	Iteration 11F: 3 clusters Score -8217236 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
Score: -8219369.500000 Penalty: 5310.544922
	Iteration 12F: 3 clusters Score -8219370 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -8220473.000000 Penalty: 5310.544922
	Iteration 13Q: 3 clusters Score -8220473 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 44152 members 
Entering Unmasked Estep 
Score: -8220818.500000 Penalty: 5310.544922
	Iteration 14Q: 3 clusters Score -8220818 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 44343 members 
Entering Unmasked Estep 
Score: -8220948.000000 Penalty: 5310.544922
	Iteration 15Q: 3 clusters Score -8220948 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -8221013.000000 Penalty: 5310.544922
	Iteration 16Q: 3 clusters Score -8221013 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -8221073.000000 Penalty: 5310.544922
	Iteration 17Q: 3 clusters Score -8221073 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 44448 members 
Entering Unmasked Estep 
Score: -8221103.500000 Penalty: 5310.544922
	Iteration 18Q: 3 clusters Score -8221104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 44450 members 
Entering Unmasked Estep 
Score: -8221126.500000 Penalty: 5310.544922
	Iteration 19Q: 3 clusters Score -8221126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -8221133.500000 Penalty: 5310.544922
	Iteration 20F: 3 clusters Score -8221134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
Score: -8221137.000000 Penalty: 5310.544922
	Iteration 21Q: 3 clusters Score -8221137 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
Score: -8221137.000000 Penalty: 5310.544922
	Iteration 22F: 3 clusters Score -8221137 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46791 members 
Entering Unmasked Estep 
Score: -8568404.000000 Penalty: 2666.854736
	Iteration 0F: 2 clusters Score -8568404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 23383 members 
Entering Unmasked Estep 
Score: -8538570.000000 Penalty: 5333.709473
	Iteration 0F: 3 clusters Score -8538570 nChanged 21457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -8550446.000000 Penalty: 5333.709473
	Iteration 1F: 3 clusters Score -8550446 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -8551138.000000 Penalty: 5333.709473
	Iteration 2Q: 3 clusters Score -8551138 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -8551886.000000 Penalty: 5333.709473
	Iteration 3Q: 3 clusters Score -8551886 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24752 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -8552964.000000 Penalty: 5333.709473
	Iteration 4Q: 3 clusters Score -8552964 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -8554609.000000 Penalty: 5333.709473
	Iteration 5F: 3 clusters Score -8554609 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -8556634.000000 Penalty: 5333.709473
	Iteration 6F: 3 clusters Score -8556634 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -8558970.000000 Penalty: 5333.709473
	Iteration 7F: 3 clusters Score -8558970 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -8561221.000000 Penalty: 5333.709473
	Iteration 8F: 3 clusters Score -8561221 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -8563007.000000 Penalty: 5333.709473
	Iteration 9F: 3 clusters Score -8563007 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32031 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -8563997.000000 Penalty: 5333.709473
	Iteration 10Q: 3 clusters Score -8563997 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -8564611.000000 Penalty: 5333.709473
	Iteration 11Q: 3 clusters Score -8564611 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -8565033.000000 Penalty: 5333.709473
	Iteration 12Q: 3 clusters Score -8565033 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -8565378.000000 Penalty: 5333.709473
	Iteration 13Q: 3 clusters Score -8565378 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35321 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -8565642.000000 Penalty: 5333.709473
	Iteration 14Q: 3 clusters Score -8565642 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -8565892.000000 Penalty: 5333.709473
	Iteration 15Q: 3 clusters Score -8565892 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -8566150.000000 Penalty: 5333.709473
	Iteration 16Q: 3 clusters Score -8566150 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -8566431.000000 Penalty: 5333.709473
	Iteration 17Q: 3 clusters Score -8566431 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38030 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -8566682.000000 Penalty: 5333.709473
	Iteration 18Q: 3 clusters Score -8566682 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -8566954.000000 Penalty: 5333.709473
	Iteration 19Q: 3 clusters Score -8566954 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39217 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -8567165.000000 Penalty: 5333.709473
	Iteration 20F: 3 clusters Score -8567165 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39758 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -8567340.000000 Penalty: 5333.709473
	Iteration 21Q: 3 clusters Score -8567340 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -8567463.000000 Penalty: 5333.709473
	Iteration 22Q: 3 clusters Score -8567463 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -8567543.000000 Penalty: 5333.709473
	Iteration 23Q: 3 clusters Score -8567543 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -8567630.000000 Penalty: 5333.709473
	Iteration 24Q: 3 clusters Score -8567630 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -8567663.000000 Penalty: 5333.709473
	Iteration 25Q: 3 clusters Score -8567663 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41658 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -8567720.000000 Penalty: 5333.709473
	Iteration 26Q: 3 clusters Score -8567720 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -8567745.000000 Penalty: 5333.709473
	Iteration 27Q: 3 clusters Score -8567745 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42067 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -8567747.000000 Penalty: 5333.709473
	Iteration 28Q: 3 clusters Score -8567747 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42201 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -8567736.000000 Penalty: 5333.709473
	Iteration 29Q: 3 clusters Score -8567736 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -8567713.000000 Penalty: 5333.709473
	Iteration 30Q: 3 clusters Score -8567713 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -8567714.000000 Penalty: 5333.709473
	Iteration 31Q: 3 clusters Score -8567714 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -8567715.000000 Penalty: 5333.709473
	Iteration 32Q: 3 clusters Score -8567715 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -8567683.000000 Penalty: 5333.709473
	Iteration 33Q: 3 clusters Score -8567683 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42576 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -8567684.000000 Penalty: 5333.709473
	Iteration 34Q: 3 clusters Score -8567684 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -8567686.000000 Penalty: 5333.709473
	Iteration 35Q: 3 clusters Score -8567686 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -8567695.000000 Penalty: 5333.709473
	Iteration 36Q: 3 clusters Score -8567695 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42675 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -8567692.000000 Penalty: 5333.709473
	Iteration 37Q: 3 clusters Score -8567692 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42701 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -8567704.000000 Penalty: 5333.709473
	Iteration 38Q: 3 clusters Score -8567704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -8567686.000000 Penalty: 5333.709473
	Iteration 39Q: 3 clusters Score -8567686 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42760 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -8567706.000000 Penalty: 5333.709473
	Iteration 40F: 3 clusters Score -8567706 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42788 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -8567694.000000 Penalty: 5333.709473
	Iteration 41Q: 3 clusters Score -8567694 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42816 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -8567704.000000 Penalty: 5333.709473
	Iteration 42Q: 3 clusters Score -8567704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -8567701.000000 Penalty: 5333.709473
	Iteration 43Q: 3 clusters Score -8567701 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -8567698.000000 Penalty: 5333.709473
	Iteration 44Q: 3 clusters Score -8567698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42888 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -8567699.000000 Penalty: 5333.709473
	Iteration 45Q: 3 clusters Score -8567699 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -8567701.000000 Penalty: 5333.709473
	Iteration 46Q: 3 clusters Score -8567701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42913 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -8567708.000000 Penalty: 5333.709473
	Iteration 47Q: 3 clusters Score -8567708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -8567708.000000 Penalty: 5333.709473
	Iteration 48Q: 3 clusters Score -8567708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42931 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -8567693.000000 Penalty: 5333.709473
	Iteration 49Q: 3 clusters Score -8567693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42939 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -8567701.000000 Penalty: 5333.709473
	Iteration 50Q: 3 clusters Score -8567701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42945 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -8567694.000000 Penalty: 5333.709473
	Iteration 51Q: 3 clusters Score -8567694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42950 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -8567690.000000 Penalty: 5333.709473
	Iteration 52Q: 3 clusters Score -8567690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -8567689.000000 Penalty: 5333.709473
	Iteration 53Q: 3 clusters Score -8567689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -8567671.000000 Penalty: 5333.709473
	Iteration 54Q: 3 clusters Score -8567671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -8567681.000000 Penalty: 5333.709473
	Iteration 55Q: 3 clusters Score -8567681 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -8567681.000000 Penalty: 5333.709473
	Iteration 56Q: 3 clusters Score -8567681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42983 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -8567677.000000 Penalty: 5333.709473
	Iteration 57Q: 3 clusters Score -8567677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -8567674.000000 Penalty: 5333.709473
	Iteration 58Q: 3 clusters Score -8567674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -8567672.000000 Penalty: 5333.709473
	Iteration 59Q: 3 clusters Score -8567672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -8567683.000000 Penalty: 5333.709473
	Iteration 60F: 3 clusters Score -8567683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42996 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -8567677.000000 Penalty: 5333.709473
	Iteration 61Q: 3 clusters Score -8567677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -8567671.000000 Penalty: 5333.709473
	Iteration 62Q: 3 clusters Score -8567671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43010 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -8567674.000000 Penalty: 5333.709473
	Iteration 63Q: 3 clusters Score -8567674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -8567680.000000 Penalty: 5333.709473
	Iteration 64Q: 3 clusters Score -8567680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -8567686.000000 Penalty: 5333.709473
	Iteration 65Q: 3 clusters Score -8567686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -8567687.000000 Penalty: 5333.709473
	Iteration 66Q: 3 clusters Score -8567687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43044 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -8567686.000000 Penalty: 5333.709473
	Iteration 67Q: 3 clusters Score -8567686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43052 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -8567681.000000 Penalty: 5333.709473
	Iteration 68Q: 3 clusters Score -8567681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -8567674.000000 Penalty: 5333.709473
	Iteration 69Q: 3 clusters Score -8567674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -8567677.000000 Penalty: 5333.709473
	Iteration 70Q: 3 clusters Score -8567677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43073 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -8567686.000000 Penalty: 5333.709473
	Iteration 71Q: 3 clusters Score -8567686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -8567683.000000 Penalty: 5333.709473
	Iteration 72Q: 3 clusters Score -8567683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -8567690.000000 Penalty: 5333.709473
	Iteration 73Q: 3 clusters Score -8567690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -8567693.000000 Penalty: 5333.709473
	Iteration 74Q: 3 clusters Score -8567693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -8567694.000000 Penalty: 5333.709473
	Iteration 75Q: 3 clusters Score -8567694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -8567700.000000 Penalty: 5333.709473
	Iteration 76Q: 3 clusters Score -8567700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -8567699.000000 Penalty: 5333.709473
	Iteration 77Q: 3 clusters Score -8567699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -8567698.000000 Penalty: 5333.709473
	Iteration 78Q: 3 clusters Score -8567698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -8567699.000000 Penalty: 5333.709473
	Iteration 79Q: 3 clusters Score -8567699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -8567700.000000 Penalty: 5333.709473
	Iteration 80F: 3 clusters Score -8567700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Entering Unmasked Estep 
Score: -69592.054688 Penalty: 1501.500977
	Iteration 0F: 2 clusters Score -69592.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -68216.695312 Penalty: 3003.001953
	Iteration 0F: 3 clusters Score -68216.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -68413.375000 Penalty: 3003.001953
	Iteration 1F: 3 clusters Score -68413.38 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -68511.226562 Penalty: 3003.001953
	Iteration 2F: 3 clusters Score -68511.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -68537.781250 Penalty: 3003.001953
	Iteration 3Q: 3 clusters Score -68537.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -68551.921875 Penalty: 3003.001953
	Iteration 4Q: 3 clusters Score -68551.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -68566.679688 Penalty: 3003.001953
	Iteration 5Q: 3 clusters Score -68566.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -68576.523438 Penalty: 3003.001953
	Iteration 6Q: 3 clusters Score -68576.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -68585.359375 Penalty: 3003.001953
	Iteration 7Q: 3 clusters Score -68585.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -68595.359375 Penalty: 3003.001953
	Iteration 8Q: 3 clusters Score -68595.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -68600.601562 Penalty: 3003.001953
	Iteration 9Q: 3 clusters Score -68600.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -68622.242188 Penalty: 3003.001953
	Iteration 10Q: 3 clusters Score -68622.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -68632.062500 Penalty: 3003.001953
	Iteration 11Q: 3 clusters Score -68632.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -68639.570312 Penalty: 3003.001953
	Iteration 12Q: 3 clusters Score -68639.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -68641.281250 Penalty: 3003.001953
	Iteration 13Q: 3 clusters Score -68641.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -68641.281250 Penalty: 3003.001953
	Iteration 14F: 3 clusters Score -68641.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Entering Unmasked Estep 
Score: -4389292.500000 Penalty: 2508.510986
	Iteration 0F: 2 clusters Score -4389292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -4372185.500000 Penalty: 5017.021973
	Iteration 0F: 3 clusters Score -4372186 nChanged 10972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -4378055.000000 Penalty: 5017.021973
	Iteration 1F: 3 clusters Score -4378055 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -4378500.000000 Penalty: 5017.021973
	Iteration 2Q: 3 clusters Score -4378500 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -4378871.500000 Penalty: 5017.021973
	Iteration 3Q: 3 clusters Score -4378872 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -4379228.500000 Penalty: 5017.021973
	Iteration 4Q: 3 clusters Score -4379228 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -4379604.500000 Penalty: 5017.021973
	Iteration 5Q: 3 clusters Score -4379604 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -4379997.500000 Penalty: 5017.021973
	Iteration 6Q: 3 clusters Score -4379998 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -4380450.500000 Penalty: 5017.021973
	Iteration 7Q: 3 clusters Score -4380450 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -4381034.500000 Penalty: 5017.021973
	Iteration 8Q: 3 clusters Score -4381034 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -4381881.500000 Penalty: 5017.021973
	Iteration 9Q: 3 clusters Score -4381882 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -4382802.500000 Penalty: 5017.021973
	Iteration 10F: 3 clusters Score -4382802 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -4383769.000000 Penalty: 5017.021973
	Iteration 11F: 3 clusters Score -4383769 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -4384753.000000 Penalty: 5017.021973
	Iteration 12Q: 3 clusters Score -4384753 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -4385573.500000 Penalty: 5017.021973
	Iteration 13Q: 3 clusters Score -4385574 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -4386160.500000 Penalty: 5017.021973
	Iteration 14Q: 3 clusters Score -4386160 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -4386542.000000 Penalty: 5017.021973
	Iteration 15Q: 3 clusters Score -4386542 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -4386774.000000 Penalty: 5017.021973
	Iteration 16Q: 3 clusters Score -4386774 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -4386923.000000 Penalty: 5017.021973
	Iteration 17Q: 3 clusters Score -4386923 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -4387021.000000 Penalty: 5017.021973
	Iteration 18Q: 3 clusters Score -4387021 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -4387083.500000 Penalty: 5017.021973
	Iteration 19Q: 3 clusters Score -4387084 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -4387126.500000 Penalty: 5017.021973
	Iteration 20F: 3 clusters Score -4387126 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -4387164.500000 Penalty: 5017.021973
	Iteration 21Q: 3 clusters Score -4387164 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -4387190.000000 Penalty: 5017.021973
	Iteration 22Q: 3 clusters Score -4387190 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -4387211.500000 Penalty: 5017.021973
	Iteration 23Q: 3 clusters Score -4387212 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -4387240.500000 Penalty: 5017.021973
	Iteration 24Q: 3 clusters Score -4387240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -4387254.500000 Penalty: 5017.021973
	Iteration 25Q: 3 clusters Score -4387254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -4387257.500000 Penalty: 5017.021973
	Iteration 26Q: 3 clusters Score -4387258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
Score: -4387257.500000 Penalty: 5017.021973
	Iteration 27Q: 3 clusters Score -4387258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -4387263.500000 Penalty: 5017.021973
	Iteration 28Q: 3 clusters Score -4387264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -4387263.500000 Penalty: 5017.021973
	Iteration 29Q: 3 clusters Score -4387264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -4387263.500000 Penalty: 5017.021973
	Iteration 30F: 3 clusters Score -4387264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (49980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49980 members 
Entering Unmasked Estep 
Score: -9219224.000000 Penalty: 2683.205811
	Iteration 0F: 2 clusters Score -9219224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -9188799.000000 Penalty: 5366.411621
	Iteration 0F: 3 clusters Score -9188799 nChanged 23100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25787 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -9201815.000000 Penalty: 5366.411621
	Iteration 1F: 3 clusters Score -9201815 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -9202459.000000 Penalty: 5366.411621
	Iteration 2Q: 3 clusters Score -9202459 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 22509 members 
Entering Unmasked Estep 
Score: -9203251.000000 Penalty: 5366.411621
	Iteration 3Q: 3 clusters Score -9203251 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28974 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -9204248.000000 Penalty: 5366.411621
	Iteration 4Q: 3 clusters Score -9204248 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -9205540.000000 Penalty: 5366.411621
	Iteration 5F: 3 clusters Score -9205540 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -9207374.000000 Penalty: 5366.411621
	Iteration 6F: 3 clusters Score -9207374 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -9209615.000000 Penalty: 5366.411621
	Iteration 7F: 3 clusters Score -9209615 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -9211908.000000 Penalty: 5366.411621
	Iteration 8F: 3 clusters Score -9211908 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -9214185.000000 Penalty: 5366.411621
	Iteration 9F: 3 clusters Score -9214185 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44676 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -9215623.000000 Penalty: 5366.411621
	Iteration 10Q: 3 clusters Score -9215623 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -9216348.000000 Penalty: 5366.411621
	Iteration 11Q: 3 clusters Score -9216348 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47599 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -9216735.000000 Penalty: 5366.411621
	Iteration 12Q: 3 clusters Score -9216735 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48346 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -9216914.000000 Penalty: 5366.411621
	Iteration 13Q: 3 clusters Score -9216914 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48787 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -9216990.000000 Penalty: 5366.411621
	Iteration 14Q: 3 clusters Score -9216990 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49054 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -9217061.000000 Penalty: 5366.411621
	Iteration 15Q: 3 clusters Score -9217061 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49230 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -9217081.000000 Penalty: 5366.411621
	Iteration 16Q: 3 clusters Score -9217081 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -9217096.000000 Penalty: 5366.411621
	Iteration 17Q: 3 clusters Score -9217096 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49400 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -9217140.000000 Penalty: 5366.411621
	Iteration 18Q: 3 clusters Score -9217140 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49444 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -9217155.000000 Penalty: 5366.411621
	Iteration 19Q: 3 clusters Score -9217155 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49474 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -9217148.000000 Penalty: 5366.411621
	Iteration 20F: 3 clusters Score -9217148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49498 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -9217173.000000 Penalty: 5366.411621
	Iteration 21Q: 3 clusters Score -9217173 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49514 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -9217183.000000 Penalty: 5366.411621
	Iteration 22Q: 3 clusters Score -9217183 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49524 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -9217210.000000 Penalty: 5366.411621
	Iteration 23Q: 3 clusters Score -9217210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49538 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -9217219.000000 Penalty: 5366.411621
	Iteration 24Q: 3 clusters Score -9217219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49548 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -9217219.000000 Penalty: 5366.411621
	Iteration 25Q: 3 clusters Score -9217219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49561 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9217222.000000 Penalty: 5366.411621
	Iteration 26Q: 3 clusters Score -9217222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49574 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -9217231.000000 Penalty: 5366.411621
	Iteration 27Q: 3 clusters Score -9217231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49580 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -9217227.000000 Penalty: 5366.411621
	Iteration 28Q: 3 clusters Score -9217227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49583 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -9217228.000000 Penalty: 5366.411621
	Iteration 29Q: 3 clusters Score -9217228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49585 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -9217233.000000 Penalty: 5366.411621
	Iteration 30Q: 3 clusters Score -9217233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49587 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9217235.000000 Penalty: 5366.411621
	Iteration 31Q: 3 clusters Score -9217235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49588 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9217232.000000 Penalty: 5366.411621
	Iteration 32Q: 3 clusters Score -9217232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9217223.000000 Penalty: 5366.411621
	Iteration 33Q: 3 clusters Score -9217223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -9217220.000000 Penalty: 5366.411621
	Iteration 34Q: 3 clusters Score -9217220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -9217220.000000 Penalty: 5366.411621
	Iteration 35F: 3 clusters Score -9217220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Entering Unmasked Estep 
Score: -374165.906250 Penalty: 1910.121948
	Iteration 0F: 2 clusters Score -374165.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -371445.718750 Penalty: 3820.243896
	Iteration 0F: 3 clusters Score -371445.7 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -372157.187500 Penalty: 3820.243896
	Iteration 1F: 3 clusters Score -372157.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -372428.218750 Penalty: 3820.243896
	Iteration 2F: 3 clusters Score -372428.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -372592.750000 Penalty: 3820.243896
	Iteration 3F: 3 clusters Score -372592.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -372715.218750 Penalty: 3820.243896
	Iteration 4Q: 3 clusters Score -372715.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -372851.187500 Penalty: 3820.243896
	Iteration 5Q: 3 clusters Score -372851.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -373001.750000 Penalty: 3820.243896
	Iteration 6Q: 3 clusters Score -373001.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -373129.375000 Penalty: 3820.243896
	Iteration 7Q: 3 clusters Score -373129.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -373233.062500 Penalty: 3820.243896
	Iteration 8Q: 3 clusters Score -373233.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -373305.281250 Penalty: 3820.243896
	Iteration 9Q: 3 clusters Score -373305.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -373381.125000 Penalty: 3820.243896
	Iteration 10Q: 3 clusters Score -373381.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -373428.687500 Penalty: 3820.243896
	Iteration 11Q: 3 clusters Score -373428.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -373479.656250 Penalty: 3820.243896
	Iteration 12Q: 3 clusters Score -373479.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -373510.937500 Penalty: 3820.243896
	Iteration 13Q: 3 clusters Score -373510.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -373535.437500 Penalty: 3820.243896
	Iteration 14Q: 3 clusters Score -373535.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -373561.718750 Penalty: 3820.243896
	Iteration 15Q: 3 clusters Score -373561.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -373583.218750 Penalty: 3820.243896
	Iteration 16Q: 3 clusters Score -373583.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -373597.750000 Penalty: 3820.243896
	Iteration 17Q: 3 clusters Score -373597.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -373611.343750 Penalty: 3820.243896
	Iteration 18Q: 3 clusters Score -373611.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -373619.687500 Penalty: 3820.243896
	Iteration 19Q: 3 clusters Score -373619.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -373671.625000 Penalty: 3820.243896
	Iteration 20F: 3 clusters Score -373671.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -373966.812500 Penalty: 3820.243896
	Iteration 21Q: 3 clusters Score -373966.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -374081.625000 Penalty: 3820.243896
	Iteration 22Q: 3 clusters Score -374081.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -374119.687500 Penalty: 3820.243896
	Iteration 23Q: 3 clusters Score -374119.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -374138.593750 Penalty: 3820.243896
	Iteration 24Q: 3 clusters Score -374138.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -374143.687500 Penalty: 3820.243896
	Iteration 25Q: 3 clusters Score -374143.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -374148.968750 Penalty: 3820.243896
	Iteration 26Q: 3 clusters Score -374149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -374150.656250 Penalty: 3820.243896
	Iteration 27Q: 3 clusters Score -374150.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -374151.687500 Penalty: 3820.243896
	Iteration 28Q: 3 clusters Score -374151.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -374151.687500 Penalty: 3820.243896
	Iteration 29F: 3 clusters Score -374151.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (47156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47156 members 
Entering Unmasked Estep 
Score: -8734919.000000 Penalty: 2668.781494
	Iteration 0F: 2 clusters Score -8734919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -8705416.000000 Penalty: 5337.562988
	Iteration 0F: 3 clusters Score -8705416 nChanged 21848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -8717679.000000 Penalty: 5337.562988
	Iteration 1F: 3 clusters Score -8717679 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -8718401.000000 Penalty: 5337.562988
	Iteration 2Q: 3 clusters Score -8718401 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -8719198.000000 Penalty: 5337.562988
	Iteration 3Q: 3 clusters Score -8719198 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -8719989.000000 Penalty: 5337.562988
	Iteration 4Q: 3 clusters Score -8719989 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -8720918.000000 Penalty: 5337.562988
	Iteration 5Q: 3 clusters Score -8720918 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -8722162.000000 Penalty: 5337.562988
	Iteration 6Q: 3 clusters Score -8722162 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -8723578.000000 Penalty: 5337.562988
	Iteration 7F: 3 clusters Score -8723578 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -8725055.000000 Penalty: 5337.562988
	Iteration 8F: 3 clusters Score -8725055 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -8726401.000000 Penalty: 5337.562988
	Iteration 9Q: 3 clusters Score -8726401 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -8727533.000000 Penalty: 5337.562988
	Iteration 10Q: 3 clusters Score -8727533 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -8728525.000000 Penalty: 5337.562988
	Iteration 11Q: 3 clusters Score -8728525 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -8729329.000000 Penalty: 5337.562988
	Iteration 12Q: 3 clusters Score -8729329 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 36800 members 
Entering Unmasked Estep 
Score: -8729984.000000 Penalty: 5337.562988
	Iteration 13Q: 3 clusters Score -8729984 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -8730507.000000 Penalty: 5337.562988
	Iteration 14Q: 3 clusters Score -8730507 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
Score: -8730996.000000 Penalty: 5337.562988
	Iteration 15Q: 3 clusters Score -8730996 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 39659 members 
Entering Unmasked Estep 
Score: -8731368.000000 Penalty: 5337.562988
	Iteration 16Q: 3 clusters Score -8731368 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 40365 members 
Entering Unmasked Estep 
Score: -8731642.000000 Penalty: 5337.562988
	Iteration 17Q: 3 clusters Score -8731642 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -8731946.000000 Penalty: 5337.562988
	Iteration 18Q: 3 clusters Score -8731946 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 41585 members 
Entering Unmasked Estep 
Score: -8732144.000000 Penalty: 5337.562988
	Iteration 19Q: 3 clusters Score -8732144 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
Score: -8732249.000000 Penalty: 5337.562988
	Iteration 20F: 3 clusters Score -8732249 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 42404 members 
Entering Unmasked Estep 
Score: -8732393.000000 Penalty: 5337.562988
	Iteration 21Q: 3 clusters Score -8732393 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 42731 members 
Entering Unmasked Estep 
Score: -8732495.000000 Penalty: 5337.562988
	Iteration 22Q: 3 clusters Score -8732495 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -8732620.000000 Penalty: 5337.562988
	Iteration 23Q: 3 clusters Score -8732620 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 43273 members 
Entering Unmasked Estep 
Score: -8732652.000000 Penalty: 5337.562988
	Iteration 24Q: 3 clusters Score -8732652 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 43483 members 
Entering Unmasked Estep 
Score: -8732676.000000 Penalty: 5337.562988
	Iteration 25Q: 3 clusters Score -8732676 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 43679 members 
Entering Unmasked Estep 
Score: -8732705.000000 Penalty: 5337.562988
	Iteration 26Q: 3 clusters Score -8732705 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
Score: -8732724.000000 Penalty: 5337.562988
	Iteration 27Q: 3 clusters Score -8732724 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 43991 members 
Entering Unmasked Estep 
Score: -8732752.000000 Penalty: 5337.562988
	Iteration 28Q: 3 clusters Score -8732752 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -8732774.000000 Penalty: 5337.562988
	Iteration 29Q: 3 clusters Score -8732774 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
Score: -8732818.000000 Penalty: 5337.562988
	Iteration 30Q: 3 clusters Score -8732818 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -8732829.000000 Penalty: 5337.562988
	Iteration 31Q: 3 clusters Score -8732829 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -8732862.000000 Penalty: 5337.562988
	Iteration 32Q: 3 clusters Score -8732862 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 44585 members 
Entering Unmasked Estep 
Score: -8732878.000000 Penalty: 5337.562988
	Iteration 33Q: 3 clusters Score -8732878 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 44672 members 
Entering Unmasked Estep 
Score: -8732900.000000 Penalty: 5337.562988
	Iteration 34Q: 3 clusters Score -8732900 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 44744 members 
Entering Unmasked Estep 
Score: -8732903.000000 Penalty: 5337.562988
	Iteration 35Q: 3 clusters Score -8732903 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 44788 members 
Entering Unmasked Estep 
Score: -8732931.000000 Penalty: 5337.562988
	Iteration 36Q: 3 clusters Score -8732931 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 44836 members 
Entering Unmasked Estep 
Score: -8732929.000000 Penalty: 5337.562988
	Iteration 37Q: 3 clusters Score -8732929 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 44875 members 
Entering Unmasked Estep 
Score: -8732931.000000 Penalty: 5337.562988
	Iteration 38Q: 3 clusters Score -8732931 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -8732922.000000 Penalty: 5337.562988
	Iteration 39Q: 3 clusters Score -8732922 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -8732933.000000 Penalty: 5337.562988
	Iteration 40F: 3 clusters Score -8732933 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 44997 members 
Entering Unmasked Estep 
Score: -8732930.000000 Penalty: 5337.562988
	Iteration 41Q: 3 clusters Score -8732930 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 45030 members 
Entering Unmasked Estep 
Score: -8732922.000000 Penalty: 5337.562988
	Iteration 42Q: 3 clusters Score -8732922 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -8732925.000000 Penalty: 5337.562988
	Iteration 43Q: 3 clusters Score -8732925 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 45091 members 
Entering Unmasked Estep 
Score: -8732925.000000 Penalty: 5337.562988
	Iteration 44Q: 3 clusters Score -8732925 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 45118 members 
Entering Unmasked Estep 
Score: -8732930.000000 Penalty: 5337.562988
	Iteration 45Q: 3 clusters Score -8732930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 45142 members 
Entering Unmasked Estep 
Score: -8732917.000000 Penalty: 5337.562988
	Iteration 46Q: 3 clusters Score -8732917 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 45160 members 
Entering Unmasked Estep 
Score: -8732921.000000 Penalty: 5337.562988
	Iteration 47Q: 3 clusters Score -8732921 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -8732923.000000 Penalty: 5337.562988
	Iteration 48Q: 3 clusters Score -8732923 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 45195 members 
Entering Unmasked Estep 
Score: -8732922.000000 Penalty: 5337.562988
	Iteration 49Q: 3 clusters Score -8732922 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 45212 members 
Entering Unmasked Estep 
Score: -8732939.000000 Penalty: 5337.562988
	Iteration 50Q: 3 clusters Score -8732939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 45227 members 
Entering Unmasked Estep 
Score: -8732934.000000 Penalty: 5337.562988
	Iteration 51Q: 3 clusters Score -8732934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -8732938.000000 Penalty: 5337.562988
	Iteration 52Q: 3 clusters Score -8732938 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 45277 members 
Entering Unmasked Estep 
Score: -8732941.000000 Penalty: 5337.562988
	Iteration 53Q: 3 clusters Score -8732941 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 45297 members 
Entering Unmasked Estep 
Score: -8732942.000000 Penalty: 5337.562988
	Iteration 54Q: 3 clusters Score -8732942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 45315 members 
Entering Unmasked Estep 
Score: -8732960.000000 Penalty: 5337.562988
	Iteration 55Q: 3 clusters Score -8732960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 45331 members 
Entering Unmasked Estep 
Score: -8732984.000000 Penalty: 5337.562988
	Iteration 56Q: 3 clusters Score -8732984 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -8732983.000000 Penalty: 5337.562988
	Iteration 57Q: 3 clusters Score -8732983 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -8732977.000000 Penalty: 5337.562988
	Iteration 58Q: 3 clusters Score -8732977 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 45383 members 
Entering Unmasked Estep 
Score: -8732980.000000 Penalty: 5337.562988
	Iteration 59Q: 3 clusters Score -8732980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 45392 members 
Entering Unmasked Estep 
Score: -8732987.000000 Penalty: 5337.562988
	Iteration 60F: 3 clusters Score -8732987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 45407 members 
Entering Unmasked Estep 
Score: -8732996.000000 Penalty: 5337.562988
	Iteration 61Q: 3 clusters Score -8732996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 45421 members 
Entering Unmasked Estep 
Score: -8732989.000000 Penalty: 5337.562988
	Iteration 62Q: 3 clusters Score -8732989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 45429 members 
Entering Unmasked Estep 
Score: -8733002.000000 Penalty: 5337.562988
	Iteration 63Q: 3 clusters Score -8733002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 45436 members 
Entering Unmasked Estep 
Score: -8732991.000000 Penalty: 5337.562988
	Iteration 64Q: 3 clusters Score -8732991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
Score: -8732992.000000 Penalty: 5337.562988
	Iteration 65Q: 3 clusters Score -8732992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 45453 members 
Entering Unmasked Estep 
Score: -8732994.000000 Penalty: 5337.562988
	Iteration 66Q: 3 clusters Score -8732994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 45457 members 
Entering Unmasked Estep 
Score: -8732993.000000 Penalty: 5337.562988
	Iteration 67Q: 3 clusters Score -8732993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 45462 members 
Entering Unmasked Estep 
Score: -8732991.000000 Penalty: 5337.562988
	Iteration 68Q: 3 clusters Score -8732991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
Score: -8732997.000000 Penalty: 5337.562988
	Iteration 69Q: 3 clusters Score -8732997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 45469 members 
Entering Unmasked Estep 
Score: -8733002.000000 Penalty: 5337.562988
	Iteration 70Q: 3 clusters Score -8733002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -8732992.000000 Penalty: 5337.562988
	Iteration 71Q: 3 clusters Score -8732992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 45475 members 
Entering Unmasked Estep 
Score: -8732999.000000 Penalty: 5337.562988
	Iteration 72Q: 3 clusters Score -8732999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 45480 members 
Entering Unmasked Estep 
Score: -8733004.000000 Penalty: 5337.562988
	Iteration 73Q: 3 clusters Score -8733004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -8733010.000000 Penalty: 5337.562988
	Iteration 74Q: 3 clusters Score -8733010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 45489 members 
Entering Unmasked Estep 
Score: -8733001.000000 Penalty: 5337.562988
	Iteration 75Q: 3 clusters Score -8733001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -8733004.000000 Penalty: 5337.562988
	Iteration 76Q: 3 clusters Score -8733004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 45492 members 
Entering Unmasked Estep 
Score: -8733012.000000 Penalty: 5337.562988
	Iteration 77Q: 3 clusters Score -8733012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 45494 members 
Entering Unmasked Estep 
Score: -8733014.000000 Penalty: 5337.562988
	Iteration 78Q: 3 clusters Score -8733014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 45499 members 
Entering Unmasked Estep 
Score: -8733018.000000 Penalty: 5337.562988
	Iteration 79Q: 3 clusters Score -8733018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 45508 members 
Entering Unmasked Estep 
Score: -8733017.000000 Penalty: 5337.562988
	Iteration 80F: 3 clusters Score -8733017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 45518 members 
Entering Unmasked Estep 
Score: -8733014.000000 Penalty: 5337.562988
	Iteration 81Q: 3 clusters Score -8733014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 45525 members 
Entering Unmasked Estep 
Score: -8733015.000000 Penalty: 5337.562988
	Iteration 82Q: 3 clusters Score -8733015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 45531 members 
Entering Unmasked Estep 
Score: -8733008.000000 Penalty: 5337.562988
	Iteration 83Q: 3 clusters Score -8733008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 45536 members 
Entering Unmasked Estep 
Score: -8733006.000000 Penalty: 5337.562988
	Iteration 84Q: 3 clusters Score -8733006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 45534 members 
Entering Unmasked Estep 
Score: -8733007.000000 Penalty: 5337.562988
	Iteration 85Q: 3 clusters Score -8733007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 45534 members 
Entering Unmasked Estep 
Score: -8733014.000000 Penalty: 5337.562988
	Iteration 86Q: 3 clusters Score -8733014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 45537 members 
Entering Unmasked Estep 
Score: -8733012.000000 Penalty: 5337.562988
	Iteration 87Q: 3 clusters Score -8733012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 45541 members 
Entering Unmasked Estep 
Score: -8733016.000000 Penalty: 5337.562988
	Iteration 88Q: 3 clusters Score -8733016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -8733013.000000 Penalty: 5337.562988
	Iteration 89Q: 3 clusters Score -8733013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -8733013.000000 Penalty: 5337.562988
	Iteration 90F: 3 clusters Score -8733013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Entering Unmasked Estep 
Score: -7806033.000000 Penalty: 2643.058594
	Iteration 0F: 2 clusters Score -7806033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -7778014.500000 Penalty: 5286.117188
	Iteration 0F: 3 clusters Score -7778014 nChanged 19560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -7789052.000000 Penalty: 5286.117188
	Iteration 1F: 3 clusters Score -7789052 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -7790123.000000 Penalty: 5286.117188
	Iteration 2F: 3 clusters Score -7790123 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -7791396.500000 Penalty: 5286.117188
	Iteration 3F: 3 clusters Score -7791396 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -7792744.500000 Penalty: 5286.117188
	Iteration 4F: 3 clusters Score -7792744 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -7794079.500000 Penalty: 5286.117188
	Iteration 5F: 3 clusters Score -7794080 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -7795418.000000 Penalty: 5286.117188
	Iteration 6Q: 3 clusters Score -7795418 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -7796828.500000 Penalty: 5286.117188
	Iteration 7F: 3 clusters Score -7796828 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -7798366.500000 Penalty: 5286.117188
	Iteration 8F: 3 clusters Score -7798366 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -7799661.500000 Penalty: 5286.117188
	Iteration 9Q: 3 clusters Score -7799662 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -7800641.500000 Penalty: 5286.117188
	Iteration 10Q: 3 clusters Score -7800642 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -7801310.000000 Penalty: 5286.117188
	Iteration 11Q: 3 clusters Score -7801310 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -7801629.000000 Penalty: 5286.117188
	Iteration 12Q: 3 clusters Score -7801629 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -7801858.500000 Penalty: 5286.117188
	Iteration 13Q: 3 clusters Score -7801858 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -7802112.000000 Penalty: 5286.117188
	Iteration 14Q: 3 clusters Score -7802112 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -7802372.000000 Penalty: 5286.117188
	Iteration 15Q: 3 clusters Score -7802372 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -7802648.000000 Penalty: 5286.117188
	Iteration 16Q: 3 clusters Score -7802648 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -7802888.500000 Penalty: 5286.117188
	Iteration 17Q: 3 clusters Score -7802888 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24418 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -7803145.500000 Penalty: 5286.117188
	Iteration 18Q: 3 clusters Score -7803146 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -7803318.500000 Penalty: 5286.117188
	Iteration 19Q: 3 clusters Score -7803318 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -7803432.500000 Penalty: 5286.117188
	Iteration 20F: 3 clusters Score -7803432 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -7803519.000000 Penalty: 5286.117188
	Iteration 21Q: 3 clusters Score -7803519 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -7803585.000000 Penalty: 5286.117188
	Iteration 22Q: 3 clusters Score -7803585 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -7803613.000000 Penalty: 5286.117188
	Iteration 23Q: 3 clusters Score -7803613 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -7803641.500000 Penalty: 5286.117188
	Iteration 24Q: 3 clusters Score -7803642 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -7803631.000000 Penalty: 5286.117188
	Iteration 25Q: 3 clusters Score -7803631 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -7803645.000000 Penalty: 5286.117188
	Iteration 26Q: 3 clusters Score -7803645 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22790 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -7803626.000000 Penalty: 5286.117188
	Iteration 27Q: 3 clusters Score -7803626 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -7803640.500000 Penalty: 5286.117188
	Iteration 28Q: 3 clusters Score -7803640 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 19903 members 
Entering Unmasked Estep 
Score: -7803649.000000 Penalty: 5286.117188
	Iteration 29Q: 3 clusters Score -7803649 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -7803654.500000 Penalty: 5286.117188
	Iteration 30Q: 3 clusters Score -7803654 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -7803670.000000 Penalty: 5286.117188
	Iteration 31Q: 3 clusters Score -7803670 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -7803677.500000 Penalty: 5286.117188
	Iteration 32Q: 3 clusters Score -7803678 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -7803689.000000 Penalty: 5286.117188
	Iteration 33Q: 3 clusters Score -7803689 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -7803681.500000 Penalty: 5286.117188
	Iteration 34Q: 3 clusters Score -7803682 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -7803690.500000 Penalty: 5286.117188
	Iteration 35Q: 3 clusters Score -7803690 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -7803708.000000 Penalty: 5286.117188
	Iteration 36Q: 3 clusters Score -7803708 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -7803693.500000 Penalty: 5286.117188
	Iteration 37Q: 3 clusters Score -7803694 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -7803691.500000 Penalty: 5286.117188
	Iteration 38Q: 3 clusters Score -7803692 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -7803692.000000 Penalty: 5286.117188
	Iteration 39Q: 3 clusters Score -7803692 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -7803685.000000 Penalty: 5286.117188
	Iteration 40F: 3 clusters Score -7803685 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -7803704.000000 Penalty: 5286.117188
	Iteration 41Q: 3 clusters Score -7803704 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -7803701.500000 Penalty: 5286.117188
	Iteration 42Q: 3 clusters Score -7803702 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -7803694.500000 Penalty: 5286.117188
	Iteration 43Q: 3 clusters Score -7803694 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -7803701.000000 Penalty: 5286.117188
	Iteration 44Q: 3 clusters Score -7803701 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -7803693.000000 Penalty: 5286.117188
	Iteration 45Q: 3 clusters Score -7803693 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -7803705.500000 Penalty: 5286.117188
	Iteration 46Q: 3 clusters Score -7803706 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -7803716.000000 Penalty: 5286.117188
	Iteration 47Q: 3 clusters Score -7803716 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -7803728.000000 Penalty: 5286.117188
	Iteration 48Q: 3 clusters Score -7803728 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -7803728.000000 Penalty: 5286.117188
	Iteration 49Q: 3 clusters Score -7803728 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -7803726.500000 Penalty: 5286.117188
	Iteration 50Q: 3 clusters Score -7803726 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -7803729.000000 Penalty: 5286.117188
	Iteration 51Q: 3 clusters Score -7803729 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -7803736.000000 Penalty: 5286.117188
	Iteration 52Q: 3 clusters Score -7803736 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -7803728.000000 Penalty: 5286.117188
	Iteration 53Q: 3 clusters Score -7803728 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21162 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -7803728.500000 Penalty: 5286.117188
	Iteration 54Q: 3 clusters Score -7803728 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -7803702.000000 Penalty: 5286.117188
	Iteration 55Q: 3 clusters Score -7803702 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 21566 members 
Entering Unmasked Estep 
Score: -7803723.500000 Penalty: 5286.117188
	Iteration 56Q: 3 clusters Score -7803724 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -7803747.500000 Penalty: 5286.117188
	Iteration 57Q: 3 clusters Score -7803748 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -7803747.000000 Penalty: 5286.117188
	Iteration 58Q: 3 clusters Score -7803747 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -7803734.000000 Penalty: 5286.117188
	Iteration 59Q: 3 clusters Score -7803734 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20510 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -7803745.500000 Penalty: 5286.117188
	Iteration 60F: 3 clusters Score -7803746 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -7803750.000000 Penalty: 5286.117188
	Iteration 61Q: 3 clusters Score -7803750 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -7803763.500000 Penalty: 5286.117188
	Iteration 62Q: 3 clusters Score -7803764 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -7803789.000000 Penalty: 5286.117188
	Iteration 63Q: 3 clusters Score -7803789 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -7803783.000000 Penalty: 5286.117188
	Iteration 64Q: 3 clusters Score -7803783 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -7803793.000000 Penalty: 5286.117188
	Iteration 65Q: 3 clusters Score -7803793 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -7803811.000000 Penalty: 5286.117188
	Iteration 66Q: 3 clusters Score -7803811 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -7803818.000000 Penalty: 5286.117188
	Iteration 67Q: 3 clusters Score -7803818 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -7803846.500000 Penalty: 5286.117188
	Iteration 68Q: 3 clusters Score -7803846 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -7803832.000000 Penalty: 5286.117188
	Iteration 69Q: 3 clusters Score -7803832 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -7803826.000000 Penalty: 5286.117188
	Iteration 70Q: 3 clusters Score -7803826 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -7803848.500000 Penalty: 5286.117188
	Iteration 71Q: 3 clusters Score -7803848 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -7803865.000000 Penalty: 5286.117188
	Iteration 72Q: 3 clusters Score -7803865 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -7803875.500000 Penalty: 5286.117188
	Iteration 73Q: 3 clusters Score -7803876 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -7803882.000000 Penalty: 5286.117188
	Iteration 74Q: 3 clusters Score -7803882 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -7803869.000000 Penalty: 5286.117188
	Iteration 75Q: 3 clusters Score -7803869 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -7803865.500000 Penalty: 5286.117188
	Iteration 76Q: 3 clusters Score -7803866 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -7803867.500000 Penalty: 5286.117188
	Iteration 77Q: 3 clusters Score -7803868 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -7803871.000000 Penalty: 5286.117188
	Iteration 78Q: 3 clusters Score -7803871 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -7803898.000000 Penalty: 5286.117188
	Iteration 79Q: 3 clusters Score -7803898 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -7803906.500000 Penalty: 5286.117188
	Iteration 80F: 3 clusters Score -7803906 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -7803895.500000 Penalty: 5286.117188
	Iteration 81Q: 3 clusters Score -7803896 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -7803912.500000 Penalty: 5286.117188
	Iteration 82Q: 3 clusters Score -7803912 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 24999 members 
Entering Unmasked Estep 
Score: -7803928.500000 Penalty: 5286.117188
	Iteration 83Q: 3 clusters Score -7803928 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -7803912.000000 Penalty: 5286.117188
	Iteration 84Q: 3 clusters Score -7803912 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -7803911.000000 Penalty: 5286.117188
	Iteration 85Q: 3 clusters Score -7803911 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -7803916.000000 Penalty: 5286.117188
	Iteration 86Q: 3 clusters Score -7803916 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -7803919.500000 Penalty: 5286.117188
	Iteration 87Q: 3 clusters Score -7803920 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -7803899.000000 Penalty: 5286.117188
	Iteration 88Q: 3 clusters Score -7803899 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -7803893.500000 Penalty: 5286.117188
	Iteration 89Q: 3 clusters Score -7803894 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 25600 members 
Entering Unmasked Estep 
Score: -7803897.500000 Penalty: 5286.117188
	Iteration 90Q: 3 clusters Score -7803898 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -7803910.000000 Penalty: 5286.117188
	Iteration 91Q: 3 clusters Score -7803910 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -7803915.500000 Penalty: 5286.117188
	Iteration 92Q: 3 clusters Score -7803916 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -7803916.000000 Penalty: 5286.117188
	Iteration 93Q: 3 clusters Score -7803916 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -7803913.000000 Penalty: 5286.117188
	Iteration 94Q: 3 clusters Score -7803913 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -7803926.500000 Penalty: 5286.117188
	Iteration 95Q: 3 clusters Score -7803926 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -7803939.000000 Penalty: 5286.117188
	Iteration 96Q: 3 clusters Score -7803939 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 26488 members 
Entering Unmasked Estep 
Score: -7803942.000000 Penalty: 5286.117188
	Iteration 97Q: 3 clusters Score -7803942 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -7803982.000000 Penalty: 5286.117188
	Iteration 98Q: 3 clusters Score -7803982 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -7803982.500000 Penalty: 5286.117188
	Iteration 99Q: 3 clusters Score -7803982 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -7803978.500000 Penalty: 5286.117188
	Iteration 100F: 3 clusters Score -7803978 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -7803955.000000 Penalty: 5286.117188
	Iteration 101Q: 3 clusters Score -7803955 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -7803977.500000 Penalty: 5286.117188
	Iteration 102Q: 3 clusters Score -7803978 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -7803980.500000 Penalty: 5286.117188
	Iteration 103Q: 3 clusters Score -7803980 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -7804013.000000 Penalty: 5286.117188
	Iteration 104Q: 3 clusters Score -7804013 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -7804022.500000 Penalty: 5286.117188
	Iteration 105Q: 3 clusters Score -7804022 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 28074 members 
Entering Unmasked Estep 
Score: -7804017.500000 Penalty: 5286.117188
	Iteration 106Q: 3 clusters Score -7804018 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -7804015.000000 Penalty: 5286.117188
	Iteration 107Q: 3 clusters Score -7804015 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -7804042.000000 Penalty: 5286.117188
	Iteration 108Q: 3 clusters Score -7804042 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -7804078.000000 Penalty: 5286.117188
	Iteration 109Q: 3 clusters Score -7804078 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -7804115.500000 Penalty: 5286.117188
	Iteration 110Q: 3 clusters Score -7804116 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -7804105.000000 Penalty: 5286.117188
	Iteration 111Q: 3 clusters Score -7804105 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -7804139.000000 Penalty: 5286.117188
	Iteration 112Q: 3 clusters Score -7804139 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -7804138.000000 Penalty: 5286.117188
	Iteration 113Q: 3 clusters Score -7804138 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -7804123.000000 Penalty: 5286.117188
	Iteration 114Q: 3 clusters Score -7804123 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -7804154.000000 Penalty: 5286.117188
	Iteration 115Q: 3 clusters Score -7804154 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -7804176.500000 Penalty: 5286.117188
	Iteration 116Q: 3 clusters Score -7804176 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -7804213.000000 Penalty: 5286.117188
	Iteration 117Q: 3 clusters Score -7804213 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -7804245.000000 Penalty: 5286.117188
	Iteration 118Q: 3 clusters Score -7804245 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 30820 members 
Entering Unmasked Estep 
Score: -7804250.000000 Penalty: 5286.117188
	Iteration 119Q: 3 clusters Score -7804250 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 31054 members 
Entering Unmasked Estep 
Score: -7804265.000000 Penalty: 5286.117188
	Iteration 120F: 3 clusters Score -7804265 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 31288 members 
Entering Unmasked Estep 
Score: -7804280.500000 Penalty: 5286.117188
	Iteration 121Q: 3 clusters Score -7804280 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 31532 members 
Entering Unmasked Estep 
Score: -7804299.000000 Penalty: 5286.117188
	Iteration 122Q: 3 clusters Score -7804299 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -7804367.000000 Penalty: 5286.117188
	Iteration 123Q: 3 clusters Score -7804367 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -7804381.500000 Penalty: 5286.117188
	Iteration 124Q: 3 clusters Score -7804382 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -7804409.000000 Penalty: 5286.117188
	Iteration 125Q: 3 clusters Score -7804409 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -7804403.500000 Penalty: 5286.117188
	Iteration 126Q: 3 clusters Score -7804404 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 32889 members 
Entering Unmasked Estep 
Score: -7804458.500000 Penalty: 5286.117188
	Iteration 127Q: 3 clusters Score -7804458 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -7804501.500000 Penalty: 5286.117188
	Iteration 128Q: 3 clusters Score -7804502 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -7804534.000000 Penalty: 5286.117188
	Iteration 129Q: 3 clusters Score -7804534 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -7804604.500000 Penalty: 5286.117188
	Iteration 130Q: 3 clusters Score -7804604 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -7804635.500000 Penalty: 5286.117188
	Iteration 131Q: 3 clusters Score -7804636 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -7804681.000000 Penalty: 5286.117188
	Iteration 132Q: 3 clusters Score -7804681 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -7804715.000000 Penalty: 5286.117188
	Iteration 133Q: 3 clusters Score -7804715 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -7804755.000000 Penalty: 5286.117188
	Iteration 134Q: 3 clusters Score -7804755 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
Score: -7804807.000000 Penalty: 5286.117188
	Iteration 135Q: 3 clusters Score -7804807 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -7804856.000000 Penalty: 5286.117188
	Iteration 136Q: 3 clusters Score -7804856 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -7804877.500000 Penalty: 5286.117188
	Iteration 137Q: 3 clusters Score -7804878 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 35491 members 
Entering Unmasked Estep 
Score: -7804924.000000 Penalty: 5286.117188
	Iteration 138Q: 3 clusters Score -7804924 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -7804927.500000 Penalty: 5286.117188
	Iteration 139Q: 3 clusters Score -7804928 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -7804958.500000 Penalty: 5286.117188
	Iteration 140F: 3 clusters Score -7804958 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -7804999.000000 Penalty: 5286.117188
	Iteration 141Q: 3 clusters Score -7804999 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -7805034.500000 Penalty: 5286.117188
	Iteration 142Q: 3 clusters Score -7805034 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -7805054.500000 Penalty: 5286.117188
	Iteration 143Q: 3 clusters Score -7805054 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -7805067.000000 Penalty: 5286.117188
	Iteration 144Q: 3 clusters Score -7805067 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 36764 members 
Entering Unmasked Estep 
Score: -7805060.000000 Penalty: 5286.117188
	Iteration 145Q: 3 clusters Score -7805060 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -7805072.500000 Penalty: 5286.117188
	Iteration 146Q: 3 clusters Score -7805072 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -7805075.000000 Penalty: 5286.117188
	Iteration 147Q: 3 clusters Score -7805075 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -7805091.500000 Penalty: 5286.117188
	Iteration 148Q: 3 clusters Score -7805092 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -7805108.500000 Penalty: 5286.117188
	Iteration 149Q: 3 clusters Score -7805108 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -7805105.000000 Penalty: 5286.117188
	Iteration 150Q: 3 clusters Score -7805105 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 37387 members 
Entering Unmasked Estep 
Score: -7805112.000000 Penalty: 5286.117188
	Iteration 151Q: 3 clusters Score -7805112 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 37472 members 
Entering Unmasked Estep 
Score: -7805128.000000 Penalty: 5286.117188
	Iteration 152Q: 3 clusters Score -7805128 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -7805118.000000 Penalty: 5286.117188
	Iteration 153Q: 3 clusters Score -7805118 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -7805134.000000 Penalty: 5286.117188
	Iteration 154Q: 3 clusters Score -7805134 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -7805147.500000 Penalty: 5286.117188
	Iteration 155Q: 3 clusters Score -7805148 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 37722 members 
Entering Unmasked Estep 
Score: -7805160.000000 Penalty: 5286.117188
	Iteration 156Q: 3 clusters Score -7805160 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -7805155.000000 Penalty: 5286.117188
	Iteration 157Q: 3 clusters Score -7805155 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -7805149.000000 Penalty: 5286.117188
	Iteration 158Q: 3 clusters Score -7805149 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -7805157.500000 Penalty: 5286.117188
	Iteration 159Q: 3 clusters Score -7805158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -7805162.500000 Penalty: 5286.117188
	Iteration 160F: 3 clusters Score -7805162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -7805172.500000 Penalty: 5286.117188
	Iteration 161Q: 3 clusters Score -7805172 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 37882 members 
Entering Unmasked Estep 
Score: -7805176.000000 Penalty: 5286.117188
	Iteration 162Q: 3 clusters Score -7805176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 37907 members 
Entering Unmasked Estep 
Score: -7805176.500000 Penalty: 5286.117188
	Iteration 163Q: 3 clusters Score -7805176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -7805172.000000 Penalty: 5286.117188
	Iteration 164Q: 3 clusters Score -7805172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 37942 members 
Entering Unmasked Estep 
Score: -7805173.500000 Penalty: 5286.117188
	Iteration 165Q: 3 clusters Score -7805174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 37963 members 
Entering Unmasked Estep 
Score: -7805165.500000 Penalty: 5286.117188
	Iteration 166Q: 3 clusters Score -7805166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 37985 members 
Entering Unmasked Estep 
Score: -7805170.500000 Penalty: 5286.117188
	Iteration 167Q: 3 clusters Score -7805170 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 38005 members 
Entering Unmasked Estep 
Score: -7805174.000000 Penalty: 5286.117188
	Iteration 168Q: 3 clusters Score -7805174 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -7805170.000000 Penalty: 5286.117188
	Iteration 169Q: 3 clusters Score -7805170 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 38049 members 
Entering Unmasked Estep 
Score: -7805164.000000 Penalty: 5286.117188
	Iteration 170Q: 3 clusters Score -7805164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 38072 members 
Entering Unmasked Estep 
Score: -7805167.000000 Penalty: 5286.117188
	Iteration 171Q: 3 clusters Score -7805167 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 38102 members 
Entering Unmasked Estep 
Score: -7805173.000000 Penalty: 5286.117188
	Iteration 172Q: 3 clusters Score -7805173 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 38127 members 
Entering Unmasked Estep 
Score: -7805180.000000 Penalty: 5286.117188
	Iteration 173Q: 3 clusters Score -7805180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 38141 members 
Entering Unmasked Estep 
Score: -7805171.000000 Penalty: 5286.117188
	Iteration 174Q: 3 clusters Score -7805171 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -7805172.000000 Penalty: 5286.117188
	Iteration 175Q: 3 clusters Score -7805172 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -7805171.500000 Penalty: 5286.117188
	Iteration 176Q: 3 clusters Score -7805172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -7805161.000000 Penalty: 5286.117188
	Iteration 177Q: 3 clusters Score -7805161 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -7805171.500000 Penalty: 5286.117188
	Iteration 178Q: 3 clusters Score -7805172 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -7805174.000000 Penalty: 5286.117188
	Iteration 179Q: 3 clusters Score -7805174 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 38225 members 
Entering Unmasked Estep 
Score: -7805174.500000 Penalty: 5286.117188
	Iteration 180F: 3 clusters Score -7805174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -7805170.000000 Penalty: 5286.117188
	Iteration 181Q: 3 clusters Score -7805170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 38245 members 
Entering Unmasked Estep 
Score: -7805175.000000 Penalty: 5286.117188
	Iteration 182Q: 3 clusters Score -7805175 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 38248 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -7805170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -7805178.000000 Penalty: 5286.117188
	Iteration 184Q: 3 clusters Score -7805178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -7805187.500000 Penalty: 5286.117188
	Iteration 185Q: 3 clusters Score -7805188 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 38259 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -7805174 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 38265 members 
Entering Unmasked Estep 
Score: -7805174.500000 Penalty: 5286.117188
	Iteration 187Q: 3 clusters Score -7805174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -7805182.000000 Penalty: 5286.117188
	Iteration 188Q: 3 clusters Score -7805182 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -7805184.000000 Penalty: 5286.117188
	Iteration 189Q: 3 clusters Score -7805184 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 38282 members 
Entering Unmasked Estep 
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	Iteration 190Q: 3 clusters Score -7805178 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -7805179.500000 Penalty: 5286.117188
	Iteration 191Q: 3 clusters Score -7805180 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 38289 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -7805180 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4219 members 
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Entering Unmasked Estep 
Score: -7805185.500000 Penalty: 5286.117188
	Iteration 193Q: 3 clusters Score -7805186 nChanged 2
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Mstep: Class 1 contains 4217 members 
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Entering Unmasked Estep 
Score: -7805183.500000 Penalty: 5286.117188
	Iteration 194Q: 3 clusters Score -7805184 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 38296 members 
Entering Unmasked Estep 
Score: -7805179.000000 Penalty: 5286.117188
	Iteration 195Q: 3 clusters Score -7805179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 38301 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -7805179 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -7805174.000000 Penalty: 5286.117188
	Iteration 197Q: 3 clusters Score -7805174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -7805169.500000 Penalty: 5286.117188
	Iteration 198Q: 3 clusters Score -7805170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 38322 members 
Entering Unmasked Estep 
Score: -7805168.000000 Penalty: 5286.117188
	Iteration 199Q: 3 clusters Score -7805168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -7805174.500000 Penalty: 5286.117188
	Iteration 200F: 3 clusters Score -7805174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -7805184.500000 Penalty: 5286.117188
	Iteration 201Q: 3 clusters Score -7805184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 38346 members 
Entering Unmasked Estep 
Score: -7805181.500000 Penalty: 5286.117188
	Iteration 202Q: 3 clusters Score -7805182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -7805185.000000 Penalty: 5286.117188
	Iteration 203Q: 3 clusters Score -7805185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -7805184.000000 Penalty: 5286.117188
	Iteration 204Q: 3 clusters Score -7805184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -7805188.500000 Penalty: 5286.117188
	Iteration 205Q: 3 clusters Score -7805188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 38354 members 
Entering Unmasked Estep 
Score: -7805188.500000 Penalty: 5286.117188
	Iteration 206Q: 3 clusters Score -7805188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 38354 members 
Entering Unmasked Estep 
Score: -7805188.500000 Penalty: 5286.117188
	Iteration 207F: 3 clusters Score -7805188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47113 members 
Entering Unmasked Estep 
Score: -8538901.000000 Penalty: 2668.555420
	Iteration 0F: 2 clusters Score -8538901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -8507818.000000 Penalty: 5337.110840
	Iteration 0F: 3 clusters Score -8507818 nChanged 21694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -8519902.000000 Penalty: 5337.110840
	Iteration 1F: 3 clusters Score -8519902 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -8520528.000000 Penalty: 5337.110840
	Iteration 2Q: 3 clusters Score -8520528 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -8521125.000000 Penalty: 5337.110840
	Iteration 3Q: 3 clusters Score -8521125 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -8521768.000000 Penalty: 5337.110840
	Iteration 4Q: 3 clusters Score -8521768 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -8522631.000000 Penalty: 5337.110840
	Iteration 5Q: 3 clusters Score -8522631 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -8523746.000000 Penalty: 5337.110840
	Iteration 6Q: 3 clusters Score -8523746 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -8525244.000000 Penalty: 5337.110840
	Iteration 7Q: 3 clusters Score -8525244 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -8527023.000000 Penalty: 5337.110840
	Iteration 8F: 3 clusters Score -8527023 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -8528680.000000 Penalty: 5337.110840
	Iteration 9F: 3 clusters Score -8528680 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -8530272.000000 Penalty: 5337.110840
	Iteration 10F: 3 clusters Score -8530272 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -8531472.000000 Penalty: 5337.110840
	Iteration 11Q: 3 clusters Score -8531472 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -8532135.000000 Penalty: 5337.110840
	Iteration 12Q: 3 clusters Score -8532135 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 14441 members 
Entering Unmasked Estep 
Score: -8532565.000000 Penalty: 5337.110840
	Iteration 13Q: 3 clusters Score -8532565 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 13890 members 
Entering Unmasked Estep 
Score: -8532795.000000 Penalty: 5337.110840
	Iteration 14Q: 3 clusters Score -8532795 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -8533012.000000 Penalty: 5337.110840
	Iteration 15Q: 3 clusters Score -8533012 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34307 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -8533174.000000 Penalty: 5337.110840
	Iteration 16Q: 3 clusters Score -8533174 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34870 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -8533356.000000 Penalty: 5337.110840
	Iteration 17Q: 3 clusters Score -8533356 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -8533547.000000 Penalty: 5337.110840
	Iteration 18Q: 3 clusters Score -8533547 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -8533740.000000 Penalty: 5337.110840
	Iteration 19Q: 3 clusters Score -8533740 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -8533941.000000 Penalty: 5337.110840
	Iteration 20F: 3 clusters Score -8533941 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37336 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -8534164.000000 Penalty: 5337.110840
	Iteration 21Q: 3 clusters Score -8534164 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38037 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -8534399.000000 Penalty: 5337.110840
	Iteration 22Q: 3 clusters Score -8534399 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -8534707.000000 Penalty: 5337.110840
	Iteration 23Q: 3 clusters Score -8534707 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -8534970.000000 Penalty: 5337.110840
	Iteration 24Q: 3 clusters Score -8534970 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -8535139.000000 Penalty: 5337.110840
	Iteration 25Q: 3 clusters Score -8535139 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40711 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -8535329.000000 Penalty: 5337.110840
	Iteration 26Q: 3 clusters Score -8535329 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41284 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -8535532.000000 Penalty: 5337.110840
	Iteration 27Q: 3 clusters Score -8535532 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -8535701.000000 Penalty: 5337.110840
	Iteration 28Q: 3 clusters Score -8535701 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42180 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -8535847.000000 Penalty: 5337.110840
	Iteration 29Q: 3 clusters Score -8535847 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -8535969.000000 Penalty: 5337.110840
	Iteration 30Q: 3 clusters Score -8535969 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -8536093.000000 Penalty: 5337.110840
	Iteration 31Q: 3 clusters Score -8536093 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -8536195.000000 Penalty: 5337.110840
	Iteration 32Q: 3 clusters Score -8536195 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -8536264.000000 Penalty: 5337.110840
	Iteration 33Q: 3 clusters Score -8536264 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -8536366.000000 Penalty: 5337.110840
	Iteration 34Q: 3 clusters Score -8536366 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -8536400.000000 Penalty: 5337.110840
	Iteration 35Q: 3 clusters Score -8536400 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44033 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -8536465.000000 Penalty: 5337.110840
	Iteration 36Q: 3 clusters Score -8536465 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44162 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -8536512.000000 Penalty: 5337.110840
	Iteration 37Q: 3 clusters Score -8536512 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -8536539.000000 Penalty: 5337.110840
	Iteration 38Q: 3 clusters Score -8536539 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -8536561.000000 Penalty: 5337.110840
	Iteration 39Q: 3 clusters Score -8536561 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44500 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -8536575.000000 Penalty: 5337.110840
	Iteration 40F: 3 clusters Score -8536575 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -8536602.000000 Penalty: 5337.110840
	Iteration 41Q: 3 clusters Score -8536602 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -8536630.000000 Penalty: 5337.110840
	Iteration 42Q: 3 clusters Score -8536630 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44759 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -8536658.000000 Penalty: 5337.110840
	Iteration 43Q: 3 clusters Score -8536658 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -8536658.000000 Penalty: 5337.110840
	Iteration 44Q: 3 clusters Score -8536658 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44878 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -8536669.000000 Penalty: 5337.110840
	Iteration 45Q: 3 clusters Score -8536669 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44942 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -8536688.000000 Penalty: 5337.110840
	Iteration 46Q: 3 clusters Score -8536688 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -8536701.000000 Penalty: 5337.110840
	Iteration 47Q: 3 clusters Score -8536701 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -8536717.000000 Penalty: 5337.110840
	Iteration 48Q: 3 clusters Score -8536717 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -8536710.000000 Penalty: 5337.110840
	Iteration 49Q: 3 clusters Score -8536710 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -8536722.000000 Penalty: 5337.110840
	Iteration 50Q: 3 clusters Score -8536722 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45113 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -8536730.000000 Penalty: 5337.110840
	Iteration 51Q: 3 clusters Score -8536730 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45139 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -8536727.000000 Penalty: 5337.110840
	Iteration 52Q: 3 clusters Score -8536727 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -8536732.000000 Penalty: 5337.110840
	Iteration 53Q: 3 clusters Score -8536732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45200 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -8536734.000000 Penalty: 5337.110840
	Iteration 54Q: 3 clusters Score -8536734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45224 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -8536744.000000 Penalty: 5337.110840
	Iteration 55Q: 3 clusters Score -8536744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -8536756.000000 Penalty: 5337.110840
	Iteration 56Q: 3 clusters Score -8536756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45271 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -8536752.000000 Penalty: 5337.110840
	Iteration 57Q: 3 clusters Score -8536752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -8536765.000000 Penalty: 5337.110840
	Iteration 58Q: 3 clusters Score -8536765 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -8536758.000000 Penalty: 5337.110840
	Iteration 59Q: 3 clusters Score -8536758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45321 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -8536770.000000 Penalty: 5337.110840
	Iteration 60F: 3 clusters Score -8536770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45331 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -8536767.000000 Penalty: 5337.110840
	Iteration 61Q: 3 clusters Score -8536767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45345 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -8536765.000000 Penalty: 5337.110840
	Iteration 62Q: 3 clusters Score -8536765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45358 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -8536773.000000 Penalty: 5337.110840
	Iteration 63Q: 3 clusters Score -8536773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -8536772.000000 Penalty: 5337.110840
	Iteration 64Q: 3 clusters Score -8536772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -8536772.000000 Penalty: 5337.110840
	Iteration 65Q: 3 clusters Score -8536772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45392 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -8536775.000000 Penalty: 5337.110840
	Iteration 66Q: 3 clusters Score -8536775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -8536790.000000 Penalty: 5337.110840
	Iteration 67Q: 3 clusters Score -8536790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45411 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -8536796.000000 Penalty: 5337.110840
	Iteration 68Q: 3 clusters Score -8536796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45429 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -8536805.000000 Penalty: 5337.110840
	Iteration 69Q: 3 clusters Score -8536805 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -8536797.000000 Penalty: 5337.110840
	Iteration 70Q: 3 clusters Score -8536797 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -8536810.000000 Penalty: 5337.110840
	Iteration 71Q: 3 clusters Score -8536810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -8536819.000000 Penalty: 5337.110840
	Iteration 72Q: 3 clusters Score -8536819 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45507 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -8536826.000000 Penalty: 5337.110840
	Iteration 73Q: 3 clusters Score -8536826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45522 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -8536831.000000 Penalty: 5337.110840
	Iteration 74Q: 3 clusters Score -8536831 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45540 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -8536837.000000 Penalty: 5337.110840
	Iteration 75Q: 3 clusters Score -8536837 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45559 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -8536841.000000 Penalty: 5337.110840
	Iteration 76Q: 3 clusters Score -8536841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45573 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -8536858.000000 Penalty: 5337.110840
	Iteration 77Q: 3 clusters Score -8536858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45583 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -8536853.000000 Penalty: 5337.110840
	Iteration 78Q: 3 clusters Score -8536853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -8536860.000000 Penalty: 5337.110840
	Iteration 79Q: 3 clusters Score -8536860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45601 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -8536859.000000 Penalty: 5337.110840
	Iteration 80F: 3 clusters Score -8536859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45609 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -8536861.000000 Penalty: 5337.110840
	Iteration 81Q: 3 clusters Score -8536861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -8536850.000000 Penalty: 5337.110840
	Iteration 82Q: 3 clusters Score -8536850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45617 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -8536854.000000 Penalty: 5337.110840
	Iteration 83Q: 3 clusters Score -8536854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45620 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -8536848.000000 Penalty: 5337.110840
	Iteration 84Q: 3 clusters Score -8536848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45621 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -8536858.000000 Penalty: 5337.110840
	Iteration 85Q: 3 clusters Score -8536858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -8536857.000000 Penalty: 5337.110840
	Iteration 86Q: 3 clusters Score -8536857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45623 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -8536857.000000 Penalty: 5337.110840
	Iteration 87F: 3 clusters Score -8536857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Entering Unmasked Estep 
Score: -232979.390625 Penalty: 1780.468384
	Iteration 0F: 2 clusters Score -232979.4 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 643 members 
Entering Unmasked Estep 
Score: -230792.328125 Penalty: 3560.936768
	Iteration 0F: 3 clusters Score -230792.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -231146.890625 Penalty: 3560.936768
	Iteration 1F: 3 clusters Score -231146.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -231230.593750 Penalty: 3560.936768
	Iteration 2F: 3 clusters Score -231230.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -231284.890625 Penalty: 3560.936768
	Iteration 3Q: 3 clusters Score -231284.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -231317.875000 Penalty: 3560.936768
	Iteration 4Q: 3 clusters Score -231317.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -231342.640625 Penalty: 3560.936768
	Iteration 5Q: 3 clusters Score -231342.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -231354.609375 Penalty: 3560.936768
	Iteration 6Q: 3 clusters Score -231354.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -231364.390625 Penalty: 3560.936768
	Iteration 7Q: 3 clusters Score -231364.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -231379.093750 Penalty: 3560.936768
	Iteration 8Q: 3 clusters Score -231379.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -231395.750000 Penalty: 3560.936768
	Iteration 9Q: 3 clusters Score -231395.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -231397.968750 Penalty: 3560.936768
	Iteration 10Q: 3 clusters Score -231398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -231398.296875 Penalty: 3560.936768
	Iteration 11Q: 3 clusters Score -231398.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -231399.140625 Penalty: 3560.936768
	Iteration 12Q: 3 clusters Score -231399.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -231399.984375 Penalty: 3560.936768
	Iteration 13Q: 3 clusters Score -231400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -231401.078125 Penalty: 3560.936768
	Iteration 14Q: 3 clusters Score -231401.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -231402.187500 Penalty: 3560.936768
	Iteration 15Q: 3 clusters Score -231402.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -231403.578125 Penalty: 3560.936768
	Iteration 16Q: 3 clusters Score -231403.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -231403.578125 Penalty: 3560.936768
	Iteration 17F: 3 clusters Score -231403.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Entering Unmasked Estep 
Score: -7395908.500000 Penalty: 2630.279541
	Iteration 0F: 2 clusters Score -7395908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -7368730.500000 Penalty: 5260.559082
	Iteration 0F: 3 clusters Score -7368730 nChanged 18646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -7379082.500000 Penalty: 5260.559082
	Iteration 1F: 3 clusters Score -7379082 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -7379672.000000 Penalty: 5260.559082
	Iteration 2Q: 3 clusters Score -7379672 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -7380256.500000 Penalty: 5260.559082
	Iteration 3Q: 3 clusters Score -7380256 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -7380919.500000 Penalty: 5260.559082
	Iteration 4Q: 3 clusters Score -7380920 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -7381762.000000 Penalty: 5260.559082
	Iteration 5Q: 3 clusters Score -7381762 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -7382796.500000 Penalty: 5260.559082
	Iteration 6Q: 3 clusters Score -7382796 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -7384012.500000 Penalty: 5260.559082
	Iteration 7Q: 3 clusters Score -7384012 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -7385458.500000 Penalty: 5260.559082
	Iteration 8F: 3 clusters Score -7385458 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 30417 members 
Entering Unmasked Estep 
Score: -7386873.500000 Penalty: 5260.559082
	Iteration 9F: 3 clusters Score -7386874 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -7388272.500000 Penalty: 5260.559082
	Iteration 10Q: 3 clusters Score -7388272 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -7389474.000000 Penalty: 5260.559082
	Iteration 11Q: 3 clusters Score -7389474 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -7390340.500000 Penalty: 5260.559082
	Iteration 12Q: 3 clusters Score -7390340 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -7391018.500000 Penalty: 5260.559082
	Iteration 13Q: 3 clusters Score -7391018 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -7391565.000000 Penalty: 5260.559082
	Iteration 14Q: 3 clusters Score -7391565 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -7392072.000000 Penalty: 5260.559082
	Iteration 15Q: 3 clusters Score -7392072 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
Score: -7392446.500000 Penalty: 5260.559082
	Iteration 16Q: 3 clusters Score -7392446 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 38401 members 
Entering Unmasked Estep 
Score: -7392741.500000 Penalty: 5260.559082
	Iteration 17Q: 3 clusters Score -7392742 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -7392964.000000 Penalty: 5260.559082
	Iteration 18Q: 3 clusters Score -7392964 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -7393141.500000 Penalty: 5260.559082
	Iteration 19Q: 3 clusters Score -7393142 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 39308 members 
Entering Unmasked Estep 
Score: -7393268.000000 Penalty: 5260.559082
	Iteration 20F: 3 clusters Score -7393268 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
Score: -7393337.000000 Penalty: 5260.559082
	Iteration 21Q: 3 clusters Score -7393337 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 39579 members 
Entering Unmasked Estep 
Score: -7393397.000000 Penalty: 5260.559082
	Iteration 22Q: 3 clusters Score -7393397 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 39664 members 
Entering Unmasked Estep 
Score: -7393465.000000 Penalty: 5260.559082
	Iteration 23Q: 3 clusters Score -7393465 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -7393487.500000 Penalty: 5260.559082
	Iteration 24Q: 3 clusters Score -7393488 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -7393513.000000 Penalty: 5260.559082
	Iteration 25Q: 3 clusters Score -7393513 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 39804 members 
Entering Unmasked Estep 
Score: -7393529.000000 Penalty: 5260.559082
	Iteration 26Q: 3 clusters Score -7393529 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 39827 members 
Entering Unmasked Estep 
Score: -7393549.500000 Penalty: 5260.559082
	Iteration 27Q: 3 clusters Score -7393550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -7393550.500000 Penalty: 5260.559082
	Iteration 28Q: 3 clusters Score -7393550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -7393570.000000 Penalty: 5260.559082
	Iteration 29Q: 3 clusters Score -7393570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -7393573.500000 Penalty: 5260.559082
	Iteration 30Q: 3 clusters Score -7393574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -7393587.500000 Penalty: 5260.559082
	Iteration 31Q: 3 clusters Score -7393588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -7393592.000000 Penalty: 5260.559082
	Iteration 32Q: 3 clusters Score -7393592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -7393585.500000 Penalty: 5260.559082
	Iteration 33Q: 3 clusters Score -7393586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -7393598.500000 Penalty: 5260.559082
	Iteration 34Q: 3 clusters Score -7393598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -7393610.000000 Penalty: 5260.559082
	Iteration 35Q: 3 clusters Score -7393610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -7393610.500000 Penalty: 5260.559082
	Iteration 36Q: 3 clusters Score -7393610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -7393621.000000 Penalty: 5260.559082
	Iteration 37Q: 3 clusters Score -7393621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -7393627.000000 Penalty: 5260.559082
	Iteration 38Q: 3 clusters Score -7393627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -7393625.000000 Penalty: 5260.559082
	Iteration 39Q: 3 clusters Score -7393625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
Score: -7393627.500000 Penalty: 5260.559082
	Iteration 40F: 3 clusters Score -7393628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 39938 members 
Entering Unmasked Estep 
Score: -7393631.000000 Penalty: 5260.559082
	Iteration 41Q: 3 clusters Score -7393631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -7393634.000000 Penalty: 5260.559082
	Iteration 42Q: 3 clusters Score -7393634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -7393634.000000 Penalty: 5260.559082
	Iteration 43F: 3 clusters Score -7393634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -40382.617188 Penalty: 1492.006958
	Iteration 0F: 2 clusters Score -40382.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -39022.132812 Penalty: 2984.013916
	Iteration 0F: 3 clusters Score -39022.13 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -39272.820312 Penalty: 2984.013916
	Iteration 1F: 3 clusters Score -39272.82 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -39396.925781 Penalty: 2984.013916
	Iteration 2F: 3 clusters Score -39396.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -39470.554688 Penalty: 2984.013916
	Iteration 3Q: 3 clusters Score -39470.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -39538.640625 Penalty: 2984.013916
	Iteration 4Q: 3 clusters Score -39538.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -39560.417969 Penalty: 2984.013916
	Iteration 5Q: 3 clusters Score -39560.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -39587.421875 Penalty: 2984.013916
	Iteration 6Q: 3 clusters Score -39587.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -39612.128906 Penalty: 2984.013916
	Iteration 7Q: 3 clusters Score -39612.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39632.320312 Penalty: 2984.013916
	Iteration 8Q: 3 clusters Score -39632.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -39641.230469 Penalty: 2984.013916
	Iteration 9Q: 3 clusters Score -39641.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39646.156250 Penalty: 2984.013916
	Iteration 10Q: 3 clusters Score -39646.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -39646.156250 Penalty: 2984.013916
	Iteration 11F: 3 clusters Score -39646.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Entering Unmasked Estep 
Score: -218082.000000 Penalty: 1770.045044
	Iteration 0F: 2 clusters Score -218082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -215984.328125 Penalty: 3540.090088
	Iteration 0F: 3 clusters Score -215984.3 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -216378.312500 Penalty: 3540.090088
	Iteration 1F: 3 clusters Score -216378.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -216583.843750 Penalty: 3540.090088
	Iteration 2F: 3 clusters Score -216583.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -216785.390625 Penalty: 3540.090088
	Iteration 3F: 3 clusters Score -216785.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -217025.359375 Penalty: 3540.090088
	Iteration 4F: 3 clusters Score -217025.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -217171.500000 Penalty: 3540.090088
	Iteration 5F: 3 clusters Score -217171.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -217254.875000 Penalty: 3540.090088
	Iteration 6Q: 3 clusters Score -217254.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -217312.031250 Penalty: 3540.090088
	Iteration 7Q: 3 clusters Score -217312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -217352.750000 Penalty: 3540.090088
	Iteration 8Q: 3 clusters Score -217352.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -217396.484375 Penalty: 3540.090088
	Iteration 9Q: 3 clusters Score -217396.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -217428.640625 Penalty: 3540.090088
	Iteration 10Q: 3 clusters Score -217428.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -217448.078125 Penalty: 3540.090088
	Iteration 11Q: 3 clusters Score -217448.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -217467.171875 Penalty: 3540.090088
	Iteration 12Q: 3 clusters Score -217467.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -217485.500000 Penalty: 3540.090088
	Iteration 13Q: 3 clusters Score -217485.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -217504.750000 Penalty: 3540.090088
	Iteration 14Q: 3 clusters Score -217504.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -217531.546875 Penalty: 3540.090088
	Iteration 15Q: 3 clusters Score -217531.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -217552.406250 Penalty: 3540.090088
	Iteration 16Q: 3 clusters Score -217552.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -217583.750000 Penalty: 3540.090088
	Iteration 17Q: 3 clusters Score -217583.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -217605.828125 Penalty: 3540.090088
	Iteration 18Q: 3 clusters Score -217605.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -217618.468750 Penalty: 3540.090088
	Iteration 19Q: 3 clusters Score -217618.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -217623.593750 Penalty: 3540.090088
	Iteration 20F: 3 clusters Score -217623.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -217625.703125 Penalty: 3540.090088
	Iteration 21Q: 3 clusters Score -217625.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -217626.234375 Penalty: 3540.090088
	Iteration 22Q: 3 clusters Score -217626.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -217626.234375 Penalty: 3540.090088
	Iteration 23F: 3 clusters Score -217626.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (44397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44397 members 
Entering Unmasked Estep 
Score: -8087046.000000 Penalty: 2653.829834
	Iteration 0F: 2 clusters Score -8087046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -8057400.500000 Penalty: 5307.659668
	Iteration 0F: 3 clusters Score -8057400 nChanged 20468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -8069036.000000 Penalty: 5307.659668
	Iteration 1F: 3 clusters Score -8069036 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 26896 members 
Entering Unmasked Estep 
Score: -8070016.500000 Penalty: 5307.659668
	Iteration 2F: 3 clusters Score -8070016 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 29225 members 
Entering Unmasked Estep 
Score: -8071545.500000 Penalty: 5307.659668
	Iteration 3F: 3 clusters Score -8071546 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -8074074.000000 Penalty: 5307.659668
	Iteration 4F: 3 clusters Score -8074074 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -8077387.000000 Penalty: 5307.659668
	Iteration 5F: 3 clusters Score -8077387 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 39268 members 
Entering Unmasked Estep 
Score: -8080822.500000 Penalty: 5307.659668
	Iteration 6F: 3 clusters Score -8080822 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -8083043.500000 Penalty: 5307.659668
	Iteration 7F: 3 clusters Score -8083044 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 42739 members 
Entering Unmasked Estep 
Score: -8084151.500000 Penalty: 5307.659668
	Iteration 8Q: 3 clusters Score -8084152 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -8084623.000000 Penalty: 5307.659668
	Iteration 9Q: 3 clusters Score -8084623 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 43459 members 
Entering Unmasked Estep 
Score: -8084822.500000 Penalty: 5307.659668
	Iteration 10Q: 3 clusters Score -8084822 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 43548 members 
Entering Unmasked Estep 
Score: -8084963.500000 Penalty: 5307.659668
	Iteration 11Q: 3 clusters Score -8084964 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -8085060.500000 Penalty: 5307.659668
	Iteration 12Q: 3 clusters Score -8085060 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 43629 members 
Entering Unmasked Estep 
Score: -8085133.000000 Penalty: 5307.659668
	Iteration 13Q: 3 clusters Score -8085133 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 43648 members 
Entering Unmasked Estep 
Score: -8085145.000000 Penalty: 5307.659668
	Iteration 14Q: 3 clusters Score -8085145 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -8085152.500000 Penalty: 5307.659668
	Iteration 15Q: 3 clusters Score -8085152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 43675 members 
Entering Unmasked Estep 
Score: -8085161.500000 Penalty: 5307.659668
	Iteration 16Q: 3 clusters Score -8085162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -8085163.500000 Penalty: 5307.659668
	Iteration 17Q: 3 clusters Score -8085164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -8085166.000000 Penalty: 5307.659668
	Iteration 18Q: 3 clusters Score -8085166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 43698 members 
Entering Unmasked Estep 
Score: -8085180.000000 Penalty: 5307.659668
	Iteration 19Q: 3 clusters Score -8085180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 43700 members 
Entering Unmasked Estep 
Score: -8085177.500000 Penalty: 5307.659668
	Iteration 20F: 3 clusters Score -8085178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 43701 members 
Entering Unmasked Estep 
Score: -8085179.000000 Penalty: 5307.659668
	Iteration 21Q: 3 clusters Score -8085179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 43701 members 
Entering Unmasked Estep 
Score: -8085179.000000 Penalty: 5307.659668
	Iteration 22F: 3 clusters Score -8085179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Entering Unmasked Estep 
Score: -173736.296875 Penalty: 1737.885010
	Iteration 0F: 2 clusters Score -173736.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -171769.125000 Penalty: 3475.770020
	Iteration 0F: 3 clusters Score -171769.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -172199.046875 Penalty: 3475.770020
	Iteration 1F: 3 clusters Score -172199 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -172332.375000 Penalty: 3475.770020
	Iteration 2F: 3 clusters Score -172332.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -172408.203125 Penalty: 3475.770020
	Iteration 3Q: 3 clusters Score -172408.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -172479.765625 Penalty: 3475.770020
	Iteration 4Q: 3 clusters Score -172479.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -172536.265625 Penalty: 3475.770020
	Iteration 5Q: 3 clusters Score -172536.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -172584.812500 Penalty: 3475.770020
	Iteration 6Q: 3 clusters Score -172584.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -172613.390625 Penalty: 3475.770020
	Iteration 7Q: 3 clusters Score -172613.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -172658.171875 Penalty: 3475.770020
	Iteration 8Q: 3 clusters Score -172658.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -172684.468750 Penalty: 3475.770020
	Iteration 9Q: 3 clusters Score -172684.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -172693.359375 Penalty: 3475.770020
	Iteration 10Q: 3 clusters Score -172693.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -172699.734375 Penalty: 3475.770020
	Iteration 11Q: 3 clusters Score -172699.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -172705.296875 Penalty: 3475.770020
	Iteration 12Q: 3 clusters Score -172705.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -172707.875000 Penalty: 3475.770020
	Iteration 13Q: 3 clusters Score -172707.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -172711.640625 Penalty: 3475.770020
	Iteration 14Q: 3 clusters Score -172711.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -172712.671875 Penalty: 3475.770020
	Iteration 15Q: 3 clusters Score -172712.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -172714.468750 Penalty: 3475.770020
	Iteration 16Q: 3 clusters Score -172714.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -172714.875000 Penalty: 3475.770020
	Iteration 17Q: 3 clusters Score -172714.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -172717.687500 Penalty: 3475.770020
	Iteration 18Q: 3 clusters Score -172717.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -172718.671875 Penalty: 3475.770020
	Iteration 19Q: 3 clusters Score -172718.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -172718.671875 Penalty: 3475.770020
	Iteration 20F: 3 clusters Score -172718.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47531 members 
Entering Unmasked Estep 
Score: -8779415.000000 Penalty: 2670.746094
	Iteration 0F: 2 clusters Score -8779415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -8750159.000000 Penalty: 5341.492188
	Iteration 0F: 3 clusters Score -8750159 nChanged 21861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -8762367.000000 Penalty: 5341.492188
	Iteration 1F: 3 clusters Score -8762367 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -8762857.000000 Penalty: 5341.492188
	Iteration 2Q: 3 clusters Score -8762857 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -8763293.000000 Penalty: 5341.492188
	Iteration 3Q: 3 clusters Score -8763293 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -8763804.000000 Penalty: 5341.492188
	Iteration 4Q: 3 clusters Score -8763804 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -8764585.000000 Penalty: 5341.492188
	Iteration 5Q: 3 clusters Score -8764585 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -8765794.000000 Penalty: 5341.492188
	Iteration 6Q: 3 clusters Score -8765794 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -8767574.000000 Penalty: 5341.492188
	Iteration 7F: 3 clusters Score -8767574 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -8770061.000000 Penalty: 5341.492188
	Iteration 8F: 3 clusters Score -8770061 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 40372 members 
Entering Unmasked Estep 
Score: -8772886.000000 Penalty: 5341.492188
	Iteration 9F: 3 clusters Score -8772886 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -8775271.000000 Penalty: 5341.492188
	Iteration 10F: 3 clusters Score -8775271 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 45401 members 
Entering Unmasked Estep 
Score: -8776184.000000 Penalty: 5341.492188
	Iteration 11Q: 3 clusters Score -8776184 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 46319 members 
Entering Unmasked Estep 
Score: -8776569.000000 Penalty: 5341.492188
	Iteration 12Q: 3 clusters Score -8776569 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -8776790.000000 Penalty: 5341.492188
	Iteration 13Q: 3 clusters Score -8776790 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 46902 members 
Entering Unmasked Estep 
Score: -8776893.000000 Penalty: 5341.492188
	Iteration 14Q: 3 clusters Score -8776893 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 47000 members 
Entering Unmasked Estep 
Score: -8776998.000000 Penalty: 5341.492188
	Iteration 15Q: 3 clusters Score -8776998 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 47054 members 
Entering Unmasked Estep 
Score: -8777047.000000 Penalty: 5341.492188
	Iteration 16Q: 3 clusters Score -8777047 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 47087 members 
Entering Unmasked Estep 
Score: -8777081.000000 Penalty: 5341.492188
	Iteration 17Q: 3 clusters Score -8777081 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 47109 members 
Entering Unmasked Estep 
Score: -8777098.000000 Penalty: 5341.492188
	Iteration 18Q: 3 clusters Score -8777098 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 47123 members 
Entering Unmasked Estep 
Score: -8777113.000000 Penalty: 5341.492188
	Iteration 19Q: 3 clusters Score -8777113 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 47131 members 
Entering Unmasked Estep 
Score: -8777122.000000 Penalty: 5341.492188
	Iteration 20F: 3 clusters Score -8777122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
Score: -8777124.000000 Penalty: 5341.492188
	Iteration 21Q: 3 clusters Score -8777124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 47136 members 
Entering Unmasked Estep 
Score: -8777128.000000 Penalty: 5341.492188
	Iteration 22Q: 3 clusters Score -8777128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 47139 members 
Entering Unmasked Estep 
Score: -8777131.000000 Penalty: 5341.492188
	Iteration 23Q: 3 clusters Score -8777131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 47143 members 
Entering Unmasked Estep 
Score: -8777137.000000 Penalty: 5341.492188
	Iteration 24Q: 3 clusters Score -8777137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 47144 members 
Entering Unmasked Estep 
Score: -8777137.000000 Penalty: 5341.492188
	Iteration 25Q: 3 clusters Score -8777137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 47141 members 
Entering Unmasked Estep 
Score: -8777143.000000 Penalty: 5341.492188
	Iteration 26Q: 3 clusters Score -8777143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 47142 members 
Entering Unmasked Estep 
Score: -8777148.000000 Penalty: 5341.492188
	Iteration 27Q: 3 clusters Score -8777148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 47144 members 
Entering Unmasked Estep 
Score: -8777149.000000 Penalty: 5341.492188
	Iteration 28Q: 3 clusters Score -8777149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 47145 members 
Entering Unmasked Estep 
Score: -8777147.000000 Penalty: 5341.492188
	Iteration 29Q: 3 clusters Score -8777147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 47145 members 
Entering Unmasked Estep 
Score: -8777152.000000 Penalty: 5341.492188
	Iteration 30Q: 3 clusters Score -8777152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 47145 members 
Entering Unmasked Estep 
Score: -8777157.000000 Penalty: 5341.492188
	Iteration 31Q: 3 clusters Score -8777157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 47146 members 
Entering Unmasked Estep 
Score: -8777158.000000 Penalty: 5341.492188
	Iteration 32Q: 3 clusters Score -8777158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 47145 members 
Entering Unmasked Estep 
Score: -8777162.000000 Penalty: 5341.492188
	Iteration 33Q: 3 clusters Score -8777162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 47146 members 
Entering Unmasked Estep 
Score: -8777163.000000 Penalty: 5341.492188
	Iteration 34Q: 3 clusters Score -8777163 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 47146 members 
Entering Unmasked Estep 
Score: -8777163.000000 Penalty: 5341.492188
	Iteration 35F: 3 clusters Score -8777163 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -15706.192383 Penalty: 1338.744385
	Iteration 0F: 2 clusters Score -15706.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14659.290039 Penalty: 2677.488770
	Iteration 0F: 3 clusters Score -14659.29 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -14808.637695 Penalty: 2677.488770
	Iteration 1F: 3 clusters Score -14808.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14858.445312 Penalty: 2677.488770
	Iteration 2F: 3 clusters Score -14858.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -14903.076172 Penalty: 2677.488770
	Iteration 3Q: 3 clusters Score -14903.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14908.252930 Penalty: 2677.488770
	Iteration 4Q: 3 clusters Score -14908.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -14908.252930 Penalty: 2677.488770
	Iteration 5F: 3 clusters Score -14908.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Entering Unmasked Estep 
Score: -119927.757812 Penalty: 1625.728516
	Iteration 0F: 2 clusters Score -119927.8 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 361 members 
Entering Unmasked Estep 
Score: -118261.406250 Penalty: 3251.457031
	Iteration 0F: 3 clusters Score -118261.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -118619.359375 Penalty: 3251.457031
	Iteration 1F: 3 clusters Score -118619.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -118763.273438 Penalty: 3251.457031
	Iteration 2F: 3 clusters Score -118763.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -118834.515625 Penalty: 3251.457031
	Iteration 3Q: 3 clusters Score -118834.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -118895.632812 Penalty: 3251.457031
	Iteration 4Q: 3 clusters Score -118895.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -118929.843750 Penalty: 3251.457031
	Iteration 5Q: 3 clusters Score -118929.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -118982.945312 Penalty: 3251.457031
	Iteration 6Q: 3 clusters Score -118982.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -119026.257812 Penalty: 3251.457031
	Iteration 7Q: 3 clusters Score -119026.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -119053.843750 Penalty: 3251.457031
	Iteration 8Q: 3 clusters Score -119053.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -119104.031250 Penalty: 3251.457031
	Iteration 9Q: 3 clusters Score -119104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -119128.710938 Penalty: 3251.457031
	Iteration 10Q: 3 clusters Score -119128.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -119140.437500 Penalty: 3251.457031
	Iteration 11Q: 3 clusters Score -119140.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -119143.898438 Penalty: 3251.457031
	Iteration 12Q: 3 clusters Score -119143.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -119152.398438 Penalty: 3251.457031
	Iteration 13Q: 3 clusters Score -119152.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -119157.273438 Penalty: 3251.457031
	Iteration 14Q: 3 clusters Score -119157.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -119162.539062 Penalty: 3251.457031
	Iteration 15Q: 3 clusters Score -119162.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -119162.539062 Penalty: 3251.457031
	Iteration 16F: 3 clusters Score -119162.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43366 members 
Entering Unmasked Estep 
Score: -7916769.000000 Penalty: 2648.002930
	Iteration 0F: 2 clusters Score -7916769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -7887892.000000 Penalty: 5296.005859
	Iteration 0F: 3 clusters Score -7887892 nChanged 19950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -7898779.500000 Penalty: 5296.005859
	Iteration 1F: 3 clusters Score -7898780 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -7899385.500000 Penalty: 5296.005859
	Iteration 2Q: 3 clusters Score -7899386 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -7900103.500000 Penalty: 5296.005859
	Iteration 3Q: 3 clusters Score -7900104 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -7901033.500000 Penalty: 5296.005859
	Iteration 4Q: 3 clusters Score -7901034 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28652 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -7902462.000000 Penalty: 5296.005859
	Iteration 5F: 3 clusters Score -7902462 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -7904861.000000 Penalty: 5296.005859
	Iteration 6F: 3 clusters Score -7904861 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -7908231.500000 Penalty: 5296.005859
	Iteration 7F: 3 clusters Score -7908232 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36930 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -7911488.000000 Penalty: 5296.005859
	Iteration 8F: 3 clusters Score -7911488 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38747 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -7913797.000000 Penalty: 5296.005859
	Iteration 9F: 3 clusters Score -7913797 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39636 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -7915231.500000 Penalty: 5296.005859
	Iteration 10Q: 3 clusters Score -7915232 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -7915973.000000 Penalty: 5296.005859
	Iteration 11Q: 3 clusters Score -7915973 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40112 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -7916385.000000 Penalty: 5296.005859
	Iteration 12Q: 3 clusters Score -7916385 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -7916598.500000 Penalty: 5296.005859
	Iteration 13Q: 3 clusters Score -7916598 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -7916702.000000 Penalty: 5296.005859
	Iteration 14Q: 3 clusters Score -7916702 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40139 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -7916759.500000 Penalty: 5296.005859
	Iteration 15Q: 3 clusters Score -7916760 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40078 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -7916817.500000 Penalty: 5296.005859
	Iteration 16Q: 3 clusters Score -7916818 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -7916819.500000 Penalty: 5296.005859
	Iteration 17Q: 3 clusters Score -7916820 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -7916845.500000 Penalty: 5296.005859
	Iteration 18Q: 3 clusters Score -7916846 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -7916852.000000 Penalty: 5296.005859
	Iteration 19Q: 3 clusters Score -7916852 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39920 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -7916860.000000 Penalty: 5296.005859
	Iteration 20F: 3 clusters Score -7916860 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -7916861.500000 Penalty: 5296.005859
	Iteration 21Q: 3 clusters Score -7916862 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -7916873.500000 Penalty: 5296.005859
	Iteration 22Q: 3 clusters Score -7916874 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -7916866.500000 Penalty: 5296.005859
	Iteration 23Q: 3 clusters Score -7916866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39824 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -7916876.500000 Penalty: 5296.005859
	Iteration 24Q: 3 clusters Score -7916876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -7916880.000000 Penalty: 5296.005859
	Iteration 25Q: 3 clusters Score -7916880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -7916896.000000 Penalty: 5296.005859
	Iteration 26Q: 3 clusters Score -7916896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -7916891.500000 Penalty: 5296.005859
	Iteration 27Q: 3 clusters Score -7916892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -7916912.000000 Penalty: 5296.005859
	Iteration 28Q: 3 clusters Score -7916912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -7916911.000000 Penalty: 5296.005859
	Iteration 29Q: 3 clusters Score -7916911 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -7916919.500000 Penalty: 5296.005859
	Iteration 30Q: 3 clusters Score -7916920 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -7916910.000000 Penalty: 5296.005859
	Iteration 31Q: 3 clusters Score -7916910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -7916917.000000 Penalty: 5296.005859
	Iteration 32Q: 3 clusters Score -7916917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -7916920.000000 Penalty: 5296.005859
	Iteration 33Q: 3 clusters Score -7916920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -7916921.000000 Penalty: 5296.005859
	Iteration 34Q: 3 clusters Score -7916921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39674 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -7916922.500000 Penalty: 5296.005859
	Iteration 35Q: 3 clusters Score -7916922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -7916932.500000 Penalty: 5296.005859
	Iteration 36Q: 3 clusters Score -7916932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39668 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -7916934.500000 Penalty: 5296.005859
	Iteration 37Q: 3 clusters Score -7916934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -7916933.000000 Penalty: 5296.005859
	Iteration 38Q: 3 clusters Score -7916933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -7916931.500000 Penalty: 5296.005859
	Iteration 39Q: 3 clusters Score -7916932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39660 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -7916937.000000 Penalty: 5296.005859
	Iteration 40F: 3 clusters Score -7916937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -7916933.000000 Penalty: 5296.005859
	Iteration 41Q: 3 clusters Score -7916933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -7916934.500000 Penalty: 5296.005859
	Iteration 42Q: 3 clusters Score -7916934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39654 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -7916933.000000 Penalty: 5296.005859
	Iteration 43Q: 3 clusters Score -7916933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39652 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -7916931.500000 Penalty: 5296.005859
	Iteration 44Q: 3 clusters Score -7916932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39648 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -7916934.000000 Penalty: 5296.005859
	Iteration 45Q: 3 clusters Score -7916934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -7916932.000000 Penalty: 5296.005859
	Iteration 46Q: 3 clusters Score -7916932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -7916929.000000 Penalty: 5296.005859
	Iteration 47Q: 3 clusters Score -7916929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39635 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -7916925.500000 Penalty: 5296.005859
	Iteration 48Q: 3 clusters Score -7916926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -7916924.500000 Penalty: 5296.005859
	Iteration 49Q: 3 clusters Score -7916924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -7916924.500000 Penalty: 5296.005859
	Iteration 50Q: 3 clusters Score -7916924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39627 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -7916936.000000 Penalty: 5296.005859
	Iteration 51Q: 3 clusters Score -7916936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39626 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -7916932.500000 Penalty: 5296.005859
	Iteration 52Q: 3 clusters Score -7916932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -7916932.500000 Penalty: 5296.005859
	Iteration 53Q: 3 clusters Score -7916932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -7916931.000000 Penalty: 5296.005859
	Iteration 54Q: 3 clusters Score -7916931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -7916931.000000 Penalty: 5296.005859
	Iteration 55F: 3 clusters Score -7916931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 41622 members 
Mstep: Class 3 contains 44656 members 
Mstep: Class 4 contains 46791 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24710 members 
Mstep: Class 7 contains 49980 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47156 members 
Mstep: Class 10 contains 42510 members 
Mstep: Class 11 contains 47113 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 40375 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44397 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47531 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 39624 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50398 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 3742 members 
Entering Unmasked Estep 
Score: -111241120.000000 Penalty: 82671.179688
Splitting cluster 21 changes total score from -111241664.000000 to -111241120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -102341.140625 Penalty: 1640.119263
	Iteration 0F: 2 clusters Score -102341.1 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 389 members 
Entering Unmasked Estep 
Score: -100646.523438 Penalty: 3280.238525
	Iteration 0F: 3 clusters Score -100646.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -101120.117188 Penalty: 3280.238525
	Iteration 1F: 3 clusters Score -101120.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -101487.312500 Penalty: 3280.238525
	Iteration 2F: 3 clusters Score -101487.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -101689.750000 Penalty: 3280.238525
	Iteration 3F: 3 clusters Score -101689.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -101842.492188 Penalty: 3280.238525
	Iteration 4F: 3 clusters Score -101842.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -101991.023438 Penalty: 3280.238525
	Iteration 5Q: 3 clusters Score -101991 nChanged 27
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: -102091.554688 Penalty: 3280.238525
	Iteration 6Q: 3 clusters Score -102091.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -102136.742188 Penalty: 3280.238525
	Iteration 7Q: 3 clusters Score -102136.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -102192.726562 Penalty: 3280.238525
	Iteration 8Q: 3 clusters Score -102192.7 nChanged 10
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: -102259.171875 Penalty: 3280.238525
	Iteration 9Q: 3 clusters Score -102259.2 nChanged 13
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: -102299.062500 Penalty: 3280.238525
	Iteration 10Q: 3 clusters Score -102299.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -102325.843750 Penalty: 3280.238525
	Iteration 11Q: 3 clusters Score -102325.8 nChanged 8
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: -102347.078125 Penalty: 3280.238525
	Iteration 12Q: 3 clusters Score -102347.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -102354.171875 Penalty: 3280.238525
	Iteration 13Q: 3 clusters Score -102354.2 nChanged 2
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: -102358.562500 Penalty: 3280.238525
	Iteration 14Q: 3 clusters Score -102358.6 nChanged 2
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: -102363.390625 Penalty: 3280.238525
	Iteration 15Q: 3 clusters Score -102363.4 nChanged 1
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: -102369.445312 Penalty: 3280.238525
	Iteration 16Q: 3 clusters Score -102369.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -102370.742188 Penalty: 3280.238525
	Iteration 17Q: 3 clusters Score -102370.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -102373.070312 Penalty: 3280.238525
	Iteration 18F: 3 clusters Score -102373.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -102376.328125 Penalty: 3280.238525
	Iteration 19Q: 3 clusters Score -102376.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -102379.718750 Penalty: 3280.238525
	Iteration 20F: 3 clusters Score -102379.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -102381.937500 Penalty: 3280.238525
	Iteration 21Q: 3 clusters Score -102381.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -102388.351562 Penalty: 3280.238525
	Iteration 22Q: 3 clusters Score -102388.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -102389.539062 Penalty: 3280.238525
	Iteration 23Q: 3 clusters Score -102389.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -102389.539062 Penalty: 3280.238525
	Iteration 24F: 3 clusters Score -102389.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 41622 members 
Mstep: Class 3 contains 44656 members 
Mstep: Class 4 contains 46791 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24710 members 
Mstep: Class 7 contains 49980 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47156 members 
Mstep: Class 10 contains 42510 members 
Mstep: Class 11 contains 47113 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 40375 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44397 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47531 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43366 members 
Mstep: Class 22 contains 405 members 
Mstep: Class 23 contains 50398 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 340 members 
Entering Unmasked Estep 
Score: -111240104.000000 Penalty: 82671.179688
Splitting cluster 22 changes total score from -111241664.000000 to -111240104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (50398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50398 members 
Entering Unmasked Estep 
Score: -9267785.000000 Penalty: 2685.271240
	Iteration 0F: 2 clusters Score -9267785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -9237238.000000 Penalty: 5370.542480
	Iteration 0F: 3 clusters Score -9237238 nChanged 23223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -9250238.000000 Penalty: 5370.542480
	Iteration 1F: 3 clusters Score -9250238 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -9250813.000000 Penalty: 5370.542480
	Iteration 2Q: 3 clusters Score -9250813 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -9251533.000000 Penalty: 5370.542480
	Iteration 3Q: 3 clusters Score -9251533 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -9252337.000000 Penalty: 5370.542480
	Iteration 4Q: 3 clusters Score -9252337 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -9253481.000000 Penalty: 5370.542480
	Iteration 5Q: 3 clusters Score -9253481 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -9254880.000000 Penalty: 5370.542480
	Iteration 6F: 3 clusters Score -9254880 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -9256753.000000 Penalty: 5370.542480
	Iteration 7F: 3 clusters Score -9256753 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 38753 members 
Entering Unmasked Estep 
Score: -9259143.000000 Penalty: 5370.542480
	Iteration 8F: 3 clusters Score -9259143 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 42017 members 
Entering Unmasked Estep 
Score: -9261822.000000 Penalty: 5370.542480
	Iteration 9F: 3 clusters Score -9261822 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 45085 members 
Entering Unmasked Estep 
Score: -9263933.000000 Penalty: 5370.542480
	Iteration 10F: 3 clusters Score -9263933 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 47267 members 
Entering Unmasked Estep 
Score: -9264936.000000 Penalty: 5370.542480
	Iteration 11Q: 3 clusters Score -9264936 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 48514 members 
Entering Unmasked Estep 
Score: -9265285.000000 Penalty: 5370.542480
	Iteration 12Q: 3 clusters Score -9265285 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 49218 members 
Entering Unmasked Estep 
Score: -9265484.000000 Penalty: 5370.542480
	Iteration 13Q: 3 clusters Score -9265484 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 49542 members 
Entering Unmasked Estep 
Score: -9265569.000000 Penalty: 5370.542480
	Iteration 14Q: 3 clusters Score -9265569 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 49693 members 
Entering Unmasked Estep 
Score: -9265629.000000 Penalty: 5370.542480
	Iteration 15Q: 3 clusters Score -9265629 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -9265672.000000 Penalty: 5370.542480
	Iteration 16Q: 3 clusters Score -9265672 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 49823 members 
Entering Unmasked Estep 
Score: -9265718.000000 Penalty: 5370.542480
	Iteration 17Q: 3 clusters Score -9265718 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 49857 members 
Entering Unmasked Estep 
Score: -9265739.000000 Penalty: 5370.542480
	Iteration 18Q: 3 clusters Score -9265739 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 49887 members 
Entering Unmasked Estep 
Score: -9265764.000000 Penalty: 5370.542480
	Iteration 19Q: 3 clusters Score -9265764 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 49905 members 
Entering Unmasked Estep 
Score: -9265771.000000 Penalty: 5370.542480
	Iteration 20F: 3 clusters Score -9265771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 49916 members 
Entering Unmasked Estep 
Score: -9265779.000000 Penalty: 5370.542480
	Iteration 21Q: 3 clusters Score -9265779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 49926 members 
Entering Unmasked Estep 
Score: -9265788.000000 Penalty: 5370.542480
	Iteration 22Q: 3 clusters Score -9265788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 49931 members 
Entering Unmasked Estep 
Score: -9265787.000000 Penalty: 5370.542480
	Iteration 23Q: 3 clusters Score -9265787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 49934 members 
Entering Unmasked Estep 
Score: -9265786.000000 Penalty: 5370.542480
	Iteration 24Q: 3 clusters Score -9265786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 49937 members 
Entering Unmasked Estep 
Score: -9265786.000000 Penalty: 5370.542480
	Iteration 25Q: 3 clusters Score -9265786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 49936 members 
Entering Unmasked Estep 
Score: -9265786.000000 Penalty: 5370.542480
	Iteration 26Q: 3 clusters Score -9265786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 49935 members 
Entering Unmasked Estep 
Score: -9265784.000000 Penalty: 5370.542480
	Iteration 27Q: 3 clusters Score -9265784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 49935 members 
Entering Unmasked Estep 
Score: -9265784.000000 Penalty: 5370.542480
	Iteration 28F: 3 clusters Score -9265784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -74500.921875 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -74500.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -72942.953125 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -72942.95 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -73303.976562 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -73303.98 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -73426.671875 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -73426.67 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -73543.257812 Penalty: 3184.317383
	Iteration 3Q: 3 clusters Score -73543.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -73616.031250 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -73616.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -73670.171875 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -73670.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -73703.476562 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -73703.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -73741.921875 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -73741.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -73770.484375 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -73770.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -73784.093750 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -73784.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -73784.093750 Penalty: 3184.317383
	Iteration 10F: 3 clusters Score -73784.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 41622 members 
Mstep: Class 3 contains 44656 members 
Mstep: Class 4 contains 46791 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24710 members 
Mstep: Class 7 contains 49980 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47156 members 
Mstep: Class 10 contains 42510 members 
Mstep: Class 11 contains 47113 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 40375 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44397 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47531 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43366 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50398 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241768.000000 Penalty: 79364.328125
Iteration 399Q: 25 clusters Score -1.112418e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 41621 members 
Mstep: Class 3 contains 44656 members 
Mstep: Class 4 contains 46790 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24710 members 
Mstep: Class 7 contains 49980 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47145 members 
Mstep: Class 10 contains 42513 members 
Mstep: Class 11 contains 47118 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 40373 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44396 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47535 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43365 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50409 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241840.000000 Penalty: 79364.328125
Iteration 400F: 25 clusters Score -1.112418e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 41617 members 
Mstep: Class 3 contains 44660 members 
Mstep: Class 4 contains 46792 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24705 members 
Mstep: Class 7 contains 49985 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47142 members 
Mstep: Class 10 contains 42516 members 
Mstep: Class 11 contains 47122 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 40374 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44399 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47526 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43362 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50412 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241912.000000 Penalty: 79364.328125
Iteration 401Q: 25 clusters Score -1.112419e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 41617 members 
Mstep: Class 3 contains 44665 members 
Mstep: Class 4 contains 46791 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24705 members 
Mstep: Class 7 contains 49975 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47143 members 
Mstep: Class 10 contains 42521 members 
Mstep: Class 11 contains 47125 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 40380 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44398 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47523 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43352 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50421 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242000.000000 Penalty: 79364.328125
Iteration 402Q: 25 clusters Score -1.11242e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38251 members 
Mstep: Class 2 contains 41622 members 
Mstep: Class 3 contains 44669 members 
Mstep: Class 4 contains 46794 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24702 members 
Mstep: Class 7 contains 49964 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47128 members 
Mstep: Class 10 contains 42528 members 
Mstep: Class 11 contains 47134 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 40379 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44397 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47519 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43354 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50428 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241904.000000 Penalty: 79364.328125
Iteration 403Q: 25 clusters Score -1.112419e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 41625 members 
Mstep: Class 3 contains 44667 members 
Mstep: Class 4 contains 46796 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24701 members 
Mstep: Class 7 contains 49950 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47120 members 
Mstep: Class 10 contains 42532 members 
Mstep: Class 11 contains 47150 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 40383 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44394 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47522 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43352 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50434 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242000.000000 Penalty: 79364.328125
Iteration 404Q: 25 clusters Score -1.11242e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38229 members 
Mstep: Class 2 contains 41624 members 
Mstep: Class 3 contains 44672 members 
Mstep: Class 4 contains 46796 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24701 members 
Mstep: Class 7 contains 49932 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47109 members 
Mstep: Class 10 contains 42533 members 
Mstep: Class 11 contains 47162 members 
Mstep: Class 12 contains 1312 members 
Mstep: Class 13 contains 40385 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44398 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47527 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43351 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50450 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111241976.000000 Penalty: 79364.328125
Iteration 405Q: 25 clusters Score -1.11242e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 41619 members 
Mstep: Class 3 contains 44679 members 
Mstep: Class 4 contains 46795 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24697 members 
Mstep: Class 7 contains 49925 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47099 members 
Mstep: Class 10 contains 42537 members 
Mstep: Class 11 contains 47171 members 
Mstep: Class 12 contains 1313 members 
Mstep: Class 13 contains 40388 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44396 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47520 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43347 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50470 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242120.000000 Penalty: 79364.328125
Iteration 406Q: 25 clusters Score -1.112421e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 41622 members 
Mstep: Class 3 contains 44678 members 
Mstep: Class 4 contains 46788 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24693 members 
Mstep: Class 7 contains 49907 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47099 members 
Mstep: Class 10 contains 42542 members 
Mstep: Class 11 contains 47183 members 
Mstep: Class 12 contains 1316 members 
Mstep: Class 13 contains 40392 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44394 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47533 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43336 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50482 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242208.000000 Penalty: 79364.328125
Iteration 407Q: 25 clusters Score -1.112422e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38214 members 
Mstep: Class 2 contains 41628 members 
Mstep: Class 3 contains 44681 members 
Mstep: Class 4 contains 46782 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24692 members 
Mstep: Class 7 contains 49890 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47090 members 
Mstep: Class 10 contains 42547 members 
Mstep: Class 11 contains 47185 members 
Mstep: Class 12 contains 1317 members 
Mstep: Class 13 contains 40396 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44402 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47529 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43323 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50505 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242216.000000 Penalty: 79364.328125
Iteration 408Q: 25 clusters Score -1.112422e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 41625 members 
Mstep: Class 3 contains 44677 members 
Mstep: Class 4 contains 46787 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24691 members 
Mstep: Class 7 contains 49886 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47086 members 
Mstep: Class 10 contains 42550 members 
Mstep: Class 11 contains 47201 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 40397 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44398 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47528 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43309 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50524 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242248.000000 Penalty: 79364.328125
Iteration 409Q: 25 clusters Score -1.112422e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 41629 members 
Mstep: Class 3 contains 44677 members 
Mstep: Class 4 contains 46796 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24685 members 
Mstep: Class 7 contains 49876 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47076 members 
Mstep: Class 10 contains 42551 members 
Mstep: Class 11 contains 47212 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 40403 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44393 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47522 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43297 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50549 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242216.000000 Penalty: 79364.328125
Iteration 410Q: 25 clusters Score -1.112422e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 41626 members 
Mstep: Class 3 contains 44674 members 
Mstep: Class 4 contains 46796 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24686 members 
Mstep: Class 7 contains 49875 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47069 members 
Mstep: Class 10 contains 42554 members 
Mstep: Class 11 contains 47209 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 40404 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44397 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47527 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43284 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50565 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242144.000000 Penalty: 79364.328125
Iteration 411Q: 25 clusters Score -1.112421e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 41630 members 
Mstep: Class 3 contains 44675 members 
Mstep: Class 4 contains 46790 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24685 members 
Mstep: Class 7 contains 49857 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47073 members 
Mstep: Class 10 contains 42559 members 
Mstep: Class 11 contains 47207 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 40411 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44404 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47526 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43272 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50580 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242272.000000 Penalty: 79364.328125
Iteration 412Q: 25 clusters Score -1.112423e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 41631 members 
Mstep: Class 3 contains 44673 members 
Mstep: Class 4 contains 46787 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24686 members 
Mstep: Class 7 contains 49858 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47078 members 
Mstep: Class 10 contains 42566 members 
Mstep: Class 11 contains 47208 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 40422 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44403 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47521 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43265 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50575 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242176.000000 Penalty: 79364.328125
Iteration 413Q: 25 clusters Score -1.112422e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 41632 members 
Mstep: Class 3 contains 44674 members 
Mstep: Class 4 contains 46788 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24685 members 
Mstep: Class 7 contains 49853 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47074 members 
Mstep: Class 10 contains 42571 members 
Mstep: Class 11 contains 47212 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 40419 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44407 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47518 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43262 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50578 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242168.000000 Penalty: 79364.328125
Iteration 414Q: 25 clusters Score -1.112422e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 41632 members 
Mstep: Class 3 contains 44667 members 
Mstep: Class 4 contains 46794 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24684 members 
Mstep: Class 7 contains 49854 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47066 members 
Mstep: Class 10 contains 42580 members 
Mstep: Class 11 contains 47211 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 40415 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44412 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47514 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43259 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50584 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242152.000000 Penalty: 79364.328125
Iteration 415Q: 25 clusters Score -1.112422e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 41629 members 
Mstep: Class 3 contains 44656 members 
Mstep: Class 4 contains 46795 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24682 members 
Mstep: Class 7 contains 49859 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47062 members 
Mstep: Class 10 contains 42590 members 
Mstep: Class 11 contains 47212 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 40419 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44414 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47510 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43259 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50583 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242208.000000 Penalty: 79364.328125
Iteration 416Q: 25 clusters Score -1.112422e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 41630 members 
Mstep: Class 3 contains 44650 members 
Mstep: Class 4 contains 46799 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24680 members 
Mstep: Class 7 contains 49843 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47063 members 
Mstep: Class 10 contains 42601 members 
Mstep: Class 11 contains 47219 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 40418 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44417 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47507 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43255 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50591 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242280.000000 Penalty: 79364.328125
Iteration 417Q: 25 clusters Score -1.112423e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 41622 members 
Mstep: Class 3 contains 44651 members 
Mstep: Class 4 contains 46800 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24679 members 
Mstep: Class 7 contains 49853 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47056 members 
Mstep: Class 10 contains 42611 members 
Mstep: Class 11 contains 47214 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 40422 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44421 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47496 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43251 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50597 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242304.000000 Penalty: 79364.328125
Iteration 418Q: 25 clusters Score -1.112423e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 41622 members 
Mstep: Class 3 contains 44659 members 
Mstep: Class 4 contains 46796 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24677 members 
Mstep: Class 7 contains 49859 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47049 members 
Mstep: Class 10 contains 42609 members 
Mstep: Class 11 contains 47216 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 40422 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44417 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47491 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43248 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50610 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242304.000000 Penalty: 79364.328125
Iteration 419Q: 25 clusters Score -1.112423e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 41623 members 
Mstep: Class 3 contains 44665 members 
Mstep: Class 4 contains 46801 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24675 members 
Mstep: Class 7 contains 49859 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47040 members 
Mstep: Class 10 contains 42606 members 
Mstep: Class 11 contains 47221 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 40424 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44414 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47489 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43237 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50621 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242280.000000 Penalty: 79364.328125
Iteration 420F: 25 clusters Score -1.112423e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38186 members 
Mstep: Class 2 contains 41626 members 
Mstep: Class 3 contains 44673 members 
Mstep: Class 4 contains 46806 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24675 members 
Mstep: Class 7 contains 49863 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47030 members 
Mstep: Class 10 contains 42604 members 
Mstep: Class 11 contains 47221 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 40425 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44407 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47485 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43240 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50620 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242272.000000 Penalty: 79364.328125
Iteration 421Q: 25 clusters Score -1.112423e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38181 members 
Mstep: Class 2 contains 41626 members 
Mstep: Class 3 contains 44674 members 
Mstep: Class 4 contains 46808 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24675 members 
Mstep: Class 7 contains 49863 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47027 members 
Mstep: Class 10 contains 42604 members 
Mstep: Class 11 contains 47218 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 40425 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44402 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47487 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43238 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50633 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242264.000000 Penalty: 79364.328125
Iteration 422Q: 25 clusters Score -1.112423e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38176 members 
Mstep: Class 2 contains 41624 members 
Mstep: Class 3 contains 44680 members 
Mstep: Class 4 contains 46802 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24674 members 
Mstep: Class 7 contains 49856 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47032 members 
Mstep: Class 10 contains 42603 members 
Mstep: Class 11 contains 47221 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 40426 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44406 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47485 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43232 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50644 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242336.000000 Penalty: 79364.328125
Iteration 423Q: 25 clusters Score -1.112423e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 41623 members 
Mstep: Class 3 contains 44685 members 
Mstep: Class 4 contains 46798 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24670 members 
Mstep: Class 7 contains 49847 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47033 members 
Mstep: Class 10 contains 42606 members 
Mstep: Class 11 contains 47220 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 40423 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44404 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47493 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43224 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50655 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242280.000000 Penalty: 79364.328125
Iteration 424Q: 25 clusters Score -1.112423e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 41624 members 
Mstep: Class 3 contains 44687 members 
Mstep: Class 4 contains 46803 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24668 members 
Mstep: Class 7 contains 49841 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47037 members 
Mstep: Class 10 contains 42606 members 
Mstep: Class 11 contains 47220 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 40423 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44398 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47495 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43231 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50657 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242224.000000 Penalty: 79364.328125
Iteration 425Q: 25 clusters Score -1.112422e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 41626 members 
Mstep: Class 3 contains 44685 members 
Mstep: Class 4 contains 46801 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24666 members 
Mstep: Class 7 contains 49826 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47041 members 
Mstep: Class 10 contains 42607 members 
Mstep: Class 11 contains 47223 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 40423 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44394 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47508 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43229 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50675 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242232.000000 Penalty: 79364.328125
Iteration 426Q: 25 clusters Score -1.112422e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 41625 members 
Mstep: Class 3 contains 44687 members 
Mstep: Class 4 contains 46804 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24665 members 
Mstep: Class 7 contains 49812 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47054 members 
Mstep: Class 10 contains 42610 members 
Mstep: Class 11 contains 47224 members 
Mstep: Class 12 contains 1319 members 
Mstep: Class 13 contains 40421 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44389 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47511 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43219 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50684 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242120.000000 Penalty: 79364.328125
Iteration 427Q: 25 clusters Score -1.112421e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38153 members 
Mstep: Class 2 contains 41629 members 
Mstep: Class 3 contains 44691 members 
Mstep: Class 4 contains 46800 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24659 members 
Mstep: Class 7 contains 49818 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47052 members 
Mstep: Class 10 contains 42608 members 
Mstep: Class 11 contains 47227 members 
Mstep: Class 12 contains 1317 members 
Mstep: Class 13 contains 40424 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44394 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47514 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43219 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50676 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242312.000000 Penalty: 79364.328125
Iteration 428Q: 25 clusters Score -1.112423e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 41631 members 
Mstep: Class 3 contains 44694 members 
Mstep: Class 4 contains 46800 members 
Mstep: Class 5 contains 426 members 
Mstep: Class 6 contains 24658 members 
Mstep: Class 7 contains 49815 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47054 members 
Mstep: Class 10 contains 42604 members 
Mstep: Class 11 contains 47226 members 
Mstep: Class 12 contains 1318 members 
Mstep: Class 13 contains 40431 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44403 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47508 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43216 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50674 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242184.000000 Penalty: 79364.328125
Iteration 429Q: 25 clusters Score -1.112422e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 41634 members 
Mstep: Class 3 contains 44693 members 
Mstep: Class 4 contains 46786 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24657 members 
Mstep: Class 7 contains 49823 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47054 members 
Mstep: Class 10 contains 42603 members 
Mstep: Class 11 contains 47224 members 
Mstep: Class 12 contains 1320 members 
Mstep: Class 13 contains 40436 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44414 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47505 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43205 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50674 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242152.000000 Penalty: 79364.328125
Iteration 430Q: 25 clusters Score -1.112422e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 41631 members 
Mstep: Class 3 contains 44692 members 
Mstep: Class 4 contains 46778 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24656 members 
Mstep: Class 7 contains 49839 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47049 members 
Mstep: Class 10 contains 42602 members 
Mstep: Class 11 contains 47228 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 40435 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44418 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47515 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43192 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50673 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242128.000000 Penalty: 79364.328125
Iteration 431Q: 25 clusters Score -1.112421e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 41628 members 
Mstep: Class 3 contains 44691 members 
Mstep: Class 4 contains 46776 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24653 members 
Mstep: Class 7 contains 49828 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47056 members 
Mstep: Class 10 contains 42603 members 
Mstep: Class 11 contains 47230 members 
Mstep: Class 12 contains 1322 members 
Mstep: Class 13 contains 40433 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44426 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47513 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43187 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50682 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242096.000000 Penalty: 79364.328125
Iteration 432Q: 25 clusters Score -1.112421e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 41626 members 
Mstep: Class 3 contains 44699 members 
Mstep: Class 4 contains 46786 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24654 members 
Mstep: Class 7 contains 49819 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47046 members 
Mstep: Class 10 contains 42597 members 
Mstep: Class 11 contains 47236 members 
Mstep: Class 12 contains 1323 members 
Mstep: Class 13 contains 40432 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44423 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47514 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43185 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50689 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242224.000000 Penalty: 79364.328125
Iteration 433Q: 25 clusters Score -1.112422e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 41627 members 
Mstep: Class 3 contains 44699 members 
Mstep: Class 4 contains 46785 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24651 members 
Mstep: Class 7 contains 49830 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47038 members 
Mstep: Class 10 contains 42599 members 
Mstep: Class 11 contains 47238 members 
Mstep: Class 12 contains 1324 members 
Mstep: Class 13 contains 40434 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44423 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47510 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43177 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50696 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242160.000000 Penalty: 79364.328125
Iteration 434Q: 25 clusters Score -1.112422e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 41623 members 
Mstep: Class 3 contains 44701 members 
Mstep: Class 4 contains 46791 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24649 members 
Mstep: Class 7 contains 49827 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47039 members 
Mstep: Class 10 contains 42600 members 
Mstep: Class 11 contains 47232 members 
Mstep: Class 12 contains 1326 members 
Mstep: Class 13 contains 40435 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44435 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47503 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43166 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50699 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242128.000000 Penalty: 79364.328125
Iteration 435Q: 25 clusters Score -1.112421e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 41623 members 
Mstep: Class 3 contains 44707 members 
Mstep: Class 4 contains 46793 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24647 members 
Mstep: Class 7 contains 49814 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47044 members 
Mstep: Class 10 contains 42599 members 
Mstep: Class 11 contains 47229 members 
Mstep: Class 12 contains 1329 members 
Mstep: Class 13 contains 40434 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 44435 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47496 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43151 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50716 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242040.000000 Penalty: 79364.328125
Iteration 436Q: 25 clusters Score -1.11242e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 41622 members 
Mstep: Class 3 contains 44707 members 
Mstep: Class 4 contains 46804 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24643 members 
Mstep: Class 7 contains 49800 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47037 members 
Mstep: Class 10 contains 42601 members 
Mstep: Class 11 contains 47225 members 
Mstep: Class 12 contains 1331 members 
Mstep: Class 13 contains 40435 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 44432 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47501 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43151 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50722 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242192.000000 Penalty: 79364.328125
Iteration 437Q: 25 clusters Score -1.112422e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 41622 members 
Mstep: Class 3 contains 44707 members 
Mstep: Class 4 contains 46807 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24640 members 
Mstep: Class 7 contains 49804 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47039 members 
Mstep: Class 10 contains 42602 members 
Mstep: Class 11 contains 47225 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 40441 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 44430 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47493 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43146 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50722 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242048.000000 Penalty: 79364.328125
Iteration 438Q: 25 clusters Score -1.11242e+08 nChanged 131
Entering ConstructFrom: 
Score: -111242048.000000 Penalty: 79364.328125
Entering ConstructFrom: 
Trying to split cluster 1 (38172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Entering Unmasked Estep 
Score: -6927266.000000 Penalty: 2616.364502
	Iteration 0F: 2 clusters Score -6927266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -6901386.500000 Penalty: 5232.729004
	Iteration 0F: 3 clusters Score -6901386 nChanged 17399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -6911244.500000 Penalty: 5232.729004
	Iteration 1F: 3 clusters Score -6911244 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -6911936.500000 Penalty: 5232.729004
	Iteration 2Q: 3 clusters Score -6911936 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -6912737.500000 Penalty: 5232.729004
	Iteration 3Q: 3 clusters Score -6912738 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -6913874.500000 Penalty: 5232.729004
	Iteration 4F: 3 clusters Score -6913874 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -6915492.500000 Penalty: 5232.729004
	Iteration 5F: 3 clusters Score -6915492 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -6917429.500000 Penalty: 5232.729004
	Iteration 6F: 3 clusters Score -6917430 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -6919446.000000 Penalty: 5232.729004
	Iteration 7F: 3 clusters Score -6919446 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -6920945.000000 Penalty: 5232.729004
	Iteration 8F: 3 clusters Score -6920945 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -6921827.500000 Penalty: 5232.729004
	Iteration 9Q: 3 clusters Score -6921828 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -6922364.500000 Penalty: 5232.729004
	Iteration 10Q: 3 clusters Score -6922364 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26018 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -6922670.000000 Penalty: 5232.729004
	Iteration 11Q: 3 clusters Score -6922670 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -6922930.500000 Penalty: 5232.729004
	Iteration 12Q: 3 clusters Score -6922930 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -6923193.500000 Penalty: 5232.729004
	Iteration 13Q: 3 clusters Score -6923194 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -6923351.500000 Penalty: 5232.729004
	Iteration 14Q: 3 clusters Score -6923352 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -6923590.000000 Penalty: 5232.729004
	Iteration 15Q: 3 clusters Score -6923590 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -6923753.500000 Penalty: 5232.729004
	Iteration 16Q: 3 clusters Score -6923754 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -6923914.000000 Penalty: 5232.729004
	Iteration 17Q: 3 clusters Score -6923914 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -6924086.000000 Penalty: 5232.729004
	Iteration 18Q: 3 clusters Score -6924086 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -6924261.000000 Penalty: 5232.729004
	Iteration 19Q: 3 clusters Score -6924261 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -6924382.500000 Penalty: 5232.729004
	Iteration 20F: 3 clusters Score -6924382 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -6924461.500000 Penalty: 5232.729004
	Iteration 21Q: 3 clusters Score -6924462 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -6924558.000000 Penalty: 5232.729004
	Iteration 22Q: 3 clusters Score -6924558 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -6924605.500000 Penalty: 5232.729004
	Iteration 23Q: 3 clusters Score -6924606 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -6924656.000000 Penalty: 5232.729004
	Iteration 24Q: 3 clusters Score -6924656 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -6924724.500000 Penalty: 5232.729004
	Iteration 25Q: 3 clusters Score -6924724 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -6924733.500000 Penalty: 5232.729004
	Iteration 26Q: 3 clusters Score -6924734 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31224 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -6924753.000000 Penalty: 5232.729004
	Iteration 27Q: 3 clusters Score -6924753 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -6924787.500000 Penalty: 5232.729004
	Iteration 28Q: 3 clusters Score -6924788 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -6924812.000000 Penalty: 5232.729004
	Iteration 29Q: 3 clusters Score -6924812 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -6924844.000000 Penalty: 5232.729004
	Iteration 30Q: 3 clusters Score -6924844 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -6924904.500000 Penalty: 5232.729004
	Iteration 31Q: 3 clusters Score -6924904 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -6924904.000000 Penalty: 5232.729004
	Iteration 32Q: 3 clusters Score -6924904 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -6924941.000000 Penalty: 5232.729004
	Iteration 33Q: 3 clusters Score -6924941 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -6924965.000000 Penalty: 5232.729004
	Iteration 34Q: 3 clusters Score -6924965 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -6924997.500000 Penalty: 5232.729004
	Iteration 35Q: 3 clusters Score -6924998 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -6925033.500000 Penalty: 5232.729004
	Iteration 36Q: 3 clusters Score -6925034 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -6925050.000000 Penalty: 5232.729004
	Iteration 37Q: 3 clusters Score -6925050 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -6925045.000000 Penalty: 5232.729004
	Iteration 38Q: 3 clusters Score -6925045 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -6925072.000000 Penalty: 5232.729004
	Iteration 39Q: 3 clusters Score -6925072 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -6925080.000000 Penalty: 5232.729004
	Iteration 40F: 3 clusters Score -6925080 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -6925101.500000 Penalty: 5232.729004
	Iteration 41Q: 3 clusters Score -6925102 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -6925099.000000 Penalty: 5232.729004
	Iteration 42Q: 3 clusters Score -6925099 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32917 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -6925103.500000 Penalty: 5232.729004
	Iteration 43Q: 3 clusters Score -6925104 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -6925126.000000 Penalty: 5232.729004
	Iteration 44Q: 3 clusters Score -6925126 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -6925141.500000 Penalty: 5232.729004
	Iteration 45Q: 3 clusters Score -6925142 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -6925165.000000 Penalty: 5232.729004
	Iteration 46Q: 3 clusters Score -6925165 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33201 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -6925162.000000 Penalty: 5232.729004
	Iteration 47Q: 3 clusters Score -6925162 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -6925163.500000 Penalty: 5232.729004
	Iteration 48Q: 3 clusters Score -6925164 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -6925176.500000 Penalty: 5232.729004
	Iteration 49Q: 3 clusters Score -6925176 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -6925168.500000 Penalty: 5232.729004
	Iteration 50Q: 3 clusters Score -6925168 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33353 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -6925186.500000 Penalty: 5232.729004
	Iteration 51Q: 3 clusters Score -6925186 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -6925197.000000 Penalty: 5232.729004
	Iteration 52Q: 3 clusters Score -6925197 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33427 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -6925192.000000 Penalty: 5232.729004
	Iteration 53Q: 3 clusters Score -6925192 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -6925184.000000 Penalty: 5232.729004
	Iteration 54Q: 3 clusters Score -6925184 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -6925172.000000 Penalty: 5232.729004
	Iteration 55Q: 3 clusters Score -6925172 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -6925183.500000 Penalty: 5232.729004
	Iteration 56Q: 3 clusters Score -6925184 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -6925193.500000 Penalty: 5232.729004
	Iteration 57Q: 3 clusters Score -6925194 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33628 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -6925187.000000 Penalty: 5232.729004
	Iteration 58Q: 3 clusters Score -6925187 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -6925219.500000 Penalty: 5232.729004
	Iteration 59Q: 3 clusters Score -6925220 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -6925224.500000 Penalty: 5232.729004
	Iteration 60F: 3 clusters Score -6925224 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -6925222.500000 Penalty: 5232.729004
	Iteration 61Q: 3 clusters Score -6925222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -6925229.500000 Penalty: 5232.729004
	Iteration 62Q: 3 clusters Score -6925230 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -6925220.500000 Penalty: 5232.729004
	Iteration 63Q: 3 clusters Score -6925220 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -6925219.000000 Penalty: 5232.729004
	Iteration 64Q: 3 clusters Score -6925219 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -6925230.000000 Penalty: 5232.729004
	Iteration 65Q: 3 clusters Score -6925230 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33936 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -6925217.500000 Penalty: 5232.729004
	Iteration 66Q: 3 clusters Score -6925218 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33969 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -6925231.000000 Penalty: 5232.729004
	Iteration 67Q: 3 clusters Score -6925231 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -6925234.500000 Penalty: 5232.729004
	Iteration 68Q: 3 clusters Score -6925234 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -6925259.000000 Penalty: 5232.729004
	Iteration 69Q: 3 clusters Score -6925259 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34075 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -6925261.500000 Penalty: 5232.729004
	Iteration 70Q: 3 clusters Score -6925262 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -6925271.500000 Penalty: 5232.729004
	Iteration 71Q: 3 clusters Score -6925272 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -6925283.500000 Penalty: 5232.729004
	Iteration 72Q: 3 clusters Score -6925284 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -6925296.500000 Penalty: 5232.729004
	Iteration 73Q: 3 clusters Score -6925296 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34200 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -6925284.000000 Penalty: 5232.729004
	Iteration 74Q: 3 clusters Score -6925284 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34226 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -6925278.500000 Penalty: 5232.729004
	Iteration 75Q: 3 clusters Score -6925278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -6925286.000000 Penalty: 5232.729004
	Iteration 76Q: 3 clusters Score -6925286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -6925284.000000 Penalty: 5232.729004
	Iteration 77Q: 3 clusters Score -6925284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34273 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -6925292.500000 Penalty: 5232.729004
	Iteration 78Q: 3 clusters Score -6925292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34283 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -6925295.500000 Penalty: 5232.729004
	Iteration 79Q: 3 clusters Score -6925296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -6925297.000000 Penalty: 5232.729004
	Iteration 80F: 3 clusters Score -6925297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -6925302.500000 Penalty: 5232.729004
	Iteration 81Q: 3 clusters Score -6925302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -6925306.500000 Penalty: 5232.729004
	Iteration 82Q: 3 clusters Score -6925306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -6925301.500000 Penalty: 5232.729004
	Iteration 83Q: 3 clusters Score -6925302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -6925298.500000 Penalty: 5232.729004
	Iteration 84Q: 3 clusters Score -6925298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -6925310.000000 Penalty: 5232.729004
	Iteration 85Q: 3 clusters Score -6925310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -6925307.000000 Penalty: 5232.729004
	Iteration 86Q: 3 clusters Score -6925307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34365 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -6925305.500000 Penalty: 5232.729004
	Iteration 87Q: 3 clusters Score -6925306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34375 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -6925310.500000 Penalty: 5232.729004
	Iteration 88Q: 3 clusters Score -6925310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -6925303.000000 Penalty: 5232.729004
	Iteration 89Q: 3 clusters Score -6925303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -6925304.500000 Penalty: 5232.729004
	Iteration 90Q: 3 clusters Score -6925304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -6925314.000000 Penalty: 5232.729004
	Iteration 91Q: 3 clusters Score -6925314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -6925303.500000 Penalty: 5232.729004
	Iteration 92Q: 3 clusters Score -6925304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -6925302.000000 Penalty: 5232.729004
	Iteration 93Q: 3 clusters Score -6925302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -6925299.500000 Penalty: 5232.729004
	Iteration 94Q: 3 clusters Score -6925300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -6925306.500000 Penalty: 5232.729004
	Iteration 95Q: 3 clusters Score -6925306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34428 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -6925306.000000 Penalty: 5232.729004
	Iteration 96Q: 3 clusters Score -6925306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -6925311.500000 Penalty: 5232.729004
	Iteration 97Q: 3 clusters Score -6925312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -6925316.000000 Penalty: 5232.729004
	Iteration 98Q: 3 clusters Score -6925316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -6925313.000000 Penalty: 5232.729004
	Iteration 99Q: 3 clusters Score -6925313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -6925319.000000 Penalty: 5232.729004
	Iteration 100F: 3 clusters Score -6925319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -6925312.500000 Penalty: 5232.729004
	Iteration 101Q: 3 clusters Score -6925312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -6925310.000000 Penalty: 5232.729004
	Iteration 102Q: 3 clusters Score -6925310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -6925310.000000 Penalty: 5232.729004
	Iteration 103F: 3 clusters Score -6925310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Entering Unmasked Estep 
Score: -7637063.500000 Penalty: 2637.805420
	Iteration 0F: 2 clusters Score -7637064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -7609252.000000 Penalty: 5275.610840
	Iteration 0F: 3 clusters Score -7609252 nChanged 19171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -7619655.000000 Penalty: 5275.610840
	Iteration 1F: 3 clusters Score -7619655 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -7620096.000000 Penalty: 5275.610840
	Iteration 2Q: 3 clusters Score -7620096 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -7620584.500000 Penalty: 5275.610840
	Iteration 3Q: 3 clusters Score -7620584 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -7621078.500000 Penalty: 5275.610840
	Iteration 4Q: 3 clusters Score -7621078 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -7621676.500000 Penalty: 5275.610840
	Iteration 5Q: 3 clusters Score -7621676 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -7622525.000000 Penalty: 5275.610840
	Iteration 6Q: 3 clusters Score -7622525 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -7623724.000000 Penalty: 5275.610840
	Iteration 7F: 3 clusters Score -7623724 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -7625457.000000 Penalty: 5275.610840
	Iteration 8F: 3 clusters Score -7625457 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -7627811.000000 Penalty: 5275.610840
	Iteration 9F: 3 clusters Score -7627811 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -7630294.000000 Penalty: 5275.610840
	Iteration 10F: 3 clusters Score -7630294 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38444 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -7632292.000000 Penalty: 5275.610840
	Iteration 11F: 3 clusters Score -7632292 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -7633524.000000 Penalty: 5275.610840
	Iteration 12Q: 3 clusters Score -7633524 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40504 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -7634087.000000 Penalty: 5275.610840
	Iteration 13Q: 3 clusters Score -7634087 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40852 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -7634421.000000 Penalty: 5275.610840
	Iteration 14Q: 3 clusters Score -7634421 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -7634579.000000 Penalty: 5275.610840
	Iteration 15Q: 3 clusters Score -7634579 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -7634668.000000 Penalty: 5275.610840
	Iteration 16Q: 3 clusters Score -7634668 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41189 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -7634717.500000 Penalty: 5275.610840
	Iteration 17Q: 3 clusters Score -7634718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -7634751.000000 Penalty: 5275.610840
	Iteration 18Q: 3 clusters Score -7634751 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41231 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7634780.500000 Penalty: 5275.610840
	Iteration 19Q: 3 clusters Score -7634780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -7634802.000000 Penalty: 5275.610840
	Iteration 20F: 3 clusters Score -7634802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41251 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -7634818.000000 Penalty: 5275.610840
	Iteration 21Q: 3 clusters Score -7634818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41256 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -7634823.000000 Penalty: 5275.610840
	Iteration 22Q: 3 clusters Score -7634823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41259 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -7634823.000000 Penalty: 5275.610840
	Iteration 23Q: 3 clusters Score -7634823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -7634825.500000 Penalty: 5275.610840
	Iteration 24Q: 3 clusters Score -7634826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41264 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -7634827.000000 Penalty: 5275.610840
	Iteration 25Q: 3 clusters Score -7634827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -7634829.000000 Penalty: 5275.610840
	Iteration 26Q: 3 clusters Score -7634829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41265 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -7634829.000000 Penalty: 5275.610840
	Iteration 27F: 3 clusters Score -7634829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (44710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Entering Unmasked Estep 
Score: -8233223.500000 Penalty: 2655.572266
	Iteration 0F: 2 clusters Score -8233224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -8204220.500000 Penalty: 5311.144531
	Iteration 0F: 3 clusters Score -8204220 nChanged 20517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -8215375.500000 Penalty: 5311.144531
	Iteration 1F: 3 clusters Score -8215376 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -8215943.500000 Penalty: 5311.144531
	Iteration 2Q: 3 clusters Score -8215944 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -8216529.000000 Penalty: 5311.144531
	Iteration 3Q: 3 clusters Score -8216529 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27395 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -8217372.500000 Penalty: 5311.144531
	Iteration 4Q: 3 clusters Score -8217372 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -8218668.500000 Penalty: 5311.144531
	Iteration 5F: 3 clusters Score -8218668 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32742 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -8220748.000000 Penalty: 5311.144531
	Iteration 6F: 3 clusters Score -8220748 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36437 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -8223891.500000 Penalty: 5311.144531
	Iteration 7F: 3 clusters Score -8223892 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -8227154.000000 Penalty: 5311.144531
	Iteration 8F: 3 clusters Score -8227154 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42607 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -8229384.000000 Penalty: 5311.144531
	Iteration 9F: 3 clusters Score -8229384 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -8230366.500000 Penalty: 5311.144531
	Iteration 10Q: 3 clusters Score -8230366 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44273 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -8230660.000000 Penalty: 5311.144531
	Iteration 11Q: 3 clusters Score -8230660 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -8230769.000000 Penalty: 5311.144531
	Iteration 12Q: 3 clusters Score -8230769 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44452 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8230823.500000 Penalty: 5311.144531
	Iteration 13Q: 3 clusters Score -8230824 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -8230881.500000 Penalty: 5311.144531
	Iteration 14Q: 3 clusters Score -8230882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44487 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -8230907.500000 Penalty: 5311.144531
	Iteration 15Q: 3 clusters Score -8230908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44498 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -8230930.000000 Penalty: 5311.144531
	Iteration 16Q: 3 clusters Score -8230930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44499 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -8230931.000000 Penalty: 5311.144531
	Iteration 17Q: 3 clusters Score -8230931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44506 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -8230945.000000 Penalty: 5311.144531
	Iteration 18Q: 3 clusters Score -8230945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44509 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -8230955.500000 Penalty: 5311.144531
	Iteration 19Q: 3 clusters Score -8230956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44512 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -8230958.000000 Penalty: 5311.144531
	Iteration 20F: 3 clusters Score -8230958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44514 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -8230968.000000 Penalty: 5311.144531
	Iteration 21Q: 3 clusters Score -8230968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44516 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -8230965.500000 Penalty: 5311.144531
	Iteration 22Q: 3 clusters Score -8230966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -8230965.000000 Penalty: 5311.144531
	Iteration 23Q: 3 clusters Score -8230965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44519 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -8230969.500000 Penalty: 5311.144531
	Iteration 24Q: 3 clusters Score -8230970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44521 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -8230966.000000 Penalty: 5311.144531
	Iteration 25Q: 3 clusters Score -8230966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -8230967.000000 Penalty: 5311.144531
	Iteration 26Q: 3 clusters Score -8230967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44522 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -8230967.000000 Penalty: 5311.144531
	Iteration 27F: 3 clusters Score -8230967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46810 members 
Entering Unmasked Estep 
Score: -8571585.000000 Penalty: 2666.955322
	Iteration 0F: 2 clusters Score -8571585 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -8541590.000000 Penalty: 5333.910645
	Iteration 0F: 3 clusters Score -8541590 nChanged 21606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -8554028.000000 Penalty: 5333.910645
	Iteration 1F: 3 clusters Score -8554028 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -8554898.000000 Penalty: 5333.910645
	Iteration 2Q: 3 clusters Score -8554898 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -8556159.000000 Penalty: 5333.910645
	Iteration 3F: 3 clusters Score -8556159 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -8557918.000000 Penalty: 5333.910645
	Iteration 4F: 3 clusters Score -8557918 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -8560258.000000 Penalty: 5333.910645
	Iteration 5F: 3 clusters Score -8560258 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 33375 members 
Entering Unmasked Estep 
Score: -8563109.000000 Penalty: 5333.910645
	Iteration 6F: 3 clusters Score -8563109 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -8565744.000000 Penalty: 5333.910645
	Iteration 7F: 3 clusters Score -8565744 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 37681 members 
Entering Unmasked Estep 
Score: -8567799.000000 Penalty: 5333.910645
	Iteration 8F: 3 clusters Score -8567799 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -8569073.000000 Penalty: 5333.910645
	Iteration 9Q: 3 clusters Score -8569073 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 39859 members 
Entering Unmasked Estep 
Score: -8569802.000000 Penalty: 5333.910645
	Iteration 10Q: 3 clusters Score -8569802 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -8570201.000000 Penalty: 5333.910645
	Iteration 11Q: 3 clusters Score -8570201 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 41098 members 
Entering Unmasked Estep 
Score: -8570416.000000 Penalty: 5333.910645
	Iteration 12Q: 3 clusters Score -8570416 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -8570574.000000 Penalty: 5333.910645
	Iteration 13Q: 3 clusters Score -8570574 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -8570717.000000 Penalty: 5333.910645
	Iteration 14Q: 3 clusters Score -8570717 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -8570780.000000 Penalty: 5333.910645
	Iteration 15Q: 3 clusters Score -8570780 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 42311 members 
Entering Unmasked Estep 
Score: -8570806.000000 Penalty: 5333.910645
	Iteration 16Q: 3 clusters Score -8570806 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -8570814.000000 Penalty: 5333.910645
	Iteration 17Q: 3 clusters Score -8570814 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -8570811.000000 Penalty: 5333.910645
	Iteration 18Q: 3 clusters Score -8570811 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -8570822.000000 Penalty: 5333.910645
	Iteration 19Q: 3 clusters Score -8570822 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 42819 members 
Entering Unmasked Estep 
Score: -8570839.000000 Penalty: 5333.910645
	Iteration 20F: 3 clusters Score -8570839 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 42890 members 
Entering Unmasked Estep 
Score: -8570845.000000 Penalty: 5333.910645
	Iteration 21Q: 3 clusters Score -8570845 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -8570854.000000 Penalty: 5333.910645
	Iteration 22Q: 3 clusters Score -8570854 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -8570868.000000 Penalty: 5333.910645
	Iteration 23Q: 3 clusters Score -8570868 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -8570860.000000 Penalty: 5333.910645
	Iteration 24Q: 3 clusters Score -8570860 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 43073 members 
Entering Unmasked Estep 
Score: -8570861.000000 Penalty: 5333.910645
	Iteration 25Q: 3 clusters Score -8570861 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 43104 members 
Entering Unmasked Estep 
Score: -8570864.000000 Penalty: 5333.910645
	Iteration 26Q: 3 clusters Score -8570864 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -8570850.000000 Penalty: 5333.910645
	Iteration 27Q: 3 clusters Score -8570850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -8570860.000000 Penalty: 5333.910645
	Iteration 28Q: 3 clusters Score -8570860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 43169 members 
Entering Unmasked Estep 
Score: -8570854.000000 Penalty: 5333.910645
	Iteration 29Q: 3 clusters Score -8570854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -8570857.000000 Penalty: 5333.910645
	Iteration 30Q: 3 clusters Score -8570857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -8570862.000000 Penalty: 5333.910645
	Iteration 31Q: 3 clusters Score -8570862 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -8570860.000000 Penalty: 5333.910645
	Iteration 32Q: 3 clusters Score -8570860 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -8570852.000000 Penalty: 5333.910645
	Iteration 33Q: 3 clusters Score -8570852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 43265 members 
Entering Unmasked Estep 
Score: -8570849.000000 Penalty: 5333.910645
	Iteration 34Q: 3 clusters Score -8570849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -8570863.000000 Penalty: 5333.910645
	Iteration 35Q: 3 clusters Score -8570863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 43287 members 
Entering Unmasked Estep 
Score: -8570869.000000 Penalty: 5333.910645
	Iteration 36Q: 3 clusters Score -8570869 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 43298 members 
Entering Unmasked Estep 
Score: -8570869.000000 Penalty: 5333.910645
	Iteration 37Q: 3 clusters Score -8570869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 43303 members 
Entering Unmasked Estep 
Score: -8570867.000000 Penalty: 5333.910645
	Iteration 38Q: 3 clusters Score -8570867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -8570877.000000 Penalty: 5333.910645
	Iteration 39Q: 3 clusters Score -8570877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -8570869.000000 Penalty: 5333.910645
	Iteration 40F: 3 clusters Score -8570869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 43318 members 
Entering Unmasked Estep 
Score: -8570879.000000 Penalty: 5333.910645
	Iteration 41Q: 3 clusters Score -8570879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 43322 members 
Entering Unmasked Estep 
Score: -8570870.000000 Penalty: 5333.910645
	Iteration 42Q: 3 clusters Score -8570870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 43325 members 
Entering Unmasked Estep 
Score: -8570863.000000 Penalty: 5333.910645
	Iteration 43Q: 3 clusters Score -8570863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 43328 members 
Entering Unmasked Estep 
Score: -8570862.000000 Penalty: 5333.910645
	Iteration 44Q: 3 clusters Score -8570862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -8570864.000000 Penalty: 5333.910645
	Iteration 45Q: 3 clusters Score -8570864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 43345 members 
Entering Unmasked Estep 
Score: -8570856.000000 Penalty: 5333.910645
	Iteration 46Q: 3 clusters Score -8570856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 43353 members 
Entering Unmasked Estep 
Score: -8570856.000000 Penalty: 5333.910645
	Iteration 47Q: 3 clusters Score -8570856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 43361 members 
Entering Unmasked Estep 
Score: -8570843.000000 Penalty: 5333.910645
	Iteration 48Q: 3 clusters Score -8570843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -8570844.000000 Penalty: 5333.910645
	Iteration 49Q: 3 clusters Score -8570844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -8570827.000000 Penalty: 5333.910645
	Iteration 50Q: 3 clusters Score -8570827 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 43411 members 
Entering Unmasked Estep 
Score: -8570842.000000 Penalty: 5333.910645
	Iteration 51Q: 3 clusters Score -8570842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 43423 members 
Entering Unmasked Estep 
Score: -8570833.000000 Penalty: 5333.910645
	Iteration 52Q: 3 clusters Score -8570833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 43426 members 
Entering Unmasked Estep 
Score: -8570837.000000 Penalty: 5333.910645
	Iteration 53Q: 3 clusters Score -8570837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 43429 members 
Entering Unmasked Estep 
Score: -8570839.000000 Penalty: 5333.910645
	Iteration 54Q: 3 clusters Score -8570839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 43432 members 
Entering Unmasked Estep 
Score: -8570830.000000 Penalty: 5333.910645
	Iteration 55Q: 3 clusters Score -8570830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 43434 members 
Entering Unmasked Estep 
Score: -8570825.000000 Penalty: 5333.910645
	Iteration 56Q: 3 clusters Score -8570825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
Score: -8570832.000000 Penalty: 5333.910645
	Iteration 57Q: 3 clusters Score -8570832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 43437 members 
Entering Unmasked Estep 
Score: -8570834.000000 Penalty: 5333.910645
	Iteration 58Q: 3 clusters Score -8570834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -8570828.000000 Penalty: 5333.910645
	Iteration 59Q: 3 clusters Score -8570828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
Score: -8570834.000000 Penalty: 5333.910645
	Iteration 60F: 3 clusters Score -8570834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 43442 members 
Entering Unmasked Estep 
Score: -8570825.000000 Penalty: 5333.910645
	Iteration 61Q: 3 clusters Score -8570825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 43444 members 
Entering Unmasked Estep 
Score: -8570830.000000 Penalty: 5333.910645
	Iteration 62Q: 3 clusters Score -8570830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 43448 members 
Entering Unmasked Estep 
Score: -8570826.000000 Penalty: 5333.910645
	Iteration 63Q: 3 clusters Score -8570826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 43453 members 
Entering Unmasked Estep 
Score: -8570828.000000 Penalty: 5333.910645
	Iteration 64Q: 3 clusters Score -8570828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 43455 members 
Entering Unmasked Estep 
Score: -8570823.000000 Penalty: 5333.910645
	Iteration 65Q: 3 clusters Score -8570823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 43459 members 
Entering Unmasked Estep 
Score: -8570822.000000 Penalty: 5333.910645
	Iteration 66Q: 3 clusters Score -8570822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -8570823.000000 Penalty: 5333.910645
	Iteration 67Q: 3 clusters Score -8570823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -8570821.000000 Penalty: 5333.910645
	Iteration 68Q: 3 clusters Score -8570821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
Score: -8570821.000000 Penalty: 5333.910645
	Iteration 69Q: 3 clusters Score -8570821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -8570818.000000 Penalty: 5333.910645
	Iteration 70Q: 3 clusters Score -8570818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 43476 members 
Entering Unmasked Estep 
Score: -8570820.000000 Penalty: 5333.910645
	Iteration 71Q: 3 clusters Score -8570820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 43476 members 
Entering Unmasked Estep 
Score: -8570820.000000 Penalty: 5333.910645
	Iteration 72F: 3 clusters Score -8570820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -69771.125000 Penalty: 1502.082520
	Iteration 0F: 2 clusters Score -69771.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -68420.765625 Penalty: 3004.165039
	Iteration 0F: 3 clusters Score -68420.77 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -68732.132812 Penalty: 3004.165039
	Iteration 1F: 3 clusters Score -68732.13 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -68893.406250 Penalty: 3004.165039
	Iteration 2F: 3 clusters Score -68893.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -69002.937500 Penalty: 3004.165039
	Iteration 3Q: 3 clusters Score -69002.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -69099.460938 Penalty: 3004.165039
	Iteration 4Q: 3 clusters Score -69099.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -69215.273438 Penalty: 3004.165039
	Iteration 5Q: 3 clusters Score -69215.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -69281.148438 Penalty: 3004.165039
	Iteration 6Q: 3 clusters Score -69281.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -69334.664062 Penalty: 3004.165039
	Iteration 7Q: 3 clusters Score -69334.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -69354.695312 Penalty: 3004.165039
	Iteration 8Q: 3 clusters Score -69354.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -69376.562500 Penalty: 3004.165039
	Iteration 9Q: 3 clusters Score -69376.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -69380.390625 Penalty: 3004.165039
	Iteration 10Q: 3 clusters Score -69380.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -69397.421875 Penalty: 3004.165039
	Iteration 11Q: 3 clusters Score -69397.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -69397.421875 Penalty: 3004.165039
	Iteration 12F: 3 clusters Score -69397.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Entering Unmasked Estep 
Score: -4376427.000000 Penalty: 2507.787109
	Iteration 0F: 2 clusters Score -4376427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -4359414.500000 Penalty: 5015.574219
	Iteration 0F: 3 clusters Score -4359414 nChanged 10985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -4365236.500000 Penalty: 5015.574219
	Iteration 1F: 3 clusters Score -4365236 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -4365663.000000 Penalty: 5015.574219
	Iteration 2Q: 3 clusters Score -4365663 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -4366045.000000 Penalty: 5015.574219
	Iteration 3Q: 3 clusters Score -4366045 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -4366421.000000 Penalty: 5015.574219
	Iteration 4Q: 3 clusters Score -4366421 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -4366862.000000 Penalty: 5015.574219
	Iteration 5Q: 3 clusters Score -4366862 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -4367397.500000 Penalty: 5015.574219
	Iteration 6Q: 3 clusters Score -4367398 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 15132 members 
Entering Unmasked Estep 
Score: -4367972.000000 Penalty: 5015.574219
	Iteration 7Q: 3 clusters Score -4367972 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -4368676.000000 Penalty: 5015.574219
	Iteration 8F: 3 clusters Score -4368676 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -4369446.500000 Penalty: 5015.574219
	Iteration 9F: 3 clusters Score -4369446 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -4370214.000000 Penalty: 5015.574219
	Iteration 10F: 3 clusters Score -4370214 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -4370865.500000 Penalty: 5015.574219
	Iteration 11Q: 3 clusters Score -4370866 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -4371322.500000 Penalty: 5015.574219
	Iteration 12Q: 3 clusters Score -4371322 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -4371693.500000 Penalty: 5015.574219
	Iteration 13Q: 3 clusters Score -4371694 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -4371997.500000 Penalty: 5015.574219
	Iteration 14Q: 3 clusters Score -4371998 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -4372239.500000 Penalty: 5015.574219
	Iteration 15Q: 3 clusters Score -4372240 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -4372506.000000 Penalty: 5015.574219
	Iteration 16Q: 3 clusters Score -4372506 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -4372841.000000 Penalty: 5015.574219
	Iteration 17Q: 3 clusters Score -4372841 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -4373170.000000 Penalty: 5015.574219
	Iteration 18Q: 3 clusters Score -4373170 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -4373448.500000 Penalty: 5015.574219
	Iteration 19Q: 3 clusters Score -4373448 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -4373662.000000 Penalty: 5015.574219
	Iteration 20F: 3 clusters Score -4373662 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -4373818.500000 Penalty: 5015.574219
	Iteration 21Q: 3 clusters Score -4373818 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -4373936.000000 Penalty: 5015.574219
	Iteration 22Q: 3 clusters Score -4373936 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -4374022.000000 Penalty: 5015.574219
	Iteration 23Q: 3 clusters Score -4374022 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -4374068.000000 Penalty: 5015.574219
	Iteration 24Q: 3 clusters Score -4374068 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 24024 members 
Entering Unmasked Estep 
Score: -4374111.000000 Penalty: 5015.574219
	Iteration 25Q: 3 clusters Score -4374111 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -4374134.000000 Penalty: 5015.574219
	Iteration 26Q: 3 clusters Score -4374134 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -4374160.500000 Penalty: 5015.574219
	Iteration 27Q: 3 clusters Score -4374160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -4374170.000000 Penalty: 5015.574219
	Iteration 28Q: 3 clusters Score -4374170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -4374182.500000 Penalty: 5015.574219
	Iteration 29Q: 3 clusters Score -4374182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -4374196.500000 Penalty: 5015.574219
	Iteration 30Q: 3 clusters Score -4374196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -4374205.000000 Penalty: 5015.574219
	Iteration 31Q: 3 clusters Score -4374205 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -4374215.000000 Penalty: 5015.574219
	Iteration 32Q: 3 clusters Score -4374215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -4374223.500000 Penalty: 5015.574219
	Iteration 33Q: 3 clusters Score -4374224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -4374225.000000 Penalty: 5015.574219
	Iteration 34Q: 3 clusters Score -4374225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -4374233.500000 Penalty: 5015.574219
	Iteration 35Q: 3 clusters Score -4374234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -4374235.500000 Penalty: 5015.574219
	Iteration 36Q: 3 clusters Score -4374236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 24162 members 
Entering Unmasked Estep 
Score: -4374240.500000 Penalty: 5015.574219
	Iteration 37Q: 3 clusters Score -4374240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -4374245.500000 Penalty: 5015.574219
	Iteration 38Q: 3 clusters Score -4374246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -4374246.000000 Penalty: 5015.574219
	Iteration 39Q: 3 clusters Score -4374246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -4374244.000000 Penalty: 5015.574219
	Iteration 40F: 3 clusters Score -4374244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -4374248.000000 Penalty: 5015.574219
	Iteration 41Q: 3 clusters Score -4374248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -4374249.000000 Penalty: 5015.574219
	Iteration 42Q: 3 clusters Score -4374249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -4374248.000000 Penalty: 5015.574219
	Iteration 43Q: 3 clusters Score -4374248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -4374251.000000 Penalty: 5015.574219
	Iteration 44Q: 3 clusters Score -4374251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -4374256.500000 Penalty: 5015.574219
	Iteration 45Q: 3 clusters Score -4374256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -4374260.500000 Penalty: 5015.574219
	Iteration 46Q: 3 clusters Score -4374260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -4374265.500000 Penalty: 5015.574219
	Iteration 47Q: 3 clusters Score -4374266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -4374269.000000 Penalty: 5015.574219
	Iteration 48Q: 3 clusters Score -4374269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -4374271.500000 Penalty: 5015.574219
	Iteration 49Q: 3 clusters Score -4374272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -4374271.500000 Penalty: 5015.574219
	Iteration 50F: 3 clusters Score -4374272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (49802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49802 members 
Entering Unmasked Estep 
Score: -9186339.000000 Penalty: 2682.321045
	Iteration 0F: 2 clusters Score -9186339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -9156097.000000 Penalty: 5364.642090
	Iteration 0F: 3 clusters Score -9156097 nChanged 23019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -9168876.000000 Penalty: 5364.642090
	Iteration 1F: 3 clusters Score -9168876 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -9169387.000000 Penalty: 5364.642090
	Iteration 2Q: 3 clusters Score -9169387 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -9169815.000000 Penalty: 5364.642090
	Iteration 3Q: 3 clusters Score -9169815 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23404 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -9170244.000000 Penalty: 5364.642090
	Iteration 4Q: 3 clusters Score -9170244 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -9170718.000000 Penalty: 5364.642090
	Iteration 5Q: 3 clusters Score -9170718 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -9171296.000000 Penalty: 5364.642090
	Iteration 6Q: 3 clusters Score -9171296 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -9171991.000000 Penalty: 5364.642090
	Iteration 7Q: 3 clusters Score -9171991 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -9172940.000000 Penalty: 5364.642090
	Iteration 8Q: 3 clusters Score -9172940 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -9174377.000000 Penalty: 5364.642090
	Iteration 9Q: 3 clusters Score -9174377 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -9176466.000000 Penalty: 5364.642090
	Iteration 10F: 3 clusters Score -9176466 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -9178587.000000 Penalty: 5364.642090
	Iteration 11F: 3 clusters Score -9178587 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -9180351.000000 Penalty: 5364.642090
	Iteration 12Q: 3 clusters Score -9180351 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 41139 members 
Entering Unmasked Estep 
Score: -9181505.000000 Penalty: 5364.642090
	Iteration 13Q: 3 clusters Score -9181505 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 42376 members 
Entering Unmasked Estep 
Score: -9182272.000000 Penalty: 5364.642090
	Iteration 14Q: 3 clusters Score -9182272 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
Score: -9182676.000000 Penalty: 5364.642090
	Iteration 15Q: 3 clusters Score -9182676 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 44263 members 
Entering Unmasked Estep 
Score: -9183001.000000 Penalty: 5364.642090
	Iteration 16Q: 3 clusters Score -9183001 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 45074 members 
Entering Unmasked Estep 
Score: -9183183.000000 Penalty: 5364.642090
	Iteration 17Q: 3 clusters Score -9183183 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -9183345.000000 Penalty: 5364.642090
	Iteration 18Q: 3 clusters Score -9183345 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 46413 members 
Entering Unmasked Estep 
Score: -9183418.000000 Penalty: 5364.642090
	Iteration 19Q: 3 clusters Score -9183418 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 46943 members 
Entering Unmasked Estep 
Score: -9183553.000000 Penalty: 5364.642090
	Iteration 20F: 3 clusters Score -9183553 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 47365 members 
Entering Unmasked Estep 
Score: -9183676.000000 Penalty: 5364.642090
	Iteration 21Q: 3 clusters Score -9183676 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 47703 members 
Entering Unmasked Estep 
Score: -9183770.000000 Penalty: 5364.642090
	Iteration 22Q: 3 clusters Score -9183770 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 47976 members 
Entering Unmasked Estep 
Score: -9183823.000000 Penalty: 5364.642090
	Iteration 23Q: 3 clusters Score -9183823 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 48186 members 
Entering Unmasked Estep 
Score: -9183856.000000 Penalty: 5364.642090
	Iteration 24Q: 3 clusters Score -9183856 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 48373 members 
Entering Unmasked Estep 
Score: -9183906.000000 Penalty: 5364.642090
	Iteration 25Q: 3 clusters Score -9183906 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 48524 members 
Entering Unmasked Estep 
Score: -9183933.000000 Penalty: 5364.642090
	Iteration 26Q: 3 clusters Score -9183933 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 48647 members 
Entering Unmasked Estep 
Score: -9183965.000000 Penalty: 5364.642090
	Iteration 27Q: 3 clusters Score -9183965 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 48751 members 
Entering Unmasked Estep 
Score: -9183990.000000 Penalty: 5364.642090
	Iteration 28Q: 3 clusters Score -9183990 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 48833 members 
Entering Unmasked Estep 
Score: -9184038.000000 Penalty: 5364.642090
	Iteration 29Q: 3 clusters Score -9184038 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 48892 members 
Entering Unmasked Estep 
Score: -9184056.000000 Penalty: 5364.642090
	Iteration 30Q: 3 clusters Score -9184056 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 48941 members 
Entering Unmasked Estep 
Score: -9184079.000000 Penalty: 5364.642090
	Iteration 31Q: 3 clusters Score -9184079 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 48975 members 
Entering Unmasked Estep 
Score: -9184097.000000 Penalty: 5364.642090
	Iteration 32Q: 3 clusters Score -9184097 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 49002 members 
Entering Unmasked Estep 
Score: -9184111.000000 Penalty: 5364.642090
	Iteration 33Q: 3 clusters Score -9184111 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 49024 members 
Entering Unmasked Estep 
Score: -9184116.000000 Penalty: 5364.642090
	Iteration 34Q: 3 clusters Score -9184116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -9184110.000000 Penalty: 5364.642090
	Iteration 35Q: 3 clusters Score -9184110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 49063 members 
Entering Unmasked Estep 
Score: -9184143.000000 Penalty: 5364.642090
	Iteration 36Q: 3 clusters Score -9184143 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 49082 members 
Entering Unmasked Estep 
Score: -9184156.000000 Penalty: 5364.642090
	Iteration 37Q: 3 clusters Score -9184156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 49097 members 
Entering Unmasked Estep 
Score: -9184167.000000 Penalty: 5364.642090
	Iteration 38Q: 3 clusters Score -9184167 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 49110 members 
Entering Unmasked Estep 
Score: -9184162.000000 Penalty: 5364.642090
	Iteration 39Q: 3 clusters Score -9184162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 49124 members 
Entering Unmasked Estep 
Score: -9184157.000000 Penalty: 5364.642090
	Iteration 40F: 3 clusters Score -9184157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 49128 members 
Entering Unmasked Estep 
Score: -9184159.000000 Penalty: 5364.642090
	Iteration 41Q: 3 clusters Score -9184159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 49135 members 
Entering Unmasked Estep 
Score: -9184157.000000 Penalty: 5364.642090
	Iteration 42Q: 3 clusters Score -9184157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 49141 members 
Entering Unmasked Estep 
Score: -9184164.000000 Penalty: 5364.642090
	Iteration 43Q: 3 clusters Score -9184164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 49147 members 
Entering Unmasked Estep 
Score: -9184164.000000 Penalty: 5364.642090
	Iteration 44Q: 3 clusters Score -9184164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 49152 members 
Entering Unmasked Estep 
Score: -9184166.000000 Penalty: 5364.642090
	Iteration 45Q: 3 clusters Score -9184166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 49155 members 
Entering Unmasked Estep 
Score: -9184172.000000 Penalty: 5364.642090
	Iteration 46Q: 3 clusters Score -9184172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 49158 members 
Entering Unmasked Estep 
Score: -9184169.000000 Penalty: 5364.642090
	Iteration 47Q: 3 clusters Score -9184169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -9184164.000000 Penalty: 5364.642090
	Iteration 48Q: 3 clusters Score -9184164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 49160 members 
Entering Unmasked Estep 
Score: -9184162.000000 Penalty: 5364.642090
	Iteration 49Q: 3 clusters Score -9184162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 49161 members 
Entering Unmasked Estep 
Score: -9184167.000000 Penalty: 5364.642090
	Iteration 50Q: 3 clusters Score -9184167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 49162 members 
Entering Unmasked Estep 
Score: -9184165.000000 Penalty: 5364.642090
	Iteration 51Q: 3 clusters Score -9184165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 49163 members 
Entering Unmasked Estep 
Score: -9184161.000000 Penalty: 5364.642090
	Iteration 52Q: 3 clusters Score -9184161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 49163 members 
Entering Unmasked Estep 
Score: -9184161.000000 Penalty: 5364.642090
	Iteration 53F: 3 clusters Score -9184161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Entering Unmasked Estep 
Score: -374165.906250 Penalty: 1910.121948
	Iteration 0F: 2 clusters Score -374165.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -371425.218750 Penalty: 3820.243896
	Iteration 0F: 3 clusters Score -371425.2 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -372097.062500 Penalty: 3820.243896
	Iteration 1F: 3 clusters Score -372097.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -372626.156250 Penalty: 3820.243896
	Iteration 2F: 3 clusters Score -372626.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -373280.562500 Penalty: 3820.243896
	Iteration 3F: 3 clusters Score -373280.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -373801.500000 Penalty: 3820.243896
	Iteration 4F: 3 clusters Score -373801.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -374032.500000 Penalty: 3820.243896
	Iteration 5F: 3 clusters Score -374032.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -374142.593750 Penalty: 3820.243896
	Iteration 6Q: 3 clusters Score -374142.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -374203.156250 Penalty: 3820.243896
	Iteration 7Q: 3 clusters Score -374203.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -374228.687500 Penalty: 3820.243896
	Iteration 8Q: 3 clusters Score -374228.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -374245.031250 Penalty: 3820.243896
	Iteration 9Q: 3 clusters Score -374245 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -374262.750000 Penalty: 3820.243896
	Iteration 10Q: 3 clusters Score -374262.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -374281.656250 Penalty: 3820.243896
	Iteration 11Q: 3 clusters Score -374281.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -374295.718750 Penalty: 3820.243896
	Iteration 12Q: 3 clusters Score -374295.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -374302.375000 Penalty: 3820.243896
	Iteration 13Q: 3 clusters Score -374302.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -374306.218750 Penalty: 3820.243896
	Iteration 14Q: 3 clusters Score -374306.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -374307.812500 Penalty: 3820.243896
	Iteration 15Q: 3 clusters Score -374307.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -374310.750000 Penalty: 3820.243896
	Iteration 16Q: 3 clusters Score -374310.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -374312.687500 Penalty: 3820.243896
	Iteration 17Q: 3 clusters Score -374312.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -374318.343750 Penalty: 3820.243896
	Iteration 18Q: 3 clusters Score -374318.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -374327.468750 Penalty: 3820.243896
	Iteration 19Q: 3 clusters Score -374327.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -374336.125000 Penalty: 3820.243896
	Iteration 20F: 3 clusters Score -374336.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -374345.531250 Penalty: 3820.243896
	Iteration 21Q: 3 clusters Score -374345.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -374359.375000 Penalty: 3820.243896
	Iteration 22Q: 3 clusters Score -374359.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -374368.625000 Penalty: 3820.243896
	Iteration 23Q: 3 clusters Score -374368.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -374375.843750 Penalty: 3820.243896
	Iteration 24Q: 3 clusters Score -374375.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -374383.937500 Penalty: 3820.243896
	Iteration 25Q: 3 clusters Score -374383.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -374388.875000 Penalty: 3820.243896
	Iteration 26Q: 3 clusters Score -374388.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -374396.343750 Penalty: 3820.243896
	Iteration 27Q: 3 clusters Score -374396.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -374410.718750 Penalty: 3820.243896
	Iteration 28Q: 3 clusters Score -374410.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -374418.687500 Penalty: 3820.243896
	Iteration 29Q: 3 clusters Score -374418.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -374423.500000 Penalty: 3820.243896
	Iteration 30Q: 3 clusters Score -374423.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -374425.375000 Penalty: 3820.243896
	Iteration 31Q: 3 clusters Score -374425.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -374426.000000 Penalty: 3820.243896
	Iteration 32Q: 3 clusters Score -374426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -374426.562500 Penalty: 3820.243896
	Iteration 33Q: 3 clusters Score -374426.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -374427.750000 Penalty: 3820.243896
	Iteration 34Q: 3 clusters Score -374427.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -374428.406250 Penalty: 3820.243896
	Iteration 35Q: 3 clusters Score -374428.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -374431.406250 Penalty: 3820.243896
	Iteration 36Q: 3 clusters Score -374431.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -374437.343750 Penalty: 3820.243896
	Iteration 37Q: 3 clusters Score -374437.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -374447.031250 Penalty: 3820.243896
	Iteration 38Q: 3 clusters Score -374447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -374450.906250 Penalty: 3820.243896
	Iteration 39Q: 3 clusters Score -374450.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -374451.312500 Penalty: 3820.243896
	Iteration 40F: 3 clusters Score -374451.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -374452.125000 Penalty: 3820.243896
	Iteration 41Q: 3 clusters Score -374452.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -374453.531250 Penalty: 3820.243896
	Iteration 42Q: 3 clusters Score -374453.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -374453.531250 Penalty: 3820.243896
	Iteration 43F: 3 clusters Score -374453.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 41619 members 
Mstep: Class 3 contains 44710 members 
Mstep: Class 4 contains 46810 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24638 members 
Mstep: Class 7 contains 49802 members 
Mstep: Class 8 contains 1863 members 
Mstep: Class 9 contains 47044 members 
Mstep: Class 10 contains 42604 members 
Mstep: Class 11 contains 47224 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 40446 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 44429 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47477 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43140 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50733 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 350 members 
Entering Unmasked Estep 
Score: -111241104.000000 Penalty: 82671.179688
Splitting cluster 8 changes total score from -111242048.000000 to -111241104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (47044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47044 members 
Entering Unmasked Estep 
Score: -8714655.000000 Penalty: 2668.191895
	Iteration 0F: 2 clusters Score -8714655 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -8685207.000000 Penalty: 5336.383789
	Iteration 0F: 3 clusters Score -8685207 nChanged 21592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -8697306.000000 Penalty: 5336.383789
	Iteration 1F: 3 clusters Score -8697306 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -8697878.000000 Penalty: 5336.383789
	Iteration 2Q: 3 clusters Score -8697878 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -8698540.000000 Penalty: 5336.383789
	Iteration 3Q: 3 clusters Score -8698540 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -8699484.000000 Penalty: 5336.383789
	Iteration 4Q: 3 clusters Score -8699484 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -8701015.000000 Penalty: 5336.383789
	Iteration 5F: 3 clusters Score -8701015 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -8703395.000000 Penalty: 5336.383789
	Iteration 6F: 3 clusters Score -8703395 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38731 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -8706460.000000 Penalty: 5336.383789
	Iteration 7F: 3 clusters Score -8706460 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42227 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -8709516.000000 Penalty: 5336.383789
	Iteration 8F: 3 clusters Score -8709516 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44700 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -8711152.000000 Penalty: 5336.383789
	Iteration 9F: 3 clusters Score -8711152 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -8711772.000000 Penalty: 5336.383789
	Iteration 10Q: 3 clusters Score -8711772 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46501 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8712036.000000 Penalty: 5336.383789
	Iteration 11Q: 3 clusters Score -8712036 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46697 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8712213.000000 Penalty: 5336.383789
	Iteration 12Q: 3 clusters Score -8712213 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46758 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -8712289.000000 Penalty: 5336.383789
	Iteration 13Q: 3 clusters Score -8712289 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46783 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8712313.000000 Penalty: 5336.383789
	Iteration 14Q: 3 clusters Score -8712313 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46801 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -8712330.000000 Penalty: 5336.383789
	Iteration 15Q: 3 clusters Score -8712330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46810 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -8712347.000000 Penalty: 5336.383789
	Iteration 16Q: 3 clusters Score -8712347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46812 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8712352.000000 Penalty: 5336.383789
	Iteration 17Q: 3 clusters Score -8712352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46816 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -8712351.000000 Penalty: 5336.383789
	Iteration 18Q: 3 clusters Score -8712351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -8712357.000000 Penalty: 5336.383789
	Iteration 19Q: 3 clusters Score -8712357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -8712357.000000 Penalty: 5336.383789
	Iteration 20F: 3 clusters Score -8712357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Entering Unmasked Estep 
Score: -7823289.000000 Penalty: 2643.606445
	Iteration 0F: 2 clusters Score -7823289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -7795285.500000 Penalty: 5287.212891
	Iteration 0F: 3 clusters Score -7795286 nChanged 19451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -7805755.000000 Penalty: 5287.212891
	Iteration 1F: 3 clusters Score -7805755 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -7806155.000000 Penalty: 5287.212891
	Iteration 2Q: 3 clusters Score -7806155 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -7806599.000000 Penalty: 5287.212891
	Iteration 3Q: 3 clusters Score -7806599 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22124 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -7806887.500000 Penalty: 5287.212891
	Iteration 4Q: 3 clusters Score -7806888 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -7807283.500000 Penalty: 5287.212891
	Iteration 5Q: 3 clusters Score -7807284 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -7807716.000000 Penalty: 5287.212891
	Iteration 6Q: 3 clusters Score -7807716 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -7808248.500000 Penalty: 5287.212891
	Iteration 7Q: 3 clusters Score -7808248 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -7809009.000000 Penalty: 5287.212891
	Iteration 8Q: 3 clusters Score -7809009 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -7810221.000000 Penalty: 5287.212891
	Iteration 9Q: 3 clusters Score -7810221 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28579 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -7811914.500000 Penalty: 5287.212891
	Iteration 10F: 3 clusters Score -7811914 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -7814028.500000 Penalty: 5287.212891
	Iteration 11F: 3 clusters Score -7814028 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -7816105.500000 Penalty: 5287.212891
	Iteration 12F: 3 clusters Score -7816106 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -7817899.000000 Penalty: 5287.212891
	Iteration 13F: 3 clusters Score -7817899 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35351 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -7819112.500000 Penalty: 5287.212891
	Iteration 14Q: 3 clusters Score -7819112 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -7819976.000000 Penalty: 5287.212891
	Iteration 15Q: 3 clusters Score -7819976 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -7820614.500000 Penalty: 5287.212891
	Iteration 16Q: 3 clusters Score -7820614 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -7821111.000000 Penalty: 5287.212891
	Iteration 17Q: 3 clusters Score -7821111 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37879 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -7821520.000000 Penalty: 5287.212891
	Iteration 18Q: 3 clusters Score -7821520 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -7821866.500000 Penalty: 5287.212891
	Iteration 19Q: 3 clusters Score -7821866 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -7822091.500000 Penalty: 5287.212891
	Iteration 20F: 3 clusters Score -7822092 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38534 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -7822214.000000 Penalty: 5287.212891
	Iteration 21Q: 3 clusters Score -7822214 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -7822281.500000 Penalty: 5287.212891
	Iteration 22Q: 3 clusters Score -7822282 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -7822331.500000 Penalty: 5287.212891
	Iteration 23Q: 3 clusters Score -7822332 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -7822369.000000 Penalty: 5287.212891
	Iteration 24Q: 3 clusters Score -7822369 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38859 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -7822382.500000 Penalty: 5287.212891
	Iteration 25Q: 3 clusters Score -7822382 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -7822396.000000 Penalty: 5287.212891
	Iteration 26Q: 3 clusters Score -7822396 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38931 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -7822399.500000 Penalty: 5287.212891
	Iteration 27Q: 3 clusters Score -7822400 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -7822408.000000 Penalty: 5287.212891
	Iteration 28Q: 3 clusters Score -7822408 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38958 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -7822407.500000 Penalty: 5287.212891
	Iteration 29Q: 3 clusters Score -7822408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -7822416.500000 Penalty: 5287.212891
	Iteration 30Q: 3 clusters Score -7822416 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -7822414.500000 Penalty: 5287.212891
	Iteration 31Q: 3 clusters Score -7822414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39004 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -7822419.000000 Penalty: 5287.212891
	Iteration 32Q: 3 clusters Score -7822419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39012 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -7822422.500000 Penalty: 5287.212891
	Iteration 33Q: 3 clusters Score -7822422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -7822415.500000 Penalty: 5287.212891
	Iteration 34Q: 3 clusters Score -7822416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -7822412.500000 Penalty: 5287.212891
	Iteration 35Q: 3 clusters Score -7822412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39017 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -7822412.500000 Penalty: 5287.212891
	Iteration 36F: 3 clusters Score -7822412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47224 members 
Entering Unmasked Estep 
Score: -8558754.000000 Penalty: 2669.138916
	Iteration 0F: 2 clusters Score -8558754 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -8527713.000000 Penalty: 5338.277832
	Iteration 0F: 3 clusters Score -8527713 nChanged 21875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -8539770.000000 Penalty: 5338.277832
	Iteration 1F: 3 clusters Score -8539770 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 26668 members 
Entering Unmasked Estep 
Score: -8540347.000000 Penalty: 5338.277832
	Iteration 2Q: 3 clusters Score -8540347 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -8541161.000000 Penalty: 5338.277832
	Iteration 3Q: 3 clusters Score -8541161 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -8542365.000000 Penalty: 5338.277832
	Iteration 4F: 3 clusters Score -8542365 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -8544419.000000 Penalty: 5338.277832
	Iteration 5F: 3 clusters Score -8544419 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -8547708.000000 Penalty: 5338.277832
	Iteration 6F: 3 clusters Score -8547708 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -8551643.000000 Penalty: 5338.277832
	Iteration 7F: 3 clusters Score -8551643 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 44857 members 
Entering Unmasked Estep 
Score: -8554630.000000 Penalty: 5338.277832
	Iteration 8F: 3 clusters Score -8554630 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 46376 members 
Entering Unmasked Estep 
Score: -8555748.000000 Penalty: 5338.277832
	Iteration 9Q: 3 clusters Score -8555748 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 46807 members 
Entering Unmasked Estep 
Score: -8556091.000000 Penalty: 5338.277832
	Iteration 10Q: 3 clusters Score -8556091 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 46941 members 
Entering Unmasked Estep 
Score: -8556258.000000 Penalty: 5338.277832
	Iteration 11Q: 3 clusters Score -8556258 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 46967 members 
Entering Unmasked Estep 
Score: -8556314.000000 Penalty: 5338.277832
	Iteration 12Q: 3 clusters Score -8556314 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 46984 members 
Entering Unmasked Estep 
Score: -8556343.000000 Penalty: 5338.277832
	Iteration 13Q: 3 clusters Score -8556343 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 46990 members 
Entering Unmasked Estep 
Score: -8556367.000000 Penalty: 5338.277832
	Iteration 14Q: 3 clusters Score -8556367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 46990 members 
Entering Unmasked Estep 
Score: -8556378.000000 Penalty: 5338.277832
	Iteration 15Q: 3 clusters Score -8556378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -8556390.000000 Penalty: 5338.277832
	Iteration 16Q: 3 clusters Score -8556390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -8556391.000000 Penalty: 5338.277832
	Iteration 17Q: 3 clusters Score -8556391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 46994 members 
Entering Unmasked Estep 
Score: -8556400.000000 Penalty: 5338.277832
	Iteration 18Q: 3 clusters Score -8556400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 46994 members 
Entering Unmasked Estep 
Score: -8556404.000000 Penalty: 5338.277832
	Iteration 19Q: 3 clusters Score -8556404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 46994 members 
Entering Unmasked Estep 
Score: -8556404.000000 Penalty: 5338.277832
	Iteration 20F: 3 clusters Score -8556404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Entering Unmasked Estep 
Score: -236705.687500 Penalty: 1784.406494
	Iteration 0F: 2 clusters Score -236705.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -234512.296875 Penalty: 3568.812988
	Iteration 0F: 3 clusters Score -234512.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -234844.343750 Penalty: 3568.812988
	Iteration 1F: 3 clusters Score -234844.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -234958.859375 Penalty: 3568.812988
	Iteration 2F: 3 clusters Score -234958.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -235016.031250 Penalty: 3568.812988
	Iteration 3Q: 3 clusters Score -235016 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -235044.171875 Penalty: 3568.812988
	Iteration 4Q: 3 clusters Score -235044.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -235057.203125 Penalty: 3568.812988
	Iteration 5Q: 3 clusters Score -235057.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -235065.140625 Penalty: 3568.812988
	Iteration 6Q: 3 clusters Score -235065.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -235072.265625 Penalty: 3568.812988
	Iteration 7Q: 3 clusters Score -235072.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -235074.921875 Penalty: 3568.812988
	Iteration 8Q: 3 clusters Score -235074.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -235076.078125 Penalty: 3568.812988
	Iteration 9Q: 3 clusters Score -235076.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -235076.796875 Penalty: 3568.812988
	Iteration 10Q: 3 clusters Score -235076.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -235081.109375 Penalty: 3568.812988
	Iteration 11Q: 3 clusters Score -235081.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -235083.359375 Penalty: 3568.812988
	Iteration 12Q: 3 clusters Score -235083.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -235087.937500 Penalty: 3568.812988
	Iteration 13Q: 3 clusters Score -235087.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -235088.687500 Penalty: 3568.812988
	Iteration 14Q: 3 clusters Score -235088.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -235088.687500 Penalty: 3568.812988
	Iteration 15F: 3 clusters Score -235088.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40446 members 
Entering Unmasked Estep 
Score: -7408999.500000 Penalty: 2630.715332
	Iteration 0F: 2 clusters Score -7409000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -7381801.500000 Penalty: 5261.430664
	Iteration 0F: 3 clusters Score -7381802 nChanged 18532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -7391906.500000 Penalty: 5261.430664
	Iteration 1F: 3 clusters Score -7391906 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -7392349.000000 Penalty: 5261.430664
	Iteration 2Q: 3 clusters Score -7392349 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -7392790.000000 Penalty: 5261.430664
	Iteration 3Q: 3 clusters Score -7392790 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -7393236.000000 Penalty: 5261.430664
	Iteration 4Q: 3 clusters Score -7393236 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -7393759.500000 Penalty: 5261.430664
	Iteration 5Q: 3 clusters Score -7393760 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -7394473.500000 Penalty: 5261.430664
	Iteration 6Q: 3 clusters Score -7394474 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
Score: -7395330.500000 Penalty: 5261.430664
	Iteration 7Q: 3 clusters Score -7395330 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -7396413.000000 Penalty: 5261.430664
	Iteration 8Q: 3 clusters Score -7396413 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
Score: -7397837.500000 Penalty: 5261.430664
	Iteration 9F: 3 clusters Score -7397838 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -7399546.500000 Penalty: 5261.430664
	Iteration 10F: 3 clusters Score -7399546 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -7401118.500000 Penalty: 5261.430664
	Iteration 11F: 3 clusters Score -7401118 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -7402152.500000 Penalty: 5261.430664
	Iteration 12Q: 3 clusters Score -7402152 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7402696 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -7403019.500000 Penalty: 5261.430664
	Iteration 14Q: 3 clusters Score -7403020 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -7403252.500000 Penalty: 5261.430664
	Iteration 15Q: 3 clusters Score -7403252 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7403527 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -7403753.500000 Penalty: 5261.430664
	Iteration 17Q: 3 clusters Score -7403754 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7403973 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -7404171.000000 Penalty: 5261.430664
	Iteration 19Q: 3 clusters Score -7404171 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -7404357.500000 Penalty: 5261.430664
	Iteration 20F: 3 clusters Score -7404358 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -7404508.000000 Penalty: 5261.430664
	Iteration 21Q: 3 clusters Score -7404508 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
Score: -7404642.500000 Penalty: 5261.430664
	Iteration 22Q: 3 clusters Score -7404642 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -7404800.000000 Penalty: 5261.430664
	Iteration 23Q: 3 clusters Score -7404800 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -7404933.500000 Penalty: 5261.430664
	Iteration 24Q: 3 clusters Score -7404934 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -7405074.500000 Penalty: 5261.430664
	Iteration 25Q: 3 clusters Score -7405074 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -7405174.500000 Penalty: 5261.430664
	Iteration 26Q: 3 clusters Score -7405174 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -7405258.500000 Penalty: 5261.430664
	Iteration 27Q: 3 clusters Score -7405258 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -7405361.000000 Penalty: 5261.430664
	Iteration 28Q: 3 clusters Score -7405361 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28753 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -7405441.500000 Penalty: 5261.430664
	Iteration 29Q: 3 clusters Score -7405442 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -7405467.000000 Penalty: 5261.430664
	Iteration 30Q: 3 clusters Score -7405467 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -7405529.000000 Penalty: 5261.430664
	Iteration 31Q: 3 clusters Score -7405529 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -7405594.500000 Penalty: 5261.430664
	Iteration 32Q: 3 clusters Score -7405594 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -7405653.000000 Penalty: 5261.430664
	Iteration 33Q: 3 clusters Score -7405653 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -7405723.500000 Penalty: 5261.430664
	Iteration 34Q: 3 clusters Score -7405724 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -7405776.000000 Penalty: 5261.430664
	Iteration 35Q: 3 clusters Score -7405776 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -7405823.500000 Penalty: 5261.430664
	Iteration 36Q: 3 clusters Score -7405824 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -7405842.000000 Penalty: 5261.430664
	Iteration 37Q: 3 clusters Score -7405842 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -7405899.000000 Penalty: 5261.430664
	Iteration 38Q: 3 clusters Score -7405899 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -7405950.500000 Penalty: 5261.430664
	Iteration 39Q: 3 clusters Score -7405950 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -7406011.500000 Penalty: 5261.430664
	Iteration 40F: 3 clusters Score -7406012 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -7406066.500000 Penalty: 5261.430664
	Iteration 41Q: 3 clusters Score -7406066 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -7406102.000000 Penalty: 5261.430664
	Iteration 42Q: 3 clusters Score -7406102 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -7406120.500000 Penalty: 5261.430664
	Iteration 43Q: 3 clusters Score -7406120 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7406133 nChanged 214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -7406174.000000 Penalty: 5261.430664
	Iteration 45Q: 3 clusters Score -7406174 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -7406233.000000 Penalty: 5261.430664
	Iteration 46Q: 3 clusters Score -7406233 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -7406252.500000 Penalty: 5261.430664
	Iteration 47Q: 3 clusters Score -7406252 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -7406275.500000 Penalty: 5261.430664
	Iteration 48Q: 3 clusters Score -7406276 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -7406324.500000 Penalty: 5261.430664
	Iteration 49Q: 3 clusters Score -7406324 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33879 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -7406387.000000 Penalty: 5261.430664
	Iteration 50Q: 3 clusters Score -7406387 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -7406426.000000 Penalty: 5261.430664
	Iteration 51Q: 3 clusters Score -7406426 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -7406467.000000 Penalty: 5261.430664
	Iteration 52Q: 3 clusters Score -7406467 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -7406486.000000 Penalty: 5261.430664
	Iteration 53Q: 3 clusters Score -7406486 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -7406543.000000 Penalty: 5261.430664
	Iteration 54Q: 3 clusters Score -7406543 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -7406565.500000 Penalty: 5261.430664
	Iteration 55Q: 3 clusters Score -7406566 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -7406627.000000 Penalty: 5261.430664
	Iteration 56Q: 3 clusters Score -7406627 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -7406650.500000 Penalty: 5261.430664
	Iteration 57Q: 3 clusters Score -7406650 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -7406687.000000 Penalty: 5261.430664
	Iteration 58Q: 3 clusters Score -7406687 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -7406720.000000 Penalty: 5261.430664
	Iteration 59Q: 3 clusters Score -7406720 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35662 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -7406745.000000 Penalty: 5261.430664
	Iteration 60F: 3 clusters Score -7406745 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -7406751.500000 Penalty: 5261.430664
	Iteration 61Q: 3 clusters Score -7406752 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -7406780.000000 Penalty: 5261.430664
	Iteration 62Q: 3 clusters Score -7406780 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -7406811.000000 Penalty: 5261.430664
	Iteration 63Q: 3 clusters Score -7406811 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -7406831.500000 Penalty: 5261.430664
	Iteration 64Q: 3 clusters Score -7406832 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36309 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -7406870.000000 Penalty: 5261.430664
	Iteration 65Q: 3 clusters Score -7406870 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36409 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -7406873.500000 Penalty: 5261.430664
	Iteration 66Q: 3 clusters Score -7406874 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -7406905.000000 Penalty: 5261.430664
	Iteration 67Q: 3 clusters Score -7406905 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -7406937.500000 Penalty: 5261.430664
	Iteration 68Q: 3 clusters Score -7406938 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36677 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -7406947.500000 Penalty: 5261.430664
	Iteration 69Q: 3 clusters Score -7406948 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -7406970.500000 Penalty: 5261.430664
	Iteration 70Q: 3 clusters Score -7406970 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -7406970.500000 Penalty: 5261.430664
	Iteration 71Q: 3 clusters Score -7406970 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -7406991.000000 Penalty: 5261.430664
	Iteration 72Q: 3 clusters Score -7406991 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -7406988.000000 Penalty: 5261.430664
	Iteration 73Q: 3 clusters Score -7406988 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7406987 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -7407010.000000 Penalty: 5261.430664
	Iteration 75Q: 3 clusters Score -7407010 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -7407020.500000 Penalty: 5261.430664
	Iteration 76Q: 3 clusters Score -7407020 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37061 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -7407012.000000 Penalty: 5261.430664
	Iteration 77Q: 3 clusters Score -7407012 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -7407016.000000 Penalty: 5261.430664
	Iteration 78Q: 3 clusters Score -7407016 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -7407033.500000 Penalty: 5261.430664
	Iteration 79Q: 3 clusters Score -7407034 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -7407030.500000 Penalty: 5261.430664
	Iteration 80F: 3 clusters Score -7407030 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -7407037.000000 Penalty: 5261.430664
	Iteration 81Q: 3 clusters Score -7407037 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -7407039.500000 Penalty: 5261.430664
	Iteration 82Q: 3 clusters Score -7407040 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -7407052.000000 Penalty: 5261.430664
	Iteration 83Q: 3 clusters Score -7407052 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -7407066.000000 Penalty: 5261.430664
	Iteration 84Q: 3 clusters Score -7407066 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -7407070.500000 Penalty: 5261.430664
	Iteration 85Q: 3 clusters Score -7407070 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37447 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -7407067.000000 Penalty: 5261.430664
	Iteration 86Q: 3 clusters Score -7407067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -7407068.000000 Penalty: 5261.430664
	Iteration 87Q: 3 clusters Score -7407068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -7407073.500000 Penalty: 5261.430664
	Iteration 88Q: 3 clusters Score -7407074 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37494 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -7407077.500000 Penalty: 5261.430664
	Iteration 89Q: 3 clusters Score -7407078 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37513 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -7407074.500000 Penalty: 5261.430664
	Iteration 90Q: 3 clusters Score -7407074 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -7407078.500000 Penalty: 5261.430664
	Iteration 91Q: 3 clusters Score -7407078 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -7407071.500000 Penalty: 5261.430664
	Iteration 92Q: 3 clusters Score -7407072 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7407072 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -7407079.000000 Penalty: 5261.430664
	Iteration 94Q: 3 clusters Score -7407079 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7407096 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37687 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -7407103.500000 Penalty: 5261.430664
	Iteration 96Q: 3 clusters Score -7407104 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -7407116.500000 Penalty: 5261.430664
	Iteration 97Q: 3 clusters Score -7407116 nChanged 18
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Mstep: Class 1 contains 37734 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7407113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -7407124.000000 Penalty: 5261.430664
	Iteration 99Q: 3 clusters Score -7407124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -7407132.000000 Penalty: 5261.430664
	Iteration 100F: 3 clusters Score -7407132 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -7407128.000000 Penalty: 5261.430664
	Iteration 101Q: 3 clusters Score -7407128 nChanged 12
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Mstep: Class 1 contains 37784 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -7407133.000000 Penalty: 5261.430664
	Iteration 102Q: 3 clusters Score -7407133 nChanged 9
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Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -7407132.500000 Penalty: 5261.430664
	Iteration 103Q: 3 clusters Score -7407132 nChanged 11
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Mstep: Class 1 contains 37804 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7407134 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -7407140.000000 Penalty: 5261.430664
	Iteration 105Q: 3 clusters Score -7407140 nChanged 11
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Entering Unmasked Estep 
Score: -7407137.000000 Penalty: 5261.430664
	Iteration 106Q: 3 clusters Score -7407137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37838 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -7407139.500000 Penalty: 5261.430664
	Iteration 107Q: 3 clusters Score -7407140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37850 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -7407145.500000 Penalty: 5261.430664
	Iteration 108Q: 3 clusters Score -7407146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -7407145.000000 Penalty: 5261.430664
	Iteration 109Q: 3 clusters Score -7407145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -7407138.500000 Penalty: 5261.430664
	Iteration 110Q: 3 clusters Score -7407138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -7407132.000000 Penalty: 5261.430664
	Iteration 111Q: 3 clusters Score -7407132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37893 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -7407136.000000 Penalty: 5261.430664
	Iteration 112Q: 3 clusters Score -7407136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -7407139.000000 Penalty: 5261.430664
	Iteration 113Q: 3 clusters Score -7407139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -7407140.500000 Penalty: 5261.430664
	Iteration 114Q: 3 clusters Score -7407140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -7407149.000000 Penalty: 5261.430664
	Iteration 115Q: 3 clusters Score -7407149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37913 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -7407152.000000 Penalty: 5261.430664
	Iteration 116Q: 3 clusters Score -7407152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -7407148.000000 Penalty: 5261.430664
	Iteration 117Q: 3 clusters Score -7407148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -7407144.000000 Penalty: 5261.430664
	Iteration 118Q: 3 clusters Score -7407144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -7407139.000000 Penalty: 5261.430664
	Iteration 119Q: 3 clusters Score -7407139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -7407141.500000 Penalty: 5261.430664
	Iteration 120F: 3 clusters Score -7407142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -7407138.000000 Penalty: 5261.430664
	Iteration 121Q: 3 clusters Score -7407138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -7407135.000000 Penalty: 5261.430664
	Iteration 122Q: 3 clusters Score -7407135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -7407138.500000 Penalty: 5261.430664
	Iteration 123Q: 3 clusters Score -7407138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -7407138.500000 Penalty: 5261.430664
	Iteration 124Q: 3 clusters Score -7407138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37940 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -7407139.500000 Penalty: 5261.430664
	Iteration 125Q: 3 clusters Score -7407140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37943 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -7407132.500000 Penalty: 5261.430664
	Iteration 126Q: 3 clusters Score -7407132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37944 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -7407134.000000 Penalty: 5261.430664
	Iteration 127Q: 3 clusters Score -7407134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -7407133.000000 Penalty: 5261.430664
	Iteration 128Q: 3 clusters Score -7407133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -7407127.000000 Penalty: 5261.430664
	Iteration 129Q: 3 clusters Score -7407127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -7407125.000000 Penalty: 5261.430664
	Iteration 130Q: 3 clusters Score -7407125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -7407126.500000 Penalty: 5261.430664
	Iteration 131Q: 3 clusters Score -7407126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37955 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -7407129.500000 Penalty: 5261.430664
	Iteration 132Q: 3 clusters Score -7407130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37957 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -7407131.000000 Penalty: 5261.430664
	Iteration 133Q: 3 clusters Score -7407131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37957 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -7407131.000000 Penalty: 5261.430664
	Iteration 134F: 3 clusters Score -7407131 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -40382.617188 Penalty: 1492.006958
	Iteration 0F: 2 clusters Score -40382.62 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 202 members 
Entering Unmasked Estep 
Score: -39039.609375 Penalty: 2984.013916
	Iteration 0F: 3 clusters Score -39039.61 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39271.843750 Penalty: 2984.013916
	Iteration 1F: 3 clusters Score -39271.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -39377.105469 Penalty: 2984.013916
	Iteration 2F: 3 clusters Score -39377.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -39443.675781 Penalty: 2984.013916
	Iteration 3Q: 3 clusters Score -39443.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -39491.402344 Penalty: 2984.013916
	Iteration 4Q: 3 clusters Score -39491.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -39527.996094 Penalty: 2984.013916
	Iteration 5Q: 3 clusters Score -39528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -39541.007812 Penalty: 2984.013916
	Iteration 6Q: 3 clusters Score -39541.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -39552.437500 Penalty: 2984.013916
	Iteration 7Q: 3 clusters Score -39552.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -39578.351562 Penalty: 2984.013916
	Iteration 8Q: 3 clusters Score -39578.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -39582.996094 Penalty: 2984.013916
	Iteration 9Q: 3 clusters Score -39583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -39584.101562 Penalty: 2984.013916
	Iteration 10F: 3 clusters Score -39584.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -39596.902344 Penalty: 2984.013916
	Iteration 11Q: 3 clusters Score -39596.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -39621.820312 Penalty: 2984.013916
	Iteration 12Q: 3 clusters Score -39621.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -39647.121094 Penalty: 2984.013916
	Iteration 13Q: 3 clusters Score -39647.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -39667.000000 Penalty: 2984.013916
	Iteration 14Q: 3 clusters Score -39667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -39681.050781 Penalty: 2984.013916
	Iteration 15Q: 3 clusters Score -39681.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -39694.167969 Penalty: 2984.013916
	Iteration 16Q: 3 clusters Score -39694.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -39699.320312 Penalty: 2984.013916
	Iteration 17Q: 3 clusters Score -39699.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -39704.574219 Penalty: 2984.013916
	Iteration 18Q: 3 clusters Score -39704.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -39704.574219 Penalty: 2984.013916
	Iteration 19F: 3 clusters Score -39704.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Entering Unmasked Estep 
Score: -217907.828125 Penalty: 1769.847778
	Iteration 0F: 2 clusters Score -217907.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -215894.421875 Penalty: 3539.695557
	Iteration 0F: 3 clusters Score -215894.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -216448.640625 Penalty: 3539.695557
	Iteration 1F: 3 clusters Score -216448.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -216750.546875 Penalty: 3539.695557
	Iteration 2F: 3 clusters Score -216750.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -217055.468750 Penalty: 3539.695557
	Iteration 3F: 3 clusters Score -217055.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -217382.796875 Penalty: 3539.695557
	Iteration 4F: 3 clusters Score -217382.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -217617.343750 Penalty: 3539.695557
	Iteration 5Q: 3 clusters Score -217617.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -217739.000000 Penalty: 3539.695557
	Iteration 6Q: 3 clusters Score -217739 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -217811.218750 Penalty: 3539.695557
	Iteration 7Q: 3 clusters Score -217811.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -217833.546875 Penalty: 3539.695557
	Iteration 8Q: 3 clusters Score -217833.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -217844.359375 Penalty: 3539.695557
	Iteration 9Q: 3 clusters Score -217844.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -217847.437500 Penalty: 3539.695557
	Iteration 10Q: 3 clusters Score -217847.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -217850.562500 Penalty: 3539.695557
	Iteration 11Q: 3 clusters Score -217850.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -217850.953125 Penalty: 3539.695557
	Iteration 12Q: 3 clusters Score -217851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -217850.953125 Penalty: 3539.695557
	Iteration 13F: 3 clusters Score -217851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (44429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Entering Unmasked Estep 
Score: -8092718.000000 Penalty: 2654.008545
	Iteration 0F: 2 clusters Score -8092718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -8063098.000000 Penalty: 5308.017090
	Iteration 0F: 3 clusters Score -8063098 nChanged 20458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -8074483.000000 Penalty: 5308.017090
	Iteration 1F: 3 clusters Score -8074483 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -8075169.500000 Penalty: 5308.017090
	Iteration 2Q: 3 clusters Score -8075170 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 18770 members 
Entering Unmasked Estep 
Score: -8075931.000000 Penalty: 5308.017090
	Iteration 3Q: 3 clusters Score -8075931 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27232 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -8076910.000000 Penalty: 5308.017090
	Iteration 4Q: 3 clusters Score -8076910 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -8078274.500000 Penalty: 5308.017090
	Iteration 5F: 3 clusters Score -8078274 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -8080274.500000 Penalty: 5308.017090
	Iteration 6F: 3 clusters Score -8080274 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -8082800.000000 Penalty: 5308.017090
	Iteration 7F: 3 clusters Score -8082800 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -8085524.000000 Penalty: 5308.017090
	Iteration 8F: 3 clusters Score -8085524 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -8087696.500000 Penalty: 5308.017090
	Iteration 9F: 3 clusters Score -8087696 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -8089042.500000 Penalty: 5308.017090
	Iteration 10Q: 3 clusters Score -8089042 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -8089738.500000 Penalty: 5308.017090
	Iteration 11Q: 3 clusters Score -8089738 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -8090101.500000 Penalty: 5308.017090
	Iteration 12Q: 3 clusters Score -8090102 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8090262.000000 Penalty: 5308.017090
	Iteration 13Q: 3 clusters Score -8090262 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43816 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -8090403.500000 Penalty: 5308.017090
	Iteration 14Q: 3 clusters Score -8090404 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -8090482.500000 Penalty: 5308.017090
	Iteration 15Q: 3 clusters Score -8090482 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43936 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -8090504.500000 Penalty: 5308.017090
	Iteration 16Q: 3 clusters Score -8090504 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -8090521.000000 Penalty: 5308.017090
	Iteration 17Q: 3 clusters Score -8090521 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -8090551.500000 Penalty: 5308.017090
	Iteration 18Q: 3 clusters Score -8090552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43989 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -8090568.500000 Penalty: 5308.017090
	Iteration 19Q: 3 clusters Score -8090568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43992 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -8090570.500000 Penalty: 5308.017090
	Iteration 20F: 3 clusters Score -8090570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43995 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -8090583.500000 Penalty: 5308.017090
	Iteration 21Q: 3 clusters Score -8090584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44001 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -8090594.000000 Penalty: 5308.017090
	Iteration 22Q: 3 clusters Score -8090594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44005 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -8090593.500000 Penalty: 5308.017090
	Iteration 23Q: 3 clusters Score -8090594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -8090588.500000 Penalty: 5308.017090
	Iteration 24Q: 3 clusters Score -8090588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -8090588.500000 Penalty: 5308.017090
	Iteration 25F: 3 clusters Score -8090588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Entering Unmasked Estep 
Score: -173736.296875 Penalty: 1737.885010
	Iteration 0F: 2 clusters Score -173736.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -171761.515625 Penalty: 3475.770020
	Iteration 0F: 3 clusters Score -171761.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -172198.406250 Penalty: 3475.770020
	Iteration 1F: 3 clusters Score -172198.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -172367.515625 Penalty: 3475.770020
	Iteration 2F: 3 clusters Score -172367.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -172499.750000 Penalty: 3475.770020
	Iteration 3F: 3 clusters Score -172499.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -172591.515625 Penalty: 3475.770020
	Iteration 4Q: 3 clusters Score -172591.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -172645.187500 Penalty: 3475.770020
	Iteration 5Q: 3 clusters Score -172645.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -172678.609375 Penalty: 3475.770020
	Iteration 6Q: 3 clusters Score -172678.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -172695.906250 Penalty: 3475.770020
	Iteration 7Q: 3 clusters Score -172695.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -172709.828125 Penalty: 3475.770020
	Iteration 8Q: 3 clusters Score -172709.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -172715.718750 Penalty: 3475.770020
	Iteration 9Q: 3 clusters Score -172715.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -172717.921875 Penalty: 3475.770020
	Iteration 10Q: 3 clusters Score -172717.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -172720.437500 Penalty: 3475.770020
	Iteration 11Q: 3 clusters Score -172720.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -172723.125000 Penalty: 3475.770020
	Iteration 12Q: 3 clusters Score -172723.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -172725.734375 Penalty: 3475.770020
	Iteration 13Q: 3 clusters Score -172725.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -172730.703125 Penalty: 3475.770020
	Iteration 14Q: 3 clusters Score -172730.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -172737.484375 Penalty: 3475.770020
	Iteration 15Q: 3 clusters Score -172737.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -172748.578125 Penalty: 3475.770020
	Iteration 16Q: 3 clusters Score -172748.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -172755.125000 Penalty: 3475.770020
	Iteration 17Q: 3 clusters Score -172755.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -172758.750000 Penalty: 3475.770020
	Iteration 18Q: 3 clusters Score -172758.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -172763.453125 Penalty: 3475.770020
	Iteration 19Q: 3 clusters Score -172763.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -172765.656250 Penalty: 3475.770020
	Iteration 20F: 3 clusters Score -172765.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -172766.484375 Penalty: 3475.770020
	Iteration 21Q: 3 clusters Score -172766.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -172766.484375 Penalty: 3475.770020
	Iteration 22F: 3 clusters Score -172766.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47477 members 
Entering Unmasked Estep 
Score: -8769883.000000 Penalty: 2670.464111
	Iteration 0F: 2 clusters Score -8769883 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -8740694.000000 Penalty: 5340.928223
	Iteration 0F: 3 clusters Score -8740694 nChanged 21812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -8752697.000000 Penalty: 5340.928223
	Iteration 1F: 3 clusters Score -8752697 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -8753168.000000 Penalty: 5340.928223
	Iteration 2Q: 3 clusters Score -8753168 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -8753600.000000 Penalty: 5340.928223
	Iteration 3Q: 3 clusters Score -8753600 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -8754013.000000 Penalty: 5340.928223
	Iteration 4Q: 3 clusters Score -8754013 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -8754476.000000 Penalty: 5340.928223
	Iteration 5Q: 3 clusters Score -8754476 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -8755048.000000 Penalty: 5340.928223
	Iteration 6Q: 3 clusters Score -8755048 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -8755764.000000 Penalty: 5340.928223
	Iteration 7Q: 3 clusters Score -8755764 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -8756896.000000 Penalty: 5340.928223
	Iteration 8Q: 3 clusters Score -8756896 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30237 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -8758534.000000 Penalty: 5340.928223
	Iteration 9Q: 3 clusters Score -8758534 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -8760822.000000 Penalty: 5340.928223
	Iteration 10F: 3 clusters Score -8760822 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -8763122.000000 Penalty: 5340.928223
	Iteration 11F: 3 clusters Score -8763122 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -8764963.000000 Penalty: 5340.928223
	Iteration 12Q: 3 clusters Score -8764963 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35020 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -8765989.000000 Penalty: 5340.928223
	Iteration 13Q: 3 clusters Score -8765989 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -8766551.000000 Penalty: 5340.928223
	Iteration 14Q: 3 clusters Score -8766551 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -8766921.000000 Penalty: 5340.928223
	Iteration 15Q: 3 clusters Score -8766921 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -8767198.000000 Penalty: 5340.928223
	Iteration 16Q: 3 clusters Score -8767198 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -8767357.000000 Penalty: 5340.928223
	Iteration 17Q: 3 clusters Score -8767357 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -8767552.000000 Penalty: 5340.928223
	Iteration 18Q: 3 clusters Score -8767552 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36385 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -8767695.000000 Penalty: 5340.928223
	Iteration 19Q: 3 clusters Score -8767695 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -8767796.000000 Penalty: 5340.928223
	Iteration 20F: 3 clusters Score -8767796 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36502 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -8767885.000000 Penalty: 5340.928223
	Iteration 21Q: 3 clusters Score -8767885 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36570 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -8767970.000000 Penalty: 5340.928223
	Iteration 22Q: 3 clusters Score -8767970 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -8768025.000000 Penalty: 5340.928223
	Iteration 23Q: 3 clusters Score -8768025 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -8768046.000000 Penalty: 5340.928223
	Iteration 24Q: 3 clusters Score -8768046 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -8768072.000000 Penalty: 5340.928223
	Iteration 25Q: 3 clusters Score -8768072 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -8768112.000000 Penalty: 5340.928223
	Iteration 26Q: 3 clusters Score -8768112 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -8768136.000000 Penalty: 5340.928223
	Iteration 27Q: 3 clusters Score -8768136 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -8768161.000000 Penalty: 5340.928223
	Iteration 28Q: 3 clusters Score -8768161 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -8768161.000000 Penalty: 5340.928223
	Iteration 29Q: 3 clusters Score -8768161 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -8768159.000000 Penalty: 5340.928223
	Iteration 30Q: 3 clusters Score -8768159 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37318 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -8768163.000000 Penalty: 5340.928223
	Iteration 31Q: 3 clusters Score -8768163 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37423 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -8768194.000000 Penalty: 5340.928223
	Iteration 32Q: 3 clusters Score -8768194 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -8768196.000000 Penalty: 5340.928223
	Iteration 33Q: 3 clusters Score -8768196 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -8768206.000000 Penalty: 5340.928223
	Iteration 34Q: 3 clusters Score -8768206 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37694 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -8768203.000000 Penalty: 5340.928223
	Iteration 35Q: 3 clusters Score -8768203 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -8768214.000000 Penalty: 5340.928223
	Iteration 36Q: 3 clusters Score -8768214 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -8768204.000000 Penalty: 5340.928223
	Iteration 37Q: 3 clusters Score -8768204 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -8768210.000000 Penalty: 5340.928223
	Iteration 38Q: 3 clusters Score -8768210 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -8768210.000000 Penalty: 5340.928223
	Iteration 39Q: 3 clusters Score -8768210 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38082 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -8768205.000000 Penalty: 5340.928223
	Iteration 40F: 3 clusters Score -8768205 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38147 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -8768196.000000 Penalty: 5340.928223
	Iteration 41Q: 3 clusters Score -8768196 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -8768186.000000 Penalty: 5340.928223
	Iteration 42Q: 3 clusters Score -8768186 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -8768185.000000 Penalty: 5340.928223
	Iteration 43Q: 3 clusters Score -8768185 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -8768192.000000 Penalty: 5340.928223
	Iteration 44Q: 3 clusters Score -8768192 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -8768193.000000 Penalty: 5340.928223
	Iteration 45Q: 3 clusters Score -8768193 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -8768199.000000 Penalty: 5340.928223
	Iteration 46Q: 3 clusters Score -8768199 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -8768204.000000 Penalty: 5340.928223
	Iteration 47Q: 3 clusters Score -8768204 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -8768196.000000 Penalty: 5340.928223
	Iteration 48Q: 3 clusters Score -8768196 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -8768179.000000 Penalty: 5340.928223
	Iteration 49Q: 3 clusters Score -8768179 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38760 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -8768180.000000 Penalty: 5340.928223
	Iteration 50Q: 3 clusters Score -8768180 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -8768185.000000 Penalty: 5340.928223
	Iteration 51Q: 3 clusters Score -8768185 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38888 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -8768182.000000 Penalty: 5340.928223
	Iteration 52Q: 3 clusters Score -8768182 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38943 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -8768173.000000 Penalty: 5340.928223
	Iteration 53Q: 3 clusters Score -8768173 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38998 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -8768175.000000 Penalty: 5340.928223
	Iteration 54Q: 3 clusters Score -8768175 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39053 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -8768173.000000 Penalty: 5340.928223
	Iteration 55Q: 3 clusters Score -8768173 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39099 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -8768153.000000 Penalty: 5340.928223
	Iteration 56Q: 3 clusters Score -8768153 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -8768138.000000 Penalty: 5340.928223
	Iteration 57Q: 3 clusters Score -8768138 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -8768128.000000 Penalty: 5340.928223
	Iteration 58Q: 3 clusters Score -8768128 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39253 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -8768119.000000 Penalty: 5340.928223
	Iteration 59Q: 3 clusters Score -8768119 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -8768091.000000 Penalty: 5340.928223
	Iteration 60F: 3 clusters Score -8768091 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -8768108.000000 Penalty: 5340.928223
	Iteration 61Q: 3 clusters Score -8768108 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -8768109.000000 Penalty: 5340.928223
	Iteration 62Q: 3 clusters Score -8768109 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -8768118.000000 Penalty: 5340.928223
	Iteration 63Q: 3 clusters Score -8768118 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -8768111.000000 Penalty: 5340.928223
	Iteration 64Q: 3 clusters Score -8768111 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -8768117.000000 Penalty: 5340.928223
	Iteration 65Q: 3 clusters Score -8768117 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -8768106.000000 Penalty: 5340.928223
	Iteration 66Q: 3 clusters Score -8768106 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -8768099.000000 Penalty: 5340.928223
	Iteration 67Q: 3 clusters Score -8768099 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -8768089.000000 Penalty: 5340.928223
	Iteration 68Q: 3 clusters Score -8768089 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -8768096.000000 Penalty: 5340.928223
	Iteration 69Q: 3 clusters Score -8768096 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39952 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -8768092.000000 Penalty: 5340.928223
	Iteration 70Q: 3 clusters Score -8768092 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -8768086.000000 Penalty: 5340.928223
	Iteration 71Q: 3 clusters Score -8768086 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -8768081.000000 Penalty: 5340.928223
	Iteration 72Q: 3 clusters Score -8768081 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -8768085.000000 Penalty: 5340.928223
	Iteration 73Q: 3 clusters Score -8768085 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -8768079.000000 Penalty: 5340.928223
	Iteration 74Q: 3 clusters Score -8768079 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40150 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -8768087.000000 Penalty: 5340.928223
	Iteration 75Q: 3 clusters Score -8768087 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -8768082.000000 Penalty: 5340.928223
	Iteration 76Q: 3 clusters Score -8768082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -8768077.000000 Penalty: 5340.928223
	Iteration 77Q: 3 clusters Score -8768077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -8768074.000000 Penalty: 5340.928223
	Iteration 78Q: 3 clusters Score -8768074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -8768071.000000 Penalty: 5340.928223
	Iteration 79Q: 3 clusters Score -8768071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40215 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -8768071.000000 Penalty: 5340.928223
	Iteration 80F: 3 clusters Score -8768071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -8768074.000000 Penalty: 5340.928223
	Iteration 81Q: 3 clusters Score -8768074 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -8768079.000000 Penalty: 5340.928223
	Iteration 82Q: 3 clusters Score -8768079 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -8768085.000000 Penalty: 5340.928223
	Iteration 83Q: 3 clusters Score -8768085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -8768082.000000 Penalty: 5340.928223
	Iteration 84Q: 3 clusters Score -8768082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -8768083.000000 Penalty: 5340.928223
	Iteration 85Q: 3 clusters Score -8768083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -8768089.000000 Penalty: 5340.928223
	Iteration 86Q: 3 clusters Score -8768089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40285 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -8768089.000000 Penalty: 5340.928223
	Iteration 87Q: 3 clusters Score -8768089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -8768082.000000 Penalty: 5340.928223
	Iteration 88Q: 3 clusters Score -8768082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -8768078.000000 Penalty: 5340.928223
	Iteration 89Q: 3 clusters Score -8768078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -8768070.000000 Penalty: 5340.928223
	Iteration 90Q: 3 clusters Score -8768070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -8768066.000000 Penalty: 5340.928223
	Iteration 91Q: 3 clusters Score -8768066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -8768064.000000 Penalty: 5340.928223
	Iteration 92Q: 3 clusters Score -8768064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40317 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -8768061.000000 Penalty: 5340.928223
	Iteration 93Q: 3 clusters Score -8768061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -8768057.000000 Penalty: 5340.928223
	Iteration 94Q: 3 clusters Score -8768057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40321 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -8768055.000000 Penalty: 5340.928223
	Iteration 95Q: 3 clusters Score -8768055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -8768065.000000 Penalty: 5340.928223
	Iteration 96Q: 3 clusters Score -8768065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -8768055.000000 Penalty: 5340.928223
	Iteration 97Q: 3 clusters Score -8768055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -8768057.000000 Penalty: 5340.928223
	Iteration 98Q: 3 clusters Score -8768057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -8768050.000000 Penalty: 5340.928223
	Iteration 99Q: 3 clusters Score -8768050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40338 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -8768054.000000 Penalty: 5340.928223
	Iteration 100F: 3 clusters Score -8768054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -8768050.000000 Penalty: 5340.928223
	Iteration 101Q: 3 clusters Score -8768050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -8768059.000000 Penalty: 5340.928223
	Iteration 102Q: 3 clusters Score -8768059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -8768048.000000 Penalty: 5340.928223
	Iteration 103Q: 3 clusters Score -8768048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -8768044.000000 Penalty: 5340.928223
	Iteration 104Q: 3 clusters Score -8768044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -8768056.000000 Penalty: 5340.928223
	Iteration 105Q: 3 clusters Score -8768056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -8768057.000000 Penalty: 5340.928223
	Iteration 106Q: 3 clusters Score -8768057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -8768057.000000 Penalty: 5340.928223
	Iteration 107Q: 3 clusters Score -8768057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -8768059.000000 Penalty: 5340.928223
	Iteration 108Q: 3 clusters Score -8768059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40393 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -8768053.000000 Penalty: 5340.928223
	Iteration 109Q: 3 clusters Score -8768053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -8768053.000000 Penalty: 5340.928223
	Iteration 110Q: 3 clusters Score -8768053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -8768058.000000 Penalty: 5340.928223
	Iteration 111Q: 3 clusters Score -8768058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -8768057.000000 Penalty: 5340.928223
	Iteration 112Q: 3 clusters Score -8768057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -8768062.000000 Penalty: 5340.928223
	Iteration 113Q: 3 clusters Score -8768062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40436 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -8768058.000000 Penalty: 5340.928223
	Iteration 114Q: 3 clusters Score -8768058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -8768063.000000 Penalty: 5340.928223
	Iteration 115Q: 3 clusters Score -8768063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -8768067.000000 Penalty: 5340.928223
	Iteration 116Q: 3 clusters Score -8768067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -8768066.000000 Penalty: 5340.928223
	Iteration 117Q: 3 clusters Score -8768066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40480 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -8768069.000000 Penalty: 5340.928223
	Iteration 118Q: 3 clusters Score -8768069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -8768063.000000 Penalty: 5340.928223
	Iteration 119Q: 3 clusters Score -8768063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -8768054.000000 Penalty: 5340.928223
	Iteration 120F: 3 clusters Score -8768054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -8768071.000000 Penalty: 5340.928223
	Iteration 121Q: 3 clusters Score -8768071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40517 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -8768064.000000 Penalty: 5340.928223
	Iteration 122Q: 3 clusters Score -8768064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -8768062.000000 Penalty: 5340.928223
	Iteration 123Q: 3 clusters Score -8768062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -8768056.000000 Penalty: 5340.928223
	Iteration 124Q: 3 clusters Score -8768056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -8768058.000000 Penalty: 5340.928223
	Iteration 125Q: 3 clusters Score -8768058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -8768059.000000 Penalty: 5340.928223
	Iteration 126Q: 3 clusters Score -8768059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -8768059.000000 Penalty: 5340.928223
	Iteration 127Q: 3 clusters Score -8768059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -8768057.000000 Penalty: 5340.928223
	Iteration 128Q: 3 clusters Score -8768057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40579 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -8768057.000000 Penalty: 5340.928223
	Iteration 129Q: 3 clusters Score -8768057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -8768050.000000 Penalty: 5340.928223
	Iteration 130Q: 3 clusters Score -8768050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -8768062.000000 Penalty: 5340.928223
	Iteration 131Q: 3 clusters Score -8768062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -8768052.000000 Penalty: 5340.928223
	Iteration 132Q: 3 clusters Score -8768052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -8768055.000000 Penalty: 5340.928223
	Iteration 133Q: 3 clusters Score -8768055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -8768052.000000 Penalty: 5340.928223
	Iteration 134Q: 3 clusters Score -8768052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -8768051.000000 Penalty: 5340.928223
	Iteration 135Q: 3 clusters Score -8768051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -8768050.000000 Penalty: 5340.928223
	Iteration 136Q: 3 clusters Score -8768050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -8768055.000000 Penalty: 5340.928223
	Iteration 137Q: 3 clusters Score -8768055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -8768053.000000 Penalty: 5340.928223
	Iteration 138Q: 3 clusters Score -8768053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -8768053.000000 Penalty: 5340.928223
	Iteration 139F: 3 clusters Score -8768053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -15706.192383 Penalty: 1338.744385
	Iteration 0F: 2 clusters Score -15706.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -14674.932617 Penalty: 2677.488770
	Iteration 0F: 3 clusters Score -14674.93 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -14776.083984 Penalty: 2677.488770
	Iteration 1F: 3 clusters Score -14776.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -14810.430664 Penalty: 2677.488770
	Iteration 2Q: 3 clusters Score -14810.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -14833.205078 Penalty: 2677.488770
	Iteration 3Q: 3 clusters Score -14833.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -14842.083008 Penalty: 2677.488770
	Iteration 4Q: 3 clusters Score -14842.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14847.929688 Penalty: 2677.488770
	Iteration 5Q: 3 clusters Score -14847.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -14847.929688 Penalty: 2677.488770
	Iteration 6F: 3 clusters Score -14847.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Entering Unmasked Estep 
Score: -119927.757812 Penalty: 1625.728516
	Iteration 0F: 2 clusters Score -119927.8 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 337 members 
Entering Unmasked Estep 
Score: -118255.695312 Penalty: 3251.457031
	Iteration 0F: 3 clusters Score -118255.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -118685.085938 Penalty: 3251.457031
	Iteration 1F: 3 clusters Score -118685.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -118961.585938 Penalty: 3251.457031
	Iteration 2F: 3 clusters Score -118961.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -119090.382812 Penalty: 3251.457031
	Iteration 3F: 3 clusters Score -119090.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -119136.382812 Penalty: 3251.457031
	Iteration 4Q: 3 clusters Score -119136.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -119152.101562 Penalty: 3251.457031
	Iteration 5Q: 3 clusters Score -119152.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -119175.953125 Penalty: 3251.457031
	Iteration 6Q: 3 clusters Score -119176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -119199.046875 Penalty: 3251.457031
	Iteration 7Q: 3 clusters Score -119199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -119208.976562 Penalty: 3251.457031
	Iteration 8Q: 3 clusters Score -119209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -119215.062500 Penalty: 3251.457031
	Iteration 9Q: 3 clusters Score -119215.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -119222.140625 Penalty: 3251.457031
	Iteration 10Q: 3 clusters Score -119222.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -119228.531250 Penalty: 3251.457031
	Iteration 11Q: 3 clusters Score -119228.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -119231.382812 Penalty: 3251.457031
	Iteration 12Q: 3 clusters Score -119231.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -119232.125000 Penalty: 3251.457031
	Iteration 13Q: 3 clusters Score -119232.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -119232.125000 Penalty: 3251.457031
	Iteration 14F: 3 clusters Score -119232.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Entering Unmasked Estep 
Score: -7875328.500000 Penalty: 2646.707031
	Iteration 0F: 2 clusters Score -7875328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -7846685.000000 Penalty: 5293.414062
	Iteration 0F: 3 clusters Score -7846685 nChanged 19779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -7857593.500000 Penalty: 5293.414062
	Iteration 1F: 3 clusters Score -7857594 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -7858803.000000 Penalty: 5293.414062
	Iteration 2Q: 3 clusters Score -7858803 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -7860604.000000 Penalty: 5293.414062
	Iteration 3F: 3 clusters Score -7860604 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -7863236.500000 Penalty: 5293.414062
	Iteration 4F: 3 clusters Score -7863236 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -7866808.000000 Penalty: 5293.414062
	Iteration 5F: 3 clusters Score -7866808 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -7870907.500000 Penalty: 5293.414062
	Iteration 6F: 3 clusters Score -7870908 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -7873856.000000 Penalty: 5293.414062
	Iteration 7F: 3 clusters Score -7873856 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -7874883.000000 Penalty: 5293.414062
	Iteration 8Q: 3 clusters Score -7874883 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -7875091.500000 Penalty: 5293.414062
	Iteration 9Q: 3 clusters Score -7875092 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -7875161.000000 Penalty: 5293.414062
	Iteration 10Q: 3 clusters Score -7875161 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -7875205.000000 Penalty: 5293.414062
	Iteration 11Q: 3 clusters Score -7875205 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -7875242.500000 Penalty: 5293.414062
	Iteration 12Q: 3 clusters Score -7875242 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32453 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -7875274.500000 Penalty: 5293.414062
	Iteration 13Q: 3 clusters Score -7875274 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -7875290.000000 Penalty: 5293.414062
	Iteration 14Q: 3 clusters Score -7875290 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -7875298.500000 Penalty: 5293.414062
	Iteration 15Q: 3 clusters Score -7875298 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -7875307.000000 Penalty: 5293.414062
	Iteration 16Q: 3 clusters Score -7875307 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -7875320.000000 Penalty: 5293.414062
	Iteration 17Q: 3 clusters Score -7875320 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32862 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -7875318.500000 Penalty: 5293.414062
	Iteration 18Q: 3 clusters Score -7875318 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32912 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -7875312.000000 Penalty: 5293.414062
	Iteration 19Q: 3 clusters Score -7875312 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -7875309.500000 Penalty: 5293.414062
	Iteration 20F: 3 clusters Score -7875310 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -7875318.000000 Penalty: 5293.414062
	Iteration 21Q: 3 clusters Score -7875318 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -7875310.000000 Penalty: 5293.414062
	Iteration 22Q: 3 clusters Score -7875310 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -7875306.500000 Penalty: 5293.414062
	Iteration 23Q: 3 clusters Score -7875306 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -7875304.000000 Penalty: 5293.414062
	Iteration 24Q: 3 clusters Score -7875304 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33243 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -7875314.000000 Penalty: 5293.414062
	Iteration 25Q: 3 clusters Score -7875314 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -7875310.500000 Penalty: 5293.414062
	Iteration 26Q: 3 clusters Score -7875310 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33326 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -7875297.000000 Penalty: 5293.414062
	Iteration 27Q: 3 clusters Score -7875297 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -7875299.000000 Penalty: 5293.414062
	Iteration 28Q: 3 clusters Score -7875299 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -7875322.000000 Penalty: 5293.414062
	Iteration 29Q: 3 clusters Score -7875322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33415 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -7875318.000000 Penalty: 5293.414062
	Iteration 30Q: 3 clusters Score -7875318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -7875317.500000 Penalty: 5293.414062
	Iteration 31Q: 3 clusters Score -7875318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -7875322.000000 Penalty: 5293.414062
	Iteration 32Q: 3 clusters Score -7875322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -7875315.000000 Penalty: 5293.414062
	Iteration 33Q: 3 clusters Score -7875315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -7875321.000000 Penalty: 5293.414062
	Iteration 34Q: 3 clusters Score -7875321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -7875315.500000 Penalty: 5293.414062
	Iteration 35Q: 3 clusters Score -7875316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -7875320.500000 Penalty: 5293.414062
	Iteration 36Q: 3 clusters Score -7875320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -7875323.500000 Penalty: 5293.414062
	Iteration 37Q: 3 clusters Score -7875324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -7875322.000000 Penalty: 5293.414062
	Iteration 38Q: 3 clusters Score -7875322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -7875328.500000 Penalty: 5293.414062
	Iteration 39Q: 3 clusters Score -7875328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -7875331.500000 Penalty: 5293.414062
	Iteration 40F: 3 clusters Score -7875332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33538 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -7875331.500000 Penalty: 5293.414062
	Iteration 41Q: 3 clusters Score -7875332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -7875330.000000 Penalty: 5293.414062
	Iteration 42Q: 3 clusters Score -7875330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -7875340.500000 Penalty: 5293.414062
	Iteration 43Q: 3 clusters Score -7875340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33574 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -7875339.000000 Penalty: 5293.414062
	Iteration 44Q: 3 clusters Score -7875339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -7875353.000000 Penalty: 5293.414062
	Iteration 45Q: 3 clusters Score -7875353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -7875357.000000 Penalty: 5293.414062
	Iteration 46Q: 3 clusters Score -7875357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -7875350.500000 Penalty: 5293.414062
	Iteration 47Q: 3 clusters Score -7875350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -7875362.500000 Penalty: 5293.414062
	Iteration 48Q: 3 clusters Score -7875362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -7875367.000000 Penalty: 5293.414062
	Iteration 49Q: 3 clusters Score -7875367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -7875372.000000 Penalty: 5293.414062
	Iteration 50Q: 3 clusters Score -7875372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -7875374.500000 Penalty: 5293.414062
	Iteration 51Q: 3 clusters Score -7875374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -7875369.500000 Penalty: 5293.414062
	Iteration 52Q: 3 clusters Score -7875370 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33652 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -7875366.500000 Penalty: 5293.414062
	Iteration 53Q: 3 clusters Score -7875366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -7875365.000000 Penalty: 5293.414062
	Iteration 54Q: 3 clusters Score -7875365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -7875372.000000 Penalty: 5293.414062
	Iteration 55Q: 3 clusters Score -7875372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -7875363.500000 Penalty: 5293.414062
	Iteration 56Q: 3 clusters Score -7875364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -7875373.000000 Penalty: 5293.414062
	Iteration 57Q: 3 clusters Score -7875373 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -7875366.000000 Penalty: 5293.414062
	Iteration 58Q: 3 clusters Score -7875366 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -7875383.000000 Penalty: 5293.414062
	Iteration 59Q: 3 clusters Score -7875383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -7875396.500000 Penalty: 5293.414062
	Iteration 60F: 3 clusters Score -7875396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33771 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -7875387.000000 Penalty: 5293.414062
	Iteration 61Q: 3 clusters Score -7875387 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -7875403.000000 Penalty: 5293.414062
	Iteration 62Q: 3 clusters Score -7875403 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -7875400.500000 Penalty: 5293.414062
	Iteration 63Q: 3 clusters Score -7875400 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -7875403.500000 Penalty: 5293.414062
	Iteration 64Q: 3 clusters Score -7875404 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -7875399.000000 Penalty: 5293.414062
	Iteration 65Q: 3 clusters Score -7875399 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -7875388.500000 Penalty: 5293.414062
	Iteration 66Q: 3 clusters Score -7875388 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33988 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -7875405.500000 Penalty: 5293.414062
	Iteration 67Q: 3 clusters Score -7875406 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -7875405.000000 Penalty: 5293.414062
	Iteration 68Q: 3 clusters Score -7875405 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34051 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -7875400.000000 Penalty: 5293.414062
	Iteration 69Q: 3 clusters Score -7875400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -7875406.500000 Penalty: 5293.414062
	Iteration 70Q: 3 clusters Score -7875406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -7875408.000000 Penalty: 5293.414062
	Iteration 71Q: 3 clusters Score -7875408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34127 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -7875399.500000 Penalty: 5293.414062
	Iteration 72Q: 3 clusters Score -7875400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -7875395.000000 Penalty: 5293.414062
	Iteration 73Q: 3 clusters Score -7875395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34152 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -7875399.000000 Penalty: 5293.414062
	Iteration 74Q: 3 clusters Score -7875399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -7875407.000000 Penalty: 5293.414062
	Iteration 75Q: 3 clusters Score -7875407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -7875409.000000 Penalty: 5293.414062
	Iteration 76Q: 3 clusters Score -7875409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -7875411.500000 Penalty: 5293.414062
	Iteration 77Q: 3 clusters Score -7875412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -7875411.000000 Penalty: 5293.414062
	Iteration 78Q: 3 clusters Score -7875411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -7875406.500000 Penalty: 5293.414062
	Iteration 79Q: 3 clusters Score -7875406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -7875408.500000 Penalty: 5293.414062
	Iteration 80F: 3 clusters Score -7875408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -7875414.500000 Penalty: 5293.414062
	Iteration 81Q: 3 clusters Score -7875414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -7875420.500000 Penalty: 5293.414062
	Iteration 82Q: 3 clusters Score -7875420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -7875420.500000 Penalty: 5293.414062
	Iteration 83F: 3 clusters Score -7875420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 41619 members 
Mstep: Class 3 contains 44710 members 
Mstep: Class 4 contains 46810 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24638 members 
Mstep: Class 7 contains 49802 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47044 members 
Mstep: Class 10 contains 42604 members 
Mstep: Class 11 contains 47224 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 40446 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 44429 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47477 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 34183 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50733 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 8957 members 
Entering Unmasked Estep 
Score: -111241760.000000 Penalty: 82671.179688
Splitting cluster 21 changes total score from -111242048.000000 to -111241760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -102341.140625 Penalty: 1640.119263
	Iteration 0F: 2 clusters Score -102341.1 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 371 members 
Entering Unmasked Estep 
Score: -100736.804688 Penalty: 3280.238525
	Iteration 0F: 3 clusters Score -100736.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -101159.664062 Penalty: 3280.238525
	Iteration 1F: 3 clusters Score -101159.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -101421.335938 Penalty: 3280.238525
	Iteration 2F: 3 clusters Score -101421.3 nChanged 53
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: -101621.093750 Penalty: 3280.238525
	Iteration 3F: 3 clusters Score -101621.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -101754.492188 Penalty: 3280.238525
	Iteration 4F: 3 clusters Score -101754.5 nChanged 21
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: -101822.953125 Penalty: 3280.238525
	Iteration 5Q: 3 clusters Score -101823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -101882.875000 Penalty: 3280.238525
	Iteration 6Q: 3 clusters Score -101882.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -101935.578125 Penalty: 3280.238525
	Iteration 7Q: 3 clusters Score -101935.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -101964.070312 Penalty: 3280.238525
	Iteration 8Q: 3 clusters Score -101964.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -101979.429688 Penalty: 3280.238525
	Iteration 9Q: 3 clusters Score -101979.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -101997.976562 Penalty: 3280.238525
	Iteration 10Q: 3 clusters Score -101998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -102014.570312 Penalty: 3280.238525
	Iteration 11Q: 3 clusters Score -102014.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -102036.679688 Penalty: 3280.238525
	Iteration 12Q: 3 clusters Score -102036.7 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: -102057.156250 Penalty: 3280.238525
	Iteration 13Q: 3 clusters Score -102057.2 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: -102068.343750 Penalty: 3280.238525
	Iteration 14Q: 3 clusters Score -102068.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -102080.414062 Penalty: 3280.238525
	Iteration 15Q: 3 clusters Score -102080.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -102087.093750 Penalty: 3280.238525
	Iteration 16Q: 3 clusters Score -102087.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -102095.648438 Penalty: 3280.238525
	Iteration 17Q: 3 clusters Score -102095.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -102100.148438 Penalty: 3280.238525
	Iteration 18Q: 3 clusters Score -102100.1 nChanged 3
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: -102108.835938 Penalty: 3280.238525
	Iteration 19Q: 3 clusters Score -102108.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -102116.476562 Penalty: 3280.238525
	Iteration 20F: 3 clusters Score -102116.5 nChanged 1
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: -102118.351562 Penalty: 3280.238525
	Iteration 21Q: 3 clusters Score -102118.4 nChanged 0
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: -102118.351562 Penalty: 3280.238525
	Iteration 22F: 3 clusters Score -102118.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (50733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50733 members 
Entering Unmasked Estep 
Score: -9329318.000000 Penalty: 2686.914307
	Iteration 0F: 2 clusters Score -9329318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -9298637.000000 Penalty: 5373.828613
	Iteration 0F: 3 clusters Score -9298637 nChanged 23507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -9311916.000000 Penalty: 5373.828613
	Iteration 1F: 3 clusters Score -9311916 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -9312603.000000 Penalty: 5373.828613
	Iteration 2Q: 3 clusters Score -9312603 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -9313327.000000 Penalty: 5373.828613
	Iteration 3Q: 3 clusters Score -9313327 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -9314220.000000 Penalty: 5373.828613
	Iteration 4Q: 3 clusters Score -9314220 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -9315533.000000 Penalty: 5373.828613
	Iteration 5F: 3 clusters Score -9315533 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -9317218.000000 Penalty: 5373.828613
	Iteration 6F: 3 clusters Score -9317218 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -9319382.000000 Penalty: 5373.828613
	Iteration 7F: 3 clusters Score -9319382 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41179 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -9321950.000000 Penalty: 5373.828613
	Iteration 8F: 3 clusters Score -9321950 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -9324276.000000 Penalty: 5373.828613
	Iteration 9F: 3 clusters Score -9324276 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47113 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -9325865.000000 Penalty: 5373.828613
	Iteration 10F: 3 clusters Score -9325865 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48860 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -9326501.000000 Penalty: 5373.828613
	Iteration 11Q: 3 clusters Score -9326501 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49747 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -9326772.000000 Penalty: 5373.828613
	Iteration 12Q: 3 clusters Score -9326772 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50107 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -9326891.000000 Penalty: 5373.828613
	Iteration 13Q: 3 clusters Score -9326891 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50251 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -9326955.000000 Penalty: 5373.828613
	Iteration 14Q: 3 clusters Score -9326955 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50322 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -9326998.000000 Penalty: 5373.828613
	Iteration 15Q: 3 clusters Score -9326998 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50361 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9327009.000000 Penalty: 5373.828613
	Iteration 16Q: 3 clusters Score -9327009 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50388 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9327049.000000 Penalty: 5373.828613
	Iteration 17Q: 3 clusters Score -9327049 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50401 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -9327061.000000 Penalty: 5373.828613
	Iteration 18Q: 3 clusters Score -9327061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50411 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -9327057.000000 Penalty: 5373.828613
	Iteration 19Q: 3 clusters Score -9327057 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50416 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -9327049.000000 Penalty: 5373.828613
	Iteration 20F: 3 clusters Score -9327049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50424 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9327059.000000 Penalty: 5373.828613
	Iteration 21Q: 3 clusters Score -9327059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50429 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9327065.000000 Penalty: 5373.828613
	Iteration 22Q: 3 clusters Score -9327065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50430 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -9327070.000000 Penalty: 5373.828613
	Iteration 23Q: 3 clusters Score -9327070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50433 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -9327069.000000 Penalty: 5373.828613
	Iteration 24Q: 3 clusters Score -9327069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50432 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -9327073.000000 Penalty: 5373.828613
	Iteration 25Q: 3 clusters Score -9327073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50432 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -9327073.000000 Penalty: 5373.828613
	Iteration 26F: 3 clusters Score -9327073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -74500.921875 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -74500.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -72971.656250 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -72971.66 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -73368.531250 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -73368.53 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -73600.476562 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -73600.48 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -73750.593750 Penalty: 3184.317383
	Iteration 3F: 3 clusters Score -73750.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -73845.687500 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -73845.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -73874.101562 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -73874.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -73886.632812 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -73886.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -73891.757812 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -73891.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -73894.484375 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -73894.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -73899.460938 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -73899.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -73902.226562 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -73902.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -73908.687500 Penalty: 3184.317383
	Iteration 11Q: 3 clusters Score -73908.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -73911.984375 Penalty: 3184.317383
	Iteration 12Q: 3 clusters Score -73911.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -73911.984375 Penalty: 3184.317383
	Iteration 13F: 3 clusters Score -73911.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 41619 members 
Mstep: Class 3 contains 44710 members 
Mstep: Class 4 contains 46810 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24638 members 
Mstep: Class 7 contains 49802 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47044 members 
Mstep: Class 10 contains 42604 members 
Mstep: Class 11 contains 47224 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 40446 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 44429 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47477 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43140 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50733 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242224.000000 Penalty: 79364.328125
Iteration 439Q: 25 clusters Score -1.112422e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 41621 members 
Mstep: Class 3 contains 44709 members 
Mstep: Class 4 contains 46813 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24639 members 
Mstep: Class 7 contains 49811 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47048 members 
Mstep: Class 10 contains 42605 members 
Mstep: Class 11 contains 47224 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 40448 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 44428 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47462 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43132 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50743 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242224.000000 Penalty: 79364.328125
Iteration 440F: 25 clusters Score -1.112422e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 41620 members 
Mstep: Class 3 contains 44714 members 
Mstep: Class 4 contains 46815 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24638 members 
Mstep: Class 7 contains 49828 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47047 members 
Mstep: Class 10 contains 42602 members 
Mstep: Class 11 contains 47222 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 40448 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 44424 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47446 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43127 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50751 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242144.000000 Penalty: 79364.328125
Iteration 441Q: 25 clusters Score -1.112421e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 41624 members 
Mstep: Class 3 contains 44720 members 
Mstep: Class 4 contains 46808 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24637 members 
Mstep: Class 7 contains 49836 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47049 members 
Mstep: Class 10 contains 42602 members 
Mstep: Class 11 contains 47224 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 40451 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 44426 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47436 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43125 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50749 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242232.000000 Penalty: 79364.328125
Iteration 442Q: 25 clusters Score -1.112422e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 41622 members 
Mstep: Class 3 contains 44722 members 
Mstep: Class 4 contains 46811 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24637 members 
Mstep: Class 7 contains 49836 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47047 members 
Mstep: Class 10 contains 42601 members 
Mstep: Class 11 contains 47230 members 
Mstep: Class 12 contains 1332 members 
Mstep: Class 13 contains 40460 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 44425 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47431 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43118 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50752 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242240.000000 Penalty: 79364.328125
Iteration 443Q: 25 clusters Score -1.112422e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 41621 members 
Mstep: Class 3 contains 44721 members 
Mstep: Class 4 contains 46814 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24637 members 
Mstep: Class 7 contains 49831 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47052 members 
Mstep: Class 10 contains 42603 members 
Mstep: Class 11 contains 47228 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 40464 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 44427 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47427 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43117 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50748 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242392.000000 Penalty: 79364.328125
Iteration 444Q: 25 clusters Score -1.112424e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 41634 members 
Mstep: Class 3 contains 44724 members 
Mstep: Class 4 contains 46814 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24637 members 
Mstep: Class 7 contains 49832 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47047 members 
Mstep: Class 10 contains 42600 members 
Mstep: Class 11 contains 47225 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 40465 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 44431 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47419 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43117 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50746 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242360.000000 Penalty: 79364.328125
Iteration 445Q: 25 clusters Score -1.112424e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38158 members 
Mstep: Class 2 contains 41634 members 
Mstep: Class 3 contains 44725 members 
Mstep: Class 4 contains 46817 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24635 members 
Mstep: Class 7 contains 49839 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47042 members 
Mstep: Class 10 contains 42597 members 
Mstep: Class 11 contains 47218 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 40464 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 44427 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47424 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43119 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50747 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242384.000000 Penalty: 79364.328125
Iteration 446Q: 25 clusters Score -1.112424e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38158 members 
Mstep: Class 2 contains 41635 members 
Mstep: Class 3 contains 44720 members 
Mstep: Class 4 contains 46818 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24632 members 
Mstep: Class 7 contains 49842 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47036 members 
Mstep: Class 10 contains 42598 members 
Mstep: Class 11 contains 47219 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 40468 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 44428 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47432 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43117 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50743 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242344.000000 Penalty: 79364.328125
Iteration 447Q: 25 clusters Score -1.112423e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 41633 members 
Mstep: Class 3 contains 44723 members 
Mstep: Class 4 contains 46816 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24633 members 
Mstep: Class 7 contains 49851 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 9 contains 47040 members 
Mstep: Class 10 contains 42600 members 
Mstep: Class 11 contains 47214 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 40466 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 44436 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47421 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43112 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50744 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242272.000000 Penalty: 79364.328125
Iteration 448Q: 25 clusters Score -1.112423e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 41632 members 
Mstep: Class 3 contains 44726 members 
Mstep: Class 4 contains 46814 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24631 members 
Mstep: Class 7 contains 49848 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 47044 members 
Mstep: Class 10 contains 42598 members 
Mstep: Class 11 contains 47212 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 40463 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 44433 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47428 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43113 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50746 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242264.000000 Penalty: 79364.328125
Iteration 449Q: 25 clusters Score -1.112423e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 41634 members 
Mstep: Class 3 contains 44731 members 
Mstep: Class 4 contains 46815 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24630 members 
Mstep: Class 7 contains 49843 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 47040 members 
Mstep: Class 10 contains 42592 members 
Mstep: Class 11 contains 47212 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 40465 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 44436 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47430 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43114 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50748 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242272.000000 Penalty: 79364.328125
Iteration 450Q: 25 clusters Score -1.112423e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 41633 members 
Mstep: Class 3 contains 44733 members 
Mstep: Class 4 contains 46811 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24632 members 
Mstep: Class 7 contains 49836 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 47044 members 
Mstep: Class 10 contains 42596 members 
Mstep: Class 11 contains 47221 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 40465 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 44435 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47424 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43110 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50756 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242352.000000 Penalty: 79364.328125
Iteration 451Q: 25 clusters Score -1.112424e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 41634 members 
Mstep: Class 3 contains 44740 members 
Mstep: Class 4 contains 46805 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24632 members 
Mstep: Class 7 contains 49836 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 47050 members 
Mstep: Class 10 contains 42596 members 
Mstep: Class 11 contains 47225 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 40463 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 44431 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47416 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43108 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50759 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242328.000000 Penalty: 79364.328125
Iteration 452Q: 25 clusters Score -1.112423e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38158 members 
Mstep: Class 2 contains 41631 members 
Mstep: Class 3 contains 44745 members 
Mstep: Class 4 contains 46804 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24633 members 
Mstep: Class 7 contains 49825 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 47045 members 
Mstep: Class 10 contains 42597 members 
Mstep: Class 11 contains 47220 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 40465 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 44431 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47420 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43103 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50769 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242264.000000 Penalty: 79364.328125
Iteration 453Q: 25 clusters Score -1.112423e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 41636 members 
Mstep: Class 3 contains 44744 members 
Mstep: Class 4 contains 46798 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24633 members 
Mstep: Class 7 contains 49817 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 47039 members 
Mstep: Class 10 contains 42598 members 
Mstep: Class 11 contains 47217 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 40464 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 44435 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47423 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43104 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50779 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242216.000000 Penalty: 79364.328125
Iteration 454Q: 25 clusters Score -1.112422e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 41636 members 
Mstep: Class 3 contains 44745 members 
Mstep: Class 4 contains 46793 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24633 members 
Mstep: Class 7 contains 49812 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 47037 members 
Mstep: Class 10 contains 42599 members 
Mstep: Class 11 contains 47215 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 40465 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 44440 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47426 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43106 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50780 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242224.000000 Penalty: 79364.328125
Iteration 455Q: 25 clusters Score -1.112422e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 41634 members 
Mstep: Class 3 contains 44744 members 
Mstep: Class 4 contains 46790 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24634 members 
Mstep: Class 7 contains 49801 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 47028 members 
Mstep: Class 10 contains 42598 members 
Mstep: Class 11 contains 47219 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 40467 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 44445 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47431 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43103 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50792 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242240.000000 Penalty: 79364.328125
Iteration 456Q: 25 clusters Score -1.112422e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 41633 members 
Mstep: Class 3 contains 44735 members 
Mstep: Class 4 contains 46791 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24635 members 
Mstep: Class 7 contains 49794 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 47021 members 
Mstep: Class 10 contains 42598 members 
Mstep: Class 11 contains 47215 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 40467 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 44445 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47438 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43101 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50807 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242144.000000 Penalty: 79364.328125
Iteration 457Q: 25 clusters Score -1.112421e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 41630 members 
Mstep: Class 3 contains 44724 members 
Mstep: Class 4 contains 46791 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24636 members 
Mstep: Class 7 contains 49789 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 47010 members 
Mstep: Class 10 contains 42605 members 
Mstep: Class 11 contains 47213 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 40468 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 44446 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47444 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43096 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50826 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242240.000000 Penalty: 79364.328125
Iteration 458Q: 25 clusters Score -1.112422e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 41630 members 
Mstep: Class 3 contains 44718 members 
Mstep: Class 4 contains 46789 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24635 members 
Mstep: Class 7 contains 49793 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 47015 members 
Mstep: Class 10 contains 42607 members 
Mstep: Class 11 contains 47213 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 40465 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 44438 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47444 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43100 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50828 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242208.000000 Penalty: 79364.328125
Iteration 459Q: 25 clusters Score -1.112422e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 41629 members 
Mstep: Class 3 contains 44716 members 
Mstep: Class 4 contains 46788 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24636 members 
Mstep: Class 7 contains 49786 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 47015 members 
Mstep: Class 10 contains 42605 members 
Mstep: Class 11 contains 47216 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 40469 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 44433 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47447 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43103 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50831 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242176.000000 Penalty: 79364.328125
Iteration 460F: 25 clusters Score -1.112422e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 41627 members 
Mstep: Class 3 contains 44711 members 
Mstep: Class 4 contains 46787 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24638 members 
Mstep: Class 7 contains 49792 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 47007 members 
Mstep: Class 10 contains 42605 members 
Mstep: Class 11 contains 47216 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 40468 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 44430 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47457 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43098 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50839 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242192.000000 Penalty: 79364.328125
Iteration 461Q: 25 clusters Score -1.112422e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 41628 members 
Mstep: Class 3 contains 44710 members 
Mstep: Class 4 contains 46789 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24639 members 
Mstep: Class 7 contains 49797 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 47001 members 
Mstep: Class 10 contains 42606 members 
Mstep: Class 11 contains 47210 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 40462 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 44434 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47462 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43100 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50842 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242216.000000 Penalty: 79364.328125
Iteration 462Q: 25 clusters Score -1.112422e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 41622 members 
Mstep: Class 3 contains 44717 members 
Mstep: Class 4 contains 46794 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24640 members 
Mstep: Class 7 contains 49798 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46995 members 
Mstep: Class 10 contains 42602 members 
Mstep: Class 11 contains 47207 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 40465 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 44435 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47459 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43102 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50849 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242232.000000 Penalty: 79364.328125
Iteration 463Q: 25 clusters Score -1.112422e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 41620 members 
Mstep: Class 3 contains 44722 members 
Mstep: Class 4 contains 46791 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24640 members 
Mstep: Class 7 contains 49788 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 47002 members 
Mstep: Class 10 contains 42601 members 
Mstep: Class 11 contains 47205 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 40469 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 44438 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47457 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43102 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50856 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242328.000000 Penalty: 79364.328125
Iteration 464Q: 25 clusters Score -1.112423e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 41619 members 
Mstep: Class 3 contains 44719 members 
Mstep: Class 4 contains 46790 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24640 members 
Mstep: Class 7 contains 49791 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 47006 members 
Mstep: Class 10 contains 42607 members 
Mstep: Class 11 contains 47204 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 40472 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 44434 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47459 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43101 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50854 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242312.000000 Penalty: 79364.328125
Iteration 465Q: 25 clusters Score -1.112423e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 41620 members 
Mstep: Class 3 contains 44717 members 
Mstep: Class 4 contains 46792 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24640 members 
Mstep: Class 7 contains 49785 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 47007 members 
Mstep: Class 10 contains 42606 members 
Mstep: Class 11 contains 47201 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 40473 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 44438 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47457 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43100 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50858 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242304.000000 Penalty: 79364.328125
Iteration 466Q: 25 clusters Score -1.112423e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 41618 members 
Mstep: Class 3 contains 44720 members 
Mstep: Class 4 contains 46789 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24641 members 
Mstep: Class 7 contains 49783 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 47007 members 
Mstep: Class 10 contains 42601 members 
Mstep: Class 11 contains 47201 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 40475 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 44439 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47458 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43099 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50857 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242256.000000 Penalty: 79364.328125
Iteration 467Q: 25 clusters Score -1.112423e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38156 members 
Mstep: Class 2 contains 41617 members 
Mstep: Class 3 contains 44725 members 
Mstep: Class 4 contains 46788 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24642 members 
Mstep: Class 7 contains 49782 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 47008 members 
Mstep: Class 10 contains 42597 members 
Mstep: Class 11 contains 47201 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 40476 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 44437 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47456 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43102 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50858 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242288.000000 Penalty: 79364.328125
Iteration 468Q: 25 clusters Score -1.112423e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 41618 members 
Mstep: Class 3 contains 44727 members 
Mstep: Class 4 contains 46784 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24644 members 
Mstep: Class 7 contains 49772 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 47005 members 
Mstep: Class 10 contains 42596 members 
Mstep: Class 11 contains 47203 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 40480 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 44440 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47451 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43102 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50862 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242224.000000 Penalty: 79364.328125
Iteration 469Q: 25 clusters Score -1.112422e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 41615 members 
Mstep: Class 3 contains 44728 members 
Mstep: Class 4 contains 46778 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24644 members 
Mstep: Class 7 contains 49768 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 47008 members 
Mstep: Class 10 contains 42593 members 
Mstep: Class 11 contains 47205 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 40488 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 44442 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47445 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43102 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50864 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242256.000000 Penalty: 79364.328125
Iteration 470Q: 25 clusters Score -1.112423e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 41612 members 
Mstep: Class 3 contains 44726 members 
Mstep: Class 4 contains 46772 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24645 members 
Mstep: Class 7 contains 49769 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 47003 members 
Mstep: Class 10 contains 42594 members 
Mstep: Class 11 contains 47209 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 40491 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 44440 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47447 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43104 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50865 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242232.000000 Penalty: 79364.328125
Iteration 471Q: 25 clusters Score -1.112422e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 41610 members 
Mstep: Class 3 contains 44725 members 
Mstep: Class 4 contains 46772 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24646 members 
Mstep: Class 7 contains 49776 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46999 members 
Mstep: Class 10 contains 42592 members 
Mstep: Class 11 contains 47210 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 40491 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 44440 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47446 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43108 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50863 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242216.000000 Penalty: 79364.328125
Iteration 472Q: 25 clusters Score -1.112422e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 41611 members 
Mstep: Class 3 contains 44722 members 
Mstep: Class 4 contains 46772 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24645 members 
Mstep: Class 7 contains 49778 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46992 members 
Mstep: Class 10 contains 42593 members 
Mstep: Class 11 contains 47211 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 40493 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 44441 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47447 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43110 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50863 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242160.000000 Penalty: 79364.328125
Iteration 473Q: 25 clusters Score -1.112422e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 41609 members 
Mstep: Class 3 contains 44720 members 
Mstep: Class 4 contains 46776 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24644 members 
Mstep: Class 7 contains 49780 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46987 members 
Mstep: Class 10 contains 42592 members 
Mstep: Class 11 contains 47215 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 40498 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 44439 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47448 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43112 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50865 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242152.000000 Penalty: 79364.328125
Iteration 474Q: 25 clusters Score -1.112422e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 41605 members 
Mstep: Class 3 contains 44717 members 
Mstep: Class 4 contains 46776 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24645 members 
Mstep: Class 7 contains 49781 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46986 members 
Mstep: Class 10 contains 42593 members 
Mstep: Class 11 contains 47213 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 40498 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 44439 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47453 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43111 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50868 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242160.000000 Penalty: 79364.328125
Iteration 475Q: 25 clusters Score -1.112422e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 41607 members 
Mstep: Class 3 contains 44716 members 
Mstep: Class 4 contains 46779 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24645 members 
Mstep: Class 7 contains 49782 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46980 members 
Mstep: Class 10 contains 42595 members 
Mstep: Class 11 contains 47213 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 40495 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1257 members 
Mstep: Class 16 contains 44442 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47449 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43111 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50867 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242168.000000 Penalty: 79364.328125
Iteration 476Q: 25 clusters Score -1.112422e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 41608 members 
Mstep: Class 3 contains 44719 members 
Mstep: Class 4 contains 46780 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24646 members 
Mstep: Class 7 contains 49778 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46978 members 
Mstep: Class 10 contains 42596 members 
Mstep: Class 11 contains 47212 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 40500 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1256 members 
Mstep: Class 16 contains 44443 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47439 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43111 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50870 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242152.000000 Penalty: 79364.328125
Iteration 477Q: 25 clusters Score -1.112422e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 41606 members 
Mstep: Class 3 contains 44722 members 
Mstep: Class 4 contains 46780 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24647 members 
Mstep: Class 7 contains 49780 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46978 members 
Mstep: Class 10 contains 42596 members 
Mstep: Class 11 contains 47212 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 40500 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1255 members 
Mstep: Class 16 contains 44443 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47434 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43114 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50869 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242104.000000 Penalty: 79364.328125
Iteration 478Q: 25 clusters Score -1.112421e+08 nChanged 67
Entering ConstructFrom: 
Score: -111242104.000000 Penalty: 79364.328125
Entering ConstructFrom: 
Trying to split cluster 1 (38165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38165 members 
Entering Unmasked Estep 
Score: -6925991.000000 Penalty: 2616.319092
	Iteration 0F: 2 clusters Score -6925991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -6900102.000000 Penalty: 5232.638184
	Iteration 0F: 3 clusters Score -6900102 nChanged 17511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -6909883.000000 Penalty: 5232.638184
	Iteration 1F: 3 clusters Score -6909883 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -6910555.500000 Penalty: 5232.638184
	Iteration 2Q: 3 clusters Score -6910556 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -6911308.000000 Penalty: 5232.638184
	Iteration 3Q: 3 clusters Score -6911308 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -6912180.500000 Penalty: 5232.638184
	Iteration 4Q: 3 clusters Score -6912180 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22669 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -6913253.000000 Penalty: 5232.638184
	Iteration 5Q: 3 clusters Score -6913253 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -6914508.000000 Penalty: 5232.638184
	Iteration 6Q: 3 clusters Score -6914508 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -6915708.000000 Penalty: 5232.638184
	Iteration 7Q: 3 clusters Score -6915708 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -6916980.500000 Penalty: 5232.638184
	Iteration 8Q: 3 clusters Score -6916980 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -6917991.000000 Penalty: 5232.638184
	Iteration 9Q: 3 clusters Score -6917991 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -6918762.500000 Penalty: 5232.638184
	Iteration 10Q: 3 clusters Score -6918762 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -6919355.000000 Penalty: 5232.638184
	Iteration 11Q: 3 clusters Score -6919355 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -6919786.500000 Penalty: 5232.638184
	Iteration 12Q: 3 clusters Score -6919786 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -6920139.000000 Penalty: 5232.638184
	Iteration 13Q: 3 clusters Score -6920139 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -6920406.000000 Penalty: 5232.638184
	Iteration 14Q: 3 clusters Score -6920406 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -6920660.000000 Penalty: 5232.638184
	Iteration 15Q: 3 clusters Score -6920660 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -6920955.500000 Penalty: 5232.638184
	Iteration 16Q: 3 clusters Score -6920956 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -6921169.500000 Penalty: 5232.638184
	Iteration 17Q: 3 clusters Score -6921170 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -6921421.000000 Penalty: 5232.638184
	Iteration 18Q: 3 clusters Score -6921421 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -6921649.000000 Penalty: 5232.638184
	Iteration 19Q: 3 clusters Score -6921649 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32437 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -6921926.000000 Penalty: 5232.638184
	Iteration 20F: 3 clusters Score -6921926 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -6922162.000000 Penalty: 5232.638184
	Iteration 21Q: 3 clusters Score -6922162 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -6922357.500000 Penalty: 5232.638184
	Iteration 22Q: 3 clusters Score -6922358 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -6922594.500000 Penalty: 5232.638184
	Iteration 23Q: 3 clusters Score -6922594 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -6922776.000000 Penalty: 5232.638184
	Iteration 24Q: 3 clusters Score -6922776 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -6922924.500000 Penalty: 5232.638184
	Iteration 25Q: 3 clusters Score -6922924 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -6923048.000000 Penalty: 5232.638184
	Iteration 26Q: 3 clusters Score -6923048 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35053 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -6923145.000000 Penalty: 5232.638184
	Iteration 27Q: 3 clusters Score -6923145 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -6923211.000000 Penalty: 5232.638184
	Iteration 28Q: 3 clusters Score -6923211 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -6923270.000000 Penalty: 5232.638184
	Iteration 29Q: 3 clusters Score -6923270 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -6923323.500000 Penalty: 5232.638184
	Iteration 30Q: 3 clusters Score -6923324 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35637 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -6923389.500000 Penalty: 5232.638184
	Iteration 31Q: 3 clusters Score -6923390 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -6923430.000000 Penalty: 5232.638184
	Iteration 32Q: 3 clusters Score -6923430 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -6923467.500000 Penalty: 5232.638184
	Iteration 33Q: 3 clusters Score -6923468 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -6923490.000000 Penalty: 5232.638184
	Iteration 34Q: 3 clusters Score -6923490 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -6923509.000000 Penalty: 5232.638184
	Iteration 35Q: 3 clusters Score -6923509 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -6923555.000000 Penalty: 5232.638184
	Iteration 36Q: 3 clusters Score -6923555 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36138 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -6923573.500000 Penalty: 5232.638184
	Iteration 37Q: 3 clusters Score -6923574 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -6923581.000000 Penalty: 5232.638184
	Iteration 38Q: 3 clusters Score -6923581 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -6923597.500000 Penalty: 5232.638184
	Iteration 39Q: 3 clusters Score -6923598 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36315 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -6923628.000000 Penalty: 5232.638184
	Iteration 40F: 3 clusters Score -6923628 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -6923631.000000 Penalty: 5232.638184
	Iteration 41Q: 3 clusters Score -6923631 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -6923650.500000 Penalty: 5232.638184
	Iteration 42Q: 3 clusters Score -6923650 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36408 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -6923641.500000 Penalty: 5232.638184
	Iteration 43Q: 3 clusters Score -6923642 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -6923651.500000 Penalty: 5232.638184
	Iteration 44Q: 3 clusters Score -6923652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -6923664.500000 Penalty: 5232.638184
	Iteration 45Q: 3 clusters Score -6923664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -6923667.500000 Penalty: 5232.638184
	Iteration 46Q: 3 clusters Score -6923668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -6923670.000000 Penalty: 5232.638184
	Iteration 47Q: 3 clusters Score -6923670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -6923675.500000 Penalty: 5232.638184
	Iteration 48Q: 3 clusters Score -6923676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -6923674.000000 Penalty: 5232.638184
	Iteration 49Q: 3 clusters Score -6923674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -6923677.500000 Penalty: 5232.638184
	Iteration 50Q: 3 clusters Score -6923678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36519 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -6923690.500000 Penalty: 5232.638184
	Iteration 51Q: 3 clusters Score -6923690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -6923690.500000 Penalty: 5232.638184
	Iteration 52Q: 3 clusters Score -6923690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36544 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -6923700.500000 Penalty: 5232.638184
	Iteration 53Q: 3 clusters Score -6923700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -6923707.500000 Penalty: 5232.638184
	Iteration 54Q: 3 clusters Score -6923708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36561 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -6923713.000000 Penalty: 5232.638184
	Iteration 55Q: 3 clusters Score -6923713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -6923720.000000 Penalty: 5232.638184
	Iteration 56Q: 3 clusters Score -6923720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -6923727.500000 Penalty: 5232.638184
	Iteration 57Q: 3 clusters Score -6923728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -6923728.500000 Penalty: 5232.638184
	Iteration 58Q: 3 clusters Score -6923728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36585 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -6923727.000000 Penalty: 5232.638184
	Iteration 59Q: 3 clusters Score -6923727 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -6923726.000000 Penalty: 5232.638184
	Iteration 60F: 3 clusters Score -6923726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36590 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -6923728.000000 Penalty: 5232.638184
	Iteration 61Q: 3 clusters Score -6923728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36590 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -6923728.000000 Penalty: 5232.638184
	Iteration 62F: 3 clusters Score -6923728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (41603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Entering Unmasked Estep 
Score: -7634088.500000 Penalty: 2637.709961
	Iteration 0F: 2 clusters Score -7634088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -7606305.500000 Penalty: 5275.419922
	Iteration 0F: 3 clusters Score -7606306 nChanged 18962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -7616546.500000 Penalty: 5275.419922
	Iteration 1F: 3 clusters Score -7616546 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -7616915.000000 Penalty: 5275.419922
	Iteration 2Q: 3 clusters Score -7616915 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -7617278.000000 Penalty: 5275.419922
	Iteration 3Q: 3 clusters Score -7617278 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -7617666.000000 Penalty: 5275.419922
	Iteration 4Q: 3 clusters Score -7617666 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -7618131.500000 Penalty: 5275.419922
	Iteration 5Q: 3 clusters Score -7618132 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -7618734.000000 Penalty: 5275.419922
	Iteration 6Q: 3 clusters Score -7618734 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -7619645.000000 Penalty: 5275.419922
	Iteration 7Q: 3 clusters Score -7619645 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -7620796.500000 Penalty: 5275.419922
	Iteration 8F: 3 clusters Score -7620796 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -7622339.500000 Penalty: 5275.419922
	Iteration 9F: 3 clusters Score -7622340 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -7624442.500000 Penalty: 5275.419922
	Iteration 10F: 3 clusters Score -7624442 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -7626758.500000 Penalty: 5275.419922
	Iteration 11F: 3 clusters Score -7626758 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -7628575.000000 Penalty: 5275.419922
	Iteration 12F: 3 clusters Score -7628575 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -7629470.500000 Penalty: 5275.419922
	Iteration 13Q: 3 clusters Score -7629470 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -7629828.000000 Penalty: 5275.419922
	Iteration 14Q: 3 clusters Score -7629828 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -7630095.000000 Penalty: 5275.419922
	Iteration 15Q: 3 clusters Score -7630095 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -7630268.500000 Penalty: 5275.419922
	Iteration 16Q: 3 clusters Score -7630268 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -7630428.000000 Penalty: 5275.419922
	Iteration 17Q: 3 clusters Score -7630428 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -7630596.000000 Penalty: 5275.419922
	Iteration 18Q: 3 clusters Score -7630596 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32961 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -7630704.000000 Penalty: 5275.419922
	Iteration 19Q: 3 clusters Score -7630704 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -7630793.500000 Penalty: 5275.419922
	Iteration 20F: 3 clusters Score -7630794 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33749 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -7630914.500000 Penalty: 5275.419922
	Iteration 21Q: 3 clusters Score -7630914 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -7631042.000000 Penalty: 5275.419922
	Iteration 22Q: 3 clusters Score -7631042 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34535 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -7631149.000000 Penalty: 5275.419922
	Iteration 23Q: 3 clusters Score -7631149 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -7631280.000000 Penalty: 5275.419922
	Iteration 24Q: 3 clusters Score -7631280 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -7631386.500000 Penalty: 5275.419922
	Iteration 25Q: 3 clusters Score -7631386 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -7631462.000000 Penalty: 5275.419922
	Iteration 26Q: 3 clusters Score -7631462 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -7631532.000000 Penalty: 5275.419922
	Iteration 27Q: 3 clusters Score -7631532 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -7631566.500000 Penalty: 5275.419922
	Iteration 28Q: 3 clusters Score -7631566 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -7631596.000000 Penalty: 5275.419922
	Iteration 29Q: 3 clusters Score -7631596 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -7631640.000000 Penalty: 5275.419922
	Iteration 30Q: 3 clusters Score -7631640 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36943 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -7631693.500000 Penalty: 5275.419922
	Iteration 31Q: 3 clusters Score -7631694 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -7631747.000000 Penalty: 5275.419922
	Iteration 32Q: 3 clusters Score -7631747 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -7631786.000000 Penalty: 5275.419922
	Iteration 33Q: 3 clusters Score -7631786 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -7631825.000000 Penalty: 5275.419922
	Iteration 34Q: 3 clusters Score -7631825 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -7631858.000000 Penalty: 5275.419922
	Iteration 35Q: 3 clusters Score -7631858 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -7631881.000000 Penalty: 5275.419922
	Iteration 36Q: 3 clusters Score -7631881 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -7631901.500000 Penalty: 5275.419922
	Iteration 37Q: 3 clusters Score -7631902 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38192 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -7631936.500000 Penalty: 5275.419922
	Iteration 38Q: 3 clusters Score -7631936 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -7631940.500000 Penalty: 5275.419922
	Iteration 39Q: 3 clusters Score -7631940 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38415 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -7631976.500000 Penalty: 5275.419922
	Iteration 40F: 3 clusters Score -7631976 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38506 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -7632007.500000 Penalty: 5275.419922
	Iteration 41Q: 3 clusters Score -7632008 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -7632022.500000 Penalty: 5275.419922
	Iteration 42Q: 3 clusters Score -7632022 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -7632036.500000 Penalty: 5275.419922
	Iteration 43Q: 3 clusters Score -7632036 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -7632021.000000 Penalty: 5275.419922
	Iteration 44Q: 3 clusters Score -7632021 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38838 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -7632049.000000 Penalty: 5275.419922
	Iteration 45Q: 3 clusters Score -7632049 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -7632048.500000 Penalty: 5275.419922
	Iteration 46Q: 3 clusters Score -7632048 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38990 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -7632061.000000 Penalty: 5275.419922
	Iteration 47Q: 3 clusters Score -7632061 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -7632078.000000 Penalty: 5275.419922
	Iteration 48Q: 3 clusters Score -7632078 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -7632099.500000 Penalty: 5275.419922
	Iteration 49Q: 3 clusters Score -7632100 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -7632117.500000 Penalty: 5275.419922
	Iteration 50Q: 3 clusters Score -7632118 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39201 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -7632126.500000 Penalty: 5275.419922
	Iteration 51Q: 3 clusters Score -7632126 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -7632140.000000 Penalty: 5275.419922
	Iteration 52Q: 3 clusters Score -7632140 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -7632150.500000 Penalty: 5275.419922
	Iteration 53Q: 3 clusters Score -7632150 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -7632161.500000 Penalty: 5275.419922
	Iteration 54Q: 3 clusters Score -7632162 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -7632162.000000 Penalty: 5275.419922
	Iteration 55Q: 3 clusters Score -7632162 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -7632159.500000 Penalty: 5275.419922
	Iteration 56Q: 3 clusters Score -7632160 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -7632176.000000 Penalty: 5275.419922
	Iteration 57Q: 3 clusters Score -7632176 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -7632182.000000 Penalty: 5275.419922
	Iteration 58Q: 3 clusters Score -7632182 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -7632191.500000 Penalty: 5275.419922
	Iteration 59Q: 3 clusters Score -7632192 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -7632186.000000 Penalty: 5275.419922
	Iteration 60F: 3 clusters Score -7632186 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -7632192.500000 Penalty: 5275.419922
	Iteration 61Q: 3 clusters Score -7632192 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -7632215.000000 Penalty: 5275.419922
	Iteration 62Q: 3 clusters Score -7632215 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -7632204.500000 Penalty: 5275.419922
	Iteration 63Q: 3 clusters Score -7632204 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39711 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -7632195.000000 Penalty: 5275.419922
	Iteration 64Q: 3 clusters Score -7632195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -7632219.000000 Penalty: 5275.419922
	Iteration 65Q: 3 clusters Score -7632219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39741 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -7632223.000000 Penalty: 5275.419922
	Iteration 66Q: 3 clusters Score -7632223 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -7632213.000000 Penalty: 5275.419922
	Iteration 67Q: 3 clusters Score -7632213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -7632219.500000 Penalty: 5275.419922
	Iteration 68Q: 3 clusters Score -7632220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -7632211.000000 Penalty: 5275.419922
	Iteration 69Q: 3 clusters Score -7632211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -7632214.500000 Penalty: 5275.419922
	Iteration 70Q: 3 clusters Score -7632214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -7632218.000000 Penalty: 5275.419922
	Iteration 71Q: 3 clusters Score -7632218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -7632224.500000 Penalty: 5275.419922
	Iteration 72Q: 3 clusters Score -7632224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -7632225.000000 Penalty: 5275.419922
	Iteration 73Q: 3 clusters Score -7632225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -7632226.500000 Penalty: 5275.419922
	Iteration 74Q: 3 clusters Score -7632226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39809 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -7632228.500000 Penalty: 5275.419922
	Iteration 75Q: 3 clusters Score -7632228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -7632223.500000 Penalty: 5275.419922
	Iteration 76Q: 3 clusters Score -7632224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -7632223.500000 Penalty: 5275.419922
	Iteration 77Q: 3 clusters Score -7632224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -7632228.500000 Penalty: 5275.419922
	Iteration 78Q: 3 clusters Score -7632228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -7632237.500000 Penalty: 5275.419922
	Iteration 79Q: 3 clusters Score -7632238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -7632241.500000 Penalty: 5275.419922
	Iteration 80F: 3 clusters Score -7632242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -7632239.500000 Penalty: 5275.419922
	Iteration 81Q: 3 clusters Score -7632240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39855 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -7632240.500000 Penalty: 5275.419922
	Iteration 82Q: 3 clusters Score -7632240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -7632238.500000 Penalty: 5275.419922
	Iteration 83Q: 3 clusters Score -7632238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -7632245.500000 Penalty: 5275.419922
	Iteration 84Q: 3 clusters Score -7632246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -7632244.500000 Penalty: 5275.419922
	Iteration 85Q: 3 clusters Score -7632244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -7632243.000000 Penalty: 5275.419922
	Iteration 86Q: 3 clusters Score -7632243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -7632241.000000 Penalty: 5275.419922
	Iteration 87Q: 3 clusters Score -7632241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39875 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -7632236.000000 Penalty: 5275.419922
	Iteration 88Q: 3 clusters Score -7632236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -7632248.000000 Penalty: 5275.419922
	Iteration 89Q: 3 clusters Score -7632248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -7632252.500000 Penalty: 5275.419922
	Iteration 90Q: 3 clusters Score -7632252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -7632253.000000 Penalty: 5275.419922
	Iteration 91Q: 3 clusters Score -7632253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39908 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -7632242.000000 Penalty: 5275.419922
	Iteration 92Q: 3 clusters Score -7632242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -7632234.500000 Penalty: 5275.419922
	Iteration 93Q: 3 clusters Score -7632234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39936 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -7632233.500000 Penalty: 5275.419922
	Iteration 94Q: 3 clusters Score -7632234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39956 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -7632234.000000 Penalty: 5275.419922
	Iteration 95Q: 3 clusters Score -7632234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39975 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -7632233.500000 Penalty: 5275.419922
	Iteration 96Q: 3 clusters Score -7632234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39990 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -7632237.500000 Penalty: 5275.419922
	Iteration 97Q: 3 clusters Score -7632238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -7632230.000000 Penalty: 5275.419922
	Iteration 98Q: 3 clusters Score -7632230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -7632241.000000 Penalty: 5275.419922
	Iteration 99Q: 3 clusters Score -7632241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -7632237.500000 Penalty: 5275.419922
	Iteration 100F: 3 clusters Score -7632238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -7632236.000000 Penalty: 5275.419922
	Iteration 101Q: 3 clusters Score -7632236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -7632232.000000 Penalty: 5275.419922
	Iteration 102Q: 3 clusters Score -7632232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40028 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -7632227.000000 Penalty: 5275.419922
	Iteration 103Q: 3 clusters Score -7632227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -7632224.500000 Penalty: 5275.419922
	Iteration 104Q: 3 clusters Score -7632224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -7632227.500000 Penalty: 5275.419922
	Iteration 105Q: 3 clusters Score -7632228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -7632230.500000 Penalty: 5275.419922
	Iteration 106Q: 3 clusters Score -7632230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -7632246.000000 Penalty: 5275.419922
	Iteration 107Q: 3 clusters Score -7632246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -7632243.500000 Penalty: 5275.419922
	Iteration 108Q: 3 clusters Score -7632244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -7632246.000000 Penalty: 5275.419922
	Iteration 109Q: 3 clusters Score -7632246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -7632259.000000 Penalty: 5275.419922
	Iteration 110Q: 3 clusters Score -7632259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -7632254.500000 Penalty: 5275.419922
	Iteration 111Q: 3 clusters Score -7632254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -7632249.500000 Penalty: 5275.419922
	Iteration 112Q: 3 clusters Score -7632250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -7632259.500000 Penalty: 5275.419922
	Iteration 113Q: 3 clusters Score -7632260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -7632265.000000 Penalty: 5275.419922
	Iteration 114Q: 3 clusters Score -7632265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -7632253.500000 Penalty: 5275.419922
	Iteration 115Q: 3 clusters Score -7632254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -7632259.000000 Penalty: 5275.419922
	Iteration 116Q: 3 clusters Score -7632259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -7632259.000000 Penalty: 5275.419922
	Iteration 117F: 3 clusters Score -7632259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (44719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Entering Unmasked Estep 
Score: -8234697.000000 Penalty: 2655.622070
	Iteration 0F: 2 clusters Score -8234697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -8205542.000000 Penalty: 5311.244141
	Iteration 0F: 3 clusters Score -8205542 nChanged 20617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -8216815.000000 Penalty: 5311.244141
	Iteration 1F: 3 clusters Score -8216815 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -8217215.000000 Penalty: 5311.244141
	Iteration 2Q: 3 clusters Score -8217215 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -8217605.000000 Penalty: 5311.244141
	Iteration 3Q: 3 clusters Score -8217605 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 24266 members 
Entering Unmasked Estep 
Score: -8217974.500000 Penalty: 5311.244141
	Iteration 4Q: 3 clusters Score -8217974 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -8218401.000000 Penalty: 5311.244141
	Iteration 5Q: 3 clusters Score -8218401 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -8218950.000000 Penalty: 5311.244141
	Iteration 6Q: 3 clusters Score -8218950 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 27801 members 
Entering Unmasked Estep 
Score: -8219693.000000 Penalty: 5311.244141
	Iteration 7Q: 3 clusters Score -8219693 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 29865 members 
Entering Unmasked Estep 
Score: -8220764.000000 Penalty: 5311.244141
	Iteration 8Q: 3 clusters Score -8220764 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -8222589.500000 Penalty: 5311.244141
	Iteration 9F: 3 clusters Score -8222590 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -8225209.500000 Penalty: 5311.244141
	Iteration 10F: 3 clusters Score -8225210 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 39382 members 
Entering Unmasked Estep 
Score: -8228352.500000 Penalty: 5311.244141
	Iteration 11F: 3 clusters Score -8228352 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 42109 members 
Entering Unmasked Estep 
Score: -8230614.000000 Penalty: 5311.244141
	Iteration 12F: 3 clusters Score -8230614 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -8231727.500000 Penalty: 5311.244141
	Iteration 13Q: 3 clusters Score -8231728 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -8232106.000000 Penalty: 5311.244141
	Iteration 14Q: 3 clusters Score -8232106 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -8232229.000000 Penalty: 5311.244141
	Iteration 15Q: 3 clusters Score -8232229 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -8232324.000000 Penalty: 5311.244141
	Iteration 16Q: 3 clusters Score -8232324 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -8232371.000000 Penalty: 5311.244141
	Iteration 17Q: 3 clusters Score -8232371 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 44482 members 
Entering Unmasked Estep 
Score: -8232399.000000 Penalty: 5311.244141
	Iteration 18Q: 3 clusters Score -8232399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -8232421.500000 Penalty: 5311.244141
	Iteration 19Q: 3 clusters Score -8232422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -8232419.000000 Penalty: 5311.244141
	Iteration 20F: 3 clusters Score -8232419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -8232432.000000 Penalty: 5311.244141
	Iteration 21Q: 3 clusters Score -8232432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -8232430.500000 Penalty: 5311.244141
	Iteration 22Q: 3 clusters Score -8232430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 44502 members 
Entering Unmasked Estep 
Score: -8232429.500000 Penalty: 5311.244141
	Iteration 23Q: 3 clusters Score -8232430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 44502 members 
Entering Unmasked Estep 
Score: -8232429.500000 Penalty: 5311.244141
	Iteration 24F: 3 clusters Score -8232430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46780 members 
Entering Unmasked Estep 
Score: -8566468.000000 Penalty: 2666.796387
	Iteration 0F: 2 clusters Score -8566468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 23496 members 
Entering Unmasked Estep 
Score: -8536658.000000 Penalty: 5333.592773
	Iteration 0F: 3 clusters Score -8536658 nChanged 21603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -8548777.000000 Penalty: 5333.592773
	Iteration 1F: 3 clusters Score -8548777 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -8549544.000000 Penalty: 5333.592773
	Iteration 2Q: 3 clusters Score -8549544 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -8550527.000000 Penalty: 5333.592773
	Iteration 3Q: 3 clusters Score -8550527 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -8551835.000000 Penalty: 5333.592773
	Iteration 4F: 3 clusters Score -8551835 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -8553664.000000 Penalty: 5333.592773
	Iteration 5F: 3 clusters Score -8553664 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -8556168.000000 Penalty: 5333.592773
	Iteration 6F: 3 clusters Score -8556168 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -8559189.000000 Penalty: 5333.592773
	Iteration 7F: 3 clusters Score -8559189 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -8561815.000000 Penalty: 5333.592773
	Iteration 8F: 3 clusters Score -8561815 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -8563370.000000 Penalty: 5333.592773
	Iteration 9Q: 3 clusters Score -8563370 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 37234 members 
Entering Unmasked Estep 
Score: -8564120.000000 Penalty: 5333.592773
	Iteration 10Q: 3 clusters Score -8564120 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -8564585.000000 Penalty: 5333.592773
	Iteration 11Q: 3 clusters Score -8564585 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -8564896.000000 Penalty: 5333.592773
	Iteration 12Q: 3 clusters Score -8564896 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 39246 members 
Entering Unmasked Estep 
Score: -8565103.000000 Penalty: 5333.592773
	Iteration 13Q: 3 clusters Score -8565103 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 39768 members 
Entering Unmasked Estep 
Score: -8565286.000000 Penalty: 5333.592773
	Iteration 14Q: 3 clusters Score -8565286 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -8565411.000000 Penalty: 5333.592773
	Iteration 15Q: 3 clusters Score -8565411 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 40653 members 
Entering Unmasked Estep 
Score: -8565496.000000 Penalty: 5333.592773
	Iteration 16Q: 3 clusters Score -8565496 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 41050 members 
Entering Unmasked Estep 
Score: -8565572.000000 Penalty: 5333.592773
	Iteration 17Q: 3 clusters Score -8565572 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -8565603.000000 Penalty: 5333.592773
	Iteration 18Q: 3 clusters Score -8565603 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -8565623.000000 Penalty: 5333.592773
	Iteration 19Q: 3 clusters Score -8565623 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 41841 members 
Entering Unmasked Estep 
Score: -8565669.000000 Penalty: 5333.592773
	Iteration 20F: 3 clusters Score -8565669 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -8565707.000000 Penalty: 5333.592773
	Iteration 21Q: 3 clusters Score -8565707 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -8565691.000000 Penalty: 5333.592773
	Iteration 22Q: 3 clusters Score -8565691 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 42328 members 
Entering Unmasked Estep 
Score: -8565697.000000 Penalty: 5333.592773
	Iteration 23Q: 3 clusters Score -8565697 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 42435 members 
Entering Unmasked Estep 
Score: -8565688.000000 Penalty: 5333.592773
	Iteration 24Q: 3 clusters Score -8565688 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -8565699.000000 Penalty: 5333.592773
	Iteration 25Q: 3 clusters Score -8565699 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 42606 members 
Entering Unmasked Estep 
Score: -8565693.000000 Penalty: 5333.592773
	Iteration 26Q: 3 clusters Score -8565693 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -8565685.000000 Penalty: 5333.592773
	Iteration 27Q: 3 clusters Score -8565685 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -8565691.000000 Penalty: 5333.592773
	Iteration 28Q: 3 clusters Score -8565691 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 42777 members 
Entering Unmasked Estep 
Score: -8565705.000000 Penalty: 5333.592773
	Iteration 29Q: 3 clusters Score -8565705 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 42826 members 
Entering Unmasked Estep 
Score: -8565707.000000 Penalty: 5333.592773
	Iteration 30Q: 3 clusters Score -8565707 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 42864 members 
Entering Unmasked Estep 
Score: -8565701.000000 Penalty: 5333.592773
	Iteration 31Q: 3 clusters Score -8565701 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -8565694.000000 Penalty: 5333.592773
	Iteration 32Q: 3 clusters Score -8565694 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 42922 members 
Entering Unmasked Estep 
Score: -8565692.000000 Penalty: 5333.592773
	Iteration 33Q: 3 clusters Score -8565692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 42944 members 
Entering Unmasked Estep 
Score: -8565688.000000 Penalty: 5333.592773
	Iteration 34Q: 3 clusters Score -8565688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 42960 members 
Entering Unmasked Estep 
Score: -8565692.000000 Penalty: 5333.592773
	Iteration 35Q: 3 clusters Score -8565692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 42967 members 
Entering Unmasked Estep 
Score: -8565695.000000 Penalty: 5333.592773
	Iteration 36Q: 3 clusters Score -8565695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -8565686.000000 Penalty: 5333.592773
	Iteration 37Q: 3 clusters Score -8565686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 42987 members 
Entering Unmasked Estep 
Score: -8565679.000000 Penalty: 5333.592773
	Iteration 38Q: 3 clusters Score -8565679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 42995 members 
Entering Unmasked Estep 
Score: -8565690.000000 Penalty: 5333.592773
	Iteration 39Q: 3 clusters Score -8565690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 43004 members 
Entering Unmasked Estep 
Score: -8565676.000000 Penalty: 5333.592773
	Iteration 40F: 3 clusters Score -8565676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -8565669.000000 Penalty: 5333.592773
	Iteration 41Q: 3 clusters Score -8565669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -8565674.000000 Penalty: 5333.592773
	Iteration 42Q: 3 clusters Score -8565674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 43017 members 
Entering Unmasked Estep 
Score: -8565678.000000 Penalty: 5333.592773
	Iteration 43Q: 3 clusters Score -8565678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 43019 members 
Entering Unmasked Estep 
Score: -8565674.000000 Penalty: 5333.592773
	Iteration 44Q: 3 clusters Score -8565674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -8565675.000000 Penalty: 5333.592773
	Iteration 45Q: 3 clusters Score -8565675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -8565675.000000 Penalty: 5333.592773
	Iteration 46Q: 3 clusters Score -8565675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 43030 members 
Entering Unmasked Estep 
Score: -8565679.000000 Penalty: 5333.592773
	Iteration 47Q: 3 clusters Score -8565679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 43035 members 
Entering Unmasked Estep 
Score: -8565677.000000 Penalty: 5333.592773
	Iteration 48Q: 3 clusters Score -8565677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -8565675.000000 Penalty: 5333.592773
	Iteration 49Q: 3 clusters Score -8565675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 43042 members 
Entering Unmasked Estep 
Score: -8565678.000000 Penalty: 5333.592773
	Iteration 50Q: 3 clusters Score -8565678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -8565678.000000 Penalty: 5333.592773
	Iteration 51Q: 3 clusters Score -8565678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 43052 members 
Entering Unmasked Estep 
Score: -8565683.000000 Penalty: 5333.592773
	Iteration 52Q: 3 clusters Score -8565683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 43057 members 
Entering Unmasked Estep 
Score: -8565676.000000 Penalty: 5333.592773
	Iteration 53Q: 3 clusters Score -8565676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 43062 members 
Entering Unmasked Estep 
Score: -8565680.000000 Penalty: 5333.592773
	Iteration 54Q: 3 clusters Score -8565680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
Score: -8565678.000000 Penalty: 5333.592773
	Iteration 55Q: 3 clusters Score -8565678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -8565683.000000 Penalty: 5333.592773
	Iteration 56Q: 3 clusters Score -8565683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -8565680.000000 Penalty: 5333.592773
	Iteration 57Q: 3 clusters Score -8565680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -8565683.000000 Penalty: 5333.592773
	Iteration 58Q: 3 clusters Score -8565683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
Score: -8565689.000000 Penalty: 5333.592773
	Iteration 59Q: 3 clusters Score -8565689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 43089 members 
Entering Unmasked Estep 
Score: -8565676.000000 Penalty: 5333.592773
	Iteration 60F: 3 clusters Score -8565676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 43090 members 
Entering Unmasked Estep 
Score: -8565683.000000 Penalty: 5333.592773
	Iteration 61Q: 3 clusters Score -8565683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 43092 members 
Entering Unmasked Estep 
Score: -8565677.000000 Penalty: 5333.592773
	Iteration 62Q: 3 clusters Score -8565677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 43092 members 
Entering Unmasked Estep 
Score: -8565677.000000 Penalty: 5333.592773
	Iteration 63F: 3 clusters Score -8565677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Entering Unmasked Estep 
Score: -69771.125000 Penalty: 1502.082520
	Iteration 0F: 2 clusters Score -69771.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -68492.773438 Penalty: 3004.165039
	Iteration 0F: 3 clusters Score -68492.77 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -68794.500000 Penalty: 3004.165039
	Iteration 1F: 3 clusters Score -68794.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -68875.375000 Penalty: 3004.165039
	Iteration 2Q: 3 clusters Score -68875.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -68910.906250 Penalty: 3004.165039
	Iteration 3Q: 3 clusters Score -68910.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -68971.179688 Penalty: 3004.165039
	Iteration 4Q: 3 clusters Score -68971.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -69026.757812 Penalty: 3004.165039
	Iteration 5Q: 3 clusters Score -69026.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -69047.203125 Penalty: 3004.165039
	Iteration 6Q: 3 clusters Score -69047.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -69054.046875 Penalty: 3004.165039
	Iteration 7Q: 3 clusters Score -69054.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -69055.968750 Penalty: 3004.165039
	Iteration 8Q: 3 clusters Score -69055.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -69057.015625 Penalty: 3004.165039
	Iteration 9Q: 3 clusters Score -69057.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -69057.015625 Penalty: 3004.165039
	Iteration 10F: 3 clusters Score -69057.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Entering Unmasked Estep 
Score: -4377849.500000 Penalty: 2507.867676
	Iteration 0F: 2 clusters Score -4377850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -4360896.000000 Penalty: 5015.735352
	Iteration 0F: 3 clusters Score -4360896 nChanged 10878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -4366854.500000 Penalty: 5015.735352
	Iteration 1F: 3 clusters Score -4366854 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -4367378.000000 Penalty: 5015.735352
	Iteration 2F: 3 clusters Score -4367378 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -4367843.500000 Penalty: 5015.735352
	Iteration 3Q: 3 clusters Score -4367844 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -4368395.500000 Penalty: 5015.735352
	Iteration 4Q: 3 clusters Score -4368396 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -4369148.500000 Penalty: 5015.735352
	Iteration 5F: 3 clusters Score -4369148 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -4370207.500000 Penalty: 5015.735352
	Iteration 6F: 3 clusters Score -4370208 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -4371569.500000 Penalty: 5015.735352
	Iteration 7F: 3 clusters Score -4371570 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -4373039.000000 Penalty: 5015.735352
	Iteration 8F: 3 clusters Score -4373039 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -4374161.000000 Penalty: 5015.735352
	Iteration 9F: 3 clusters Score -4374161 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -4374872.500000 Penalty: 5015.735352
	Iteration 10Q: 3 clusters Score -4374872 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -4375275.000000 Penalty: 5015.735352
	Iteration 11Q: 3 clusters Score -4375275 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -4375458.000000 Penalty: 5015.735352
	Iteration 12Q: 3 clusters Score -4375458 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -4375624.000000 Penalty: 5015.735352
	Iteration 13Q: 3 clusters Score -4375624 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -4375765.000000 Penalty: 5015.735352
	Iteration 14Q: 3 clusters Score -4375765 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 24054 members 
Entering Unmasked Estep 
Score: -4375846.500000 Penalty: 5015.735352
	Iteration 15Q: 3 clusters Score -4375846 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -4375904.000000 Penalty: 5015.735352
	Iteration 16Q: 3 clusters Score -4375904 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -4375928.000000 Penalty: 5015.735352
	Iteration 17Q: 3 clusters Score -4375928 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -4375953.500000 Penalty: 5015.735352
	Iteration 18Q: 3 clusters Score -4375954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -4375965.000000 Penalty: 5015.735352
	Iteration 19Q: 3 clusters Score -4375965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -4375970.000000 Penalty: 5015.735352
	Iteration 20F: 3 clusters Score -4375970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -4375981.500000 Penalty: 5015.735352
	Iteration 21Q: 3 clusters Score -4375982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -4375982.500000 Penalty: 5015.735352
	Iteration 22Q: 3 clusters Score -4375982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -4375982.500000 Penalty: 5015.735352
	Iteration 23Q: 3 clusters Score -4375982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -4375985.000000 Penalty: 5015.735352
	Iteration 24Q: 3 clusters Score -4375985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -4375983.500000 Penalty: 5015.735352
	Iteration 25Q: 3 clusters Score -4375984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -4375987.500000 Penalty: 5015.735352
	Iteration 26Q: 3 clusters Score -4375988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -4375984.000000 Penalty: 5015.735352
	Iteration 27Q: 3 clusters Score -4375984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -4375993.000000 Penalty: 5015.735352
	Iteration 28Q: 3 clusters Score -4375993 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -4375993.500000 Penalty: 5015.735352
	Iteration 29Q: 3 clusters Score -4375994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -4375995.000000 Penalty: 5015.735352
	Iteration 30Q: 3 clusters Score -4375995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -4375998.000000 Penalty: 5015.735352
	Iteration 31Q: 3 clusters Score -4375998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -4375998.000000 Penalty: 5015.735352
	Iteration 32F: 3 clusters Score -4375998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (49779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49779 members 
Entering Unmasked Estep 
Score: -9182220.000000 Penalty: 2682.206543
	Iteration 0F: 2 clusters Score -9182220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -9151911.000000 Penalty: 5364.413086
	Iteration 0F: 3 clusters Score -9151911 nChanged 23081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -9164520.000000 Penalty: 5364.413086
	Iteration 1F: 3 clusters Score -9164520 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -9165052.000000 Penalty: 5364.413086
	Iteration 2Q: 3 clusters Score -9165052 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -9165539.000000 Penalty: 5364.413086
	Iteration 3Q: 3 clusters Score -9165539 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -9165944.000000 Penalty: 5364.413086
	Iteration 4Q: 3 clusters Score -9165944 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -9166421.000000 Penalty: 5364.413086
	Iteration 5Q: 3 clusters Score -9166421 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -9166780.000000 Penalty: 5364.413086
	Iteration 6Q: 3 clusters Score -9166780 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -9167238.000000 Penalty: 5364.413086
	Iteration 7Q: 3 clusters Score -9167238 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -9167845.000000 Penalty: 5364.413086
	Iteration 8Q: 3 clusters Score -9167845 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -9168622.000000 Penalty: 5364.413086
	Iteration 9Q: 3 clusters Score -9168622 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -9169619.000000 Penalty: 5364.413086
	Iteration 10Q: 3 clusters Score -9169619 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -9171087.000000 Penalty: 5364.413086
	Iteration 11Q: 3 clusters Score -9171087 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -9172904.000000 Penalty: 5364.413086
	Iteration 12Q: 3 clusters Score -9172904 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -9174472.000000 Penalty: 5364.413086
	Iteration 13Q: 3 clusters Score -9174472 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -9175511.000000 Penalty: 5364.413086
	Iteration 14Q: 3 clusters Score -9175511 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -9176068.000000 Penalty: 5364.413086
	Iteration 15Q: 3 clusters Score -9176068 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -9176459.000000 Penalty: 5364.413086
	Iteration 16Q: 3 clusters Score -9176459 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -9176809.000000 Penalty: 5364.413086
	Iteration 17Q: 3 clusters Score -9176809 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -9177206.000000 Penalty: 5364.413086
	Iteration 18Q: 3 clusters Score -9177206 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -9177607.000000 Penalty: 5364.413086
	Iteration 19Q: 3 clusters Score -9177607 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 33210 members 
Entering Unmasked Estep 
Score: -9178085.000000 Penalty: 5364.413086
	Iteration 20F: 3 clusters Score -9178085 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -9178613.000000 Penalty: 5364.413086
	Iteration 21Q: 3 clusters Score -9178613 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -9179161.000000 Penalty: 5364.413086
	Iteration 22Q: 3 clusters Score -9179161 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16544 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -9179641.000000 Penalty: 5364.413086
	Iteration 23Q: 3 clusters Score -9179641 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -9180099.000000 Penalty: 5364.413086
	Iteration 24Q: 3 clusters Score -9180099 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -9180497.000000 Penalty: 5364.413086
	Iteration 25Q: 3 clusters Score -9180497 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 32749 members 
Entering Unmasked Estep 
Score: -9180761.000000 Penalty: 5364.413086
	Iteration 26Q: 3 clusters Score -9180761 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -9180963.000000 Penalty: 5364.413086
	Iteration 27Q: 3 clusters Score -9180963 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -9181048.000000 Penalty: 5364.413086
	Iteration 28Q: 3 clusters Score -9181048 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -9181084.000000 Penalty: 5364.413086
	Iteration 29Q: 3 clusters Score -9181084 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -9181131.000000 Penalty: 5364.413086
	Iteration 30Q: 3 clusters Score -9181131 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -9181174.000000 Penalty: 5364.413086
	Iteration 31Q: 3 clusters Score -9181174 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 32391 members 
Entering Unmasked Estep 
Score: -9181219.000000 Penalty: 5364.413086
	Iteration 32Q: 3 clusters Score -9181219 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -9181235.000000 Penalty: 5364.413086
	Iteration 33Q: 3 clusters Score -9181235 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -9181256.000000 Penalty: 5364.413086
	Iteration 34Q: 3 clusters Score -9181256 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -9181268.000000 Penalty: 5364.413086
	Iteration 35Q: 3 clusters Score -9181268 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 32387 members 
Entering Unmasked Estep 
Score: -9181274.000000 Penalty: 5364.413086
	Iteration 36Q: 3 clusters Score -9181274 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -9181291.000000 Penalty: 5364.413086
	Iteration 37Q: 3 clusters Score -9181291 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -9181286.000000 Penalty: 5364.413086
	Iteration 38Q: 3 clusters Score -9181286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -9181274.000000 Penalty: 5364.413086
	Iteration 39Q: 3 clusters Score -9181274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 32409 members 
Entering Unmasked Estep 
Score: -9181285.000000 Penalty: 5364.413086
	Iteration 40F: 3 clusters Score -9181285 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 32403 members 
Entering Unmasked Estep 
Score: -9181277.000000 Penalty: 5364.413086
	Iteration 41Q: 3 clusters Score -9181277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -9181291.000000 Penalty: 5364.413086
	Iteration 42Q: 3 clusters Score -9181291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 32405 members 
Entering Unmasked Estep 
Score: -9181283.000000 Penalty: 5364.413086
	Iteration 43Q: 3 clusters Score -9181283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 32406 members 
Entering Unmasked Estep 
Score: -9181287.000000 Penalty: 5364.413086
	Iteration 44Q: 3 clusters Score -9181287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -9181277.000000 Penalty: 5364.413086
	Iteration 45Q: 3 clusters Score -9181277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -9181273.000000 Penalty: 5364.413086
	Iteration 46Q: 3 clusters Score -9181273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -9181273.000000 Penalty: 5364.413086
	Iteration 47Q: 3 clusters Score -9181273 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -9181273.000000 Penalty: 5364.413086
	Iteration 48F: 3 clusters Score -9181273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Entering Unmasked Estep 
Score: -374325.343750 Penalty: 1910.233887
	Iteration 0F: 2 clusters Score -374325.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -371680.406250 Penalty: 3820.467773
	Iteration 0F: 3 clusters Score -371680.4 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -372502.062500 Penalty: 3820.467773
	Iteration 1F: 3 clusters Score -372502.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -372932.750000 Penalty: 3820.467773
	Iteration 2F: 3 clusters Score -372932.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -373341.187500 Penalty: 3820.467773
	Iteration 3F: 3 clusters Score -373341.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -373719.968750 Penalty: 3820.467773
	Iteration 4F: 3 clusters Score -373720 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -374209.531250 Penalty: 3820.467773
	Iteration 5F: 3 clusters Score -374209.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -374386.875000 Penalty: 3820.467773
	Iteration 6Q: 3 clusters Score -374386.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -374489.750000 Penalty: 3820.467773
	Iteration 7Q: 3 clusters Score -374489.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -374524.250000 Penalty: 3820.467773
	Iteration 8Q: 3 clusters Score -374524.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -374538.875000 Penalty: 3820.467773
	Iteration 9Q: 3 clusters Score -374538.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -374548.281250 Penalty: 3820.467773
	Iteration 10Q: 3 clusters Score -374548.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -374556.093750 Penalty: 3820.467773
	Iteration 11Q: 3 clusters Score -374556.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -374564.781250 Penalty: 3820.467773
	Iteration 12Q: 3 clusters Score -374564.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -374570.062500 Penalty: 3820.467773
	Iteration 13Q: 3 clusters Score -374570.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -374576.875000 Penalty: 3820.467773
	Iteration 14Q: 3 clusters Score -374576.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -374587.718750 Penalty: 3820.467773
	Iteration 15Q: 3 clusters Score -374587.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -374602.093750 Penalty: 3820.467773
	Iteration 16Q: 3 clusters Score -374602.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -374611.968750 Penalty: 3820.467773
	Iteration 17Q: 3 clusters Score -374612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -374618.593750 Penalty: 3820.467773
	Iteration 18Q: 3 clusters Score -374618.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -374627.312500 Penalty: 3820.467773
	Iteration 19Q: 3 clusters Score -374627.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -374638.062500 Penalty: 3820.467773
	Iteration 20F: 3 clusters Score -374638.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -374644.906250 Penalty: 3820.467773
	Iteration 21Q: 3 clusters Score -374644.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -374654.468750 Penalty: 3820.467773
	Iteration 22Q: 3 clusters Score -374654.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -374658.968750 Penalty: 3820.467773
	Iteration 23Q: 3 clusters Score -374659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -374661.500000 Penalty: 3820.467773
	Iteration 24Q: 3 clusters Score -374661.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -374662.156250 Penalty: 3820.467773
	Iteration 25Q: 3 clusters Score -374662.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -374663.656250 Penalty: 3820.467773
	Iteration 26Q: 3 clusters Score -374663.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -374667.843750 Penalty: 3820.467773
	Iteration 27Q: 3 clusters Score -374667.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -374671.875000 Penalty: 3820.467773
	Iteration 28Q: 3 clusters Score -374671.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -374671.875000 Penalty: 3820.467773
	Iteration 29F: 3 clusters Score -374671.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 41603 members 
Mstep: Class 3 contains 44719 members 
Mstep: Class 4 contains 46780 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24646 members 
Mstep: Class 7 contains 49779 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 46980 members 
Mstep: Class 10 contains 42595 members 
Mstep: Class 11 contains 47214 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 40499 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1255 members 
Mstep: Class 16 contains 44447 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47436 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43115 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50869 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 326 members 
Entering Unmasked Estep 
Score: -111241128.000000 Penalty: 82671.179688
Splitting cluster 8 changes total score from -111242104.000000 to -111241128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (46980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Entering Unmasked Estep 
Score: -8703036.000000 Penalty: 2667.854248
	Iteration 0F: 2 clusters Score -8703036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -8673728.000000 Penalty: 5335.708496
	Iteration 0F: 3 clusters Score -8673728 nChanged 21553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -8685560.000000 Penalty: 5335.708496
	Iteration 1F: 3 clusters Score -8685560 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -8686248.000000 Penalty: 5335.708496
	Iteration 2Q: 3 clusters Score -8686248 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -8687009.000000 Penalty: 5335.708496
	Iteration 3Q: 3 clusters Score -8687009 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -8687909.000000 Penalty: 5335.708496
	Iteration 4Q: 3 clusters Score -8687909 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -8689193.000000 Penalty: 5335.708496
	Iteration 5Q: 3 clusters Score -8689193 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -8691172.000000 Penalty: 5335.708496
	Iteration 6F: 3 clusters Score -8691172 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -8693684.000000 Penalty: 5335.708496
	Iteration 7F: 3 clusters Score -8693684 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -8696295.000000 Penalty: 5335.708496
	Iteration 8F: 3 clusters Score -8696295 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -8698571.000000 Penalty: 5335.708496
	Iteration 9F: 3 clusters Score -8698571 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -8699920.000000 Penalty: 5335.708496
	Iteration 10Q: 3 clusters Score -8699920 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -8700520.000000 Penalty: 5335.708496
	Iteration 11Q: 3 clusters Score -8700520 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45329 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -8700819.000000 Penalty: 5335.708496
	Iteration 12Q: 3 clusters Score -8700819 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45698 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -8701058.000000 Penalty: 5335.708496
	Iteration 13Q: 3 clusters Score -8701058 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45899 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -8701257.000000 Penalty: 5335.708496
	Iteration 14Q: 3 clusters Score -8701257 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46042 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -8701436.000000 Penalty: 5335.708496
	Iteration 15Q: 3 clusters Score -8701436 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46153 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -8701582.000000 Penalty: 5335.708496
	Iteration 16Q: 3 clusters Score -8701582 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46219 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -8701698.000000 Penalty: 5335.708496
	Iteration 17Q: 3 clusters Score -8701698 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46263 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -8701799.000000 Penalty: 5335.708496
	Iteration 18Q: 3 clusters Score -8701799 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46302 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -8701858.000000 Penalty: 5335.708496
	Iteration 19Q: 3 clusters Score -8701858 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46341 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -8701910.000000 Penalty: 5335.708496
	Iteration 20F: 3 clusters Score -8701910 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -8701966.000000 Penalty: 5335.708496
	Iteration 21Q: 3 clusters Score -8701966 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46403 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8702035.000000 Penalty: 5335.708496
	Iteration 22Q: 3 clusters Score -8702035 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46446 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -8702111.000000 Penalty: 5335.708496
	Iteration 23Q: 3 clusters Score -8702111 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46473 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8702153.000000 Penalty: 5335.708496
	Iteration 24Q: 3 clusters Score -8702153 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46489 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8702177.000000 Penalty: 5335.708496
	Iteration 25Q: 3 clusters Score -8702177 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8702207.000000 Penalty: 5335.708496
	Iteration 26Q: 3 clusters Score -8702207 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46506 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8702225.000000 Penalty: 5335.708496
	Iteration 27Q: 3 clusters Score -8702225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46517 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -8702237.000000 Penalty: 5335.708496
	Iteration 28Q: 3 clusters Score -8702237 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -8702256.000000 Penalty: 5335.708496
	Iteration 29Q: 3 clusters Score -8702256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -8702268.000000 Penalty: 5335.708496
	Iteration 30Q: 3 clusters Score -8702268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46540 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -8702274.000000 Penalty: 5335.708496
	Iteration 31Q: 3 clusters Score -8702274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -8702278.000000 Penalty: 5335.708496
	Iteration 32Q: 3 clusters Score -8702278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46545 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -8702282.000000 Penalty: 5335.708496
	Iteration 33Q: 3 clusters Score -8702282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46551 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -8702289.000000 Penalty: 5335.708496
	Iteration 34Q: 3 clusters Score -8702289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46560 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8702298.000000 Penalty: 5335.708496
	Iteration 35Q: 3 clusters Score -8702298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46570 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8702318.000000 Penalty: 5335.708496
	Iteration 36Q: 3 clusters Score -8702318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -8702335.000000 Penalty: 5335.708496
	Iteration 37Q: 3 clusters Score -8702335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46578 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -8702344.000000 Penalty: 5335.708496
	Iteration 38Q: 3 clusters Score -8702344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46586 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8702354.000000 Penalty: 5335.708496
	Iteration 39Q: 3 clusters Score -8702354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46594 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -8702362.000000 Penalty: 5335.708496
	Iteration 40F: 3 clusters Score -8702362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46598 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -8702379.000000 Penalty: 5335.708496
	Iteration 41Q: 3 clusters Score -8702379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46601 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -8702389.000000 Penalty: 5335.708496
	Iteration 42Q: 3 clusters Score -8702389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -8702393.000000 Penalty: 5335.708496
	Iteration 43Q: 3 clusters Score -8702393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46609 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8702397.000000 Penalty: 5335.708496
	Iteration 44Q: 3 clusters Score -8702397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46615 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -8702410.000000 Penalty: 5335.708496
	Iteration 45Q: 3 clusters Score -8702410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46621 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8702418.000000 Penalty: 5335.708496
	Iteration 46Q: 3 clusters Score -8702418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46622 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -8702417.000000 Penalty: 5335.708496
	Iteration 47Q: 3 clusters Score -8702417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46622 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -8702427.000000 Penalty: 5335.708496
	Iteration 48Q: 3 clusters Score -8702427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46621 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8702422.000000 Penalty: 5335.708496
	Iteration 49Q: 3 clusters Score -8702422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46621 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -8702422.000000 Penalty: 5335.708496
	Iteration 50F: 3 clusters Score -8702422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (42595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Entering Unmasked Estep 
Score: -7821714.000000 Penalty: 2643.554199
	Iteration 0F: 2 clusters Score -7821714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -7793435.000000 Penalty: 5287.108398
	Iteration 0F: 3 clusters Score -7793435 nChanged 19658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -7804191.000000 Penalty: 5287.108398
	Iteration 1F: 3 clusters Score -7804191 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -7804882.500000 Penalty: 5287.108398
	Iteration 2Q: 3 clusters Score -7804882 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -7805680.500000 Penalty: 5287.108398
	Iteration 3Q: 3 clusters Score -7805680 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -7806683.500000 Penalty: 5287.108398
	Iteration 4Q: 3 clusters Score -7806684 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -7808008.000000 Penalty: 5287.108398
	Iteration 5Q: 3 clusters Score -7808008 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -7809402.500000 Penalty: 5287.108398
	Iteration 6Q: 3 clusters Score -7809402 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -7810836.500000 Penalty: 5287.108398
	Iteration 7Q: 3 clusters Score -7810836 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -7812306.000000 Penalty: 5287.108398
	Iteration 8Q: 3 clusters Score -7812306 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -7813573.000000 Penalty: 5287.108398
	Iteration 9Q: 3 clusters Score -7813573 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -7814625.500000 Penalty: 5287.108398
	Iteration 10Q: 3 clusters Score -7814626 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31903 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -7815477.000000 Penalty: 5287.108398
	Iteration 11Q: 3 clusters Score -7815477 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -7816145.500000 Penalty: 5287.108398
	Iteration 12Q: 3 clusters Score -7816146 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -7816735.500000 Penalty: 5287.108398
	Iteration 13Q: 3 clusters Score -7816736 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -7817184.500000 Penalty: 5287.108398
	Iteration 14Q: 3 clusters Score -7817184 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -7817534.500000 Penalty: 5287.108398
	Iteration 15Q: 3 clusters Score -7817534 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33239 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -7817727.500000 Penalty: 5287.108398
	Iteration 16Q: 3 clusters Score -7817728 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -7817878.000000 Penalty: 5287.108398
	Iteration 17Q: 3 clusters Score -7817878 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33397 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -7817986.500000 Penalty: 5287.108398
	Iteration 18Q: 3 clusters Score -7817986 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -7818071.000000 Penalty: 5287.108398
	Iteration 19Q: 3 clusters Score -7818071 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -7818114.500000 Penalty: 5287.108398
	Iteration 20F: 3 clusters Score -7818114 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -7818141.500000 Penalty: 5287.108398
	Iteration 21Q: 3 clusters Score -7818142 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -7818204.000000 Penalty: 5287.108398
	Iteration 22Q: 3 clusters Score -7818204 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33749 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -7818214.500000 Penalty: 5287.108398
	Iteration 23Q: 3 clusters Score -7818214 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -7818241.500000 Penalty: 5287.108398
	Iteration 24Q: 3 clusters Score -7818242 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -7818268.000000 Penalty: 5287.108398
	Iteration 25Q: 3 clusters Score -7818268 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -7818272.500000 Penalty: 5287.108398
	Iteration 26Q: 3 clusters Score -7818272 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -7818305.500000 Penalty: 5287.108398
	Iteration 27Q: 3 clusters Score -7818306 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34000 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -7818323.500000 Penalty: 5287.108398
	Iteration 28Q: 3 clusters Score -7818324 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -7818354.500000 Penalty: 5287.108398
	Iteration 29Q: 3 clusters Score -7818354 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -7818360.000000 Penalty: 5287.108398
	Iteration 30Q: 3 clusters Score -7818360 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -7818394.000000 Penalty: 5287.108398
	Iteration 31Q: 3 clusters Score -7818394 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -7818400.500000 Penalty: 5287.108398
	Iteration 32Q: 3 clusters Score -7818400 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -7818424.000000 Penalty: 5287.108398
	Iteration 33Q: 3 clusters Score -7818424 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -7818443.000000 Penalty: 5287.108398
	Iteration 34Q: 3 clusters Score -7818443 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -7818461.500000 Penalty: 5287.108398
	Iteration 35Q: 3 clusters Score -7818462 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34333 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -7818480.500000 Penalty: 5287.108398
	Iteration 36Q: 3 clusters Score -7818480 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34368 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -7818512.500000 Penalty: 5287.108398
	Iteration 37Q: 3 clusters Score -7818512 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -7818513.000000 Penalty: 5287.108398
	Iteration 38Q: 3 clusters Score -7818513 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -7818555.500000 Penalty: 5287.108398
	Iteration 39Q: 3 clusters Score -7818556 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -7818581.500000 Penalty: 5287.108398
	Iteration 40F: 3 clusters Score -7818582 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -7818620.000000 Penalty: 5287.108398
	Iteration 41Q: 3 clusters Score -7818620 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -7818632.500000 Penalty: 5287.108398
	Iteration 42Q: 3 clusters Score -7818632 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -7818654.500000 Penalty: 5287.108398
	Iteration 43Q: 3 clusters Score -7818654 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -7818662.500000 Penalty: 5287.108398
	Iteration 44Q: 3 clusters Score -7818662 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -7818679.500000 Penalty: 5287.108398
	Iteration 45Q: 3 clusters Score -7818680 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -7818700.000000 Penalty: 5287.108398
	Iteration 46Q: 3 clusters Score -7818700 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34661 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -7818712.500000 Penalty: 5287.108398
	Iteration 47Q: 3 clusters Score -7818712 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -7818743.000000 Penalty: 5287.108398
	Iteration 48Q: 3 clusters Score -7818743 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -7818736.500000 Penalty: 5287.108398
	Iteration 49Q: 3 clusters Score -7818736 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -7818742.500000 Penalty: 5287.108398
	Iteration 50Q: 3 clusters Score -7818742 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -7818757.500000 Penalty: 5287.108398
	Iteration 51Q: 3 clusters Score -7818758 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -7818767.000000 Penalty: 5287.108398
	Iteration 52Q: 3 clusters Score -7818767 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -7818770.500000 Penalty: 5287.108398
	Iteration 53Q: 3 clusters Score -7818770 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34753 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -7818783.000000 Penalty: 5287.108398
	Iteration 54Q: 3 clusters Score -7818783 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34773 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -7818800.500000 Penalty: 5287.108398
	Iteration 55Q: 3 clusters Score -7818800 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -7818797.000000 Penalty: 5287.108398
	Iteration 56Q: 3 clusters Score -7818797 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -7818796.500000 Penalty: 5287.108398
	Iteration 57Q: 3 clusters Score -7818796 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -7818809.000000 Penalty: 5287.108398
	Iteration 58Q: 3 clusters Score -7818809 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -7818823.000000 Penalty: 5287.108398
	Iteration 59Q: 3 clusters Score -7818823 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -7818822.000000 Penalty: 5287.108398
	Iteration 60F: 3 clusters Score -7818822 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34946 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -7818853.000000 Penalty: 5287.108398
	Iteration 61Q: 3 clusters Score -7818853 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -7818860.000000 Penalty: 5287.108398
	Iteration 62Q: 3 clusters Score -7818860 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35025 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -7818868.500000 Penalty: 5287.108398
	Iteration 63Q: 3 clusters Score -7818868 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -7818877.000000 Penalty: 5287.108398
	Iteration 64Q: 3 clusters Score -7818877 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -7818902.500000 Penalty: 5287.108398
	Iteration 65Q: 3 clusters Score -7818902 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -7818901.000000 Penalty: 5287.108398
	Iteration 66Q: 3 clusters Score -7818901 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35235 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7818920 nChanged 85
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Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7818910 nChanged 93
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	Iteration 70Q: 3 clusters Score -7818916 nChanged 85
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	Iteration 71Q: 3 clusters Score -7818922 nChanged 80
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7818938 nChanged 77
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Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7818925 nChanged 73
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	Iteration 74Q: 3 clusters Score -7818952 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35672 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7818944 nChanged 49
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Mstep: Class 1 contains 35709 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 35885 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7819004 nChanged 75
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Mstep: Class 1 contains 35932 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7819020 nChanged 92
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7819019 nChanged 95
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7819018 nChanged 90
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Mstep: Class 1 contains 36133 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7819043 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36189 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7819054 nChanged 78
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Mstep: Class 1 contains 36243 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7819072 nChanged 73
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Mstep: Class 1 contains 36296 members 
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	Iteration 87Q: 3 clusters Score -7819072 nChanged 66
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Mstep: Class 1 contains 36354 members 
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	Iteration 88Q: 3 clusters Score -7819088 nChanged 62
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7819090 nChanged 73
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	Iteration 90Q: 3 clusters Score -7819077 nChanged 74
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Mstep: Class 1 contains 36525 members 
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	Iteration 91Q: 3 clusters Score -7819088 nChanged 68
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Mstep: Class 1 contains 36583 members 
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	Iteration 92Q: 3 clusters Score -7819090 nChanged 74
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	Iteration 93Q: 3 clusters Score -7819084 nChanged 69
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7819085 nChanged 74
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	Iteration 95Q: 3 clusters Score -7819118 nChanged 83
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	Iteration 96Q: 3 clusters Score -7819138 nChanged 76
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7819119 nChanged 87
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	Iteration 98Q: 3 clusters Score -7819132 nChanged 87
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	Iteration 99Q: 3 clusters Score -7819128 nChanged 98
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	Iteration 100F: 3 clusters Score -7819130 nChanged 109
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7819147 nChanged 124
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	Iteration 102Q: 3 clusters Score -7819130 nChanged 107
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7819141 nChanged 105
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Mstep: Class 1 contains 37556 members 
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	Iteration 104Q: 3 clusters Score -7819144 nChanged 113
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	Iteration 105Q: 3 clusters Score -7819162 nChanged 103
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	Iteration 106Q: 3 clusters Score -7819166 nChanged 82
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	Iteration 107Q: 3 clusters Score -7819172 nChanged 76
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Mstep: Class 1 contains 37894 members 
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	Iteration 108Q: 3 clusters Score -7819182 nChanged 85
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	Iteration 109Q: 3 clusters Score -7819198 nChanged 100
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Mstep: Class 1 contains 38065 members 
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	Iteration 110Q: 3 clusters Score -7819198 nChanged 98
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	Iteration 111Q: 3 clusters Score -7819214 nChanged 98
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Mstep: Class 1 contains 38239 members 
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	Iteration 112Q: 3 clusters Score -7819234 nChanged 112
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	Iteration 113Q: 3 clusters Score -7819235 nChanged 106
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	Iteration 114Q: 3 clusters Score -7819261 nChanged 79
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	Iteration 115Q: 3 clusters Score -7819262 nChanged 100
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	Iteration 116Q: 3 clusters Score -7819277 nChanged 105
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Mstep: Class 1 contains 38717 members 
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	Iteration 117Q: 3 clusters Score -7819284 nChanged 82
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	Iteration 118Q: 3 clusters Score -7819308 nChanged 77
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	Iteration 119Q: 3 clusters Score -7819305 nChanged 79
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Score: -7819320.000000 Penalty: 5287.108398
	Iteration 120F: 3 clusters Score -7819320 nChanged 81
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	Iteration 121Q: 3 clusters Score -7819321 nChanged 80
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	Iteration 122Q: 3 clusters Score -7819336 nChanged 96
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	Iteration 123Q: 3 clusters Score -7819349 nChanged 97
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	Iteration 124Q: 3 clusters Score -7819364 nChanged 79
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	Iteration 125Q: 3 clusters Score -7819367 nChanged 81
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	Iteration 126Q: 3 clusters Score -7819374 nChanged 79
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	Iteration 127Q: 3 clusters Score -7819411 nChanged 72
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	Iteration 128Q: 3 clusters Score -7819416 nChanged 70
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	Iteration 129Q: 3 clusters Score -7819420 nChanged 60
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Mstep: Class 1 contains 39684 members 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7819426 nChanged 66
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Mstep: Class 1 contains 39744 members 
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	Iteration 131Q: 3 clusters Score -7819454 nChanged 70
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Mstep: Class 1 contains 39806 members 
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	Iteration 132Q: 3 clusters Score -7819453 nChanged 81
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Mstep: Class 1 contains 39883 members 
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	Iteration 133Q: 3 clusters Score -7819470 nChanged 64
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	Iteration 134Q: 3 clusters Score -7819459 nChanged 61
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	Iteration 135Q: 3 clusters Score -7819478 nChanged 56
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	Iteration 136Q: 3 clusters Score -7819479 nChanged 49
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	Iteration 137Q: 3 clusters Score -7819500 nChanged 49
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	Iteration 138Q: 3 clusters Score -7819502 nChanged 42
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	Iteration 139Q: 3 clusters Score -7819510 nChanged 34
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Score: -7819496.500000 Penalty: 5287.108398
	Iteration 140F: 3 clusters Score -7819496 nChanged 43
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	Iteration 141Q: 3 clusters Score -7819508 nChanged 24
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	Iteration 142Q: 3 clusters Score -7819517 nChanged 14
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	Iteration 143Q: 3 clusters Score -7819531 nChanged 19
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	Iteration 144Q: 3 clusters Score -7819532 nChanged 21
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	Iteration 145Q: 3 clusters Score -7819530 nChanged 16
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	Iteration 146Q: 3 clusters Score -7819531 nChanged 23
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	Iteration 147Q: 3 clusters Score -7819530 nChanged 23
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	Iteration 148Q: 3 clusters Score -7819540 nChanged 24
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	Iteration 149Q: 3 clusters Score -7819550 nChanged 30
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	Iteration 150Q: 3 clusters Score -7819562 nChanged 30
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	Iteration 151Q: 3 clusters Score -7819561 nChanged 33
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -7819560 nChanged 32
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -7819564 nChanged 28
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	Iteration 154Q: 3 clusters Score -7819567 nChanged 22
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	Iteration 155Q: 3 clusters Score -7819570 nChanged 13
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	Iteration 156Q: 3 clusters Score -7819576 nChanged 14
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	Iteration 157Q: 3 clusters Score -7819570 nChanged 15
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	Iteration 158Q: 3 clusters Score -7819569 nChanged 15
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -7819568 nChanged 15
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -7819573 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -7819584.000000 Penalty: 5287.108398
	Iteration 161Q: 3 clusters Score -7819584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -7819579.000000 Penalty: 5287.108398
	Iteration 162Q: 3 clusters Score -7819579 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -7819585.500000 Penalty: 5287.108398
	Iteration 163Q: 3 clusters Score -7819586 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -7819589.500000 Penalty: 5287.108398
	Iteration 164Q: 3 clusters Score -7819590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -7819580.000000 Penalty: 5287.108398
	Iteration 165Q: 3 clusters Score -7819580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40720 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -7819587.500000 Penalty: 5287.108398
	Iteration 166Q: 3 clusters Score -7819588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -7819582.000000 Penalty: 5287.108398
	Iteration 167Q: 3 clusters Score -7819582 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -7819602.000000 Penalty: 5287.108398
	Iteration 168Q: 3 clusters Score -7819602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -7819594.500000 Penalty: 5287.108398
	Iteration 169Q: 3 clusters Score -7819594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -7819601.500000 Penalty: 5287.108398
	Iteration 170Q: 3 clusters Score -7819602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -7819606.000000 Penalty: 5287.108398
	Iteration 171Q: 3 clusters Score -7819606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40838 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -7819622.500000 Penalty: 5287.108398
	Iteration 172Q: 3 clusters Score -7819622 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -7819612.500000 Penalty: 5287.108398
	Iteration 173Q: 3 clusters Score -7819612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40875 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -7819617.000000 Penalty: 5287.108398
	Iteration 174Q: 3 clusters Score -7819617 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -7819622.500000 Penalty: 5287.108398
	Iteration 175Q: 3 clusters Score -7819622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -7819630.500000 Penalty: 5287.108398
	Iteration 176Q: 3 clusters Score -7819630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -7819630.000000 Penalty: 5287.108398
	Iteration 177Q: 3 clusters Score -7819630 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -7819651.000000 Penalty: 5287.108398
	Iteration 178Q: 3 clusters Score -7819651 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40957 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -7819656.000000 Penalty: 5287.108398
	Iteration 179Q: 3 clusters Score -7819656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -7819657.500000 Penalty: 5287.108398
	Iteration 180F: 3 clusters Score -7819658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -7819659.000000 Penalty: 5287.108398
	Iteration 181Q: 3 clusters Score -7819659 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -7819668.000000 Penalty: 5287.108398
	Iteration 182Q: 3 clusters Score -7819668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -7819671.500000 Penalty: 5287.108398
	Iteration 183Q: 3 clusters Score -7819672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -7819679.500000 Penalty: 5287.108398
	Iteration 184Q: 3 clusters Score -7819680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -7819685.500000 Penalty: 5287.108398
	Iteration 185Q: 3 clusters Score -7819686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41042 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -7819675.500000 Penalty: 5287.108398
	Iteration 186Q: 3 clusters Score -7819676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -7819684.500000 Penalty: 5287.108398
	Iteration 187Q: 3 clusters Score -7819684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -7819687.500000 Penalty: 5287.108398
	Iteration 188Q: 3 clusters Score -7819688 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -7819687.000000 Penalty: 5287.108398
	Iteration 189Q: 3 clusters Score -7819687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -7819684.500000 Penalty: 5287.108398
	Iteration 190Q: 3 clusters Score -7819684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41082 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -7819689.000000 Penalty: 5287.108398
	Iteration 191Q: 3 clusters Score -7819689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -7819689.000000 Penalty: 5287.108398
	Iteration 192Q: 3 clusters Score -7819689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41100 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -7819708.500000 Penalty: 5287.108398
	Iteration 193Q: 3 clusters Score -7819708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41110 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -7819705.500000 Penalty: 5287.108398
	Iteration 194Q: 3 clusters Score -7819706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -7819707.000000 Penalty: 5287.108398
	Iteration 195Q: 3 clusters Score -7819707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -7819708.000000 Penalty: 5287.108398
	Iteration 196Q: 3 clusters Score -7819708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41130 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -7819704.500000 Penalty: 5287.108398
	Iteration 197Q: 3 clusters Score -7819704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -7819710.500000 Penalty: 5287.108398
	Iteration 198Q: 3 clusters Score -7819710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -7819709.000000 Penalty: 5287.108398
	Iteration 199Q: 3 clusters Score -7819709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -7819704.000000 Penalty: 5287.108398
	Iteration 200F: 3 clusters Score -7819704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -7819701.000000 Penalty: 5287.108398
	Iteration 201Q: 3 clusters Score -7819701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -7819710.000000 Penalty: 5287.108398
	Iteration 202Q: 3 clusters Score -7819710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -7819710.000000 Penalty: 5287.108398
	Iteration 203F: 3 clusters Score -7819710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (47214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47214 members 
Entering Unmasked Estep 
Score: -8556948.000000 Penalty: 2669.086426
	Iteration 0F: 2 clusters Score -8556948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -8526024.000000 Penalty: 5338.172852
	Iteration 0F: 3 clusters Score -8526024 nChanged 21898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -8538039.000000 Penalty: 5338.172852
	Iteration 1F: 3 clusters Score -8538039 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -8538472.000000 Penalty: 5338.172852
	Iteration 2Q: 3 clusters Score -8538472 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -8538867.000000 Penalty: 5338.172852
	Iteration 3Q: 3 clusters Score -8538867 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24491 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -8539197.000000 Penalty: 5338.172852
	Iteration 4Q: 3 clusters Score -8539197 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -8539485.000000 Penalty: 5338.172852
	Iteration 5Q: 3 clusters Score -8539485 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -8539936.000000 Penalty: 5338.172852
	Iteration 6Q: 3 clusters Score -8539936 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25956 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -8540505.000000 Penalty: 5338.172852
	Iteration 7Q: 3 clusters Score -8540505 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -8541258.000000 Penalty: 5338.172852
	Iteration 8Q: 3 clusters Score -8541258 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -8542517.000000 Penalty: 5338.172852
	Iteration 9Q: 3 clusters Score -8542517 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -8544059.000000 Penalty: 5338.172852
	Iteration 10Q: 3 clusters Score -8544059 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30629 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -8545929.000000 Penalty: 5338.172852
	Iteration 11F: 3 clusters Score -8545929 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -8547626.000000 Penalty: 5338.172852
	Iteration 12F: 3 clusters Score -8547626 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32828 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -8548932.000000 Penalty: 5338.172852
	Iteration 13Q: 3 clusters Score -8548932 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -8549726.000000 Penalty: 5338.172852
	Iteration 14Q: 3 clusters Score -8549726 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -8550253.000000 Penalty: 5338.172852
	Iteration 15Q: 3 clusters Score -8550253 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -8550597.000000 Penalty: 5338.172852
	Iteration 16Q: 3 clusters Score -8550597 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36185 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -8550840.000000 Penalty: 5338.172852
	Iteration 17Q: 3 clusters Score -8550840 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -8551088.000000 Penalty: 5338.172852
	Iteration 18Q: 3 clusters Score -8551088 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -8551316.000000 Penalty: 5338.172852
	Iteration 19Q: 3 clusters Score -8551316 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -8551578.000000 Penalty: 5338.172852
	Iteration 20F: 3 clusters Score -8551578 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39256 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -8551865.000000 Penalty: 5338.172852
	Iteration 21Q: 3 clusters Score -8551865 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40005 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -8552168.000000 Penalty: 5338.172852
	Iteration 22Q: 3 clusters Score -8552168 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40771 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -8552509.000000 Penalty: 5338.172852
	Iteration 23Q: 3 clusters Score -8552509 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41510 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -8552857.000000 Penalty: 5338.172852
	Iteration 24Q: 3 clusters Score -8552857 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42238 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -8553211.000000 Penalty: 5338.172852
	Iteration 25Q: 3 clusters Score -8553211 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -8553475.000000 Penalty: 5338.172852
	Iteration 26Q: 3 clusters Score -8553475 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43524 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -8553722.000000 Penalty: 5338.172852
	Iteration 27Q: 3 clusters Score -8553722 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -8553909.000000 Penalty: 5338.172852
	Iteration 28Q: 3 clusters Score -8553909 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44527 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -8554118.000000 Penalty: 5338.172852
	Iteration 29Q: 3 clusters Score -8554118 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -8554220.000000 Penalty: 5338.172852
	Iteration 30Q: 3 clusters Score -8554220 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45293 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -8554338.000000 Penalty: 5338.172852
	Iteration 31Q: 3 clusters Score -8554338 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45583 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -8554471.000000 Penalty: 5338.172852
	Iteration 32Q: 3 clusters Score -8554471 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45813 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -8554550.000000 Penalty: 5338.172852
	Iteration 33Q: 3 clusters Score -8554550 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -8554610.000000 Penalty: 5338.172852
	Iteration 34Q: 3 clusters Score -8554610 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -8554637.000000 Penalty: 5338.172852
	Iteration 35Q: 3 clusters Score -8554637 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46281 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -8554683.000000 Penalty: 5338.172852
	Iteration 36Q: 3 clusters Score -8554683 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -8554711.000000 Penalty: 5338.172852
	Iteration 37Q: 3 clusters Score -8554711 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46447 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8554757.000000 Penalty: 5338.172852
	Iteration 38Q: 3 clusters Score -8554757 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -8554767.000000 Penalty: 5338.172852
	Iteration 39Q: 3 clusters Score -8554767 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46530 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -8554776.000000 Penalty: 5338.172852
	Iteration 40F: 3 clusters Score -8554776 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46550 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -8554795.000000 Penalty: 5338.172852
	Iteration 41Q: 3 clusters Score -8554795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46563 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -8554800.000000 Penalty: 5338.172852
	Iteration 42Q: 3 clusters Score -8554800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46578 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -8554792.000000 Penalty: 5338.172852
	Iteration 43Q: 3 clusters Score -8554792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8554785.000000 Penalty: 5338.172852
	Iteration 44Q: 3 clusters Score -8554785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46593 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -8554788.000000 Penalty: 5338.172852
	Iteration 45Q: 3 clusters Score -8554788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46602 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -8554795.000000 Penalty: 5338.172852
	Iteration 46Q: 3 clusters Score -8554795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46608 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -8554796.000000 Penalty: 5338.172852
	Iteration 47Q: 3 clusters Score -8554796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -8554802.000000 Penalty: 5338.172852
	Iteration 48Q: 3 clusters Score -8554802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46623 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8554806.000000 Penalty: 5338.172852
	Iteration 49Q: 3 clusters Score -8554806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46626 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -8554807.000000 Penalty: 5338.172852
	Iteration 50Q: 3 clusters Score -8554807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46626 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -8554807.000000 Penalty: 5338.172852
	Iteration 51F: 3 clusters Score -8554807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Entering Unmasked Estep 
Score: -237047.062500 Penalty: 1784.778320
	Iteration 0F: 2 clusters Score -237047.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -234861.531250 Penalty: 3569.556641
	Iteration 0F: 3 clusters Score -234861.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -235230.421875 Penalty: 3569.556641
	Iteration 1F: 3 clusters Score -235230.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -235316.734375 Penalty: 3569.556641
	Iteration 2F: 3 clusters Score -235316.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -235353.031250 Penalty: 3569.556641
	Iteration 3Q: 3 clusters Score -235353 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -235372.718750 Penalty: 3569.556641
	Iteration 4Q: 3 clusters Score -235372.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -235392.812500 Penalty: 3569.556641
	Iteration 5Q: 3 clusters Score -235392.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -235402.531250 Penalty: 3569.556641
	Iteration 6Q: 3 clusters Score -235402.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -235417.000000 Penalty: 3569.556641
	Iteration 7Q: 3 clusters Score -235417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -235425.484375 Penalty: 3569.556641
	Iteration 8Q: 3 clusters Score -235425.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -235434.234375 Penalty: 3569.556641
	Iteration 9Q: 3 clusters Score -235434.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -235438.750000 Penalty: 3569.556641
	Iteration 10Q: 3 clusters Score -235438.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -235441.203125 Penalty: 3569.556641
	Iteration 11Q: 3 clusters Score -235441.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -235442.562500 Penalty: 3569.556641
	Iteration 12Q: 3 clusters Score -235442.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -235442.562500 Penalty: 3569.556641
	Iteration 13F: 3 clusters Score -235442.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Entering Unmasked Estep 
Score: -7418644.500000 Penalty: 2631.040039
	Iteration 0F: 2 clusters Score -7418644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -7391442.000000 Penalty: 5262.080078
	Iteration 0F: 3 clusters Score -7391442 nChanged 18565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -7401709.000000 Penalty: 5262.080078
	Iteration 1F: 3 clusters Score -7401709 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -7402352.000000 Penalty: 5262.080078
	Iteration 2Q: 3 clusters Score -7402352 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -7403212.000000 Penalty: 5262.080078
	Iteration 3Q: 3 clusters Score -7403212 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 27007 members 
Entering Unmasked Estep 
Score: -7404756.500000 Penalty: 5262.080078
	Iteration 4F: 3 clusters Score -7404756 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -7407143.500000 Penalty: 5262.080078
	Iteration 5F: 3 clusters Score -7407144 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -7410222.000000 Penalty: 5262.080078
	Iteration 6F: 3 clusters Score -7410222 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -7413172.000000 Penalty: 5262.080078
	Iteration 7F: 3 clusters Score -7413172 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -7415032.500000 Penalty: 5262.080078
	Iteration 8Q: 3 clusters Score -7415032 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 38582 members 
Entering Unmasked Estep 
Score: -7416009.500000 Penalty: 5262.080078
	Iteration 9Q: 3 clusters Score -7416010 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 38835 members 
Entering Unmasked Estep 
Score: -7416477.500000 Penalty: 5262.080078
	Iteration 10Q: 3 clusters Score -7416478 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -7416660.500000 Penalty: 5262.080078
	Iteration 11Q: 3 clusters Score -7416660 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 38947 members 
Entering Unmasked Estep 
Score: -7416736.000000 Penalty: 5262.080078
	Iteration 12Q: 3 clusters Score -7416736 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -7416772.000000 Penalty: 5262.080078
	Iteration 13Q: 3 clusters Score -7416772 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 38978 members 
Entering Unmasked Estep 
Score: -7416789.000000 Penalty: 5262.080078
	Iteration 14Q: 3 clusters Score -7416789 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -7416807.000000 Penalty: 5262.080078
	Iteration 15Q: 3 clusters Score -7416807 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 38976 members 
Entering Unmasked Estep 
Score: -7416827.500000 Penalty: 5262.080078
	Iteration 16Q: 3 clusters Score -7416828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 38973 members 
Entering Unmasked Estep 
Score: -7416834.500000 Penalty: 5262.080078
	Iteration 17Q: 3 clusters Score -7416834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 38972 members 
Entering Unmasked Estep 
Score: -7416823.000000 Penalty: 5262.080078
	Iteration 18Q: 3 clusters Score -7416823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -7416820.000000 Penalty: 5262.080078
	Iteration 19Q: 3 clusters Score -7416820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 38963 members 
Entering Unmasked Estep 
Score: -7416818.500000 Penalty: 5262.080078
	Iteration 20F: 3 clusters Score -7416818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 38961 members 
Entering Unmasked Estep 
Score: -7416818.500000 Penalty: 5262.080078
	Iteration 21Q: 3 clusters Score -7416818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -7416816.000000 Penalty: 5262.080078
	Iteration 22Q: 3 clusters Score -7416816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -7416815.000000 Penalty: 5262.080078
	Iteration 23Q: 3 clusters Score -7416815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -7416821.500000 Penalty: 5262.080078
	Iteration 24Q: 3 clusters Score -7416822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -7416828.500000 Penalty: 5262.080078
	Iteration 25Q: 3 clusters Score -7416828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -7416825.000000 Penalty: 5262.080078
	Iteration 26Q: 3 clusters Score -7416825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -7416834.500000 Penalty: 5262.080078
	Iteration 27Q: 3 clusters Score -7416834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -7416830.500000 Penalty: 5262.080078
	Iteration 28Q: 3 clusters Score -7416830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 38948 members 
Entering Unmasked Estep 
Score: -7416826.000000 Penalty: 5262.080078
	Iteration 29Q: 3 clusters Score -7416826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 38948 members 
Entering Unmasked Estep 
Score: -7416828.000000 Penalty: 5262.080078
	Iteration 30Q: 3 clusters Score -7416828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 38949 members 
Entering Unmasked Estep 
Score: -7416831.500000 Penalty: 5262.080078
	Iteration 31Q: 3 clusters Score -7416832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -7416833.000000 Penalty: 5262.080078
	Iteration 32Q: 3 clusters Score -7416833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -7416833.000000 Penalty: 5262.080078
	Iteration 33F: 3 clusters Score -7416833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Entering Unmasked Estep 
Score: -40382.617188 Penalty: 1492.006958
	Iteration 0F: 2 clusters Score -40382.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -39064.148438 Penalty: 2984.013916
	Iteration 0F: 3 clusters Score -39064.15 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -39323.800781 Penalty: 2984.013916
	Iteration 1F: 3 clusters Score -39323.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -39476.191406 Penalty: 2984.013916
	Iteration 2F: 3 clusters Score -39476.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -39534.425781 Penalty: 2984.013916
	Iteration 3Q: 3 clusters Score -39534.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -39554.511719 Penalty: 2984.013916
	Iteration 4Q: 3 clusters Score -39554.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39570.769531 Penalty: 2984.013916
	Iteration 5Q: 3 clusters Score -39570.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -39570.769531 Penalty: 2984.013916
	Iteration 6F: 3 clusters Score -39570.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Entering Unmasked Estep 
Score: -217541.109375 Penalty: 1769.453003
	Iteration 0F: 2 clusters Score -217541.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -215507.265625 Penalty: 3538.906006
	Iteration 0F: 3 clusters Score -215507.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -215888.312500 Penalty: 3538.906006
	Iteration 1F: 3 clusters Score -215888.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -216099.671875 Penalty: 3538.906006
	Iteration 2F: 3 clusters Score -216099.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -216260.859375 Penalty: 3538.906006
	Iteration 3F: 3 clusters Score -216260.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -216372.453125 Penalty: 3538.906006
	Iteration 4Q: 3 clusters Score -216372.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -216441.359375 Penalty: 3538.906006
	Iteration 5Q: 3 clusters Score -216441.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -216478.421875 Penalty: 3538.906006
	Iteration 6Q: 3 clusters Score -216478.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -216519.921875 Penalty: 3538.906006
	Iteration 7Q: 3 clusters Score -216519.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -216541.437500 Penalty: 3538.906006
	Iteration 8Q: 3 clusters Score -216541.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -216557.671875 Penalty: 3538.906006
	Iteration 9Q: 3 clusters Score -216557.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -216565.046875 Penalty: 3538.906006
	Iteration 10Q: 3 clusters Score -216565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -216571.609375 Penalty: 3538.906006
	Iteration 11Q: 3 clusters Score -216571.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -216574.984375 Penalty: 3538.906006
	Iteration 12Q: 3 clusters Score -216575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -216578.546875 Penalty: 3538.906006
	Iteration 13Q: 3 clusters Score -216578.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -216582.359375 Penalty: 3538.906006
	Iteration 14Q: 3 clusters Score -216582.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -216586.031250 Penalty: 3538.906006
	Iteration 15Q: 3 clusters Score -216586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -216592.453125 Penalty: 3538.906006
	Iteration 16Q: 3 clusters Score -216592.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -216597.531250 Penalty: 3538.906006
	Iteration 17Q: 3 clusters Score -216597.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -216602.921875 Penalty: 3538.906006
	Iteration 18Q: 3 clusters Score -216602.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -216612.406250 Penalty: 3538.906006
	Iteration 19Q: 3 clusters Score -216612.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -216618.375000 Penalty: 3538.906006
	Iteration 20F: 3 clusters Score -216618.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -216621.156250 Penalty: 3538.906006
	Iteration 21Q: 3 clusters Score -216621.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -216623.375000 Penalty: 3538.906006
	Iteration 22Q: 3 clusters Score -216623.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -216626.609375 Penalty: 3538.906006
	Iteration 23Q: 3 clusters Score -216626.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -216630.484375 Penalty: 3538.906006
	Iteration 24Q: 3 clusters Score -216630.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -216634.937500 Penalty: 3538.906006
	Iteration 25Q: 3 clusters Score -216634.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -216637.562500 Penalty: 3538.906006
	Iteration 26Q: 3 clusters Score -216637.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -216639.343750 Penalty: 3538.906006
	Iteration 27Q: 3 clusters Score -216639.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -216641.312500 Penalty: 3538.906006
	Iteration 28Q: 3 clusters Score -216641.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -216643.656250 Penalty: 3538.906006
	Iteration 29Q: 3 clusters Score -216643.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -216644.953125 Penalty: 3538.906006
	Iteration 30Q: 3 clusters Score -216645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -216644.953125 Penalty: 3538.906006
	Iteration 31F: 3 clusters Score -216645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (44447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44447 members 
Entering Unmasked Estep 
Score: -8095766.500000 Penalty: 2654.109131
	Iteration 0F: 2 clusters Score -8095766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -8066202.000000 Penalty: 5308.218262
	Iteration 0F: 3 clusters Score -8066202 nChanged 20512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -8077590.000000 Penalty: 5308.218262
	Iteration 1F: 3 clusters Score -8077590 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -8078102.000000 Penalty: 5308.218262
	Iteration 2Q: 3 clusters Score -8078102 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -8078598.500000 Penalty: 5308.218262
	Iteration 3Q: 3 clusters Score -8078598 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -8079086.000000 Penalty: 5308.218262
	Iteration 4Q: 3 clusters Score -8079086 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -8079634.500000 Penalty: 5308.218262
	Iteration 5Q: 3 clusters Score -8079634 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -8080486.500000 Penalty: 5308.218262
	Iteration 6Q: 3 clusters Score -8080486 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -8081608.500000 Penalty: 5308.218262
	Iteration 7Q: 3 clusters Score -8081608 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -8083148.500000 Penalty: 5308.218262
	Iteration 8F: 3 clusters Score -8083148 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -8085075.500000 Penalty: 5308.218262
	Iteration 9F: 3 clusters Score -8085076 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -8087062.500000 Penalty: 5308.218262
	Iteration 10F: 3 clusters Score -8087062 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15256 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -8088418.500000 Penalty: 5308.218262
	Iteration 11F: 3 clusters Score -8088418 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -8089126.000000 Penalty: 5308.218262
	Iteration 12Q: 3 clusters Score -8089126 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -8089496.500000 Penalty: 5308.218262
	Iteration 13Q: 3 clusters Score -8089496 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -8089764.000000 Penalty: 5308.218262
	Iteration 14Q: 3 clusters Score -8089764 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 31922 members 
Entering Unmasked Estep 
Score: -8089961.000000 Penalty: 5308.218262
	Iteration 15Q: 3 clusters Score -8089961 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -8090208.000000 Penalty: 5308.218262
	Iteration 16Q: 3 clusters Score -8090208 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 33249 members 
Entering Unmasked Estep 
Score: -8090438.500000 Penalty: 5308.218262
	Iteration 17Q: 3 clusters Score -8090438 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -8090670.000000 Penalty: 5308.218262
	Iteration 18Q: 3 clusters Score -8090670 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -8090909.000000 Penalty: 5308.218262
	Iteration 19Q: 3 clusters Score -8090909 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 35160 members 
Entering Unmasked Estep 
Score: -8091133.500000 Penalty: 5308.218262
	Iteration 20F: 3 clusters Score -8091134 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -8091416.500000 Penalty: 5308.218262
	Iteration 21Q: 3 clusters Score -8091416 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
Score: -8091656.500000 Penalty: 5308.218262
	Iteration 22Q: 3 clusters Score -8091656 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 36995 members 
Entering Unmasked Estep 
Score: -8091945.000000 Penalty: 5308.218262
	Iteration 23Q: 3 clusters Score -8091945 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -8092270.500000 Penalty: 5308.218262
	Iteration 24Q: 3 clusters Score -8092270 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -8092552.500000 Penalty: 5308.218262
	Iteration 25Q: 3 clusters Score -8092552 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 38571 members 
Entering Unmasked Estep 
Score: -8092735.500000 Penalty: 5308.218262
	Iteration 26Q: 3 clusters Score -8092736 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -8092936.000000 Penalty: 5308.218262
	Iteration 27Q: 3 clusters Score -8092936 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 39437 members 
Entering Unmasked Estep 
Score: -8093127.000000 Penalty: 5308.218262
	Iteration 28Q: 3 clusters Score -8093127 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
Score: -8093263.000000 Penalty: 5308.218262
	Iteration 29Q: 3 clusters Score -8093263 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -8093416.000000 Penalty: 5308.218262
	Iteration 30Q: 3 clusters Score -8093416 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -8093523.500000 Penalty: 5308.218262
	Iteration 31Q: 3 clusters Score -8093524 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 40627 members 
Entering Unmasked Estep 
Score: -8093594.500000 Penalty: 5308.218262
	Iteration 32Q: 3 clusters Score -8093594 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -8093635.000000 Penalty: 5308.218262
	Iteration 33Q: 3 clusters Score -8093635 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 41019 members 
Entering Unmasked Estep 
Score: -8093665.500000 Penalty: 5308.218262
	Iteration 34Q: 3 clusters Score -8093666 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 41188 members 
Entering Unmasked Estep 
Score: -8093730.000000 Penalty: 5308.218262
	Iteration 35Q: 3 clusters Score -8093730 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -8093745.000000 Penalty: 5308.218262
	Iteration 36Q: 3 clusters Score -8093745 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -8093768.000000 Penalty: 5308.218262
	Iteration 37Q: 3 clusters Score -8093768 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -8093786.500000 Penalty: 5308.218262
	Iteration 38Q: 3 clusters Score -8093786 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -8093777.000000 Penalty: 5308.218262
	Iteration 39Q: 3 clusters Score -8093777 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 41849 members 
Entering Unmasked Estep 
Score: -8093821.500000 Penalty: 5308.218262
	Iteration 40F: 3 clusters Score -8093822 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 41938 members 
Entering Unmasked Estep 
Score: -8093828.000000 Penalty: 5308.218262
	Iteration 41Q: 3 clusters Score -8093828 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -8093839.000000 Penalty: 5308.218262
	Iteration 42Q: 3 clusters Score -8093839 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 42073 members 
Entering Unmasked Estep 
Score: -8093847.000000 Penalty: 5308.218262
	Iteration 43Q: 3 clusters Score -8093847 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 42130 members 
Entering Unmasked Estep 
Score: -8093862.000000 Penalty: 5308.218262
	Iteration 44Q: 3 clusters Score -8093862 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -8093889.000000 Penalty: 5308.218262
	Iteration 45Q: 3 clusters Score -8093889 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
Score: -8093894.500000 Penalty: 5308.218262
	Iteration 46Q: 3 clusters Score -8093894 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 42278 members 
Entering Unmasked Estep 
Score: -8093893.000000 Penalty: 5308.218262
	Iteration 47Q: 3 clusters Score -8093893 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -8093902.500000 Penalty: 5308.218262
	Iteration 48Q: 3 clusters Score -8093902 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -8093904.500000 Penalty: 5308.218262
	Iteration 49Q: 3 clusters Score -8093904 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 42372 members 
Entering Unmasked Estep 
Score: -8093894.000000 Penalty: 5308.218262
	Iteration 50Q: 3 clusters Score -8093894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 42391 members 
Entering Unmasked Estep 
Score: -8093904.500000 Penalty: 5308.218262
	Iteration 51Q: 3 clusters Score -8093904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 42412 members 
Entering Unmasked Estep 
Score: -8093914.000000 Penalty: 5308.218262
	Iteration 52Q: 3 clusters Score -8093914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 42436 members 
Entering Unmasked Estep 
Score: -8093909.500000 Penalty: 5308.218262
	Iteration 53Q: 3 clusters Score -8093910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -8093917.500000 Penalty: 5308.218262
	Iteration 54Q: 3 clusters Score -8093918 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 42464 members 
Entering Unmasked Estep 
Score: -8093920.500000 Penalty: 5308.218262
	Iteration 55Q: 3 clusters Score -8093920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -8093928.500000 Penalty: 5308.218262
	Iteration 56Q: 3 clusters Score -8093928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 42489 members 
Entering Unmasked Estep 
Score: -8093937.000000 Penalty: 5308.218262
	Iteration 57Q: 3 clusters Score -8093937 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 42509 members 
Entering Unmasked Estep 
Score: -8093936.000000 Penalty: 5308.218262
	Iteration 58Q: 3 clusters Score -8093936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 42524 members 
Entering Unmasked Estep 
Score: -8093932.500000 Penalty: 5308.218262
	Iteration 59Q: 3 clusters Score -8093932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -8093939.000000 Penalty: 5308.218262
	Iteration 60F: 3 clusters Score -8093939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 42551 members 
Entering Unmasked Estep 
Score: -8093939.000000 Penalty: 5308.218262
	Iteration 61Q: 3 clusters Score -8093939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -8093941.000000 Penalty: 5308.218262
	Iteration 62Q: 3 clusters Score -8093941 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -8093938.500000 Penalty: 5308.218262
	Iteration 63Q: 3 clusters Score -8093938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 42591 members 
Entering Unmasked Estep 
Score: -8093949.500000 Penalty: 5308.218262
	Iteration 64Q: 3 clusters Score -8093950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 42603 members 
Entering Unmasked Estep 
Score: -8093937.000000 Penalty: 5308.218262
	Iteration 65Q: 3 clusters Score -8093937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
Score: -8093933.500000 Penalty: 5308.218262
	Iteration 66Q: 3 clusters Score -8093934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -8093937.500000 Penalty: 5308.218262
	Iteration 67Q: 3 clusters Score -8093938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -8093926.000000 Penalty: 5308.218262
	Iteration 68Q: 3 clusters Score -8093926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 42646 members 
Entering Unmasked Estep 
Score: -8093925.500000 Penalty: 5308.218262
	Iteration 69Q: 3 clusters Score -8093926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 42660 members 
Entering Unmasked Estep 
Score: -8093931.500000 Penalty: 5308.218262
	Iteration 70Q: 3 clusters Score -8093932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
Score: -8093939.000000 Penalty: 5308.218262
	Iteration 71Q: 3 clusters Score -8093939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 42684 members 
Entering Unmasked Estep 
Score: -8093937.000000 Penalty: 5308.218262
	Iteration 72Q: 3 clusters Score -8093937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -8093928.000000 Penalty: 5308.218262
	Iteration 73Q: 3 clusters Score -8093928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 42718 members 
Entering Unmasked Estep 
Score: -8093938.000000 Penalty: 5308.218262
	Iteration 74Q: 3 clusters Score -8093938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -8093934.500000 Penalty: 5308.218262
	Iteration 75Q: 3 clusters Score -8093934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 42744 members 
Entering Unmasked Estep 
Score: -8093934.500000 Penalty: 5308.218262
	Iteration 76Q: 3 clusters Score -8093934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 42754 members 
Entering Unmasked Estep 
Score: -8093932.500000 Penalty: 5308.218262
	Iteration 77Q: 3 clusters Score -8093932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 42768 members 
Entering Unmasked Estep 
Score: -8093937.500000 Penalty: 5308.218262
	Iteration 78Q: 3 clusters Score -8093938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 42780 members 
Entering Unmasked Estep 
Score: -8093933.500000 Penalty: 5308.218262
	Iteration 79Q: 3 clusters Score -8093934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 42790 members 
Entering Unmasked Estep 
Score: -8093933.500000 Penalty: 5308.218262
	Iteration 80F: 3 clusters Score -8093934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 42800 members 
Entering Unmasked Estep 
Score: -8093938.000000 Penalty: 5308.218262
	Iteration 81Q: 3 clusters Score -8093938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 42806 members 
Entering Unmasked Estep 
Score: -8093928.500000 Penalty: 5308.218262
	Iteration 82Q: 3 clusters Score -8093928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 42811 members 
Entering Unmasked Estep 
Score: -8093928.500000 Penalty: 5308.218262
	Iteration 83Q: 3 clusters Score -8093928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
Score: -8093929.000000 Penalty: 5308.218262
	Iteration 84Q: 3 clusters Score -8093929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -8093937.000000 Penalty: 5308.218262
	Iteration 85Q: 3 clusters Score -8093937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 42836 members 
Entering Unmasked Estep 
Score: -8093935.000000 Penalty: 5308.218262
	Iteration 86Q: 3 clusters Score -8093935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 42842 members 
Entering Unmasked Estep 
Score: -8093946.000000 Penalty: 5308.218262
	Iteration 87Q: 3 clusters Score -8093946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 42846 members 
Entering Unmasked Estep 
Score: -8093950.000000 Penalty: 5308.218262
	Iteration 88Q: 3 clusters Score -8093950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -8093948.500000 Penalty: 5308.218262
	Iteration 89Q: 3 clusters Score -8093948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -8093944.500000 Penalty: 5308.218262
	Iteration 90Q: 3 clusters Score -8093944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -8093946.000000 Penalty: 5308.218262
	Iteration 91Q: 3 clusters Score -8093946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 42885 members 
Entering Unmasked Estep 
Score: -8093937.500000 Penalty: 5308.218262
	Iteration 92Q: 3 clusters Score -8093938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 42899 members 
Entering Unmasked Estep 
Score: -8093945.000000 Penalty: 5308.218262
	Iteration 93Q: 3 clusters Score -8093945 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
Score: -8093949.000000 Penalty: 5308.218262
	Iteration 94Q: 3 clusters Score -8093949 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 42929 members 
Entering Unmasked Estep 
Score: -8093947.000000 Penalty: 5308.218262
	Iteration 95Q: 3 clusters Score -8093947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -8093939.000000 Penalty: 5308.218262
	Iteration 96Q: 3 clusters Score -8093939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 42951 members 
Entering Unmasked Estep 
Score: -8093933.500000 Penalty: 5308.218262
	Iteration 97Q: 3 clusters Score -8093934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 42965 members 
Entering Unmasked Estep 
Score: -8093941.000000 Penalty: 5308.218262
	Iteration 98Q: 3 clusters Score -8093941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -8093952.500000 Penalty: 5308.218262
	Iteration 99Q: 3 clusters Score -8093952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 42984 members 
Entering Unmasked Estep 
Score: -8093947.500000 Penalty: 5308.218262
	Iteration 100F: 3 clusters Score -8093948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 42991 members 
Entering Unmasked Estep 
Score: -8093946.500000 Penalty: 5308.218262
	Iteration 101Q: 3 clusters Score -8093946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
Score: -8093941.000000 Penalty: 5308.218262
	Iteration 102Q: 3 clusters Score -8093941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 42999 members 
Entering Unmasked Estep 
Score: -8093940.500000 Penalty: 5308.218262
	Iteration 103Q: 3 clusters Score -8093940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -8093943.500000 Penalty: 5308.218262
	Iteration 104Q: 3 clusters Score -8093944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -8093943.500000 Penalty: 5308.218262
	Iteration 105F: 3 clusters Score -8093944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Entering Unmasked Estep 
Score: -173736.296875 Penalty: 1737.885010
	Iteration 0F: 2 clusters Score -173736.3 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 545 members 
Entering Unmasked Estep 
Score: -171764.093750 Penalty: 3475.770020
	Iteration 0F: 3 clusters Score -171764.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -172216.031250 Penalty: 3475.770020
	Iteration 1F: 3 clusters Score -172216 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -172465.843750 Penalty: 3475.770020
	Iteration 2F: 3 clusters Score -172465.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -172679.671875 Penalty: 3475.770020
	Iteration 3F: 3 clusters Score -172679.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -172818.203125 Penalty: 3475.770020
	Iteration 4F: 3 clusters Score -172818.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -172899.109375 Penalty: 3475.770020
	Iteration 5Q: 3 clusters Score -172899.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -172965.453125 Penalty: 3475.770020
	Iteration 6Q: 3 clusters Score -172965.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -172999.375000 Penalty: 3475.770020
	Iteration 7Q: 3 clusters Score -172999.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -173009.921875 Penalty: 3475.770020
	Iteration 8Q: 3 clusters Score -173009.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -173018.109375 Penalty: 3475.770020
	Iteration 9Q: 3 clusters Score -173018.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -173024.796875 Penalty: 3475.770020
	Iteration 10Q: 3 clusters Score -173024.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -173030.562500 Penalty: 3475.770020
	Iteration 11Q: 3 clusters Score -173030.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -173035.718750 Penalty: 3475.770020
	Iteration 12Q: 3 clusters Score -173035.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -173043.046875 Penalty: 3475.770020
	Iteration 13Q: 3 clusters Score -173043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -173044.734375 Penalty: 3475.770020
	Iteration 14Q: 3 clusters Score -173044.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -173047.625000 Penalty: 3475.770020
	Iteration 15Q: 3 clusters Score -173047.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -173048.828125 Penalty: 3475.770020
	Iteration 16Q: 3 clusters Score -173048.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -173051.109375 Penalty: 3475.770020
	Iteration 17Q: 3 clusters Score -173051.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -173051.750000 Penalty: 3475.770020
	Iteration 18Q: 3 clusters Score -173051.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -173051.750000 Penalty: 3475.770020
	Iteration 19F: 3 clusters Score -173051.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (47436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47436 members 
Entering Unmasked Estep 
Score: -8762298.000000 Penalty: 2670.249756
	Iteration 0F: 2 clusters Score -8762298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -8732931.000000 Penalty: 5340.499512
	Iteration 0F: 3 clusters Score -8732931 nChanged 21758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -8745179.000000 Penalty: 5340.499512
	Iteration 1F: 3 clusters Score -8745179 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -8745735.000000 Penalty: 5340.499512
	Iteration 2Q: 3 clusters Score -8745735 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -8746360.000000 Penalty: 5340.499512
	Iteration 3Q: 3 clusters Score -8746360 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -8747041.000000 Penalty: 5340.499512
	Iteration 4Q: 3 clusters Score -8747041 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -8747962.000000 Penalty: 5340.499512
	Iteration 5Q: 3 clusters Score -8747962 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -8749327.000000 Penalty: 5340.499512
	Iteration 6F: 3 clusters Score -8749327 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -8751417.000000 Penalty: 5340.499512
	Iteration 7F: 3 clusters Score -8751417 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -8754178.000000 Penalty: 5340.499512
	Iteration 8F: 3 clusters Score -8754178 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -8756988.000000 Penalty: 5340.499512
	Iteration 9F: 3 clusters Score -8756988 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -8758660.000000 Penalty: 5340.499512
	Iteration 10F: 3 clusters Score -8758660 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45942 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -8759363.000000 Penalty: 5340.499512
	Iteration 11Q: 3 clusters Score -8759363 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -8759696.000000 Penalty: 5340.499512
	Iteration 12Q: 3 clusters Score -8759696 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -8759863.000000 Penalty: 5340.499512
	Iteration 13Q: 3 clusters Score -8759863 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47096 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8759963.000000 Penalty: 5340.499512
	Iteration 14Q: 3 clusters Score -8759963 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47146 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8760013.000000 Penalty: 5340.499512
	Iteration 15Q: 3 clusters Score -8760013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8760028.000000 Penalty: 5340.499512
	Iteration 16Q: 3 clusters Score -8760028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -8760027.000000 Penalty: 5340.499512
	Iteration 17Q: 3 clusters Score -8760027 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47175 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8760043.000000 Penalty: 5340.499512
	Iteration 18Q: 3 clusters Score -8760043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47177 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -8760041.000000 Penalty: 5340.499512
	Iteration 19Q: 3 clusters Score -8760041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47178 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8760043.000000 Penalty: 5340.499512
	Iteration 20F: 3 clusters Score -8760043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8760044.000000 Penalty: 5340.499512
	Iteration 21Q: 3 clusters Score -8760044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47179 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8760044.000000 Penalty: 5340.499512
	Iteration 22F: 3 clusters Score -8760044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Entering Unmasked Estep 
Score: -15706.192383 Penalty: 1338.744385
	Iteration 0F: 2 clusters Score -15706.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -14656.496094 Penalty: 2677.488770
	Iteration 0F: 3 clusters Score -14656.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -14798.318359 Penalty: 2677.488770
	Iteration 1F: 3 clusters Score -14798.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -14842.216797 Penalty: 2677.488770
	Iteration 2Q: 3 clusters Score -14842.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -14851.964844 Penalty: 2677.488770
	Iteration 3Q: 3 clusters Score -14851.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -14873.006836 Penalty: 2677.488770
	Iteration 4Q: 3 clusters Score -14873.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -14875.882812 Penalty: 2677.488770
	Iteration 5Q: 3 clusters Score -14875.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -14879.566406 Penalty: 2677.488770
	Iteration 6Q: 3 clusters Score -14879.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -14880.747070 Penalty: 2677.488770
	Iteration 7Q: 3 clusters Score -14880.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14883.078125 Penalty: 2677.488770
	Iteration 8Q: 3 clusters Score -14883.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -14883.078125 Penalty: 2677.488770
	Iteration 9F: 3 clusters Score -14883.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Entering Unmasked Estep 
Score: -119927.757812 Penalty: 1625.728516
	Iteration 0F: 2 clusters Score -119927.8 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 361 members 
Entering Unmasked Estep 
Score: -118244.031250 Penalty: 3251.457031
	Iteration 0F: 3 clusters Score -118244 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -118587.906250 Penalty: 3251.457031
	Iteration 1F: 3 clusters Score -118587.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -118692.531250 Penalty: 3251.457031
	Iteration 2F: 3 clusters Score -118692.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -118735.937500 Penalty: 3251.457031
	Iteration 3Q: 3 clusters Score -118735.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -118761.132812 Penalty: 3251.457031
	Iteration 4Q: 3 clusters Score -118761.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -118783.921875 Penalty: 3251.457031
	Iteration 5Q: 3 clusters Score -118783.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -118807.710938 Penalty: 3251.457031
	Iteration 6Q: 3 clusters Score -118807.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -118824.375000 Penalty: 3251.457031
	Iteration 7Q: 3 clusters Score -118824.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -118829.515625 Penalty: 3251.457031
	Iteration 8Q: 3 clusters Score -118829.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -118829.515625 Penalty: 3251.457031
	Iteration 9F: 3 clusters Score -118829.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (43115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Entering Unmasked Estep 
Score: -7870934.500000 Penalty: 2646.563232
	Iteration 0F: 2 clusters Score -7870934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -7842468.500000 Penalty: 5293.126465
	Iteration 0F: 3 clusters Score -7842468 nChanged 19513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -7853125.000000 Penalty: 5293.126465
	Iteration 1F: 3 clusters Score -7853125 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -7853708.000000 Penalty: 5293.126465
	Iteration 2Q: 3 clusters Score -7853708 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -7854429.000000 Penalty: 5293.126465
	Iteration 3Q: 3 clusters Score -7854429 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -7855572.500000 Penalty: 5293.126465
	Iteration 4Q: 3 clusters Score -7855572 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -7857160.500000 Penalty: 5293.126465
	Iteration 5Q: 3 clusters Score -7857160 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -7859013.500000 Penalty: 5293.126465
	Iteration 6F: 3 clusters Score -7859014 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -7860838.000000 Penalty: 5293.126465
	Iteration 7F: 3 clusters Score -7860838 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -7862579.000000 Penalty: 5293.126465
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Mstep: Class 1 contains 28308 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 14811 members 
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Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -7866734 nChanged 1117
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Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7867138 nChanged 849
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Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7868280 nChanged 560
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Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7868442 nChanged 561
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Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7868646 nChanged 542
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Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7868869 nChanged 527
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Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7869023 nChanged 454
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Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7869129 nChanged 424
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Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 20104 members 
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	Iteration 27Q: 3 clusters Score -7869318 nChanged 281
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Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7869370 nChanged 241
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Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7869446 nChanged 228
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Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 20794 members 
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	Iteration 30Q: 3 clusters Score -7869481 nChanged 208
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Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 21002 members 
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	Iteration 31Q: 3 clusters Score -7869510 nChanged 219
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Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 21221 members 
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Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 21435 members 
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Mstep: Class 1 contains 21488 members 
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	Iteration 35Q: 3 clusters Score -7869612 nChanged 165
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Mstep: Class 1 contains 21147 members 
Mstep: Class 2 contains 21968 members 
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Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 22157 members 
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Mstep: Class 1 contains 20770 members 
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	Iteration 38Q: 3 clusters Score -7869680 nChanged 157
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Mstep: Class 1 contains 20613 members 
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	Iteration 39Q: 3 clusters Score -7869684 nChanged 108
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Mstep: Class 1 contains 20505 members 
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	Iteration 40F: 3 clusters Score -7869650 nChanged 89
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Mstep: Class 1 contains 20416 members 
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Mstep: Class 1 contains 20249 members 
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	Iteration 43Q: 3 clusters Score -7869668 nChanged 103
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Mstep: Class 1 contains 20146 members 
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Mstep: Class 1 contains 20017 members 
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Mstep: Class 1 contains 19876 members 
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	Iteration 46Q: 3 clusters Score -7869749 nChanged 138
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Mstep: Class 1 contains 19738 members 
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	Iteration 47Q: 3 clusters Score -7869762 nChanged 155
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Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 23532 members 
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	Iteration 48Q: 3 clusters Score -7869795 nChanged 154
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Mstep: Class 1 contains 19429 members 
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Mstep: Class 1 contains 19286 members 
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	Iteration 50Q: 3 clusters Score -7869818 nChanged 157
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Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 23986 members 
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	Iteration 51Q: 3 clusters Score -7869842 nChanged 159
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Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 24145 members 
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	Iteration 52Q: 3 clusters Score -7869836 nChanged 145
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Mstep: Class 1 contains 18825 members 
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	Iteration 53Q: 3 clusters Score -7869862 nChanged 168
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Mstep: Class 1 contains 18657 members 
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	Iteration 55Q: 3 clusters Score -7869910 nChanged 166
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	Iteration 56Q: 3 clusters Score -7869933 nChanged 165
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Mstep: Class 1 contains 18173 members 
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	Iteration 58Q: 3 clusters Score -7870009 nChanged 151
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Mstep: Class 1 contains 17854 members 
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	Iteration 59Q: 3 clusters Score -7870011 nChanged 155
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Mstep: Class 1 contains 17699 members 
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	Iteration 60F: 3 clusters Score -7870066 nChanged 159
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Mstep: Class 1 contains 17540 members 
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	Iteration 62Q: 3 clusters Score -7870080 nChanged 138
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Mstep: Class 1 contains 17266 members 
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	Iteration 63Q: 3 clusters Score -7870096 nChanged 138
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Mstep: Class 1 contains 16974 members 
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	Iteration 65Q: 3 clusters Score -7870102 nChanged 165
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	Iteration 66Q: 3 clusters Score -7870132 nChanged 160
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	Iteration 67Q: 3 clusters Score -7870166 nChanged 131
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Mstep: Class 1 contains 16518 members 
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	Iteration 71Q: 3 clusters Score -7870207 nChanged 139
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Mstep: Class 1 contains 16021 members 
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	Iteration 72Q: 3 clusters Score -7870219 nChanged 133
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Mstep: Class 1 contains 15888 members 
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	Iteration 73Q: 3 clusters Score -7870236 nChanged 116
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	Iteration 74Q: 3 clusters Score -7870231 nChanged 121
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	Iteration 75Q: 3 clusters Score -7870250 nChanged 96
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	Iteration 76Q: 3 clusters Score -7870262 nChanged 87
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Mstep: Class 1 contains 15468 members 
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	Iteration 77Q: 3 clusters Score -7870264 nChanged 82
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	Iteration 78Q: 3 clusters Score -7870286 nChanged 80
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	Iteration 79Q: 3 clusters Score -7870299 nChanged 68
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	Iteration 80F: 3 clusters Score -7870328 nChanged 77
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	Iteration 82Q: 3 clusters Score -7870351 nChanged 102
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	Iteration 83Q: 3 clusters Score -7870358 nChanged 117
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	Iteration 84Q: 3 clusters Score -7870374 nChanged 131
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	Iteration 85Q: 3 clusters Score -7870374 nChanged 139
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	Iteration 86Q: 3 clusters Score -7870392 nChanged 117
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	Iteration 88Q: 3 clusters Score -7870408 nChanged 104
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	Iteration 89Q: 3 clusters Score -7870441 nChanged 123
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	Iteration 98Q: 3 clusters Score -7870550 nChanged 115
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	Iteration 99Q: 3 clusters Score -7870554 nChanged 105
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	Iteration 100F: 3 clusters Score -7870596 nChanged 110
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Mstep: Class 1 contains 12823 members 
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Mstep: Class 2 contains 30406 members 
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Mstep: Class 2 contains 30508 members 
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Mstep: Class 1 contains 12505 members 
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Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 30741 members 
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	Iteration 106Q: 3 clusters Score -7870670 nChanged 139
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Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 30880 members 
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Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 31029 members 
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	Iteration 108Q: 3 clusters Score -7870702 nChanged 139
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Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 31168 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 31290 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11578 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 31634 members 
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Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 31713 members 
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Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7870776 nChanged 85
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Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7870807 nChanged 97
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Mstep: Class 1 contains 11134 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 32060 members 
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Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 32128 members 
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Mstep: Class 1 contains 10928 members 
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	Iteration 120F: 3 clusters Score -7870842 nChanged 59
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Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 32246 members 
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Mstep: Class 1 contains 10812 members 
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Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 32359 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 32420 members 
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Mstep: Class 1 contains 10638 members 
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	Iteration 125Q: 3 clusters Score -7870863 nChanged 56
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Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 32533 members 
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	Iteration 126Q: 3 clusters Score -7870884 nChanged 61
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Mstep: Class 1 contains 10386 members 
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	Iteration 129Q: 3 clusters Score -7870910 nChanged 70
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Mstep: Class 1 contains 10154 members 
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	Iteration 134Q: 3 clusters Score -7870889 nChanged 42
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Mstep: Class 1 contains 10061 members 
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Mstep: Class 1 contains 9978 members 
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	Iteration 137Q: 3 clusters Score -7870914 nChanged 43
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Mstep: Class 1 contains 9935 members 
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	Iteration 138Q: 3 clusters Score -7870922 nChanged 32
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Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 33212 members 
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Mstep: Class 1 contains 9875 members 
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	Iteration 140F: 3 clusters Score -7870901 nChanged 34
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Mstep: Class 1 contains 9841 members 
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	Iteration 141Q: 3 clusters Score -7870922 nChanged 27
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Mstep: Class 1 contains 9814 members 
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	Iteration 142Q: 3 clusters Score -7870922 nChanged 26
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Mstep: Class 1 contains 9788 members 
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Mstep: Class 1 contains 9771 members 
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	Iteration 144Q: 3 clusters Score -7870928 nChanged 14
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	Iteration 145Q: 3 clusters Score -7870923 nChanged 15
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Mstep: Class 1 contains 9742 members 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -7870933 nChanged 15
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Mstep: Class 1 contains 9727 members 
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -7870922 nChanged 12
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	Iteration 148Q: 3 clusters Score -7870923 nChanged 11
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	Iteration 149Q: 3 clusters Score -7870926 nChanged 16
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Mstep: Class 1 contains 9688 members 
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	Iteration 150Q: 3 clusters Score -7870924 nChanged 19
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Mstep: Class 1 contains 9669 members 
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	Iteration 151Q: 3 clusters Score -7870922 nChanged 13
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Mstep: Class 1 contains 9656 members 
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	Iteration 152Q: 3 clusters Score -7870928 nChanged 16
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Mstep: Class 1 contains 9640 members 
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	Iteration 153Q: 3 clusters Score -7870929 nChanged 19
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Mstep: Class 1 contains 9621 members 
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	Iteration 154Q: 3 clusters Score -7870926 nChanged 25
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Mstep: Class 1 contains 9596 members 
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	Iteration 155Q: 3 clusters Score -7870936 nChanged 27
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	Iteration 156Q: 3 clusters Score -7870941 nChanged 21
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	Iteration 157Q: 3 clusters Score -7870953 nChanged 26
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Mstep: Class 1 contains 9522 members 
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	Iteration 158Q: 3 clusters Score -7870958 nChanged 22
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	Iteration 159Q: 3 clusters Score -7870963 nChanged 21
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Mstep: Class 1 contains 9479 members 
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	Iteration 160F: 3 clusters Score -7870968 nChanged 14
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	Iteration 161Q: 3 clusters Score -7870970 nChanged 17
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Mstep: Class 1 contains 9448 members 
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	Iteration 162Q: 3 clusters Score -7870982 nChanged 8
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	Iteration 163Q: 3 clusters Score -7870974 nChanged 4
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	Iteration 164Q: 3 clusters Score -7870974 nChanged 6
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Mstep: Class 1 contains 9430 members 
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	Iteration 165Q: 3 clusters Score -7870982 nChanged 5
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Mstep: Class 1 contains 9425 members 
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	Iteration 166Q: 3 clusters Score -7870984 nChanged 11
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	Iteration 167Q: 3 clusters Score -7870982 nChanged 9
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	Iteration 168Q: 3 clusters Score -7870993 nChanged 14
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Mstep: Class 1 contains 9391 members 
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	Iteration 169Q: 3 clusters Score -7870996 nChanged 18
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	Iteration 171Q: 3 clusters Score -7871001 nChanged 20
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Mstep: Class 1 contains 9332 members 
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	Iteration 172Q: 3 clusters Score -7870998 nChanged 17
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	Iteration 174Q: 3 clusters Score -7871003 nChanged 18
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	Iteration 175Q: 3 clusters Score -7871001 nChanged 20
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	Iteration 176Q: 3 clusters Score -7870992 nChanged 23
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	Iteration 178Q: 3 clusters Score -7871002 nChanged 31
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	Iteration 179Q: 3 clusters Score -7871008 nChanged 23
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	Iteration 180F: 3 clusters Score -7871015 nChanged 25
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	Iteration 181Q: 3 clusters Score -7871012 nChanged 17
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	Iteration 182Q: 3 clusters Score -7871025 nChanged 20
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	Iteration 183Q: 3 clusters Score -7871025 nChanged 16
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	Iteration 184Q: 3 clusters Score -7871027 nChanged 12
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	Iteration 185Q: 3 clusters Score -7871022 nChanged 16
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	Iteration 186Q: 3 clusters Score -7871024 nChanged 22
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	Iteration 190Q: 3 clusters Score -7871021 nChanged 8
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	Iteration 191Q: 3 clusters Score -7871026 nChanged 11
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	Iteration 192Q: 3 clusters Score -7871024 nChanged 7
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	Iteration 193Q: 3 clusters Score -7871018 nChanged 8
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Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -7871022.000000 Penalty: 5293.126465
	Iteration 194Q: 3 clusters Score -7871022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -7871027.000000 Penalty: 5293.126465
	Iteration 195Q: 3 clusters Score -7871027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 34190 members 
Entering Unmasked Estep 
Score: -7871027.000000 Penalty: 5293.126465
	Iteration 196Q: 3 clusters Score -7871027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -7871016.000000 Penalty: 5293.126465
	Iteration 197Q: 3 clusters Score -7871016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 34199 members 
Entering Unmasked Estep 
Score: -7871027.000000 Penalty: 5293.126465
	Iteration 198Q: 3 clusters Score -7871027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -7871022.000000 Penalty: 5293.126465
	Iteration 199Q: 3 clusters Score -7871022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 34202 members 
Entering Unmasked Estep 
Score: -7871030.000000 Penalty: 5293.126465
	Iteration 200F: 3 clusters Score -7871030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -7871031.000000 Penalty: 5293.126465
	Iteration 201Q: 3 clusters Score -7871031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -7871028.000000 Penalty: 5293.126465
	Iteration 202Q: 3 clusters Score -7871028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -7871035.500000 Penalty: 5293.126465
	Iteration 203Q: 3 clusters Score -7871036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 34224 members 
Entering Unmasked Estep 
Score: -7871030.000000 Penalty: 5293.126465
	Iteration 204Q: 3 clusters Score -7871030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 34229 members 
Entering Unmasked Estep 
Score: -7871021.000000 Penalty: 5293.126465
	Iteration 205Q: 3 clusters Score -7871021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -7871030.500000 Penalty: 5293.126465
	Iteration 206Q: 3 clusters Score -7871030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 34239 members 
Entering Unmasked Estep 
Score: -7871025.500000 Penalty: 5293.126465
	Iteration 207Q: 3 clusters Score -7871026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -7871025.000000 Penalty: 5293.126465
	Iteration 208Q: 3 clusters Score -7871025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 34246 members 
Entering Unmasked Estep 
Score: -7871028.500000 Penalty: 5293.126465
	Iteration 209Q: 3 clusters Score -7871028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -7871034.000000 Penalty: 5293.126465
	Iteration 210Q: 3 clusters Score -7871034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -7871028.500000 Penalty: 5293.126465
	Iteration 211Q: 3 clusters Score -7871028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -7871031.000000 Penalty: 5293.126465
	Iteration 212Q: 3 clusters Score -7871031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -7871037.000000 Penalty: 5293.126465
	Iteration 213Q: 3 clusters Score -7871037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -7871029.500000 Penalty: 5293.126465
	Iteration 214Q: 3 clusters Score -7871030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -7871034.500000 Penalty: 5293.126465
	Iteration 215Q: 3 clusters Score -7871034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -7871034.500000 Penalty: 5293.126465
	Iteration 216Q: 3 clusters Score -7871034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -7871034.000000 Penalty: 5293.126465
	Iteration 217Q: 3 clusters Score -7871034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 34283 members 
Entering Unmasked Estep 
Score: -7871027.000000 Penalty: 5293.126465
	Iteration 218Q: 3 clusters Score -7871027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 34285 members 
Entering Unmasked Estep 
Score: -7871023.000000 Penalty: 5293.126465
	Iteration 219Q: 3 clusters Score -7871023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 34289 members 
Entering Unmasked Estep 
Score: -7871028.000000 Penalty: 5293.126465
	Iteration 220F: 3 clusters Score -7871028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 34294 members 
Entering Unmasked Estep 
Score: -7871021.500000 Penalty: 5293.126465
	Iteration 221Q: 3 clusters Score -7871022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 34297 members 
Entering Unmasked Estep 
Score: -7871028.500000 Penalty: 5293.126465
	Iteration 222Q: 3 clusters Score -7871028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -7871027.500000 Penalty: 5293.126465
	Iteration 223Q: 3 clusters Score -7871028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -7871028.000000 Penalty: 5293.126465
	Iteration 224Q: 3 clusters Score -7871028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 34301 members 
Entering Unmasked Estep 
Score: -7871025.000000 Penalty: 5293.126465
	Iteration 225Q: 3 clusters Score -7871025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -7871028.500000 Penalty: 5293.126465
	Iteration 226Q: 3 clusters Score -7871028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 34302 members 
Entering Unmasked Estep 
Score: -7871028.500000 Penalty: 5293.126465
	Iteration 227F: 3 clusters Score -7871028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 41603 members 
Mstep: Class 3 contains 44719 members 
Mstep: Class 4 contains 46780 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24646 members 
Mstep: Class 7 contains 49779 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46980 members 
Mstep: Class 10 contains 42595 members 
Mstep: Class 11 contains 47214 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 40499 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1255 members 
Mstep: Class 16 contains 44447 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47436 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 8813 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50869 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 34302 members 
Entering Unmasked Estep 
Score: -111241840.000000 Penalty: 82671.179688
Splitting cluster 21 changes total score from -111242104.000000 to -111241840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -102341.140625 Penalty: 1640.119263
	Iteration 0F: 2 clusters Score -102341.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -100696.710938 Penalty: 3280.238525
	Iteration 0F: 3 clusters Score -100696.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -101257.195312 Penalty: 3280.238525
	Iteration 1F: 3 clusters Score -101257.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -101553.531250 Penalty: 3280.238525
	Iteration 2F: 3 clusters Score -101553.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -101718.257812 Penalty: 3280.238525
	Iteration 3F: 3 clusters Score -101718.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -101862.882812 Penalty: 3280.238525
	Iteration 4Q: 3 clusters Score -101862.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -101965.710938 Penalty: 3280.238525
	Iteration 5Q: 3 clusters Score -101965.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -102033.195312 Penalty: 3280.238525
	Iteration 6Q: 3 clusters Score -102033.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -102070.242188 Penalty: 3280.238525
	Iteration 7Q: 3 clusters Score -102070.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -102118.171875 Penalty: 3280.238525
	Iteration 8Q: 3 clusters Score -102118.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -102171.937500 Penalty: 3280.238525
	Iteration 9Q: 3 clusters Score -102171.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -102228.242188 Penalty: 3280.238525
	Iteration 10Q: 3 clusters Score -102228.2 nChanged 13
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: -102311.968750 Penalty: 3280.238525
	Iteration 11Q: 3 clusters Score -102312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -102344.562500 Penalty: 3280.238525
	Iteration 12Q: 3 clusters Score -102344.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -102367.687500 Penalty: 3280.238525
	Iteration 13Q: 3 clusters Score -102367.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -102378.687500 Penalty: 3280.238525
	Iteration 14Q: 3 clusters Score -102378.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -102387.640625 Penalty: 3280.238525
	Iteration 15Q: 3 clusters Score -102387.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -102401.546875 Penalty: 3280.238525
	Iteration 16F: 3 clusters Score -102401.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -102413.585938 Penalty: 3280.238525
	Iteration 17Q: 3 clusters Score -102413.6 nChanged 1
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: -102414.093750 Penalty: 3280.238525
	Iteration 18Q: 3 clusters Score -102414.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -102419.546875 Penalty: 3280.238525
	Iteration 19Q: 3 clusters Score -102419.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -102419.546875 Penalty: 3280.238525
	Iteration 20F: 3 clusters Score -102419.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 41603 members 
Mstep: Class 3 contains 44719 members 
Mstep: Class 4 contains 46780 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24646 members 
Mstep: Class 7 contains 49779 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46980 members 
Mstep: Class 10 contains 42595 members 
Mstep: Class 11 contains 47214 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 40499 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1255 members 
Mstep: Class 16 contains 44447 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47436 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43115 members 
Mstep: Class 22 contains 469 members 
Mstep: Class 23 contains 50869 members 
Mstep: Class 24 contains 614 members 
Mstep: Class 25 contains 276 members 
Entering Unmasked Estep 
Score: -111240616.000000 Penalty: 82671.179688
Splitting cluster 22 changes total score from -111242104.000000 to -111240616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 23 (50869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50869 members 
Entering Unmasked Estep 
Score: -9354077.000000 Penalty: 2687.578369
	Iteration 0F: 2 clusters Score -9354077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -9323324.000000 Penalty: 5375.156738
	Iteration 0F: 3 clusters Score -9323324 nChanged 23457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -9336289.000000 Penalty: 5375.156738
	Iteration 1F: 3 clusters Score -9336289 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 27896 members 
Entering Unmasked Estep 
Score: -9336948.000000 Penalty: 5375.156738
	Iteration 2Q: 3 clusters Score -9336948 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 29341 members 
Entering Unmasked Estep 
Score: -9337937.000000 Penalty: 5375.156738
	Iteration 3Q: 3 clusters Score -9337937 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 31430 members 
Entering Unmasked Estep 
Score: -9339347.000000 Penalty: 5375.156738
	Iteration 4F: 3 clusters Score -9339347 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 34013 members 
Entering Unmasked Estep 
Score: -9341207.000000 Penalty: 5375.156738
	Iteration 5F: 3 clusters Score -9341207 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 37205 members 
Entering Unmasked Estep 
Score: -9343716.000000 Penalty: 5375.156738
	Iteration 6F: 3 clusters Score -9343716 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 40533 members 
Entering Unmasked Estep 
Score: -9346334.000000 Penalty: 5375.156738
	Iteration 7F: 3 clusters Score -9346334 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 43594 members 
Entering Unmasked Estep 
Score: -9348688.000000 Penalty: 5375.156738
	Iteration 8F: 3 clusters Score -9348688 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 45904 members 
Entering Unmasked Estep 
Score: -9350090.000000 Penalty: 5375.156738
	Iteration 9Q: 3 clusters Score -9350090 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 47507 members 
Entering Unmasked Estep 
Score: -9350861.000000 Penalty: 5375.156738
	Iteration 10Q: 3 clusters Score -9350861 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 48577 members 
Entering Unmasked Estep 
Score: -9351308.000000 Penalty: 5375.156738
	Iteration 11Q: 3 clusters Score -9351308 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 49226 members 
Entering Unmasked Estep 
Score: -9351525.000000 Penalty: 5375.156738
	Iteration 12Q: 3 clusters Score -9351525 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 49584 members 
Entering Unmasked Estep 
Score: -9351637.000000 Penalty: 5375.156738
	Iteration 13Q: 3 clusters Score -9351637 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 49815 members 
Entering Unmasked Estep 
Score: -9351742.000000 Penalty: 5375.156738
	Iteration 14Q: 3 clusters Score -9351742 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 49960 members 
Entering Unmasked Estep 
Score: -9351781.000000 Penalty: 5375.156738
	Iteration 15Q: 3 clusters Score -9351781 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 50069 members 
Entering Unmasked Estep 
Score: -9351845.000000 Penalty: 5375.156738
	Iteration 16Q: 3 clusters Score -9351845 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 50138 members 
Entering Unmasked Estep 
Score: -9351871.000000 Penalty: 5375.156738
	Iteration 17Q: 3 clusters Score -9351871 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 50187 members 
Entering Unmasked Estep 
Score: -9351882.000000 Penalty: 5375.156738
	Iteration 18Q: 3 clusters Score -9351882 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 50234 members 
Entering Unmasked Estep 
Score: -9351930.000000 Penalty: 5375.156738
	Iteration 19Q: 3 clusters Score -9351930 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 50263 members 
Entering Unmasked Estep 
Score: -9351928.000000 Penalty: 5375.156738
	Iteration 20F: 3 clusters Score -9351928 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 50288 members 
Entering Unmasked Estep 
Score: -9351960.000000 Penalty: 5375.156738
	Iteration 21Q: 3 clusters Score -9351960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 50303 members 
Entering Unmasked Estep 
Score: -9351965.000000 Penalty: 5375.156738
	Iteration 22Q: 3 clusters Score -9351965 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 50309 members 
Entering Unmasked Estep 
Score: -9351962.000000 Penalty: 5375.156738
	Iteration 23Q: 3 clusters Score -9351962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 50317 members 
Entering Unmasked Estep 
Score: -9351978.000000 Penalty: 5375.156738
	Iteration 24Q: 3 clusters Score -9351978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 50318 members 
Entering Unmasked Estep 
Score: -9351983.000000 Penalty: 5375.156738
	Iteration 25Q: 3 clusters Score -9351983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 50322 members 
Entering Unmasked Estep 
Score: -9351982.000000 Penalty: 5375.156738
	Iteration 26Q: 3 clusters Score -9351982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 50324 members 
Entering Unmasked Estep 
Score: -9351987.000000 Penalty: 5375.156738
	Iteration 27Q: 3 clusters Score -9351987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 50324 members 
Entering Unmasked Estep 
Score: -9351982.000000 Penalty: 5375.156738
	Iteration 28Q: 3 clusters Score -9351982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 50327 members 
Entering Unmasked Estep 
Score: -9351979.000000 Penalty: 5375.156738
	Iteration 29Q: 3 clusters Score -9351979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 50324 members 
Entering Unmasked Estep 
Score: -9351983.000000 Penalty: 5375.156738
	Iteration 30Q: 3 clusters Score -9351983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 50324 members 
Entering Unmasked Estep 
Score: -9351983.000000 Penalty: 5375.156738
	Iteration 31F: 3 clusters Score -9351983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -74500.921875 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -74500.92 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 245 members 
Entering Unmasked Estep 
Score: -72982.015625 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -72982.02 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -73299.812500 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -73299.81 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -73489.367188 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -73489.37 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -73593.070312 Penalty: 3184.317383
	Iteration 3Q: 3 clusters Score -73593.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -73667.734375 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -73667.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -73705.906250 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -73705.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -73743.046875 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -73743.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -73787.546875 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -73787.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -73817.851562 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -73817.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -73838.039062 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -73838.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -73856.148438 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -73856.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -73874.679688 Penalty: 3184.317383
	Iteration 11Q: 3 clusters Score -73874.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -73881.976562 Penalty: 3184.317383
	Iteration 12Q: 3 clusters Score -73881.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -73884.437500 Penalty: 3184.317383
	Iteration 13Q: 3 clusters Score -73884.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -73884.437500 Penalty: 3184.317383
	Iteration 14F: 3 clusters Score -73884.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38165 members 
Mstep: Class 2 contains 41603 members 
Mstep: Class 3 contains 44719 members 
Mstep: Class 4 contains 46780 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24646 members 
Mstep: Class 7 contains 49779 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46980 members 
Mstep: Class 10 contains 42595 members 
Mstep: Class 11 contains 47214 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 40499 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1255 members 
Mstep: Class 16 contains 44447 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47436 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43115 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50869 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242192.000000 Penalty: 79364.328125
Iteration 479Q: 25 clusters Score -1.112422e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 41600 members 
Mstep: Class 3 contains 44715 members 
Mstep: Class 4 contains 46781 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24646 members 
Mstep: Class 7 contains 49773 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46983 members 
Mstep: Class 10 contains 42594 members 
Mstep: Class 11 contains 47215 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 40499 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1255 members 
Mstep: Class 16 contains 44454 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47433 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43115 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50872 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242088.000000 Penalty: 79364.328125
Iteration 480F: 25 clusters Score -1.112421e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 41599 members 
Mstep: Class 3 contains 44713 members 
Mstep: Class 4 contains 46779 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24645 members 
Mstep: Class 7 contains 49766 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46987 members 
Mstep: Class 10 contains 42595 members 
Mstep: Class 11 contains 47214 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 40500 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1255 members 
Mstep: Class 16 contains 44455 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47439 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43115 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50872 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242192.000000 Penalty: 79364.328125
Iteration 481Q: 25 clusters Score -1.112422e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 41596 members 
Mstep: Class 3 contains 44711 members 
Mstep: Class 4 contains 46782 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24643 members 
Mstep: Class 7 contains 49769 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46981 members 
Mstep: Class 10 contains 42597 members 
Mstep: Class 11 contains 47216 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 40501 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1255 members 
Mstep: Class 16 contains 44453 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47440 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43115 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50874 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242200.000000 Penalty: 79364.328125
Iteration 482Q: 25 clusters Score -1.112422e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 41597 members 
Mstep: Class 3 contains 44703 members 
Mstep: Class 4 contains 46782 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24644 members 
Mstep: Class 7 contains 49768 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46979 members 
Mstep: Class 10 contains 42599 members 
Mstep: Class 11 contains 47216 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 40502 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1255 members 
Mstep: Class 16 contains 44454 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47445 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43112 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50877 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242128.000000 Penalty: 79364.328125
Iteration 483Q: 25 clusters Score -1.112421e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38166 members 
Mstep: Class 2 contains 41595 members 
Mstep: Class 3 contains 44692 members 
Mstep: Class 4 contains 46781 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24645 members 
Mstep: Class 7 contains 49766 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46977 members 
Mstep: Class 10 contains 42608 members 
Mstep: Class 11 contains 47218 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 40499 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1255 members 
Mstep: Class 16 contains 44460 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47448 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43112 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50880 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242128.000000 Penalty: 79364.328125
Iteration 484Q: 25 clusters Score -1.112421e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 41597 members 
Mstep: Class 3 contains 44688 members 
Mstep: Class 4 contains 46779 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24645 members 
Mstep: Class 7 contains 49766 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46977 members 
Mstep: Class 10 contains 42610 members 
Mstep: Class 11 contains 47218 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 40499 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1256 members 
Mstep: Class 16 contains 44458 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47449 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43113 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50878 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242176.000000 Penalty: 79364.328125
Iteration 485Q: 25 clusters Score -1.112422e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 41596 members 
Mstep: Class 3 contains 44688 members 
Mstep: Class 4 contains 46778 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24645 members 
Mstep: Class 7 contains 49770 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46972 members 
Mstep: Class 10 contains 42610 members 
Mstep: Class 11 contains 47218 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 40499 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1256 members 
Mstep: Class 16 contains 44459 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47451 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43117 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50874 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242136.000000 Penalty: 79364.328125
Iteration 486Q: 25 clusters Score -1.112421e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 41596 members 
Mstep: Class 3 contains 44690 members 
Mstep: Class 4 contains 46775 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24646 members 
Mstep: Class 7 contains 49767 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46972 members 
Mstep: Class 10 contains 42610 members 
Mstep: Class 11 contains 47214 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 40499 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1256 members 
Mstep: Class 16 contains 44462 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47451 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43118 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50877 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242176.000000 Penalty: 79364.328125
Iteration 487Q: 25 clusters Score -1.112422e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 41596 members 
Mstep: Class 3 contains 44689 members 
Mstep: Class 4 contains 46775 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24646 members 
Mstep: Class 7 contains 49772 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46973 members 
Mstep: Class 10 contains 42612 members 
Mstep: Class 11 contains 47214 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 40494 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1256 members 
Mstep: Class 16 contains 44462 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47452 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43118 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50875 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242144.000000 Penalty: 79364.328125
Iteration 488Q: 25 clusters Score -1.112421e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 41593 members 
Mstep: Class 3 contains 44684 members 
Mstep: Class 4 contains 46779 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24646 members 
Mstep: Class 7 contains 49780 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46971 members 
Mstep: Class 10 contains 42614 members 
Mstep: Class 11 contains 47212 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 40490 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1256 members 
Mstep: Class 16 contains 44463 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47458 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43117 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50869 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242152.000000 Penalty: 79364.328125
Iteration 489Q: 25 clusters Score -1.112422e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 41591 members 
Mstep: Class 3 contains 44684 members 
Mstep: Class 4 contains 46783 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24646 members 
Mstep: Class 7 contains 49786 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46969 members 
Mstep: Class 10 contains 42616 members 
Mstep: Class 11 contains 47208 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 40487 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1256 members 
Mstep: Class 16 contains 44463 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47460 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43118 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50865 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242192.000000 Penalty: 79364.328125
Iteration 490Q: 25 clusters Score -1.112422e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 41592 members 
Mstep: Class 3 contains 44685 members 
Mstep: Class 4 contains 46785 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24646 members 
Mstep: Class 7 contains 49786 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46969 members 
Mstep: Class 10 contains 42616 members 
Mstep: Class 11 contains 47204 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 40485 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1256 members 
Mstep: Class 16 contains 44463 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47460 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43118 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50866 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242176.000000 Penalty: 79364.328125
Iteration 491Q: 25 clusters Score -1.112422e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 41592 members 
Mstep: Class 3 contains 44687 members 
Mstep: Class 4 contains 46782 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24646 members 
Mstep: Class 7 contains 49783 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46968 members 
Mstep: Class 10 contains 42618 members 
Mstep: Class 11 contains 47200 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 40486 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1256 members 
Mstep: Class 16 contains 44463 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47461 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43119 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50870 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242200.000000 Penalty: 79364.328125
Iteration 492Q: 25 clusters Score -1.112422e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 41595 members 
Mstep: Class 3 contains 44686 members 
Mstep: Class 4 contains 46780 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24646 members 
Mstep: Class 7 contains 49785 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46967 members 
Mstep: Class 10 contains 42618 members 
Mstep: Class 11 contains 47199 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 40485 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1256 members 
Mstep: Class 16 contains 44462 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47462 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43121 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50868 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242144.000000 Penalty: 79364.328125
Iteration 493Q: 25 clusters Score -1.112421e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 41597 members 
Mstep: Class 3 contains 44681 members 
Mstep: Class 4 contains 46778 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24645 members 
Mstep: Class 7 contains 49785 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46970 members 
Mstep: Class 10 contains 42622 members 
Mstep: Class 11 contains 47199 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 40485 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1256 members 
Mstep: Class 16 contains 44461 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47459 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43121 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50869 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242152.000000 Penalty: 79364.328125
Iteration 494Q: 25 clusters Score -1.112422e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38175 members 
Mstep: Class 2 contains 41598 members 
Mstep: Class 3 contains 44674 members 
Mstep: Class 4 contains 46779 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24643 members 
Mstep: Class 7 contains 49790 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46970 members 
Mstep: Class 10 contains 42628 members 
Mstep: Class 11 contains 47201 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 40486 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1256 members 
Mstep: Class 16 contains 44455 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47457 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43121 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50869 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242184.000000 Penalty: 79364.328125
Iteration 495Q: 25 clusters Score -1.112422e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 41599 members 
Mstep: Class 3 contains 44673 members 
Mstep: Class 4 contains 46778 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24642 members 
Mstep: Class 7 contains 49795 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46971 members 
Mstep: Class 10 contains 42632 members 
Mstep: Class 11 contains 47199 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 40488 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1256 members 
Mstep: Class 16 contains 44455 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47448 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43123 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50866 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242136.000000 Penalty: 79364.328125
Iteration 496Q: 25 clusters Score -1.112421e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 41598 members 
Mstep: Class 3 contains 44678 members 
Mstep: Class 4 contains 46778 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24642 members 
Mstep: Class 7 contains 49799 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46970 members 
Mstep: Class 10 contains 42635 members 
Mstep: Class 11 contains 47199 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 40489 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1256 members 
Mstep: Class 16 contains 44452 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47438 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43124 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50865 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242104.000000 Penalty: 79364.328125
Iteration 497Q: 25 clusters Score -1.112421e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38178 members 
Mstep: Class 2 contains 41595 members 
Mstep: Class 3 contains 44675 members 
Mstep: Class 4 contains 46779 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24642 members 
Mstep: Class 7 contains 49797 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46970 members 
Mstep: Class 10 contains 42642 members 
Mstep: Class 11 contains 47199 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 40489 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1256 members 
Mstep: Class 16 contains 44451 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47433 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43127 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50869 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242072.000000 Penalty: 79364.328125
Iteration 498Q: 25 clusters Score -1.112421e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 41592 members 
Mstep: Class 3 contains 44674 members 
Mstep: Class 4 contains 46783 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24642 members 
Mstep: Class 7 contains 49793 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46968 members 
Mstep: Class 10 contains 42644 members 
Mstep: Class 11 contains 47199 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 40487 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1256 members 
Mstep: Class 16 contains 44453 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47431 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43132 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50870 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242200.000000 Penalty: 79364.328125
Iteration 499Q: 25 clusters Score -1.112422e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 41594 members 
Mstep: Class 3 contains 44676 members 
Mstep: Class 4 contains 46788 members 
Mstep: Class 5 contains 427 members 
Mstep: Class 6 contains 24642 members 
Mstep: Class 7 contains 49791 members 
Mstep: Class 8 contains 2214 members 
Mstep: Class 9 contains 46964 members 
Mstep: Class 10 contains 42641 members 
Mstep: Class 11 contains 47200 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 40488 members 
Mstep: Class 14 contains 410 members 
Mstep: Class 15 contains 1256 members 
Mstep: Class 16 contains 44452 members 
Mstep: Class 17 contains 1105 members 
Mstep: Class 18 contains 47425 members 
Mstep: Class 19 contains 221 members 
Mstep: Class 20 contains 703 members 
Mstep: Class 21 contains 43134 members 
Mstep: Class 22 contains 745 members 
Mstep: Class 23 contains 50873 members 
Mstep: Class 24 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111242056.000000 Penalty: 79364.328125
Iteration 500F: 25 clusters Score -1.112421e+08 nChanged 52
Maximum iterations exceeded
--- Evaluating fit on full set of 1853663 points ---
Entering Unmasked Estep 
Score: -335354624.000000 Penalty: 85903.281250
23->25 Clusters: Score -335354624.000000, best is -335605280.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 617887 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 26869 members 
Mstep: Class 3 contains 26444 members 
Mstep: Class 4 contains 26928 members 
Mstep: Class 5 contains 26872 members 
Mstep: Class 6 contains 26742 members 
Mstep: Class 7 contains 26969 members 
Mstep: Class 8 contains 26686 members 
Mstep: Class 9 contains 27156 members 
Mstep: Class 10 contains 26578 members 
Mstep: Class 11 contains 26662 members 
Mstep: Class 12 contains 27160 members 
Mstep: Class 13 contains 26995 members 
Mstep: Class 14 contains 26833 members 
Mstep: Class 15 contains 26843 members 
Mstep: Class 16 contains 27048 members 
Mstep: Class 17 contains 26939 members 
Mstep: Class 18 contains 27163 members 
Mstep: Class 19 contains 26935 members 
Mstep: Class 20 contains 26782 members 
Mstep: Class 21 contains 26834 members 
Mstep: Class 22 contains 26793 members 
Mstep: Class 23 contains 26637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1446.624512 but Gain 3306.851562
Score: -105529656.000000 Penalty: 72750.632812
Iteration 0F: 23 clusters Score -1.055297e+08 nChanged 590512
Entering Unmasked Mstep 
Mstep: Class 0 contains 1761 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 15017 members 
Mstep: Class 4 contains 9667 members 
Mstep: Class 5 contains 44416 members 
Mstep: Class 6 contains 3347 members 
Mstep: Class 7 contains 35489 members 
Mstep: Class 8 contains 981 members 
Mstep: Class 9 contains 3948 members 
Mstep: Class 10 contains 7404 members 
Mstep: Class 11 contains 30199 members 
Mstep: Class 12 contains 135138 members 
Mstep: Class 13 contains 2855 members 
Mstep: Class 14 contains 6165 members 
Mstep: Class 15 contains 2527 members 
Mstep: Class 16 contains 6980 members 
Mstep: Class 17 contains 47449 members 
Mstep: Class 18 contains 2706 members 
Mstep: Class 19 contains 10143 members 
Mstep: Class 20 contains 164535 members 
Mstep: Class 21 contains 24652 members 
Mstep: Class 22 contains 37894 members 
Mstep: Class 23 contains 8063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 766.801941 but Gain 3306.843750
Score: -109930944.000000 Penalty: 69443.789062
Iteration 1F: 22 clusters Score -1.099309e+08 nChanged 265594
Entering Unmasked Mstep 
Mstep: Class 0 contains 1363 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 16561 members 
Mstep: Class 4 contains 2462 members 
Mstep: Class 5 contains 40406 members 
Mstep: Class 6 contains 1085 members 
Mstep: Class 7 contains 66813 members 
Mstep: Class 8 contains 1287 members 
Mstep: Class 9 contains 2550 members 
Mstep: Class 10 contains 2373 members 
Mstep: Class 11 contains 15063 members 
Mstep: Class 12 contains 79241 members 
Mstep: Class 13 contains 970 members 
Mstep: Class 14 contains 1210 members 
Mstep: Class 15 contains 1252 members 
Mstep: Class 16 contains 2093 members 
Mstep: Class 17 contains 98888 members 
Mstep: Class 19 contains 3753 members 
Mstep: Class 20 contains 135102 members 
Mstep: Class 21 contains 44260 members 
Mstep: Class 22 contains 78429 members 
Mstep: Class 23 contains 3747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 831.023743 but Gain 3306.851562
Score: -110510072.000000 Penalty: 66136.937500
Iteration 2F: 21 clusters Score -1.105101e+08 nChanged 191675
Entering Unmasked Mstep 
Mstep: Class 0 contains 722 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 15019 members 
Mstep: Class 4 contains 2932 members 
Mstep: Class 5 contains 43092 members 
Mstep: Class 7 contains 90154 members 
Mstep: Class 8 contains 1801 members 
Mstep: Class 9 contains 2125 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 11 contains 17163 members 
Mstep: Class 12 contains 80166 members 
Mstep: Class 13 contains 1267 members 
Mstep: Class 14 contains 1083 members 
Mstep: Class 15 contains 1088 members 
Mstep: Class 16 contains 1039 members 
Mstep: Class 17 contains 88789 members 
Mstep: Class 19 contains 5540 members 
Mstep: Class 20 contains 78818 members 
Mstep: Class 21 contains 62917 members 
Mstep: Class 22 contains 100782 members 
Mstep: Class 23 contains 2948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1133.133667 but Gain 3306.843750
Score: -110660864.000000 Penalty: 62830.093750
Iteration 3F: 20 clusters Score -1.106609e+08 nChanged 166323
Entering Unmasked Mstep 
Mstep: Class 0 contains 440 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 15614 members 
Mstep: Class 4 contains 2783 members 
Mstep: Class 5 contains 50519 members 
Mstep: Class 7 contains 85130 members 
Mstep: Class 8 contains 1946 members 
Mstep: Class 9 contains 2188 members 
Mstep: Class 10 contains 3281 members 
Mstep: Class 11 contains 23117 members 
Mstep: Class 12 contains 84143 members 
Mstep: Class 13 contains 1091 members 
Mstep: Class 15 contains 1212 members 
Mstep: Class 16 contains 784 members 
Mstep: Class 17 contains 75048 members 
Mstep: Class 19 contains 6235 members 
Mstep: Class 20 contains 88446 members 
Mstep: Class 21 contains 86623 members 
Mstep: Class 22 contains 70538 members 
Mstep: Class 23 contains 2566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1182.579590 but Gain 3306.847656
Score: -110740504.000000 Penalty: 59523.246094
Iteration 4F: 19 clusters Score -1.107405e+08 nChanged 130927
Entering Unmasked Mstep 
Mstep: Class 0 contains 328 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 17648 members 
Mstep: Class 4 contains 2156 members 
Mstep: Class 5 contains 64428 members 
Mstep: Class 7 contains 72042 members 
Mstep: Class 8 contains 1905 members 
Mstep: Class 9 contains 2272 members 
Mstep: Class 10 contains 3430 members 
Mstep: Class 11 contains 30364 members 
Mstep: Class 12 contains 86939 members 
Mstep: Class 15 contains 1276 members 
Mstep: Class 16 contains 716 members 
Mstep: Class 17 contains 77035 members 
Mstep: Class 19 contains 5657 members 
Mstep: Class 20 contains 75277 members 
Mstep: Class 21 contains 84981 members 
Mstep: Class 22 contains 73267 members 
Mstep: Class 23 contains 2250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1887.399658 but Gain 3306.847656
Score: -110811104.000000 Penalty: 56216.398438
Iteration 5F: 18 clusters Score -1.108111e+08 nChanged 103178
Entering Unmasked Mstep 
Mstep: Class 0 contains 258 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 21527 members 
Mstep: Class 5 contains 80847 members 
Mstep: Class 7 contains 70890 members 
Mstep: Class 8 contains 1865 members 
Mstep: Class 9 contains 2275 members 
Mstep: Class 10 contains 3941 members 
Mstep: Class 11 contains 38167 members 
Mstep: Class 12 contains 84481 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 708 members 
Mstep: Class 17 contains 75082 members 
Mstep: Class 19 contains 4576 members 
Mstep: Class 20 contains 70930 members 
Mstep: Class 21 contains 73986 members 
Mstep: Class 22 contains 68844 members 
Mstep: Class 23 contains 2012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 2493.969238 but Gain 3306.843750
Score: -110868104.000000 Penalty: 52909.554688
Iteration 6F: 17 clusters Score -1.108681e+08 nChanged 99305
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 16756 members 
Mstep: Class 2 contains 27516 members 
Mstep: Class 5 contains 95265 members 
Mstep: Class 7 contains 69372 members 
Mstep: Class 8 contains 1807 members 
Mstep: Class 9 contains 2250 members 
Mstep: Class 10 contains 4119 members 
Mstep: Class 11 contains 45286 members 
Mstep: Class 12 contains 81178 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 707 members 
Mstep: Class 17 contains 72848 members 
Mstep: Class 19 contains 3348 members 
Mstep: Class 20 contains 65004 members 
Mstep: Class 21 contains 70235 members 
Mstep: Class 22 contains 60642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110899176.000000 Penalty: 52909.554688
Iteration 7F: 17 clusters Score -1.108992e+08 nChanged 99274
Entering Unmasked Mstep 
Mstep: Class 0 contains 184 members 
Mstep: Class 1 contains 17737 members 
Mstep: Class 2 contains 35524 members 
Mstep: Class 5 contains 97577 members 
Mstep: Class 7 contains 71987 members 
Mstep: Class 8 contains 1751 members 
Mstep: Class 9 contains 2259 members 
Mstep: Class 10 contains 4270 members 
Mstep: Class 11 contains 52706 members 
Mstep: Class 12 contains 74953 members 
Mstep: Class 15 contains 1335 members 
Mstep: Class 16 contains 697 members 
Mstep: Class 17 contains 72076 members 
Mstep: Class 19 contains 2608 members 
Mstep: Class 20 contains 59490 members 
Mstep: Class 21 contains 66855 members 
Mstep: Class 22 contains 55878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110936424.000000 Penalty: 52909.554688
Iteration 8F: 17 clusters Score -1.109364e+08 nChanged 78021
Entering Unmasked Mstep 
Mstep: Class 0 contains 167 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 45250 members 
Mstep: Class 5 contains 85699 members 
Mstep: Class 7 contains 75333 members 
Mstep: Class 8 contains 1697 members 
Mstep: Class 9 contains 2249 members 
Mstep: Class 10 contains 4457 members 
Mstep: Class 11 contains 60293 members 
Mstep: Class 12 contains 77990 members 
Mstep: Class 15 contains 1352 members 
Mstep: Class 16 contains 689 members 
Mstep: Class 17 contains 70352 members 
Mstep: Class 19 contains 2301 members 
Mstep: Class 20 contains 54279 members 
Mstep: Class 21 contains 63469 members 
Mstep: Class 22 contains 53416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110979008.000000 Penalty: 52909.554688
Iteration 9F: 17 clusters Score -1.10979e+08 nChanged 70652
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 57585 members 
Mstep: Class 5 contains 82170 members 
Mstep: Class 7 contains 73856 members 
Mstep: Class 8 contains 1651 members 
Mstep: Class 9 contains 2253 members 
Mstep: Class 10 contains 4566 members 
Mstep: Class 11 contains 67438 members 
Mstep: Class 12 contains 73889 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 676 members 
Mstep: Class 17 contains 67977 members 
Mstep: Class 19 contains 2218 members 
Mstep: Class 20 contains 50508 members 
Mstep: Class 21 contains 60393 members 
Mstep: Class 22 contains 50787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111010648.000000 Penalty: 52909.554688
Iteration 10F: 17 clusters Score -1.110106e+08 nChanged 67326
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 73255 members 
Mstep: Class 5 contains 74639 members 
Mstep: Class 7 contains 70701 members 
Mstep: Class 8 contains 1609 members 
Mstep: Class 9 contains 2246 members 
Mstep: Class 10 contains 4679 members 
Mstep: Class 11 contains 74631 members 
Mstep: Class 12 contains 74247 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 661 members 
Mstep: Class 17 contains 63669 members 
Mstep: Class 19 contains 2303 members 
Mstep: Class 20 contains 47699 members 
Mstep: Class 21 contains 56828 members 
Mstep: Class 22 contains 46947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111031416.000000 Penalty: 52909.554688
Iteration 11F: 17 clusters Score -1.110314e+08 nChanged 60646
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 84765 members 
Mstep: Class 5 contains 69215 members 
Mstep: Class 7 contains 66399 members 
Mstep: Class 8 contains 1579 members 
Mstep: Class 9 contains 2231 members 
Mstep: Class 10 contains 4796 members 
Mstep: Class 11 contains 82383 members 
Mstep: Class 12 contains 71621 members 
Mstep: Class 15 contains 1349 members 
Mstep: Class 16 contains 647 members 
Mstep: Class 17 contains 60420 members 
Mstep: Class 19 contains 2524 members 
Mstep: Class 20 contains 46652 members 
Mstep: Class 21 contains 54666 members 
Mstep: Class 22 contains 43490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111042616.000000 Penalty: 52909.554688
Iteration 12F: 17 clusters Score -1.110426e+08 nChanged 58844
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 85896 members 
Mstep: Class 5 contains 64041 members 
Mstep: Class 7 contains 62639 members 
Mstep: Class 8 contains 1533 members 
Mstep: Class 9 contains 2240 members 
Mstep: Class 10 contains 4859 members 
Mstep: Class 11 contains 90500 members 
Mstep: Class 12 contains 68510 members 
Mstep: Class 15 contains 1347 members 
Mstep: Class 16 contains 638 members 
Mstep: Class 17 contains 58821 members 
Mstep: Class 19 contains 2952 members 
Mstep: Class 20 contains 47631 members 
Mstep: Class 21 contains 54728 members 
Mstep: Class 22 contains 42931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111045088.000000 Penalty: 52909.554688
Iteration 13F: 17 clusters Score -1.110451e+08 nChanged 49131
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 81338 members 
Mstep: Class 5 contains 58576 members 
Mstep: Class 7 contains 59873 members 
Mstep: Class 8 contains 1480 members 
Mstep: Class 9 contains 2254 members 
Mstep: Class 10 contains 4867 members 
Mstep: Class 11 contains 96895 members 
Mstep: Class 12 contains 67073 members 
Mstep: Class 15 contains 1346 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 58351 members 
Mstep: Class 19 contains 3766 members 
Mstep: Class 20 contains 48915 members 
Mstep: Class 21 contains 55017 members 
Mstep: Class 22 contains 43937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111041552.000000 Penalty: 52909.554688
Iteration 14F: 17 clusters Score -1.110416e+08 nChanged 40791
Entering Unmasked Mstep 
Mstep: Class 0 contains 102 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 77894 members 
Mstep: Class 5 contains 54767 members 
Mstep: Class 7 contains 57815 members 
Mstep: Class 8 contains 1425 members 
Mstep: Class 9 contains 2254 members 
Mstep: Class 10 contains 4721 members 
Mstep: Class 11 contains 97866 members 
Mstep: Class 12 contains 65935 members 
Mstep: Class 15 contains 1360 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 58150 members 
Mstep: Class 19 contains 4999 members 
Mstep: Class 20 contains 49404 members 
Mstep: Class 21 contains 55066 members 
Mstep: Class 22 contains 45329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111050456.000000 Penalty: 52909.554688
Iteration 15F: 17 clusters Score -1.110505e+08 nChanged 34083
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 48654 members 
Mstep: Class 2 contains 75166 members 
Mstep: Class 5 contains 51920 members 
Mstep: Class 7 contains 55737 members 
Mstep: Class 8 contains 1358 members 
Mstep: Class 9 contains 2250 members 
Mstep: Class 10 contains 4409 members 
Mstep: Class 11 contains 96311 members 
Mstep: Class 12 contains 64674 members 
Mstep: Class 15 contains 1373 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 58237 members 
Mstep: Class 19 contains 6360 members 
Mstep: Class 20 contains 49434 members 
Mstep: Class 21 contains 54622 members 
Mstep: Class 22 contains 46654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111062472.000000 Penalty: 52909.554688
Iteration 16F: 17 clusters Score -1.110625e+08 nChanged 35326
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 61456 members 
Mstep: Class 2 contains 72264 members 
Mstep: Class 5 contains 49225 members 
Mstep: Class 7 contains 53310 members 
Mstep: Class 8 contains 1317 members 
Mstep: Class 9 contains 2187 members 
Mstep: Class 10 contains 4012 members 
Mstep: Class 11 contains 95218 members 
Mstep: Class 12 contains 62592 members 
Mstep: Class 15 contains 1378 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 58245 members 
Mstep: Class 19 contains 7723 members 
Mstep: Class 20 contains 48642 members 
Mstep: Class 21 contains 53259 members 
Mstep: Class 22 contains 46342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111069352.000000 Penalty: 52909.554688
Iteration 17F: 17 clusters Score -1.110694e+08 nChanged 36909
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 73602 members 
Mstep: Class 2 contains 69835 members 
Mstep: Class 5 contains 47439 members 
Mstep: Class 7 contains 51362 members 
Mstep: Class 8 contains 1270 members 
Mstep: Class 9 contains 2112 members 
Mstep: Class 10 contains 3693 members 
Mstep: Class 11 contains 94772 members 
Mstep: Class 12 contains 60348 members 
Mstep: Class 15 contains 1375 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 58334 members 
Mstep: Class 19 contains 8925 members 
Mstep: Class 20 contains 47712 members 
Mstep: Class 21 contains 51743 members 
Mstep: Class 22 contains 44654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111074344.000000 Penalty: 52909.554688
Iteration 18F: 17 clusters Score -1.110743e+08 nChanged 33092
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 79142 members 
Mstep: Class 2 contains 67626 members 
Mstep: Class 5 contains 46767 members 
Mstep: Class 7 contains 50649 members 
Mstep: Class 8 contains 1222 members 
Mstep: Class 9 contains 2040 members 
Mstep: Class 10 contains 3487 members 
Mstep: Class 11 contains 93883 members 
Mstep: Class 12 contains 57337 members 
Mstep: Class 15 contains 1366 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 58992 members 
Mstep: Class 19 contains 10020 members 
Mstep: Class 20 contains 47828 members 
Mstep: Class 21 contains 51751 members 
Mstep: Class 22 contains 45067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111078168.000000 Penalty: 52909.554688
Iteration 19F: 17 clusters Score -1.110782e+08 nChanged 29376
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 78272 members 
Mstep: Class 2 contains 66051 members 
Mstep: Class 5 contains 46703 members 
Mstep: Class 7 contains 50893 members 
Mstep: Class 8 contains 1167 members 
Mstep: Class 9 contains 1979 members 
Mstep: Class 10 contains 3332 members 
Mstep: Class 11 contains 93254 members 
Mstep: Class 12 contains 53462 members 
Mstep: Class 15 contains 1367 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 60034 members 
Mstep: Class 19 contains 10963 members 
Mstep: Class 20 contains 49272 members 
Mstep: Class 21 contains 52970 members 
Mstep: Class 22 contains 47465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111083488.000000 Penalty: 52909.554688
Iteration 20F: 17 clusters Score -1.110835e+08 nChanged 20822
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 75722 members 
Mstep: Class 2 contains 64555 members 
Mstep: Class 5 contains 46909 members 
Mstep: Class 7 contains 51180 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 1933 members 
Mstep: Class 10 contains 3203 members 
Mstep: Class 11 contains 92818 members 
Mstep: Class 12 contains 51668 members 
Mstep: Class 15 contains 1368 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 60931 members 
Mstep: Class 19 contains 11833 members 
Mstep: Class 20 contains 50290 members 
Mstep: Class 21 contains 54091 members 
Mstep: Class 22 contains 49577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111087928.000000 Penalty: 52909.554688
Iteration 21Q: 17 clusters Score -1.110879e+08 nChanged 16702
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 73793 members 
Mstep: Class 2 contains 62889 members 
Mstep: Class 5 contains 47029 members 
Mstep: Class 7 contains 51446 members 
Mstep: Class 8 contains 1059 members 
Mstep: Class 9 contains 1875 members 
Mstep: Class 10 contains 3055 members 
Mstep: Class 11 contains 92437 members 
Mstep: Class 12 contains 51240 members 
Mstep: Class 15 contains 1367 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 61520 members 
Mstep: Class 19 contains 12727 members 
Mstep: Class 20 contains 50854 members 
Mstep: Class 21 contains 54764 members 
Mstep: Class 22 contains 51135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111091288.000000 Penalty: 52909.554688
Iteration 22Q: 17 clusters Score -1.110913e+08 nChanged 15515
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 72255 members 
Mstep: Class 2 contains 61466 members 
Mstep: Class 5 contains 47168 members 
Mstep: Class 7 contains 51813 members 
Mstep: Class 8 contains 1039 members 
Mstep: Class 9 contains 1810 members 
Mstep: Class 10 contains 2838 members 
Mstep: Class 11 contains 91868 members 
Mstep: Class 12 contains 51074 members 
Mstep: Class 15 contains 1373 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 62119 members 
Mstep: Class 19 contains 13824 members 
Mstep: Class 20 contains 51260 members 
Mstep: Class 21 contains 55116 members 
Mstep: Class 22 contains 52167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111094968.000000 Penalty: 52909.554688
Iteration 23Q: 17 clusters Score -1.11095e+08 nChanged 14680
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 70808 members 
Mstep: Class 2 contains 60167 members 
Mstep: Class 5 contains 47355 members 
Mstep: Class 7 contains 52129 members 
Mstep: Class 8 contains 1034 members 
Mstep: Class 9 contains 1779 members 
Mstep: Class 10 contains 2645 members 
Mstep: Class 11 contains 91231 members 
Mstep: Class 12 contains 50987 members 
Mstep: Class 15 contains 1379 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 62668 members 
Mstep: Class 19 contains 15049 members 
Mstep: Class 20 contains 51539 members 
Mstep: Class 21 contains 55450 members 
Mstep: Class 22 contains 52970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111097112.000000 Penalty: 52909.554688
Iteration 24Q: 17 clusters Score -1.110971e+08 nChanged 14538
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 69373 members 
Mstep: Class 2 contains 59093 members 
Mstep: Class 5 contains 47549 members 
Mstep: Class 7 contains 52455 members 
Mstep: Class 8 contains 1034 members 
Mstep: Class 9 contains 1768 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 90463 members 
Mstep: Class 12 contains 50935 members 
Mstep: Class 15 contains 1384 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 63179 members 
Mstep: Class 19 contains 16262 members 
Mstep: Class 20 contains 51888 members 
Mstep: Class 21 contains 55785 members 
Mstep: Class 22 contains 53489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111098960.000000 Penalty: 52909.554688
Iteration 25Q: 17 clusters Score -1.11099e+08 nChanged 14145
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 67884 members 
Mstep: Class 2 contains 58380 members 
Mstep: Class 5 contains 47804 members 
Mstep: Class 7 contains 52782 members 
Mstep: Class 8 contains 1034 members 
Mstep: Class 9 contains 1766 members 
Mstep: Class 10 contains 2491 members 
Mstep: Class 11 contains 89674 members 
Mstep: Class 12 contains 50762 members 
Mstep: Class 15 contains 1387 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 63665 members 
Mstep: Class 19 contains 17370 members 
Mstep: Class 20 contains 52266 members 
Mstep: Class 21 contains 56124 members 
Mstep: Class 22 contains 53801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111101120.000000 Penalty: 52909.554688
Iteration 26Q: 17 clusters Score -1.111011e+08 nChanged 13030
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 66302 members 
Mstep: Class 2 contains 57907 members 
Mstep: Class 5 contains 48055 members 
Mstep: Class 7 contains 53100 members 
Mstep: Class 8 contains 1034 members 
Mstep: Class 9 contains 1765 members 
Mstep: Class 10 contains 2484 members 
Mstep: Class 11 contains 88821 members 
Mstep: Class 12 contains 50487 members 
Mstep: Class 15 contains 1381 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 64080 members 
Mstep: Class 19 contains 18390 members 
Mstep: Class 20 contains 52689 members 
Mstep: Class 21 contains 56538 members 
Mstep: Class 22 contains 54157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111102304.000000 Penalty: 52909.554688
Iteration 27Q: 17 clusters Score -1.111023e+08 nChanged 11841
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 64704 members 
Mstep: Class 2 contains 57544 members 
Mstep: Class 5 contains 48170 members 
Mstep: Class 7 contains 53451 members 
Mstep: Class 8 contains 1034 members 
Mstep: Class 9 contains 1765 members 
Mstep: Class 10 contains 2483 members 
Mstep: Class 11 contains 88010 members 
Mstep: Class 12 contains 50207 members 
Mstep: Class 15 contains 1378 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 64481 members 
Mstep: Class 19 contains 19337 members 
Mstep: Class 20 contains 53104 members 
Mstep: Class 21 contains 57022 members 
Mstep: Class 22 contains 54501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111104128.000000 Penalty: 52909.554688
Iteration 28Q: 17 clusters Score -1.111041e+08 nChanged 10983
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 63159 members 
Mstep: Class 2 contains 57268 members 
Mstep: Class 5 contains 48355 members 
Mstep: Class 7 contains 53780 members 
Mstep: Class 8 contains 1034 members 
Mstep: Class 9 contains 1765 members 
Mstep: Class 10 contains 2489 members 
Mstep: Class 11 contains 87212 members 
Mstep: Class 12 contains 49866 members 
Mstep: Class 15 contains 1379 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 64852 members 
Mstep: Class 19 contains 20181 members 
Mstep: Class 20 contains 53497 members 
Mstep: Class 21 contains 57591 members 
Mstep: Class 22 contains 54763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111105856.000000 Penalty: 52909.554688
Iteration 29Q: 17 clusters Score -1.111059e+08 nChanged 10317
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 61667 members 
Mstep: Class 2 contains 57070 members 
Mstep: Class 5 contains 48467 members 
Mstep: Class 7 contains 53919 members 
Mstep: Class 8 contains 1034 members 
Mstep: Class 9 contains 1765 members 
Mstep: Class 10 contains 2499 members 
Mstep: Class 11 contains 86607 members 
Mstep: Class 12 contains 49549 members 
Mstep: Class 15 contains 1377 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 65187 members 
Mstep: Class 19 contains 20974 members 
Mstep: Class 20 contains 53796 members 
Mstep: Class 21 contains 58284 members 
Mstep: Class 22 contains 54996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111106832.000000 Penalty: 52909.554688
Iteration 30Q: 17 clusters Score -1.111068e+08 nChanged 9801
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 60460 members 
Mstep: Class 2 contains 56980 members 
Mstep: Class 5 contains 48615 members 
Mstep: Class 7 contains 54059 members 
Mstep: Class 8 contains 1034 members 
Mstep: Class 9 contains 1765 members 
Mstep: Class 10 contains 2510 members 
Mstep: Class 11 contains 85891 members 
Mstep: Class 12 contains 49241 members 
Mstep: Class 15 contains 1375 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 65437 members 
Mstep: Class 19 contains 21698 members 
Mstep: Class 20 contains 54086 members 
Mstep: Class 21 contains 58915 members 
Mstep: Class 22 contains 55125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111107488.000000 Penalty: 52909.554688
Iteration 31Q: 17 clusters Score -1.111075e+08 nChanged 9285
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 59443 members 
Mstep: Class 2 contains 56966 members 
Mstep: Class 5 contains 48750 members 
Mstep: Class 7 contains 54157 members 
Mstep: Class 8 contains 1034 members 
Mstep: Class 9 contains 1765 members 
Mstep: Class 10 contains 2517 members 
Mstep: Class 11 contains 85233 members 
Mstep: Class 12 contains 48989 members 
Mstep: Class 15 contains 1371 members 
Mstep: Class 16 contains 626 members 
Mstep: Class 17 contains 65587 members 
Mstep: Class 19 contains 22388 members 
Mstep: Class 20 contains 54346 members 
Mstep: Class 21 contains 59458 members 
Mstep: Class 22 contains 55189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111109024.000000 Penalty: 52909.554688
Iteration 32Q: 17 clusters Score -1.11109e+08 nChanged 9081
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 58539 members 
Mstep: Class 2 contains 56978 members 
Mstep: Class 5 contains 48912 members 
Mstep: Class 7 contains 54182 members 
Mstep: Class 8 contains 1034 members 
Mstep: Class 9 contains 1765 members 
Mstep: Class 10 contains 2527 members 
Mstep: Class 11 contains 84523 members 
Mstep: Class 12 contains 48822 members 
Mstep: Class 15 contains 1365 members 
Mstep: Class 16 contains 626 members 
Mstep: Class 17 contains 65752 members 
Mstep: Class 19 contains 23024 members 
Mstep: Class 20 contains 54492 members 
Mstep: Class 21 contains 59942 members 
Mstep: Class 22 contains 55336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111110336.000000 Penalty: 52909.554688
Iteration 33Q: 17 clusters Score -1.111103e+08 nChanged 8754
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57763 members 
Mstep: Class 2 contains 57002 members 
Mstep: Class 5 contains 48988 members 
Mstep: Class 7 contains 54213 members 
Mstep: Class 8 contains 1034 members 
Mstep: Class 9 contains 1764 members 
Mstep: Class 10 contains 2532 members 
Mstep: Class 11 contains 83807 members 
Mstep: Class 12 contains 48754 members 
Mstep: Class 15 contains 1364 members 
Mstep: Class 16 contains 626 members 
Mstep: Class 17 contains 65874 members 
Mstep: Class 19 contains 23582 members 
Mstep: Class 20 contains 54675 members 
Mstep: Class 21 contains 60370 members 
Mstep: Class 22 contains 55471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111110776.000000 Penalty: 52909.554688
Iteration 34Q: 17 clusters Score -1.111108e+08 nChanged 8513
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 57088 members 
Mstep: Class 2 contains 56985 members 
Mstep: Class 5 contains 49107 members 
Mstep: Class 7 contains 54221 members 
Mstep: Class 8 contains 1034 members 
Mstep: Class 9 contains 1764 members 
Mstep: Class 10 contains 2539 members 
Mstep: Class 11 contains 82940 members 
Mstep: Class 12 contains 48729 members 
Mstep: Class 15 contains 1367 members 
Mstep: Class 16 contains 626 members 
Mstep: Class 17 contains 66029 members 
Mstep: Class 19 contains 24109 members 
Mstep: Class 20 contains 54887 members 
Mstep: Class 21 contains 60753 members 
Mstep: Class 22 contains 55641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111112192.000000 Penalty: 52909.554688
Iteration 35Q: 17 clusters Score -1.111122e+08 nChanged 8181
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 56612 members 
Mstep: Class 2 contains 56937 members 
Mstep: Class 5 contains 49155 members 
Mstep: Class 7 contains 54169 members 
Mstep: Class 8 contains 1034 members 
Mstep: Class 9 contains 1764 members 
Mstep: Class 10 contains 2551 members 
Mstep: Class 11 contains 82262 members 
Mstep: Class 12 contains 48688 members 
Mstep: Class 15 contains 1362 members 
Mstep: Class 16 contains 626 members 
Mstep: Class 17 contains 66178 members 
Mstep: Class 19 contains 24573 members 
Mstep: Class 20 contains 55111 members 
Mstep: Class 21 contains 61096 members 
Mstep: Class 22 contains 55701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111113000.000000 Penalty: 52909.554688
Iteration 36Q: 17 clusters Score -1.11113e+08 nChanged 7831
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 56234 members 
Mstep: Class 2 contains 56903 members 
Mstep: Class 5 contains 49160 members 
Mstep: Class 7 contains 54062 members 
Mstep: Class 8 contains 1034 members 
Mstep: Class 9 contains 1764 members 
Mstep: Class 10 contains 2565 members 
Mstep: Class 11 contains 81613 members 
Mstep: Class 12 contains 48760 members 
Mstep: Class 15 contains 1358 members 
Mstep: Class 16 contains 626 members 
Mstep: Class 17 contains 66290 members 
Mstep: Class 19 contains 24965 members 
Mstep: Class 20 contains 55338 members 
Mstep: Class 21 contains 61400 members 
Mstep: Class 22 contains 55747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111113976.000000 Penalty: 52909.554688
Iteration 37Q: 17 clusters Score -1.11114e+08 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 55866 members 
Mstep: Class 2 contains 56919 members 
Mstep: Class 5 contains 49158 members 
Mstep: Class 7 contains 54010 members 
Mstep: Class 8 contains 1034 members 
Mstep: Class 9 contains 1764 members 
Mstep: Class 10 contains 2576 members 
Mstep: Class 11 contains 80920 members 
Mstep: Class 12 contains 48799 members 
Mstep: Class 15 contains 1356 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 66407 members 
Mstep: Class 19 contains 25341 members 
Mstep: Class 20 contains 55561 members 
Mstep: Class 21 contains 61638 members 
Mstep: Class 22 contains 55843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111115472.000000 Penalty: 52909.554688
Iteration 38Q: 17 clusters Score -1.111155e+08 nChanged 7292
Entering ConstructFrom: 
Score: -111115472.000000 Penalty: 52909.554688
Entering ConstructFrom: 
Trying to split cluster 1 (55670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55670 members 
Entering Unmasked Estep 
Score: -10267469.000000 Penalty: 2709.944824
	Iteration 0F: 2 clusters Score -1.026747e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -10238609.000000 Penalty: 5419.889648
	Iteration 0F: 3 clusters Score -1.023861e+07 nChanged 25874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -10253041.000000 Penalty: 5419.889648
	Iteration 1F: 3 clusters Score -1.025304e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -10253592.000000 Penalty: 5419.889648
	Iteration 2Q: 3 clusters Score -1.025359e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 28644 members 
Entering Unmasked Estep 
Score: -10254086.000000 Penalty: 5419.889648
	Iteration 3Q: 3 clusters Score -1.025409e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -10254629.000000 Penalty: 5419.889648
	Iteration 4Q: 3 clusters Score -1.025463e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -10255196.000000 Penalty: 5419.889648
	Iteration 5Q: 3 clusters Score -1.02552e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -10255837.000000 Penalty: 5419.889648
	Iteration 6Q: 3 clusters Score -1.025584e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 31610 members 
Entering Unmasked Estep 
Score: -10256627.000000 Penalty: 5419.889648
	Iteration 7Q: 3 clusters Score -1.025663e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 33049 members 
Entering Unmasked Estep 
Score: -10257644.000000 Penalty: 5419.889648
	Iteration 8Q: 3 clusters Score -1.025764e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -10258941.000000 Penalty: 5419.889648
	Iteration 9Q: 3 clusters Score -1.025894e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 36681 members 
Entering Unmasked Estep 
Score: -10260578.000000 Penalty: 5419.889648
	Iteration 10F: 3 clusters Score -1.026058e+07 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 38804 members 
Entering Unmasked Estep 
Score: -10262397.000000 Penalty: 5419.889648
	Iteration 11F: 3 clusters Score -1.02624e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -10264336.000000 Penalty: 5419.889648
	Iteration 12F: 3 clusters Score -1.026434e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 42969 members 
Entering Unmasked Estep 
Score: -10266054.000000 Penalty: 5419.889648
	Iteration 13Q: 3 clusters Score -1.026605e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 44841 members 
Entering Unmasked Estep 
Score: -10267116.000000 Penalty: 5419.889648
	Iteration 14Q: 3 clusters Score -1.026712e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -10267518.000000 Penalty: 5419.889648
	Iteration 15Q: 3 clusters Score -1.026752e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 47773 members 
Entering Unmasked Estep 
Score: -10267670.000000 Penalty: 5419.889648
	Iteration 16Q: 3 clusters Score -1.026767e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 48837 members 
Entering Unmasked Estep 
Score: -10267596.000000 Penalty: 5419.889648
	Iteration 17Q: 3 clusters Score -1.02676e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 49679 members 
Entering Unmasked Estep 
Score: -10267450.000000 Penalty: 5419.889648
	Iteration 18Q: 3 clusters Score -1.026745e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 50389 members 
Entering Unmasked Estep 
Score: -10267338.000000 Penalty: 5419.889648
	Iteration 19Q: 3 clusters Score -1.026734e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 50941 members 
Entering Unmasked Estep 
Score: -10267218.000000 Penalty: 5419.889648
	Iteration 20F: 3 clusters Score -1.026722e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 51402 members 
Entering Unmasked Estep 
Score: -10267057.000000 Penalty: 5419.889648
	Iteration 21Q: 3 clusters Score -1.026706e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 51793 members 
Entering Unmasked Estep 
Score: -10266886.000000 Penalty: 5419.889648
	Iteration 22Q: 3 clusters Score -1.026689e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 52099 members 
Entering Unmasked Estep 
Score: -10266749.000000 Penalty: 5419.889648
	Iteration 23Q: 3 clusters Score -1.026675e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 52393 members 
Entering Unmasked Estep 
Score: -10266659.000000 Penalty: 5419.889648
	Iteration 24Q: 3 clusters Score -1.026666e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 52639 members 
Entering Unmasked Estep 
Score: -10266572.000000 Penalty: 5419.889648
	Iteration 25Q: 3 clusters Score -1.026657e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 52846 members 
Entering Unmasked Estep 
Score: -10266485.000000 Penalty: 5419.889648
	Iteration 26Q: 3 clusters Score -1.026648e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 53060 members 
Entering Unmasked Estep 
Score: -10266387.000000 Penalty: 5419.889648
	Iteration 27Q: 3 clusters Score -1.026639e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 53258 members 
Entering Unmasked Estep 
Score: -10266345.000000 Penalty: 5419.889648
	Iteration 28Q: 3 clusters Score -1.026634e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 53427 members 
Entering Unmasked Estep 
Score: -10266303.000000 Penalty: 5419.889648
	Iteration 29Q: 3 clusters Score -1.02663e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 53586 members 
Entering Unmasked Estep 
Score: -10266248.000000 Penalty: 5419.889648
	Iteration 30Q: 3 clusters Score -1.026625e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 53730 members 
Entering Unmasked Estep 
Score: -10266196.000000 Penalty: 5419.889648
	Iteration 31Q: 3 clusters Score -1.02662e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 53833 members 
Entering Unmasked Estep 
Score: -10266179.000000 Penalty: 5419.889648
	Iteration 32Q: 3 clusters Score -1.026618e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 53927 members 
Entering Unmasked Estep 
Score: -10266164.000000 Penalty: 5419.889648
	Iteration 33Q: 3 clusters Score -1.026616e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 54010 members 
Entering Unmasked Estep 
Score: -10266131.000000 Penalty: 5419.889648
	Iteration 34Q: 3 clusters Score -1.026613e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 54086 members 
Entering Unmasked Estep 
Score: -10266106.000000 Penalty: 5419.889648
	Iteration 35Q: 3 clusters Score -1.026611e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 54141 members 
Entering Unmasked Estep 
Score: -10266085.000000 Penalty: 5419.889648
	Iteration 36Q: 3 clusters Score -1.026608e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 54194 members 
Entering Unmasked Estep 
Score: -10266071.000000 Penalty: 5419.889648
	Iteration 37Q: 3 clusters Score -1.026607e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 54254 members 
Entering Unmasked Estep 
Score: -10266069.000000 Penalty: 5419.889648
	Iteration 38Q: 3 clusters Score -1.026607e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 54302 members 
Entering Unmasked Estep 
Score: -10266035.000000 Penalty: 5419.889648
	Iteration 39Q: 3 clusters Score -1.026604e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 54342 members 
Entering Unmasked Estep 
Score: -10266005.000000 Penalty: 5419.889648
	Iteration 40F: 3 clusters Score -1.0266e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 54376 members 
Entering Unmasked Estep 
Score: -10265991.000000 Penalty: 5419.889648
	Iteration 41Q: 3 clusters Score -1.026599e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 54408 members 
Entering Unmasked Estep 
Score: -10265984.000000 Penalty: 5419.889648
	Iteration 42Q: 3 clusters Score -1.026598e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 54437 members 
Entering Unmasked Estep 
Score: -10265959.000000 Penalty: 5419.889648
	Iteration 43Q: 3 clusters Score -1.026596e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 54456 members 
Entering Unmasked Estep 
Score: -10265960.000000 Penalty: 5419.889648
	Iteration 44Q: 3 clusters Score -1.026596e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 54474 members 
Entering Unmasked Estep 
Score: -10265947.000000 Penalty: 5419.889648
	Iteration 45Q: 3 clusters Score -1.026595e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 54494 members 
Entering Unmasked Estep 
Score: -10265962.000000 Penalty: 5419.889648
	Iteration 46Q: 3 clusters Score -1.026596e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 54515 members 
Entering Unmasked Estep 
Score: -10265959.000000 Penalty: 5419.889648
	Iteration 47Q: 3 clusters Score -1.026596e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 54529 members 
Entering Unmasked Estep 
Score: -10265956.000000 Penalty: 5419.889648
	Iteration 48Q: 3 clusters Score -1.026596e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 54541 members 
Entering Unmasked Estep 
Score: -10265942.000000 Penalty: 5419.889648
	Iteration 49Q: 3 clusters Score -1.026594e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 54550 members 
Entering Unmasked Estep 
Score: -10265947.000000 Penalty: 5419.889648
	Iteration 50Q: 3 clusters Score -1.026595e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 54555 members 
Entering Unmasked Estep 
Score: -10265939.000000 Penalty: 5419.889648
	Iteration 51Q: 3 clusters Score -1.026594e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 54564 members 
Entering Unmasked Estep 
Score: -10265949.000000 Penalty: 5419.889648
	Iteration 52Q: 3 clusters Score -1.026595e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 54576 members 
Entering Unmasked Estep 
Score: -10265949.000000 Penalty: 5419.889648
	Iteration 53Q: 3 clusters Score -1.026595e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 54586 members 
Entering Unmasked Estep 
Score: -10265947.000000 Penalty: 5419.889648
	Iteration 54Q: 3 clusters Score -1.026595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 54594 members 
Entering Unmasked Estep 
Score: -10265933.000000 Penalty: 5419.889648
	Iteration 55Q: 3 clusters Score -1.026593e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 54600 members 
Entering Unmasked Estep 
Score: -10265938.000000 Penalty: 5419.889648
	Iteration 56Q: 3 clusters Score -1.026594e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 54603 members 
Entering Unmasked Estep 
Score: -10265940.000000 Penalty: 5419.889648
	Iteration 57Q: 3 clusters Score -1.026594e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 54607 members 
Entering Unmasked Estep 
Score: -10265934.000000 Penalty: 5419.889648
	Iteration 58Q: 3 clusters Score -1.026593e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 54610 members 
Entering Unmasked Estep 
Score: -10265921.000000 Penalty: 5419.889648
	Iteration 59Q: 3 clusters Score -1.026592e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 54612 members 
Entering Unmasked Estep 
Score: -10265925.000000 Penalty: 5419.889648
	Iteration 60F: 3 clusters Score -1.026592e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 54614 members 
Entering Unmasked Estep 
Score: -10265921.000000 Penalty: 5419.889648
	Iteration 61Q: 3 clusters Score -1.026592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 54615 members 
Entering Unmasked Estep 
Score: -10265926.000000 Penalty: 5419.889648
	Iteration 62Q: 3 clusters Score -1.026593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 54617 members 
Entering Unmasked Estep 
Score: -10265922.000000 Penalty: 5419.889648
	Iteration 63Q: 3 clusters Score -1.026592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 54616 members 
Entering Unmasked Estep 
Score: -10265923.000000 Penalty: 5419.889648
	Iteration 64Q: 3 clusters Score -1.026592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 54617 members 
Entering Unmasked Estep 
Score: -10265926.000000 Penalty: 5419.889648
	Iteration 65Q: 3 clusters Score -1.026593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 54618 members 
Entering Unmasked Estep 
Score: -10265927.000000 Penalty: 5419.889648
	Iteration 66Q: 3 clusters Score -1.026593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 54619 members 
Entering Unmasked Estep 
Score: -10265921.000000 Penalty: 5419.889648
	Iteration 67Q: 3 clusters Score -1.026592e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 54618 members 
Entering Unmasked Estep 
Score: -10265931.000000 Penalty: 5419.889648
	Iteration 68Q: 3 clusters Score -1.026593e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 54619 members 
Entering Unmasked Estep 
Score: -10265924.000000 Penalty: 5419.889648
	Iteration 69Q: 3 clusters Score -1.026592e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 54619 members 
Entering Unmasked Estep 
Score: -10265924.000000 Penalty: 5419.889648
	Iteration 70F: 3 clusters Score -1.026592e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (56902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56902 members 
Entering Unmasked Estep 
Score: -10375580.000000 Penalty: 2715.373291
	Iteration 0F: 2 clusters Score -1.037558e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -10343898.000000 Penalty: 5430.746582
	Iteration 0F: 3 clusters Score -1.03439e+07 nChanged 26403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -10358597.000000 Penalty: 5430.746582
	Iteration 1F: 3 clusters Score -1.03586e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -10359310.000000 Penalty: 5430.746582
	Iteration 2Q: 3 clusters Score -1.035931e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 29166 members 
Entering Unmasked Estep 
Score: -10360055.000000 Penalty: 5430.746582
	Iteration 3Q: 3 clusters Score -1.036006e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -10361073.000000 Penalty: 5430.746582
	Iteration 4Q: 3 clusters Score -1.036107e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -10362488.000000 Penalty: 5430.746582
	Iteration 5Q: 3 clusters Score -1.036249e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -10364081.000000 Penalty: 5430.746582
	Iteration 6Q: 3 clusters Score -1.036408e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -10365811.000000 Penalty: 5430.746582
	Iteration 7F: 3 clusters Score -1.036581e+07 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 30792 members 
Entering Unmasked Estep 
Score: -10367479.000000 Penalty: 5430.746582
	Iteration 8F: 3 clusters Score -1.036748e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -10369058.000000 Penalty: 5430.746582
	Iteration 9F: 3 clusters Score -1.036906e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -10370315.000000 Penalty: 5430.746582
	Iteration 10Q: 3 clusters Score -1.037032e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 30469 members 
Entering Unmasked Estep 
Score: -10371423.000000 Penalty: 5430.746582
	Iteration 11Q: 3 clusters Score -1.037142e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
Score: -10372276.000000 Penalty: 5430.746582
	Iteration 12Q: 3 clusters Score -1.037228e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -10372918.000000 Penalty: 5430.746582
	Iteration 13Q: 3 clusters Score -1.037292e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -10373383.000000 Penalty: 5430.746582
	Iteration 14Q: 3 clusters Score -1.037338e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -10373714.000000 Penalty: 5430.746582
	Iteration 15Q: 3 clusters Score -1.037371e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28970 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -10373910.000000 Penalty: 5430.746582
	Iteration 16Q: 3 clusters Score -1.037391e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -10374100.000000 Penalty: 5430.746582
	Iteration 17Q: 3 clusters Score -1.03741e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -10374319.000000 Penalty: 5430.746582
	Iteration 18Q: 3 clusters Score -1.037432e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -10374478.000000 Penalty: 5430.746582
	Iteration 19Q: 3 clusters Score -1.037448e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -10374738.000000 Penalty: 5430.746582
	Iteration 20F: 3 clusters Score -1.037474e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -10375069.000000 Penalty: 5430.746582
	Iteration 21Q: 3 clusters Score -1.037507e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -10375354.000000 Penalty: 5430.746582
	Iteration 22Q: 3 clusters Score -1.037535e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34832 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -10375684.000000 Penalty: 5430.746582
	Iteration 23Q: 3 clusters Score -1.037568e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -10376019.000000 Penalty: 5430.746582
	Iteration 24Q: 3 clusters Score -1.037602e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -10376350.000000 Penalty: 5430.746582
	Iteration 25Q: 3 clusters Score -1.037635e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -10376659.000000 Penalty: 5430.746582
	Iteration 26Q: 3 clusters Score -1.037666e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39091 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -10376924.000000 Penalty: 5430.746582
	Iteration 27Q: 3 clusters Score -1.037692e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -10377284.000000 Penalty: 5430.746582
	Iteration 28Q: 3 clusters Score -1.037728e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -10377571.000000 Penalty: 5430.746582
	Iteration 29Q: 3 clusters Score -1.037757e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42389 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -10377866.000000 Penalty: 5430.746582
	Iteration 30Q: 3 clusters Score -1.037787e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -10378153.000000 Penalty: 5430.746582
	Iteration 31Q: 3 clusters Score -1.037815e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -10378275.000000 Penalty: 5430.746582
	Iteration 32Q: 3 clusters Score -1.037828e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -10378334.000000 Penalty: 5430.746582
	Iteration 33Q: 3 clusters Score -1.037833e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46210 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -10378349.000000 Penalty: 5430.746582
	Iteration 34Q: 3 clusters Score -1.037835e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -10378241.000000 Penalty: 5430.746582
	Iteration 35Q: 3 clusters Score -1.037824e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47677 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -10378155.000000 Penalty: 5430.746582
	Iteration 36Q: 3 clusters Score -1.037816e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48170 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -10378069.000000 Penalty: 5430.746582
	Iteration 37Q: 3 clusters Score -1.037807e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48587 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -10377984.000000 Penalty: 5430.746582
	Iteration 38Q: 3 clusters Score -1.037798e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48891 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -10377962.000000 Penalty: 5430.746582
	Iteration 39Q: 3 clusters Score -1.037796e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49146 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -10378069.000000 Penalty: 5430.746582
	Iteration 40F: 3 clusters Score -1.037807e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49625 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -10378030.000000 Penalty: 5430.746582
	Iteration 41Q: 3 clusters Score -1.037803e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50008 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -10377967.000000 Penalty: 5430.746582
	Iteration 42Q: 3 clusters Score -1.037797e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50335 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -10377935.000000 Penalty: 5430.746582
	Iteration 43Q: 3 clusters Score -1.037794e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50580 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -10377833.000000 Penalty: 5430.746582
	Iteration 44Q: 3 clusters Score -1.037783e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50790 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -10377785.000000 Penalty: 5430.746582
	Iteration 45Q: 3 clusters Score -1.037778e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50944 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -10377709.000000 Penalty: 5430.746582
	Iteration 46Q: 3 clusters Score -1.037771e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51060 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -10377630.000000 Penalty: 5430.746582
	Iteration 47Q: 3 clusters Score -1.037763e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51170 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -10377583.000000 Penalty: 5430.746582
	Iteration 48Q: 3 clusters Score -1.037758e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51285 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -10377565.000000 Penalty: 5430.746582
	Iteration 49Q: 3 clusters Score -1.037756e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51399 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -10377528.000000 Penalty: 5430.746582
	Iteration 50Q: 3 clusters Score -1.037753e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51504 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -10377502.000000 Penalty: 5430.746582
	Iteration 51Q: 3 clusters Score -1.03775e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51593 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -10377473.000000 Penalty: 5430.746582
	Iteration 52Q: 3 clusters Score -1.037747e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51681 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -10377435.000000 Penalty: 5430.746582
	Iteration 53Q: 3 clusters Score -1.037744e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51769 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -10377419.000000 Penalty: 5430.746582
	Iteration 54Q: 3 clusters Score -1.037742e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51842 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -10377373.000000 Penalty: 5430.746582
	Iteration 55Q: 3 clusters Score -1.037737e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51906 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -10377349.000000 Penalty: 5430.746582
	Iteration 56Q: 3 clusters Score -1.037735e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51968 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -10377305.000000 Penalty: 5430.746582
	Iteration 57Q: 3 clusters Score -1.03773e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52017 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -10377298.000000 Penalty: 5430.746582
	Iteration 58Q: 3 clusters Score -1.03773e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52048 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -10377286.000000 Penalty: 5430.746582
	Iteration 59Q: 3 clusters Score -1.037729e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52079 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -10377271.000000 Penalty: 5430.746582
	Iteration 60F: 3 clusters Score -1.037727e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52100 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -10377253.000000 Penalty: 5430.746582
	Iteration 61Q: 3 clusters Score -1.037725e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52113 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -10377249.000000 Penalty: 5430.746582
	Iteration 62Q: 3 clusters Score -1.037725e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52125 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -10377242.000000 Penalty: 5430.746582
	Iteration 63Q: 3 clusters Score -1.037724e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52139 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -10377239.000000 Penalty: 5430.746582
	Iteration 64Q: 3 clusters Score -1.037724e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52156 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -10377239.000000 Penalty: 5430.746582
	Iteration 65Q: 3 clusters Score -1.037724e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52169 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -10377239.000000 Penalty: 5430.746582
	Iteration 66Q: 3 clusters Score -1.037724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52176 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -10377235.000000 Penalty: 5430.746582
	Iteration 67Q: 3 clusters Score -1.037724e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52186 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -10377230.000000 Penalty: 5430.746582
	Iteration 68Q: 3 clusters Score -1.037723e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52197 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -10377216.000000 Penalty: 5430.746582
	Iteration 69Q: 3 clusters Score -1.037722e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52206 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -10377209.000000 Penalty: 5430.746582
	Iteration 70Q: 3 clusters Score -1.037721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52209 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -10377214.000000 Penalty: 5430.746582
	Iteration 71Q: 3 clusters Score -1.037721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52211 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -10377212.000000 Penalty: 5430.746582
	Iteration 72Q: 3 clusters Score -1.037721e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52215 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -10377204.000000 Penalty: 5430.746582
	Iteration 73Q: 3 clusters Score -1.03772e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52220 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -10377205.000000 Penalty: 5430.746582
	Iteration 74Q: 3 clusters Score -1.03772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52223 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -10377206.000000 Penalty: 5430.746582
	Iteration 75Q: 3 clusters Score -1.037721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52225 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -10377202.000000 Penalty: 5430.746582
	Iteration 76Q: 3 clusters Score -1.03772e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52227 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -10377211.000000 Penalty: 5430.746582
	Iteration 77Q: 3 clusters Score -1.037721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52229 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -10377206.000000 Penalty: 5430.746582
	Iteration 78Q: 3 clusters Score -1.037721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52232 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -10377209.000000 Penalty: 5430.746582
	Iteration 79Q: 3 clusters Score -1.037721e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52236 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -10377203.000000 Penalty: 5430.746582
	Iteration 80F: 3 clusters Score -1.03772e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52245 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -10377194.000000 Penalty: 5430.746582
	Iteration 81Q: 3 clusters Score -1.037719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52249 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -10377182.000000 Penalty: 5430.746582
	Iteration 82Q: 3 clusters Score -1.037718e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52255 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -10377178.000000 Penalty: 5430.746582
	Iteration 83Q: 3 clusters Score -1.037718e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52262 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -10377173.000000 Penalty: 5430.746582
	Iteration 84Q: 3 clusters Score -1.037717e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52272 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -10377185.000000 Penalty: 5430.746582
	Iteration 85Q: 3 clusters Score -1.037718e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52279 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -10377166.000000 Penalty: 5430.746582
	Iteration 86Q: 3 clusters Score -1.037717e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52289 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -10377164.000000 Penalty: 5430.746582
	Iteration 87Q: 3 clusters Score -1.037716e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52302 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -10377159.000000 Penalty: 5430.746582
	Iteration 88Q: 3 clusters Score -1.037716e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52310 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -10377158.000000 Penalty: 5430.746582
	Iteration 89Q: 3 clusters Score -1.037716e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52316 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -10377133.000000 Penalty: 5430.746582
	Iteration 90Q: 3 clusters Score -1.037713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52323 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -10377128.000000 Penalty: 5430.746582
	Iteration 91Q: 3 clusters Score -1.037713e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52327 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -10377132.000000 Penalty: 5430.746582
	Iteration 92Q: 3 clusters Score -1.037713e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52329 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -10377125.000000 Penalty: 5430.746582
	Iteration 93Q: 3 clusters Score -1.037712e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -10377119.000000 Penalty: 5430.746582
	Iteration 94Q: 3 clusters Score -1.037712e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -10377119.000000 Penalty: 5430.746582
	Iteration 95F: 3 clusters Score -1.037712e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 55670 members 
Mstep: Class 2 contains 52331 members 
Mstep: Class 3 contains 4571 members 
Mstep: Class 5 contains 49152 members 
Mstep: Class 7 contains 53951 members 
Mstep: Class 8 contains 1034 members 
Mstep: Class 9 contains 1764 members 
Mstep: Class 10 contains 2589 members 
Mstep: Class 11 contains 80227 members 
Mstep: Class 12 contains 48832 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 66493 members 
Mstep: Class 19 contains 25685 members 
Mstep: Class 20 contains 55761 members 
Mstep: Class 21 contains 61767 members 
Mstep: Class 22 contains 56011 members 
Entering Unmasked Estep 
Score: -111116784.000000 Penalty: 56216.398438
Splitting cluster 2 changes total score from -111115472.000000 to -111116784.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 5 (49152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49152 members 
Entering Unmasked Estep 
Score: -8984590.000000 Penalty: 2679.062744
	Iteration 0F: 2 clusters Score -8984590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24516 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -8956346.000000 Penalty: 5358.125488
	Iteration 0F: 3 clusters Score -8956346 nChanged 22438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -8968673.000000 Penalty: 5358.125488
	Iteration 1F: 3 clusters Score -8968673 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -8969461.000000 Penalty: 5358.125488
	Iteration 2Q: 3 clusters Score -8969461 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -8970379.000000 Penalty: 5358.125488
	Iteration 3Q: 3 clusters Score -8970379 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -8971586.000000 Penalty: 5358.125488
	Iteration 4Q: 3 clusters Score -8971586 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -8973207.000000 Penalty: 5358.125488
	Iteration 5F: 3 clusters Score -8973207 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 31891 members 
Entering Unmasked Estep 
Score: -8975668.000000 Penalty: 5358.125488
	Iteration 6F: 3 clusters Score -8975668 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -8978778.000000 Penalty: 5358.125488
	Iteration 7F: 3 clusters Score -8978778 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 36312 members 
Entering Unmasked Estep 
Score: -8981575.000000 Penalty: 5358.125488
	Iteration 8F: 3 clusters Score -8981575 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -8983145.000000 Penalty: 5358.125488
	Iteration 9Q: 3 clusters Score -8983145 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -8983830.000000 Penalty: 5358.125488
	Iteration 10Q: 3 clusters Score -8983830 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 39407 members 
Entering Unmasked Estep 
Score: -8984262.000000 Penalty: 5358.125488
	Iteration 11Q: 3 clusters Score -8984262 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -8984584.000000 Penalty: 5358.125488
	Iteration 12Q: 3 clusters Score -8984584 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 40757 members 
Entering Unmasked Estep 
Score: -8984789.000000 Penalty: 5358.125488
	Iteration 13Q: 3 clusters Score -8984789 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -8984970.000000 Penalty: 5358.125488
	Iteration 14Q: 3 clusters Score -8984970 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 42049 members 
Entering Unmasked Estep 
Score: -8985068.000000 Penalty: 5358.125488
	Iteration 15Q: 3 clusters Score -8985068 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 42848 members 
Entering Unmasked Estep 
Score: -8985084.000000 Penalty: 5358.125488
	Iteration 16Q: 3 clusters Score -8985084 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 43664 members 
Entering Unmasked Estep 
Score: -8985005.000000 Penalty: 5358.125488
	Iteration 17Q: 3 clusters Score -8985005 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 44454 members 
Entering Unmasked Estep 
Score: -8984861.000000 Penalty: 5358.125488
	Iteration 18Q: 3 clusters Score -8984861 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 45217 members 
Entering Unmasked Estep 
Score: -8984573.000000 Penalty: 5358.125488
	Iteration 19Q: 3 clusters Score -8984573 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 45922 members 
Entering Unmasked Estep 
Score: -8984348.000000 Penalty: 5358.125488
	Iteration 20F: 3 clusters Score -8984348 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 46495 members 
Entering Unmasked Estep 
Score: -8984124.000000 Penalty: 5358.125488
	Iteration 21Q: 3 clusters Score -8984124 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 46939 members 
Entering Unmasked Estep 
Score: -8983961.000000 Penalty: 5358.125488
	Iteration 22Q: 3 clusters Score -8983961 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 47274 members 
Entering Unmasked Estep 
Score: -8983786.000000 Penalty: 5358.125488
	Iteration 23Q: 3 clusters Score -8983786 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 47554 members 
Entering Unmasked Estep 
Score: -8983611.000000 Penalty: 5358.125488
	Iteration 24Q: 3 clusters Score -8983611 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 47741 members 
Entering Unmasked Estep 
Score: -8983542.000000 Penalty: 5358.125488
	Iteration 25Q: 3 clusters Score -8983542 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 47885 members 
Entering Unmasked Estep 
Score: -8983465.000000 Penalty: 5358.125488
	Iteration 26Q: 3 clusters Score -8983465 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 47992 members 
Entering Unmasked Estep 
Score: -8983395.000000 Penalty: 5358.125488
	Iteration 27Q: 3 clusters Score -8983395 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 48067 members 
Entering Unmasked Estep 
Score: -8983354.000000 Penalty: 5358.125488
	Iteration 28Q: 3 clusters Score -8983354 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 48136 members 
Entering Unmasked Estep 
Score: -8983332.000000 Penalty: 5358.125488
	Iteration 29Q: 3 clusters Score -8983332 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 48199 members 
Entering Unmasked Estep 
Score: -8983280.000000 Penalty: 5358.125488
	Iteration 30Q: 3 clusters Score -8983280 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 48244 members 
Entering Unmasked Estep 
Score: -8983235.000000 Penalty: 5358.125488
	Iteration 31Q: 3 clusters Score -8983235 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 48281 members 
Entering Unmasked Estep 
Score: -8983217.000000 Penalty: 5358.125488
	Iteration 32Q: 3 clusters Score -8983217 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 48305 members 
Entering Unmasked Estep 
Score: -8983201.000000 Penalty: 5358.125488
	Iteration 33Q: 3 clusters Score -8983201 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 48323 members 
Entering Unmasked Estep 
Score: -8983197.000000 Penalty: 5358.125488
	Iteration 34Q: 3 clusters Score -8983197 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 48339 members 
Entering Unmasked Estep 
Score: -8983192.000000 Penalty: 5358.125488
	Iteration 35Q: 3 clusters Score -8983192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 48352 members 
Entering Unmasked Estep 
Score: -8983175.000000 Penalty: 5358.125488
	Iteration 36Q: 3 clusters Score -8983175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 48365 members 
Entering Unmasked Estep 
Score: -8983170.000000 Penalty: 5358.125488
	Iteration 37Q: 3 clusters Score -8983170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 48371 members 
Entering Unmasked Estep 
Score: -8983156.000000 Penalty: 5358.125488
	Iteration 38Q: 3 clusters Score -8983156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 48378 members 
Entering Unmasked Estep 
Score: -8983150.000000 Penalty: 5358.125488
	Iteration 39Q: 3 clusters Score -8983150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 48381 members 
Entering Unmasked Estep 
Score: -8983148.000000 Penalty: 5358.125488
	Iteration 40F: 3 clusters Score -8983148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 48385 members 
Entering Unmasked Estep 
Score: -8983144.000000 Penalty: 5358.125488
	Iteration 41Q: 3 clusters Score -8983144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 48386 members 
Entering Unmasked Estep 
Score: -8983149.000000 Penalty: 5358.125488
	Iteration 42Q: 3 clusters Score -8983149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 48388 members 
Entering Unmasked Estep 
Score: -8983140.000000 Penalty: 5358.125488
	Iteration 43Q: 3 clusters Score -8983140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 48390 members 
Entering Unmasked Estep 
Score: -8983141.000000 Penalty: 5358.125488
	Iteration 44Q: 3 clusters Score -8983141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 48394 members 
Entering Unmasked Estep 
Score: -8983142.000000 Penalty: 5358.125488
	Iteration 45Q: 3 clusters Score -8983142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 48395 members 
Entering Unmasked Estep 
Score: -8983136.000000 Penalty: 5358.125488
	Iteration 46Q: 3 clusters Score -8983136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 48395 members 
Entering Unmasked Estep 
Score: -8983136.000000 Penalty: 5358.125488
	Iteration 47F: 3 clusters Score -8983136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (53951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53951 members 
Entering Unmasked Estep 
Score: -9852255.000000 Penalty: 2702.166016
	Iteration 0F: 2 clusters Score -9852255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -9822433.000000 Penalty: 5404.332031
	Iteration 0F: 3 clusters Score -9822433 nChanged 24957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25894 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -9836408.000000 Penalty: 5404.332031
	Iteration 1F: 3 clusters Score -9836408 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 28698 members 
Entering Unmasked Estep 
Score: -9837302.000000 Penalty: 5404.332031
	Iteration 2Q: 3 clusters Score -9837302 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -9838533.000000 Penalty: 5404.332031
	Iteration 3Q: 3 clusters Score -9838533 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -9840248.000000 Penalty: 5404.332031
	Iteration 4F: 3 clusters Score -9840248 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -9842510.000000 Penalty: 5404.332031
	Iteration 5F: 3 clusters Score -9842510 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 35812 members 
Entering Unmasked Estep 
Score: -9845568.000000 Penalty: 5404.332031
	Iteration 6F: 3 clusters Score -9845568 nChanged 3941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -9848983.000000 Penalty: 5404.332031
	Iteration 7F: 3 clusters Score -9848983 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -9851793.000000 Penalty: 5404.332031
	Iteration 8F: 3 clusters Score -9851793 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -9853348.000000 Penalty: 5404.332031
	Iteration 9Q: 3 clusters Score -9853348 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -9854000.000000 Penalty: 5404.332031
	Iteration 10Q: 3 clusters Score -9854000 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 44874 members 
Entering Unmasked Estep 
Score: -9854160.000000 Penalty: 5404.332031
	Iteration 11Q: 3 clusters Score -9854160 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 45842 members 
Entering Unmasked Estep 
Score: -9854237.000000 Penalty: 5404.332031
	Iteration 12Q: 3 clusters Score -9854237 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 46673 members 
Entering Unmasked Estep 
Score: -9854084.000000 Penalty: 5404.332031
	Iteration 13Q: 3 clusters Score -9854084 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 47429 members 
Entering Unmasked Estep 
Score: -9853934.000000 Penalty: 5404.332031
	Iteration 14Q: 3 clusters Score -9853934 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 48106 members 
Entering Unmasked Estep 
Score: -9853698.000000 Penalty: 5404.332031
	Iteration 15Q: 3 clusters Score -9853698 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 48680 members 
Entering Unmasked Estep 
Score: -9853477.000000 Penalty: 5404.332031
	Iteration 16Q: 3 clusters Score -9853477 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 49157 members 
Entering Unmasked Estep 
Score: -9853226.000000 Penalty: 5404.332031
	Iteration 17Q: 3 clusters Score -9853226 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 49536 members 
Entering Unmasked Estep 
Score: -9853050.000000 Penalty: 5404.332031
	Iteration 18Q: 3 clusters Score -9853050 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 49870 members 
Entering Unmasked Estep 
Score: -9852913.000000 Penalty: 5404.332031
	Iteration 19Q: 3 clusters Score -9852913 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 50150 members 
Entering Unmasked Estep 
Score: -9852718.000000 Penalty: 5404.332031
	Iteration 20F: 3 clusters Score -9852718 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 50425 members 
Entering Unmasked Estep 
Score: -9852550.000000 Penalty: 5404.332031
	Iteration 21Q: 3 clusters Score -9852550 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 50654 members 
Entering Unmasked Estep 
Score: -9852450.000000 Penalty: 5404.332031
	Iteration 22Q: 3 clusters Score -9852450 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 50843 members 
Entering Unmasked Estep 
Score: -9852329.000000 Penalty: 5404.332031
	Iteration 23Q: 3 clusters Score -9852329 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 50993 members 
Entering Unmasked Estep 
Score: -9852215.000000 Penalty: 5404.332031
	Iteration 24Q: 3 clusters Score -9852215 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 51117 members 
Entering Unmasked Estep 
Score: -9852154.000000 Penalty: 5404.332031
	Iteration 25Q: 3 clusters Score -9852154 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 51248 members 
Entering Unmasked Estep 
Score: -9852072.000000 Penalty: 5404.332031
	Iteration 26Q: 3 clusters Score -9852072 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 51348 members 
Entering Unmasked Estep 
Score: -9851996.000000 Penalty: 5404.332031
	Iteration 27Q: 3 clusters Score -9851996 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 51423 members 
Entering Unmasked Estep 
Score: -9851931.000000 Penalty: 5404.332031
	Iteration 28Q: 3 clusters Score -9851931 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 51494 members 
Entering Unmasked Estep 
Score: -9851894.000000 Penalty: 5404.332031
	Iteration 29Q: 3 clusters Score -9851894 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 51547 members 
Entering Unmasked Estep 
Score: -9851869.000000 Penalty: 5404.332031
	Iteration 30Q: 3 clusters Score -9851869 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 51592 members 
Entering Unmasked Estep 
Score: -9851851.000000 Penalty: 5404.332031
	Iteration 31Q: 3 clusters Score -9851851 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 51632 members 
Entering Unmasked Estep 
Score: -9851798.000000 Penalty: 5404.332031
	Iteration 32Q: 3 clusters Score -9851798 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 51664 members 
Entering Unmasked Estep 
Score: -9851813.000000 Penalty: 5404.332031
	Iteration 33Q: 3 clusters Score -9851813 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 51697 members 
Entering Unmasked Estep 
Score: -9851782.000000 Penalty: 5404.332031
	Iteration 34Q: 3 clusters Score -9851782 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 51734 members 
Entering Unmasked Estep 
Score: -9851786.000000 Penalty: 5404.332031
	Iteration 35Q: 3 clusters Score -9851786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 51760 members 
Entering Unmasked Estep 
Score: -9851769.000000 Penalty: 5404.332031
	Iteration 36Q: 3 clusters Score -9851769 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 51778 members 
Entering Unmasked Estep 
Score: -9851756.000000 Penalty: 5404.332031
	Iteration 37Q: 3 clusters Score -9851756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 51795 members 
Entering Unmasked Estep 
Score: -9851731.000000 Penalty: 5404.332031
	Iteration 38Q: 3 clusters Score -9851731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 51813 members 
Entering Unmasked Estep 
Score: -9851716.000000 Penalty: 5404.332031
	Iteration 39Q: 3 clusters Score -9851716 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 51826 members 
Entering Unmasked Estep 
Score: -9851705.000000 Penalty: 5404.332031
	Iteration 40F: 3 clusters Score -9851705 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 51837 members 
Entering Unmasked Estep 
Score: -9851690.000000 Penalty: 5404.332031
	Iteration 41Q: 3 clusters Score -9851690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 51848 members 
Entering Unmasked Estep 
Score: -9851696.000000 Penalty: 5404.332031
	Iteration 42Q: 3 clusters Score -9851696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 51861 members 
Entering Unmasked Estep 
Score: -9851671.000000 Penalty: 5404.332031
	Iteration 43Q: 3 clusters Score -9851671 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 51871 members 
Entering Unmasked Estep 
Score: -9851651.000000 Penalty: 5404.332031
	Iteration 44Q: 3 clusters Score -9851651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 51878 members 
Entering Unmasked Estep 
Score: -9851648.000000 Penalty: 5404.332031
	Iteration 45Q: 3 clusters Score -9851648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 51888 members 
Entering Unmasked Estep 
Score: -9851648.000000 Penalty: 5404.332031
	Iteration 46Q: 3 clusters Score -9851648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 51900 members 
Entering Unmasked Estep 
Score: -9851643.000000 Penalty: 5404.332031
	Iteration 47Q: 3 clusters Score -9851643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 51913 members 
Entering Unmasked Estep 
Score: -9851644.000000 Penalty: 5404.332031
	Iteration 48Q: 3 clusters Score -9851644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 51929 members 
Entering Unmasked Estep 
Score: -9851647.000000 Penalty: 5404.332031
	Iteration 49Q: 3 clusters Score -9851647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 51940 members 
Entering Unmasked Estep 
Score: -9851638.000000 Penalty: 5404.332031
	Iteration 50Q: 3 clusters Score -9851638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 51952 members 
Entering Unmasked Estep 
Score: -9851644.000000 Penalty: 5404.332031
	Iteration 51Q: 3 clusters Score -9851644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 51960 members 
Entering Unmasked Estep 
Score: -9851640.000000 Penalty: 5404.332031
	Iteration 52Q: 3 clusters Score -9851640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 51970 members 
Entering Unmasked Estep 
Score: -9851637.000000 Penalty: 5404.332031
	Iteration 53Q: 3 clusters Score -9851637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 51980 members 
Entering Unmasked Estep 
Score: -9851636.000000 Penalty: 5404.332031
	Iteration 54Q: 3 clusters Score -9851636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 51990 members 
Entering Unmasked Estep 
Score: -9851634.000000 Penalty: 5404.332031
	Iteration 55Q: 3 clusters Score -9851634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 52000 members 
Entering Unmasked Estep 
Score: -9851638.000000 Penalty: 5404.332031
	Iteration 56Q: 3 clusters Score -9851638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 52010 members 
Entering Unmasked Estep 
Score: -9851631.000000 Penalty: 5404.332031
	Iteration 57Q: 3 clusters Score -9851631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 52019 members 
Entering Unmasked Estep 
Score: -9851622.000000 Penalty: 5404.332031
	Iteration 58Q: 3 clusters Score -9851622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 52023 members 
Entering Unmasked Estep 
Score: -9851625.000000 Penalty: 5404.332031
	Iteration 59Q: 3 clusters Score -9851625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 52027 members 
Entering Unmasked Estep 
Score: -9851614.000000 Penalty: 5404.332031
	Iteration 60F: 3 clusters Score -9851614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 52028 members 
Entering Unmasked Estep 
Score: -9851617.000000 Penalty: 5404.332031
	Iteration 61Q: 3 clusters Score -9851617 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 52028 members 
Entering Unmasked Estep 
Score: -9851617.000000 Penalty: 5404.332031
	Iteration 62F: 3 clusters Score -9851617 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Entering Unmasked Estep 
Score: -99649.937500 Penalty: 1721.415161
	Iteration 0F: 2 clusters Score -99649.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -98566.765625 Penalty: 3442.830322
	Iteration 0F: 3 clusters Score -98566.77 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -102009.062500 Penalty: 3442.830322
	Iteration 1F: 3 clusters Score -102009.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -104542.812500 Penalty: 3442.830322
	Iteration 2F: 3 clusters Score -104542.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -104845.976562 Penalty: 3442.830322
	Iteration 3Q: 3 clusters Score -104846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -104941.812500 Penalty: 3442.830322
	Iteration 4Q: 3 clusters Score -104941.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -104987.390625 Penalty: 3442.830322
	Iteration 5Q: 3 clusters Score -104987.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -105015.437500 Penalty: 3442.830322
	Iteration 6Q: 3 clusters Score -105015.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -105024.984375 Penalty: 3442.830322
	Iteration 7Q: 3 clusters Score -105025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -105029.812500 Penalty: 3442.830322
	Iteration 8Q: 3 clusters Score -105029.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -105029.812500 Penalty: 3442.830322
	Iteration 9F: 3 clusters Score -105029.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 55670 members 
Mstep: Class 2 contains 52331 members 
Mstep: Class 3 contains 4571 members 
Mstep: Class 4 contains 361 members 
Mstep: Class 5 contains 49152 members 
Mstep: Class 7 contains 53951 members 
Mstep: Class 8 contains 673 members 
Mstep: Class 9 contains 1764 members 
Mstep: Class 10 contains 2589 members 
Mstep: Class 11 contains 80227 members 
Mstep: Class 12 contains 48832 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 66493 members 
Mstep: Class 19 contains 25685 members 
Mstep: Class 20 contains 55761 members 
Mstep: Class 21 contains 61767 members 
Mstep: Class 22 contains 56011 members 
Entering Unmasked Estep 
Score: -111120536.000000 Penalty: 59523.246094
Splitting cluster 8 changes total score from -111115472.000000 to -111120536.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 9 (1764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Entering Unmasked Estep 
Score: -247195.468750 Penalty: 1853.884155
	Iteration 0F: 2 clusters Score -247195.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -245015.031250 Penalty: 3707.768311
	Iteration 0F: 3 clusters Score -245015 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -246664.265625 Penalty: 3707.768311
	Iteration 1F: 3 clusters Score -246664.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -248067.359375 Penalty: 3707.768311
	Iteration 2F: 3 clusters Score -248067.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -248706.109375 Penalty: 3707.768311
	Iteration 3F: 3 clusters Score -248706.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -249009.421875 Penalty: 3707.768311
	Iteration 4Q: 3 clusters Score -249009.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -249266.250000 Penalty: 3707.768311
	Iteration 5Q: 3 clusters Score -249266.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -249430.406250 Penalty: 3707.768311
	Iteration 6Q: 3 clusters Score -249430.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -249545.406250 Penalty: 3707.768311
	Iteration 7Q: 3 clusters Score -249545.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -249605.937500 Penalty: 3707.768311
	Iteration 8Q: 3 clusters Score -249605.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -249639.625000 Penalty: 3707.768311
	Iteration 9Q: 3 clusters Score -249639.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -249657.781250 Penalty: 3707.768311
	Iteration 10Q: 3 clusters Score -249657.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -249671.656250 Penalty: 3707.768311
	Iteration 11Q: 3 clusters Score -249671.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -249695.796875 Penalty: 3707.768311
	Iteration 12Q: 3 clusters Score -249695.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -249710.281250 Penalty: 3707.768311
	Iteration 13Q: 3 clusters Score -249710.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -249715.500000 Penalty: 3707.768311
	Iteration 14Q: 3 clusters Score -249715.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -249720.671875 Penalty: 3707.768311
	Iteration 15Q: 3 clusters Score -249720.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -249730.406250 Penalty: 3707.768311
	Iteration 16Q: 3 clusters Score -249730.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -249736.203125 Penalty: 3707.768311
	Iteration 17Q: 3 clusters Score -249736.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -249742.890625 Penalty: 3707.768311
	Iteration 18Q: 3 clusters Score -249742.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -249749.187500 Penalty: 3707.768311
	Iteration 19Q: 3 clusters Score -249749.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -249780.156250 Penalty: 3707.768311
	Iteration 20F: 3 clusters Score -249780.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -249793.687500 Penalty: 3707.768311
	Iteration 21Q: 3 clusters Score -249793.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -249805.703125 Penalty: 3707.768311
	Iteration 22Q: 3 clusters Score -249805.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -249810.968750 Penalty: 3707.768311
	Iteration 23Q: 3 clusters Score -249811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -249813.890625 Penalty: 3707.768311
	Iteration 24Q: 3 clusters Score -249813.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -249816.703125 Penalty: 3707.768311
	Iteration 25Q: 3 clusters Score -249816.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -249823.218750 Penalty: 3707.768311
	Iteration 26Q: 3 clusters Score -249823.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -249827.500000 Penalty: 3707.768311
	Iteration 27Q: 3 clusters Score -249827.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -249829.828125 Penalty: 3707.768311
	Iteration 28Q: 3 clusters Score -249829.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -249832.828125 Penalty: 3707.768311
	Iteration 29Q: 3 clusters Score -249832.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -249834.109375 Penalty: 3707.768311
	Iteration 30Q: 3 clusters Score -249834.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -249836.375000 Penalty: 3707.768311
	Iteration 31Q: 3 clusters Score -249836.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -249841.531250 Penalty: 3707.768311
	Iteration 32Q: 3 clusters Score -249841.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -249843.203125 Penalty: 3707.768311
	Iteration 33Q: 3 clusters Score -249843.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -249844.515625 Penalty: 3707.768311
	Iteration 34Q: 3 clusters Score -249844.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -249845.484375 Penalty: 3707.768311
	Iteration 35Q: 3 clusters Score -249845.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -249845.484375 Penalty: 3707.768311
	Iteration 36F: 3 clusters Score -249845.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 55670 members 
Mstep: Class 2 contains 52331 members 
Mstep: Class 3 contains 4571 members 
Mstep: Class 4 contains 361 members 
Mstep: Class 5 contains 49152 members 
Mstep: Class 6 contains 904 members 
Mstep: Class 7 contains 53951 members 
Mstep: Class 8 contains 673 members 
Mstep: Class 9 contains 860 members 
Mstep: Class 10 contains 2589 members 
Mstep: Class 11 contains 80227 members 
Mstep: Class 12 contains 48832 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 66493 members 
Mstep: Class 19 contains 25685 members 
Mstep: Class 20 contains 55761 members 
Mstep: Class 21 contains 61767 members 
Mstep: Class 22 contains 56011 members 
Entering Unmasked Estep 
Score: -111121656.000000 Penalty: 62830.093750
Splitting cluster 9 changes total score from -111115472.000000 to -111121656.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 10 (2589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Entering Unmasked Estep 
Score: -431873.812500 Penalty: 1949.038696
	Iteration 0F: 2 clusters Score -431873.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -428865.093750 Penalty: 3898.077393
	Iteration 0F: 3 clusters Score -428865.1 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -429618.968750 Penalty: 3898.077393
	Iteration 1F: 3 clusters Score -429619 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -429981.156250 Penalty: 3898.077393
	Iteration 2F: 3 clusters Score -429981.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -430242.281250 Penalty: 3898.077393
	Iteration 3F: 3 clusters Score -430242.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -430496.937500 Penalty: 3898.077393
	Iteration 4F: 3 clusters Score -430496.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -430795.093750 Penalty: 3898.077393
	Iteration 5F: 3 clusters Score -430795.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -431101.656250 Penalty: 3898.077393
	Iteration 6F: 3 clusters Score -431101.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -431412.187500 Penalty: 3898.077393
	Iteration 7Q: 3 clusters Score -431412.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -431633.218750 Penalty: 3898.077393
	Iteration 8F: 3 clusters Score -431633.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -431749.375000 Penalty: 3898.077393
	Iteration 9Q: 3 clusters Score -431749.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -431824.125000 Penalty: 3898.077393
	Iteration 10Q: 3 clusters Score -431824.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -431874.906250 Penalty: 3898.077393
	Iteration 11Q: 3 clusters Score -431874.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -431944.000000 Penalty: 3898.077393
	Iteration 12Q: 3 clusters Score -431944 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -431988.593750 Penalty: 3898.077393
	Iteration 13Q: 3 clusters Score -431988.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -432012.031250 Penalty: 3898.077393
	Iteration 14Q: 3 clusters Score -432012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -432027.750000 Penalty: 3898.077393
	Iteration 15Q: 3 clusters Score -432027.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -432035.781250 Penalty: 3898.077393
	Iteration 16Q: 3 clusters Score -432035.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -432039.468750 Penalty: 3898.077393
	Iteration 17Q: 3 clusters Score -432039.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -432042.968750 Penalty: 3898.077393
	Iteration 18Q: 3 clusters Score -432043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -432047.281250 Penalty: 3898.077393
	Iteration 19Q: 3 clusters Score -432047.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -432050.343750 Penalty: 3898.077393
	Iteration 20F: 3 clusters Score -432050.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -432053.156250 Penalty: 3898.077393
	Iteration 21Q: 3 clusters Score -432053.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -432057.156250 Penalty: 3898.077393
	Iteration 22Q: 3 clusters Score -432057.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -432061.031250 Penalty: 3898.077393
	Iteration 23Q: 3 clusters Score -432061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -432063.906250 Penalty: 3898.077393
	Iteration 24Q: 3 clusters Score -432063.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -432066.687500 Penalty: 3898.077393
	Iteration 25Q: 3 clusters Score -432066.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -432068.968750 Penalty: 3898.077393
	Iteration 26Q: 3 clusters Score -432069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -432070.031250 Penalty: 3898.077393
	Iteration 27Q: 3 clusters Score -432070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -432071.718750 Penalty: 3898.077393
	Iteration 28Q: 3 clusters Score -432071.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -432073.656250 Penalty: 3898.077393
	Iteration 29Q: 3 clusters Score -432073.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -432073.656250 Penalty: 3898.077393
	Iteration 30F: 3 clusters Score -432073.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 55670 members 
Mstep: Class 2 contains 52331 members 
Mstep: Class 3 contains 4571 members 
Mstep: Class 4 contains 361 members 
Mstep: Class 5 contains 49152 members 
Mstep: Class 6 contains 904 members 
Mstep: Class 7 contains 53951 members 
Mstep: Class 8 contains 673 members 
Mstep: Class 9 contains 860 members 
Mstep: Class 10 contains 971 members 
Mstep: Class 11 contains 80227 members 
Mstep: Class 12 contains 48832 members 
Mstep: Class 13 contains 1618 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 66493 members 
Mstep: Class 19 contains 25685 members 
Mstep: Class 20 contains 55761 members 
Mstep: Class 21 contains 61767 members 
Mstep: Class 22 contains 56011 members 
Entering Unmasked Estep 
Score: -111120424.000000 Penalty: 66136.937500
Splitting cluster 10 changes total score from -111115472.000000 to -111120424.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 11 (80227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80227 members 
Entering Unmasked Estep 
Score: -14512048.000000 Penalty: 2800.568604
	Iteration 0F: 2 clusters Score -1.451205e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40216 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -14477176.000000 Penalty: 5601.137207
	Iteration 0F: 3 clusters Score -1.447718e+07 nChanged 37667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41385 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -14498033.000000 Penalty: 5601.137207
	Iteration 1F: 3 clusters Score -1.449803e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 38021 members 
Entering Unmasked Estep 
Score: -14498838.000000 Penalty: 5601.137207
	Iteration 2Q: 3 clusters Score -1.449884e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -14499832.000000 Penalty: 5601.137207
	Iteration 3Q: 3 clusters Score -1.449983e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
Score: -14501451.000000 Penalty: 5601.137207
	Iteration 4Q: 3 clusters Score -1.450145e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46920 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -14503979.000000 Penalty: 5601.137207
	Iteration 5F: 3 clusters Score -1.450398e+07 nChanged 5416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48360 members 
Mstep: Class 2 contains 31867 members 
Entering Unmasked Estep 
Score: -14507638.000000 Penalty: 5601.137207
	Iteration 6F: 3 clusters Score -1.450764e+07 nChanged 6085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48933 members 
Mstep: Class 2 contains 31294 members 
Entering Unmasked Estep 
Score: -14511555.000000 Penalty: 5601.137207
	Iteration 7F: 3 clusters Score -1.451156e+07 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48790 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -14514594.000000 Penalty: 5601.137207
	Iteration 8F: 3 clusters Score -1.451459e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48410 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -14515935.000000 Penalty: 5601.137207
	Iteration 9F: 3 clusters Score -1.451594e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48047 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -14516306.000000 Penalty: 5601.137207
	Iteration 10Q: 3 clusters Score -1.451631e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47699 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -14516510.000000 Penalty: 5601.137207
	Iteration 11Q: 3 clusters Score -1.451651e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47345 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -14516546.000000 Penalty: 5601.137207
	Iteration 12Q: 3 clusters Score -1.451655e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47049 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -14516655.000000 Penalty: 5601.137207
	Iteration 13Q: 3 clusters Score -1.451666e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46763 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -14516663.000000 Penalty: 5601.137207
	Iteration 14Q: 3 clusters Score -1.451666e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -14516722.000000 Penalty: 5601.137207
	Iteration 15Q: 3 clusters Score -1.451672e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46403 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -14516799.000000 Penalty: 5601.137207
	Iteration 16Q: 3 clusters Score -1.45168e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46256 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -14516812.000000 Penalty: 5601.137207
	Iteration 17Q: 3 clusters Score -1.451681e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46091 members 
Mstep: Class 2 contains 34136 members 
Entering Unmasked Estep 
Score: -14516905.000000 Penalty: 5601.137207
	Iteration 18Q: 3 clusters Score -1.45169e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45960 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
Score: -14516949.000000 Penalty: 5601.137207
	Iteration 19Q: 3 clusters Score -1.451695e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45860 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -14516953.000000 Penalty: 5601.137207
	Iteration 20F: 3 clusters Score -1.451695e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45780 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -14517039.000000 Penalty: 5601.137207
	Iteration 21Q: 3 clusters Score -1.451704e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45728 members 
Mstep: Class 2 contains 34499 members 
Entering Unmasked Estep 
Score: -14517073.000000 Penalty: 5601.137207
	Iteration 22Q: 3 clusters Score -1.451707e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45677 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -14517112.000000 Penalty: 5601.137207
	Iteration 23Q: 3 clusters Score -1.451711e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45657 members 
Mstep: Class 2 contains 34570 members 
Entering Unmasked Estep 
Score: -14517160.000000 Penalty: 5601.137207
	Iteration 24Q: 3 clusters Score -1.451716e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45634 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -14517196.000000 Penalty: 5601.137207
	Iteration 25Q: 3 clusters Score -1.45172e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -14517247.000000 Penalty: 5601.137207
	Iteration 26Q: 3 clusters Score -1.451725e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45643 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -14517264.000000 Penalty: 5601.137207
	Iteration 27Q: 3 clusters Score -1.451726e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45616 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -14517314.000000 Penalty: 5601.137207
	Iteration 28Q: 3 clusters Score -1.451731e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45587 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -14517322.000000 Penalty: 5601.137207
	Iteration 29Q: 3 clusters Score -1.451732e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45569 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -14517315.000000 Penalty: 5601.137207
	Iteration 30Q: 3 clusters Score -1.451732e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -14517306.000000 Penalty: 5601.137207
	Iteration 31Q: 3 clusters Score -1.451731e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45538 members 
Mstep: Class 2 contains 34689 members 
Entering Unmasked Estep 
Score: -14517290.000000 Penalty: 5601.137207
	Iteration 32Q: 3 clusters Score -1.451729e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 34713 members 
Entering Unmasked Estep 
Score: -14517308.000000 Penalty: 5601.137207
	Iteration 33Q: 3 clusters Score -1.451731e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45509 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -14517309.000000 Penalty: 5601.137207
	Iteration 34Q: 3 clusters Score -1.451731e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45507 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -14517323.000000 Penalty: 5601.137207
	Iteration 35Q: 3 clusters Score -1.451732e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -14517330.000000 Penalty: 5601.137207
	Iteration 36Q: 3 clusters Score -1.451733e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -14517339.000000 Penalty: 5601.137207
	Iteration 37Q: 3 clusters Score -1.451734e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -14517346.000000 Penalty: 5601.137207
	Iteration 38Q: 3 clusters Score -1.451735e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -14517364.000000 Penalty: 5601.137207
	Iteration 39Q: 3 clusters Score -1.451736e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45508 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -14517369.000000 Penalty: 5601.137207
	Iteration 40F: 3 clusters Score -1.451737e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45491 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -14517352.000000 Penalty: 5601.137207
	Iteration 41Q: 3 clusters Score -1.451735e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -14517394.000000 Penalty: 5601.137207
	Iteration 42Q: 3 clusters Score -1.451739e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -14517403.000000 Penalty: 5601.137207
	Iteration 43Q: 3 clusters Score -1.45174e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -14517398.000000 Penalty: 5601.137207
	Iteration 44Q: 3 clusters Score -1.45174e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -14517398.000000 Penalty: 5601.137207
	Iteration 45Q: 3 clusters Score -1.45174e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -14517419.000000 Penalty: 5601.137207
	Iteration 46Q: 3 clusters Score -1.451742e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45491 members 
Mstep: Class 2 contains 34736 members 
Entering Unmasked Estep 
Score: -14517422.000000 Penalty: 5601.137207
	Iteration 47Q: 3 clusters Score -1.451742e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -14517414.000000 Penalty: 5601.137207
	Iteration 48Q: 3 clusters Score -1.451741e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45488 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -14517413.000000 Penalty: 5601.137207
	Iteration 49Q: 3 clusters Score -1.451741e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45490 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -14517419.000000 Penalty: 5601.137207
	Iteration 50Q: 3 clusters Score -1.451742e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -14517402.000000 Penalty: 5601.137207
	Iteration 51Q: 3 clusters Score -1.45174e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -14517392.000000 Penalty: 5601.137207
	Iteration 52Q: 3 clusters Score -1.451739e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -14517391.000000 Penalty: 5601.137207
	Iteration 53Q: 3 clusters Score -1.451739e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -14517399.000000 Penalty: 5601.137207
	Iteration 54Q: 3 clusters Score -1.45174e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -14517368.000000 Penalty: 5601.137207
	Iteration 55Q: 3 clusters Score -1.451737e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -14517353.000000 Penalty: 5601.137207
	Iteration 56Q: 3 clusters Score -1.451735e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -14517361.000000 Penalty: 5601.137207
	Iteration 57Q: 3 clusters Score -1.451736e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -14517339.000000 Penalty: 5601.137207
	Iteration 58Q: 3 clusters Score -1.451734e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45458 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -14517356.000000 Penalty: 5601.137207
	Iteration 59Q: 3 clusters Score -1.451736e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -14517377.000000 Penalty: 5601.137207
	Iteration 60F: 3 clusters Score -1.451738e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45452 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -14517376.000000 Penalty: 5601.137207
	Iteration 61Q: 3 clusters Score -1.451738e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45465 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -14517384.000000 Penalty: 5601.137207
	Iteration 62Q: 3 clusters Score -1.451738e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -14517380.000000 Penalty: 5601.137207
	Iteration 63Q: 3 clusters Score -1.451738e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -14517384.000000 Penalty: 5601.137207
	Iteration 64Q: 3 clusters Score -1.451738e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45483 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -14517349.000000 Penalty: 5601.137207
	Iteration 65Q: 3 clusters Score -1.451735e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -14517350.000000 Penalty: 5601.137207
	Iteration 66Q: 3 clusters Score -1.451735e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -14517351.000000 Penalty: 5601.137207
	Iteration 67Q: 3 clusters Score -1.451735e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45478 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -14517363.000000 Penalty: 5601.137207
	Iteration 68Q: 3 clusters Score -1.451736e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45465 members 
Mstep: Class 2 contains 34762 members 
Entering Unmasked Estep 
Score: -14517365.000000 Penalty: 5601.137207
	Iteration 69Q: 3 clusters Score -1.451736e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -14517379.000000 Penalty: 5601.137207
	Iteration 70Q: 3 clusters Score -1.451738e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45449 members 
Mstep: Class 2 contains 34778 members 
Entering Unmasked Estep 
Score: -14517378.000000 Penalty: 5601.137207
	Iteration 71Q: 3 clusters Score -1.451738e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45446 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -14517396.000000 Penalty: 5601.137207
	Iteration 72Q: 3 clusters Score -1.45174e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -14517397.000000 Penalty: 5601.137207
	Iteration 73Q: 3 clusters Score -1.45174e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -14517390.000000 Penalty: 5601.137207
	Iteration 74Q: 3 clusters Score -1.451739e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45443 members 
Mstep: Class 2 contains 34784 members 
Entering Unmasked Estep 
Score: -14517405.000000 Penalty: 5601.137207
	Iteration 75Q: 3 clusters Score -1.45174e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45451 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -14517421.000000 Penalty: 5601.137207
	Iteration 76Q: 3 clusters Score -1.451742e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45451 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -14517426.000000 Penalty: 5601.137207
	Iteration 77Q: 3 clusters Score -1.451743e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45455 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -14517407.000000 Penalty: 5601.137207
	Iteration 78Q: 3 clusters Score -1.451741e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45460 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -14517404.000000 Penalty: 5601.137207
	Iteration 79Q: 3 clusters Score -1.45174e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45469 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -14517395.000000 Penalty: 5601.137207
	Iteration 80F: 3 clusters Score -1.45174e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45478 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -14517394.000000 Penalty: 5601.137207
	Iteration 81Q: 3 clusters Score -1.451739e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -14517379.000000 Penalty: 5601.137207
	Iteration 82Q: 3 clusters Score -1.451738e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45494 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -14517392.000000 Penalty: 5601.137207
	Iteration 83Q: 3 clusters Score -1.451739e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -14517397.000000 Penalty: 5601.137207
	Iteration 84Q: 3 clusters Score -1.45174e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -14517375.000000 Penalty: 5601.137207
	Iteration 85Q: 3 clusters Score -1.451738e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -14517383.000000 Penalty: 5601.137207
	Iteration 86Q: 3 clusters Score -1.451738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -14517377.000000 Penalty: 5601.137207
	Iteration 87Q: 3 clusters Score -1.451738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -14517378.000000 Penalty: 5601.137207
	Iteration 88Q: 3 clusters Score -1.451738e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45489 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -14517382.000000 Penalty: 5601.137207
	Iteration 89Q: 3 clusters Score -1.451738e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45485 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -14517394.000000 Penalty: 5601.137207
	Iteration 90Q: 3 clusters Score -1.451739e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -14517401.000000 Penalty: 5601.137207
	Iteration 91Q: 3 clusters Score -1.45174e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45489 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -14517384.000000 Penalty: 5601.137207
	Iteration 92Q: 3 clusters Score -1.451738e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45488 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -14517394.000000 Penalty: 5601.137207
	Iteration 93Q: 3 clusters Score -1.451739e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -14517399.000000 Penalty: 5601.137207
	Iteration 94Q: 3 clusters Score -1.45174e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -14517403.000000 Penalty: 5601.137207
	Iteration 95Q: 3 clusters Score -1.45174e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -14517425.000000 Penalty: 5601.137207
	Iteration 96Q: 3 clusters Score -1.451742e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -14517406.000000 Penalty: 5601.137207
	Iteration 97Q: 3 clusters Score -1.451741e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -14517413.000000 Penalty: 5601.137207
	Iteration 98Q: 3 clusters Score -1.451741e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45475 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -14517422.000000 Penalty: 5601.137207
	Iteration 99Q: 3 clusters Score -1.451742e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -14517407.000000 Penalty: 5601.137207
	Iteration 100F: 3 clusters Score -1.451741e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45473 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -14517400.000000 Penalty: 5601.137207
	Iteration 101Q: 3 clusters Score -1.45174e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -14517372.000000 Penalty: 5601.137207
	Iteration 102Q: 3 clusters Score -1.451737e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -14517368.000000 Penalty: 5601.137207
	Iteration 103Q: 3 clusters Score -1.451737e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45475 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -14517366.000000 Penalty: 5601.137207
	Iteration 104Q: 3 clusters Score -1.451737e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -14517361.000000 Penalty: 5601.137207
	Iteration 105Q: 3 clusters Score -1.451736e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45475 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -14517377.000000 Penalty: 5601.137207
	Iteration 106Q: 3 clusters Score -1.451738e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -14517376.000000 Penalty: 5601.137207
	Iteration 107Q: 3 clusters Score -1.451738e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 34743 members 
Entering Unmasked Estep 
Score: -14517371.000000 Penalty: 5601.137207
	Iteration 108Q: 3 clusters Score -1.451737e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45480 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -14517369.000000 Penalty: 5601.137207
	Iteration 109Q: 3 clusters Score -1.451737e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45475 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -14517367.000000 Penalty: 5601.137207
	Iteration 110Q: 3 clusters Score -1.451737e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -14517348.000000 Penalty: 5601.137207
	Iteration 111Q: 3 clusters Score -1.451735e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -14517364.000000 Penalty: 5601.137207
	Iteration 112Q: 3 clusters Score -1.451736e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -14517357.000000 Penalty: 5601.137207
	Iteration 113Q: 3 clusters Score -1.451736e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45470 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -14517363.000000 Penalty: 5601.137207
	Iteration 114Q: 3 clusters Score -1.451736e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45470 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -14517366.000000 Penalty: 5601.137207
	Iteration 115Q: 3 clusters Score -1.451737e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -14517374.000000 Penalty: 5601.137207
	Iteration 116Q: 3 clusters Score -1.451737e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -14517370.000000 Penalty: 5601.137207
	Iteration 117Q: 3 clusters Score -1.451737e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -14517370.000000 Penalty: 5601.137207
	Iteration 118Q: 3 clusters Score -1.451737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -14517370.000000 Penalty: 5601.137207
	Iteration 119Q: 3 clusters Score -1.451737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45470 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -14517375.000000 Penalty: 5601.137207
	Iteration 120F: 3 clusters Score -1.451738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45470 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -14517375.000000 Penalty: 5601.137207
	Iteration 121Q: 3 clusters Score -1.451738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -14517368.000000 Penalty: 5601.137207
	Iteration 122Q: 3 clusters Score -1.451737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45475 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -14517369.000000 Penalty: 5601.137207
	Iteration 123Q: 3 clusters Score -1.451737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -14517365.000000 Penalty: 5601.137207
	Iteration 124Q: 3 clusters Score -1.451736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45474 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -14517360.000000 Penalty: 5601.137207
	Iteration 125Q: 3 clusters Score -1.451736e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45475 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -14517368.000000 Penalty: 5601.137207
	Iteration 126Q: 3 clusters Score -1.451737e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45474 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -14517368.000000 Penalty: 5601.137207
	Iteration 127Q: 3 clusters Score -1.451737e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -14517362.000000 Penalty: 5601.137207
	Iteration 128Q: 3 clusters Score -1.451736e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -14517370.000000 Penalty: 5601.137207
	Iteration 129Q: 3 clusters Score -1.451737e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45470 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -14517386.000000 Penalty: 5601.137207
	Iteration 130Q: 3 clusters Score -1.451739e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -14517372.000000 Penalty: 5601.137207
	Iteration 131Q: 3 clusters Score -1.451737e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -14517392.000000 Penalty: 5601.137207
	Iteration 132Q: 3 clusters Score -1.451739e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -14517407.000000 Penalty: 5601.137207
	Iteration 133Q: 3 clusters Score -1.451741e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45475 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -14517397.000000 Penalty: 5601.137207
	Iteration 134Q: 3 clusters Score -1.45174e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -14517397.000000 Penalty: 5601.137207
	Iteration 135Q: 3 clusters Score -1.45174e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -14517395.000000 Penalty: 5601.137207
	Iteration 136Q: 3 clusters Score -1.45174e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -14517393.000000 Penalty: 5601.137207
	Iteration 137Q: 3 clusters Score -1.451739e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45469 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -14517380.000000 Penalty: 5601.137207
	Iteration 138Q: 3 clusters Score -1.451738e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -14517378.000000 Penalty: 5601.137207
	Iteration 139Q: 3 clusters Score -1.451738e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45478 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -14517384.000000 Penalty: 5601.137207
	Iteration 140F: 3 clusters Score -1.451738e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -14517379.000000 Penalty: 5601.137207
	Iteration 141Q: 3 clusters Score -1.451738e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -14517394.000000 Penalty: 5601.137207
	Iteration 142Q: 3 clusters Score -1.451739e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -14517394.000000 Penalty: 5601.137207
	Iteration 143Q: 3 clusters Score -1.451739e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45495 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -14517381.000000 Penalty: 5601.137207
	Iteration 144Q: 3 clusters Score -1.451738e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -14517382.000000 Penalty: 5601.137207
	Iteration 145Q: 3 clusters Score -1.451738e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -14517365.000000 Penalty: 5601.137207
	Iteration 146Q: 3 clusters Score -1.451736e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -14517370.000000 Penalty: 5601.137207
	Iteration 147Q: 3 clusters Score -1.451737e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -14517368.000000 Penalty: 5601.137207
	Iteration 148Q: 3 clusters Score -1.451737e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -14517379.000000 Penalty: 5601.137207
	Iteration 149Q: 3 clusters Score -1.451738e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -14517398.000000 Penalty: 5601.137207
	Iteration 150Q: 3 clusters Score -1.45174e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -14517373.000000 Penalty: 5601.137207
	Iteration 151Q: 3 clusters Score -1.451737e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45503 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -14517369.000000 Penalty: 5601.137207
	Iteration 152Q: 3 clusters Score -1.451737e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -14517369.000000 Penalty: 5601.137207
	Iteration 153Q: 3 clusters Score -1.451737e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45494 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -14517367.000000 Penalty: 5601.137207
	Iteration 154Q: 3 clusters Score -1.451737e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45495 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -14517368.000000 Penalty: 5601.137207
	Iteration 155Q: 3 clusters Score -1.451737e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -14517364.000000 Penalty: 5601.137207
	Iteration 156Q: 3 clusters Score -1.451736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -14517369.000000 Penalty: 5601.137207
	Iteration 157Q: 3 clusters Score -1.451737e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -14517365.000000 Penalty: 5601.137207
	Iteration 158Q: 3 clusters Score -1.451736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -14517359.000000 Penalty: 5601.137207
	Iteration 159Q: 3 clusters Score -1.451736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -14517372.000000 Penalty: 5601.137207
	Iteration 160F: 3 clusters Score -1.451737e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -14517374.000000 Penalty: 5601.137207
	Iteration 161Q: 3 clusters Score -1.451737e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -14517369.000000 Penalty: 5601.137207
	Iteration 162Q: 3 clusters Score -1.451737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -14517370.000000 Penalty: 5601.137207
	Iteration 163Q: 3 clusters Score -1.451737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45495 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -14517377.000000 Penalty: 5601.137207
	Iteration 164Q: 3 clusters Score -1.451738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45495 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -14517377.000000 Penalty: 5601.137207
	Iteration 165Q: 3 clusters Score -1.451738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 34730 members 
Entering Unmasked Estep 
Score: -14517381.000000 Penalty: 5601.137207
	Iteration 166Q: 3 clusters Score -1.451738e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45495 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -14517384.000000 Penalty: 5601.137207
	Iteration 167Q: 3 clusters Score -1.451738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -14517385.000000 Penalty: 5601.137207
	Iteration 168Q: 3 clusters Score -1.451738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -14517388.000000 Penalty: 5601.137207
	Iteration 169Q: 3 clusters Score -1.451739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45489 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -14517388.000000 Penalty: 5601.137207
	Iteration 170Q: 3 clusters Score -1.451739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45488 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -14517384.000000 Penalty: 5601.137207
	Iteration 171Q: 3 clusters Score -1.451738e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -14517386.000000 Penalty: 5601.137207
	Iteration 172Q: 3 clusters Score -1.451739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -14517384.000000 Penalty: 5601.137207
	Iteration 173Q: 3 clusters Score -1.451738e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45488 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -14517387.000000 Penalty: 5601.137207
	Iteration 174Q: 3 clusters Score -1.451739e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -14517387.000000 Penalty: 5601.137207
	Iteration 175Q: 3 clusters Score -1.451739e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -14517383.000000 Penalty: 5601.137207
	Iteration 176Q: 3 clusters Score -1.451738e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45489 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -14517379.000000 Penalty: 5601.137207
	Iteration 177Q: 3 clusters Score -1.451738e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -14517392.000000 Penalty: 5601.137207
	Iteration 178Q: 3 clusters Score -1.451739e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45485 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -14517390.000000 Penalty: 5601.137207
	Iteration 179Q: 3 clusters Score -1.451739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 34745 members 
Entering Unmasked Estep 
Score: -14517389.000000 Penalty: 5601.137207
	Iteration 180F: 3 clusters Score -1.451739e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 34750 members 
Entering Unmasked Estep 
Score: -14517397.000000 Penalty: 5601.137207
	Iteration 181Q: 3 clusters Score -1.45174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45473 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -14517396.000000 Penalty: 5601.137207
	Iteration 182Q: 3 clusters Score -1.45174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 34756 members 
Entering Unmasked Estep 
Score: -14517402.000000 Penalty: 5601.137207
	Iteration 183Q: 3 clusters Score -1.45174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45470 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -14517411.000000 Penalty: 5601.137207
	Iteration 184Q: 3 clusters Score -1.451741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45470 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -14517411.000000 Penalty: 5601.137207
	Iteration 185F: 3 clusters Score -1.451741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 55670 members 
Mstep: Class 2 contains 52331 members 
Mstep: Class 3 contains 4571 members 
Mstep: Class 4 contains 361 members 
Mstep: Class 5 contains 49152 members 
Mstep: Class 6 contains 904 members 
Mstep: Class 7 contains 53951 members 
Mstep: Class 8 contains 673 members 
Mstep: Class 9 contains 860 members 
Mstep: Class 10 contains 971 members 
Mstep: Class 11 contains 45470 members 
Mstep: Class 12 contains 48832 members 
Mstep: Class 13 contains 1618 members 
Mstep: Class 14 contains 34757 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 66493 members 
Mstep: Class 19 contains 25685 members 
Mstep: Class 20 contains 55761 members 
Mstep: Class 21 contains 61767 members 
Mstep: Class 22 contains 56011 members 
Entering Unmasked Estep 
Score: -111125808.000000 Penalty: 69443.789062
Splitting cluster 11 changes total score from -111115472.000000 to -111125808.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 12 (48832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48832 members 
Entering Unmasked Estep 
Score: -8914379.000000 Penalty: 2677.442871
	Iteration 0F: 2 clusters Score -8914379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -8884964.000000 Penalty: 5354.885742
	Iteration 0F: 3 clusters Score -8884964 nChanged 22544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -8897501.000000 Penalty: 5354.885742
	Iteration 1F: 3 clusters Score -8897501 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27665 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -8898381.000000 Penalty: 5354.885742
	Iteration 2Q: 3 clusters Score -8898381 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -8899429.000000 Penalty: 5354.885742
	Iteration 3Q: 3 clusters Score -8899429 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -8900971.000000 Penalty: 5354.885742
	Iteration 4F: 3 clusters Score -8900971 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -8902919.000000 Penalty: 5354.885742
	Iteration 5F: 3 clusters Score -8902919 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -8905320.000000 Penalty: 5354.885742
	Iteration 6F: 3 clusters Score -8905320 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -8907942.000000 Penalty: 5354.885742
	Iteration 7F: 3 clusters Score -8907942 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42132 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -8910021.000000 Penalty: 5354.885742
	Iteration 8F: 3 clusters Score -8910021 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -8911377.000000 Penalty: 5354.885742
	Iteration 9Q: 3 clusters Score -8911377 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45638 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -8911913.000000 Penalty: 5354.885742
	Iteration 10Q: 3 clusters Score -8911913 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46463 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -8912104.000000 Penalty: 5354.885742
	Iteration 11Q: 3 clusters Score -8912104 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46963 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -8912214.000000 Penalty: 5354.885742
	Iteration 12Q: 3 clusters Score -8912214 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47290 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -8912288.000000 Penalty: 5354.885742
	Iteration 13Q: 3 clusters Score -8912288 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47511 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -8912288.000000 Penalty: 5354.885742
	Iteration 14Q: 3 clusters Score -8912288 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47653 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -8912326.000000 Penalty: 5354.885742
	Iteration 15Q: 3 clusters Score -8912326 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -8912346.000000 Penalty: 5354.885742
	Iteration 16Q: 3 clusters Score -8912346 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47827 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -8912347.000000 Penalty: 5354.885742
	Iteration 17Q: 3 clusters Score -8912347 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47882 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -8912359.000000 Penalty: 5354.885742
	Iteration 18Q: 3 clusters Score -8912359 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47924 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -8912364.000000 Penalty: 5354.885742
	Iteration 19Q: 3 clusters Score -8912364 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47960 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8912372.000000 Penalty: 5354.885742
	Iteration 20F: 3 clusters Score -8912372 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47979 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -8912374.000000 Penalty: 5354.885742
	Iteration 21Q: 3 clusters Score -8912374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47995 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -8912397.000000 Penalty: 5354.885742
	Iteration 22Q: 3 clusters Score -8912397 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48007 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -8912406.000000 Penalty: 5354.885742
	Iteration 23Q: 3 clusters Score -8912406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48022 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -8912391.000000 Penalty: 5354.885742
	Iteration 24Q: 3 clusters Score -8912391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48027 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -8912392.000000 Penalty: 5354.885742
	Iteration 25Q: 3 clusters Score -8912392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48030 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -8912395.000000 Penalty: 5354.885742
	Iteration 26Q: 3 clusters Score -8912395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48034 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -8912393.000000 Penalty: 5354.885742
	Iteration 27Q: 3 clusters Score -8912393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48038 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -8912403.000000 Penalty: 5354.885742
	Iteration 28Q: 3 clusters Score -8912403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48041 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -8912406.000000 Penalty: 5354.885742
	Iteration 29Q: 3 clusters Score -8912406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8912403.000000 Penalty: 5354.885742
	Iteration 30Q: 3 clusters Score -8912403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48051 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -8912409.000000 Penalty: 5354.885742
	Iteration 31Q: 3 clusters Score -8912409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48057 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -8912415.000000 Penalty: 5354.885742
	Iteration 32Q: 3 clusters Score -8912415 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48059 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8912414.000000 Penalty: 5354.885742
	Iteration 33Q: 3 clusters Score -8912414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48060 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8912417.000000 Penalty: 5354.885742
	Iteration 34Q: 3 clusters Score -8912417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48063 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -8912418.000000 Penalty: 5354.885742
	Iteration 35Q: 3 clusters Score -8912418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48066 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8912409.000000 Penalty: 5354.885742
	Iteration 36Q: 3 clusters Score -8912409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48067 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8912410.000000 Penalty: 5354.885742
	Iteration 37Q: 3 clusters Score -8912410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48069 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -8912411.000000 Penalty: 5354.885742
	Iteration 38Q: 3 clusters Score -8912411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48072 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -8912407.000000 Penalty: 5354.885742
	Iteration 39Q: 3 clusters Score -8912407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48073 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -8912402.000000 Penalty: 5354.885742
	Iteration 40F: 3 clusters Score -8912402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -232455.140625 Penalty: 1788.282959
	Iteration 0F: 2 clusters Score -232455.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -230366.421875 Penalty: 3576.565918
	Iteration 0F: 3 clusters Score -230366.4 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -230921.390625 Penalty: 3576.565918
	Iteration 1F: 3 clusters Score -230921.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -231136.937500 Penalty: 3576.565918
	Iteration 2F: 3 clusters Score -231136.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -231260.906250 Penalty: 3576.565918
	Iteration 3F: 3 clusters Score -231260.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -231364.734375 Penalty: 3576.565918
	Iteration 4Q: 3 clusters Score -231364.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -231492.656250 Penalty: 3576.565918
	Iteration 5Q: 3 clusters Score -231492.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -231651.140625 Penalty: 3576.565918
	Iteration 6F: 3 clusters Score -231651.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -231814.140625 Penalty: 3576.565918
	Iteration 7F: 3 clusters Score -231814.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -231992.718750 Penalty: 3576.565918
	Iteration 8F: 3 clusters Score -231992.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -232092.578125 Penalty: 3576.565918
	Iteration 9Q: 3 clusters Score -232092.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -232153.500000 Penalty: 3576.565918
	Iteration 10Q: 3 clusters Score -232153.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -232186.687500 Penalty: 3576.565918
	Iteration 11Q: 3 clusters Score -232186.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -232214.609375 Penalty: 3576.565918
	Iteration 12Q: 3 clusters Score -232214.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -232237.656250 Penalty: 3576.565918
	Iteration 13Q: 3 clusters Score -232237.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -232247.265625 Penalty: 3576.565918
	Iteration 14Q: 3 clusters Score -232247.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -232253.218750 Penalty: 3576.565918
	Iteration 15Q: 3 clusters Score -232253.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -232256.750000 Penalty: 3576.565918
	Iteration 16Q: 3 clusters Score -232256.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -232256.750000 Penalty: 3576.565918
	Iteration 17F: 3 clusters Score -232256.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Entering Unmasked Estep 
Score: -108183.531250 Penalty: 1597.354736
	Iteration 0F: 2 clusters Score -108183.5 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 325 members 
Entering Unmasked Estep 
Score: -106584.914062 Penalty: 3194.709473
	Iteration 0F: 3 clusters Score -106584.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -106814.828125 Penalty: 3194.709473
	Iteration 1F: 3 clusters Score -106814.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -106916.164062 Penalty: 3194.709473
	Iteration 2F: 3 clusters Score -106916.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -106955.015625 Penalty: 3194.709473
	Iteration 3Q: 3 clusters Score -106955 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -106998.265625 Penalty: 3194.709473
	Iteration 4Q: 3 clusters Score -106998.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -107031.531250 Penalty: 3194.709473
	Iteration 5Q: 3 clusters Score -107031.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -107071.601562 Penalty: 3194.709473
	Iteration 6Q: 3 clusters Score -107071.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -107089.546875 Penalty: 3194.709473
	Iteration 7Q: 3 clusters Score -107089.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -107099.031250 Penalty: 3194.709473
	Iteration 8Q: 3 clusters Score -107099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -107104.664062 Penalty: 3194.709473
	Iteration 9Q: 3 clusters Score -107104.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -107113.390625 Penalty: 3194.709473
	Iteration 10Q: 3 clusters Score -107113.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -107126.750000 Penalty: 3194.709473
	Iteration 11Q: 3 clusters Score -107126.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -107136.687500 Penalty: 3194.709473
	Iteration 12Q: 3 clusters Score -107136.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -107143.992188 Penalty: 3194.709473
	Iteration 13Q: 3 clusters Score -107144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -107145.953125 Penalty: 3194.709473
	Iteration 14Q: 3 clusters Score -107146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -107147.914062 Penalty: 3194.709473
	Iteration 15Q: 3 clusters Score -107147.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -107147.914062 Penalty: 3194.709473
	Iteration 16F: 3 clusters Score -107147.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (66493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66493 members 
Entering Unmasked Estep 
Score: -12194598.000000 Penalty: 2754.003174
	Iteration 0F: 2 clusters Score -1.21946e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -12170429.000000 Penalty: 5508.006348
	Iteration 0F: 3 clusters Score -1.217043e+07 nChanged 31191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 33313 members 
Entering Unmasked Estep 
Score: -12187700.000000 Penalty: 5508.006348
	Iteration 1F: 3 clusters Score -1.21877e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -12188214.000000 Penalty: 5508.006348
	Iteration 2Q: 3 clusters Score -1.218821e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -12188649.000000 Penalty: 5508.006348
	Iteration 3Q: 3 clusters Score -1.218865e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -12189062.000000 Penalty: 5508.006348
	Iteration 4Q: 3 clusters Score -1.218906e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -12189520.000000 Penalty: 5508.006348
	Iteration 5Q: 3 clusters Score -1.218952e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 34225 members 
Entering Unmasked Estep 
Score: -12189950.000000 Penalty: 5508.006348
	Iteration 6Q: 3 clusters Score -1.218995e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31759 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -12190632.000000 Penalty: 5508.006348
	Iteration 7Q: 3 clusters Score -1.219063e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -12191420.000000 Penalty: 5508.006348
	Iteration 8Q: 3 clusters Score -1.219142e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 36423 members 
Entering Unmasked Estep 
Score: -12192541.000000 Penalty: 5508.006348
	Iteration 9Q: 3 clusters Score -1.219254e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
Score: -12194327.000000 Penalty: 5508.006348
	Iteration 10Q: 3 clusters Score -1.219433e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -12196698.000000 Penalty: 5508.006348
	Iteration 11F: 3 clusters Score -1.21967e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -12198938.000000 Penalty: 5508.006348
	Iteration 12F: 3 clusters Score -1.219894e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -12200314.000000 Penalty: 5508.006348
	Iteration 13Q: 3 clusters Score -1.220031e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 41164 members 
Entering Unmasked Estep 
Score: -12200656.000000 Penalty: 5508.006348
	Iteration 14Q: 3 clusters Score -1.220066e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -12200810.000000 Penalty: 5508.006348
	Iteration 15Q: 3 clusters Score -1.220081e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -12200765.000000 Penalty: 5508.006348
	Iteration 16Q: 3 clusters Score -1.220076e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -12200796.000000 Penalty: 5508.006348
	Iteration 17Q: 3 clusters Score -1.22008e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -12200827.000000 Penalty: 5508.006348
	Iteration 18Q: 3 clusters Score -1.220083e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -12200797.000000 Penalty: 5508.006348
	Iteration 19Q: 3 clusters Score -1.22008e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 42516 members 
Entering Unmasked Estep 
Score: -12200793.000000 Penalty: 5508.006348
	Iteration 20F: 3 clusters Score -1.220079e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -12200759.000000 Penalty: 5508.006348
	Iteration 21Q: 3 clusters Score -1.220076e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -12200709.000000 Penalty: 5508.006348
	Iteration 22Q: 3 clusters Score -1.220071e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 42730 members 
Entering Unmasked Estep 
Score: -12200735.000000 Penalty: 5508.006348
	Iteration 23Q: 3 clusters Score -1.220074e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -12200779.000000 Penalty: 5508.006348
	Iteration 24Q: 3 clusters Score -1.220078e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 42673 members 
Entering Unmasked Estep 
Score: -12200793.000000 Penalty: 5508.006348
	Iteration 25Q: 3 clusters Score -1.220079e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 42614 members 
Entering Unmasked Estep 
Score: -12200759.000000 Penalty: 5508.006348
	Iteration 26Q: 3 clusters Score -1.220076e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -12200788.000000 Penalty: 5508.006348
	Iteration 27Q: 3 clusters Score -1.220079e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 42420 members 
Entering Unmasked Estep 
Score: -12200802.000000 Penalty: 5508.006348
	Iteration 28Q: 3 clusters Score -1.22008e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
Score: -12200833.000000 Penalty: 5508.006348
	Iteration 29Q: 3 clusters Score -1.220083e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -12200843.000000 Penalty: 5508.006348
	Iteration 30Q: 3 clusters Score -1.220084e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24394 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
Score: -12200868.000000 Penalty: 5508.006348
	Iteration 31Q: 3 clusters Score -1.220087e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 41953 members 
Entering Unmasked Estep 
Score: -12200916.000000 Penalty: 5508.006348
	Iteration 32Q: 3 clusters Score -1.220092e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 41839 members 
Entering Unmasked Estep 
Score: -12200892.000000 Penalty: 5508.006348
	Iteration 33Q: 3 clusters Score -1.220089e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -12200933.000000 Penalty: 5508.006348
	Iteration 34Q: 3 clusters Score -1.220093e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -12200943.000000 Penalty: 5508.006348
	Iteration 35Q: 3 clusters Score -1.220094e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 41596 members 
Entering Unmasked Estep 
Score: -12200941.000000 Penalty: 5508.006348
	Iteration 36Q: 3 clusters Score -1.220094e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 41516 members 
Entering Unmasked Estep 
Score: -12200986.000000 Penalty: 5508.006348
	Iteration 37Q: 3 clusters Score -1.220099e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -12201031.000000 Penalty: 5508.006348
	Iteration 38Q: 3 clusters Score -1.220103e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -12201147.000000 Penalty: 5508.006348
	Iteration 39Q: 3 clusters Score -1.220115e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -12201141.000000 Penalty: 5508.006348
	Iteration 40F: 3 clusters Score -1.220114e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 41097 members 
Entering Unmasked Estep 
Score: -12201119.000000 Penalty: 5508.006348
	Iteration 41Q: 3 clusters Score -1.220112e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -12201099.000000 Penalty: 5508.006348
	Iteration 42Q: 3 clusters Score -1.22011e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -12201155.000000 Penalty: 5508.006348
	Iteration 43Q: 3 clusters Score -1.220116e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 40791 members 
Entering Unmasked Estep 
Score: -12201146.000000 Penalty: 5508.006348
	Iteration 44Q: 3 clusters Score -1.220115e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25797 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -12201144.000000 Penalty: 5508.006348
	Iteration 45Q: 3 clusters Score -1.220114e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -12201163.000000 Penalty: 5508.006348
	Iteration 46Q: 3 clusters Score -1.220116e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -12201183.000000 Penalty: 5508.006348
	Iteration 47Q: 3 clusters Score -1.220118e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 40410 members 
Entering Unmasked Estep 
Score: -12201212.000000 Penalty: 5508.006348
	Iteration 48Q: 3 clusters Score -1.220121e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -12201236.000000 Penalty: 5508.006348
	Iteration 49Q: 3 clusters Score -1.220124e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -12201199.000000 Penalty: 5508.006348
	Iteration 50Q: 3 clusters Score -1.22012e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -12201195.000000 Penalty: 5508.006348
	Iteration 51Q: 3 clusters Score -1.22012e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -12201247.000000 Penalty: 5508.006348
	Iteration 52Q: 3 clusters Score -1.220125e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 39977 members 
Entering Unmasked Estep 
Score: -12201244.000000 Penalty: 5508.006348
	Iteration 53Q: 3 clusters Score -1.220124e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -12201301.000000 Penalty: 5508.006348
	Iteration 54Q: 3 clusters Score -1.22013e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 2 contains 39794 members 
Entering Unmasked Estep 
Score: -12201300.000000 Penalty: 5508.006348
	Iteration 55Q: 3 clusters Score -1.22013e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 2 contains 39706 members 
Entering Unmasked Estep 
Score: -12201311.000000 Penalty: 5508.006348
	Iteration 56Q: 3 clusters Score -1.220131e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -12201262.000000 Penalty: 5508.006348
	Iteration 57Q: 3 clusters Score -1.220126e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26978 members 
Mstep: Class 2 contains 39515 members 
Entering Unmasked Estep 
Score: -12201263.000000 Penalty: 5508.006348
	Iteration 58Q: 3 clusters Score -1.220126e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -12201279.000000 Penalty: 5508.006348
	Iteration 59Q: 3 clusters Score -1.220128e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27112 members 
Mstep: Class 2 contains 39381 members 
Entering Unmasked Estep 
Score: -12201283.000000 Penalty: 5508.006348
	Iteration 60F: 3 clusters Score -1.220128e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -12201303.000000 Penalty: 5508.006348
	Iteration 61Q: 3 clusters Score -1.22013e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -12201327.000000 Penalty: 5508.006348
	Iteration 62Q: 3 clusters Score -1.220133e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -12201348.000000 Penalty: 5508.006348
	Iteration 63Q: 3 clusters Score -1.220135e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -12201350.000000 Penalty: 5508.006348
	Iteration 64Q: 3 clusters Score -1.220135e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 39058 members 
Entering Unmasked Estep 
Score: -12201391.000000 Penalty: 5508.006348
	Iteration 65Q: 3 clusters Score -1.220139e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 38978 members 
Entering Unmasked Estep 
Score: -12201418.000000 Penalty: 5508.006348
	Iteration 66Q: 3 clusters Score -1.220142e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27585 members 
Mstep: Class 2 contains 38908 members 
Entering Unmasked Estep 
Score: -12201457.000000 Penalty: 5508.006348
	Iteration 67Q: 3 clusters Score -1.220146e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -12201469.000000 Penalty: 5508.006348
	Iteration 68Q: 3 clusters Score -1.220147e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27687 members 
Mstep: Class 2 contains 38806 members 
Entering Unmasked Estep 
Score: -12201493.000000 Penalty: 5508.006348
	Iteration 69Q: 3 clusters Score -1.220149e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -12201516.000000 Penalty: 5508.006348
	Iteration 70Q: 3 clusters Score -1.220152e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 38733 members 
Entering Unmasked Estep 
Score: -12201562.000000 Penalty: 5508.006348
	Iteration 71Q: 3 clusters Score -1.220156e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 38723 members 
Entering Unmasked Estep 
Score: -12201581.000000 Penalty: 5508.006348
	Iteration 72Q: 3 clusters Score -1.220158e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -12201583.000000 Penalty: 5508.006348
	Iteration 73Q: 3 clusters Score -1.220158e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -12201602.000000 Penalty: 5508.006348
	Iteration 74Q: 3 clusters Score -1.22016e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -12201631.000000 Penalty: 5508.006348
	Iteration 75Q: 3 clusters Score -1.220163e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27849 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
Score: -12201647.000000 Penalty: 5508.006348
	Iteration 76Q: 3 clusters Score -1.220165e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -12201659.000000 Penalty: 5508.006348
	Iteration 77Q: 3 clusters Score -1.220166e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27880 members 
Mstep: Class 2 contains 38613 members 
Entering Unmasked Estep 
Score: -12201678.000000 Penalty: 5508.006348
	Iteration 78Q: 3 clusters Score -1.220168e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27896 members 
Mstep: Class 2 contains 38597 members 
Entering Unmasked Estep 
Score: -12201673.000000 Penalty: 5508.006348
	Iteration 79Q: 3 clusters Score -1.220167e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -12201687.000000 Penalty: 5508.006348
	Iteration 80F: 3 clusters Score -1.220169e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -12201682.000000 Penalty: 5508.006348
	Iteration 81Q: 3 clusters Score -1.220168e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 38550 members 
Entering Unmasked Estep 
Score: -12201699.000000 Penalty: 5508.006348
	Iteration 82Q: 3 clusters Score -1.22017e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 38544 members 
Entering Unmasked Estep 
Score: -12201712.000000 Penalty: 5508.006348
	Iteration 83Q: 3 clusters Score -1.220171e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -12201712.000000 Penalty: 5508.006348
	Iteration 84Q: 3 clusters Score -1.220171e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -12201717.000000 Penalty: 5508.006348
	Iteration 85Q: 3 clusters Score -1.220172e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -12201739.000000 Penalty: 5508.006348
	Iteration 86Q: 3 clusters Score -1.220174e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
Score: -12201748.000000 Penalty: 5508.006348
	Iteration 87Q: 3 clusters Score -1.220175e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
Score: -12201749.000000 Penalty: 5508.006348
	Iteration 88Q: 3 clusters Score -1.220175e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 38437 members 
Entering Unmasked Estep 
Score: -12201779.000000 Penalty: 5508.006348
	Iteration 89Q: 3 clusters Score -1.220178e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28063 members 
Mstep: Class 2 contains 38430 members 
Entering Unmasked Estep 
Score: -12201792.000000 Penalty: 5508.006348
	Iteration 90Q: 3 clusters Score -1.220179e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 38432 members 
Entering Unmasked Estep 
Score: -12201803.000000 Penalty: 5508.006348
	Iteration 91Q: 3 clusters Score -1.22018e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -12201849.000000 Penalty: 5508.006348
	Iteration 92Q: 3 clusters Score -1.220185e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -12201850.000000 Penalty: 5508.006348
	Iteration 93Q: 3 clusters Score -1.220185e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 38365 members 
Entering Unmasked Estep 
Score: -12201867.000000 Penalty: 5508.006348
	Iteration 94Q: 3 clusters Score -1.220187e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -12201876.000000 Penalty: 5508.006348
	Iteration 95Q: 3 clusters Score -1.220188e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28157 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -12201904.000000 Penalty: 5508.006348
	Iteration 96Q: 3 clusters Score -1.22019e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -12201927.000000 Penalty: 5508.006348
	Iteration 97Q: 3 clusters Score -1.220193e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28164 members 
Mstep: Class 2 contains 38329 members 
Entering Unmasked Estep 
Score: -12201950.000000 Penalty: 5508.006348
	Iteration 98Q: 3 clusters Score -1.220195e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 38335 members 
Entering Unmasked Estep 
Score: -12201959.000000 Penalty: 5508.006348
	Iteration 99Q: 3 clusters Score -1.220196e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28101 members 
Mstep: Class 2 contains 38392 members 
Entering Unmasked Estep 
Score: -12201988.000000 Penalty: 5508.006348
	Iteration 100F: 3 clusters Score -1.220199e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 38444 members 
Entering Unmasked Estep 
Score: -12201998.000000 Penalty: 5508.006348
	Iteration 101Q: 3 clusters Score -1.2202e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -12202016.000000 Penalty: 5508.006348
	Iteration 102Q: 3 clusters Score -1.220202e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27950 members 
Mstep: Class 2 contains 38543 members 
Entering Unmasked Estep 
Score: -12202081.000000 Penalty: 5508.006348
	Iteration 103Q: 3 clusters Score -1.220208e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 38595 members 
Entering Unmasked Estep 
Score: -12202095.000000 Penalty: 5508.006348
	Iteration 104Q: 3 clusters Score -1.22021e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -12202099.000000 Penalty: 5508.006348
	Iteration 105Q: 3 clusters Score -1.22021e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -12202120.000000 Penalty: 5508.006348
	Iteration 106Q: 3 clusters Score -1.220212e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 38696 members 
Entering Unmasked Estep 
Score: -12202076.000000 Penalty: 5508.006348
	Iteration 107Q: 3 clusters Score -1.220208e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 38729 members 
Entering Unmasked Estep 
Score: -12202095.000000 Penalty: 5508.006348
	Iteration 108Q: 3 clusters Score -1.22021e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27738 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -12202157.000000 Penalty: 5508.006348
	Iteration 109Q: 3 clusters Score -1.220216e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -12202186.000000 Penalty: 5508.006348
	Iteration 110Q: 3 clusters Score -1.220219e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 38834 members 
Entering Unmasked Estep 
Score: -12202158.000000 Penalty: 5508.006348
	Iteration 111Q: 3 clusters Score -1.220216e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -12202156.000000 Penalty: 5508.006348
	Iteration 112Q: 3 clusters Score -1.220216e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -12202227.000000 Penalty: 5508.006348
	Iteration 113Q: 3 clusters Score -1.220223e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -12202248.000000 Penalty: 5508.006348
	Iteration 114Q: 3 clusters Score -1.220225e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 38913 members 
Entering Unmasked Estep 
Score: -12202258.000000 Penalty: 5508.006348
	Iteration 115Q: 3 clusters Score -1.220226e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -12202310.000000 Penalty: 5508.006348
	Iteration 116Q: 3 clusters Score -1.220231e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 38947 members 
Entering Unmasked Estep 
Score: -12202314.000000 Penalty: 5508.006348
	Iteration 117Q: 3 clusters Score -1.220231e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -12202316.000000 Penalty: 5508.006348
	Iteration 118Q: 3 clusters Score -1.220232e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 38985 members 
Entering Unmasked Estep 
Score: -12202295.000000 Penalty: 5508.006348
	Iteration 119Q: 3 clusters Score -1.22023e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 38997 members 
Entering Unmasked Estep 
Score: -12202326.000000 Penalty: 5508.006348
	Iteration 120F: 3 clusters Score -1.220233e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -12202352.000000 Penalty: 5508.006348
	Iteration 121Q: 3 clusters Score -1.220235e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 39028 members 
Entering Unmasked Estep 
Score: -12202391.000000 Penalty: 5508.006348
	Iteration 122Q: 3 clusters Score -1.220239e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 39065 members 
Entering Unmasked Estep 
Score: -12202409.000000 Penalty: 5508.006348
	Iteration 123Q: 3 clusters Score -1.220241e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 39126 members 
Entering Unmasked Estep 
Score: -12202416.000000 Penalty: 5508.006348
	Iteration 124Q: 3 clusters Score -1.220242e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 39201 members 
Entering Unmasked Estep 
Score: -12202423.000000 Penalty: 5508.006348
	Iteration 125Q: 3 clusters Score -1.220242e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -12202428.000000 Penalty: 5508.006348
	Iteration 126Q: 3 clusters Score -1.220243e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -12202423.000000 Penalty: 5508.006348
	Iteration 127Q: 3 clusters Score -1.220242e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -12202449.000000 Penalty: 5508.006348
	Iteration 128Q: 3 clusters Score -1.220245e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27108 members 
Mstep: Class 2 contains 39385 members 
Entering Unmasked Estep 
Score: -12202442.000000 Penalty: 5508.006348
	Iteration 129Q: 3 clusters Score -1.220244e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 39427 members 
Entering Unmasked Estep 
Score: -12202385.000000 Penalty: 5508.006348
	Iteration 130Q: 3 clusters Score -1.220238e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -12202407.000000 Penalty: 5508.006348
	Iteration 131Q: 3 clusters Score -1.220241e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26971 members 
Mstep: Class 2 contains 39522 members 
Entering Unmasked Estep 
Score: -12202412.000000 Penalty: 5508.006348
	Iteration 132Q: 3 clusters Score -1.220241e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 39557 members 
Entering Unmasked Estep 
Score: -12202442.000000 Penalty: 5508.006348
	Iteration 133Q: 3 clusters Score -1.220244e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 39577 members 
Entering Unmasked Estep 
Score: -12202425.000000 Penalty: 5508.006348
	Iteration 134Q: 3 clusters Score -1.220242e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -12202426.000000 Penalty: 5508.006348
	Iteration 135Q: 3 clusters Score -1.220243e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -12202419.000000 Penalty: 5508.006348
	Iteration 136Q: 3 clusters Score -1.220242e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -12202414.000000 Penalty: 5508.006348
	Iteration 137Q: 3 clusters Score -1.220241e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -12202442.000000 Penalty: 5508.006348
	Iteration 138Q: 3 clusters Score -1.220244e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26802 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -12202424.000000 Penalty: 5508.006348
	Iteration 139Q: 3 clusters Score -1.220242e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -12202462.000000 Penalty: 5508.006348
	Iteration 140F: 3 clusters Score -1.220246e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 39732 members 
Entering Unmasked Estep 
Score: -12202455.000000 Penalty: 5508.006348
	Iteration 141Q: 3 clusters Score -1.220246e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -12202458.000000 Penalty: 5508.006348
	Iteration 142Q: 3 clusters Score -1.220246e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -12202463.000000 Penalty: 5508.006348
	Iteration 143Q: 3 clusters Score -1.220246e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26682 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -12202432.000000 Penalty: 5508.006348
	Iteration 144Q: 3 clusters Score -1.220243e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 39839 members 
Entering Unmasked Estep 
Score: -12202437.000000 Penalty: 5508.006348
	Iteration 145Q: 3 clusters Score -1.220244e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 2 contains 39854 members 
Entering Unmasked Estep 
Score: -12202432.000000 Penalty: 5508.006348
	Iteration 146Q: 3 clusters Score -1.220243e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 39863 members 
Entering Unmasked Estep 
Score: -12202443.000000 Penalty: 5508.006348
	Iteration 147Q: 3 clusters Score -1.220244e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -12202471.000000 Penalty: 5508.006348
	Iteration 148Q: 3 clusters Score -1.220247e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26625 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -12202469.000000 Penalty: 5508.006348
	Iteration 149Q: 3 clusters Score -1.220247e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -12202483.000000 Penalty: 5508.006348
	Iteration 150Q: 3 clusters Score -1.220248e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 39876 members 
Entering Unmasked Estep 
Score: -12202486.000000 Penalty: 5508.006348
	Iteration 151Q: 3 clusters Score -1.220249e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 39876 members 
Entering Unmasked Estep 
Score: -12202482.000000 Penalty: 5508.006348
	Iteration 152Q: 3 clusters Score -1.220248e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -12202471.000000 Penalty: 5508.006348
	Iteration 153Q: 3 clusters Score -1.220247e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 39880 members 
Entering Unmasked Estep 
Score: -12202449.000000 Penalty: 5508.006348
	Iteration 154Q: 3 clusters Score -1.220245e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -12202464.000000 Penalty: 5508.006348
	Iteration 155Q: 3 clusters Score -1.220246e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 39887 members 
Entering Unmasked Estep 
Score: -12202464.000000 Penalty: 5508.006348
	Iteration 156Q: 3 clusters Score -1.220246e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 2 contains 39902 members 
Entering Unmasked Estep 
Score: -12202461.000000 Penalty: 5508.006348
	Iteration 157Q: 3 clusters Score -1.220246e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
Score: -12202462.000000 Penalty: 5508.006348
	Iteration 158Q: 3 clusters Score -1.220246e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -12202468.000000 Penalty: 5508.006348
	Iteration 159Q: 3 clusters Score -1.220247e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -12202463.000000 Penalty: 5508.006348
	Iteration 160F: 3 clusters Score -1.220246e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26543 members 
Mstep: Class 2 contains 39950 members 
Entering Unmasked Estep 
Score: -12202465.000000 Penalty: 5508.006348
	Iteration 161Q: 3 clusters Score -1.220246e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26534 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -12202485.000000 Penalty: 5508.006348
	Iteration 162Q: 3 clusters Score -1.220248e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -12202491.000000 Penalty: 5508.006348
	Iteration 163Q: 3 clusters Score -1.220249e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 39968 members 
Entering Unmasked Estep 
Score: -12202502.000000 Penalty: 5508.006348
	Iteration 164Q: 3 clusters Score -1.22025e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 39970 members 
Entering Unmasked Estep 
Score: -12202493.000000 Penalty: 5508.006348
	Iteration 165Q: 3 clusters Score -1.220249e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 39974 members 
Entering Unmasked Estep 
Score: -12202494.000000 Penalty: 5508.006348
	Iteration 166Q: 3 clusters Score -1.220249e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 39978 members 
Entering Unmasked Estep 
Score: -12202490.000000 Penalty: 5508.006348
	Iteration 167Q: 3 clusters Score -1.220249e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -12202496.000000 Penalty: 5508.006348
	Iteration 168Q: 3 clusters Score -1.22025e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -12202483.000000 Penalty: 5508.006348
	Iteration 169Q: 3 clusters Score -1.220248e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -12202502.000000 Penalty: 5508.006348
	Iteration 170Q: 3 clusters Score -1.22025e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -12202496.000000 Penalty: 5508.006348
	Iteration 171Q: 3 clusters Score -1.22025e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 40027 members 
Entering Unmasked Estep 
Score: -12202494.000000 Penalty: 5508.006348
	Iteration 172Q: 3 clusters Score -1.220249e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -12202482.000000 Penalty: 5508.006348
	Iteration 173Q: 3 clusters Score -1.220248e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 40039 members 
Entering Unmasked Estep 
Score: -12202498.000000 Penalty: 5508.006348
	Iteration 174Q: 3 clusters Score -1.22025e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -12202491.000000 Penalty: 5508.006348
	Iteration 175Q: 3 clusters Score -1.220249e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -12202505.000000 Penalty: 5508.006348
	Iteration 176Q: 3 clusters Score -1.22025e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26421 members 
Mstep: Class 2 contains 40072 members 
Entering Unmasked Estep 
Score: -12202487.000000 Penalty: 5508.006348
	Iteration 177Q: 3 clusters Score -1.220249e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -12202497.000000 Penalty: 5508.006348
	Iteration 178Q: 3 clusters Score -1.22025e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -12202489.000000 Penalty: 5508.006348
	Iteration 179Q: 3 clusters Score -1.220249e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 40088 members 
Entering Unmasked Estep 
Score: -12202499.000000 Penalty: 5508.006348
	Iteration 180F: 3 clusters Score -1.22025e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -12202498.000000 Penalty: 5508.006348
	Iteration 181Q: 3 clusters Score -1.22025e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 40097 members 
Entering Unmasked Estep 
Score: -12202511.000000 Penalty: 5508.006348
	Iteration 182Q: 3 clusters Score -1.220251e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -12202492.000000 Penalty: 5508.006348
	Iteration 183Q: 3 clusters Score -1.220249e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -12202510.000000 Penalty: 5508.006348
	Iteration 184Q: 3 clusters Score -1.220251e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -12202505.000000 Penalty: 5508.006348
	Iteration 185Q: 3 clusters Score -1.22025e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -12202507.000000 Penalty: 5508.006348
	Iteration 186Q: 3 clusters Score -1.220251e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -12202512.000000 Penalty: 5508.006348
	Iteration 187Q: 3 clusters Score -1.220251e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 40097 members 
Entering Unmasked Estep 
Score: -12202512.000000 Penalty: 5508.006348
	Iteration 188Q: 3 clusters Score -1.220251e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -12202506.000000 Penalty: 5508.006348
	Iteration 189Q: 3 clusters Score -1.220251e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -12202532.000000 Penalty: 5508.006348
	Iteration 190Q: 3 clusters Score -1.220253e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -12202534.000000 Penalty: 5508.006348
	Iteration 191Q: 3 clusters Score -1.220253e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -12202536.000000 Penalty: 5508.006348
	Iteration 192Q: 3 clusters Score -1.220254e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -12202543.000000 Penalty: 5508.006348
	Iteration 193Q: 3 clusters Score -1.220254e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 40114 members 
Entering Unmasked Estep 
Score: -12202555.000000 Penalty: 5508.006348
	Iteration 194Q: 3 clusters Score -1.220256e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -12202559.000000 Penalty: 5508.006348
	Iteration 195Q: 3 clusters Score -1.220256e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -12202552.000000 Penalty: 5508.006348
	Iteration 196Q: 3 clusters Score -1.220255e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -12202554.000000 Penalty: 5508.006348
	Iteration 197Q: 3 clusters Score -1.220255e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -12202535.000000 Penalty: 5508.006348
	Iteration 198Q: 3 clusters Score -1.220254e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -12202542.000000 Penalty: 5508.006348
	Iteration 199Q: 3 clusters Score -1.220254e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -12202552.000000 Penalty: 5508.006348
	Iteration 200F: 3 clusters Score -1.220255e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -12202545.000000 Penalty: 5508.006348
	Iteration 201Q: 3 clusters Score -1.220254e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -12202544.000000 Penalty: 5508.006348
	Iteration 202Q: 3 clusters Score -1.220254e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -12202555.000000 Penalty: 5508.006348
	Iteration 203Q: 3 clusters Score -1.220256e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 40133 members 
Entering Unmasked Estep 
Score: -12202546.000000 Penalty: 5508.006348
	Iteration 204Q: 3 clusters Score -1.220255e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -12202547.000000 Penalty: 5508.006348
	Iteration 205Q: 3 clusters Score -1.220255e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 40140 members 
Entering Unmasked Estep 
Score: -12202551.000000 Penalty: 5508.006348
	Iteration 206Q: 3 clusters Score -1.220255e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -12202554.000000 Penalty: 5508.006348
	Iteration 207Q: 3 clusters Score -1.220255e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
Score: -12202551.000000 Penalty: 5508.006348
	Iteration 208Q: 3 clusters Score -1.220255e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 40150 members 
Entering Unmasked Estep 
Score: -12202561.000000 Penalty: 5508.006348
	Iteration 209Q: 3 clusters Score -1.220256e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -12202536.000000 Penalty: 5508.006348
	Iteration 210Q: 3 clusters Score -1.220254e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 40158 members 
Entering Unmasked Estep 
Score: -12202550.000000 Penalty: 5508.006348
	Iteration 211Q: 3 clusters Score -1.220255e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -12202542.000000 Penalty: 5508.006348
	Iteration 212Q: 3 clusters Score -1.220254e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -12202517.000000 Penalty: 5508.006348
	Iteration 213Q: 3 clusters Score -1.220252e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 40174 members 
Entering Unmasked Estep 
Score: -12202542.000000 Penalty: 5508.006348
	Iteration 214Q: 3 clusters Score -1.220254e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -12202547.000000 Penalty: 5508.006348
	Iteration 215Q: 3 clusters Score -1.220255e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -12202570.000000 Penalty: 5508.006348
	Iteration 216Q: 3 clusters Score -1.220257e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -12202565.000000 Penalty: 5508.006348
	Iteration 217Q: 3 clusters Score -1.220256e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 40167 members 
Entering Unmasked Estep 
Score: -12202574.000000 Penalty: 5508.006348
	Iteration 218Q: 3 clusters Score -1.220257e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 40164 members 
Entering Unmasked Estep 
Score: -12202586.000000 Penalty: 5508.006348
	Iteration 219Q: 3 clusters Score -1.220259e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -12202599.000000 Penalty: 5508.006348
	Iteration 220F: 3 clusters Score -1.22026e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26329 members 
Mstep: Class 2 contains 40164 members 
Entering Unmasked Estep 
Score: -12202586.000000 Penalty: 5508.006348
	Iteration 221Q: 3 clusters Score -1.220259e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26324 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -12202584.000000 Penalty: 5508.006348
	Iteration 222Q: 3 clusters Score -1.220258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -12202574.000000 Penalty: 5508.006348
	Iteration 223Q: 3 clusters Score -1.220257e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 40184 members 
Entering Unmasked Estep 
Score: -12202579.000000 Penalty: 5508.006348
	Iteration 224Q: 3 clusters Score -1.220258e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 40184 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -1.220258e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 40184 members 
Entering Unmasked Estep 
Score: -12202569.000000 Penalty: 5508.006348
	Iteration 226Q: 3 clusters Score -1.220257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -12202577.000000 Penalty: 5508.006348
	Iteration 227Q: 3 clusters Score -1.220258e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 40203 members 
Entering Unmasked Estep 
Score: -12202561.000000 Penalty: 5508.006348
	Iteration 228Q: 3 clusters Score -1.220256e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -12202572.000000 Penalty: 5508.006348
	Iteration 229Q: 3 clusters Score -1.220257e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -12202573.000000 Penalty: 5508.006348
	Iteration 230Q: 3 clusters Score -1.220257e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -12202565.000000 Penalty: 5508.006348
	Iteration 231Q: 3 clusters Score -1.220256e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 40217 members 
Entering Unmasked Estep 
Score: -12202569.000000 Penalty: 5508.006348
	Iteration 232Q: 3 clusters Score -1.220257e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
Score: -12202581.000000 Penalty: 5508.006348
	Iteration 233Q: 3 clusters Score -1.220258e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
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	Iteration 234Q: 3 clusters Score -1.220258e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -12202574.000000 Penalty: 5508.006348
	Iteration 235Q: 3 clusters Score -1.220257e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -12202580.000000 Penalty: 5508.006348
	Iteration 236Q: 3 clusters Score -1.220258e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -12202584.000000 Penalty: 5508.006348
	Iteration 237Q: 3 clusters Score -1.220258e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -12202582.000000 Penalty: 5508.006348
	Iteration 238Q: 3 clusters Score -1.220258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
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	Iteration 239Q: 3 clusters Score -1.220258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -12202583.000000 Penalty: 5508.006348
	Iteration 240F: 3 clusters Score -1.220258e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
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	Iteration 241Q: 3 clusters Score -1.220259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -12202588.000000 Penalty: 5508.006348
	Iteration 242Q: 3 clusters Score -1.220259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
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	Iteration 243Q: 3 clusters Score -1.220258e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
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	Iteration 244Q: 3 clusters Score -1.220259e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -1.220258e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
Score: -12202587.000000 Penalty: 5508.006348
	Iteration 246Q: 3 clusters Score -1.220259e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 40246 members 
Entering Unmasked Estep 
Score: -12202598.000000 Penalty: 5508.006348
	Iteration 247Q: 3 clusters Score -1.22026e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -1.220261e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
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	Iteration 249Q: 3 clusters Score -1.220261e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
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	Iteration 250Q: 3 clusters Score -1.220261e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -1.220261e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 40246 members 
Entering Unmasked Estep 
Score: -12202613.000000 Penalty: 5508.006348
	Iteration 252Q: 3 clusters Score -1.220261e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
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	Iteration 253Q: 3 clusters Score -1.22026e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -12202599.000000 Penalty: 5508.006348
	Iteration 254Q: 3 clusters Score -1.22026e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
Score: -12202593.000000 Penalty: 5508.006348
	Iteration 255Q: 3 clusters Score -1.220259e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
Score: -12202595.000000 Penalty: 5508.006348
	Iteration 256Q: 3 clusters Score -1.22026e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 40236 members 
Entering Unmasked Estep 
Score: -12202597.000000 Penalty: 5508.006348
	Iteration 257Q: 3 clusters Score -1.22026e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26256 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -12202591.000000 Penalty: 5508.006348
	Iteration 258Q: 3 clusters Score -1.220259e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 40233 members 
Entering Unmasked Estep 
Score: -12202593.000000 Penalty: 5508.006348
	Iteration 259Q: 3 clusters Score -1.220259e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -12202587.000000 Penalty: 5508.006348
	Iteration 260F: 3 clusters Score -1.220259e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -12202589.000000 Penalty: 5508.006348
	Iteration 261Q: 3 clusters Score -1.220259e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26274 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -12202592.000000 Penalty: 5508.006348
	Iteration 262Q: 3 clusters Score -1.220259e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 40217 members 
Entering Unmasked Estep 
Score: -12202579.000000 Penalty: 5508.006348
	Iteration 263Q: 3 clusters Score -1.220258e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -12202568.000000 Penalty: 5508.006348
	Iteration 264Q: 3 clusters Score -1.220257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -12202575.000000 Penalty: 5508.006348
	Iteration 265Q: 3 clusters Score -1.220258e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -12202562.000000 Penalty: 5508.006348
	Iteration 266Q: 3 clusters Score -1.220256e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -12202561.000000 Penalty: 5508.006348
	Iteration 267Q: 3 clusters Score -1.220256e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 40214 members 
Entering Unmasked Estep 
Score: -12202572.000000 Penalty: 5508.006348
	Iteration 268Q: 3 clusters Score -1.220257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -12202580.000000 Penalty: 5508.006348
	Iteration 269Q: 3 clusters Score -1.220258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -12202570.000000 Penalty: 5508.006348
	Iteration 270Q: 3 clusters Score -1.220257e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 40214 members 
Entering Unmasked Estep 
Score: -12202573.000000 Penalty: 5508.006348
	Iteration 271Q: 3 clusters Score -1.220257e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -12202580.000000 Penalty: 5508.006348
	Iteration 272Q: 3 clusters Score -1.220258e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -12202569.000000 Penalty: 5508.006348
	Iteration 273Q: 3 clusters Score -1.220257e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -12202572.000000 Penalty: 5508.006348
	Iteration 274Q: 3 clusters Score -1.220257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -12202574.000000 Penalty: 5508.006348
	Iteration 275Q: 3 clusters Score -1.220257e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -12202581.000000 Penalty: 5508.006348
	Iteration 276Q: 3 clusters Score -1.220258e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -12202585.000000 Penalty: 5508.006348
	Iteration 277Q: 3 clusters Score -1.220258e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -12202579.000000 Penalty: 5508.006348
	Iteration 278Q: 3 clusters Score -1.220258e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 40230 members 
Entering Unmasked Estep 
Score: -12202584.000000 Penalty: 5508.006348
	Iteration 279Q: 3 clusters Score -1.220258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 40236 members 
Entering Unmasked Estep 
Score: -12202591.000000 Penalty: 5508.006348
	Iteration 280F: 3 clusters Score -1.220259e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -12202594.000000 Penalty: 5508.006348
	Iteration 281Q: 3 clusters Score -1.220259e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -12202590.000000 Penalty: 5508.006348
	Iteration 282Q: 3 clusters Score -1.220259e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 40235 members 
Entering Unmasked Estep 
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	Iteration 283Q: 3 clusters Score -1.220257e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 40230 members 
Entering Unmasked Estep 
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	Iteration 284Q: 3 clusters Score -1.220258e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 40234 members 
Entering Unmasked Estep 
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	Iteration 285Q: 3 clusters Score -1.220258e+07 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -12202576.000000 Penalty: 5508.006348
	Iteration 286Q: 3 clusters Score -1.220258e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
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	Iteration 287Q: 3 clusters Score -1.220257e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 40246 members 
Entering Unmasked Estep 
Score: -12202566.000000 Penalty: 5508.006348
	Iteration 288Q: 3 clusters Score -1.220257e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 40243 members 
Entering Unmasked Estep 
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	Iteration 289Q: 3 clusters Score -1.220255e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
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	Iteration 290Q: 3 clusters Score -1.220255e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
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	Iteration 291Q: 3 clusters Score -1.220255e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 40230 members 
Entering Unmasked Estep 
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	Iteration 292Q: 3 clusters Score -1.220256e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 40224 members 
Entering Unmasked Estep 
Score: -12202555.000000 Penalty: 5508.006348
	Iteration 293Q: 3 clusters Score -1.220256e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -12202571.000000 Penalty: 5508.006348
	Iteration 294Q: 3 clusters Score -1.220257e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 40208 members 
Entering Unmasked Estep 
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	Iteration 295Q: 3 clusters Score -1.220258e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
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	Iteration 296Q: 3 clusters Score -1.220257e+07 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -12202586.000000 Penalty: 5508.006348
	Iteration 297Q: 3 clusters Score -1.220259e+07 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 2 contains 40204 members 
Entering Unmasked Estep 
Score: -12202593.000000 Penalty: 5508.006348
	Iteration 298Q: 3 clusters Score -1.220259e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 40201 members 
Entering Unmasked Estep 
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	Iteration 299Q: 3 clusters Score -1.22026e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 2 contains 40204 members 
Entering Unmasked Estep 
Score: -12202598.000000 Penalty: 5508.006348
	Iteration 300F: 3 clusters Score -1.22026e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
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	Iteration 301Q: 3 clusters Score -1.220259e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
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	Iteration 302Q: 3 clusters Score -1.22026e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26302 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -12202610.000000 Penalty: 5508.006348
	Iteration 303Q: 3 clusters Score -1.220261e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -12202609.000000 Penalty: 5508.006348
	Iteration 304Q: 3 clusters Score -1.220261e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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Mstep: Class 2 contains 40180 members 
Entering Unmasked Estep 
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	Iteration 305Q: 3 clusters Score -1.220259e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -12202585.000000 Penalty: 5508.006348
	Iteration 306Q: 3 clusters Score -1.220258e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 40161 members 
Entering Unmasked Estep 
Score: -12202593.000000 Penalty: 5508.006348
	Iteration 307Q: 3 clusters Score -1.220259e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 40154 members 
Entering Unmasked Estep 
Score: -12202601.000000 Penalty: 5508.006348
	Iteration 308Q: 3 clusters Score -1.22026e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 40150 members 
Entering Unmasked Estep 
Score: -12202604.000000 Penalty: 5508.006348
	Iteration 309Q: 3 clusters Score -1.22026e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -12202594.000000 Penalty: 5508.006348
	Iteration 310Q: 3 clusters Score -1.220259e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 40153 members 
Entering Unmasked Estep 
Score: -12202582.000000 Penalty: 5508.006348
	Iteration 311Q: 3 clusters Score -1.220258e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -12202605.000000 Penalty: 5508.006348
	Iteration 312Q: 3 clusters Score -1.22026e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -12202606.000000 Penalty: 5508.006348
	Iteration 313Q: 3 clusters Score -1.220261e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -12202591.000000 Penalty: 5508.006348
	Iteration 314Q: 3 clusters Score -1.220259e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 40147 members 
Entering Unmasked Estep 
Score: -12202587.000000 Penalty: 5508.006348
	Iteration 315Q: 3 clusters Score -1.220259e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 40149 members 
Entering Unmasked Estep 
Score: -12202596.000000 Penalty: 5508.006348
	Iteration 316Q: 3 clusters Score -1.22026e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -12202579.000000 Penalty: 5508.006348
	Iteration 317Q: 3 clusters Score -1.220258e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 40144 members 
Entering Unmasked Estep 
Score: -12202579.000000 Penalty: 5508.006348
	Iteration 318Q: 3 clusters Score -1.220258e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -12202564.000000 Penalty: 5508.006348
	Iteration 319Q: 3 clusters Score -1.220256e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -12202566.000000 Penalty: 5508.006348
	Iteration 320F: 3 clusters Score -1.220257e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -12202578.000000 Penalty: 5508.006348
	Iteration 321Q: 3 clusters Score -1.220258e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -12202575.000000 Penalty: 5508.006348
	Iteration 322Q: 3 clusters Score -1.220258e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -12202577.000000 Penalty: 5508.006348
	Iteration 323Q: 3 clusters Score -1.220258e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -12202582.000000 Penalty: 5508.006348
	Iteration 324Q: 3 clusters Score -1.220258e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -12202572.000000 Penalty: 5508.006348
	Iteration 325Q: 3 clusters Score -1.220257e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 40102 members 
Entering Unmasked Estep 
Score: -12202577.000000 Penalty: 5508.006348
	Iteration 326Q: 3 clusters Score -1.220258e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 40098 members 
Entering Unmasked Estep 
Score: -12202568.000000 Penalty: 5508.006348
	Iteration 327Q: 3 clusters Score -1.220257e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -12202570.000000 Penalty: 5508.006348
	Iteration 328Q: 3 clusters Score -1.220257e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -12202575.000000 Penalty: 5508.006348
	Iteration 329Q: 3 clusters Score -1.220258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -12202569.000000 Penalty: 5508.006348
	Iteration 330Q: 3 clusters Score -1.220257e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -12202571.000000 Penalty: 5508.006348
	Iteration 331Q: 3 clusters Score -1.220257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -12202573.000000 Penalty: 5508.006348
	Iteration 332Q: 3 clusters Score -1.220257e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -12202580.000000 Penalty: 5508.006348
	Iteration 333Q: 3 clusters Score -1.220258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -12202581.000000 Penalty: 5508.006348
	Iteration 334Q: 3 clusters Score -1.220258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -12202577.000000 Penalty: 5508.006348
	Iteration 335Q: 3 clusters Score -1.220258e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -12202570.000000 Penalty: 5508.006348
	Iteration 336Q: 3 clusters Score -1.220257e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -12202584.000000 Penalty: 5508.006348
	Iteration 337Q: 3 clusters Score -1.220258e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -12202580.000000 Penalty: 5508.006348
	Iteration 338Q: 3 clusters Score -1.220258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -12202585.000000 Penalty: 5508.006348
	Iteration 339Q: 3 clusters Score -1.220258e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -12202584.000000 Penalty: 5508.006348
	Iteration 340F: 3 clusters Score -1.220258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -12202581.000000 Penalty: 5508.006348
	Iteration 341Q: 3 clusters Score -1.220258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 40091 members 
Entering Unmasked Estep 
Score: -12202582.000000 Penalty: 5508.006348
	Iteration 342Q: 3 clusters Score -1.220258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -12202581.000000 Penalty: 5508.006348
	Iteration 343Q: 3 clusters Score -1.220258e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -12202581.000000 Penalty: 5508.006348
	Iteration 344Q: 3 clusters Score -1.220258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -12202582.000000 Penalty: 5508.006348
	Iteration 345Q: 3 clusters Score -1.220258e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -12202577.000000 Penalty: 5508.006348
	Iteration 346Q: 3 clusters Score -1.220258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 40081 members 
Entering Unmasked Estep 
Score: -12202571.000000 Penalty: 5508.006348
	Iteration 347Q: 3 clusters Score -1.220257e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 40077 members 
Entering Unmasked Estep 
Score: -12202570.000000 Penalty: 5508.006348
	Iteration 348Q: 3 clusters Score -1.220257e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -12202575.000000 Penalty: 5508.006348
	Iteration 349Q: 3 clusters Score -1.220258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
Score: -12202582.000000 Penalty: 5508.006348
	Iteration 350Q: 3 clusters Score -1.220258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -12202582.000000 Penalty: 5508.006348
	Iteration 351Q: 3 clusters Score -1.220258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -12202585.000000 Penalty: 5508.006348
	Iteration 352Q: 3 clusters Score -1.220258e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 40088 members 
Entering Unmasked Estep 
Score: -12202578.000000 Penalty: 5508.006348
	Iteration 353Q: 3 clusters Score -1.220258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -12202591.000000 Penalty: 5508.006348
	Iteration 354Q: 3 clusters Score -1.220259e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -12202595.000000 Penalty: 5508.006348
	Iteration 355Q: 3 clusters Score -1.22026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -12202600.000000 Penalty: 5508.006348
	Iteration 356Q: 3 clusters Score -1.22026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -12202594.000000 Penalty: 5508.006348
	Iteration 357Q: 3 clusters Score -1.220259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -12202582.000000 Penalty: 5508.006348
	Iteration 358Q: 3 clusters Score -1.220258e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 40091 members 
Entering Unmasked Estep 
Score: -12202586.000000 Penalty: 5508.006348
	Iteration 359Q: 3 clusters Score -1.220259e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -12202583.000000 Penalty: 5508.006348
	Iteration 360F: 3 clusters Score -1.220258e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 55670 members 
Mstep: Class 2 contains 52331 members 
Mstep: Class 3 contains 4571 members 
Mstep: Class 4 contains 361 members 
Mstep: Class 5 contains 49152 members 
Mstep: Class 6 contains 904 members 
Mstep: Class 7 contains 53951 members 
Mstep: Class 8 contains 673 members 
Mstep: Class 9 contains 860 members 
Mstep: Class 10 contains 971 members 
Mstep: Class 11 contains 45470 members 
Mstep: Class 12 contains 48832 members 
Mstep: Class 13 contains 1618 members 
Mstep: Class 14 contains 34757 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 26401 members 
Mstep: Class 18 contains 40092 members 
Mstep: Class 19 contains 25685 members 
Mstep: Class 20 contains 55761 members 
Mstep: Class 21 contains 61767 members 
Mstep: Class 22 contains 56011 members 
Entering Unmasked Estep 
Score: -111133040.000000 Penalty: 72750.632812
Splitting cluster 17 changes total score from -111115472.000000 to -111133040.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 19 (25685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Entering Unmasked Estep 
Score: -4559166.500000 Penalty: 2518.108398
	Iteration 0F: 2 clusters Score -4559166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -4541524.000000 Penalty: 5036.216797
	Iteration 0F: 3 clusters Score -4541524 nChanged 11416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -4547505.000000 Penalty: 5036.216797
	Iteration 1F: 3 clusters Score -4547505 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -4547849.500000 Penalty: 5036.216797
	Iteration 2Q: 3 clusters Score -4547850 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -4548136.000000 Penalty: 5036.216797
	Iteration 3Q: 3 clusters Score -4548136 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -4548375.500000 Penalty: 5036.216797
	Iteration 4Q: 3 clusters Score -4548376 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -4548595.500000 Penalty: 5036.216797
	Iteration 5Q: 3 clusters Score -4548596 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -4548793.500000 Penalty: 5036.216797
	Iteration 6Q: 3 clusters Score -4548794 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -4549070.500000 Penalty: 5036.216797
	Iteration 7Q: 3 clusters Score -4549070 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -4549426.500000 Penalty: 5036.216797
	Iteration 8Q: 3 clusters Score -4549426 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -4550015.500000 Penalty: 5036.216797
	Iteration 9Q: 3 clusters Score -4550016 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -4550949.000000 Penalty: 5036.216797
	Iteration 10F: 3 clusters Score -4550949 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -4552302.500000 Penalty: 5036.216797
	Iteration 11F: 3 clusters Score -4552302 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -4553879.500000 Penalty: 5036.216797
	Iteration 12F: 3 clusters Score -4553880 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -4555232.500000 Penalty: 5036.216797
	Iteration 13F: 3 clusters Score -4555232 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -4556138.500000 Penalty: 5036.216797
	Iteration 14Q: 3 clusters Score -4556138 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -4556596.000000 Penalty: 5036.216797
	Iteration 15Q: 3 clusters Score -4556596 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -4556785.000000 Penalty: 5036.216797
	Iteration 16Q: 3 clusters Score -4556785 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -4556869.000000 Penalty: 5036.216797
	Iteration 17Q: 3 clusters Score -4556869 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 25378 members 
Entering Unmasked Estep 
Score: -4556912.500000 Penalty: 5036.216797
	Iteration 18Q: 3 clusters Score -4556912 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -4556943.500000 Penalty: 5036.216797
	Iteration 19Q: 3 clusters Score -4556944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -4556964.000000 Penalty: 5036.216797
	Iteration 20F: 3 clusters Score -4556964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -4556981.000000 Penalty: 5036.216797
	Iteration 21Q: 3 clusters Score -4556981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -4556983.500000 Penalty: 5036.216797
	Iteration 22Q: 3 clusters Score -4556984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -4556994.000000 Penalty: 5036.216797
	Iteration 23Q: 3 clusters Score -4556994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 25418 members 
Entering Unmasked Estep 
Score: -4557000.000000 Penalty: 5036.216797
	Iteration 24Q: 3 clusters Score -4557000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -4557002.000000 Penalty: 5036.216797
	Iteration 25Q: 3 clusters Score -4557002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -4557013.000000 Penalty: 5036.216797
	Iteration 26Q: 3 clusters Score -4557013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -4557025.500000 Penalty: 5036.216797
	Iteration 27Q: 3 clusters Score -4557026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -4557033.000000 Penalty: 5036.216797
	Iteration 28Q: 3 clusters Score -4557033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -4557043.500000 Penalty: 5036.216797
	Iteration 29Q: 3 clusters Score -4557044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -4557046.500000 Penalty: 5036.216797
	Iteration 30Q: 3 clusters Score -4557046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -4557048.500000 Penalty: 5036.216797
	Iteration 31Q: 3 clusters Score -4557048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -4557056.500000 Penalty: 5036.216797
	Iteration 32Q: 3 clusters Score -4557056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -4557056.500000 Penalty: 5036.216797
	Iteration 33F: 3 clusters Score -4557056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (55761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55761 members 
Entering Unmasked Estep 
Score: -10373253.000000 Penalty: 2710.349854
	Iteration 0F: 2 clusters Score -1.037325e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -10346651.000000 Penalty: 5420.699707
	Iteration 0F: 3 clusters Score -1.034665e+07 nChanged 25881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 27700 members 
Entering Unmasked Estep 
Score: -10360977.000000 Penalty: 5420.699707
	Iteration 1F: 3 clusters Score -1.036098e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -10361592.000000 Penalty: 5420.699707
	Iteration 2Q: 3 clusters Score -1.036159e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -10362114.000000 Penalty: 5420.699707
	Iteration 3Q: 3 clusters Score -1.036211e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -10362705.000000 Penalty: 5420.699707
	Iteration 4Q: 3 clusters Score -1.03627e+07 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 26996 members 
Entering Unmasked Estep 
Score: -10363337.000000 Penalty: 5420.699707
	Iteration 5Q: 3 clusters Score -1.036334e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -10364170.000000 Penalty: 5420.699707
	Iteration 6Q: 3 clusters Score -1.036417e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -10365232.000000 Penalty: 5420.699707
	Iteration 7Q: 3 clusters Score -1.036523e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -10366443.000000 Penalty: 5420.699707
	Iteration 8Q: 3 clusters Score -1.036644e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31430 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -10367784.000000 Penalty: 5420.699707
	Iteration 9Q: 3 clusters Score -1.036778e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32433 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -10369398.000000 Penalty: 5420.699707
	Iteration 10Q: 3 clusters Score -1.03694e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -10370755.000000 Penalty: 5420.699707
	Iteration 11Q: 3 clusters Score -1.037076e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -10371937.000000 Penalty: 5420.699707
	Iteration 12Q: 3 clusters Score -1.037194e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -10372661.000000 Penalty: 5420.699707
	Iteration 13Q: 3 clusters Score -1.037266e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35210 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -10372985.000000 Penalty: 5420.699707
	Iteration 14Q: 3 clusters Score -1.037298e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -10373297.000000 Penalty: 5420.699707
	Iteration 15Q: 3 clusters Score -1.03733e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -10373543.000000 Penalty: 5420.699707
	Iteration 16Q: 3 clusters Score -1.037354e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -10373744.000000 Penalty: 5420.699707
	Iteration 17Q: 3 clusters Score -1.037374e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -10373895.000000 Penalty: 5420.699707
	Iteration 18Q: 3 clusters Score -1.03739e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -10374032.000000 Penalty: 5420.699707
	Iteration 19Q: 3 clusters Score -1.037403e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -10374224.000000 Penalty: 5420.699707
	Iteration 20F: 3 clusters Score -1.037422e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -10374350.000000 Penalty: 5420.699707
	Iteration 21Q: 3 clusters Score -1.037435e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37840 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -10374433.000000 Penalty: 5420.699707
	Iteration 22Q: 3 clusters Score -1.037443e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -10374550.000000 Penalty: 5420.699707
	Iteration 23Q: 3 clusters Score -1.037455e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38141 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -10374615.000000 Penalty: 5420.699707
	Iteration 24Q: 3 clusters Score -1.037462e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -10374671.000000 Penalty: 5420.699707
	Iteration 25Q: 3 clusters Score -1.037467e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38390 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -10374729.000000 Penalty: 5420.699707
	Iteration 26Q: 3 clusters Score -1.037473e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -10374787.000000 Penalty: 5420.699707
	Iteration 27Q: 3 clusters Score -1.037479e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38621 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -10374830.000000 Penalty: 5420.699707
	Iteration 28Q: 3 clusters Score -1.037483e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -10374898.000000 Penalty: 5420.699707
	Iteration 29Q: 3 clusters Score -1.03749e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -10374969.000000 Penalty: 5420.699707
	Iteration 30Q: 3 clusters Score -1.037497e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38776 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -10374987.000000 Penalty: 5420.699707
	Iteration 31Q: 3 clusters Score -1.037499e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38814 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -10375008.000000 Penalty: 5420.699707
	Iteration 32Q: 3 clusters Score -1.037501e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -10375006.000000 Penalty: 5420.699707
	Iteration 33Q: 3 clusters Score -1.037501e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -10375033.000000 Penalty: 5420.699707
	Iteration 34Q: 3 clusters Score -1.037503e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -10375042.000000 Penalty: 5420.699707
	Iteration 35Q: 3 clusters Score -1.037504e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -10375054.000000 Penalty: 5420.699707
	Iteration 36Q: 3 clusters Score -1.037505e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38947 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -10375095.000000 Penalty: 5420.699707
	Iteration 37Q: 3 clusters Score -1.03751e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -10375075.000000 Penalty: 5420.699707
	Iteration 38Q: 3 clusters Score -1.037508e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -10375077.000000 Penalty: 5420.699707
	Iteration 39Q: 3 clusters Score -1.037508e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38914 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -10375080.000000 Penalty: 5420.699707
	Iteration 40F: 3 clusters Score -1.037508e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38875 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -10375092.000000 Penalty: 5420.699707
	Iteration 41Q: 3 clusters Score -1.037509e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -10375119.000000 Penalty: 5420.699707
	Iteration 42Q: 3 clusters Score -1.037512e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -10375122.000000 Penalty: 5420.699707
	Iteration 43Q: 3 clusters Score -1.037512e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -10375152.000000 Penalty: 5420.699707
	Iteration 44Q: 3 clusters Score -1.037515e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38722 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -10375187.000000 Penalty: 5420.699707
	Iteration 45Q: 3 clusters Score -1.037519e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38698 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -10375219.000000 Penalty: 5420.699707
	Iteration 46Q: 3 clusters Score -1.037522e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -10375213.000000 Penalty: 5420.699707
	Iteration 47Q: 3 clusters Score -1.037521e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38649 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -10375242.000000 Penalty: 5420.699707
	Iteration 48Q: 3 clusters Score -1.037524e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38649 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -10375226.000000 Penalty: 5420.699707
	Iteration 49Q: 3 clusters Score -1.037523e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -10375279.000000 Penalty: 5420.699707
	Iteration 50Q: 3 clusters Score -1.037528e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -10375256.000000 Penalty: 5420.699707
	Iteration 51Q: 3 clusters Score -1.037526e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -10375259.000000 Penalty: 5420.699707
	Iteration 52Q: 3 clusters Score -1.037526e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38649 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -10375276.000000 Penalty: 5420.699707
	Iteration 53Q: 3 clusters Score -1.037528e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -10375278.000000 Penalty: 5420.699707
	Iteration 54Q: 3 clusters Score -1.037528e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -10375275.000000 Penalty: 5420.699707
	Iteration 55Q: 3 clusters Score -1.037528e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -10375288.000000 Penalty: 5420.699707
	Iteration 56Q: 3 clusters Score -1.037529e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38627 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -10375286.000000 Penalty: 5420.699707
	Iteration 57Q: 3 clusters Score -1.037529e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38629 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -10375290.000000 Penalty: 5420.699707
	Iteration 58Q: 3 clusters Score -1.037529e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -10375291.000000 Penalty: 5420.699707
	Iteration 59Q: 3 clusters Score -1.037529e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -10375285.000000 Penalty: 5420.699707
	Iteration 60F: 3 clusters Score -1.037528e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -10375295.000000 Penalty: 5420.699707
	Iteration 61Q: 3 clusters Score -1.03753e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -10375300.000000 Penalty: 5420.699707
	Iteration 62Q: 3 clusters Score -1.03753e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -10375323.000000 Penalty: 5420.699707
	Iteration 63Q: 3 clusters Score -1.037532e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -10375352.000000 Penalty: 5420.699707
	Iteration 64Q: 3 clusters Score -1.037535e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -10375375.000000 Penalty: 5420.699707
	Iteration 65Q: 3 clusters Score -1.037538e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38648 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -10375336.000000 Penalty: 5420.699707
	Iteration 66Q: 3 clusters Score -1.037534e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -10375355.000000 Penalty: 5420.699707
	Iteration 67Q: 3 clusters Score -1.037536e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38654 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -10375342.000000 Penalty: 5420.699707
	Iteration 68Q: 3 clusters Score -1.037534e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -10375381.000000 Penalty: 5420.699707
	Iteration 69Q: 3 clusters Score -1.037538e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -10375389.000000 Penalty: 5420.699707
	Iteration 70Q: 3 clusters Score -1.037539e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -10375380.000000 Penalty: 5420.699707
	Iteration 71Q: 3 clusters Score -1.037538e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -10375375.000000 Penalty: 5420.699707
	Iteration 72Q: 3 clusters Score -1.037538e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -10375374.000000 Penalty: 5420.699707
	Iteration 73Q: 3 clusters Score -1.037537e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -10375395.000000 Penalty: 5420.699707
	Iteration 74Q: 3 clusters Score -1.03754e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -10375380.000000 Penalty: 5420.699707
	Iteration 75Q: 3 clusters Score -1.037538e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -10375381.000000 Penalty: 5420.699707
	Iteration 76Q: 3 clusters Score -1.037538e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -10375383.000000 Penalty: 5420.699707
	Iteration 77Q: 3 clusters Score -1.037538e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -10375373.000000 Penalty: 5420.699707
	Iteration 78Q: 3 clusters Score -1.037537e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38763 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -10375400.000000 Penalty: 5420.699707
	Iteration 79Q: 3 clusters Score -1.03754e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -10375400.000000 Penalty: 5420.699707
	Iteration 80F: 3 clusters Score -1.03754e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -10375413.000000 Penalty: 5420.699707
	Iteration 81Q: 3 clusters Score -1.037541e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -10375427.000000 Penalty: 5420.699707
	Iteration 82Q: 3 clusters Score -1.037543e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38811 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -10375406.000000 Penalty: 5420.699707
	Iteration 83Q: 3 clusters Score -1.037541e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -10375410.000000 Penalty: 5420.699707
	Iteration 84Q: 3 clusters Score -1.037541e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -10375418.000000 Penalty: 5420.699707
	Iteration 85Q: 3 clusters Score -1.037542e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -10375410.000000 Penalty: 5420.699707
	Iteration 86Q: 3 clusters Score -1.037541e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -10375407.000000 Penalty: 5420.699707
	Iteration 87Q: 3 clusters Score -1.037541e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38829 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -10375419.000000 Penalty: 5420.699707
	Iteration 88Q: 3 clusters Score -1.037542e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -10375420.000000 Penalty: 5420.699707
	Iteration 89Q: 3 clusters Score -1.037542e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -10375428.000000 Penalty: 5420.699707
	Iteration 90Q: 3 clusters Score -1.037543e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -10375436.000000 Penalty: 5420.699707
	Iteration 91Q: 3 clusters Score -1.037544e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38804 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -10375440.000000 Penalty: 5420.699707
	Iteration 92Q: 3 clusters Score -1.037544e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -10375468.000000 Penalty: 5420.699707
	Iteration 93Q: 3 clusters Score -1.037547e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -10375458.000000 Penalty: 5420.699707
	Iteration 94Q: 3 clusters Score -1.037546e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -10375455.000000 Penalty: 5420.699707
	Iteration 95Q: 3 clusters Score -1.037546e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -10375452.000000 Penalty: 5420.699707
	Iteration 96Q: 3 clusters Score -1.037545e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38796 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -10375458.000000 Penalty: 5420.699707
	Iteration 97Q: 3 clusters Score -1.037546e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -10375453.000000 Penalty: 5420.699707
	Iteration 98Q: 3 clusters Score -1.037545e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -10375466.000000 Penalty: 5420.699707
	Iteration 99Q: 3 clusters Score -1.037547e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -10375469.000000 Penalty: 5420.699707
	Iteration 100F: 3 clusters Score -1.037547e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38811 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -10375470.000000 Penalty: 5420.699707
	Iteration 101Q: 3 clusters Score -1.037547e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -10375454.000000 Penalty: 5420.699707
	Iteration 102Q: 3 clusters Score -1.037545e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38798 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -10375456.000000 Penalty: 5420.699707
	Iteration 103Q: 3 clusters Score -1.037546e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -10375440.000000 Penalty: 5420.699707
	Iteration 104Q: 3 clusters Score -1.037544e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38790 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -10375459.000000 Penalty: 5420.699707
	Iteration 105Q: 3 clusters Score -1.037546e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38791 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -10375468.000000 Penalty: 5420.699707
	Iteration 106Q: 3 clusters Score -1.037547e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -10375465.000000 Penalty: 5420.699707
	Iteration 107Q: 3 clusters Score -1.037546e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38794 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -10375463.000000 Penalty: 5420.699707
	Iteration 108Q: 3 clusters Score -1.037546e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38788 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -10375461.000000 Penalty: 5420.699707
	Iteration 109Q: 3 clusters Score -1.037546e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38785 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -10375459.000000 Penalty: 5420.699707
	Iteration 110Q: 3 clusters Score -1.037546e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38780 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -10375479.000000 Penalty: 5420.699707
	Iteration 111Q: 3 clusters Score -1.037548e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -10375464.000000 Penalty: 5420.699707
	Iteration 112Q: 3 clusters Score -1.037546e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 16993 members 
Entering Unmasked Estep 
Score: -10375466.000000 Penalty: 5420.699707
	Iteration 113Q: 3 clusters Score -1.037547e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38759 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -10375487.000000 Penalty: 5420.699707
	Iteration 114Q: 3 clusters Score -1.037549e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -10375483.000000 Penalty: 5420.699707
	Iteration 115Q: 3 clusters Score -1.037548e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -10375476.000000 Penalty: 5420.699707
	Iteration 116Q: 3 clusters Score -1.037548e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38747 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -10375452.000000 Penalty: 5420.699707
	Iteration 117Q: 3 clusters Score -1.037545e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38739 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -10375475.000000 Penalty: 5420.699707
	Iteration 118Q: 3 clusters Score -1.037548e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38732 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -10375479.000000 Penalty: 5420.699707
	Iteration 119Q: 3 clusters Score -1.037548e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38733 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -10375507.000000 Penalty: 5420.699707
	Iteration 120F: 3 clusters Score -1.037551e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -10375500.000000 Penalty: 5420.699707
	Iteration 121Q: 3 clusters Score -1.03755e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -10375477.000000 Penalty: 5420.699707
	Iteration 122Q: 3 clusters Score -1.037548e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38719 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -10375479.000000 Penalty: 5420.699707
	Iteration 123Q: 3 clusters Score -1.037548e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -10375491.000000 Penalty: 5420.699707
	Iteration 124Q: 3 clusters Score -1.037549e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -10375491.000000 Penalty: 5420.699707
	Iteration 125Q: 3 clusters Score -1.037549e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -10375485.000000 Penalty: 5420.699707
	Iteration 126Q: 3 clusters Score -1.037548e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -10375496.000000 Penalty: 5420.699707
	Iteration 127Q: 3 clusters Score -1.03755e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -10375481.000000 Penalty: 5420.699707
	Iteration 128Q: 3 clusters Score -1.037548e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -10375491.000000 Penalty: 5420.699707
	Iteration 129Q: 3 clusters Score -1.037549e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -10375476.000000 Penalty: 5420.699707
	Iteration 130Q: 3 clusters Score -1.037548e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -10375494.000000 Penalty: 5420.699707
	Iteration 131Q: 3 clusters Score -1.037549e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -10375487.000000 Penalty: 5420.699707
	Iteration 132Q: 3 clusters Score -1.037549e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -10375487.000000 Penalty: 5420.699707
	Iteration 133Q: 3 clusters Score -1.037549e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38652 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -10375485.000000 Penalty: 5420.699707
	Iteration 134Q: 3 clusters Score -1.037548e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38646 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -10375510.000000 Penalty: 5420.699707
	Iteration 135Q: 3 clusters Score -1.037551e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38641 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -10375522.000000 Penalty: 5420.699707
	Iteration 136Q: 3 clusters Score -1.037552e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -10375524.000000 Penalty: 5420.699707
	Iteration 137Q: 3 clusters Score -1.037552e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -10375533.000000 Penalty: 5420.699707
	Iteration 138Q: 3 clusters Score -1.037553e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -10375533.000000 Penalty: 5420.699707
	Iteration 139Q: 3 clusters Score -1.037553e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -10375534.000000 Penalty: 5420.699707
	Iteration 140F: 3 clusters Score -1.037553e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -10375542.000000 Penalty: 5420.699707
	Iteration 141Q: 3 clusters Score -1.037554e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -10375545.000000 Penalty: 5420.699707
	Iteration 142Q: 3 clusters Score -1.037554e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -10375544.000000 Penalty: 5420.699707
	Iteration 143Q: 3 clusters Score -1.037554e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -10375543.000000 Penalty: 5420.699707
	Iteration 144Q: 3 clusters Score -1.037554e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38621 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -10375548.000000 Penalty: 5420.699707
	Iteration 145Q: 3 clusters Score -1.037555e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38613 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -10375537.000000 Penalty: 5420.699707
	Iteration 146Q: 3 clusters Score -1.037554e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -10375528.000000 Penalty: 5420.699707
	Iteration 147Q: 3 clusters Score -1.037553e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -10375524.000000 Penalty: 5420.699707
	Iteration 148Q: 3 clusters Score -1.037552e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -10375541.000000 Penalty: 5420.699707
	Iteration 149Q: 3 clusters Score -1.037554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -10375549.000000 Penalty: 5420.699707
	Iteration 150Q: 3 clusters Score -1.037555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -10375549.000000 Penalty: 5420.699707
	Iteration 151Q: 3 clusters Score -1.037555e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -10375562.000000 Penalty: 5420.699707
	Iteration 152Q: 3 clusters Score -1.037556e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -10375564.000000 Penalty: 5420.699707
	Iteration 153Q: 3 clusters Score -1.037556e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -10375561.000000 Penalty: 5420.699707
	Iteration 154Q: 3 clusters Score -1.037556e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -10375570.000000 Penalty: 5420.699707
	Iteration 155Q: 3 clusters Score -1.037557e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -10375570.000000 Penalty: 5420.699707
	Iteration 156Q: 3 clusters Score -1.037557e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -10375576.000000 Penalty: 5420.699707
	Iteration 157Q: 3 clusters Score -1.037558e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -10375564.000000 Penalty: 5420.699707
	Iteration 158Q: 3 clusters Score -1.037556e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38609 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -10375569.000000 Penalty: 5420.699707
	Iteration 159Q: 3 clusters Score -1.037557e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -10375570.000000 Penalty: 5420.699707
	Iteration 160F: 3 clusters Score -1.037557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -10375559.000000 Penalty: 5420.699707
	Iteration 161Q: 3 clusters Score -1.037556e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -10375551.000000 Penalty: 5420.699707
	Iteration 162Q: 3 clusters Score -1.037555e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -10375548.000000 Penalty: 5420.699707
	Iteration 163Q: 3 clusters Score -1.037555e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -10375562.000000 Penalty: 5420.699707
	Iteration 164Q: 3 clusters Score -1.037556e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -10375552.000000 Penalty: 5420.699707
	Iteration 165Q: 3 clusters Score -1.037555e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -10375557.000000 Penalty: 5420.699707
	Iteration 166Q: 3 clusters Score -1.037556e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -10375548.000000 Penalty: 5420.699707
	Iteration 167Q: 3 clusters Score -1.037555e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -10375553.000000 Penalty: 5420.699707
	Iteration 168Q: 3 clusters Score -1.037555e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -10375554.000000 Penalty: 5420.699707
	Iteration 169Q: 3 clusters Score -1.037555e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -10375549.000000 Penalty: 5420.699707
	Iteration 170Q: 3 clusters Score -1.037555e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -10375563.000000 Penalty: 5420.699707
	Iteration 171Q: 3 clusters Score -1.037556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -10375557.000000 Penalty: 5420.699707
	Iteration 172Q: 3 clusters Score -1.037556e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -10375534.000000 Penalty: 5420.699707
	Iteration 173Q: 3 clusters Score -1.037553e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -10375527.000000 Penalty: 5420.699707
	Iteration 174Q: 3 clusters Score -1.037553e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38621 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -10375533.000000 Penalty: 5420.699707
	Iteration 175Q: 3 clusters Score -1.037553e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -10375517.000000 Penalty: 5420.699707
	Iteration 176Q: 3 clusters Score -1.037552e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -10375536.000000 Penalty: 5420.699707
	Iteration 177Q: 3 clusters Score -1.037554e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -10375546.000000 Penalty: 5420.699707
	Iteration 178Q: 3 clusters Score -1.037555e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -10375548.000000 Penalty: 5420.699707
	Iteration 179Q: 3 clusters Score -1.037555e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38624 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -10375534.000000 Penalty: 5420.699707
	Iteration 180F: 3 clusters Score -1.037553e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -10375528.000000 Penalty: 5420.699707
	Iteration 181Q: 3 clusters Score -1.037553e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38613 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -10375529.000000 Penalty: 5420.699707
	Iteration 182Q: 3 clusters Score -1.037553e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38607 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -10375538.000000 Penalty: 5420.699707
	Iteration 183Q: 3 clusters Score -1.037554e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38599 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -10375539.000000 Penalty: 5420.699707
	Iteration 184Q: 3 clusters Score -1.037554e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -10375539.000000 Penalty: 5420.699707
	Iteration 185Q: 3 clusters Score -1.037554e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38577 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -10375531.000000 Penalty: 5420.699707
	Iteration 186Q: 3 clusters Score -1.037553e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -10375537.000000 Penalty: 5420.699707
	Iteration 187Q: 3 clusters Score -1.037554e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38557 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -10375543.000000 Penalty: 5420.699707
	Iteration 188Q: 3 clusters Score -1.037554e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -10375537.000000 Penalty: 5420.699707
	Iteration 189Q: 3 clusters Score -1.037554e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -10375535.000000 Penalty: 5420.699707
	Iteration 190Q: 3 clusters Score -1.037554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -10375526.000000 Penalty: 5420.699707
	Iteration 191Q: 3 clusters Score -1.037553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -10375526.000000 Penalty: 5420.699707
	Iteration 192Q: 3 clusters Score -1.037553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -10375532.000000 Penalty: 5420.699707
	Iteration 193Q: 3 clusters Score -1.037553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38550 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -10375537.000000 Penalty: 5420.699707
	Iteration 194Q: 3 clusters Score -1.037554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38550 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -10375529.000000 Penalty: 5420.699707
	Iteration 195Q: 3 clusters Score -1.037553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38551 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -10375536.000000 Penalty: 5420.699707
	Iteration 196Q: 3 clusters Score -1.037554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38552 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -10375531.000000 Penalty: 5420.699707
	Iteration 197Q: 3 clusters Score -1.037553e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38556 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -10375527.000000 Penalty: 5420.699707
	Iteration 198Q: 3 clusters Score -1.037553e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38562 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -10375527.000000 Penalty: 5420.699707
	Iteration 199Q: 3 clusters Score -1.037553e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -10375524.000000 Penalty: 5420.699707
	Iteration 200F: 3 clusters Score -1.037552e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -10375528.000000 Penalty: 5420.699707
	Iteration 201Q: 3 clusters Score -1.037553e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -10375531.000000 Penalty: 5420.699707
	Iteration 202Q: 3 clusters Score -1.037553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -10375549.000000 Penalty: 5420.699707
	Iteration 203Q: 3 clusters Score -1.037555e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -10375551.000000 Penalty: 5420.699707
	Iteration 204Q: 3 clusters Score -1.037555e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38594 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -10375542.000000 Penalty: 5420.699707
	Iteration 205Q: 3 clusters Score -1.037554e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -10375550.000000 Penalty: 5420.699707
	Iteration 206Q: 3 clusters Score -1.037555e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -10375546.000000 Penalty: 5420.699707
	Iteration 207Q: 3 clusters Score -1.037555e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -10375548.000000 Penalty: 5420.699707
	Iteration 208Q: 3 clusters Score -1.037555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -10375545.000000 Penalty: 5420.699707
	Iteration 209Q: 3 clusters Score -1.037554e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -10375545.000000 Penalty: 5420.699707
	Iteration 210F: 3 clusters Score -1.037554e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 55670 members 
Mstep: Class 2 contains 52331 members 
Mstep: Class 3 contains 4571 members 
Mstep: Class 4 contains 361 members 
Mstep: Class 5 contains 49152 members 
Mstep: Class 6 contains 904 members 
Mstep: Class 7 contains 53951 members 
Mstep: Class 8 contains 673 members 
Mstep: Class 9 contains 860 members 
Mstep: Class 10 contains 971 members 
Mstep: Class 11 contains 45470 members 
Mstep: Class 12 contains 48832 members 
Mstep: Class 13 contains 1618 members 
Mstep: Class 14 contains 34757 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 26401 members 
Mstep: Class 18 contains 40092 members 
Mstep: Class 19 contains 25685 members 
Mstep: Class 20 contains 38598 members 
Mstep: Class 21 contains 61767 members 
Mstep: Class 22 contains 56011 members 
Mstep: Class 23 contains 17163 members 
Entering Unmasked Estep 
Score: -111134944.000000 Penalty: 76057.484375
Splitting cluster 20 changes total score from -111115472.000000 to -111134944.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 21 (61767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61767 members 
Entering Unmasked Estep 
Score: -11271830.000000 Penalty: 2735.718750
	Iteration 0F: 2 clusters Score -1.127183e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30883 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -11239446.000000 Penalty: 5471.437500
	Iteration 0F: 3 clusters Score -1.123945e+07 nChanged 28704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 30904 members 
Entering Unmasked Estep 
Score: -11255521.000000 Penalty: 5471.437500
	Iteration 1F: 3 clusters Score -1.125552e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -11256117.000000 Penalty: 5471.437500
	Iteration 2Q: 3 clusters Score -1.125612e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
Score: -11256896.000000 Penalty: 5471.437500
	Iteration 3Q: 3 clusters Score -1.12569e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -11257791.000000 Penalty: 5471.437500
	Iteration 4Q: 3 clusters Score -1.125779e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -11259064.000000 Penalty: 5471.437500
	Iteration 5Q: 3 clusters Score -1.125906e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -11260729.000000 Penalty: 5471.437500
	Iteration 6F: 3 clusters Score -1.126073e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -11263040.000000 Penalty: 5471.437500
	Iteration 7F: 3 clusters Score -1.126304e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 23502 members 
Entering Unmasked Estep 
Score: -11265842.000000 Penalty: 5471.437500
	Iteration 8F: 3 clusters Score -1.126584e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41274 members 
Mstep: Class 2 contains 20493 members 
Entering Unmasked Estep 
Score: -11269195.000000 Penalty: 5471.437500
	Iteration 9F: 3 clusters Score -1.12692e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44316 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -11271614.000000 Penalty: 5471.437500
	Iteration 10F: 3 clusters Score -1.127161e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46992 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -11272900.000000 Penalty: 5471.437500
	Iteration 11Q: 3 clusters Score -1.12729e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49042 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -11273267.000000 Penalty: 5471.437500
	Iteration 12Q: 3 clusters Score -1.127327e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50676 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -11273391.000000 Penalty: 5471.437500
	Iteration 13Q: 3 clusters Score -1.127339e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51856 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -11273315.000000 Penalty: 5471.437500
	Iteration 14Q: 3 clusters Score -1.127332e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52688 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -11273214.000000 Penalty: 5471.437500
	Iteration 15Q: 3 clusters Score -1.127321e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53336 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -11273126.000000 Penalty: 5471.437500
	Iteration 16Q: 3 clusters Score -1.127313e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53866 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -11273051.000000 Penalty: 5471.437500
	Iteration 17Q: 3 clusters Score -1.127305e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54330 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -11272915.000000 Penalty: 5471.437500
	Iteration 18Q: 3 clusters Score -1.127292e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54717 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -11272823.000000 Penalty: 5471.437500
	Iteration 19Q: 3 clusters Score -1.127282e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55064 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -11272707.000000 Penalty: 5471.437500
	Iteration 20F: 3 clusters Score -1.127271e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55389 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -11272597.000000 Penalty: 5471.437500
	Iteration 21Q: 3 clusters Score -1.12726e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55668 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -11272553.000000 Penalty: 5471.437500
	Iteration 22Q: 3 clusters Score -1.127255e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55939 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -11272498.000000 Penalty: 5471.437500
	Iteration 23Q: 3 clusters Score -1.12725e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56164 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -11272474.000000 Penalty: 5471.437500
	Iteration 24Q: 3 clusters Score -1.127247e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56344 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -11272386.000000 Penalty: 5471.437500
	Iteration 25Q: 3 clusters Score -1.127239e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56519 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -11272342.000000 Penalty: 5471.437500
	Iteration 26Q: 3 clusters Score -1.127234e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56664 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -11272290.000000 Penalty: 5471.437500
	Iteration 27Q: 3 clusters Score -1.127229e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56772 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -11272255.000000 Penalty: 5471.437500
	Iteration 28Q: 3 clusters Score -1.127226e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56886 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -11272195.000000 Penalty: 5471.437500
	Iteration 29Q: 3 clusters Score -1.12722e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57001 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -11272162.000000 Penalty: 5471.437500
	Iteration 30Q: 3 clusters Score -1.127216e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57106 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -11272128.000000 Penalty: 5471.437500
	Iteration 31Q: 3 clusters Score -1.127213e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57189 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -11272122.000000 Penalty: 5471.437500
	Iteration 32Q: 3 clusters Score -1.127212e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57252 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -11272095.000000 Penalty: 5471.437500
	Iteration 33Q: 3 clusters Score -1.12721e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57310 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -11272087.000000 Penalty: 5471.437500
	Iteration 34Q: 3 clusters Score -1.127209e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57371 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -11272060.000000 Penalty: 5471.437500
	Iteration 35Q: 3 clusters Score -1.127206e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57433 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -11272059.000000 Penalty: 5471.437500
	Iteration 36Q: 3 clusters Score -1.127206e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57491 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -11272049.000000 Penalty: 5471.437500
	Iteration 37Q: 3 clusters Score -1.127205e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57549 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -11272040.000000 Penalty: 5471.437500
	Iteration 38Q: 3 clusters Score -1.127204e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57598 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -11272045.000000 Penalty: 5471.437500
	Iteration 39Q: 3 clusters Score -1.127204e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57636 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -11272026.000000 Penalty: 5471.437500
	Iteration 40F: 3 clusters Score -1.127203e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57675 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -11271999.000000 Penalty: 5471.437500
	Iteration 41Q: 3 clusters Score -1.1272e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57712 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -11271974.000000 Penalty: 5471.437500
	Iteration 42Q: 3 clusters Score -1.127197e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57746 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -11271977.000000 Penalty: 5471.437500
	Iteration 43Q: 3 clusters Score -1.127198e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57778 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -11271959.000000 Penalty: 5471.437500
	Iteration 44Q: 3 clusters Score -1.127196e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57811 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -11271939.000000 Penalty: 5471.437500
	Iteration 45Q: 3 clusters Score -1.127194e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57839 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -11271928.000000 Penalty: 5471.437500
	Iteration 46Q: 3 clusters Score -1.127193e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57872 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -11271898.000000 Penalty: 5471.437500
	Iteration 47Q: 3 clusters Score -1.12719e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57896 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -11271904.000000 Penalty: 5471.437500
	Iteration 48Q: 3 clusters Score -1.12719e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57919 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -11271894.000000 Penalty: 5471.437500
	Iteration 49Q: 3 clusters Score -1.127189e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57943 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -11271881.000000 Penalty: 5471.437500
	Iteration 50Q: 3 clusters Score -1.127188e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57962 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -11271883.000000 Penalty: 5471.437500
	Iteration 51Q: 3 clusters Score -1.127188e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57973 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -11271860.000000 Penalty: 5471.437500
	Iteration 52Q: 3 clusters Score -1.127186e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57986 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -11271859.000000 Penalty: 5471.437500
	Iteration 53Q: 3 clusters Score -1.127186e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57999 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -11271852.000000 Penalty: 5471.437500
	Iteration 54Q: 3 clusters Score -1.127185e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58012 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -11271845.000000 Penalty: 5471.437500
	Iteration 55Q: 3 clusters Score -1.127184e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58021 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -11271845.000000 Penalty: 5471.437500
	Iteration 56Q: 3 clusters Score -1.127184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58025 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -11271835.000000 Penalty: 5471.437500
	Iteration 57Q: 3 clusters Score -1.127184e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58025 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -11271835.000000 Penalty: 5471.437500
	Iteration 58F: 3 clusters Score -1.127184e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 55670 members 
Mstep: Class 2 contains 52331 members 
Mstep: Class 3 contains 4571 members 
Mstep: Class 4 contains 361 members 
Mstep: Class 5 contains 49152 members 
Mstep: Class 6 contains 904 members 
Mstep: Class 7 contains 53951 members 
Mstep: Class 8 contains 673 members 
Mstep: Class 9 contains 860 members 
Mstep: Class 10 contains 971 members 
Mstep: Class 11 contains 45470 members 
Mstep: Class 12 contains 48832 members 
Mstep: Class 13 contains 1618 members 
Mstep: Class 14 contains 34757 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 26401 members 
Mstep: Class 18 contains 40092 members 
Mstep: Class 19 contains 25685 members 
Mstep: Class 20 contains 38598 members 
Mstep: Class 21 contains 58025 members 
Mstep: Class 22 contains 56011 members 
Mstep: Class 23 contains 17163 members 
Mstep: Class 24 contains 3742 members 
Entering Unmasked Estep 
Score: -111134760.000000 Penalty: 79364.328125
Splitting cluster 21 changes total score from -111115472.000000 to -111134760.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 22 (56011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56011 members 
Entering Unmasked Estep 
Score: -10199192.000000 Penalty: 2711.459473
	Iteration 0F: 2 clusters Score -1.019919e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -10166852.000000 Penalty: 5422.918945
	Iteration 0F: 3 clusters Score -1.016685e+07 nChanged 26064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -10181153.000000 Penalty: 5422.918945
	Iteration 1F: 3 clusters Score -1.018115e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -10181995.000000 Penalty: 5422.918945
	Iteration 2Q: 3 clusters Score -1.0182e+07 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -10182972.000000 Penalty: 5422.918945
	Iteration 3Q: 3 clusters Score -1.018297e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -10184476.000000 Penalty: 5422.918945
	Iteration 4F: 3 clusters Score -1.018448e+07 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
Score: -10186716.000000 Penalty: 5422.918945
	Iteration 5F: 3 clusters Score -1.018672e+07 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 39708 members 
Entering Unmasked Estep 
Score: -10189712.000000 Penalty: 5422.918945
	Iteration 6F: 3 clusters Score -1.018971e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12795 members 
Mstep: Class 2 contains 43216 members 
Entering Unmasked Estep 
Score: -10193166.000000 Penalty: 5422.918945
	Iteration 7F: 3 clusters Score -1.019317e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 46469 members 
Entering Unmasked Estep 
Score: -10195990.000000 Penalty: 5422.918945
	Iteration 8F: 3 clusters Score -1.019599e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 49051 members 
Entering Unmasked Estep 
Score: -10197583.000000 Penalty: 5422.918945
	Iteration 9F: 3 clusters Score -1.019758e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 50689 members 
Entering Unmasked Estep 
Score: -10198517.000000 Penalty: 5422.918945
	Iteration 10Q: 3 clusters Score -1.019852e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 51567 members 
Entering Unmasked Estep 
Score: -10198793.000000 Penalty: 5422.918945
	Iteration 11Q: 3 clusters Score -1.019879e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 52078 members 
Entering Unmasked Estep 
Score: -10198851.000000 Penalty: 5422.918945
	Iteration 12Q: 3 clusters Score -1.019885e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 52445 members 
Entering Unmasked Estep 
Score: -10198837.000000 Penalty: 5422.918945
	Iteration 13Q: 3 clusters Score -1.019884e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 52719 members 
Entering Unmasked Estep 
Score: -10198795.000000 Penalty: 5422.918945
	Iteration 14Q: 3 clusters Score -1.01988e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 52942 members 
Entering Unmasked Estep 
Score: -10198692.000000 Penalty: 5422.918945
	Iteration 15Q: 3 clusters Score -1.019869e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 53130 members 
Entering Unmasked Estep 
Score: -10198627.000000 Penalty: 5422.918945
	Iteration 16Q: 3 clusters Score -1.019863e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 53281 members 
Entering Unmasked Estep 
Score: -10198554.000000 Penalty: 5422.918945
	Iteration 17Q: 3 clusters Score -1.019855e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 53380 members 
Entering Unmasked Estep 
Score: -10198513.000000 Penalty: 5422.918945
	Iteration 18Q: 3 clusters Score -1.019851e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 53471 members 
Entering Unmasked Estep 
Score: -10198515.000000 Penalty: 5422.918945
	Iteration 19Q: 3 clusters Score -1.019852e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 53540 members 
Entering Unmasked Estep 
Score: -10198494.000000 Penalty: 5422.918945
	Iteration 20F: 3 clusters Score -1.019849e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 53607 members 
Entering Unmasked Estep 
Score: -10198450.000000 Penalty: 5422.918945
	Iteration 21Q: 3 clusters Score -1.019845e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 53672 members 
Entering Unmasked Estep 
Score: -10198448.000000 Penalty: 5422.918945
	Iteration 22Q: 3 clusters Score -1.019845e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 53731 members 
Entering Unmasked Estep 
Score: -10198419.000000 Penalty: 5422.918945
	Iteration 23Q: 3 clusters Score -1.019842e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 53786 members 
Entering Unmasked Estep 
Score: -10198431.000000 Penalty: 5422.918945
	Iteration 24Q: 3 clusters Score -1.019843e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 53840 members 
Entering Unmasked Estep 
Score: -10198413.000000 Penalty: 5422.918945
	Iteration 25Q: 3 clusters Score -1.019841e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 53888 members 
Entering Unmasked Estep 
Score: -10198412.000000 Penalty: 5422.918945
	Iteration 26Q: 3 clusters Score -1.019841e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 53926 members 
Entering Unmasked Estep 
Score: -10198396.000000 Penalty: 5422.918945
	Iteration 27Q: 3 clusters Score -1.01984e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 53956 members 
Entering Unmasked Estep 
Score: -10198385.000000 Penalty: 5422.918945
	Iteration 28Q: 3 clusters Score -1.019838e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 53981 members 
Entering Unmasked Estep 
Score: -10198362.000000 Penalty: 5422.918945
	Iteration 29Q: 3 clusters Score -1.019836e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 53996 members 
Entering Unmasked Estep 
Score: -10198346.000000 Penalty: 5422.918945
	Iteration 30Q: 3 clusters Score -1.019835e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 54012 members 
Entering Unmasked Estep 
Score: -10198335.000000 Penalty: 5422.918945
	Iteration 31Q: 3 clusters Score -1.019834e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 54028 members 
Entering Unmasked Estep 
Score: -10198324.000000 Penalty: 5422.918945
	Iteration 32Q: 3 clusters Score -1.019832e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 54040 members 
Entering Unmasked Estep 
Score: -10198313.000000 Penalty: 5422.918945
	Iteration 33Q: 3 clusters Score -1.019831e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 54057 members 
Entering Unmasked Estep 
Score: -10198298.000000 Penalty: 5422.918945
	Iteration 34Q: 3 clusters Score -1.01983e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 54072 members 
Entering Unmasked Estep 
Score: -10198301.000000 Penalty: 5422.918945
	Iteration 35Q: 3 clusters Score -1.01983e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 54089 members 
Entering Unmasked Estep 
Score: -10198289.000000 Penalty: 5422.918945
	Iteration 36Q: 3 clusters Score -1.019829e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 54109 members 
Entering Unmasked Estep 
Score: -10198275.000000 Penalty: 5422.918945
	Iteration 37Q: 3 clusters Score -1.019828e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 54123 members 
Entering Unmasked Estep 
Score: -10198261.000000 Penalty: 5422.918945
	Iteration 38Q: 3 clusters Score -1.019826e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 54137 members 
Entering Unmasked Estep 
Score: -10198255.000000 Penalty: 5422.918945
	Iteration 39Q: 3 clusters Score -1.019826e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 54143 members 
Entering Unmasked Estep 
Score: -10198250.000000 Penalty: 5422.918945
	Iteration 40F: 3 clusters Score -1.019825e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 54149 members 
Entering Unmasked Estep 
Score: -10198244.000000 Penalty: 5422.918945
	Iteration 41Q: 3 clusters Score -1.019824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 54150 members 
Entering Unmasked Estep 
Score: -10198242.000000 Penalty: 5422.918945
	Iteration 42Q: 3 clusters Score -1.019824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 54152 members 
Entering Unmasked Estep 
Score: -10198245.000000 Penalty: 5422.918945
	Iteration 43Q: 3 clusters Score -1.019824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 54153 members 
Entering Unmasked Estep 
Score: -10198249.000000 Penalty: 5422.918945
	Iteration 44Q: 3 clusters Score -1.019825e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 54157 members 
Entering Unmasked Estep 
Score: -10198248.000000 Penalty: 5422.918945
	Iteration 45Q: 3 clusters Score -1.019825e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 54163 members 
Entering Unmasked Estep 
Score: -10198251.000000 Penalty: 5422.918945
	Iteration 46Q: 3 clusters Score -1.019825e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 54172 members 
Entering Unmasked Estep 
Score: -10198242.000000 Penalty: 5422.918945
	Iteration 47Q: 3 clusters Score -1.019824e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 54178 members 
Entering Unmasked Estep 
Score: -10198243.000000 Penalty: 5422.918945
	Iteration 48Q: 3 clusters Score -1.019824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 54184 members 
Entering Unmasked Estep 
Score: -10198242.000000 Penalty: 5422.918945
	Iteration 49Q: 3 clusters Score -1.019824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 54189 members 
Entering Unmasked Estep 
Score: -10198242.000000 Penalty: 5422.918945
	Iteration 50Q: 3 clusters Score -1.019824e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 54191 members 
Entering Unmasked Estep 
Score: -10198243.000000 Penalty: 5422.918945
	Iteration 51Q: 3 clusters Score -1.019824e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 54196 members 
Entering Unmasked Estep 
Score: -10198246.000000 Penalty: 5422.918945
	Iteration 52Q: 3 clusters Score -1.019825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 54197 members 
Entering Unmasked Estep 
Score: -10198246.000000 Penalty: 5422.918945
	Iteration 53Q: 3 clusters Score -1.019825e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 54198 members 
Entering Unmasked Estep 
Score: -10198235.000000 Penalty: 5422.918945
	Iteration 54Q: 3 clusters Score -1.019824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 54201 members 
Entering Unmasked Estep 
Score: -10198229.000000 Penalty: 5422.918945
	Iteration 55Q: 3 clusters Score -1.019823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 54202 members 
Entering Unmasked Estep 
Score: -10198229.000000 Penalty: 5422.918945
	Iteration 56Q: 3 clusters Score -1.019823e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 54203 members 
Entering Unmasked Estep 
Score: -10198225.000000 Penalty: 5422.918945
	Iteration 57Q: 3 clusters Score -1.019822e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 54204 members 
Entering Unmasked Estep 
Score: -10198226.000000 Penalty: 5422.918945
	Iteration 58Q: 3 clusters Score -1.019823e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 54204 members 
Entering Unmasked Estep 
Score: -10198226.000000 Penalty: 5422.918945
	Iteration 59F: 3 clusters Score -1.019823e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 55670 members 
Mstep: Class 2 contains 52331 members 
Mstep: Class 5 contains 49152 members 
Mstep: Class 7 contains 53951 members 
Mstep: Class 8 contains 673 members 
Mstep: Class 9 contains 860 members 
Mstep: Class 10 contains 971 members 
Mstep: Class 11 contains 45470 members 
Mstep: Class 12 contains 48832 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 26401 members 
Mstep: Class 19 contains 25685 members 
Mstep: Class 20 contains 38598 members 
Mstep: Class 21 contains 58025 members 
Mstep: Class 22 contains 56011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111146616.000000 Penalty: 79364.328125
Iteration 39Q: 25 clusters Score -1.111466e+08 nChanged 29150
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 55037 members 
Mstep: Class 2 contains 53773 members 
Mstep: Class 3 contains 4523 members 
Mstep: Class 4 contains 361 members 
Mstep: Class 5 contains 47584 members 
Mstep: Class 6 contains 891 members 
Mstep: Class 7 contains 53017 members 
Mstep: Class 8 contains 684 members 
Mstep: Class 9 contains 919 members 
Mstep: Class 10 contains 1068 members 
Mstep: Class 11 contains 45164 members 
Mstep: Class 12 contains 47594 members 
Mstep: Class 13 contains 1555 members 
Mstep: Class 14 contains 37682 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 27979 members 
Mstep: Class 18 contains 38759 members 
Mstep: Class 19 contains 25716 members 
Mstep: Class 20 contains 37808 members 
Mstep: Class 21 contains 59011 members 
Mstep: Class 22 contains 55450 members 
Mstep: Class 23 contains 17569 members 
Mstep: Class 24 contains 3700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111158704.000000 Penalty: 79364.328125
Iteration 40F: 25 clusters Score -1.111587e+08 nChanged 26657
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 52664 members 
Mstep: Class 2 contains 52951 members 
Mstep: Class 3 contains 4607 members 
Mstep: Class 4 contains 393 members 
Mstep: Class 5 contains 44951 members 
Mstep: Class 6 contains 905 members 
Mstep: Class 7 contains 50571 members 
Mstep: Class 8 contains 671 members 
Mstep: Class 9 contains 928 members 
Mstep: Class 10 contains 1090 members 
Mstep: Class 11 contains 45114 members 
Mstep: Class 12 contains 45257 members 
Mstep: Class 13 contains 1548 members 
Mstep: Class 14 contains 45116 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 29120 members 
Mstep: Class 18 contains 41498 members 
Mstep: Class 19 contains 25756 members 
Mstep: Class 20 contains 37218 members 
Mstep: Class 21 contains 57967 members 
Mstep: Class 22 contains 53479 members 
Mstep: Class 23 contains 20307 members 
Mstep: Class 24 contains 3788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111169344.000000 Penalty: 79364.328125
Iteration 41Q: 25 clusters Score -1.111693e+08 nChanged 20900
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 51094 members 
Mstep: Class 2 contains 52217 members 
Mstep: Class 3 contains 4677 members 
Mstep: Class 4 contains 394 members 
Mstep: Class 5 contains 43184 members 
Mstep: Class 6 contains 911 members 
Mstep: Class 7 contains 48519 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 934 members 
Mstep: Class 10 contains 1093 members 
Mstep: Class 11 contains 44069 members 
Mstep: Class 12 contains 43220 members 
Mstep: Class 13 contains 1549 members 
Mstep: Class 14 contains 51620 members 
Mstep: Class 15 contains 1322 members 
Mstep: Class 16 contains 624 members 
Mstep: Class 17 contains 30614 members 
Mstep: Class 18 contains 43217 members 
Mstep: Class 19 contains 25978 members 
Mstep: Class 20 contains 37056 members 
Mstep: Class 21 contains 56744 members 
Mstep: Class 22 contains 51799 members 
Mstep: Class 23 contains 22548 members 
Mstep: Class 24 contains 3803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111175256.000000 Penalty: 79364.328125
Iteration 42Q: 25 clusters Score -1.111753e+08 nChanged 19916
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 50049 members 
Mstep: Class 2 contains 51491 members 
Mstep: Class 3 contains 4741 members 
Mstep: Class 4 contains 394 members 
Mstep: Class 5 contains 42100 members 
Mstep: Class 6 contains 917 members 
Mstep: Class 7 contains 46938 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 934 members 
Mstep: Class 10 contains 1093 members 
Mstep: Class 11 contains 41302 members 
Mstep: Class 12 contains 41952 members 
Mstep: Class 13 contains 1553 members 
Mstep: Class 14 contains 57712 members 
Mstep: Class 15 contains 1324 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 32090 members 
Mstep: Class 18 contains 44173 members 
Mstep: Class 19 contains 26400 members 
Mstep: Class 20 contains 36786 members 
Mstep: Class 21 contains 55574 members 
Mstep: Class 22 contains 50631 members 
Mstep: Class 23 contains 24610 members 
Mstep: Class 24 contains 3798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111177480.000000 Penalty: 79364.328125
Iteration 43Q: 25 clusters Score -1.111775e+08 nChanged 19827
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 49434 members 
Mstep: Class 2 contains 50901 members 
Mstep: Class 3 contains 4778 members 
Mstep: Class 4 contains 394 members 
Mstep: Class 5 contains 41834 members 
Mstep: Class 6 contains 921 members 
Mstep: Class 7 contains 45937 members 
Mstep: Class 8 contains 664 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 1095 members 
Mstep: Class 11 contains 37742 members 
Mstep: Class 12 contains 40923 members 
Mstep: Class 13 contains 1556 members 
Mstep: Class 14 contains 62374 members 
Mstep: Class 15 contains 1325 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 33621 members 
Mstep: Class 18 contains 44673 members 
Mstep: Class 19 contains 27004 members 
Mstep: Class 20 contains 36481 members 
Mstep: Class 21 contains 54438 members 
Mstep: Class 22 contains 49793 members 
Mstep: Class 23 contains 26625 members 
Mstep: Class 24 contains 3778 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 25 clusters Score -1.111783e+08 nChanged 18314
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 49037 members 
Mstep: Class 2 contains 50455 members 
Mstep: Class 3 contains 4798 members 
Mstep: Class 4 contains 394 members 
Mstep: Class 5 contains 42119 members 
Mstep: Class 6 contains 920 members 
Mstep: Class 7 contains 45382 members 
Mstep: Class 8 contains 664 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 1098 members 
Mstep: Class 11 contains 34038 members 
Mstep: Class 12 contains 39980 members 
Mstep: Class 13 contains 1566 members 
Mstep: Class 14 contains 65372 members 
Mstep: Class 15 contains 1328 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 35268 members 
Mstep: Class 18 contains 44880 members 
Mstep: Class 19 contains 27632 members 
Mstep: Class 20 contains 36200 members 
Mstep: Class 21 contains 53578 members 
Mstep: Class 22 contains 49079 members 
Mstep: Class 23 contains 28735 members 
Mstep: Class 24 contains 3766 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 25 clusters Score -1.111784e+08 nChanged 16759
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 48717 members 
Mstep: Class 2 contains 50053 members 
Mstep: Class 3 contains 4816 members 
Mstep: Class 4 contains 394 members 
Mstep: Class 5 contains 42403 members 
Mstep: Class 6 contains 924 members 
Mstep: Class 7 contains 45025 members 
Mstep: Class 8 contains 664 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 31126 members 
Mstep: Class 12 contains 39395 members 
Mstep: Class 13 contains 1577 members 
Mstep: Class 14 contains 66519 members 
Mstep: Class 15 contains 1327 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 37175 members 
Mstep: Class 18 contains 44780 members 
Mstep: Class 19 contains 28226 members 
Mstep: Class 20 contains 35996 members 
Mstep: Class 21 contains 52916 members 
Mstep: Class 22 contains 48417 members 
Mstep: Class 23 contains 30996 members 
Mstep: Class 24 contains 3742 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 25 clusters Score -1.111795e+08 nChanged 15476
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 48439 members 
Mstep: Class 2 contains 49684 members 
Mstep: Class 3 contains 4818 members 
Mstep: Class 4 contains 394 members 
Mstep: Class 5 contains 42772 members 
Mstep: Class 6 contains 928 members 
Mstep: Class 7 contains 44949 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 1103 members 
Mstep: Class 11 contains 28836 members 
Mstep: Class 12 contains 39145 members 
Mstep: Class 13 contains 1583 members 
Mstep: Class 14 contains 66363 members 
Mstep: Class 15 contains 1329 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 39432 members 
Mstep: Class 18 contains 44336 members 
Mstep: Class 19 contains 28682 members 
Mstep: Class 20 contains 35593 members 
Mstep: Class 21 contains 52275 members 
Mstep: Class 22 contains 47918 members 
Mstep: Class 23 contains 33319 members 
Mstep: Class 24 contains 3726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111180056.000000 Penalty: 79364.328125
Iteration 47Q: 25 clusters Score -1.111801e+08 nChanged 15365
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 48202 members 
Mstep: Class 2 contains 49327 members 
Mstep: Class 3 contains 4827 members 
Mstep: Class 4 contains 394 members 
Mstep: Class 5 contains 43028 members 
Mstep: Class 6 contains 928 members 
Mstep: Class 7 contains 44935 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 27010 members 
Mstep: Class 12 contains 39007 members 
Mstep: Class 13 contains 1598 members 
Mstep: Class 14 contains 65366 members 
Mstep: Class 15 contains 1326 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 42269 members 
Mstep: Class 18 contains 43358 members 
Mstep: Class 19 contains 29053 members 
Mstep: Class 20 contains 35237 members 
Mstep: Class 21 contains 51715 members 
Mstep: Class 22 contains 47547 members 
Mstep: Class 23 contains 35687 members 
Mstep: Class 24 contains 3709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111181928.000000 Penalty: 79364.328125
Iteration 48Q: 25 clusters Score -1.111819e+08 nChanged 15734
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 48076 members 
Mstep: Class 2 contains 48995 members 
Mstep: Class 3 contains 4810 members 
Mstep: Class 4 contains 394 members 
Mstep: Class 5 contains 43237 members 
Mstep: Class 6 contains 930 members 
Mstep: Class 7 contains 44913 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 939 members 
Mstep: Class 10 contains 1099 members 
Mstep: Class 11 contains 25420 members 
Mstep: Class 12 contains 39227 members 
Mstep: Class 13 contains 1607 members 
Mstep: Class 14 contains 63904 members 
Mstep: Class 15 contains 1323 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 45443 members 
Mstep: Class 18 contains 41893 members 
Mstep: Class 19 contains 29395 members 
Mstep: Class 20 contains 34725 members 
Mstep: Class 21 contains 51177 members 
Mstep: Class 22 contains 47189 members 
Mstep: Class 23 contains 38173 members 
Mstep: Class 24 contains 3693 members 
Entering Unmasked Estep 
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Iteration 49Q: 25 clusters Score -1.111818e+08 nChanged 16739
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 48012 members 
Mstep: Class 2 contains 48633 members 
Mstep: Class 3 contains 4795 members 
Mstep: Class 4 contains 394 members 
Mstep: Class 5 contains 43402 members 
Mstep: Class 6 contains 929 members 
Mstep: Class 7 contains 44892 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 1100 members 
Mstep: Class 11 contains 24039 members 
Mstep: Class 12 contains 39793 members 
Mstep: Class 13 contains 1613 members 
Mstep: Class 14 contains 62273 members 
Mstep: Class 15 contains 1321 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 48830 members 
Mstep: Class 18 contains 40049 members 
Mstep: Class 19 contains 29717 members 
Mstep: Class 20 contains 33785 members 
Mstep: Class 21 contains 50647 members 
Mstep: Class 22 contains 46890 members 
Mstep: Class 23 contains 40851 members 
Mstep: Class 24 contains 3657 members 
Entering Unmasked Estep 
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Iteration 50Q: 25 clusters Score -1.111804e+08 nChanged 17244
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 47872 members 
Mstep: Class 2 contains 48315 members 
Mstep: Class 3 contains 4771 members 
Mstep: Class 4 contains 394 members 
Mstep: Class 5 contains 43543 members 
Mstep: Class 6 contains 929 members 
Mstep: Class 7 contains 44988 members 
Mstep: Class 8 contains 665 members 
Mstep: Class 9 contains 940 members 
Mstep: Class 10 contains 1104 members 
Mstep: Class 11 contains 22724 members 
Mstep: Class 12 contains 40708 members 
Mstep: Class 13 contains 1617 members 
Mstep: Class 14 contains 60772 members 
Mstep: Class 15 contains 1319 members 
Mstep: Class 16 contains 621 members 
Mstep: Class 17 contains 51387 members 
Mstep: Class 18 contains 38371 members 
Mstep: Class 19 contains 30002 members 
Mstep: Class 20 contains 32544 members 
Mstep: Class 21 contains 50109 members 
Mstep: Class 22 contains 46735 members 
Mstep: Class 23 contains 43818 members 
Mstep: Class 24 contains 3604 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 51Q: 25 clusters Score -1.111793e+08 nChanged 17395
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 47675 members 
Mstep: Class 2 contains 48184 members 
Mstep: Class 3 contains 4757 members 
Mstep: Class 4 contains 394 members 
Mstep: Class 5 contains 43619 members 
Mstep: Class 6 contains 929 members 
Mstep: Class 7 contains 45046 members 
Mstep: Class 8 contains 666 members 
Mstep: Class 9 contains 938 members 
Mstep: Class 10 contains 1105 members 
Mstep: Class 11 contains 21545 members 
Mstep: Class 12 contains 42017 members 
Mstep: Class 13 contains 1623 members 
Mstep: Class 14 contains 59374 members 
Mstep: Class 15 contains 1317 members 
Mstep: Class 16 contains 621 members 
Mstep: Class 17 contains 52493 members 
Mstep: Class 18 contains 37471 members 
Mstep: Class 19 contains 30247 members 
Mstep: Class 20 contains 31458 members 
Mstep: Class 21 contains 49450 members 
Mstep: Class 22 contains 46615 members 
Mstep: Class 23 contains 46761 members 
Mstep: Class 24 contains 3547 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 52Q: 25 clusters Score -1.111774e+08 nChanged 16926
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 47366 members 
Mstep: Class 2 contains 48025 members 
Mstep: Class 3 contains 4740 members 
Mstep: Class 4 contains 394 members 
Mstep: Class 5 contains 43692 members 
Mstep: Class 6 contains 929 members 
Mstep: Class 7 contains 45330 members 
Mstep: Class 8 contains 667 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 1105 members 
Mstep: Class 11 contains 20521 members 
Mstep: Class 12 contains 43586 members 
Mstep: Class 13 contains 1628 members 
Mstep: Class 14 contains 58047 members 
Mstep: Class 15 contains 1317 members 
Mstep: Class 16 contains 621 members 
Mstep: Class 17 contains 52378 members 
Mstep: Class 18 contains 37417 members 
Mstep: Class 19 contains 30480 members 
Mstep: Class 20 contains 30839 members 
Mstep: Class 21 contains 49116 members 
Mstep: Class 22 contains 46481 members 
Mstep: Class 23 contains 48747 members 
Mstep: Class 24 contains 3489 members 
Entering Unmasked Estep 
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Iteration 53Q: 25 clusters Score -1.111766e+08 nChanged 14492
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 47377 members 
Mstep: Class 2 contains 48070 members 
Mstep: Class 3 contains 4733 members 
Mstep: Class 4 contains 394 members 
Mstep: Class 5 contains 43701 members 
Mstep: Class 6 contains 930 members 
Mstep: Class 7 contains 45704 members 
Mstep: Class 8 contains 668 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 1100 members 
Mstep: Class 11 contains 19679 members 
Mstep: Class 12 contains 44919 members 
Mstep: Class 13 contains 1641 members 
Mstep: Class 14 contains 56684 members 
Mstep: Class 15 contains 1314 members 
Mstep: Class 16 contains 621 members 
Mstep: Class 17 contains 51785 members 
Mstep: Class 18 contains 38017 members 
Mstep: Class 19 contains 30670 members 
Mstep: Class 20 contains 30749 members 
Mstep: Class 21 contains 49011 members 
Mstep: Class 22 contains 46658 members 
Mstep: Class 23 contains 49057 members 
Mstep: Class 24 contains 3434 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 25 clusters Score -1.111777e+08 nChanged 11816
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 47559 members 
Mstep: Class 2 contains 48133 members 
Mstep: Class 3 contains 4726 members 
Mstep: Class 4 contains 394 members 
Mstep: Class 5 contains 43663 members 
Mstep: Class 6 contains 932 members 
Mstep: Class 7 contains 45948 members 
Mstep: Class 8 contains 668 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 1097 members 
Mstep: Class 11 contains 18890 members 
Mstep: Class 12 contains 45678 members 
Mstep: Class 13 contains 1655 members 
Mstep: Class 14 contains 55606 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 621 members 
Mstep: Class 17 contains 51098 members 
Mstep: Class 18 contains 38921 members 
Mstep: Class 19 contains 30793 members 
Mstep: Class 20 contains 31018 members 
Mstep: Class 21 contains 49027 members 
Mstep: Class 22 contains 46950 members 
Mstep: Class 23 contains 48837 members 
Mstep: Class 24 contains 3390 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 25 clusters Score -1.111786e+08 nChanged 10150
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 47751 members 
Mstep: Class 2 contains 48199 members 
Mstep: Class 3 contains 4711 members 
Mstep: Class 4 contains 394 members 
Mstep: Class 5 contains 43626 members 
Mstep: Class 6 contains 934 members 
Mstep: Class 7 contains 46031 members 
Mstep: Class 8 contains 669 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 1097 members 
Mstep: Class 11 contains 18134 members 
Mstep: Class 12 contains 46228 members 
Mstep: Class 13 contains 1661 members 
Mstep: Class 14 contains 54821 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 50411 members 
Mstep: Class 18 contains 39892 members 
Mstep: Class 19 contains 30882 members 
Mstep: Class 20 contains 31437 members 
Mstep: Class 21 contains 49005 members 
Mstep: Class 22 contains 47258 members 
Mstep: Class 23 contains 48498 members 
Mstep: Class 24 contains 3345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111180008.000000 Penalty: 79364.328125
Iteration 56Q: 25 clusters Score -1.1118e+08 nChanged 8994
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 47826 members 
Mstep: Class 2 contains 48232 members 
Mstep: Class 3 contains 4693 members 
Mstep: Class 4 contains 394 members 
Mstep: Class 5 contains 43583 members 
Mstep: Class 6 contains 932 members 
Mstep: Class 7 contains 46044 members 
Mstep: Class 8 contains 672 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 1093 members 
Mstep: Class 11 contains 17436 members 
Mstep: Class 12 contains 46662 members 
Mstep: Class 13 contains 1669 members 
Mstep: Class 14 contains 54134 members 
Mstep: Class 15 contains 1309 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 49898 members 
Mstep: Class 18 contains 40783 members 
Mstep: Class 19 contains 30967 members 
Mstep: Class 20 contains 31886 members 
Mstep: Class 21 contains 48988 members 
Mstep: Class 22 contains 47463 members 
Mstep: Class 23 contains 48322 members 
Mstep: Class 24 contains 3308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111180512.000000 Penalty: 79364.328125
Iteration 57Q: 25 clusters Score -1.111805e+08 nChanged 8082
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 47880 members 
Mstep: Class 2 contains 48267 members 
Mstep: Class 3 contains 4682 members 
Mstep: Class 4 contains 394 members 
Mstep: Class 5 contains 43585 members 
Mstep: Class 6 contains 929 members 
Mstep: Class 7 contains 46050 members 
Mstep: Class 8 contains 673 members 
Mstep: Class 9 contains 937 members 
Mstep: Class 10 contains 1091 members 
Mstep: Class 11 contains 16783 members 
Mstep: Class 12 contains 46896 members 
Mstep: Class 13 contains 1678 members 
Mstep: Class 14 contains 53499 members 
Mstep: Class 15 contains 1304 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 49404 members 
Mstep: Class 18 contains 41698 members 
Mstep: Class 19 contains 31062 members 
Mstep: Class 20 contains 32378 members 
Mstep: Class 21 contains 48997 members 
Mstep: Class 22 contains 47624 members 
Mstep: Class 23 contains 48146 members 
Mstep: Class 24 contains 3273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111182000.000000 Penalty: 79364.328125
Iteration 58Q: 25 clusters Score -1.11182e+08 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 47900 members 
Mstep: Class 2 contains 48363 members 
Mstep: Class 3 contains 4667 members 
Mstep: Class 4 contains 394 members 
Mstep: Class 5 contains 43626 members 
Mstep: Class 6 contains 929 members 
Mstep: Class 7 contains 45991 members 
Mstep: Class 8 contains 673 members 
Mstep: Class 9 contains 935 members 
Mstep: Class 10 contains 1091 members 
Mstep: Class 11 contains 16111 members 
Mstep: Class 12 contains 47057 members 
Mstep: Class 13 contains 1685 members 
Mstep: Class 14 contains 53000 members 
Mstep: Class 15 contains 1306 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 48864 members 
Mstep: Class 18 contains 42624 members 
Mstep: Class 19 contains 31166 members 
Mstep: Class 20 contains 32941 members 
Mstep: Class 21 contains 49016 members 
Mstep: Class 22 contains 47753 members 
Mstep: Class 23 contains 47891 members 
Mstep: Class 24 contains 3247 members 
Entering Unmasked Estep 
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Iteration 59Q: 25 clusters Score -1.111823e+08 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 47868 members 
Mstep: Class 2 contains 48460 members 
Mstep: Class 3 contains 4658 members 
Mstep: Class 4 contains 394 members 
Mstep: Class 5 contains 43652 members 
Mstep: Class 6 contains 930 members 
Mstep: Class 7 contains 45933 members 
Mstep: Class 8 contains 673 members 
Mstep: Class 9 contains 929 members 
Mstep: Class 10 contains 1093 members 
Mstep: Class 11 contains 15447 members 
Mstep: Class 12 contains 47018 members 
Mstep: Class 13 contains 1690 members 
Mstep: Class 14 contains 52643 members 
Mstep: Class 15 contains 1306 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 48250 members 
Mstep: Class 18 contains 43650 members 
Mstep: Class 19 contains 31307 members 
Mstep: Class 20 contains 33608 members 
Mstep: Class 21 contains 49008 members 
Mstep: Class 22 contains 47839 members 
Mstep: Class 23 contains 47641 members 
Mstep: Class 24 contains 3232 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 25 clusters Score -1.111861e+08 nChanged 9662
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 47828 members 
Mstep: Class 2 contains 48417 members 
Mstep: Class 3 contains 4655 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 43607 members 
Mstep: Class 6 contains 929 members 
Mstep: Class 7 contains 45795 members 
Mstep: Class 8 contains 673 members 
Mstep: Class 9 contains 928 members 
Mstep: Class 10 contains 1091 members 
Mstep: Class 11 contains 13196 members 
Mstep: Class 12 contains 46794 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 53979 members 
Mstep: Class 15 contains 1306 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 47710 members 
Mstep: Class 18 contains 44615 members 
Mstep: Class 19 contains 31430 members 
Mstep: Class 20 contains 34107 members 
Mstep: Class 21 contains 48852 members 
Mstep: Class 22 contains 47733 members 
Mstep: Class 23 contains 48284 members 
Mstep: Class 24 contains 3209 members 
Entering Unmasked Estep 
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Iteration 61Q: 25 clusters Score -1.111854e+08 nChanged 10622
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 47785 members 
Mstep: Class 2 contains 48446 members 
Mstep: Class 3 contains 4661 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 43747 members 
Mstep: Class 6 contains 930 members 
Mstep: Class 7 contains 45806 members 
Mstep: Class 8 contains 673 members 
Mstep: Class 9 contains 923 members 
Mstep: Class 10 contains 1089 members 
Mstep: Class 11 contains 11260 members 
Mstep: Class 12 contains 46640 members 
Mstep: Class 13 contains 1710 members 
Mstep: Class 14 contains 54313 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 46927 members 
Mstep: Class 18 contains 45813 members 
Mstep: Class 19 contains 31571 members 
Mstep: Class 20 contains 34907 members 
Mstep: Class 21 contains 48895 members 
Mstep: Class 22 contains 47767 members 
Mstep: Class 23 contains 48475 members 
Mstep: Class 24 contains 3190 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 62Q: 25 clusters Score -1.111856e+08 nChanged 10463
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 47742 members 
Mstep: Class 2 contains 48552 members 
Mstep: Class 3 contains 4664 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 43869 members 
Mstep: Class 6 contains 932 members 
Mstep: Class 7 contains 45828 members 
Mstep: Class 8 contains 673 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 1085 members 
Mstep: Class 11 contains 9552 members 
Mstep: Class 12 contains 46504 members 
Mstep: Class 13 contains 1717 members 
Mstep: Class 14 contains 54513 members 
Mstep: Class 15 contains 1312 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 45937 members 
Mstep: Class 18 contains 46868 members 
Mstep: Class 19 contains 31698 members 
Mstep: Class 20 contains 35903 members 
Mstep: Class 21 contains 48995 members 
Mstep: Class 22 contains 47813 members 
Mstep: Class 23 contains 48582 members 
Mstep: Class 24 contains 3180 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 63Q: 25 clusters Score -1.111857e+08 nChanged 10123
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 47692 members 
Mstep: Class 2 contains 48722 members 
Mstep: Class 3 contains 4676 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 43943 members 
Mstep: Class 6 contains 936 members 
Mstep: Class 7 contains 45919 members 
Mstep: Class 8 contains 673 members 
Mstep: Class 9 contains 914 members 
Mstep: Class 10 contains 1077 members 
Mstep: Class 11 contains 8176 members 
Mstep: Class 12 contains 46261 members 
Mstep: Class 13 contains 1725 members 
Mstep: Class 14 contains 54496 members 
Mstep: Class 15 contains 1310 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 45035 members 
Mstep: Class 18 contains 47538 members 
Mstep: Class 19 contains 31749 members 
Mstep: Class 20 contains 36993 members 
Mstep: Class 21 contains 49199 members 
Mstep: Class 22 contains 47914 members 
Mstep: Class 23 contains 48715 members 
Mstep: Class 24 contains 3173 members 
Entering Unmasked Estep 
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Iteration 64Q: 25 clusters Score -1.111856e+08 nChanged 9545
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 47634 members 
Mstep: Class 2 contains 48942 members 
Mstep: Class 3 contains 4687 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 43935 members 
Mstep: Class 6 contains 935 members 
Mstep: Class 7 contains 45974 members 
Mstep: Class 8 contains 673 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 1070 members 
Mstep: Class 11 contains 7017 members 
Mstep: Class 12 contains 45939 members 
Mstep: Class 13 contains 1732 members 
Mstep: Class 14 contains 54403 members 
Mstep: Class 15 contains 1307 members 
Mstep: Class 16 contains 620 members 
Mstep: Class 17 contains 44456 members 
Mstep: Class 18 contains 47706 members 
Mstep: Class 19 contains 31786 members 
Mstep: Class 20 contains 38162 members 
Mstep: Class 21 contains 49449 members 
Mstep: Class 22 contains 48063 members 
Mstep: Class 23 contains 48879 members 
Mstep: Class 24 contains 3172 members 
Entering Unmasked Estep 
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Iteration 65Q: 25 clusters Score -1.111863e+08 nChanged 8861
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 49148 members 
Mstep: Class 3 contains 4703 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 43887 members 
Mstep: Class 6 contains 936 members 
Mstep: Class 7 contains 46033 members 
Mstep: Class 8 contains 673 members 
Mstep: Class 9 contains 915 members 
Mstep: Class 10 contains 1059 members 
Mstep: Class 11 contains 6047 members 
Mstep: Class 12 contains 45694 members 
Mstep: Class 13 contains 1742 members 
Mstep: Class 14 contains 54265 members 
Mstep: Class 15 contains 1304 members 
Mstep: Class 16 contains 620 members 
Mstep: Class 17 contains 44174 members 
Mstep: Class 18 contains 47438 members 
Mstep: Class 19 contains 31780 members 
Mstep: Class 20 contains 39380 members 
Mstep: Class 21 contains 49638 members 
Mstep: Class 22 contains 48210 members 
Mstep: Class 23 contains 49076 members 
Mstep: Class 24 contains 3181 members 
Entering Unmasked Estep 
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Iteration 66Q: 25 clusters Score -1.111874e+08 nChanged 8094
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 47480 members 
Mstep: Class 2 contains 49302 members 
Mstep: Class 3 contains 4711 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 43844 members 
Mstep: Class 6 contains 936 members 
Mstep: Class 7 contains 46020 members 
Mstep: Class 8 contains 673 members 
Mstep: Class 9 contains 915 members 
Mstep: Class 10 contains 1047 members 
Mstep: Class 11 contains 5201 members 
Mstep: Class 12 contains 45422 members 
Mstep: Class 13 contains 1755 members 
Mstep: Class 14 contains 54139 members 
Mstep: Class 15 contains 1303 members 
Mstep: Class 16 contains 619 members 
Mstep: Class 17 contains 44158 members 
Mstep: Class 18 contains 46972 members 
Mstep: Class 19 contains 31760 members 
Mstep: Class 20 contains 40603 members 
Mstep: Class 21 contains 49797 members 
Mstep: Class 22 contains 48395 members 
Mstep: Class 23 contains 49221 members 
Mstep: Class 24 contains 3185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111187640.000000 Penalty: 79364.328125
Iteration 67Q: 25 clusters Score -1.111876e+08 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 47487 members 
Mstep: Class 2 contains 49357 members 
Mstep: Class 3 contains 4723 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 43796 members 
Mstep: Class 6 contains 936 members 
Mstep: Class 7 contains 45998 members 
Mstep: Class 8 contains 673 members 
Mstep: Class 9 contains 917 members 
Mstep: Class 10 contains 1038 members 
Mstep: Class 11 contains 4499 members 
Mstep: Class 12 contains 45125 members 
Mstep: Class 13 contains 1767 members 
Mstep: Class 14 contains 53892 members 
Mstep: Class 15 contains 1303 members 
Mstep: Class 16 contains 619 members 
Mstep: Class 17 contains 44281 members 
Mstep: Class 18 contains 46437 members 
Mstep: Class 19 contains 31753 members 
Mstep: Class 20 contains 41950 members 
Mstep: Class 21 contains 49923 members 
Mstep: Class 22 contains 48528 members 
Mstep: Class 23 contains 49263 members 
Mstep: Class 24 contains 3193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111187824.000000 Penalty: 79364.328125
Iteration 68Q: 25 clusters Score -1.111878e+08 nChanged 7209
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 47475 members 
Mstep: Class 2 contains 49366 members 
Mstep: Class 3 contains 4742 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 43733 members 
Mstep: Class 6 contains 934 members 
Mstep: Class 7 contains 45890 members 
Mstep: Class 8 contains 673 members 
Mstep: Class 9 contains 920 members 
Mstep: Class 10 contains 1032 members 
Mstep: Class 11 contains 3914 members 
Mstep: Class 12 contains 44864 members 
Mstep: Class 13 contains 1776 members 
Mstep: Class 14 contains 53734 members 
Mstep: Class 15 contains 1302 members 
Mstep: Class 16 contains 619 members 
Mstep: Class 17 contains 44559 members 
Mstep: Class 18 contains 45871 members 
Mstep: Class 19 contains 31683 members 
Mstep: Class 20 contains 43471 members 
Mstep: Class 21 contains 49960 members 
Mstep: Class 22 contains 48638 members 
Mstep: Class 23 contains 49099 members 
Mstep: Class 24 contains 3203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111187872.000000 Penalty: 79364.328125
Iteration 69Q: 25 clusters Score -1.111879e+08 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 47433 members 
Mstep: Class 2 contains 49462 members 
Mstep: Class 3 contains 4755 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 43606 members 
Mstep: Class 6 contains 931 members 
Mstep: Class 7 contains 45781 members 
Mstep: Class 8 contains 673 members 
Mstep: Class 9 contains 921 members 
Mstep: Class 10 contains 1026 members 
Mstep: Class 11 contains 3383 members 
Mstep: Class 12 contains 44674 members 
Mstep: Class 13 contains 1787 members 
Mstep: Class 14 contains 53566 members 
Mstep: Class 15 contains 1302 members 
Mstep: Class 16 contains 619 members 
Mstep: Class 17 contains 44868 members 
Mstep: Class 18 contains 45383 members 
Mstep: Class 19 contains 31644 members 
Mstep: Class 20 contains 45061 members 
Mstep: Class 21 contains 49963 members 
Mstep: Class 22 contains 48597 members 
Mstep: Class 23 contains 48812 members 
Mstep: Class 24 contains 3211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111187944.000000 Penalty: 79364.328125
Iteration 70Q: 25 clusters Score -1.111879e+08 nChanged 7139
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 47475 members 
Mstep: Class 2 contains 49517 members 
Mstep: Class 3 contains 4765 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 43514 members 
Mstep: Class 6 contains 931 members 
Mstep: Class 7 contains 45717 members 
Mstep: Class 8 contains 672 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 10 contains 1014 members 
Mstep: Class 11 contains 2947 members 
Mstep: Class 12 contains 44518 members 
Mstep: Class 13 contains 1799 members 
Mstep: Class 14 contains 53464 members 
Mstep: Class 15 contains 1302 members 
Mstep: Class 16 contains 620 members 
Mstep: Class 17 contains 45133 members 
Mstep: Class 18 contains 45009 members 
Mstep: Class 19 contains 31556 members 
Mstep: Class 20 contains 46369 members 
Mstep: Class 21 contains 49972 members 
Mstep: Class 22 contains 48547 members 
Mstep: Class 23 contains 48490 members 
Mstep: Class 24 contains 3205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 2916.399414 but Gain 3306.843750
Score: -111188728.000000 Penalty: 76057.484375
Iteration 71Q: 24 clusters Score -1.111887e+08 nChanged 9123
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 47594 members 
Mstep: Class 2 contains 49573 members 
Mstep: Class 3 contains 4768 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 43525 members 
Mstep: Class 6 contains 931 members 
Mstep: Class 7 contains 45745 members 
Mstep: Class 8 contains 671 members 
Mstep: Class 9 contains 922 members 
Mstep: Class 10 contains 1006 members 
Mstep: Class 12 contains 44548 members 
Mstep: Class 13 contains 1814 members 
Mstep: Class 14 contains 54760 members 
Mstep: Class 15 contains 1303 members 
Mstep: Class 16 contains 620 members 
Mstep: Class 17 contains 45327 members 
Mstep: Class 18 contains 44730 members 
Mstep: Class 19 contains 32327 members 
Mstep: Class 20 contains 47149 members 
Mstep: Class 21 contains 50094 members 
Mstep: Class 22 contains 48507 members 
Mstep: Class 23 contains 48338 members 
Mstep: Class 24 contains 3206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111191160.000000 Penalty: 76057.484375
Iteration 72Q: 24 clusters Score -1.111912e+08 nChanged 6863
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 47708 members 
Mstep: Class 2 contains 49594 members 
Mstep: Class 3 contains 4775 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 43585 members 
Mstep: Class 6 contains 929 members 
Mstep: Class 7 contains 45826 members 
Mstep: Class 8 contains 671 members 
Mstep: Class 9 contains 926 members 
Mstep: Class 10 contains 998 members 
Mstep: Class 12 contains 44538 members 
Mstep: Class 13 contains 1835 members 
Mstep: Class 14 contains 54221 members 
Mstep: Class 15 contains 1300 members 
Mstep: Class 16 contains 620 members 
Mstep: Class 17 contains 45544 members 
Mstep: Class 18 contains 44605 members 
Mstep: Class 19 contains 32116 members 
Mstep: Class 20 contains 47601 members 
Mstep: Class 21 contains 50146 members 
Mstep: Class 22 contains 48522 members 
Mstep: Class 23 contains 48192 members 
Mstep: Class 24 contains 3206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111191664.000000 Penalty: 76057.484375
Iteration 73Q: 24 clusters Score -1.111917e+08 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 47802 members 
Mstep: Class 2 contains 49620 members 
Mstep: Class 3 contains 4786 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 43631 members 
Mstep: Class 6 contains 928 members 
Mstep: Class 7 contains 45913 members 
Mstep: Class 8 contains 671 members 
Mstep: Class 9 contains 928 members 
Mstep: Class 10 contains 986 members 
Mstep: Class 12 contains 44531 members 
Mstep: Class 13 contains 1853 members 
Mstep: Class 14 contains 53759 members 
Mstep: Class 15 contains 1301 members 
Mstep: Class 16 contains 620 members 
Mstep: Class 17 contains 45751 members 
Mstep: Class 18 contains 44518 members 
Mstep: Class 19 contains 31946 members 
Mstep: Class 20 contains 47707 members 
Mstep: Class 21 contains 50235 members 
Mstep: Class 22 contains 48663 members 
Mstep: Class 23 contains 48099 members 
Mstep: Class 24 contains 3210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111191816.000000 Penalty: 76057.484375
Iteration 74Q: 24 clusters Score -1.111918e+08 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 47890 members 
Mstep: Class 2 contains 49641 members 
Mstep: Class 3 contains 4803 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 43702 members 
Mstep: Class 6 contains 928 members 
Mstep: Class 7 contains 45962 members 
Mstep: Class 8 contains 671 members 
Mstep: Class 9 contains 932 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 12 contains 44460 members 
Mstep: Class 13 contains 1867 members 
Mstep: Class 14 contains 53433 members 
Mstep: Class 15 contains 1302 members 
Mstep: Class 16 contains 620 members 
Mstep: Class 17 contains 45864 members 
Mstep: Class 18 contains 44532 members 
Mstep: Class 19 contains 31797 members 
Mstep: Class 20 contains 47663 members 
Mstep: Class 21 contains 50347 members 
Mstep: Class 22 contains 48834 members 
Mstep: Class 23 contains 48014 members 
Mstep: Class 24 contains 3223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111191600.000000 Penalty: 76057.484375
Iteration 75Q: 24 clusters Score -1.111916e+08 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 47960 members 
Mstep: Class 2 contains 49608 members 
Mstep: Class 3 contains 4821 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 43836 members 
Mstep: Class 6 contains 927 members 
Mstep: Class 7 contains 45971 members 
Mstep: Class 8 contains 671 members 
Mstep: Class 9 contains 935 members 
Mstep: Class 10 contains 955 members 
Mstep: Class 12 contains 44389 members 
Mstep: Class 13 contains 1886 members 
Mstep: Class 14 contains 53138 members 
Mstep: Class 15 contains 1302 members 
Mstep: Class 16 contains 620 members 
Mstep: Class 17 contains 45902 members 
Mstep: Class 18 contains 44600 members 
Mstep: Class 19 contains 31671 members 
Mstep: Class 20 contains 47516 members 
Mstep: Class 21 contains 50479 members 
Mstep: Class 22 contains 49028 members 
Mstep: Class 23 contains 48011 members 
Mstep: Class 24 contains 3232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111192272.000000 Penalty: 76057.484375
Iteration 76Q: 24 clusters Score -1.111923e+08 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 47991 members 
Mstep: Class 2 contains 49518 members 
Mstep: Class 3 contains 4848 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 43946 members 
Mstep: Class 6 contains 927 members 
Mstep: Class 7 contains 45939 members 
Mstep: Class 8 contains 671 members 
Mstep: Class 9 contains 936 members 
Mstep: Class 10 contains 937 members 
Mstep: Class 12 contains 44343 members 
Mstep: Class 13 contains 1912 members 
Mstep: Class 14 contains 52917 members 
Mstep: Class 15 contains 1301 members 
Mstep: Class 16 contains 620 members 
Mstep: Class 17 contains 45872 members 
Mstep: Class 18 contains 44775 members 
Mstep: Class 19 contains 31561 members 
Mstep: Class 20 contains 47365 members 
Mstep: Class 21 contains 50611 members 
Mstep: Class 22 contains 49221 members 
Mstep: Class 23 contains 48015 members 
Mstep: Class 24 contains 3232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111192448.000000 Penalty: 76057.484375
Iteration 77Q: 24 clusters Score -1.111924e+08 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 47998 members 
Mstep: Class 2 contains 49442 members 
Mstep: Class 3 contains 4875 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 44036 members 
Mstep: Class 6 contains 928 members 
Mstep: Class 7 contains 45893 members 
Mstep: Class 8 contains 671 members 
Mstep: Class 9 contains 934 members 
Mstep: Class 10 contains 917 members 
Mstep: Class 12 contains 44363 members 
Mstep: Class 13 contains 1939 members 
Mstep: Class 14 contains 52759 members 
Mstep: Class 15 contains 1300 members 
Mstep: Class 16 contains 621 members 
Mstep: Class 17 contains 45713 members 
Mstep: Class 18 contains 44966 members 
Mstep: Class 19 contains 31485 members 
Mstep: Class 20 contains 47204 members 
Mstep: Class 21 contains 50743 members 
Mstep: Class 22 contains 49420 members 
Mstep: Class 23 contains 48015 members 
Mstep: Class 24 contains 3236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111192496.000000 Penalty: 76057.484375
Iteration 78Q: 24 clusters Score -1.111925e+08 nChanged 3635
Entering ConstructFrom: 
Score: -111192496.000000 Penalty: 76057.484375
Entering ConstructFrom: 
Trying to split cluster 1 (47977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47977 members 
Entering Unmasked Estep 
Score: -8824337.000000 Penalty: 2673.062256
	Iteration 0F: 2 clusters Score -8824337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -8793866.000000 Penalty: 5346.124512
	Iteration 0F: 3 clusters Score -8793866 nChanged 21974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -8806206.000000 Penalty: 5346.124512
	Iteration 1F: 3 clusters Score -8806206 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -8806841.000000 Penalty: 5346.124512
	Iteration 2Q: 3 clusters Score -8806841 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -8807437.000000 Penalty: 5346.124512
	Iteration 3Q: 3 clusters Score -8807437 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -8808156.000000 Penalty: 5346.124512
	Iteration 4Q: 3 clusters Score -8808156 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -8809157.000000 Penalty: 5346.124512
	Iteration 5Q: 3 clusters Score -8809157 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -8810539.000000 Penalty: 5346.124512
	Iteration 6F: 3 clusters Score -8810539 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -8812538.000000 Penalty: 5346.124512
	Iteration 7F: 3 clusters Score -8812538 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -8815001.000000 Penalty: 5346.124512
	Iteration 8F: 3 clusters Score -8815001 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14396 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -8817239.000000 Penalty: 5346.124512
	Iteration 9F: 3 clusters Score -8817239 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13503 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
Score: -8818564.000000 Penalty: 5346.124512
	Iteration 10Q: 3 clusters Score -8818564 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 35099 members 
Entering Unmasked Estep 
Score: -8819161.000000 Penalty: 5346.124512
	Iteration 11Q: 3 clusters Score -8819161 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -8819455.000000 Penalty: 5346.124512
	Iteration 12Q: 3 clusters Score -8819455 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -8819652.000000 Penalty: 5346.124512
	Iteration 13Q: 3 clusters Score -8819652 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -8819812.000000 Penalty: 5346.124512
	Iteration 14Q: 3 clusters Score -8819812 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -8819997.000000 Penalty: 5346.124512
	Iteration 15Q: 3 clusters Score -8819997 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 37444 members 
Entering Unmasked Estep 
Score: -8820167.000000 Penalty: 5346.124512
	Iteration 16Q: 3 clusters Score -8820167 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -8820314.000000 Penalty: 5346.124512
	Iteration 17Q: 3 clusters Score -8820314 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 38283 members 
Entering Unmasked Estep 
Score: -8820467.000000 Penalty: 5346.124512
	Iteration 18Q: 3 clusters Score -8820467 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -8820575.000000 Penalty: 5346.124512
	Iteration 19Q: 3 clusters Score -8820575 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
Score: -8820738.000000 Penalty: 5346.124512
	Iteration 20F: 3 clusters Score -8820738 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 39671 members 
Entering Unmasked Estep 
Score: -8820899.000000 Penalty: 5346.124512
	Iteration 21Q: 3 clusters Score -8820899 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -8821062.000000 Penalty: 5346.124512
	Iteration 22Q: 3 clusters Score -8821062 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -8821204.000000 Penalty: 5346.124512
	Iteration 23Q: 3 clusters Score -8821204 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 41063 members 
Entering Unmasked Estep 
Score: -8821407.000000 Penalty: 5346.124512
	Iteration 24Q: 3 clusters Score -8821407 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
Score: -8821512.000000 Penalty: 5346.124512
	Iteration 25Q: 3 clusters Score -8821512 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 41843 members 
Entering Unmasked Estep 
Score: -8821685.000000 Penalty: 5346.124512
	Iteration 26Q: 3 clusters Score -8821685 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 42265 members 
Entering Unmasked Estep 
Score: -8821869.000000 Penalty: 5346.124512
	Iteration 27Q: 3 clusters Score -8821869 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 42729 members 
Entering Unmasked Estep 
Score: -8822036.000000 Penalty: 5346.124512
	Iteration 28Q: 3 clusters Score -8822036 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
Score: -8822169.000000 Penalty: 5346.124512
	Iteration 29Q: 3 clusters Score -8822169 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 43545 members 
Entering Unmasked Estep 
Score: -8822276.000000 Penalty: 5346.124512
	Iteration 30Q: 3 clusters Score -8822276 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 43899 members 
Entering Unmasked Estep 
Score: -8822354.000000 Penalty: 5346.124512
	Iteration 31Q: 3 clusters Score -8822354 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 44196 members 
Entering Unmasked Estep 
Score: -8822414.000000 Penalty: 5346.124512
	Iteration 32Q: 3 clusters Score -8822414 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 44454 members 
Entering Unmasked Estep 
Score: -8822473.000000 Penalty: 5346.124512
	Iteration 33Q: 3 clusters Score -8822473 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 44695 members 
Entering Unmasked Estep 
Score: -8822484.000000 Penalty: 5346.124512
	Iteration 34Q: 3 clusters Score -8822484 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 44910 members 
Entering Unmasked Estep 
Score: -8822520.000000 Penalty: 5346.124512
	Iteration 35Q: 3 clusters Score -8822520 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 45091 members 
Entering Unmasked Estep 
Score: -8822509.000000 Penalty: 5346.124512
	Iteration 36Q: 3 clusters Score -8822509 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -8822537.000000 Penalty: 5346.124512
	Iteration 37Q: 3 clusters Score -8822537 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -8822589.000000 Penalty: 5346.124512
	Iteration 38Q: 3 clusters Score -8822589 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
Score: -8822597.000000 Penalty: 5346.124512
	Iteration 39Q: 3 clusters Score -8822597 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 45699 members 
Entering Unmasked Estep 
Score: -8822602.000000 Penalty: 5346.124512
	Iteration 40F: 3 clusters Score -8822602 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 45814 members 
Entering Unmasked Estep 
Score: -8822600.000000 Penalty: 5346.124512
	Iteration 41Q: 3 clusters Score -8822600 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 45914 members 
Entering Unmasked Estep 
Score: -8822584.000000 Penalty: 5346.124512
	Iteration 42Q: 3 clusters Score -8822584 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 46007 members 
Entering Unmasked Estep 
Score: -8822573.000000 Penalty: 5346.124512
	Iteration 43Q: 3 clusters Score -8822573 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -8822583.000000 Penalty: 5346.124512
	Iteration 44Q: 3 clusters Score -8822583 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -8822577.000000 Penalty: 5346.124512
	Iteration 45Q: 3 clusters Score -8822577 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -8822601.000000 Penalty: 5346.124512
	Iteration 46Q: 3 clusters Score -8822601 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 46274 members 
Entering Unmasked Estep 
Score: -8822599.000000 Penalty: 5346.124512
	Iteration 47Q: 3 clusters Score -8822599 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 46341 members 
Entering Unmasked Estep 
Score: -8822571.000000 Penalty: 5346.124512
	Iteration 48Q: 3 clusters Score -8822571 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 46405 members 
Entering Unmasked Estep 
Score: -8822569.000000 Penalty: 5346.124512
	Iteration 49Q: 3 clusters Score -8822569 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 46460 members 
Entering Unmasked Estep 
Score: -8822577.000000 Penalty: 5346.124512
	Iteration 50Q: 3 clusters Score -8822577 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 46522 members 
Entering Unmasked Estep 
Score: -8822570.000000 Penalty: 5346.124512
	Iteration 51Q: 3 clusters Score -8822570 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 46570 members 
Entering Unmasked Estep 
Score: -8822561.000000 Penalty: 5346.124512
	Iteration 52Q: 3 clusters Score -8822561 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 46616 members 
Entering Unmasked Estep 
Score: -8822553.000000 Penalty: 5346.124512
	Iteration 53Q: 3 clusters Score -8822553 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 46661 members 
Entering Unmasked Estep 
Score: -8822548.000000 Penalty: 5346.124512
	Iteration 54Q: 3 clusters Score -8822548 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 46695 members 
Entering Unmasked Estep 
Score: -8822513.000000 Penalty: 5346.124512
	Iteration 55Q: 3 clusters Score -8822513 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 46733 members 
Entering Unmasked Estep 
Score: -8822502.000000 Penalty: 5346.124512
	Iteration 56Q: 3 clusters Score -8822502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -8822497.000000 Penalty: 5346.124512
	Iteration 57Q: 3 clusters Score -8822497 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 46785 members 
Entering Unmasked Estep 
Score: -8822504.000000 Penalty: 5346.124512
	Iteration 58Q: 3 clusters Score -8822504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 46807 members 
Entering Unmasked Estep 
Score: -8822508.000000 Penalty: 5346.124512
	Iteration 59Q: 3 clusters Score -8822508 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 46825 members 
Entering Unmasked Estep 
Score: -8822500.000000 Penalty: 5346.124512
	Iteration 60F: 3 clusters Score -8822500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 46842 members 
Entering Unmasked Estep 
Score: -8822499.000000 Penalty: 5346.124512
	Iteration 61Q: 3 clusters Score -8822499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 46854 members 
Entering Unmasked Estep 
Score: -8822486.000000 Penalty: 5346.124512
	Iteration 62Q: 3 clusters Score -8822486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 46862 members 
Entering Unmasked Estep 
Score: -8822476.000000 Penalty: 5346.124512
	Iteration 63Q: 3 clusters Score -8822476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 46871 members 
Entering Unmasked Estep 
Score: -8822485.000000 Penalty: 5346.124512
	Iteration 64Q: 3 clusters Score -8822485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 46883 members 
Entering Unmasked Estep 
Score: -8822486.000000 Penalty: 5346.124512
	Iteration 65Q: 3 clusters Score -8822486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 46890 members 
Entering Unmasked Estep 
Score: -8822481.000000 Penalty: 5346.124512
	Iteration 66Q: 3 clusters Score -8822481 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 46907 members 
Entering Unmasked Estep 
Score: -8822494.000000 Penalty: 5346.124512
	Iteration 67Q: 3 clusters Score -8822494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 46920 members 
Entering Unmasked Estep 
Score: -8822490.000000 Penalty: 5346.124512
	Iteration 68Q: 3 clusters Score -8822490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 46927 members 
Entering Unmasked Estep 
Score: -8822493.000000 Penalty: 5346.124512
	Iteration 69Q: 3 clusters Score -8822493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 46934 members 
Entering Unmasked Estep 
Score: -8822496.000000 Penalty: 5346.124512
	Iteration 70Q: 3 clusters Score -8822496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 46947 members 
Entering Unmasked Estep 
Score: -8822504.000000 Penalty: 5346.124512
	Iteration 71Q: 3 clusters Score -8822504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 46959 members 
Entering Unmasked Estep 
Score: -8822495.000000 Penalty: 5346.124512
	Iteration 72Q: 3 clusters Score -8822495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 46971 members 
Entering Unmasked Estep 
Score: -8822492.000000 Penalty: 5346.124512
	Iteration 73Q: 3 clusters Score -8822492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 46978 members 
Entering Unmasked Estep 
Score: -8822504.000000 Penalty: 5346.124512
	Iteration 74Q: 3 clusters Score -8822504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 46986 members 
Entering Unmasked Estep 
Score: -8822497.000000 Penalty: 5346.124512
	Iteration 75Q: 3 clusters Score -8822497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 46992 members 
Entering Unmasked Estep 
Score: -8822497.000000 Penalty: 5346.124512
	Iteration 76Q: 3 clusters Score -8822497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 46998 members 
Entering Unmasked Estep 
Score: -8822505.000000 Penalty: 5346.124512
	Iteration 77Q: 3 clusters Score -8822505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
Score: -8822506.000000 Penalty: 5346.124512
	Iteration 78Q: 3 clusters Score -8822506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 47010 members 
Entering Unmasked Estep 
Score: -8822505.000000 Penalty: 5346.124512
	Iteration 79Q: 3 clusters Score -8822505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 47014 members 
Entering Unmasked Estep 
Score: -8822504.000000 Penalty: 5346.124512
	Iteration 80F: 3 clusters Score -8822504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 47016 members 
Entering Unmasked Estep 
Score: -8822496.000000 Penalty: 5346.124512
	Iteration 81Q: 3 clusters Score -8822496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 47019 members 
Entering Unmasked Estep 
Score: -8822503.000000 Penalty: 5346.124512
	Iteration 82Q: 3 clusters Score -8822503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 47019 members 
Entering Unmasked Estep 
Score: -8822503.000000 Penalty: 5346.124512
	Iteration 83F: 3 clusters Score -8822503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (49401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49401 members 
Entering Unmasked Estep 
Score: -9025553.000000 Penalty: 2680.315918
	Iteration 0F: 2 clusters Score -9025553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -8994325.000000 Penalty: 5360.631836
	Iteration 0F: 3 clusters Score -8994325 nChanged 22774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -9007010.000000 Penalty: 5360.631836
	Iteration 1F: 3 clusters Score -9007010 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -9007961.000000 Penalty: 5360.631836
	Iteration 2Q: 3 clusters Score -9007961 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -9009333.000000 Penalty: 5360.631836
	Iteration 3F: 3 clusters Score -9009333 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -9011595.000000 Penalty: 5360.631836
	Iteration 4F: 3 clusters Score -9011595 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 39240 members 
Entering Unmasked Estep 
Score: -9015080.000000 Penalty: 5360.631836
	Iteration 5F: 3 clusters Score -9015080 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -9019169.000000 Penalty: 5360.631836
	Iteration 6F: 3 clusters Score -9019169 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 46995 members 
Entering Unmasked Estep 
Score: -9021546.000000 Penalty: 5360.631836
	Iteration 7F: 3 clusters Score -9021546 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 48555 members 
Entering Unmasked Estep 
Score: -9022563.000000 Penalty: 5360.631836
	Iteration 8Q: 3 clusters Score -9022563 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 49037 members 
Entering Unmasked Estep 
Score: -9022933.000000 Penalty: 5360.631836
	Iteration 9Q: 3 clusters Score -9022933 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 49147 members 
Entering Unmasked Estep 
Score: -9023085.000000 Penalty: 5360.631836
	Iteration 10Q: 3 clusters Score -9023085 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 49179 members 
Entering Unmasked Estep 
Score: -9023133.000000 Penalty: 5360.631836
	Iteration 11Q: 3 clusters Score -9023133 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 49190 members 
Entering Unmasked Estep 
Score: -9023171.000000 Penalty: 5360.631836
	Iteration 12Q: 3 clusters Score -9023171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 49199 members 
Entering Unmasked Estep 
Score: -9023199.000000 Penalty: 5360.631836
	Iteration 13Q: 3 clusters Score -9023199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 49203 members 
Entering Unmasked Estep 
Score: -9023197.000000 Penalty: 5360.631836
	Iteration 14Q: 3 clusters Score -9023197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 49208 members 
Entering Unmasked Estep 
Score: -9023207.000000 Penalty: 5360.631836
	Iteration 15Q: 3 clusters Score -9023207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 49210 members 
Entering Unmasked Estep 
Score: -9023216.000000 Penalty: 5360.631836
	Iteration 16Q: 3 clusters Score -9023216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 49210 members 
Entering Unmasked Estep 
Score: -9023216.000000 Penalty: 5360.631836
	Iteration 17F: 3 clusters Score -9023216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Entering Unmasked Estep 
Score: -892533.250000 Penalty: 2106.797852
	Iteration 0F: 2 clusters Score -892533.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -888076.687500 Penalty: 4213.595703
	Iteration 0F: 3 clusters Score -888076.7 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -889121.937500 Penalty: 4213.595703
	Iteration 1F: 3 clusters Score -889121.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -889394.375000 Penalty: 4213.595703
	Iteration 2F: 3 clusters Score -889394.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -889594.437500 Penalty: 4213.595703
	Iteration 3F: 3 clusters Score -889594.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -889744.812500 Penalty: 4213.595703
	Iteration 4Q: 3 clusters Score -889744.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -889863.625000 Penalty: 4213.595703
	Iteration 5Q: 3 clusters Score -889863.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -889967.312500 Penalty: 4213.595703
	Iteration 6Q: 3 clusters Score -889967.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -890075.250000 Penalty: 4213.595703
	Iteration 7Q: 3 clusters Score -890075.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -890170.750000 Penalty: 4213.595703
	Iteration 8Q: 3 clusters Score -890170.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -890272.375000 Penalty: 4213.595703
	Iteration 9Q: 3 clusters Score -890272.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -890350.500000 Penalty: 4213.595703
	Iteration 10Q: 3 clusters Score -890350.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -890413.000000 Penalty: 4213.595703
	Iteration 11Q: 3 clusters Score -890413 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -890476.250000 Penalty: 4213.595703
	Iteration 12Q: 3 clusters Score -890476.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -890540.937500 Penalty: 4213.595703
	Iteration 13Q: 3 clusters Score -890540.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -890616.750000 Penalty: 4213.595703
	Iteration 14Q: 3 clusters Score -890616.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -890692.750000 Penalty: 4213.595703
	Iteration 15Q: 3 clusters Score -890692.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -890763.062500 Penalty: 4213.595703
	Iteration 16Q: 3 clusters Score -890763.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -890822.875000 Penalty: 4213.595703
	Iteration 17Q: 3 clusters Score -890822.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -890872.937500 Penalty: 4213.595703
	Iteration 18Q: 3 clusters Score -890872.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -890907.937500 Penalty: 4213.595703
	Iteration 19Q: 3 clusters Score -890907.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -890931.375000 Penalty: 4213.595703
	Iteration 20F: 3 clusters Score -890931.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -890952.187500 Penalty: 4213.595703
	Iteration 21Q: 3 clusters Score -890952.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -890964.937500 Penalty: 4213.595703
	Iteration 22Q: 3 clusters Score -890964.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -890974.437500 Penalty: 4213.595703
	Iteration 23Q: 3 clusters Score -890974.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -890976.750000 Penalty: 4213.595703
	Iteration 24Q: 3 clusters Score -890976.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -890985.187500 Penalty: 4213.595703
	Iteration 25Q: 3 clusters Score -890985.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -890987.625000 Penalty: 4213.595703
	Iteration 26Q: 3 clusters Score -890987.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -890988.187500 Penalty: 4213.595703
	Iteration 27Q: 3 clusters Score -890988.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -890989.500000 Penalty: 4213.595703
	Iteration 28Q: 3 clusters Score -890989.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -890989.062500 Penalty: 4213.595703
	Iteration 29Q: 3 clusters Score -890989.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -890989.062500 Penalty: 4213.595703
	Iteration 30F: 3 clusters Score -890989.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Entering Unmasked Estep 
Score: -32316.279297 Penalty: 1487.736328
	Iteration 0F: 2 clusters Score -32316.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -31100.601562 Penalty: 2975.472656
	Iteration 0F: 3 clusters Score -31100.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -31447.546875 Penalty: 2975.472656
	Iteration 1F: 3 clusters Score -31447.55 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -31646.822266 Penalty: 2975.472656
	Iteration 2F: 3 clusters Score -31646.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -31741.626953 Penalty: 2975.472656
	Iteration 3Q: 3 clusters Score -31741.63 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -31790.671875 Penalty: 2975.472656
	Iteration 4Q: 3 clusters Score -31790.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -31799.628906 Penalty: 2975.472656
	Iteration 5Q: 3 clusters Score -31799.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -31824.101562 Penalty: 2975.472656
	Iteration 6Q: 3 clusters Score -31824.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -31849.583984 Penalty: 2975.472656
	Iteration 7Q: 3 clusters Score -31849.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -31853.464844 Penalty: 2975.472656
	Iteration 8Q: 3 clusters Score -31853.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -31868.884766 Penalty: 2975.472656
	Iteration 9Q: 3 clusters Score -31868.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -31871.992188 Penalty: 2975.472656
	Iteration 10Q: 3 clusters Score -31871.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -31871.992188 Penalty: 2975.472656
	Iteration 11F: 3 clusters Score -31871.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44163 members 
Entering Unmasked Estep 
Score: -8080595.500000 Penalty: 2652.519287
	Iteration 0F: 2 clusters Score -8080596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -8051664.000000 Penalty: 5305.038574
	Iteration 0F: 3 clusters Score -8051664 nChanged 20327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -8062877.500000 Penalty: 5305.038574
	Iteration 1F: 3 clusters Score -8062878 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -8063407.500000 Penalty: 5305.038574
	Iteration 2Q: 3 clusters Score -8063408 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -8063845.500000 Penalty: 5305.038574
	Iteration 3Q: 3 clusters Score -8063846 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -8064282.500000 Penalty: 5305.038574
	Iteration 4Q: 3 clusters Score -8064282 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -8064817.000000 Penalty: 5305.038574
	Iteration 5Q: 3 clusters Score -8064817 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -8065439.500000 Penalty: 5305.038574
	Iteration 6Q: 3 clusters Score -8065440 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -8066302.000000 Penalty: 5305.038574
	Iteration 7Q: 3 clusters Score -8066302 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -8067455.000000 Penalty: 5305.038574
	Iteration 8Q: 3 clusters Score -8067455 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -8068865.000000 Penalty: 5305.038574
	Iteration 9Q: 3 clusters Score -8068865 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 29279 members 
Entering Unmasked Estep 
Score: -8070495.000000 Penalty: 5305.038574
	Iteration 10F: 3 clusters Score -8070495 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -8072062.500000 Penalty: 5305.038574
	Iteration 11F: 3 clusters Score -8072062 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -8073132.500000 Penalty: 5305.038574
	Iteration 12Q: 3 clusters Score -8073132 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -8073726.500000 Penalty: 5305.038574
	Iteration 13Q: 3 clusters Score -8073726 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -8074000.500000 Penalty: 5305.038574
	Iteration 14Q: 3 clusters Score -8074000 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -8074187.000000 Penalty: 5305.038574
	Iteration 15Q: 3 clusters Score -8074187 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 32201 members 
Entering Unmasked Estep 
Score: -8074309.500000 Penalty: 5305.038574
	Iteration 16Q: 3 clusters Score -8074310 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -8074457.500000 Penalty: 5305.038574
	Iteration 17Q: 3 clusters Score -8074458 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -8074624.500000 Penalty: 5305.038574
	Iteration 18Q: 3 clusters Score -8074624 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -8074745.500000 Penalty: 5305.038574
	Iteration 19Q: 3 clusters Score -8074746 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 33695 members 
Entering Unmasked Estep 
Score: -8074911.500000 Penalty: 5305.038574
	Iteration 20F: 3 clusters Score -8074912 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -8075036.500000 Penalty: 5305.038574
	Iteration 21Q: 3 clusters Score -8075036 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -8075150.000000 Penalty: 5305.038574
	Iteration 22Q: 3 clusters Score -8075150 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 34867 members 
Entering Unmasked Estep 
Score: -8075285.000000 Penalty: 5305.038574
	Iteration 23Q: 3 clusters Score -8075285 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -8075454.000000 Penalty: 5305.038574
	Iteration 24Q: 3 clusters Score -8075454 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -8075622.500000 Penalty: 5305.038574
	Iteration 25Q: 3 clusters Score -8075622 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -8075801.500000 Penalty: 5305.038574
	Iteration 26Q: 3 clusters Score -8075802 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -8075894.500000 Penalty: 5305.038574
	Iteration 27Q: 3 clusters Score -8075894 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -8076036.000000 Penalty: 5305.038574
	Iteration 28Q: 3 clusters Score -8076036 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 37232 members 
Entering Unmasked Estep 
Score: -8076178.000000 Penalty: 5305.038574
	Iteration 29Q: 3 clusters Score -8076178 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -8076321.000000 Penalty: 5305.038574
	Iteration 30Q: 3 clusters Score -8076321 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 37962 members 
Entering Unmasked Estep 
Score: -8076449.000000 Penalty: 5305.038574
	Iteration 31Q: 3 clusters Score -8076449 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 38301 members 
Entering Unmasked Estep 
Score: -8076612.500000 Penalty: 5305.038574
	Iteration 32Q: 3 clusters Score -8076612 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -8076771.000000 Penalty: 5305.038574
	Iteration 33Q: 3 clusters Score -8076771 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -8076893.000000 Penalty: 5305.038574
	Iteration 34Q: 3 clusters Score -8076893 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -8077062.500000 Penalty: 5305.038574
	Iteration 35Q: 3 clusters Score -8077062 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -8077229.500000 Penalty: 5305.038574
	Iteration 36Q: 3 clusters Score -8077230 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -8077381.000000 Penalty: 5305.038574
	Iteration 37Q: 3 clusters Score -8077381 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -8077538.500000 Penalty: 5305.038574
	Iteration 38Q: 3 clusters Score -8077538 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 40740 members 
Entering Unmasked Estep 
Score: -8077681.500000 Penalty: 5305.038574
	Iteration 39Q: 3 clusters Score -8077682 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 41019 members 
Entering Unmasked Estep 
Score: -8077776.000000 Penalty: 5305.038574
	Iteration 40F: 3 clusters Score -8077776 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
Score: -8077872.000000 Penalty: 5305.038574
	Iteration 41Q: 3 clusters Score -8077872 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -8077980.500000 Penalty: 5305.038574
	Iteration 42Q: 3 clusters Score -8077980 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -8078054.000000 Penalty: 5305.038574
	Iteration 43Q: 3 clusters Score -8078054 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -8078125.500000 Penalty: 5305.038574
	Iteration 44Q: 3 clusters Score -8078126 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 42129 members 
Entering Unmasked Estep 
Score: -8078166.500000 Penalty: 5305.038574
	Iteration 45Q: 3 clusters Score -8078166 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -8078192.500000 Penalty: 5305.038574
	Iteration 46Q: 3 clusters Score -8078192 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -8078232.500000 Penalty: 5305.038574
	Iteration 47Q: 3 clusters Score -8078232 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 42525 members 
Entering Unmasked Estep 
Score: -8078280.000000 Penalty: 5305.038574
	Iteration 48Q: 3 clusters Score -8078280 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 42626 members 
Entering Unmasked Estep 
Score: -8078335.500000 Penalty: 5305.038574
	Iteration 49Q: 3 clusters Score -8078336 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -8078371.500000 Penalty: 5305.038574
	Iteration 50Q: 3 clusters Score -8078372 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 42766 members 
Entering Unmasked Estep 
Score: -8078382.500000 Penalty: 5305.038574
	Iteration 51Q: 3 clusters Score -8078382 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 42825 members 
Entering Unmasked Estep 
Score: -8078411.500000 Penalty: 5305.038574
	Iteration 52Q: 3 clusters Score -8078412 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 42874 members 
Entering Unmasked Estep 
Score: -8078438.000000 Penalty: 5305.038574
	Iteration 53Q: 3 clusters Score -8078438 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 42912 members 
Entering Unmasked Estep 
Score: -8078436.000000 Penalty: 5305.038574
	Iteration 54Q: 3 clusters Score -8078436 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 42946 members 
Entering Unmasked Estep 
Score: -8078453.000000 Penalty: 5305.038574
	Iteration 55Q: 3 clusters Score -8078453 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -8078456.500000 Penalty: 5305.038574
	Iteration 56Q: 3 clusters Score -8078456 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
Score: -8078487.000000 Penalty: 5305.038574
	Iteration 57Q: 3 clusters Score -8078487 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 43034 members 
Entering Unmasked Estep 
Score: -8078489.500000 Penalty: 5305.038574
	Iteration 58Q: 3 clusters Score -8078490 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -8078504.500000 Penalty: 5305.038574
	Iteration 59Q: 3 clusters Score -8078504 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 43092 members 
Entering Unmasked Estep 
Score: -8078505.500000 Penalty: 5305.038574
	Iteration 60F: 3 clusters Score -8078506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 43101 members 
Entering Unmasked Estep 
Score: -8078499.000000 Penalty: 5305.038574
	Iteration 61Q: 3 clusters Score -8078499 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -8078507.000000 Penalty: 5305.038574
	Iteration 62Q: 3 clusters Score -8078507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 43119 members 
Entering Unmasked Estep 
Score: -8078508.000000 Penalty: 5305.038574
	Iteration 63Q: 3 clusters Score -8078508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 43130 members 
Entering Unmasked Estep 
Score: -8078515.000000 Penalty: 5305.038574
	Iteration 64Q: 3 clusters Score -8078515 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 43140 members 
Entering Unmasked Estep 
Score: -8078531.000000 Penalty: 5305.038574
	Iteration 65Q: 3 clusters Score -8078531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 43146 members 
Entering Unmasked Estep 
Score: -8078526.500000 Penalty: 5305.038574
	Iteration 66Q: 3 clusters Score -8078526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -8078532.500000 Penalty: 5305.038574
	Iteration 67Q: 3 clusters Score -8078532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 43157 members 
Entering Unmasked Estep 
Score: -8078545.000000 Penalty: 5305.038574
	Iteration 68Q: 3 clusters Score -8078545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -8078539.000000 Penalty: 5305.038574
	Iteration 69Q: 3 clusters Score -8078539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -8078541.500000 Penalty: 5305.038574
	Iteration 70Q: 3 clusters Score -8078542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
Score: -8078535.000000 Penalty: 5305.038574
	Iteration 71Q: 3 clusters Score -8078535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -8078540.500000 Penalty: 5305.038574
	Iteration 72Q: 3 clusters Score -8078540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 43171 members 
Entering Unmasked Estep 
Score: -8078543.000000 Penalty: 5305.038574
	Iteration 73Q: 3 clusters Score -8078543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 43175 members 
Entering Unmasked Estep 
Score: -8078542.500000 Penalty: 5305.038574
	Iteration 74Q: 3 clusters Score -8078542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -8078544.500000 Penalty: 5305.038574
	Iteration 75Q: 3 clusters Score -8078544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -8078549.000000 Penalty: 5305.038574
	Iteration 76Q: 3 clusters Score -8078549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 43182 members 
Entering Unmasked Estep 
Score: -8078550.500000 Penalty: 5305.038574
	Iteration 77Q: 3 clusters Score -8078550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -8078549.500000 Penalty: 5305.038574
	Iteration 78Q: 3 clusters Score -8078550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 43191 members 
Entering Unmasked Estep 
Score: -8078547.000000 Penalty: 5305.038574
	Iteration 79Q: 3 clusters Score -8078547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -8078545.000000 Penalty: 5305.038574
	Iteration 80F: 3 clusters Score -8078545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 43199 members 
Entering Unmasked Estep 
Score: -8078541.500000 Penalty: 5305.038574
	Iteration 81Q: 3 clusters Score -8078542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -8078547.500000 Penalty: 5305.038574
	Iteration 82Q: 3 clusters Score -8078548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -8078554.000000 Penalty: 5305.038574
	Iteration 83Q: 3 clusters Score -8078554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -8078556.000000 Penalty: 5305.038574
	Iteration 84Q: 3 clusters Score -8078556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -8078555.500000 Penalty: 5305.038574
	Iteration 85Q: 3 clusters Score -8078556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -8078555.500000 Penalty: 5305.038574
	Iteration 86F: 3 clusters Score -8078556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Entering Unmasked Estep 
Score: -125669.835938 Penalty: 1695.392334
	Iteration 0F: 2 clusters Score -125669.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -123864.656250 Penalty: 3390.784668
	Iteration 0F: 3 clusters Score -123864.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -124529.664062 Penalty: 3390.784668
	Iteration 1F: 3 clusters Score -124529.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -124971.945312 Penalty: 3390.784668
	Iteration 2F: 3 clusters Score -124971.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -125228.500000 Penalty: 3390.784668
	Iteration 3F: 3 clusters Score -125228.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -125436.828125 Penalty: 3390.784668
	Iteration 4Q: 3 clusters Score -125436.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -125589.835938 Penalty: 3390.784668
	Iteration 5Q: 3 clusters Score -125589.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -125739.851562 Penalty: 3390.784668
	Iteration 6Q: 3 clusters Score -125739.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -125871.625000 Penalty: 3390.784668
	Iteration 7Q: 3 clusters Score -125871.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -125981.000000 Penalty: 3390.784668
	Iteration 8Q: 3 clusters Score -125981 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -126052.148438 Penalty: 3390.784668
	Iteration 9Q: 3 clusters Score -126052.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -126115.359375 Penalty: 3390.784668
	Iteration 10Q: 3 clusters Score -126115.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -126160.984375 Penalty: 3390.784668
	Iteration 11Q: 3 clusters Score -126161 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -126195.539062 Penalty: 3390.784668
	Iteration 12Q: 3 clusters Score -126195.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -126224.960938 Penalty: 3390.784668
	Iteration 13Q: 3 clusters Score -126225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -126242.765625 Penalty: 3390.784668
	Iteration 14Q: 3 clusters Score -126242.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -126257.257812 Penalty: 3390.784668
	Iteration 15Q: 3 clusters Score -126257.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -126269.140625 Penalty: 3390.784668
	Iteration 16Q: 3 clusters Score -126269.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -126271.546875 Penalty: 3390.784668
	Iteration 17Q: 3 clusters Score -126271.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -126274.742188 Penalty: 3390.784668
	Iteration 18Q: 3 clusters Score -126274.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -126277.195312 Penalty: 3390.784668
	Iteration 19Q: 3 clusters Score -126277.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -126297.820312 Penalty: 3390.784668
	Iteration 20F: 3 clusters Score -126297.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -126329.976562 Penalty: 3390.784668
	Iteration 21Q: 3 clusters Score -126330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -126360.085938 Penalty: 3390.784668
	Iteration 22Q: 3 clusters Score -126360.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -126376.250000 Penalty: 3390.784668
	Iteration 23Q: 3 clusters Score -126376.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -126382.703125 Penalty: 3390.784668
	Iteration 24Q: 3 clusters Score -126382.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -126386.023438 Penalty: 3390.784668
	Iteration 25Q: 3 clusters Score -126386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -126388.492188 Penalty: 3390.784668
	Iteration 26Q: 3 clusters Score -126388.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -126395.445312 Penalty: 3390.784668
	Iteration 27Q: 3 clusters Score -126395.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -126395.445312 Penalty: 3390.784668
	Iteration 28F: 3 clusters Score -126395.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 47977 members 
Mstep: Class 2 contains 49401 members 
Mstep: Class 3 contains 4891 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 44163 members 
Mstep: Class 6 contains 430 members 
Mstep: Class 7 contains 45892 members 
Mstep: Class 8 contains 671 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 11 contains 501 members 
Mstep: Class 12 contains 44365 members 
Mstep: Class 13 contains 1962 members 
Mstep: Class 14 contains 52634 members 
Mstep: Class 15 contains 1300 members 
Mstep: Class 16 contains 621 members 
Mstep: Class 17 contains 45496 members 
Mstep: Class 18 contains 45233 members 
Mstep: Class 19 contains 31422 members 
Mstep: Class 20 contains 46992 members 
Mstep: Class 21 contains 50868 members 
Mstep: Class 22 contains 49550 members 
Mstep: Class 23 contains 48015 members 
Mstep: Class 24 contains 3245 members 
Entering Unmasked Estep 
Score: -111192096.000000 Penalty: 79364.328125
Splitting cluster 6 changes total score from -111192496.000000 to -111192096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (45892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45892 members 
Entering Unmasked Estep 
Score: -8386091.000000 Penalty: 2662.043457
	Iteration 0F: 2 clusters Score -8386091 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 23143 members 
Entering Unmasked Estep 
Score: -8356294.500000 Penalty: 5324.086914
	Iteration 0F: 3 clusters Score -8356294 nChanged 21140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -8368093.000000 Penalty: 5324.086914
	Iteration 1F: 3 clusters Score -8368093 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -8369159.500000 Penalty: 5324.086914
	Iteration 2F: 3 clusters Score -8369160 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 28016 members 
Entering Unmasked Estep 
Score: -8370803.500000 Penalty: 5324.086914
	Iteration 3F: 3 clusters Score -8370804 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -8373086.000000 Penalty: 5324.086914
	Iteration 4F: 3 clusters Score -8373086 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 33290 members 
Entering Unmasked Estep 
Score: -8375994.000000 Penalty: 5324.086914
	Iteration 5F: 3 clusters Score -8375994 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -8379281.500000 Penalty: 5324.086914
	Iteration 6F: 3 clusters Score -8379282 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -8382095.000000 Penalty: 5324.086914
	Iteration 7F: 3 clusters Score -8382095 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 39491 members 
Entering Unmasked Estep 
Score: -8383647.500000 Penalty: 5324.086914
	Iteration 8Q: 3 clusters Score -8383648 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 40150 members 
Entering Unmasked Estep 
Score: -8384241.500000 Penalty: 5324.086914
	Iteration 9Q: 3 clusters Score -8384242 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -8384467.000000 Penalty: 5324.086914
	Iteration 10Q: 3 clusters Score -8384467 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 40925 members 
Entering Unmasked Estep 
Score: -8384611.000000 Penalty: 5324.086914
	Iteration 11Q: 3 clusters Score -8384611 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -8384684.500000 Penalty: 5324.086914
	Iteration 12Q: 3 clusters Score -8384684 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -8384751.500000 Penalty: 5324.086914
	Iteration 13Q: 3 clusters Score -8384752 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 41640 members 
Entering Unmasked Estep 
Score: -8384794.500000 Penalty: 5324.086914
	Iteration 14Q: 3 clusters Score -8384794 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -8384821.500000 Penalty: 5324.086914
	Iteration 15Q: 3 clusters Score -8384822 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -8384841.000000 Penalty: 5324.086914
	Iteration 16Q: 3 clusters Score -8384841 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 42060 members 
Entering Unmasked Estep 
Score: -8384853.000000 Penalty: 5324.086914
	Iteration 17Q: 3 clusters Score -8384853 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -8384872.500000 Penalty: 5324.086914
	Iteration 18Q: 3 clusters Score -8384872 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -8384859.000000 Penalty: 5324.086914
	Iteration 19Q: 3 clusters Score -8384859 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 42371 members 
Entering Unmasked Estep 
Score: -8384863.000000 Penalty: 5324.086914
	Iteration 20F: 3 clusters Score -8384863 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -8384883.500000 Penalty: 5324.086914
	Iteration 21Q: 3 clusters Score -8384884 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 42512 members 
Entering Unmasked Estep 
Score: -8384888.500000 Penalty: 5324.086914
	Iteration 22Q: 3 clusters Score -8384888 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -8384890.000000 Penalty: 5324.086914
	Iteration 23Q: 3 clusters Score -8384890 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -8384873.000000 Penalty: 5324.086914
	Iteration 24Q: 3 clusters Score -8384873 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -8384880.500000 Penalty: 5324.086914
	Iteration 25Q: 3 clusters Score -8384880 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 42754 members 
Entering Unmasked Estep 
Score: -8384886.000000 Penalty: 5324.086914
	Iteration 26Q: 3 clusters Score -8384886 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 42817 members 
Entering Unmasked Estep 
Score: -8384875.500000 Penalty: 5324.086914
	Iteration 27Q: 3 clusters Score -8384876 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 42886 members 
Entering Unmasked Estep 
Score: -8384864.000000 Penalty: 5324.086914
	Iteration 28Q: 3 clusters Score -8384864 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -8384865.500000 Penalty: 5324.086914
	Iteration 29Q: 3 clusters Score -8384866 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 43004 members 
Entering Unmasked Estep 
Score: -8384869.000000 Penalty: 5324.086914
	Iteration 30Q: 3 clusters Score -8384869 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 43051 members 
Entering Unmasked Estep 
Score: -8384859.000000 Penalty: 5324.086914
	Iteration 31Q: 3 clusters Score -8384859 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 43101 members 
Entering Unmasked Estep 
Score: -8384862.000000 Penalty: 5324.086914
	Iteration 32Q: 3 clusters Score -8384862 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 43140 members 
Entering Unmasked Estep 
Score: -8384849.000000 Penalty: 5324.086914
	Iteration 33Q: 3 clusters Score -8384849 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -8384853.000000 Penalty: 5324.086914
	Iteration 34Q: 3 clusters Score -8384853 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -8384849.500000 Penalty: 5324.086914
	Iteration 35Q: 3 clusters Score -8384850 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -8384842.000000 Penalty: 5324.086914
	Iteration 36Q: 3 clusters Score -8384842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -8384844.500000 Penalty: 5324.086914
	Iteration 37Q: 3 clusters Score -8384844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -8384837.000000 Penalty: 5324.086914
	Iteration 38Q: 3 clusters Score -8384837 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -8384842.500000 Penalty: 5324.086914
	Iteration 39Q: 3 clusters Score -8384842 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 43314 members 
Entering Unmasked Estep 
Score: -8384833.000000 Penalty: 5324.086914
	Iteration 40F: 3 clusters Score -8384833 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 43340 members 
Entering Unmasked Estep 
Score: -8384845.500000 Penalty: 5324.086914
	Iteration 41Q: 3 clusters Score -8384846 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -8384840.500000 Penalty: 5324.086914
	Iteration 42Q: 3 clusters Score -8384840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -8384837.000000 Penalty: 5324.086914
	Iteration 43Q: 3 clusters Score -8384837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 43403 members 
Entering Unmasked Estep 
Score: -8384841.500000 Penalty: 5324.086914
	Iteration 44Q: 3 clusters Score -8384842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 43411 members 
Entering Unmasked Estep 
Score: -8384850.000000 Penalty: 5324.086914
	Iteration 45Q: 3 clusters Score -8384850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 43419 members 
Entering Unmasked Estep 
Score: -8384847.000000 Penalty: 5324.086914
	Iteration 46Q: 3 clusters Score -8384847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 43426 members 
Entering Unmasked Estep 
Score: -8384849.000000 Penalty: 5324.086914
	Iteration 47Q: 3 clusters Score -8384849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 43428 members 
Entering Unmasked Estep 
Score: -8384850.500000 Penalty: 5324.086914
	Iteration 48Q: 3 clusters Score -8384850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 43428 members 
Entering Unmasked Estep 
Score: -8384850.500000 Penalty: 5324.086914
	Iteration 49F: 3 clusters Score -8384850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Entering Unmasked Estep 
Score: -75502.328125 Penalty: 1614.174683
	Iteration 0F: 2 clusters Score -75502.33 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 332 members 
Entering Unmasked Estep 
Score: -73923.257812 Penalty: 3228.349365
	Iteration 0F: 3 clusters Score -73923.26 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -74316.562500 Penalty: 3228.349365
	Iteration 1F: 3 clusters Score -74316.56 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -74478.492188 Penalty: 3228.349365
	Iteration 2F: 3 clusters Score -74478.49 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -74595.804688 Penalty: 3228.349365
	Iteration 3F: 3 clusters Score -74595.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -74758.898438 Penalty: 3228.349365
	Iteration 4F: 3 clusters Score -74758.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -74895.375000 Penalty: 3228.349365
	Iteration 5F: 3 clusters Score -74895.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -74983.179688 Penalty: 3228.349365
	Iteration 6Q: 3 clusters Score -74983.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -75058.593750 Penalty: 3228.349365
	Iteration 7Q: 3 clusters Score -75058.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -75077.453125 Penalty: 3228.349365
	Iteration 8Q: 3 clusters Score -75077.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -75083.000000 Penalty: 3228.349365
	Iteration 9Q: 3 clusters Score -75083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -75097.796875 Penalty: 3228.349365
	Iteration 10Q: 3 clusters Score -75097.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -75110.718750 Penalty: 3228.349365
	Iteration 11Q: 3 clusters Score -75110.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -75127.882812 Penalty: 3228.349365
	Iteration 12Q: 3 clusters Score -75127.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -75129.273438 Penalty: 3228.349365
	Iteration 13Q: 3 clusters Score -75129.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -75131.835938 Penalty: 3228.349365
	Iteration 14Q: 3 clusters Score -75131.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -75143.406250 Penalty: 3228.349365
	Iteration 15Q: 3 clusters Score -75143.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -75163.726562 Penalty: 3228.349365
	Iteration 16Q: 3 clusters Score -75163.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -75165.500000 Penalty: 3228.349365
	Iteration 17F: 3 clusters Score -75165.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -75176.351562 Penalty: 3228.349365
	Iteration 18Q: 3 clusters Score -75176.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -75176.351562 Penalty: 3228.349365
	Iteration 19F: 3 clusters Score -75176.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Entering Unmasked Estep 
Score: -142501.812500 Penalty: 1695.924438
	Iteration 0F: 2 clusters Score -142501.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -140711.921875 Penalty: 3391.848877
	Iteration 0F: 3 clusters Score -140711.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -141104.515625 Penalty: 3391.848877
	Iteration 1F: 3 clusters Score -141104.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -141321.687500 Penalty: 3391.848877
	Iteration 2F: 3 clusters Score -141321.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -141506.281250 Penalty: 3391.848877
	Iteration 3F: 3 clusters Score -141506.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -141609.875000 Penalty: 3391.848877
	Iteration 4Q: 3 clusters Score -141609.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -141717.781250 Penalty: 3391.848877
	Iteration 5Q: 3 clusters Score -141717.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -141807.921875 Penalty: 3391.848877
	Iteration 6Q: 3 clusters Score -141807.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -141858.265625 Penalty: 3391.848877
	Iteration 7Q: 3 clusters Score -141858.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -141907.406250 Penalty: 3391.848877
	Iteration 8Q: 3 clusters Score -141907.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -141958.234375 Penalty: 3391.848877
	Iteration 9Q: 3 clusters Score -141958.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -141979.281250 Penalty: 3391.848877
	Iteration 10Q: 3 clusters Score -141979.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -142014.234375 Penalty: 3391.848877
	Iteration 11Q: 3 clusters Score -142014.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -142037.515625 Penalty: 3391.848877
	Iteration 12Q: 3 clusters Score -142037.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -142048.500000 Penalty: 3391.848877
	Iteration 13Q: 3 clusters Score -142048.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -142057.703125 Penalty: 3391.848877
	Iteration 14Q: 3 clusters Score -142057.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -142060.703125 Penalty: 3391.848877
	Iteration 15Q: 3 clusters Score -142060.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -142064.265625 Penalty: 3391.848877
	Iteration 16Q: 3 clusters Score -142064.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -142069.531250 Penalty: 3391.848877
	Iteration 17Q: 3 clusters Score -142069.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -142082.750000 Penalty: 3391.848877
	Iteration 18Q: 3 clusters Score -142082.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -142096.750000 Penalty: 3391.848877
	Iteration 19Q: 3 clusters Score -142096.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -142109.406250 Penalty: 3391.848877
	Iteration 20F: 3 clusters Score -142109.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -142119.015625 Penalty: 3391.848877
	Iteration 21Q: 3 clusters Score -142119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -142120.250000 Penalty: 3391.848877
	Iteration 22Q: 3 clusters Score -142120.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -142120.250000 Penalty: 3391.848877
	Iteration 23F: 3 clusters Score -142120.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Entering Unmasked Estep 
Score: -150321.203125 Penalty: 1685.889160
	Iteration 0F: 2 clusters Score -150321.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -148502.515625 Penalty: 3371.778320
	Iteration 0F: 3 clusters Score -148502.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -148817.828125 Penalty: 3371.778320
	Iteration 1F: 3 clusters Score -148817.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -148945.031250 Penalty: 3371.778320
	Iteration 2F: 3 clusters Score -148945 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -149044.250000 Penalty: 3371.778320
	Iteration 3Q: 3 clusters Score -149044.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -149168.062500 Penalty: 3371.778320
	Iteration 4Q: 3 clusters Score -149168.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -149277.812500 Penalty: 3371.778320
	Iteration 5Q: 3 clusters Score -149277.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -149364.125000 Penalty: 3371.778320
	Iteration 6Q: 3 clusters Score -149364.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -149453.343750 Penalty: 3371.778320
	Iteration 7Q: 3 clusters Score -149453.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -149499.281250 Penalty: 3371.778320
	Iteration 8Q: 3 clusters Score -149499.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -149548.343750 Penalty: 3371.778320
	Iteration 9Q: 3 clusters Score -149548.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -149588.328125 Penalty: 3371.778320
	Iteration 10Q: 3 clusters Score -149588.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -149632.968750 Penalty: 3371.778320
	Iteration 11Q: 3 clusters Score -149633 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -149664.343750 Penalty: 3371.778320
	Iteration 12Q: 3 clusters Score -149664.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -149687.718750 Penalty: 3371.778320
	Iteration 13Q: 3 clusters Score -149687.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -149707.375000 Penalty: 3371.778320
	Iteration 14Q: 3 clusters Score -149707.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -149724.750000 Penalty: 3371.778320
	Iteration 15Q: 3 clusters Score -149724.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -149739.781250 Penalty: 3371.778320
	Iteration 16Q: 3 clusters Score -149739.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -149750.953125 Penalty: 3371.778320
	Iteration 17Q: 3 clusters Score -149751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -149774.218750 Penalty: 3371.778320
	Iteration 18Q: 3 clusters Score -149774.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -149780.546875 Penalty: 3371.778320
	Iteration 19Q: 3 clusters Score -149780.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -149784.031250 Penalty: 3371.778320
	Iteration 20F: 3 clusters Score -149784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -149789.125000 Penalty: 3371.778320
	Iteration 21Q: 3 clusters Score -149789.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -149792.375000 Penalty: 3371.778320
	Iteration 22Q: 3 clusters Score -149792.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -149792.375000 Penalty: 3371.778320
	Iteration 23F: 3 clusters Score -149792.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Entering Unmasked Estep 
Score: -8104549.000000 Penalty: 2653.651123
	Iteration 0F: 2 clusters Score -8104549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 22170 members 
Entering Unmasked Estep 
Score: -8075129.000000 Penalty: 5307.302246
	Iteration 0F: 3 clusters Score -8075129 nChanged 20475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -8086648.500000 Penalty: 5307.302246
	Iteration 1F: 3 clusters Score -8086648 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -8087096.500000 Penalty: 5307.302246
	Iteration 2Q: 3 clusters Score -8087096 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -8087493.000000 Penalty: 5307.302246
	Iteration 3Q: 3 clusters Score -8087493 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -8087903.500000 Penalty: 5307.302246
	Iteration 4Q: 3 clusters Score -8087904 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -8088375.000000 Penalty: 5307.302246
	Iteration 5Q: 3 clusters Score -8088375 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -8088781.500000 Penalty: 5307.302246
	Iteration 6Q: 3 clusters Score -8088782 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -8089242.500000 Penalty: 5307.302246
	Iteration 7Q: 3 clusters Score -8089242 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -8089694.000000 Penalty: 5307.302246
	Iteration 8Q: 3 clusters Score -8089694 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24928 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -8090217.000000 Penalty: 5307.302246
	Iteration 9Q: 3 clusters Score -8090217 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -8090908.000000 Penalty: 5307.302246
	Iteration 10Q: 3 clusters Score -8090908 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -8091733.500000 Penalty: 5307.302246
	Iteration 11Q: 3 clusters Score -8091734 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -8092770.000000 Penalty: 5307.302246
	Iteration 12Q: 3 clusters Score -8092770 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -8093982.000000 Penalty: 5307.302246
	Iteration 13Q: 3 clusters Score -8093982 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -8095313.000000 Penalty: 5307.302246
	Iteration 14Q: 3 clusters Score -8095313 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -8096357.500000 Penalty: 5307.302246
	Iteration 15Q: 3 clusters Score -8096358 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -8097029.500000 Penalty: 5307.302246
	Iteration 16Q: 3 clusters Score -8097030 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -8097355.500000 Penalty: 5307.302246
	Iteration 17Q: 3 clusters Score -8097356 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -8097566.000000 Penalty: 5307.302246
	Iteration 18Q: 3 clusters Score -8097566 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -8097707.000000 Penalty: 5307.302246
	Iteration 19Q: 3 clusters Score -8097707 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -8097820.000000 Penalty: 5307.302246
	Iteration 20F: 3 clusters Score -8097820 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -8097907.000000 Penalty: 5307.302246
	Iteration 21Q: 3 clusters Score -8097907 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -8098001.500000 Penalty: 5307.302246
	Iteration 22Q: 3 clusters Score -8098002 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -8098132.500000 Penalty: 5307.302246
	Iteration 23Q: 3 clusters Score -8098132 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30807 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -8098199.000000 Penalty: 5307.302246
	Iteration 24Q: 3 clusters Score -8098199 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -8098295.500000 Penalty: 5307.302246
	Iteration 25Q: 3 clusters Score -8098296 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -8098339.500000 Penalty: 5307.302246
	Iteration 26Q: 3 clusters Score -8098340 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -8098412.500000 Penalty: 5307.302246
	Iteration 27Q: 3 clusters Score -8098412 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -8098545.500000 Penalty: 5307.302246
	Iteration 28Q: 3 clusters Score -8098546 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -8098634.500000 Penalty: 5307.302246
	Iteration 29Q: 3 clusters Score -8098634 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -8098678.500000 Penalty: 5307.302246
	Iteration 30Q: 3 clusters Score -8098678 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -8098751.500000 Penalty: 5307.302246
	Iteration 31Q: 3 clusters Score -8098752 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -8098858.500000 Penalty: 5307.302246
	Iteration 32Q: 3 clusters Score -8098858 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34238 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -8098970.000000 Penalty: 5307.302246
	Iteration 33Q: 3 clusters Score -8098970 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -8099114.500000 Penalty: 5307.302246
	Iteration 34Q: 3 clusters Score -8099114 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -8099224.500000 Penalty: 5307.302246
	Iteration 35Q: 3 clusters Score -8099224 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -8099335.500000 Penalty: 5307.302246
	Iteration 36Q: 3 clusters Score -8099336 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36099 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -8099478.500000 Penalty: 5307.302246
	Iteration 37Q: 3 clusters Score -8099478 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -8099619.500000 Penalty: 5307.302246
	Iteration 38Q: 3 clusters Score -8099620 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37091 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -8099778.000000 Penalty: 5307.302246
	Iteration 39Q: 3 clusters Score -8099778 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -8099949.000000 Penalty: 5307.302246
	Iteration 40F: 3 clusters Score -8099949 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -8100122.000000 Penalty: 5307.302246
	Iteration 41Q: 3 clusters Score -8100122 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -8100288.500000 Penalty: 5307.302246
	Iteration 42Q: 3 clusters Score -8100288 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -8100466.500000 Penalty: 5307.302246
	Iteration 43Q: 3 clusters Score -8100466 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -8100686.500000 Penalty: 5307.302246
	Iteration 44Q: 3 clusters Score -8100686 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -8100862.000000 Penalty: 5307.302246
	Iteration 45Q: 3 clusters Score -8100862 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -8101037.000000 Penalty: 5307.302246
	Iteration 46Q: 3 clusters Score -8101037 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -8101242.000000 Penalty: 5307.302246
	Iteration 47Q: 3 clusters Score -8101242 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -8101457.500000 Penalty: 5307.302246
	Iteration 48Q: 3 clusters Score -8101458 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -8101597.000000 Penalty: 5307.302246
	Iteration 49Q: 3 clusters Score -8101597 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -8101702.000000 Penalty: 5307.302246
	Iteration 50Q: 3 clusters Score -8101702 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42441 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -8101863.000000 Penalty: 5307.302246
	Iteration 51Q: 3 clusters Score -8101863 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -8101959.000000 Penalty: 5307.302246
	Iteration 52Q: 3 clusters Score -8101959 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -8102068.000000 Penalty: 5307.302246
	Iteration 53Q: 3 clusters Score -8102068 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -8102157.500000 Penalty: 5307.302246
	Iteration 54Q: 3 clusters Score -8102158 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -8102223.000000 Penalty: 5307.302246
	Iteration 55Q: 3 clusters Score -8102223 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43260 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -8102273.000000 Penalty: 5307.302246
	Iteration 56Q: 3 clusters Score -8102273 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43347 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8102311.000000 Penalty: 5307.302246
	Iteration 57Q: 3 clusters Score -8102311 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -8102332.500000 Penalty: 5307.302246
	Iteration 58Q: 3 clusters Score -8102332 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -8102363.500000 Penalty: 5307.302246
	Iteration 59Q: 3 clusters Score -8102364 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43517 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -8102380.000000 Penalty: 5307.302246
	Iteration 60F: 3 clusters Score -8102380 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -8102390.500000 Penalty: 5307.302246
	Iteration 61Q: 3 clusters Score -8102390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -8102408.000000 Penalty: 5307.302246
	Iteration 62Q: 3 clusters Score -8102408 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43596 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -8102445.500000 Penalty: 5307.302246
	Iteration 63Q: 3 clusters Score -8102446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43616 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8102459.500000 Penalty: 5307.302246
	Iteration 64Q: 3 clusters Score -8102460 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -8102469.000000 Penalty: 5307.302246
	Iteration 65Q: 3 clusters Score -8102469 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -8102468.000000 Penalty: 5307.302246
	Iteration 66Q: 3 clusters Score -8102468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43662 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8102477.000000 Penalty: 5307.302246
	Iteration 67Q: 3 clusters Score -8102477 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8102490.000000 Penalty: 5307.302246
	Iteration 68Q: 3 clusters Score -8102490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -8102497.000000 Penalty: 5307.302246
	Iteration 69Q: 3 clusters Score -8102497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8102505.500000 Penalty: 5307.302246
	Iteration 70Q: 3 clusters Score -8102506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43694 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -8102505.500000 Penalty: 5307.302246
	Iteration 71Q: 3 clusters Score -8102506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -8102510.000000 Penalty: 5307.302246
	Iteration 72Q: 3 clusters Score -8102510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43702 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -8102503.500000 Penalty: 5307.302246
	Iteration 73Q: 3 clusters Score -8102504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -8102501.500000 Penalty: 5307.302246
	Iteration 74Q: 3 clusters Score -8102502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43706 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -8102506.000000 Penalty: 5307.302246
	Iteration 75Q: 3 clusters Score -8102506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43714 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -8102513.000000 Penalty: 5307.302246
	Iteration 76Q: 3 clusters Score -8102513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43717 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -8102517.500000 Penalty: 5307.302246
	Iteration 77Q: 3 clusters Score -8102518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -8102513.500000 Penalty: 5307.302246
	Iteration 78Q: 3 clusters Score -8102514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43723 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -8102516.000000 Penalty: 5307.302246
	Iteration 79Q: 3 clusters Score -8102516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -8102516.000000 Penalty: 5307.302246
	Iteration 80F: 3 clusters Score -8102516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43727 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -8102516.000000 Penalty: 5307.302246
	Iteration 81Q: 3 clusters Score -8102516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43728 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -8102517.000000 Penalty: 5307.302246
	Iteration 82Q: 3 clusters Score -8102517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43728 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -8102520.000000 Penalty: 5307.302246
	Iteration 83Q: 3 clusters Score -8102520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43730 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -8102517.000000 Penalty: 5307.302246
	Iteration 84Q: 3 clusters Score -8102517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43730 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -8102517.000000 Penalty: 5307.302246
	Iteration 85F: 3 clusters Score -8102517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Entering Unmasked Estep 
Score: -331362.562500 Penalty: 1880.266479
	Iteration 0F: 2 clusters Score -331362.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -328743.875000 Penalty: 3760.532959
	Iteration 0F: 3 clusters Score -328743.9 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -329168.437500 Penalty: 3760.532959
	Iteration 1F: 3 clusters Score -329168.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -329301.125000 Penalty: 3760.532959
	Iteration 2F: 3 clusters Score -329301.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -329396.593750 Penalty: 3760.532959
	Iteration 3Q: 3 clusters Score -329396.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -329465.781250 Penalty: 3760.532959
	Iteration 4Q: 3 clusters Score -329465.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -329530.468750 Penalty: 3760.532959
	Iteration 5Q: 3 clusters Score -329530.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -329603.312500 Penalty: 3760.532959
	Iteration 6Q: 3 clusters Score -329603.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -329680.312500 Penalty: 3760.532959
	Iteration 7Q: 3 clusters Score -329680.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -329763.593750 Penalty: 3760.532959
	Iteration 8Q: 3 clusters Score -329763.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -329823.000000 Penalty: 3760.532959
	Iteration 9Q: 3 clusters Score -329823 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -329852.968750 Penalty: 3760.532959
	Iteration 10Q: 3 clusters Score -329853 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -329881.375000 Penalty: 3760.532959
	Iteration 11Q: 3 clusters Score -329881.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -329907.468750 Penalty: 3760.532959
	Iteration 12Q: 3 clusters Score -329907.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -329931.968750 Penalty: 3760.532959
	Iteration 13Q: 3 clusters Score -329932 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -329962.187500 Penalty: 3760.532959
	Iteration 14Q: 3 clusters Score -329962.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -330001.125000 Penalty: 3760.532959
	Iteration 15Q: 3 clusters Score -330001.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -330050.625000 Penalty: 3760.532959
	Iteration 16Q: 3 clusters Score -330050.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -330093.593750 Penalty: 3760.532959
	Iteration 17Q: 3 clusters Score -330093.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -330130.375000 Penalty: 3760.532959
	Iteration 18Q: 3 clusters Score -330130.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -330178.531250 Penalty: 3760.532959
	Iteration 19Q: 3 clusters Score -330178.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -330213.062500 Penalty: 3760.532959
	Iteration 20F: 3 clusters Score -330213.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -330250.906250 Penalty: 3760.532959
	Iteration 21Q: 3 clusters Score -330250.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -330285.156250 Penalty: 3760.532959
	Iteration 22Q: 3 clusters Score -330285.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -330320.281250 Penalty: 3760.532959
	Iteration 23Q: 3 clusters Score -330320.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -330353.656250 Penalty: 3760.532959
	Iteration 24Q: 3 clusters Score -330353.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -330378.500000 Penalty: 3760.532959
	Iteration 25Q: 3 clusters Score -330378.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -330405.687500 Penalty: 3760.532959
	Iteration 26Q: 3 clusters Score -330405.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -330426.000000 Penalty: 3760.532959
	Iteration 27Q: 3 clusters Score -330426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -330442.593750 Penalty: 3760.532959
	Iteration 28Q: 3 clusters Score -330442.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -330456.937500 Penalty: 3760.532959
	Iteration 29Q: 3 clusters Score -330456.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -330470.500000 Penalty: 3760.532959
	Iteration 30Q: 3 clusters Score -330470.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -330481.656250 Penalty: 3760.532959
	Iteration 31Q: 3 clusters Score -330481.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -330485.062500 Penalty: 3760.532959
	Iteration 32Q: 3 clusters Score -330485.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -330488.531250 Penalty: 3760.532959
	Iteration 33Q: 3 clusters Score -330488.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -330491.968750 Penalty: 3760.532959
	Iteration 34Q: 3 clusters Score -330492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -330494.031250 Penalty: 3760.532959
	Iteration 35Q: 3 clusters Score -330494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -330495.656250 Penalty: 3760.532959
	Iteration 36Q: 3 clusters Score -330495.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -330496.625000 Penalty: 3760.532959
	Iteration 37Q: 3 clusters Score -330496.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -330497.937500 Penalty: 3760.532959
	Iteration 38Q: 3 clusters Score -330497.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -330500.062500 Penalty: 3760.532959
	Iteration 39Q: 3 clusters Score -330500.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -330500.062500 Penalty: 3760.532959
	Iteration 40F: 3 clusters Score -330500.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (52634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52634 members 
Entering Unmasked Estep 
Score: -9540769.000000 Penalty: 2696.037109
	Iteration 0F: 2 clusters Score -9540769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 26226 members 
Entering Unmasked Estep 
Score: -9510103.000000 Penalty: 5392.074219
	Iteration 0F: 3 clusters Score -9510103 nChanged 24370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -9523254.000000 Penalty: 5392.074219
	Iteration 1F: 3 clusters Score -9523254 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -9523643.000000 Penalty: 5392.074219
	Iteration 2Q: 3 clusters Score -9523643 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -9524068.000000 Penalty: 5392.074219
	Iteration 3Q: 3 clusters Score -9524068 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -9524513.000000 Penalty: 5392.074219
	Iteration 4Q: 3 clusters Score -9524513 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -9525029.000000 Penalty: 5392.074219
	Iteration 5Q: 3 clusters Score -9525029 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -9525684.000000 Penalty: 5392.074219
	Iteration 6Q: 3 clusters Score -9525684 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -9526800.000000 Penalty: 5392.074219
	Iteration 7Q: 3 clusters Score -9526800 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36868 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -9528835.000000 Penalty: 5392.074219
	Iteration 8F: 3 clusters Score -9528835 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40981 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -9532052.000000 Penalty: 5392.074219
	Iteration 9F: 3 clusters Score -9532052 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -9535862.000000 Penalty: 5392.074219
	Iteration 10F: 3 clusters Score -9535862 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48853 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -9537561.000000 Penalty: 5392.074219
	Iteration 11F: 3 clusters Score -9537561 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51115 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -9538160.000000 Penalty: 5392.074219
	Iteration 12Q: 3 clusters Score -9538160 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52077 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -9538338.000000 Penalty: 5392.074219
	Iteration 13Q: 3 clusters Score -9538338 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52325 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9538401.000000 Penalty: 5392.074219
	Iteration 14Q: 3 clusters Score -9538401 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52400 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -9538459.000000 Penalty: 5392.074219
	Iteration 15Q: 3 clusters Score -9538459 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52421 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -9538521.000000 Penalty: 5392.074219
	Iteration 16Q: 3 clusters Score -9538521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52428 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -9538537.000000 Penalty: 5392.074219
	Iteration 17Q: 3 clusters Score -9538537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52432 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -9538542.000000 Penalty: 5392.074219
	Iteration 18Q: 3 clusters Score -9538542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52431 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -9538552.000000 Penalty: 5392.074219
	Iteration 19Q: 3 clusters Score -9538552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52431 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -9538552.000000 Penalty: 5392.074219
	Iteration 20F: 3 clusters Score -9538552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52432 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -9538554.000000 Penalty: 5392.074219
	Iteration 21Q: 3 clusters Score -9538554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52431 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -9538552.000000 Penalty: 5392.074219
	Iteration 22Q: 3 clusters Score -9538552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52429 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -9538564.000000 Penalty: 5392.074219
	Iteration 23Q: 3 clusters Score -9538564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52429 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -9538564.000000 Penalty: 5392.074219
	Iteration 24F: 3 clusters Score -9538564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Entering Unmasked Estep 
Score: -222929.062500 Penalty: 1778.189697
	Iteration 0F: 2 clusters Score -222929.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -220832.671875 Penalty: 3556.379395
	Iteration 0F: 3 clusters Score -220832.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -221369.453125 Penalty: 3556.379395
	Iteration 1F: 3 clusters Score -221369.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -221610.031250 Penalty: 3556.379395
	Iteration 2F: 3 clusters Score -221610 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -221786.265625 Penalty: 3556.379395
	Iteration 3F: 3 clusters Score -221786.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -221947.187500 Penalty: 3556.379395
	Iteration 4F: 3 clusters Score -221947.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -222122.000000 Penalty: 3556.379395
	Iteration 5F: 3 clusters Score -222122 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -222281.062500 Penalty: 3556.379395
	Iteration 6F: 3 clusters Score -222281.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -222433.406250 Penalty: 3556.379395
	Iteration 7Q: 3 clusters Score -222433.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -222528.390625 Penalty: 3556.379395
	Iteration 8Q: 3 clusters Score -222528.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -222592.203125 Penalty: 3556.379395
	Iteration 9Q: 3 clusters Score -222592.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -222624.625000 Penalty: 3556.379395
	Iteration 10Q: 3 clusters Score -222624.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -222649.500000 Penalty: 3556.379395
	Iteration 11Q: 3 clusters Score -222649.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -222657.828125 Penalty: 3556.379395
	Iteration 12Q: 3 clusters Score -222657.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -222661.359375 Penalty: 3556.379395
	Iteration 13Q: 3 clusters Score -222661.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -222663.187500 Penalty: 3556.379395
	Iteration 14Q: 3 clusters Score -222663.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -222663.812500 Penalty: 3556.379395
	Iteration 15Q: 3 clusters Score -222663.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -222663.812500 Penalty: 3556.379395
	Iteration 16F: 3 clusters Score -222663.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -107267.625000 Penalty: 1594.970093
	Iteration 0F: 2 clusters Score -107267.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -105637.406250 Penalty: 3189.940186
	Iteration 0F: 3 clusters Score -105637.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -105875.570312 Penalty: 3189.940186
	Iteration 1F: 3 clusters Score -105875.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -105945.250000 Penalty: 3189.940186
	Iteration 2F: 3 clusters Score -105945.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -105968.070312 Penalty: 3189.940186
	Iteration 3Q: 3 clusters Score -105968.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -105983.296875 Penalty: 3189.940186
	Iteration 4Q: 3 clusters Score -105983.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -105996.859375 Penalty: 3189.940186
	Iteration 5Q: 3 clusters Score -105996.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -106003.984375 Penalty: 3189.940186
	Iteration 6Q: 3 clusters Score -106004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -106005.640625 Penalty: 3189.940186
	Iteration 7Q: 3 clusters Score -106005.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -106005.640625 Penalty: 3189.940186
	Iteration 8F: 3 clusters Score -106005.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Entering Unmasked Estep 
Score: -8354137.500000 Penalty: 2659.894287
	Iteration 0F: 2 clusters Score -8354138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -8325688.000000 Penalty: 5319.788574
	Iteration 0F: 3 clusters Score -8325688 nChanged 20838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23492 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -8336946.000000 Penalty: 5319.788574
	Iteration 1F: 3 clusters Score -8336946 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -8337460.000000 Penalty: 5319.788574
	Iteration 2Q: 3 clusters Score -8337460 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -8337901.000000 Penalty: 5319.788574
	Iteration 3Q: 3 clusters Score -8337901 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -8338348.000000 Penalty: 5319.788574
	Iteration 4Q: 3 clusters Score -8338348 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -8339021.000000 Penalty: 5319.788574
	Iteration 5Q: 3 clusters Score -8339021 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -8340061.000000 Penalty: 5319.788574
	Iteration 6Q: 3 clusters Score -8340061 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -8341751.000000 Penalty: 5319.788574
	Iteration 7F: 3 clusters Score -8341751 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33427 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -8344316.000000 Penalty: 5319.788574
	Iteration 8F: 3 clusters Score -8344316 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -8347478.500000 Penalty: 5319.788574
	Iteration 9F: 3 clusters Score -8347478 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -8350238.000000 Penalty: 5319.788574
	Iteration 10F: 3 clusters Score -8350238 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -8352066.000000 Penalty: 5319.788574
	Iteration 11Q: 3 clusters Score -8352066 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -8352997.500000 Penalty: 5319.788574
	Iteration 12Q: 3 clusters Score -8352998 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43004 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -8353355.500000 Penalty: 5319.788574
	Iteration 13Q: 3 clusters Score -8353356 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -8353433.000000 Penalty: 5319.788574
	Iteration 14Q: 3 clusters Score -8353433 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43588 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -8353513.000000 Penalty: 5319.788574
	Iteration 15Q: 3 clusters Score -8353513 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -8353559.500000 Penalty: 5319.788574
	Iteration 16Q: 3 clusters Score -8353560 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -8353546.500000 Penalty: 5319.788574
	Iteration 17Q: 3 clusters Score -8353546 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -8353570.000000 Penalty: 5319.788574
	Iteration 18Q: 3 clusters Score -8353570 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44111 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -8353556.000000 Penalty: 5319.788574
	Iteration 19Q: 3 clusters Score -8353556 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44160 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -8353536.500000 Penalty: 5319.788574
	Iteration 20F: 3 clusters Score -8353536 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44200 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -8353540.000000 Penalty: 5319.788574
	Iteration 21Q: 3 clusters Score -8353540 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44245 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -8353536.500000 Penalty: 5319.788574
	Iteration 22Q: 3 clusters Score -8353536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44272 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -8353526.000000 Penalty: 5319.788574
	Iteration 23Q: 3 clusters Score -8353526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44296 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -8353515.000000 Penalty: 5319.788574
	Iteration 24Q: 3 clusters Score -8353515 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44315 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -8353506.000000 Penalty: 5319.788574
	Iteration 25Q: 3 clusters Score -8353506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -8353506.000000 Penalty: 5319.788574
	Iteration 26Q: 3 clusters Score -8353506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -8353504.000000 Penalty: 5319.788574
	Iteration 27Q: 3 clusters Score -8353504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44341 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -8353486.000000 Penalty: 5319.788574
	Iteration 28Q: 3 clusters Score -8353486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44348 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -8353478.000000 Penalty: 5319.788574
	Iteration 29Q: 3 clusters Score -8353478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44352 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -8353482.000000 Penalty: 5319.788574
	Iteration 30Q: 3 clusters Score -8353482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44354 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -8353480.000000 Penalty: 5319.788574
	Iteration 31Q: 3 clusters Score -8353480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44354 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -8353478.000000 Penalty: 5319.788574
	Iteration 32Q: 3 clusters Score -8353478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -8353484.500000 Penalty: 5319.788574
	Iteration 33Q: 3 clusters Score -8353484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -8353484.500000 Penalty: 5319.788574
	Iteration 34F: 3 clusters Score -8353484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45233 members 
Entering Unmasked Estep 
Score: -8322898.000000 Penalty: 2658.456543
	Iteration 0F: 2 clusters Score -8322898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -8293786.500000 Penalty: 5316.913086
	Iteration 0F: 3 clusters Score -8293786 nChanged 20947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -8305439.500000 Penalty: 5316.913086
	Iteration 1F: 3 clusters Score -8305440 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -8306067.000000 Penalty: 5316.913086
	Iteration 2Q: 3 clusters Score -8306067 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -8306707.000000 Penalty: 5316.913086
	Iteration 3Q: 3 clusters Score -8306707 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -8307565.500000 Penalty: 5316.913086
	Iteration 4Q: 3 clusters Score -8307566 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -8308556.000000 Penalty: 5316.913086
	Iteration 5Q: 3 clusters Score -8308556 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -8309983.000000 Penalty: 5316.913086
	Iteration 6F: 3 clusters Score -8309983 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -8311932.500000 Penalty: 5316.913086
	Iteration 7F: 3 clusters Score -8311932 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -8314268.000000 Penalty: 5316.913086
	Iteration 8F: 3 clusters Score -8314268 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -8316507.000000 Penalty: 5316.913086
	Iteration 9F: 3 clusters Score -8316507 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 37866 members 
Entering Unmasked Estep 
Score: -8318131.000000 Penalty: 5316.913086
	Iteration 10Q: 3 clusters Score -8318131 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 38997 members 
Entering Unmasked Estep 
Score: -8319095.000000 Penalty: 5316.913086
	Iteration 11Q: 3 clusters Score -8319095 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 39794 members 
Entering Unmasked Estep 
Score: -8319571.500000 Penalty: 5316.913086
	Iteration 12Q: 3 clusters Score -8319572 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -8319860.000000 Penalty: 5316.913086
	Iteration 13Q: 3 clusters Score -8319860 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -8320054.000000 Penalty: 5316.913086
	Iteration 14Q: 3 clusters Score -8320054 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
Score: -8320235.000000 Penalty: 5316.913086
	Iteration 15Q: 3 clusters Score -8320235 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 41899 members 
Entering Unmasked Estep 
Score: -8320371.000000 Penalty: 5316.913086
	Iteration 16Q: 3 clusters Score -8320371 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
Score: -8320451.500000 Penalty: 5316.913086
	Iteration 17Q: 3 clusters Score -8320452 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 42622 members 
Entering Unmasked Estep 
Score: -8320537.000000 Penalty: 5316.913086
	Iteration 18Q: 3 clusters Score -8320537 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -8320607.500000 Penalty: 5316.913086
	Iteration 19Q: 3 clusters Score -8320608 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -8320651.500000 Penalty: 5316.913086
	Iteration 20F: 3 clusters Score -8320652 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -8320738.500000 Penalty: 5316.913086
	Iteration 21Q: 3 clusters Score -8320738 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -8320800.500000 Penalty: 5316.913086
	Iteration 22Q: 3 clusters Score -8320800 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 43827 members 
Entering Unmasked Estep 
Score: -8320862.500000 Penalty: 5316.913086
	Iteration 23Q: 3 clusters Score -8320862 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 43985 members 
Entering Unmasked Estep 
Score: -8320868.500000 Penalty: 5316.913086
	Iteration 24Q: 3 clusters Score -8320868 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 44108 members 
Entering Unmasked Estep 
Score: -8320876.000000 Penalty: 5316.913086
	Iteration 25Q: 3 clusters Score -8320876 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 44190 members 
Entering Unmasked Estep 
Score: -8320877.500000 Penalty: 5316.913086
	Iteration 26Q: 3 clusters Score -8320878 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 44262 members 
Entering Unmasked Estep 
Score: -8320916.000000 Penalty: 5316.913086
	Iteration 27Q: 3 clusters Score -8320916 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 44327 members 
Entering Unmasked Estep 
Score: -8320921.000000 Penalty: 5316.913086
	Iteration 28Q: 3 clusters Score -8320921 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
Score: -8320936.000000 Penalty: 5316.913086
	Iteration 29Q: 3 clusters Score -8320936 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -8320943.500000 Penalty: 5316.913086
	Iteration 30Q: 3 clusters Score -8320944 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -8320951.500000 Penalty: 5316.913086
	Iteration 31Q: 3 clusters Score -8320952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -8320954.000000 Penalty: 5316.913086
	Iteration 32Q: 3 clusters Score -8320954 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 44524 members 
Entering Unmasked Estep 
Score: -8320959.500000 Penalty: 5316.913086
	Iteration 33Q: 3 clusters Score -8320960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 44541 members 
Entering Unmasked Estep 
Score: -8320957.000000 Penalty: 5316.913086
	Iteration 34Q: 3 clusters Score -8320957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 44553 members 
Entering Unmasked Estep 
Score: -8320950.000000 Penalty: 5316.913086
	Iteration 35Q: 3 clusters Score -8320950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -8320952.000000 Penalty: 5316.913086
	Iteration 36Q: 3 clusters Score -8320952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -8320950.000000 Penalty: 5316.913086
	Iteration 37Q: 3 clusters Score -8320950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 44583 members 
Entering Unmasked Estep 
Score: -8320962.000000 Penalty: 5316.913086
	Iteration 38Q: 3 clusters Score -8320962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
Score: -8320954.000000 Penalty: 5316.913086
	Iteration 39Q: 3 clusters Score -8320954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 44598 members 
Entering Unmasked Estep 
Score: -8320960.000000 Penalty: 5316.913086
	Iteration 40F: 3 clusters Score -8320960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 44603 members 
Entering Unmasked Estep 
Score: -8320963.500000 Penalty: 5316.913086
	Iteration 41Q: 3 clusters Score -8320964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -8320960.000000 Penalty: 5316.913086
	Iteration 42Q: 3 clusters Score -8320960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -8320967.000000 Penalty: 5316.913086
	Iteration 43Q: 3 clusters Score -8320967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 44614 members 
Entering Unmasked Estep 
Score: -8320966.000000 Penalty: 5316.913086
	Iteration 44Q: 3 clusters Score -8320966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -8320963.000000 Penalty: 5316.913086
	Iteration 45Q: 3 clusters Score -8320963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 44616 members 
Entering Unmasked Estep 
Score: -8320961.000000 Penalty: 5316.913086
	Iteration 46Q: 3 clusters Score -8320961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 44617 members 
Entering Unmasked Estep 
Score: -8320959.500000 Penalty: 5316.913086
	Iteration 47Q: 3 clusters Score -8320960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
Score: -8320966.000000 Penalty: 5316.913086
	Iteration 48Q: 3 clusters Score -8320966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 44622 members 
Entering Unmasked Estep 
Score: -8320958.500000 Penalty: 5316.913086
	Iteration 49Q: 3 clusters Score -8320958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 44627 members 
Entering Unmasked Estep 
Score: -8320959.500000 Penalty: 5316.913086
	Iteration 50Q: 3 clusters Score -8320960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -8320962.500000 Penalty: 5316.913086
	Iteration 51Q: 3 clusters Score -8320962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
Score: -8320966.500000 Penalty: 5316.913086
	Iteration 52Q: 3 clusters Score -8320966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 44635 members 
Entering Unmasked Estep 
Score: -8320975.000000 Penalty: 5316.913086
	Iteration 53Q: 3 clusters Score -8320975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 44635 members 
Entering Unmasked Estep 
Score: -8320975.000000 Penalty: 5316.913086
	Iteration 54F: 3 clusters Score -8320975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Entering Unmasked Estep 
Score: -5588317.000000 Penalty: 2568.105469
	Iteration 0F: 2 clusters Score -5588317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -5566648.000000 Penalty: 5136.210938
	Iteration 0F: 3 clusters Score -5566648 nChanged 14336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -5574353.500000 Penalty: 5136.210938
	Iteration 1F: 3 clusters Score -5574354 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -5574787.000000 Penalty: 5136.210938
	Iteration 2Q: 3 clusters Score -5574787 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -5575065.500000 Penalty: 5136.210938
	Iteration 3Q: 3 clusters Score -5575066 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -5575380.000000 Penalty: 5136.210938
	Iteration 4Q: 3 clusters Score -5575380 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -5575748.000000 Penalty: 5136.210938
	Iteration 5Q: 3 clusters Score -5575748 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -5576235.000000 Penalty: 5136.210938
	Iteration 6Q: 3 clusters Score -5576235 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -5576872.000000 Penalty: 5136.210938
	Iteration 7Q: 3 clusters Score -5576872 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -5577745.500000 Penalty: 5136.210938
	Iteration 8Q: 3 clusters Score -5577746 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -5578903.500000 Penalty: 5136.210938
	Iteration 9F: 3 clusters Score -5578904 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -5580527.500000 Penalty: 5136.210938
	Iteration 10F: 3 clusters Score -5580528 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -5582378.000000 Penalty: 5136.210938
	Iteration 11F: 3 clusters Score -5582378 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -5583963.000000 Penalty: 5136.210938
	Iteration 12F: 3 clusters Score -5583963 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -5585040.000000 Penalty: 5136.210938
	Iteration 13Q: 3 clusters Score -5585040 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5585571.500000 Penalty: 5136.210938
	Iteration 14Q: 3 clusters Score -5585572 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31018 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -5585803.500000 Penalty: 5136.210938
	Iteration 15Q: 3 clusters Score -5585804 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5585909.500000 Penalty: 5136.210938
	Iteration 16Q: 3 clusters Score -5585910 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -5585965.000000 Penalty: 5136.210938
	Iteration 17Q: 3 clusters Score -5585965 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5585993.500000 Penalty: 5136.210938
	Iteration 18Q: 3 clusters Score -5585994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31167 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5586026.500000 Penalty: 5136.210938
	Iteration 19Q: 3 clusters Score -5586026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -5586039.500000 Penalty: 5136.210938
	Iteration 20F: 3 clusters Score -5586040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5586059.500000 Penalty: 5136.210938
	Iteration 21Q: 3 clusters Score -5586060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5586068.000000 Penalty: 5136.210938
	Iteration 22Q: 3 clusters Score -5586068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5586064.500000 Penalty: 5136.210938
	Iteration 23Q: 3 clusters Score -5586064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5586065.000000 Penalty: 5136.210938
	Iteration 24Q: 3 clusters Score -5586065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5586071.000000 Penalty: 5136.210938
	Iteration 25Q: 3 clusters Score -5586071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5586079.000000 Penalty: 5136.210938
	Iteration 26Q: 3 clusters Score -5586079 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5586084.500000 Penalty: 5136.210938
	Iteration 27Q: 3 clusters Score -5586084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -5586079.000000 Penalty: 5136.210938
	Iteration 28Q: 3 clusters Score -5586079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5586083.000000 Penalty: 5136.210938
	Iteration 29Q: 3 clusters Score -5586083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -5586083.000000 Penalty: 5136.210938
	Iteration 30F: 3 clusters Score -5586083 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (46992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46992 members 
Entering Unmasked Estep 
Score: -8701914.000000 Penalty: 2667.917725
	Iteration 0F: 2 clusters Score -8701914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -8672773.000000 Penalty: 5335.835449
	Iteration 0F: 3 clusters Score -8672773 nChanged 21638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -8684804.000000 Penalty: 5335.835449
	Iteration 1F: 3 clusters Score -8684804 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -8685304.000000 Penalty: 5335.835449
	Iteration 2Q: 3 clusters Score -8685304 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 23548 members 
Entering Unmasked Estep 
Score: -8685794.000000 Penalty: 5335.835449
	Iteration 3Q: 3 clusters Score -8685794 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -8686235.000000 Penalty: 5335.835449
	Iteration 4Q: 3 clusters Score -8686235 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -8686776.000000 Penalty: 5335.835449
	Iteration 5Q: 3 clusters Score -8686776 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -8687417.000000 Penalty: 5335.835449
	Iteration 6Q: 3 clusters Score -8687417 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -8688381.000000 Penalty: 5335.835449
	Iteration 7Q: 3 clusters Score -8688381 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -8689831.000000 Penalty: 5335.835449
	Iteration 8Q: 3 clusters Score -8689831 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -8691668.000000 Penalty: 5335.835449
	Iteration 9F: 3 clusters Score -8691668 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -8693526.000000 Penalty: 5335.835449
	Iteration 10F: 3 clusters Score -8693526 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -8694688.000000 Penalty: 5335.835449
	Iteration 11Q: 3 clusters Score -8694688 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -8695244.000000 Penalty: 5335.835449
	Iteration 12Q: 3 clusters Score -8695244 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -8695456.000000 Penalty: 5335.835449
	Iteration 13Q: 3 clusters Score -8695456 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26316 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -8695605.000000 Penalty: 5335.835449
	Iteration 14Q: 3 clusters Score -8695605 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -8695741.000000 Penalty: 5335.835449
	Iteration 15Q: 3 clusters Score -8695741 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 20087 members 
Entering Unmasked Estep 
Score: -8695851.000000 Penalty: 5335.835449
	Iteration 16Q: 3 clusters Score -8695851 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -8695956.000000 Penalty: 5335.835449
	Iteration 17Q: 3 clusters Score -8695956 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -8696056.000000 Penalty: 5335.835449
	Iteration 18Q: 3 clusters Score -8696056 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27713 members 
Mstep: Class 2 contains 19279 members 
Entering Unmasked Estep 
Score: -8696194.000000 Penalty: 5335.835449
	Iteration 19Q: 3 clusters Score -8696194 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -8696304.000000 Penalty: 5335.835449
	Iteration 20F: 3 clusters Score -8696304 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -8696431.000000 Penalty: 5335.835449
	Iteration 21Q: 3 clusters Score -8696431 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -8696502.000000 Penalty: 5335.835449
	Iteration 22Q: 3 clusters Score -8696502 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29156 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -8696576.000000 Penalty: 5335.835449
	Iteration 23Q: 3 clusters Score -8696576 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29592 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -8696692.000000 Penalty: 5335.835449
	Iteration 24Q: 3 clusters Score -8696692 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -8696796.000000 Penalty: 5335.835449
	Iteration 25Q: 3 clusters Score -8696796 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -8696930.000000 Penalty: 5335.835449
	Iteration 26Q: 3 clusters Score -8696930 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -8697069.000000 Penalty: 5335.835449
	Iteration 27Q: 3 clusters Score -8697069 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -8697240.000000 Penalty: 5335.835449
	Iteration 28Q: 3 clusters Score -8697240 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -8697384.000000 Penalty: 5335.835449
	Iteration 29Q: 3 clusters Score -8697384 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -8697507.000000 Penalty: 5335.835449
	Iteration 30Q: 3 clusters Score -8697507 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -8697584.000000 Penalty: 5335.835449
	Iteration 31Q: 3 clusters Score -8697584 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -8697730.000000 Penalty: 5335.835449
	Iteration 32Q: 3 clusters Score -8697730 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33901 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -8697862.000000 Penalty: 5335.835449
	Iteration 33Q: 3 clusters Score -8697862 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34468 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -8698021.000000 Penalty: 5335.835449
	Iteration 34Q: 3 clusters Score -8698021 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -8698161.000000 Penalty: 5335.835449
	Iteration 35Q: 3 clusters Score -8698161 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -8698346.000000 Penalty: 5335.835449
	Iteration 36Q: 3 clusters Score -8698346 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -8698526.000000 Penalty: 5335.835449
	Iteration 37Q: 3 clusters Score -8698526 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -8698736.000000 Penalty: 5335.835449
	Iteration 38Q: 3 clusters Score -8698736 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -8698907.000000 Penalty: 5335.835449
	Iteration 39Q: 3 clusters Score -8698907 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38074 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -8699062.000000 Penalty: 5335.835449
	Iteration 40F: 3 clusters Score -8699062 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38723 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -8699190.000000 Penalty: 5335.835449
	Iteration 41Q: 3 clusters Score -8699190 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -8699352.000000 Penalty: 5335.835449
	Iteration 42Q: 3 clusters Score -8699352 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -8699481.000000 Penalty: 5335.835449
	Iteration 43Q: 3 clusters Score -8699481 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -8699669.000000 Penalty: 5335.835449
	Iteration 44Q: 3 clusters Score -8699669 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41058 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -8699848.000000 Penalty: 5335.835449
	Iteration 45Q: 3 clusters Score -8699848 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -8699947.000000 Penalty: 5335.835449
	Iteration 46Q: 3 clusters Score -8699947 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -8700043.000000 Penalty: 5335.835449
	Iteration 47Q: 3 clusters Score -8700043 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -8700131.000000 Penalty: 5335.835449
	Iteration 48Q: 3 clusters Score -8700131 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -8700198.000000 Penalty: 5335.835449
	Iteration 49Q: 3 clusters Score -8700198 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42957 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -8700254.000000 Penalty: 5335.835449
	Iteration 50Q: 3 clusters Score -8700254 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43250 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -8700337.000000 Penalty: 5335.835449
	Iteration 51Q: 3 clusters Score -8700337 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -8700365.000000 Penalty: 5335.835449
	Iteration 52Q: 3 clusters Score -8700365 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43762 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -8700379.000000 Penalty: 5335.835449
	Iteration 53Q: 3 clusters Score -8700379 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -8700406.000000 Penalty: 5335.835449
	Iteration 54Q: 3 clusters Score -8700406 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44212 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -8700393.000000 Penalty: 5335.835449
	Iteration 55Q: 3 clusters Score -8700393 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44405 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -8700390.000000 Penalty: 5335.835449
	Iteration 56Q: 3 clusters Score -8700390 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44578 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -8700391.000000 Penalty: 5335.835449
	Iteration 57Q: 3 clusters Score -8700391 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -8700377.000000 Penalty: 5335.835449
	Iteration 58Q: 3 clusters Score -8700377 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44840 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -8700348.000000 Penalty: 5335.835449
	Iteration 59Q: 3 clusters Score -8700348 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44950 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -8700318.000000 Penalty: 5335.835449
	Iteration 60F: 3 clusters Score -8700318 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45033 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -8700341.000000 Penalty: 5335.835449
	Iteration 61Q: 3 clusters Score -8700341 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -8700366.000000 Penalty: 5335.835449
	Iteration 62Q: 3 clusters Score -8700366 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -8700353.000000 Penalty: 5335.835449
	Iteration 63Q: 3 clusters Score -8700353 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45247 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -8700342.000000 Penalty: 5335.835449
	Iteration 64Q: 3 clusters Score -8700342 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -8700347.000000 Penalty: 5335.835449
	Iteration 65Q: 3 clusters Score -8700347 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -8700332.000000 Penalty: 5335.835449
	Iteration 66Q: 3 clusters Score -8700332 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -8700337.000000 Penalty: 5335.835449
	Iteration 67Q: 3 clusters Score -8700337 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45380 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -8700327.000000 Penalty: 5335.835449
	Iteration 68Q: 3 clusters Score -8700327 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45405 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -8700316.000000 Penalty: 5335.835449
	Iteration 69Q: 3 clusters Score -8700316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -8700305.000000 Penalty: 5335.835449
	Iteration 70Q: 3 clusters Score -8700305 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45445 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -8700292.000000 Penalty: 5335.835449
	Iteration 71Q: 3 clusters Score -8700292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -8700293.000000 Penalty: 5335.835449
	Iteration 72Q: 3 clusters Score -8700293 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45483 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -8700277.000000 Penalty: 5335.835449
	Iteration 73Q: 3 clusters Score -8700277 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -8700278.000000 Penalty: 5335.835449
	Iteration 74Q: 3 clusters Score -8700278 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45530 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -8700280.000000 Penalty: 5335.835449
	Iteration 75Q: 3 clusters Score -8700280 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45556 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -8700270.000000 Penalty: 5335.835449
	Iteration 76Q: 3 clusters Score -8700270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45575 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -8700266.000000 Penalty: 5335.835449
	Iteration 77Q: 3 clusters Score -8700266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45592 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -8700267.000000 Penalty: 5335.835449
	Iteration 78Q: 3 clusters Score -8700267 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45606 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -8700255.000000 Penalty: 5335.835449
	Iteration 79Q: 3 clusters Score -8700255 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45617 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -8700256.000000 Penalty: 5335.835449
	Iteration 80F: 3 clusters Score -8700256 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45629 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -8700256.000000 Penalty: 5335.835449
	Iteration 81Q: 3 clusters Score -8700256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45636 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -8700251.000000 Penalty: 5335.835449
	Iteration 82Q: 3 clusters Score -8700251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45642 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -8700250.000000 Penalty: 5335.835449
	Iteration 83Q: 3 clusters Score -8700250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45648 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -8700254.000000 Penalty: 5335.835449
	Iteration 84Q: 3 clusters Score -8700254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -8700245.000000 Penalty: 5335.835449
	Iteration 85Q: 3 clusters Score -8700245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45658 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -8700246.000000 Penalty: 5335.835449
	Iteration 86Q: 3 clusters Score -8700246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45659 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -8700240.000000 Penalty: 5335.835449
	Iteration 87Q: 3 clusters Score -8700240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45660 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -8700245.000000 Penalty: 5335.835449
	Iteration 88Q: 3 clusters Score -8700245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45662 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -8700242.000000 Penalty: 5335.835449
	Iteration 89Q: 3 clusters Score -8700242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45662 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -8700242.000000 Penalty: 5335.835449
	Iteration 90F: 3 clusters Score -8700242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (50868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50868 members 
Entering Unmasked Estep 
Score: -9289417.000000 Penalty: 2687.573486
	Iteration 0F: 2 clusters Score -9289417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -9257979.000000 Penalty: 5375.146973
	Iteration 0F: 3 clusters Score -9257979 nChanged 23462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -9271009.000000 Penalty: 5375.146973
	Iteration 1F: 3 clusters Score -9271009 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 26288 members 
Entering Unmasked Estep 
Score: -9271536.000000 Penalty: 5375.146973
	Iteration 2Q: 3 clusters Score -9271536 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -9272058.000000 Penalty: 5375.146973
	Iteration 3Q: 3 clusters Score -9272058 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -9272462.000000 Penalty: 5375.146973
	Iteration 4Q: 3 clusters Score -9272462 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -9272908.000000 Penalty: 5375.146973
	Iteration 5Q: 3 clusters Score -9272908 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -9273502.000000 Penalty: 5375.146973
	Iteration 6Q: 3 clusters Score -9273502 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -9274330.000000 Penalty: 5375.146973
	Iteration 7Q: 3 clusters Score -9274330 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -9275556.000000 Penalty: 5375.146973
	Iteration 8Q: 3 clusters Score -9275556 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -9277467.000000 Penalty: 5375.146973
	Iteration 9F: 3 clusters Score -9277467 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -9280024.000000 Penalty: 5375.146973
	Iteration 10F: 3 clusters Score -9280024 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 43471 members 
Entering Unmasked Estep 
Score: -9282528.000000 Penalty: 5375.146973
	Iteration 11F: 3 clusters Score -9282528 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -9284610.000000 Penalty: 5375.146973
	Iteration 12F: 3 clusters Score -9284610 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 48020 members 
Entering Unmasked Estep 
Score: -9285727.000000 Penalty: 5375.146973
	Iteration 13Q: 3 clusters Score -9285727 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 49005 members 
Entering Unmasked Estep 
Score: -9286323.000000 Penalty: 5375.146973
	Iteration 14Q: 3 clusters Score -9286323 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 49518 members 
Entering Unmasked Estep 
Score: -9286666.000000 Penalty: 5375.146973
	Iteration 15Q: 3 clusters Score -9286666 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 49821 members 
Entering Unmasked Estep 
Score: -9286895.000000 Penalty: 5375.146973
	Iteration 16Q: 3 clusters Score -9286895 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 49987 members 
Entering Unmasked Estep 
Score: -9286992.000000 Penalty: 5375.146973
	Iteration 17Q: 3 clusters Score -9286992 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 50091 members 
Entering Unmasked Estep 
Score: -9287067.000000 Penalty: 5375.146973
	Iteration 18Q: 3 clusters Score -9287067 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 50138 members 
Entering Unmasked Estep 
Score: -9287131.000000 Penalty: 5375.146973
	Iteration 19Q: 3 clusters Score -9287131 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 50175 members 
Entering Unmasked Estep 
Score: -9287147.000000 Penalty: 5375.146973
	Iteration 20F: 3 clusters Score -9287147 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 50193 members 
Entering Unmasked Estep 
Score: -9287169.000000 Penalty: 5375.146973
	Iteration 21Q: 3 clusters Score -9287169 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 50210 members 
Entering Unmasked Estep 
Score: -9287198.000000 Penalty: 5375.146973
	Iteration 22Q: 3 clusters Score -9287198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 50221 members 
Entering Unmasked Estep 
Score: -9287216.000000 Penalty: 5375.146973
	Iteration 23Q: 3 clusters Score -9287216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 50231 members 
Entering Unmasked Estep 
Score: -9287216.000000 Penalty: 5375.146973
	Iteration 24Q: 3 clusters Score -9287216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 50241 members 
Entering Unmasked Estep 
Score: -9287230.000000 Penalty: 5375.146973
	Iteration 25Q: 3 clusters Score -9287230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 50249 members 
Entering Unmasked Estep 
Score: -9287243.000000 Penalty: 5375.146973
	Iteration 26Q: 3 clusters Score -9287243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 50250 members 
Entering Unmasked Estep 
Score: -9287258.000000 Penalty: 5375.146973
	Iteration 27Q: 3 clusters Score -9287258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 50253 members 
Entering Unmasked Estep 
Score: -9287269.000000 Penalty: 5375.146973
	Iteration 28Q: 3 clusters Score -9287269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 50258 members 
Entering Unmasked Estep 
Score: -9287267.000000 Penalty: 5375.146973
	Iteration 29Q: 3 clusters Score -9287267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 50264 members 
Entering Unmasked Estep 
Score: -9287263.000000 Penalty: 5375.146973
	Iteration 30Q: 3 clusters Score -9287263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 50265 members 
Entering Unmasked Estep 
Score: -9287268.000000 Penalty: 5375.146973
	Iteration 31Q: 3 clusters Score -9287268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 50265 members 
Entering Unmasked Estep 
Score: -9287267.000000 Penalty: 5375.146973
	Iteration 32Q: 3 clusters Score -9287267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 50265 members 
Entering Unmasked Estep 
Score: -9287267.000000 Penalty: 5375.146973
	Iteration 33F: 3 clusters Score -9287267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (49550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49550 members 
Entering Unmasked Estep 
Score: -9009250.000000 Penalty: 2681.062988
	Iteration 0F: 2 clusters Score -9009250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24649 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -8977487.000000 Penalty: 5362.125977
	Iteration 0F: 3 clusters Score -8977487 nChanged 22849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -8990204.000000 Penalty: 5362.125977
	Iteration 1F: 3 clusters Score -8990204 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -8990787.000000 Penalty: 5362.125977
	Iteration 2Q: 3 clusters Score -8990787 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -8991377.000000 Penalty: 5362.125977
	Iteration 3Q: 3 clusters Score -8991377 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -8992017.000000 Penalty: 5362.125977
	Iteration 4Q: 3 clusters Score -8992017 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -8992788.000000 Penalty: 5362.125977
	Iteration 5Q: 3 clusters Score -8992788 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -8993756.000000 Penalty: 5362.125977
	Iteration 6Q: 3 clusters Score -8993756 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -8994981.000000 Penalty: 5362.125977
	Iteration 7Q: 3 clusters Score -8994981 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 33720 members 
Entering Unmasked Estep 
Score: -8996617.000000 Penalty: 5362.125977
	Iteration 8F: 3 clusters Score -8996617 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 36226 members 
Entering Unmasked Estep 
Score: -8998539.000000 Penalty: 5362.125977
	Iteration 9F: 3 clusters Score -8998539 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -9000503.000000 Penalty: 5362.125977
	Iteration 10F: 3 clusters Score -9000503 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 41361 members 
Entering Unmasked Estep 
Score: -9002415.000000 Penalty: 5362.125977
	Iteration 11F: 3 clusters Score -9002415 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 43549 members 
Entering Unmasked Estep 
Score: -9003924.000000 Penalty: 5362.125977
	Iteration 12Q: 3 clusters Score -9003924 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 45237 members 
Entering Unmasked Estep 
Score: -9005061.000000 Penalty: 5362.125977
	Iteration 13Q: 3 clusters Score -9005061 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 46428 members 
Entering Unmasked Estep 
Score: -9005664.000000 Penalty: 5362.125977
	Iteration 14Q: 3 clusters Score -9005664 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 47224 members 
Entering Unmasked Estep 
Score: -9006088.000000 Penalty: 5362.125977
	Iteration 15Q: 3 clusters Score -9006088 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 47734 members 
Entering Unmasked Estep 
Score: -9006332.000000 Penalty: 5362.125977
	Iteration 16Q: 3 clusters Score -9006332 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 48088 members 
Entering Unmasked Estep 
Score: -9006552.000000 Penalty: 5362.125977
	Iteration 17Q: 3 clusters Score -9006552 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 48338 members 
Entering Unmasked Estep 
Score: -9006688.000000 Penalty: 5362.125977
	Iteration 18Q: 3 clusters Score -9006688 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 48507 members 
Entering Unmasked Estep 
Score: -9006787.000000 Penalty: 5362.125977
	Iteration 19Q: 3 clusters Score -9006787 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 48615 members 
Entering Unmasked Estep 
Score: -9006848.000000 Penalty: 5362.125977
	Iteration 20F: 3 clusters Score -9006848 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 48689 members 
Entering Unmasked Estep 
Score: -9006876.000000 Penalty: 5362.125977
	Iteration 21Q: 3 clusters Score -9006876 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 48729 members 
Entering Unmasked Estep 
Score: -9006918.000000 Penalty: 5362.125977
	Iteration 22Q: 3 clusters Score -9006918 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 48768 members 
Entering Unmasked Estep 
Score: -9006953.000000 Penalty: 5362.125977
	Iteration 23Q: 3 clusters Score -9006953 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 48800 members 
Entering Unmasked Estep 
Score: -9006971.000000 Penalty: 5362.125977
	Iteration 24Q: 3 clusters Score -9006971 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 48832 members 
Entering Unmasked Estep 
Score: -9006994.000000 Penalty: 5362.125977
	Iteration 25Q: 3 clusters Score -9006994 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 48854 members 
Entering Unmasked Estep 
Score: -9007004.000000 Penalty: 5362.125977
	Iteration 26Q: 3 clusters Score -9007004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
Score: -9007023.000000 Penalty: 5362.125977
	Iteration 27Q: 3 clusters Score -9007023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 48877 members 
Entering Unmasked Estep 
Score: -9007038.000000 Penalty: 5362.125977
	Iteration 28Q: 3 clusters Score -9007038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 48888 members 
Entering Unmasked Estep 
Score: -9007034.000000 Penalty: 5362.125977
	Iteration 29Q: 3 clusters Score -9007034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 48895 members 
Entering Unmasked Estep 
Score: -9007040.000000 Penalty: 5362.125977
	Iteration 30Q: 3 clusters Score -9007040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 48897 members 
Entering Unmasked Estep 
Score: -9007045.000000 Penalty: 5362.125977
	Iteration 31Q: 3 clusters Score -9007045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 48898 members 
Entering Unmasked Estep 
Score: -9007043.000000 Penalty: 5362.125977
	Iteration 32Q: 3 clusters Score -9007043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 48899 members 
Entering Unmasked Estep 
Score: -9007047.000000 Penalty: 5362.125977
	Iteration 33Q: 3 clusters Score -9007047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 48904 members 
Entering Unmasked Estep 
Score: -9007048.000000 Penalty: 5362.125977
	Iteration 34Q: 3 clusters Score -9007048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 48908 members 
Entering Unmasked Estep 
Score: -9007060.000000 Penalty: 5362.125977
	Iteration 35Q: 3 clusters Score -9007060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 48908 members 
Entering Unmasked Estep 
Score: -9007053.000000 Penalty: 5362.125977
	Iteration 36Q: 3 clusters Score -9007053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 48907 members 
Entering Unmasked Estep 
Score: -9007060.000000 Penalty: 5362.125977
	Iteration 37Q: 3 clusters Score -9007060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 48907 members 
Entering Unmasked Estep 
Score: -9007060.000000 Penalty: 5362.125977
	Iteration 38F: 3 clusters Score -9007060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (48015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48015 members 
Entering Unmasked Estep 
Score: -8957645.000000 Penalty: 2673.258545
	Iteration 0F: 2 clusters Score -8957645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 23914 members 
Entering Unmasked Estep 
Score: -8929112.000000 Penalty: 5346.517090
	Iteration 0F: 3 clusters Score -8929112 nChanged 22216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -8941441.000000 Penalty: 5346.517090
	Iteration 1F: 3 clusters Score -8941441 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -8941918.000000 Penalty: 5346.517090
	Iteration 2Q: 3 clusters Score -8941918 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -8942486.000000 Penalty: 5346.517090
	Iteration 3Q: 3 clusters Score -8942486 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -8943065.000000 Penalty: 5346.517090
	Iteration 4Q: 3 clusters Score -8943065 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -8943625.000000 Penalty: 5346.517090
	Iteration 5Q: 3 clusters Score -8943625 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -8944478.000000 Penalty: 5346.517090
	Iteration 6Q: 3 clusters Score -8944478 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28531 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -8945507.000000 Penalty: 5346.517090
	Iteration 7Q: 3 clusters Score -8945507 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -8947039.000000 Penalty: 5346.517090
	Iteration 8Q: 3 clusters Score -8947039 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -8948884.000000 Penalty: 5346.517090
	Iteration 9F: 3 clusters Score -8948884 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -8951003.000000 Penalty: 5346.517090
	Iteration 10F: 3 clusters Score -8951003 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -8952653.000000 Penalty: 5346.517090
	Iteration 11F: 3 clusters Score -8952653 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -8953594.000000 Penalty: 5346.517090
	Iteration 12Q: 3 clusters Score -8953594 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -8954041.000000 Penalty: 5346.517090
	Iteration 13Q: 3 clusters Score -8954041 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -8954263.000000 Penalty: 5346.517090
	Iteration 14Q: 3 clusters Score -8954263 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -8954495.000000 Penalty: 5346.517090
	Iteration 15Q: 3 clusters Score -8954495 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -8954631.000000 Penalty: 5346.517090
	Iteration 16Q: 3 clusters Score -8954631 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33849 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -8954716.000000 Penalty: 5346.517090
	Iteration 17Q: 3 clusters Score -8954716 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33968 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -8954802.000000 Penalty: 5346.517090
	Iteration 18Q: 3 clusters Score -8954802 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -8954866.000000 Penalty: 5346.517090
	Iteration 19Q: 3 clusters Score -8954866 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34198 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -8954937.000000 Penalty: 5346.517090
	Iteration 20F: 3 clusters Score -8954937 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -8955024.000000 Penalty: 5346.517090
	Iteration 21Q: 3 clusters Score -8955024 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -8955114.000000 Penalty: 5346.517090
	Iteration 22Q: 3 clusters Score -8955114 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -8955219.000000 Penalty: 5346.517090
	Iteration 23Q: 3 clusters Score -8955219 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -8955234.000000 Penalty: 5346.517090
	Iteration 24Q: 3 clusters Score -8955234 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -8955322.000000 Penalty: 5346.517090
	Iteration 25Q: 3 clusters Score -8955322 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -8955362.000000 Penalty: 5346.517090
	Iteration 26Q: 3 clusters Score -8955362 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -8955405.000000 Penalty: 5346.517090
	Iteration 27Q: 3 clusters Score -8955405 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -8955409.000000 Penalty: 5346.517090
	Iteration 28Q: 3 clusters Score -8955409 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -8955458.000000 Penalty: 5346.517090
	Iteration 29Q: 3 clusters Score -8955458 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -8955499.000000 Penalty: 5346.517090
	Iteration 30Q: 3 clusters Score -8955499 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -8955540.000000 Penalty: 5346.517090
	Iteration 31Q: 3 clusters Score -8955540 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35446 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -8955570.000000 Penalty: 5346.517090
	Iteration 32Q: 3 clusters Score -8955570 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35564 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -8955598.000000 Penalty: 5346.517090
	Iteration 33Q: 3 clusters Score -8955598 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -8955634.000000 Penalty: 5346.517090
	Iteration 34Q: 3 clusters Score -8955634 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -8955637.000000 Penalty: 5346.517090
	Iteration 35Q: 3 clusters Score -8955637 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -8955653.000000 Penalty: 5346.517090
	Iteration 36Q: 3 clusters Score -8955653 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35728 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -8955659.000000 Penalty: 5346.517090
	Iteration 37Q: 3 clusters Score -8955659 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -8955662.000000 Penalty: 5346.517090
	Iteration 38Q: 3 clusters Score -8955662 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -8955674.000000 Penalty: 5346.517090
	Iteration 39Q: 3 clusters Score -8955674 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -8955703.000000 Penalty: 5346.517090
	Iteration 40F: 3 clusters Score -8955703 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35751 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -8955706.000000 Penalty: 5346.517090
	Iteration 41Q: 3 clusters Score -8955706 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -8955677.000000 Penalty: 5346.517090
	Iteration 42Q: 3 clusters Score -8955677 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -8955690.000000 Penalty: 5346.517090
	Iteration 43Q: 3 clusters Score -8955690 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -8955696.000000 Penalty: 5346.517090
	Iteration 44Q: 3 clusters Score -8955696 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -8955692.000000 Penalty: 5346.517090
	Iteration 45Q: 3 clusters Score -8955692 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35805 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -8955694.000000 Penalty: 5346.517090
	Iteration 46Q: 3 clusters Score -8955694 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -8955696.000000 Penalty: 5346.517090
	Iteration 47Q: 3 clusters Score -8955696 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -8955697.000000 Penalty: 5346.517090
	Iteration 48Q: 3 clusters Score -8955697 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -8955696.000000 Penalty: 5346.517090
	Iteration 49Q: 3 clusters Score -8955696 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -8955692.000000 Penalty: 5346.517090
	Iteration 50Q: 3 clusters Score -8955692 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35822 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -8955683.000000 Penalty: 5346.517090
	Iteration 51Q: 3 clusters Score -8955683 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -8955700.000000 Penalty: 5346.517090
	Iteration 52Q: 3 clusters Score -8955700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35842 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -8955709.000000 Penalty: 5346.517090
	Iteration 53Q: 3 clusters Score -8955709 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -8955714.000000 Penalty: 5346.517090
	Iteration 54Q: 3 clusters Score -8955714 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -8955717.000000 Penalty: 5346.517090
	Iteration 55Q: 3 clusters Score -8955717 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -8955725.000000 Penalty: 5346.517090
	Iteration 56Q: 3 clusters Score -8955725 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -8955748.000000 Penalty: 5346.517090
	Iteration 57Q: 3 clusters Score -8955748 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35827 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -8955758.000000 Penalty: 5346.517090
	Iteration 58Q: 3 clusters Score -8955758 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -8955729.000000 Penalty: 5346.517090
	Iteration 59Q: 3 clusters Score -8955729 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -8955731.000000 Penalty: 5346.517090
	Iteration 60F: 3 clusters Score -8955731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -8955734.000000 Penalty: 5346.517090
	Iteration 61Q: 3 clusters Score -8955734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -8955735.000000 Penalty: 5346.517090
	Iteration 62Q: 3 clusters Score -8955735 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -8955758.000000 Penalty: 5346.517090
	Iteration 63Q: 3 clusters Score -8955758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -8955746.000000 Penalty: 5346.517090
	Iteration 64Q: 3 clusters Score -8955746 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -8955749.000000 Penalty: 5346.517090
	Iteration 65Q: 3 clusters Score -8955749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -8955747.000000 Penalty: 5346.517090
	Iteration 66Q: 3 clusters Score -8955747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -8955747.000000 Penalty: 5346.517090
	Iteration 67Q: 3 clusters Score -8955747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -8955747.000000 Penalty: 5346.517090
	Iteration 68F: 3 clusters Score -8955747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Entering Unmasked Estep 
Score: -592698.562500 Penalty: 2005.047852
	Iteration 0F: 2 clusters Score -592698.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -589231.375000 Penalty: 4010.095703
	Iteration 0F: 3 clusters Score -589231.4 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -589910.500000 Penalty: 4010.095703
	Iteration 1F: 3 clusters Score -589910.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -590061.500000 Penalty: 4010.095703
	Iteration 2F: 3 clusters Score -590061.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -590157.000000 Penalty: 4010.095703
	Iteration 3Q: 3 clusters Score -590157 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -590222.125000 Penalty: 4010.095703
	Iteration 4Q: 3 clusters Score -590222.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -590262.125000 Penalty: 4010.095703
	Iteration 5Q: 3 clusters Score -590262.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -590293.375000 Penalty: 4010.095703
	Iteration 6Q: 3 clusters Score -590293.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -590315.062500 Penalty: 4010.095703
	Iteration 7Q: 3 clusters Score -590315.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -590334.625000 Penalty: 4010.095703
	Iteration 8Q: 3 clusters Score -590334.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -590353.500000 Penalty: 4010.095703
	Iteration 9Q: 3 clusters Score -590353.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -590376.250000 Penalty: 4010.095703
	Iteration 10Q: 3 clusters Score -590376.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -590397.750000 Penalty: 4010.095703
	Iteration 11Q: 3 clusters Score -590397.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -590415.125000 Penalty: 4010.095703
	Iteration 12Q: 3 clusters Score -590415.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -590431.812500 Penalty: 4010.095703
	Iteration 13Q: 3 clusters Score -590431.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -590444.687500 Penalty: 4010.095703
	Iteration 14Q: 3 clusters Score -590444.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -590451.625000 Penalty: 4010.095703
	Iteration 15Q: 3 clusters Score -590451.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -590455.375000 Penalty: 4010.095703
	Iteration 16Q: 3 clusters Score -590455.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -590456.187500 Penalty: 4010.095703
	Iteration 17Q: 3 clusters Score -590456.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -590459.125000 Penalty: 4010.095703
	Iteration 18Q: 3 clusters Score -590459.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -590460.187500 Penalty: 4010.095703
	Iteration 19Q: 3 clusters Score -590460.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -590460.812500 Penalty: 4010.095703
	Iteration 20F: 3 clusters Score -590460.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -590463.187500 Penalty: 4010.095703
	Iteration 21Q: 3 clusters Score -590463.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -590466.375000 Penalty: 4010.095703
	Iteration 22Q: 3 clusters Score -590466.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -590469.125000 Penalty: 4010.095703
	Iteration 23Q: 3 clusters Score -590469.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -590471.375000 Penalty: 4010.095703
	Iteration 24Q: 3 clusters Score -590471.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -590474.000000 Penalty: 4010.095703
	Iteration 25Q: 3 clusters Score -590474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -590476.687500 Penalty: 4010.095703
	Iteration 26Q: 3 clusters Score -590476.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -590477.000000 Penalty: 4010.095703
	Iteration 27Q: 3 clusters Score -590477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -590476.937500 Penalty: 4010.095703
	Iteration 28Q: 3 clusters Score -590476.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -590478.625000 Penalty: 4010.095703
	Iteration 29Q: 3 clusters Score -590478.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -590482.250000 Penalty: 4010.095703
	Iteration 30Q: 3 clusters Score -590482.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -590487.375000 Penalty: 4010.095703
	Iteration 31Q: 3 clusters Score -590487.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -590496.187500 Penalty: 4010.095703
	Iteration 32Q: 3 clusters Score -590496.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -590502.125000 Penalty: 4010.095703
	Iteration 33Q: 3 clusters Score -590502.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -590505.125000 Penalty: 4010.095703
	Iteration 34Q: 3 clusters Score -590505.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -590509.250000 Penalty: 4010.095703
	Iteration 35Q: 3 clusters Score -590509.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -590514.062500 Penalty: 4010.095703
	Iteration 36Q: 3 clusters Score -590514.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -590520.625000 Penalty: 4010.095703
	Iteration 37Q: 3 clusters Score -590520.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -590527.125000 Penalty: 4010.095703
	Iteration 38Q: 3 clusters Score -590527.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -590531.937500 Penalty: 4010.095703
	Iteration 39Q: 3 clusters Score -590531.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -590540.312500 Penalty: 4010.095703
	Iteration 40F: 3 clusters Score -590540.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -590549.062500 Penalty: 4010.095703
	Iteration 41Q: 3 clusters Score -590549.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -590558.250000 Penalty: 4010.095703
	Iteration 42Q: 3 clusters Score -590558.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -590566.312500 Penalty: 4010.095703
	Iteration 43Q: 3 clusters Score -590566.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -590578.687500 Penalty: 4010.095703
	Iteration 44Q: 3 clusters Score -590578.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -590590.000000 Penalty: 4010.095703
	Iteration 45Q: 3 clusters Score -590590 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -590599.375000 Penalty: 4010.095703
	Iteration 46Q: 3 clusters Score -590599.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -590608.937500 Penalty: 4010.095703
	Iteration 47Q: 3 clusters Score -590608.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -590616.687500 Penalty: 4010.095703
	Iteration 48Q: 3 clusters Score -590616.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -590624.500000 Penalty: 4010.095703
	Iteration 49Q: 3 clusters Score -590624.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -590631.375000 Penalty: 4010.095703
	Iteration 50Q: 3 clusters Score -590631.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -590636.812500 Penalty: 4010.095703
	Iteration 51Q: 3 clusters Score -590636.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -590639.875000 Penalty: 4010.095703
	Iteration 52Q: 3 clusters Score -590639.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -590644.750000 Penalty: 4010.095703
	Iteration 53Q: 3 clusters Score -590644.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -590648.937500 Penalty: 4010.095703
	Iteration 54Q: 3 clusters Score -590648.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -590654.000000 Penalty: 4010.095703
	Iteration 55Q: 3 clusters Score -590654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -590657.250000 Penalty: 4010.095703
	Iteration 56Q: 3 clusters Score -590657.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -590660.937500 Penalty: 4010.095703
	Iteration 57Q: 3 clusters Score -590660.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -590664.875000 Penalty: 4010.095703
	Iteration 58Q: 3 clusters Score -590664.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -590669.375000 Penalty: 4010.095703
	Iteration 59Q: 3 clusters Score -590669.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -590675.687500 Penalty: 4010.095703
	Iteration 60F: 3 clusters Score -590675.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -590682.187500 Penalty: 4010.095703
	Iteration 61Q: 3 clusters Score -590682.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -590690.250000 Penalty: 4010.095703
	Iteration 62Q: 3 clusters Score -590690.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -590700.250000 Penalty: 4010.095703
	Iteration 63Q: 3 clusters Score -590700.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -590710.562500 Penalty: 4010.095703
	Iteration 64Q: 3 clusters Score -590710.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -590719.687500 Penalty: 4010.095703
	Iteration 65Q: 3 clusters Score -590719.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -590727.687500 Penalty: 4010.095703
	Iteration 66Q: 3 clusters Score -590727.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -590736.437500 Penalty: 4010.095703
	Iteration 67Q: 3 clusters Score -590736.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -590739.812500 Penalty: 4010.095703
	Iteration 68Q: 3 clusters Score -590739.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -590742.625000 Penalty: 4010.095703
	Iteration 69Q: 3 clusters Score -590742.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -590749.062500 Penalty: 4010.095703
	Iteration 70Q: 3 clusters Score -590749.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -590754.437500 Penalty: 4010.095703
	Iteration 71Q: 3 clusters Score -590754.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -590758.250000 Penalty: 4010.095703
	Iteration 72Q: 3 clusters Score -590758.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -590763.125000 Penalty: 4010.095703
	Iteration 73Q: 3 clusters Score -590763.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -590765.875000 Penalty: 4010.095703
	Iteration 74Q: 3 clusters Score -590765.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -590768.437500 Penalty: 4010.095703
	Iteration 75Q: 3 clusters Score -590768.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -590769.875000 Penalty: 4010.095703
	Iteration 76Q: 3 clusters Score -590769.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -590772.312500 Penalty: 4010.095703
	Iteration 77Q: 3 clusters Score -590772.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -590772.562500 Penalty: 4010.095703
	Iteration 78Q: 3 clusters Score -590772.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -590774.187500 Penalty: 4010.095703
	Iteration 79Q: 3 clusters Score -590774.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -590776.125000 Penalty: 4010.095703
	Iteration 80F: 3 clusters Score -590776.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -590776.875000 Penalty: 4010.095703
	Iteration 81Q: 3 clusters Score -590776.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -590777.375000 Penalty: 4010.095703
	Iteration 82Q: 3 clusters Score -590777.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -590777.375000 Penalty: 4010.095703
	Iteration 83F: 3 clusters Score -590777.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 47977 members 
Mstep: Class 2 contains 49401 members 
Mstep: Class 3 contains 4891 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 44163 members 
Mstep: Class 6 contains 931 members 
Mstep: Class 7 contains 45892 members 
Mstep: Class 8 contains 671 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 896 members 
Mstep: Class 12 contains 44365 members 
Mstep: Class 13 contains 1962 members 
Mstep: Class 14 contains 52634 members 
Mstep: Class 15 contains 1300 members 
Mstep: Class 16 contains 621 members 
Mstep: Class 17 contains 45496 members 
Mstep: Class 18 contains 45233 members 
Mstep: Class 19 contains 31422 members 
Mstep: Class 20 contains 46992 members 
Mstep: Class 21 contains 50868 members 
Mstep: Class 22 contains 49550 members 
Mstep: Class 23 contains 48015 members 
Mstep: Class 24 contains 3245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111193064.000000 Penalty: 76057.484375
Iteration 79Q: 24 clusters Score -1.111931e+08 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 49383 members 
Mstep: Class 3 contains 4915 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 44241 members 
Mstep: Class 6 contains 930 members 
Mstep: Class 7 contains 45922 members 
Mstep: Class 8 contains 671 members 
Mstep: Class 9 contains 935 members 
Mstep: Class 10 contains 874 members 
Mstep: Class 12 contains 44338 members 
Mstep: Class 13 contains 1985 members 
Mstep: Class 14 contains 52566 members 
Mstep: Class 15 contains 1303 members 
Mstep: Class 16 contains 621 members 
Mstep: Class 17 contains 45262 members 
Mstep: Class 18 contains 45494 members 
Mstep: Class 19 contains 31358 members 
Mstep: Class 20 contains 46773 members 
Mstep: Class 21 contains 50998 members 
Mstep: Class 22 contains 49666 members 
Mstep: Class 23 contains 48003 members 
Mstep: Class 24 contains 3251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111193312.000000 Penalty: 76057.484375
Iteration 80F: 24 clusters Score -1.111933e+08 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 47968 members 
Mstep: Class 2 contains 49380 members 
Mstep: Class 3 contains 4933 members 
Mstep: Class 4 contains 404 members 
Mstep: Class 5 contains 44315 members 
Mstep: Class 6 contains 922 members 
Mstep: Class 7 contains 45946 members 
Mstep: Class 8 contains 671 members 
Mstep: Class 9 contains 933 members 
Mstep: Class 10 contains 865 members 
Mstep: Class 12 contains 44306 members 
Mstep: Class 13 contains 2006 members 
Mstep: Class 14 contains 52623 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 621 members 
Mstep: Class 17 contains 45047 members 
Mstep: Class 18 contains 45733 members 
Mstep: Class 19 contains 31180 members 
Mstep: Class 20 contains 46591 members 
Mstep: Class 21 contains 51107 members 
Mstep: Class 22 contains 49728 members 
Mstep: Class 23 contains 48012 members 
Mstep: Class 24 contains 3266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111193360.000000 Penalty: 76057.484375
Iteration 81Q: 24 clusters Score -1.111934e+08 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 47942 members 
Mstep: Class 2 contains 49447 members 
Mstep: Class 3 contains 4944 members 
Mstep: Class 4 contains 404 members 
Mstep: Class 5 contains 44362 members 
Mstep: Class 6 contains 916 members 
Mstep: Class 7 contains 45934 members 
Mstep: Class 8 contains 671 members 
Mstep: Class 9 contains 935 members 
Mstep: Class 10 contains 841 members 
Mstep: Class 12 contains 44309 members 
Mstep: Class 13 contains 2035 members 
Mstep: Class 14 contains 52618 members 
Mstep: Class 15 contains 1306 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44785 members 
Mstep: Class 18 contains 45930 members 
Mstep: Class 19 contains 31061 members 
Mstep: Class 20 contains 46442 members 
Mstep: Class 21 contains 51239 members 
Mstep: Class 22 contains 49814 members 
Mstep: Class 23 contains 48023 members 
Mstep: Class 24 contains 3282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111192944.000000 Penalty: 76057.484375
Iteration 82Q: 24 clusters Score -1.111929e+08 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 47943 members 
Mstep: Class 2 contains 49509 members 
Mstep: Class 3 contains 4955 members 
Mstep: Class 4 contains 404 members 
Mstep: Class 5 contains 44386 members 
Mstep: Class 6 contains 914 members 
Mstep: Class 7 contains 45934 members 
Mstep: Class 8 contains 670 members 
Mstep: Class 9 contains 941 members 
Mstep: Class 10 contains 791 members 
Mstep: Class 12 contains 44280 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 52610 members 
Mstep: Class 15 contains 1303 members 
Mstep: Class 16 contains 621 members 
Mstep: Class 17 contains 44568 members 
Mstep: Class 18 contains 46095 members 
Mstep: Class 19 contains 30950 members 
Mstep: Class 20 contains 46394 members 
Mstep: Class 21 contains 51372 members 
Mstep: Class 22 contains 49847 members 
Mstep: Class 23 contains 47991 members 
Mstep: Class 24 contains 3301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111193424.000000 Penalty: 76057.484375
Iteration 83Q: 24 clusters Score -1.111934e+08 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 47993 members 
Mstep: Class 2 contains 49554 members 
Mstep: Class 3 contains 4960 members 
Mstep: Class 4 contains 404 members 
Mstep: Class 5 contains 44430 members 
Mstep: Class 6 contains 916 members 
Mstep: Class 7 contains 45922 members 
Mstep: Class 8 contains 668 members 
Mstep: Class 9 contains 942 members 
Mstep: Class 10 contains 734 members 
Mstep: Class 12 contains 44239 members 
Mstep: Class 13 contains 2144 members 
Mstep: Class 14 contains 52595 members 
Mstep: Class 15 contains 1304 members 
Mstep: Class 16 contains 621 members 
Mstep: Class 17 contains 44409 members 
Mstep: Class 18 contains 46178 members 
Mstep: Class 19 contains 30854 members 
Mstep: Class 20 contains 46354 members 
Mstep: Class 21 contains 51484 members 
Mstep: Class 22 contains 49868 members 
Mstep: Class 23 contains 47977 members 
Mstep: Class 24 contains 3312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111193784.000000 Penalty: 76057.484375
Iteration 84Q: 24 clusters Score -1.111938e+08 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48030 members 
Mstep: Class 2 contains 49582 members 
Mstep: Class 3 contains 4955 members 
Mstep: Class 4 contains 404 members 
Mstep: Class 5 contains 44434 members 
Mstep: Class 6 contains 923 members 
Mstep: Class 7 contains 45927 members 
Mstep: Class 8 contains 664 members 
Mstep: Class 9 contains 942 members 
Mstep: Class 10 contains 692 members 
Mstep: Class 12 contains 44208 members 
Mstep: Class 13 contains 2191 members 
Mstep: Class 14 contains 52608 members 
Mstep: Class 15 contains 1306 members 
Mstep: Class 16 contains 621 members 
Mstep: Class 17 contains 44299 members 
Mstep: Class 18 contains 46195 members 
Mstep: Class 19 contains 30745 members 
Mstep: Class 20 contains 46348 members 
Mstep: Class 21 contains 51583 members 
Mstep: Class 22 contains 49889 members 
Mstep: Class 23 contains 47995 members 
Mstep: Class 24 contains 3321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111193584.000000 Penalty: 76057.484375
Iteration 85Q: 24 clusters Score -1.111936e+08 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48049 members 
Mstep: Class 2 contains 49572 members 
Mstep: Class 3 contains 4950 members 
Mstep: Class 4 contains 404 members 
Mstep: Class 5 contains 44455 members 
Mstep: Class 6 contains 932 members 
Mstep: Class 7 contains 45952 members 
Mstep: Class 8 contains 657 members 
Mstep: Class 9 contains 942 members 
Mstep: Class 10 contains 674 members 
Mstep: Class 12 contains 44210 members 
Mstep: Class 13 contains 2214 members 
Mstep: Class 14 contains 52606 members 
Mstep: Class 15 contains 1305 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44222 members 
Mstep: Class 18 contains 46185 members 
Mstep: Class 19 contains 30661 members 
Mstep: Class 20 contains 46317 members 
Mstep: Class 21 contains 51699 members 
Mstep: Class 22 contains 49872 members 
Mstep: Class 23 contains 48035 members 
Mstep: Class 24 contains 3327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111193608.000000 Penalty: 76057.484375
Iteration 86Q: 24 clusters Score -1.111936e+08 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48080 members 
Mstep: Class 2 contains 49594 members 
Mstep: Class 3 contains 4948 members 
Mstep: Class 4 contains 404 members 
Mstep: Class 5 contains 44447 members 
Mstep: Class 6 contains 937 members 
Mstep: Class 7 contains 45964 members 
Mstep: Class 8 contains 652 members 
Mstep: Class 9 contains 950 members 
Mstep: Class 10 contains 655 members 
Mstep: Class 12 contains 44255 members 
Mstep: Class 13 contains 2234 members 
Mstep: Class 14 contains 52602 members 
Mstep: Class 15 contains 1303 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44198 members 
Mstep: Class 18 contains 46113 members 
Mstep: Class 19 contains 30564 members 
Mstep: Class 20 contains 46318 members 
Mstep: Class 21 contains 51770 members 
Mstep: Class 22 contains 49825 members 
Mstep: Class 23 contains 48083 members 
Mstep: Class 24 contains 3344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111193544.000000 Penalty: 76057.484375
Iteration 87Q: 24 clusters Score -1.111935e+08 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48108 members 
Mstep: Class 2 contains 49607 members 
Mstep: Class 3 contains 4948 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 44449 members 
Mstep: Class 6 contains 940 members 
Mstep: Class 7 contains 45970 members 
Mstep: Class 8 contains 650 members 
Mstep: Class 9 contains 957 members 
Mstep: Class 10 contains 645 members 
Mstep: Class 12 contains 44306 members 
Mstep: Class 13 contains 2246 members 
Mstep: Class 14 contains 52569 members 
Mstep: Class 15 contains 1302 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44202 members 
Mstep: Class 18 contains 46060 members 
Mstep: Class 19 contains 30487 members 
Mstep: Class 20 contains 46316 members 
Mstep: Class 21 contains 51820 members 
Mstep: Class 22 contains 49799 members 
Mstep: Class 23 contains 48108 members 
Mstep: Class 24 contains 3348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111193832.000000 Penalty: 76057.484375
Iteration 88Q: 24 clusters Score -1.111938e+08 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48117 members 
Mstep: Class 2 contains 49624 members 
Mstep: Class 3 contains 4958 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 44484 members 
Mstep: Class 6 contains 942 members 
Mstep: Class 7 contains 45966 members 
Mstep: Class 8 contains 648 members 
Mstep: Class 9 contains 962 members 
Mstep: Class 10 contains 637 members 
Mstep: Class 12 contains 44384 members 
Mstep: Class 13 contains 2260 members 
Mstep: Class 14 contains 52548 members 
Mstep: Class 15 contains 1302 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44165 members 
Mstep: Class 18 contains 46030 members 
Mstep: Class 19 contains 30425 members 
Mstep: Class 20 contains 46305 members 
Mstep: Class 21 contains 51855 members 
Mstep: Class 22 contains 49727 members 
Mstep: Class 23 contains 48143 members 
Mstep: Class 24 contains 3355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111193952.000000 Penalty: 76057.484375
Iteration 89Q: 24 clusters Score -1.11194e+08 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48120 members 
Mstep: Class 2 contains 49634 members 
Mstep: Class 3 contains 4965 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 44511 members 
Mstep: Class 6 contains 943 members 
Mstep: Class 7 contains 45982 members 
Mstep: Class 8 contains 647 members 
Mstep: Class 9 contains 968 members 
Mstep: Class 10 contains 627 members 
Mstep: Class 12 contains 44450 members 
Mstep: Class 13 contains 2275 members 
Mstep: Class 14 contains 52525 members 
Mstep: Class 15 contains 1300 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44125 members 
Mstep: Class 18 contains 46033 members 
Mstep: Class 19 contains 30375 members 
Mstep: Class 20 contains 46290 members 
Mstep: Class 21 contains 51889 members 
Mstep: Class 22 contains 49646 members 
Mstep: Class 23 contains 48173 members 
Mstep: Class 24 contains 3359 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 90Q: 24 clusters Score -1.111937e+08 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48139 members 
Mstep: Class 2 contains 49624 members 
Mstep: Class 3 contains 4971 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 44528 members 
Mstep: Class 6 contains 942 members 
Mstep: Class 7 contains 45984 members 
Mstep: Class 8 contains 647 members 
Mstep: Class 9 contains 970 members 
Mstep: Class 10 contains 618 members 
Mstep: Class 12 contains 44476 members 
Mstep: Class 13 contains 2289 members 
Mstep: Class 14 contains 52535 members 
Mstep: Class 15 contains 1298 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44084 members 
Mstep: Class 18 contains 46052 members 
Mstep: Class 19 contains 30338 members 
Mstep: Class 20 contains 46312 members 
Mstep: Class 21 contains 51895 members 
Mstep: Class 22 contains 49569 members 
Mstep: Class 23 contains 48219 members 
Mstep: Class 24 contains 3347 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 91Q: 24 clusters Score -1.111936e+08 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48207 members 
Mstep: Class 2 contains 49641 members 
Mstep: Class 3 contains 4976 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 44524 members 
Mstep: Class 6 contains 942 members 
Mstep: Class 7 contains 46009 members 
Mstep: Class 8 contains 647 members 
Mstep: Class 9 contains 973 members 
Mstep: Class 10 contains 614 members 
Mstep: Class 12 contains 44487 members 
Mstep: Class 13 contains 2296 members 
Mstep: Class 14 contains 52530 members 
Mstep: Class 15 contains 1299 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44073 members 
Mstep: Class 18 contains 46069 members 
Mstep: Class 19 contains 30298 members 
Mstep: Class 20 contains 46328 members 
Mstep: Class 21 contains 51838 members 
Mstep: Class 22 contains 49498 members 
Mstep: Class 23 contains 48254 members 
Mstep: Class 24 contains 3334 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 92Q: 24 clusters Score -1.111937e+08 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48261 members 
Mstep: Class 2 contains 49639 members 
Mstep: Class 3 contains 4980 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 44498 members 
Mstep: Class 6 contains 942 members 
Mstep: Class 7 contains 46032 members 
Mstep: Class 8 contains 647 members 
Mstep: Class 9 contains 976 members 
Mstep: Class 10 contains 610 members 
Mstep: Class 12 contains 44537 members 
Mstep: Class 13 contains 2299 members 
Mstep: Class 14 contains 52521 members 
Mstep: Class 15 contains 1300 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44119 members 
Mstep: Class 18 contains 45995 members 
Mstep: Class 19 contains 30260 members 
Mstep: Class 20 contains 46412 members 
Mstep: Class 21 contains 51838 members 
Mstep: Class 22 contains 49396 members 
Mstep: Class 23 contains 48256 members 
Mstep: Class 24 contains 3319 members 
Entering Unmasked Estep 
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Iteration 93Q: 24 clusters Score -1.111934e+08 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48370 members 
Mstep: Class 2 contains 49670 members 
Mstep: Class 3 contains 4983 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 44456 members 
Mstep: Class 6 contains 942 members 
Mstep: Class 7 contains 46050 members 
Mstep: Class 8 contains 647 members 
Mstep: Class 9 contains 982 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 12 contains 44541 members 
Mstep: Class 13 contains 2300 members 
Mstep: Class 14 contains 52526 members 
Mstep: Class 15 contains 1298 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44146 members 
Mstep: Class 18 contains 45961 members 
Mstep: Class 19 contains 30221 members 
Mstep: Class 20 contains 46483 members 
Mstep: Class 21 contains 51771 members 
Mstep: Class 22 contains 49342 members 
Mstep: Class 23 contains 48227 members 
Mstep: Class 24 contains 3312 members 
Entering Unmasked Estep 
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Iteration 94Q: 24 clusters Score -1.111934e+08 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48444 members 
Mstep: Class 2 contains 49666 members 
Mstep: Class 3 contains 4980 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 44423 members 
Mstep: Class 6 contains 942 members 
Mstep: Class 7 contains 46093 members 
Mstep: Class 8 contains 647 members 
Mstep: Class 9 contains 988 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 12 contains 44581 members 
Mstep: Class 13 contains 2298 members 
Mstep: Class 14 contains 52511 members 
Mstep: Class 15 contains 1296 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44216 members 
Mstep: Class 18 contains 45901 members 
Mstep: Class 19 contains 30182 members 
Mstep: Class 20 contains 46550 members 
Mstep: Class 21 contains 51690 members 
Mstep: Class 22 contains 49291 members 
Mstep: Class 23 contains 48226 members 
Mstep: Class 24 contains 3303 members 
Entering Unmasked Estep 
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Iteration 95Q: 24 clusters Score -1.111934e+08 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 49652 members 
Mstep: Class 3 contains 4983 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 44368 members 
Mstep: Class 6 contains 942 members 
Mstep: Class 7 contains 46144 members 
Mstep: Class 8 contains 647 members 
Mstep: Class 9 contains 993 members 
Mstep: Class 10 contains 608 members 
Mstep: Class 12 contains 44579 members 
Mstep: Class 13 contains 2300 members 
Mstep: Class 14 contains 52539 members 
Mstep: Class 15 contains 1294 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44251 members 
Mstep: Class 18 contains 45865 members 
Mstep: Class 19 contains 30142 members 
Mstep: Class 20 contains 46585 members 
Mstep: Class 21 contains 51599 members 
Mstep: Class 22 contains 49272 members 
Mstep: Class 23 contains 48265 members 
Mstep: Class 24 contains 3300 members 
Entering Unmasked Estep 
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Iteration 96Q: 24 clusters Score -1.111938e+08 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48546 members 
Mstep: Class 2 contains 49654 members 
Mstep: Class 3 contains 4990 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 44342 members 
Mstep: Class 6 contains 943 members 
Mstep: Class 7 contains 46189 members 
Mstep: Class 8 contains 647 members 
Mstep: Class 9 contains 997 members 
Mstep: Class 10 contains 607 members 
Mstep: Class 12 contains 44578 members 
Mstep: Class 13 contains 2301 members 
Mstep: Class 14 contains 52546 members 
Mstep: Class 15 contains 1293 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44259 members 
Mstep: Class 18 contains 45849 members 
Mstep: Class 19 contains 30089 members 
Mstep: Class 20 contains 46610 members 
Mstep: Class 21 contains 51502 members 
Mstep: Class 22 contains 49294 members 
Mstep: Class 23 contains 48309 members 
Mstep: Class 24 contains 3292 members 
Entering Unmasked Estep 
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Iteration 97Q: 24 clusters Score -1.111933e+08 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48558 members 
Mstep: Class 2 contains 49664 members 
Mstep: Class 3 contains 5000 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 44302 members 
Mstep: Class 6 contains 942 members 
Mstep: Class 7 contains 46211 members 
Mstep: Class 8 contains 647 members 
Mstep: Class 9 contains 1006 members 
Mstep: Class 10 contains 605 members 
Mstep: Class 12 contains 44552 members 
Mstep: Class 13 contains 2300 members 
Mstep: Class 14 contains 52571 members 
Mstep: Class 15 contains 1293 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44283 members 
Mstep: Class 18 contains 45827 members 
Mstep: Class 19 contains 30047 members 
Mstep: Class 20 contains 46621 members 
Mstep: Class 21 contains 51412 members 
Mstep: Class 22 contains 49304 members 
Mstep: Class 23 contains 48408 members 
Mstep: Class 24 contains 3284 members 
Entering Unmasked Estep 
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Iteration 98Q: 24 clusters Score -1.111934e+08 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48549 members 
Mstep: Class 2 contains 49657 members 
Mstep: Class 3 contains 5009 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 44292 members 
Mstep: Class 6 contains 942 members 
Mstep: Class 7 contains 46235 members 
Mstep: Class 8 contains 647 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 603 members 
Mstep: Class 12 contains 44562 members 
Mstep: Class 13 contains 2302 members 
Mstep: Class 14 contains 52613 members 
Mstep: Class 15 contains 1292 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44315 members 
Mstep: Class 18 contains 45786 members 
Mstep: Class 19 contains 30005 members 
Mstep: Class 20 contains 46646 members 
Mstep: Class 21 contains 51331 members 
Mstep: Class 22 contains 49297 members 
Mstep: Class 23 contains 48469 members 
Mstep: Class 24 contains 3272 members 
Entering Unmasked Estep 
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Iteration 99Q: 24 clusters Score -1.111932e+08 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48551 members 
Mstep: Class 2 contains 49645 members 
Mstep: Class 3 contains 5010 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 44264 members 
Mstep: Class 6 contains 942 members 
Mstep: Class 7 contains 46252 members 
Mstep: Class 8 contains 647 members 
Mstep: Class 9 contains 1017 members 
Mstep: Class 10 contains 601 members 
Mstep: Class 12 contains 44593 members 
Mstep: Class 13 contains 2303 members 
Mstep: Class 14 contains 52636 members 
Mstep: Class 15 contains 1291 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44359 members 
Mstep: Class 18 contains 45752 members 
Mstep: Class 19 contains 29967 members 
Mstep: Class 20 contains 46667 members 
Mstep: Class 21 contains 51241 members 
Mstep: Class 22 contains 49321 members 
Mstep: Class 23 contains 48522 members 
Mstep: Class 24 contains 3256 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 100F: 24 clusters Score -1.111933e+08 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48591 members 
Mstep: Class 2 contains 49647 members 
Mstep: Class 3 contains 5018 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 44243 members 
Mstep: Class 6 contains 933 members 
Mstep: Class 7 contains 46251 members 
Mstep: Class 8 contains 643 members 
Mstep: Class 9 contains 1017 members 
Mstep: Class 10 contains 616 members 
Mstep: Class 12 contains 44598 members 
Mstep: Class 13 contains 2303 members 
Mstep: Class 14 contains 52669 members 
Mstep: Class 15 contains 1289 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44398 members 
Mstep: Class 18 contains 45719 members 
Mstep: Class 19 contains 29951 members 
Mstep: Class 20 contains 46685 members 
Mstep: Class 21 contains 51124 members 
Mstep: Class 22 contains 49338 members 
Mstep: Class 23 contains 48560 members 
Mstep: Class 24 contains 3244 members 
Entering Unmasked Estep 
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Iteration 101Q: 24 clusters Score -1.111933e+08 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48633 members 
Mstep: Class 2 contains 49645 members 
Mstep: Class 3 contains 5030 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 44232 members 
Mstep: Class 6 contains 933 members 
Mstep: Class 7 contains 46241 members 
Mstep: Class 8 contains 635 members 
Mstep: Class 9 contains 1016 members 
Mstep: Class 10 contains 616 members 
Mstep: Class 12 contains 44586 members 
Mstep: Class 13 contains 2312 members 
Mstep: Class 14 contains 52675 members 
Mstep: Class 15 contains 1289 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44432 members 
Mstep: Class 18 contains 45748 members 
Mstep: Class 19 contains 29921 members 
Mstep: Class 20 contains 46681 members 
Mstep: Class 21 contains 51012 members 
Mstep: Class 22 contains 49332 members 
Mstep: Class 23 contains 48639 members 
Mstep: Class 24 contains 3229 members 
Entering Unmasked Estep 
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Iteration 102Q: 24 clusters Score -1.111933e+08 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48676 members 
Mstep: Class 2 contains 49648 members 
Mstep: Class 3 contains 5038 members 
Mstep: Class 4 contains 403 members 
Mstep: Class 5 contains 44215 members 
Mstep: Class 6 contains 934 members 
Mstep: Class 7 contains 46218 members 
Mstep: Class 8 contains 625 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 614 members 
Mstep: Class 12 contains 44618 members 
Mstep: Class 13 contains 2325 members 
Mstep: Class 14 contains 52681 members 
Mstep: Class 15 contains 1288 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44446 members 
Mstep: Class 18 contains 45755 members 
Mstep: Class 19 contains 29892 members 
Mstep: Class 20 contains 46699 members 
Mstep: Class 21 contains 50887 members 
Mstep: Class 22 contains 49353 members 
Mstep: Class 23 contains 48686 members 
Mstep: Class 24 contains 3225 members 
Entering Unmasked Estep 
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Iteration 103Q: 24 clusters Score -1.111934e+08 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48710 members 
Mstep: Class 2 contains 49648 members 
Mstep: Class 3 contains 5048 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 44189 members 
Mstep: Class 6 contains 940 members 
Mstep: Class 7 contains 46187 members 
Mstep: Class 8 contains 620 members 
Mstep: Class 9 contains 1013 members 
Mstep: Class 10 contains 609 members 
Mstep: Class 12 contains 44640 members 
Mstep: Class 13 contains 2332 members 
Mstep: Class 14 contains 52692 members 
Mstep: Class 15 contains 1288 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44450 members 
Mstep: Class 18 contains 45765 members 
Mstep: Class 19 contains 29876 members 
Mstep: Class 20 contains 46705 members 
Mstep: Class 21 contains 50821 members 
Mstep: Class 22 contains 49352 members 
Mstep: Class 23 contains 48741 members 
Mstep: Class 24 contains 3213 members 
Entering Unmasked Estep 
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Iteration 104Q: 24 clusters Score -1.111934e+08 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 49650 members 
Mstep: Class 3 contains 5058 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 44157 members 
Mstep: Class 6 contains 945 members 
Mstep: Class 7 contains 46200 members 
Mstep: Class 8 contains 615 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 606 members 
Mstep: Class 12 contains 44673 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 52699 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44446 members 
Mstep: Class 18 contains 45756 members 
Mstep: Class 19 contains 29850 members 
Mstep: Class 20 contains 46682 members 
Mstep: Class 21 contains 50750 members 
Mstep: Class 22 contains 49351 members 
Mstep: Class 23 contains 48822 members 
Mstep: Class 24 contains 3209 members 
Entering Unmasked Estep 
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Iteration 105Q: 24 clusters Score -1.111933e+08 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48757 members 
Mstep: Class 2 contains 49642 members 
Mstep: Class 3 contains 5070 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 44143 members 
Mstep: Class 6 contains 947 members 
Mstep: Class 7 contains 46186 members 
Mstep: Class 8 contains 613 members 
Mstep: Class 9 contains 1015 members 
Mstep: Class 10 contains 601 members 
Mstep: Class 12 contains 44694 members 
Mstep: Class 13 contains 2339 members 
Mstep: Class 14 contains 52720 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44433 members 
Mstep: Class 18 contains 45790 members 
Mstep: Class 19 contains 29826 members 
Mstep: Class 20 contains 46677 members 
Mstep: Class 21 contains 50680 members 
Mstep: Class 22 contains 49325 members 
Mstep: Class 23 contains 48890 members 
Mstep: Class 24 contains 3205 members 
Entering Unmasked Estep 
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Iteration 106Q: 24 clusters Score -1.111933e+08 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48789 members 
Mstep: Class 2 contains 49633 members 
Mstep: Class 3 contains 5086 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 44147 members 
Mstep: Class 6 contains 947 members 
Mstep: Class 7 contains 46168 members 
Mstep: Class 8 contains 613 members 
Mstep: Class 9 contains 1016 members 
Mstep: Class 10 contains 597 members 
Mstep: Class 12 contains 44717 members 
Mstep: Class 13 contains 2342 members 
Mstep: Class 14 contains 52702 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44429 members 
Mstep: Class 18 contains 45812 members 
Mstep: Class 19 contains 29807 members 
Mstep: Class 20 contains 46696 members 
Mstep: Class 21 contains 50628 members 
Mstep: Class 22 contains 49303 members 
Mstep: Class 23 contains 48934 members 
Mstep: Class 24 contains 3187 members 
Entering Unmasked Estep 
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Iteration 107Q: 24 clusters Score -1.111933e+08 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48801 members 
Mstep: Class 2 contains 49631 members 
Mstep: Class 3 contains 5089 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 44142 members 
Mstep: Class 6 contains 947 members 
Mstep: Class 7 contains 46165 members 
Mstep: Class 8 contains 613 members 
Mstep: Class 9 contains 1015 members 
Mstep: Class 10 contains 596 members 
Mstep: Class 12 contains 44721 members 
Mstep: Class 13 contains 2344 members 
Mstep: Class 14 contains 52716 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44430 members 
Mstep: Class 18 contains 45813 members 
Mstep: Class 19 contains 29788 members 
Mstep: Class 20 contains 46713 members 
Mstep: Class 21 contains 50568 members 
Mstep: Class 22 contains 49292 members 
Mstep: Class 23 contains 48993 members 
Mstep: Class 24 contains 3176 members 
Entering Unmasked Estep 
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Iteration 108Q: 24 clusters Score -1.111932e+08 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48790 members 
Mstep: Class 2 contains 49645 members 
Mstep: Class 3 contains 5099 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 44134 members 
Mstep: Class 6 contains 947 members 
Mstep: Class 7 contains 46160 members 
Mstep: Class 8 contains 613 members 
Mstep: Class 9 contains 1015 members 
Mstep: Class 10 contains 595 members 
Mstep: Class 12 contains 44743 members 
Mstep: Class 13 contains 2344 members 
Mstep: Class 14 contains 52710 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44444 members 
Mstep: Class 18 contains 45800 members 
Mstep: Class 19 contains 29759 members 
Mstep: Class 20 contains 46772 members 
Mstep: Class 21 contains 50525 members 
Mstep: Class 22 contains 49246 members 
Mstep: Class 23 contains 49048 members 
Mstep: Class 24 contains 3165 members 
Entering Unmasked Estep 
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Iteration 109Q: 24 clusters Score -1.111932e+08 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48744 members 
Mstep: Class 2 contains 49646 members 
Mstep: Class 3 contains 5111 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 44141 members 
Mstep: Class 6 contains 947 members 
Mstep: Class 7 contains 46151 members 
Mstep: Class 8 contains 613 members 
Mstep: Class 9 contains 1015 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 12 contains 44772 members 
Mstep: Class 13 contains 2344 members 
Mstep: Class 14 contains 52712 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44423 members 
Mstep: Class 18 contains 45801 members 
Mstep: Class 19 contains 29733 members 
Mstep: Class 20 contains 46815 members 
Mstep: Class 21 contains 50493 members 
Mstep: Class 22 contains 49210 members 
Mstep: Class 23 contains 49132 members 
Mstep: Class 24 contains 3157 members 
Entering Unmasked Estep 
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Iteration 110Q: 24 clusters Score -1.111931e+08 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48731 members 
Mstep: Class 2 contains 49644 members 
Mstep: Class 3 contains 5123 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 44160 members 
Mstep: Class 6 contains 947 members 
Mstep: Class 7 contains 46141 members 
Mstep: Class 8 contains 613 members 
Mstep: Class 9 contains 1015 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 12 contains 44754 members 
Mstep: Class 13 contains 2344 members 
Mstep: Class 14 contains 52721 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44461 members 
Mstep: Class 18 contains 45779 members 
Mstep: Class 19 contains 29707 members 
Mstep: Class 20 contains 46822 members 
Mstep: Class 21 contains 50465 members 
Mstep: Class 22 contains 49201 members 
Mstep: Class 23 contains 49190 members 
Mstep: Class 24 contains 3142 members 
Entering Unmasked Estep 
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Iteration 111Q: 24 clusters Score -1.111929e+08 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48722 members 
Mstep: Class 2 contains 49648 members 
Mstep: Class 3 contains 5137 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 44162 members 
Mstep: Class 6 contains 947 members 
Mstep: Class 7 contains 46153 members 
Mstep: Class 8 contains 613 members 
Mstep: Class 9 contains 1015 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 12 contains 44743 members 
Mstep: Class 13 contains 2344 members 
Mstep: Class 14 contains 52711 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44467 members 
Mstep: Class 18 contains 45797 members 
Mstep: Class 19 contains 29683 members 
Mstep: Class 20 contains 46810 members 
Mstep: Class 21 contains 50452 members 
Mstep: Class 22 contains 49206 members 
Mstep: Class 23 contains 49222 members 
Mstep: Class 24 contains 3128 members 
Entering Unmasked Estep 
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Iteration 112Q: 24 clusters Score -1.11193e+08 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48744 members 
Mstep: Class 2 contains 49662 members 
Mstep: Class 3 contains 5149 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 44177 members 
Mstep: Class 6 contains 947 members 
Mstep: Class 7 contains 46163 members 
Mstep: Class 8 contains 613 members 
Mstep: Class 9 contains 1015 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 12 contains 44748 members 
Mstep: Class 13 contains 2344 members 
Mstep: Class 14 contains 52698 members 
Mstep: Class 15 contains 1288 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 44460 members 
Mstep: Class 18 contains 45812 members 
Mstep: Class 19 contains 29648 members 
Mstep: Class 20 contains 46801 members 
Mstep: Class 21 contains 50445 members 
Mstep: Class 22 contains 49191 members 
Mstep: Class 23 contains 49225 members 
Mstep: Class 24 contains 3114 members 
Entering Unmasked Estep 
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Iteration 113Q: 24 clusters Score -1.111931e+08 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 2 contains 49704 members 
Mstep: Class 3 contains 5156 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 44189 members 
Mstep: Class 6 contains 947 members 
Mstep: Class 7 contains 46164 members 
Mstep: Class 8 contains 613 members 
Mstep: Class 9 contains 1015 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44761 members 
Mstep: Class 13 contains 2344 members 
Mstep: Class 14 contains 52686 members 
Mstep: Class 15 contains 1290 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 44467 members 
Mstep: Class 18 contains 45834 members 
Mstep: Class 19 contains 29611 members 
Mstep: Class 20 contains 46814 members 
Mstep: Class 21 contains 50435 members 
Mstep: Class 22 contains 49177 members 
Mstep: Class 23 contains 49206 members 
Mstep: Class 24 contains 3102 members 
Entering Unmasked Estep 
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Iteration 114Q: 24 clusters Score -1.111928e+08 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48729 members 
Mstep: Class 2 contains 49750 members 
Mstep: Class 3 contains 5161 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 44203 members 
Mstep: Class 6 contains 947 members 
Mstep: Class 7 contains 46129 members 
Mstep: Class 8 contains 613 members 
Mstep: Class 9 contains 1015 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44787 members 
Mstep: Class 13 contains 2344 members 
Mstep: Class 14 contains 52671 members 
Mstep: Class 15 contains 1290 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 44449 members 
Mstep: Class 18 contains 45874 members 
Mstep: Class 19 contains 29580 members 
Mstep: Class 20 contains 46809 members 
Mstep: Class 21 contains 50424 members 
Mstep: Class 22 contains 49143 members 
Mstep: Class 23 contains 49231 members 
Mstep: Class 24 contains 3096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111193136.000000 Penalty: 76057.484375
Iteration 115Q: 24 clusters Score -1.111931e+08 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48724 members 
Mstep: Class 2 contains 49759 members 
Mstep: Class 3 contains 5169 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 44219 members 
Mstep: Class 6 contains 947 members 
Mstep: Class 7 contains 46127 members 
Mstep: Class 8 contains 613 members 
Mstep: Class 9 contains 1016 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44809 members 
Mstep: Class 13 contains 2344 members 
Mstep: Class 14 contains 52665 members 
Mstep: Class 15 contains 1290 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 44435 members 
Mstep: Class 18 contains 45893 members 
Mstep: Class 19 contains 29545 members 
Mstep: Class 20 contains 46829 members 
Mstep: Class 21 contains 50440 members 
Mstep: Class 22 contains 49104 members 
Mstep: Class 23 contains 49229 members 
Mstep: Class 24 contains 3088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111193008.000000 Penalty: 76057.484375
Iteration 116Q: 24 clusters Score -1.11193e+08 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48738 members 
Mstep: Class 2 contains 49768 members 
Mstep: Class 3 contains 5177 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 44233 members 
Mstep: Class 6 contains 947 members 
Mstep: Class 7 contains 46126 members 
Mstep: Class 8 contains 613 members 
Mstep: Class 9 contains 1016 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44804 members 
Mstep: Class 13 contains 2344 members 
Mstep: Class 14 contains 52666 members 
Mstep: Class 15 contains 1289 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 44408 members 
Mstep: Class 18 contains 45923 members 
Mstep: Class 19 contains 29519 members 
Mstep: Class 20 contains 46857 members 
Mstep: Class 21 contains 50464 members 
Mstep: Class 22 contains 49055 members 
Mstep: Class 23 contains 49221 members 
Mstep: Class 24 contains 3077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111192880.000000 Penalty: 76057.484375
Iteration 117Q: 24 clusters Score -1.111929e+08 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48779 members 
Mstep: Class 2 contains 49747 members 
Mstep: Class 3 contains 5186 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 44252 members 
Mstep: Class 6 contains 947 members 
Mstep: Class 7 contains 46123 members 
Mstep: Class 8 contains 613 members 
Mstep: Class 9 contains 1016 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44821 members 
Mstep: Class 13 contains 2344 members 
Mstep: Class 14 contains 52672 members 
Mstep: Class 15 contains 1290 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 44388 members 
Mstep: Class 18 contains 45949 members 
Mstep: Class 19 contains 29495 members 
Mstep: Class 20 contains 46884 members 
Mstep: Class 21 contains 50469 members 
Mstep: Class 22 contains 48990 members 
Mstep: Class 23 contains 49217 members 
Mstep: Class 24 contains 3063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111193096.000000 Penalty: 76057.484375
Iteration 118Q: 24 clusters Score -1.111931e+08 nChanged 1305
Entering ConstructFrom: 
Score: -111193096.000000 Penalty: 76057.484375
Entering ConstructFrom: 
Trying to split cluster 1 (48796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48796 members 
Entering Unmasked Estep 
Score: -8975798.000000 Penalty: 2677.260010
	Iteration 0F: 2 clusters Score -8975798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -8945141.000000 Penalty: 5354.520020
	Iteration 0F: 3 clusters Score -8945141 nChanged 22404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -8957577.000000 Penalty: 5354.520020
	Iteration 1F: 3 clusters Score -8957577 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 23633 members 
Entering Unmasked Estep 
Score: -8958211.000000 Penalty: 5354.520020
	Iteration 2Q: 3 clusters Score -8958211 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25443 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -8958835.000000 Penalty: 5354.520020
	Iteration 3Q: 3 clusters Score -8958835 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -8959423.000000 Penalty: 5354.520020
	Iteration 4Q: 3 clusters Score -8959423 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -8960173.000000 Penalty: 5354.520020
	Iteration 5Q: 3 clusters Score -8960173 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -8960995.000000 Penalty: 5354.520020
	Iteration 6Q: 3 clusters Score -8960995 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -8962070.000000 Penalty: 5354.520020
	Iteration 7Q: 3 clusters Score -8962070 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -8963528.000000 Penalty: 5354.520020
	Iteration 8F: 3 clusters Score -8963528 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28446 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -8965391.000000 Penalty: 5354.520020
	Iteration 9F: 3 clusters Score -8965391 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -8967045.000000 Penalty: 5354.520020
	Iteration 10F: 3 clusters Score -8967045 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -8968129.000000 Penalty: 5354.520020
	Iteration 11Q: 3 clusters Score -8968129 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -8968602.000000 Penalty: 5354.520020
	Iteration 12Q: 3 clusters Score -8968602 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29445 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -8968785.000000 Penalty: 5354.520020
	Iteration 13Q: 3 clusters Score -8968785 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29666 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -8968901.000000 Penalty: 5354.520020
	Iteration 14Q: 3 clusters Score -8968901 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -8969010.000000 Penalty: 5354.520020
	Iteration 15Q: 3 clusters Score -8969010 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -8969108.000000 Penalty: 5354.520020
	Iteration 16Q: 3 clusters Score -8969108 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -8969183.000000 Penalty: 5354.520020
	Iteration 17Q: 3 clusters Score -8969183 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -8969286.000000 Penalty: 5354.520020
	Iteration 18Q: 3 clusters Score -8969286 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -8969345.000000 Penalty: 5354.520020
	Iteration 19Q: 3 clusters Score -8969345 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -8969416.000000 Penalty: 5354.520020
	Iteration 20F: 3 clusters Score -8969416 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -8969518.000000 Penalty: 5354.520020
	Iteration 21Q: 3 clusters Score -8969518 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -8969671.000000 Penalty: 5354.520020
	Iteration 22Q: 3 clusters Score -8969671 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 17294 members 
Entering Unmasked Estep 
Score: -8969826.000000 Penalty: 5354.520020
	Iteration 23Q: 3 clusters Score -8969826 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -8969972.000000 Penalty: 5354.520020
	Iteration 24Q: 3 clusters Score -8969972 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31959 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -8970129.000000 Penalty: 5354.520020
	Iteration 25Q: 3 clusters Score -8970129 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -8970266.000000 Penalty: 5354.520020
	Iteration 26Q: 3 clusters Score -8970266 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32514 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -8970448.000000 Penalty: 5354.520020
	Iteration 27Q: 3 clusters Score -8970448 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -8970609.000000 Penalty: 5354.520020
	Iteration 28Q: 3 clusters Score -8970609 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -8970745.000000 Penalty: 5354.520020
	Iteration 29Q: 3 clusters Score -8970745 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -8971012.000000 Penalty: 5354.520020
	Iteration 30Q: 3 clusters Score -8971012 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -8971189.000000 Penalty: 5354.520020
	Iteration 31Q: 3 clusters Score -8971189 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -8971418.000000 Penalty: 5354.520020
	Iteration 32Q: 3 clusters Score -8971418 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -8971569.000000 Penalty: 5354.520020
	Iteration 33Q: 3 clusters Score -8971569 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -8971756.000000 Penalty: 5354.520020
	Iteration 34Q: 3 clusters Score -8971756 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -8971909.000000 Penalty: 5354.520020
	Iteration 35Q: 3 clusters Score -8971909 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -8972065.000000 Penalty: 5354.520020
	Iteration 36Q: 3 clusters Score -8972065 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 12807 members 
Entering Unmasked Estep 
Score: -8972218.000000 Penalty: 5354.520020
	Iteration 37Q: 3 clusters Score -8972218 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -8972357.000000 Penalty: 5354.520020
	Iteration 38Q: 3 clusters Score -8972357 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36746 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -8972447.000000 Penalty: 5354.520020
	Iteration 39Q: 3 clusters Score -8972447 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -8972544.000000 Penalty: 5354.520020
	Iteration 40F: 3 clusters Score -8972544 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -8972648.000000 Penalty: 5354.520020
	Iteration 41Q: 3 clusters Score -8972648 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -8972743.000000 Penalty: 5354.520020
	Iteration 42Q: 3 clusters Score -8972743 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -8972831.000000 Penalty: 5354.520020
	Iteration 43Q: 3 clusters Score -8972831 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -8972929.000000 Penalty: 5354.520020
	Iteration 44Q: 3 clusters Score -8972929 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -8973026.000000 Penalty: 5354.520020
	Iteration 45Q: 3 clusters Score -8973026 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -8973106.000000 Penalty: 5354.520020
	Iteration 46Q: 3 clusters Score -8973106 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -8973187.000000 Penalty: 5354.520020
	Iteration 47Q: 3 clusters Score -8973187 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -8973255.000000 Penalty: 5354.520020
	Iteration 48Q: 3 clusters Score -8973255 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -8973336.000000 Penalty: 5354.520020
	Iteration 49Q: 3 clusters Score -8973336 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -8973388.000000 Penalty: 5354.520020
	Iteration 50Q: 3 clusters Score -8973388 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -8973415.000000 Penalty: 5354.520020
	Iteration 51Q: 3 clusters Score -8973415 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -8973480.000000 Penalty: 5354.520020
	Iteration 52Q: 3 clusters Score -8973480 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -8973543.000000 Penalty: 5354.520020
	Iteration 53Q: 3 clusters Score -8973543 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -8973589.000000 Penalty: 5354.520020
	Iteration 54Q: 3 clusters Score -8973589 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -8973615.000000 Penalty: 5354.520020
	Iteration 55Q: 3 clusters Score -8973615 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -8973651.000000 Penalty: 5354.520020
	Iteration 56Q: 3 clusters Score -8973651 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -8973699.000000 Penalty: 5354.520020
	Iteration 57Q: 3 clusters Score -8973699 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -8973694.000000 Penalty: 5354.520020
	Iteration 58Q: 3 clusters Score -8973694 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -8973693.000000 Penalty: 5354.520020
	Iteration 59Q: 3 clusters Score -8973693 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -8973748.000000 Penalty: 5354.520020
	Iteration 60F: 3 clusters Score -8973748 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42924 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -8973798.000000 Penalty: 5354.520020
	Iteration 61Q: 3 clusters Score -8973798 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -8973842.000000 Penalty: 5354.520020
	Iteration 62Q: 3 clusters Score -8973842 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -8973879.000000 Penalty: 5354.520020
	Iteration 63Q: 3 clusters Score -8973879 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -8973901.000000 Penalty: 5354.520020
	Iteration 64Q: 3 clusters Score -8973901 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -8973900.000000 Penalty: 5354.520020
	Iteration 65Q: 3 clusters Score -8973900 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43654 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -8973925.000000 Penalty: 5354.520020
	Iteration 66Q: 3 clusters Score -8973925 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -8973948.000000 Penalty: 5354.520020
	Iteration 67Q: 3 clusters Score -8973948 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -8973950.000000 Penalty: 5354.520020
	Iteration 68Q: 3 clusters Score -8973950 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -8973968.000000 Penalty: 5354.520020
	Iteration 69Q: 3 clusters Score -8973968 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -8973991.000000 Penalty: 5354.520020
	Iteration 70Q: 3 clusters Score -8973991 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -8973982.000000 Penalty: 5354.520020
	Iteration 71Q: 3 clusters Score -8973982 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44298 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -8973976.000000 Penalty: 5354.520020
	Iteration 72Q: 3 clusters Score -8973976 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44413 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -8974011.000000 Penalty: 5354.520020
	Iteration 73Q: 3 clusters Score -8974011 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44523 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -8974019.000000 Penalty: 5354.520020
	Iteration 74Q: 3 clusters Score -8974019 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -8974059.000000 Penalty: 5354.520020
	Iteration 75Q: 3 clusters Score -8974059 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44747 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -8974061.000000 Penalty: 5354.520020
	Iteration 76Q: 3 clusters Score -8974061 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44859 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -8974065.000000 Penalty: 5354.520020
	Iteration 77Q: 3 clusters Score -8974065 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44973 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -8974053.000000 Penalty: 5354.520020
	Iteration 78Q: 3 clusters Score -8974053 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -8974066.000000 Penalty: 5354.520020
	Iteration 79Q: 3 clusters Score -8974066 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -8974065.000000 Penalty: 5354.520020
	Iteration 80F: 3 clusters Score -8974065 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45320 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -8974085.000000 Penalty: 5354.520020
	Iteration 81Q: 3 clusters Score -8974085 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45413 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -8974070.000000 Penalty: 5354.520020
	Iteration 82Q: 3 clusters Score -8974070 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -8974100.000000 Penalty: 5354.520020
	Iteration 83Q: 3 clusters Score -8974100 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45631 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -8974092.000000 Penalty: 5354.520020
	Iteration 84Q: 3 clusters Score -8974092 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45744 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -8974089.000000 Penalty: 5354.520020
	Iteration 85Q: 3 clusters Score -8974089 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45873 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -8974109.000000 Penalty: 5354.520020
	Iteration 86Q: 3 clusters Score -8974109 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45998 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -8974099.000000 Penalty: 5354.520020
	Iteration 87Q: 3 clusters Score -8974099 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46122 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -8974117.000000 Penalty: 5354.520020
	Iteration 88Q: 3 clusters Score -8974117 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46228 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -8974143.000000 Penalty: 5354.520020
	Iteration 89Q: 3 clusters Score -8974143 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46315 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -8974126.000000 Penalty: 5354.520020
	Iteration 90Q: 3 clusters Score -8974126 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -8974129.000000 Penalty: 5354.520020
	Iteration 91Q: 3 clusters Score -8974129 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46489 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -8974109.000000 Penalty: 5354.520020
	Iteration 92Q: 3 clusters Score -8974109 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -8974103.000000 Penalty: 5354.520020
	Iteration 93Q: 3 clusters Score -8974103 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46637 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -8974111.000000 Penalty: 5354.520020
	Iteration 94Q: 3 clusters Score -8974111 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46690 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -8974122.000000 Penalty: 5354.520020
	Iteration 95Q: 3 clusters Score -8974122 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46739 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -8974133.000000 Penalty: 5354.520020
	Iteration 96Q: 3 clusters Score -8974133 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46781 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -8974115.000000 Penalty: 5354.520020
	Iteration 97Q: 3 clusters Score -8974115 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46818 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -8974116.000000 Penalty: 5354.520020
	Iteration 98Q: 3 clusters Score -8974116 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46846 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -8974115.000000 Penalty: 5354.520020
	Iteration 99Q: 3 clusters Score -8974115 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46869 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -8974103.000000 Penalty: 5354.520020
	Iteration 100F: 3 clusters Score -8974103 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -8974106.000000 Penalty: 5354.520020
	Iteration 101Q: 3 clusters Score -8974106 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -8974089.000000 Penalty: 5354.520020
	Iteration 102Q: 3 clusters Score -8974089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -8974084.000000 Penalty: 5354.520020
	Iteration 103Q: 3 clusters Score -8974084 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -8974086.000000 Penalty: 5354.520020
	Iteration 104Q: 3 clusters Score -8974086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46979 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -8974083.000000 Penalty: 5354.520020
	Iteration 105Q: 3 clusters Score -8974083 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46994 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -8974081.000000 Penalty: 5354.520020
	Iteration 106Q: 3 clusters Score -8974081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47002 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -8974090.000000 Penalty: 5354.520020
	Iteration 107Q: 3 clusters Score -8974090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47012 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -8974084.000000 Penalty: 5354.520020
	Iteration 108Q: 3 clusters Score -8974084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47025 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -8974074.000000 Penalty: 5354.520020
	Iteration 109Q: 3 clusters Score -8974074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47044 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -8974068.000000 Penalty: 5354.520020
	Iteration 110Q: 3 clusters Score -8974068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47063 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -8974061.000000 Penalty: 5354.520020
	Iteration 111Q: 3 clusters Score -8974061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47075 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -8974065.000000 Penalty: 5354.520020
	Iteration 112Q: 3 clusters Score -8974065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47080 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -8974062.000000 Penalty: 5354.520020
	Iteration 113Q: 3 clusters Score -8974062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -8974050.000000 Penalty: 5354.520020
	Iteration 114Q: 3 clusters Score -8974050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47092 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -8974065.000000 Penalty: 5354.520020
	Iteration 115Q: 3 clusters Score -8974065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47103 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -8974056.000000 Penalty: 5354.520020
	Iteration 116Q: 3 clusters Score -8974056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47113 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -8974055.000000 Penalty: 5354.520020
	Iteration 117Q: 3 clusters Score -8974055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47118 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -8974053.000000 Penalty: 5354.520020
	Iteration 118Q: 3 clusters Score -8974053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47122 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -8974052.000000 Penalty: 5354.520020
	Iteration 119Q: 3 clusters Score -8974052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47124 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -8974052.000000 Penalty: 5354.520020
	Iteration 120F: 3 clusters Score -8974052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -8974054.000000 Penalty: 5354.520020
	Iteration 121Q: 3 clusters Score -8974054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47126 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -8974054.000000 Penalty: 5354.520020
	Iteration 122F: 3 clusters Score -8974054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (49753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49753 members 
Entering Unmasked Estep 
Score: -9095308.000000 Penalty: 2682.076904
	Iteration 0F: 2 clusters Score -9095308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24913 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -9063901.000000 Penalty: 5364.153809
	Iteration 0F: 3 clusters Score -9063901 nChanged 23027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -9076679.000000 Penalty: 5364.153809
	Iteration 1F: 3 clusters Score -9076679 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -9077201.000000 Penalty: 5364.153809
	Iteration 2Q: 3 clusters Score -9077201 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -9077690.000000 Penalty: 5364.153809
	Iteration 3Q: 3 clusters Score -9077690 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -9078084.000000 Penalty: 5364.153809
	Iteration 4Q: 3 clusters Score -9078084 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -9078482.000000 Penalty: 5364.153809
	Iteration 5Q: 3 clusters Score -9078482 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -9078882.000000 Penalty: 5364.153809
	Iteration 6Q: 3 clusters Score -9078882 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27736 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -9079381.000000 Penalty: 5364.153809
	Iteration 7Q: 3 clusters Score -9079381 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -9079952.000000 Penalty: 5364.153809
	Iteration 8Q: 3 clusters Score -9079952 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -9080873.000000 Penalty: 5364.153809
	Iteration 9Q: 3 clusters Score -9080873 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -9082235.000000 Penalty: 5364.153809
	Iteration 10Q: 3 clusters Score -9082235 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -9084044.000000 Penalty: 5364.153809
	Iteration 11F: 3 clusters Score -9084044 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -9086141.000000 Penalty: 5364.153809
	Iteration 12F: 3 clusters Score -9086141 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -9087980.000000 Penalty: 5364.153809
	Iteration 13Q: 3 clusters Score -9087980 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -9089295.000000 Penalty: 5364.153809
	Iteration 14Q: 3 clusters Score -9089295 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42268 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -9090213.000000 Penalty: 5364.153809
	Iteration 15Q: 3 clusters Score -9090213 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43515 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -9090914.000000 Penalty: 5364.153809
	Iteration 16Q: 3 clusters Score -9090914 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -9091528.000000 Penalty: 5364.153809
	Iteration 17Q: 3 clusters Score -9091528 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45731 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -9091891.000000 Penalty: 5364.153809
	Iteration 18Q: 3 clusters Score -9091891 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46602 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -9092188.000000 Penalty: 5364.153809
	Iteration 19Q: 3 clusters Score -9092188 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47273 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -9092411.000000 Penalty: 5364.153809
	Iteration 20F: 3 clusters Score -9092411 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47816 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -9092634.000000 Penalty: 5364.153809
	Iteration 21Q: 3 clusters Score -9092634 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48226 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -9092788.000000 Penalty: 5364.153809
	Iteration 22Q: 3 clusters Score -9092788 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48534 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -9092833.000000 Penalty: 5364.153809
	Iteration 23Q: 3 clusters Score -9092833 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48750 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -9092890.000000 Penalty: 5364.153809
	Iteration 24Q: 3 clusters Score -9092890 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48900 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -9092925.000000 Penalty: 5364.153809
	Iteration 25Q: 3 clusters Score -9092925 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49006 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -9092994.000000 Penalty: 5364.153809
	Iteration 26Q: 3 clusters Score -9092994 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49088 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -9093041.000000 Penalty: 5364.153809
	Iteration 27Q: 3 clusters Score -9093041 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49146 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -9093074.000000 Penalty: 5364.153809
	Iteration 28Q: 3 clusters Score -9093074 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49178 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -9093100.000000 Penalty: 5364.153809
	Iteration 29Q: 3 clusters Score -9093100 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49212 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -9093110.000000 Penalty: 5364.153809
	Iteration 30Q: 3 clusters Score -9093110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49231 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -9093114.000000 Penalty: 5364.153809
	Iteration 31Q: 3 clusters Score -9093114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49244 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -9093131.000000 Penalty: 5364.153809
	Iteration 32Q: 3 clusters Score -9093131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49257 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -9093131.000000 Penalty: 5364.153809
	Iteration 33Q: 3 clusters Score -9093131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49264 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -9093136.000000 Penalty: 5364.153809
	Iteration 34Q: 3 clusters Score -9093136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -9093132.000000 Penalty: 5364.153809
	Iteration 35Q: 3 clusters Score -9093132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49274 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -9093134.000000 Penalty: 5364.153809
	Iteration 36Q: 3 clusters Score -9093134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49278 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -9093141.000000 Penalty: 5364.153809
	Iteration 37Q: 3 clusters Score -9093141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49281 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -9093144.000000 Penalty: 5364.153809
	Iteration 38Q: 3 clusters Score -9093144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49281 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -9093144.000000 Penalty: 5364.153809
	Iteration 39F: 3 clusters Score -9093144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Entering Unmasked Estep 
Score: -947799.125000 Penalty: 2121.656738
	Iteration 0F: 2 clusters Score -947799.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -943125.312500 Penalty: 4243.313477
	Iteration 0F: 3 clusters Score -943125.3 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -944236.187500 Penalty: 4243.313477
	Iteration 1F: 3 clusters Score -944236.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -944479.250000 Penalty: 4243.313477
	Iteration 2F: 3 clusters Score -944479.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -944618.312500 Penalty: 4243.313477
	Iteration 3F: 3 clusters Score -944618.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -944714.437500 Penalty: 4243.313477
	Iteration 4Q: 3 clusters Score -944714.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -944785.562500 Penalty: 4243.313477
	Iteration 5Q: 3 clusters Score -944785.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -944842.812500 Penalty: 4243.313477
	Iteration 6Q: 3 clusters Score -944842.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -944883.625000 Penalty: 4243.313477
	Iteration 7Q: 3 clusters Score -944883.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -944919.562500 Penalty: 4243.313477
	Iteration 8Q: 3 clusters Score -944919.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -944952.437500 Penalty: 4243.313477
	Iteration 9Q: 3 clusters Score -944952.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -944983.125000 Penalty: 4243.313477
	Iteration 10Q: 3 clusters Score -944983.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -945009.250000 Penalty: 4243.313477
	Iteration 11Q: 3 clusters Score -945009.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -945046.687500 Penalty: 4243.313477
	Iteration 12Q: 3 clusters Score -945046.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -945086.937500 Penalty: 4243.313477
	Iteration 13Q: 3 clusters Score -945086.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -945145.625000 Penalty: 4243.313477
	Iteration 14Q: 3 clusters Score -945145.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -945209.875000 Penalty: 4243.313477
	Iteration 15Q: 3 clusters Score -945209.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -945268.500000 Penalty: 4243.313477
	Iteration 16Q: 3 clusters Score -945268.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -945320.500000 Penalty: 4243.313477
	Iteration 17Q: 3 clusters Score -945320.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -945356.500000 Penalty: 4243.313477
	Iteration 18Q: 3 clusters Score -945356.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -945392.375000 Penalty: 4243.313477
	Iteration 19Q: 3 clusters Score -945392.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -945439.437500 Penalty: 4243.313477
	Iteration 20F: 3 clusters Score -945439.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -945481.125000 Penalty: 4243.313477
	Iteration 21Q: 3 clusters Score -945481.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -945524.312500 Penalty: 4243.313477
	Iteration 22Q: 3 clusters Score -945524.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -945569.312500 Penalty: 4243.313477
	Iteration 23Q: 3 clusters Score -945569.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -945610.312500 Penalty: 4243.313477
	Iteration 24Q: 3 clusters Score -945610.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -945653.062500 Penalty: 4243.313477
	Iteration 25Q: 3 clusters Score -945653.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -945695.750000 Penalty: 4243.313477
	Iteration 26Q: 3 clusters Score -945695.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -945734.187500 Penalty: 4243.313477
	Iteration 27Q: 3 clusters Score -945734.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -945771.875000 Penalty: 4243.313477
	Iteration 28Q: 3 clusters Score -945771.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -945808.437500 Penalty: 4243.313477
	Iteration 29Q: 3 clusters Score -945808.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -945832.062500 Penalty: 4243.313477
	Iteration 30Q: 3 clusters Score -945832.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -945850.250000 Penalty: 4243.313477
	Iteration 31Q: 3 clusters Score -945850.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -945868.937500 Penalty: 4243.313477
	Iteration 32Q: 3 clusters Score -945868.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -945881.937500 Penalty: 4243.313477
	Iteration 33Q: 3 clusters Score -945881.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -945887.437500 Penalty: 4243.313477
	Iteration 34Q: 3 clusters Score -945887.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -945890.687500 Penalty: 4243.313477
	Iteration 35Q: 3 clusters Score -945890.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -945891.312500 Penalty: 4243.313477
	Iteration 36Q: 3 clusters Score -945891.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -945893.750000 Penalty: 4243.313477
	Iteration 37Q: 3 clusters Score -945893.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -945893.750000 Penalty: 4243.313477
	Iteration 38F: 3 clusters Score -945893.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -32073.162109 Penalty: 1486.502441
	Iteration 0F: 2 clusters Score -32073.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -30844.087891 Penalty: 2973.004883
	Iteration 0F: 3 clusters Score -30844.09 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -31149.992188 Penalty: 2973.004883
	Iteration 1F: 3 clusters Score -31149.99 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -31300.265625 Penalty: 2973.004883
	Iteration 2F: 3 clusters Score -31300.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -31503.798828 Penalty: 2973.004883
	Iteration 3Q: 3 clusters Score -31503.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -31618.044922 Penalty: 2973.004883
	Iteration 4Q: 3 clusters Score -31618.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -31645.474609 Penalty: 2973.004883
	Iteration 5Q: 3 clusters Score -31645.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -31655.480469 Penalty: 2973.004883
	Iteration 6Q: 3 clusters Score -31655.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -31658.583984 Penalty: 2973.004883
	Iteration 7Q: 3 clusters Score -31658.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -31664.001953 Penalty: 2973.004883
	Iteration 8Q: 3 clusters Score -31664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -31664.001953 Penalty: 2973.004883
	Iteration 9F: 3 clusters Score -31664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44253 members 
Entering Unmasked Estep 
Score: -8102892.500000 Penalty: 2653.024170
	Iteration 0F: 2 clusters Score -8102892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -8074188.500000 Penalty: 5306.048340
	Iteration 0F: 3 clusters Score -8074188 nChanged 20337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -8085348.000000 Penalty: 5306.048340
	Iteration 1F: 3 clusters Score -8085348 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -8086031.000000 Penalty: 5306.048340
	Iteration 2Q: 3 clusters Score -8086031 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -8086704.000000 Penalty: 5306.048340
	Iteration 3Q: 3 clusters Score -8086704 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -8087470.000000 Penalty: 5306.048340
	Iteration 4Q: 3 clusters Score -8087470 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -8088332.000000 Penalty: 5306.048340
	Iteration 5Q: 3 clusters Score -8088332 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -8089409.500000 Penalty: 5306.048340
	Iteration 6Q: 3 clusters Score -8089410 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -8090774.500000 Penalty: 5306.048340
	Iteration 7F: 3 clusters Score -8090774 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -8092460.000000 Penalty: 5306.048340
	Iteration 8F: 3 clusters Score -8092460 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -8094479.000000 Penalty: 5306.048340
	Iteration 9F: 3 clusters Score -8094479 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -8096203.500000 Penalty: 5306.048340
	Iteration 10F: 3 clusters Score -8096204 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -8097199.500000 Penalty: 5306.048340
	Iteration 11Q: 3 clusters Score -8097200 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -8097724.000000 Penalty: 5306.048340
	Iteration 12Q: 3 clusters Score -8097724 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -8098072.000000 Penalty: 5306.048340
	Iteration 13Q: 3 clusters Score -8098072 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29898 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -8098354.000000 Penalty: 5306.048340
	Iteration 14Q: 3 clusters Score -8098354 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -8098690.500000 Penalty: 5306.048340
	Iteration 15Q: 3 clusters Score -8098690 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -8098937.500000 Penalty: 5306.048340
	Iteration 16Q: 3 clusters Score -8098938 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -8099212.500000 Penalty: 5306.048340
	Iteration 17Q: 3 clusters Score -8099212 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -8099404.000000 Penalty: 5306.048340
	Iteration 18Q: 3 clusters Score -8099404 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -8099591.500000 Penalty: 5306.048340
	Iteration 19Q: 3 clusters Score -8099592 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -8099756.500000 Penalty: 5306.048340
	Iteration 20F: 3 clusters Score -8099756 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -8099855.500000 Penalty: 5306.048340
	Iteration 21Q: 3 clusters Score -8099856 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34271 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -8099987.000000 Penalty: 5306.048340
	Iteration 22Q: 3 clusters Score -8099987 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -8100101.500000 Penalty: 5306.048340
	Iteration 23Q: 3 clusters Score -8100102 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -8100178.000000 Penalty: 5306.048340
	Iteration 24Q: 3 clusters Score -8100178 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35469 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -8100245.000000 Penalty: 5306.048340
	Iteration 25Q: 3 clusters Score -8100245 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35845 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -8100314.500000 Penalty: 5306.048340
	Iteration 26Q: 3 clusters Score -8100314 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -8100403.000000 Penalty: 5306.048340
	Iteration 27Q: 3 clusters Score -8100403 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -8100474.000000 Penalty: 5306.048340
	Iteration 28Q: 3 clusters Score -8100474 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -8100583.500000 Penalty: 5306.048340
	Iteration 29Q: 3 clusters Score -8100584 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37404 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -8100676.500000 Penalty: 5306.048340
	Iteration 30Q: 3 clusters Score -8100676 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37801 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -8100759.000000 Penalty: 5306.048340
	Iteration 31Q: 3 clusters Score -8100759 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -8100800.500000 Penalty: 5306.048340
	Iteration 32Q: 3 clusters Score -8100800 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38535 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -8100880.000000 Penalty: 5306.048340
	Iteration 33Q: 3 clusters Score -8100880 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -8100945.500000 Penalty: 5306.048340
	Iteration 34Q: 3 clusters Score -8100946 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -8101030.500000 Penalty: 5306.048340
	Iteration 35Q: 3 clusters Score -8101030 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -8101086.500000 Penalty: 5306.048340
	Iteration 36Q: 3 clusters Score -8101086 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39747 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -8101146.500000 Penalty: 5306.048340
	Iteration 37Q: 3 clusters Score -8101146 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -8101174.000000 Penalty: 5306.048340
	Iteration 38Q: 3 clusters Score -8101174 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -8101231.500000 Penalty: 5306.048340
	Iteration 39Q: 3 clusters Score -8101232 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -8101280.500000 Penalty: 5306.048340
	Iteration 40F: 3 clusters Score -8101280 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -8101301.000000 Penalty: 5306.048340
	Iteration 41Q: 3 clusters Score -8101301 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -8101359.000000 Penalty: 5306.048340
	Iteration 42Q: 3 clusters Score -8101359 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -8101370.000000 Penalty: 5306.048340
	Iteration 43Q: 3 clusters Score -8101370 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41205 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -8101360.500000 Penalty: 5306.048340
	Iteration 44Q: 3 clusters Score -8101360 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -8101393.000000 Penalty: 5306.048340
	Iteration 45Q: 3 clusters Score -8101393 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41502 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -8101402.000000 Penalty: 5306.048340
	Iteration 46Q: 3 clusters Score -8101402 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -8101389.000000 Penalty: 5306.048340
	Iteration 47Q: 3 clusters Score -8101389 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -8101401.000000 Penalty: 5306.048340
	Iteration 48Q: 3 clusters Score -8101401 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -8101404.500000 Penalty: 5306.048340
	Iteration 49Q: 3 clusters Score -8101404 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42055 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -8101408.000000 Penalty: 5306.048340
	Iteration 50Q: 3 clusters Score -8101408 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -8101406.000000 Penalty: 5306.048340
	Iteration 51Q: 3 clusters Score -8101406 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42264 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -8101402.500000 Penalty: 5306.048340
	Iteration 52Q: 3 clusters Score -8101402 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42349 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -8101387.500000 Penalty: 5306.048340
	Iteration 53Q: 3 clusters Score -8101388 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -8101381.000000 Penalty: 5306.048340
	Iteration 54Q: 3 clusters Score -8101381 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -8101393.000000 Penalty: 5306.048340
	Iteration 55Q: 3 clusters Score -8101393 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42558 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -8101391.500000 Penalty: 5306.048340
	Iteration 56Q: 3 clusters Score -8101392 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42606 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -8101409.000000 Penalty: 5306.048340
	Iteration 57Q: 3 clusters Score -8101409 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -8101408.000000 Penalty: 5306.048340
	Iteration 58Q: 3 clusters Score -8101408 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -8101401.500000 Penalty: 5306.048340
	Iteration 59Q: 3 clusters Score -8101402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42731 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -8101395.500000 Penalty: 5306.048340
	Iteration 60F: 3 clusters Score -8101396 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42770 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -8101383.500000 Penalty: 5306.048340
	Iteration 61Q: 3 clusters Score -8101384 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42803 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -8101381.500000 Penalty: 5306.048340
	Iteration 62Q: 3 clusters Score -8101382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42828 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -8101394.500000 Penalty: 5306.048340
	Iteration 63Q: 3 clusters Score -8101394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42852 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -8101381.500000 Penalty: 5306.048340
	Iteration 64Q: 3 clusters Score -8101382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -8101371.500000 Penalty: 5306.048340
	Iteration 65Q: 3 clusters Score -8101372 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -8101380.000000 Penalty: 5306.048340
	Iteration 66Q: 3 clusters Score -8101380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42903 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -8101376.000000 Penalty: 5306.048340
	Iteration 67Q: 3 clusters Score -8101376 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -8101364.000000 Penalty: 5306.048340
	Iteration 68Q: 3 clusters Score -8101364 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42936 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -8101367.000000 Penalty: 5306.048340
	Iteration 69Q: 3 clusters Score -8101367 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42952 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -8101363.500000 Penalty: 5306.048340
	Iteration 70Q: 3 clusters Score -8101364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -8101379.500000 Penalty: 5306.048340
	Iteration 71Q: 3 clusters Score -8101380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42990 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -8101377.000000 Penalty: 5306.048340
	Iteration 72Q: 3 clusters Score -8101377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -8101378.000000 Penalty: 5306.048340
	Iteration 73Q: 3 clusters Score -8101378 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43020 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -8101368.000000 Penalty: 5306.048340
	Iteration 74Q: 3 clusters Score -8101368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43032 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -8101366.500000 Penalty: 5306.048340
	Iteration 75Q: 3 clusters Score -8101366 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43048 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -8101376.000000 Penalty: 5306.048340
	Iteration 76Q: 3 clusters Score -8101376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -8101369.000000 Penalty: 5306.048340
	Iteration 77Q: 3 clusters Score -8101369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -8101362.500000 Penalty: 5306.048340
	Iteration 78Q: 3 clusters Score -8101362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43079 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -8101355.000000 Penalty: 5306.048340
	Iteration 79Q: 3 clusters Score -8101355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -8101363.500000 Penalty: 5306.048340
	Iteration 80F: 3 clusters Score -8101364 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -8101363.000000 Penalty: 5306.048340
	Iteration 81Q: 3 clusters Score -8101363 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -8101348.500000 Penalty: 5306.048340
	Iteration 82Q: 3 clusters Score -8101348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -8101352.500000 Penalty: 5306.048340
	Iteration 83Q: 3 clusters Score -8101352 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -8101344.000000 Penalty: 5306.048340
	Iteration 84Q: 3 clusters Score -8101344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -8101341.500000 Penalty: 5306.048340
	Iteration 85Q: 3 clusters Score -8101342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -8101347.000000 Penalty: 5306.048340
	Iteration 86Q: 3 clusters Score -8101347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -8101351.500000 Penalty: 5306.048340
	Iteration 87Q: 3 clusters Score -8101352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -8101348.000000 Penalty: 5306.048340
	Iteration 88Q: 3 clusters Score -8101348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -8101327.000000 Penalty: 5306.048340
	Iteration 89Q: 3 clusters Score -8101327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43199 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -8101327.500000 Penalty: 5306.048340
	Iteration 90Q: 3 clusters Score -8101328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -8101319.000000 Penalty: 5306.048340
	Iteration 91Q: 3 clusters Score -8101319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -8101332.000000 Penalty: 5306.048340
	Iteration 92Q: 3 clusters Score -8101332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -8101339.500000 Penalty: 5306.048340
	Iteration 93Q: 3 clusters Score -8101340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43222 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -8101338.500000 Penalty: 5306.048340
	Iteration 94Q: 3 clusters Score -8101338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43225 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -8101337.000000 Penalty: 5306.048340
	Iteration 95Q: 3 clusters Score -8101337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -8101332.000000 Penalty: 5306.048340
	Iteration 96Q: 3 clusters Score -8101332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -8101332.000000 Penalty: 5306.048340
	Iteration 97F: 3 clusters Score -8101332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -126787.210938 Penalty: 1699.618164
	Iteration 0F: 2 clusters Score -126787.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -125055.265625 Penalty: 3399.236328
	Iteration 0F: 3 clusters Score -125055.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -125644.445312 Penalty: 3399.236328
	Iteration 1F: 3 clusters Score -125644.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -125957.781250 Penalty: 3399.236328
	Iteration 2F: 3 clusters Score -125957.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -126405.203125 Penalty: 3399.236328
	Iteration 3F: 3 clusters Score -126405.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -126740.343750 Penalty: 3399.236328
	Iteration 4F: 3 clusters Score -126740.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -127014.914062 Penalty: 3399.236328
	Iteration 5F: 3 clusters Score -127014.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -127239.531250 Penalty: 3399.236328
	Iteration 6Q: 3 clusters Score -127239.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -127380.570312 Penalty: 3399.236328
	Iteration 7Q: 3 clusters Score -127380.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -127461.570312 Penalty: 3399.236328
	Iteration 8Q: 3 clusters Score -127461.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -127490.140625 Penalty: 3399.236328
	Iteration 9Q: 3 clusters Score -127490.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -127506.648438 Penalty: 3399.236328
	Iteration 10Q: 3 clusters Score -127506.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -127506.648438 Penalty: 3399.236328
	Iteration 11F: 3 clusters Score -127506.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48796 members 
Mstep: Class 2 contains 49753 members 
Mstep: Class 3 contains 5193 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 44253 members 
Mstep: Class 6 contains 454 members 
Mstep: Class 7 contains 46132 members 
Mstep: Class 8 contains 613 members 
Mstep: Class 9 contains 1016 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 11 contains 493 members 
Mstep: Class 12 contains 44821 members 
Mstep: Class 13 contains 2344 members 
Mstep: Class 14 contains 52670 members 
Mstep: Class 15 contains 1289 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 44380 members 
Mstep: Class 18 contains 45959 members 
Mstep: Class 19 contains 29471 members 
Mstep: Class 20 contains 46916 members 
Mstep: Class 21 contains 50481 members 
Mstep: Class 22 contains 48991 members 
Mstep: Class 23 contains 49174 members 
Mstep: Class 24 contains 3046 members 
Entering Unmasked Estep 
Score: -111192040.000000 Penalty: 79364.328125
Splitting cluster 6 changes total score from -111193096.000000 to -111192040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (46132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46132 members 
Entering Unmasked Estep 
Score: -8429997.000000 Penalty: 2663.337158
	Iteration 0F: 2 clusters Score -8429997 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -8400316.000000 Penalty: 5326.674316
	Iteration 0F: 3 clusters Score -8400316 nChanged 21182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -8412014.000000 Penalty: 5326.674316
	Iteration 1F: 3 clusters Score -8412014 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -8412857.000000 Penalty: 5326.674316
	Iteration 2Q: 3 clusters Score -8412857 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -8414053.000000 Penalty: 5326.674316
	Iteration 3F: 3 clusters Score -8414053 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -8416089.000000 Penalty: 5326.674316
	Iteration 4F: 3 clusters Score -8416089 nChanged 3791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -8419153.000000 Penalty: 5326.674316
	Iteration 5F: 3 clusters Score -8419153 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -8422942.000000 Penalty: 5326.674316
	Iteration 6F: 3 clusters Score -8422942 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 43310 members 
Entering Unmasked Estep 
Score: -8425775.000000 Penalty: 5326.674316
	Iteration 7F: 3 clusters Score -8425775 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 44980 members 
Entering Unmasked Estep 
Score: -8427075.000000 Penalty: 5326.674316
	Iteration 8Q: 3 clusters Score -8427075 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -8427515.000000 Penalty: 5326.674316
	Iteration 9Q: 3 clusters Score -8427515 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 45757 members 
Entering Unmasked Estep 
Score: -8427656.000000 Penalty: 5326.674316
	Iteration 10Q: 3 clusters Score -8427656 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 45815 members 
Entering Unmasked Estep 
Score: -8427757.000000 Penalty: 5326.674316
	Iteration 11Q: 3 clusters Score -8427757 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
Score: -8427792.000000 Penalty: 5326.674316
	Iteration 12Q: 3 clusters Score -8427792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -8427817.000000 Penalty: 5326.674316
	Iteration 13Q: 3 clusters Score -8427817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 45846 members 
Entering Unmasked Estep 
Score: -8427834.000000 Penalty: 5326.674316
	Iteration 14Q: 3 clusters Score -8427834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 45841 members 
Entering Unmasked Estep 
Score: -8427847.000000 Penalty: 5326.674316
	Iteration 15Q: 3 clusters Score -8427847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 45834 members 
Entering Unmasked Estep 
Score: -8427865.000000 Penalty: 5326.674316
	Iteration 16Q: 3 clusters Score -8427865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 45831 members 
Entering Unmasked Estep 
Score: -8427875.000000 Penalty: 5326.674316
	Iteration 17Q: 3 clusters Score -8427875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 45831 members 
Entering Unmasked Estep 
Score: -8427876.000000 Penalty: 5326.674316
	Iteration 18Q: 3 clusters Score -8427876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 45833 members 
Entering Unmasked Estep 
Score: -8427874.000000 Penalty: 5326.674316
	Iteration 19Q: 3 clusters Score -8427874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 45833 members 
Entering Unmasked Estep 
Score: -8427884.000000 Penalty: 5326.674316
	Iteration 20F: 3 clusters Score -8427884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 45836 members 
Entering Unmasked Estep 
Score: -8427889.000000 Penalty: 5326.674316
	Iteration 21Q: 3 clusters Score -8427889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 45834 members 
Entering Unmasked Estep 
Score: -8427891.000000 Penalty: 5326.674316
	Iteration 22Q: 3 clusters Score -8427891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -8427892.000000 Penalty: 5326.674316
	Iteration 23Q: 3 clusters Score -8427892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 45838 members 
Entering Unmasked Estep 
Score: -8427901.000000 Penalty: 5326.674316
	Iteration 24Q: 3 clusters Score -8427901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 45838 members 
Entering Unmasked Estep 
Score: -8427907.000000 Penalty: 5326.674316
	Iteration 25Q: 3 clusters Score -8427907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -8427907.000000 Penalty: 5326.674316
	Iteration 26Q: 3 clusters Score -8427907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -8427904.000000 Penalty: 5326.674316
	Iteration 27Q: 3 clusters Score -8427904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
Score: -8427906.000000 Penalty: 5326.674316
	Iteration 28Q: 3 clusters Score -8427906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 45834 members 
Entering Unmasked Estep 
Score: -8427903.000000 Penalty: 5326.674316
	Iteration 29Q: 3 clusters Score -8427903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 45833 members 
Entering Unmasked Estep 
Score: -8427913.000000 Penalty: 5326.674316
	Iteration 30Q: 3 clusters Score -8427913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 45833 members 
Entering Unmasked Estep 
Score: -8427913.000000 Penalty: 5326.674316
	Iteration 31F: 3 clusters Score -8427913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Entering Unmasked Estep 
Score: -68245.367188 Penalty: 1591.754517
	Iteration 0F: 2 clusters Score -68245.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -66701.164062 Penalty: 3183.509033
	Iteration 0F: 3 clusters Score -66701.16 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -67130.234375 Penalty: 3183.509033
	Iteration 1F: 3 clusters Score -67130.23 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -67375.062500 Penalty: 3183.509033
	Iteration 2F: 3 clusters Score -67375.06 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67613.554688 Penalty: 3183.509033
	Iteration 3F: 3 clusters Score -67613.55 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -67758.539062 Penalty: 3183.509033
	Iteration 4F: 3 clusters Score -67758.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67851.671875 Penalty: 3183.509033
	Iteration 5Q: 3 clusters Score -67851.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -67883.351562 Penalty: 3183.509033
	Iteration 6Q: 3 clusters Score -67883.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -67896.140625 Penalty: 3183.509033
	Iteration 7Q: 3 clusters Score -67896.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -67896.695312 Penalty: 3183.509033
	Iteration 8Q: 3 clusters Score -67896.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -67897.289062 Penalty: 3183.509033
	Iteration 9Q: 3 clusters Score -67897.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -67898.742188 Penalty: 3183.509033
	Iteration 10Q: 3 clusters Score -67898.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -67898.742188 Penalty: 3183.509033
	Iteration 11F: 3 clusters Score -67898.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Entering Unmasked Estep 
Score: -156104.625000 Penalty: 1717.059937
	Iteration 0F: 2 clusters Score -156104.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -154238.218750 Penalty: 3434.119873
	Iteration 0F: 3 clusters Score -154238.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -154712.421875 Penalty: 3434.119873
	Iteration 1F: 3 clusters Score -154712.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -155037.703125 Penalty: 3434.119873
	Iteration 2F: 3 clusters Score -155037.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -155184.156250 Penalty: 3434.119873
	Iteration 3F: 3 clusters Score -155184.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -155261.531250 Penalty: 3434.119873
	Iteration 4Q: 3 clusters Score -155261.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -155323.218750 Penalty: 3434.119873
	Iteration 5Q: 3 clusters Score -155323.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -155389.734375 Penalty: 3434.119873
	Iteration 6Q: 3 clusters Score -155389.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -155441.656250 Penalty: 3434.119873
	Iteration 7Q: 3 clusters Score -155441.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -155484.687500 Penalty: 3434.119873
	Iteration 8Q: 3 clusters Score -155484.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -155526.578125 Penalty: 3434.119873
	Iteration 9Q: 3 clusters Score -155526.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -155553.906250 Penalty: 3434.119873
	Iteration 10Q: 3 clusters Score -155553.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -155575.203125 Penalty: 3434.119873
	Iteration 11Q: 3 clusters Score -155575.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -155581.843750 Penalty: 3434.119873
	Iteration 12Q: 3 clusters Score -155581.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -155590.562500 Penalty: 3434.119873
	Iteration 13Q: 3 clusters Score -155590.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -155599.046875 Penalty: 3434.119873
	Iteration 14Q: 3 clusters Score -155599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -155608.953125 Penalty: 3434.119873
	Iteration 15Q: 3 clusters Score -155609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -155609.921875 Penalty: 3434.119873
	Iteration 16Q: 3 clusters Score -155609.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -155610.421875 Penalty: 3434.119873
	Iteration 17Q: 3 clusters Score -155610.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -155610.656250 Penalty: 3434.119873
	Iteration 18Q: 3 clusters Score -155610.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -155611.328125 Penalty: 3434.119873
	Iteration 19Q: 3 clusters Score -155611.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -155611.531250 Penalty: 3434.119873
	Iteration 20F: 3 clusters Score -155611.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -155612.062500 Penalty: 3434.119873
	Iteration 21Q: 3 clusters Score -155612.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -155612.906250 Penalty: 3434.119873
	Iteration 22Q: 3 clusters Score -155612.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -155614.437500 Penalty: 3434.119873
	Iteration 23Q: 3 clusters Score -155614.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -155614.437500 Penalty: 3434.119873
	Iteration 24F: 3 clusters Score -155614.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -97022.218750 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -97022.22 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 314 members 
Entering Unmasked Estep 
Score: -95479.710938 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -95479.71 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -95824.203125 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -95824.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -95906.703125 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -95906.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -95992.929688 Penalty: 3167.056396
	Iteration 3Q: 3 clusters Score -95992.93 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -96098.140625 Penalty: 3167.056396
	Iteration 4Q: 3 clusters Score -96098.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -96257.507812 Penalty: 3167.056396
	Iteration 5Q: 3 clusters Score -96257.51 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -96407.570312 Penalty: 3167.056396
	Iteration 6F: 3 clusters Score -96407.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -96530.343750 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -96530.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -96607.445312 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -96607.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -96654.937500 Penalty: 3167.056396
	Iteration 9Q: 3 clusters Score -96654.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -96702.554688 Penalty: 3167.056396
	Iteration 10Q: 3 clusters Score -96702.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -96747.695312 Penalty: 3167.056396
	Iteration 11Q: 3 clusters Score -96747.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -96771.343750 Penalty: 3167.056396
	Iteration 12Q: 3 clusters Score -96771.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -96789.265625 Penalty: 3167.056396
	Iteration 13Q: 3 clusters Score -96789.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -96791.593750 Penalty: 3167.056396
	Iteration 14Q: 3 clusters Score -96791.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -96798.968750 Penalty: 3167.056396
	Iteration 15Q: 3 clusters Score -96798.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -96807.671875 Penalty: 3167.056396
	Iteration 16F: 3 clusters Score -96807.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -96844.351562 Penalty: 3167.056396
	Iteration 17Q: 3 clusters Score -96844.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -96859.117188 Penalty: 3167.056396
	Iteration 18Q: 3 clusters Score -96859.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -96871.718750 Penalty: 3167.056396
	Iteration 19Q: 3 clusters Score -96871.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -96886.289062 Penalty: 3167.056396
	Iteration 20F: 3 clusters Score -96886.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -96892.445312 Penalty: 3167.056396
	Iteration 21Q: 3 clusters Score -96892.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -96894.718750 Penalty: 3167.056396
	Iteration 22Q: 3 clusters Score -96894.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -96899.523438 Penalty: 3167.056396
	Iteration 23Q: 3 clusters Score -96899.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -96899.523438 Penalty: 3167.056396
	Iteration 24F: 3 clusters Score -96899.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44821 members 
Entering Unmasked Estep 
Score: -8193324.500000 Penalty: 2656.187256
	Iteration 0F: 2 clusters Score -8193324 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 22360 members 
Entering Unmasked Estep 
Score: -8163799.500000 Penalty: 5312.374512
	Iteration 0F: 3 clusters Score -8163800 nChanged 20573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -8175070.500000 Penalty: 5312.374512
	Iteration 1F: 3 clusters Score -8175070 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -8175889.500000 Penalty: 5312.374512
	Iteration 2Q: 3 clusters Score -8175890 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -8176815.500000 Penalty: 5312.374512
	Iteration 3Q: 3 clusters Score -8176816 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -8178015.500000 Penalty: 5312.374512
	Iteration 4F: 3 clusters Score -8178016 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -8179311.500000 Penalty: 5312.374512
	Iteration 5F: 3 clusters Score -8179312 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -8180774.000000 Penalty: 5312.374512
	Iteration 6F: 3 clusters Score -8180774 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -8182319.000000 Penalty: 5312.374512
	Iteration 7F: 3 clusters Score -8182319 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -8184042.500000 Penalty: 5312.374512
	Iteration 8F: 3 clusters Score -8184042 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -8185726.000000 Penalty: 5312.374512
	Iteration 9F: 3 clusters Score -8185726 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -8187246.500000 Penalty: 5312.374512
	Iteration 10Q: 3 clusters Score -8187246 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -8188334.000000 Penalty: 5312.374512
	Iteration 11Q: 3 clusters Score -8188334 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -8188999.000000 Penalty: 5312.374512
	Iteration 12Q: 3 clusters Score -8188999 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -8189377.500000 Penalty: 5312.374512
	Iteration 13Q: 3 clusters Score -8189378 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -8189714.000000 Penalty: 5312.374512
	Iteration 14Q: 3 clusters Score -8189714 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -8190018.500000 Penalty: 5312.374512
	Iteration 15Q: 3 clusters Score -8190018 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 33612 members 
Entering Unmasked Estep 
Score: -8190236.000000 Penalty: 5312.374512
	Iteration 16Q: 3 clusters Score -8190236 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -8190417.500000 Penalty: 5312.374512
	Iteration 17Q: 3 clusters Score -8190418 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -8190611.500000 Penalty: 5312.374512
	Iteration 18Q: 3 clusters Score -8190612 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -8190823.500000 Penalty: 5312.374512
	Iteration 19Q: 3 clusters Score -8190824 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -8191001.500000 Penalty: 5312.374512
	Iteration 20F: 3 clusters Score -8191002 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 36805 members 
Entering Unmasked Estep 
Score: -8191144.500000 Penalty: 5312.374512
	Iteration 21Q: 3 clusters Score -8191144 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
Score: -8191271.500000 Penalty: 5312.374512
	Iteration 22Q: 3 clusters Score -8191272 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 37806 members 
Entering Unmasked Estep 
Score: -8191396.000000 Penalty: 5312.374512
	Iteration 23Q: 3 clusters Score -8191396 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 38285 members 
Entering Unmasked Estep 
Score: -8191525.500000 Penalty: 5312.374512
	Iteration 24Q: 3 clusters Score -8191526 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -8191694.500000 Penalty: 5312.374512
	Iteration 25Q: 3 clusters Score -8191694 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -8191778.000000 Penalty: 5312.374512
	Iteration 26Q: 3 clusters Score -8191778 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -8191858.000000 Penalty: 5312.374512
	Iteration 27Q: 3 clusters Score -8191858 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -8191907.500000 Penalty: 5312.374512
	Iteration 28Q: 3 clusters Score -8191908 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -8191966.500000 Penalty: 5312.374512
	Iteration 29Q: 3 clusters Score -8191966 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 40432 members 
Entering Unmasked Estep 
Score: -8192041.000000 Penalty: 5312.374512
	Iteration 30Q: 3 clusters Score -8192041 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 40688 members 
Entering Unmasked Estep 
Score: -8192111.500000 Penalty: 5312.374512
	Iteration 31Q: 3 clusters Score -8192112 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 40932 members 
Entering Unmasked Estep 
Score: -8192190.500000 Penalty: 5312.374512
	Iteration 32Q: 3 clusters Score -8192190 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 41170 members 
Entering Unmasked Estep 
Score: -8192255.000000 Penalty: 5312.374512
	Iteration 33Q: 3 clusters Score -8192255 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -8192313.500000 Penalty: 5312.374512
	Iteration 34Q: 3 clusters Score -8192314 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 41603 members 
Entering Unmasked Estep 
Score: -8192343.500000 Penalty: 5312.374512
	Iteration 35Q: 3 clusters Score -8192344 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 41775 members 
Entering Unmasked Estep 
Score: -8192369.500000 Penalty: 5312.374512
	Iteration 36Q: 3 clusters Score -8192370 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -8192387.000000 Penalty: 5312.374512
	Iteration 37Q: 3 clusters Score -8192387 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -8192405.500000 Penalty: 5312.374512
	Iteration 38Q: 3 clusters Score -8192406 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 42100 members 
Entering Unmasked Estep 
Score: -8192444.500000 Penalty: 5312.374512
	Iteration 39Q: 3 clusters Score -8192444 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 42194 members 
Entering Unmasked Estep 
Score: -8192465.000000 Penalty: 5312.374512
	Iteration 40F: 3 clusters Score -8192465 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 42285 members 
Entering Unmasked Estep 
Score: -8192474.500000 Penalty: 5312.374512
	Iteration 41Q: 3 clusters Score -8192474 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -8192475.000000 Penalty: 5312.374512
	Iteration 42Q: 3 clusters Score -8192475 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -8192495.500000 Penalty: 5312.374512
	Iteration 43Q: 3 clusters Score -8192496 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -8192489.500000 Penalty: 5312.374512
	Iteration 44Q: 3 clusters Score -8192490 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 42560 members 
Entering Unmasked Estep 
Score: -8192477.500000 Penalty: 5312.374512
	Iteration 45Q: 3 clusters Score -8192478 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 42601 members 
Entering Unmasked Estep 
Score: -8192486.000000 Penalty: 5312.374512
	Iteration 46Q: 3 clusters Score -8192486 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -8192474.000000 Penalty: 5312.374512
	Iteration 47Q: 3 clusters Score -8192474 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -8192455.500000 Penalty: 5312.374512
	Iteration 48Q: 3 clusters Score -8192456 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 42735 members 
Entering Unmasked Estep 
Score: -8192451.000000 Penalty: 5312.374512
	Iteration 49Q: 3 clusters Score -8192451 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 42773 members 
Entering Unmasked Estep 
Score: -8192442.000000 Penalty: 5312.374512
	Iteration 50Q: 3 clusters Score -8192442 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 42805 members 
Entering Unmasked Estep 
Score: -8192455.000000 Penalty: 5312.374512
	Iteration 51Q: 3 clusters Score -8192455 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 42832 members 
Entering Unmasked Estep 
Score: -8192459.000000 Penalty: 5312.374512
	Iteration 52Q: 3 clusters Score -8192459 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 42854 members 
Entering Unmasked Estep 
Score: -8192449.500000 Penalty: 5312.374512
	Iteration 53Q: 3 clusters Score -8192450 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 42890 members 
Entering Unmasked Estep 
Score: -8192457.500000 Penalty: 5312.374512
	Iteration 54Q: 3 clusters Score -8192458 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 42926 members 
Entering Unmasked Estep 
Score: -8192464.500000 Penalty: 5312.374512
	Iteration 55Q: 3 clusters Score -8192464 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -8192437.500000 Penalty: 5312.374512
	Iteration 56Q: 3 clusters Score -8192438 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 42987 members 
Entering Unmasked Estep 
Score: -8192443.000000 Penalty: 5312.374512
	Iteration 57Q: 3 clusters Score -8192443 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -8192436.500000 Penalty: 5312.374512
	Iteration 58Q: 3 clusters Score -8192436 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -8192426.500000 Penalty: 5312.374512
	Iteration 59Q: 3 clusters Score -8192426 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 43084 members 
Entering Unmasked Estep 
Score: -8192425.500000 Penalty: 5312.374512
	Iteration 60F: 3 clusters Score -8192426 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 43114 members 
Entering Unmasked Estep 
Score: -8192417.500000 Penalty: 5312.374512
	Iteration 61Q: 3 clusters Score -8192418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 43143 members 
Entering Unmasked Estep 
Score: -8192426.000000 Penalty: 5312.374512
	Iteration 62Q: 3 clusters Score -8192426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 43163 members 
Entering Unmasked Estep 
Score: -8192428.500000 Penalty: 5312.374512
	Iteration 63Q: 3 clusters Score -8192428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -8192408.000000 Penalty: 5312.374512
	Iteration 64Q: 3 clusters Score -8192408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -8192407.000000 Penalty: 5312.374512
	Iteration 65Q: 3 clusters Score -8192407 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 43236 members 
Entering Unmasked Estep 
Score: -8192404.000000 Penalty: 5312.374512
	Iteration 66Q: 3 clusters Score -8192404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -8192406.500000 Penalty: 5312.374512
	Iteration 67Q: 3 clusters Score -8192406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 43264 members 
Entering Unmasked Estep 
Score: -8192410.000000 Penalty: 5312.374512
	Iteration 68Q: 3 clusters Score -8192410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -8192393.000000 Penalty: 5312.374512
	Iteration 69Q: 3 clusters Score -8192393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -8192392.000000 Penalty: 5312.374512
	Iteration 70Q: 3 clusters Score -8192392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
Score: -8192395.000000 Penalty: 5312.374512
	Iteration 71Q: 3 clusters Score -8192395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -8192398.000000 Penalty: 5312.374512
	Iteration 72Q: 3 clusters Score -8192398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 43309 members 
Entering Unmasked Estep 
Score: -8192400.000000 Penalty: 5312.374512
	Iteration 73Q: 3 clusters Score -8192400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 43310 members 
Entering Unmasked Estep 
Score: -8192402.000000 Penalty: 5312.374512
	Iteration 74Q: 3 clusters Score -8192402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -8192398.000000 Penalty: 5312.374512
	Iteration 75Q: 3 clusters Score -8192398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -8192403.000000 Penalty: 5312.374512
	Iteration 76Q: 3 clusters Score -8192403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -8192403.000000 Penalty: 5312.374512
	Iteration 77F: 3 clusters Score -8192403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Entering Unmasked Estep 
Score: -398547.125000 Penalty: 1924.384277
	Iteration 0F: 2 clusters Score -398547.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -395720.468750 Penalty: 3848.768555
	Iteration 0F: 3 clusters Score -395720.5 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -396268.812500 Penalty: 3848.768555
	Iteration 1F: 3 clusters Score -396268.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -396448.156250 Penalty: 3848.768555
	Iteration 2F: 3 clusters Score -396448.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -396530.500000 Penalty: 3848.768555
	Iteration 3Q: 3 clusters Score -396530.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -396575.093750 Penalty: 3848.768555
	Iteration 4Q: 3 clusters Score -396575.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -396626.843750 Penalty: 3848.768555
	Iteration 5Q: 3 clusters Score -396626.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -396673.562500 Penalty: 3848.768555
	Iteration 6Q: 3 clusters Score -396673.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -396709.312500 Penalty: 3848.768555
	Iteration 7Q: 3 clusters Score -396709.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -396744.250000 Penalty: 3848.768555
	Iteration 8Q: 3 clusters Score -396744.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -396773.156250 Penalty: 3848.768555
	Iteration 9Q: 3 clusters Score -396773.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -396809.343750 Penalty: 3848.768555
	Iteration 10Q: 3 clusters Score -396809.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -396853.937500 Penalty: 3848.768555
	Iteration 11Q: 3 clusters Score -396853.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -396927.156250 Penalty: 3848.768555
	Iteration 12Q: 3 clusters Score -396927.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -397019.531250 Penalty: 3848.768555
	Iteration 13Q: 3 clusters Score -397019.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -397103.312500 Penalty: 3848.768555
	Iteration 14Q: 3 clusters Score -397103.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -397189.250000 Penalty: 3848.768555
	Iteration 15Q: 3 clusters Score -397189.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -397310.781250 Penalty: 3848.768555
	Iteration 16Q: 3 clusters Score -397310.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -397445.468750 Penalty: 3848.768555
	Iteration 17Q: 3 clusters Score -397445.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -397521.937500 Penalty: 3848.768555
	Iteration 18Q: 3 clusters Score -397521.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -397585.375000 Penalty: 3848.768555
	Iteration 19Q: 3 clusters Score -397585.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -397613.031250 Penalty: 3848.768555
	Iteration 20F: 3 clusters Score -397613 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -397631.343750 Penalty: 3848.768555
	Iteration 21Q: 3 clusters Score -397631.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -397647.812500 Penalty: 3848.768555
	Iteration 22Q: 3 clusters Score -397647.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -397659.656250 Penalty: 3848.768555
	Iteration 23Q: 3 clusters Score -397659.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -397665.281250 Penalty: 3848.768555
	Iteration 24Q: 3 clusters Score -397665.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -397669.218750 Penalty: 3848.768555
	Iteration 25Q: 3 clusters Score -397669.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -397671.906250 Penalty: 3848.768555
	Iteration 26Q: 3 clusters Score -397671.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -397674.250000 Penalty: 3848.768555
	Iteration 27Q: 3 clusters Score -397674.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -397675.031250 Penalty: 3848.768555
	Iteration 28Q: 3 clusters Score -397675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -397676.343750 Penalty: 3848.768555
	Iteration 29Q: 3 clusters Score -397676.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -397677.000000 Penalty: 3848.768555
	Iteration 30Q: 3 clusters Score -397677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -397676.906250 Penalty: 3848.768555
	Iteration 31Q: 3 clusters Score -397676.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -397677.812500 Penalty: 3848.768555
	Iteration 32Q: 3 clusters Score -397677.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -397678.750000 Penalty: 3848.768555
	Iteration 33Q: 3 clusters Score -397678.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -397679.187500 Penalty: 3848.768555
	Iteration 34Q: 3 clusters Score -397679.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -397679.281250 Penalty: 3848.768555
	Iteration 35Q: 3 clusters Score -397679.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -397679.281250 Penalty: 3848.768555
	Iteration 36F: 3 clusters Score -397679.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (52670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52670 members 
Entering Unmasked Estep 
Score: -9543110.000000 Penalty: 2696.206787
	Iteration 0F: 2 clusters Score -9543110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -9511869.000000 Penalty: 5392.413574
	Iteration 0F: 3 clusters Score -9511869 nChanged 24442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -9525404.000000 Penalty: 5392.413574
	Iteration 1F: 3 clusters Score -9525404 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -9525804.000000 Penalty: 5392.413574
	Iteration 2Q: 3 clusters Score -9525804 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24659 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -9526210.000000 Penalty: 5392.413574
	Iteration 3Q: 3 clusters Score -9526210 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 28987 members 
Entering Unmasked Estep 
Score: -9526736.000000 Penalty: 5392.413574
	Iteration 4Q: 3 clusters Score -9526736 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -9527355.000000 Penalty: 5392.413574
	Iteration 5Q: 3 clusters Score -9527355 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -9528411.000000 Penalty: 5392.413574
	Iteration 6Q: 3 clusters Score -9528411 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -9530152.000000 Penalty: 5392.413574
	Iteration 7F: 3 clusters Score -9530152 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -9532963.000000 Penalty: 5392.413574
	Iteration 8F: 3 clusters Score -9532963 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
Score: -9536672.000000 Penalty: 5392.413574
	Iteration 9F: 3 clusters Score -9536672 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 45399 members 
Entering Unmasked Estep 
Score: -9539676.000000 Penalty: 5392.413574
	Iteration 10F: 3 clusters Score -9539676 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 47661 members 
Entering Unmasked Estep 
Score: -9541140.000000 Penalty: 5392.413574
	Iteration 11Q: 3 clusters Score -9541140 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 49049 members 
Entering Unmasked Estep 
Score: -9541792.000000 Penalty: 5392.413574
	Iteration 12Q: 3 clusters Score -9541792 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 49811 members 
Entering Unmasked Estep 
Score: -9542071.000000 Penalty: 5392.413574
	Iteration 13Q: 3 clusters Score -9542071 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 50232 members 
Entering Unmasked Estep 
Score: -9542009.000000 Penalty: 5392.413574
	Iteration 14Q: 3 clusters Score -9542009 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 50516 members 
Entering Unmasked Estep 
Score: -9541964.000000 Penalty: 5392.413574
	Iteration 15Q: 3 clusters Score -9541964 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 50746 members 
Entering Unmasked Estep 
Score: -9541863.000000 Penalty: 5392.413574
	Iteration 16Q: 3 clusters Score -9541863 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 50932 members 
Entering Unmasked Estep 
Score: -9541799.000000 Penalty: 5392.413574
	Iteration 17Q: 3 clusters Score -9541799 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 51068 members 
Entering Unmasked Estep 
Score: -9541719.000000 Penalty: 5392.413574
	Iteration 18Q: 3 clusters Score -9541719 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 51190 members 
Entering Unmasked Estep 
Score: -9541637.000000 Penalty: 5392.413574
	Iteration 19Q: 3 clusters Score -9541637 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 51297 members 
Entering Unmasked Estep 
Score: -9541582.000000 Penalty: 5392.413574
	Iteration 20F: 3 clusters Score -9541582 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 51390 members 
Entering Unmasked Estep 
Score: -9541541.000000 Penalty: 5392.413574
	Iteration 21Q: 3 clusters Score -9541541 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 51467 members 
Entering Unmasked Estep 
Score: -9541501.000000 Penalty: 5392.413574
	Iteration 22Q: 3 clusters Score -9541501 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 51543 members 
Entering Unmasked Estep 
Score: -9541455.000000 Penalty: 5392.413574
	Iteration 23Q: 3 clusters Score -9541455 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 51609 members 
Entering Unmasked Estep 
Score: -9541413.000000 Penalty: 5392.413574
	Iteration 24Q: 3 clusters Score -9541413 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 51667 members 
Entering Unmasked Estep 
Score: -9541366.000000 Penalty: 5392.413574
	Iteration 25Q: 3 clusters Score -9541366 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -9541330.000000 Penalty: 5392.413574
	Iteration 26Q: 3 clusters Score -9541330 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 51746 members 
Entering Unmasked Estep 
Score: -9541317.000000 Penalty: 5392.413574
	Iteration 27Q: 3 clusters Score -9541317 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 51776 members 
Entering Unmasked Estep 
Score: -9541312.000000 Penalty: 5392.413574
	Iteration 28Q: 3 clusters Score -9541312 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 51809 members 
Entering Unmasked Estep 
Score: -9541305.000000 Penalty: 5392.413574
	Iteration 29Q: 3 clusters Score -9541305 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 51837 members 
Entering Unmasked Estep 
Score: -9541293.000000 Penalty: 5392.413574
	Iteration 30Q: 3 clusters Score -9541293 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 51873 members 
Entering Unmasked Estep 
Score: -9541289.000000 Penalty: 5392.413574
	Iteration 31Q: 3 clusters Score -9541289 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 51906 members 
Entering Unmasked Estep 
Score: -9541300.000000 Penalty: 5392.413574
	Iteration 32Q: 3 clusters Score -9541300 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 51935 members 
Entering Unmasked Estep 
Score: -9541313.000000 Penalty: 5392.413574
	Iteration 33Q: 3 clusters Score -9541313 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 51960 members 
Entering Unmasked Estep 
Score: -9541292.000000 Penalty: 5392.413574
	Iteration 34Q: 3 clusters Score -9541292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 51979 members 
Entering Unmasked Estep 
Score: -9541291.000000 Penalty: 5392.413574
	Iteration 35Q: 3 clusters Score -9541291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 51996 members 
Entering Unmasked Estep 
Score: -9541281.000000 Penalty: 5392.413574
	Iteration 36Q: 3 clusters Score -9541281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 52010 members 
Entering Unmasked Estep 
Score: -9541275.000000 Penalty: 5392.413574
	Iteration 37Q: 3 clusters Score -9541275 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 52028 members 
Entering Unmasked Estep 
Score: -9541276.000000 Penalty: 5392.413574
	Iteration 38Q: 3 clusters Score -9541276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 52037 members 
Entering Unmasked Estep 
Score: -9541273.000000 Penalty: 5392.413574
	Iteration 39Q: 3 clusters Score -9541273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 52041 members 
Entering Unmasked Estep 
Score: -9541268.000000 Penalty: 5392.413574
	Iteration 40F: 3 clusters Score -9541268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 52045 members 
Entering Unmasked Estep 
Score: -9541270.000000 Penalty: 5392.413574
	Iteration 41Q: 3 clusters Score -9541270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 52050 members 
Entering Unmasked Estep 
Score: -9541270.000000 Penalty: 5392.413574
	Iteration 42Q: 3 clusters Score -9541270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 52051 members 
Entering Unmasked Estep 
Score: -9541274.000000 Penalty: 5392.413574
	Iteration 43Q: 3 clusters Score -9541274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 52051 members 
Entering Unmasked Estep 
Score: -9541274.000000 Penalty: 5392.413574
	Iteration 44F: 3 clusters Score -9541274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Entering Unmasked Estep 
Score: -220901.828125 Penalty: 1776.082275
	Iteration 0F: 2 clusters Score -220901.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -218879.062500 Penalty: 3552.164551
	Iteration 0F: 3 clusters Score -218879.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -219586.906250 Penalty: 3552.164551
	Iteration 1F: 3 clusters Score -219586.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -219837.484375 Penalty: 3552.164551
	Iteration 2F: 3 clusters Score -219837.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -219973.937500 Penalty: 3552.164551
	Iteration 3F: 3 clusters Score -219973.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -220074.843750 Penalty: 3552.164551
	Iteration 4Q: 3 clusters Score -220074.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -220145.546875 Penalty: 3552.164551
	Iteration 5Q: 3 clusters Score -220145.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -220212.328125 Penalty: 3552.164551
	Iteration 6Q: 3 clusters Score -220212.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -220241.796875 Penalty: 3552.164551
	Iteration 7Q: 3 clusters Score -220241.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -220253.843750 Penalty: 3552.164551
	Iteration 8Q: 3 clusters Score -220253.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -220271.421875 Penalty: 3552.164551
	Iteration 9Q: 3 clusters Score -220271.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -220288.046875 Penalty: 3552.164551
	Iteration 10Q: 3 clusters Score -220288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -220318.203125 Penalty: 3552.164551
	Iteration 11Q: 3 clusters Score -220318.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -220336.546875 Penalty: 3552.164551
	Iteration 12Q: 3 clusters Score -220336.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -220345.093750 Penalty: 3552.164551
	Iteration 13Q: 3 clusters Score -220345.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -220360.250000 Penalty: 3552.164551
	Iteration 14Q: 3 clusters Score -220360.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -220379.515625 Penalty: 3552.164551
	Iteration 15Q: 3 clusters Score -220379.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -220404.250000 Penalty: 3552.164551
	Iteration 16Q: 3 clusters Score -220404.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -220417.296875 Penalty: 3552.164551
	Iteration 17Q: 3 clusters Score -220417.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -220429.031250 Penalty: 3552.164551
	Iteration 18Q: 3 clusters Score -220429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -220437.468750 Penalty: 3552.164551
	Iteration 19Q: 3 clusters Score -220437.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -220459.562500 Penalty: 3552.164551
	Iteration 20F: 3 clusters Score -220459.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -220509.218750 Penalty: 3552.164551
	Iteration 21Q: 3 clusters Score -220509.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -220540.734375 Penalty: 3552.164551
	Iteration 22Q: 3 clusters Score -220540.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -220552.515625 Penalty: 3552.164551
	Iteration 23Q: 3 clusters Score -220552.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -220569.062500 Penalty: 3552.164551
	Iteration 24Q: 3 clusters Score -220569.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -220582.203125 Penalty: 3552.164551
	Iteration 25Q: 3 clusters Score -220582.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -220589.390625 Penalty: 3552.164551
	Iteration 26Q: 3 clusters Score -220589.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -220595.750000 Penalty: 3552.164551
	Iteration 27Q: 3 clusters Score -220595.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -220600.218750 Penalty: 3552.164551
	Iteration 28Q: 3 clusters Score -220600.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -220604.546875 Penalty: 3552.164551
	Iteration 29Q: 3 clusters Score -220604.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -220604.546875 Penalty: 3552.164551
	Iteration 30F: 3 clusters Score -220604.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -107615.046875 Penalty: 1595.767578
	Iteration 0F: 2 clusters Score -107615 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 303 members 
Entering Unmasked Estep 
Score: -105976.695312 Penalty: 3191.535156
	Iteration 0F: 3 clusters Score -105976.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -106184.820312 Penalty: 3191.535156
	Iteration 1F: 3 clusters Score -106184.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -106247.125000 Penalty: 3191.535156
	Iteration 2F: 3 clusters Score -106247.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -106304.031250 Penalty: 3191.535156
	Iteration 3Q: 3 clusters Score -106304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -106335.992188 Penalty: 3191.535156
	Iteration 4Q: 3 clusters Score -106336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -106361.421875 Penalty: 3191.535156
	Iteration 5Q: 3 clusters Score -106361.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -106372.289062 Penalty: 3191.535156
	Iteration 6Q: 3 clusters Score -106372.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -106390.117188 Penalty: 3191.535156
	Iteration 7Q: 3 clusters Score -106390.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -106397.843750 Penalty: 3191.535156
	Iteration 8Q: 3 clusters Score -106397.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -106406.117188 Penalty: 3191.535156
	Iteration 9Q: 3 clusters Score -106406.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -106408.406250 Penalty: 3191.535156
	Iteration 10Q: 3 clusters Score -106408.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -106409.171875 Penalty: 3191.535156
	Iteration 11Q: 3 clusters Score -106409.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -106409.171875 Penalty: 3191.535156
	Iteration 12F: 3 clusters Score -106409.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Entering Unmasked Estep 
Score: -8145248.000000 Penalty: 2653.735107
	Iteration 0F: 2 clusters Score -8145248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -8117103.000000 Penalty: 5307.470215
	Iteration 0F: 3 clusters Score -8117103 nChanged 20338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -8129036.500000 Penalty: 5307.470215
	Iteration 1F: 3 clusters Score -8129036 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -8130463.500000 Penalty: 5307.470215
	Iteration 2F: 3 clusters Score -8130464 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -8132486.500000 Penalty: 5307.470215
	Iteration 3F: 3 clusters Score -8132486 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -8134854.500000 Penalty: 5307.470215
	Iteration 4F: 3 clusters Score -8134854 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -8137488.000000 Penalty: 5307.470215
	Iteration 5F: 3 clusters Score -8137488 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -8140212.500000 Penalty: 5307.470215
	Iteration 6F: 3 clusters Score -8140212 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -8142451.500000 Penalty: 5307.470215
	Iteration 7F: 3 clusters Score -8142452 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -8143749.500000 Penalty: 5307.470215
	Iteration 8Q: 3 clusters Score -8143750 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -8144286.000000 Penalty: 5307.470215
	Iteration 9Q: 3 clusters Score -8144286 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38549 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -8144504.500000 Penalty: 5307.470215
	Iteration 10Q: 3 clusters Score -8144504 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -8144630.000000 Penalty: 5307.470215
	Iteration 11Q: 3 clusters Score -8144630 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39348 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -8144707.000000 Penalty: 5307.470215
	Iteration 12Q: 3 clusters Score -8144707 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39672 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -8144757.000000 Penalty: 5307.470215
	Iteration 13Q: 3 clusters Score -8144757 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -8144765.500000 Penalty: 5307.470215
	Iteration 14Q: 3 clusters Score -8144766 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -8144803.000000 Penalty: 5307.470215
	Iteration 15Q: 3 clusters Score -8144803 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -8144807.500000 Penalty: 5307.470215
	Iteration 16Q: 3 clusters Score -8144808 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -8144811.500000 Penalty: 5307.470215
	Iteration 17Q: 3 clusters Score -8144812 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -8144810.000000 Penalty: 5307.470215
	Iteration 18Q: 3 clusters Score -8144810 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41008 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -8144833.500000 Penalty: 5307.470215
	Iteration 19Q: 3 clusters Score -8144834 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -8144828.000000 Penalty: 5307.470215
	Iteration 20F: 3 clusters Score -8144828 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -8144840.500000 Penalty: 5307.470215
	Iteration 21Q: 3 clusters Score -8144840 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -8144846.500000 Penalty: 5307.470215
	Iteration 22Q: 3 clusters Score -8144846 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41641 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -8144833.000000 Penalty: 5307.470215
	Iteration 23Q: 3 clusters Score -8144833 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -8144821.500000 Penalty: 5307.470215
	Iteration 24Q: 3 clusters Score -8144822 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41863 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -8144818.500000 Penalty: 5307.470215
	Iteration 25Q: 3 clusters Score -8144818 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41973 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -8144828.500000 Penalty: 5307.470215
	Iteration 26Q: 3 clusters Score -8144828 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -8144839.000000 Penalty: 5307.470215
	Iteration 27Q: 3 clusters Score -8144839 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -8144843.000000 Penalty: 5307.470215
	Iteration 28Q: 3 clusters Score -8144843 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42216 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -8144851.000000 Penalty: 5307.470215
	Iteration 29Q: 3 clusters Score -8144851 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -8144846.000000 Penalty: 5307.470215
	Iteration 30Q: 3 clusters Score -8144846 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -8144846.500000 Penalty: 5307.470215
	Iteration 31Q: 3 clusters Score -8144846 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -8144835.000000 Penalty: 5307.470215
	Iteration 32Q: 3 clusters Score -8144835 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42420 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -8144821.000000 Penalty: 5307.470215
	Iteration 33Q: 3 clusters Score -8144821 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -8144817.500000 Penalty: 5307.470215
	Iteration 34Q: 3 clusters Score -8144818 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -8144830.000000 Penalty: 5307.470215
	Iteration 35Q: 3 clusters Score -8144830 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -8144831.000000 Penalty: 5307.470215
	Iteration 36Q: 3 clusters Score -8144831 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -8144815.000000 Penalty: 5307.470215
	Iteration 37Q: 3 clusters Score -8144815 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -8144810.500000 Penalty: 5307.470215
	Iteration 38Q: 3 clusters Score -8144810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -8144815.500000 Penalty: 5307.470215
	Iteration 39Q: 3 clusters Score -8144816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -8144798.500000 Penalty: 5307.470215
	Iteration 40F: 3 clusters Score -8144798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -8144802.000000 Penalty: 5307.470215
	Iteration 41Q: 3 clusters Score -8144802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42620 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -8144804.500000 Penalty: 5307.470215
	Iteration 42Q: 3 clusters Score -8144804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42629 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -8144807.500000 Penalty: 5307.470215
	Iteration 43Q: 3 clusters Score -8144808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -8144794.500000 Penalty: 5307.470215
	Iteration 44Q: 3 clusters Score -8144794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -8144786.000000 Penalty: 5307.470215
	Iteration 45Q: 3 clusters Score -8144786 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -8144788.000000 Penalty: 5307.470215
	Iteration 46Q: 3 clusters Score -8144788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42680 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -8144796.500000 Penalty: 5307.470215
	Iteration 47Q: 3 clusters Score -8144796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -8144793.000000 Penalty: 5307.470215
	Iteration 48Q: 3 clusters Score -8144793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42702 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -8144793.000000 Penalty: 5307.470215
	Iteration 49Q: 3 clusters Score -8144793 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -8144788.000000 Penalty: 5307.470215
	Iteration 50Q: 3 clusters Score -8144788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42735 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -8144771.000000 Penalty: 5307.470215
	Iteration 51Q: 3 clusters Score -8144771 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42759 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -8144774.000000 Penalty: 5307.470215
	Iteration 52Q: 3 clusters Score -8144774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -8144773.000000 Penalty: 5307.470215
	Iteration 53Q: 3 clusters Score -8144773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42781 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -8144773.500000 Penalty: 5307.470215
	Iteration 54Q: 3 clusters Score -8144774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -8144774.500000 Penalty: 5307.470215
	Iteration 55Q: 3 clusters Score -8144774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -8144778.000000 Penalty: 5307.470215
	Iteration 56Q: 3 clusters Score -8144778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -8144763.000000 Penalty: 5307.470215
	Iteration 57Q: 3 clusters Score -8144763 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42823 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -8144769.500000 Penalty: 5307.470215
	Iteration 58Q: 3 clusters Score -8144770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42828 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -8144771.000000 Penalty: 5307.470215
	Iteration 59Q: 3 clusters Score -8144771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -8144769.500000 Penalty: 5307.470215
	Iteration 60F: 3 clusters Score -8144770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -8144766.000000 Penalty: 5307.470215
	Iteration 61Q: 3 clusters Score -8144766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -8144761.000000 Penalty: 5307.470215
	Iteration 62Q: 3 clusters Score -8144761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -8144761.000000 Penalty: 5307.470215
	Iteration 63F: 3 clusters Score -8144761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45959 members 
Entering Unmasked Estep 
Score: -8456700.000000 Penalty: 2662.405273
	Iteration 0F: 2 clusters Score -8456700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -8427768.000000 Penalty: 5324.810547
	Iteration 0F: 3 clusters Score -8427768 nChanged 21099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -8439258.000000 Penalty: 5324.810547
	Iteration 1F: 3 clusters Score -8439258 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -8439733.000000 Penalty: 5324.810547
	Iteration 2Q: 3 clusters Score -8439733 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -8440181.000000 Penalty: 5324.810547
	Iteration 3Q: 3 clusters Score -8440181 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -8440685.000000 Penalty: 5324.810547
	Iteration 4Q: 3 clusters Score -8440685 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -8441192.000000 Penalty: 5324.810547
	Iteration 5Q: 3 clusters Score -8441192 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -8441866.000000 Penalty: 5324.810547
	Iteration 6Q: 3 clusters Score -8441866 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -8442705.000000 Penalty: 5324.810547
	Iteration 7Q: 3 clusters Score -8442705 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -8444019.000000 Penalty: 5324.810547
	Iteration 8F: 3 clusters Score -8444019 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -8445899.000000 Penalty: 5324.810547
	Iteration 9F: 3 clusters Score -8445899 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -8448177.000000 Penalty: 5324.810547
	Iteration 10F: 3 clusters Score -8448177 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35385 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -8450514.000000 Penalty: 5324.810547
	Iteration 11F: 3 clusters Score -8450514 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -8452073.000000 Penalty: 5324.810547
	Iteration 12Q: 3 clusters Score -8452073 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37721 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -8452942.000000 Penalty: 5324.810547
	Iteration 13Q: 3 clusters Score -8452942 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -8453382.000000 Penalty: 5324.810547
	Iteration 14Q: 3 clusters Score -8453382 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -8453673.000000 Penalty: 5324.810547
	Iteration 15Q: 3 clusters Score -8453673 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -8453908.000000 Penalty: 5324.810547
	Iteration 16Q: 3 clusters Score -8453908 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -8454098.000000 Penalty: 5324.810547
	Iteration 17Q: 3 clusters Score -8454098 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41388 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -8454219.000000 Penalty: 5324.810547
	Iteration 18Q: 3 clusters Score -8454219 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -8454296.000000 Penalty: 5324.810547
	Iteration 19Q: 3 clusters Score -8454296 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42538 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -8454411.000000 Penalty: 5324.810547
	Iteration 20F: 3 clusters Score -8454411 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -8454495.000000 Penalty: 5324.810547
	Iteration 21Q: 3 clusters Score -8454495 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -8454561.000000 Penalty: 5324.810547
	Iteration 22Q: 3 clusters Score -8454561 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -8454646.000000 Penalty: 5324.810547
	Iteration 23Q: 3 clusters Score -8454646 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44263 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -8454637.000000 Penalty: 5324.810547
	Iteration 24Q: 3 clusters Score -8454637 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44513 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -8454638.000000 Penalty: 5324.810547
	Iteration 25Q: 3 clusters Score -8454638 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -8454640.000000 Penalty: 5324.810547
	Iteration 26Q: 3 clusters Score -8454640 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44855 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -8454622.000000 Penalty: 5324.810547
	Iteration 27Q: 3 clusters Score -8454622 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44987 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -8454643.000000 Penalty: 5324.810547
	Iteration 28Q: 3 clusters Score -8454643 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -8454641.000000 Penalty: 5324.810547
	Iteration 29Q: 3 clusters Score -8454641 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45168 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -8454644.000000 Penalty: 5324.810547
	Iteration 30Q: 3 clusters Score -8454644 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45227 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8454646.000000 Penalty: 5324.810547
	Iteration 31Q: 3 clusters Score -8454646 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45271 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8454643.000000 Penalty: 5324.810547
	Iteration 32Q: 3 clusters Score -8454643 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -8454648.000000 Penalty: 5324.810547
	Iteration 33Q: 3 clusters Score -8454648 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -8454659.000000 Penalty: 5324.810547
	Iteration 34Q: 3 clusters Score -8454659 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45372 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -8454652.000000 Penalty: 5324.810547
	Iteration 35Q: 3 clusters Score -8454652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8454668.000000 Penalty: 5324.810547
	Iteration 36Q: 3 clusters Score -8454668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45421 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -8454654.000000 Penalty: 5324.810547
	Iteration 37Q: 3 clusters Score -8454654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45445 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -8454655.000000 Penalty: 5324.810547
	Iteration 38Q: 3 clusters Score -8454655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8454665.000000 Penalty: 5324.810547
	Iteration 39Q: 3 clusters Score -8454665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -8454659.000000 Penalty: 5324.810547
	Iteration 40F: 3 clusters Score -8454659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45465 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8454656.000000 Penalty: 5324.810547
	Iteration 41Q: 3 clusters Score -8454656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -8454665.000000 Penalty: 5324.810547
	Iteration 42Q: 3 clusters Score -8454665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45470 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8454674.000000 Penalty: 5324.810547
	Iteration 43Q: 3 clusters Score -8454674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45473 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -8454670.000000 Penalty: 5324.810547
	Iteration 44Q: 3 clusters Score -8454670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8454674.000000 Penalty: 5324.810547
	Iteration 45Q: 3 clusters Score -8454674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8454665.000000 Penalty: 5324.810547
	Iteration 46Q: 3 clusters Score -8454665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45489 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8454663.000000 Penalty: 5324.810547
	Iteration 47Q: 3 clusters Score -8454663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45495 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8454667.000000 Penalty: 5324.810547
	Iteration 48Q: 3 clusters Score -8454667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45505 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -8454660.000000 Penalty: 5324.810547
	Iteration 49Q: 3 clusters Score -8454660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45513 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -8454659.000000 Penalty: 5324.810547
	Iteration 50Q: 3 clusters Score -8454659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45521 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -8454667.000000 Penalty: 5324.810547
	Iteration 51Q: 3 clusters Score -8454667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45532 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -8454675.000000 Penalty: 5324.810547
	Iteration 52Q: 3 clusters Score -8454675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -8454680.000000 Penalty: 5324.810547
	Iteration 53Q: 3 clusters Score -8454680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45540 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8454685.000000 Penalty: 5324.810547
	Iteration 54Q: 3 clusters Score -8454685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45543 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8454683.000000 Penalty: 5324.810547
	Iteration 55Q: 3 clusters Score -8454683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45546 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8454680.000000 Penalty: 5324.810547
	Iteration 56Q: 3 clusters Score -8454680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -8454682.000000 Penalty: 5324.810547
	Iteration 57Q: 3 clusters Score -8454682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45548 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -8454682.000000 Penalty: 5324.810547
	Iteration 58F: 3 clusters Score -8454682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (29471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29471 members 
Entering Unmasked Estep 
Score: -5240887.000000 Penalty: 2552.208008
	Iteration 0F: 2 clusters Score -5240887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -5220773.500000 Penalty: 5104.416016
	Iteration 0F: 3 clusters Score -5220774 nChanged 13202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -5227829.500000 Penalty: 5104.416016
	Iteration 1F: 3 clusters Score -5227830 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -5228206.500000 Penalty: 5104.416016
	Iteration 2Q: 3 clusters Score -5228206 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -5228580.500000 Penalty: 5104.416016
	Iteration 3Q: 3 clusters Score -5228580 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -5228884.000000 Penalty: 5104.416016
	Iteration 4Q: 3 clusters Score -5228884 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -5229222.500000 Penalty: 5104.416016
	Iteration 5Q: 3 clusters Score -5229222 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -5229634.500000 Penalty: 5104.416016
	Iteration 6Q: 3 clusters Score -5229634 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -5230160.000000 Penalty: 5104.416016
	Iteration 7Q: 3 clusters Score -5230160 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -5230833.500000 Penalty: 5104.416016
	Iteration 8Q: 3 clusters Score -5230834 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -5231746.500000 Penalty: 5104.416016
	Iteration 9F: 3 clusters Score -5231746 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -5232926.000000 Penalty: 5104.416016
	Iteration 10F: 3 clusters Score -5232926 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -5234262.500000 Penalty: 5104.416016
	Iteration 11F: 3 clusters Score -5234262 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -5235712.500000 Penalty: 5104.416016
	Iteration 12F: 3 clusters Score -5235712 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -5236953.000000 Penalty: 5104.416016
	Iteration 13Q: 3 clusters Score -5236953 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -5237829.500000 Penalty: 5104.416016
	Iteration 14Q: 3 clusters Score -5237830 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27870 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -5238422.000000 Penalty: 5104.416016
	Iteration 15Q: 3 clusters Score -5238422 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -5238667.000000 Penalty: 5104.416016
	Iteration 16Q: 3 clusters Score -5238667 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -5238773.500000 Penalty: 5104.416016
	Iteration 17Q: 3 clusters Score -5238774 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -5238831.500000 Penalty: 5104.416016
	Iteration 18Q: 3 clusters Score -5238832 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -5238876.500000 Penalty: 5104.416016
	Iteration 19Q: 3 clusters Score -5238876 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -5238888.500000 Penalty: 5104.416016
	Iteration 20F: 3 clusters Score -5238888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -5238900.500000 Penalty: 5104.416016
	Iteration 21Q: 3 clusters Score -5238900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -5238910.500000 Penalty: 5104.416016
	Iteration 22Q: 3 clusters Score -5238910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5238909.500000 Penalty: 5104.416016
	Iteration 23Q: 3 clusters Score -5238910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28403 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -5238920.000000 Penalty: 5104.416016
	Iteration 24Q: 3 clusters Score -5238920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -5238945.000000 Penalty: 5104.416016
	Iteration 25Q: 3 clusters Score -5238945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -5238948.000000 Penalty: 5104.416016
	Iteration 26Q: 3 clusters Score -5238948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -5238954.500000 Penalty: 5104.416016
	Iteration 27Q: 3 clusters Score -5238954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -5238950.500000 Penalty: 5104.416016
	Iteration 28Q: 3 clusters Score -5238950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -5238957.000000 Penalty: 5104.416016
	Iteration 29Q: 3 clusters Score -5238957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28461 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -5238957.000000 Penalty: 5104.416016
	Iteration 30Q: 3 clusters Score -5238957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -5238955.500000 Penalty: 5104.416016
	Iteration 31Q: 3 clusters Score -5238956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -5238963.500000 Penalty: 5104.416016
	Iteration 32Q: 3 clusters Score -5238964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -5238958.000000 Penalty: 5104.416016
	Iteration 33Q: 3 clusters Score -5238958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -5238958.000000 Penalty: 5104.416016
	Iteration 34Q: 3 clusters Score -5238958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -5238959.000000 Penalty: 5104.416016
	Iteration 35Q: 3 clusters Score -5238959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -5238959.000000 Penalty: 5104.416016
	Iteration 36F: 3 clusters Score -5238959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (46916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46916 members 
Entering Unmasked Estep 
Score: -8682957.000000 Penalty: 2667.516357
	Iteration 0F: 2 clusters Score -8682957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -8653616.000000 Penalty: 5335.032715
	Iteration 0F: 3 clusters Score -8653616 nChanged 21727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -8665275.000000 Penalty: 5335.032715
	Iteration 1F: 3 clusters Score -8665275 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -8665753.000000 Penalty: 5335.032715
	Iteration 2Q: 3 clusters Score -8665753 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -8666247.000000 Penalty: 5335.032715
	Iteration 3Q: 3 clusters Score -8666247 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -8666723.000000 Penalty: 5335.032715
	Iteration 4Q: 3 clusters Score -8666723 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -8667222.000000 Penalty: 5335.032715
	Iteration 5Q: 3 clusters Score -8667222 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -8667937.000000 Penalty: 5335.032715
	Iteration 6Q: 3 clusters Score -8667937 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -8668951.000000 Penalty: 5335.032715
	Iteration 7Q: 3 clusters Score -8668951 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -8670406.000000 Penalty: 5335.032715
	Iteration 8F: 3 clusters Score -8670406 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33071 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -8672490.000000 Penalty: 5335.032715
	Iteration 9F: 3 clusters Score -8672490 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -8674929.000000 Penalty: 5335.032715
	Iteration 10F: 3 clusters Score -8674929 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37451 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -8676982.000000 Penalty: 5335.032715
	Iteration 11F: 3 clusters Score -8676982 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -8678360.000000 Penalty: 5335.032715
	Iteration 12Q: 3 clusters Score -8678360 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -8679149.000000 Penalty: 5335.032715
	Iteration 13Q: 3 clusters Score -8679149 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -8679706.000000 Penalty: 5335.032715
	Iteration 14Q: 3 clusters Score -8679706 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41384 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -8680035.000000 Penalty: 5335.032715
	Iteration 15Q: 3 clusters Score -8680035 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -8680233.000000 Penalty: 5335.032715
	Iteration 16Q: 3 clusters Score -8680233 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -8680373.000000 Penalty: 5335.032715
	Iteration 17Q: 3 clusters Score -8680373 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -8680502.000000 Penalty: 5335.032715
	Iteration 18Q: 3 clusters Score -8680502 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43390 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -8680600.000000 Penalty: 5335.032715
	Iteration 19Q: 3 clusters Score -8680600 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -8680715.000000 Penalty: 5335.032715
	Iteration 20F: 3 clusters Score -8680715 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44019 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -8680791.000000 Penalty: 5335.032715
	Iteration 21Q: 3 clusters Score -8680791 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -8680844.000000 Penalty: 5335.032715
	Iteration 22Q: 3 clusters Score -8680844 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -8680855.000000 Penalty: 5335.032715
	Iteration 23Q: 3 clusters Score -8680855 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44735 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -8680875.000000 Penalty: 5335.032715
	Iteration 24Q: 3 clusters Score -8680875 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -8680868.000000 Penalty: 5335.032715
	Iteration 25Q: 3 clusters Score -8680868 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -8680885.000000 Penalty: 5335.032715
	Iteration 26Q: 3 clusters Score -8680885 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -8680885.000000 Penalty: 5335.032715
	Iteration 27Q: 3 clusters Score -8680885 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45327 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -8680903.000000 Penalty: 5335.032715
	Iteration 28Q: 3 clusters Score -8680903 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -8680909.000000 Penalty: 5335.032715
	Iteration 29Q: 3 clusters Score -8680909 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -8680930.000000 Penalty: 5335.032715
	Iteration 30Q: 3 clusters Score -8680930 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45596 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -8680943.000000 Penalty: 5335.032715
	Iteration 31Q: 3 clusters Score -8680943 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45662 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -8680929.000000 Penalty: 5335.032715
	Iteration 32Q: 3 clusters Score -8680929 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45722 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -8680927.000000 Penalty: 5335.032715
	Iteration 33Q: 3 clusters Score -8680927 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45779 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -8680929.000000 Penalty: 5335.032715
	Iteration 34Q: 3 clusters Score -8680929 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45833 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -8680932.000000 Penalty: 5335.032715
	Iteration 35Q: 3 clusters Score -8680932 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -8680948.000000 Penalty: 5335.032715
	Iteration 36Q: 3 clusters Score -8680948 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45913 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -8680951.000000 Penalty: 5335.032715
	Iteration 37Q: 3 clusters Score -8680951 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45935 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -8680957.000000 Penalty: 5335.032715
	Iteration 38Q: 3 clusters Score -8680957 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45955 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -8680960.000000 Penalty: 5335.032715
	Iteration 39Q: 3 clusters Score -8680960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45979 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -8680982.000000 Penalty: 5335.032715
	Iteration 40F: 3 clusters Score -8680982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45996 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -8680964.000000 Penalty: 5335.032715
	Iteration 41Q: 3 clusters Score -8680964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46010 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8680955.000000 Penalty: 5335.032715
	Iteration 42Q: 3 clusters Score -8680955 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46025 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -8680956.000000 Penalty: 5335.032715
	Iteration 43Q: 3 clusters Score -8680956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -8680951.000000 Penalty: 5335.032715
	Iteration 44Q: 3 clusters Score -8680951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46055 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -8680967.000000 Penalty: 5335.032715
	Iteration 45Q: 3 clusters Score -8680967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46067 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -8680967.000000 Penalty: 5335.032715
	Iteration 46Q: 3 clusters Score -8680967 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46078 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -8680966.000000 Penalty: 5335.032715
	Iteration 47Q: 3 clusters Score -8680966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46086 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -8680968.000000 Penalty: 5335.032715
	Iteration 48Q: 3 clusters Score -8680968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46089 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -8680963.000000 Penalty: 5335.032715
	Iteration 49Q: 3 clusters Score -8680963 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46094 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -8680954.000000 Penalty: 5335.032715
	Iteration 50Q: 3 clusters Score -8680954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46099 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8680959.000000 Penalty: 5335.032715
	Iteration 51Q: 3 clusters Score -8680959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46107 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -8680954.000000 Penalty: 5335.032715
	Iteration 52Q: 3 clusters Score -8680954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46114 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -8680953.000000 Penalty: 5335.032715
	Iteration 53Q: 3 clusters Score -8680953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46122 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -8680961.000000 Penalty: 5335.032715
	Iteration 54Q: 3 clusters Score -8680961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46128 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -8680969.000000 Penalty: 5335.032715
	Iteration 55Q: 3 clusters Score -8680969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -8680971.000000 Penalty: 5335.032715
	Iteration 56Q: 3 clusters Score -8680971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46139 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -8680966.000000 Penalty: 5335.032715
	Iteration 57Q: 3 clusters Score -8680966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46143 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8680968.000000 Penalty: 5335.032715
	Iteration 58Q: 3 clusters Score -8680968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46149 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8680968.000000 Penalty: 5335.032715
	Iteration 59Q: 3 clusters Score -8680968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46159 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -8680964.000000 Penalty: 5335.032715
	Iteration 60F: 3 clusters Score -8680964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -8680968.000000 Penalty: 5335.032715
	Iteration 61Q: 3 clusters Score -8680968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46180 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -8680961.000000 Penalty: 5335.032715
	Iteration 62Q: 3 clusters Score -8680961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46188 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -8680971.000000 Penalty: 5335.032715
	Iteration 63Q: 3 clusters Score -8680971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8680957.000000 Penalty: 5335.032715
	Iteration 64Q: 3 clusters Score -8680957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46205 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -8680957.000000 Penalty: 5335.032715
	Iteration 65Q: 3 clusters Score -8680957 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -8680954.000000 Penalty: 5335.032715
	Iteration 66Q: 3 clusters Score -8680954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -8680946.000000 Penalty: 5335.032715
	Iteration 67Q: 3 clusters Score -8680946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46220 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8680949.000000 Penalty: 5335.032715
	Iteration 68Q: 3 clusters Score -8680949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46227 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8680953.000000 Penalty: 5335.032715
	Iteration 69Q: 3 clusters Score -8680953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46229 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8680958.000000 Penalty: 5335.032715
	Iteration 70Q: 3 clusters Score -8680958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -8680959.000000 Penalty: 5335.032715
	Iteration 71Q: 3 clusters Score -8680959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -8680961.000000 Penalty: 5335.032715
	Iteration 72Q: 3 clusters Score -8680961 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46229 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8680956.000000 Penalty: 5335.032715
	Iteration 73Q: 3 clusters Score -8680956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -8680957.000000 Penalty: 5335.032715
	Iteration 74Q: 3 clusters Score -8680957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46231 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -8680954.000000 Penalty: 5335.032715
	Iteration 75Q: 3 clusters Score -8680954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46233 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -8680964.000000 Penalty: 5335.032715
	Iteration 76Q: 3 clusters Score -8680964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46233 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -8680965.000000 Penalty: 5335.032715
	Iteration 77Q: 3 clusters Score -8680965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46233 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -8680965.000000 Penalty: 5335.032715
	Iteration 78F: 3 clusters Score -8680965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (50481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50481 members 
Entering Unmasked Estep 
Score: -9215165.000000 Penalty: 2685.679443
	Iteration 0F: 2 clusters Score -9215165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -9183683.000000 Penalty: 5371.358887
	Iteration 0F: 3 clusters Score -9183683 nChanged 23469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -9196413.000000 Penalty: 5371.358887
	Iteration 1F: 3 clusters Score -9196413 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -9196939.000000 Penalty: 5371.358887
	Iteration 2Q: 3 clusters Score -9196939 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24762 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -9197428.000000 Penalty: 5371.358887
	Iteration 3Q: 3 clusters Score -9197428 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -9197943.000000 Penalty: 5371.358887
	Iteration 4Q: 3 clusters Score -9197943 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -9198499.000000 Penalty: 5371.358887
	Iteration 5Q: 3 clusters Score -9198499 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -9199076.000000 Penalty: 5371.358887
	Iteration 6Q: 3 clusters Score -9199076 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23719 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -9199668.000000 Penalty: 5371.358887
	Iteration 7Q: 3 clusters Score -9199668 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -9200303.000000 Penalty: 5371.358887
	Iteration 8Q: 3 clusters Score -9200303 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -9201149.000000 Penalty: 5371.358887
	Iteration 9Q: 3 clusters Score -9201149 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -9202276.000000 Penalty: 5371.358887
	Iteration 10Q: 3 clusters Score -9202276 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -9203769.000000 Penalty: 5371.358887
	Iteration 11Q: 3 clusters Score -9203769 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -9205512.000000 Penalty: 5371.358887
	Iteration 12Q: 3 clusters Score -9205512 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -9206933.000000 Penalty: 5371.358887
	Iteration 13Q: 3 clusters Score -9206933 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -9207984.000000 Penalty: 5371.358887
	Iteration 14Q: 3 clusters Score -9207984 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -9208513.000000 Penalty: 5371.358887
	Iteration 15Q: 3 clusters Score -9208513 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -9208804.000000 Penalty: 5371.358887
	Iteration 16Q: 3 clusters Score -9208804 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -9208945.000000 Penalty: 5371.358887
	Iteration 17Q: 3 clusters Score -9208945 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -9209056.000000 Penalty: 5371.358887
	Iteration 18Q: 3 clusters Score -9209056 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -9209137.000000 Penalty: 5371.358887
	Iteration 19Q: 3 clusters Score -9209137 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -9209169.000000 Penalty: 5371.358887
	Iteration 20F: 3 clusters Score -9209169 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -9209225.000000 Penalty: 5371.358887
	Iteration 21Q: 3 clusters Score -9209225 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 35208 members 
Entering Unmasked Estep 
Score: -9209273.000000 Penalty: 5371.358887
	Iteration 22Q: 3 clusters Score -9209273 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -9209304.000000 Penalty: 5371.358887
	Iteration 23Q: 3 clusters Score -9209304 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -9209329.000000 Penalty: 5371.358887
	Iteration 24Q: 3 clusters Score -9209329 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -9209377.000000 Penalty: 5371.358887
	Iteration 25Q: 3 clusters Score -9209377 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14388 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -9209428.000000 Penalty: 5371.358887
	Iteration 26Q: 3 clusters Score -9209428 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -9209456.000000 Penalty: 5371.358887
	Iteration 27Q: 3 clusters Score -9209456 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -9209551.000000 Penalty: 5371.358887
	Iteration 28Q: 3 clusters Score -9209551 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9209626 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 37255 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9209692 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9209752 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 37836 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9209795 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9209822 nChanged 326
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9209844 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9209928 nChanged 358
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 39094 members 
Entering Unmasked Estep 
Score: -9210017.000000 Penalty: 5371.358887
	Iteration 36Q: 3 clusters Score -9210017 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 39472 members 
Entering Unmasked Estep 
Score: -9210081.000000 Penalty: 5371.358887
	Iteration 37Q: 3 clusters Score -9210081 nChanged 425
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9210181 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -9210245.000000 Penalty: 5371.358887
	Iteration 39Q: 3 clusters Score -9210245 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -9210355.000000 Penalty: 5371.358887
	Iteration 40F: 3 clusters Score -9210355 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 41314 members 
Entering Unmasked Estep 
Score: -9210525.000000 Penalty: 5371.358887
	Iteration 41Q: 3 clusters Score -9210525 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 41881 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9210648 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -9210765.000000 Penalty: 5371.358887
	Iteration 43Q: 3 clusters Score -9210765 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
Score: -9210852.000000 Penalty: 5371.358887
	Iteration 44Q: 3 clusters Score -9210852 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 43740 members 
Entering Unmasked Estep 
Score: -9211053.000000 Penalty: 5371.358887
	Iteration 45Q: 3 clusters Score -9211053 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
Score: -9211250.000000 Penalty: 5371.358887
	Iteration 46Q: 3 clusters Score -9211250 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9211474 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 45518 members 
Entering Unmasked Estep 
Score: -9211695.000000 Penalty: 5371.358887
	Iteration 48Q: 3 clusters Score -9211695 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -9211934.000000 Penalty: 5371.358887
	Iteration 49Q: 3 clusters Score -9211934 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 46553 members 
Entering Unmasked Estep 
Score: -9212053.000000 Penalty: 5371.358887
	Iteration 50Q: 3 clusters Score -9212053 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 46990 members 
Entering Unmasked Estep 
Score: -9212177.000000 Penalty: 5371.358887
	Iteration 51Q: 3 clusters Score -9212177 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 47399 members 
Entering Unmasked Estep 
Score: -9212305.000000 Penalty: 5371.358887
	Iteration 52Q: 3 clusters Score -9212305 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 47744 members 
Entering Unmasked Estep 
Score: -9212428.000000 Penalty: 5371.358887
	Iteration 53Q: 3 clusters Score -9212428 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 48020 members 
Entering Unmasked Estep 
Score: -9212487.000000 Penalty: 5371.358887
	Iteration 54Q: 3 clusters Score -9212487 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 48269 members 
Entering Unmasked Estep 
Score: -9212517.000000 Penalty: 5371.358887
	Iteration 55Q: 3 clusters Score -9212517 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 48472 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9212588 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 48653 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9212644 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 48792 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9212653 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 48900 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9212714 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 48999 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9212751 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 49084 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9212784 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 49151 members 
Entering Unmasked Estep 
Score: -9212815.000000 Penalty: 5371.358887
	Iteration 62Q: 3 clusters Score -9212815 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 49208 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9212858 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 49242 members 
Entering Unmasked Estep 
Score: -9212877.000000 Penalty: 5371.358887
	Iteration 64Q: 3 clusters Score -9212877 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 49277 members 
Entering Unmasked Estep 
Score: -9212885.000000 Penalty: 5371.358887
	Iteration 65Q: 3 clusters Score -9212885 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 49311 members 
Entering Unmasked Estep 
Score: -9212900.000000 Penalty: 5371.358887
	Iteration 66Q: 3 clusters Score -9212900 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 49338 members 
Entering Unmasked Estep 
Score: -9212921.000000 Penalty: 5371.358887
	Iteration 67Q: 3 clusters Score -9212921 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 49358 members 
Entering Unmasked Estep 
Score: -9212926.000000 Penalty: 5371.358887
	Iteration 68Q: 3 clusters Score -9212926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 49383 members 
Entering Unmasked Estep 
Score: -9212941.000000 Penalty: 5371.358887
	Iteration 69Q: 3 clusters Score -9212941 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 49408 members 
Entering Unmasked Estep 
Score: -9212938.000000 Penalty: 5371.358887
	Iteration 70Q: 3 clusters Score -9212938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 49428 members 
Entering Unmasked Estep 
Score: -9212947.000000 Penalty: 5371.358887
	Iteration 71Q: 3 clusters Score -9212947 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 49445 members 
Entering Unmasked Estep 
Score: -9212947.000000 Penalty: 5371.358887
	Iteration 72Q: 3 clusters Score -9212947 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 49463 members 
Entering Unmasked Estep 
Score: -9212952.000000 Penalty: 5371.358887
	Iteration 73Q: 3 clusters Score -9212952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 49475 members 
Entering Unmasked Estep 
Score: -9212938.000000 Penalty: 5371.358887
	Iteration 74Q: 3 clusters Score -9212938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 49490 members 
Entering Unmasked Estep 
Score: -9212930.000000 Penalty: 5371.358887
	Iteration 75Q: 3 clusters Score -9212930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 49503 members 
Entering Unmasked Estep 
Score: -9212934.000000 Penalty: 5371.358887
	Iteration 76Q: 3 clusters Score -9212934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 49515 members 
Entering Unmasked Estep 
Score: -9212945.000000 Penalty: 5371.358887
	Iteration 77Q: 3 clusters Score -9212945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 49524 members 
Entering Unmasked Estep 
Score: -9212937.000000 Penalty: 5371.358887
	Iteration 78Q: 3 clusters Score -9212937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 49531 members 
Entering Unmasked Estep 
Score: -9212947.000000 Penalty: 5371.358887
	Iteration 79Q: 3 clusters Score -9212947 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 49543 members 
Entering Unmasked Estep 
Score: -9212957.000000 Penalty: 5371.358887
	Iteration 80F: 3 clusters Score -9212957 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 49551 members 
Entering Unmasked Estep 
Score: -9212961.000000 Penalty: 5371.358887
	Iteration 81Q: 3 clusters Score -9212961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 49556 members 
Entering Unmasked Estep 
Score: -9212948.000000 Penalty: 5371.358887
	Iteration 82Q: 3 clusters Score -9212948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 49564 members 
Entering Unmasked Estep 
Score: -9212957.000000 Penalty: 5371.358887
	Iteration 83Q: 3 clusters Score -9212957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 49574 members 
Entering Unmasked Estep 
Score: -9212959.000000 Penalty: 5371.358887
	Iteration 84Q: 3 clusters Score -9212959 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 49583 members 
Entering Unmasked Estep 
Score: -9212964.000000 Penalty: 5371.358887
	Iteration 85Q: 3 clusters Score -9212964 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 49591 members 
Entering Unmasked Estep 
Score: -9212979.000000 Penalty: 5371.358887
	Iteration 86Q: 3 clusters Score -9212979 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 49593 members 
Entering Unmasked Estep 
Score: -9212984.000000 Penalty: 5371.358887
	Iteration 87Q: 3 clusters Score -9212984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 49596 members 
Entering Unmasked Estep 
Score: -9212986.000000 Penalty: 5371.358887
	Iteration 88Q: 3 clusters Score -9212986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 49599 members 
Entering Unmasked Estep 
Score: -9212991.000000 Penalty: 5371.358887
	Iteration 89Q: 3 clusters Score -9212991 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 49601 members 
Entering Unmasked Estep 
Score: -9212996.000000 Penalty: 5371.358887
	Iteration 90Q: 3 clusters Score -9212996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 49604 members 
Entering Unmasked Estep 
Score: -9213003.000000 Penalty: 5371.358887
	Iteration 91Q: 3 clusters Score -9213003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 49607 members 
Entering Unmasked Estep 
Score: -9212996.000000 Penalty: 5371.358887
	Iteration 92Q: 3 clusters Score -9212996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 49608 members 
Entering Unmasked Estep 
Score: -9212999.000000 Penalty: 5371.358887
	Iteration 93Q: 3 clusters Score -9212999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 49609 members 
Entering Unmasked Estep 
Score: -9213003.000000 Penalty: 5371.358887
	Iteration 94Q: 3 clusters Score -9213003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 49614 members 
Entering Unmasked Estep 
Score: -9213009.000000 Penalty: 5371.358887
	Iteration 95Q: 3 clusters Score -9213009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 49618 members 
Entering Unmasked Estep 
Score: -9213006.000000 Penalty: 5371.358887
	Iteration 96Q: 3 clusters Score -9213006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 49622 members 
Entering Unmasked Estep 
Score: -9213014.000000 Penalty: 5371.358887
	Iteration 97Q: 3 clusters Score -9213014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 49626 members 
Entering Unmasked Estep 
Score: -9213013.000000 Penalty: 5371.358887
	Iteration 98Q: 3 clusters Score -9213013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 49626 members 
Entering Unmasked Estep 
Score: -9213009.000000 Penalty: 5371.358887
	Iteration 99Q: 3 clusters Score -9213009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 49628 members 
Entering Unmasked Estep 
Score: -9213005.000000 Penalty: 5371.358887
	Iteration 100F: 3 clusters Score -9213005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 49632 members 
Entering Unmasked Estep 
Score: -9213018.000000 Penalty: 5371.358887
	Iteration 101Q: 3 clusters Score -9213018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 49634 members 
Entering Unmasked Estep 
Score: -9213011.000000 Penalty: 5371.358887
	Iteration 102Q: 3 clusters Score -9213011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 49636 members 
Entering Unmasked Estep 
Score: -9213023.000000 Penalty: 5371.358887
	Iteration 103Q: 3 clusters Score -9213023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 49638 members 
Entering Unmasked Estep 
Score: -9213013.000000 Penalty: 5371.358887
	Iteration 104Q: 3 clusters Score -9213013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 49641 members 
Entering Unmasked Estep 
Score: -9213021.000000 Penalty: 5371.358887
	Iteration 105Q: 3 clusters Score -9213021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 49643 members 
Entering Unmasked Estep 
Score: -9213015.000000 Penalty: 5371.358887
	Iteration 106Q: 3 clusters Score -9213015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 49645 members 
Entering Unmasked Estep 
Score: -9213013.000000 Penalty: 5371.358887
	Iteration 107Q: 3 clusters Score -9213013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 49647 members 
Entering Unmasked Estep 
Score: -9213022.000000 Penalty: 5371.358887
	Iteration 108Q: 3 clusters Score -9213022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 49649 members 
Entering Unmasked Estep 
Score: -9213018.000000 Penalty: 5371.358887
	Iteration 109Q: 3 clusters Score -9213018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 49651 members 
Entering Unmasked Estep 
Score: -9213022.000000 Penalty: 5371.358887
	Iteration 110Q: 3 clusters Score -9213022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 49653 members 
Entering Unmasked Estep 
Score: -9213024.000000 Penalty: 5371.358887
	Iteration 111Q: 3 clusters Score -9213024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 49654 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9213024 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 49654 members 
Entering Unmasked Estep 
Score: -9213024.000000 Penalty: 5371.358887
	Iteration 113F: 3 clusters Score -9213024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (48991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48991 members 
Entering Unmasked Estep 
Score: -8907403.000000 Penalty: 2678.249268
	Iteration 0F: 2 clusters Score -8907403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -8875901.000000 Penalty: 5356.498535
	Iteration 0F: 3 clusters Score -8875901 nChanged 22608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -8888284.000000 Penalty: 5356.498535
	Iteration 1F: 3 clusters Score -8888284 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 23666 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -8888800 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -8889253.000000 Penalty: 5356.498535
	Iteration 3Q: 3 clusters Score -8889253 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -8889672.000000 Penalty: 5356.498535
	Iteration 4Q: 3 clusters Score -8889672 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -8890127.000000 Penalty: 5356.498535
	Iteration 5Q: 3 clusters Score -8890127 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -8890751.000000 Penalty: 5356.498535
	Iteration 6Q: 3 clusters Score -8890751 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29548 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -8891610.000000 Penalty: 5356.498535
	Iteration 7Q: 3 clusters Score -8891610 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -8892963.000000 Penalty: 5356.498535
	Iteration 8F: 3 clusters Score -8892963 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -8894973.000000 Penalty: 5356.498535
	Iteration 9F: 3 clusters Score -8894973 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -8897758.000000 Penalty: 5356.498535
	Iteration 10F: 3 clusters Score -8897758 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -8900640.000000 Penalty: 5356.498535
	Iteration 11F: 3 clusters Score -8900640 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43652 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -8902926.000000 Penalty: 5356.498535
	Iteration 12F: 3 clusters Score -8902926 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45378 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -8904211.000000 Penalty: 5356.498535
	Iteration 13Q: 3 clusters Score -8904211 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46472 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -8904844.000000 Penalty: 5356.498535
	Iteration 14Q: 3 clusters Score -8904844 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -8905124.000000 Penalty: 5356.498535
	Iteration 15Q: 3 clusters Score -8905124 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47509 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -8905265.000000 Penalty: 5356.498535
	Iteration 16Q: 3 clusters Score -8905265 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -8905336.000000 Penalty: 5356.498535
	Iteration 17Q: 3 clusters Score -8905336 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47930 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -8905384.000000 Penalty: 5356.498535
	Iteration 18Q: 3 clusters Score -8905384 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48047 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -8905412.000000 Penalty: 5356.498535
	Iteration 19Q: 3 clusters Score -8905412 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48125 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -8905434.000000 Penalty: 5356.498535
	Iteration 20F: 3 clusters Score -8905434 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48164 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -8905456.000000 Penalty: 5356.498535
	Iteration 21Q: 3 clusters Score -8905456 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48213 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -8905479.000000 Penalty: 5356.498535
	Iteration 22Q: 3 clusters Score -8905479 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48244 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -8905499.000000 Penalty: 5356.498535
	Iteration 23Q: 3 clusters Score -8905499 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48257 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8905508.000000 Penalty: 5356.498535
	Iteration 24Q: 3 clusters Score -8905508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48269 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -8905507.000000 Penalty: 5356.498535
	Iteration 25Q: 3 clusters Score -8905507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48284 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -8905513.000000 Penalty: 5356.498535
	Iteration 26Q: 3 clusters Score -8905513 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48295 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8905513.000000 Penalty: 5356.498535
	Iteration 27Q: 3 clusters Score -8905513 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48310 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8905510.000000 Penalty: 5356.498535
	Iteration 28Q: 3 clusters Score -8905510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48314 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8905512.000000 Penalty: 5356.498535
	Iteration 29Q: 3 clusters Score -8905512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48319 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8905501.000000 Penalty: 5356.498535
	Iteration 30Q: 3 clusters Score -8905501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48323 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8905502.000000 Penalty: 5356.498535
	Iteration 31Q: 3 clusters Score -8905502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48326 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -8905504.000000 Penalty: 5356.498535
	Iteration 32Q: 3 clusters Score -8905504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48328 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -8905502.000000 Penalty: 5356.498535
	Iteration 33Q: 3 clusters Score -8905502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48331 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -8905503.000000 Penalty: 5356.498535
	Iteration 34Q: 3 clusters Score -8905503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48336 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8905504.000000 Penalty: 5356.498535
	Iteration 35Q: 3 clusters Score -8905504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48344 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8905515.000000 Penalty: 5356.498535
	Iteration 36Q: 3 clusters Score -8905515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48344 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8905525.000000 Penalty: 5356.498535
	Iteration 37Q: 3 clusters Score -8905525 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48343 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -8905525.000000 Penalty: 5356.498535
	Iteration 38Q: 3 clusters Score -8905525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48344 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8905523.000000 Penalty: 5356.498535
	Iteration 39Q: 3 clusters Score -8905523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48344 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8905523.000000 Penalty: 5356.498535
	Iteration 40F: 3 clusters Score -8905523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (49174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49174 members 
Entering Unmasked Estep 
Score: -9159388.000000 Penalty: 2679.173828
	Iteration 0F: 2 clusters Score -9159388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -9130691.000000 Penalty: 5358.347656
	Iteration 0F: 3 clusters Score -9130691 nChanged 22744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25539 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -9143158.000000 Penalty: 5358.347656
	Iteration 1F: 3 clusters Score -9143158 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -9143804.000000 Penalty: 5358.347656
	Iteration 2Q: 3 clusters Score -9143804 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -9144552.000000 Penalty: 5358.347656
	Iteration 3Q: 3 clusters Score -9144552 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -9145473.000000 Penalty: 5358.347656
	Iteration 4Q: 3 clusters Score -9145473 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -9146786.000000 Penalty: 5358.347656
	Iteration 5F: 3 clusters Score -9146786 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -9148542.000000 Penalty: 5358.347656
	Iteration 6F: 3 clusters Score -9148542 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -9150670.000000 Penalty: 5358.347656
	Iteration 7F: 3 clusters Score -9150670 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37983 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -9152798.000000 Penalty: 5358.347656
	Iteration 8F: 3 clusters Score -9152798 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -9154791.000000 Penalty: 5358.347656
	Iteration 9F: 3 clusters Score -9154791 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -9156199.000000 Penalty: 5358.347656
	Iteration 10F: 3 clusters Score -9156199 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45140 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -9156770.000000 Penalty: 5358.347656
	Iteration 11Q: 3 clusters Score -9156770 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -9157088.000000 Penalty: 5358.347656
	Iteration 12Q: 3 clusters Score -9157088 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47507 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -9157141.000000 Penalty: 5358.347656
	Iteration 13Q: 3 clusters Score -9157141 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -9157141.000000 Penalty: 5358.347656
	Iteration 14Q: 3 clusters Score -9157141 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48287 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -9157175.000000 Penalty: 5358.347656
	Iteration 15Q: 3 clusters Score -9157175 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48423 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -9157201.000000 Penalty: 5358.347656
	Iteration 16Q: 3 clusters Score -9157201 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48503 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -9157210.000000 Penalty: 5358.347656
	Iteration 17Q: 3 clusters Score -9157210 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -9157273.000000 Penalty: 5358.347656
	Iteration 18Q: 3 clusters Score -9157273 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48612 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -9157278.000000 Penalty: 5358.347656
	Iteration 19Q: 3 clusters Score -9157278 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48645 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -9157289.000000 Penalty: 5358.347656
	Iteration 20F: 3 clusters Score -9157289 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48671 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -9157322.000000 Penalty: 5358.347656
	Iteration 21Q: 3 clusters Score -9157322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48688 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -9157320.000000 Penalty: 5358.347656
	Iteration 22Q: 3 clusters Score -9157320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48700 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -9157319.000000 Penalty: 5358.347656
	Iteration 23Q: 3 clusters Score -9157319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -9157329.000000 Penalty: 5358.347656
	Iteration 24Q: 3 clusters Score -9157329 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9157332.000000 Penalty: 5358.347656
	Iteration 25Q: 3 clusters Score -9157332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48719 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -9157330.000000 Penalty: 5358.347656
	Iteration 26Q: 3 clusters Score -9157330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48721 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -9157342.000000 Penalty: 5358.347656
	Iteration 27Q: 3 clusters Score -9157342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48732 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -9157355.000000 Penalty: 5358.347656
	Iteration 28Q: 3 clusters Score -9157355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48736 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -9157360.000000 Penalty: 5358.347656
	Iteration 29Q: 3 clusters Score -9157360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48737 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -9157369.000000 Penalty: 5358.347656
	Iteration 30Q: 3 clusters Score -9157369 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48740 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -9157374.000000 Penalty: 5358.347656
	Iteration 31Q: 3 clusters Score -9157374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48743 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9157366.000000 Penalty: 5358.347656
	Iteration 32Q: 3 clusters Score -9157366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48745 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9157369.000000 Penalty: 5358.347656
	Iteration 33Q: 3 clusters Score -9157369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48747 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -9157370.000000 Penalty: 5358.347656
	Iteration 34Q: 3 clusters Score -9157370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48748 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9157370.000000 Penalty: 5358.347656
	Iteration 35Q: 3 clusters Score -9157370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48748 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -9157370.000000 Penalty: 5358.347656
	Iteration 36F: 3 clusters Score -9157370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Entering Unmasked Estep 
Score: -555787.000000 Penalty: 1989.352905
	Iteration 0F: 2 clusters Score -555787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -552512.125000 Penalty: 3978.705811
	Iteration 0F: 3 clusters Score -552512.1 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -553169.812500 Penalty: 3978.705811
	Iteration 1F: 3 clusters Score -553169.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -553317.187500 Penalty: 3978.705811
	Iteration 2F: 3 clusters Score -553317.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -553399.312500 Penalty: 3978.705811
	Iteration 3Q: 3 clusters Score -553399.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -553474.437500 Penalty: 3978.705811
	Iteration 4Q: 3 clusters Score -553474.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -553543.687500 Penalty: 3978.705811
	Iteration 5Q: 3 clusters Score -553543.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -553606.875000 Penalty: 3978.705811
	Iteration 6Q: 3 clusters Score -553606.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -553661.750000 Penalty: 3978.705811
	Iteration 7Q: 3 clusters Score -553661.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -553708.000000 Penalty: 3978.705811
	Iteration 8Q: 3 clusters Score -553708 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -553744.625000 Penalty: 3978.705811
	Iteration 9Q: 3 clusters Score -553744.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -553781.500000 Penalty: 3978.705811
	Iteration 10Q: 3 clusters Score -553781.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -553811.375000 Penalty: 3978.705811
	Iteration 11Q: 3 clusters Score -553811.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -553839.687500 Penalty: 3978.705811
	Iteration 12Q: 3 clusters Score -553839.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -553867.375000 Penalty: 3978.705811
	Iteration 13Q: 3 clusters Score -553867.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -553891.125000 Penalty: 3978.705811
	Iteration 14Q: 3 clusters Score -553891.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -553915.875000 Penalty: 3978.705811
	Iteration 15Q: 3 clusters Score -553915.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -553938.062500 Penalty: 3978.705811
	Iteration 16Q: 3 clusters Score -553938.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -553956.625000 Penalty: 3978.705811
	Iteration 17Q: 3 clusters Score -553956.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -553970.000000 Penalty: 3978.705811
	Iteration 18Q: 3 clusters Score -553970 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -553981.562500 Penalty: 3978.705811
	Iteration 19Q: 3 clusters Score -553981.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -553990.375000 Penalty: 3978.705811
	Iteration 20F: 3 clusters Score -553990.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -554003.250000 Penalty: 3978.705811
	Iteration 21Q: 3 clusters Score -554003.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -554017.500000 Penalty: 3978.705811
	Iteration 22Q: 3 clusters Score -554017.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -554030.500000 Penalty: 3978.705811
	Iteration 23Q: 3 clusters Score -554030.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -554044.375000 Penalty: 3978.705811
	Iteration 24Q: 3 clusters Score -554044.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -554054.312500 Penalty: 3978.705811
	Iteration 25Q: 3 clusters Score -554054.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -554070.687500 Penalty: 3978.705811
	Iteration 26Q: 3 clusters Score -554070.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -554087.250000 Penalty: 3978.705811
	Iteration 27Q: 3 clusters Score -554087.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -554106.562500 Penalty: 3978.705811
	Iteration 28Q: 3 clusters Score -554106.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -554117.937500 Penalty: 3978.705811
	Iteration 29Q: 3 clusters Score -554117.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -554130.125000 Penalty: 3978.705811
	Iteration 30Q: 3 clusters Score -554130.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -554145.937500 Penalty: 3978.705811
	Iteration 31Q: 3 clusters Score -554145.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -554160.687500 Penalty: 3978.705811
	Iteration 32Q: 3 clusters Score -554160.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -554175.000000 Penalty: 3978.705811
	Iteration 33Q: 3 clusters Score -554175 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -554185.625000 Penalty: 3978.705811
	Iteration 34Q: 3 clusters Score -554185.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -554193.812500 Penalty: 3978.705811
	Iteration 35Q: 3 clusters Score -554193.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -554201.000000 Penalty: 3978.705811
	Iteration 36Q: 3 clusters Score -554201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -554213.687500 Penalty: 3978.705811
	Iteration 37Q: 3 clusters Score -554213.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -554225.562500 Penalty: 3978.705811
	Iteration 38Q: 3 clusters Score -554225.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -554231.437500 Penalty: 3978.705811
	Iteration 39Q: 3 clusters Score -554231.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -554236.875000 Penalty: 3978.705811
	Iteration 40F: 3 clusters Score -554236.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -554241.062500 Penalty: 3978.705811
	Iteration 41Q: 3 clusters Score -554241.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -554242.687500 Penalty: 3978.705811
	Iteration 42Q: 3 clusters Score -554242.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -554243.000000 Penalty: 3978.705811
	Iteration 43Q: 3 clusters Score -554243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -554248.187500 Penalty: 3978.705811
	Iteration 44Q: 3 clusters Score -554248.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -554252.625000 Penalty: 3978.705811
	Iteration 45Q: 3 clusters Score -554252.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -554254.062500 Penalty: 3978.705811
	Iteration 46Q: 3 clusters Score -554254.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -554256.312500 Penalty: 3978.705811
	Iteration 47Q: 3 clusters Score -554256.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -554259.062500 Penalty: 3978.705811
	Iteration 48Q: 3 clusters Score -554259.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -554261.312500 Penalty: 3978.705811
	Iteration 49Q: 3 clusters Score -554261.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -554264.125000 Penalty: 3978.705811
	Iteration 50Q: 3 clusters Score -554264.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -554265.250000 Penalty: 3978.705811
	Iteration 51Q: 3 clusters Score -554265.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -554265.875000 Penalty: 3978.705811
	Iteration 52Q: 3 clusters Score -554265.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -554265.250000 Penalty: 3978.705811
	Iteration 53Q: 3 clusters Score -554265.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -554268.312500 Penalty: 3978.705811
	Iteration 54Q: 3 clusters Score -554268.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -554271.250000 Penalty: 3978.705811
	Iteration 55Q: 3 clusters Score -554271.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -554275.000000 Penalty: 3978.705811
	Iteration 56Q: 3 clusters Score -554275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -554276.812500 Penalty: 3978.705811
	Iteration 57Q: 3 clusters Score -554276.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -554278.312500 Penalty: 3978.705811
	Iteration 58Q: 3 clusters Score -554278.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -554279.250000 Penalty: 3978.705811
	Iteration 59Q: 3 clusters Score -554279.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -554280.125000 Penalty: 3978.705811
	Iteration 60F: 3 clusters Score -554280.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -554281.125000 Penalty: 3978.705811
	Iteration 61Q: 3 clusters Score -554281.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -554281.125000 Penalty: 3978.705811
	Iteration 62F: 3 clusters Score -554281.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48796 members 
Mstep: Class 2 contains 49753 members 
Mstep: Class 3 contains 5193 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 44253 members 
Mstep: Class 6 contains 947 members 
Mstep: Class 7 contains 46132 members 
Mstep: Class 8 contains 613 members 
Mstep: Class 9 contains 1016 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44821 members 
Mstep: Class 13 contains 2344 members 
Mstep: Class 14 contains 52670 members 
Mstep: Class 15 contains 1289 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 44380 members 
Mstep: Class 18 contains 45959 members 
Mstep: Class 19 contains 29471 members 
Mstep: Class 20 contains 46916 members 
Mstep: Class 21 contains 50481 members 
Mstep: Class 22 contains 48991 members 
Mstep: Class 23 contains 49174 members 
Mstep: Class 24 contains 3046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111193016.000000 Penalty: 76057.484375
Iteration 119Q: 24 clusters Score -1.11193e+08 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48815 members 
Mstep: Class 2 contains 49768 members 
Mstep: Class 3 contains 5202 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 44242 members 
Mstep: Class 6 contains 947 members 
Mstep: Class 7 contains 46153 members 
Mstep: Class 8 contains 613 members 
Mstep: Class 9 contains 1016 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44804 members 
Mstep: Class 13 contains 2344 members 
Mstep: Class 14 contains 52675 members 
Mstep: Class 15 contains 1289 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 44352 members 
Mstep: Class 18 contains 45966 members 
Mstep: Class 19 contains 29446 members 
Mstep: Class 20 contains 46967 members 
Mstep: Class 21 contains 50477 members 
Mstep: Class 22 contains 48991 members 
Mstep: Class 23 contains 49146 members 
Mstep: Class 24 contains 3032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111192992.000000 Penalty: 76057.484375
Iteration 120F: 24 clusters Score -1.11193e+08 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48821 members 
Mstep: Class 2 contains 49792 members 
Mstep: Class 3 contains 5206 members 
Mstep: Class 4 contains 401 members 
Mstep: Class 5 contains 44245 members 
Mstep: Class 6 contains 942 members 
Mstep: Class 7 contains 46164 members 
Mstep: Class 8 contains 607 members 
Mstep: Class 9 contains 1014 members 
Mstep: Class 10 contains 606 members 
Mstep: Class 12 contains 44792 members 
Mstep: Class 13 contains 2344 members 
Mstep: Class 14 contains 52667 members 
Mstep: Class 15 contains 1289 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 44343 members 
Mstep: Class 18 contains 45960 members 
Mstep: Class 19 contains 29408 members 
Mstep: Class 20 contains 47015 members 
Mstep: Class 21 contains 50484 members 
Mstep: Class 22 contains 48999 members 
Mstep: Class 23 contains 49120 members 
Mstep: Class 24 contains 3020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111193096.000000 Penalty: 76057.484375
Iteration 121Q: 24 clusters Score -1.111931e+08 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48832 members 
Mstep: Class 2 contains 49843 members 
Mstep: Class 3 contains 5214 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 44251 members 
Mstep: Class 6 contains 935 members 
Mstep: Class 7 contains 46165 members 
Mstep: Class 8 contains 606 members 
Mstep: Class 9 contains 1009 members 
Mstep: Class 10 contains 612 members 
Mstep: Class 12 contains 44785 members 
Mstep: Class 13 contains 2351 members 
Mstep: Class 14 contains 52650 members 
Mstep: Class 15 contains 1290 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 44337 members 
Mstep: Class 18 contains 45950 members 
Mstep: Class 19 contains 29378 members 
Mstep: Class 20 contains 47033 members 
Mstep: Class 21 contains 50506 members 
Mstep: Class 22 contains 48996 members 
Mstep: Class 23 contains 49082 members 
Mstep: Class 24 contains 3014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111192976.000000 Penalty: 76057.484375
Iteration 122Q: 24 clusters Score -1.11193e+08 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48837 members 
Mstep: Class 2 contains 49875 members 
Mstep: Class 3 contains 5220 members 
Mstep: Class 4 contains 400 members 
Mstep: Class 5 contains 44252 members 
Mstep: Class 6 contains 936 members 
Mstep: Class 7 contains 46168 members 
Mstep: Class 8 contains 603 members 
Mstep: Class 9 contains 1004 members 
Mstep: Class 10 contains 610 members 
Mstep: Class 12 contains 44771 members 
Mstep: Class 13 contains 2357 members 
Mstep: Class 14 contains 52632 members 
Mstep: Class 15 contains 1291 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 44352 members 
Mstep: Class 18 contains 45929 members 
Mstep: Class 19 contains 29344 members 
Mstep: Class 20 contains 47038 members 
Mstep: Class 21 contains 50516 members 
Mstep: Class 22 contains 49027 members 
Mstep: Class 23 contains 49069 members 
Mstep: Class 24 contains 3008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111193064.000000 Penalty: 76057.484375
Iteration 123Q: 24 clusters Score -1.111931e+08 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48841 members 
Mstep: Class 2 contains 49912 members 
Mstep: Class 3 contains 5222 members 
Mstep: Class 4 contains 399 members 
Mstep: Class 5 contains 44220 members 
Mstep: Class 6 contains 936 members 
Mstep: Class 7 contains 46178 members 
Mstep: Class 8 contains 603 members 
Mstep: Class 9 contains 1003 members 
Mstep: Class 10 contains 605 members 
Mstep: Class 12 contains 44746 members 
Mstep: Class 13 contains 2359 members 
Mstep: Class 14 contains 52626 members 
Mstep: Class 15 contains 1292 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 44400 members 
Mstep: Class 18 contains 45905 members 
Mstep: Class 19 contains 29322 members 
Mstep: Class 20 contains 47043 members 
Mstep: Class 21 contains 50531 members 
Mstep: Class 22 contains 49059 members 
Mstep: Class 23 contains 49029 members 
Mstep: Class 24 contains 3008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111193136.000000 Penalty: 76057.484375
Iteration 124Q: 24 clusters Score -1.111931e+08 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48862 members 
Mstep: Class 2 contains 49957 members 
Mstep: Class 3 contains 5226 members 
Mstep: Class 4 contains 399 members 
Mstep: Class 5 contains 44180 members 
Mstep: Class 6 contains 935 members 
Mstep: Class 7 contains 46172 members 
Mstep: Class 8 contains 603 members 
Mstep: Class 9 contains 1003 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 12 contains 44736 members 
Mstep: Class 13 contains 2363 members 
Mstep: Class 14 contains 52621 members 
Mstep: Class 15 contains 1291 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 44424 members 
Mstep: Class 18 contains 45880 members 
Mstep: Class 19 contains 29274 members 
Mstep: Class 20 contains 47089 members 
Mstep: Class 21 contains 50557 members 
Mstep: Class 22 contains 49096 members 
Mstep: Class 23 contains 48963 members 
Mstep: Class 24 contains 3008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111193368.000000 Penalty: 76057.484375
Iteration 125Q: 24 clusters Score -1.111934e+08 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48888 members 
Mstep: Class 2 contains 49976 members 
Mstep: Class 3 contains 5226 members 
Mstep: Class 4 contains 399 members 
Mstep: Class 5 contains 44165 members 
Mstep: Class 6 contains 935 members 
Mstep: Class 7 contains 46178 members 
Mstep: Class 8 contains 603 members 
Mstep: Class 9 contains 1003 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 12 contains 44744 members 
Mstep: Class 13 contains 2366 members 
Mstep: Class 14 contains 52625 members 
Mstep: Class 15 contains 1292 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 44426 members 
Mstep: Class 18 contains 45893 members 
Mstep: Class 19 contains 29238 members 
Mstep: Class 20 contains 47126 members 
Mstep: Class 21 contains 50572 members 
Mstep: Class 22 contains 49119 members 
Mstep: Class 23 contains 48861 members 
Mstep: Class 24 contains 3010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111193464.000000 Penalty: 76057.484375
Iteration 126Q: 24 clusters Score -1.111935e+08 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48878 members 
Mstep: Class 2 contains 49989 members 
Mstep: Class 3 contains 5237 members 
Mstep: Class 4 contains 399 members 
Mstep: Class 5 contains 44162 members 
Mstep: Class 6 contains 935 members 
Mstep: Class 7 contains 46178 members 
Mstep: Class 8 contains 603 members 
Mstep: Class 9 contains 1003 members 
Mstep: Class 10 contains 589 members 
Mstep: Class 12 contains 44744 members 
Mstep: Class 13 contains 2370 members 
Mstep: Class 14 contains 52617 members 
Mstep: Class 15 contains 1293 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 44408 members 
Mstep: Class 18 contains 45920 members 
Mstep: Class 19 contains 29186 members 
Mstep: Class 20 contains 47162 members 
Mstep: Class 21 contains 50603 members 
Mstep: Class 22 contains 49151 members 
Mstep: Class 23 contains 48804 members 
Mstep: Class 24 contains 3008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111193544.000000 Penalty: 76057.484375
Iteration 127Q: 24 clusters Score -1.111935e+08 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48860 members 
Mstep: Class 2 contains 50003 members 
Mstep: Class 3 contains 5240 members 
Mstep: Class 4 contains 399 members 
Mstep: Class 5 contains 44158 members 
Mstep: Class 6 contains 934 members 
Mstep: Class 7 contains 46193 members 
Mstep: Class 8 contains 603 members 
Mstep: Class 9 contains 1003 members 
Mstep: Class 10 contains 585 members 
Mstep: Class 12 contains 44742 members 
Mstep: Class 13 contains 2375 members 
Mstep: Class 14 contains 52616 members 
Mstep: Class 15 contains 1293 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 44374 members 
Mstep: Class 18 contains 45972 members 
Mstep: Class 19 contains 29136 members 
Mstep: Class 20 contains 47167 members 
Mstep: Class 21 contains 50624 members 
Mstep: Class 22 contains 49181 members 
Mstep: Class 23 contains 48775 members 
Mstep: Class 24 contains 3006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111193376.000000 Penalty: 76057.484375
Iteration 128Q: 24 clusters Score -1.111934e+08 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48875 members 
Mstep: Class 2 contains 50003 members 
Mstep: Class 3 contains 5244 members 
Mstep: Class 4 contains 399 members 
Mstep: Class 5 contains 44151 members 
Mstep: Class 6 contains 932 members 
Mstep: Class 7 contains 46202 members 
Mstep: Class 8 contains 603 members 
Mstep: Class 9 contains 1007 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 12 contains 44726 members 
Mstep: Class 13 contains 2377 members 
Mstep: Class 14 contains 52629 members 
Mstep: Class 15 contains 1292 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 44334 members 
Mstep: Class 18 contains 46013 members 
Mstep: Class 19 contains 29094 members 
Mstep: Class 20 contains 47155 members 
Mstep: Class 21 contains 50630 members 
Mstep: Class 22 contains 49208 members 
Mstep: Class 23 contains 48778 members 
Mstep: Class 24 contains 3006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111193248.000000 Penalty: 76057.484375
Iteration 129Q: 24 clusters Score -1.111932e+08 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48859 members 
Mstep: Class 2 contains 49997 members 
Mstep: Class 3 contains 5254 members 
Mstep: Class 4 contains 399 members 
Mstep: Class 5 contains 44143 members 
Mstep: Class 6 contains 931 members 
Mstep: Class 7 contains 46209 members 
Mstep: Class 8 contains 602 members 
Mstep: Class 9 contains 1008 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 12 contains 44720 members 
Mstep: Class 13 contains 2377 members 
Mstep: Class 14 contains 52623 members 
Mstep: Class 15 contains 1290 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44295 members 
Mstep: Class 18 contains 46051 members 
Mstep: Class 19 contains 29045 members 
Mstep: Class 20 contains 47183 members 
Mstep: Class 21 contains 50639 members 
Mstep: Class 22 contains 49241 members 
Mstep: Class 23 contains 48788 members 
Mstep: Class 24 contains 3004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111193416.000000 Penalty: 76057.484375
Iteration 130Q: 24 clusters Score -1.111934e+08 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48837 members 
Mstep: Class 2 contains 50016 members 
Mstep: Class 3 contains 5261 members 
Mstep: Class 4 contains 399 members 
Mstep: Class 5 contains 44126 members 
Mstep: Class 6 contains 931 members 
Mstep: Class 7 contains 46228 members 
Mstep: Class 8 contains 602 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 12 contains 44734 members 
Mstep: Class 13 contains 2379 members 
Mstep: Class 14 contains 52617 members 
Mstep: Class 15 contains 1291 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44236 members 
Mstep: Class 18 contains 46119 members 
Mstep: Class 19 contains 29013 members 
Mstep: Class 20 contains 47231 members 
Mstep: Class 21 contains 50608 members 
Mstep: Class 22 contains 49228 members 
Mstep: Class 23 contains 48794 members 
Mstep: Class 24 contains 3002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111193600.000000 Penalty: 76057.484375
Iteration 131Q: 24 clusters Score -1.111936e+08 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48842 members 
Mstep: Class 2 contains 50031 members 
Mstep: Class 3 contains 5261 members 
Mstep: Class 4 contains 399 members 
Mstep: Class 5 contains 44142 members 
Mstep: Class 6 contains 931 members 
Mstep: Class 7 contains 46227 members 
Mstep: Class 8 contains 602 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 576 members 
Mstep: Class 12 contains 44737 members 
Mstep: Class 13 contains 2381 members 
Mstep: Class 14 contains 52612 members 
Mstep: Class 15 contains 1291 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44197 members 
Mstep: Class 18 contains 46163 members 
Mstep: Class 19 contains 28978 members 
Mstep: Class 20 contains 47256 members 
Mstep: Class 21 contains 50557 members 
Mstep: Class 22 contains 49220 members 
Mstep: Class 23 contains 48829 members 
Mstep: Class 24 contains 2998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111193456.000000 Penalty: 76057.484375
Iteration 132Q: 24 clusters Score -1.111935e+08 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48853 members 
Mstep: Class 2 contains 50015 members 
Mstep: Class 3 contains 5269 members 
Mstep: Class 4 contains 399 members 
Mstep: Class 5 contains 44126 members 
Mstep: Class 6 contains 931 members 
Mstep: Class 7 contains 46223 members 
Mstep: Class 8 contains 602 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 12 contains 44735 members 
Mstep: Class 13 contains 2380 members 
Mstep: Class 14 contains 52621 members 
Mstep: Class 15 contains 1292 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44193 members 
Mstep: Class 18 contains 46163 members 
Mstep: Class 19 contains 28948 members 
Mstep: Class 20 contains 47313 members 
Mstep: Class 21 contains 50538 members 
Mstep: Class 22 contains 49204 members 
Mstep: Class 23 contains 48858 members 
Mstep: Class 24 contains 2992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111193352.000000 Penalty: 76057.484375
Iteration 133Q: 24 clusters Score -1.111934e+08 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48861 members 
Mstep: Class 2 contains 49993 members 
Mstep: Class 3 contains 5277 members 
Mstep: Class 4 contains 399 members 
Mstep: Class 5 contains 44122 members 
Mstep: Class 6 contains 931 members 
Mstep: Class 7 contains 46220 members 
Mstep: Class 8 contains 602 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 574 members 
Mstep: Class 12 contains 44720 members 
Mstep: Class 13 contains 2380 members 
Mstep: Class 14 contains 52615 members 
Mstep: Class 15 contains 1293 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44193 members 
Mstep: Class 18 contains 46177 members 
Mstep: Class 19 contains 28914 members 
Mstep: Class 20 contains 47351 members 
Mstep: Class 21 contains 50514 members 
Mstep: Class 22 contains 49226 members 
Mstep: Class 23 contains 48879 members 
Mstep: Class 24 contains 2989 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 134Q: 24 clusters Score -1.111934e+08 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48866 members 
Mstep: Class 2 contains 49969 members 
Mstep: Class 3 contains 5288 members 
Mstep: Class 4 contains 399 members 
Mstep: Class 5 contains 44121 members 
Mstep: Class 6 contains 931 members 
Mstep: Class 7 contains 46232 members 
Mstep: Class 8 contains 602 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 574 members 
Mstep: Class 12 contains 44701 members 
Mstep: Class 13 contains 2379 members 
Mstep: Class 14 contains 52600 members 
Mstep: Class 15 contains 1295 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44177 members 
Mstep: Class 18 contains 46172 members 
Mstep: Class 19 contains 28881 members 
Mstep: Class 20 contains 47359 members 
Mstep: Class 21 contains 50511 members 
Mstep: Class 22 contains 49262 members 
Mstep: Class 23 contains 48927 members 
Mstep: Class 24 contains 2984 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 135Q: 24 clusters Score -1.111932e+08 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48855 members 
Mstep: Class 2 contains 49971 members 
Mstep: Class 3 contains 5293 members 
Mstep: Class 4 contains 399 members 
Mstep: Class 5 contains 44108 members 
Mstep: Class 6 contains 931 members 
Mstep: Class 7 contains 46237 members 
Mstep: Class 8 contains 602 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 574 members 
Mstep: Class 12 contains 44674 members 
Mstep: Class 13 contains 2379 members 
Mstep: Class 14 contains 52606 members 
Mstep: Class 15 contains 1295 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44188 members 
Mstep: Class 18 contains 46175 members 
Mstep: Class 19 contains 28855 members 
Mstep: Class 20 contains 47394 members 
Mstep: Class 21 contains 50492 members 
Mstep: Class 22 contains 49287 members 
Mstep: Class 23 contains 48936 members 
Mstep: Class 24 contains 2979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111193248.000000 Penalty: 76057.484375
Iteration 136Q: 24 clusters Score -1.111932e+08 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48822 members 
Mstep: Class 2 contains 49972 members 
Mstep: Class 3 contains 5299 members 
Mstep: Class 4 contains 399 members 
Mstep: Class 5 contains 44104 members 
Mstep: Class 6 contains 931 members 
Mstep: Class 7 contains 46226 members 
Mstep: Class 8 contains 602 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 574 members 
Mstep: Class 12 contains 44670 members 
Mstep: Class 13 contains 2378 members 
Mstep: Class 14 contains 52621 members 
Mstep: Class 15 contains 1294 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44211 members 
Mstep: Class 18 contains 46180 members 
Mstep: Class 19 contains 28832 members 
Mstep: Class 20 contains 47438 members 
Mstep: Class 21 contains 50493 members 
Mstep: Class 22 contains 49277 members 
Mstep: Class 23 contains 48935 members 
Mstep: Class 24 contains 2972 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 137Q: 24 clusters Score -1.111932e+08 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48797 members 
Mstep: Class 2 contains 49947 members 
Mstep: Class 3 contains 5304 members 
Mstep: Class 4 contains 399 members 
Mstep: Class 5 contains 44123 members 
Mstep: Class 6 contains 931 members 
Mstep: Class 7 contains 46248 members 
Mstep: Class 8 contains 602 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 574 members 
Mstep: Class 12 contains 44671 members 
Mstep: Class 13 contains 2377 members 
Mstep: Class 14 contains 52624 members 
Mstep: Class 15 contains 1292 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44203 members 
Mstep: Class 18 contains 46196 members 
Mstep: Class 19 contains 28805 members 
Mstep: Class 20 contains 47494 members 
Mstep: Class 21 contains 50478 members 
Mstep: Class 22 contains 49304 members 
Mstep: Class 23 contains 48896 members 
Mstep: Class 24 contains 2965 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 138Q: 24 clusters Score -1.111932e+08 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48773 members 
Mstep: Class 2 contains 49934 members 
Mstep: Class 3 contains 5303 members 
Mstep: Class 4 contains 399 members 
Mstep: Class 5 contains 44149 members 
Mstep: Class 6 contains 931 members 
Mstep: Class 7 contains 46265 members 
Mstep: Class 8 contains 602 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 574 members 
Mstep: Class 12 contains 44632 members 
Mstep: Class 13 contains 2376 members 
Mstep: Class 14 contains 52618 members 
Mstep: Class 15 contains 1291 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 44207 members 
Mstep: Class 18 contains 46193 members 
Mstep: Class 19 contains 28782 members 
Mstep: Class 20 contains 47525 members 
Mstep: Class 21 contains 50473 members 
Mstep: Class 22 contains 49333 members 
Mstep: Class 23 contains 48912 members 
Mstep: Class 24 contains 2957 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 139Q: 24 clusters Score -1.111931e+08 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48742 members 
Mstep: Class 2 contains 49922 members 
Mstep: Class 3 contains 5306 members 
Mstep: Class 4 contains 399 members 
Mstep: Class 5 contains 44169 members 
Mstep: Class 6 contains 931 members 
Mstep: Class 7 contains 46277 members 
Mstep: Class 8 contains 602 members 
Mstep: Class 9 contains 1010 members 
Mstep: Class 10 contains 574 members 
Mstep: Class 12 contains 44654 members 
Mstep: Class 13 contains 2376 members 
Mstep: Class 14 contains 52622 members 
Mstep: Class 15 contains 1289 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 44215 members 
Mstep: Class 18 contains 46188 members 
Mstep: Class 19 contains 28759 members 
Mstep: Class 20 contains 47556 members 
Mstep: Class 21 contains 50457 members 
Mstep: Class 22 contains 49341 members 
Mstep: Class 23 contains 48899 members 
Mstep: Class 24 contains 2951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111193456.000000 Penalty: 76057.484375
Iteration 140F: 24 clusters Score -1.111935e+08 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 49929 members 
Mstep: Class 3 contains 5302 members 
Mstep: Class 4 contains 399 members 
Mstep: Class 5 contains 44185 members 
Mstep: Class 6 contains 925 members 
Mstep: Class 7 contains 46286 members 
Mstep: Class 8 contains 602 members 
Mstep: Class 9 contains 1003 members 
Mstep: Class 10 contains 587 members 
Mstep: Class 12 contains 44629 members 
Mstep: Class 13 contains 2376 members 
Mstep: Class 14 contains 52629 members 
Mstep: Class 15 contains 1289 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44217 members 
Mstep: Class 18 contains 46194 members 
Mstep: Class 19 contains 28731 members 
Mstep: Class 20 contains 47590 members 
Mstep: Class 21 contains 50430 members 
Mstep: Class 22 contains 49384 members 
Mstep: Class 23 contains 48873 members 
Mstep: Class 24 contains 2946 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 141Q: 24 clusters Score -1.111934e+08 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48750 members 
Mstep: Class 2 contains 49931 members 
Mstep: Class 3 contains 5305 members 
Mstep: Class 4 contains 399 members 
Mstep: Class 5 contains 44187 members 
Mstep: Class 6 contains 915 members 
Mstep: Class 7 contains 46282 members 
Mstep: Class 8 contains 600 members 
Mstep: Class 9 contains 996 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 12 contains 44631 members 
Mstep: Class 13 contains 2378 members 
Mstep: Class 14 contains 52650 members 
Mstep: Class 15 contains 1290 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44237 members 
Mstep: Class 18 contains 46170 members 
Mstep: Class 19 contains 28697 members 
Mstep: Class 20 contains 47613 members 
Mstep: Class 21 contains 50423 members 
Mstep: Class 22 contains 49414 members 
Mstep: Class 23 contains 48823 members 
Mstep: Class 24 contains 2949 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 142Q: 24 clusters Score -1.111937e+08 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48768 members 
Mstep: Class 2 contains 49939 members 
Mstep: Class 3 contains 5302 members 
Mstep: Class 4 contains 399 members 
Mstep: Class 5 contains 44183 members 
Mstep: Class 6 contains 905 members 
Mstep: Class 7 contains 46264 members 
Mstep: Class 8 contains 603 members 
Mstep: Class 9 contains 993 members 
Mstep: Class 10 contains 604 members 
Mstep: Class 12 contains 44596 members 
Mstep: Class 13 contains 2381 members 
Mstep: Class 14 contains 52676 members 
Mstep: Class 15 contains 1291 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44243 members 
Mstep: Class 18 contains 46181 members 
Mstep: Class 19 contains 28670 members 
Mstep: Class 20 contains 47617 members 
Mstep: Class 21 contains 50416 members 
Mstep: Class 22 contains 49435 members 
Mstep: Class 23 contains 48834 members 
Mstep: Class 24 contains 2940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111193672.000000 Penalty: 76057.484375
Iteration 143Q: 24 clusters Score -1.111937e+08 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48767 members 
Mstep: Class 2 contains 49935 members 
Mstep: Class 3 contains 5299 members 
Mstep: Class 4 contains 398 members 
Mstep: Class 5 contains 44165 members 
Mstep: Class 6 contains 900 members 
Mstep: Class 7 contains 46264 members 
Mstep: Class 8 contains 605 members 
Mstep: Class 9 contains 994 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 12 contains 44601 members 
Mstep: Class 13 contains 2382 members 
Mstep: Class 14 contains 52709 members 
Mstep: Class 15 contains 1290 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44207 members 
Mstep: Class 18 contains 46210 members 
Mstep: Class 19 contains 28645 members 
Mstep: Class 20 contains 47620 members 
Mstep: Class 21 contains 50412 members 
Mstep: Class 22 contains 49470 members 
Mstep: Class 23 contains 48836 members 
Mstep: Class 24 contains 2932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111193912.000000 Penalty: 76057.484375
Iteration 144Q: 24 clusters Score -1.111939e+08 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48790 members 
Mstep: Class 2 contains 49924 members 
Mstep: Class 3 contains 5294 members 
Mstep: Class 4 contains 396 members 
Mstep: Class 5 contains 44152 members 
Mstep: Class 6 contains 898 members 
Mstep: Class 7 contains 46252 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 994 members 
Mstep: Class 10 contains 599 members 
Mstep: Class 12 contains 44596 members 
Mstep: Class 13 contains 2382 members 
Mstep: Class 14 contains 52750 members 
Mstep: Class 15 contains 1291 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44197 members 
Mstep: Class 18 contains 46226 members 
Mstep: Class 19 contains 28612 members 
Mstep: Class 20 contains 47637 members 
Mstep: Class 21 contains 50417 members 
Mstep: Class 22 contains 49430 members 
Mstep: Class 23 contains 48870 members 
Mstep: Class 24 contains 2925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111194016.000000 Penalty: 76057.484375
Iteration 145Q: 24 clusters Score -1.11194e+08 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48826 members 
Mstep: Class 2 contains 49922 members 
Mstep: Class 3 contains 5296 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44171 members 
Mstep: Class 6 contains 895 members 
Mstep: Class 7 contains 46236 members 
Mstep: Class 8 contains 611 members 
Mstep: Class 9 contains 996 members 
Mstep: Class 10 contains 595 members 
Mstep: Class 12 contains 44582 members 
Mstep: Class 13 contains 2381 members 
Mstep: Class 14 contains 52784 members 
Mstep: Class 15 contains 1290 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44194 members 
Mstep: Class 18 contains 46241 members 
Mstep: Class 19 contains 28581 members 
Mstep: Class 20 contains 47635 members 
Mstep: Class 21 contains 50418 members 
Mstep: Class 22 contains 49400 members 
Mstep: Class 23 contains 48874 members 
Mstep: Class 24 contains 2917 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 146Q: 24 clusters Score -1.111941e+08 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48853 members 
Mstep: Class 2 contains 49903 members 
Mstep: Class 3 contains 5294 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44191 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 46212 members 
Mstep: Class 8 contains 611 members 
Mstep: Class 9 contains 997 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44552 members 
Mstep: Class 13 contains 2381 members 
Mstep: Class 14 contains 52822 members 
Mstep: Class 15 contains 1288 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44176 members 
Mstep: Class 18 contains 46286 members 
Mstep: Class 19 contains 28562 members 
Mstep: Class 20 contains 47649 members 
Mstep: Class 21 contains 50436 members 
Mstep: Class 22 contains 49366 members 
Mstep: Class 23 contains 48865 members 
Mstep: Class 24 contains 2914 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 147Q: 24 clusters Score -1.111942e+08 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48876 members 
Mstep: Class 2 contains 49878 members 
Mstep: Class 3 contains 5295 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44198 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 46205 members 
Mstep: Class 8 contains 611 members 
Mstep: Class 9 contains 997 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44552 members 
Mstep: Class 13 contains 2381 members 
Mstep: Class 14 contains 52851 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44168 members 
Mstep: Class 18 contains 46322 members 
Mstep: Class 19 contains 28528 members 
Mstep: Class 20 contains 47660 members 
Mstep: Class 21 contains 50415 members 
Mstep: Class 22 contains 49377 members 
Mstep: Class 23 contains 48849 members 
Mstep: Class 24 contains 2909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111194184.000000 Penalty: 76057.484375
Iteration 148Q: 24 clusters Score -1.111942e+08 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48889 members 
Mstep: Class 2 contains 49849 members 
Mstep: Class 3 contains 5292 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44215 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 46195 members 
Mstep: Class 8 contains 611 members 
Mstep: Class 9 contains 997 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44548 members 
Mstep: Class 13 contains 2381 members 
Mstep: Class 14 contains 52876 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44168 members 
Mstep: Class 18 contains 46329 members 
Mstep: Class 19 contains 28505 members 
Mstep: Class 20 contains 47681 members 
Mstep: Class 21 contains 50433 members 
Mstep: Class 22 contains 49362 members 
Mstep: Class 23 contains 48848 members 
Mstep: Class 24 contains 2894 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 149Q: 24 clusters Score -1.111939e+08 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48893 members 
Mstep: Class 2 contains 49838 members 
Mstep: Class 3 contains 5292 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44218 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 46190 members 
Mstep: Class 8 contains 611 members 
Mstep: Class 9 contains 997 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44546 members 
Mstep: Class 13 contains 2380 members 
Mstep: Class 14 contains 52894 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 44167 members 
Mstep: Class 18 contains 46325 members 
Mstep: Class 19 contains 28475 members 
Mstep: Class 20 contains 47738 members 
Mstep: Class 21 contains 50425 members 
Mstep: Class 22 contains 49346 members 
Mstep: Class 23 contains 48851 members 
Mstep: Class 24 contains 2885 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 150Q: 24 clusters Score -1.111941e+08 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 49825 members 
Mstep: Class 3 contains 5293 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44206 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 46189 members 
Mstep: Class 8 contains 611 members 
Mstep: Class 9 contains 997 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44550 members 
Mstep: Class 13 contains 2380 members 
Mstep: Class 14 contains 52909 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 44163 members 
Mstep: Class 18 contains 46329 members 
Mstep: Class 19 contains 28449 members 
Mstep: Class 20 contains 47771 members 
Mstep: Class 21 contains 50402 members 
Mstep: Class 22 contains 49350 members 
Mstep: Class 23 contains 48868 members 
Mstep: Class 24 contains 2871 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 151Q: 24 clusters Score -1.111942e+08 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 49826 members 
Mstep: Class 3 contains 5298 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44221 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 46191 members 
Mstep: Class 8 contains 611 members 
Mstep: Class 9 contains 997 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44544 members 
Mstep: Class 13 contains 2380 members 
Mstep: Class 14 contains 52917 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 44160 members 
Mstep: Class 18 contains 46345 members 
Mstep: Class 19 contains 28418 members 
Mstep: Class 20 contains 47781 members 
Mstep: Class 21 contains 50384 members 
Mstep: Class 22 contains 49379 members 
Mstep: Class 23 contains 48860 members 
Mstep: Class 24 contains 2862 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 152Q: 24 clusters Score -1.111943e+08 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48909 members 
Mstep: Class 2 contains 49826 members 
Mstep: Class 3 contains 5305 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44231 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 46202 members 
Mstep: Class 8 contains 611 members 
Mstep: Class 9 contains 997 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44563 members 
Mstep: Class 13 contains 2380 members 
Mstep: Class 14 contains 52920 members 
Mstep: Class 15 contains 1287 members 
Mstep: Class 16 contains 622 members 
Mstep: Class 17 contains 44148 members 
Mstep: Class 18 contains 46345 members 
Mstep: Class 19 contains 28372 members 
Mstep: Class 20 contains 47779 members 
Mstep: Class 21 contains 50386 members 
Mstep: Class 22 contains 49380 members 
Mstep: Class 23 contains 48861 members 
Mstep: Class 24 contains 2856 members 
Entering Unmasked Estep 
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Iteration 153Q: 24 clusters Score -1.111945e+08 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48915 members 
Mstep: Class 2 contains 49797 members 
Mstep: Class 3 contains 5307 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44240 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 46208 members 
Mstep: Class 8 contains 611 members 
Mstep: Class 9 contains 997 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 44551 members 
Mstep: Class 13 contains 2379 members 
Mstep: Class 14 contains 52948 members 
Mstep: Class 15 contains 1286 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 44145 members 
Mstep: Class 18 contains 46353 members 
Mstep: Class 19 contains 28336 members 
Mstep: Class 20 contains 47805 members 
Mstep: Class 21 contains 50369 members 
Mstep: Class 22 contains 49402 members 
Mstep: Class 23 contains 48859 members 
Mstep: Class 24 contains 2850 members 
Entering Unmasked Estep 
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Iteration 154Q: 24 clusters Score -1.111945e+08 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48932 members 
Mstep: Class 2 contains 49790 members 
Mstep: Class 3 contains 5310 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44233 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 46216 members 
Mstep: Class 8 contains 611 members 
Mstep: Class 9 contains 997 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 44552 members 
Mstep: Class 13 contains 2379 members 
Mstep: Class 14 contains 52968 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 44157 members 
Mstep: Class 18 contains 46363 members 
Mstep: Class 19 contains 28276 members 
Mstep: Class 20 contains 47828 members 
Mstep: Class 21 contains 50347 members 
Mstep: Class 22 contains 49434 members 
Mstep: Class 23 contains 48838 members 
Mstep: Class 24 contains 2842 members 
Entering Unmasked Estep 
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Iteration 155Q: 24 clusters Score -1.111943e+08 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48952 members 
Mstep: Class 2 contains 49786 members 
Mstep: Class 3 contains 5313 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44220 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 46205 members 
Mstep: Class 8 contains 611 members 
Mstep: Class 9 contains 997 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 44542 members 
Mstep: Class 13 contains 2379 members 
Mstep: Class 14 contains 52997 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 44168 members 
Mstep: Class 18 contains 46379 members 
Mstep: Class 19 contains 28224 members 
Mstep: Class 20 contains 47859 members 
Mstep: Class 21 contains 50324 members 
Mstep: Class 22 contains 49453 members 
Mstep: Class 23 contains 48831 members 
Mstep: Class 24 contains 2833 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 156Q: 24 clusters Score -1.111943e+08 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48949 members 
Mstep: Class 2 contains 49782 members 
Mstep: Class 3 contains 5317 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44231 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 46197 members 
Mstep: Class 8 contains 611 members 
Mstep: Class 9 contains 997 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44545 members 
Mstep: Class 13 contains 2377 members 
Mstep: Class 14 contains 53014 members 
Mstep: Class 15 contains 1285 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 44197 members 
Mstep: Class 18 contains 46370 members 
Mstep: Class 19 contains 28182 members 
Mstep: Class 20 contains 47891 members 
Mstep: Class 21 contains 50293 members 
Mstep: Class 22 contains 49497 members 
Mstep: Class 23 contains 48796 members 
Mstep: Class 24 contains 2826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111194216.000000 Penalty: 76057.484375
Iteration 157Q: 24 clusters Score -1.111942e+08 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 48976 members 
Mstep: Class 2 contains 49780 members 
Mstep: Class 3 contains 5315 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44241 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 46199 members 
Mstep: Class 8 contains 611 members 
Mstep: Class 9 contains 997 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44529 members 
Mstep: Class 13 contains 2375 members 
Mstep: Class 14 contains 53013 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 44203 members 
Mstep: Class 18 contains 46386 members 
Mstep: Class 19 contains 28149 members 
Mstep: Class 20 contains 47893 members 
Mstep: Class 21 contains 50266 members 
Mstep: Class 22 contains 49524 members 
Mstep: Class 23 contains 48798 members 
Mstep: Class 24 contains 2818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111194480.000000 Penalty: 76057.484375
Iteration 158Q: 24 clusters Score -1.111945e+08 nChanged 1616
Entering ConstructFrom: 
Score: -111194480.000000 Penalty: 76057.484375
Entering ConstructFrom: 
Trying to split cluster 1 (49011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49011 members 
Entering Unmasked Estep 
Score: -9018816.000000 Penalty: 2678.350342
	Iteration 0F: 2 clusters Score -9018816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -8988056.000000 Penalty: 5356.700684
	Iteration 0F: 3 clusters Score -8988056 nChanged 22551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -9000802.000000 Penalty: 5356.700684
	Iteration 1F: 3 clusters Score -9000802 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -9001829.000000 Penalty: 5356.700684
	Iteration 2F: 3 clusters Score -9001829 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -9003146.000000 Penalty: 5356.700684
	Iteration 3F: 3 clusters Score -9003146 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 31353 members 
Entering Unmasked Estep 
Score: -9005048.000000 Penalty: 5356.700684
	Iteration 4F: 3 clusters Score -9005048 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -9007437.000000 Penalty: 5356.700684
	Iteration 5F: 3 clusters Score -9007437 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -9010041.000000 Penalty: 5356.700684
	Iteration 6F: 3 clusters Score -9010041 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 38266 members 
Entering Unmasked Estep 
Score: -9012300.000000 Penalty: 5356.700684
	Iteration 7F: 3 clusters Score -9012300 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 39614 members 
Entering Unmasked Estep 
Score: -9013801.000000 Penalty: 5356.700684
	Iteration 8Q: 3 clusters Score -9013801 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 40454 members 
Entering Unmasked Estep 
Score: -9014545.000000 Penalty: 5356.700684
	Iteration 9Q: 3 clusters Score -9014545 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -9015075.000000 Penalty: 5356.700684
	Iteration 10Q: 3 clusters Score -9015075 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -9015479.000000 Penalty: 5356.700684
	Iteration 11Q: 3 clusters Score -9015479 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 42147 members 
Entering Unmasked Estep 
Score: -9015760.000000 Penalty: 5356.700684
	Iteration 12Q: 3 clusters Score -9015760 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -9015930.000000 Penalty: 5356.700684
	Iteration 13Q: 3 clusters Score -9015930 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 42979 members 
Entering Unmasked Estep 
Score: -9016113.000000 Penalty: 5356.700684
	Iteration 14Q: 3 clusters Score -9016113 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 43346 members 
Entering Unmasked Estep 
Score: -9016271.000000 Penalty: 5356.700684
	Iteration 15Q: 3 clusters Score -9016271 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 43667 members 
Entering Unmasked Estep 
Score: -9016380.000000 Penalty: 5356.700684
	Iteration 16Q: 3 clusters Score -9016380 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 43988 members 
Entering Unmasked Estep 
Score: -9016572.000000 Penalty: 5356.700684
	Iteration 17Q: 3 clusters Score -9016572 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 44267 members 
Entering Unmasked Estep 
Score: -9016692.000000 Penalty: 5356.700684
	Iteration 18Q: 3 clusters Score -9016692 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 44502 members 
Entering Unmasked Estep 
Score: -9016770.000000 Penalty: 5356.700684
	Iteration 19Q: 3 clusters Score -9016770 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 44732 members 
Entering Unmasked Estep 
Score: -9016887.000000 Penalty: 5356.700684
	Iteration 20F: 3 clusters Score -9016887 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -9016942.000000 Penalty: 5356.700684
	Iteration 21Q: 3 clusters Score -9016942 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -9016937.000000 Penalty: 5356.700684
	Iteration 22Q: 3 clusters Score -9016937 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 45222 members 
Entering Unmasked Estep 
Score: -9016973.000000 Penalty: 5356.700684
	Iteration 23Q: 3 clusters Score -9016973 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -9017003.000000 Penalty: 5356.700684
	Iteration 24Q: 3 clusters Score -9017003 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 45458 members 
Entering Unmasked Estep 
Score: -9017024.000000 Penalty: 5356.700684
	Iteration 25Q: 3 clusters Score -9017024 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 45595 members 
Entering Unmasked Estep 
Score: -9017038.000000 Penalty: 5356.700684
	Iteration 26Q: 3 clusters Score -9017038 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 45718 members 
Entering Unmasked Estep 
Score: -9017058.000000 Penalty: 5356.700684
	Iteration 27Q: 3 clusters Score -9017058 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 45841 members 
Entering Unmasked Estep 
Score: -9017079.000000 Penalty: 5356.700684
	Iteration 28Q: 3 clusters Score -9017079 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -9017066.000000 Penalty: 5356.700684
	Iteration 29Q: 3 clusters Score -9017066 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 46069 members 
Entering Unmasked Estep 
Score: -9017077.000000 Penalty: 5356.700684
	Iteration 30Q: 3 clusters Score -9017077 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -9017102.000000 Penalty: 5356.700684
	Iteration 31Q: 3 clusters Score -9017102 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 46273 members 
Entering Unmasked Estep 
Score: -9017090.000000 Penalty: 5356.700684
	Iteration 32Q: 3 clusters Score -9017090 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 46351 members 
Entering Unmasked Estep 
Score: -9017086.000000 Penalty: 5356.700684
	Iteration 33Q: 3 clusters Score -9017086 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 46423 members 
Entering Unmasked Estep 
Score: -9017081.000000 Penalty: 5356.700684
	Iteration 34Q: 3 clusters Score -9017081 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 46489 members 
Entering Unmasked Estep 
Score: -9017072.000000 Penalty: 5356.700684
	Iteration 35Q: 3 clusters Score -9017072 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 46546 members 
Entering Unmasked Estep 
Score: -9017077.000000 Penalty: 5356.700684
	Iteration 36Q: 3 clusters Score -9017077 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 46609 members 
Entering Unmasked Estep 
Score: -9017090.000000 Penalty: 5356.700684
	Iteration 37Q: 3 clusters Score -9017090 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 46662 members 
Entering Unmasked Estep 
Score: -9017094.000000 Penalty: 5356.700684
	Iteration 38Q: 3 clusters Score -9017094 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 46725 members 
Entering Unmasked Estep 
Score: -9017105.000000 Penalty: 5356.700684
	Iteration 39Q: 3 clusters Score -9017105 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 46788 members 
Entering Unmasked Estep 
Score: -9017088.000000 Penalty: 5356.700684
	Iteration 40F: 3 clusters Score -9017088 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 46864 members 
Entering Unmasked Estep 
Score: -9017059.000000 Penalty: 5356.700684
	Iteration 41Q: 3 clusters Score -9017059 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 46925 members 
Entering Unmasked Estep 
Score: -9017062.000000 Penalty: 5356.700684
	Iteration 42Q: 3 clusters Score -9017062 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 46977 members 
Entering Unmasked Estep 
Score: -9017054.000000 Penalty: 5356.700684
	Iteration 43Q: 3 clusters Score -9017054 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 47020 members 
Entering Unmasked Estep 
Score: -9017051.000000 Penalty: 5356.700684
	Iteration 44Q: 3 clusters Score -9017051 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 47059 members 
Entering Unmasked Estep 
Score: -9017061.000000 Penalty: 5356.700684
	Iteration 45Q: 3 clusters Score -9017061 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 47107 members 
Entering Unmasked Estep 
Score: -9017066.000000 Penalty: 5356.700684
	Iteration 46Q: 3 clusters Score -9017066 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 47159 members 
Entering Unmasked Estep 
Score: -9017062.000000 Penalty: 5356.700684
	Iteration 47Q: 3 clusters Score -9017062 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 47197 members 
Entering Unmasked Estep 
Score: -9017051.000000 Penalty: 5356.700684
	Iteration 48Q: 3 clusters Score -9017051 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 47223 members 
Entering Unmasked Estep 
Score: -9017035.000000 Penalty: 5356.700684
	Iteration 49Q: 3 clusters Score -9017035 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 47254 members 
Entering Unmasked Estep 
Score: -9017028.000000 Penalty: 5356.700684
	Iteration 50Q: 3 clusters Score -9017028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 47274 members 
Entering Unmasked Estep 
Score: -9017029.000000 Penalty: 5356.700684
	Iteration 51Q: 3 clusters Score -9017029 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -9017019.000000 Penalty: 5356.700684
	Iteration 52Q: 3 clusters Score -9017019 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 47307 members 
Entering Unmasked Estep 
Score: -9017022.000000 Penalty: 5356.700684
	Iteration 53Q: 3 clusters Score -9017022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -9017012.000000 Penalty: 5356.700684
	Iteration 54Q: 3 clusters Score -9017012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 47346 members 
Entering Unmasked Estep 
Score: -9017009.000000 Penalty: 5356.700684
	Iteration 55Q: 3 clusters Score -9017009 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 47365 members 
Entering Unmasked Estep 
Score: -9017001.000000 Penalty: 5356.700684
	Iteration 56Q: 3 clusters Score -9017001 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 47383 members 
Entering Unmasked Estep 
Score: -9016993.000000 Penalty: 5356.700684
	Iteration 57Q: 3 clusters Score -9016993 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 47404 members 
Entering Unmasked Estep 
Score: -9016999.000000 Penalty: 5356.700684
	Iteration 58Q: 3 clusters Score -9016999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 47419 members 
Entering Unmasked Estep 
Score: -9016991.000000 Penalty: 5356.700684
	Iteration 59Q: 3 clusters Score -9016991 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 47435 members 
Entering Unmasked Estep 
Score: -9016990.000000 Penalty: 5356.700684
	Iteration 60F: 3 clusters Score -9016990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 47447 members 
Entering Unmasked Estep 
Score: -9016997.000000 Penalty: 5356.700684
	Iteration 61Q: 3 clusters Score -9016997 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 47463 members 
Entering Unmasked Estep 
Score: -9016990.000000 Penalty: 5356.700684
	Iteration 62Q: 3 clusters Score -9016990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 47477 members 
Entering Unmasked Estep 
Score: -9017002.000000 Penalty: 5356.700684
	Iteration 63Q: 3 clusters Score -9017002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 47491 members 
Entering Unmasked Estep 
Score: -9016992.000000 Penalty: 5356.700684
	Iteration 64Q: 3 clusters Score -9016992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -9017003.000000 Penalty: 5356.700684
	Iteration 65Q: 3 clusters Score -9017003 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -9016996.000000 Penalty: 5356.700684
	Iteration 66Q: 3 clusters Score -9016996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 47543 members 
Entering Unmasked Estep 
Score: -9017011.000000 Penalty: 5356.700684
	Iteration 67Q: 3 clusters Score -9017011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 47555 members 
Entering Unmasked Estep 
Score: -9017014.000000 Penalty: 5356.700684
	Iteration 68Q: 3 clusters Score -9017014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 47566 members 
Entering Unmasked Estep 
Score: -9017014.000000 Penalty: 5356.700684
	Iteration 69Q: 3 clusters Score -9017014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 47574 members 
Entering Unmasked Estep 
Score: -9017018.000000 Penalty: 5356.700684
	Iteration 70Q: 3 clusters Score -9017018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 47581 members 
Entering Unmasked Estep 
Score: -9017013.000000 Penalty: 5356.700684
	Iteration 71Q: 3 clusters Score -9017013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -9017013.000000 Penalty: 5356.700684
	Iteration 72Q: 3 clusters Score -9017013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 47601 members 
Entering Unmasked Estep 
Score: -9017017.000000 Penalty: 5356.700684
	Iteration 73Q: 3 clusters Score -9017017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 47615 members 
Entering Unmasked Estep 
Score: -9017001.000000 Penalty: 5356.700684
	Iteration 74Q: 3 clusters Score -9017001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 47627 members 
Entering Unmasked Estep 
Score: -9017006.000000 Penalty: 5356.700684
	Iteration 75Q: 3 clusters Score -9017006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 47636 members 
Entering Unmasked Estep 
Score: -9017001.000000 Penalty: 5356.700684
	Iteration 76Q: 3 clusters Score -9017001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 47644 members 
Entering Unmasked Estep 
Score: -9017003.000000 Penalty: 5356.700684
	Iteration 77Q: 3 clusters Score -9017003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 47648 members 
Entering Unmasked Estep 
Score: -9017009.000000 Penalty: 5356.700684
	Iteration 78Q: 3 clusters Score -9017009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 47652 members 
Entering Unmasked Estep 
Score: -9017005.000000 Penalty: 5356.700684
	Iteration 79Q: 3 clusters Score -9017005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 47654 members 
Entering Unmasked Estep 
Score: -9017001.000000 Penalty: 5356.700684
	Iteration 80F: 3 clusters Score -9017001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 47656 members 
Entering Unmasked Estep 
Score: -9016999.000000 Penalty: 5356.700684
	Iteration 81Q: 3 clusters Score -9016999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 47657 members 
Entering Unmasked Estep 
Score: -9016995.000000 Penalty: 5356.700684
	Iteration 82Q: 3 clusters Score -9016995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 47657 members 
Entering Unmasked Estep 
Score: -9016995.000000 Penalty: 5356.700684
	Iteration 83F: 3 clusters Score -9016995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (49777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49777 members 
Entering Unmasked Estep 
Score: -9101332.000000 Penalty: 2682.196533
	Iteration 0F: 2 clusters Score -9101332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -9070044.000000 Penalty: 5364.393066
	Iteration 0F: 3 clusters Score -9070044 nChanged 23033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 25339 members 
Entering Unmasked Estep 
Score: -9082751.000000 Penalty: 5364.393066
	Iteration 1F: 3 clusters Score -9082751 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -9083235.000000 Penalty: 5364.393066
	Iteration 2Q: 3 clusters Score -9083235 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -9083790.000000 Penalty: 5364.393066
	Iteration 3Q: 3 clusters Score -9083790 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -9084315.000000 Penalty: 5364.393066
	Iteration 4Q: 3 clusters Score -9084315 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -9084847.000000 Penalty: 5364.393066
	Iteration 5Q: 3 clusters Score -9084847 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -9085501.000000 Penalty: 5364.393066
	Iteration 6Q: 3 clusters Score -9085501 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -9086399.000000 Penalty: 5364.393066
	Iteration 7Q: 3 clusters Score -9086399 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -9087605.000000 Penalty: 5364.393066
	Iteration 8Q: 3 clusters Score -9087605 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -9089410.000000 Penalty: 5364.393066
	Iteration 9F: 3 clusters Score -9089410 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -9091665.000000 Penalty: 5364.393066
	Iteration 10F: 3 clusters Score -9091665 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -9094233.000000 Penalty: 5364.393066
	Iteration 11F: 3 clusters Score -9094233 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 44917 members 
Entering Unmasked Estep 
Score: -9096340.000000 Penalty: 5364.393066
	Iteration 12F: 3 clusters Score -9096340 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 47022 members 
Entering Unmasked Estep 
Score: -9097527.000000 Penalty: 5364.393066
	Iteration 13Q: 3 clusters Score -9097527 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 48301 members 
Entering Unmasked Estep 
Score: -9098221.000000 Penalty: 5364.393066
	Iteration 14Q: 3 clusters Score -9098221 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 48959 members 
Entering Unmasked Estep 
Score: -9098643.000000 Penalty: 5364.393066
	Iteration 15Q: 3 clusters Score -9098643 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 49262 members 
Entering Unmasked Estep 
Score: -9098792.000000 Penalty: 5364.393066
	Iteration 16Q: 3 clusters Score -9098792 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 49388 members 
Entering Unmasked Estep 
Score: -9098899.000000 Penalty: 5364.393066
	Iteration 17Q: 3 clusters Score -9098899 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 49436 members 
Entering Unmasked Estep 
Score: -9098958.000000 Penalty: 5364.393066
	Iteration 18Q: 3 clusters Score -9098958 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 49474 members 
Entering Unmasked Estep 
Score: -9098994.000000 Penalty: 5364.393066
	Iteration 19Q: 3 clusters Score -9098994 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 49500 members 
Entering Unmasked Estep 
Score: -9099014.000000 Penalty: 5364.393066
	Iteration 20F: 3 clusters Score -9099014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 49511 members 
Entering Unmasked Estep 
Score: -9099037.000000 Penalty: 5364.393066
	Iteration 21Q: 3 clusters Score -9099037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 49521 members 
Entering Unmasked Estep 
Score: -9099057.000000 Penalty: 5364.393066
	Iteration 22Q: 3 clusters Score -9099057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 49525 members 
Entering Unmasked Estep 
Score: -9099051.000000 Penalty: 5364.393066
	Iteration 23Q: 3 clusters Score -9099051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 49530 members 
Entering Unmasked Estep 
Score: -9099060.000000 Penalty: 5364.393066
	Iteration 24Q: 3 clusters Score -9099060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 49531 members 
Entering Unmasked Estep 
Score: -9099065.000000 Penalty: 5364.393066
	Iteration 25Q: 3 clusters Score -9099065 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 49531 members 
Entering Unmasked Estep 
Score: -9099060.000000 Penalty: 5364.393066
	Iteration 26Q: 3 clusters Score -9099060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 49530 members 
Entering Unmasked Estep 
Score: -9099069.000000 Penalty: 5364.393066
	Iteration 27Q: 3 clusters Score -9099069 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 49530 members 
Entering Unmasked Estep 
Score: -9099069.000000 Penalty: 5364.393066
	Iteration 28F: 3 clusters Score -9099069 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Entering Unmasked Estep 
Score: -970917.687500 Penalty: 2127.602051
	Iteration 0F: 2 clusters Score -970917.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -966113.625000 Penalty: 4255.204102
	Iteration 0F: 3 clusters Score -966113.6 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -967259.937500 Penalty: 4255.204102
	Iteration 1F: 3 clusters Score -967259.9 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -967461.562500 Penalty: 4255.204102
	Iteration 2F: 3 clusters Score -967461.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -967598.875000 Penalty: 4255.204102
	Iteration 3Q: 3 clusters Score -967598.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -967717.250000 Penalty: 4255.204102
	Iteration 4Q: 3 clusters Score -967717.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -967844.750000 Penalty: 4255.204102
	Iteration 5Q: 3 clusters Score -967844.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -967978.625000 Penalty: 4255.204102
	Iteration 6Q: 3 clusters Score -967978.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -968079.750000 Penalty: 4255.204102
	Iteration 7Q: 3 clusters Score -968079.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -968185.937500 Penalty: 4255.204102
	Iteration 8Q: 3 clusters Score -968185.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -968287.437500 Penalty: 4255.204102
	Iteration 9Q: 3 clusters Score -968287.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -968361.250000 Penalty: 4255.204102
	Iteration 10Q: 3 clusters Score -968361.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -968406.937500 Penalty: 4255.204102
	Iteration 11Q: 3 clusters Score -968406.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -968452.187500 Penalty: 4255.204102
	Iteration 12Q: 3 clusters Score -968452.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -968495.000000 Penalty: 4255.204102
	Iteration 13Q: 3 clusters Score -968495 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -968532.437500 Penalty: 4255.204102
	Iteration 14Q: 3 clusters Score -968532.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -968570.062500 Penalty: 4255.204102
	Iteration 15Q: 3 clusters Score -968570.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -968599.687500 Penalty: 4255.204102
	Iteration 16Q: 3 clusters Score -968599.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -968621.187500 Penalty: 4255.204102
	Iteration 17Q: 3 clusters Score -968621.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -968641.187500 Penalty: 4255.204102
	Iteration 18Q: 3 clusters Score -968641.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -968662.812500 Penalty: 4255.204102
	Iteration 19Q: 3 clusters Score -968662.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -968686.500000 Penalty: 4255.204102
	Iteration 20F: 3 clusters Score -968686.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -968703.437500 Penalty: 4255.204102
	Iteration 21Q: 3 clusters Score -968703.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -968715.875000 Penalty: 4255.204102
	Iteration 22Q: 3 clusters Score -968715.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -968729.000000 Penalty: 4255.204102
	Iteration 23Q: 3 clusters Score -968729 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -968746.437500 Penalty: 4255.204102
	Iteration 24Q: 3 clusters Score -968746.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -968756.187500 Penalty: 4255.204102
	Iteration 25Q: 3 clusters Score -968756.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -968765.250000 Penalty: 4255.204102
	Iteration 26Q: 3 clusters Score -968765.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -968774.875000 Penalty: 4255.204102
	Iteration 27Q: 3 clusters Score -968774.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -968782.500000 Penalty: 4255.204102
	Iteration 28Q: 3 clusters Score -968782.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -968794.437500 Penalty: 4255.204102
	Iteration 29Q: 3 clusters Score -968794.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -968801.187500 Penalty: 4255.204102
	Iteration 30Q: 3 clusters Score -968801.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -968810.000000 Penalty: 4255.204102
	Iteration 31Q: 3 clusters Score -968810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -968818.937500 Penalty: 4255.204102
	Iteration 32Q: 3 clusters Score -968818.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -968824.875000 Penalty: 4255.204102
	Iteration 33Q: 3 clusters Score -968824.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -968831.062500 Penalty: 4255.204102
	Iteration 34Q: 3 clusters Score -968831.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -968833.437500 Penalty: 4255.204102
	Iteration 35Q: 3 clusters Score -968833.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -968837.750000 Penalty: 4255.204102
	Iteration 36Q: 3 clusters Score -968837.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -968840.625000 Penalty: 4255.204102
	Iteration 37Q: 3 clusters Score -968840.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -968840.125000 Penalty: 4255.204102
	Iteration 38Q: 3 clusters Score -968840.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -968842.687500 Penalty: 4255.204102
	Iteration 39Q: 3 clusters Score -968842.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -968845.312500 Penalty: 4255.204102
	Iteration 40F: 3 clusters Score -968845.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -968847.125000 Penalty: 4255.204102
	Iteration 41Q: 3 clusters Score -968847.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -968850.687500 Penalty: 4255.204102
	Iteration 42Q: 3 clusters Score -968850.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -968852.312500 Penalty: 4255.204102
	Iteration 43Q: 3 clusters Score -968852.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -968853.687500 Penalty: 4255.204102
	Iteration 44Q: 3 clusters Score -968853.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -968855.375000 Penalty: 4255.204102
	Iteration 45Q: 3 clusters Score -968855.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -968855.812500 Penalty: 4255.204102
	Iteration 46Q: 3 clusters Score -968855.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -968858.000000 Penalty: 4255.204102
	Iteration 47Q: 3 clusters Score -968858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -968857.625000 Penalty: 4255.204102
	Iteration 48Q: 3 clusters Score -968857.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -968861.812500 Penalty: 4255.204102
	Iteration 49Q: 3 clusters Score -968861.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -968863.125000 Penalty: 4255.204102
	Iteration 50Q: 3 clusters Score -968863.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -968863.187500 Penalty: 4255.204102
	Iteration 51Q: 3 clusters Score -968863.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -968864.250000 Penalty: 4255.204102
	Iteration 52Q: 3 clusters Score -968864.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -968866.875000 Penalty: 4255.204102
	Iteration 53Q: 3 clusters Score -968866.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -968869.312500 Penalty: 4255.204102
	Iteration 54Q: 3 clusters Score -968869.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -968868.562500 Penalty: 4255.204102
	Iteration 55Q: 3 clusters Score -968868.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -968869.625000 Penalty: 4255.204102
	Iteration 56Q: 3 clusters Score -968869.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -968871.125000 Penalty: 4255.204102
	Iteration 57Q: 3 clusters Score -968871.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -968870.937500 Penalty: 4255.204102
	Iteration 58Q: 3 clusters Score -968870.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -968872.562500 Penalty: 4255.204102
	Iteration 59Q: 3 clusters Score -968872.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -968872.687500 Penalty: 4255.204102
	Iteration 60F: 3 clusters Score -968872.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -968874.562500 Penalty: 4255.204102
	Iteration 61Q: 3 clusters Score -968874.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -968874.625000 Penalty: 4255.204102
	Iteration 62Q: 3 clusters Score -968874.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -968874.875000 Penalty: 4255.204102
	Iteration 63Q: 3 clusters Score -968874.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -968877.062500 Penalty: 4255.204102
	Iteration 64Q: 3 clusters Score -968877.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -968877.187500 Penalty: 4255.204102
	Iteration 65Q: 3 clusters Score -968877.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -968877.812500 Penalty: 4255.204102
	Iteration 66Q: 3 clusters Score -968877.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -968877.812500 Penalty: 4255.204102
	Iteration 67F: 3 clusters Score -968877.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -31515.798828 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -31515.8 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 221 members 
Entering Unmasked Estep 
Score: -30288.626953 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -30288.63 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -30571.072266 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -30571.07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30690.095703 Penalty: 2965.527344
	Iteration 2F: 3 clusters Score -30690.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -30772.988281 Penalty: 2965.527344
	Iteration 3Q: 3 clusters Score -30772.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -30822.919922 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -30822.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -30886.281250 Penalty: 2965.527344
	Iteration 5Q: 3 clusters Score -30886.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -30925.292969 Penalty: 2965.527344
	Iteration 6Q: 3 clusters Score -30925.29 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -30973.447266 Penalty: 2965.527344
	Iteration 7Q: 3 clusters Score -30973.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -30993.281250 Penalty: 2965.527344
	Iteration 8Q: 3 clusters Score -30993.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -30995.142578 Penalty: 2965.527344
	Iteration 9Q: 3 clusters Score -30995.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -30997.478516 Penalty: 2965.527344
	Iteration 10F: 3 clusters Score -30997.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -31002.220703 Penalty: 2965.527344
	Iteration 11Q: 3 clusters Score -31002.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -31004.605469 Penalty: 2965.527344
	Iteration 12Q: 3 clusters Score -31004.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -31006.873047 Penalty: 2965.527344
	Iteration 13Q: 3 clusters Score -31006.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -31006.873047 Penalty: 2965.527344
	Iteration 14F: 3 clusters Score -31006.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44243 members 
Entering Unmasked Estep 
Score: -8103328.000000 Penalty: 2652.968262
	Iteration 0F: 2 clusters Score -8103328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -8074443.500000 Penalty: 5305.936523
	Iteration 0F: 3 clusters Score -8074444 nChanged 20528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -8085556.000000 Penalty: 5305.936523
	Iteration 1F: 3 clusters Score -8085556 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -8086031.000000 Penalty: 5305.936523
	Iteration 2Q: 3 clusters Score -8086031 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -8086452.500000 Penalty: 5305.936523
	Iteration 3Q: 3 clusters Score -8086452 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -8086866.500000 Penalty: 5305.936523
	Iteration 4Q: 3 clusters Score -8086866 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -8087354.500000 Penalty: 5305.936523
	Iteration 5Q: 3 clusters Score -8087354 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -8088046.500000 Penalty: 5305.936523
	Iteration 6Q: 3 clusters Score -8088046 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -8089090.500000 Penalty: 5305.936523
	Iteration 7Q: 3 clusters Score -8089090 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -8090841.000000 Penalty: 5305.936523
	Iteration 8F: 3 clusters Score -8090841 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -8093453.000000 Penalty: 5305.936523
	Iteration 9F: 3 clusters Score -8093453 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38749 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -8096634.000000 Penalty: 5305.936523
	Iteration 10F: 3 clusters Score -8096634 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -8099183.500000 Penalty: 5305.936523
	Iteration 11F: 3 clusters Score -8099184 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42930 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -8100247.500000 Penalty: 5305.936523
	Iteration 12Q: 3 clusters Score -8100248 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -8100654.500000 Penalty: 5305.936523
	Iteration 13Q: 3 clusters Score -8100654 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -8100840.000000 Penalty: 5305.936523
	Iteration 14Q: 3 clusters Score -8100840 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43856 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8100927.500000 Penalty: 5305.936523
	Iteration 15Q: 3 clusters Score -8100928 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -8100972.500000 Penalty: 5305.936523
	Iteration 16Q: 3 clusters Score -8100972 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8101013.500000 Penalty: 5305.936523
	Iteration 17Q: 3 clusters Score -8101014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8101040.500000 Penalty: 5305.936523
	Iteration 18Q: 3 clusters Score -8101040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43949 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8101048.500000 Penalty: 5305.936523
	Iteration 19Q: 3 clusters Score -8101048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -8101064.000000 Penalty: 5305.936523
	Iteration 20F: 3 clusters Score -8101064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8101070.000000 Penalty: 5305.936523
	Iteration 21Q: 3 clusters Score -8101070 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43965 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8101082.500000 Penalty: 5305.936523
	Iteration 22Q: 3 clusters Score -8101082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -8101089.500000 Penalty: 5305.936523
	Iteration 23Q: 3 clusters Score -8101090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43971 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8101086.000000 Penalty: 5305.936523
	Iteration 24Q: 3 clusters Score -8101086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43971 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8101091.000000 Penalty: 5305.936523
	Iteration 25Q: 3 clusters Score -8101091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8101090.000000 Penalty: 5305.936523
	Iteration 26Q: 3 clusters Score -8101090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -8101092.000000 Penalty: 5305.936523
	Iteration 27Q: 3 clusters Score -8101092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -8101092.000000 Penalty: 5305.936523
	Iteration 28F: 3 clusters Score -8101092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Entering Unmasked Estep 
Score: -119262.648438 Penalty: 1685.335083
	Iteration 0F: 2 clusters Score -119262.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -117495.945312 Penalty: 3370.670166
	Iteration 0F: 3 clusters Score -117495.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -118056.335938 Penalty: 3370.670166
	Iteration 1F: 3 clusters Score -118056.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -118411.312500 Penalty: 3370.670166
	Iteration 2F: 3 clusters Score -118411.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -118712.539062 Penalty: 3370.670166
	Iteration 3F: 3 clusters Score -118712.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -118930.156250 Penalty: 3370.670166
	Iteration 4F: 3 clusters Score -118930.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -119091.625000 Penalty: 3370.670166
	Iteration 5Q: 3 clusters Score -119091.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -119257.843750 Penalty: 3370.670166
	Iteration 6Q: 3 clusters Score -119257.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -119361.468750 Penalty: 3370.670166
	Iteration 7Q: 3 clusters Score -119361.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -119394.617188 Penalty: 3370.670166
	Iteration 8Q: 3 clusters Score -119394.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -119423.734375 Penalty: 3370.670166
	Iteration 9Q: 3 clusters Score -119423.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -119443.640625 Penalty: 3370.670166
	Iteration 10Q: 3 clusters Score -119443.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -119471.585938 Penalty: 3370.670166
	Iteration 11Q: 3 clusters Score -119471.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -119500.406250 Penalty: 3370.670166
	Iteration 12Q: 3 clusters Score -119500.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -119522.695312 Penalty: 3370.670166
	Iteration 13Q: 3 clusters Score -119522.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -119540.992188 Penalty: 3370.670166
	Iteration 14Q: 3 clusters Score -119541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -119559.117188 Penalty: 3370.670166
	Iteration 15Q: 3 clusters Score -119559.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -119577.296875 Penalty: 3370.670166
	Iteration 16Q: 3 clusters Score -119577.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -119593.992188 Penalty: 3370.670166
	Iteration 17Q: 3 clusters Score -119594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -119594.953125 Penalty: 3370.670166
	Iteration 18Q: 3 clusters Score -119595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -119606.859375 Penalty: 3370.670166
	Iteration 19F: 3 clusters Score -119606.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -119631.367188 Penalty: 3370.670166
	Iteration 20F: 3 clusters Score -119631.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -119639.929688 Penalty: 3370.670166
	Iteration 21Q: 3 clusters Score -119639.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -119644.164062 Penalty: 3370.670166
	Iteration 22Q: 3 clusters Score -119644.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -119646.242188 Penalty: 3370.670166
	Iteration 23Q: 3 clusters Score -119646.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -119646.242188 Penalty: 3370.670166
	Iteration 24F: 3 clusters Score -119646.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49011 members 
Mstep: Class 2 contains 49777 members 
Mstep: Class 3 contains 5319 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44243 members 
Mstep: Class 6 contains 417 members 
Mstep: Class 7 contains 46195 members 
Mstep: Class 8 contains 611 members 
Mstep: Class 9 contains 997 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 11 contains 477 members 
Mstep: Class 12 contains 44515 members 
Mstep: Class 13 contains 2374 members 
Mstep: Class 14 contains 53004 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 44222 members 
Mstep: Class 18 contains 46386 members 
Mstep: Class 19 contains 28108 members 
Mstep: Class 20 contains 47890 members 
Mstep: Class 21 contains 50241 members 
Mstep: Class 22 contains 49574 members 
Mstep: Class 23 contains 48799 members 
Mstep: Class 24 contains 2807 members 
Entering Unmasked Estep 
Score: -111193336.000000 Penalty: 79364.328125
Splitting cluster 6 changes total score from -111194480.000000 to -111193336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (46195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46195 members 
Entering Unmasked Estep 
Score: -8443650.000000 Penalty: 2663.675537
	Iteration 0F: 2 clusters Score -8443650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -8414050.000000 Penalty: 5327.351074
	Iteration 0F: 3 clusters Score -8414050 nChanged 21328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -8425826.000000 Penalty: 5327.351074
	Iteration 1F: 3 clusters Score -8425826 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -8426534.000000 Penalty: 5327.351074
	Iteration 2Q: 3 clusters Score -8426534 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -8427295.000000 Penalty: 5327.351074
	Iteration 3Q: 3 clusters Score -8427295 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -8428243.000000 Penalty: 5327.351074
	Iteration 4Q: 3 clusters Score -8428243 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 23785 members 
Entering Unmasked Estep 
Score: -8429399.000000 Penalty: 5327.351074
	Iteration 5Q: 3 clusters Score -8429399 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -8430725.000000 Penalty: 5327.351074
	Iteration 6F: 3 clusters Score -8430725 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 25202 members 
Entering Unmasked Estep 
Score: -8432368.000000 Penalty: 5327.351074
	Iteration 7F: 3 clusters Score -8432368 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -8434328.000000 Penalty: 5327.351074
	Iteration 8F: 3 clusters Score -8434328 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -8436342.000000 Penalty: 5327.351074
	Iteration 9F: 3 clusters Score -8436342 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -8437837.000000 Penalty: 5327.351074
	Iteration 10F: 3 clusters Score -8437837 nChanged 1597
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 29051 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -8438613 nChanged 1141
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8439054 nChanged 837
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 30441 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8439380 nChanged 753
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8439684 nChanged 691
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8439931 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8440191 nChanged 595
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8440423 nChanged 549
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Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8440589 nChanged 556
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8440796 nChanged 568
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8440938 nChanged 515
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Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8441087 nChanged 496
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8441241 nChanged 446
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8441323 nChanged 420
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8441415 nChanged 421
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Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8441477 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8441559 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 37433 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8441640 nChanged 323
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8441709 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8441743 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8441806 nChanged 305
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 38698 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8441842 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 38999 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8441932 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8442024 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 39631 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8442075 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8442131 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8442214 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8442274 nChanged 260
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8442318 nChanged 247
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8442385 nChanged 214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 41247 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8442420 nChanged 208
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 41455 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8442471 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 41641 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8442505 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 41802 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8442519 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 41965 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8442525 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8442528 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8442534 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 42371 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8442563 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8442534 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8442556 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 42681 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8442546 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 42771 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8442534 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -8442523.000000 Penalty: 5327.351074
	Iteration 52Q: 3 clusters Score -8442523 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 42913 members 
Entering Unmasked Estep 
Score: -8442511.000000 Penalty: 5327.351074
	Iteration 53Q: 3 clusters Score -8442511 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -8442516.000000 Penalty: 5327.351074
	Iteration 54Q: 3 clusters Score -8442516 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 43040 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8442516 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -8442507.000000 Penalty: 5327.351074
	Iteration 56Q: 3 clusters Score -8442507 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -8442503.000000 Penalty: 5327.351074
	Iteration 57Q: 3 clusters Score -8442503 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 43203 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8442510 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8442510 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 43283 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8442504 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 43311 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8442501 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8442492 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 43375 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8442499 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -8442484.000000 Penalty: 5327.351074
	Iteration 64Q: 3 clusters Score -8442484 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 43453 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8442470 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 43485 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8442486 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
Score: -8442488.000000 Penalty: 5327.351074
	Iteration 67Q: 3 clusters Score -8442488 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 43558 members 
Entering Unmasked Estep 
Score: -8442479.000000 Penalty: 5327.351074
	Iteration 68Q: 3 clusters Score -8442479 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -8442473.000000 Penalty: 5327.351074
	Iteration 69Q: 3 clusters Score -8442473 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 43638 members 
Entering Unmasked Estep 
Score: -8442473.000000 Penalty: 5327.351074
	Iteration 70Q: 3 clusters Score -8442473 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 43670 members 
Entering Unmasked Estep 
Score: -8442483.000000 Penalty: 5327.351074
	Iteration 71Q: 3 clusters Score -8442483 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -8442463.000000 Penalty: 5327.351074
	Iteration 72Q: 3 clusters Score -8442463 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 43736 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8442453 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 43767 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8442475 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8442474 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8442484 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8442490 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 43891 members 
Entering Unmasked Estep 
Score: -8442478.000000 Penalty: 5327.351074
	Iteration 78Q: 3 clusters Score -8442478 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 43919 members 
Entering Unmasked Estep 
Score: -8442473.000000 Penalty: 5327.351074
	Iteration 79Q: 3 clusters Score -8442473 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 43948 members 
Entering Unmasked Estep 
Score: -8442470.000000 Penalty: 5327.351074
	Iteration 80F: 3 clusters Score -8442470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 43969 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8442470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 43991 members 
Entering Unmasked Estep 
Score: -8442462.000000 Penalty: 5327.351074
	Iteration 82Q: 3 clusters Score -8442462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
Score: -8442467.000000 Penalty: 5327.351074
	Iteration 83Q: 3 clusters Score -8442467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 44025 members 
Entering Unmasked Estep 
Score: -8442469.000000 Penalty: 5327.351074
	Iteration 84Q: 3 clusters Score -8442469 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 44045 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8442478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 44058 members 
Entering Unmasked Estep 
Score: -8442480.000000 Penalty: 5327.351074
	Iteration 86Q: 3 clusters Score -8442480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -8442483.000000 Penalty: 5327.351074
	Iteration 87Q: 3 clusters Score -8442483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 44088 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8442477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 44098 members 
Entering Unmasked Estep 
Score: -8442475.000000 Penalty: 5327.351074
	Iteration 89Q: 3 clusters Score -8442475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -8442465.000000 Penalty: 5327.351074
	Iteration 90Q: 3 clusters Score -8442465 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -8442472.000000 Penalty: 5327.351074
	Iteration 91Q: 3 clusters Score -8442472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 44142 members 
Entering Unmasked Estep 
Score: -8442462.000000 Penalty: 5327.351074
	Iteration 92Q: 3 clusters Score -8442462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 44164 members 
Entering Unmasked Estep 
Score: -8442466.000000 Penalty: 5327.351074
	Iteration 93Q: 3 clusters Score -8442466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -8442455.000000 Penalty: 5327.351074
	Iteration 94Q: 3 clusters Score -8442455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 44201 members 
Entering Unmasked Estep 
Score: -8442454.000000 Penalty: 5327.351074
	Iteration 95Q: 3 clusters Score -8442454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -8442453.000000 Penalty: 5327.351074
	Iteration 96Q: 3 clusters Score -8442453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 44216 members 
Entering Unmasked Estep 
Score: -8442455.000000 Penalty: 5327.351074
	Iteration 97Q: 3 clusters Score -8442455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 44222 members 
Entering Unmasked Estep 
Score: -8442448.000000 Penalty: 5327.351074
	Iteration 98Q: 3 clusters Score -8442448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 44227 members 
Entering Unmasked Estep 
Score: -8442444.000000 Penalty: 5327.351074
	Iteration 99Q: 3 clusters Score -8442444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -8442449.000000 Penalty: 5327.351074
	Iteration 100F: 3 clusters Score -8442449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 611 members 
Entering Unmasked Estep 
Score: -67847.515625 Penalty: 1590.943970
	Iteration 0F: 2 clusters Score -67847.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -66308.867188 Penalty: 3181.887939
	Iteration 0F: 3 clusters Score -66308.87 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -66732.960938 Penalty: 3181.887939
	Iteration 1F: 3 clusters Score -66732.96 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -66876.570312 Penalty: 3181.887939
	Iteration 2F: 3 clusters Score -66876.57 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -66958.078125 Penalty: 3181.887939
	Iteration 3Q: 3 clusters Score -66958.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -67025.914062 Penalty: 3181.887939
	Iteration 4Q: 3 clusters Score -67025.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -67088.453125 Penalty: 3181.887939
	Iteration 5Q: 3 clusters Score -67088.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -67122.945312 Penalty: 3181.887939
	Iteration 6Q: 3 clusters Score -67122.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -67139.937500 Penalty: 3181.887939
	Iteration 7Q: 3 clusters Score -67139.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -67144.656250 Penalty: 3181.887939
	Iteration 8Q: 3 clusters Score -67144.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -67147.132812 Penalty: 3181.887939
	Iteration 9Q: 3 clusters Score -67147.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -67147.132812 Penalty: 3181.887939
	Iteration 10F: 3 clusters Score -67147.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Entering Unmasked Estep 
Score: -153599.062500 Penalty: 1712.378174
	Iteration 0F: 2 clusters Score -153599.1 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 521 members 
Entering Unmasked Estep 
Score: -151753.125000 Penalty: 3424.756348
	Iteration 0F: 3 clusters Score -151753.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -152195.421875 Penalty: 3424.756348
	Iteration 1F: 3 clusters Score -152195.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -152418.093750 Penalty: 3424.756348
	Iteration 2F: 3 clusters Score -152418.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -152538.015625 Penalty: 3424.756348
	Iteration 3F: 3 clusters Score -152538 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -152666.312500 Penalty: 3424.756348
	Iteration 4F: 3 clusters Score -152666.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -152720.781250 Penalty: 3424.756348
	Iteration 5Q: 3 clusters Score -152720.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -152756.531250 Penalty: 3424.756348
	Iteration 6Q: 3 clusters Score -152756.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -152777.546875 Penalty: 3424.756348
	Iteration 7Q: 3 clusters Score -152777.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -152798.218750 Penalty: 3424.756348
	Iteration 8Q: 3 clusters Score -152798.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -152806.000000 Penalty: 3424.756348
	Iteration 9Q: 3 clusters Score -152806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -152813.921875 Penalty: 3424.756348
	Iteration 10Q: 3 clusters Score -152813.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -152818.578125 Penalty: 3424.756348
	Iteration 11Q: 3 clusters Score -152818.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -152820.953125 Penalty: 3424.756348
	Iteration 12Q: 3 clusters Score -152821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -152820.953125 Penalty: 3424.756348
	Iteration 13F: 3 clusters Score -152821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Entering Unmasked Estep 
Score: -95300.054688 Penalty: 1583.528198
	Iteration 0F: 2 clusters Score -95300.05 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 305 members 
Entering Unmasked Estep 
Score: -93814.570312 Penalty: 3167.056396
	Iteration 0F: 3 clusters Score -93814.57 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -94182.054688 Penalty: 3167.056396
	Iteration 1F: 3 clusters Score -94182.05 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -94314.289062 Penalty: 3167.056396
	Iteration 2F: 3 clusters Score -94314.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -94408.601562 Penalty: 3167.056396
	Iteration 3Q: 3 clusters Score -94408.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -94451.640625 Penalty: 3167.056396
	Iteration 4Q: 3 clusters Score -94451.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -94470.507812 Penalty: 3167.056396
	Iteration 5Q: 3 clusters Score -94470.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -94484.585938 Penalty: 3167.056396
	Iteration 6Q: 3 clusters Score -94484.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -94502.875000 Penalty: 3167.056396
	Iteration 7Q: 3 clusters Score -94502.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -94504.328125 Penalty: 3167.056396
	Iteration 8Q: 3 clusters Score -94504.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -94504.328125 Penalty: 3167.056396
	Iteration 9F: 3 clusters Score -94504.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44515 members 
Entering Unmasked Estep 
Score: -8143586.000000 Penalty: 2654.488281
	Iteration 0F: 2 clusters Score -8143586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -8114337.000000 Penalty: 5308.976562
	Iteration 0F: 3 clusters Score -8114337 nChanged 20416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -8125271.000000 Penalty: 5308.976562
	Iteration 1F: 3 clusters Score -8125271 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -8125777.000000 Penalty: 5308.976562
	Iteration 2Q: 3 clusters Score -8125777 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -8126254.500000 Penalty: 5308.976562
	Iteration 3Q: 3 clusters Score -8126254 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -8126714.500000 Penalty: 5308.976562
	Iteration 4Q: 3 clusters Score -8126714 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -8127216.000000 Penalty: 5308.976562
	Iteration 5Q: 3 clusters Score -8127216 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -8127930.000000 Penalty: 5308.976562
	Iteration 6Q: 3 clusters Score -8127930 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -8128796.500000 Penalty: 5308.976562
	Iteration 7Q: 3 clusters Score -8128796 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -8129835.000000 Penalty: 5308.976562
	Iteration 8Q: 3 clusters Score -8129835 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -8131063.000000 Penalty: 5308.976562
	Iteration 9F: 3 clusters Score -8131063 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -8132683.000000 Penalty: 5308.976562
	Iteration 10F: 3 clusters Score -8132683 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -8134698.500000 Penalty: 5308.976562
	Iteration 11F: 3 clusters Score -8134698 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -8136504.000000 Penalty: 5308.976562
	Iteration 12F: 3 clusters Score -8136504 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -8137560.000000 Penalty: 5308.976562
	Iteration 13Q: 3 clusters Score -8137560 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28553 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -8138162.000000 Penalty: 5308.976562
	Iteration 14Q: 3 clusters Score -8138162 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -8138581.000000 Penalty: 5308.976562
	Iteration 15Q: 3 clusters Score -8138581 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -8138952.000000 Penalty: 5308.976562
	Iteration 16Q: 3 clusters Score -8138952 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -8139324.000000 Penalty: 5308.976562
	Iteration 17Q: 3 clusters Score -8139324 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -8139656.000000 Penalty: 5308.976562
	Iteration 18Q: 3 clusters Score -8139656 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -8140021.000000 Penalty: 5308.976562
	Iteration 19Q: 3 clusters Score -8140021 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -8140351.500000 Penalty: 5308.976562
	Iteration 20F: 3 clusters Score -8140352 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34135 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -8140587.500000 Penalty: 5308.976562
	Iteration 21Q: 3 clusters Score -8140588 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34775 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -8140824.000000 Penalty: 5308.976562
	Iteration 22Q: 3 clusters Score -8140824 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35346 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -8141033.000000 Penalty: 5308.976562
	Iteration 23Q: 3 clusters Score -8141033 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -8141181.500000 Penalty: 5308.976562
	Iteration 24Q: 3 clusters Score -8141182 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -8141372.000000 Penalty: 5308.976562
	Iteration 25Q: 3 clusters Score -8141372 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36954 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -8141504.000000 Penalty: 5308.976562
	Iteration 26Q: 3 clusters Score -8141504 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -8141639.500000 Penalty: 5308.976562
	Iteration 27Q: 3 clusters Score -8141640 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -8141739.500000 Penalty: 5308.976562
	Iteration 28Q: 3 clusters Score -8141740 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -8141858.500000 Penalty: 5308.976562
	Iteration 29Q: 3 clusters Score -8141858 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -8141928.500000 Penalty: 5308.976562
	Iteration 30Q: 3 clusters Score -8141928 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -8142002.500000 Penalty: 5308.976562
	Iteration 31Q: 3 clusters Score -8142002 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -8142062.000000 Penalty: 5308.976562
	Iteration 32Q: 3 clusters Score -8142062 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39668 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -8142122.000000 Penalty: 5308.976562
	Iteration 33Q: 3 clusters Score -8142122 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -8142198.500000 Penalty: 5308.976562
	Iteration 34Q: 3 clusters Score -8142198 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -8142249.500000 Penalty: 5308.976562
	Iteration 35Q: 3 clusters Score -8142250 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -8142307.000000 Penalty: 5308.976562
	Iteration 36Q: 3 clusters Score -8142307 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -8142371.500000 Penalty: 5308.976562
	Iteration 37Q: 3 clusters Score -8142372 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40873 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -8142411.000000 Penalty: 5308.976562
	Iteration 38Q: 3 clusters Score -8142411 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -8142446.500000 Penalty: 5308.976562
	Iteration 39Q: 3 clusters Score -8142446 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41217 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -8142473.500000 Penalty: 5308.976562
	Iteration 40F: 3 clusters Score -8142474 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -8142524.500000 Penalty: 5308.976562
	Iteration 41Q: 3 clusters Score -8142524 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -8142569.500000 Penalty: 5308.976562
	Iteration 42Q: 3 clusters Score -8142570 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -8142584.000000 Penalty: 5308.976562
	Iteration 43Q: 3 clusters Score -8142584 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -8142584.000000 Penalty: 5308.976562
	Iteration 44Q: 3 clusters Score -8142584 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41775 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -8142573.000000 Penalty: 5308.976562
	Iteration 45Q: 3 clusters Score -8142573 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -8142576.500000 Penalty: 5308.976562
	Iteration 46Q: 3 clusters Score -8142576 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41912 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -8142582.500000 Penalty: 5308.976562
	Iteration 47Q: 3 clusters Score -8142582 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41975 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -8142588.500000 Penalty: 5308.976562
	Iteration 48Q: 3 clusters Score -8142588 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -8142592.000000 Penalty: 5308.976562
	Iteration 49Q: 3 clusters Score -8142592 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -8142589.500000 Penalty: 5308.976562
	Iteration 50Q: 3 clusters Score -8142590 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -8142575.000000 Penalty: 5308.976562
	Iteration 51Q: 3 clusters Score -8142575 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42219 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -8142591.500000 Penalty: 5308.976562
	Iteration 52Q: 3 clusters Score -8142592 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42261 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -8142592.000000 Penalty: 5308.976562
	Iteration 53Q: 3 clusters Score -8142592 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -8142594.000000 Penalty: 5308.976562
	Iteration 54Q: 3 clusters Score -8142594 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42352 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -8142591.500000 Penalty: 5308.976562
	Iteration 55Q: 3 clusters Score -8142592 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -8142598.000000 Penalty: 5308.976562
	Iteration 56Q: 3 clusters Score -8142598 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -8142589.500000 Penalty: 5308.976562
	Iteration 57Q: 3 clusters Score -8142590 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -8142593.500000 Penalty: 5308.976562
	Iteration 58Q: 3 clusters Score -8142594 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -8142592.000000 Penalty: 5308.976562
	Iteration 59Q: 3 clusters Score -8142592 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42505 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -8142596.000000 Penalty: 5308.976562
	Iteration 60F: 3 clusters Score -8142596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -8142608.500000 Penalty: 5308.976562
	Iteration 61Q: 3 clusters Score -8142608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42539 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -8142602.000000 Penalty: 5308.976562
	Iteration 62Q: 3 clusters Score -8142602 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -8142585.500000 Penalty: 5308.976562
	Iteration 63Q: 3 clusters Score -8142586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -8142593.000000 Penalty: 5308.976562
	Iteration 64Q: 3 clusters Score -8142593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -8142601.500000 Penalty: 5308.976562
	Iteration 65Q: 3 clusters Score -8142602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -8142599.500000 Penalty: 5308.976562
	Iteration 66Q: 3 clusters Score -8142600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -8142591.500000 Penalty: 5308.976562
	Iteration 67Q: 3 clusters Score -8142592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -8142592.000000 Penalty: 5308.976562
	Iteration 68Q: 3 clusters Score -8142592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -8142598.500000 Penalty: 5308.976562
	Iteration 69Q: 3 clusters Score -8142598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -8142599.000000 Penalty: 5308.976562
	Iteration 70Q: 3 clusters Score -8142599 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42633 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -8142594.500000 Penalty: 5308.976562
	Iteration 71Q: 3 clusters Score -8142594 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -8142600.500000 Penalty: 5308.976562
	Iteration 72Q: 3 clusters Score -8142600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42675 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -8142602.000000 Penalty: 5308.976562
	Iteration 73Q: 3 clusters Score -8142602 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42697 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -8142595.000000 Penalty: 5308.976562
	Iteration 74Q: 3 clusters Score -8142595 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42714 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -8142589.000000 Penalty: 5308.976562
	Iteration 75Q: 3 clusters Score -8142589 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -8142595.000000 Penalty: 5308.976562
	Iteration 76Q: 3 clusters Score -8142595 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -8142585.000000 Penalty: 5308.976562
	Iteration 77Q: 3 clusters Score -8142585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42759 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -8142587.500000 Penalty: 5308.976562
	Iteration 78Q: 3 clusters Score -8142588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42768 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -8142583.000000 Penalty: 5308.976562
	Iteration 79Q: 3 clusters Score -8142583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -8142583.000000 Penalty: 5308.976562
	Iteration 80F: 3 clusters Score -8142583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42778 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -8142581.000000 Penalty: 5308.976562
	Iteration 81Q: 3 clusters Score -8142581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -8142582.500000 Penalty: 5308.976562
	Iteration 82Q: 3 clusters Score -8142582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42783 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -8142586.500000 Penalty: 5308.976562
	Iteration 83Q: 3 clusters Score -8142586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -8142588.000000 Penalty: 5308.976562
	Iteration 84Q: 3 clusters Score -8142588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -8142590.500000 Penalty: 5308.976562
	Iteration 85Q: 3 clusters Score -8142590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -8142597.000000 Penalty: 5308.976562
	Iteration 86Q: 3 clusters Score -8142597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42799 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -8142590.000000 Penalty: 5308.976562
	Iteration 87Q: 3 clusters Score -8142590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -8142592.500000 Penalty: 5308.976562
	Iteration 88Q: 3 clusters Score -8142592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -8142587.500000 Penalty: 5308.976562
	Iteration 89Q: 3 clusters Score -8142588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -8142591.000000 Penalty: 5308.976562
	Iteration 90Q: 3 clusters Score -8142591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -8142596.000000 Penalty: 5308.976562
	Iteration 91Q: 3 clusters Score -8142596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -8142588.000000 Penalty: 5308.976562
	Iteration 92Q: 3 clusters Score -8142588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42827 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -8142588.000000 Penalty: 5308.976562
	Iteration 93Q: 3 clusters Score -8142588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -8142581.000000 Penalty: 5308.976562
	Iteration 94Q: 3 clusters Score -8142581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42842 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -8142584.500000 Penalty: 5308.976562
	Iteration 95Q: 3 clusters Score -8142584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -8142585.000000 Penalty: 5308.976562
	Iteration 96Q: 3 clusters Score -8142585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42855 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -8142589.000000 Penalty: 5308.976562
	Iteration 97Q: 3 clusters Score -8142589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -8142584.000000 Penalty: 5308.976562
	Iteration 98Q: 3 clusters Score -8142584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42868 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -8142588.000000 Penalty: 5308.976562
	Iteration 99Q: 3 clusters Score -8142588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -8142586.500000 Penalty: 5308.976562
	Iteration 100F: 3 clusters Score -8142586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -8142584.000000 Penalty: 5308.976562
	Iteration 101Q: 3 clusters Score -8142584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42881 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -8142580.500000 Penalty: 5308.976562
	Iteration 102Q: 3 clusters Score -8142580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42881 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -8142580.500000 Penalty: 5308.976562
	Iteration 103F: 3 clusters Score -8142580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Entering Unmasked Estep 
Score: -403393.187500 Penalty: 1927.538208
	Iteration 0F: 2 clusters Score -403393.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -400512.531250 Penalty: 3855.076416
	Iteration 0F: 3 clusters Score -400512.5 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -401110.156250 Penalty: 3855.076416
	Iteration 1F: 3 clusters Score -401110.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -401305.718750 Penalty: 3855.076416
	Iteration 2F: 3 clusters Score -401305.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -401485.625000 Penalty: 3855.076416
	Iteration 3F: 3 clusters Score -401485.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -401650.281250 Penalty: 3855.076416
	Iteration 4F: 3 clusters Score -401650.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -401793.875000 Penalty: 3855.076416
	Iteration 5F: 3 clusters Score -401793.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -401926.281250 Penalty: 3855.076416
	Iteration 6Q: 3 clusters Score -401926.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -402093.218750 Penalty: 3855.076416
	Iteration 7Q: 3 clusters Score -402093.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -402221.281250 Penalty: 3855.076416
	Iteration 8Q: 3 clusters Score -402221.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -402334.500000 Penalty: 3855.076416
	Iteration 9Q: 3 clusters Score -402334.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -402403.906250 Penalty: 3855.076416
	Iteration 10Q: 3 clusters Score -402403.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -402448.968750 Penalty: 3855.076416
	Iteration 11Q: 3 clusters Score -402449 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -402477.500000 Penalty: 3855.076416
	Iteration 12Q: 3 clusters Score -402477.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -402509.281250 Penalty: 3855.076416
	Iteration 13Q: 3 clusters Score -402509.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -402528.687500 Penalty: 3855.076416
	Iteration 14Q: 3 clusters Score -402528.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -402543.093750 Penalty: 3855.076416
	Iteration 15Q: 3 clusters Score -402543.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -402550.500000 Penalty: 3855.076416
	Iteration 16Q: 3 clusters Score -402550.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -402557.875000 Penalty: 3855.076416
	Iteration 17Q: 3 clusters Score -402557.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -402561.468750 Penalty: 3855.076416
	Iteration 18Q: 3 clusters Score -402561.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -402562.781250 Penalty: 3855.076416
	Iteration 19Q: 3 clusters Score -402562.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -402562.781250 Penalty: 3855.076416
	Iteration 20F: 3 clusters Score -402562.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (53004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53004 members 
Entering Unmasked Estep 
Score: -9601363.000000 Penalty: 2697.774414
	Iteration 0F: 2 clusters Score -9601363 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -9570047.000000 Penalty: 5395.548828
	Iteration 0F: 3 clusters Score -9570047 nChanged 24535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -9583418.000000 Penalty: 5395.548828
	Iteration 1F: 3 clusters Score -9583418 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -9583989.000000 Penalty: 5395.548828
	Iteration 2Q: 3 clusters Score -9583989 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -9584555.000000 Penalty: 5395.548828
	Iteration 3Q: 3 clusters Score -9584555 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -9585148.000000 Penalty: 5395.548828
	Iteration 4Q: 3 clusters Score -9585148 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -9586159.000000 Penalty: 5395.548828
	Iteration 5Q: 3 clusters Score -9586159 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -9587793.000000 Penalty: 5395.548828
	Iteration 6F: 3 clusters Score -9587793 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -9590560.000000 Penalty: 5395.548828
	Iteration 7F: 3 clusters Score -9590560 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -9594330.000000 Penalty: 5395.548828
	Iteration 8F: 3 clusters Score -9594330 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48499 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -9597056.000000 Penalty: 5395.548828
	Iteration 9F: 3 clusters Score -9597056 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51204 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -9598194.000000 Penalty: 5395.548828
	Iteration 10F: 3 clusters Score -9598194 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52348 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -9598671.000000 Penalty: 5395.548828
	Iteration 11Q: 3 clusters Score -9598671 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52667 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -9598841.000000 Penalty: 5395.548828
	Iteration 12Q: 3 clusters Score -9598841 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52751 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -9598904.000000 Penalty: 5395.548828
	Iteration 13Q: 3 clusters Score -9598904 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52786 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -9598956.000000 Penalty: 5395.548828
	Iteration 14Q: 3 clusters Score -9598956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52806 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -9598988.000000 Penalty: 5395.548828
	Iteration 15Q: 3 clusters Score -9598988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52818 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -9599013.000000 Penalty: 5395.548828
	Iteration 16Q: 3 clusters Score -9599013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52820 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -9599025.000000 Penalty: 5395.548828
	Iteration 17Q: 3 clusters Score -9599025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52822 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -9599035.000000 Penalty: 5395.548828
	Iteration 18Q: 3 clusters Score -9599035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52824 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -9599048.000000 Penalty: 5395.548828
	Iteration 19Q: 3 clusters Score -9599048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52825 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -9599062.000000 Penalty: 5395.548828
	Iteration 20F: 3 clusters Score -9599062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52826 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -9599057.000000 Penalty: 5395.548828
	Iteration 21Q: 3 clusters Score -9599057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52825 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -9599061.000000 Penalty: 5395.548828
	Iteration 22Q: 3 clusters Score -9599061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52824 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -9599065.000000 Penalty: 5395.548828
	Iteration 23Q: 3 clusters Score -9599065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52824 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -9599065.000000 Penalty: 5395.548828
	Iteration 24F: 3 clusters Score -9599065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Entering Unmasked Estep 
Score: -219977.453125 Penalty: 1775.118408
	Iteration 0F: 2 clusters Score -219977.5 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 662 members 
Entering Unmasked Estep 
Score: -217850.609375 Penalty: 3550.236816
	Iteration 0F: 3 clusters Score -217850.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -218243.437500 Penalty: 3550.236816
	Iteration 1F: 3 clusters Score -218243.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -218462.734375 Penalty: 3550.236816
	Iteration 2F: 3 clusters Score -218462.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -218677.500000 Penalty: 3550.236816
	Iteration 3F: 3 clusters Score -218677.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -218819.203125 Penalty: 3550.236816
	Iteration 4F: 3 clusters Score -218819.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -218925.421875 Penalty: 3550.236816
	Iteration 5Q: 3 clusters Score -218925.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -219010.906250 Penalty: 3550.236816
	Iteration 6Q: 3 clusters Score -219010.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -219091.187500 Penalty: 3550.236816
	Iteration 7Q: 3 clusters Score -219091.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -219170.109375 Penalty: 3550.236816
	Iteration 8Q: 3 clusters Score -219170.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -219268.406250 Penalty: 3550.236816
	Iteration 9Q: 3 clusters Score -219268.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -219503.796875 Penalty: 3550.236816
	Iteration 10Q: 3 clusters Score -219503.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -219827.500000 Penalty: 3550.236816
	Iteration 11Q: 3 clusters Score -219827.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -219963.234375 Penalty: 3550.236816
	Iteration 12Q: 3 clusters Score -219963.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -219993.015625 Penalty: 3550.236816
	Iteration 13Q: 3 clusters Score -219993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -220004.109375 Penalty: 3550.236816
	Iteration 14Q: 3 clusters Score -220004.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -220016.843750 Penalty: 3550.236816
	Iteration 15Q: 3 clusters Score -220016.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -220026.484375 Penalty: 3550.236816
	Iteration 16Q: 3 clusters Score -220026.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -220030.921875 Penalty: 3550.236816
	Iteration 17Q: 3 clusters Score -220030.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -220030.921875 Penalty: 3550.236816
	Iteration 18F: 3 clusters Score -220030.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49011 members 
Mstep: Class 2 contains 49777 members 
Mstep: Class 3 contains 5319 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44243 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 46195 members 
Mstep: Class 8 contains 611 members 
Mstep: Class 9 contains 997 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 11 contains 957 members 
Mstep: Class 12 contains 44515 members 
Mstep: Class 13 contains 2374 members 
Mstep: Class 14 contains 53004 members 
Mstep: Class 15 contains 327 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 44222 members 
Mstep: Class 18 contains 46386 members 
Mstep: Class 19 contains 28108 members 
Mstep: Class 20 contains 47890 members 
Mstep: Class 21 contains 50241 members 
Mstep: Class 22 contains 49574 members 
Mstep: Class 23 contains 48799 members 
Mstep: Class 24 contains 2807 members 
Entering Unmasked Estep 
Score: -111193304.000000 Penalty: 79364.328125
Splitting cluster 15 changes total score from -111194480.000000 to -111193304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Entering Unmasked Estep 
Score: -107607.164062 Penalty: 1595.767578
	Iteration 0F: 2 clusters Score -107607.2 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 303 members 
Entering Unmasked Estep 
Score: -105958.625000 Penalty: 3191.535156
	Iteration 0F: 3 clusters Score -105958.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -106192.570312 Penalty: 3191.535156
	Iteration 1F: 3 clusters Score -106192.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -106269.492188 Penalty: 3191.535156
	Iteration 2F: 3 clusters Score -106269.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -106309.546875 Penalty: 3191.535156
	Iteration 3Q: 3 clusters Score -106309.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -106318.960938 Penalty: 3191.535156
	Iteration 4Q: 3 clusters Score -106319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -106318.960938 Penalty: 3191.535156
	Iteration 5F: 3 clusters Score -106319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44222 members 
Entering Unmasked Estep 
Score: -8114737.500000 Penalty: 2652.850342
	Iteration 0F: 2 clusters Score -8114738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -8086340.500000 Penalty: 5305.700684
	Iteration 0F: 3 clusters Score -8086340 nChanged 20476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 22246 members 
Entering Unmasked Estep 
Score: -8097816.000000 Penalty: 5305.700684
	Iteration 1F: 3 clusters Score -8097816 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -8098556.000000 Penalty: 5305.700684
	Iteration 2Q: 3 clusters Score -8098556 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
Score: -8099459.500000 Penalty: 5305.700684
	Iteration 3Q: 3 clusters Score -8099460 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -8100443.000000 Penalty: 5305.700684
	Iteration 4Q: 3 clusters Score -8100443 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22683 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -8101561.000000 Penalty: 5305.700684
	Iteration 5Q: 3 clusters Score -8101561 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -8102941.500000 Penalty: 5305.700684
	Iteration 6F: 3 clusters Score -8102942 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -8104694.000000 Penalty: 5305.700684
	Iteration 7F: 3 clusters Score -8104694 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -8107055.500000 Penalty: 5305.700684
	Iteration 8F: 3 clusters Score -8107056 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27813 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -8109284.000000 Penalty: 5305.700684
	Iteration 9F: 3 clusters Score -8109284 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -8110823.500000 Penalty: 5305.700684
	Iteration 10F: 3 clusters Score -8110824 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -8111453.000000 Penalty: 5305.700684
	Iteration 11Q: 3 clusters Score -8111453 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -8111852.500000 Penalty: 5305.700684
	Iteration 12Q: 3 clusters Score -8111852 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -8112119.000000 Penalty: 5305.700684
	Iteration 13Q: 3 clusters Score -8112119 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32133 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -8112402.500000 Penalty: 5305.700684
	Iteration 14Q: 3 clusters Score -8112402 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32754 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -8112612.500000 Penalty: 5305.700684
	Iteration 15Q: 3 clusters Score -8112612 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33337 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -8112852.500000 Penalty: 5305.700684
	Iteration 16Q: 3 clusters Score -8112852 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33927 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -8113037.500000 Penalty: 5305.700684
	Iteration 17Q: 3 clusters Score -8113038 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34468 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -8113265.000000 Penalty: 5305.700684
	Iteration 18Q: 3 clusters Score -8113265 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -8113447.500000 Penalty: 5305.700684
	Iteration 19Q: 3 clusters Score -8113448 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -8113587.500000 Penalty: 5305.700684
	Iteration 20F: 3 clusters Score -8113588 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -8113672.500000 Penalty: 5305.700684
	Iteration 21Q: 3 clusters Score -8113672 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36448 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -8113827.000000 Penalty: 5305.700684
	Iteration 22Q: 3 clusters Score -8113827 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -8113948.500000 Penalty: 5305.700684
	Iteration 23Q: 3 clusters Score -8113948 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -8114094.000000 Penalty: 5305.700684
	Iteration 24Q: 3 clusters Score -8114094 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -8114173.500000 Penalty: 5305.700684
	Iteration 25Q: 3 clusters Score -8114174 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -8114272.500000 Penalty: 5305.700684
	Iteration 26Q: 3 clusters Score -8114272 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -8114345.000000 Penalty: 5305.700684
	Iteration 27Q: 3 clusters Score -8114345 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38743 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -8114396.500000 Penalty: 5305.700684
	Iteration 28Q: 3 clusters Score -8114396 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -8114427.500000 Penalty: 5305.700684
	Iteration 29Q: 3 clusters Score -8114428 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -8114456.500000 Penalty: 5305.700684
	Iteration 30Q: 3 clusters Score -8114456 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -8114453.000000 Penalty: 5305.700684
	Iteration 31Q: 3 clusters Score -8114453 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -8114496.500000 Penalty: 5305.700684
	Iteration 32Q: 3 clusters Score -8114496 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -8114478.500000 Penalty: 5305.700684
	Iteration 33Q: 3 clusters Score -8114478 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -8114508.500000 Penalty: 5305.700684
	Iteration 34Q: 3 clusters Score -8114508 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -8114509.500000 Penalty: 5305.700684
	Iteration 35Q: 3 clusters Score -8114510 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40465 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -8114528.000000 Penalty: 5305.700684
	Iteration 36Q: 3 clusters Score -8114528 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40594 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -8114511.500000 Penalty: 5305.700684
	Iteration 37Q: 3 clusters Score -8114512 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -8114540.000000 Penalty: 5305.700684
	Iteration 38Q: 3 clusters Score -8114540 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -8114534.500000 Penalty: 5305.700684
	Iteration 39Q: 3 clusters Score -8114534 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -8114530.000000 Penalty: 5305.700684
	Iteration 40F: 3 clusters Score -8114530 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41175 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -8114525.500000 Penalty: 5305.700684
	Iteration 41Q: 3 clusters Score -8114526 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41309 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -8114538.500000 Penalty: 5305.700684
	Iteration 42Q: 3 clusters Score -8114538 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41425 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -8114521.000000 Penalty: 5305.700684
	Iteration 43Q: 3 clusters Score -8114521 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -8114519.000000 Penalty: 5305.700684
	Iteration 44Q: 3 clusters Score -8114519 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41667 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -8114508.000000 Penalty: 5305.700684
	Iteration 45Q: 3 clusters Score -8114508 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -8114507.000000 Penalty: 5305.700684
	Iteration 46Q: 3 clusters Score -8114507 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -8114520.000000 Penalty: 5305.700684
	Iteration 47Q: 3 clusters Score -8114520 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -8114522.000000 Penalty: 5305.700684
	Iteration 48Q: 3 clusters Score -8114522 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -8114500.000000 Penalty: 5305.700684
	Iteration 49Q: 3 clusters Score -8114500 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42059 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -8114513.500000 Penalty: 5305.700684
	Iteration 50Q: 3 clusters Score -8114514 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -8114504.500000 Penalty: 5305.700684
	Iteration 51Q: 3 clusters Score -8114504 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -8114479.000000 Penalty: 5305.700684
	Iteration 52Q: 3 clusters Score -8114479 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42195 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -8114467.500000 Penalty: 5305.700684
	Iteration 53Q: 3 clusters Score -8114468 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -8114446.000000 Penalty: 5305.700684
	Iteration 54Q: 3 clusters Score -8114446 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42263 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -8114431.000000 Penalty: 5305.700684
	Iteration 55Q: 3 clusters Score -8114431 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42290 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -8114429.500000 Penalty: 5305.700684
	Iteration 56Q: 3 clusters Score -8114430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -8114420.000000 Penalty: 5305.700684
	Iteration 57Q: 3 clusters Score -8114420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42326 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -8114419.000000 Penalty: 5305.700684
	Iteration 58Q: 3 clusters Score -8114419 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -8114427.000000 Penalty: 5305.700684
	Iteration 59Q: 3 clusters Score -8114427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -8114417.500000 Penalty: 5305.700684
	Iteration 60F: 3 clusters Score -8114418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -8114410.000000 Penalty: 5305.700684
	Iteration 61Q: 3 clusters Score -8114410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42375 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -8114403.500000 Penalty: 5305.700684
	Iteration 62Q: 3 clusters Score -8114404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42379 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -8114402.500000 Penalty: 5305.700684
	Iteration 63Q: 3 clusters Score -8114402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42380 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -8114406.000000 Penalty: 5305.700684
	Iteration 64Q: 3 clusters Score -8114406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42381 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -8114402.000000 Penalty: 5305.700684
	Iteration 65Q: 3 clusters Score -8114402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -8114403.500000 Penalty: 5305.700684
	Iteration 66Q: 3 clusters Score -8114404 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -8114403.500000 Penalty: 5305.700684
	Iteration 67F: 3 clusters Score -8114404 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46386 members 
Entering Unmasked Estep 
Score: -8533451.000000 Penalty: 2664.698730
	Iteration 0F: 2 clusters Score -8533451 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -8504474.000000 Penalty: 5329.397461
	Iteration 0F: 3 clusters Score -8504474 nChanged 21331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -8516096.000000 Penalty: 5329.397461
	Iteration 1F: 3 clusters Score -8516096 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -8516710.000000 Penalty: 5329.397461
	Iteration 2Q: 3 clusters Score -8516710 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -8517405.000000 Penalty: 5329.397461
	Iteration 3Q: 3 clusters Score -8517405 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -8518503.000000 Penalty: 5329.397461
	Iteration 4Q: 3 clusters Score -8518503 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -8520285.000000 Penalty: 5329.397461
	Iteration 5F: 3 clusters Score -8520285 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -8523048.000000 Penalty: 5329.397461
	Iteration 6F: 3 clusters Score -8523048 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -8526506.000000 Penalty: 5329.397461
	Iteration 7F: 3 clusters Score -8526506 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42598 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -8529232.000000 Penalty: 5329.397461
	Iteration 8F: 3 clusters Score -8529232 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -8530527.000000 Penalty: 5329.397461
	Iteration 9Q: 3 clusters Score -8530527 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45634 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -8530950.000000 Penalty: 5329.397461
	Iteration 10Q: 3 clusters Score -8530950 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45946 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -8531088.000000 Penalty: 5329.397461
	Iteration 11Q: 3 clusters Score -8531088 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46047 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -8531173.000000 Penalty: 5329.397461
	Iteration 12Q: 3 clusters Score -8531173 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46096 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8531203.000000 Penalty: 5329.397461
	Iteration 13Q: 3 clusters Score -8531203 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46113 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8531228.000000 Penalty: 5329.397461
	Iteration 14Q: 3 clusters Score -8531228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -8531238.000000 Penalty: 5329.397461
	Iteration 15Q: 3 clusters Score -8531238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46131 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -8531262.000000 Penalty: 5329.397461
	Iteration 16Q: 3 clusters Score -8531262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -8531271.000000 Penalty: 5329.397461
	Iteration 17Q: 3 clusters Score -8531271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46140 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8531267.000000 Penalty: 5329.397461
	Iteration 18Q: 3 clusters Score -8531267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46139 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -8531275.000000 Penalty: 5329.397461
	Iteration 19Q: 3 clusters Score -8531275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8531280.000000 Penalty: 5329.397461
	Iteration 20F: 3 clusters Score -8531280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46145 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8531295.000000 Penalty: 5329.397461
	Iteration 21Q: 3 clusters Score -8531295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46148 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -8531297.000000 Penalty: 5329.397461
	Iteration 22Q: 3 clusters Score -8531297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46150 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -8531300.000000 Penalty: 5329.397461
	Iteration 23Q: 3 clusters Score -8531300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46151 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8531301.000000 Penalty: 5329.397461
	Iteration 24Q: 3 clusters Score -8531301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46150 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -8531301.000000 Penalty: 5329.397461
	Iteration 25Q: 3 clusters Score -8531301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46150 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -8531301.000000 Penalty: 5329.397461
	Iteration 26F: 3 clusters Score -8531301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Entering Unmasked Estep 
Score: -4996466.000000 Penalty: 2540.464844
	Iteration 0F: 2 clusters Score -4996466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -4977105.000000 Penalty: 5080.929688
	Iteration 0F: 3 clusters Score -4977105 nChanged 12653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -4983872.500000 Penalty: 5080.929688
	Iteration 1F: 3 clusters Score -4983872 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -4984226.000000 Penalty: 5080.929688
	Iteration 2Q: 3 clusters Score -4984226 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -4984502.500000 Penalty: 5080.929688
	Iteration 3Q: 3 clusters Score -4984502 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -4984801.500000 Penalty: 5080.929688
	Iteration 4Q: 3 clusters Score -4984802 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -4985127.500000 Penalty: 5080.929688
	Iteration 5Q: 3 clusters Score -4985128 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -4985414.000000 Penalty: 5080.929688
	Iteration 6Q: 3 clusters Score -4985414 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -4985707.500000 Penalty: 5080.929688
	Iteration 7Q: 3 clusters Score -4985708 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -4986072.500000 Penalty: 5080.929688
	Iteration 8Q: 3 clusters Score -4986072 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -4986562.500000 Penalty: 5080.929688
	Iteration 9Q: 3 clusters Score -4986562 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -4987168.500000 Penalty: 5080.929688
	Iteration 10Q: 3 clusters Score -4987168 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -4988031.000000 Penalty: 5080.929688
	Iteration 11F: 3 clusters Score -4988031 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -4989204.500000 Penalty: 5080.929688
	Iteration 12F: 3 clusters Score -4989204 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -4990615.500000 Penalty: 5080.929688
	Iteration 13F: 3 clusters Score -4990616 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 25570 members 
Entering Unmasked Estep 
Score: -4991991.000000 Penalty: 5080.929688
	Iteration 14F: 3 clusters Score -4991991 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -4992946.000000 Penalty: 5080.929688
	Iteration 15Q: 3 clusters Score -4992946 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -4993564.500000 Penalty: 5080.929688
	Iteration 16Q: 3 clusters Score -4993564 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -4993877.000000 Penalty: 5080.929688
	Iteration 17Q: 3 clusters Score -4993877 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -4994044.500000 Penalty: 5080.929688
	Iteration 18Q: 3 clusters Score -4994044 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 27789 members 
Entering Unmasked Estep 
Score: -4994126.000000 Penalty: 5080.929688
	Iteration 19Q: 3 clusters Score -4994126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -4994150.000000 Penalty: 5080.929688
	Iteration 20F: 3 clusters Score -4994150 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -4994175.000000 Penalty: 5080.929688
	Iteration 21Q: 3 clusters Score -4994175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -4994191.500000 Penalty: 5080.929688
	Iteration 22Q: 3 clusters Score -4994192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -4994200.500000 Penalty: 5080.929688
	Iteration 23Q: 3 clusters Score -4994200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -4994202.000000 Penalty: 5080.929688
	Iteration 24Q: 3 clusters Score -4994202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -4994215.500000 Penalty: 5080.929688
	Iteration 25Q: 3 clusters Score -4994216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -4994227.500000 Penalty: 5080.929688
	Iteration 26Q: 3 clusters Score -4994228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -4994229.000000 Penalty: 5080.929688
	Iteration 27Q: 3 clusters Score -4994229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -4994238.000000 Penalty: 5080.929688
	Iteration 28Q: 3 clusters Score -4994238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 27862 members 
Entering Unmasked Estep 
Score: -4994242.000000 Penalty: 5080.929688
	Iteration 29Q: 3 clusters Score -4994242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -4994245.000000 Penalty: 5080.929688
	Iteration 30Q: 3 clusters Score -4994245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 27866 members 
Entering Unmasked Estep 
Score: -4994250.500000 Penalty: 5080.929688
	Iteration 31Q: 3 clusters Score -4994250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -4994253.000000 Penalty: 5080.929688
	Iteration 32Q: 3 clusters Score -4994253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -4994253.000000 Penalty: 5080.929688
	Iteration 33F: 3 clusters Score -4994253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (47890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47890 members 
Entering Unmasked Estep 
Score: -8853854.000000 Penalty: 2672.612061
	Iteration 0F: 2 clusters Score -8853854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -8824196.000000 Penalty: 5345.224121
	Iteration 0F: 3 clusters Score -8824196 nChanged 21999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -8836514.000000 Penalty: 5345.224121
	Iteration 1F: 3 clusters Score -8836514 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -8836969.000000 Penalty: 5345.224121
	Iteration 2Q: 3 clusters Score -8836969 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -8837462.000000 Penalty: 5345.224121
	Iteration 3Q: 3 clusters Score -8837462 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -8837919.000000 Penalty: 5345.224121
	Iteration 4Q: 3 clusters Score -8837919 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -8838409.000000 Penalty: 5345.224121
	Iteration 5Q: 3 clusters Score -8838409 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -8839029.000000 Penalty: 5345.224121
	Iteration 6Q: 3 clusters Score -8839029 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -8839898.000000 Penalty: 5345.224121
	Iteration 7Q: 3 clusters Score -8839898 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -8841146.000000 Penalty: 5345.224121
	Iteration 8Q: 3 clusters Score -8841146 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -8842880.000000 Penalty: 5345.224121
	Iteration 9F: 3 clusters Score -8842880 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33146 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -8844922.000000 Penalty: 5345.224121
	Iteration 10F: 3 clusters Score -8844922 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35038 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -8846886.000000 Penalty: 5345.224121
	Iteration 11F: 3 clusters Score -8846886 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -8848368.000000 Penalty: 5345.224121
	Iteration 12Q: 3 clusters Score -8848368 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -8849292.000000 Penalty: 5345.224121
	Iteration 13Q: 3 clusters Score -8849292 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -8849936.000000 Penalty: 5345.224121
	Iteration 14Q: 3 clusters Score -8849936 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -8850451.000000 Penalty: 5345.224121
	Iteration 15Q: 3 clusters Score -8850451 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -8850878.000000 Penalty: 5345.224121
	Iteration 16Q: 3 clusters Score -8850878 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42786 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -8851203.000000 Penalty: 5345.224121
	Iteration 17Q: 3 clusters Score -8851203 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43823 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -8851465.000000 Penalty: 5345.224121
	Iteration 18Q: 3 clusters Score -8851465 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -8851563.000000 Penalty: 5345.224121
	Iteration 19Q: 3 clusters Score -8851563 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45509 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -8851630.000000 Penalty: 5345.224121
	Iteration 20F: 3 clusters Score -8851630 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46132 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -8851667.000000 Penalty: 5345.224121
	Iteration 21Q: 3 clusters Score -8851667 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -8851716.000000 Penalty: 5345.224121
	Iteration 22Q: 3 clusters Score -8851716 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -8851717.000000 Penalty: 5345.224121
	Iteration 23Q: 3 clusters Score -8851717 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47040 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -8851738.000000 Penalty: 5345.224121
	Iteration 24Q: 3 clusters Score -8851738 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47165 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -8851746.000000 Penalty: 5345.224121
	Iteration 25Q: 3 clusters Score -8851746 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47241 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -8851760.000000 Penalty: 5345.224121
	Iteration 26Q: 3 clusters Score -8851760 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47288 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -8851792.000000 Penalty: 5345.224121
	Iteration 27Q: 3 clusters Score -8851792 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47320 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -8851817.000000 Penalty: 5345.224121
	Iteration 28Q: 3 clusters Score -8851817 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47339 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8851832.000000 Penalty: 5345.224121
	Iteration 29Q: 3 clusters Score -8851832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47352 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -8851833.000000 Penalty: 5345.224121
	Iteration 30Q: 3 clusters Score -8851833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47364 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8851840.000000 Penalty: 5345.224121
	Iteration 31Q: 3 clusters Score -8851840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47380 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -8851853.000000 Penalty: 5345.224121
	Iteration 32Q: 3 clusters Score -8851853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47391 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -8851852.000000 Penalty: 5345.224121
	Iteration 33Q: 3 clusters Score -8851852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47400 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -8851855.000000 Penalty: 5345.224121
	Iteration 34Q: 3 clusters Score -8851855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47405 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8851857.000000 Penalty: 5345.224121
	Iteration 35Q: 3 clusters Score -8851857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47411 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8851860.000000 Penalty: 5345.224121
	Iteration 36Q: 3 clusters Score -8851860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47413 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8851861.000000 Penalty: 5345.224121
	Iteration 37Q: 3 clusters Score -8851861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47416 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8851865.000000 Penalty: 5345.224121
	Iteration 38Q: 3 clusters Score -8851865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47419 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -8851863.000000 Penalty: 5345.224121
	Iteration 39Q: 3 clusters Score -8851863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47421 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -8851865.000000 Penalty: 5345.224121
	Iteration 40F: 3 clusters Score -8851865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47423 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8851872.000000 Penalty: 5345.224121
	Iteration 41Q: 3 clusters Score -8851872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47425 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8851875.000000 Penalty: 5345.224121
	Iteration 42Q: 3 clusters Score -8851875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47425 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8851880.000000 Penalty: 5345.224121
	Iteration 43Q: 3 clusters Score -8851880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47425 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8851880.000000 Penalty: 5345.224121
	Iteration 44F: 3 clusters Score -8851880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (50241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50241 members 
Entering Unmasked Estep 
Score: -9168922.000000 Penalty: 2684.497559
	Iteration 0F: 2 clusters Score -9168922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -9137684.000000 Penalty: 5368.995117
	Iteration 0F: 3 clusters Score -9137684 nChanged 23093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -9150451.000000 Penalty: 5368.995117
	Iteration 1F: 3 clusters Score -9150451 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -9151215.000000 Penalty: 5368.995117
	Iteration 2Q: 3 clusters Score -9151215 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -9152164.000000 Penalty: 5368.995117
	Iteration 3Q: 3 clusters Score -9152164 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -9153450.000000 Penalty: 5368.995117
	Iteration 4Q: 3 clusters Score -9153450 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
Score: -9155422.000000 Penalty: 5368.995117
	Iteration 5F: 3 clusters Score -9155422 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -9157899.000000 Penalty: 5368.995117
	Iteration 6F: 3 clusters Score -9157899 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 38500 members 
Entering Unmasked Estep 
Score: -9160290.000000 Penalty: 5368.995117
	Iteration 7F: 3 clusters Score -9160290 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -9162402.000000 Penalty: 5368.995117
	Iteration 8F: 3 clusters Score -9162402 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -9163741.000000 Penalty: 5368.995117
	Iteration 9Q: 3 clusters Score -9163741 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 43876 members 
Entering Unmasked Estep 
Score: -9164587.000000 Penalty: 5368.995117
	Iteration 10Q: 3 clusters Score -9164587 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -9165109.000000 Penalty: 5368.995117
	Iteration 11Q: 3 clusters Score -9165109 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 45528 members 
Entering Unmasked Estep 
Score: -9165567.000000 Penalty: 5368.995117
	Iteration 12Q: 3 clusters Score -9165567 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 46197 members 
Entering Unmasked Estep 
Score: -9165825.000000 Penalty: 5368.995117
	Iteration 13Q: 3 clusters Score -9165825 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 46698 members 
Entering Unmasked Estep 
Score: -9166006.000000 Penalty: 5368.995117
	Iteration 14Q: 3 clusters Score -9166006 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 47130 members 
Entering Unmasked Estep 
Score: -9166121.000000 Penalty: 5368.995117
	Iteration 15Q: 3 clusters Score -9166121 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 47494 members 
Entering Unmasked Estep 
Score: -9166272.000000 Penalty: 5368.995117
	Iteration 16Q: 3 clusters Score -9166272 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 47789 members 
Entering Unmasked Estep 
Score: -9166373.000000 Penalty: 5368.995117
	Iteration 17Q: 3 clusters Score -9166373 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 48036 members 
Entering Unmasked Estep 
Score: -9166418.000000 Penalty: 5368.995117
	Iteration 18Q: 3 clusters Score -9166418 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 48244 members 
Entering Unmasked Estep 
Score: -9166473.000000 Penalty: 5368.995117
	Iteration 19Q: 3 clusters Score -9166473 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 48399 members 
Entering Unmasked Estep 
Score: -9166515.000000 Penalty: 5368.995117
	Iteration 20F: 3 clusters Score -9166515 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 48544 members 
Entering Unmasked Estep 
Score: -9166571.000000 Penalty: 5368.995117
	Iteration 21Q: 3 clusters Score -9166571 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 48657 members 
Entering Unmasked Estep 
Score: -9166595.000000 Penalty: 5368.995117
	Iteration 22Q: 3 clusters Score -9166595 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 48767 members 
Entering Unmasked Estep 
Score: -9166618.000000 Penalty: 5368.995117
	Iteration 23Q: 3 clusters Score -9166618 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 48853 members 
Entering Unmasked Estep 
Score: -9166642.000000 Penalty: 5368.995117
	Iteration 24Q: 3 clusters Score -9166642 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 48894 members 
Entering Unmasked Estep 
Score: -9166662.000000 Penalty: 5368.995117
	Iteration 25Q: 3 clusters Score -9166662 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 48945 members 
Entering Unmasked Estep 
Score: -9166681.000000 Penalty: 5368.995117
	Iteration 26Q: 3 clusters Score -9166681 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 48986 members 
Entering Unmasked Estep 
Score: -9166681.000000 Penalty: 5368.995117
	Iteration 27Q: 3 clusters Score -9166681 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 49023 members 
Entering Unmasked Estep 
Score: -9166716.000000 Penalty: 5368.995117
	Iteration 28Q: 3 clusters Score -9166716 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 49048 members 
Entering Unmasked Estep 
Score: -9166707.000000 Penalty: 5368.995117
	Iteration 29Q: 3 clusters Score -9166707 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 49076 members 
Entering Unmasked Estep 
Score: -9166706.000000 Penalty: 5368.995117
	Iteration 30Q: 3 clusters Score -9166706 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 49098 members 
Entering Unmasked Estep 
Score: -9166712.000000 Penalty: 5368.995117
	Iteration 31Q: 3 clusters Score -9166712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 49119 members 
Entering Unmasked Estep 
Score: -9166723.000000 Penalty: 5368.995117
	Iteration 32Q: 3 clusters Score -9166723 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 49140 members 
Entering Unmasked Estep 
Score: -9166749.000000 Penalty: 5368.995117
	Iteration 33Q: 3 clusters Score -9166749 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 49155 members 
Entering Unmasked Estep 
Score: -9166748.000000 Penalty: 5368.995117
	Iteration 34Q: 3 clusters Score -9166748 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 49169 members 
Entering Unmasked Estep 
Score: -9166769.000000 Penalty: 5368.995117
	Iteration 35Q: 3 clusters Score -9166769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 49175 members 
Entering Unmasked Estep 
Score: -9166776.000000 Penalty: 5368.995117
	Iteration 36Q: 3 clusters Score -9166776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 49186 members 
Entering Unmasked Estep 
Score: -9166772.000000 Penalty: 5368.995117
	Iteration 37Q: 3 clusters Score -9166772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 49197 members 
Entering Unmasked Estep 
Score: -9166771.000000 Penalty: 5368.995117
	Iteration 38Q: 3 clusters Score -9166771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 49202 members 
Entering Unmasked Estep 
Score: -9166762.000000 Penalty: 5368.995117
	Iteration 39Q: 3 clusters Score -9166762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 49208 members 
Entering Unmasked Estep 
Score: -9166762.000000 Penalty: 5368.995117
	Iteration 40F: 3 clusters Score -9166762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 49218 members 
Entering Unmasked Estep 
Score: -9166769.000000 Penalty: 5368.995117
	Iteration 41Q: 3 clusters Score -9166769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 49224 members 
Entering Unmasked Estep 
Score: -9166773.000000 Penalty: 5368.995117
	Iteration 42Q: 3 clusters Score -9166773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 49230 members 
Entering Unmasked Estep 
Score: -9166774.000000 Penalty: 5368.995117
	Iteration 43Q: 3 clusters Score -9166774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 49234 members 
Entering Unmasked Estep 
Score: -9166773.000000 Penalty: 5368.995117
	Iteration 44Q: 3 clusters Score -9166773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 49234 members 
Entering Unmasked Estep 
Score: -9166782.000000 Penalty: 5368.995117
	Iteration 45Q: 3 clusters Score -9166782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 49233 members 
Entering Unmasked Estep 
Score: -9166779.000000 Penalty: 5368.995117
	Iteration 46Q: 3 clusters Score -9166779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 49233 members 
Entering Unmasked Estep 
Score: -9166779.000000 Penalty: 5368.995117
	Iteration 47F: 3 clusters Score -9166779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (49574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49574 members 
Entering Unmasked Estep 
Score: -9011449.000000 Penalty: 2681.183105
	Iteration 0F: 2 clusters Score -9011449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -8979751.000000 Penalty: 5362.366211
	Iteration 0F: 3 clusters Score -8979751 nChanged 22962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -8992478.000000 Penalty: 5362.366211
	Iteration 1F: 3 clusters Score -8992478 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -8993110.000000 Penalty: 5362.366211
	Iteration 2Q: 3 clusters Score -8993110 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -8993796.000000 Penalty: 5362.366211
	Iteration 3Q: 3 clusters Score -8993796 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27680 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -8994689.000000 Penalty: 5362.366211
	Iteration 4Q: 3 clusters Score -8994689 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28792 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -8995727.000000 Penalty: 5362.366211
	Iteration 5Q: 3 clusters Score -8995727 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -8996990.000000 Penalty: 5362.366211
	Iteration 6Q: 3 clusters Score -8996990 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -8998604.000000 Penalty: 5362.366211
	Iteration 7F: 3 clusters Score -8998604 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33062 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -9000349.000000 Penalty: 5362.366211
	Iteration 8F: 3 clusters Score -9000349 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -9002288.000000 Penalty: 5362.366211
	Iteration 9F: 3 clusters Score -9002288 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -9003896.000000 Penalty: 5362.366211
	Iteration 10F: 3 clusters Score -9003896 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36909 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -9005016.000000 Penalty: 5362.366211
	Iteration 11Q: 3 clusters Score -9005016 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -9005654.000000 Penalty: 5362.366211
	Iteration 12Q: 3 clusters Score -9005654 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38720 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -9006186.000000 Penalty: 5362.366211
	Iteration 13Q: 3 clusters Score -9006186 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -9006545.000000 Penalty: 5362.366211
	Iteration 14Q: 3 clusters Score -9006545 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -9006883.000000 Penalty: 5362.366211
	Iteration 15Q: 3 clusters Score -9006883 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41098 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -9007190.000000 Penalty: 5362.366211
	Iteration 16Q: 3 clusters Score -9007190 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -9007440.000000 Penalty: 5362.366211
	Iteration 17Q: 3 clusters Score -9007440 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -9007750.000000 Penalty: 5362.366211
	Iteration 18Q: 3 clusters Score -9007750 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43296 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -9007980.000000 Penalty: 5362.366211
	Iteration 19Q: 3 clusters Score -9007980 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43971 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -9008226.000000 Penalty: 5362.366211
	Iteration 20F: 3 clusters Score -9008226 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -9008367.000000 Penalty: 5362.366211
	Iteration 21Q: 3 clusters Score -9008367 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45156 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -9008527.000000 Penalty: 5362.366211
	Iteration 22Q: 3 clusters Score -9008527 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -9008648.000000 Penalty: 5362.366211
	Iteration 23Q: 3 clusters Score -9008648 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46079 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -9008781.000000 Penalty: 5362.366211
	Iteration 24Q: 3 clusters Score -9008781 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46494 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -9008889.000000 Penalty: 5362.366211
	Iteration 25Q: 3 clusters Score -9008889 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46817 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -9008969.000000 Penalty: 5362.366211
	Iteration 26Q: 3 clusters Score -9008969 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47109 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -9009027.000000 Penalty: 5362.366211
	Iteration 27Q: 3 clusters Score -9009027 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47359 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -9009045.000000 Penalty: 5362.366211
	Iteration 28Q: 3 clusters Score -9009045 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47569 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -9009122.000000 Penalty: 5362.366211
	Iteration 29Q: 3 clusters Score -9009122 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47741 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -9009143.000000 Penalty: 5362.366211
	Iteration 30Q: 3 clusters Score -9009143 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47883 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -9009171.000000 Penalty: 5362.366211
	Iteration 31Q: 3 clusters Score -9009171 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47992 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -9009188.000000 Penalty: 5362.366211
	Iteration 32Q: 3 clusters Score -9009188 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48083 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -9009225.000000 Penalty: 5362.366211
	Iteration 33Q: 3 clusters Score -9009225 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48155 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -9009233.000000 Penalty: 5362.366211
	Iteration 34Q: 3 clusters Score -9009233 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48209 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -9009246.000000 Penalty: 5362.366211
	Iteration 35Q: 3 clusters Score -9009246 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48248 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -9009252.000000 Penalty: 5362.366211
	Iteration 36Q: 3 clusters Score -9009252 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48290 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -9009242.000000 Penalty: 5362.366211
	Iteration 37Q: 3 clusters Score -9009242 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48326 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -9009251.000000 Penalty: 5362.366211
	Iteration 38Q: 3 clusters Score -9009251 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48355 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -9009258.000000 Penalty: 5362.366211
	Iteration 39Q: 3 clusters Score -9009258 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48373 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -9009254.000000 Penalty: 5362.366211
	Iteration 40F: 3 clusters Score -9009254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48390 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -9009263.000000 Penalty: 5362.366211
	Iteration 41Q: 3 clusters Score -9009263 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48411 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -9009268.000000 Penalty: 5362.366211
	Iteration 42Q: 3 clusters Score -9009268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48433 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -9009257.000000 Penalty: 5362.366211
	Iteration 43Q: 3 clusters Score -9009257 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48455 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -9009262.000000 Penalty: 5362.366211
	Iteration 44Q: 3 clusters Score -9009262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48471 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -9009281.000000 Penalty: 5362.366211
	Iteration 45Q: 3 clusters Score -9009281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48481 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -9009286.000000 Penalty: 5362.366211
	Iteration 46Q: 3 clusters Score -9009286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48495 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -9009289.000000 Penalty: 5362.366211
	Iteration 47Q: 3 clusters Score -9009289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -9009294.000000 Penalty: 5362.366211
	Iteration 48Q: 3 clusters Score -9009294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48518 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -9009298.000000 Penalty: 5362.366211
	Iteration 49Q: 3 clusters Score -9009298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -9009306.000000 Penalty: 5362.366211
	Iteration 50Q: 3 clusters Score -9009306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48532 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -9009303.000000 Penalty: 5362.366211
	Iteration 51Q: 3 clusters Score -9009303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48538 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -9009298.000000 Penalty: 5362.366211
	Iteration 52Q: 3 clusters Score -9009298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48548 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -9009304.000000 Penalty: 5362.366211
	Iteration 53Q: 3 clusters Score -9009304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48562 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -9009317.000000 Penalty: 5362.366211
	Iteration 54Q: 3 clusters Score -9009317 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48580 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -9009329.000000 Penalty: 5362.366211
	Iteration 55Q: 3 clusters Score -9009329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48597 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -9009341.000000 Penalty: 5362.366211
	Iteration 56Q: 3 clusters Score -9009341 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48612 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -9009331.000000 Penalty: 5362.366211
	Iteration 57Q: 3 clusters Score -9009331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48624 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -9009334.000000 Penalty: 5362.366211
	Iteration 58Q: 3 clusters Score -9009334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48638 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -9009343.000000 Penalty: 5362.366211
	Iteration 59Q: 3 clusters Score -9009343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48646 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -9009343.000000 Penalty: 5362.366211
	Iteration 60F: 3 clusters Score -9009343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48661 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -9009351.000000 Penalty: 5362.366211
	Iteration 61Q: 3 clusters Score -9009351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48667 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -9009336.000000 Penalty: 5362.366211
	Iteration 62Q: 3 clusters Score -9009336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48672 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -9009346.000000 Penalty: 5362.366211
	Iteration 63Q: 3 clusters Score -9009346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48678 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -9009352.000000 Penalty: 5362.366211
	Iteration 64Q: 3 clusters Score -9009352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48680 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -9009354.000000 Penalty: 5362.366211
	Iteration 65Q: 3 clusters Score -9009354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48684 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -9009354.000000 Penalty: 5362.366211
	Iteration 66Q: 3 clusters Score -9009354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48688 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -9009348.000000 Penalty: 5362.366211
	Iteration 67Q: 3 clusters Score -9009348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48692 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -9009345.000000 Penalty: 5362.366211
	Iteration 68Q: 3 clusters Score -9009345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48696 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -9009345.000000 Penalty: 5362.366211
	Iteration 69Q: 3 clusters Score -9009345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48702 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -9009339.000000 Penalty: 5362.366211
	Iteration 70Q: 3 clusters Score -9009339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48703 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -9009346.000000 Penalty: 5362.366211
	Iteration 71Q: 3 clusters Score -9009346 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48704 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -9009342.000000 Penalty: 5362.366211
	Iteration 72Q: 3 clusters Score -9009342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48704 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -9009342.000000 Penalty: 5362.366211
	Iteration 73F: 3 clusters Score -9009342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (48799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48799 members 
Entering Unmasked Estep 
Score: -9086048.000000 Penalty: 2677.275391
	Iteration 0F: 2 clusters Score -9086048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -9057568.000000 Penalty: 5354.550781
	Iteration 0F: 3 clusters Score -9057568 nChanged 22411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -9070136.000000 Penalty: 5354.550781
	Iteration 1F: 3 clusters Score -9070136 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -9070888.000000 Penalty: 5354.550781
	Iteration 2Q: 3 clusters Score -9070888 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -9071596.000000 Penalty: 5354.550781
	Iteration 3Q: 3 clusters Score -9071596 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -9072466.000000 Penalty: 5354.550781
	Iteration 4Q: 3 clusters Score -9072466 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -9073449.000000 Penalty: 5354.550781
	Iteration 5Q: 3 clusters Score -9073449 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -9074952.000000 Penalty: 5354.550781
	Iteration 6F: 3 clusters Score -9074952 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -9076879.000000 Penalty: 5354.550781
	Iteration 7F: 3 clusters Score -9076879 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -9079164.000000 Penalty: 5354.550781
	Iteration 8F: 3 clusters Score -9079164 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -9081345.000000 Penalty: 5354.550781
	Iteration 9F: 3 clusters Score -9081345 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -9082752.000000 Penalty: 5354.550781
	Iteration 10F: 3 clusters Score -9082752 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44950 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -9083249.000000 Penalty: 5354.550781
	Iteration 11Q: 3 clusters Score -9083249 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -9083621.000000 Penalty: 5354.550781
	Iteration 12Q: 3 clusters Score -9083621 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46795 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -9083837.000000 Penalty: 5354.550781
	Iteration 13Q: 3 clusters Score -9083837 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47260 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -9084007.000000 Penalty: 5354.550781
	Iteration 14Q: 3 clusters Score -9084007 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47519 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -9084006.000000 Penalty: 5354.550781
	Iteration 15Q: 3 clusters Score -9084006 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47679 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -9084025.000000 Penalty: 5354.550781
	Iteration 16Q: 3 clusters Score -9084025 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47790 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -9084045.000000 Penalty: 5354.550781
	Iteration 17Q: 3 clusters Score -9084045 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47875 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -9084080.000000 Penalty: 5354.550781
	Iteration 18Q: 3 clusters Score -9084080 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47937 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -9084076.000000 Penalty: 5354.550781
	Iteration 19Q: 3 clusters Score -9084076 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -9084091.000000 Penalty: 5354.550781
	Iteration 20F: 3 clusters Score -9084091 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48021 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -9084084.000000 Penalty: 5354.550781
	Iteration 21Q: 3 clusters Score -9084084 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48055 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -9084089.000000 Penalty: 5354.550781
	Iteration 22Q: 3 clusters Score -9084089 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48083 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -9084086.000000 Penalty: 5354.550781
	Iteration 23Q: 3 clusters Score -9084086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48104 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -9084097.000000 Penalty: 5354.550781
	Iteration 24Q: 3 clusters Score -9084097 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48123 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -9084109.000000 Penalty: 5354.550781
	Iteration 25Q: 3 clusters Score -9084109 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48139 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -9084117.000000 Penalty: 5354.550781
	Iteration 26Q: 3 clusters Score -9084117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48146 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -9084121.000000 Penalty: 5354.550781
	Iteration 27Q: 3 clusters Score -9084121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48151 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -9084127.000000 Penalty: 5354.550781
	Iteration 28Q: 3 clusters Score -9084127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48158 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -9084116.000000 Penalty: 5354.550781
	Iteration 29Q: 3 clusters Score -9084116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48168 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -9084125.000000 Penalty: 5354.550781
	Iteration 30Q: 3 clusters Score -9084125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48179 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -9084131.000000 Penalty: 5354.550781
	Iteration 31Q: 3 clusters Score -9084131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48184 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -9084132.000000 Penalty: 5354.550781
	Iteration 32Q: 3 clusters Score -9084132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48191 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -9084132.000000 Penalty: 5354.550781
	Iteration 33Q: 3 clusters Score -9084132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48196 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -9084140.000000 Penalty: 5354.550781
	Iteration 34Q: 3 clusters Score -9084140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48199 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -9084142.000000 Penalty: 5354.550781
	Iteration 35Q: 3 clusters Score -9084142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48202 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -9084137.000000 Penalty: 5354.550781
	Iteration 36Q: 3 clusters Score -9084137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48205 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -9084141.000000 Penalty: 5354.550781
	Iteration 37Q: 3 clusters Score -9084141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48208 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -9084143.000000 Penalty: 5354.550781
	Iteration 38Q: 3 clusters Score -9084143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48209 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -9084141.000000 Penalty: 5354.550781
	Iteration 39Q: 3 clusters Score -9084141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48210 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -9084140.000000 Penalty: 5354.550781
	Iteration 40F: 3 clusters Score -9084140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48211 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -9084153.000000 Penalty: 5354.550781
	Iteration 41Q: 3 clusters Score -9084153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48211 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -9084153.000000 Penalty: 5354.550781
	Iteration 42F: 3 clusters Score -9084153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Entering Unmasked Estep 
Score: -512093.812500 Penalty: 1969.088257
	Iteration 0F: 2 clusters Score -512093.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -508979.343750 Penalty: 3938.176514
	Iteration 0F: 3 clusters Score -508979.3 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -509664.843750 Penalty: 3938.176514
	Iteration 1F: 3 clusters Score -509664.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -509828.250000 Penalty: 3938.176514
	Iteration 2F: 3 clusters Score -509828.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -509939.687500 Penalty: 3938.176514
	Iteration 3Q: 3 clusters Score -509939.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -510025.343750 Penalty: 3938.176514
	Iteration 4Q: 3 clusters Score -510025.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -510091.625000 Penalty: 3938.176514
	Iteration 5Q: 3 clusters Score -510091.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -510155.156250 Penalty: 3938.176514
	Iteration 6Q: 3 clusters Score -510155.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -510207.031250 Penalty: 3938.176514
	Iteration 7Q: 3 clusters Score -510207 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -510254.187500 Penalty: 3938.176514
	Iteration 8Q: 3 clusters Score -510254.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -510291.687500 Penalty: 3938.176514
	Iteration 9Q: 3 clusters Score -510291.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -510321.250000 Penalty: 3938.176514
	Iteration 10Q: 3 clusters Score -510321.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -510341.625000 Penalty: 3938.176514
	Iteration 11Q: 3 clusters Score -510341.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -510359.562500 Penalty: 3938.176514
	Iteration 12Q: 3 clusters Score -510359.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -510377.781250 Penalty: 3938.176514
	Iteration 13Q: 3 clusters Score -510377.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -510391.906250 Penalty: 3938.176514
	Iteration 14Q: 3 clusters Score -510391.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -510403.906250 Penalty: 3938.176514
	Iteration 15Q: 3 clusters Score -510403.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -510413.562500 Penalty: 3938.176514
	Iteration 16Q: 3 clusters Score -510413.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -510423.000000 Penalty: 3938.176514
	Iteration 17Q: 3 clusters Score -510423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -510427.906250 Penalty: 3938.176514
	Iteration 18Q: 3 clusters Score -510427.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -510435.000000 Penalty: 3938.176514
	Iteration 19Q: 3 clusters Score -510435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -510442.093750 Penalty: 3938.176514
	Iteration 20F: 3 clusters Score -510442.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -510448.312500 Penalty: 3938.176514
	Iteration 21Q: 3 clusters Score -510448.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -510453.593750 Penalty: 3938.176514
	Iteration 22Q: 3 clusters Score -510453.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -510458.000000 Penalty: 3938.176514
	Iteration 23Q: 3 clusters Score -510458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -510459.375000 Penalty: 3938.176514
	Iteration 24Q: 3 clusters Score -510459.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -510461.781250 Penalty: 3938.176514
	Iteration 25Q: 3 clusters Score -510461.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -510464.593750 Penalty: 3938.176514
	Iteration 26Q: 3 clusters Score -510464.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -510467.531250 Penalty: 3938.176514
	Iteration 27Q: 3 clusters Score -510467.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -510469.531250 Penalty: 3938.176514
	Iteration 28Q: 3 clusters Score -510469.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -510474.843750 Penalty: 3938.176514
	Iteration 29Q: 3 clusters Score -510474.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -510478.562500 Penalty: 3938.176514
	Iteration 30Q: 3 clusters Score -510478.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -510481.906250 Penalty: 3938.176514
	Iteration 31Q: 3 clusters Score -510481.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -510488.406250 Penalty: 3938.176514
	Iteration 32Q: 3 clusters Score -510488.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -510492.906250 Penalty: 3938.176514
	Iteration 33Q: 3 clusters Score -510492.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -510497.718750 Penalty: 3938.176514
	Iteration 34Q: 3 clusters Score -510497.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -510504.843750 Penalty: 3938.176514
	Iteration 35Q: 3 clusters Score -510504.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -510508.468750 Penalty: 3938.176514
	Iteration 36Q: 3 clusters Score -510508.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -510512.250000 Penalty: 3938.176514
	Iteration 37Q: 3 clusters Score -510512.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -510515.406250 Penalty: 3938.176514
	Iteration 38Q: 3 clusters Score -510515.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -510518.312500 Penalty: 3938.176514
	Iteration 39Q: 3 clusters Score -510518.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -510520.062500 Penalty: 3938.176514
	Iteration 40F: 3 clusters Score -510520.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -510521.218750 Penalty: 3938.176514
	Iteration 41Q: 3 clusters Score -510521.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -510521.218750 Penalty: 3938.176514
	Iteration 42F: 3 clusters Score -510521.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49011 members 
Mstep: Class 2 contains 49777 members 
Mstep: Class 3 contains 5319 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44243 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 46195 members 
Mstep: Class 8 contains 611 members 
Mstep: Class 9 contains 997 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44515 members 
Mstep: Class 13 contains 2374 members 
Mstep: Class 14 contains 53004 members 
Mstep: Class 15 contains 1284 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 44222 members 
Mstep: Class 18 contains 46386 members 
Mstep: Class 19 contains 28108 members 
Mstep: Class 20 contains 47890 members 
Mstep: Class 21 contains 50241 members 
Mstep: Class 22 contains 49574 members 
Mstep: Class 23 contains 48799 members 
Mstep: Class 24 contains 2807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111194672.000000 Penalty: 76057.484375
Iteration 159Q: 24 clusters Score -1.111947e+08 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49058 members 
Mstep: Class 2 contains 49747 members 
Mstep: Class 3 contains 5323 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44227 members 
Mstep: Class 6 contains 894 members 
Mstep: Class 7 contains 46156 members 
Mstep: Class 8 contains 611 members 
Mstep: Class 9 contains 997 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44520 members 
Mstep: Class 13 contains 2374 members 
Mstep: Class 14 contains 52999 members 
Mstep: Class 15 contains 1282 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 44252 members 
Mstep: Class 18 contains 46408 members 
Mstep: Class 19 contains 28069 members 
Mstep: Class 20 contains 47922 members 
Mstep: Class 21 contains 50195 members 
Mstep: Class 22 contains 49631 members 
Mstep: Class 23 contains 48787 members 
Mstep: Class 24 contains 2799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111194408.000000 Penalty: 76057.484375
Iteration 160F: 24 clusters Score -1.111944e+08 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49098 members 
Mstep: Class 2 contains 49749 members 
Mstep: Class 3 contains 5329 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44231 members 
Mstep: Class 6 contains 889 members 
Mstep: Class 7 contains 46143 members 
Mstep: Class 8 contains 611 members 
Mstep: Class 9 contains 997 members 
Mstep: Class 10 contains 598 members 
Mstep: Class 12 contains 44550 members 
Mstep: Class 13 contains 2374 members 
Mstep: Class 14 contains 52995 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 623 members 
Mstep: Class 17 contains 44249 members 
Mstep: Class 18 contains 46431 members 
Mstep: Class 19 contains 28018 members 
Mstep: Class 20 contains 47964 members 
Mstep: Class 21 contains 50153 members 
Mstep: Class 22 contains 49630 members 
Mstep: Class 23 contains 48766 members 
Mstep: Class 24 contains 2788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111194216.000000 Penalty: 76057.484375
Iteration 161Q: 24 clusters Score -1.111942e+08 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49147 members 
Mstep: Class 2 contains 49764 members 
Mstep: Class 3 contains 5329 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44248 members 
Mstep: Class 6 contains 887 members 
Mstep: Class 7 contains 46156 members 
Mstep: Class 8 contains 611 members 
Mstep: Class 9 contains 997 members 
Mstep: Class 10 contains 595 members 
Mstep: Class 12 contains 44560 members 
Mstep: Class 13 contains 2374 members 
Mstep: Class 14 contains 52988 members 
Mstep: Class 15 contains 1281 members 
Mstep: Class 16 contains 624 members 
Mstep: Class 17 contains 44243 members 
Mstep: Class 18 contains 46447 members 
Mstep: Class 19 contains 27961 members 
Mstep: Class 20 contains 48037 members 
Mstep: Class 21 contains 50123 members 
Mstep: Class 22 contains 49602 members 
Mstep: Class 23 contains 48721 members 
Mstep: Class 24 contains 2772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111194504.000000 Penalty: 76057.484375
Iteration 162Q: 24 clusters Score -1.111945e+08 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49166 members 
Mstep: Class 2 contains 49803 members 
Mstep: Class 3 contains 5327 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44261 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 46157 members 
Mstep: Class 8 contains 611 members 
Mstep: Class 9 contains 997 members 
Mstep: Class 10 contains 595 members 
Mstep: Class 12 contains 44570 members 
Mstep: Class 13 contains 2376 members 
Mstep: Class 14 contains 52968 members 
Mstep: Class 15 contains 1280 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 44241 members 
Mstep: Class 18 contains 46464 members 
Mstep: Class 19 contains 27914 members 
Mstep: Class 20 contains 48068 members 
Mstep: Class 21 contains 50089 members 
Mstep: Class 22 contains 49628 members 
Mstep: Class 23 contains 48689 members 
Mstep: Class 24 contains 2753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111194600.000000 Penalty: 76057.484375
Iteration 163Q: 24 clusters Score -1.111946e+08 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49176 members 
Mstep: Class 2 contains 49829 members 
Mstep: Class 3 contains 5326 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44263 members 
Mstep: Class 6 contains 887 members 
Mstep: Class 7 contains 46148 members 
Mstep: Class 8 contains 609 members 
Mstep: Class 9 contains 997 members 
Mstep: Class 10 contains 595 members 
Mstep: Class 12 contains 44605 members 
Mstep: Class 13 contains 2376 members 
Mstep: Class 14 contains 52971 members 
Mstep: Class 15 contains 1280 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 44239 members 
Mstep: Class 18 contains 46459 members 
Mstep: Class 19 contains 27850 members 
Mstep: Class 20 contains 48069 members 
Mstep: Class 21 contains 50063 members 
Mstep: Class 22 contains 49700 members 
Mstep: Class 23 contains 48666 members 
Mstep: Class 24 contains 2734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111195248.000000 Penalty: 76057.484375
Iteration 164Q: 24 clusters Score -1.111952e+08 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49181 members 
Mstep: Class 2 contains 49841 members 
Mstep: Class 3 contains 5327 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44282 members 
Mstep: Class 6 contains 887 members 
Mstep: Class 7 contains 46164 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 595 members 
Mstep: Class 12 contains 44611 members 
Mstep: Class 13 contains 2376 members 
Mstep: Class 14 contains 52948 members 
Mstep: Class 15 contains 1278 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 44257 members 
Mstep: Class 18 contains 46450 members 
Mstep: Class 19 contains 27782 members 
Mstep: Class 20 contains 48076 members 
Mstep: Class 21 contains 50007 members 
Mstep: Class 22 contains 49791 members 
Mstep: Class 23 contains 48665 members 
Mstep: Class 24 contains 2718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111195112.000000 Penalty: 76057.484375
Iteration 165Q: 24 clusters Score -1.111951e+08 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49152 members 
Mstep: Class 2 contains 49859 members 
Mstep: Class 3 contains 5325 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44317 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46176 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 595 members 
Mstep: Class 12 contains 44616 members 
Mstep: Class 13 contains 2374 members 
Mstep: Class 14 contains 52954 members 
Mstep: Class 15 contains 1279 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 44263 members 
Mstep: Class 18 contains 46462 members 
Mstep: Class 19 contains 27705 members 
Mstep: Class 20 contains 48051 members 
Mstep: Class 21 contains 49987 members 
Mstep: Class 22 contains 49871 members 
Mstep: Class 23 contains 48665 members 
Mstep: Class 24 contains 2698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111195184.000000 Penalty: 76057.484375
Iteration 166Q: 24 clusters Score -1.111952e+08 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 49858 members 
Mstep: Class 3 contains 5319 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44331 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46163 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 595 members 
Mstep: Class 12 contains 44602 members 
Mstep: Class 13 contains 2372 members 
Mstep: Class 14 contains 52951 members 
Mstep: Class 15 contains 1278 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 44260 members 
Mstep: Class 18 contains 46480 members 
Mstep: Class 19 contains 27628 members 
Mstep: Class 20 contains 48044 members 
Mstep: Class 21 contains 49955 members 
Mstep: Class 22 contains 49969 members 
Mstep: Class 23 contains 48666 members 
Mstep: Class 24 contains 2683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111195240.000000 Penalty: 76057.484375
Iteration 167Q: 24 clusters Score -1.111952e+08 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49234 members 
Mstep: Class 2 contains 49858 members 
Mstep: Class 3 contains 5319 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44349 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46172 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 595 members 
Mstep: Class 12 contains 44566 members 
Mstep: Class 13 contains 2371 members 
Mstep: Class 14 contains 52967 members 
Mstep: Class 15 contains 1277 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 44269 members 
Mstep: Class 18 contains 46475 members 
Mstep: Class 19 contains 27553 members 
Mstep: Class 20 contains 48054 members 
Mstep: Class 21 contains 49910 members 
Mstep: Class 22 contains 50042 members 
Mstep: Class 23 contains 48673 members 
Mstep: Class 24 contains 2665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111195240.000000 Penalty: 76057.484375
Iteration 168Q: 24 clusters Score -1.111952e+08 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49291 members 
Mstep: Class 2 contains 49878 members 
Mstep: Class 3 contains 5316 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44366 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46167 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 595 members 
Mstep: Class 12 contains 44533 members 
Mstep: Class 13 contains 2368 members 
Mstep: Class 14 contains 52987 members 
Mstep: Class 15 contains 1277 members 
Mstep: Class 16 contains 625 members 
Mstep: Class 17 contains 44285 members 
Mstep: Class 18 contains 46477 members 
Mstep: Class 19 contains 27477 members 
Mstep: Class 20 contains 48068 members 
Mstep: Class 21 contains 49852 members 
Mstep: Class 22 contains 50107 members 
Mstep: Class 23 contains 48669 members 
Mstep: Class 24 contains 2636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111195520.000000 Penalty: 76057.484375
Iteration 169Q: 24 clusters Score -1.111955e+08 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49338 members 
Mstep: Class 2 contains 49884 members 
Mstep: Class 3 contains 5316 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44388 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46183 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 595 members 
Mstep: Class 12 contains 44520 members 
Mstep: Class 13 contains 2365 members 
Mstep: Class 14 contains 52994 members 
Mstep: Class 15 contains 1277 members 
Mstep: Class 16 contains 626 members 
Mstep: Class 17 contains 44279 members 
Mstep: Class 18 contains 46457 members 
Mstep: Class 19 contains 27397 members 
Mstep: Class 20 contains 48092 members 
Mstep: Class 21 contains 49763 members 
Mstep: Class 22 contains 50207 members 
Mstep: Class 23 contains 48677 members 
Mstep: Class 24 contains 2616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111196016.000000 Penalty: 76057.484375
Iteration 170Q: 24 clusters Score -1.11196e+08 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49373 members 
Mstep: Class 2 contains 49897 members 
Mstep: Class 3 contains 5316 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44378 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46179 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 595 members 
Mstep: Class 12 contains 44516 members 
Mstep: Class 13 contains 2360 members 
Mstep: Class 14 contains 52971 members 
Mstep: Class 15 contains 1277 members 
Mstep: Class 16 contains 627 members 
Mstep: Class 17 contains 44286 members 
Mstep: Class 18 contains 46462 members 
Mstep: Class 19 contains 27324 members 
Mstep: Class 20 contains 48124 members 
Mstep: Class 21 contains 49708 members 
Mstep: Class 22 contains 50281 members 
Mstep: Class 23 contains 48703 members 
Mstep: Class 24 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 171Q: 24 clusters Score -1.11196e+08 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49405 members 
Mstep: Class 2 contains 49891 members 
Mstep: Class 3 contains 5315 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44378 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46174 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 595 members 
Mstep: Class 12 contains 44533 members 
Mstep: Class 13 contains 2357 members 
Mstep: Class 14 contains 52949 members 
Mstep: Class 15 contains 1274 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44293 members 
Mstep: Class 18 contains 46464 members 
Mstep: Class 19 contains 27266 members 
Mstep: Class 20 contains 48107 members 
Mstep: Class 21 contains 49653 members 
Mstep: Class 22 contains 50371 members 
Mstep: Class 23 contains 48738 members 
Mstep: Class 24 contains 2582 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 172Q: 24 clusters Score -1.111959e+08 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 49881 members 
Mstep: Class 3 contains 5319 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44369 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46147 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 12 contains 44539 members 
Mstep: Class 13 contains 2357 members 
Mstep: Class 14 contains 52932 members 
Mstep: Class 15 contains 1271 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44307 members 
Mstep: Class 18 contains 46442 members 
Mstep: Class 19 contains 27207 members 
Mstep: Class 20 contains 48070 members 
Mstep: Class 21 contains 49628 members 
Mstep: Class 22 contains 50500 members 
Mstep: Class 23 contains 48756 members 
Mstep: Class 24 contains 2561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111196024.000000 Penalty: 76057.484375
Iteration 173Q: 24 clusters Score -1.11196e+08 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 49892 members 
Mstep: Class 3 contains 5321 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44357 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46150 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 12 contains 44572 members 
Mstep: Class 13 contains 2355 members 
Mstep: Class 14 contains 52918 members 
Mstep: Class 15 contains 1270 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44287 members 
Mstep: Class 18 contains 46449 members 
Mstep: Class 19 contains 27146 members 
Mstep: Class 20 contains 48057 members 
Mstep: Class 21 contains 49607 members 
Mstep: Class 22 contains 50594 members 
Mstep: Class 23 contains 48741 members 
Mstep: Class 24 contains 2548 members 
Entering Unmasked Estep 
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Iteration 174Q: 24 clusters Score -1.111959e+08 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49514 members 
Mstep: Class 2 contains 49903 members 
Mstep: Class 3 contains 5324 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44360 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46141 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 12 contains 44574 members 
Mstep: Class 13 contains 2352 members 
Mstep: Class 14 contains 52906 members 
Mstep: Class 15 contains 1271 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44286 members 
Mstep: Class 18 contains 46456 members 
Mstep: Class 19 contains 27104 members 
Mstep: Class 20 contains 48060 members 
Mstep: Class 21 contains 49576 members 
Mstep: Class 22 contains 50648 members 
Mstep: Class 23 contains 48741 members 
Mstep: Class 24 contains 2535 members 
Entering Unmasked Estep 
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Iteration 175Q: 24 clusters Score -1.111963e+08 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49533 members 
Mstep: Class 2 contains 49898 members 
Mstep: Class 3 contains 5321 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44377 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46130 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 12 contains 44553 members 
Mstep: Class 13 contains 2349 members 
Mstep: Class 14 contains 52907 members 
Mstep: Class 15 contains 1273 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44299 members 
Mstep: Class 18 contains 46453 members 
Mstep: Class 19 contains 27059 members 
Mstep: Class 20 contains 48093 members 
Mstep: Class 21 contains 49542 members 
Mstep: Class 22 contains 50684 members 
Mstep: Class 23 contains 48756 members 
Mstep: Class 24 contains 2524 members 
Entering Unmasked Estep 
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Iteration 176Q: 24 clusters Score -1.111962e+08 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49566 members 
Mstep: Class 2 contains 49927 members 
Mstep: Class 3 contains 5317 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44393 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46132 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 12 contains 44543 members 
Mstep: Class 13 contains 2345 members 
Mstep: Class 14 contains 52924 members 
Mstep: Class 15 contains 1270 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44277 members 
Mstep: Class 18 contains 46459 members 
Mstep: Class 19 contains 27013 members 
Mstep: Class 20 contains 48045 members 
Mstep: Class 21 contains 49495 members 
Mstep: Class 22 contains 50772 members 
Mstep: Class 23 contains 48758 members 
Mstep: Class 24 contains 2515 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 177Q: 24 clusters Score -1.111963e+08 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 49915 members 
Mstep: Class 3 contains 5324 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44378 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46135 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 12 contains 44555 members 
Mstep: Class 13 contains 2344 members 
Mstep: Class 14 contains 52937 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44274 members 
Mstep: Class 18 contains 46451 members 
Mstep: Class 19 contains 26968 members 
Mstep: Class 20 contains 48047 members 
Mstep: Class 21 contains 49451 members 
Mstep: Class 22 contains 50847 members 
Mstep: Class 23 contains 48762 members 
Mstep: Class 24 contains 2503 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 178Q: 24 clusters Score -1.111966e+08 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49629 members 
Mstep: Class 2 contains 49904 members 
Mstep: Class 3 contains 5328 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44364 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46133 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 12 contains 44541 members 
Mstep: Class 13 contains 2341 members 
Mstep: Class 14 contains 52946 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44282 members 
Mstep: Class 18 contains 46447 members 
Mstep: Class 19 contains 26931 members 
Mstep: Class 20 contains 48039 members 
Mstep: Class 21 contains 49421 members 
Mstep: Class 22 contains 50921 members 
Mstep: Class 23 contains 48761 members 
Mstep: Class 24 contains 2494 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 179Q: 24 clusters Score -1.111963e+08 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49630 members 
Mstep: Class 2 contains 49918 members 
Mstep: Class 3 contains 5333 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44345 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46118 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 12 contains 44576 members 
Mstep: Class 13 contains 2338 members 
Mstep: Class 14 contains 52960 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44289 members 
Mstep: Class 18 contains 46457 members 
Mstep: Class 19 contains 26894 members 
Mstep: Class 20 contains 48007 members 
Mstep: Class 21 contains 49414 members 
Mstep: Class 22 contains 50975 members 
Mstep: Class 23 contains 48742 members 
Mstep: Class 24 contains 2486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111196200.000000 Penalty: 76057.484375
Iteration 180F: 24 clusters Score -1.111962e+08 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49611 members 
Mstep: Class 2 contains 49938 members 
Mstep: Class 3 contains 5340 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44327 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46111 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 12 contains 44594 members 
Mstep: Class 13 contains 2338 members 
Mstep: Class 14 contains 52950 members 
Mstep: Class 15 contains 1269 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44295 members 
Mstep: Class 18 contains 46471 members 
Mstep: Class 19 contains 26859 members 
Mstep: Class 20 contains 48007 members 
Mstep: Class 21 contains 49420 members 
Mstep: Class 22 contains 51009 members 
Mstep: Class 23 contains 48732 members 
Mstep: Class 24 contains 2480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111195928.000000 Penalty: 76057.484375
Iteration 181Q: 24 clusters Score -1.111959e+08 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49596 members 
Mstep: Class 2 contains 49939 members 
Mstep: Class 3 contains 5356 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44310 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46110 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 12 contains 44596 members 
Mstep: Class 13 contains 2338 members 
Mstep: Class 14 contains 52943 members 
Mstep: Class 15 contains 1268 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44297 members 
Mstep: Class 18 contains 46476 members 
Mstep: Class 19 contains 26832 members 
Mstep: Class 20 contains 48011 members 
Mstep: Class 21 contains 49431 members 
Mstep: Class 22 contains 51055 members 
Mstep: Class 23 contains 48720 members 
Mstep: Class 24 contains 2473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111196000.000000 Penalty: 76057.484375
Iteration 182Q: 24 clusters Score -1.11196e+08 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49592 members 
Mstep: Class 2 contains 49952 members 
Mstep: Class 3 contains 5371 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44308 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46127 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 12 contains 44563 members 
Mstep: Class 13 contains 2338 members 
Mstep: Class 14 contains 52918 members 
Mstep: Class 15 contains 1268 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44314 members 
Mstep: Class 18 contains 46459 members 
Mstep: Class 19 contains 26803 members 
Mstep: Class 20 contains 48011 members 
Mstep: Class 21 contains 49424 members 
Mstep: Class 22 contains 51102 members 
Mstep: Class 23 contains 48733 members 
Mstep: Class 24 contains 2468 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 183Q: 24 clusters Score -1.111959e+08 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49571 members 
Mstep: Class 2 contains 49983 members 
Mstep: Class 3 contains 5381 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44293 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46126 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 12 contains 44553 members 
Mstep: Class 13 contains 2338 members 
Mstep: Class 14 contains 52910 members 
Mstep: Class 15 contains 1266 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44333 members 
Mstep: Class 18 contains 46465 members 
Mstep: Class 19 contains 26779 members 
Mstep: Class 20 contains 48023 members 
Mstep: Class 21 contains 49431 members 
Mstep: Class 22 contains 51131 members 
Mstep: Class 23 contains 48709 members 
Mstep: Class 24 contains 2459 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 184Q: 24 clusters Score -1.111962e+08 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49548 members 
Mstep: Class 2 contains 50005 members 
Mstep: Class 3 contains 5394 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44286 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46144 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 12 contains 44571 members 
Mstep: Class 13 contains 2338 members 
Mstep: Class 14 contains 52919 members 
Mstep: Class 15 contains 1265 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 44349 members 
Mstep: Class 18 contains 46466 members 
Mstep: Class 19 contains 26746 members 
Mstep: Class 20 contains 48015 members 
Mstep: Class 21 contains 49425 members 
Mstep: Class 22 contains 51141 members 
Mstep: Class 23 contains 48682 members 
Mstep: Class 24 contains 2456 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 185Q: 24 clusters Score -1.111961e+08 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49538 members 
Mstep: Class 2 contains 50033 members 
Mstep: Class 3 contains 5402 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44289 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46156 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 12 contains 44588 members 
Mstep: Class 13 contains 2338 members 
Mstep: Class 14 contains 52929 members 
Mstep: Class 15 contains 1262 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44397 members 
Mstep: Class 18 contains 46470 members 
Mstep: Class 19 contains 26723 members 
Mstep: Class 20 contains 48018 members 
Mstep: Class 21 contains 49392 members 
Mstep: Class 22 contains 51121 members 
Mstep: Class 23 contains 48638 members 
Mstep: Class 24 contains 2455 members 
Entering Unmasked Estep 
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Iteration 186Q: 24 clusters Score -1.11196e+08 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49563 members 
Mstep: Class 2 contains 50048 members 
Mstep: Class 3 contains 5412 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44297 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46167 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 12 contains 44614 members 
Mstep: Class 13 contains 2337 members 
Mstep: Class 14 contains 52918 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44404 members 
Mstep: Class 18 contains 46471 members 
Mstep: Class 19 contains 26704 members 
Mstep: Class 20 contains 47999 members 
Mstep: Class 21 contains 49363 members 
Mstep: Class 22 contains 51139 members 
Mstep: Class 23 contains 48602 members 
Mstep: Class 24 contains 2453 members 
Entering Unmasked Estep 
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Iteration 187Q: 24 clusters Score -1.111961e+08 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49587 members 
Mstep: Class 2 contains 50049 members 
Mstep: Class 3 contains 5420 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44303 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46173 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 12 contains 44622 members 
Mstep: Class 13 contains 2335 members 
Mstep: Class 14 contains 52912 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44423 members 
Mstep: Class 18 contains 46446 members 
Mstep: Class 19 contains 26679 members 
Mstep: Class 20 contains 47995 members 
Mstep: Class 21 contains 49375 members 
Mstep: Class 22 contains 51152 members 
Mstep: Class 23 contains 48581 members 
Mstep: Class 24 contains 2439 members 
Entering Unmasked Estep 
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Iteration 188Q: 24 clusters Score -1.111962e+08 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49584 members 
Mstep: Class 2 contains 50095 members 
Mstep: Class 3 contains 5423 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44306 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46158 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 12 contains 44599 members 
Mstep: Class 13 contains 2334 members 
Mstep: Class 14 contains 52897 members 
Mstep: Class 15 contains 1259 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44445 members 
Mstep: Class 18 contains 46439 members 
Mstep: Class 19 contains 26642 members 
Mstep: Class 20 contains 48004 members 
Mstep: Class 21 contains 49385 members 
Mstep: Class 22 contains 51196 members 
Mstep: Class 23 contains 48554 members 
Mstep: Class 24 contains 2429 members 
Entering Unmasked Estep 
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Iteration 189Q: 24 clusters Score -1.111963e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 50131 members 
Mstep: Class 3 contains 5431 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44291 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46132 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 12 contains 44607 members 
Mstep: Class 13 contains 2333 members 
Mstep: Class 14 contains 52884 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44452 members 
Mstep: Class 18 contains 46460 members 
Mstep: Class 19 contains 26610 members 
Mstep: Class 20 contains 48006 members 
Mstep: Class 21 contains 49390 members 
Mstep: Class 22 contains 51217 members 
Mstep: Class 23 contains 48536 members 
Mstep: Class 24 contains 2420 members 
Entering Unmasked Estep 
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Iteration 190Q: 24 clusters Score -1.111964e+08 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49602 members 
Mstep: Class 2 contains 50154 members 
Mstep: Class 3 contains 5439 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44274 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46135 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 12 contains 44616 members 
Mstep: Class 13 contains 2332 members 
Mstep: Class 14 contains 52890 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44468 members 
Mstep: Class 18 contains 46464 members 
Mstep: Class 19 contains 26581 members 
Mstep: Class 20 contains 48003 members 
Mstep: Class 21 contains 49398 members 
Mstep: Class 22 contains 51232 members 
Mstep: Class 23 contains 48499 members 
Mstep: Class 24 contains 2404 members 
Entering Unmasked Estep 
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Iteration 191Q: 24 clusters Score -1.111964e+08 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49626 members 
Mstep: Class 2 contains 50154 members 
Mstep: Class 3 contains 5441 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44264 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46140 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 12 contains 44632 members 
Mstep: Class 13 contains 2330 members 
Mstep: Class 14 contains 52890 members 
Mstep: Class 15 contains 1255 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44484 members 
Mstep: Class 18 contains 46457 members 
Mstep: Class 19 contains 26553 members 
Mstep: Class 20 contains 48001 members 
Mstep: Class 21 contains 49403 members 
Mstep: Class 22 contains 51254 members 
Mstep: Class 23 contains 48471 members 
Mstep: Class 24 contains 2394 members 
Entering Unmasked Estep 
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Iteration 192Q: 24 clusters Score -1.111965e+08 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49689 members 
Mstep: Class 2 contains 50155 members 
Mstep: Class 3 contains 5445 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44266 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46138 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 12 contains 44638 members 
Mstep: Class 13 contains 2329 members 
Mstep: Class 14 contains 52881 members 
Mstep: Class 15 contains 1251 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44498 members 
Mstep: Class 18 contains 46452 members 
Mstep: Class 19 contains 26534 members 
Mstep: Class 20 contains 48011 members 
Mstep: Class 21 contains 49403 members 
Mstep: Class 22 contains 51263 members 
Mstep: Class 23 contains 48419 members 
Mstep: Class 24 contains 2377 members 
Entering Unmasked Estep 
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Iteration 193Q: 24 clusters Score -1.111965e+08 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49725 members 
Mstep: Class 2 contains 50167 members 
Mstep: Class 3 contains 5453 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44274 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46156 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 12 contains 44630 members 
Mstep: Class 13 contains 2328 members 
Mstep: Class 14 contains 52875 members 
Mstep: Class 15 contains 1247 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44505 members 
Mstep: Class 18 contains 46449 members 
Mstep: Class 19 contains 26516 members 
Mstep: Class 20 contains 48015 members 
Mstep: Class 21 contains 49394 members 
Mstep: Class 22 contains 51243 members 
Mstep: Class 23 contains 48402 members 
Mstep: Class 24 contains 2370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111196616.000000 Penalty: 76057.484375
Iteration 194Q: 24 clusters Score -1.111966e+08 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49762 members 
Mstep: Class 2 contains 50158 members 
Mstep: Class 3 contains 5472 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44276 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46154 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 12 contains 44640 members 
Mstep: Class 13 contains 2328 members 
Mstep: Class 14 contains 52873 members 
Mstep: Class 15 contains 1239 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44518 members 
Mstep: Class 18 contains 46427 members 
Mstep: Class 19 contains 26489 members 
Mstep: Class 20 contains 48025 members 
Mstep: Class 21 contains 49364 members 
Mstep: Class 22 contains 51228 members 
Mstep: Class 23 contains 48423 members 
Mstep: Class 24 contains 2373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111196864.000000 Penalty: 76057.484375
Iteration 195Q: 24 clusters Score -1.111969e+08 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49822 members 
Mstep: Class 2 contains 50148 members 
Mstep: Class 3 contains 5488 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44255 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46145 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 44632 members 
Mstep: Class 13 contains 2327 members 
Mstep: Class 14 contains 52894 members 
Mstep: Class 15 contains 1234 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44539 members 
Mstep: Class 18 contains 46398 members 
Mstep: Class 19 contains 26466 members 
Mstep: Class 20 contains 48029 members 
Mstep: Class 21 contains 49320 members 
Mstep: Class 22 contains 51246 members 
Mstep: Class 23 contains 48431 members 
Mstep: Class 24 contains 2377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111196696.000000 Penalty: 76057.484375
Iteration 196Q: 24 clusters Score -1.111967e+08 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49820 members 
Mstep: Class 2 contains 50138 members 
Mstep: Class 3 contains 5496 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44243 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46132 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 44639 members 
Mstep: Class 13 contains 2327 members 
Mstep: Class 14 contains 52914 members 
Mstep: Class 15 contains 1229 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44555 members 
Mstep: Class 18 contains 46386 members 
Mstep: Class 19 contains 26436 members 
Mstep: Class 20 contains 48030 members 
Mstep: Class 21 contains 49310 members 
Mstep: Class 22 contains 51295 members 
Mstep: Class 23 contains 48421 members 
Mstep: Class 24 contains 2380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111196648.000000 Penalty: 76057.484375
Iteration 197Q: 24 clusters Score -1.111966e+08 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49791 members 
Mstep: Class 2 contains 50111 members 
Mstep: Class 3 contains 5503 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44254 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46131 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 44661 members 
Mstep: Class 13 contains 2326 members 
Mstep: Class 14 contains 52923 members 
Mstep: Class 15 contains 1222 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44577 members 
Mstep: Class 18 contains 46356 members 
Mstep: Class 19 contains 26418 members 
Mstep: Class 20 contains 48031 members 
Mstep: Class 21 contains 49325 members 
Mstep: Class 22 contains 51328 members 
Mstep: Class 23 contains 48413 members 
Mstep: Class 24 contains 2381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111196904.000000 Penalty: 76057.484375
Iteration 198Q: 24 clusters Score -1.111969e+08 nChanged 1266
Entering ConstructFrom: 
Score: -111196904.000000 Penalty: 76057.484375
Entering ConstructFrom: 
Trying to split cluster 1 (49783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49783 members 
Entering Unmasked Estep 
Score: -9170025.000000 Penalty: 2682.226318
	Iteration 0F: 2 clusters Score -9170025 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -9139320.000000 Penalty: 5364.452637
	Iteration 0F: 3 clusters Score -9139320 nChanged 23011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -9152110.000000 Penalty: 5364.452637
	Iteration 1F: 3 clusters Score -9152110 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -9152679.000000 Penalty: 5364.452637
	Iteration 2Q: 3 clusters Score -9152679 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -9153246.000000 Penalty: 5364.452637
	Iteration 3Q: 3 clusters Score -9153246 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -9153874.000000 Penalty: 5364.452637
	Iteration 4Q: 3 clusters Score -9153874 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31243 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -9154811.000000 Penalty: 5364.452637
	Iteration 5Q: 3 clusters Score -9154811 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -9156223.000000 Penalty: 5364.452637
	Iteration 6F: 3 clusters Score -9156223 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -9158415.000000 Penalty: 5364.452637
	Iteration 7F: 3 clusters Score -9158415 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -9161241.000000 Penalty: 5364.452637
	Iteration 8F: 3 clusters Score -9161241 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43613 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -9164051.000000 Penalty: 5364.452637
	Iteration 9F: 3 clusters Score -9164051 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46221 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -9165897.000000 Penalty: 5364.452637
	Iteration 10F: 3 clusters Score -9165897 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47839 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -9166824.000000 Penalty: 5364.452637
	Iteration 11Q: 3 clusters Score -9166824 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48677 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -9167250.000000 Penalty: 5364.452637
	Iteration 12Q: 3 clusters Score -9167250 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49057 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9167424.000000 Penalty: 5364.452637
	Iteration 13Q: 3 clusters Score -9167424 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49233 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -9167536.000000 Penalty: 5364.452637
	Iteration 14Q: 3 clusters Score -9167536 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49322 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -9167612.000000 Penalty: 5364.452637
	Iteration 15Q: 3 clusters Score -9167612 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49361 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9167657.000000 Penalty: 5364.452637
	Iteration 16Q: 3 clusters Score -9167657 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49401 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -9167684.000000 Penalty: 5364.452637
	Iteration 17Q: 3 clusters Score -9167684 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49412 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -9167713.000000 Penalty: 5364.452637
	Iteration 18Q: 3 clusters Score -9167713 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49421 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -9167719.000000 Penalty: 5364.452637
	Iteration 19Q: 3 clusters Score -9167719 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49428 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -9167742.000000 Penalty: 5364.452637
	Iteration 20F: 3 clusters Score -9167742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49429 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -9167739.000000 Penalty: 5364.452637
	Iteration 21Q: 3 clusters Score -9167739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49433 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -9167766.000000 Penalty: 5364.452637
	Iteration 22Q: 3 clusters Score -9167766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49433 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -9167765.000000 Penalty: 5364.452637
	Iteration 23Q: 3 clusters Score -9167765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49434 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -9167773.000000 Penalty: 5364.452637
	Iteration 24Q: 3 clusters Score -9167773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49435 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -9167779.000000 Penalty: 5364.452637
	Iteration 25Q: 3 clusters Score -9167779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49439 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -9167782.000000 Penalty: 5364.452637
	Iteration 26Q: 3 clusters Score -9167782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49439 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -9167782.000000 Penalty: 5364.452637
	Iteration 27F: 3 clusters Score -9167782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (50074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50074 members 
Entering Unmasked Estep 
Score: -9157040.000000 Penalty: 2683.671875
	Iteration 0F: 2 clusters Score -9157040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -9125868.000000 Penalty: 5367.343750
	Iteration 0F: 3 clusters Score -9125868 nChanged 22969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 26299 members 
Entering Unmasked Estep 
Score: -9138535.000000 Penalty: 5367.343750
	Iteration 1F: 3 clusters Score -9138535 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 27027 members 
Entering Unmasked Estep 
Score: -9139195.000000 Penalty: 5367.343750
	Iteration 2Q: 3 clusters Score -9139195 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -9139836.000000 Penalty: 5367.343750
	Iteration 3Q: 3 clusters Score -9139836 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 29451 members 
Entering Unmasked Estep 
Score: -9140636.000000 Penalty: 5367.343750
	Iteration 4Q: 3 clusters Score -9140636 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -9141821.000000 Penalty: 5367.343750
	Iteration 5Q: 3 clusters Score -9141821 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -9143455.000000 Penalty: 5367.343750
	Iteration 6F: 3 clusters Score -9143455 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -9145740.000000 Penalty: 5367.343750
	Iteration 7F: 3 clusters Score -9145740 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 40713 members 
Entering Unmasked Estep 
Score: -9148535.000000 Penalty: 5367.343750
	Iteration 8F: 3 clusters Score -9148535 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 44060 members 
Entering Unmasked Estep 
Score: -9151187.000000 Penalty: 5367.343750
	Iteration 9F: 3 clusters Score -9151187 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 46654 members 
Entering Unmasked Estep 
Score: -9152709.000000 Penalty: 5367.343750
	Iteration 10F: 3 clusters Score -9152709 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 48338 members 
Entering Unmasked Estep 
Score: -9153623.000000 Penalty: 5367.343750
	Iteration 11Q: 3 clusters Score -9153623 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 49208 members 
Entering Unmasked Estep 
Score: -9154119.000000 Penalty: 5367.343750
	Iteration 12Q: 3 clusters Score -9154119 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 49555 members 
Entering Unmasked Estep 
Score: -9154365.000000 Penalty: 5367.343750
	Iteration 13Q: 3 clusters Score -9154365 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 49701 members 
Entering Unmasked Estep 
Score: -9154511.000000 Penalty: 5367.343750
	Iteration 14Q: 3 clusters Score -9154511 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 49772 members 
Entering Unmasked Estep 
Score: -9154592.000000 Penalty: 5367.343750
	Iteration 15Q: 3 clusters Score -9154592 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 49798 members 
Entering Unmasked Estep 
Score: -9154654.000000 Penalty: 5367.343750
	Iteration 16Q: 3 clusters Score -9154654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 49812 members 
Entering Unmasked Estep 
Score: -9154678.000000 Penalty: 5367.343750
	Iteration 17Q: 3 clusters Score -9154678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 49815 members 
Entering Unmasked Estep 
Score: -9154702.000000 Penalty: 5367.343750
	Iteration 18Q: 3 clusters Score -9154702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 49817 members 
Entering Unmasked Estep 
Score: -9154710.000000 Penalty: 5367.343750
	Iteration 19Q: 3 clusters Score -9154710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 49815 members 
Entering Unmasked Estep 
Score: -9154715.000000 Penalty: 5367.343750
	Iteration 20F: 3 clusters Score -9154715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 49818 members 
Entering Unmasked Estep 
Score: -9154722.000000 Penalty: 5367.343750
	Iteration 21Q: 3 clusters Score -9154722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 49820 members 
Entering Unmasked Estep 
Score: -9154725.000000 Penalty: 5367.343750
	Iteration 22Q: 3 clusters Score -9154725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 49820 members 
Entering Unmasked Estep 
Score: -9154737.000000 Penalty: 5367.343750
	Iteration 23Q: 3 clusters Score -9154737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 49822 members 
Entering Unmasked Estep 
Score: -9154739.000000 Penalty: 5367.343750
	Iteration 24Q: 3 clusters Score -9154739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 49823 members 
Entering Unmasked Estep 
Score: -9154745.000000 Penalty: 5367.343750
	Iteration 25Q: 3 clusters Score -9154745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 49824 members 
Entering Unmasked Estep 
Score: -9154748.000000 Penalty: 5367.343750
	Iteration 26Q: 3 clusters Score -9154748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 49824 members 
Entering Unmasked Estep 
Score: -9154748.000000 Penalty: 5367.343750
	Iteration 27F: 3 clusters Score -9154748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Entering Unmasked Estep 
Score: -1006551.375000 Penalty: 2136.531250
	Iteration 0F: 2 clusters Score -1006551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1001673.687500 Penalty: 4273.062500
	Iteration 0F: 3 clusters Score -1001674 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1002905.062500 Penalty: 4273.062500
	Iteration 1F: 3 clusters Score -1002905 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1003183.812500 Penalty: 4273.062500
	Iteration 2F: 3 clusters Score -1003184 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1003360.875000 Penalty: 4273.062500
	Iteration 3F: 3 clusters Score -1003361 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1003478.062500 Penalty: 4273.062500
	Iteration 4Q: 3 clusters Score -1003478 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1003574.562500 Penalty: 4273.062500
	Iteration 5Q: 3 clusters Score -1003575 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1003662.125000 Penalty: 4273.062500
	Iteration 6Q: 3 clusters Score -1003662 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1003730.125000 Penalty: 4273.062500
	Iteration 7Q: 3 clusters Score -1003730 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1003806.625000 Penalty: 4273.062500
	Iteration 8Q: 3 clusters Score -1003807 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1003890.125000 Penalty: 4273.062500
	Iteration 9Q: 3 clusters Score -1003890 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1003957.937500 Penalty: 4273.062500
	Iteration 10Q: 3 clusters Score -1003958 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1004019.312500 Penalty: 4273.062500
	Iteration 11Q: 3 clusters Score -1004019 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1004056.812500 Penalty: 4273.062500
	Iteration 12Q: 3 clusters Score -1004057 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1004092.812500 Penalty: 4273.062500
	Iteration 13Q: 3 clusters Score -1004093 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1004129.187500 Penalty: 4273.062500
	Iteration 14Q: 3 clusters Score -1004129 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1004156.687500 Penalty: 4273.062500
	Iteration 15Q: 3 clusters Score -1004157 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1004178.812500 Penalty: 4273.062500
	Iteration 16Q: 3 clusters Score -1004179 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1004199.687500 Penalty: 4273.062500
	Iteration 17Q: 3 clusters Score -1004200 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1004221.875000 Penalty: 4273.062500
	Iteration 18Q: 3 clusters Score -1004222 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1004244.125000 Penalty: 4273.062500
	Iteration 19Q: 3 clusters Score -1004244 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1004265.812500 Penalty: 4273.062500
	Iteration 20F: 3 clusters Score -1004266 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1004287.937500 Penalty: 4273.062500
	Iteration 21Q: 3 clusters Score -1004288 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1004309.500000 Penalty: 4273.062500
	Iteration 22Q: 3 clusters Score -1004310 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1004330.187500 Penalty: 4273.062500
	Iteration 23Q: 3 clusters Score -1004330 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1004343.062500 Penalty: 4273.062500
	Iteration 24Q: 3 clusters Score -1004343 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1004355.062500 Penalty: 4273.062500
	Iteration 25Q: 3 clusters Score -1004355 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1004368.625000 Penalty: 4273.062500
	Iteration 26Q: 3 clusters Score -1004369 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1004385.062500 Penalty: 4273.062500
	Iteration 27Q: 3 clusters Score -1004385 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1004402.937500 Penalty: 4273.062500
	Iteration 28Q: 3 clusters Score -1004403 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1004414.625000 Penalty: 4273.062500
	Iteration 29Q: 3 clusters Score -1004415 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1004428.125000 Penalty: 4273.062500
	Iteration 30Q: 3 clusters Score -1004428 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1004442.562500 Penalty: 4273.062500
	Iteration 31Q: 3 clusters Score -1004443 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1004452.937500 Penalty: 4273.062500
	Iteration 32Q: 3 clusters Score -1004453 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1004470.500000 Penalty: 4273.062500
	Iteration 33Q: 3 clusters Score -1004470 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1004479.312500 Penalty: 4273.062500
	Iteration 34Q: 3 clusters Score -1004479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1004486.937500 Penalty: 4273.062500
	Iteration 35Q: 3 clusters Score -1004487 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1004492.937500 Penalty: 4273.062500
	Iteration 36Q: 3 clusters Score -1004493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1004496.812500 Penalty: 4273.062500
	Iteration 37Q: 3 clusters Score -1004497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1004504.250000 Penalty: 4273.062500
	Iteration 38Q: 3 clusters Score -1004504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1004510.250000 Penalty: 4273.062500
	Iteration 39Q: 3 clusters Score -1004510 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1004515.562500 Penalty: 4273.062500
	Iteration 40F: 3 clusters Score -1004516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1004518.750000 Penalty: 4273.062500
	Iteration 41Q: 3 clusters Score -1004519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1004525.250000 Penalty: 4273.062500
	Iteration 42Q: 3 clusters Score -1004525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1004526.687500 Penalty: 4273.062500
	Iteration 43Q: 3 clusters Score -1004527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1004530.250000 Penalty: 4273.062500
	Iteration 44Q: 3 clusters Score -1004530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1004536.625000 Penalty: 4273.062500
	Iteration 45Q: 3 clusters Score -1004537 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1004544.500000 Penalty: 4273.062500
	Iteration 46Q: 3 clusters Score -1004544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1004549.312500 Penalty: 4273.062500
	Iteration 47Q: 3 clusters Score -1004549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1004551.687500 Penalty: 4273.062500
	Iteration 48Q: 3 clusters Score -1004552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1004554.062500 Penalty: 4273.062500
	Iteration 49Q: 3 clusters Score -1004554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1004556.625000 Penalty: 4273.062500
	Iteration 50Q: 3 clusters Score -1004557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1004560.000000 Penalty: 4273.062500
	Iteration 51Q: 3 clusters Score -1004560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1004562.187500 Penalty: 4273.062500
	Iteration 52Q: 3 clusters Score -1004562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1004563.437500 Penalty: 4273.062500
	Iteration 53Q: 3 clusters Score -1004563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1004564.937500 Penalty: 4273.062500
	Iteration 54Q: 3 clusters Score -1004565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1004565.125000 Penalty: 4273.062500
	Iteration 55Q: 3 clusters Score -1004565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1004565.625000 Penalty: 4273.062500
	Iteration 56Q: 3 clusters Score -1004566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1004571.062500 Penalty: 4273.062500
	Iteration 57Q: 3 clusters Score -1004571 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1004576.375000 Penalty: 4273.062500
	Iteration 58Q: 3 clusters Score -1004576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1004579.812500 Penalty: 4273.062500
	Iteration 59Q: 3 clusters Score -1004580 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1004586.250000 Penalty: 4273.062500
	Iteration 60F: 3 clusters Score -1004586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1004587.500000 Penalty: 4273.062500
	Iteration 61Q: 3 clusters Score -1004588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1004589.000000 Penalty: 4273.062500
	Iteration 62Q: 3 clusters Score -1004589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1004590.562500 Penalty: 4273.062500
	Iteration 63Q: 3 clusters Score -1004591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1004591.312500 Penalty: 4273.062500
	Iteration 64Q: 3 clusters Score -1004591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1004594.187500 Penalty: 4273.062500
	Iteration 65Q: 3 clusters Score -1004594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1004593.312500 Penalty: 4273.062500
	Iteration 66Q: 3 clusters Score -1004593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1004595.125000 Penalty: 4273.062500
	Iteration 67Q: 3 clusters Score -1004595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1004595.125000 Penalty: 4273.062500
	Iteration 68F: 3 clusters Score -1004595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -31515.798828 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -31515.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30331.927734 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -30331.93 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -30617.240234 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -30617.24 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -30780.005859 Penalty: 2965.527344
	Iteration 2F: 3 clusters Score -30780.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -30932.230469 Penalty: 2965.527344
	Iteration 3Q: 3 clusters Score -30932.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -30973.189453 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -30973.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -31016.322266 Penalty: 2965.527344
	Iteration 5Q: 3 clusters Score -31016.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -31074.089844 Penalty: 2965.527344
	Iteration 6Q: 3 clusters Score -31074.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -31083.482422 Penalty: 2965.527344
	Iteration 7Q: 3 clusters Score -31083.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -31102.878906 Penalty: 2965.527344
	Iteration 8Q: 3 clusters Score -31102.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -31113.816406 Penalty: 2965.527344
	Iteration 9Q: 3 clusters Score -31113.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -31118.148438 Penalty: 2965.527344
	Iteration 10Q: 3 clusters Score -31118.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -31124.873047 Penalty: 2965.527344
	Iteration 11Q: 3 clusters Score -31124.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -31128.603516 Penalty: 2965.527344
	Iteration 12Q: 3 clusters Score -31128.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -31128.603516 Penalty: 2965.527344
	Iteration 13F: 3 clusters Score -31128.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Entering Unmasked Estep 
Score: -8106903.000000 Penalty: 2653.018555
	Iteration 0F: 2 clusters Score -8106903 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -8078211.000000 Penalty: 5306.037109
	Iteration 0F: 3 clusters Score -8078211 nChanged 20365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -8089434.500000 Penalty: 5306.037109
	Iteration 1F: 3 clusters Score -8089434 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -8090000.500000 Penalty: 5306.037109
	Iteration 2Q: 3 clusters Score -8090000 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -8090548.000000 Penalty: 5306.037109
	Iteration 3Q: 3 clusters Score -8090548 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 22010 members 
Entering Unmasked Estep 
Score: -8091159.000000 Penalty: 5306.037109
	Iteration 4Q: 3 clusters Score -8091159 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -8091982.500000 Penalty: 5306.037109
	Iteration 5Q: 3 clusters Score -8091982 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -8093021.500000 Penalty: 5306.037109
	Iteration 6Q: 3 clusters Score -8093022 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -8094404.000000 Penalty: 5306.037109
	Iteration 7F: 3 clusters Score -8094404 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -8096327.000000 Penalty: 5306.037109
	Iteration 8F: 3 clusters Score -8096327 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -8098357.000000 Penalty: 5306.037109
	Iteration 9F: 3 clusters Score -8098357 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -8099706.500000 Penalty: 5306.037109
	Iteration 10F: 3 clusters Score -8099706 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -8100340.500000 Penalty: 5306.037109
	Iteration 11Q: 3 clusters Score -8100340 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 24590 members 
Entering Unmasked Estep 
Score: -8100661.500000 Penalty: 5306.037109
	Iteration 12Q: 3 clusters Score -8100662 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -8100850.000000 Penalty: 5306.037109
	Iteration 13Q: 3 clusters Score -8100850 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
Score: -8101009.500000 Penalty: 5306.037109
	Iteration 14Q: 3 clusters Score -8101010 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -8101198.500000 Penalty: 5306.037109
	Iteration 15Q: 3 clusters Score -8101198 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 26328 members 
Entering Unmasked Estep 
Score: -8101414.000000 Penalty: 5306.037109
	Iteration 16Q: 3 clusters Score -8101414 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -8101709.500000 Penalty: 5306.037109
	Iteration 17Q: 3 clusters Score -8101710 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -8101967.000000 Penalty: 5306.037109
	Iteration 18Q: 3 clusters Score -8101967 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -8102174.000000 Penalty: 5306.037109
	Iteration 19Q: 3 clusters Score -8102174 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -8102396.500000 Penalty: 5306.037109
	Iteration 20F: 3 clusters Score -8102396 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -8102583.500000 Penalty: 5306.037109
	Iteration 21Q: 3 clusters Score -8102584 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -8102808.500000 Penalty: 5306.037109
	Iteration 22Q: 3 clusters Score -8102808 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -8102980.500000 Penalty: 5306.037109
	Iteration 23Q: 3 clusters Score -8102980 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -8103130.000000 Penalty: 5306.037109
	Iteration 24Q: 3 clusters Score -8103130 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 30589 members 
Entering Unmasked Estep 
Score: -8103246.500000 Penalty: 5306.037109
	Iteration 25Q: 3 clusters Score -8103246 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 31023 members 
Entering Unmasked Estep 
Score: -8103350.500000 Penalty: 5306.037109
	Iteration 26Q: 3 clusters Score -8103350 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -8103438.500000 Penalty: 5306.037109
	Iteration 27Q: 3 clusters Score -8103438 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -8103581.000000 Penalty: 5306.037109
	Iteration 28Q: 3 clusters Score -8103581 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -8103650.000000 Penalty: 5306.037109
	Iteration 29Q: 3 clusters Score -8103650 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -8103730.000000 Penalty: 5306.037109
	Iteration 30Q: 3 clusters Score -8103730 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -8103833.000000 Penalty: 5306.037109
	Iteration 31Q: 3 clusters Score -8103833 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 33254 members 
Entering Unmasked Estep 
Score: -8103870.500000 Penalty: 5306.037109
	Iteration 32Q: 3 clusters Score -8103870 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -8103901.500000 Penalty: 5306.037109
	Iteration 33Q: 3 clusters Score -8103902 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -8103981.500000 Penalty: 5306.037109
	Iteration 34Q: 3 clusters Score -8103982 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -8104033.500000 Penalty: 5306.037109
	Iteration 35Q: 3 clusters Score -8104034 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -8104104.500000 Penalty: 5306.037109
	Iteration 36Q: 3 clusters Score -8104104 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -8104144.000000 Penalty: 5306.037109
	Iteration 37Q: 3 clusters Score -8104144 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -8104218.000000 Penalty: 5306.037109
	Iteration 38Q: 3 clusters Score -8104218 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -8104277.000000 Penalty: 5306.037109
	Iteration 39Q: 3 clusters Score -8104277 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -8104372.000000 Penalty: 5306.037109
	Iteration 40F: 3 clusters Score -8104372 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -8104410.500000 Penalty: 5306.037109
	Iteration 41Q: 3 clusters Score -8104410 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
Score: -8104439.500000 Penalty: 5306.037109
	Iteration 42Q: 3 clusters Score -8104440 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 36950 members 
Entering Unmasked Estep 
Score: -8104509.000000 Penalty: 5306.037109
	Iteration 43Q: 3 clusters Score -8104509 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -8104571.500000 Penalty: 5306.037109
	Iteration 44Q: 3 clusters Score -8104572 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -8104651.500000 Penalty: 5306.037109
	Iteration 45Q: 3 clusters Score -8104652 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
Score: -8104688.000000 Penalty: 5306.037109
	Iteration 46Q: 3 clusters Score -8104688 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -8104755.000000 Penalty: 5306.037109
	Iteration 47Q: 3 clusters Score -8104755 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -8104832.500000 Penalty: 5306.037109
	Iteration 48Q: 3 clusters Score -8104832 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 38901 members 
Entering Unmasked Estep 
Score: -8104905.000000 Penalty: 5306.037109
	Iteration 49Q: 3 clusters Score -8104905 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 39207 members 
Entering Unmasked Estep 
Score: -8104936.500000 Penalty: 5306.037109
	Iteration 50Q: 3 clusters Score -8104936 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -8104989.500000 Penalty: 5306.037109
	Iteration 51Q: 3 clusters Score -8104990 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -8105020.000000 Penalty: 5306.037109
	Iteration 52Q: 3 clusters Score -8105020 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -8105067.500000 Penalty: 5306.037109
	Iteration 53Q: 3 clusters Score -8105068 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -8105102.500000 Penalty: 5306.037109
	Iteration 54Q: 3 clusters Score -8105102 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
Score: -8105124.500000 Penalty: 5306.037109
	Iteration 55Q: 3 clusters Score -8105124 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
Score: -8105196.500000 Penalty: 5306.037109
	Iteration 56Q: 3 clusters Score -8105196 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 40691 members 
Entering Unmasked Estep 
Score: -8105234.000000 Penalty: 5306.037109
	Iteration 57Q: 3 clusters Score -8105234 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -8105255.500000 Penalty: 5306.037109
	Iteration 58Q: 3 clusters Score -8105256 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -8105266.000000 Penalty: 5306.037109
	Iteration 59Q: 3 clusters Score -8105266 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -8105266.000000 Penalty: 5306.037109
	Iteration 60F: 3 clusters Score -8105266 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -8105272.500000 Penalty: 5306.037109
	Iteration 61Q: 3 clusters Score -8105272 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 41418 members 
Entering Unmasked Estep 
Score: -8105293.500000 Penalty: 5306.037109
	Iteration 62Q: 3 clusters Score -8105294 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -8105317.000000 Penalty: 5306.037109
	Iteration 63Q: 3 clusters Score -8105317 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -8105321.500000 Penalty: 5306.037109
	Iteration 64Q: 3 clusters Score -8105322 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 41798 members 
Entering Unmasked Estep 
Score: -8105297.500000 Penalty: 5306.037109
	Iteration 65Q: 3 clusters Score -8105298 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -8105304.000000 Penalty: 5306.037109
	Iteration 66Q: 3 clusters Score -8105304 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 42020 members 
Entering Unmasked Estep 
Score: -8105314.500000 Penalty: 5306.037109
	Iteration 67Q: 3 clusters Score -8105314 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -8105317.000000 Penalty: 5306.037109
	Iteration 68Q: 3 clusters Score -8105317 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
Score: -8105312.500000 Penalty: 5306.037109
	Iteration 69Q: 3 clusters Score -8105312 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 42325 members 
Entering Unmasked Estep 
Score: -8105296.500000 Penalty: 5306.037109
	Iteration 70Q: 3 clusters Score -8105296 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 42412 members 
Entering Unmasked Estep 
Score: -8105291.000000 Penalty: 5306.037109
	Iteration 71Q: 3 clusters Score -8105291 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -8105287.000000 Penalty: 5306.037109
	Iteration 72Q: 3 clusters Score -8105287 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 42545 members 
Entering Unmasked Estep 
Score: -8105314.000000 Penalty: 5306.037109
	Iteration 73Q: 3 clusters Score -8105314 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 42589 members 
Entering Unmasked Estep 
Score: -8105302.500000 Penalty: 5306.037109
	Iteration 74Q: 3 clusters Score -8105302 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 42626 members 
Entering Unmasked Estep 
Score: -8105310.000000 Penalty: 5306.037109
	Iteration 75Q: 3 clusters Score -8105310 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 42675 members 
Entering Unmasked Estep 
Score: -8105308.500000 Penalty: 5306.037109
	Iteration 76Q: 3 clusters Score -8105308 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -8105298.000000 Penalty: 5306.037109
	Iteration 77Q: 3 clusters Score -8105298 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 42765 members 
Entering Unmasked Estep 
Score: -8105308.500000 Penalty: 5306.037109
	Iteration 78Q: 3 clusters Score -8105308 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 42802 members 
Entering Unmasked Estep 
Score: -8105317.000000 Penalty: 5306.037109
	Iteration 79Q: 3 clusters Score -8105317 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 42828 members 
Entering Unmasked Estep 
Score: -8105312.500000 Penalty: 5306.037109
	Iteration 80F: 3 clusters Score -8105312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -8105299.000000 Penalty: 5306.037109
	Iteration 81Q: 3 clusters Score -8105299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 42865 members 
Entering Unmasked Estep 
Score: -8105312.000000 Penalty: 5306.037109
	Iteration 82Q: 3 clusters Score -8105312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 42881 members 
Entering Unmasked Estep 
Score: -8105323.000000 Penalty: 5306.037109
	Iteration 83Q: 3 clusters Score -8105323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -8105319.500000 Penalty: 5306.037109
	Iteration 84Q: 3 clusters Score -8105320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 42909 members 
Entering Unmasked Estep 
Score: -8105317.000000 Penalty: 5306.037109
	Iteration 85Q: 3 clusters Score -8105317 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 42922 members 
Entering Unmasked Estep 
Score: -8105325.500000 Penalty: 5306.037109
	Iteration 86Q: 3 clusters Score -8105326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
Score: -8105319.500000 Penalty: 5306.037109
	Iteration 87Q: 3 clusters Score -8105320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 42958 members 
Entering Unmasked Estep 
Score: -8105318.500000 Penalty: 5306.037109
	Iteration 88Q: 3 clusters Score -8105318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -8105322.000000 Penalty: 5306.037109
	Iteration 89Q: 3 clusters Score -8105322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
Score: -8105317.500000 Penalty: 5306.037109
	Iteration 90Q: 3 clusters Score -8105318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
Score: -8105314.000000 Penalty: 5306.037109
	Iteration 91Q: 3 clusters Score -8105314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 43027 members 
Entering Unmasked Estep 
Score: -8105307.500000 Penalty: 5306.037109
	Iteration 92Q: 3 clusters Score -8105308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 43036 members 
Entering Unmasked Estep 
Score: -8105315.500000 Penalty: 5306.037109
	Iteration 93Q: 3 clusters Score -8105316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 43042 members 
Entering Unmasked Estep 
Score: -8105309.000000 Penalty: 5306.037109
	Iteration 94Q: 3 clusters Score -8105309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 43050 members 
Entering Unmasked Estep 
Score: -8105306.000000 Penalty: 5306.037109
	Iteration 95Q: 3 clusters Score -8105306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -8105312.500000 Penalty: 5306.037109
	Iteration 96Q: 3 clusters Score -8105312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 43065 members 
Entering Unmasked Estep 
Score: -8105310.000000 Penalty: 5306.037109
	Iteration 97Q: 3 clusters Score -8105310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -8105308.500000 Penalty: 5306.037109
	Iteration 98Q: 3 clusters Score -8105308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 43075 members 
Entering Unmasked Estep 
Score: -8105308.000000 Penalty: 5306.037109
	Iteration 99Q: 3 clusters Score -8105308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 43081 members 
Entering Unmasked Estep 
Score: -8105321.500000 Penalty: 5306.037109
	Iteration 100F: 3 clusters Score -8105322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -8105329.000000 Penalty: 5306.037109
	Iteration 101Q: 3 clusters Score -8105329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -8105329.000000 Penalty: 5306.037109
	Iteration 102F: 3 clusters Score -8105329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -118135.289062 Penalty: 1683.105835
	Iteration 0F: 2 clusters Score -118135.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -116422.421875 Penalty: 3366.211670
	Iteration 0F: 3 clusters Score -116422.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -117109.546875 Penalty: 3366.211670
	Iteration 1F: 3 clusters Score -117109.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -117446.625000 Penalty: 3366.211670
	Iteration 2F: 3 clusters Score -117446.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -117653.390625 Penalty: 3366.211670
	Iteration 3F: 3 clusters Score -117653.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -117834.664062 Penalty: 3366.211670
	Iteration 4F: 3 clusters Score -117834.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -117913.617188 Penalty: 3366.211670
	Iteration 5Q: 3 clusters Score -117913.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -117963.515625 Penalty: 3366.211670
	Iteration 6Q: 3 clusters Score -117963.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -118009.648438 Penalty: 3366.211670
	Iteration 7Q: 3 clusters Score -118009.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -118018.195312 Penalty: 3366.211670
	Iteration 8Q: 3 clusters Score -118018.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -118027.375000 Penalty: 3366.211670
	Iteration 9Q: 3 clusters Score -118027.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -118028.773438 Penalty: 3366.211670
	Iteration 10Q: 3 clusters Score -118028.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -118032.664062 Penalty: 3366.211670
	Iteration 11Q: 3 clusters Score -118032.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -118037.695312 Penalty: 3366.211670
	Iteration 12Q: 3 clusters Score -118037.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -118040.835938 Penalty: 3366.211670
	Iteration 13Q: 3 clusters Score -118040.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -118043.406250 Penalty: 3366.211670
	Iteration 14Q: 3 clusters Score -118043.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -118045.843750 Penalty: 3366.211670
	Iteration 15Q: 3 clusters Score -118045.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -118049.843750 Penalty: 3366.211670
	Iteration 16Q: 3 clusters Score -118049.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -118063.546875 Penalty: 3366.211670
	Iteration 17Q: 3 clusters Score -118063.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -118066.515625 Penalty: 3366.211670
	Iteration 18Q: 3 clusters Score -118066.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -118070.078125 Penalty: 3366.211670
	Iteration 19Q: 3 clusters Score -118070.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -118070.078125 Penalty: 3366.211670
	Iteration 20F: 3 clusters Score -118070.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (46136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46136 members 
Entering Unmasked Estep 
Score: -8434680.000000 Penalty: 2663.358398
	Iteration 0F: 2 clusters Score -8434680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -8404925.000000 Penalty: 5326.716797
	Iteration 0F: 3 clusters Score -8404925 nChanged 21229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -8416794.000000 Penalty: 5326.716797
	Iteration 1F: 3 clusters Score -8416794 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -8417652.000000 Penalty: 5326.716797
	Iteration 2Q: 3 clusters Score -8417652 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -8418701.000000 Penalty: 5326.716797
	Iteration 3Q: 3 clusters Score -8418701 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -8420094.000000 Penalty: 5326.716797
	Iteration 4F: 3 clusters Score -8420094 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -8422008.000000 Penalty: 5326.716797
	Iteration 5F: 3 clusters Score -8422008 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -8424622.000000 Penalty: 5326.716797
	Iteration 6F: 3 clusters Score -8424622 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -8427425.000000 Penalty: 5326.716797
	Iteration 7F: 3 clusters Score -8427425 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 31424 members 
Entering Unmasked Estep 
Score: -8429691.000000 Penalty: 5326.716797
	Iteration 8F: 3 clusters Score -8429691 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -8430781.000000 Penalty: 5326.716797
	Iteration 9Q: 3 clusters Score -8430781 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -8431261.000000 Penalty: 5326.716797
	Iteration 10Q: 3 clusters Score -8431261 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -8431622.000000 Penalty: 5326.716797
	Iteration 11Q: 3 clusters Score -8431622 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -8431834.000000 Penalty: 5326.716797
	Iteration 12Q: 3 clusters Score -8431834 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -8432005.000000 Penalty: 5326.716797
	Iteration 13Q: 3 clusters Score -8432005 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -8432130.000000 Penalty: 5326.716797
	Iteration 14Q: 3 clusters Score -8432130 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -8432282.000000 Penalty: 5326.716797
	Iteration 15Q: 3 clusters Score -8432282 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -8432362.000000 Penalty: 5326.716797
	Iteration 16Q: 3 clusters Score -8432362 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -8432466.000000 Penalty: 5326.716797
	Iteration 17Q: 3 clusters Score -8432466 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -8432543.000000 Penalty: 5326.716797
	Iteration 18Q: 3 clusters Score -8432543 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -8432604.000000 Penalty: 5326.716797
	Iteration 19Q: 3 clusters Score -8432604 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -8432642.000000 Penalty: 5326.716797
	Iteration 20F: 3 clusters Score -8432642 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -8432701.000000 Penalty: 5326.716797
	Iteration 21Q: 3 clusters Score -8432701 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -8432739.000000 Penalty: 5326.716797
	Iteration 22Q: 3 clusters Score -8432739 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -8432821.000000 Penalty: 5326.716797
	Iteration 23Q: 3 clusters Score -8432821 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 38764 members 
Entering Unmasked Estep 
Score: -8432890.000000 Penalty: 5326.716797
	Iteration 24Q: 3 clusters Score -8432890 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -8432944.000000 Penalty: 5326.716797
	Iteration 25Q: 3 clusters Score -8432944 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -8433018.000000 Penalty: 5326.716797
	Iteration 26Q: 3 clusters Score -8433018 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 39720 members 
Entering Unmasked Estep 
Score: -8433105.000000 Penalty: 5326.716797
	Iteration 27Q: 3 clusters Score -8433105 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -8433194.000000 Penalty: 5326.716797
	Iteration 28Q: 3 clusters Score -8433194 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
Score: -8433267.000000 Penalty: 5326.716797
	Iteration 29Q: 3 clusters Score -8433267 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -8433339.000000 Penalty: 5326.716797
	Iteration 30Q: 3 clusters Score -8433339 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -8433398.000000 Penalty: 5326.716797
	Iteration 31Q: 3 clusters Score -8433398 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -8433396.000000 Penalty: 5326.716797
	Iteration 32Q: 3 clusters Score -8433396 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 41265 members 
Entering Unmasked Estep 
Score: -8433407.000000 Penalty: 5326.716797
	Iteration 33Q: 3 clusters Score -8433407 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
Score: -8433454.000000 Penalty: 5326.716797
	Iteration 34Q: 3 clusters Score -8433454 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -8433464.000000 Penalty: 5326.716797
	Iteration 35Q: 3 clusters Score -8433464 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -8433471.000000 Penalty: 5326.716797
	Iteration 36Q: 3 clusters Score -8433471 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 41928 members 
Entering Unmasked Estep 
Score: -8433482.000000 Penalty: 5326.716797
	Iteration 37Q: 3 clusters Score -8433482 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -8433505.000000 Penalty: 5326.716797
	Iteration 38Q: 3 clusters Score -8433505 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 42195 members 
Entering Unmasked Estep 
Score: -8433529.000000 Penalty: 5326.716797
	Iteration 39Q: 3 clusters Score -8433529 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 42326 members 
Entering Unmasked Estep 
Score: -8433533.000000 Penalty: 5326.716797
	Iteration 40F: 3 clusters Score -8433533 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 42446 members 
Entering Unmasked Estep 
Score: -8433515.000000 Penalty: 5326.716797
	Iteration 41Q: 3 clusters Score -8433515 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -8433519.000000 Penalty: 5326.716797
	Iteration 42Q: 3 clusters Score -8433519 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -8433531.000000 Penalty: 5326.716797
	Iteration 43Q: 3 clusters Score -8433531 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 42724 members 
Entering Unmasked Estep 
Score: -8433502.000000 Penalty: 5326.716797
	Iteration 44Q: 3 clusters Score -8433502 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 42795 members 
Entering Unmasked Estep 
Score: -8433498.000000 Penalty: 5326.716797
	Iteration 45Q: 3 clusters Score -8433498 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -8433486.000000 Penalty: 5326.716797
	Iteration 46Q: 3 clusters Score -8433486 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 42914 members 
Entering Unmasked Estep 
Score: -8433491.000000 Penalty: 5326.716797
	Iteration 47Q: 3 clusters Score -8433491 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 42978 members 
Entering Unmasked Estep 
Score: -8433485.000000 Penalty: 5326.716797
	Iteration 48Q: 3 clusters Score -8433485 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -8433497.000000 Penalty: 5326.716797
	Iteration 49Q: 3 clusters Score -8433497 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -8433500.000000 Penalty: 5326.716797
	Iteration 50Q: 3 clusters Score -8433500 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 43128 members 
Entering Unmasked Estep 
Score: -8433494.000000 Penalty: 5326.716797
	Iteration 51Q: 3 clusters Score -8433494 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -8433511.000000 Penalty: 5326.716797
	Iteration 52Q: 3 clusters Score -8433511 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -8433488.000000 Penalty: 5326.716797
	Iteration 53Q: 3 clusters Score -8433488 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -8433489.000000 Penalty: 5326.716797
	Iteration 54Q: 3 clusters Score -8433489 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 43276 members 
Entering Unmasked Estep 
Score: -8433475.000000 Penalty: 5326.716797
	Iteration 55Q: 3 clusters Score -8433475 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -8433466.000000 Penalty: 5326.716797
	Iteration 56Q: 3 clusters Score -8433466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -8433466.000000 Penalty: 5326.716797
	Iteration 57Q: 3 clusters Score -8433466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 43364 members 
Entering Unmasked Estep 
Score: -8433466.000000 Penalty: 5326.716797
	Iteration 58Q: 3 clusters Score -8433466 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 43395 members 
Entering Unmasked Estep 
Score: -8433463.000000 Penalty: 5326.716797
	Iteration 59Q: 3 clusters Score -8433463 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 43422 members 
Entering Unmasked Estep 
Score: -8433456.000000 Penalty: 5326.716797
	Iteration 60F: 3 clusters Score -8433456 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 43452 members 
Entering Unmasked Estep 
Score: -8433454.000000 Penalty: 5326.716797
	Iteration 61Q: 3 clusters Score -8433454 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -8433450.000000 Penalty: 5326.716797
	Iteration 62Q: 3 clusters Score -8433450 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 43517 members 
Entering Unmasked Estep 
Score: -8433461.000000 Penalty: 5326.716797
	Iteration 63Q: 3 clusters Score -8433461 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 43549 members 
Entering Unmasked Estep 
Score: -8433466.000000 Penalty: 5326.716797
	Iteration 64Q: 3 clusters Score -8433466 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 43582 members 
Entering Unmasked Estep 
Score: -8433468.000000 Penalty: 5326.716797
	Iteration 65Q: 3 clusters Score -8433468 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -8433462.000000 Penalty: 5326.716797
	Iteration 66Q: 3 clusters Score -8433462 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 43656 members 
Entering Unmasked Estep 
Score: -8433455.000000 Penalty: 5326.716797
	Iteration 67Q: 3 clusters Score -8433455 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
Score: -8433459.000000 Penalty: 5326.716797
	Iteration 68Q: 3 clusters Score -8433459 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -8433459.000000 Penalty: 5326.716797
	Iteration 69Q: 3 clusters Score -8433459 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 43753 members 
Entering Unmasked Estep 
Score: -8433443.000000 Penalty: 5326.716797
	Iteration 70Q: 3 clusters Score -8433443 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 43775 members 
Entering Unmasked Estep 
Score: -8433460.000000 Penalty: 5326.716797
	Iteration 71Q: 3 clusters Score -8433460 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 43797 members 
Entering Unmasked Estep 
Score: -8433452.000000 Penalty: 5326.716797
	Iteration 72Q: 3 clusters Score -8433452 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -8433441.000000 Penalty: 5326.716797
	Iteration 73Q: 3 clusters Score -8433441 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -8433433.000000 Penalty: 5326.716797
	Iteration 74Q: 3 clusters Score -8433433 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -8433424.000000 Penalty: 5326.716797
	Iteration 75Q: 3 clusters Score -8433424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
Score: -8433422.000000 Penalty: 5326.716797
	Iteration 76Q: 3 clusters Score -8433422 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 43923 members 
Entering Unmasked Estep 
Score: -8433422.000000 Penalty: 5326.716797
	Iteration 77Q: 3 clusters Score -8433422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 43942 members 
Entering Unmasked Estep 
Score: -8433420.000000 Penalty: 5326.716797
	Iteration 78Q: 3 clusters Score -8433420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 43967 members 
Entering Unmasked Estep 
Score: -8433418.000000 Penalty: 5326.716797
	Iteration 79Q: 3 clusters Score -8433418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
Score: -8433405.000000 Penalty: 5326.716797
	Iteration 80F: 3 clusters Score -8433405 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 44009 members 
Entering Unmasked Estep 
Score: -8433403.000000 Penalty: 5326.716797
	Iteration 81Q: 3 clusters Score -8433403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 44018 members 
Entering Unmasked Estep 
Score: -8433399.000000 Penalty: 5326.716797
	Iteration 82Q: 3 clusters Score -8433399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 44026 members 
Entering Unmasked Estep 
Score: -8433402.000000 Penalty: 5326.716797
	Iteration 83Q: 3 clusters Score -8433402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 44036 members 
Entering Unmasked Estep 
Score: -8433398.000000 Penalty: 5326.716797
	Iteration 84Q: 3 clusters Score -8433398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -8433405.000000 Penalty: 5326.716797
	Iteration 85Q: 3 clusters Score -8433405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 44065 members 
Entering Unmasked Estep 
Score: -8433409.000000 Penalty: 5326.716797
	Iteration 86Q: 3 clusters Score -8433409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -8433398.000000 Penalty: 5326.716797
	Iteration 87Q: 3 clusters Score -8433398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 44095 members 
Entering Unmasked Estep 
Score: -8433408.000000 Penalty: 5326.716797
	Iteration 88Q: 3 clusters Score -8433408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 44110 members 
Entering Unmasked Estep 
Score: -8433409.000000 Penalty: 5326.716797
	Iteration 89Q: 3 clusters Score -8433409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -8433416.000000 Penalty: 5326.716797
	Iteration 90Q: 3 clusters Score -8433416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 44135 members 
Entering Unmasked Estep 
Score: -8433435.000000 Penalty: 5326.716797
	Iteration 91Q: 3 clusters Score -8433435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 44145 members 
Entering Unmasked Estep 
Score: -8433432.000000 Penalty: 5326.716797
	Iteration 92Q: 3 clusters Score -8433432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 44149 members 
Entering Unmasked Estep 
Score: -8433429.000000 Penalty: 5326.716797
	Iteration 93Q: 3 clusters Score -8433429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 44149 members 
Entering Unmasked Estep 
Score: -8433429.000000 Penalty: 5326.716797
	Iteration 94F: 3 clusters Score -8433429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -67483.445312 Penalty: 1589.723389
	Iteration 0F: 2 clusters Score -67483.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -65951.164062 Penalty: 3179.446777
	Iteration 0F: 3 clusters Score -65951.16 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -66273.664062 Penalty: 3179.446777
	Iteration 1F: 3 clusters Score -66273.66 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -66404.218750 Penalty: 3179.446777
	Iteration 2F: 3 clusters Score -66404.22 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -66495.335938 Penalty: 3179.446777
	Iteration 3Q: 3 clusters Score -66495.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -66621.398438 Penalty: 3179.446777
	Iteration 4Q: 3 clusters Score -66621.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -66720.742188 Penalty: 3179.446777
	Iteration 5Q: 3 clusters Score -66720.74 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -66786.265625 Penalty: 3179.446777
	Iteration 6Q: 3 clusters Score -66786.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -66846.757812 Penalty: 3179.446777
	Iteration 7Q: 3 clusters Score -66846.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -66897.750000 Penalty: 3179.446777
	Iteration 8Q: 3 clusters Score -66897.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -66958.687500 Penalty: 3179.446777
	Iteration 9Q: 3 clusters Score -66958.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -67005.398438 Penalty: 3179.446777
	Iteration 10Q: 3 clusters Score -67005.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -67032.187500 Penalty: 3179.446777
	Iteration 11Q: 3 clusters Score -67032.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -67044.234375 Penalty: 3179.446777
	Iteration 12Q: 3 clusters Score -67044.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -67056.289062 Penalty: 3179.446777
	Iteration 13Q: 3 clusters Score -67056.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -67079.976562 Penalty: 3179.446777
	Iteration 14Q: 3 clusters Score -67079.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -67082.203125 Penalty: 3179.446777
	Iteration 15Q: 3 clusters Score -67082.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -67083.304688 Penalty: 3179.446777
	Iteration 16Q: 3 clusters Score -67083.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -67084.679688 Penalty: 3179.446777
	Iteration 17F: 3 clusters Score -67084.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -67093.304688 Penalty: 3179.446777
	Iteration 18Q: 3 clusters Score -67093.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -67094.281250 Penalty: 3179.446777
	Iteration 19Q: 3 clusters Score -67094.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -67094.281250 Penalty: 3179.446777
	Iteration 20F: 3 clusters Score -67094.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Entering Unmasked Estep 
Score: -153881.859375 Penalty: 1712.875244
	Iteration 0F: 2 clusters Score -153881.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -151973.937500 Penalty: 3425.750488
	Iteration 0F: 3 clusters Score -151973.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -152360.062500 Penalty: 3425.750488
	Iteration 1F: 3 clusters Score -152360.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -152528.359375 Penalty: 3425.750488
	Iteration 2F: 3 clusters Score -152528.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -152630.531250 Penalty: 3425.750488
	Iteration 3F: 3 clusters Score -152630.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -152734.500000 Penalty: 3425.750488
	Iteration 4F: 3 clusters Score -152734.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -152829.406250 Penalty: 3425.750488
	Iteration 5Q: 3 clusters Score -152829.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -152909.390625 Penalty: 3425.750488
	Iteration 6Q: 3 clusters Score -152909.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -152972.609375 Penalty: 3425.750488
	Iteration 7Q: 3 clusters Score -152972.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -153029.171875 Penalty: 3425.750488
	Iteration 8Q: 3 clusters Score -153029.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -153077.000000 Penalty: 3425.750488
	Iteration 9Q: 3 clusters Score -153077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -153098.546875 Penalty: 3425.750488
	Iteration 10Q: 3 clusters Score -153098.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -153134.734375 Penalty: 3425.750488
	Iteration 11Q: 3 clusters Score -153134.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -153172.750000 Penalty: 3425.750488
	Iteration 12Q: 3 clusters Score -153172.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -153199.843750 Penalty: 3425.750488
	Iteration 13Q: 3 clusters Score -153199.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -153220.875000 Penalty: 3425.750488
	Iteration 14Q: 3 clusters Score -153220.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -153224.250000 Penalty: 3425.750488
	Iteration 15Q: 3 clusters Score -153224.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -153226.906250 Penalty: 3425.750488
	Iteration 16Q: 3 clusters Score -153226.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -153227.125000 Penalty: 3425.750488
	Iteration 17F: 3 clusters Score -153227.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -153233.343750 Penalty: 3425.750488
	Iteration 18Q: 3 clusters Score -153233.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -153238.203125 Penalty: 3425.750488
	Iteration 19Q: 3 clusters Score -153238.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -153238.203125 Penalty: 3425.750488
	Iteration 20F: 3 clusters Score -153238.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -94875.296875 Penalty: 1583.109619
	Iteration 0F: 2 clusters Score -94875.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -93425.835938 Penalty: 3166.219238
	Iteration 0F: 3 clusters Score -93425.84 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -93915.429688 Penalty: 3166.219238
	Iteration 1F: 3 clusters Score -93915.43 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -94282.062500 Penalty: 3166.219238
	Iteration 2F: 3 clusters Score -94282.06 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -94583.687500 Penalty: 3166.219238
	Iteration 3F: 3 clusters Score -94583.69 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -94919.320312 Penalty: 3166.219238
	Iteration 4F: 3 clusters Score -94919.32 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -95169.421875 Penalty: 3166.219238
	Iteration 5F: 3 clusters Score -95169.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -95336.804688 Penalty: 3166.219238
	Iteration 6Q: 3 clusters Score -95336.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -95451.562500 Penalty: 3166.219238
	Iteration 7Q: 3 clusters Score -95451.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -95465.992188 Penalty: 3166.219238
	Iteration 8Q: 3 clusters Score -95465.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -95509.804688 Penalty: 3166.219238
	Iteration 9Q: 3 clusters Score -95509.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -95510.750000 Penalty: 3166.219238
	Iteration 10Q: 3 clusters Score -95510.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -95510.750000 Penalty: 3166.219238
	Iteration 11F: 3 clusters Score -95510.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49783 members 
Mstep: Class 2 contains 50074 members 
Mstep: Class 3 contains 5514 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44252 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46136 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 338 members 
Mstep: Class 11 contains 254 members 
Mstep: Class 12 contains 44706 members 
Mstep: Class 13 contains 2325 members 
Mstep: Class 14 contains 52950 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44592 members 
Mstep: Class 18 contains 46329 members 
Mstep: Class 19 contains 26396 members 
Mstep: Class 20 contains 47998 members 
Mstep: Class 21 contains 49309 members 
Mstep: Class 22 contains 51369 members 
Mstep: Class 23 contains 48416 members 
Mstep: Class 24 contains 2388 members 
Entering Unmasked Estep 
Score: -111196016.000000 Penalty: 79364.328125
Splitting cluster 10 changes total score from -111196904.000000 to -111196016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (44706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Entering Unmasked Estep 
Score: -8184248.000000 Penalty: 2655.550049
	Iteration 0F: 2 clusters Score -8184248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -8155087.500000 Penalty: 5311.100098
	Iteration 0F: 3 clusters Score -8155088 nChanged 20502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -8166646.000000 Penalty: 5311.100098
	Iteration 1F: 3 clusters Score -8166646 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -8167318.500000 Penalty: 5311.100098
	Iteration 2Q: 3 clusters Score -8167318 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -8168144.000000 Penalty: 5311.100098
	Iteration 3Q: 3 clusters Score -8168144 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -8169186.000000 Penalty: 5311.100098
	Iteration 4Q: 3 clusters Score -8169186 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -8170797.500000 Penalty: 5311.100098
	Iteration 5F: 3 clusters Score -8170798 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -8173327.500000 Penalty: 5311.100098
	Iteration 6F: 3 clusters Score -8173328 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 38076 members 
Entering Unmasked Estep 
Score: -8176509.000000 Penalty: 5311.100098
	Iteration 7F: 3 clusters Score -8176509 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -8179391.000000 Penalty: 5311.100098
	Iteration 8F: 3 clusters Score -8179391 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -8181044.000000 Penalty: 5311.100098
	Iteration 9Q: 3 clusters Score -8181044 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
Score: -8181584.500000 Penalty: 5311.100098
	Iteration 10Q: 3 clusters Score -8181584 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 44331 members 
Entering Unmasked Estep 
Score: -8181817.000000 Penalty: 5311.100098
	Iteration 11Q: 3 clusters Score -8181817 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -8181935.500000 Penalty: 5311.100098
	Iteration 12Q: 3 clusters Score -8181936 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -8181963.500000 Penalty: 5311.100098
	Iteration 13Q: 3 clusters Score -8181964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 44478 members 
Entering Unmasked Estep 
Score: -8181979.500000 Penalty: 5311.100098
	Iteration 14Q: 3 clusters Score -8181980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -8181992.000000 Penalty: 5311.100098
	Iteration 15Q: 3 clusters Score -8181992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 44498 members 
Entering Unmasked Estep 
Score: -8182007.500000 Penalty: 5311.100098
	Iteration 16Q: 3 clusters Score -8182008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -8182023.000000 Penalty: 5311.100098
	Iteration 17Q: 3 clusters Score -8182023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
Score: -8182028.000000 Penalty: 5311.100098
	Iteration 18Q: 3 clusters Score -8182028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 44507 members 
Entering Unmasked Estep 
Score: -8182028.000000 Penalty: 5311.100098
	Iteration 19Q: 3 clusters Score -8182028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -8182030.500000 Penalty: 5311.100098
	Iteration 20F: 3 clusters Score -8182030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Entering Unmasked Estep 
Score: -394870.156250 Penalty: 1922.365845
	Iteration 0F: 2 clusters Score -394870.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -392021.187500 Penalty: 3844.731689
	Iteration 0F: 3 clusters Score -392021.2 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -392540.968750 Penalty: 3844.731689
	Iteration 1F: 3 clusters Score -392541 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -392691.562500 Penalty: 3844.731689
	Iteration 2F: 3 clusters Score -392691.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -392767.000000 Penalty: 3844.731689
	Iteration 3Q: 3 clusters Score -392767 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -392828.156250 Penalty: 3844.731689
	Iteration 4Q: 3 clusters Score -392828.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -392885.718750 Penalty: 3844.731689
	Iteration 5Q: 3 clusters Score -392885.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -392969.781250 Penalty: 3844.731689
	Iteration 6Q: 3 clusters Score -392969.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -393054.062500 Penalty: 3844.731689
	Iteration 7Q: 3 clusters Score -393054.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -393154.375000 Penalty: 3844.731689
	Iteration 8Q: 3 clusters Score -393154.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -393262.468750 Penalty: 3844.731689
	Iteration 9Q: 3 clusters Score -393262.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -393371.562500 Penalty: 3844.731689
	Iteration 10Q: 3 clusters Score -393371.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -393526.406250 Penalty: 3844.731689
	Iteration 11Q: 3 clusters Score -393526.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -393660.687500 Penalty: 3844.731689
	Iteration 12Q: 3 clusters Score -393660.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -393763.406250 Penalty: 3844.731689
	Iteration 13Q: 3 clusters Score -393763.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -393832.656250 Penalty: 3844.731689
	Iteration 14Q: 3 clusters Score -393832.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -393881.781250 Penalty: 3844.731689
	Iteration 15Q: 3 clusters Score -393881.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -393912.562500 Penalty: 3844.731689
	Iteration 16Q: 3 clusters Score -393912.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -393925.406250 Penalty: 3844.731689
	Iteration 17Q: 3 clusters Score -393925.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -393936.468750 Penalty: 3844.731689
	Iteration 18Q: 3 clusters Score -393936.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -393944.468750 Penalty: 3844.731689
	Iteration 19Q: 3 clusters Score -393944.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -393953.031250 Penalty: 3844.731689
	Iteration 20F: 3 clusters Score -393953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -393961.031250 Penalty: 3844.731689
	Iteration 21Q: 3 clusters Score -393961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -393965.843750 Penalty: 3844.731689
	Iteration 22Q: 3 clusters Score -393965.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -393969.687500 Penalty: 3844.731689
	Iteration 23Q: 3 clusters Score -393969.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -393972.562500 Penalty: 3844.731689
	Iteration 24Q: 3 clusters Score -393972.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -393973.031250 Penalty: 3844.731689
	Iteration 25Q: 3 clusters Score -393973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -393973.031250 Penalty: 3844.731689
	Iteration 26F: 3 clusters Score -393973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (52950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52950 members 
Entering Unmasked Estep 
Score: -9589341.000000 Penalty: 2697.521729
	Iteration 0F: 2 clusters Score -9589341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -9557587.000000 Penalty: 5395.043457
	Iteration 0F: 3 clusters Score -9557587 nChanged 24559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -9571145.000000 Penalty: 5395.043457
	Iteration 1F: 3 clusters Score -9571145 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -9571613.000000 Penalty: 5395.043457
	Iteration 2Q: 3 clusters Score -9571613 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -9572066.000000 Penalty: 5395.043457
	Iteration 3Q: 3 clusters Score -9572066 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -9572447.000000 Penalty: 5395.043457
	Iteration 4Q: 3 clusters Score -9572447 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -9572947.000000 Penalty: 5395.043457
	Iteration 5Q: 3 clusters Score -9572947 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -9573603.000000 Penalty: 5395.043457
	Iteration 6Q: 3 clusters Score -9573603 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32113 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -9574672.000000 Penalty: 5395.043457
	Iteration 7Q: 3 clusters Score -9574672 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -9576260.000000 Penalty: 5395.043457
	Iteration 8F: 3 clusters Score -9576260 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -9578716.000000 Penalty: 5395.043457
	Iteration 9F: 3 clusters Score -9578716 nChanged 3909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -9582124.000000 Penalty: 5395.043457
	Iteration 10F: 3 clusters Score -9582124 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -9585471.000000 Penalty: 5395.043457
	Iteration 11F: 3 clusters Score -9585471 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44839 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -9587901.000000 Penalty: 5395.043457
	Iteration 12Q: 3 clusters Score -9587901 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45913 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -9589133.000000 Penalty: 5395.043457
	Iteration 13Q: 3 clusters Score -9589133 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46700 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -9589651.000000 Penalty: 5395.043457
	Iteration 14Q: 3 clusters Score -9589651 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47337 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -9589755.000000 Penalty: 5395.043457
	Iteration 15Q: 3 clusters Score -9589755 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47833 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -9589674.000000 Penalty: 5395.043457
	Iteration 16Q: 3 clusters Score -9589674 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48276 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -9589503.000000 Penalty: 5395.043457
	Iteration 17Q: 3 clusters Score -9589503 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48672 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -9589405.000000 Penalty: 5395.043457
	Iteration 18Q: 3 clusters Score -9589405 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49032 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -9589201.000000 Penalty: 5395.043457
	Iteration 19Q: 3 clusters Score -9589201 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49358 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -9589082.000000 Penalty: 5395.043457
	Iteration 20F: 3 clusters Score -9589082 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49649 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -9588891.000000 Penalty: 5395.043457
	Iteration 21Q: 3 clusters Score -9588891 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49893 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -9588774.000000 Penalty: 5395.043457
	Iteration 22Q: 3 clusters Score -9588774 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50119 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -9588659.000000 Penalty: 5395.043457
	Iteration 23Q: 3 clusters Score -9588659 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50309 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -9588572.000000 Penalty: 5395.043457
	Iteration 24Q: 3 clusters Score -9588572 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50495 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -9588462.000000 Penalty: 5395.043457
	Iteration 25Q: 3 clusters Score -9588462 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50642 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -9588364.000000 Penalty: 5395.043457
	Iteration 26Q: 3 clusters Score -9588364 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50757 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -9588304.000000 Penalty: 5395.043457
	Iteration 27Q: 3 clusters Score -9588304 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50849 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -9588259.000000 Penalty: 5395.043457
	Iteration 28Q: 3 clusters Score -9588259 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50928 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -9588217.000000 Penalty: 5395.043457
	Iteration 29Q: 3 clusters Score -9588217 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51003 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -9588206.000000 Penalty: 5395.043457
	Iteration 30Q: 3 clusters Score -9588206 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51064 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -9588153.000000 Penalty: 5395.043457
	Iteration 31Q: 3 clusters Score -9588153 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51121 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -9588132.000000 Penalty: 5395.043457
	Iteration 32Q: 3 clusters Score -9588132 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51164 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -9588086.000000 Penalty: 5395.043457
	Iteration 33Q: 3 clusters Score -9588086 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51219 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -9588076.000000 Penalty: 5395.043457
	Iteration 34Q: 3 clusters Score -9588076 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51278 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -9588022.000000 Penalty: 5395.043457
	Iteration 35Q: 3 clusters Score -9588022 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51332 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -9587988.000000 Penalty: 5395.043457
	Iteration 36Q: 3 clusters Score -9587988 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51391 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -9587945.000000 Penalty: 5395.043457
	Iteration 37Q: 3 clusters Score -9587945 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51434 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -9587924.000000 Penalty: 5395.043457
	Iteration 38Q: 3 clusters Score -9587924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51460 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -9587912.000000 Penalty: 5395.043457
	Iteration 39Q: 3 clusters Score -9587912 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51484 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -9587903.000000 Penalty: 5395.043457
	Iteration 40F: 3 clusters Score -9587903 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51515 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -9587878.000000 Penalty: 5395.043457
	Iteration 41Q: 3 clusters Score -9587878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51535 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -9587873.000000 Penalty: 5395.043457
	Iteration 42Q: 3 clusters Score -9587873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51550 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -9587869.000000 Penalty: 5395.043457
	Iteration 43Q: 3 clusters Score -9587869 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51569 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -9587846.000000 Penalty: 5395.043457
	Iteration 44Q: 3 clusters Score -9587846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51590 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -9587839.000000 Penalty: 5395.043457
	Iteration 45Q: 3 clusters Score -9587839 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51609 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -9587828.000000 Penalty: 5395.043457
	Iteration 46Q: 3 clusters Score -9587828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51624 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -9587818.000000 Penalty: 5395.043457
	Iteration 47Q: 3 clusters Score -9587818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51642 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -9587804.000000 Penalty: 5395.043457
	Iteration 48Q: 3 clusters Score -9587804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51659 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -9587793.000000 Penalty: 5395.043457
	Iteration 49Q: 3 clusters Score -9587793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51674 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -9587767.000000 Penalty: 5395.043457
	Iteration 50Q: 3 clusters Score -9587767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51689 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -9587771.000000 Penalty: 5395.043457
	Iteration 51Q: 3 clusters Score -9587771 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51706 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -9587763.000000 Penalty: 5395.043457
	Iteration 52Q: 3 clusters Score -9587763 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51726 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -9587752.000000 Penalty: 5395.043457
	Iteration 53Q: 3 clusters Score -9587752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51749 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -9587762.000000 Penalty: 5395.043457
	Iteration 54Q: 3 clusters Score -9587762 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51776 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -9587746.000000 Penalty: 5395.043457
	Iteration 55Q: 3 clusters Score -9587746 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51809 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -9587724.000000 Penalty: 5395.043457
	Iteration 56Q: 3 clusters Score -9587724 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51833 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -9587721.000000 Penalty: 5395.043457
	Iteration 57Q: 3 clusters Score -9587721 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51852 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -9587719.000000 Penalty: 5395.043457
	Iteration 58Q: 3 clusters Score -9587719 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51872 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -9587690.000000 Penalty: 5395.043457
	Iteration 59Q: 3 clusters Score -9587690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51885 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -9587679.000000 Penalty: 5395.043457
	Iteration 60F: 3 clusters Score -9587679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51902 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -9587673.000000 Penalty: 5395.043457
	Iteration 61Q: 3 clusters Score -9587673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51910 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -9587686.000000 Penalty: 5395.043457
	Iteration 62Q: 3 clusters Score -9587686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51921 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -9587670.000000 Penalty: 5395.043457
	Iteration 63Q: 3 clusters Score -9587670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51940 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -9587664.000000 Penalty: 5395.043457
	Iteration 64Q: 3 clusters Score -9587664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51955 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -9587648.000000 Penalty: 5395.043457
	Iteration 65Q: 3 clusters Score -9587648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51967 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -9587651.000000 Penalty: 5395.043457
	Iteration 66Q: 3 clusters Score -9587651 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51980 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -9587632.000000 Penalty: 5395.043457
	Iteration 67Q: 3 clusters Score -9587632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51991 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -9587626.000000 Penalty: 5395.043457
	Iteration 68Q: 3 clusters Score -9587626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52001 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -9587621.000000 Penalty: 5395.043457
	Iteration 69Q: 3 clusters Score -9587621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52009 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -9587600.000000 Penalty: 5395.043457
	Iteration 70Q: 3 clusters Score -9587600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52015 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -9587599.000000 Penalty: 5395.043457
	Iteration 71Q: 3 clusters Score -9587599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -9587593.000000 Penalty: 5395.043457
	Iteration 72Q: 3 clusters Score -9587593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52019 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -9587599.000000 Penalty: 5395.043457
	Iteration 73Q: 3 clusters Score -9587599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52020 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -9587595.000000 Penalty: 5395.043457
	Iteration 74Q: 3 clusters Score -9587595 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52020 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -9587595.000000 Penalty: 5395.043457
	Iteration 75F: 3 clusters Score -9587595 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Entering Unmasked Estep 
Score: -207571.015625 Penalty: 1761.215698
	Iteration 0F: 2 clusters Score -207571 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -205471.812500 Penalty: 3522.431396
	Iteration 0F: 3 clusters Score -205471.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -205808.406250 Penalty: 3522.431396
	Iteration 1F: 3 clusters Score -205808.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -205989.875000 Penalty: 3522.431396
	Iteration 2F: 3 clusters Score -205989.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -206206.906250 Penalty: 3522.431396
	Iteration 3F: 3 clusters Score -206206.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -206488.812500 Penalty: 3522.431396
	Iteration 4F: 3 clusters Score -206488.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -206772.750000 Penalty: 3522.431396
	Iteration 5F: 3 clusters Score -206772.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -207005.250000 Penalty: 3522.431396
	Iteration 6F: 3 clusters Score -207005.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -207145.437500 Penalty: 3522.431396
	Iteration 7Q: 3 clusters Score -207145.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -207245.546875 Penalty: 3522.431396
	Iteration 8Q: 3 clusters Score -207245.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -207293.953125 Penalty: 3522.431396
	Iteration 9Q: 3 clusters Score -207294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -207310.828125 Penalty: 3522.431396
	Iteration 10Q: 3 clusters Score -207310.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -207313.734375 Penalty: 3522.431396
	Iteration 11Q: 3 clusters Score -207313.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -207313.734375 Penalty: 3522.431396
	Iteration 12F: 3 clusters Score -207313.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -108955.062500 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -108955.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -107336.093750 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -107336.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -107553.054688 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -107553.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -107636.492188 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -107636.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -107679.210938 Penalty: 3197.863525
	Iteration 3Q: 3 clusters Score -107679.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -107704.851562 Penalty: 3197.863525
	Iteration 4Q: 3 clusters Score -107704.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -107726.250000 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -107726.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -107736.304688 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -107736.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -107737.140625 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -107737.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -107740.156250 Penalty: 3197.863525
	Iteration 8Q: 3 clusters Score -107740.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -107741.523438 Penalty: 3197.863525
	Iteration 9Q: 3 clusters Score -107741.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -107741.523438 Penalty: 3197.863525
	Iteration 10F: 3 clusters Score -107741.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Entering Unmasked Estep 
Score: -8182591.500000 Penalty: 2654.916748
	Iteration 0F: 2 clusters Score -8182592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -8154227.500000 Penalty: 5309.833496
	Iteration 0F: 3 clusters Score -8154228 nChanged 20479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -8165329.500000 Penalty: 5309.833496
	Iteration 1F: 3 clusters Score -8165330 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -8165718.000000 Penalty: 5309.833496
	Iteration 2Q: 3 clusters Score -8165718 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -8166076.000000 Penalty: 5309.833496
	Iteration 3Q: 3 clusters Score -8166076 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -8166450.000000 Penalty: 5309.833496
	Iteration 4Q: 3 clusters Score -8166450 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -8166835.000000 Penalty: 5309.833496
	Iteration 5Q: 3 clusters Score -8166835 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -8167302.500000 Penalty: 5309.833496
	Iteration 6Q: 3 clusters Score -8167302 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -8167895.000000 Penalty: 5309.833496
	Iteration 7Q: 3 clusters Score -8167895 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -8168568.500000 Penalty: 5309.833496
	Iteration 8Q: 3 clusters Score -8168568 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -8169238.500000 Penalty: 5309.833496
	Iteration 9Q: 3 clusters Score -8169238 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -8169884.000000 Penalty: 5309.833496
	Iteration 10Q: 3 clusters Score -8169884 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 25746 members 
Entering Unmasked Estep 
Score: -8170523.000000 Penalty: 5309.833496
	Iteration 11Q: 3 clusters Score -8170523 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -8171179.500000 Penalty: 5309.833496
	Iteration 12Q: 3 clusters Score -8171180 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -8171793.500000 Penalty: 5309.833496
	Iteration 13Q: 3 clusters Score -8171794 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -8172540.000000 Penalty: 5309.833496
	Iteration 14Q: 3 clusters Score -8172540 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -8173362.000000 Penalty: 5309.833496
	Iteration 15Q: 3 clusters Score -8173362 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 27198 members 
Entering Unmasked Estep 
Score: -8174130.000000 Penalty: 5309.833496
	Iteration 16Q: 3 clusters Score -8174130 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -8174911.000000 Penalty: 5309.833496
	Iteration 17Q: 3 clusters Score -8174911 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 27222 members 
Entering Unmasked Estep 
Score: -8175572.000000 Penalty: 5309.833496
	Iteration 18Q: 3 clusters Score -8175572 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -8176117.500000 Penalty: 5309.833496
	Iteration 19Q: 3 clusters Score -8176118 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -8176615.000000 Penalty: 5309.833496
	Iteration 20F: 3 clusters Score -8176615 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -8176921.500000 Penalty: 5309.833496
	Iteration 21Q: 3 clusters Score -8176922 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 26691 members 
Entering Unmasked Estep 
Score: -8177158.000000 Penalty: 5309.833496
	Iteration 22Q: 3 clusters Score -8177158 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -8177326.500000 Penalty: 5309.833496
	Iteration 23Q: 3 clusters Score -8177326 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -8177471.000000 Penalty: 5309.833496
	Iteration 24Q: 3 clusters Score -8177471 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -8177577.500000 Penalty: 5309.833496
	Iteration 25Q: 3 clusters Score -8177578 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -8177693.000000 Penalty: 5309.833496
	Iteration 26Q: 3 clusters Score -8177693 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -8177749.500000 Penalty: 5309.833496
	Iteration 27Q: 3 clusters Score -8177750 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 25231 members 
Entering Unmasked Estep 
Score: -8177828.500000 Penalty: 5309.833496
	Iteration 28Q: 3 clusters Score -8177828 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -8177874.500000 Penalty: 5309.833496
	Iteration 29Q: 3 clusters Score -8177874 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -8177934.500000 Penalty: 5309.833496
	Iteration 30Q: 3 clusters Score -8177934 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20240 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -8178010.000000 Penalty: 5309.833496
	Iteration 31Q: 3 clusters Score -8178010 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -8178085.000000 Penalty: 5309.833496
	Iteration 32Q: 3 clusters Score -8178085 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -8178116.000000 Penalty: 5309.833496
	Iteration 33Q: 3 clusters Score -8178116 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -8178199.000000 Penalty: 5309.833496
	Iteration 34Q: 3 clusters Score -8178199 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -8178235.500000 Penalty: 5309.833496
	Iteration 35Q: 3 clusters Score -8178236 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -8178317.000000 Penalty: 5309.833496
	Iteration 36Q: 3 clusters Score -8178317 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -8178406.500000 Penalty: 5309.833496
	Iteration 37Q: 3 clusters Score -8178406 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -8178511.000000 Penalty: 5309.833496
	Iteration 38Q: 3 clusters Score -8178511 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -8178609.000000 Penalty: 5309.833496
	Iteration 39Q: 3 clusters Score -8178609 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -8178757.000000 Penalty: 5309.833496
	Iteration 40F: 3 clusters Score -8178757 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -8178891.500000 Penalty: 5309.833496
	Iteration 41Q: 3 clusters Score -8178892 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -8179035.500000 Penalty: 5309.833496
	Iteration 42Q: 3 clusters Score -8179036 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -8179169.500000 Penalty: 5309.833496
	Iteration 43Q: 3 clusters Score -8179170 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -8179300.500000 Penalty: 5309.833496
	Iteration 44Q: 3 clusters Score -8179300 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -8179438.000000 Penalty: 5309.833496
	Iteration 45Q: 3 clusters Score -8179438 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -8179529.000000 Penalty: 5309.833496
	Iteration 46Q: 3 clusters Score -8179529 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -8179658.000000 Penalty: 5309.833496
	Iteration 47Q: 3 clusters Score -8179658 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27827 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -8179752.500000 Penalty: 5309.833496
	Iteration 48Q: 3 clusters Score -8179752 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -8179840.000000 Penalty: 5309.833496
	Iteration 49Q: 3 clusters Score -8179840 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28811 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -8179942.000000 Penalty: 5309.833496
	Iteration 50Q: 3 clusters Score -8179942 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -8180083.000000 Penalty: 5309.833496
	Iteration 51Q: 3 clusters Score -8180083 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29906 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -8180229.000000 Penalty: 5309.833496
	Iteration 52Q: 3 clusters Score -8180229 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -8180328.000000 Penalty: 5309.833496
	Iteration 53Q: 3 clusters Score -8180328 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -8180451.500000 Penalty: 5309.833496
	Iteration 54Q: 3 clusters Score -8180452 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -8180572.000000 Penalty: 5309.833496
	Iteration 55Q: 3 clusters Score -8180572 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -8180694.000000 Penalty: 5309.833496
	Iteration 56Q: 3 clusters Score -8180694 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -8180848.500000 Penalty: 5309.833496
	Iteration 57Q: 3 clusters Score -8180848 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33133 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -8180981.000000 Penalty: 5309.833496
	Iteration 58Q: 3 clusters Score -8180981 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33621 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -8181094.500000 Penalty: 5309.833496
	Iteration 59Q: 3 clusters Score -8181094 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -8181181.500000 Penalty: 5309.833496
	Iteration 60F: 3 clusters Score -8181182 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -8181288.500000 Penalty: 5309.833496
	Iteration 61Q: 3 clusters Score -8181288 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -8181408.000000 Penalty: 5309.833496
	Iteration 62Q: 3 clusters Score -8181408 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35515 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -8181523.000000 Penalty: 5309.833496
	Iteration 63Q: 3 clusters Score -8181523 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -8181674.500000 Penalty: 5309.833496
	Iteration 64Q: 3 clusters Score -8181674 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36489 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -8181769.000000 Penalty: 5309.833496
	Iteration 65Q: 3 clusters Score -8181769 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -8181918.000000 Penalty: 5309.833496
	Iteration 66Q: 3 clusters Score -8181918 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -8182059.500000 Penalty: 5309.833496
	Iteration 67Q: 3 clusters Score -8182060 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37923 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -8182156.500000 Penalty: 5309.833496
	Iteration 68Q: 3 clusters Score -8182156 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -8182241.000000 Penalty: 5309.833496
	Iteration 69Q: 3 clusters Score -8182241 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -8182290.500000 Penalty: 5309.833496
	Iteration 70Q: 3 clusters Score -8182290 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -8182329.500000 Penalty: 5309.833496
	Iteration 71Q: 3 clusters Score -8182330 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39279 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -8182387.500000 Penalty: 5309.833496
	Iteration 72Q: 3 clusters Score -8182388 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39573 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -8182411.000000 Penalty: 5309.833496
	Iteration 73Q: 3 clusters Score -8182411 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -8182445.000000 Penalty: 5309.833496
	Iteration 74Q: 3 clusters Score -8182445 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -8182450.500000 Penalty: 5309.833496
	Iteration 75Q: 3 clusters Score -8182450 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -8182504.000000 Penalty: 5309.833496
	Iteration 76Q: 3 clusters Score -8182504 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -8182527.500000 Penalty: 5309.833496
	Iteration 77Q: 3 clusters Score -8182528 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -8182529.500000 Penalty: 5309.833496
	Iteration 78Q: 3 clusters Score -8182530 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40956 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -8182557.000000 Penalty: 5309.833496
	Iteration 79Q: 3 clusters Score -8182557 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -8182532.000000 Penalty: 5309.833496
	Iteration 80F: 3 clusters Score -8182532 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -8182532.000000 Penalty: 5309.833496
	Iteration 81Q: 3 clusters Score -8182532 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -8182529.500000 Penalty: 5309.833496
	Iteration 82Q: 3 clusters Score -8182530 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -8182520.500000 Penalty: 5309.833496
	Iteration 83Q: 3 clusters Score -8182520 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -8182518.000000 Penalty: 5309.833496
	Iteration 84Q: 3 clusters Score -8182518 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -8182488.500000 Penalty: 5309.833496
	Iteration 85Q: 3 clusters Score -8182488 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -8182472.000000 Penalty: 5309.833496
	Iteration 86Q: 3 clusters Score -8182472 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42025 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -8182482.000000 Penalty: 5309.833496
	Iteration 87Q: 3 clusters Score -8182482 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42128 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -8182458.000000 Penalty: 5309.833496
	Iteration 88Q: 3 clusters Score -8182458 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42211 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -8182457.500000 Penalty: 5309.833496
	Iteration 89Q: 3 clusters Score -8182458 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -8182454.500000 Penalty: 5309.833496
	Iteration 90Q: 3 clusters Score -8182454 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42355 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -8182440.500000 Penalty: 5309.833496
	Iteration 91Q: 3 clusters Score -8182440 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42412 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -8182413.000000 Penalty: 5309.833496
	Iteration 92Q: 3 clusters Score -8182413 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42463 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -8182388.000000 Penalty: 5309.833496
	Iteration 93Q: 3 clusters Score -8182388 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -8182396.000000 Penalty: 5309.833496
	Iteration 94Q: 3 clusters Score -8182396 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -8182361.000000 Penalty: 5309.833496
	Iteration 95Q: 3 clusters Score -8182361 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42577 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -8182339.500000 Penalty: 5309.833496
	Iteration 96Q: 3 clusters Score -8182340 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -8182347.500000 Penalty: 5309.833496
	Iteration 97Q: 3 clusters Score -8182348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -8182327.000000 Penalty: 5309.833496
	Iteration 98Q: 3 clusters Score -8182327 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42659 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -8182323.000000 Penalty: 5309.833496
	Iteration 99Q: 3 clusters Score -8182323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42674 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -8182318.500000 Penalty: 5309.833496
	Iteration 100F: 3 clusters Score -8182318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42694 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -8182309.500000 Penalty: 5309.833496
	Iteration 101Q: 3 clusters Score -8182310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42712 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -8182308.000000 Penalty: 5309.833496
	Iteration 102Q: 3 clusters Score -8182308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -8182291.500000 Penalty: 5309.833496
	Iteration 103Q: 3 clusters Score -8182292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42746 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -8182278.000000 Penalty: 5309.833496
	Iteration 104Q: 3 clusters Score -8182278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42759 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -8182283.000000 Penalty: 5309.833496
	Iteration 105Q: 3 clusters Score -8182283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42775 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -8182276.500000 Penalty: 5309.833496
	Iteration 106Q: 3 clusters Score -8182276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42789 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -8182276.000000 Penalty: 5309.833496
	Iteration 107Q: 3 clusters Score -8182276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -8182268.500000 Penalty: 5309.833496
	Iteration 108Q: 3 clusters Score -8182268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42813 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -8182261.500000 Penalty: 5309.833496
	Iteration 109Q: 3 clusters Score -8182262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -8182274.000000 Penalty: 5309.833496
	Iteration 110Q: 3 clusters Score -8182274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42827 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -8182278.500000 Penalty: 5309.833496
	Iteration 111Q: 3 clusters Score -8182278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42829 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -8182274.500000 Penalty: 5309.833496
	Iteration 112Q: 3 clusters Score -8182274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42831 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -8182271.500000 Penalty: 5309.833496
	Iteration 113Q: 3 clusters Score -8182272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -8182268.000000 Penalty: 5309.833496
	Iteration 114Q: 3 clusters Score -8182268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42834 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -8182270.000000 Penalty: 5309.833496
	Iteration 115Q: 3 clusters Score -8182270 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -8182266.500000 Penalty: 5309.833496
	Iteration 116Q: 3 clusters Score -8182266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -8182266.500000 Penalty: 5309.833496
	Iteration 117F: 3 clusters Score -8182266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46329 members 
Entering Unmasked Estep 
Score: -8521118.000000 Penalty: 2664.393799
	Iteration 0F: 2 clusters Score -8521118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -8492113.000000 Penalty: 5328.787598
	Iteration 0F: 3 clusters Score -8492113 nChanged 21393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -8503950.000000 Penalty: 5328.787598
	Iteration 1F: 3 clusters Score -8503950 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -8504505 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -8505112.000000 Penalty: 5328.787598
	Iteration 3Q: 3 clusters Score -8505112 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -8505836.000000 Penalty: 5328.787598
	Iteration 4Q: 3 clusters Score -8505836 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -8506758.000000 Penalty: 5328.787598
	Iteration 5Q: 3 clusters Score -8506758 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -8508109.000000 Penalty: 5328.787598
	Iteration 6Q: 3 clusters Score -8508109 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -8510018.000000 Penalty: 5328.787598
	Iteration 7F: 3 clusters Score -8510018 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -8512297.000000 Penalty: 5328.787598
	Iteration 8F: 3 clusters Score -8512297 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38197 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -8514499.000000 Penalty: 5328.787598
	Iteration 9F: 3 clusters Score -8514499 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40284 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -8516161.000000 Penalty: 5328.787598
	Iteration 10Q: 3 clusters Score -8516161 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -8517320.000000 Penalty: 5328.787598
	Iteration 11Q: 3 clusters Score -8517320 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -8517954.000000 Penalty: 5328.787598
	Iteration 12Q: 3 clusters Score -8517954 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -8518365.000000 Penalty: 5328.787598
	Iteration 13Q: 3 clusters Score -8518365 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -8518568.000000 Penalty: 5328.787598
	Iteration 14Q: 3 clusters Score -8518568 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44640 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -8518697.000000 Penalty: 5328.787598
	Iteration 15Q: 3 clusters Score -8518697 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44888 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -8518794.000000 Penalty: 5328.787598
	Iteration 16Q: 3 clusters Score -8518794 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45070 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -8518856.000000 Penalty: 5328.787598
	Iteration 17Q: 3 clusters Score -8518856 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -8518874.000000 Penalty: 5328.787598
	Iteration 18Q: 3 clusters Score -8518874 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -8518908.000000 Penalty: 5328.787598
	Iteration 19Q: 3 clusters Score -8518908 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45354 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -8518936.000000 Penalty: 5328.787598
	Iteration 20F: 3 clusters Score -8518936 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45410 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -8518966.000000 Penalty: 5328.787598
	Iteration 21Q: 3 clusters Score -8518966 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8518954.000000 Penalty: 5328.787598
	Iteration 22Q: 3 clusters Score -8518954 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -8518978.000000 Penalty: 5328.787598
	Iteration 23Q: 3 clusters Score -8518978 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45534 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -8518987.000000 Penalty: 5328.787598
	Iteration 24Q: 3 clusters Score -8518987 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45554 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -8518984.000000 Penalty: 5328.787598
	Iteration 25Q: 3 clusters Score -8518984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45570 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -8518982.000000 Penalty: 5328.787598
	Iteration 26Q: 3 clusters Score -8518982 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45583 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -8519000.000000 Penalty: 5328.787598
	Iteration 27Q: 3 clusters Score -8519000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -8518999.000000 Penalty: 5328.787598
	Iteration 28Q: 3 clusters Score -8518999 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -8519003.000000 Penalty: 5328.787598
	Iteration 29Q: 3 clusters Score -8519003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45625 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -8519005.000000 Penalty: 5328.787598
	Iteration 30Q: 3 clusters Score -8519005 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45636 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8519014.000000 Penalty: 5328.787598
	Iteration 31Q: 3 clusters Score -8519014 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8519028.000000 Penalty: 5328.787598
	Iteration 32Q: 3 clusters Score -8519028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -8519030.000000 Penalty: 5328.787598
	Iteration 33Q: 3 clusters Score -8519030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45664 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -8519042.000000 Penalty: 5328.787598
	Iteration 34Q: 3 clusters Score -8519042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45664 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -8519047.000000 Penalty: 5328.787598
	Iteration 35Q: 3 clusters Score -8519047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -8519043.000000 Penalty: 5328.787598
	Iteration 36Q: 3 clusters Score -8519043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45677 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8519049.000000 Penalty: 5328.787598
	Iteration 37Q: 3 clusters Score -8519049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45687 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -8519056.000000 Penalty: 5328.787598
	Iteration 38Q: 3 clusters Score -8519056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45691 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -8519053.000000 Penalty: 5328.787598
	Iteration 39Q: 3 clusters Score -8519053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45695 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8519055.000000 Penalty: 5328.787598
	Iteration 40F: 3 clusters Score -8519055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45695 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8519062.000000 Penalty: 5328.787598
	Iteration 41Q: 3 clusters Score -8519062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45698 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -8519062.000000 Penalty: 5328.787598
	Iteration 42Q: 3 clusters Score -8519062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45698 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -8519062.000000 Penalty: 5328.787598
	Iteration 43F: 3 clusters Score -8519062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Entering Unmasked Estep 
Score: -4690644.000000 Penalty: 2524.879883
	Iteration 0F: 2 clusters Score -4690644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -4672426.000000 Penalty: 5049.759766
	Iteration 0F: 3 clusters Score -4672426 nChanged 11922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -4678910.000000 Penalty: 5049.759766
	Iteration 1F: 3 clusters Score -4678910 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -4679497.500000 Penalty: 5049.759766
	Iteration 2F: 3 clusters Score -4679498 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -4680019.500000 Penalty: 5049.759766
	Iteration 3Q: 3 clusters Score -4680020 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -4680535.000000 Penalty: 5049.759766
	Iteration 4Q: 3 clusters Score -4680535 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -4681174.500000 Penalty: 5049.759766
	Iteration 5F: 3 clusters Score -4681174 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -4681959.000000 Penalty: 5049.759766
	Iteration 6F: 3 clusters Score -4681959 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -4682933.000000 Penalty: 5049.759766
	Iteration 7F: 3 clusters Score -4682933 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -4684000.500000 Penalty: 5049.759766
	Iteration 8F: 3 clusters Score -4684000 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -4685194.000000 Penalty: 5049.759766
	Iteration 9F: 3 clusters Score -4685194 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -4686224.000000 Penalty: 5049.759766
	Iteration 10Q: 3 clusters Score -4686224 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -4687072.500000 Penalty: 5049.759766
	Iteration 11Q: 3 clusters Score -4687072 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -4687581.000000 Penalty: 5049.759766
	Iteration 12Q: 3 clusters Score -4687581 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -4687962.500000 Penalty: 5049.759766
	Iteration 13Q: 3 clusters Score -4687962 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25509 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4688246.500000 Penalty: 5049.759766
	Iteration 14Q: 3 clusters Score -4688246 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -4688408.500000 Penalty: 5049.759766
	Iteration 15Q: 3 clusters Score -4688408 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4688482.500000 Penalty: 5049.759766
	Iteration 16Q: 3 clusters Score -4688482 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4688529.000000 Penalty: 5049.759766
	Iteration 17Q: 3 clusters Score -4688529 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4688553.000000 Penalty: 5049.759766
	Iteration 18Q: 3 clusters Score -4688553 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4688569.500000 Penalty: 5049.759766
	Iteration 19Q: 3 clusters Score -4688570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4688570.000000 Penalty: 5049.759766
	Iteration 20F: 3 clusters Score -4688570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4688575.000000 Penalty: 5049.759766
	Iteration 21Q: 3 clusters Score -4688575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4688585.500000 Penalty: 5049.759766
	Iteration 22Q: 3 clusters Score -4688586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4688594.500000 Penalty: 5049.759766
	Iteration 23Q: 3 clusters Score -4688594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4688595.000000 Penalty: 5049.759766
	Iteration 24Q: 3 clusters Score -4688595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4688597.500000 Penalty: 5049.759766
	Iteration 25Q: 3 clusters Score -4688598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -4688597.500000 Penalty: 5049.759766
	Iteration 26F: 3 clusters Score -4688598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (47998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47998 members 
Entering Unmasked Estep 
Score: -8864938.000000 Penalty: 2673.170898
	Iteration 0F: 2 clusters Score -8864938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -8835222.000000 Penalty: 5346.341797
	Iteration 0F: 3 clusters Score -8835222 nChanged 22140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 23772 members 
Entering Unmasked Estep 
Score: -8847286.000000 Penalty: 5346.341797
	Iteration 1F: 3 clusters Score -8847286 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -8847949.000000 Penalty: 5346.341797
	Iteration 2Q: 3 clusters Score -8847949 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -8848548.000000 Penalty: 5346.341797
	Iteration 3Q: 3 clusters Score -8848548 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -8849225.000000 Penalty: 5346.341797
	Iteration 4Q: 3 clusters Score -8849225 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -8850099.000000 Penalty: 5346.341797
	Iteration 5Q: 3 clusters Score -8850099 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23810 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -8851180.000000 Penalty: 5346.341797
	Iteration 6Q: 3 clusters Score -8851180 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -8852685.000000 Penalty: 5346.341797
	Iteration 7F: 3 clusters Score -8852685 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -8854621.000000 Penalty: 5346.341797
	Iteration 8F: 3 clusters Score -8854621 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -8856636.000000 Penalty: 5346.341797
	Iteration 9F: 3 clusters Score -8856636 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
Score: -8858303.000000 Penalty: 5346.341797
	Iteration 10F: 3 clusters Score -8858303 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -8859251.000000 Penalty: 5346.341797
	Iteration 11Q: 3 clusters Score -8859251 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -8859536.000000 Penalty: 5346.341797
	Iteration 12Q: 3 clusters Score -8859536 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -8859683.000000 Penalty: 5346.341797
	Iteration 13Q: 3 clusters Score -8859683 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -8859770.000000 Penalty: 5346.341797
	Iteration 14Q: 3 clusters Score -8859770 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -8859857.000000 Penalty: 5346.341797
	Iteration 15Q: 3 clusters Score -8859857 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -8859970.000000 Penalty: 5346.341797
	Iteration 16Q: 3 clusters Score -8859970 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25617 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -8860026.000000 Penalty: 5346.341797
	Iteration 17Q: 3 clusters Score -8860026 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -8860118.000000 Penalty: 5346.341797
	Iteration 18Q: 3 clusters Score -8860118 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -8860195.000000 Penalty: 5346.341797
	Iteration 19Q: 3 clusters Score -8860195 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -8860247.000000 Penalty: 5346.341797
	Iteration 20F: 3 clusters Score -8860247 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -8860373.000000 Penalty: 5346.341797
	Iteration 21Q: 3 clusters Score -8860373 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -8860461.000000 Penalty: 5346.341797
	Iteration 22Q: 3 clusters Score -8860461 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -8860548.000000 Penalty: 5346.341797
	Iteration 23Q: 3 clusters Score -8860548 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -8860676.000000 Penalty: 5346.341797
	Iteration 24Q: 3 clusters Score -8860676 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 20005 members 
Entering Unmasked Estep 
Score: -8860758.000000 Penalty: 5346.341797
	Iteration 25Q: 3 clusters Score -8860758 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28324 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -8860857.000000 Penalty: 5346.341797
	Iteration 26Q: 3 clusters Score -8860857 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -8860992.000000 Penalty: 5346.341797
	Iteration 27Q: 3 clusters Score -8860992 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -8861105.000000 Penalty: 5346.341797
	Iteration 28Q: 3 clusters Score -8861105 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -8861220.000000 Penalty: 5346.341797
	Iteration 29Q: 3 clusters Score -8861220 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -8861324.000000 Penalty: 5346.341797
	Iteration 30Q: 3 clusters Score -8861324 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -8861447.000000 Penalty: 5346.341797
	Iteration 31Q: 3 clusters Score -8861447 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -8861568.000000 Penalty: 5346.341797
	Iteration 32Q: 3 clusters Score -8861568 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -8861626.000000 Penalty: 5346.341797
	Iteration 33Q: 3 clusters Score -8861626 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -8861752.000000 Penalty: 5346.341797
	Iteration 34Q: 3 clusters Score -8861752 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -8861835.000000 Penalty: 5346.341797
	Iteration 35Q: 3 clusters Score -8861835 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -8861991.000000 Penalty: 5346.341797
	Iteration 36Q: 3 clusters Score -8861991 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -8862123.000000 Penalty: 5346.341797
	Iteration 37Q: 3 clusters Score -8862123 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -8862288.000000 Penalty: 5346.341797
	Iteration 38Q: 3 clusters Score -8862288 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -8862434.000000 Penalty: 5346.341797
	Iteration 39Q: 3 clusters Score -8862434 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -8862551.000000 Penalty: 5346.341797
	Iteration 40F: 3 clusters Score -8862551 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -8862654.000000 Penalty: 5346.341797
	Iteration 41Q: 3 clusters Score -8862654 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36074 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -8862772.000000 Penalty: 5346.341797
	Iteration 42Q: 3 clusters Score -8862772 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -8862899.000000 Penalty: 5346.341797
	Iteration 43Q: 3 clusters Score -8862899 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -8863020.000000 Penalty: 5346.341797
	Iteration 44Q: 3 clusters Score -8863020 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -8863114.000000 Penalty: 5346.341797
	Iteration 45Q: 3 clusters Score -8863114 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38220 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -8863192.000000 Penalty: 5346.341797
	Iteration 46Q: 3 clusters Score -8863192 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38785 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -8863236.000000 Penalty: 5346.341797
	Iteration 47Q: 3 clusters Score -8863236 nChanged 538
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -8863309.000000 Penalty: 5346.341797
	Iteration 48Q: 3 clusters Score -8863309 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -8863421.000000 Penalty: 5346.341797
	Iteration 49Q: 3 clusters Score -8863421 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8863469 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -8863538.000000 Penalty: 5346.341797
	Iteration 51Q: 3 clusters Score -8863538 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -8863560.000000 Penalty: 5346.341797
	Iteration 52Q: 3 clusters Score -8863560 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -8863588.000000 Penalty: 5346.341797
	Iteration 53Q: 3 clusters Score -8863588 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -8863627.000000 Penalty: 5346.341797
	Iteration 54Q: 3 clusters Score -8863627 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -8863662.000000 Penalty: 5346.341797
	Iteration 55Q: 3 clusters Score -8863662 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -8863674.000000 Penalty: 5346.341797
	Iteration 56Q: 3 clusters Score -8863674 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -8863702.000000 Penalty: 5346.341797
	Iteration 57Q: 3 clusters Score -8863702 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43116 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -8863735.000000 Penalty: 5346.341797
	Iteration 58Q: 3 clusters Score -8863735 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43382 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -8863710.000000 Penalty: 5346.341797
	Iteration 59Q: 3 clusters Score -8863710 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43659 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -8863703.000000 Penalty: 5346.341797
	Iteration 60F: 3 clusters Score -8863703 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43943 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -8863676.000000 Penalty: 5346.341797
	Iteration 61Q: 3 clusters Score -8863676 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -8863630.000000 Penalty: 5346.341797
	Iteration 62Q: 3 clusters Score -8863630 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44430 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -8863603.000000 Penalty: 5346.341797
	Iteration 63Q: 3 clusters Score -8863603 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44656 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -8863575.000000 Penalty: 5346.341797
	Iteration 64Q: 3 clusters Score -8863575 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -8863540.000000 Penalty: 5346.341797
	Iteration 65Q: 3 clusters Score -8863540 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45079 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -8863493.000000 Penalty: 5346.341797
	Iteration 66Q: 3 clusters Score -8863493 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45271 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -8863443.000000 Penalty: 5346.341797
	Iteration 67Q: 3 clusters Score -8863443 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45441 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -8863432.000000 Penalty: 5346.341797
	Iteration 68Q: 3 clusters Score -8863432 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45625 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -8863376.000000 Penalty: 5346.341797
	Iteration 69Q: 3 clusters Score -8863376 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45777 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -8863345.000000 Penalty: 5346.341797
	Iteration 70Q: 3 clusters Score -8863345 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45907 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -8863306.000000 Penalty: 5346.341797
	Iteration 71Q: 3 clusters Score -8863306 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46032 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -8863294.000000 Penalty: 5346.341797
	Iteration 72Q: 3 clusters Score -8863294 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46138 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -8863276.000000 Penalty: 5346.341797
	Iteration 73Q: 3 clusters Score -8863276 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46214 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -8863253.000000 Penalty: 5346.341797
	Iteration 74Q: 3 clusters Score -8863253 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46291 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -8863242.000000 Penalty: 5346.341797
	Iteration 75Q: 3 clusters Score -8863242 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46363 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -8863229.000000 Penalty: 5346.341797
	Iteration 76Q: 3 clusters Score -8863229 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -8863199.000000 Penalty: 5346.341797
	Iteration 77Q: 3 clusters Score -8863199 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46493 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -8863187.000000 Penalty: 5346.341797
	Iteration 78Q: 3 clusters Score -8863187 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -8863190.000000 Penalty: 5346.341797
	Iteration 79Q: 3 clusters Score -8863190 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -8863189.000000 Penalty: 5346.341797
	Iteration 80F: 3 clusters Score -8863189 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46635 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -8863179.000000 Penalty: 5346.341797
	Iteration 81Q: 3 clusters Score -8863179 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46677 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -8863175.000000 Penalty: 5346.341797
	Iteration 82Q: 3 clusters Score -8863175 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -8863178.000000 Penalty: 5346.341797
	Iteration 83Q: 3 clusters Score -8863178 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46766 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -8863182.000000 Penalty: 5346.341797
	Iteration 84Q: 3 clusters Score -8863182 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46814 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -8863167.000000 Penalty: 5346.341797
	Iteration 85Q: 3 clusters Score -8863167 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46873 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -8863143.000000 Penalty: 5346.341797
	Iteration 86Q: 3 clusters Score -8863143 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46922 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -8863142.000000 Penalty: 5346.341797
	Iteration 87Q: 3 clusters Score -8863142 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46964 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -8863127.000000 Penalty: 5346.341797
	Iteration 88Q: 3 clusters Score -8863127 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46997 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -8863123.000000 Penalty: 5346.341797
	Iteration 89Q: 3 clusters Score -8863123 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -8863130.000000 Penalty: 5346.341797
	Iteration 90Q: 3 clusters Score -8863130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47049 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -8863132.000000 Penalty: 5346.341797
	Iteration 91Q: 3 clusters Score -8863132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47064 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -8863132.000000 Penalty: 5346.341797
	Iteration 92Q: 3 clusters Score -8863132 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47085 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -8863130.000000 Penalty: 5346.341797
	Iteration 93Q: 3 clusters Score -8863130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47096 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -8863131.000000 Penalty: 5346.341797
	Iteration 94Q: 3 clusters Score -8863131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47103 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8863135.000000 Penalty: 5346.341797
	Iteration 95Q: 3 clusters Score -8863135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47109 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -8863135.000000 Penalty: 5346.341797
	Iteration 96Q: 3 clusters Score -8863135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47116 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -8863129.000000 Penalty: 5346.341797
	Iteration 97Q: 3 clusters Score -8863129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47124 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8863134.000000 Penalty: 5346.341797
	Iteration 98Q: 3 clusters Score -8863134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47131 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -8863124.000000 Penalty: 5346.341797
	Iteration 99Q: 3 clusters Score -8863124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47137 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -8863128.000000 Penalty: 5346.341797
	Iteration 100F: 3 clusters Score -8863128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47144 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -8863135.000000 Penalty: 5346.341797
	Iteration 101Q: 3 clusters Score -8863135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47152 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -8863132.000000 Penalty: 5346.341797
	Iteration 102Q: 3 clusters Score -8863132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47158 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -8863142.000000 Penalty: 5346.341797
	Iteration 103Q: 3 clusters Score -8863142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47164 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -8863138.000000 Penalty: 5346.341797
	Iteration 104Q: 3 clusters Score -8863138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47171 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -8863127.000000 Penalty: 5346.341797
	Iteration 105Q: 3 clusters Score -8863127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47176 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -8863128.000000 Penalty: 5346.341797
	Iteration 106Q: 3 clusters Score -8863128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47181 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8863131.000000 Penalty: 5346.341797
	Iteration 107Q: 3 clusters Score -8863131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47186 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8863135.000000 Penalty: 5346.341797
	Iteration 108Q: 3 clusters Score -8863135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47194 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -8863134.000000 Penalty: 5346.341797
	Iteration 109Q: 3 clusters Score -8863134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47199 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -8863128.000000 Penalty: 5346.341797
	Iteration 110Q: 3 clusters Score -8863128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47205 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -8863123.000000 Penalty: 5346.341797
	Iteration 111Q: 3 clusters Score -8863123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47209 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8863123.000000 Penalty: 5346.341797
	Iteration 112Q: 3 clusters Score -8863123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47209 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8863118.000000 Penalty: 5346.341797
	Iteration 113Q: 3 clusters Score -8863118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47212 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -8863127.000000 Penalty: 5346.341797
	Iteration 114Q: 3 clusters Score -8863127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47215 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -8863130.000000 Penalty: 5346.341797
	Iteration 115Q: 3 clusters Score -8863130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47216 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -8863128.000000 Penalty: 5346.341797
	Iteration 116Q: 3 clusters Score -8863128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47219 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -8863136.000000 Penalty: 5346.341797
	Iteration 117Q: 3 clusters Score -8863136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47225 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8863129.000000 Penalty: 5346.341797
	Iteration 118Q: 3 clusters Score -8863129 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47230 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8863132.000000 Penalty: 5346.341797
	Iteration 119Q: 3 clusters Score -8863132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47238 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -8863127.000000 Penalty: 5346.341797
	Iteration 120F: 3 clusters Score -8863127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47244 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8863123.000000 Penalty: 5346.341797
	Iteration 121Q: 3 clusters Score -8863123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47247 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8863117.000000 Penalty: 5346.341797
	Iteration 122Q: 3 clusters Score -8863117 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47248 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8863126.000000 Penalty: 5346.341797
	Iteration 123Q: 3 clusters Score -8863126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47249 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8863118 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47249 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
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	Iteration 125F: 3 clusters Score -8863118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (49309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49309 members 
Entering Unmasked Estep 
Score: -8996788.000000 Penalty: 2679.853760
	Iteration 0F: 2 clusters Score -8996788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -8965830 nChanged 22827
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 24894 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -8978304 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -8978835 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -8979339.000000 Penalty: 5359.707520
	Iteration 3Q: 3 clusters Score -8979339 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -8979978.000000 Penalty: 5359.707520
	Iteration 4Q: 3 clusters Score -8979978 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -8980673.000000 Penalty: 5359.707520
	Iteration 5Q: 3 clusters Score -8980673 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25039 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -8981644.000000 Penalty: 5359.707520
	Iteration 6Q: 3 clusters Score -8981644 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -8983040.000000 Penalty: 5359.707520
	Iteration 7Q: 3 clusters Score -8983040 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -8984986.000000 Penalty: 5359.707520
	Iteration 8F: 3 clusters Score -8984986 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -8987366.000000 Penalty: 5359.707520
	Iteration 9F: 3 clusters Score -8987366 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -8989484.000000 Penalty: 5359.707520
	Iteration 10F: 3 clusters Score -8989484 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -8990653.000000 Penalty: 5359.707520
	Iteration 11Q: 3 clusters Score -8990653 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8991600 nChanged 857
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8991933 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8992280 nChanged 827
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28564 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8992560 nChanged 806
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8992932 nChanged 846
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8993277 nChanged 834
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8993928 nChanged 649
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31395 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8994178 nChanged 552
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Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8994378 nChanged 508
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8994505 nChanged 424
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Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8994636 nChanged 390
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Mstep: Class 1 contains 33113 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8994730 nChanged 355
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8994800 nChanged 330
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33796 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8994841 nChanged 299
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Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8994897 nChanged 280
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8994978 nChanged 264
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 14676 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8995004 nChanged 269
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Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8995092 nChanged 311
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8995164 nChanged 289
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Mstep: Class 1 contains 35502 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8995215 nChanged 306
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Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8995253 nChanged 272
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Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8995316 nChanged 248
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8995342 nChanged 251
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Mstep: Class 1 contains 36579 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8995418 nChanged 227
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Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8995459 nChanged 224
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Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8995517 nChanged 218
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37248 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8995553 nChanged 235
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Mstep: Class 1 contains 37483 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8995580 nChanged 220
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Mstep: Class 1 contains 37703 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37902 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8995609 nChanged 193
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Mstep: Class 1 contains 38095 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 38275 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38445 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 38623 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 38785 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8995678 nChanged 126
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Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8995677 nChanged 124
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Mstep: Class 1 contains 39035 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8995683 nChanged 101
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Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39231 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8995691 nChanged 96
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Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8995737 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39553 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8995780 nChanged 101
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Mstep: Class 1 contains 39654 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8995782 nChanged 101
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Mstep: Class 1 contains 39755 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8995789 nChanged 104
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Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8995775 nChanged 104
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Mstep: Class 1 contains 39961 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8995799 nChanged 95
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Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8995792 nChanged 124
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Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8995815 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8995830 nChanged 155
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Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8995836 nChanged 154
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40641 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8995838 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40794 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8995806 nChanged 172
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Mstep: Class 1 contains 40966 members 
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8995829 nChanged 169
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41135 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8995820 nChanged 163
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Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8995837 nChanged 169
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Mstep: Class 1 contains 41467 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8995838 nChanged 174
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Mstep: Class 1 contains 41641 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8995849 nChanged 167
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Mstep: Class 1 contains 41808 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8995816 nChanged 190
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Mstep: Class 1 contains 41998 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8995790 nChanged 177
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8995795 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8995772 nChanged 188
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	Iteration 75Q: 3 clusters Score -8995749 nChanged 190
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42732 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8995732 nChanged 180
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8995731 nChanged 180
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	Iteration 78Q: 3 clusters Score -8995708 nChanged 195
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	Iteration 79Q: 3 clusters Score -8995698 nChanged 195
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8995700 nChanged 205
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8995659 nChanged 206
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	Iteration 82Q: 3 clusters Score -8995647 nChanged 202
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	Iteration 83Q: 3 clusters Score -8995684 nChanged 182
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	Iteration 84Q: 3 clusters Score -8995646 nChanged 183
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	Iteration 85Q: 3 clusters Score -8995664 nChanged 178
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	Iteration 86Q: 3 clusters Score -8995651 nChanged 173
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	Iteration 88Q: 3 clusters Score -8995630 nChanged 156
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	Iteration 89Q: 3 clusters Score -8995617 nChanged 133
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	Iteration 90Q: 3 clusters Score -8995573 nChanged 110
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	Iteration 91Q: 3 clusters Score -8995558 nChanged 102
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	Iteration 92Q: 3 clusters Score -8995567 nChanged 95
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8995533 nChanged 86
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	Iteration 95Q: 3 clusters Score -8995494 nChanged 63
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	Iteration 96Q: 3 clusters Score -8995476 nChanged 58
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	Iteration 97Q: 3 clusters Score -8995476 nChanged 54
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	Iteration 98Q: 3 clusters Score -8995454 nChanged 52
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	Iteration 99Q: 3 clusters Score -8995436 nChanged 49
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	Iteration 100F: 3 clusters Score -8995408 nChanged 47
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	Iteration 101Q: 3 clusters Score -8995402 nChanged 42
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	Iteration 102Q: 3 clusters Score -8995407 nChanged 53
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	Iteration 103Q: 3 clusters Score -8995409 nChanged 53
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8995414 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46232 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -8995401.000000 Penalty: 5359.707520
	Iteration 105Q: 3 clusters Score -8995401 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46276 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -8995381.000000 Penalty: 5359.707520
	Iteration 106Q: 3 clusters Score -8995381 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46321 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -8995359.000000 Penalty: 5359.707520
	Iteration 107Q: 3 clusters Score -8995359 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46353 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -8995348.000000 Penalty: 5359.707520
	Iteration 108Q: 3 clusters Score -8995348 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46386 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -8995334.000000 Penalty: 5359.707520
	Iteration 109Q: 3 clusters Score -8995334 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46418 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -8995323.000000 Penalty: 5359.707520
	Iteration 110Q: 3 clusters Score -8995323 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46442 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -8995324.000000 Penalty: 5359.707520
	Iteration 111Q: 3 clusters Score -8995324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46464 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -8995319.000000 Penalty: 5359.707520
	Iteration 112Q: 3 clusters Score -8995319 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46494 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -8995321.000000 Penalty: 5359.707520
	Iteration 113Q: 3 clusters Score -8995321 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46520 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -8995309.000000 Penalty: 5359.707520
	Iteration 114Q: 3 clusters Score -8995309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -8995302.000000 Penalty: 5359.707520
	Iteration 115Q: 3 clusters Score -8995302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46560 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -8995303.000000 Penalty: 5359.707520
	Iteration 116Q: 3 clusters Score -8995303 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46584 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -8995292.000000 Penalty: 5359.707520
	Iteration 117Q: 3 clusters Score -8995292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -8995274.000000 Penalty: 5359.707520
	Iteration 118Q: 3 clusters Score -8995274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -8995275.000000 Penalty: 5359.707520
	Iteration 119Q: 3 clusters Score -8995275 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46655 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -8995276.000000 Penalty: 5359.707520
	Iteration 120F: 3 clusters Score -8995276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46679 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -8995286.000000 Penalty: 5359.707520
	Iteration 121Q: 3 clusters Score -8995286 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -8995281.000000 Penalty: 5359.707520
	Iteration 122Q: 3 clusters Score -8995281 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -8995266.000000 Penalty: 5359.707520
	Iteration 123Q: 3 clusters Score -8995266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46733 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -8995266.000000 Penalty: 5359.707520
	Iteration 124Q: 3 clusters Score -8995266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -8995274.000000 Penalty: 5359.707520
	Iteration 125Q: 3 clusters Score -8995274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46756 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -8995259.000000 Penalty: 5359.707520
	Iteration 126Q: 3 clusters Score -8995259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46772 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -8995260.000000 Penalty: 5359.707520
	Iteration 127Q: 3 clusters Score -8995260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46790 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -8995260.000000 Penalty: 5359.707520
	Iteration 128Q: 3 clusters Score -8995260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46806 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -8995264.000000 Penalty: 5359.707520
	Iteration 129Q: 3 clusters Score -8995264 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46826 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -8995269.000000 Penalty: 5359.707520
	Iteration 130Q: 3 clusters Score -8995269 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -8995271.000000 Penalty: 5359.707520
	Iteration 131Q: 3 clusters Score -8995271 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46866 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -8995261.000000 Penalty: 5359.707520
	Iteration 132Q: 3 clusters Score -8995261 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -8995253.000000 Penalty: 5359.707520
	Iteration 133Q: 3 clusters Score -8995253 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46895 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -8995259.000000 Penalty: 5359.707520
	Iteration 134Q: 3 clusters Score -8995259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46902 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -8995259.000000 Penalty: 5359.707520
	Iteration 135Q: 3 clusters Score -8995259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46908 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -8995253.000000 Penalty: 5359.707520
	Iteration 136Q: 3 clusters Score -8995253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -8995252.000000 Penalty: 5359.707520
	Iteration 137Q: 3 clusters Score -8995252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46921 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -8995248.000000 Penalty: 5359.707520
	Iteration 138Q: 3 clusters Score -8995248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46924 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -8995243.000000 Penalty: 5359.707520
	Iteration 139Q: 3 clusters Score -8995243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46926 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -8995239.000000 Penalty: 5359.707520
	Iteration 140F: 3 clusters Score -8995239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (51369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51369 members 
Entering Unmasked Estep 
Score: -9329900.000000 Penalty: 2690.003906
	Iteration 0F: 2 clusters Score -9329900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -9297385.000000 Penalty: 5380.007812
	Iteration 0F: 3 clusters Score -9297385 nChanged 23672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -9310577.000000 Penalty: 5380.007812
	Iteration 1F: 3 clusters Score -9310577 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -9311167.000000 Penalty: 5380.007812
	Iteration 2Q: 3 clusters Score -9311167 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -9311767.000000 Penalty: 5380.007812
	Iteration 3Q: 3 clusters Score -9311767 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -9312394.000000 Penalty: 5380.007812
	Iteration 4Q: 3 clusters Score -9312394 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -9313205.000000 Penalty: 5380.007812
	Iteration 5Q: 3 clusters Score -9313205 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 33284 members 
Entering Unmasked Estep 
Score: -9314344.000000 Penalty: 5380.007812
	Iteration 6Q: 3 clusters Score -9314344 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15239 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -9316194.000000 Penalty: 5380.007812
	Iteration 7F: 3 clusters Score -9316194 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -9318951.000000 Penalty: 5380.007812
	Iteration 8F: 3 clusters Score -9318951 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -9322094.000000 Penalty: 5380.007812
	Iteration 9F: 3 clusters Score -9322094 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 46593 members 
Entering Unmasked Estep 
Score: -9324655.000000 Penalty: 5380.007812
	Iteration 10F: 3 clusters Score -9324655 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 48651 members 
Entering Unmasked Estep 
Score: -9326077.000000 Penalty: 5380.007812
	Iteration 11Q: 3 clusters Score -9326077 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 49762 members 
Entering Unmasked Estep 
Score: -9326894.000000 Penalty: 5380.007812
	Iteration 12Q: 3 clusters Score -9326894 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 50326 members 
Entering Unmasked Estep 
Score: -9327293.000000 Penalty: 5380.007812
	Iteration 13Q: 3 clusters Score -9327293 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 50586 members 
Entering Unmasked Estep 
Score: -9327504.000000 Penalty: 5380.007812
	Iteration 14Q: 3 clusters Score -9327504 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 50728 members 
Entering Unmasked Estep 
Score: -9327623.000000 Penalty: 5380.007812
	Iteration 15Q: 3 clusters Score -9327623 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 50799 members 
Entering Unmasked Estep 
Score: -9327693.000000 Penalty: 5380.007812
	Iteration 16Q: 3 clusters Score -9327693 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 50847 members 
Entering Unmasked Estep 
Score: -9327732.000000 Penalty: 5380.007812
	Iteration 17Q: 3 clusters Score -9327732 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 50869 members 
Entering Unmasked Estep 
Score: -9327760.000000 Penalty: 5380.007812
	Iteration 18Q: 3 clusters Score -9327760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 50885 members 
Entering Unmasked Estep 
Score: -9327776.000000 Penalty: 5380.007812
	Iteration 19Q: 3 clusters Score -9327776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 50896 members 
Entering Unmasked Estep 
Score: -9327790.000000 Penalty: 5380.007812
	Iteration 20F: 3 clusters Score -9327790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 50900 members 
Entering Unmasked Estep 
Score: -9327799.000000 Penalty: 5380.007812
	Iteration 21Q: 3 clusters Score -9327799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 50906 members 
Entering Unmasked Estep 
Score: -9327792.000000 Penalty: 5380.007812
	Iteration 22Q: 3 clusters Score -9327792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 50905 members 
Entering Unmasked Estep 
Score: -9327793.000000 Penalty: 5380.007812
	Iteration 23Q: 3 clusters Score -9327793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 50909 members 
Entering Unmasked Estep 
Score: -9327806.000000 Penalty: 5380.007812
	Iteration 24Q: 3 clusters Score -9327806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 50908 members 
Entering Unmasked Estep 
Score: -9327812.000000 Penalty: 5380.007812
	Iteration 25Q: 3 clusters Score -9327812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 50908 members 
Entering Unmasked Estep 
Score: -9327812.000000 Penalty: 5380.007812
	Iteration 26F: 3 clusters Score -9327812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (48416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48416 members 
Entering Unmasked Estep 
Score: -9010904.000000 Penalty: 2675.321045
	Iteration 0F: 2 clusters Score -9010904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -8982403.000000 Penalty: 5350.642090
	Iteration 0F: 3 clusters Score -8982403 nChanged 22433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -8995053.000000 Penalty: 5350.642090
	Iteration 1F: 3 clusters Score -8995053 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -8995763.000000 Penalty: 5350.642090
	Iteration 2Q: 3 clusters Score -8995763 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -8996523.000000 Penalty: 5350.642090
	Iteration 3Q: 3 clusters Score -8996523 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -8997362.000000 Penalty: 5350.642090
	Iteration 4Q: 3 clusters Score -8997362 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22721 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -8998406.000000 Penalty: 5350.642090
	Iteration 5Q: 3 clusters Score -8998406 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22037 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -8999584.000000 Penalty: 5350.642090
	Iteration 6F: 3 clusters Score -8999584 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -9000929.000000 Penalty: 5350.642090
	Iteration 7F: 3 clusters Score -9000929 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -9002494.000000 Penalty: 5350.642090
	Iteration 8F: 3 clusters Score -9002494 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -9003976.000000 Penalty: 5350.642090
	Iteration 9Q: 3 clusters Score -9003976 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 29556 members 
Entering Unmasked Estep 
Score: -9005069.000000 Penalty: 5350.642090
	Iteration 10Q: 3 clusters Score -9005069 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -9005745.000000 Penalty: 5350.642090
	Iteration 11Q: 3 clusters Score -9005745 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -9006125.000000 Penalty: 5350.642090
	Iteration 12Q: 3 clusters Score -9006125 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -9006366.000000 Penalty: 5350.642090
	Iteration 13Q: 3 clusters Score -9006366 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -9006580.000000 Penalty: 5350.642090
	Iteration 14Q: 3 clusters Score -9006580 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -9006826.000000 Penalty: 5350.642090
	Iteration 15Q: 3 clusters Score -9006826 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -9006990.000000 Penalty: 5350.642090
	Iteration 16Q: 3 clusters Score -9006990 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -9007135.000000 Penalty: 5350.642090
	Iteration 17Q: 3 clusters Score -9007135 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -9007387.000000 Penalty: 5350.642090
	Iteration 18Q: 3 clusters Score -9007387 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 37235 members 
Entering Unmasked Estep 
Score: -9007646.000000 Penalty: 5350.642090
	Iteration 19Q: 3 clusters Score -9007646 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 38425 members 
Entering Unmasked Estep 
Score: -9007905.000000 Penalty: 5350.642090
	Iteration 20F: 3 clusters Score -9007905 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 39734 members 
Entering Unmasked Estep 
Score: -9008163.000000 Penalty: 5350.642090
	Iteration 21Q: 3 clusters Score -9008163 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 41073 members 
Entering Unmasked Estep 
Score: -9008580.000000 Penalty: 5350.642090
	Iteration 22Q: 3 clusters Score -9008580 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 42367 members 
Entering Unmasked Estep 
Score: -9008843.000000 Penalty: 5350.642090
	Iteration 23Q: 3 clusters Score -9008843 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -9008949.000000 Penalty: 5350.642090
	Iteration 24Q: 3 clusters Score -9008949 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 44546 members 
Entering Unmasked Estep 
Score: -9009044.000000 Penalty: 5350.642090
	Iteration 25Q: 3 clusters Score -9009044 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 45404 members 
Entering Unmasked Estep 
Score: -9009029.000000 Penalty: 5350.642090
	Iteration 26Q: 3 clusters Score -9009029 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 46072 members 
Entering Unmasked Estep 
Score: -9009040.000000 Penalty: 5350.642090
	Iteration 27Q: 3 clusters Score -9009040 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 46568 members 
Entering Unmasked Estep 
Score: -9009006.000000 Penalty: 5350.642090
	Iteration 28Q: 3 clusters Score -9009006 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 46941 members 
Entering Unmasked Estep 
Score: -9009020.000000 Penalty: 5350.642090
	Iteration 29Q: 3 clusters Score -9009020 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 47217 members 
Entering Unmasked Estep 
Score: -9009023.000000 Penalty: 5350.642090
	Iteration 30Q: 3 clusters Score -9009023 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 47412 members 
Entering Unmasked Estep 
Score: -9009006.000000 Penalty: 5350.642090
	Iteration 31Q: 3 clusters Score -9009006 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 47551 members 
Entering Unmasked Estep 
Score: -9009004.000000 Penalty: 5350.642090
	Iteration 32Q: 3 clusters Score -9009004 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -9008986.000000 Penalty: 5350.642090
	Iteration 33Q: 3 clusters Score -9008986 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 47688 members 
Entering Unmasked Estep 
Score: -9008984.000000 Penalty: 5350.642090
	Iteration 34Q: 3 clusters Score -9008984 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 47735 members 
Entering Unmasked Estep 
Score: -9008966.000000 Penalty: 5350.642090
	Iteration 35Q: 3 clusters Score -9008966 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 47778 members 
Entering Unmasked Estep 
Score: -9008999.000000 Penalty: 5350.642090
	Iteration 36Q: 3 clusters Score -9008999 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 47808 members 
Entering Unmasked Estep 
Score: -9008995.000000 Penalty: 5350.642090
	Iteration 37Q: 3 clusters Score -9008995 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 47827 members 
Entering Unmasked Estep 
Score: -9009005.000000 Penalty: 5350.642090
	Iteration 38Q: 3 clusters Score -9009005 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 47848 members 
Entering Unmasked Estep 
Score: -9009026.000000 Penalty: 5350.642090
	Iteration 39Q: 3 clusters Score -9009026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 47861 members 
Entering Unmasked Estep 
Score: -9009017.000000 Penalty: 5350.642090
	Iteration 40F: 3 clusters Score -9009017 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 47878 members 
Entering Unmasked Estep 
Score: -9009033.000000 Penalty: 5350.642090
	Iteration 41Q: 3 clusters Score -9009033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 47887 members 
Entering Unmasked Estep 
Score: -9009027.000000 Penalty: 5350.642090
	Iteration 42Q: 3 clusters Score -9009027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 47897 members 
Entering Unmasked Estep 
Score: -9009025.000000 Penalty: 5350.642090
	Iteration 43Q: 3 clusters Score -9009025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 47905 members 
Entering Unmasked Estep 
Score: -9009020.000000 Penalty: 5350.642090
	Iteration 44Q: 3 clusters Score -9009020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 47911 members 
Entering Unmasked Estep 
Score: -9009020.000000 Penalty: 5350.642090
	Iteration 45Q: 3 clusters Score -9009020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 47915 members 
Entering Unmasked Estep 
Score: -9009024.000000 Penalty: 5350.642090
	Iteration 46Q: 3 clusters Score -9009024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 47916 members 
Entering Unmasked Estep 
Score: -9009012.000000 Penalty: 5350.642090
	Iteration 47Q: 3 clusters Score -9009012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 47916 members 
Entering Unmasked Estep 
Score: -9009012.000000 Penalty: 5350.642090
	Iteration 48F: 3 clusters Score -9009012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Entering Unmasked Estep 
Score: -434790.406250 Penalty: 1928.996460
	Iteration 0F: 2 clusters Score -434790.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -431842.187500 Penalty: 3857.992920
	Iteration 0F: 3 clusters Score -431842.2 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -432421.281250 Penalty: 3857.992920
	Iteration 1F: 3 clusters Score -432421.3 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -432605.437500 Penalty: 3857.992920
	Iteration 2F: 3 clusters Score -432605.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -432731.718750 Penalty: 3857.992920
	Iteration 3F: 3 clusters Score -432731.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -432837.937500 Penalty: 3857.992920
	Iteration 4Q: 3 clusters Score -432837.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -432910.187500 Penalty: 3857.992920
	Iteration 5Q: 3 clusters Score -432910.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -432964.437500 Penalty: 3857.992920
	Iteration 6Q: 3 clusters Score -432964.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -433013.500000 Penalty: 3857.992920
	Iteration 7Q: 3 clusters Score -433013.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -433050.875000 Penalty: 3857.992920
	Iteration 8Q: 3 clusters Score -433050.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -433079.343750 Penalty: 3857.992920
	Iteration 9Q: 3 clusters Score -433079.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -433104.593750 Penalty: 3857.992920
	Iteration 10Q: 3 clusters Score -433104.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -433123.937500 Penalty: 3857.992920
	Iteration 11Q: 3 clusters Score -433123.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -433140.031250 Penalty: 3857.992920
	Iteration 12Q: 3 clusters Score -433140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -433149.937500 Penalty: 3857.992920
	Iteration 13Q: 3 clusters Score -433149.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -433159.218750 Penalty: 3857.992920
	Iteration 14Q: 3 clusters Score -433159.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -433171.593750 Penalty: 3857.992920
	Iteration 15Q: 3 clusters Score -433171.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -433182.218750 Penalty: 3857.992920
	Iteration 16Q: 3 clusters Score -433182.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -433188.562500 Penalty: 3857.992920
	Iteration 17Q: 3 clusters Score -433188.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -433195.531250 Penalty: 3857.992920
	Iteration 18Q: 3 clusters Score -433195.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -433203.250000 Penalty: 3857.992920
	Iteration 19Q: 3 clusters Score -433203.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -433211.937500 Penalty: 3857.992920
	Iteration 20F: 3 clusters Score -433211.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -433219.531250 Penalty: 3857.992920
	Iteration 21Q: 3 clusters Score -433219.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -433227.000000 Penalty: 3857.992920
	Iteration 22Q: 3 clusters Score -433227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -433235.937500 Penalty: 3857.992920
	Iteration 23Q: 3 clusters Score -433235.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -433242.062500 Penalty: 3857.992920
	Iteration 24Q: 3 clusters Score -433242.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -433243.437500 Penalty: 3857.992920
	Iteration 25Q: 3 clusters Score -433243.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -433246.562500 Penalty: 3857.992920
	Iteration 26Q: 3 clusters Score -433246.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -433248.656250 Penalty: 3857.992920
	Iteration 27Q: 3 clusters Score -433248.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -433249.812500 Penalty: 3857.992920
	Iteration 28Q: 3 clusters Score -433249.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -433249.812500 Penalty: 3857.992920
	Iteration 29F: 3 clusters Score -433249.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49783 members 
Mstep: Class 2 contains 50074 members 
Mstep: Class 3 contains 5514 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44252 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46136 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 44706 members 
Mstep: Class 13 contains 2325 members 
Mstep: Class 14 contains 52950 members 
Mstep: Class 15 contains 1214 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44592 members 
Mstep: Class 18 contains 46329 members 
Mstep: Class 19 contains 26396 members 
Mstep: Class 20 contains 47998 members 
Mstep: Class 21 contains 49309 members 
Mstep: Class 22 contains 51369 members 
Mstep: Class 23 contains 48416 members 
Mstep: Class 24 contains 2388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111197120.000000 Penalty: 76057.484375
Iteration 199Q: 24 clusters Score -1.111971e+08 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49795 members 
Mstep: Class 2 contains 50042 members 
Mstep: Class 3 contains 5525 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44245 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46145 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 44724 members 
Mstep: Class 13 contains 2325 members 
Mstep: Class 14 contains 52972 members 
Mstep: Class 15 contains 1204 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 44601 members 
Mstep: Class 18 contains 46305 members 
Mstep: Class 19 contains 26367 members 
Mstep: Class 20 contains 47981 members 
Mstep: Class 21 contains 49315 members 
Mstep: Class 22 contains 51379 members 
Mstep: Class 23 contains 48434 members 
Mstep: Class 24 contains 2391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111196792.000000 Penalty: 76057.484375
Iteration 200F: 24 clusters Score -1.111968e+08 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49820 members 
Mstep: Class 2 contains 50007 members 
Mstep: Class 3 contains 5527 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44247 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46141 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 44749 members 
Mstep: Class 13 contains 2324 members 
Mstep: Class 14 contains 52977 members 
Mstep: Class 15 contains 1197 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 44616 members 
Mstep: Class 18 contains 46297 members 
Mstep: Class 19 contains 26351 members 
Mstep: Class 20 contains 47979 members 
Mstep: Class 21 contains 49313 members 
Mstep: Class 22 contains 51389 members 
Mstep: Class 23 contains 48436 members 
Mstep: Class 24 contains 2380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111196784.000000 Penalty: 76057.484375
Iteration 201Q: 24 clusters Score -1.111968e+08 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49816 members 
Mstep: Class 2 contains 49947 members 
Mstep: Class 3 contains 5533 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44250 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46124 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 44781 members 
Mstep: Class 13 contains 2322 members 
Mstep: Class 14 contains 52989 members 
Mstep: Class 15 contains 1187 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 44636 members 
Mstep: Class 18 contains 46303 members 
Mstep: Class 19 contains 26330 members 
Mstep: Class 20 contains 48010 members 
Mstep: Class 21 contains 49312 members 
Mstep: Class 22 contains 51411 members 
Mstep: Class 23 contains 48414 members 
Mstep: Class 24 contains 2385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111196904.000000 Penalty: 76057.484375
Iteration 202Q: 24 clusters Score -1.111969e+08 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49807 members 
Mstep: Class 2 contains 49920 members 
Mstep: Class 3 contains 5541 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44256 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46122 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 44810 members 
Mstep: Class 13 contains 2322 members 
Mstep: Class 14 contains 52999 members 
Mstep: Class 15 contains 1180 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 44652 members 
Mstep: Class 18 contains 46301 members 
Mstep: Class 19 contains 26321 members 
Mstep: Class 20 contains 47982 members 
Mstep: Class 21 contains 49322 members 
Mstep: Class 22 contains 51391 members 
Mstep: Class 23 contains 48441 members 
Mstep: Class 24 contains 2383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111196944.000000 Penalty: 76057.484375
Iteration 203Q: 24 clusters Score -1.111969e+08 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49794 members 
Mstep: Class 2 contains 49909 members 
Mstep: Class 3 contains 5548 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44273 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46117 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 44834 members 
Mstep: Class 13 contains 2322 members 
Mstep: Class 14 contains 53008 members 
Mstep: Class 15 contains 1169 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 44656 members 
Mstep: Class 18 contains 46296 members 
Mstep: Class 19 contains 26312 members 
Mstep: Class 20 contains 47961 members 
Mstep: Class 21 contains 49319 members 
Mstep: Class 22 contains 51401 members 
Mstep: Class 23 contains 48460 members 
Mstep: Class 24 contains 2371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111196904.000000 Penalty: 76057.484375
Iteration 204Q: 24 clusters Score -1.111969e+08 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49766 members 
Mstep: Class 2 contains 49904 members 
Mstep: Class 3 contains 5558 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44292 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46121 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 44873 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 53011 members 
Mstep: Class 15 contains 1158 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 44666 members 
Mstep: Class 18 contains 46286 members 
Mstep: Class 19 contains 26301 members 
Mstep: Class 20 contains 47941 members 
Mstep: Class 21 contains 49323 members 
Mstep: Class 22 contains 51391 members 
Mstep: Class 23 contains 48481 members 
Mstep: Class 24 contains 2357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111196864.000000 Penalty: 76057.484375
Iteration 205Q: 24 clusters Score -1.111969e+08 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49732 members 
Mstep: Class 2 contains 49891 members 
Mstep: Class 3 contains 5561 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44306 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46141 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 44931 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 53001 members 
Mstep: Class 15 contains 1149 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 44696 members 
Mstep: Class 18 contains 46277 members 
Mstep: Class 19 contains 26278 members 
Mstep: Class 20 contains 47906 members 
Mstep: Class 21 contains 49328 members 
Mstep: Class 22 contains 51380 members 
Mstep: Class 23 contains 48512 members 
Mstep: Class 24 contains 2340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111196848.000000 Penalty: 76057.484375
Iteration 206Q: 24 clusters Score -1.111968e+08 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49677 members 
Mstep: Class 2 contains 49891 members 
Mstep: Class 3 contains 5570 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44309 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46154 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 44987 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 52984 members 
Mstep: Class 15 contains 1142 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44721 members 
Mstep: Class 18 contains 46283 members 
Mstep: Class 19 contains 26260 members 
Mstep: Class 20 contains 47893 members 
Mstep: Class 21 contains 49334 members 
Mstep: Class 22 contains 51367 members 
Mstep: Class 23 contains 48537 members 
Mstep: Class 24 contains 2321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111196952.000000 Penalty: 76057.484375
Iteration 207Q: 24 clusters Score -1.11197e+08 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49659 members 
Mstep: Class 2 contains 49902 members 
Mstep: Class 3 contains 5574 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44320 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46173 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 44975 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 52969 members 
Mstep: Class 15 contains 1129 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44733 members 
Mstep: Class 18 contains 46294 members 
Mstep: Class 19 contains 26247 members 
Mstep: Class 20 contains 47876 members 
Mstep: Class 21 contains 49324 members 
Mstep: Class 22 contains 51386 members 
Mstep: Class 23 contains 48562 members 
Mstep: Class 24 contains 2307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111197112.000000 Penalty: 76057.484375
Iteration 208Q: 24 clusters Score -1.111971e+08 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49641 members 
Mstep: Class 2 contains 49907 members 
Mstep: Class 3 contains 5579 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44347 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46183 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 44983 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 52938 members 
Mstep: Class 15 contains 1116 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44743 members 
Mstep: Class 18 contains 46284 members 
Mstep: Class 19 contains 26232 members 
Mstep: Class 20 contains 47892 members 
Mstep: Class 21 contains 49342 members 
Mstep: Class 22 contains 51394 members 
Mstep: Class 23 contains 48563 members 
Mstep: Class 24 contains 2286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111197104.000000 Penalty: 76057.484375
Iteration 209Q: 24 clusters Score -1.111971e+08 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49679 members 
Mstep: Class 2 contains 49906 members 
Mstep: Class 3 contains 5583 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44359 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46171 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 44982 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 52950 members 
Mstep: Class 15 contains 1107 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44743 members 
Mstep: Class 18 contains 46266 members 
Mstep: Class 19 contains 26217 members 
Mstep: Class 20 contains 47889 members 
Mstep: Class 21 contains 49358 members 
Mstep: Class 22 contains 51379 members 
Mstep: Class 23 contains 48568 members 
Mstep: Class 24 contains 2273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111197384.000000 Penalty: 76057.484375
Iteration 210Q: 24 clusters Score -1.111974e+08 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49741 members 
Mstep: Class 2 contains 49917 members 
Mstep: Class 3 contains 5586 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44377 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46171 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 44993 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 52940 members 
Mstep: Class 15 contains 1101 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44737 members 
Mstep: Class 18 contains 46271 members 
Mstep: Class 19 contains 26205 members 
Mstep: Class 20 contains 47864 members 
Mstep: Class 21 contains 49367 members 
Mstep: Class 22 contains 51362 members 
Mstep: Class 23 contains 48541 members 
Mstep: Class 24 contains 2257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111197160.000000 Penalty: 76057.484375
Iteration 211Q: 24 clusters Score -1.111972e+08 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49787 members 
Mstep: Class 2 contains 49919 members 
Mstep: Class 3 contains 5595 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44381 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46163 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 44991 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 52943 members 
Mstep: Class 15 contains 1094 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44741 members 
Mstep: Class 18 contains 46273 members 
Mstep: Class 19 contains 26192 members 
Mstep: Class 20 contains 47856 members 
Mstep: Class 21 contains 49358 members 
Mstep: Class 22 contains 51355 members 
Mstep: Class 23 contains 48534 members 
Mstep: Class 24 contains 2248 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 212Q: 24 clusters Score -1.111972e+08 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49834 members 
Mstep: Class 2 contains 49919 members 
Mstep: Class 3 contains 5604 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44373 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46164 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 44978 members 
Mstep: Class 13 contains 2321 members 
Mstep: Class 14 contains 52927 members 
Mstep: Class 15 contains 1087 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44745 members 
Mstep: Class 18 contains 46301 members 
Mstep: Class 19 contains 26181 members 
Mstep: Class 20 contains 47833 members 
Mstep: Class 21 contains 49351 members 
Mstep: Class 22 contains 51366 members 
Mstep: Class 23 contains 48525 members 
Mstep: Class 24 contains 2242 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 213Q: 24 clusters Score -1.111972e+08 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49880 members 
Mstep: Class 2 contains 49913 members 
Mstep: Class 3 contains 5620 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44356 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46170 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44960 members 
Mstep: Class 13 contains 2319 members 
Mstep: Class 14 contains 52927 members 
Mstep: Class 15 contains 1085 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44735 members 
Mstep: Class 18 contains 46302 members 
Mstep: Class 19 contains 26176 members 
Mstep: Class 20 contains 47808 members 
Mstep: Class 21 contains 49337 members 
Mstep: Class 22 contains 51394 members 
Mstep: Class 23 contains 48536 members 
Mstep: Class 24 contains 2232 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 214Q: 24 clusters Score -1.11197e+08 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49902 members 
Mstep: Class 2 contains 49901 members 
Mstep: Class 3 contains 5640 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44346 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46176 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44985 members 
Mstep: Class 13 contains 2320 members 
Mstep: Class 14 contains 52936 members 
Mstep: Class 15 contains 1081 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44744 members 
Mstep: Class 18 contains 46305 members 
Mstep: Class 19 contains 26168 members 
Mstep: Class 20 contains 47769 members 
Mstep: Class 21 contains 49325 members 
Mstep: Class 22 contains 51373 members 
Mstep: Class 23 contains 48560 members 
Mstep: Class 24 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 215Q: 24 clusters Score -1.111971e+08 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49919 members 
Mstep: Class 2 contains 49878 members 
Mstep: Class 3 contains 5666 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44347 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46172 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44996 members 
Mstep: Class 13 contains 2320 members 
Mstep: Class 14 contains 52932 members 
Mstep: Class 15 contains 1078 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 44747 members 
Mstep: Class 18 contains 46313 members 
Mstep: Class 19 contains 26162 members 
Mstep: Class 20 contains 47744 members 
Mstep: Class 21 contains 49311 members 
Mstep: Class 22 contains 51376 members 
Mstep: Class 23 contains 48579 members 
Mstep: Class 24 contains 2209 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 216Q: 24 clusters Score -1.11197e+08 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49913 members 
Mstep: Class 2 contains 49878 members 
Mstep: Class 3 contains 5684 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44337 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46189 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44976 members 
Mstep: Class 13 contains 2320 members 
Mstep: Class 14 contains 52932 members 
Mstep: Class 15 contains 1075 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 44756 members 
Mstep: Class 18 contains 46339 members 
Mstep: Class 19 contains 26146 members 
Mstep: Class 20 contains 47748 members 
Mstep: Class 21 contains 49293 members 
Mstep: Class 22 contains 51357 members 
Mstep: Class 23 contains 48607 members 
Mstep: Class 24 contains 2199 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 217Q: 24 clusters Score -1.11197e+08 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49933 members 
Mstep: Class 2 contains 49889 members 
Mstep: Class 3 contains 5696 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44331 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46214 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44955 members 
Mstep: Class 13 contains 2320 members 
Mstep: Class 14 contains 52950 members 
Mstep: Class 15 contains 1072 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 44765 members 
Mstep: Class 18 contains 46348 members 
Mstep: Class 19 contains 26124 members 
Mstep: Class 20 contains 47753 members 
Mstep: Class 21 contains 49273 members 
Mstep: Class 22 contains 51339 members 
Mstep: Class 23 contains 48603 members 
Mstep: Class 24 contains 2183 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 218Q: 24 clusters Score -1.11197e+08 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49970 members 
Mstep: Class 2 contains 49897 members 
Mstep: Class 3 contains 5709 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44318 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46211 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44957 members 
Mstep: Class 13 contains 2319 members 
Mstep: Class 14 contains 52938 members 
Mstep: Class 15 contains 1071 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 44787 members 
Mstep: Class 18 contains 46349 members 
Mstep: Class 19 contains 26130 members 
Mstep: Class 20 contains 47751 members 
Mstep: Class 21 contains 49251 members 
Mstep: Class 22 contains 51336 members 
Mstep: Class 23 contains 48599 members 
Mstep: Class 24 contains 2155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111197024.000000 Penalty: 76057.484375
Iteration 219Q: 24 clusters Score -1.11197e+08 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49966 members 
Mstep: Class 2 contains 49906 members 
Mstep: Class 3 contains 5726 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44292 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46223 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44982 members 
Mstep: Class 13 contains 2319 members 
Mstep: Class 14 contains 52938 members 
Mstep: Class 15 contains 1070 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 44793 members 
Mstep: Class 18 contains 46337 members 
Mstep: Class 19 contains 26118 members 
Mstep: Class 20 contains 47745 members 
Mstep: Class 21 contains 49261 members 
Mstep: Class 22 contains 51317 members 
Mstep: Class 23 contains 48632 members 
Mstep: Class 24 contains 2123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111197136.000000 Penalty: 76057.484375
Iteration 220F: 24 clusters Score -1.111971e+08 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49971 members 
Mstep: Class 2 contains 49912 members 
Mstep: Class 3 contains 5737 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44283 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46245 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 45000 members 
Mstep: Class 13 contains 2319 members 
Mstep: Class 14 contains 52917 members 
Mstep: Class 15 contains 1053 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 44796 members 
Mstep: Class 18 contains 46327 members 
Mstep: Class 19 contains 26105 members 
Mstep: Class 20 contains 47741 members 
Mstep: Class 21 contains 49243 members 
Mstep: Class 22 contains 51330 members 
Mstep: Class 23 contains 48648 members 
Mstep: Class 24 contains 2121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111197208.000000 Penalty: 76057.484375
Iteration 221Q: 24 clusters Score -1.111972e+08 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49985 members 
Mstep: Class 2 contains 49934 members 
Mstep: Class 3 contains 5745 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44285 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46250 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44984 members 
Mstep: Class 13 contains 2319 members 
Mstep: Class 14 contains 52896 members 
Mstep: Class 15 contains 1040 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 44805 members 
Mstep: Class 18 contains 46321 members 
Mstep: Class 19 contains 26092 members 
Mstep: Class 20 contains 47727 members 
Mstep: Class 21 contains 49240 members 
Mstep: Class 22 contains 51336 members 
Mstep: Class 23 contains 48683 members 
Mstep: Class 24 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111197224.000000 Penalty: 76057.484375
Iteration 222Q: 24 clusters Score -1.111972e+08 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50014 members 
Mstep: Class 2 contains 49945 members 
Mstep: Class 3 contains 5751 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44284 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46247 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44975 members 
Mstep: Class 13 contains 2318 members 
Mstep: Class 14 contains 52896 members 
Mstep: Class 15 contains 1030 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 44810 members 
Mstep: Class 18 contains 46338 members 
Mstep: Class 19 contains 26070 members 
Mstep: Class 20 contains 47725 members 
Mstep: Class 21 contains 49222 members 
Mstep: Class 22 contains 51332 members 
Mstep: Class 23 contains 48699 members 
Mstep: Class 24 contains 2092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111197200.000000 Penalty: 76057.484375
Iteration 223Q: 24 clusters Score -1.111972e+08 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50031 members 
Mstep: Class 2 contains 49958 members 
Mstep: Class 3 contains 5763 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44284 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46259 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44969 members 
Mstep: Class 13 contains 2317 members 
Mstep: Class 14 contains 52881 members 
Mstep: Class 15 contains 1020 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 44816 members 
Mstep: Class 18 contains 46350 members 
Mstep: Class 19 contains 26047 members 
Mstep: Class 20 contains 47707 members 
Mstep: Class 21 contains 49203 members 
Mstep: Class 22 contains 51356 members 
Mstep: Class 23 contains 48714 members 
Mstep: Class 24 contains 2073 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 224Q: 24 clusters Score -1.111974e+08 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50073 members 
Mstep: Class 2 contains 49950 members 
Mstep: Class 3 contains 5775 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44295 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46259 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44970 members 
Mstep: Class 13 contains 2316 members 
Mstep: Class 14 contains 52872 members 
Mstep: Class 15 contains 1007 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 44830 members 
Mstep: Class 18 contains 46358 members 
Mstep: Class 19 contains 26021 members 
Mstep: Class 20 contains 47693 members 
Mstep: Class 21 contains 49151 members 
Mstep: Class 22 contains 51392 members 
Mstep: Class 23 contains 48727 members 
Mstep: Class 24 contains 2059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111197312.000000 Penalty: 76057.484375
Iteration 225Q: 24 clusters Score -1.111973e+08 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50111 members 
Mstep: Class 2 contains 49958 members 
Mstep: Class 3 contains 5791 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44285 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46243 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44974 members 
Mstep: Class 13 contains 2317 members 
Mstep: Class 14 contains 52855 members 
Mstep: Class 15 contains 996 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 44842 members 
Mstep: Class 18 contains 46354 members 
Mstep: Class 19 contains 26011 members 
Mstep: Class 20 contains 47677 members 
Mstep: Class 21 contains 49096 members 
Mstep: Class 22 contains 51440 members 
Mstep: Class 23 contains 48758 members 
Mstep: Class 24 contains 2040 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 226Q: 24 clusters Score -1.111972e+08 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50113 members 
Mstep: Class 2 contains 49966 members 
Mstep: Class 3 contains 5818 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44277 members 
Mstep: Class 6 contains 886 members 
Mstep: Class 7 contains 46226 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44976 members 
Mstep: Class 13 contains 2318 members 
Mstep: Class 14 contains 52837 members 
Mstep: Class 15 contains 991 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 44847 members 
Mstep: Class 18 contains 46355 members 
Mstep: Class 19 contains 25987 members 
Mstep: Class 20 contains 47652 members 
Mstep: Class 21 contains 49097 members 
Mstep: Class 22 contains 51469 members 
Mstep: Class 23 contains 48795 members 
Mstep: Class 24 contains 2024 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 227Q: 24 clusters Score -1.111974e+08 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50097 members 
Mstep: Class 2 contains 49976 members 
Mstep: Class 3 contains 5837 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44274 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 46207 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44995 members 
Mstep: Class 13 contains 2317 members 
Mstep: Class 14 contains 52824 members 
Mstep: Class 15 contains 988 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 44862 members 
Mstep: Class 18 contains 46353 members 
Mstep: Class 19 contains 25959 members 
Mstep: Class 20 contains 47632 members 
Mstep: Class 21 contains 49083 members 
Mstep: Class 22 contains 51498 members 
Mstep: Class 23 contains 48840 members 
Mstep: Class 24 contains 2007 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 228Q: 24 clusters Score -1.111976e+08 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50067 members 
Mstep: Class 2 contains 49979 members 
Mstep: Class 3 contains 5852 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44275 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 46205 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 45002 members 
Mstep: Class 13 contains 2315 members 
Mstep: Class 14 contains 52820 members 
Mstep: Class 15 contains 986 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 44876 members 
Mstep: Class 18 contains 46355 members 
Mstep: Class 19 contains 25939 members 
Mstep: Class 20 contains 47646 members 
Mstep: Class 21 contains 49068 members 
Mstep: Class 22 contains 51506 members 
Mstep: Class 23 contains 48866 members 
Mstep: Class 24 contains 1992 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 229Q: 24 clusters Score -1.111976e+08 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50068 members 
Mstep: Class 2 contains 50013 members 
Mstep: Class 3 contains 5871 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44264 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 46210 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 1000 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45022 members 
Mstep: Class 13 contains 2312 members 
Mstep: Class 14 contains 52839 members 
Mstep: Class 15 contains 986 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 44875 members 
Mstep: Class 18 contains 46358 members 
Mstep: Class 19 contains 25919 members 
Mstep: Class 20 contains 47648 members 
Mstep: Class 21 contains 49024 members 
Mstep: Class 22 contains 51486 members 
Mstep: Class 23 contains 48869 members 
Mstep: Class 24 contains 1985 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 230Q: 24 clusters Score -1.111977e+08 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50077 members 
Mstep: Class 2 contains 50040 members 
Mstep: Class 3 contains 5885 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44250 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 46234 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45025 members 
Mstep: Class 13 contains 2310 members 
Mstep: Class 14 contains 52843 members 
Mstep: Class 15 contains 988 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 44878 members 
Mstep: Class 18 contains 46366 members 
Mstep: Class 19 contains 25901 members 
Mstep: Class 20 contains 47663 members 
Mstep: Class 21 contains 48983 members 
Mstep: Class 22 contains 51493 members 
Mstep: Class 23 contains 48853 members 
Mstep: Class 24 contains 1963 members 
Entering Unmasked Estep 
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Iteration 231Q: 24 clusters Score -1.111979e+08 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50084 members 
Mstep: Class 2 contains 50077 members 
Mstep: Class 3 contains 5907 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44240 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 46255 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45029 members 
Mstep: Class 13 contains 2309 members 
Mstep: Class 14 contains 52860 members 
Mstep: Class 15 contains 987 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 44866 members 
Mstep: Class 18 contains 46357 members 
Mstep: Class 19 contains 25880 members 
Mstep: Class 20 contains 47663 members 
Mstep: Class 21 contains 48931 members 
Mstep: Class 22 contains 51489 members 
Mstep: Class 23 contains 48874 members 
Mstep: Class 24 contains 1944 members 
Entering Unmasked Estep 
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Iteration 232Q: 24 clusters Score -1.111978e+08 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50078 members 
Mstep: Class 2 contains 50131 members 
Mstep: Class 3 contains 5935 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44228 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 46268 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45050 members 
Mstep: Class 13 contains 2309 members 
Mstep: Class 14 contains 52859 members 
Mstep: Class 15 contains 987 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 44875 members 
Mstep: Class 18 contains 46346 members 
Mstep: Class 19 contains 25855 members 
Mstep: Class 20 contains 47650 members 
Mstep: Class 21 contains 48899 members 
Mstep: Class 22 contains 51472 members 
Mstep: Class 23 contains 48887 members 
Mstep: Class 24 contains 1924 members 
Entering Unmasked Estep 
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Iteration 233Q: 24 clusters Score -1.111979e+08 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50075 members 
Mstep: Class 2 contains 50173 members 
Mstep: Class 3 contains 5962 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44258 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 46279 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45074 members 
Mstep: Class 13 contains 2308 members 
Mstep: Class 14 contains 52847 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 44886 members 
Mstep: Class 18 contains 46343 members 
Mstep: Class 19 contains 25845 members 
Mstep: Class 20 contains 47609 members 
Mstep: Class 21 contains 48862 members 
Mstep: Class 22 contains 51435 members 
Mstep: Class 23 contains 48897 members 
Mstep: Class 24 contains 1915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111197936.000000 Penalty: 76057.484375
Iteration 234Q: 24 clusters Score -1.111979e+08 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 50199 members 
Mstep: Class 3 contains 5986 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44270 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 46279 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45094 members 
Mstep: Class 13 contains 2308 members 
Mstep: Class 14 contains 52820 members 
Mstep: Class 15 contains 983 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 44889 members 
Mstep: Class 18 contains 46346 members 
Mstep: Class 19 contains 25831 members 
Mstep: Class 20 contains 47584 members 
Mstep: Class 21 contains 48835 members 
Mstep: Class 22 contains 51449 members 
Mstep: Class 23 contains 48900 members 
Mstep: Class 24 contains 1910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111197880.000000 Penalty: 76057.484375
Iteration 235Q: 24 clusters Score -1.111979e+08 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50064 members 
Mstep: Class 2 contains 50215 members 
Mstep: Class 3 contains 6009 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44275 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 46305 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45107 members 
Mstep: Class 13 contains 2307 members 
Mstep: Class 14 contains 52783 members 
Mstep: Class 15 contains 984 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 44890 members 
Mstep: Class 18 contains 46354 members 
Mstep: Class 19 contains 25818 members 
Mstep: Class 20 contains 47540 members 
Mstep: Class 21 contains 48805 members 
Mstep: Class 22 contains 51478 members 
Mstep: Class 23 contains 48917 members 
Mstep: Class 24 contains 1903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111197912.000000 Penalty: 76057.484375
Iteration 236Q: 24 clusters Score -1.111979e+08 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50042 members 
Mstep: Class 2 contains 50243 members 
Mstep: Class 3 contains 6024 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44280 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 46309 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45148 members 
Mstep: Class 13 contains 2307 members 
Mstep: Class 14 contains 52747 members 
Mstep: Class 15 contains 984 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 44896 members 
Mstep: Class 18 contains 46355 members 
Mstep: Class 19 contains 25800 members 
Mstep: Class 20 contains 47529 members 
Mstep: Class 21 contains 48763 members 
Mstep: Class 22 contains 51497 members 
Mstep: Class 23 contains 48941 members 
Mstep: Class 24 contains 1889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198144.000000 Penalty: 76057.484375
Iteration 237Q: 24 clusters Score -1.111981e+08 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50073 members 
Mstep: Class 2 contains 50268 members 
Mstep: Class 3 contains 6034 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44272 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 46321 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45175 members 
Mstep: Class 13 contains 2307 members 
Mstep: Class 14 contains 52730 members 
Mstep: Class 15 contains 984 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 44902 members 
Mstep: Class 18 contains 46343 members 
Mstep: Class 19 contains 25783 members 
Mstep: Class 20 contains 47524 members 
Mstep: Class 21 contains 48741 members 
Mstep: Class 22 contains 51479 members 
Mstep: Class 23 contains 48941 members 
Mstep: Class 24 contains 1877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198072.000000 Penalty: 76057.484375
Iteration 238Q: 24 clusters Score -1.111981e+08 nChanged 1142
Entering ConstructFrom: 
Score: -111198072.000000 Penalty: 76057.484375
Entering ConstructFrom: 
Trying to split cluster 1 (50124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50124 members 
Entering Unmasked Estep 
Score: -9237568.000000 Penalty: 2683.919189
	Iteration 0F: 2 clusters Score -9237568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24888 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -9206693.000000 Penalty: 5367.838379
	Iteration 0F: 3 clusters Score -9206693 nChanged 23075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -9219541.000000 Penalty: 5367.838379
	Iteration 1F: 3 clusters Score -9219541 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -9220271.000000 Penalty: 5367.838379
	Iteration 2Q: 3 clusters Score -9220271 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -9221019.000000 Penalty: 5367.838379
	Iteration 3Q: 3 clusters Score -9221019 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -9221695.000000 Penalty: 5367.838379
	Iteration 4Q: 3 clusters Score -9221695 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22338 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -9222435.000000 Penalty: 5367.838379
	Iteration 5Q: 3 clusters Score -9222435 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -9223309.000000 Penalty: 5367.838379
	Iteration 6Q: 3 clusters Score -9223309 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 30495 members 
Entering Unmasked Estep 
Score: -9224512.000000 Penalty: 5367.838379
	Iteration 7Q: 3 clusters Score -9224512 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -9225897.000000 Penalty: 5367.838379
	Iteration 8Q: 3 clusters Score -9225897 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -9227655.000000 Penalty: 5367.838379
	Iteration 9F: 3 clusters Score -9227655 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 37654 members 
Entering Unmasked Estep 
Score: -9229600.000000 Penalty: 5367.838379
	Iteration 10F: 3 clusters Score -9229600 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -9231660.000000 Penalty: 5367.838379
	Iteration 11F: 3 clusters Score -9231660 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 42866 members 
Entering Unmasked Estep 
Score: -9233310.000000 Penalty: 5367.838379
	Iteration 12Q: 3 clusters Score -9233310 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -9234363.000000 Penalty: 5367.838379
	Iteration 13Q: 3 clusters Score -9234363 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 46176 members 
Entering Unmasked Estep 
Score: -9234940.000000 Penalty: 5367.838379
	Iteration 14Q: 3 clusters Score -9234940 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 47098 members 
Entering Unmasked Estep 
Score: -9235202.000000 Penalty: 5367.838379
	Iteration 15Q: 3 clusters Score -9235202 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 47698 members 
Entering Unmasked Estep 
Score: -9235346.000000 Penalty: 5367.838379
	Iteration 16Q: 3 clusters Score -9235346 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 48049 members 
Entering Unmasked Estep 
Score: -9235431.000000 Penalty: 5367.838379
	Iteration 17Q: 3 clusters Score -9235431 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 48313 members 
Entering Unmasked Estep 
Score: -9235464.000000 Penalty: 5367.838379
	Iteration 18Q: 3 clusters Score -9235464 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 48505 members 
Entering Unmasked Estep 
Score: -9235503.000000 Penalty: 5367.838379
	Iteration 19Q: 3 clusters Score -9235503 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 48660 members 
Entering Unmasked Estep 
Score: -9235540.000000 Penalty: 5367.838379
	Iteration 20F: 3 clusters Score -9235540 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 48762 members 
Entering Unmasked Estep 
Score: -9235561.000000 Penalty: 5367.838379
	Iteration 21Q: 3 clusters Score -9235561 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 48833 members 
Entering Unmasked Estep 
Score: -9235578.000000 Penalty: 5367.838379
	Iteration 22Q: 3 clusters Score -9235578 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 48892 members 
Entering Unmasked Estep 
Score: -9235589.000000 Penalty: 5367.838379
	Iteration 23Q: 3 clusters Score -9235589 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 48938 members 
Entering Unmasked Estep 
Score: -9235616.000000 Penalty: 5367.838379
	Iteration 24Q: 3 clusters Score -9235616 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 48976 members 
Entering Unmasked Estep 
Score: -9235631.000000 Penalty: 5367.838379
	Iteration 25Q: 3 clusters Score -9235631 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 48998 members 
Entering Unmasked Estep 
Score: -9235634.000000 Penalty: 5367.838379
	Iteration 26Q: 3 clusters Score -9235634 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 49026 members 
Entering Unmasked Estep 
Score: -9235649.000000 Penalty: 5367.838379
	Iteration 27Q: 3 clusters Score -9235649 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 49049 members 
Entering Unmasked Estep 
Score: -9235669.000000 Penalty: 5367.838379
	Iteration 28Q: 3 clusters Score -9235669 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 49062 members 
Entering Unmasked Estep 
Score: -9235673.000000 Penalty: 5367.838379
	Iteration 29Q: 3 clusters Score -9235673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 49077 members 
Entering Unmasked Estep 
Score: -9235685.000000 Penalty: 5367.838379
	Iteration 30Q: 3 clusters Score -9235685 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 49091 members 
Entering Unmasked Estep 
Score: -9235687.000000 Penalty: 5367.838379
	Iteration 31Q: 3 clusters Score -9235687 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 49106 members 
Entering Unmasked Estep 
Score: -9235695.000000 Penalty: 5367.838379
	Iteration 32Q: 3 clusters Score -9235695 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 49123 members 
Entering Unmasked Estep 
Score: -9235699.000000 Penalty: 5367.838379
	Iteration 33Q: 3 clusters Score -9235699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 49137 members 
Entering Unmasked Estep 
Score: -9235694.000000 Penalty: 5367.838379
	Iteration 34Q: 3 clusters Score -9235694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 49143 members 
Entering Unmasked Estep 
Score: -9235696.000000 Penalty: 5367.838379
	Iteration 35Q: 3 clusters Score -9235696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 49148 members 
Entering Unmasked Estep 
Score: -9235698.000000 Penalty: 5367.838379
	Iteration 36Q: 3 clusters Score -9235698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 49154 members 
Entering Unmasked Estep 
Score: -9235706.000000 Penalty: 5367.838379
	Iteration 37Q: 3 clusters Score -9235706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 49165 members 
Entering Unmasked Estep 
Score: -9235708.000000 Penalty: 5367.838379
	Iteration 38Q: 3 clusters Score -9235708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 49169 members 
Entering Unmasked Estep 
Score: -9235713.000000 Penalty: 5367.838379
	Iteration 39Q: 3 clusters Score -9235713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 49172 members 
Entering Unmasked Estep 
Score: -9235721.000000 Penalty: 5367.838379
	Iteration 40F: 3 clusters Score -9235721 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 49173 members 
Entering Unmasked Estep 
Score: -9235727.000000 Penalty: 5367.838379
	Iteration 41Q: 3 clusters Score -9235727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 49174 members 
Entering Unmasked Estep 
Score: -9235725.000000 Penalty: 5367.838379
	Iteration 42Q: 3 clusters Score -9235725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 49174 members 
Entering Unmasked Estep 
Score: -9235731.000000 Penalty: 5367.838379
	Iteration 43Q: 3 clusters Score -9235731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 49174 members 
Entering Unmasked Estep 
Score: -9235731.000000 Penalty: 5367.838379
	Iteration 44Q: 3 clusters Score -9235731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 49181 members 
Entering Unmasked Estep 
Score: -9235723.000000 Penalty: 5367.838379
	Iteration 45Q: 3 clusters Score -9235723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 49185 members 
Entering Unmasked Estep 
Score: -9235730.000000 Penalty: 5367.838379
	Iteration 46Q: 3 clusters Score -9235730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 49190 members 
Entering Unmasked Estep 
Score: -9235730.000000 Penalty: 5367.838379
	Iteration 47Q: 3 clusters Score -9235730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 49193 members 
Entering Unmasked Estep 
Score: -9235731.000000 Penalty: 5367.838379
	Iteration 48Q: 3 clusters Score -9235731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 49194 members 
Entering Unmasked Estep 
Score: -9235737.000000 Penalty: 5367.838379
	Iteration 49Q: 3 clusters Score -9235737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 49195 members 
Entering Unmasked Estep 
Score: -9235746.000000 Penalty: 5367.838379
	Iteration 50Q: 3 clusters Score -9235746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 49196 members 
Entering Unmasked Estep 
Score: -9235745.000000 Penalty: 5367.838379
	Iteration 51Q: 3 clusters Score -9235745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 49197 members 
Entering Unmasked Estep 
Score: -9235747.000000 Penalty: 5367.838379
	Iteration 52Q: 3 clusters Score -9235747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 49198 members 
Entering Unmasked Estep 
Score: -9235737.000000 Penalty: 5367.838379
	Iteration 53Q: 3 clusters Score -9235737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 49202 members 
Entering Unmasked Estep 
Score: -9235743.000000 Penalty: 5367.838379
	Iteration 54Q: 3 clusters Score -9235743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 49207 members 
Entering Unmasked Estep 
Score: -9235747.000000 Penalty: 5367.838379
	Iteration 55Q: 3 clusters Score -9235747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 49214 members 
Entering Unmasked Estep 
Score: -9235746.000000 Penalty: 5367.838379
	Iteration 56Q: 3 clusters Score -9235746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 49216 members 
Entering Unmasked Estep 
Score: -9235746.000000 Penalty: 5367.838379
	Iteration 57Q: 3 clusters Score -9235746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 49218 members 
Entering Unmasked Estep 
Score: -9235750.000000 Penalty: 5367.838379
	Iteration 58Q: 3 clusters Score -9235750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 49222 members 
Entering Unmasked Estep 
Score: -9235754.000000 Penalty: 5367.838379
	Iteration 59Q: 3 clusters Score -9235754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 49225 members 
Entering Unmasked Estep 
Score: -9235753.000000 Penalty: 5367.838379
	Iteration 60F: 3 clusters Score -9235753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 49227 members 
Entering Unmasked Estep 
Score: -9235756.000000 Penalty: 5367.838379
	Iteration 61Q: 3 clusters Score -9235756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 49227 members 
Entering Unmasked Estep 
Score: -9235756.000000 Penalty: 5367.838379
	Iteration 62F: 3 clusters Score -9235756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (50279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50279 members 
Entering Unmasked Estep 
Score: -9196175.000000 Penalty: 2684.685059
	Iteration 0F: 2 clusters Score -9196175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 24994 members 
Entering Unmasked Estep 
Score: -9164626.000000 Penalty: 5369.370117
	Iteration 0F: 3 clusters Score -9164626 nChanged 23341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -9177617.000000 Penalty: 5369.370117
	Iteration 1F: 3 clusters Score -9177617 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -9178162.000000 Penalty: 5369.370117
	Iteration 2Q: 3 clusters Score -9178162 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28385 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -9178830.000000 Penalty: 5369.370117
	Iteration 3Q: 3 clusters Score -9178830 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -9179660.000000 Penalty: 5369.370117
	Iteration 4Q: 3 clusters Score -9179660 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -9180859.000000 Penalty: 5369.370117
	Iteration 5Q: 3 clusters Score -9180859 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35309 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -9182806.000000 Penalty: 5369.370117
	Iteration 6F: 3 clusters Score -9182806 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -9185640.000000 Penalty: 5369.370117
	Iteration 7F: 3 clusters Score -9185640 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -9189199.000000 Penalty: 5369.370117
	Iteration 8F: 3 clusters Score -9189199 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46603 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -9191702.000000 Penalty: 5369.370117
	Iteration 9F: 3 clusters Score -9191702 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48780 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -9192918.000000 Penalty: 5369.370117
	Iteration 10Q: 3 clusters Score -9192918 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49664 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -9193424.000000 Penalty: 5369.370117
	Iteration 11Q: 3 clusters Score -9193424 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49940 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9193669.000000 Penalty: 5369.370117
	Iteration 12Q: 3 clusters Score -9193669 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50017 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -9193766.000000 Penalty: 5369.370117
	Iteration 13Q: 3 clusters Score -9193766 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50045 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -9193807.000000 Penalty: 5369.370117
	Iteration 14Q: 3 clusters Score -9193807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50053 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -9193840.000000 Penalty: 5369.370117
	Iteration 15Q: 3 clusters Score -9193840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50055 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -9193849.000000 Penalty: 5369.370117
	Iteration 16Q: 3 clusters Score -9193849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50060 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -9193855.000000 Penalty: 5369.370117
	Iteration 17Q: 3 clusters Score -9193855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50062 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -9193867.000000 Penalty: 5369.370117
	Iteration 18Q: 3 clusters Score -9193867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50062 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -9193867.000000 Penalty: 5369.370117
	Iteration 19F: 3 clusters Score -9193867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Entering Unmasked Estep 
Score: -1106195.500000 Penalty: 2159.906494
	Iteration 0F: 2 clusters Score -1106196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1100989.250000 Penalty: 4319.812988
	Iteration 0F: 3 clusters Score -1100989 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1102290.875000 Penalty: 4319.812988
	Iteration 1F: 3 clusters Score -1102291 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1102489.000000 Penalty: 4319.812988
	Iteration 2F: 3 clusters Score -1102489 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1102616.125000 Penalty: 4319.812988
	Iteration 3Q: 3 clusters Score -1102616 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1102702.625000 Penalty: 4319.812988
	Iteration 4Q: 3 clusters Score -1102703 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -1102763.875000 Penalty: 4319.812988
	Iteration 5Q: 3 clusters Score -1102764 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1102806.500000 Penalty: 4319.812988
	Iteration 6Q: 3 clusters Score -1102806 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1102846.000000 Penalty: 4319.812988
	Iteration 7Q: 3 clusters Score -1102846 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1102874.500000 Penalty: 4319.812988
	Iteration 8Q: 3 clusters Score -1102874 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1102901.500000 Penalty: 4319.812988
	Iteration 9Q: 3 clusters Score -1102902 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1102939.000000 Penalty: 4319.812988
	Iteration 10Q: 3 clusters Score -1102939 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1102976.875000 Penalty: 4319.812988
	Iteration 11Q: 3 clusters Score -1102977 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1103028.375000 Penalty: 4319.812988
	Iteration 12Q: 3 clusters Score -1103028 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1103091.250000 Penalty: 4319.812988
	Iteration 13Q: 3 clusters Score -1103091 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1103158.125000 Penalty: 4319.812988
	Iteration 14Q: 3 clusters Score -1103158 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1103215.125000 Penalty: 4319.812988
	Iteration 15Q: 3 clusters Score -1103215 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -1103256.625000 Penalty: 4319.812988
	Iteration 16Q: 3 clusters Score -1103257 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1103297.250000 Penalty: 4319.812988
	Iteration 17Q: 3 clusters Score -1103297 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1103351.125000 Penalty: 4319.812988
	Iteration 18Q: 3 clusters Score -1103351 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -1103411.750000 Penalty: 4319.812988
	Iteration 19Q: 3 clusters Score -1103412 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1103480.750000 Penalty: 4319.812988
	Iteration 20F: 3 clusters Score -1103481 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1103562.625000 Penalty: 4319.812988
	Iteration 21Q: 3 clusters Score -1103563 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1103667.500000 Penalty: 4319.812988
	Iteration 22Q: 3 clusters Score -1103668 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1103775.750000 Penalty: 4319.812988
	Iteration 23Q: 3 clusters Score -1103776 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1103862.750000 Penalty: 4319.812988
	Iteration 24Q: 3 clusters Score -1103863 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1103957.500000 Penalty: 4319.812988
	Iteration 25Q: 3 clusters Score -1103958 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1104073.625000 Penalty: 4319.812988
	Iteration 26Q: 3 clusters Score -1104074 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1104179.750000 Penalty: 4319.812988
	Iteration 27Q: 3 clusters Score -1104180 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1104257.000000 Penalty: 4319.812988
	Iteration 28Q: 3 clusters Score -1104257 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1104332.125000 Penalty: 4319.812988
	Iteration 29Q: 3 clusters Score -1104332 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1104394.375000 Penalty: 4319.812988
	Iteration 30Q: 3 clusters Score -1104394 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1104452.375000 Penalty: 4319.812988
	Iteration 31Q: 3 clusters Score -1104452 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1104498.500000 Penalty: 4319.812988
	Iteration 32Q: 3 clusters Score -1104498 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1104529.875000 Penalty: 4319.812988
	Iteration 33Q: 3 clusters Score -1104530 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1104546.750000 Penalty: 4319.812988
	Iteration 34Q: 3 clusters Score -1104547 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1104567.125000 Penalty: 4319.812988
	Iteration 35Q: 3 clusters Score -1104567 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1104579.500000 Penalty: 4319.812988
	Iteration 36Q: 3 clusters Score -1104580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1104588.500000 Penalty: 4319.812988
	Iteration 37Q: 3 clusters Score -1104588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1104600.375000 Penalty: 4319.812988
	Iteration 38Q: 3 clusters Score -1104600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1104609.500000 Penalty: 4319.812988
	Iteration 39Q: 3 clusters Score -1104610 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1104614.875000 Penalty: 4319.812988
	Iteration 40F: 3 clusters Score -1104615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1104622.375000 Penalty: 4319.812988
	Iteration 41Q: 3 clusters Score -1104622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1104627.625000 Penalty: 4319.812988
	Iteration 42Q: 3 clusters Score -1104628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1104628.500000 Penalty: 4319.812988
	Iteration 43Q: 3 clusters Score -1104628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1104633.750000 Penalty: 4319.812988
	Iteration 44Q: 3 clusters Score -1104634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1104636.875000 Penalty: 4319.812988
	Iteration 45Q: 3 clusters Score -1104637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1104639.125000 Penalty: 4319.812988
	Iteration 46Q: 3 clusters Score -1104639 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1104642.000000 Penalty: 4319.812988
	Iteration 47Q: 3 clusters Score -1104642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1104642.625000 Penalty: 4319.812988
	Iteration 48Q: 3 clusters Score -1104643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1104643.625000 Penalty: 4319.812988
	Iteration 49Q: 3 clusters Score -1104644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1104643.625000 Penalty: 4319.812988
	Iteration 50F: 3 clusters Score -1104644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -31515.798828 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -31515.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -30333.017578 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -30333.02 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -30700.195312 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -30700.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -30794.302734 Penalty: 2965.527344
	Iteration 2F: 3 clusters Score -30794.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -30851.779297 Penalty: 2965.527344
	Iteration 3Q: 3 clusters Score -30851.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -30876.632812 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -30876.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -30881.025391 Penalty: 2965.527344
	Iteration 5Q: 3 clusters Score -30881.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -30896.302734 Penalty: 2965.527344
	Iteration 6Q: 3 clusters Score -30896.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -30901.714844 Penalty: 2965.527344
	Iteration 7Q: 3 clusters Score -30901.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -30901.714844 Penalty: 2965.527344
	Iteration 8F: 3 clusters Score -30901.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Entering Unmasked Estep 
Score: -8111334.000000 Penalty: 2653.141846
	Iteration 0F: 2 clusters Score -8111334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -8082644.000000 Penalty: 5306.283691
	Iteration 0F: 3 clusters Score -8082644 nChanged 20239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -8093724.500000 Penalty: 5306.283691
	Iteration 1F: 3 clusters Score -8093724 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -8094327.000000 Penalty: 5306.283691
	Iteration 2Q: 3 clusters Score -8094327 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -8094866.500000 Penalty: 5306.283691
	Iteration 3Q: 3 clusters Score -8094866 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 26369 members 
Entering Unmasked Estep 
Score: -8095542.500000 Penalty: 5306.283691
	Iteration 4Q: 3 clusters Score -8095542 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -8096479.500000 Penalty: 5306.283691
	Iteration 5Q: 3 clusters Score -8096480 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -8097915.000000 Penalty: 5306.283691
	Iteration 6F: 3 clusters Score -8097915 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 33382 members 
Entering Unmasked Estep 
Score: -8100226.500000 Penalty: 5306.283691
	Iteration 7F: 3 clusters Score -8100226 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 36678 members 
Entering Unmasked Estep 
Score: -8103143.500000 Penalty: 5306.283691
	Iteration 8F: 3 clusters Score -8103144 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
Score: -8106016.500000 Penalty: 5306.283691
	Iteration 9F: 3 clusters Score -8106016 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -8107815.000000 Penalty: 5306.283691
	Iteration 10Q: 3 clusters Score -8107815 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 42984 members 
Entering Unmasked Estep 
Score: -8108588.500000 Penalty: 5306.283691
	Iteration 11Q: 3 clusters Score -8108588 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
Score: -8108853.500000 Penalty: 5306.283691
	Iteration 12Q: 3 clusters Score -8108854 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -8109037.000000 Penalty: 5306.283691
	Iteration 13Q: 3 clusters Score -8109037 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
Score: -8109115.000000 Penalty: 5306.283691
	Iteration 14Q: 3 clusters Score -8109115 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -8109165.000000 Penalty: 5306.283691
	Iteration 15Q: 3 clusters Score -8109165 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 43893 members 
Entering Unmasked Estep 
Score: -8109192.500000 Penalty: 5306.283691
	Iteration 16Q: 3 clusters Score -8109192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 43900 members 
Entering Unmasked Estep 
Score: -8109199.000000 Penalty: 5306.283691
	Iteration 17Q: 3 clusters Score -8109199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -8109212.500000 Penalty: 5306.283691
	Iteration 18Q: 3 clusters Score -8109212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 43917 members 
Entering Unmasked Estep 
Score: -8109224.500000 Penalty: 5306.283691
	Iteration 19Q: 3 clusters Score -8109224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 43924 members 
Entering Unmasked Estep 
Score: -8109230.000000 Penalty: 5306.283691
	Iteration 20F: 3 clusters Score -8109230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 43924 members 
Entering Unmasked Estep 
Score: -8109253.500000 Penalty: 5306.283691
	Iteration 21Q: 3 clusters Score -8109254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -8109247.500000 Penalty: 5306.283691
	Iteration 22Q: 3 clusters Score -8109248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -8109249.500000 Penalty: 5306.283691
	Iteration 23Q: 3 clusters Score -8109250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -8109256.000000 Penalty: 5306.283691
	Iteration 24Q: 3 clusters Score -8109256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 43919 members 
Entering Unmasked Estep 
Score: -8109261.000000 Penalty: 5306.283691
	Iteration 25Q: 3 clusters Score -8109261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -8109267.000000 Penalty: 5306.283691
	Iteration 26Q: 3 clusters Score -8109267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 43918 members 
Entering Unmasked Estep 
Score: -8109267.000000 Penalty: 5306.283691
	Iteration 27F: 3 clusters Score -8109267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -118001.679688 Penalty: 1682.825806
	Iteration 0F: 2 clusters Score -118001.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -116197.570312 Penalty: 3365.651611
	Iteration 0F: 3 clusters Score -116197.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -116770.320312 Penalty: 3365.651611
	Iteration 1F: 3 clusters Score -116770.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -117356.476562 Penalty: 3365.651611
	Iteration 2F: 3 clusters Score -117356.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -117784.484375 Penalty: 3365.651611
	Iteration 3F: 3 clusters Score -117784.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -117996.843750 Penalty: 3365.651611
	Iteration 4F: 3 clusters Score -117996.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -118170.578125 Penalty: 3365.651611
	Iteration 5Q: 3 clusters Score -118170.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -118285.671875 Penalty: 3365.651611
	Iteration 6Q: 3 clusters Score -118285.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -118374.562500 Penalty: 3365.651611
	Iteration 7Q: 3 clusters Score -118374.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -118424.070312 Penalty: 3365.651611
	Iteration 8Q: 3 clusters Score -118424.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -118471.929688 Penalty: 3365.651611
	Iteration 9Q: 3 clusters Score -118471.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -118518.242188 Penalty: 3365.651611
	Iteration 10Q: 3 clusters Score -118518.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -118573.953125 Penalty: 3365.651611
	Iteration 11Q: 3 clusters Score -118574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -118594.226562 Penalty: 3365.651611
	Iteration 12Q: 3 clusters Score -118594.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -118602.632812 Penalty: 3365.651611
	Iteration 13Q: 3 clusters Score -118602.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -118602.632812 Penalty: 3365.651611
	Iteration 14F: 3 clusters Score -118602.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50124 members 
Mstep: Class 2 contains 50279 members 
Mstep: Class 3 contains 6059 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44274 members 
Mstep: Class 6 contains 405 members 
Mstep: Class 7 contains 46316 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 11 contains 480 members 
Mstep: Class 12 contains 45202 members 
Mstep: Class 13 contains 2306 members 
Mstep: Class 14 contains 52702 members 
Mstep: Class 15 contains 984 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 44902 members 
Mstep: Class 18 contains 46328 members 
Mstep: Class 19 contains 25765 members 
Mstep: Class 20 contains 47513 members 
Mstep: Class 21 contains 48712 members 
Mstep: Class 22 contains 51506 members 
Mstep: Class 23 contains 48920 members 
Mstep: Class 24 contains 1862 members 
Entering Unmasked Estep 
Score: -111197104.000000 Penalty: 79364.328125
Splitting cluster 6 changes total score from -111198072.000000 to -111197104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (46316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Entering Unmasked Estep 
Score: -8467569.000000 Penalty: 2664.323975
	Iteration 0F: 2 clusters Score -8467569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -8437722.000000 Penalty: 5328.647949
	Iteration 0F: 3 clusters Score -8437722 nChanged 21351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -8449496.000000 Penalty: 5328.647949
	Iteration 1F: 3 clusters Score -8449496 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -8449956.000000 Penalty: 5328.647949
	Iteration 2Q: 3 clusters Score -8449956 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -8450423.000000 Penalty: 5328.647949
	Iteration 3Q: 3 clusters Score -8450423 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -8450931.000000 Penalty: 5328.647949
	Iteration 4Q: 3 clusters Score -8450931 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -8451453.000000 Penalty: 5328.647949
	Iteration 5Q: 3 clusters Score -8451453 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 28458 members 
Entering Unmasked Estep 
Score: -8452228.000000 Penalty: 5328.647949
	Iteration 6Q: 3 clusters Score -8452228 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -8453449.000000 Penalty: 5328.647949
	Iteration 7Q: 3 clusters Score -8453449 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -8455453.000000 Penalty: 5328.647949
	Iteration 8F: 3 clusters Score -8455453 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -8458032.000000 Penalty: 5328.647949
	Iteration 9F: 3 clusters Score -8458032 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 40128 members 
Entering Unmasked Estep 
Score: -8461004.000000 Penalty: 5328.647949
	Iteration 10F: 3 clusters Score -8461004 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 42869 members 
Entering Unmasked Estep 
Score: -8463251.000000 Penalty: 5328.647949
	Iteration 11F: 3 clusters Score -8463251 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -8464321.000000 Penalty: 5328.647949
	Iteration 12Q: 3 clusters Score -8464321 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -8464767.000000 Penalty: 5328.647949
	Iteration 13Q: 3 clusters Score -8464767 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 45500 members 
Entering Unmasked Estep 
Score: -8465001.000000 Penalty: 5328.647949
	Iteration 14Q: 3 clusters Score -8465001 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 45667 members 
Entering Unmasked Estep 
Score: -8465108.000000 Penalty: 5328.647949
	Iteration 15Q: 3 clusters Score -8465108 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 45748 members 
Entering Unmasked Estep 
Score: -8465167.000000 Penalty: 5328.647949
	Iteration 16Q: 3 clusters Score -8465167 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
Score: -8465232.000000 Penalty: 5328.647949
	Iteration 17Q: 3 clusters Score -8465232 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 45834 members 
Entering Unmasked Estep 
Score: -8465266.000000 Penalty: 5328.647949
	Iteration 18Q: 3 clusters Score -8465266 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -8465299.000000 Penalty: 5328.647949
	Iteration 19Q: 3 clusters Score -8465299 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 45875 members 
Entering Unmasked Estep 
Score: -8465311.000000 Penalty: 5328.647949
	Iteration 20F: 3 clusters Score -8465311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 45880 members 
Entering Unmasked Estep 
Score: -8465315.000000 Penalty: 5328.647949
	Iteration 21Q: 3 clusters Score -8465315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 45885 members 
Entering Unmasked Estep 
Score: -8465325.000000 Penalty: 5328.647949
	Iteration 22Q: 3 clusters Score -8465325 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 45892 members 
Entering Unmasked Estep 
Score: -8465326.000000 Penalty: 5328.647949
	Iteration 23Q: 3 clusters Score -8465326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 45895 members 
Entering Unmasked Estep 
Score: -8465333.000000 Penalty: 5328.647949
	Iteration 24Q: 3 clusters Score -8465333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 45897 members 
Entering Unmasked Estep 
Score: -8465332.000000 Penalty: 5328.647949
	Iteration 25Q: 3 clusters Score -8465332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 45899 members 
Entering Unmasked Estep 
Score: -8465336.000000 Penalty: 5328.647949
	Iteration 26Q: 3 clusters Score -8465336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 45899 members 
Entering Unmasked Estep 
Score: -8465336.000000 Penalty: 5328.647949
	Iteration 27F: 3 clusters Score -8465336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -67483.445312 Penalty: 1589.723389
	Iteration 0F: 2 clusters Score -67483.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -65980.984375 Penalty: 3179.446777
	Iteration 0F: 3 clusters Score -65980.98 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -66342.289062 Penalty: 3179.446777
	Iteration 1F: 3 clusters Score -66342.29 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -66484.500000 Penalty: 3179.446777
	Iteration 2F: 3 clusters Score -66484.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -66568.640625 Penalty: 3179.446777
	Iteration 3Q: 3 clusters Score -66568.64 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -66625.523438 Penalty: 3179.446777
	Iteration 4Q: 3 clusters Score -66625.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -66666.000000 Penalty: 3179.446777
	Iteration 5Q: 3 clusters Score -66666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -66691.070312 Penalty: 3179.446777
	Iteration 6Q: 3 clusters Score -66691.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -66709.750000 Penalty: 3179.446777
	Iteration 7Q: 3 clusters Score -66709.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -66733.078125 Penalty: 3179.446777
	Iteration 8Q: 3 clusters Score -66733.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -66737.601562 Penalty: 3179.446777
	Iteration 9Q: 3 clusters Score -66737.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -66741.468750 Penalty: 3179.446777
	Iteration 10Q: 3 clusters Score -66741.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -66750.148438 Penalty: 3179.446777
	Iteration 11Q: 3 clusters Score -66750.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -66769.296875 Penalty: 3179.446777
	Iteration 12Q: 3 clusters Score -66769.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -66771.578125 Penalty: 3179.446777
	Iteration 13Q: 3 clusters Score -66771.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -66773.007812 Penalty: 3179.446777
	Iteration 14F: 3 clusters Score -66773.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -66779.632812 Penalty: 3179.446777
	Iteration 15Q: 3 clusters Score -66779.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -66781.859375 Penalty: 3179.446777
	Iteration 16Q: 3 clusters Score -66781.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -66783.539062 Penalty: 3179.446777
	Iteration 17Q: 3 clusters Score -66783.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -66783.539062 Penalty: 3179.446777
	Iteration 18F: 3 clusters Score -66783.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Entering Unmasked Estep 
Score: -153735.125000 Penalty: 1712.626831
	Iteration 0F: 2 clusters Score -153735.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -151887.109375 Penalty: 3425.253662
	Iteration 0F: 3 clusters Score -151887.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -152280.046875 Penalty: 3425.253662
	Iteration 1F: 3 clusters Score -152280 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -152461.718750 Penalty: 3425.253662
	Iteration 2F: 3 clusters Score -152461.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -152541.031250 Penalty: 3425.253662
	Iteration 3Q: 3 clusters Score -152541 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -152596.812500 Penalty: 3425.253662
	Iteration 4Q: 3 clusters Score -152596.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -152629.640625 Penalty: 3425.253662
	Iteration 5Q: 3 clusters Score -152629.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -152666.156250 Penalty: 3425.253662
	Iteration 6Q: 3 clusters Score -152666.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -152732.968750 Penalty: 3425.253662
	Iteration 7Q: 3 clusters Score -152733 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -152784.046875 Penalty: 3425.253662
	Iteration 8Q: 3 clusters Score -152784 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -152832.296875 Penalty: 3425.253662
	Iteration 9Q: 3 clusters Score -152832.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -152869.062500 Penalty: 3425.253662
	Iteration 10Q: 3 clusters Score -152869.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -152899.796875 Penalty: 3425.253662
	Iteration 11Q: 3 clusters Score -152899.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -152924.906250 Penalty: 3425.253662
	Iteration 12Q: 3 clusters Score -152924.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -152946.281250 Penalty: 3425.253662
	Iteration 13Q: 3 clusters Score -152946.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -152962.484375 Penalty: 3425.253662
	Iteration 14Q: 3 clusters Score -152962.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -152982.750000 Penalty: 3425.253662
	Iteration 15Q: 3 clusters Score -152982.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -153008.953125 Penalty: 3425.253662
	Iteration 16Q: 3 clusters Score -153009 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -153023.062500 Penalty: 3425.253662
	Iteration 17Q: 3 clusters Score -153023.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -153025.656250 Penalty: 3425.253662
	Iteration 18Q: 3 clusters Score -153025.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -153028.562500 Penalty: 3425.253662
	Iteration 19Q: 3 clusters Score -153028.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -153029.062500 Penalty: 3425.253662
	Iteration 20F: 3 clusters Score -153029.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -153029.375000 Penalty: 3425.253662
	Iteration 21Q: 3 clusters Score -153029.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -153029.375000 Penalty: 3425.253662
	Iteration 22F: 3 clusters Score -153029.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (590 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Entering Unmasked Estep 
Score: -94583.632812 Penalty: 1582.270386
	Iteration 0F: 2 clusters Score -94583.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -93057.882812 Penalty: 3164.540771
	Iteration 0F: 3 clusters Score -93057.88 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -93415.218750 Penalty: 3164.540771
	Iteration 1F: 3 clusters Score -93415.22 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -93631.007812 Penalty: 3164.540771
	Iteration 2F: 3 clusters Score -93631.01 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -93879.351562 Penalty: 3164.540771
	Iteration 3F: 3 clusters Score -93879.35 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -93999.945312 Penalty: 3164.540771
	Iteration 4Q: 3 clusters Score -93999.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -94172.125000 Penalty: 3164.540771
	Iteration 5Q: 3 clusters Score -94172.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -94389.476562 Penalty: 3164.540771
	Iteration 6Q: 3 clusters Score -94389.48 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -94820.640625 Penalty: 3164.540771
	Iteration 7F: 3 clusters Score -94820.64 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -95072.414062 Penalty: 3164.540771
	Iteration 8F: 3 clusters Score -95072.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -95137.937500 Penalty: 3164.540771
	Iteration 9Q: 3 clusters Score -95137.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -95175.585938 Penalty: 3164.540771
	Iteration 10Q: 3 clusters Score -95175.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -95185.789062 Penalty: 3164.540771
	Iteration 11Q: 3 clusters Score -95185.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -95185.789062 Penalty: 3164.540771
	Iteration 12F: 3 clusters Score -95185.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50124 members 
Mstep: Class 2 contains 50279 members 
Mstep: Class 3 contains 6059 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44274 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 46316 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 295 members 
Mstep: Class 11 contains 295 members 
Mstep: Class 12 contains 45202 members 
Mstep: Class 13 contains 2306 members 
Mstep: Class 14 contains 52702 members 
Mstep: Class 15 contains 984 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 44902 members 
Mstep: Class 18 contains 46328 members 
Mstep: Class 19 contains 25765 members 
Mstep: Class 20 contains 47513 members 
Mstep: Class 21 contains 48712 members 
Mstep: Class 22 contains 51506 members 
Mstep: Class 23 contains 48920 members 
Mstep: Class 24 contains 1862 members 
Entering Unmasked Estep 
Score: -111197056.000000 Penalty: 79364.328125
Splitting cluster 10 changes total score from -111198072.000000 to -111197056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (45202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45202 members 
Entering Unmasked Estep 
Score: -8273465.500000 Penalty: 2658.286377
	Iteration 0F: 2 clusters Score -8273466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -8244093.000000 Penalty: 5316.572754
	Iteration 0F: 3 clusters Score -8244093 nChanged 20823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -8255511.500000 Penalty: 5316.572754
	Iteration 1F: 3 clusters Score -8255512 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23676 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -8255972.000000 Penalty: 5316.572754
	Iteration 2Q: 3 clusters Score -8255972 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24239 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -8256418.500000 Penalty: 5316.572754
	Iteration 3Q: 3 clusters Score -8256418 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25053 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -8256820.500000 Penalty: 5316.572754
	Iteration 4Q: 3 clusters Score -8256820 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -8257346.000000 Penalty: 5316.572754
	Iteration 5Q: 3 clusters Score -8257346 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -8258054.000000 Penalty: 5316.572754
	Iteration 6Q: 3 clusters Score -8258054 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29755 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -8259182.500000 Penalty: 5316.572754
	Iteration 7Q: 3 clusters Score -8259182 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -8260958.000000 Penalty: 5316.572754
	Iteration 8F: 3 clusters Score -8260958 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -8263571.500000 Penalty: 5316.572754
	Iteration 9F: 3 clusters Score -8263572 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -8266461.000000 Penalty: 5316.572754
	Iteration 10F: 3 clusters Score -8266461 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41476 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -8269033.000000 Penalty: 5316.572754
	Iteration 11F: 3 clusters Score -8269033 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -8270590.500000 Penalty: 5316.572754
	Iteration 12Q: 3 clusters Score -8270590 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44084 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -8271205.000000 Penalty: 5316.572754
	Iteration 13Q: 3 clusters Score -8271205 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44427 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -8271390.000000 Penalty: 5316.572754
	Iteration 14Q: 3 clusters Score -8271390 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -8271539.500000 Penalty: 5316.572754
	Iteration 15Q: 3 clusters Score -8271540 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -8271673.500000 Penalty: 5316.572754
	Iteration 16Q: 3 clusters Score -8271674 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -8271765.500000 Penalty: 5316.572754
	Iteration 17Q: 3 clusters Score -8271766 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44668 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -8271822.500000 Penalty: 5316.572754
	Iteration 18Q: 3 clusters Score -8271822 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44668 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -8271883.000000 Penalty: 5316.572754
	Iteration 19Q: 3 clusters Score -8271883 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -8271905.500000 Penalty: 5316.572754
	Iteration 20F: 3 clusters Score -8271906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44663 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8271910.500000 Penalty: 5316.572754
	Iteration 21Q: 3 clusters Score -8271910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8271931.000000 Penalty: 5316.572754
	Iteration 22Q: 3 clusters Score -8271931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44654 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8271949.500000 Penalty: 5316.572754
	Iteration 23Q: 3 clusters Score -8271950 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44648 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -8271951.500000 Penalty: 5316.572754
	Iteration 24Q: 3 clusters Score -8271952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44646 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8271959.000000 Penalty: 5316.572754
	Iteration 25Q: 3 clusters Score -8271959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44641 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8271970.000000 Penalty: 5316.572754
	Iteration 26Q: 3 clusters Score -8271970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44636 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8271975.500000 Penalty: 5316.572754
	Iteration 27Q: 3 clusters Score -8271976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44634 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -8271975.000000 Penalty: 5316.572754
	Iteration 28Q: 3 clusters Score -8271975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44631 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8271973.500000 Penalty: 5316.572754
	Iteration 29Q: 3 clusters Score -8271974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44629 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8271980.000000 Penalty: 5316.572754
	Iteration 30Q: 3 clusters Score -8271980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44629 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8271980.000000 Penalty: 5316.572754
	Iteration 31F: 3 clusters Score -8271980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Entering Unmasked Estep 
Score: -391588.218750 Penalty: 1920.330933
	Iteration 0F: 2 clusters Score -391588.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -388740.093750 Penalty: 3840.661865
	Iteration 0F: 3 clusters Score -388740.1 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -389359.312500 Penalty: 3840.661865
	Iteration 1F: 3 clusters Score -389359.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -389583.125000 Penalty: 3840.661865
	Iteration 2F: 3 clusters Score -389583.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -389743.062500 Penalty: 3840.661865
	Iteration 3F: 3 clusters Score -389743.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -389865.812500 Penalty: 3840.661865
	Iteration 4Q: 3 clusters Score -389865.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -390007.937500 Penalty: 3840.661865
	Iteration 5Q: 3 clusters Score -390007.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -390153.281250 Penalty: 3840.661865
	Iteration 6Q: 3 clusters Score -390153.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -390258.718750 Penalty: 3840.661865
	Iteration 7Q: 3 clusters Score -390258.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -390335.187500 Penalty: 3840.661865
	Iteration 8Q: 3 clusters Score -390335.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -390407.218750 Penalty: 3840.661865
	Iteration 9Q: 3 clusters Score -390407.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -390463.250000 Penalty: 3840.661865
	Iteration 10Q: 3 clusters Score -390463.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -390510.125000 Penalty: 3840.661865
	Iteration 11Q: 3 clusters Score -390510.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -390553.406250 Penalty: 3840.661865
	Iteration 12Q: 3 clusters Score -390553.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -390584.687500 Penalty: 3840.661865
	Iteration 13Q: 3 clusters Score -390584.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -390612.156250 Penalty: 3840.661865
	Iteration 14Q: 3 clusters Score -390612.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -390626.500000 Penalty: 3840.661865
	Iteration 15Q: 3 clusters Score -390626.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -390636.468750 Penalty: 3840.661865
	Iteration 16Q: 3 clusters Score -390636.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -390643.218750 Penalty: 3840.661865
	Iteration 17Q: 3 clusters Score -390643.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -390646.187500 Penalty: 3840.661865
	Iteration 18Q: 3 clusters Score -390646.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -390647.906250 Penalty: 3840.661865
	Iteration 19Q: 3 clusters Score -390647.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -390650.406250 Penalty: 3840.661865
	Iteration 20F: 3 clusters Score -390650.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -390651.593750 Penalty: 3840.661865
	Iteration 21Q: 3 clusters Score -390651.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -390652.281250 Penalty: 3840.661865
	Iteration 22Q: 3 clusters Score -390652.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -390654.406250 Penalty: 3840.661865
	Iteration 23Q: 3 clusters Score -390654.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -390655.312500 Penalty: 3840.661865
	Iteration 24Q: 3 clusters Score -390655.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -390659.500000 Penalty: 3840.661865
	Iteration 25Q: 3 clusters Score -390659.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -390663.406250 Penalty: 3840.661865
	Iteration 26Q: 3 clusters Score -390663.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -390665.125000 Penalty: 3840.661865
	Iteration 27Q: 3 clusters Score -390665.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -390666.343750 Penalty: 3840.661865
	Iteration 28Q: 3 clusters Score -390666.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -390666.625000 Penalty: 3840.661865
	Iteration 29Q: 3 clusters Score -390666.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -390666.625000 Penalty: 3840.661865
	Iteration 30F: 3 clusters Score -390666.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (52702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52702 members 
Entering Unmasked Estep 
Score: -9544682.000000 Penalty: 2696.357422
	Iteration 0F: 2 clusters Score -9544682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -9512336.000000 Penalty: 5392.714844
	Iteration 0F: 3 clusters Score -9512336 nChanged 24564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -9526117.000000 Penalty: 5392.714844
	Iteration 1F: 3 clusters Score -9526117 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 25751 members 
Entering Unmasked Estep 
Score: -9526705.000000 Penalty: 5392.714844
	Iteration 2Q: 3 clusters Score -9526705 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -9527316.000000 Penalty: 5392.714844
	Iteration 3Q: 3 clusters Score -9527316 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -9528132.000000 Penalty: 5392.714844
	Iteration 4Q: 3 clusters Score -9528132 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -9529418.000000 Penalty: 5392.714844
	Iteration 5Q: 3 clusters Score -9529418 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -9531260.000000 Penalty: 5392.714844
	Iteration 6F: 3 clusters Score -9531260 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -9533451.000000 Penalty: 5392.714844
	Iteration 7F: 3 clusters Score -9533451 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -9535767.000000 Penalty: 5392.714844
	Iteration 8F: 3 clusters Score -9535767 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -9537814.000000 Penalty: 5392.714844
	Iteration 9F: 3 clusters Score -9537814 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -9538894.000000 Penalty: 5392.714844
	Iteration 10Q: 3 clusters Score -9538894 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -9539342.000000 Penalty: 5392.714844
	Iteration 11Q: 3 clusters Score -9539342 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -9539582.000000 Penalty: 5392.714844
	Iteration 12Q: 3 clusters Score -9539582 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 26112 members 
Entering Unmasked Estep 
Score: -9539710.000000 Penalty: 5392.714844
	Iteration 13Q: 3 clusters Score -9539710 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -9539814.000000 Penalty: 5392.714844
	Iteration 14Q: 3 clusters Score -9539814 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -9539938.000000 Penalty: 5392.714844
	Iteration 15Q: 3 clusters Score -9539938 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -9540018.000000 Penalty: 5392.714844
	Iteration 16Q: 3 clusters Score -9540018 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -9540143.000000 Penalty: 5392.714844
	Iteration 17Q: 3 clusters Score -9540143 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -9540333.000000 Penalty: 5392.714844
	Iteration 18Q: 3 clusters Score -9540333 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -9540466.000000 Penalty: 5392.714844
	Iteration 19Q: 3 clusters Score -9540466 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -9540663.000000 Penalty: 5392.714844
	Iteration 20F: 3 clusters Score -9540663 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 29134 members 
Entering Unmasked Estep 
Score: -9540826.000000 Penalty: 5392.714844
	Iteration 21Q: 3 clusters Score -9540826 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -9541021.000000 Penalty: 5392.714844
	Iteration 22Q: 3 clusters Score -9541021 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -9541178.000000 Penalty: 5392.714844
	Iteration 23Q: 3 clusters Score -9541178 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 30444 members 
Entering Unmasked Estep 
Score: -9541340.000000 Penalty: 5392.714844
	Iteration 24Q: 3 clusters Score -9541340 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -9541481.000000 Penalty: 5392.714844
	Iteration 25Q: 3 clusters Score -9541481 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -9541607.000000 Penalty: 5392.714844
	Iteration 26Q: 3 clusters Score -9541607 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -9541718.000000 Penalty: 5392.714844
	Iteration 27Q: 3 clusters Score -9541718 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 31895 members 
Entering Unmasked Estep 
Score: -9541811.000000 Penalty: 5392.714844
	Iteration 28Q: 3 clusters Score -9541811 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -9541924.000000 Penalty: 5392.714844
	Iteration 29Q: 3 clusters Score -9541924 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -9542042.000000 Penalty: 5392.714844
	Iteration 30Q: 3 clusters Score -9542042 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -9542137.000000 Penalty: 5392.714844
	Iteration 31Q: 3 clusters Score -9542137 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -9542224.000000 Penalty: 5392.714844
	Iteration 32Q: 3 clusters Score -9542224 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -9542288.000000 Penalty: 5392.714844
	Iteration 33Q: 3 clusters Score -9542288 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 33629 members 
Entering Unmasked Estep 
Score: -9542368.000000 Penalty: 5392.714844
	Iteration 34Q: 3 clusters Score -9542368 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -9542443.000000 Penalty: 5392.714844
	Iteration 35Q: 3 clusters Score -9542443 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 34110 members 
Entering Unmasked Estep 
Score: -9542473.000000 Penalty: 5392.714844
	Iteration 36Q: 3 clusters Score -9542473 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
Score: -9542554.000000 Penalty: 5392.714844
	Iteration 37Q: 3 clusters Score -9542554 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -9542617.000000 Penalty: 5392.714844
	Iteration 38Q: 3 clusters Score -9542617 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -9542657.000000 Penalty: 5392.714844
	Iteration 39Q: 3 clusters Score -9542657 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -9542763.000000 Penalty: 5392.714844
	Iteration 40F: 3 clusters Score -9542763 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -9542866.000000 Penalty: 5392.714844
	Iteration 41Q: 3 clusters Score -9542866 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -9542916.000000 Penalty: 5392.714844
	Iteration 42Q: 3 clusters Score -9542916 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 35724 members 
Entering Unmasked Estep 
Score: -9542996.000000 Penalty: 5392.714844
	Iteration 43Q: 3 clusters Score -9542996 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 35962 members 
Entering Unmasked Estep 
Score: -9543079.000000 Penalty: 5392.714844
	Iteration 44Q: 3 clusters Score -9543079 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -9543121.000000 Penalty: 5392.714844
	Iteration 45Q: 3 clusters Score -9543121 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -9543200.000000 Penalty: 5392.714844
	Iteration 46Q: 3 clusters Score -9543200 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 36576 members 
Entering Unmasked Estep 
Score: -9543292.000000 Penalty: 5392.714844
	Iteration 47Q: 3 clusters Score -9543292 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -9543347.000000 Penalty: 5392.714844
	Iteration 48Q: 3 clusters Score -9543347 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -9543463.000000 Penalty: 5392.714844
	Iteration 49Q: 3 clusters Score -9543463 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 37218 members 
Entering Unmasked Estep 
Score: -9543517.000000 Penalty: 5392.714844
	Iteration 50Q: 3 clusters Score -9543517 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
Score: -9543550.000000 Penalty: 5392.714844
	Iteration 51Q: 3 clusters Score -9543550 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -9543644.000000 Penalty: 5392.714844
	Iteration 52Q: 3 clusters Score -9543644 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -9543747.000000 Penalty: 5392.714844
	Iteration 53Q: 3 clusters Score -9543747 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 38267 members 
Entering Unmasked Estep 
Score: -9543875.000000 Penalty: 5392.714844
	Iteration 54Q: 3 clusters Score -9543875 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -9543978.000000 Penalty: 5392.714844
	Iteration 55Q: 3 clusters Score -9543978 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 38793 members 
Entering Unmasked Estep 
Score: -9544032.000000 Penalty: 5392.714844
	Iteration 56Q: 3 clusters Score -9544032 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 39033 members 
Entering Unmasked Estep 
Score: -9544135.000000 Penalty: 5392.714844
	Iteration 57Q: 3 clusters Score -9544135 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 39284 members 
Entering Unmasked Estep 
Score: -9544234.000000 Penalty: 5392.714844
	Iteration 58Q: 3 clusters Score -9544234 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 39519 members 
Entering Unmasked Estep 
Score: -9544332.000000 Penalty: 5392.714844
	Iteration 59Q: 3 clusters Score -9544332 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 39773 members 
Entering Unmasked Estep 
Score: -9544388.000000 Penalty: 5392.714844
	Iteration 60F: 3 clusters Score -9544388 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 40048 members 
Entering Unmasked Estep 
Score: -9544474.000000 Penalty: 5392.714844
	Iteration 61Q: 3 clusters Score -9544474 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 40338 members 
Entering Unmasked Estep 
Score: -9544573.000000 Penalty: 5392.714844
	Iteration 62Q: 3 clusters Score -9544573 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 40608 members 
Entering Unmasked Estep 
Score: -9544708.000000 Penalty: 5392.714844
	Iteration 63Q: 3 clusters Score -9544708 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 40871 members 
Entering Unmasked Estep 
Score: -9544839.000000 Penalty: 5392.714844
	Iteration 64Q: 3 clusters Score -9544839 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 41106 members 
Entering Unmasked Estep 
Score: -9544929.000000 Penalty: 5392.714844
	Iteration 65Q: 3 clusters Score -9544929 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 41350 members 
Entering Unmasked Estep 
Score: -9545032.000000 Penalty: 5392.714844
	Iteration 66Q: 3 clusters Score -9545032 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -9545138.000000 Penalty: 5392.714844
	Iteration 67Q: 3 clusters Score -9545138 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -9545249.000000 Penalty: 5392.714844
	Iteration 68Q: 3 clusters Score -9545249 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 42122 members 
Entering Unmasked Estep 
Score: -9545339.000000 Penalty: 5392.714844
	Iteration 69Q: 3 clusters Score -9545339 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 42404 members 
Entering Unmasked Estep 
Score: -9545470.000000 Penalty: 5392.714844
	Iteration 70Q: 3 clusters Score -9545470 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 42720 members 
Entering Unmasked Estep 
Score: -9545554.000000 Penalty: 5392.714844
	Iteration 71Q: 3 clusters Score -9545554 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 43035 members 
Entering Unmasked Estep 
Score: -9545616.000000 Penalty: 5392.714844
	Iteration 72Q: 3 clusters Score -9545616 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 43344 members 
Entering Unmasked Estep 
Score: -9545710.000000 Penalty: 5392.714844
	Iteration 73Q: 3 clusters Score -9545710 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 43656 members 
Entering Unmasked Estep 
Score: -9545726.000000 Penalty: 5392.714844
	Iteration 74Q: 3 clusters Score -9545726 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 43987 members 
Entering Unmasked Estep 
Score: -9545699.000000 Penalty: 5392.714844
	Iteration 75Q: 3 clusters Score -9545699 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 44341 members 
Entering Unmasked Estep 
Score: -9545698.000000 Penalty: 5392.714844
	Iteration 76Q: 3 clusters Score -9545698 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 44689 members 
Entering Unmasked Estep 
Score: -9545717.000000 Penalty: 5392.714844
	Iteration 77Q: 3 clusters Score -9545717 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 45062 members 
Entering Unmasked Estep 
Score: -9545734.000000 Penalty: 5392.714844
	Iteration 78Q: 3 clusters Score -9545734 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 45469 members 
Entering Unmasked Estep 
Score: -9545664.000000 Penalty: 5392.714844
	Iteration 79Q: 3 clusters Score -9545664 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 45912 members 
Entering Unmasked Estep 
Score: -9545540.000000 Penalty: 5392.714844
	Iteration 80F: 3 clusters Score -9545540 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 46368 members 
Entering Unmasked Estep 
Score: -9545408.000000 Penalty: 5392.714844
	Iteration 81Q: 3 clusters Score -9545408 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 46770 members 
Entering Unmasked Estep 
Score: -9545300.000000 Penalty: 5392.714844
	Iteration 82Q: 3 clusters Score -9545300 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 47150 members 
Entering Unmasked Estep 
Score: -9545151.000000 Penalty: 5392.714844
	Iteration 83Q: 3 clusters Score -9545151 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 47485 members 
Entering Unmasked Estep 
Score: -9544999.000000 Penalty: 5392.714844
	Iteration 84Q: 3 clusters Score -9544999 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 47832 members 
Entering Unmasked Estep 
Score: -9544902.000000 Penalty: 5392.714844
	Iteration 85Q: 3 clusters Score -9544902 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 48148 members 
Entering Unmasked Estep 
Score: -9544724.000000 Penalty: 5392.714844
	Iteration 86Q: 3 clusters Score -9544724 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 48476 members 
Entering Unmasked Estep 
Score: -9544585.000000 Penalty: 5392.714844
	Iteration 87Q: 3 clusters Score -9544585 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 48748 members 
Entering Unmasked Estep 
Score: -9544464.000000 Penalty: 5392.714844
	Iteration 88Q: 3 clusters Score -9544464 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 48986 members 
Entering Unmasked Estep 
Score: -9544349.000000 Penalty: 5392.714844
	Iteration 89Q: 3 clusters Score -9544349 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 49237 members 
Entering Unmasked Estep 
Score: -9544246.000000 Penalty: 5392.714844
	Iteration 90Q: 3 clusters Score -9544246 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 49467 members 
Entering Unmasked Estep 
Score: -9544131.000000 Penalty: 5392.714844
	Iteration 91Q: 3 clusters Score -9544131 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 49670 members 
Entering Unmasked Estep 
Score: -9544044.000000 Penalty: 5392.714844
	Iteration 92Q: 3 clusters Score -9544044 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 49858 members 
Entering Unmasked Estep 
Score: -9543942.000000 Penalty: 5392.714844
	Iteration 93Q: 3 clusters Score -9543942 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 50027 members 
Entering Unmasked Estep 
Score: -9543843.000000 Penalty: 5392.714844
	Iteration 94Q: 3 clusters Score -9543843 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 50156 members 
Entering Unmasked Estep 
Score: -9543759.000000 Penalty: 5392.714844
	Iteration 95Q: 3 clusters Score -9543759 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 50264 members 
Entering Unmasked Estep 
Score: -9543685.000000 Penalty: 5392.714844
	Iteration 96Q: 3 clusters Score -9543685 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 50363 members 
Entering Unmasked Estep 
Score: -9543654.000000 Penalty: 5392.714844
	Iteration 97Q: 3 clusters Score -9543654 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 50456 members 
Entering Unmasked Estep 
Score: -9543586.000000 Penalty: 5392.714844
	Iteration 98Q: 3 clusters Score -9543586 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 50539 members 
Entering Unmasked Estep 
Score: -9543533.000000 Penalty: 5392.714844
	Iteration 99Q: 3 clusters Score -9543533 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 50627 members 
Entering Unmasked Estep 
Score: -9543490.000000 Penalty: 5392.714844
	Iteration 100F: 3 clusters Score -9543490 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 50704 members 
Entering Unmasked Estep 
Score: -9543425.000000 Penalty: 5392.714844
	Iteration 101Q: 3 clusters Score -9543425 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 50770 members 
Entering Unmasked Estep 
Score: -9543378.000000 Penalty: 5392.714844
	Iteration 102Q: 3 clusters Score -9543378 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 50829 members 
Entering Unmasked Estep 
Score: -9543357.000000 Penalty: 5392.714844
	Iteration 103Q: 3 clusters Score -9543357 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 50890 members 
Entering Unmasked Estep 
Score: -9543293.000000 Penalty: 5392.714844
	Iteration 104Q: 3 clusters Score -9543293 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 50948 members 
Entering Unmasked Estep 
Score: -9543252.000000 Penalty: 5392.714844
	Iteration 105Q: 3 clusters Score -9543252 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 51003 members 
Entering Unmasked Estep 
Score: -9543232.000000 Penalty: 5392.714844
	Iteration 106Q: 3 clusters Score -9543232 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 51057 members 
Entering Unmasked Estep 
Score: -9543222.000000 Penalty: 5392.714844
	Iteration 107Q: 3 clusters Score -9543222 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -9543222.000000 Penalty: 5392.714844
	Iteration 108Q: 3 clusters Score -9543222 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 51146 members 
Entering Unmasked Estep 
Score: -9543195.000000 Penalty: 5392.714844
	Iteration 109Q: 3 clusters Score -9543195 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 51179 members 
Entering Unmasked Estep 
Score: -9543171.000000 Penalty: 5392.714844
	Iteration 110Q: 3 clusters Score -9543171 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 51208 members 
Entering Unmasked Estep 
Score: -9543160.000000 Penalty: 5392.714844
	Iteration 111Q: 3 clusters Score -9543160 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 51237 members 
Entering Unmasked Estep 
Score: -9543152.000000 Penalty: 5392.714844
	Iteration 112Q: 3 clusters Score -9543152 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 51261 members 
Entering Unmasked Estep 
Score: -9543134.000000 Penalty: 5392.714844
	Iteration 113Q: 3 clusters Score -9543134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 51288 members 
Entering Unmasked Estep 
Score: -9543120.000000 Penalty: 5392.714844
	Iteration 114Q: 3 clusters Score -9543120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 51309 members 
Entering Unmasked Estep 
Score: -9543121.000000 Penalty: 5392.714844
	Iteration 115Q: 3 clusters Score -9543121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 51329 members 
Entering Unmasked Estep 
Score: -9543106.000000 Penalty: 5392.714844
	Iteration 116Q: 3 clusters Score -9543106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 51340 members 
Entering Unmasked Estep 
Score: -9543097.000000 Penalty: 5392.714844
	Iteration 117Q: 3 clusters Score -9543097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 51351 members 
Entering Unmasked Estep 
Score: -9543072.000000 Penalty: 5392.714844
	Iteration 118Q: 3 clusters Score -9543072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 51361 members 
Entering Unmasked Estep 
Score: -9543058.000000 Penalty: 5392.714844
	Iteration 119Q: 3 clusters Score -9543058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 51373 members 
Entering Unmasked Estep 
Score: -9543063.000000 Penalty: 5392.714844
	Iteration 120F: 3 clusters Score -9543063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 51383 members 
Entering Unmasked Estep 
Score: -9543054.000000 Penalty: 5392.714844
	Iteration 121Q: 3 clusters Score -9543054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 51392 members 
Entering Unmasked Estep 
Score: -9543054.000000 Penalty: 5392.714844
	Iteration 122Q: 3 clusters Score -9543054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 51403 members 
Entering Unmasked Estep 
Score: -9543055.000000 Penalty: 5392.714844
	Iteration 123Q: 3 clusters Score -9543055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 51415 members 
Entering Unmasked Estep 
Score: -9543052.000000 Penalty: 5392.714844
	Iteration 124Q: 3 clusters Score -9543052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 51422 members 
Entering Unmasked Estep 
Score: -9543051.000000 Penalty: 5392.714844
	Iteration 125Q: 3 clusters Score -9543051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 51426 members 
Entering Unmasked Estep 
Score: -9543043.000000 Penalty: 5392.714844
	Iteration 126Q: 3 clusters Score -9543043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 51429 members 
Entering Unmasked Estep 
Score: -9543051.000000 Penalty: 5392.714844
	Iteration 127Q: 3 clusters Score -9543051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 51431 members 
Entering Unmasked Estep 
Score: -9543050.000000 Penalty: 5392.714844
	Iteration 128Q: 3 clusters Score -9543050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 51432 members 
Entering Unmasked Estep 
Score: -9543048.000000 Penalty: 5392.714844
	Iteration 129Q: 3 clusters Score -9543048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 51432 members 
Entering Unmasked Estep 
Score: -9543048.000000 Penalty: 5392.714844
	Iteration 130F: 3 clusters Score -9543048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Entering Unmasked Estep 
Score: -166924.828125 Penalty: 1709.123169
	Iteration 0F: 2 clusters Score -166924.8 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 488 members 
Entering Unmasked Estep 
Score: -165120.796875 Penalty: 3418.246338
	Iteration 0F: 3 clusters Score -165120.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -165593.937500 Penalty: 3418.246338
	Iteration 1F: 3 clusters Score -165593.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -165968.125000 Penalty: 3418.246338
	Iteration 2F: 3 clusters Score -165968.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -166262.062500 Penalty: 3418.246338
	Iteration 3F: 3 clusters Score -166262.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -166464.171875 Penalty: 3418.246338
	Iteration 4F: 3 clusters Score -166464.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -166626.937500 Penalty: 3418.246338
	Iteration 5Q: 3 clusters Score -166626.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -166763.140625 Penalty: 3418.246338
	Iteration 6Q: 3 clusters Score -166763.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -166868.265625 Penalty: 3418.246338
	Iteration 7Q: 3 clusters Score -166868.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -166938.531250 Penalty: 3418.246338
	Iteration 8Q: 3 clusters Score -166938.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -167012.281250 Penalty: 3418.246338
	Iteration 9Q: 3 clusters Score -167012.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -167038.265625 Penalty: 3418.246338
	Iteration 10Q: 3 clusters Score -167038.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -167041.406250 Penalty: 3418.246338
	Iteration 11Q: 3 clusters Score -167041.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -167043.718750 Penalty: 3418.246338
	Iteration 12Q: 3 clusters Score -167043.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -167045.546875 Penalty: 3418.246338
	Iteration 13Q: 3 clusters Score -167045.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -167047.093750 Penalty: 3418.246338
	Iteration 14Q: 3 clusters Score -167047.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -167047.093750 Penalty: 3418.246338
	Iteration 15F: 3 clusters Score -167047.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50124 members 
Mstep: Class 2 contains 50279 members 
Mstep: Class 3 contains 6059 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44274 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 46316 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 11 contains 278 members 
Mstep: Class 12 contains 45202 members 
Mstep: Class 13 contains 2306 members 
Mstep: Class 14 contains 52702 members 
Mstep: Class 15 contains 706 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 44902 members 
Mstep: Class 18 contains 46328 members 
Mstep: Class 19 contains 25765 members 
Mstep: Class 20 contains 47513 members 
Mstep: Class 21 contains 48712 members 
Mstep: Class 22 contains 51506 members 
Mstep: Class 23 contains 48920 members 
Mstep: Class 24 contains 1862 members 
Entering Unmasked Estep 
Score: -111196848.000000 Penalty: 79364.328125
Splitting cluster 15 changes total score from -111198072.000000 to -111196848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (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: -109132.148438 Penalty: 1599.324585
	Iteration 0F: 2 clusters Score -109132.1 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 328 members 
Entering Unmasked Estep 
Score: -107507.421875 Penalty: 3198.649170
	Iteration 0F: 3 clusters Score -107507.4 nChanged 130
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: -107732.242188 Penalty: 3198.649170
	Iteration 1F: 3 clusters Score -107732.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -107810.359375 Penalty: 3198.649170
	Iteration 2Q: 3 clusters Score -107810.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -107863.226562 Penalty: 3198.649170
	Iteration 3Q: 3 clusters Score -107863.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -107887.359375 Penalty: 3198.649170
	Iteration 4Q: 3 clusters Score -107887.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -107910.429688 Penalty: 3198.649170
	Iteration 5Q: 3 clusters Score -107910.4 nChanged 6
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: -107922.593750 Penalty: 3198.649170
	Iteration 6Q: 3 clusters Score -107922.6 nChanged 4
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: -107928.460938 Penalty: 3198.649170
	Iteration 7Q: 3 clusters Score -107928.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -107930.046875 Penalty: 3198.649170
	Iteration 8Q: 3 clusters Score -107930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -107932.210938 Penalty: 3198.649170
	Iteration 9Q: 3 clusters Score -107932.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -107935.312500 Penalty: 3198.649170
	Iteration 10Q: 3 clusters Score -107935.3 nChanged 2
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: -107938.609375 Penalty: 3198.649170
	Iteration 11Q: 3 clusters Score -107938.6 nChanged 2
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: -107946.031250 Penalty: 3198.649170
	Iteration 12Q: 3 clusters Score -107946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -107951.453125 Penalty: 3198.649170
	Iteration 13Q: 3 clusters Score -107951.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -107952.398438 Penalty: 3198.649170
	Iteration 14Q: 3 clusters Score -107952.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -107956.031250 Penalty: 3198.649170
	Iteration 15Q: 3 clusters Score -107956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -107956.031250 Penalty: 3198.649170
	Iteration 16F: 3 clusters Score -107956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44902 members 
Entering Unmasked Estep 
Score: -8239691.500000 Penalty: 2656.634766
	Iteration 0F: 2 clusters Score -8239692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -8211453.500000 Penalty: 5313.269531
	Iteration 0F: 3 clusters Score -8211454 nChanged 20529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -8223013.000000 Penalty: 5313.269531
	Iteration 1F: 3 clusters Score -8223013 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -8223831.000000 Penalty: 5313.269531
	Iteration 2Q: 3 clusters Score -8223831 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -8224855.000000 Penalty: 5313.269531
	Iteration 3Q: 3 clusters Score -8224855 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -8226069.000000 Penalty: 5313.269531
	Iteration 4Q: 3 clusters Score -8226069 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 27304 members 
Entering Unmasked Estep 
Score: -8227481.000000 Penalty: 5313.269531
	Iteration 5Q: 3 clusters Score -8227481 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -8228948.000000 Penalty: 5313.269531
	Iteration 6F: 3 clusters Score -8228948 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -8230322.500000 Penalty: 5313.269531
	Iteration 7Q: 3 clusters Score -8230322 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -8231635.000000 Penalty: 5313.269531
	Iteration 8Q: 3 clusters Score -8231635 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 32221 members 
Entering Unmasked Estep 
Score: -8232648.000000 Penalty: 5313.269531
	Iteration 9Q: 3 clusters Score -8232648 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -8233503.000000 Penalty: 5313.269531
	Iteration 10Q: 3 clusters Score -8233503 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -8234217.500000 Penalty: 5313.269531
	Iteration 11Q: 3 clusters Score -8234218 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -8234772.000000 Penalty: 5313.269531
	Iteration 12Q: 3 clusters Score -8234772 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -8235261.500000 Penalty: 5313.269531
	Iteration 13Q: 3 clusters Score -8235262 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -8235649.000000 Penalty: 5313.269531
	Iteration 14Q: 3 clusters Score -8235649 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 37916 members 
Entering Unmasked Estep 
Score: -8236063.500000 Penalty: 5313.269531
	Iteration 15Q: 3 clusters Score -8236064 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -8236345.500000 Penalty: 5313.269531
	Iteration 16Q: 3 clusters Score -8236346 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 39462 members 
Entering Unmasked Estep 
Score: -8236620.000000 Penalty: 5313.269531
	Iteration 17Q: 3 clusters Score -8236620 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -8236851.000000 Penalty: 5313.269531
	Iteration 18Q: 3 clusters Score -8236851 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 40667 members 
Entering Unmasked Estep 
Score: -8237053.000000 Penalty: 5313.269531
	Iteration 19Q: 3 clusters Score -8237053 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
Score: -8237171.000000 Penalty: 5313.269531
	Iteration 20F: 3 clusters Score -8237171 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -8237285.000000 Penalty: 5313.269531
	Iteration 21Q: 3 clusters Score -8237285 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -8237375.000000 Penalty: 5313.269531
	Iteration 22Q: 3 clusters Score -8237375 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 42189 members 
Entering Unmasked Estep 
Score: -8237455.500000 Penalty: 5313.269531
	Iteration 23Q: 3 clusters Score -8237456 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 42450 members 
Entering Unmasked Estep 
Score: -8237529.500000 Penalty: 5313.269531
	Iteration 24Q: 3 clusters Score -8237530 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 42656 members 
Entering Unmasked Estep 
Score: -8237588.000000 Penalty: 5313.269531
	Iteration 25Q: 3 clusters Score -8237588 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 42813 members 
Entering Unmasked Estep 
Score: -8237624.000000 Penalty: 5313.269531
	Iteration 26Q: 3 clusters Score -8237624 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -8237627.500000 Penalty: 5313.269531
	Iteration 27Q: 3 clusters Score -8237628 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
Score: -8237657.000000 Penalty: 5313.269531
	Iteration 28Q: 3 clusters Score -8237657 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 43159 members 
Entering Unmasked Estep 
Score: -8237695.500000 Penalty: 5313.269531
	Iteration 29Q: 3 clusters Score -8237696 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -8237694.000000 Penalty: 5313.269531
	Iteration 30Q: 3 clusters Score -8237694 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 43326 members 
Entering Unmasked Estep 
Score: -8237717.000000 Penalty: 5313.269531
	Iteration 31Q: 3 clusters Score -8237717 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -8237733.500000 Penalty: 5313.269531
	Iteration 32Q: 3 clusters Score -8237734 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -8237753.500000 Penalty: 5313.269531
	Iteration 33Q: 3 clusters Score -8237754 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 43490 members 
Entering Unmasked Estep 
Score: -8237756.000000 Penalty: 5313.269531
	Iteration 34Q: 3 clusters Score -8237756 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 43544 members 
Entering Unmasked Estep 
Score: -8237764.500000 Penalty: 5313.269531
	Iteration 35Q: 3 clusters Score -8237764 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -8237771.500000 Penalty: 5313.269531
	Iteration 36Q: 3 clusters Score -8237772 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 43636 members 
Entering Unmasked Estep 
Score: -8237767.000000 Penalty: 5313.269531
	Iteration 37Q: 3 clusters Score -8237767 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -8237766.000000 Penalty: 5313.269531
	Iteration 38Q: 3 clusters Score -8237766 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -8237778.000000 Penalty: 5313.269531
	Iteration 39Q: 3 clusters Score -8237778 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -8237783.000000 Penalty: 5313.269531
	Iteration 40F: 3 clusters Score -8237783 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 43759 members 
Entering Unmasked Estep 
Score: -8237786.500000 Penalty: 5313.269531
	Iteration 41Q: 3 clusters Score -8237786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 43777 members 
Entering Unmasked Estep 
Score: -8237797.500000 Penalty: 5313.269531
	Iteration 42Q: 3 clusters Score -8237798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -8237804.000000 Penalty: 5313.269531
	Iteration 43Q: 3 clusters Score -8237804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 43800 members 
Entering Unmasked Estep 
Score: -8237794.500000 Penalty: 5313.269531
	Iteration 44Q: 3 clusters Score -8237794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 43809 members 
Entering Unmasked Estep 
Score: -8237791.500000 Penalty: 5313.269531
	Iteration 45Q: 3 clusters Score -8237792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
Score: -8237798.500000 Penalty: 5313.269531
	Iteration 46Q: 3 clusters Score -8237798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -8237799.500000 Penalty: 5313.269531
	Iteration 47Q: 3 clusters Score -8237800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 43839 members 
Entering Unmasked Estep 
Score: -8237805.500000 Penalty: 5313.269531
	Iteration 48Q: 3 clusters Score -8237806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 43846 members 
Entering Unmasked Estep 
Score: -8237808.500000 Penalty: 5313.269531
	Iteration 49Q: 3 clusters Score -8237808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -8237809.000000 Penalty: 5313.269531
	Iteration 50Q: 3 clusters Score -8237809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
Score: -8237804.000000 Penalty: 5313.269531
	Iteration 51Q: 3 clusters Score -8237804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 43863 members 
Entering Unmasked Estep 
Score: -8237811.000000 Penalty: 5313.269531
	Iteration 52Q: 3 clusters Score -8237811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 43868 members 
Entering Unmasked Estep 
Score: -8237807.000000 Penalty: 5313.269531
	Iteration 53Q: 3 clusters Score -8237807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -8237808.500000 Penalty: 5313.269531
	Iteration 54Q: 3 clusters Score -8237808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 43878 members 
Entering Unmasked Estep 
Score: -8237813.500000 Penalty: 5313.269531
	Iteration 55Q: 3 clusters Score -8237814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
Score: -8237813.500000 Penalty: 5313.269531
	Iteration 56Q: 3 clusters Score -8237814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
Score: -8237816.000000 Penalty: 5313.269531
	Iteration 57Q: 3 clusters Score -8237816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -8237815.500000 Penalty: 5313.269531
	Iteration 58Q: 3 clusters Score -8237816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -8237815.500000 Penalty: 5313.269531
	Iteration 59F: 3 clusters Score -8237816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Entering Unmasked Estep 
Score: -8519758.000000 Penalty: 2664.388428
	Iteration 0F: 2 clusters Score -8519758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -8490728.000000 Penalty: 5328.776855
	Iteration 0F: 3 clusters Score -8490728 nChanged 21176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -8502212.000000 Penalty: 5328.776855
	Iteration 1F: 3 clusters Score -8502212 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -8502881.000000 Penalty: 5328.776855
	Iteration 2Q: 3 clusters Score -8502881 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -8503860.000000 Penalty: 5328.776855
	Iteration 3Q: 3 clusters Score -8503860 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -8505528.000000 Penalty: 5328.776855
	Iteration 4F: 3 clusters Score -8505528 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -8508134.000000 Penalty: 5328.776855
	Iteration 5F: 3 clusters Score -8508134 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 38014 members 
Entering Unmasked Estep 
Score: -8511593.000000 Penalty: 5328.776855
	Iteration 6F: 3 clusters Score -8511593 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 41646 members 
Entering Unmasked Estep 
Score: -8514880.000000 Penalty: 5328.776855
	Iteration 7F: 3 clusters Score -8514880 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 44091 members 
Entering Unmasked Estep 
Score: -8516617.000000 Penalty: 5328.776855
	Iteration 8F: 3 clusters Score -8516617 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 45277 members 
Entering Unmasked Estep 
Score: -8517121.000000 Penalty: 5328.776855
	Iteration 9Q: 3 clusters Score -8517121 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 45749 members 
Entering Unmasked Estep 
Score: -8517326.000000 Penalty: 5328.776855
	Iteration 10Q: 3 clusters Score -8517326 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 45934 members 
Entering Unmasked Estep 
Score: -8517398.000000 Penalty: 5328.776855
	Iteration 11Q: 3 clusters Score -8517398 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 46003 members 
Entering Unmasked Estep 
Score: -8517466.000000 Penalty: 5328.776855
	Iteration 12Q: 3 clusters Score -8517466 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -8517523.000000 Penalty: 5328.776855
	Iteration 13Q: 3 clusters Score -8517523 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -8517547.000000 Penalty: 5328.776855
	Iteration 14Q: 3 clusters Score -8517547 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 46066 members 
Entering Unmasked Estep 
Score: -8517565.000000 Penalty: 5328.776855
	Iteration 15Q: 3 clusters Score -8517565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 46071 members 
Entering Unmasked Estep 
Score: -8517593.000000 Penalty: 5328.776855
	Iteration 16Q: 3 clusters Score -8517593 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 46077 members 
Entering Unmasked Estep 
Score: -8517609.000000 Penalty: 5328.776855
	Iteration 17Q: 3 clusters Score -8517609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -8517617.000000 Penalty: 5328.776855
	Iteration 18Q: 3 clusters Score -8517617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 46083 members 
Entering Unmasked Estep 
Score: -8517616.000000 Penalty: 5328.776855
	Iteration 19Q: 3 clusters Score -8517616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 46082 members 
Entering Unmasked Estep 
Score: -8517621.000000 Penalty: 5328.776855
	Iteration 20F: 3 clusters Score -8517621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -8517626.000000 Penalty: 5328.776855
	Iteration 21Q: 3 clusters Score -8517626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 46081 members 
Entering Unmasked Estep 
Score: -8517625.000000 Penalty: 5328.776855
	Iteration 22Q: 3 clusters Score -8517625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 46082 members 
Entering Unmasked Estep 
Score: -8517628.000000 Penalty: 5328.776855
	Iteration 23Q: 3 clusters Score -8517628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 46082 members 
Entering Unmasked Estep 
Score: -8517628.000000 Penalty: 5328.776855
	Iteration 24F: 3 clusters Score -8517628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Entering Unmasked Estep 
Score: -4578023.000000 Penalty: 2518.879639
	Iteration 0F: 2 clusters Score -4578023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -4560053.000000 Penalty: 5037.759277
	Iteration 0F: 3 clusters Score -4560053 nChanged 11586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -4566476.500000 Penalty: 5037.759277
	Iteration 1F: 3 clusters Score -4566476 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -4566916.000000 Penalty: 5037.759277
	Iteration 2Q: 3 clusters Score -4566916 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -4567302.000000 Penalty: 5037.759277
	Iteration 3Q: 3 clusters Score -4567302 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -4567693.500000 Penalty: 5037.759277
	Iteration 4Q: 3 clusters Score -4567694 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -4568182.500000 Penalty: 5037.759277
	Iteration 5Q: 3 clusters Score -4568182 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -4568820.500000 Penalty: 5037.759277
	Iteration 6F: 3 clusters Score -4568820 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -4569663.500000 Penalty: 5037.759277
	Iteration 7F: 3 clusters Score -4569664 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -4570751.000000 Penalty: 5037.759277
	Iteration 8F: 3 clusters Score -4570751 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -4571951.500000 Penalty: 5037.759277
	Iteration 9F: 3 clusters Score -4571952 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -4573099.500000 Penalty: 5037.759277
	Iteration 10F: 3 clusters Score -4573100 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -4574114.000000 Penalty: 5037.759277
	Iteration 11Q: 3 clusters Score -4574114 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -4574799.500000 Penalty: 5037.759277
	Iteration 12Q: 3 clusters Score -4574800 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -4575217.000000 Penalty: 5037.759277
	Iteration 13Q: 3 clusters Score -4575217 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -4575523.000000 Penalty: 5037.759277
	Iteration 14Q: 3 clusters Score -4575523 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -4575716.500000 Penalty: 5037.759277
	Iteration 15Q: 3 clusters Score -4575716 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -4575811.500000 Penalty: 5037.759277
	Iteration 16Q: 3 clusters Score -4575812 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -4575858.500000 Penalty: 5037.759277
	Iteration 17Q: 3 clusters Score -4575858 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 25060 members 
Entering Unmasked Estep 
Score: -4575902.500000 Penalty: 5037.759277
	Iteration 18Q: 3 clusters Score -4575902 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -4575914.000000 Penalty: 5037.759277
	Iteration 19Q: 3 clusters Score -4575914 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -4575930.500000 Penalty: 5037.759277
	Iteration 20F: 3 clusters Score -4575930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -4575943.500000 Penalty: 5037.759277
	Iteration 21Q: 3 clusters Score -4575944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -4575939.500000 Penalty: 5037.759277
	Iteration 22Q: 3 clusters Score -4575940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -4575944.500000 Penalty: 5037.759277
	Iteration 23Q: 3 clusters Score -4575944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -4575947.000000 Penalty: 5037.759277
	Iteration 24Q: 3 clusters Score -4575947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -4575954.000000 Penalty: 5037.759277
	Iteration 25Q: 3 clusters Score -4575954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -4575955.500000 Penalty: 5037.759277
	Iteration 26Q: 3 clusters Score -4575956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -4575955.500000 Penalty: 5037.759277
	Iteration 27F: 3 clusters Score -4575956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (47513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47513 members 
Entering Unmasked Estep 
Score: -8773618.000000 Penalty: 2670.652100
	Iteration 0F: 2 clusters Score -8773618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -8743911.000000 Penalty: 5341.304199
	Iteration 0F: 3 clusters Score -8743911 nChanged 21861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -8755985.000000 Penalty: 5341.304199
	Iteration 1F: 3 clusters Score -8755985 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -8756549.000000 Penalty: 5341.304199
	Iteration 2Q: 3 clusters Score -8756549 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -8757060.000000 Penalty: 5341.304199
	Iteration 3Q: 3 clusters Score -8757060 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -8757621.000000 Penalty: 5341.304199
	Iteration 4Q: 3 clusters Score -8757621 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -8758235.000000 Penalty: 5341.304199
	Iteration 5Q: 3 clusters Score -8758235 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
Score: -8758952.000000 Penalty: 5341.304199
	Iteration 6Q: 3 clusters Score -8758952 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -8759963.000000 Penalty: 5341.304199
	Iteration 7Q: 3 clusters Score -8759963 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -8761114.000000 Penalty: 5341.304199
	Iteration 8Q: 3 clusters Score -8761114 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21192 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -8762458.000000 Penalty: 5341.304199
	Iteration 9F: 3 clusters Score -8762458 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -8763963.000000 Penalty: 5341.304199
	Iteration 10F: 3 clusters Score -8763963 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -8765507.000000 Penalty: 5341.304199
	Iteration 11F: 3 clusters Score -8765507 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 28322 members 
Entering Unmasked Estep 
Score: -8766904.000000 Penalty: 5341.304199
	Iteration 12Q: 3 clusters Score -8766904 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -8767689.000000 Penalty: 5341.304199
	Iteration 13Q: 3 clusters Score -8767689 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -8768139.000000 Penalty: 5341.304199
	Iteration 14Q: 3 clusters Score -8768139 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 30359 members 
Entering Unmasked Estep 
Score: -8768428.000000 Penalty: 5341.304199
	Iteration 15Q: 3 clusters Score -8768428 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -8768630.000000 Penalty: 5341.304199
	Iteration 16Q: 3 clusters Score -8768630 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -8768885.000000 Penalty: 5341.304199
	Iteration 17Q: 3 clusters Score -8768885 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -8769041.000000 Penalty: 5341.304199
	Iteration 18Q: 3 clusters Score -8769041 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -8769233.000000 Penalty: 5341.304199
	Iteration 19Q: 3 clusters Score -8769233 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -8769521.000000 Penalty: 5341.304199
	Iteration 20F: 3 clusters Score -8769521 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 34530 members 
Entering Unmasked Estep 
Score: -8769788.000000 Penalty: 5341.304199
	Iteration 21Q: 3 clusters Score -8769788 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 35269 members 
Entering Unmasked Estep 
Score: -8770036.000000 Penalty: 5341.304199
	Iteration 22Q: 3 clusters Score -8770036 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -8770340.000000 Penalty: 5341.304199
	Iteration 23Q: 3 clusters Score -8770340 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -8770535.000000 Penalty: 5341.304199
	Iteration 24Q: 3 clusters Score -8770535 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 37554 members 
Entering Unmasked Estep 
Score: -8770848.000000 Penalty: 5341.304199
	Iteration 25Q: 3 clusters Score -8770848 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -8771073.000000 Penalty: 5341.304199
	Iteration 26Q: 3 clusters Score -8771073 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 38997 members 
Entering Unmasked Estep 
Score: -8771280.000000 Penalty: 5341.304199
	Iteration 27Q: 3 clusters Score -8771280 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 39727 members 
Entering Unmasked Estep 
Score: -8771499.000000 Penalty: 5341.304199
	Iteration 28Q: 3 clusters Score -8771499 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 40382 members 
Entering Unmasked Estep 
Score: -8771666.000000 Penalty: 5341.304199
	Iteration 29Q: 3 clusters Score -8771666 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -8771821.000000 Penalty: 5341.304199
	Iteration 30Q: 3 clusters Score -8771821 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -8771883.000000 Penalty: 5341.304199
	Iteration 31Q: 3 clusters Score -8771883 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 41913 members 
Entering Unmasked Estep 
Score: -8771995.000000 Penalty: 5341.304199
	Iteration 32Q: 3 clusters Score -8771995 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 42367 members 
Entering Unmasked Estep 
Score: -8772038.000000 Penalty: 5341.304199
	Iteration 33Q: 3 clusters Score -8772038 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 42785 members 
Entering Unmasked Estep 
Score: -8772118.000000 Penalty: 5341.304199
	Iteration 34Q: 3 clusters Score -8772118 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -8772155.000000 Penalty: 5341.304199
	Iteration 35Q: 3 clusters Score -8772155 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 43520 members 
Entering Unmasked Estep 
Score: -8772196.000000 Penalty: 5341.304199
	Iteration 36Q: 3 clusters Score -8772196 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 43864 members 
Entering Unmasked Estep 
Score: -8772127.000000 Penalty: 5341.304199
	Iteration 37Q: 3 clusters Score -8772127 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -8772111.000000 Penalty: 5341.304199
	Iteration 38Q: 3 clusters Score -8772111 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 44426 members 
Entering Unmasked Estep 
Score: -8772091.000000 Penalty: 5341.304199
	Iteration 39Q: 3 clusters Score -8772091 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 44668 members 
Entering Unmasked Estep 
Score: -8772085.000000 Penalty: 5341.304199
	Iteration 40F: 3 clusters Score -8772085 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -8772095.000000 Penalty: 5341.304199
	Iteration 41Q: 3 clusters Score -8772095 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 45124 members 
Entering Unmasked Estep 
Score: -8772073.000000 Penalty: 5341.304199
	Iteration 42Q: 3 clusters Score -8772073 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 45319 members 
Entering Unmasked Estep 
Score: -8772012.000000 Penalty: 5341.304199
	Iteration 43Q: 3 clusters Score -8772012 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 45493 members 
Entering Unmasked Estep 
Score: -8771981.000000 Penalty: 5341.304199
	Iteration 44Q: 3 clusters Score -8771981 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -8771945.000000 Penalty: 5341.304199
	Iteration 45Q: 3 clusters Score -8771945 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 45752 members 
Entering Unmasked Estep 
Score: -8771923.000000 Penalty: 5341.304199
	Iteration 46Q: 3 clusters Score -8771923 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 45856 members 
Entering Unmasked Estep 
Score: -8771892.000000 Penalty: 5341.304199
	Iteration 47Q: 3 clusters Score -8771892 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 45946 members 
Entering Unmasked Estep 
Score: -8771868.000000 Penalty: 5341.304199
	Iteration 48Q: 3 clusters Score -8771868 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 46028 members 
Entering Unmasked Estep 
Score: -8771860.000000 Penalty: 5341.304199
	Iteration 49Q: 3 clusters Score -8771860 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 46106 members 
Entering Unmasked Estep 
Score: -8771853.000000 Penalty: 5341.304199
	Iteration 50Q: 3 clusters Score -8771853 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 46181 members 
Entering Unmasked Estep 
Score: -8771840.000000 Penalty: 5341.304199
	Iteration 51Q: 3 clusters Score -8771840 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 46237 members 
Entering Unmasked Estep 
Score: -8771814.000000 Penalty: 5341.304199
	Iteration 52Q: 3 clusters Score -8771814 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 46288 members 
Entering Unmasked Estep 
Score: -8771795.000000 Penalty: 5341.304199
	Iteration 53Q: 3 clusters Score -8771795 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 46332 members 
Entering Unmasked Estep 
Score: -8771805.000000 Penalty: 5341.304199
	Iteration 54Q: 3 clusters Score -8771805 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 46375 members 
Entering Unmasked Estep 
Score: -8771791.000000 Penalty: 5341.304199
	Iteration 55Q: 3 clusters Score -8771791 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 46414 members 
Entering Unmasked Estep 
Score: -8771784.000000 Penalty: 5341.304199
	Iteration 56Q: 3 clusters Score -8771784 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 46442 members 
Entering Unmasked Estep 
Score: -8771776.000000 Penalty: 5341.304199
	Iteration 57Q: 3 clusters Score -8771776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 46470 members 
Entering Unmasked Estep 
Score: -8771768.000000 Penalty: 5341.304199
	Iteration 58Q: 3 clusters Score -8771768 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 46501 members 
Entering Unmasked Estep 
Score: -8771764.000000 Penalty: 5341.304199
	Iteration 59Q: 3 clusters Score -8771764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 46525 members 
Entering Unmasked Estep 
Score: -8771757.000000 Penalty: 5341.304199
	Iteration 60F: 3 clusters Score -8771757 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 46545 members 
Entering Unmasked Estep 
Score: -8771748.000000 Penalty: 5341.304199
	Iteration 61Q: 3 clusters Score -8771748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 46565 members 
Entering Unmasked Estep 
Score: -8771747.000000 Penalty: 5341.304199
	Iteration 62Q: 3 clusters Score -8771747 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 46580 members 
Entering Unmasked Estep 
Score: -8771742.000000 Penalty: 5341.304199
	Iteration 63Q: 3 clusters Score -8771742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 46596 members 
Entering Unmasked Estep 
Score: -8771738.000000 Penalty: 5341.304199
	Iteration 64Q: 3 clusters Score -8771738 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -8771742.000000 Penalty: 5341.304199
	Iteration 65Q: 3 clusters Score -8771742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 46624 members 
Entering Unmasked Estep 
Score: -8771740.000000 Penalty: 5341.304199
	Iteration 66Q: 3 clusters Score -8771740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 46632 members 
Entering Unmasked Estep 
Score: -8771754.000000 Penalty: 5341.304199
	Iteration 67Q: 3 clusters Score -8771754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 46637 members 
Entering Unmasked Estep 
Score: -8771744.000000 Penalty: 5341.304199
	Iteration 68Q: 3 clusters Score -8771744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 46641 members 
Entering Unmasked Estep 
Score: -8771741.000000 Penalty: 5341.304199
	Iteration 69Q: 3 clusters Score -8771741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -8771737.000000 Penalty: 5341.304199
	Iteration 70Q: 3 clusters Score -8771737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
Score: -8771743.000000 Penalty: 5341.304199
	Iteration 71Q: 3 clusters Score -8771743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 46648 members 
Entering Unmasked Estep 
Score: -8771743.000000 Penalty: 5341.304199
	Iteration 72F: 3 clusters Score -8771743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (48712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Entering Unmasked Estep 
Score: -8887690.000000 Penalty: 2676.833008
	Iteration 0F: 2 clusters Score -8887690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -8856721.000000 Penalty: 5353.666016
	Iteration 0F: 3 clusters Score -8856721 nChanged 22465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -8869143.000000 Penalty: 5353.666016
	Iteration 1F: 3 clusters Score -8869143 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -8869657.000000 Penalty: 5353.666016
	Iteration 2Q: 3 clusters Score -8869657 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -8870046.000000 Penalty: 5353.666016
	Iteration 3Q: 3 clusters Score -8870046 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -8870415.000000 Penalty: 5353.666016
	Iteration 4Q: 3 clusters Score -8870415 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -8870839.000000 Penalty: 5353.666016
	Iteration 5Q: 3 clusters Score -8870839 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -8871249.000000 Penalty: 5353.666016
	Iteration 6Q: 3 clusters Score -8871249 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23130 members 
Mstep: Class 2 contains 25582 members 
Entering Unmasked Estep 
Score: -8871647.000000 Penalty: 5353.666016
	Iteration 7Q: 3 clusters Score -8871647 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -8872086.000000 Penalty: 5353.666016
	Iteration 8Q: 3 clusters Score -8872086 nChanged 1684
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -8872718 nChanged 1853
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -8873514 nChanged 2114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -8874589 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8875942 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
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	Iteration 13F: 3 clusters Score -8877603 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8879122 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8880170 nChanged 1582
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8880792 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8881105 nChanged 859
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8881389 nChanged 860
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8881724 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 34330 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8882136 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8882528 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8882991 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 36212 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8883462 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 36881 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8883962 nChanged 888
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Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8884460 nChanged 854
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8884904 nChanged 793
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8885249 nChanged 738
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 39172 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8885679 nChanged 650
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Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 39604 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8886038 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8886309 nChanged 510
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Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8886525 nChanged 394
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Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 40619 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8886656 nChanged 336
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 40895 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8886762 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 41142 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8886840 nChanged 268
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Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8886885 nChanged 234
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Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 41612 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8886944 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8886916 nChanged 209
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 42033 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8886904 nChanged 207
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 42234 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8886893 nChanged 216
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Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 42450 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8886898 nChanged 212
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Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 42648 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8886853 nChanged 213
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Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8886818 nChanged 233
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Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 43092 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8886797 nChanged 249
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Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 43339 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 43557 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8886786 nChanged 211
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Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 43766 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8886776 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 43980 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8886785 nChanged 187
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Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 44167 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8886762 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 44330 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8886721 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 44484 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8886722 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 44628 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8886716 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 44764 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8886687 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 44885 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8886682 nChanged 97
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Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8886677 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 45081 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8886661 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 45170 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8886647 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 45251 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8886627 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 45332 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8886624 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 45394 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8886622 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 45442 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8886630 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8886615 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 45525 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8886616 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 45559 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8886599 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8886598 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 45612 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8886583 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8886583 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 45668 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8886589 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 45691 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8886563 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 45723 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8886563 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 45751 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8886570 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 45771 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8886563 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8886555 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 45815 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8886564 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 45839 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8886577 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 45857 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8886556 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45872 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8886553 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8886556 nChanged 11
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Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8886548 nChanged 9
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Mstep: Class 1 contains 2809 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8886540 nChanged 12
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Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 45915 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8886535 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 45927 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8886539 nChanged 15
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Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 45942 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8886527 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 45951 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8886521 nChanged 10
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Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 45959 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8886522 nChanged 5
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Mstep: Class 2 contains 45962 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8886525 nChanged 6
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8886519 nChanged 8
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Mstep: Class 1 contains 2736 members 
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	Iteration 87Q: 3 clusters Score -8886509 nChanged 10
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Mstep: Class 1 contains 2726 members 
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	Iteration 88Q: 3 clusters Score -8886516 nChanged 12
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	Iteration 89Q: 3 clusters Score -8886513 nChanged 15
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	Iteration 90Q: 3 clusters Score -8886493 nChanged 10
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Mstep: Class 1 contains 2691 members 
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	Iteration 91Q: 3 clusters Score -8886489 nChanged 14
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Mstep: Class 1 contains 2677 members 
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	Iteration 92Q: 3 clusters Score -8886489 nChanged 15
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	Iteration 93Q: 3 clusters Score -8886486 nChanged 12
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	Iteration 94Q: 3 clusters Score -8886500 nChanged 10
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	Iteration 95Q: 3 clusters Score -8886493 nChanged 12
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	Iteration 96Q: 3 clusters Score -8886502 nChanged 12
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8886511 nChanged 9
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8886505 nChanged 13
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8886495 nChanged 9
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Mstep: Class 2 contains 46123 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8886486 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8886491 nChanged 10
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Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 46138 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8886491 nChanged 7
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Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -8886491.000000 Penalty: 5353.666016
	Iteration 103Q: 3 clusters Score -8886491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
Score: -8886500.000000 Penalty: 5353.666016
	Iteration 104Q: 3 clusters Score -8886500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 46153 members 
Entering Unmasked Estep 
Score: -8886498.000000 Penalty: 5353.666016
	Iteration 105Q: 3 clusters Score -8886498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 46154 members 
Entering Unmasked Estep 
Score: -8886500.000000 Penalty: 5353.666016
	Iteration 106Q: 3 clusters Score -8886500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 46154 members 
Entering Unmasked Estep 
Score: -8886500.000000 Penalty: 5353.666016
	Iteration 107F: 3 clusters Score -8886500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (51506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51506 members 
Entering Unmasked Estep 
Score: -9352635.000000 Penalty: 2690.664551
	Iteration 0F: 2 clusters Score -9352635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25897 members 
Mstep: Class 2 contains 25609 members 
Entering Unmasked Estep 
Score: -9319915.000000 Penalty: 5381.329102
	Iteration 0F: 3 clusters Score -9319915 nChanged 23639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -9333089.000000 Penalty: 5381.329102
	Iteration 1F: 3 clusters Score -9333089 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -9333624.000000 Penalty: 5381.329102
	Iteration 2Q: 3 clusters Score -9333624 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27860 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -9334182.000000 Penalty: 5381.329102
	Iteration 3Q: 3 clusters Score -9334182 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -9334746.000000 Penalty: 5381.329102
	Iteration 4Q: 3 clusters Score -9334746 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -9335513.000000 Penalty: 5381.329102
	Iteration 5Q: 3 clusters Score -9335513 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -9336614.000000 Penalty: 5381.329102
	Iteration 6Q: 3 clusters Score -9336614 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -9338308.000000 Penalty: 5381.329102
	Iteration 7F: 3 clusters Score -9338308 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -9340723.000000 Penalty: 5381.329102
	Iteration 8F: 3 clusters Score -9340723 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -9343535.000000 Penalty: 5381.329102
	Iteration 9F: 3 clusters Score -9343535 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -9345933.000000 Penalty: 5381.329102
	Iteration 10F: 3 clusters Score -9345933 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -9347435.000000 Penalty: 5381.329102
	Iteration 11Q: 3 clusters Score -9347435 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47007 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -9348443.000000 Penalty: 5381.329102
	Iteration 12Q: 3 clusters Score -9348443 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47902 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -9348940.000000 Penalty: 5381.329102
	Iteration 13Q: 3 clusters Score -9348940 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -9349254.000000 Penalty: 5381.329102
	Iteration 14Q: 3 clusters Score -9349254 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48896 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -9349494.000000 Penalty: 5381.329102
	Iteration 15Q: 3 clusters Score -9349494 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49186 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -9349692.000000 Penalty: 5381.329102
	Iteration 16Q: 3 clusters Score -9349692 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -9349825.000000 Penalty: 5381.329102
	Iteration 17Q: 3 clusters Score -9349825 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49577 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -9349906.000000 Penalty: 5381.329102
	Iteration 18Q: 3 clusters Score -9349906 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49718 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -9349996.000000 Penalty: 5381.329102
	Iteration 19Q: 3 clusters Score -9349996 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49829 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -9350066.000000 Penalty: 5381.329102
	Iteration 20F: 3 clusters Score -9350066 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49921 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -9350112.000000 Penalty: 5381.329102
	Iteration 21Q: 3 clusters Score -9350112 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50008 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -9350152.000000 Penalty: 5381.329102
	Iteration 22Q: 3 clusters Score -9350152 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -9350193.000000 Penalty: 5381.329102
	Iteration 23Q: 3 clusters Score -9350193 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50116 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -9350216.000000 Penalty: 5381.329102
	Iteration 24Q: 3 clusters Score -9350216 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50148 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -9350239.000000 Penalty: 5381.329102
	Iteration 25Q: 3 clusters Score -9350239 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50166 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -9350245.000000 Penalty: 5381.329102
	Iteration 26Q: 3 clusters Score -9350245 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50193 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -9350265.000000 Penalty: 5381.329102
	Iteration 27Q: 3 clusters Score -9350265 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50225 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -9350286.000000 Penalty: 5381.329102
	Iteration 28Q: 3 clusters Score -9350286 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50249 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -9350313.000000 Penalty: 5381.329102
	Iteration 29Q: 3 clusters Score -9350313 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50272 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -9350330.000000 Penalty: 5381.329102
	Iteration 30Q: 3 clusters Score -9350330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50294 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -9350331.000000 Penalty: 5381.329102
	Iteration 31Q: 3 clusters Score -9350331 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50312 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -9350347.000000 Penalty: 5381.329102
	Iteration 32Q: 3 clusters Score -9350347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50321 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -9350363.000000 Penalty: 5381.329102
	Iteration 33Q: 3 clusters Score -9350363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50332 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -9350368.000000 Penalty: 5381.329102
	Iteration 34Q: 3 clusters Score -9350368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50337 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -9350372.000000 Penalty: 5381.329102
	Iteration 35Q: 3 clusters Score -9350372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50342 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -9350370.000000 Penalty: 5381.329102
	Iteration 36Q: 3 clusters Score -9350370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50347 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -9350368.000000 Penalty: 5381.329102
	Iteration 37Q: 3 clusters Score -9350368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50350 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -9350374.000000 Penalty: 5381.329102
	Iteration 38Q: 3 clusters Score -9350374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50354 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -9350366.000000 Penalty: 5381.329102
	Iteration 39Q: 3 clusters Score -9350366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50361 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -9350370.000000 Penalty: 5381.329102
	Iteration 40F: 3 clusters Score -9350370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50365 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -9350374.000000 Penalty: 5381.329102
	Iteration 41Q: 3 clusters Score -9350374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50365 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -9350382.000000 Penalty: 5381.329102
	Iteration 42Q: 3 clusters Score -9350382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50367 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -9350378.000000 Penalty: 5381.329102
	Iteration 43Q: 3 clusters Score -9350378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50366 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -9350382.000000 Penalty: 5381.329102
	Iteration 44Q: 3 clusters Score -9350382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50366 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -9350382.000000 Penalty: 5381.329102
	Iteration 45F: 3 clusters Score -9350382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (48920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48920 members 
Entering Unmasked Estep 
Score: -9100762.000000 Penalty: 2677.889404
	Iteration 0F: 2 clusters Score -9100762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -9072362.000000 Penalty: 5355.778809
	Iteration 0F: 3 clusters Score -9072362 nChanged 22493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -9084903.000000 Penalty: 5355.778809
	Iteration 1F: 3 clusters Score -9084903 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -9085501.000000 Penalty: 5355.778809
	Iteration 2Q: 3 clusters Score -9085501 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -9086080.000000 Penalty: 5355.778809
	Iteration 3Q: 3 clusters Score -9086080 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -9086717.000000 Penalty: 5355.778809
	Iteration 4Q: 3 clusters Score -9086717 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -9087386.000000 Penalty: 5355.778809
	Iteration 5Q: 3 clusters Score -9087386 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -9088254.000000 Penalty: 5355.778809
	Iteration 6Q: 3 clusters Score -9088254 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -9089510.000000 Penalty: 5355.778809
	Iteration 7Q: 3 clusters Score -9089510 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 27500 members 
Entering Unmasked Estep 
Score: -9091105.000000 Penalty: 5355.778809
	Iteration 8F: 3 clusters Score -9091105 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -9093284.000000 Penalty: 5355.778809
	Iteration 9F: 3 clusters Score -9093284 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -9095278.000000 Penalty: 5355.778809
	Iteration 10F: 3 clusters Score -9095278 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -9096522.000000 Penalty: 5355.778809
	Iteration 11Q: 3 clusters Score -9096522 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -9097018.000000 Penalty: 5355.778809
	Iteration 12Q: 3 clusters Score -9097018 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -9097289.000000 Penalty: 5355.778809
	Iteration 13Q: 3 clusters Score -9097289 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -9097518.000000 Penalty: 5355.778809
	Iteration 14Q: 3 clusters Score -9097518 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -9097737.000000 Penalty: 5355.778809
	Iteration 15Q: 3 clusters Score -9097737 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 34223 members 
Entering Unmasked Estep 
Score: -9097961.000000 Penalty: 5355.778809
	Iteration 16Q: 3 clusters Score -9097961 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -9098180.000000 Penalty: 5355.778809
	Iteration 17Q: 3 clusters Score -9098180 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -9098427.000000 Penalty: 5355.778809
	Iteration 18Q: 3 clusters Score -9098427 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -9098652.000000 Penalty: 5355.778809
	Iteration 19Q: 3 clusters Score -9098652 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -9098803.000000 Penalty: 5355.778809
	Iteration 20F: 3 clusters Score -9098803 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -9098939.000000 Penalty: 5355.778809
	Iteration 21Q: 3 clusters Score -9098939 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -9099036.000000 Penalty: 5355.778809
	Iteration 22Q: 3 clusters Score -9099036 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 40069 members 
Entering Unmasked Estep 
Score: -9099146.000000 Penalty: 5355.778809
	Iteration 23Q: 3 clusters Score -9099146 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 40831 members 
Entering Unmasked Estep 
Score: -9099330.000000 Penalty: 5355.778809
	Iteration 24Q: 3 clusters Score -9099330 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 41486 members 
Entering Unmasked Estep 
Score: -9099449.000000 Penalty: 5355.778809
	Iteration 25Q: 3 clusters Score -9099449 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
Score: -9099525.000000 Penalty: 5355.778809
	Iteration 26Q: 3 clusters Score -9099525 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -9099515.000000 Penalty: 5355.778809
	Iteration 27Q: 3 clusters Score -9099515 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 42919 members 
Entering Unmasked Estep 
Score: -9099526.000000 Penalty: 5355.778809
	Iteration 28Q: 3 clusters Score -9099526 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -9099529.000000 Penalty: 5355.778809
	Iteration 29Q: 3 clusters Score -9099529 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -9099525.000000 Penalty: 5355.778809
	Iteration 30Q: 3 clusters Score -9099525 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 43873 members 
Entering Unmasked Estep 
Score: -9099507.000000 Penalty: 5355.778809
	Iteration 31Q: 3 clusters Score -9099507 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 44155 members 
Entering Unmasked Estep 
Score: -9099486.000000 Penalty: 5355.778809
	Iteration 32Q: 3 clusters Score -9099486 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -9099496.000000 Penalty: 5355.778809
	Iteration 33Q: 3 clusters Score -9099496 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -9099451.000000 Penalty: 5355.778809
	Iteration 34Q: 3 clusters Score -9099451 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 44738 members 
Entering Unmasked Estep 
Score: -9099451.000000 Penalty: 5355.778809
	Iteration 35Q: 3 clusters Score -9099451 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 44883 members 
Entering Unmasked Estep 
Score: -9099405.000000 Penalty: 5355.778809
	Iteration 36Q: 3 clusters Score -9099405 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 45018 members 
Entering Unmasked Estep 
Score: -9099424.000000 Penalty: 5355.778809
	Iteration 37Q: 3 clusters Score -9099424 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 45152 members 
Entering Unmasked Estep 
Score: -9099451.000000 Penalty: 5355.778809
	Iteration 38Q: 3 clusters Score -9099451 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -9099434.000000 Penalty: 5355.778809
	Iteration 39Q: 3 clusters Score -9099434 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 45414 members 
Entering Unmasked Estep 
Score: -9099441.000000 Penalty: 5355.778809
	Iteration 40F: 3 clusters Score -9099441 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -9099423.000000 Penalty: 5355.778809
	Iteration 41Q: 3 clusters Score -9099423 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -9099432.000000 Penalty: 5355.778809
	Iteration 42Q: 3 clusters Score -9099432 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 45729 members 
Entering Unmasked Estep 
Score: -9099394.000000 Penalty: 5355.778809
	Iteration 43Q: 3 clusters Score -9099394 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 45812 members 
Entering Unmasked Estep 
Score: -9099372.000000 Penalty: 5355.778809
	Iteration 44Q: 3 clusters Score -9099372 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 45886 members 
Entering Unmasked Estep 
Score: -9099372.000000 Penalty: 5355.778809
	Iteration 45Q: 3 clusters Score -9099372 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 45965 members 
Entering Unmasked Estep 
Score: -9099382.000000 Penalty: 5355.778809
	Iteration 46Q: 3 clusters Score -9099382 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 46023 members 
Entering Unmasked Estep 
Score: -9099365.000000 Penalty: 5355.778809
	Iteration 47Q: 3 clusters Score -9099365 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 46086 members 
Entering Unmasked Estep 
Score: -9099364.000000 Penalty: 5355.778809
	Iteration 48Q: 3 clusters Score -9099364 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 46132 members 
Entering Unmasked Estep 
Score: -9099346.000000 Penalty: 5355.778809
	Iteration 49Q: 3 clusters Score -9099346 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 46181 members 
Entering Unmasked Estep 
Score: -9099339.000000 Penalty: 5355.778809
	Iteration 50Q: 3 clusters Score -9099339 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 46236 members 
Entering Unmasked Estep 
Score: -9099358.000000 Penalty: 5355.778809
	Iteration 51Q: 3 clusters Score -9099358 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 46289 members 
Entering Unmasked Estep 
Score: -9099357.000000 Penalty: 5355.778809
	Iteration 52Q: 3 clusters Score -9099357 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 46340 members 
Entering Unmasked Estep 
Score: -9099360.000000 Penalty: 5355.778809
	Iteration 53Q: 3 clusters Score -9099360 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -9099340.000000 Penalty: 5355.778809
	Iteration 54Q: 3 clusters Score -9099340 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 46425 members 
Entering Unmasked Estep 
Score: -9099343.000000 Penalty: 5355.778809
	Iteration 55Q: 3 clusters Score -9099343 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 46454 members 
Entering Unmasked Estep 
Score: -9099340.000000 Penalty: 5355.778809
	Iteration 56Q: 3 clusters Score -9099340 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 46487 members 
Entering Unmasked Estep 
Score: -9099349.000000 Penalty: 5355.778809
	Iteration 57Q: 3 clusters Score -9099349 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 46513 members 
Entering Unmasked Estep 
Score: -9099334.000000 Penalty: 5355.778809
	Iteration 58Q: 3 clusters Score -9099334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 46533 members 
Entering Unmasked Estep 
Score: -9099333.000000 Penalty: 5355.778809
	Iteration 59Q: 3 clusters Score -9099333 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 46556 members 
Entering Unmasked Estep 
Score: -9099337.000000 Penalty: 5355.778809
	Iteration 60F: 3 clusters Score -9099337 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 46575 members 
Entering Unmasked Estep 
Score: -9099328.000000 Penalty: 5355.778809
	Iteration 61Q: 3 clusters Score -9099328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 46595 members 
Entering Unmasked Estep 
Score: -9099322.000000 Penalty: 5355.778809
	Iteration 62Q: 3 clusters Score -9099322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 46613 members 
Entering Unmasked Estep 
Score: -9099317.000000 Penalty: 5355.778809
	Iteration 63Q: 3 clusters Score -9099317 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 46635 members 
Entering Unmasked Estep 
Score: -9099313.000000 Penalty: 5355.778809
	Iteration 64Q: 3 clusters Score -9099313 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 46660 members 
Entering Unmasked Estep 
Score: -9099309.000000 Penalty: 5355.778809
	Iteration 65Q: 3 clusters Score -9099309 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 46681 members 
Entering Unmasked Estep 
Score: -9099314.000000 Penalty: 5355.778809
	Iteration 66Q: 3 clusters Score -9099314 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -9099306.000000 Penalty: 5355.778809
	Iteration 67Q: 3 clusters Score -9099306 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 46722 members 
Entering Unmasked Estep 
Score: -9099308.000000 Penalty: 5355.778809
	Iteration 68Q: 3 clusters Score -9099308 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 46743 members 
Entering Unmasked Estep 
Score: -9099279.000000 Penalty: 5355.778809
	Iteration 69Q: 3 clusters Score -9099279 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
Score: -9099294.000000 Penalty: 5355.778809
	Iteration 70Q: 3 clusters Score -9099294 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 46795 members 
Entering Unmasked Estep 
Score: -9099300.000000 Penalty: 5355.778809
	Iteration 71Q: 3 clusters Score -9099300 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 46825 members 
Entering Unmasked Estep 
Score: -9099285.000000 Penalty: 5355.778809
	Iteration 72Q: 3 clusters Score -9099285 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 46847 members 
Entering Unmasked Estep 
Score: -9099296.000000 Penalty: 5355.778809
	Iteration 73Q: 3 clusters Score -9099296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 46867 members 
Entering Unmasked Estep 
Score: -9099292.000000 Penalty: 5355.778809
	Iteration 74Q: 3 clusters Score -9099292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 46888 members 
Entering Unmasked Estep 
Score: -9099289.000000 Penalty: 5355.778809
	Iteration 75Q: 3 clusters Score -9099289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 46900 members 
Entering Unmasked Estep 
Score: -9099297.000000 Penalty: 5355.778809
	Iteration 76Q: 3 clusters Score -9099297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 46916 members 
Entering Unmasked Estep 
Score: -9099299.000000 Penalty: 5355.778809
	Iteration 77Q: 3 clusters Score -9099299 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 46930 members 
Entering Unmasked Estep 
Score: -9099291.000000 Penalty: 5355.778809
	Iteration 78Q: 3 clusters Score -9099291 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 46948 members 
Entering Unmasked Estep 
Score: -9099280.000000 Penalty: 5355.778809
	Iteration 79Q: 3 clusters Score -9099280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 46966 members 
Entering Unmasked Estep 
Score: -9099272.000000 Penalty: 5355.778809
	Iteration 80F: 3 clusters Score -9099272 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 46985 members 
Entering Unmasked Estep 
Score: -9099278.000000 Penalty: 5355.778809
	Iteration 81Q: 3 clusters Score -9099278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
Score: -9099285.000000 Penalty: 5355.778809
	Iteration 82Q: 3 clusters Score -9099285 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -9099271.000000 Penalty: 5355.778809
	Iteration 83Q: 3 clusters Score -9099271 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 47043 members 
Entering Unmasked Estep 
Score: -9099273.000000 Penalty: 5355.778809
	Iteration 84Q: 3 clusters Score -9099273 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 47063 members 
Entering Unmasked Estep 
Score: -9099274.000000 Penalty: 5355.778809
	Iteration 85Q: 3 clusters Score -9099274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 47083 members 
Entering Unmasked Estep 
Score: -9099282.000000 Penalty: 5355.778809
	Iteration 86Q: 3 clusters Score -9099282 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 47105 members 
Entering Unmasked Estep 
Score: -9099270.000000 Penalty: 5355.778809
	Iteration 87Q: 3 clusters Score -9099270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 47120 members 
Entering Unmasked Estep 
Score: -9099282.000000 Penalty: 5355.778809
	Iteration 88Q: 3 clusters Score -9099282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 47136 members 
Entering Unmasked Estep 
Score: -9099274.000000 Penalty: 5355.778809
	Iteration 89Q: 3 clusters Score -9099274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 47144 members 
Entering Unmasked Estep 
Score: -9099273.000000 Penalty: 5355.778809
	Iteration 90Q: 3 clusters Score -9099273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 47152 members 
Entering Unmasked Estep 
Score: -9099276.000000 Penalty: 5355.778809
	Iteration 91Q: 3 clusters Score -9099276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 47154 members 
Entering Unmasked Estep 
Score: -9099272.000000 Penalty: 5355.778809
	Iteration 92Q: 3 clusters Score -9099272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 47160 members 
Entering Unmasked Estep 
Score: -9099261.000000 Penalty: 5355.778809
	Iteration 93Q: 3 clusters Score -9099261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 47169 members 
Entering Unmasked Estep 
Score: -9099257.000000 Penalty: 5355.778809
	Iteration 94Q: 3 clusters Score -9099257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 47176 members 
Entering Unmasked Estep 
Score: -9099261.000000 Penalty: 5355.778809
	Iteration 95Q: 3 clusters Score -9099261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 47184 members 
Entering Unmasked Estep 
Score: -9099261.000000 Penalty: 5355.778809
	Iteration 96Q: 3 clusters Score -9099261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 47192 members 
Entering Unmasked Estep 
Score: -9099263.000000 Penalty: 5355.778809
	Iteration 97Q: 3 clusters Score -9099263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 47202 members 
Entering Unmasked Estep 
Score: -9099266.000000 Penalty: 5355.778809
	Iteration 98Q: 3 clusters Score -9099266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 47211 members 
Entering Unmasked Estep 
Score: -9099259.000000 Penalty: 5355.778809
	Iteration 99Q: 3 clusters Score -9099259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 47216 members 
Entering Unmasked Estep 
Score: -9099272.000000 Penalty: 5355.778809
	Iteration 100F: 3 clusters Score -9099272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 47224 members 
Entering Unmasked Estep 
Score: -9099270.000000 Penalty: 5355.778809
	Iteration 101Q: 3 clusters Score -9099270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 47229 members 
Entering Unmasked Estep 
Score: -9099260.000000 Penalty: 5355.778809
	Iteration 102Q: 3 clusters Score -9099260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 47236 members 
Entering Unmasked Estep 
Score: -9099263.000000 Penalty: 5355.778809
	Iteration 103Q: 3 clusters Score -9099263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 47242 members 
Entering Unmasked Estep 
Score: -9099264.000000 Penalty: 5355.778809
	Iteration 104Q: 3 clusters Score -9099264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 47252 members 
Entering Unmasked Estep 
Score: -9099256.000000 Penalty: 5355.778809
	Iteration 105Q: 3 clusters Score -9099256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 47261 members 
Entering Unmasked Estep 
Score: -9099262.000000 Penalty: 5355.778809
	Iteration 106Q: 3 clusters Score -9099262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 47265 members 
Entering Unmasked Estep 
Score: -9099258.000000 Penalty: 5355.778809
	Iteration 107Q: 3 clusters Score -9099258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 47270 members 
Entering Unmasked Estep 
Score: -9099271.000000 Penalty: 5355.778809
	Iteration 108Q: 3 clusters Score -9099271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 47273 members 
Entering Unmasked Estep 
Score: -9099270.000000 Penalty: 5355.778809
	Iteration 109Q: 3 clusters Score -9099270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 47278 members 
Entering Unmasked Estep 
Score: -9099259.000000 Penalty: 5355.778809
	Iteration 110Q: 3 clusters Score -9099259 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 47289 members 
Entering Unmasked Estep 
Score: -9099238.000000 Penalty: 5355.778809
	Iteration 111Q: 3 clusters Score -9099238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 47297 members 
Entering Unmasked Estep 
Score: -9099243.000000 Penalty: 5355.778809
	Iteration 112Q: 3 clusters Score -9099243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 47302 members 
Entering Unmasked Estep 
Score: -9099245.000000 Penalty: 5355.778809
	Iteration 113Q: 3 clusters Score -9099245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 47308 members 
Entering Unmasked Estep 
Score: -9099252.000000 Penalty: 5355.778809
	Iteration 114Q: 3 clusters Score -9099252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 47313 members 
Entering Unmasked Estep 
Score: -9099250.000000 Penalty: 5355.778809
	Iteration 115Q: 3 clusters Score -9099250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 47313 members 
Entering Unmasked Estep 
Score: -9099250.000000 Penalty: 5355.778809
	Iteration 116Q: 3 clusters Score -9099250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 47315 members 
Entering Unmasked Estep 
Score: -9099250.000000 Penalty: 5355.778809
	Iteration 117Q: 3 clusters Score -9099250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 47317 members 
Entering Unmasked Estep 
Score: -9099241.000000 Penalty: 5355.778809
	Iteration 118Q: 3 clusters Score -9099241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 47319 members 
Entering Unmasked Estep 
Score: -9099247.000000 Penalty: 5355.778809
	Iteration 119Q: 3 clusters Score -9099247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 47320 members 
Entering Unmasked Estep 
Score: -9099252.000000 Penalty: 5355.778809
	Iteration 120F: 3 clusters Score -9099252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -336113.187500 Penalty: 1867.292847
	Iteration 0F: 2 clusters Score -336113.2 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: -333597.875000 Penalty: 3734.585693
	Iteration 0F: 3 clusters Score -333597.9 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -334043.406250 Penalty: 3734.585693
	Iteration 1F: 3 clusters Score -334043.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -334154.687500 Penalty: 3734.585693
	Iteration 2F: 3 clusters Score -334154.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -334220.031250 Penalty: 3734.585693
	Iteration 3Q: 3 clusters Score -334220 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -334257.156250 Penalty: 3734.585693
	Iteration 4Q: 3 clusters Score -334257.2 nChanged 31
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: -334278.750000 Penalty: 3734.585693
	Iteration 5Q: 3 clusters Score -334278.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -334297.156250 Penalty: 3734.585693
	Iteration 6Q: 3 clusters Score -334297.2 nChanged 16
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: -334307.968750 Penalty: 3734.585693
	Iteration 7Q: 3 clusters Score -334308 nChanged 11
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: -334314.812500 Penalty: 3734.585693
	Iteration 8Q: 3 clusters Score -334314.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -334318.562500 Penalty: 3734.585693
	Iteration 9Q: 3 clusters Score -334318.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -334324.531250 Penalty: 3734.585693
	Iteration 10Q: 3 clusters Score -334324.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -334328.781250 Penalty: 3734.585693
	Iteration 11Q: 3 clusters Score -334328.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -334332.781250 Penalty: 3734.585693
	Iteration 12Q: 3 clusters Score -334332.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -334336.468750 Penalty: 3734.585693
	Iteration 13Q: 3 clusters Score -334336.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -334339.343750 Penalty: 3734.585693
	Iteration 14Q: 3 clusters Score -334339.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -334344.125000 Penalty: 3734.585693
	Iteration 15Q: 3 clusters Score -334344.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -334350.218750 Penalty: 3734.585693
	Iteration 16Q: 3 clusters Score -334350.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -334355.468750 Penalty: 3734.585693
	Iteration 17Q: 3 clusters Score -334355.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -334358.781250 Penalty: 3734.585693
	Iteration 18Q: 3 clusters Score -334358.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -334360.906250 Penalty: 3734.585693
	Iteration 19Q: 3 clusters Score -334360.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -334363.000000 Penalty: 3734.585693
	Iteration 20F: 3 clusters Score -334363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -334363.687500 Penalty: 3734.585693
	Iteration 21Q: 3 clusters Score -334363.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -334363.656250 Penalty: 3734.585693
	Iteration 22Q: 3 clusters Score -334363.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -334363.656250 Penalty: 3734.585693
	Iteration 23F: 3 clusters Score -334363.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50124 members 
Mstep: Class 2 contains 50279 members 
Mstep: Class 3 contains 6059 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44274 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 46316 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45202 members 
Mstep: Class 13 contains 2306 members 
Mstep: Class 14 contains 52702 members 
Mstep: Class 15 contains 984 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 44902 members 
Mstep: Class 18 contains 46328 members 
Mstep: Class 19 contains 25765 members 
Mstep: Class 20 contains 47513 members 
Mstep: Class 21 contains 48712 members 
Mstep: Class 22 contains 51506 members 
Mstep: Class 23 contains 48920 members 
Mstep: Class 24 contains 1862 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 239Q: 24 clusters Score -1.111982e+08 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50178 members 
Mstep: Class 2 contains 50287 members 
Mstep: Class 3 contains 6080 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44277 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 46311 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45255 members 
Mstep: Class 13 contains 2305 members 
Mstep: Class 14 contains 52684 members 
Mstep: Class 15 contains 984 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 44894 members 
Mstep: Class 18 contains 46313 members 
Mstep: Class 19 contains 25746 members 
Mstep: Class 20 contains 47510 members 
Mstep: Class 21 contains 48683 members 
Mstep: Class 22 contains 51522 members 
Mstep: Class 23 contains 48884 members 
Mstep: Class 24 contains 1841 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 240F: 24 clusters Score -1.111984e+08 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50234 members 
Mstep: Class 2 contains 50285 members 
Mstep: Class 3 contains 6101 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44274 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 46309 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45290 members 
Mstep: Class 13 contains 2302 members 
Mstep: Class 14 contains 52680 members 
Mstep: Class 15 contains 981 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 44883 members 
Mstep: Class 18 contains 46304 members 
Mstep: Class 19 contains 25737 members 
Mstep: Class 20 contains 47508 members 
Mstep: Class 21 contains 48664 members 
Mstep: Class 22 contains 51525 members 
Mstep: Class 23 contains 48852 members 
Mstep: Class 24 contains 1825 members 
Entering Unmasked Estep 
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Iteration 241Q: 24 clusters Score -1.111984e+08 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50292 members 
Mstep: Class 2 contains 50302 members 
Mstep: Class 3 contains 6113 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44263 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 46305 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45340 members 
Mstep: Class 13 contains 2300 members 
Mstep: Class 14 contains 52657 members 
Mstep: Class 15 contains 978 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 44870 members 
Mstep: Class 18 contains 46294 members 
Mstep: Class 19 contains 25724 members 
Mstep: Class 20 contains 47488 members 
Mstep: Class 21 contains 48656 members 
Mstep: Class 22 contains 51540 members 
Mstep: Class 23 contains 48821 members 
Mstep: Class 24 contains 1811 members 
Entering Unmasked Estep 
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Iteration 242Q: 24 clusters Score -1.111985e+08 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50378 members 
Mstep: Class 2 contains 50325 members 
Mstep: Class 3 contains 6117 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44254 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 46289 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45382 members 
Mstep: Class 13 contains 2299 members 
Mstep: Class 14 contains 52647 members 
Mstep: Class 15 contains 976 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 44859 members 
Mstep: Class 18 contains 46282 members 
Mstep: Class 19 contains 25699 members 
Mstep: Class 20 contains 47456 members 
Mstep: Class 21 contains 48673 members 
Mstep: Class 22 contains 51546 members 
Mstep: Class 23 contains 48773 members 
Mstep: Class 24 contains 1799 members 
Entering Unmasked Estep 
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Iteration 243Q: 24 clusters Score -1.111984e+08 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50433 members 
Mstep: Class 2 contains 50348 members 
Mstep: Class 3 contains 6122 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44255 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 46268 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45432 members 
Mstep: Class 13 contains 2299 members 
Mstep: Class 14 contains 52656 members 
Mstep: Class 15 contains 972 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 44855 members 
Mstep: Class 18 contains 46251 members 
Mstep: Class 19 contains 25675 members 
Mstep: Class 20 contains 47415 members 
Mstep: Class 21 contains 48680 members 
Mstep: Class 22 contains 51537 members 
Mstep: Class 23 contains 48764 members 
Mstep: Class 24 contains 1792 members 
Entering Unmasked Estep 
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Iteration 244Q: 24 clusters Score -1.111984e+08 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50492 members 
Mstep: Class 2 contains 50367 members 
Mstep: Class 3 contains 6137 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44260 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46253 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45455 members 
Mstep: Class 13 contains 2299 members 
Mstep: Class 14 contains 52633 members 
Mstep: Class 15 contains 973 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 44855 members 
Mstep: Class 18 contains 46224 members 
Mstep: Class 19 contains 25661 members 
Mstep: Class 20 contains 47409 members 
Mstep: Class 21 contains 48685 members 
Mstep: Class 22 contains 51536 members 
Mstep: Class 23 contains 48743 members 
Mstep: Class 24 contains 1773 members 
Entering Unmasked Estep 
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Iteration 245Q: 24 clusters Score -1.111985e+08 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50539 members 
Mstep: Class 2 contains 50366 members 
Mstep: Class 3 contains 6153 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44246 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46234 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45444 members 
Mstep: Class 13 contains 2299 members 
Mstep: Class 14 contains 52613 members 
Mstep: Class 15 contains 971 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 44847 members 
Mstep: Class 18 contains 46207 members 
Mstep: Class 19 contains 25647 members 
Mstep: Class 20 contains 47387 members 
Mstep: Class 21 contains 48713 members 
Mstep: Class 22 contains 51555 members 
Mstep: Class 23 contains 48777 members 
Mstep: Class 24 contains 1757 members 
Entering Unmasked Estep 
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Iteration 246Q: 24 clusters Score -1.111985e+08 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50593 members 
Mstep: Class 2 contains 50354 members 
Mstep: Class 3 contains 6177 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44257 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46230 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45428 members 
Mstep: Class 13 contains 2299 members 
Mstep: Class 14 contains 52586 members 
Mstep: Class 15 contains 966 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 44852 members 
Mstep: Class 18 contains 46201 members 
Mstep: Class 19 contains 25642 members 
Mstep: Class 20 contains 47378 members 
Mstep: Class 21 contains 48761 members 
Mstep: Class 22 contains 51535 members 
Mstep: Class 23 contains 48755 members 
Mstep: Class 24 contains 1741 members 
Entering Unmasked Estep 
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Iteration 247Q: 24 clusters Score -1.111984e+08 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50621 members 
Mstep: Class 2 contains 50336 members 
Mstep: Class 3 contains 6191 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44272 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46230 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45396 members 
Mstep: Class 13 contains 2299 members 
Mstep: Class 14 contains 52571 members 
Mstep: Class 15 contains 966 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 44866 members 
Mstep: Class 18 contains 46187 members 
Mstep: Class 19 contains 25631 members 
Mstep: Class 20 contains 47349 members 
Mstep: Class 21 contains 48806 members 
Mstep: Class 22 contains 51532 members 
Mstep: Class 23 contains 48770 members 
Mstep: Class 24 contains 1732 members 
Entering Unmasked Estep 
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Iteration 248Q: 24 clusters Score -1.111986e+08 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50663 members 
Mstep: Class 2 contains 50338 members 
Mstep: Class 3 contains 6209 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44278 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46212 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45355 members 
Mstep: Class 13 contains 2299 members 
Mstep: Class 14 contains 52565 members 
Mstep: Class 15 contains 966 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 44896 members 
Mstep: Class 18 contains 46165 members 
Mstep: Class 19 contains 25614 members 
Mstep: Class 20 contains 47322 members 
Mstep: Class 21 contains 48819 members 
Mstep: Class 22 contains 51548 members 
Mstep: Class 23 contains 48784 members 
Mstep: Class 24 contains 1722 members 
Entering Unmasked Estep 
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Iteration 249Q: 24 clusters Score -1.111983e+08 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50683 members 
Mstep: Class 2 contains 50313 members 
Mstep: Class 3 contains 6230 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44294 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46199 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45321 members 
Mstep: Class 13 contains 2299 members 
Mstep: Class 14 contains 52580 members 
Mstep: Class 15 contains 965 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 44909 members 
Mstep: Class 18 contains 46159 members 
Mstep: Class 19 contains 25593 members 
Mstep: Class 20 contains 47277 members 
Mstep: Class 21 contains 48813 members 
Mstep: Class 22 contains 51575 members 
Mstep: Class 23 contains 48834 members 
Mstep: Class 24 contains 1711 members 
Entering Unmasked Estep 
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Iteration 250Q: 24 clusters Score -1.111981e+08 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50694 members 
Mstep: Class 2 contains 50292 members 
Mstep: Class 3 contains 6252 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44301 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46182 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45329 members 
Mstep: Class 13 contains 2297 members 
Mstep: Class 14 contains 52596 members 
Mstep: Class 15 contains 965 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 44903 members 
Mstep: Class 18 contains 46161 members 
Mstep: Class 19 contains 25586 members 
Mstep: Class 20 contains 47262 members 
Mstep: Class 21 contains 48820 members 
Mstep: Class 22 contains 51567 members 
Mstep: Class 23 contains 48841 members 
Mstep: Class 24 contains 1707 members 
Entering Unmasked Estep 
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Iteration 251Q: 24 clusters Score -1.111981e+08 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50689 members 
Mstep: Class 2 contains 50284 members 
Mstep: Class 3 contains 6264 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44314 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46189 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45331 members 
Mstep: Class 13 contains 2296 members 
Mstep: Class 14 contains 52601 members 
Mstep: Class 15 contains 964 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 44897 members 
Mstep: Class 18 contains 46163 members 
Mstep: Class 19 contains 25572 members 
Mstep: Class 20 contains 47246 members 
Mstep: Class 21 contains 48851 members 
Mstep: Class 22 contains 51528 members 
Mstep: Class 23 contains 48869 members 
Mstep: Class 24 contains 1697 members 
Entering Unmasked Estep 
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Iteration 252Q: 24 clusters Score -1.111983e+08 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50708 members 
Mstep: Class 2 contains 50249 members 
Mstep: Class 3 contains 6283 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44310 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46184 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45309 members 
Mstep: Class 13 contains 2296 members 
Mstep: Class 14 contains 52585 members 
Mstep: Class 15 contains 963 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 44898 members 
Mstep: Class 18 contains 46164 members 
Mstep: Class 19 contains 25561 members 
Mstep: Class 20 contains 47233 members 
Mstep: Class 21 contains 48893 members 
Mstep: Class 22 contains 51489 members 
Mstep: Class 23 contains 48932 members 
Mstep: Class 24 contains 1697 members 
Entering Unmasked Estep 
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Iteration 253Q: 24 clusters Score -1.111983e+08 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50724 members 
Mstep: Class 2 contains 50241 members 
Mstep: Class 3 contains 6305 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44335 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46185 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45279 members 
Mstep: Class 13 contains 2296 members 
Mstep: Class 14 contains 52597 members 
Mstep: Class 15 contains 962 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 44911 members 
Mstep: Class 18 contains 46139 members 
Mstep: Class 19 contains 25543 members 
Mstep: Class 20 contains 47200 members 
Mstep: Class 21 contains 48929 members 
Mstep: Class 22 contains 51434 members 
Mstep: Class 23 contains 48985 members 
Mstep: Class 24 contains 1689 members 
Entering Unmasked Estep 
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Iteration 254Q: 24 clusters Score -1.111979e+08 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50706 members 
Mstep: Class 2 contains 50237 members 
Mstep: Class 3 contains 6328 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44353 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46181 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45265 members 
Mstep: Class 13 contains 2296 members 
Mstep: Class 14 contains 52599 members 
Mstep: Class 15 contains 962 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 44904 members 
Mstep: Class 18 contains 46145 members 
Mstep: Class 19 contains 25518 members 
Mstep: Class 20 contains 47204 members 
Mstep: Class 21 contains 48954 members 
Mstep: Class 22 contains 51406 members 
Mstep: Class 23 contains 49011 members 
Mstep: Class 24 contains 1685 members 
Entering Unmasked Estep 
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Iteration 255Q: 24 clusters Score -1.11198e+08 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50718 members 
Mstep: Class 2 contains 50241 members 
Mstep: Class 3 contains 6347 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44352 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46159 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45237 members 
Mstep: Class 13 contains 2296 members 
Mstep: Class 14 contains 52600 members 
Mstep: Class 15 contains 961 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 44889 members 
Mstep: Class 18 contains 46152 members 
Mstep: Class 19 contains 25509 members 
Mstep: Class 20 contains 47210 members 
Mstep: Class 21 contains 48983 members 
Mstep: Class 22 contains 51368 members 
Mstep: Class 23 contains 49047 members 
Mstep: Class 24 contains 1685 members 
Entering Unmasked Estep 
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Iteration 256Q: 24 clusters Score -1.111981e+08 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50705 members 
Mstep: Class 2 contains 50221 members 
Mstep: Class 3 contains 6365 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44333 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46161 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45217 members 
Mstep: Class 13 contains 2296 members 
Mstep: Class 14 contains 52621 members 
Mstep: Class 15 contains 962 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 44888 members 
Mstep: Class 18 contains 46178 members 
Mstep: Class 19 contains 25495 members 
Mstep: Class 20 contains 47213 members 
Mstep: Class 21 contains 48995 members 
Mstep: Class 22 contains 51306 members 
Mstep: Class 23 contains 49109 members 
Mstep: Class 24 contains 1689 members 
Entering Unmasked Estep 
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Iteration 257Q: 24 clusters Score -1.111983e+08 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50668 members 
Mstep: Class 2 contains 50221 members 
Mstep: Class 3 contains 6386 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44327 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46165 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45205 members 
Mstep: Class 13 contains 2296 members 
Mstep: Class 14 contains 52660 members 
Mstep: Class 15 contains 962 members 
Mstep: Class 16 contains 633 members 
Mstep: Class 17 contains 44887 members 
Mstep: Class 18 contains 46179 members 
Mstep: Class 19 contains 25472 members 
Mstep: Class 20 contains 47202 members 
Mstep: Class 21 contains 49046 members 
Mstep: Class 22 contains 51266 members 
Mstep: Class 23 contains 49132 members 
Mstep: Class 24 contains 1680 members 
Entering Unmasked Estep 
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Iteration 258Q: 24 clusters Score -1.111985e+08 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50682 members 
Mstep: Class 2 contains 50197 members 
Mstep: Class 3 contains 6404 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44338 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46171 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45194 members 
Mstep: Class 13 contains 2296 members 
Mstep: Class 14 contains 52651 members 
Mstep: Class 15 contains 962 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 44891 members 
Mstep: Class 18 contains 46195 members 
Mstep: Class 19 contains 25450 members 
Mstep: Class 20 contains 47221 members 
Mstep: Class 21 contains 49072 members 
Mstep: Class 22 contains 51236 members 
Mstep: Class 23 contains 49126 members 
Mstep: Class 24 contains 1669 members 
Entering Unmasked Estep 
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Iteration 259Q: 24 clusters Score -1.111984e+08 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50681 members 
Mstep: Class 2 contains 50186 members 
Mstep: Class 3 contains 6413 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44338 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46186 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45185 members 
Mstep: Class 13 contains 2296 members 
Mstep: Class 14 contains 52641 members 
Mstep: Class 15 contains 961 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 44889 members 
Mstep: Class 18 contains 46183 members 
Mstep: Class 19 contains 25437 members 
Mstep: Class 20 contains 47228 members 
Mstep: Class 21 contains 49121 members 
Mstep: Class 22 contains 51210 members 
Mstep: Class 23 contains 49142 members 
Mstep: Class 24 contains 1658 members 
Entering Unmasked Estep 
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Iteration 260F: 24 clusters Score -1.111985e+08 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50686 members 
Mstep: Class 2 contains 50176 members 
Mstep: Class 3 contains 6418 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44338 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46196 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45194 members 
Mstep: Class 13 contains 2295 members 
Mstep: Class 14 contains 52609 members 
Mstep: Class 15 contains 960 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44893 members 
Mstep: Class 18 contains 46180 members 
Mstep: Class 19 contains 25421 members 
Mstep: Class 20 contains 47255 members 
Mstep: Class 21 contains 49171 members 
Mstep: Class 22 contains 51165 members 
Mstep: Class 23 contains 49146 members 
Mstep: Class 24 contains 1653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198416.000000 Penalty: 76057.484375
Iteration 261Q: 24 clusters Score -1.111984e+08 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50692 members 
Mstep: Class 2 contains 50181 members 
Mstep: Class 3 contains 6422 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44343 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46207 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45187 members 
Mstep: Class 13 contains 2294 members 
Mstep: Class 14 contains 52584 members 
Mstep: Class 15 contains 959 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44900 members 
Mstep: Class 18 contains 46164 members 
Mstep: Class 19 contains 25394 members 
Mstep: Class 20 contains 47254 members 
Mstep: Class 21 contains 49212 members 
Mstep: Class 22 contains 51145 members 
Mstep: Class 23 contains 49169 members 
Mstep: Class 24 contains 1649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198264.000000 Penalty: 76057.484375
Iteration 262Q: 24 clusters Score -1.111983e+08 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50688 members 
Mstep: Class 2 contains 50184 members 
Mstep: Class 3 contains 6429 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44353 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46195 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45188 members 
Mstep: Class 13 contains 2292 members 
Mstep: Class 14 contains 52572 members 
Mstep: Class 15 contains 958 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44911 members 
Mstep: Class 18 contains 46149 members 
Mstep: Class 19 contains 25365 members 
Mstep: Class 20 contains 47253 members 
Mstep: Class 21 contains 49246 members 
Mstep: Class 22 contains 51132 members 
Mstep: Class 23 contains 49192 members 
Mstep: Class 24 contains 1649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198360.000000 Penalty: 76057.484375
Iteration 263Q: 24 clusters Score -1.111984e+08 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50666 members 
Mstep: Class 2 contains 50182 members 
Mstep: Class 3 contains 6436 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44367 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46196 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45183 members 
Mstep: Class 13 contains 2290 members 
Mstep: Class 14 contains 52555 members 
Mstep: Class 15 contains 958 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44906 members 
Mstep: Class 18 contains 46141 members 
Mstep: Class 19 contains 25352 members 
Mstep: Class 20 contains 47270 members 
Mstep: Class 21 contains 49269 members 
Mstep: Class 22 contains 51115 members 
Mstep: Class 23 contains 49223 members 
Mstep: Class 24 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198288.000000 Penalty: 76057.484375
Iteration 264Q: 24 clusters Score -1.111983e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50652 members 
Mstep: Class 2 contains 50176 members 
Mstep: Class 3 contains 6438 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44364 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46185 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45187 members 
Mstep: Class 13 contains 2289 members 
Mstep: Class 14 contains 52551 members 
Mstep: Class 15 contains 958 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44901 members 
Mstep: Class 18 contains 46144 members 
Mstep: Class 19 contains 25331 members 
Mstep: Class 20 contains 47296 members 
Mstep: Class 21 contains 49288 members 
Mstep: Class 22 contains 51123 members 
Mstep: Class 23 contains 49227 members 
Mstep: Class 24 contains 1646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198168.000000 Penalty: 76057.484375
Iteration 265Q: 24 clusters Score -1.111982e+08 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50646 members 
Mstep: Class 2 contains 50161 members 
Mstep: Class 3 contains 6444 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44371 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46167 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45186 members 
Mstep: Class 13 contains 2287 members 
Mstep: Class 14 contains 52531 members 
Mstep: Class 15 contains 957 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44881 members 
Mstep: Class 18 contains 46164 members 
Mstep: Class 19 contains 25321 members 
Mstep: Class 20 contains 47288 members 
Mstep: Class 21 contains 49311 members 
Mstep: Class 22 contains 51135 members 
Mstep: Class 23 contains 49262 members 
Mstep: Class 24 contains 1644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198344.000000 Penalty: 76057.484375
Iteration 266Q: 24 clusters Score -1.111983e+08 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50650 members 
Mstep: Class 2 contains 50150 members 
Mstep: Class 3 contains 6448 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44381 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46158 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45202 members 
Mstep: Class 13 contains 2286 members 
Mstep: Class 14 contains 52518 members 
Mstep: Class 15 contains 957 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44875 members 
Mstep: Class 18 contains 46151 members 
Mstep: Class 19 contains 25303 members 
Mstep: Class 20 contains 47271 members 
Mstep: Class 21 contains 49323 members 
Mstep: Class 22 contains 51153 members 
Mstep: Class 23 contains 49288 members 
Mstep: Class 24 contains 1642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198336.000000 Penalty: 76057.484375
Iteration 267Q: 24 clusters Score -1.111983e+08 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50672 members 
Mstep: Class 2 contains 50155 members 
Mstep: Class 3 contains 6456 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44409 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46155 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45221 members 
Mstep: Class 13 contains 2285 members 
Mstep: Class 14 contains 52491 members 
Mstep: Class 15 contains 957 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44862 members 
Mstep: Class 18 contains 46144 members 
Mstep: Class 19 contains 25290 members 
Mstep: Class 20 contains 47262 members 
Mstep: Class 21 contains 49321 members 
Mstep: Class 22 contains 51140 members 
Mstep: Class 23 contains 49296 members 
Mstep: Class 24 contains 1640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198320.000000 Penalty: 76057.484375
Iteration 268Q: 24 clusters Score -1.111983e+08 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50683 members 
Mstep: Class 2 contains 50146 members 
Mstep: Class 3 contains 6461 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44425 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46150 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45244 members 
Mstep: Class 13 contains 2285 members 
Mstep: Class 14 contains 52474 members 
Mstep: Class 15 contains 957 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44858 members 
Mstep: Class 18 contains 46130 members 
Mstep: Class 19 contains 25279 members 
Mstep: Class 20 contains 47265 members 
Mstep: Class 21 contains 49331 members 
Mstep: Class 22 contains 51124 members 
Mstep: Class 23 contains 49306 members 
Mstep: Class 24 contains 1638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198432.000000 Penalty: 76057.484375
Iteration 269Q: 24 clusters Score -1.111984e+08 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50681 members 
Mstep: Class 2 contains 50180 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44434 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46145 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45243 members 
Mstep: Class 13 contains 2285 members 
Mstep: Class 14 contains 52479 members 
Mstep: Class 15 contains 956 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44863 members 
Mstep: Class 18 contains 46131 members 
Mstep: Class 19 contains 25261 members 
Mstep: Class 20 contains 47258 members 
Mstep: Class 21 contains 49331 members 
Mstep: Class 22 contains 51090 members 
Mstep: Class 23 contains 49314 members 
Mstep: Class 24 contains 1636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198576.000000 Penalty: 76057.484375
Iteration 270Q: 24 clusters Score -1.111986e+08 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50697 members 
Mstep: Class 2 contains 50213 members 
Mstep: Class 3 contains 6476 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44437 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46164 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45262 members 
Mstep: Class 13 contains 2284 members 
Mstep: Class 14 contains 52476 members 
Mstep: Class 15 contains 956 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44860 members 
Mstep: Class 18 contains 46128 members 
Mstep: Class 19 contains 25243 members 
Mstep: Class 20 contains 47274 members 
Mstep: Class 21 contains 49301 members 
Mstep: Class 22 contains 51043 members 
Mstep: Class 23 contains 49308 members 
Mstep: Class 24 contains 1634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198344.000000 Penalty: 76057.484375
Iteration 271Q: 24 clusters Score -1.111983e+08 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50727 members 
Mstep: Class 2 contains 50255 members 
Mstep: Class 3 contains 6486 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44437 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46189 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45288 members 
Mstep: Class 13 contains 2284 members 
Mstep: Class 14 contains 52470 members 
Mstep: Class 15 contains 956 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44862 members 
Mstep: Class 18 contains 46121 members 
Mstep: Class 19 contains 25228 members 
Mstep: Class 20 contains 47264 members 
Mstep: Class 21 contains 49276 members 
Mstep: Class 22 contains 50988 members 
Mstep: Class 23 contains 49292 members 
Mstep: Class 24 contains 1633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198400.000000 Penalty: 76057.484375
Iteration 272Q: 24 clusters Score -1.111984e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50781 members 
Mstep: Class 2 contains 50289 members 
Mstep: Class 3 contains 6498 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44427 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46193 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45302 members 
Mstep: Class 13 contains 2284 members 
Mstep: Class 14 contains 52461 members 
Mstep: Class 15 contains 956 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44860 members 
Mstep: Class 18 contains 46108 members 
Mstep: Class 19 contains 25227 members 
Mstep: Class 20 contains 47258 members 
Mstep: Class 21 contains 49236 members 
Mstep: Class 22 contains 50945 members 
Mstep: Class 23 contains 49299 members 
Mstep: Class 24 contains 1632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198472.000000 Penalty: 76057.484375
Iteration 273Q: 24 clusters Score -1.111985e+08 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50782 members 
Mstep: Class 2 contains 50315 members 
Mstep: Class 3 contains 6511 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44442 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46209 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45321 members 
Mstep: Class 13 contains 2284 members 
Mstep: Class 14 contains 52451 members 
Mstep: Class 15 contains 956 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44852 members 
Mstep: Class 18 contains 46094 members 
Mstep: Class 19 contains 25218 members 
Mstep: Class 20 contains 47266 members 
Mstep: Class 21 contains 49217 members 
Mstep: Class 22 contains 50883 members 
Mstep: Class 23 contains 49324 members 
Mstep: Class 24 contains 1631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198680.000000 Penalty: 76057.484375
Iteration 274Q: 24 clusters Score -1.111987e+08 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50743 members 
Mstep: Class 2 contains 50335 members 
Mstep: Class 3 contains 6519 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44463 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46211 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45367 members 
Mstep: Class 13 contains 2284 members 
Mstep: Class 14 contains 52419 members 
Mstep: Class 15 contains 956 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44852 members 
Mstep: Class 18 contains 46081 members 
Mstep: Class 19 contains 25213 members 
Mstep: Class 20 contains 47267 members 
Mstep: Class 21 contains 49187 members 
Mstep: Class 22 contains 50869 members 
Mstep: Class 23 contains 49359 members 
Mstep: Class 24 contains 1631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198496.000000 Penalty: 76057.484375
Iteration 275Q: 24 clusters Score -1.111985e+08 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50747 members 
Mstep: Class 2 contains 50348 members 
Mstep: Class 3 contains 6525 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44482 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46222 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 45394 members 
Mstep: Class 13 contains 2284 members 
Mstep: Class 14 contains 52427 members 
Mstep: Class 15 contains 956 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44863 members 
Mstep: Class 18 contains 46080 members 
Mstep: Class 19 contains 25192 members 
Mstep: Class 20 contains 47276 members 
Mstep: Class 21 contains 49152 members 
Mstep: Class 22 contains 50807 members 
Mstep: Class 23 contains 49370 members 
Mstep: Class 24 contains 1631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198424.000000 Penalty: 76057.484375
Iteration 276Q: 24 clusters Score -1.111984e+08 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50776 members 
Mstep: Class 2 contains 50344 members 
Mstep: Class 3 contains 6524 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44492 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46235 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45420 members 
Mstep: Class 13 contains 2282 members 
Mstep: Class 14 contains 52427 members 
Mstep: Class 15 contains 955 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44857 members 
Mstep: Class 18 contains 46078 members 
Mstep: Class 19 contains 25187 members 
Mstep: Class 20 contains 47305 members 
Mstep: Class 21 contains 49123 members 
Mstep: Class 22 contains 50758 members 
Mstep: Class 23 contains 49362 members 
Mstep: Class 24 contains 1630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198432.000000 Penalty: 76057.484375
Iteration 277Q: 24 clusters Score -1.111984e+08 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50782 members 
Mstep: Class 2 contains 50359 members 
Mstep: Class 3 contains 6526 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44488 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46235 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45432 members 
Mstep: Class 13 contains 2282 members 
Mstep: Class 14 contains 52442 members 
Mstep: Class 15 contains 956 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44841 members 
Mstep: Class 18 contains 46074 members 
Mstep: Class 19 contains 25165 members 
Mstep: Class 20 contains 47328 members 
Mstep: Class 21 contains 49102 members 
Mstep: Class 22 contains 50760 members 
Mstep: Class 23 contains 49353 members 
Mstep: Class 24 contains 1630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198632.000000 Penalty: 76057.484375
Iteration 278Q: 24 clusters Score -1.111986e+08 nChanged 1095
Entering ConstructFrom: 
Score: -111198632.000000 Penalty: 76057.484375
Entering ConstructFrom: 
Trying to split cluster 1 (50790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50790 members 
Entering Unmasked Estep 
Score: -9367204.000000 Penalty: 2687.192871
	Iteration 0F: 2 clusters Score -9367204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -9336691.000000 Penalty: 5374.385742
	Iteration 0F: 3 clusters Score -9336691 nChanged 23316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24907 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -9349465.000000 Penalty: 5374.385742
	Iteration 1F: 3 clusters Score -9349465 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -9350059.000000 Penalty: 5374.385742
	Iteration 2Q: 3 clusters Score -9350059 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 26868 members 
Entering Unmasked Estep 
Score: -9350577.000000 Penalty: 5374.385742
	Iteration 3Q: 3 clusters Score -9350577 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -9351174.000000 Penalty: 5374.385742
	Iteration 4Q: 3 clusters Score -9351174 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -9351812.000000 Penalty: 5374.385742
	Iteration 5Q: 3 clusters Score -9351812 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -9352647.000000 Penalty: 5374.385742
	Iteration 6Q: 3 clusters Score -9352647 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -9353654.000000 Penalty: 5374.385742
	Iteration 7Q: 3 clusters Score -9353654 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -9355152.000000 Penalty: 5374.385742
	Iteration 8F: 3 clusters Score -9355152 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 37098 members 
Entering Unmasked Estep 
Score: -9357112.000000 Penalty: 5374.385742
	Iteration 9F: 3 clusters Score -9357112 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -9359235.000000 Penalty: 5374.385742
	Iteration 10F: 3 clusters Score -9359235 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 42711 members 
Entering Unmasked Estep 
Score: -9361467.000000 Penalty: 5374.385742
	Iteration 11F: 3 clusters Score -9361467 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 44887 members 
Entering Unmasked Estep 
Score: -9363045.000000 Penalty: 5374.385742
	Iteration 12Q: 3 clusters Score -9363045 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -9363962.000000 Penalty: 5374.385742
	Iteration 13Q: 3 clusters Score -9363962 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 47479 members 
Entering Unmasked Estep 
Score: -9364377.000000 Penalty: 5374.385742
	Iteration 14Q: 3 clusters Score -9364377 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 48226 members 
Entering Unmasked Estep 
Score: -9364631.000000 Penalty: 5374.385742
	Iteration 15Q: 3 clusters Score -9364631 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 48750 members 
Entering Unmasked Estep 
Score: -9364722.000000 Penalty: 5374.385742
	Iteration 16Q: 3 clusters Score -9364722 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 49127 members 
Entering Unmasked Estep 
Score: -9364791.000000 Penalty: 5374.385742
	Iteration 17Q: 3 clusters Score -9364791 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 49409 members 
Entering Unmasked Estep 
Score: -9364841.000000 Penalty: 5374.385742
	Iteration 18Q: 3 clusters Score -9364841 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 49613 members 
Entering Unmasked Estep 
Score: -9364865.000000 Penalty: 5374.385742
	Iteration 19Q: 3 clusters Score -9364865 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 49778 members 
Entering Unmasked Estep 
Score: -9364864.000000 Penalty: 5374.385742
	Iteration 20F: 3 clusters Score -9364864 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 49884 members 
Entering Unmasked Estep 
Score: -9364892.000000 Penalty: 5374.385742
	Iteration 21Q: 3 clusters Score -9364892 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 49966 members 
Entering Unmasked Estep 
Score: -9364924.000000 Penalty: 5374.385742
	Iteration 22Q: 3 clusters Score -9364924 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 50018 members 
Entering Unmasked Estep 
Score: -9364958.000000 Penalty: 5374.385742
	Iteration 23Q: 3 clusters Score -9364958 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 50075 members 
Entering Unmasked Estep 
Score: -9364982.000000 Penalty: 5374.385742
	Iteration 24Q: 3 clusters Score -9364982 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 50117 members 
Entering Unmasked Estep 
Score: -9364996.000000 Penalty: 5374.385742
	Iteration 25Q: 3 clusters Score -9364996 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 50144 members 
Entering Unmasked Estep 
Score: -9364987.000000 Penalty: 5374.385742
	Iteration 26Q: 3 clusters Score -9364987 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 50168 members 
Entering Unmasked Estep 
Score: -9365009.000000 Penalty: 5374.385742
	Iteration 27Q: 3 clusters Score -9365009 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 50186 members 
Entering Unmasked Estep 
Score: -9365027.000000 Penalty: 5374.385742
	Iteration 28Q: 3 clusters Score -9365027 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 50209 members 
Entering Unmasked Estep 
Score: -9365022.000000 Penalty: 5374.385742
	Iteration 29Q: 3 clusters Score -9365022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 50222 members 
Entering Unmasked Estep 
Score: -9365021.000000 Penalty: 5374.385742
	Iteration 30Q: 3 clusters Score -9365021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 50230 members 
Entering Unmasked Estep 
Score: -9365018.000000 Penalty: 5374.385742
	Iteration 31Q: 3 clusters Score -9365018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 50238 members 
Entering Unmasked Estep 
Score: -9365025.000000 Penalty: 5374.385742
	Iteration 32Q: 3 clusters Score -9365025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 50244 members 
Entering Unmasked Estep 
Score: -9365039.000000 Penalty: 5374.385742
	Iteration 33Q: 3 clusters Score -9365039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 50250 members 
Entering Unmasked Estep 
Score: -9365041.000000 Penalty: 5374.385742
	Iteration 34Q: 3 clusters Score -9365041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 50255 members 
Entering Unmasked Estep 
Score: -9365047.000000 Penalty: 5374.385742
	Iteration 35Q: 3 clusters Score -9365047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 50256 members 
Entering Unmasked Estep 
Score: -9365045.000000 Penalty: 5374.385742
	Iteration 36Q: 3 clusters Score -9365045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 50258 members 
Entering Unmasked Estep 
Score: -9365051.000000 Penalty: 5374.385742
	Iteration 37Q: 3 clusters Score -9365051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 50263 members 
Entering Unmasked Estep 
Score: -9365051.000000 Penalty: 5374.385742
	Iteration 38Q: 3 clusters Score -9365051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 50267 members 
Entering Unmasked Estep 
Score: -9365045.000000 Penalty: 5374.385742
	Iteration 39Q: 3 clusters Score -9365045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 50270 members 
Entering Unmasked Estep 
Score: -9365042.000000 Penalty: 5374.385742
	Iteration 40F: 3 clusters Score -9365042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 50272 members 
Entering Unmasked Estep 
Score: -9365036.000000 Penalty: 5374.385742
	Iteration 41Q: 3 clusters Score -9365036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 50275 members 
Entering Unmasked Estep 
Score: -9365029.000000 Penalty: 5374.385742
	Iteration 42Q: 3 clusters Score -9365029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 50276 members 
Entering Unmasked Estep 
Score: -9365029.000000 Penalty: 5374.385742
	Iteration 43Q: 3 clusters Score -9365029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 50276 members 
Entering Unmasked Estep 
Score: -9365037.000000 Penalty: 5374.385742
	Iteration 44Q: 3 clusters Score -9365037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 50277 members 
Entering Unmasked Estep 
Score: -9365032.000000 Penalty: 5374.385742
	Iteration 45Q: 3 clusters Score -9365032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 50278 members 
Entering Unmasked Estep 
Score: -9365039.000000 Penalty: 5374.385742
	Iteration 46Q: 3 clusters Score -9365039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 50278 members 
Entering Unmasked Estep 
Score: -9365039.000000 Penalty: 5374.385742
	Iteration 47F: 3 clusters Score -9365039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (50377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50377 members 
Entering Unmasked Estep 
Score: -9214264.000000 Penalty: 2685.167725
	Iteration 0F: 2 clusters Score -9214264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -9182794.000000 Penalty: 5370.335449
	Iteration 0F: 3 clusters Score -9182794 nChanged 23262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26206 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -9195685.000000 Penalty: 5370.335449
	Iteration 1F: 3 clusters Score -9195685 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -9196362.000000 Penalty: 5370.335449
	Iteration 2Q: 3 clusters Score -9196362 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -9197172.000000 Penalty: 5370.335449
	Iteration 3Q: 3 clusters Score -9197172 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -9198257.000000 Penalty: 5370.335449
	Iteration 4Q: 3 clusters Score -9198257 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -9199758.000000 Penalty: 5370.335449
	Iteration 5F: 3 clusters Score -9199758 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -9201613.000000 Penalty: 5370.335449
	Iteration 6F: 3 clusters Score -9201613 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -9204074.000000 Penalty: 5370.335449
	Iteration 7F: 3 clusters Score -9204074 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39648 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -9206506.000000 Penalty: 5370.335449
	Iteration 8F: 3 clusters Score -9206506 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -9208467.000000 Penalty: 5370.335449
	Iteration 9F: 3 clusters Score -9208467 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -9209660.000000 Penalty: 5370.335449
	Iteration 10Q: 3 clusters Score -9209660 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -9210387.000000 Penalty: 5370.335449
	Iteration 11Q: 3 clusters Score -9210387 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46509 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -9210918.000000 Penalty: 5370.335449
	Iteration 12Q: 3 clusters Score -9210918 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47478 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -9211208.000000 Penalty: 5370.335449
	Iteration 13Q: 3 clusters Score -9211208 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48183 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -9211409.000000 Penalty: 5370.335449
	Iteration 14Q: 3 clusters Score -9211409 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48680 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -9211551.000000 Penalty: 5370.335449
	Iteration 15Q: 3 clusters Score -9211551 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49006 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -9211709.000000 Penalty: 5370.335449
	Iteration 16Q: 3 clusters Score -9211709 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49270 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -9211808.000000 Penalty: 5370.335449
	Iteration 17Q: 3 clusters Score -9211808 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49438 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -9211863.000000 Penalty: 5370.335449
	Iteration 18Q: 3 clusters Score -9211863 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49572 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -9211908.000000 Penalty: 5370.335449
	Iteration 19Q: 3 clusters Score -9211908 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49677 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -9211968.000000 Penalty: 5370.335449
	Iteration 20F: 3 clusters Score -9211968 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49747 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -9212006.000000 Penalty: 5370.335449
	Iteration 21Q: 3 clusters Score -9212006 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49798 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -9212039.000000 Penalty: 5370.335449
	Iteration 22Q: 3 clusters Score -9212039 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49839 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -9212057.000000 Penalty: 5370.335449
	Iteration 23Q: 3 clusters Score -9212057 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49870 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -9212065.000000 Penalty: 5370.335449
	Iteration 24Q: 3 clusters Score -9212065 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49892 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -9212094.000000 Penalty: 5370.335449
	Iteration 25Q: 3 clusters Score -9212094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49903 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -9212109.000000 Penalty: 5370.335449
	Iteration 26Q: 3 clusters Score -9212109 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -9212121.000000 Penalty: 5370.335449
	Iteration 27Q: 3 clusters Score -9212121 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49934 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -9212114.000000 Penalty: 5370.335449
	Iteration 28Q: 3 clusters Score -9212114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49945 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -9212109.000000 Penalty: 5370.335449
	Iteration 29Q: 3 clusters Score -9212109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49953 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -9212105.000000 Penalty: 5370.335449
	Iteration 30Q: 3 clusters Score -9212105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49958 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9212112.000000 Penalty: 5370.335449
	Iteration 31Q: 3 clusters Score -9212112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49960 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -9212118.000000 Penalty: 5370.335449
	Iteration 32Q: 3 clusters Score -9212118 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49962 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -9212125.000000 Penalty: 5370.335449
	Iteration 33Q: 3 clusters Score -9212125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49967 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -9212120.000000 Penalty: 5370.335449
	Iteration 34Q: 3 clusters Score -9212120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49969 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -9212119.000000 Penalty: 5370.335449
	Iteration 35Q: 3 clusters Score -9212119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49970 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -9212118.000000 Penalty: 5370.335449
	Iteration 36Q: 3 clusters Score -9212118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49970 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -9212118.000000 Penalty: 5370.335449
	Iteration 37F: 3 clusters Score -9212118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Entering Unmasked Estep 
Score: -1192817.250000 Penalty: 2178.586182
	Iteration 0F: 2 clusters Score -1192817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1187274.625000 Penalty: 4357.172363
	Iteration 0F: 3 clusters Score -1187275 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1188746.375000 Penalty: 4357.172363
	Iteration 1F: 3 clusters Score -1188746 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1189078.000000 Penalty: 4357.172363
	Iteration 2F: 3 clusters Score -1189078 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1189321.875000 Penalty: 4357.172363
	Iteration 3F: 3 clusters Score -1189322 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1189514.875000 Penalty: 4357.172363
	Iteration 4Q: 3 clusters Score -1189515 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1189669.500000 Penalty: 4357.172363
	Iteration 5Q: 3 clusters Score -1189670 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1189798.375000 Penalty: 4357.172363
	Iteration 6Q: 3 clusters Score -1189798 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1189897.750000 Penalty: 4357.172363
	Iteration 7Q: 3 clusters Score -1189898 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1190003.000000 Penalty: 4357.172363
	Iteration 8Q: 3 clusters Score -1190003 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1190090.125000 Penalty: 4357.172363
	Iteration 9Q: 3 clusters Score -1190090 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1190169.875000 Penalty: 4357.172363
	Iteration 10Q: 3 clusters Score -1190170 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1190251.125000 Penalty: 4357.172363
	Iteration 11Q: 3 clusters Score -1190251 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1190314.000000 Penalty: 4357.172363
	Iteration 12Q: 3 clusters Score -1190314 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1190375.125000 Penalty: 4357.172363
	Iteration 13Q: 3 clusters Score -1190375 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1190436.375000 Penalty: 4357.172363
	Iteration 14Q: 3 clusters Score -1190436 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1190483.125000 Penalty: 4357.172363
	Iteration 15Q: 3 clusters Score -1190483 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1190525.875000 Penalty: 4357.172363
	Iteration 16Q: 3 clusters Score -1190526 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1190568.250000 Penalty: 4357.172363
	Iteration 17Q: 3 clusters Score -1190568 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1190604.750000 Penalty: 4357.172363
	Iteration 18Q: 3 clusters Score -1190605 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1190643.375000 Penalty: 4357.172363
	Iteration 19Q: 3 clusters Score -1190643 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1190673.375000 Penalty: 4357.172363
	Iteration 20F: 3 clusters Score -1190673 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1190697.000000 Penalty: 4357.172363
	Iteration 21Q: 3 clusters Score -1190697 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1190719.625000 Penalty: 4357.172363
	Iteration 22Q: 3 clusters Score -1190720 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1190730.875000 Penalty: 4357.172363
	Iteration 23Q: 3 clusters Score -1190731 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1190748.750000 Penalty: 4357.172363
	Iteration 24Q: 3 clusters Score -1190749 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1190764.750000 Penalty: 4357.172363
	Iteration 25Q: 3 clusters Score -1190765 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1190771.375000 Penalty: 4357.172363
	Iteration 26Q: 3 clusters Score -1190771 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1190786.250000 Penalty: 4357.172363
	Iteration 27Q: 3 clusters Score -1190786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1190791.125000 Penalty: 4357.172363
	Iteration 28Q: 3 clusters Score -1190791 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1190796.250000 Penalty: 4357.172363
	Iteration 29Q: 3 clusters Score -1190796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1190799.125000 Penalty: 4357.172363
	Iteration 30Q: 3 clusters Score -1190799 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1190804.125000 Penalty: 4357.172363
	Iteration 31Q: 3 clusters Score -1190804 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1190809.250000 Penalty: 4357.172363
	Iteration 32Q: 3 clusters Score -1190809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1190815.500000 Penalty: 4357.172363
	Iteration 33Q: 3 clusters Score -1190816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1190818.750000 Penalty: 4357.172363
	Iteration 34Q: 3 clusters Score -1190819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1190822.250000 Penalty: 4357.172363
	Iteration 35Q: 3 clusters Score -1190822 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1190824.750000 Penalty: 4357.172363
	Iteration 36Q: 3 clusters Score -1190825 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1190837.750000 Penalty: 4357.172363
	Iteration 37Q: 3 clusters Score -1190838 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1190845.625000 Penalty: 4357.172363
	Iteration 38Q: 3 clusters Score -1190846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1190848.875000 Penalty: 4357.172363
	Iteration 39Q: 3 clusters Score -1190849 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1190854.750000 Penalty: 4357.172363
	Iteration 40F: 3 clusters Score -1190855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1190860.000000 Penalty: 4357.172363
	Iteration 41Q: 3 clusters Score -1190860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1190859.250000 Penalty: 4357.172363
	Iteration 42Q: 3 clusters Score -1190859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1190862.125000 Penalty: 4357.172363
	Iteration 43Q: 3 clusters Score -1190862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1190865.250000 Penalty: 4357.172363
	Iteration 44Q: 3 clusters Score -1190865 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1190868.750000 Penalty: 4357.172363
	Iteration 45Q: 3 clusters Score -1190869 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1190873.375000 Penalty: 4357.172363
	Iteration 46Q: 3 clusters Score -1190873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1190877.500000 Penalty: 4357.172363
	Iteration 47Q: 3 clusters Score -1190878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -1190882.875000 Penalty: 4357.172363
	Iteration 48Q: 3 clusters Score -1190883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1190884.500000 Penalty: 4357.172363
	Iteration 49Q: 3 clusters Score -1190884 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1190888.750000 Penalty: 4357.172363
	Iteration 50Q: 3 clusters Score -1190889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1190894.375000 Penalty: 4357.172363
	Iteration 51Q: 3 clusters Score -1190894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1190898.875000 Penalty: 4357.172363
	Iteration 52Q: 3 clusters Score -1190899 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1190906.875000 Penalty: 4357.172363
	Iteration 53Q: 3 clusters Score -1190907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1190908.125000 Penalty: 4357.172363
	Iteration 54Q: 3 clusters Score -1190908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1190910.125000 Penalty: 4357.172363
	Iteration 55Q: 3 clusters Score -1190910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1190911.750000 Penalty: 4357.172363
	Iteration 56Q: 3 clusters Score -1190912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1190915.875000 Penalty: 4357.172363
	Iteration 57Q: 3 clusters Score -1190916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1190916.375000 Penalty: 4357.172363
	Iteration 58Q: 3 clusters Score -1190916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1190917.875000 Penalty: 4357.172363
	Iteration 59Q: 3 clusters Score -1190918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1190917.250000 Penalty: 4357.172363
	Iteration 60F: 3 clusters Score -1190917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1190920.375000 Penalty: 4357.172363
	Iteration 61Q: 3 clusters Score -1190920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1190920.375000 Penalty: 4357.172363
	Iteration 62Q: 3 clusters Score -1190920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -1190923.375000 Penalty: 4357.172363
	Iteration 63Q: 3 clusters Score -1190923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1190922.750000 Penalty: 4357.172363
	Iteration 64Q: 3 clusters Score -1190923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1190921.000000 Penalty: 4357.172363
	Iteration 65Q: 3 clusters Score -1190921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1190920.875000 Penalty: 4357.172363
	Iteration 66Q: 3 clusters Score -1190921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1190923.500000 Penalty: 4357.172363
	Iteration 67Q: 3 clusters Score -1190924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1190923.125000 Penalty: 4357.172363
	Iteration 68Q: 3 clusters Score -1190923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1190923.625000 Penalty: 4357.172363
	Iteration 69Q: 3 clusters Score -1190924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1190922.125000 Penalty: 4357.172363
	Iteration 70Q: 3 clusters Score -1190922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -1190922.125000 Penalty: 4357.172363
	Iteration 71Q: 3 clusters Score -1190922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1190923.125000 Penalty: 4357.172363
	Iteration 72Q: 3 clusters Score -1190923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1190924.375000 Penalty: 4357.172363
	Iteration 73Q: 3 clusters Score -1190924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1190925.250000 Penalty: 4357.172363
	Iteration 74Q: 3 clusters Score -1190925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1190927.125000 Penalty: 4357.172363
	Iteration 75Q: 3 clusters Score -1190927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1190928.250000 Penalty: 4357.172363
	Iteration 76Q: 3 clusters Score -1190928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1190929.000000 Penalty: 4357.172363
	Iteration 77Q: 3 clusters Score -1190929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1190929.250000 Penalty: 4357.172363
	Iteration 78Q: 3 clusters Score -1190929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1190928.250000 Penalty: 4357.172363
	Iteration 79Q: 3 clusters Score -1190928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1190930.000000 Penalty: 4357.172363
	Iteration 80F: 3 clusters Score -1190930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1190930.375000 Penalty: 4357.172363
	Iteration 81Q: 3 clusters Score -1190930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1190929.875000 Penalty: 4357.172363
	Iteration 82Q: 3 clusters Score -1190930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1190933.125000 Penalty: 4357.172363
	Iteration 83Q: 3 clusters Score -1190933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1190933.375000 Penalty: 4357.172363
	Iteration 84Q: 3 clusters Score -1190933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1190935.500000 Penalty: 4357.172363
	Iteration 85Q: 3 clusters Score -1190936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1190935.750000 Penalty: 4357.172363
	Iteration 86Q: 3 clusters Score -1190936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1190939.375000 Penalty: 4357.172363
	Iteration 87Q: 3 clusters Score -1190939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1190941.875000 Penalty: 4357.172363
	Iteration 88Q: 3 clusters Score -1190942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1190940.750000 Penalty: 4357.172363
	Iteration 89Q: 3 clusters Score -1190941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1190939.875000 Penalty: 4357.172363
	Iteration 90Q: 3 clusters Score -1190940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1190943.000000 Penalty: 4357.172363
	Iteration 91Q: 3 clusters Score -1190943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1190943.250000 Penalty: 4357.172363
	Iteration 92Q: 3 clusters Score -1190943 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -1190943.250000 Penalty: 4357.172363
	Iteration 93F: 3 clusters Score -1190943 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -31515.798828 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -31515.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -30297.060547 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -30297.06 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -30519.503906 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -30519.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -30637.933594 Penalty: 2965.527344
	Iteration 2F: 3 clusters Score -30637.93 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -30692.968750 Penalty: 2965.527344
	Iteration 3Q: 3 clusters Score -30692.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -30746.646484 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -30746.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -30772.443359 Penalty: 2965.527344
	Iteration 5Q: 3 clusters Score -30772.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -30782.964844 Penalty: 2965.527344
	Iteration 6Q: 3 clusters Score -30782.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -30802.326172 Penalty: 2965.527344
	Iteration 7Q: 3 clusters Score -30802.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -30809.896484 Penalty: 2965.527344
	Iteration 8Q: 3 clusters Score -30809.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -30809.896484 Penalty: 2965.527344
	Iteration 9F: 3 clusters Score -30809.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44495 members 
Entering Unmasked Estep 
Score: -8152421.000000 Penalty: 2654.376709
	Iteration 0F: 2 clusters Score -8152421 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -8123726.500000 Penalty: 5308.753418
	Iteration 0F: 3 clusters Score -8123726 nChanged 20361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -8134778.500000 Penalty: 5308.753418
	Iteration 1F: 3 clusters Score -8134778 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -8135310.500000 Penalty: 5308.753418
	Iteration 2Q: 3 clusters Score -8135310 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 25188 members 
Entering Unmasked Estep 
Score: -8135846.000000 Penalty: 5308.753418
	Iteration 3Q: 3 clusters Score -8135846 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -8136597.000000 Penalty: 5308.753418
	Iteration 4Q: 3 clusters Score -8136597 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 28663 members 
Entering Unmasked Estep 
Score: -8137638.000000 Penalty: 5308.753418
	Iteration 5Q: 3 clusters Score -8137638 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -8139336.500000 Penalty: 5308.753418
	Iteration 6F: 3 clusters Score -8139336 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -8141933.000000 Penalty: 5308.753418
	Iteration 7F: 3 clusters Score -8141933 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -8145115.000000 Penalty: 5308.753418
	Iteration 8F: 3 clusters Score -8145115 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 41249 members 
Entering Unmasked Estep 
Score: -8147874.000000 Penalty: 5308.753418
	Iteration 9F: 3 clusters Score -8147874 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 43017 members 
Entering Unmasked Estep 
Score: -8149201.500000 Penalty: 5308.753418
	Iteration 10Q: 3 clusters Score -8149202 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 43781 members 
Entering Unmasked Estep 
Score: -8149677.000000 Penalty: 5308.753418
	Iteration 11Q: 3 clusters Score -8149677 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 44062 members 
Entering Unmasked Estep 
Score: -8149872.500000 Penalty: 5308.753418
	Iteration 12Q: 3 clusters Score -8149872 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 44162 members 
Entering Unmasked Estep 
Score: -8149971.500000 Penalty: 5308.753418
	Iteration 13Q: 3 clusters Score -8149972 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -8150032.000000 Penalty: 5308.753418
	Iteration 14Q: 3 clusters Score -8150032 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 44233 members 
Entering Unmasked Estep 
Score: -8150060.500000 Penalty: 5308.753418
	Iteration 15Q: 3 clusters Score -8150060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -8150082.000000 Penalty: 5308.753418
	Iteration 16Q: 3 clusters Score -8150082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 44251 members 
Entering Unmasked Estep 
Score: -8150105.000000 Penalty: 5308.753418
	Iteration 17Q: 3 clusters Score -8150105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 44254 members 
Entering Unmasked Estep 
Score: -8150104.500000 Penalty: 5308.753418
	Iteration 18Q: 3 clusters Score -8150104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 44257 members 
Entering Unmasked Estep 
Score: -8150100.500000 Penalty: 5308.753418
	Iteration 19Q: 3 clusters Score -8150100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -8150105.000000 Penalty: 5308.753418
	Iteration 20F: 3 clusters Score -8150105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 44261 members 
Entering Unmasked Estep 
Score: -8150109.000000 Penalty: 5308.753418
	Iteration 21Q: 3 clusters Score -8150109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 44263 members 
Entering Unmasked Estep 
Score: -8150111.000000 Penalty: 5308.753418
	Iteration 22Q: 3 clusters Score -8150111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 44267 members 
Entering Unmasked Estep 
Score: -8150120.500000 Penalty: 5308.753418
	Iteration 23Q: 3 clusters Score -8150120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
Score: -8150130.500000 Penalty: 5308.753418
	Iteration 24Q: 3 clusters Score -8150130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -8150142.500000 Penalty: 5308.753418
	Iteration 25Q: 3 clusters Score -8150142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -8150155.000000 Penalty: 5308.753418
	Iteration 26Q: 3 clusters Score -8150155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -8150158.500000 Penalty: 5308.753418
	Iteration 27Q: 3 clusters Score -8150158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -8150159.500000 Penalty: 5308.753418
	Iteration 28Q: 3 clusters Score -8150160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 44282 members 
Entering Unmasked Estep 
Score: -8150157.000000 Penalty: 5308.753418
	Iteration 29Q: 3 clusters Score -8150157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 44282 members 
Entering Unmasked Estep 
Score: -8150157.000000 Penalty: 5308.753418
	Iteration 30F: 3 clusters Score -8150157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Entering Unmasked Estep 
Score: -117868.937500 Penalty: 1682.545410
	Iteration 0F: 2 clusters Score -117868.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -116116.023438 Penalty: 3365.090820
	Iteration 0F: 3 clusters Score -116116 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -116773.703125 Penalty: 3365.090820
	Iteration 1F: 3 clusters Score -116773.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -117133.890625 Penalty: 3365.090820
	Iteration 2F: 3 clusters Score -117133.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -117375.921875 Penalty: 3365.090820
	Iteration 3F: 3 clusters Score -117375.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -117571.804688 Penalty: 3365.090820
	Iteration 4F: 3 clusters Score -117571.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -117720.187500 Penalty: 3365.090820
	Iteration 5Q: 3 clusters Score -117720.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -117827.554688 Penalty: 3365.090820
	Iteration 6Q: 3 clusters Score -117827.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -117898.265625 Penalty: 3365.090820
	Iteration 7Q: 3 clusters Score -117898.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -117933.257812 Penalty: 3365.090820
	Iteration 8Q: 3 clusters Score -117933.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -117953.250000 Penalty: 3365.090820
	Iteration 9Q: 3 clusters Score -117953.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -117963.984375 Penalty: 3365.090820
	Iteration 10Q: 3 clusters Score -117964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -117971.640625 Penalty: 3365.090820
	Iteration 11Q: 3 clusters Score -117971.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -117981.507812 Penalty: 3365.090820
	Iteration 12Q: 3 clusters Score -117981.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -117985.812500 Penalty: 3365.090820
	Iteration 13Q: 3 clusters Score -117985.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -117997.148438 Penalty: 3365.090820
	Iteration 14Q: 3 clusters Score -117997.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -118016.281250 Penalty: 3365.090820
	Iteration 15Q: 3 clusters Score -118016.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -118033.062500 Penalty: 3365.090820
	Iteration 16Q: 3 clusters Score -118033.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -118060.234375 Penalty: 3365.090820
	Iteration 17Q: 3 clusters Score -118060.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -118094.929688 Penalty: 3365.090820
	Iteration 18Q: 3 clusters Score -118094.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -118107.656250 Penalty: 3365.090820
	Iteration 19Q: 3 clusters Score -118107.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -118124.687500 Penalty: 3365.090820
	Iteration 20F: 3 clusters Score -118124.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -118133.953125 Penalty: 3365.090820
	Iteration 21Q: 3 clusters Score -118134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -118137.554688 Penalty: 3365.090820
	Iteration 22Q: 3 clusters Score -118137.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -118148.226562 Penalty: 3365.090820
	Iteration 23Q: 3 clusters Score -118148.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -118163.390625 Penalty: 3365.090820
	Iteration 24Q: 3 clusters Score -118163.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -118178.843750 Penalty: 3365.090820
	Iteration 25Q: 3 clusters Score -118178.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -118187.039062 Penalty: 3365.090820
	Iteration 26Q: 3 clusters Score -118187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -118191.156250 Penalty: 3365.090820
	Iteration 27Q: 3 clusters Score -118191.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -118192.312500 Penalty: 3365.090820
	Iteration 28Q: 3 clusters Score -118192.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -118195.867188 Penalty: 3365.090820
	Iteration 29Q: 3 clusters Score -118195.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -118199.015625 Penalty: 3365.090820
	Iteration 30Q: 3 clusters Score -118199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -118201.351562 Penalty: 3365.090820
	Iteration 31Q: 3 clusters Score -118201.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -118203.156250 Penalty: 3365.090820
	Iteration 32Q: 3 clusters Score -118203.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -118206.312500 Penalty: 3365.090820
	Iteration 33Q: 3 clusters Score -118206.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -118209.851562 Penalty: 3365.090820
	Iteration 34Q: 3 clusters Score -118209.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -118217.335938 Penalty: 3365.090820
	Iteration 35Q: 3 clusters Score -118217.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -118223.515625 Penalty: 3365.090820
	Iteration 36Q: 3 clusters Score -118223.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -118236.531250 Penalty: 3365.090820
	Iteration 37Q: 3 clusters Score -118236.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -118251.312500 Penalty: 3365.090820
	Iteration 38Q: 3 clusters Score -118251.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -118279.976562 Penalty: 3365.090820
	Iteration 39Q: 3 clusters Score -118280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -118289.500000 Penalty: 3365.090820
	Iteration 40F: 3 clusters Score -118289.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -118304.945312 Penalty: 3365.090820
	Iteration 41Q: 3 clusters Score -118304.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -118314.328125 Penalty: 3365.090820
	Iteration 42Q: 3 clusters Score -118314.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -118323.007812 Penalty: 3365.090820
	Iteration 43Q: 3 clusters Score -118323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -118325.890625 Penalty: 3365.090820
	Iteration 44Q: 3 clusters Score -118325.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -118329.703125 Penalty: 3365.090820
	Iteration 45Q: 3 clusters Score -118329.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -118330.468750 Penalty: 3365.090820
	Iteration 46Q: 3 clusters Score -118330.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -118330.468750 Penalty: 3365.090820
	Iteration 47F: 3 clusters Score -118330.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50790 members 
Mstep: Class 2 contains 50377 members 
Mstep: Class 3 contains 6533 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44495 members 
Mstep: Class 6 contains 391 members 
Mstep: Class 7 contains 46225 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 493 members 
Mstep: Class 12 contains 45452 members 
Mstep: Class 13 contains 2282 members 
Mstep: Class 14 contains 52461 members 
Mstep: Class 15 contains 956 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44835 members 
Mstep: Class 18 contains 46079 members 
Mstep: Class 19 contains 25145 members 
Mstep: Class 20 contains 47337 members 
Mstep: Class 21 contains 49074 members 
Mstep: Class 22 contains 50756 members 
Mstep: Class 23 contains 49328 members 
Mstep: Class 24 contains 1630 members 
Entering Unmasked Estep 
Score: -111197568.000000 Penalty: 79364.328125
Splitting cluster 6 changes total score from -111198632.000000 to -111197568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (46225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Entering Unmasked Estep 
Score: -8451329.000000 Penalty: 2663.836426
	Iteration 0F: 2 clusters Score -8451329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -8421479.000000 Penalty: 5327.672852
	Iteration 0F: 3 clusters Score -8421479 nChanged 21395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -8433113.000000 Penalty: 5327.672852
	Iteration 1F: 3 clusters Score -8433113 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -8433590.000000 Penalty: 5327.672852
	Iteration 2Q: 3 clusters Score -8433590 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -8433954.000000 Penalty: 5327.672852
	Iteration 3Q: 3 clusters Score -8433954 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23905 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -8434236.000000 Penalty: 5327.672852
	Iteration 4Q: 3 clusters Score -8434236 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -8434552.000000 Penalty: 5327.672852
	Iteration 5Q: 3 clusters Score -8434552 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -8434831.000000 Penalty: 5327.672852
	Iteration 6Q: 3 clusters Score -8434831 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -8435067.000000 Penalty: 5327.672852
	Iteration 7Q: 3 clusters Score -8435067 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -8435466.000000 Penalty: 5327.672852
	Iteration 8Q: 3 clusters Score -8435466 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -8436078.000000 Penalty: 5327.672852
	Iteration 9Q: 3 clusters Score -8436078 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -8437107.000000 Penalty: 5327.672852
	Iteration 10Q: 3 clusters Score -8437107 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32316 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -8438818.000000 Penalty: 5327.672852
	Iteration 11F: 3 clusters Score -8438818 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -8441260.000000 Penalty: 5327.672852
	Iteration 12F: 3 clusters Score -8441260 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38376 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -8444211.000000 Penalty: 5327.672852
	Iteration 13F: 3 clusters Score -8444211 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41041 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -8446842.000000 Penalty: 5327.672852
	Iteration 14F: 3 clusters Score -8446842 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42829 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -8448497.000000 Penalty: 5327.672852
	Iteration 15Q: 3 clusters Score -8448497 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43810 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -8449399.000000 Penalty: 5327.672852
	Iteration 16Q: 3 clusters Score -8449399 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -8449799.000000 Penalty: 5327.672852
	Iteration 17Q: 3 clusters Score -8449799 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44372 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -8449926.000000 Penalty: 5327.672852
	Iteration 18Q: 3 clusters Score -8449926 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -8450029.000000 Penalty: 5327.672852
	Iteration 19Q: 3 clusters Score -8450029 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44556 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -8450035.000000 Penalty: 5327.672852
	Iteration 20F: 3 clusters Score -8450035 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44621 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -8450038.000000 Penalty: 5327.672852
	Iteration 21Q: 3 clusters Score -8450038 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44674 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -8450026.000000 Penalty: 5327.672852
	Iteration 22Q: 3 clusters Score -8450026 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -8450044.000000 Penalty: 5327.672852
	Iteration 23Q: 3 clusters Score -8450044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -8450047.000000 Penalty: 5327.672852
	Iteration 24Q: 3 clusters Score -8450047 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44762 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -8450048.000000 Penalty: 5327.672852
	Iteration 25Q: 3 clusters Score -8450048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44777 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -8450043.000000 Penalty: 5327.672852
	Iteration 26Q: 3 clusters Score -8450043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -8450044.000000 Penalty: 5327.672852
	Iteration 27Q: 3 clusters Score -8450044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -8450039.000000 Penalty: 5327.672852
	Iteration 28Q: 3 clusters Score -8450039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -8450044.000000 Penalty: 5327.672852
	Iteration 29Q: 3 clusters Score -8450044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -8450045.000000 Penalty: 5327.672852
	Iteration 30Q: 3 clusters Score -8450045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44811 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -8450050.000000 Penalty: 5327.672852
	Iteration 31Q: 3 clusters Score -8450050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -8450045.000000 Penalty: 5327.672852
	Iteration 32Q: 3 clusters Score -8450045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44821 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -8450053.000000 Penalty: 5327.672852
	Iteration 33Q: 3 clusters Score -8450053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -8450041.000000 Penalty: 5327.672852
	Iteration 34Q: 3 clusters Score -8450041 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44830 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -8450033.000000 Penalty: 5327.672852
	Iteration 35Q: 3 clusters Score -8450033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44833 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -8450037.000000 Penalty: 5327.672852
	Iteration 36Q: 3 clusters Score -8450037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -8450031.000000 Penalty: 5327.672852
	Iteration 37Q: 3 clusters Score -8450031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44839 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -8450031.000000 Penalty: 5327.672852
	Iteration 38Q: 3 clusters Score -8450031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -8450033.000000 Penalty: 5327.672852
	Iteration 39Q: 3 clusters Score -8450033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44845 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -8450029.000000 Penalty: 5327.672852
	Iteration 40F: 3 clusters Score -8450029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44846 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -8450023.000000 Penalty: 5327.672852
	Iteration 41Q: 3 clusters Score -8450023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44845 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -8450025.000000 Penalty: 5327.672852
	Iteration 42Q: 3 clusters Score -8450025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44845 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -8450025.000000 Penalty: 5327.672852
	Iteration 43F: 3 clusters Score -8450025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -67483.445312 Penalty: 1589.723389
	Iteration 0F: 2 clusters Score -67483.45 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 284 members 
Entering Unmasked Estep 
Score: -66030.781250 Penalty: 3179.446777
	Iteration 0F: 3 clusters Score -66030.78 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -66483.304688 Penalty: 3179.446777
	Iteration 1F: 3 clusters Score -66483.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -66607.976562 Penalty: 3179.446777
	Iteration 2F: 3 clusters Score -66607.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -66677.242188 Penalty: 3179.446777
	Iteration 3Q: 3 clusters Score -66677.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -66747.890625 Penalty: 3179.446777
	Iteration 4Q: 3 clusters Score -66747.89 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -66823.679688 Penalty: 3179.446777
	Iteration 5Q: 3 clusters Score -66823.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -66911.890625 Penalty: 3179.446777
	Iteration 6Q: 3 clusters Score -66911.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -66982.554688 Penalty: 3179.446777
	Iteration 7Q: 3 clusters Score -66982.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -67022.203125 Penalty: 3179.446777
	Iteration 8Q: 3 clusters Score -67022.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -67065.734375 Penalty: 3179.446777
	Iteration 9Q: 3 clusters Score -67065.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -67094.835938 Penalty: 3179.446777
	Iteration 10Q: 3 clusters Score -67094.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -67110.078125 Penalty: 3179.446777
	Iteration 11Q: 3 clusters Score -67110.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -67118.140625 Penalty: 3179.446777
	Iteration 12Q: 3 clusters Score -67118.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -67125.562500 Penalty: 3179.446777
	Iteration 13Q: 3 clusters Score -67125.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -67128.125000 Penalty: 3179.446777
	Iteration 14Q: 3 clusters Score -67128.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -67128.125000 Penalty: 3179.446777
	Iteration 15F: 3 clusters Score -67128.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Entering Unmasked Estep 
Score: -153735.125000 Penalty: 1712.626831
	Iteration 0F: 2 clusters Score -153735.1 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 503 members 
Entering Unmasked Estep 
Score: -151846.078125 Penalty: 3425.253662
	Iteration 0F: 3 clusters Score -151846.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -152215.546875 Penalty: 3425.253662
	Iteration 1F: 3 clusters Score -152215.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -152353.171875 Penalty: 3425.253662
	Iteration 2F: 3 clusters Score -152353.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -152462.437500 Penalty: 3425.253662
	Iteration 3F: 3 clusters Score -152462.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -152550.281250 Penalty: 3425.253662
	Iteration 4F: 3 clusters Score -152550.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -152608.281250 Penalty: 3425.253662
	Iteration 5Q: 3 clusters Score -152608.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -152652.125000 Penalty: 3425.253662
	Iteration 6Q: 3 clusters Score -152652.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -152674.765625 Penalty: 3425.253662
	Iteration 7Q: 3 clusters Score -152674.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -152695.484375 Penalty: 3425.253662
	Iteration 8Q: 3 clusters Score -152695.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -152717.546875 Penalty: 3425.253662
	Iteration 9Q: 3 clusters Score -152717.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -152752.031250 Penalty: 3425.253662
	Iteration 10Q: 3 clusters Score -152752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -152804.328125 Penalty: 3425.253662
	Iteration 11Q: 3 clusters Score -152804.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -152841.671875 Penalty: 3425.253662
	Iteration 12Q: 3 clusters Score -152841.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -152869.406250 Penalty: 3425.253662
	Iteration 13Q: 3 clusters Score -152869.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -152901.218750 Penalty: 3425.253662
	Iteration 14Q: 3 clusters Score -152901.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -152960.781250 Penalty: 3425.253662
	Iteration 15Q: 3 clusters Score -152960.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -153008.937500 Penalty: 3425.253662
	Iteration 16Q: 3 clusters Score -153008.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -153032.375000 Penalty: 3425.253662
	Iteration 17Q: 3 clusters Score -153032.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -153050.500000 Penalty: 3425.253662
	Iteration 18Q: 3 clusters Score -153050.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -153060.296875 Penalty: 3425.253662
	Iteration 19Q: 3 clusters Score -153060.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -153071.343750 Penalty: 3425.253662
	Iteration 20F: 3 clusters Score -153071.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -153077.546875 Penalty: 3425.253662
	Iteration 21Q: 3 clusters Score -153077.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -153088.984375 Penalty: 3425.253662
	Iteration 22Q: 3 clusters Score -153089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -153092.453125 Penalty: 3425.253662
	Iteration 23Q: 3 clusters Score -153092.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -153099.140625 Penalty: 3425.253662
	Iteration 24Q: 3 clusters Score -153099.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -153102.484375 Penalty: 3425.253662
	Iteration 25Q: 3 clusters Score -153102.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -153103.281250 Penalty: 3425.253662
	Iteration 26Q: 3 clusters Score -153103.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -153104.078125 Penalty: 3425.253662
	Iteration 27Q: 3 clusters Score -153104.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -153104.078125 Penalty: 3425.253662
	Iteration 28F: 3 clusters Score -153104.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -94748.882812 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -94748.88 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 300 members 
Entering Unmasked Estep 
Score: -93178.773438 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -93178.77 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -93472.289062 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -93472.29 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -93584.210938 Penalty: 3165.380615
	Iteration 2F: 3 clusters Score -93584.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -93656.531250 Penalty: 3165.380615
	Iteration 3Q: 3 clusters Score -93656.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -93703.046875 Penalty: 3165.380615
	Iteration 4Q: 3 clusters Score -93703.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -93765.523438 Penalty: 3165.380615
	Iteration 5Q: 3 clusters Score -93765.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -93943.250000 Penalty: 3165.380615
	Iteration 6Q: 3 clusters Score -93943.25 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -94202.929688 Penalty: 3165.380615
	Iteration 7F: 3 clusters Score -94202.93 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -94598.937500 Penalty: 3165.380615
	Iteration 8F: 3 clusters Score -94598.94 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -94984.601562 Penalty: 3165.380615
	Iteration 9F: 3 clusters Score -94984.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -95168.695312 Penalty: 3165.380615
	Iteration 10F: 3 clusters Score -95168.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -95286.757812 Penalty: 3165.380615
	Iteration 11Q: 3 clusters Score -95286.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -95324.054688 Penalty: 3165.380615
	Iteration 12Q: 3 clusters Score -95324.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -95358.562500 Penalty: 3165.380615
	Iteration 13Q: 3 clusters Score -95358.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -95362.226562 Penalty: 3165.380615
	Iteration 14Q: 3 clusters Score -95362.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -95362.226562 Penalty: 3165.380615
	Iteration 15F: 3 clusters Score -95362.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50790 members 
Mstep: Class 2 contains 50377 members 
Mstep: Class 3 contains 6533 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44495 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46225 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 303 members 
Mstep: Class 11 contains 288 members 
Mstep: Class 12 contains 45452 members 
Mstep: Class 13 contains 2282 members 
Mstep: Class 14 contains 52461 members 
Mstep: Class 15 contains 956 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44835 members 
Mstep: Class 18 contains 46079 members 
Mstep: Class 19 contains 25145 members 
Mstep: Class 20 contains 47337 members 
Mstep: Class 21 contains 49074 members 
Mstep: Class 22 contains 50756 members 
Mstep: Class 23 contains 49328 members 
Mstep: Class 24 contains 1630 members 
Entering Unmasked Estep 
Score: -111197584.000000 Penalty: 79364.328125
Splitting cluster 10 changes total score from -111198632.000000 to -111197584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (45452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45452 members 
Entering Unmasked Estep 
Score: -8319213.000000 Penalty: 2659.654053
	Iteration 0F: 2 clusters Score -8319213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -8289702.500000 Penalty: 5319.308105
	Iteration 0F: 3 clusters Score -8289702 nChanged 20977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -8301413.000000 Penalty: 5319.308105
	Iteration 1F: 3 clusters Score -8301413 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -8302138.000000 Penalty: 5319.308105
	Iteration 2Q: 3 clusters Score -8302138 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -8302951.000000 Penalty: 5319.308105
	Iteration 3Q: 3 clusters Score -8302951 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -8304047.500000 Penalty: 5319.308105
	Iteration 4Q: 3 clusters Score -8304048 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -8305380.000000 Penalty: 5319.308105
	Iteration 5Q: 3 clusters Score -8305380 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -8306920.000000 Penalty: 5319.308105
	Iteration 6F: 3 clusters Score -8306920 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 32811 members 
Entering Unmasked Estep 
Score: -8308624.000000 Penalty: 5319.308105
	Iteration 7F: 3 clusters Score -8308624 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 35063 members 
Entering Unmasked Estep 
Score: -8310490.500000 Penalty: 5319.308105
	Iteration 8F: 3 clusters Score -8310490 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -8312332.500000 Penalty: 5319.308105
	Iteration 9F: 3 clusters Score -8312332 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -8313920.000000 Penalty: 5319.308105
	Iteration 10Q: 3 clusters Score -8313920 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 41116 members 
Entering Unmasked Estep 
Score: -8315071.500000 Penalty: 5319.308105
	Iteration 11Q: 3 clusters Score -8315072 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -8315932.000000 Penalty: 5319.308105
	Iteration 12Q: 3 clusters Score -8315932 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -8316422.500000 Penalty: 5319.308105
	Iteration 13Q: 3 clusters Score -8316422 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 43871 members 
Entering Unmasked Estep 
Score: -8316658.500000 Penalty: 5319.308105
	Iteration 14Q: 3 clusters Score -8316658 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 44174 members 
Entering Unmasked Estep 
Score: -8316769.000000 Penalty: 5319.308105
	Iteration 15Q: 3 clusters Score -8316769 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -8316868.000000 Penalty: 5319.308105
	Iteration 16Q: 3 clusters Score -8316868 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 44484 members 
Entering Unmasked Estep 
Score: -8316915.500000 Penalty: 5319.308105
	Iteration 17Q: 3 clusters Score -8316916 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -8316961.500000 Penalty: 5319.308105
	Iteration 18Q: 3 clusters Score -8316962 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 44625 members 
Entering Unmasked Estep 
Score: -8316985.500000 Penalty: 5319.308105
	Iteration 19Q: 3 clusters Score -8316986 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 44671 members 
Entering Unmasked Estep 
Score: -8317009.000000 Penalty: 5319.308105
	Iteration 20F: 3 clusters Score -8317009 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 44704 members 
Entering Unmasked Estep 
Score: -8317028.000000 Penalty: 5319.308105
	Iteration 21Q: 3 clusters Score -8317028 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 44726 members 
Entering Unmasked Estep 
Score: -8317047.500000 Penalty: 5319.308105
	Iteration 22Q: 3 clusters Score -8317048 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -8317070.500000 Penalty: 5319.308105
	Iteration 23Q: 3 clusters Score -8317070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 44774 members 
Entering Unmasked Estep 
Score: -8317093.000000 Penalty: 5319.308105
	Iteration 24Q: 3 clusters Score -8317093 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 44784 members 
Entering Unmasked Estep 
Score: -8317095.000000 Penalty: 5319.308105
	Iteration 25Q: 3 clusters Score -8317095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 44794 members 
Entering Unmasked Estep 
Score: -8317095.500000 Penalty: 5319.308105
	Iteration 26Q: 3 clusters Score -8317096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 44799 members 
Entering Unmasked Estep 
Score: -8317099.000000 Penalty: 5319.308105
	Iteration 27Q: 3 clusters Score -8317099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 44805 members 
Entering Unmasked Estep 
Score: -8317093.500000 Penalty: 5319.308105
	Iteration 28Q: 3 clusters Score -8317094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 44812 members 
Entering Unmasked Estep 
Score: -8317094.000000 Penalty: 5319.308105
	Iteration 29Q: 3 clusters Score -8317094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -8317102.500000 Penalty: 5319.308105
	Iteration 30Q: 3 clusters Score -8317102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 44817 members 
Entering Unmasked Estep 
Score: -8317098.000000 Penalty: 5319.308105
	Iteration 31Q: 3 clusters Score -8317098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -8317102.500000 Penalty: 5319.308105
	Iteration 32Q: 3 clusters Score -8317102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 44827 members 
Entering Unmasked Estep 
Score: -8317111.500000 Penalty: 5319.308105
	Iteration 33Q: 3 clusters Score -8317112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -8317098.000000 Penalty: 5319.308105
	Iteration 34Q: 3 clusters Score -8317098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 44832 members 
Entering Unmasked Estep 
Score: -8317103.000000 Penalty: 5319.308105
	Iteration 35Q: 3 clusters Score -8317103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 44833 members 
Entering Unmasked Estep 
Score: -8317103.500000 Penalty: 5319.308105
	Iteration 36Q: 3 clusters Score -8317104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 44833 members 
Entering Unmasked Estep 
Score: -8317103.500000 Penalty: 5319.308105
	Iteration 37F: 3 clusters Score -8317104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Entering Unmasked Estep 
Score: -387448.968750 Penalty: 1917.736328
	Iteration 0F: 2 clusters Score -387449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -384635.531250 Penalty: 3835.472656
	Iteration 0F: 3 clusters Score -384635.5 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -385148.093750 Penalty: 3835.472656
	Iteration 1F: 3 clusters Score -385148.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -385290.281250 Penalty: 3835.472656
	Iteration 2F: 3 clusters Score -385290.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -385392.812500 Penalty: 3835.472656
	Iteration 3Q: 3 clusters Score -385392.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -385474.062500 Penalty: 3835.472656
	Iteration 4Q: 3 clusters Score -385474.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -385563.468750 Penalty: 3835.472656
	Iteration 5Q: 3 clusters Score -385563.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -385668.312500 Penalty: 3835.472656
	Iteration 6Q: 3 clusters Score -385668.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -385759.000000 Penalty: 3835.472656
	Iteration 7Q: 3 clusters Score -385759 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -385852.375000 Penalty: 3835.472656
	Iteration 8Q: 3 clusters Score -385852.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -385944.031250 Penalty: 3835.472656
	Iteration 9Q: 3 clusters Score -385944 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -386034.843750 Penalty: 3835.472656
	Iteration 10Q: 3 clusters Score -386034.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -386143.312500 Penalty: 3835.472656
	Iteration 11Q: 3 clusters Score -386143.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -386242.093750 Penalty: 3835.472656
	Iteration 12Q: 3 clusters Score -386242.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -386305.781250 Penalty: 3835.472656
	Iteration 13Q: 3 clusters Score -386305.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -386353.375000 Penalty: 3835.472656
	Iteration 14Q: 3 clusters Score -386353.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -386381.750000 Penalty: 3835.472656
	Iteration 15Q: 3 clusters Score -386381.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -386408.250000 Penalty: 3835.472656
	Iteration 16Q: 3 clusters Score -386408.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -386421.718750 Penalty: 3835.472656
	Iteration 17Q: 3 clusters Score -386421.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -386432.468750 Penalty: 3835.472656
	Iteration 18Q: 3 clusters Score -386432.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -386437.093750 Penalty: 3835.472656
	Iteration 19Q: 3 clusters Score -386437.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -386440.531250 Penalty: 3835.472656
	Iteration 20F: 3 clusters Score -386440.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -386443.218750 Penalty: 3835.472656
	Iteration 21Q: 3 clusters Score -386443.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -386446.406250 Penalty: 3835.472656
	Iteration 22Q: 3 clusters Score -386446.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -386446.406250 Penalty: 3835.472656
	Iteration 23F: 3 clusters Score -386446.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (52461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52461 members 
Entering Unmasked Estep 
Score: -9500836.000000 Penalty: 2695.220703
	Iteration 0F: 2 clusters Score -9500836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -9468430.000000 Penalty: 5390.441406
	Iteration 0F: 3 clusters Score -9468430 nChanged 24416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28236 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -9481981.000000 Penalty: 5390.441406
	Iteration 1F: 3 clusters Score -9481981 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 22998 members 
Entering Unmasked Estep 
Score: -9482659.000000 Penalty: 5390.441406
	Iteration 2Q: 3 clusters Score -9482659 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -9483517.000000 Penalty: 5390.441406
	Iteration 3Q: 3 clusters Score -9483517 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -9484934.000000 Penalty: 5390.441406
	Iteration 4Q: 3 clusters Score -9484934 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -9487257.000000 Penalty: 5390.441406
	Iteration 5F: 3 clusters Score -9487257 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -9490354.000000 Penalty: 5390.441406
	Iteration 6F: 3 clusters Score -9490354 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44149 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -9493790.000000 Penalty: 5390.441406
	Iteration 7F: 3 clusters Score -9493790 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47288 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -9495927.000000 Penalty: 5390.441406
	Iteration 8F: 3 clusters Score -9495927 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49307 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -9497134.000000 Penalty: 5390.441406
	Iteration 9Q: 3 clusters Score -9497134 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50405 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -9497786.000000 Penalty: 5390.441406
	Iteration 10Q: 3 clusters Score -9497786 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50941 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -9498071.000000 Penalty: 5390.441406
	Iteration 11Q: 3 clusters Score -9498071 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51230 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -9498245.000000 Penalty: 5390.441406
	Iteration 12Q: 3 clusters Score -9498245 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51365 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -9498363.000000 Penalty: 5390.441406
	Iteration 13Q: 3 clusters Score -9498363 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51463 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -9498423.000000 Penalty: 5390.441406
	Iteration 14Q: 3 clusters Score -9498423 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51521 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -9498481.000000 Penalty: 5390.441406
	Iteration 15Q: 3 clusters Score -9498481 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51561 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -9498499.000000 Penalty: 5390.441406
	Iteration 16Q: 3 clusters Score -9498499 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51596 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -9498543.000000 Penalty: 5390.441406
	Iteration 17Q: 3 clusters Score -9498543 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51618 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -9498597.000000 Penalty: 5390.441406
	Iteration 18Q: 3 clusters Score -9498597 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51630 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -9498614.000000 Penalty: 5390.441406
	Iteration 19Q: 3 clusters Score -9498614 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51641 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -9498621.000000 Penalty: 5390.441406
	Iteration 20F: 3 clusters Score -9498621 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51650 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -9498636.000000 Penalty: 5390.441406
	Iteration 21Q: 3 clusters Score -9498636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51664 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -9498649.000000 Penalty: 5390.441406
	Iteration 22Q: 3 clusters Score -9498649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51673 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -9498655.000000 Penalty: 5390.441406
	Iteration 23Q: 3 clusters Score -9498655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51678 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -9498655.000000 Penalty: 5390.441406
	Iteration 24Q: 3 clusters Score -9498655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51681 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -9498660.000000 Penalty: 5390.441406
	Iteration 25Q: 3 clusters Score -9498660 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9498665.000000 Penalty: 5390.441406
	Iteration 26Q: 3 clusters Score -9498665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51681 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -9498668.000000 Penalty: 5390.441406
	Iteration 27Q: 3 clusters Score -9498668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9498669.000000 Penalty: 5390.441406
	Iteration 28Q: 3 clusters Score -9498669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51681 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -9498667.000000 Penalty: 5390.441406
	Iteration 29Q: 3 clusters Score -9498667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51680 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -9498670.000000 Penalty: 5390.441406
	Iteration 30Q: 3 clusters Score -9498670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51680 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -9498672.000000 Penalty: 5390.441406
	Iteration 31Q: 3 clusters Score -9498672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9498673.000000 Penalty: 5390.441406
	Iteration 32Q: 3 clusters Score -9498673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51686 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -9498676.000000 Penalty: 5390.441406
	Iteration 33Q: 3 clusters Score -9498676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51690 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -9498683.000000 Penalty: 5390.441406
	Iteration 34Q: 3 clusters Score -9498683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51691 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -9498683.000000 Penalty: 5390.441406
	Iteration 35Q: 3 clusters Score -9498683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -9498680.000000 Penalty: 5390.441406
	Iteration 36Q: 3 clusters Score -9498680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51690 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -9498676.000000 Penalty: 5390.441406
	Iteration 37Q: 3 clusters Score -9498676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -9498682.000000 Penalty: 5390.441406
	Iteration 38Q: 3 clusters Score -9498682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51690 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -9498685.000000 Penalty: 5390.441406
	Iteration 39Q: 3 clusters Score -9498685 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51688 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -9498693.000000 Penalty: 5390.441406
	Iteration 40F: 3 clusters Score -9498693 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51690 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -9498704.000000 Penalty: 5390.441406
	Iteration 41Q: 3 clusters Score -9498704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51695 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -9498701.000000 Penalty: 5390.441406
	Iteration 42Q: 3 clusters Score -9498701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51699 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9498698.000000 Penalty: 5390.441406
	Iteration 43Q: 3 clusters Score -9498698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51699 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9498698.000000 Penalty: 5390.441406
	Iteration 44F: 3 clusters Score -9498698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Entering Unmasked Estep 
Score: -162009.578125 Penalty: 1701.963867
	Iteration 0F: 2 clusters Score -162009.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -160235.453125 Penalty: 3403.927734
	Iteration 0F: 3 clusters Score -160235.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -160788.046875 Penalty: 3403.927734
	Iteration 1F: 3 clusters Score -160788 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -161150.265625 Penalty: 3403.927734
	Iteration 2F: 3 clusters Score -161150.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -161369.484375 Penalty: 3403.927734
	Iteration 3F: 3 clusters Score -161369.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -161489.218750 Penalty: 3403.927734
	Iteration 4F: 3 clusters Score -161489.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -161566.531250 Penalty: 3403.927734
	Iteration 5Q: 3 clusters Score -161566.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -161620.093750 Penalty: 3403.927734
	Iteration 6Q: 3 clusters Score -161620.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -161674.156250 Penalty: 3403.927734
	Iteration 7Q: 3 clusters Score -161674.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -161738.781250 Penalty: 3403.927734
	Iteration 8Q: 3 clusters Score -161738.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -161840.046875 Penalty: 3403.927734
	Iteration 9Q: 3 clusters Score -161840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -161922.515625 Penalty: 3403.927734
	Iteration 10Q: 3 clusters Score -161922.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -161935.796875 Penalty: 3403.927734
	Iteration 11Q: 3 clusters Score -161935.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -161944.531250 Penalty: 3403.927734
	Iteration 12Q: 3 clusters Score -161944.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -161948.515625 Penalty: 3403.927734
	Iteration 13Q: 3 clusters Score -161948.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -161948.515625 Penalty: 3403.927734
	Iteration 14F: 3 clusters Score -161948.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Entering Unmasked Estep 
Score: -108957.304688 Penalty: 1598.931763
	Iteration 0F: 2 clusters Score -108957.3 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 326 members 
Entering Unmasked Estep 
Score: -107316.625000 Penalty: 3197.863525
	Iteration 0F: 3 clusters Score -107316.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -107548.671875 Penalty: 3197.863525
	Iteration 1F: 3 clusters Score -107548.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -107633.023438 Penalty: 3197.863525
	Iteration 2F: 3 clusters Score -107633 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -107662.601562 Penalty: 3197.863525
	Iteration 3Q: 3 clusters Score -107662.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -107676.890625 Penalty: 3197.863525
	Iteration 4Q: 3 clusters Score -107676.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -107689.218750 Penalty: 3197.863525
	Iteration 5Q: 3 clusters Score -107689.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -107698.851562 Penalty: 3197.863525
	Iteration 6Q: 3 clusters Score -107698.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -107711.140625 Penalty: 3197.863525
	Iteration 7Q: 3 clusters Score -107711.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -107723.851562 Penalty: 3197.863525
	Iteration 8Q: 3 clusters Score -107723.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -107729.273438 Penalty: 3197.863525
	Iteration 9Q: 3 clusters Score -107729.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -107730.625000 Penalty: 3197.863525
	Iteration 10Q: 3 clusters Score -107730.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -107730.625000 Penalty: 3197.863525
	Iteration 11F: 3 clusters Score -107730.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44835 members 
Entering Unmasked Estep 
Score: -8228502.500000 Penalty: 2656.264404
	Iteration 0F: 2 clusters Score -8228502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -8200187.000000 Penalty: 5312.528809
	Iteration 0F: 3 clusters Score -8200187 nChanged 20579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -8211444.500000 Penalty: 5312.528809
	Iteration 1F: 3 clusters Score -8211444 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22324 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -8211888.000000 Penalty: 5312.528809
	Iteration 2Q: 3 clusters Score -8211888 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -8212235.500000 Penalty: 5312.528809
	Iteration 3Q: 3 clusters Score -8212236 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -8212549.500000 Penalty: 5312.528809
	Iteration 4Q: 3 clusters Score -8212550 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -8212847.000000 Penalty: 5312.528809
	Iteration 5Q: 3 clusters Score -8212847 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -8213213.500000 Penalty: 5312.528809
	Iteration 6Q: 3 clusters Score -8213214 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -8213672.000000 Penalty: 5312.528809
	Iteration 7Q: 3 clusters Score -8213672 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -8214392.000000 Penalty: 5312.528809
	Iteration 8Q: 3 clusters Score -8214392 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23099 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -8215271.000000 Penalty: 5312.528809
	Iteration 9Q: 3 clusters Score -8215271 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -8216532.000000 Penalty: 5312.528809
	Iteration 10Q: 3 clusters Score -8216532 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -8218357.000000 Penalty: 5312.528809
	Iteration 11F: 3 clusters Score -8218357 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26352 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -8220699.000000 Penalty: 5312.528809
	Iteration 12F: 3 clusters Score -8220699 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -8222987.500000 Penalty: 5312.528809
	Iteration 13F: 3 clusters Score -8222988 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -8224553.500000 Penalty: 5312.528809
	Iteration 14F: 3 clusters Score -8224554 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -8225283.000000 Penalty: 5312.528809
	Iteration 15Q: 3 clusters Score -8225283 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -8225795.000000 Penalty: 5312.528809
	Iteration 16Q: 3 clusters Score -8225795 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32246 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -8226204.000000 Penalty: 5312.528809
	Iteration 17Q: 3 clusters Score -8226204 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -8226576.500000 Penalty: 5312.528809
	Iteration 18Q: 3 clusters Score -8226576 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -8226897.000000 Penalty: 5312.528809
	Iteration 19Q: 3 clusters Score -8226897 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34515 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -8227209.000000 Penalty: 5312.528809
	Iteration 20F: 3 clusters Score -8227209 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -8227444.500000 Penalty: 5312.528809
	Iteration 21Q: 3 clusters Score -8227444 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35768 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -8227617.000000 Penalty: 5312.528809
	Iteration 22Q: 3 clusters Score -8227617 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36345 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -8227821.000000 Penalty: 5312.528809
	Iteration 23Q: 3 clusters Score -8227821 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -8227985.500000 Penalty: 5312.528809
	Iteration 24Q: 3 clusters Score -8227986 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -8228123.500000 Penalty: 5312.528809
	Iteration 25Q: 3 clusters Score -8228124 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -8228190.000000 Penalty: 5312.528809
	Iteration 26Q: 3 clusters Score -8228190 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -8228284.500000 Penalty: 5312.528809
	Iteration 27Q: 3 clusters Score -8228284 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -8228349.000000 Penalty: 5312.528809
	Iteration 28Q: 3 clusters Score -8228349 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -8228418.500000 Penalty: 5312.528809
	Iteration 29Q: 3 clusters Score -8228418 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39544 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -8228463.500000 Penalty: 5312.528809
	Iteration 30Q: 3 clusters Score -8228464 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39847 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -8228504.000000 Penalty: 5312.528809
	Iteration 31Q: 3 clusters Score -8228504 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -8228546.500000 Penalty: 5312.528809
	Iteration 32Q: 3 clusters Score -8228546 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -8228557.500000 Penalty: 5312.528809
	Iteration 33Q: 3 clusters Score -8228558 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -8228578.000000 Penalty: 5312.528809
	Iteration 34Q: 3 clusters Score -8228578 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -8228601.500000 Penalty: 5312.528809
	Iteration 35Q: 3 clusters Score -8228602 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41122 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -8228592.500000 Penalty: 5312.528809
	Iteration 36Q: 3 clusters Score -8228592 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -8228558.000000 Penalty: 5312.528809
	Iteration 37Q: 3 clusters Score -8228558 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41465 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -8228534.000000 Penalty: 5312.528809
	Iteration 38Q: 3 clusters Score -8228534 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -8228551.500000 Penalty: 5312.528809
	Iteration 39Q: 3 clusters Score -8228552 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -8228528.500000 Penalty: 5312.528809
	Iteration 40F: 3 clusters Score -8228528 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -8228504.000000 Penalty: 5312.528809
	Iteration 41Q: 3 clusters Score -8228504 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41961 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -8228487.500000 Penalty: 5312.528809
	Iteration 42Q: 3 clusters Score -8228488 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -8228473.000000 Penalty: 5312.528809
	Iteration 43Q: 3 clusters Score -8228473 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -8228470.500000 Penalty: 5312.528809
	Iteration 44Q: 3 clusters Score -8228470 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42248 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -8228461.500000 Penalty: 5312.528809
	Iteration 45Q: 3 clusters Score -8228462 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42330 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -8228444.000000 Penalty: 5312.528809
	Iteration 46Q: 3 clusters Score -8228444 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -8228431.000000 Penalty: 5312.528809
	Iteration 47Q: 3 clusters Score -8228431 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -8228405.500000 Penalty: 5312.528809
	Iteration 48Q: 3 clusters Score -8228406 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42496 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -8228379.500000 Penalty: 5312.528809
	Iteration 49Q: 3 clusters Score -8228380 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -8228370.500000 Penalty: 5312.528809
	Iteration 50Q: 3 clusters Score -8228370 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42570 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -8228359.000000 Penalty: 5312.528809
	Iteration 51Q: 3 clusters Score -8228359 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -8228332.500000 Penalty: 5312.528809
	Iteration 52Q: 3 clusters Score -8228332 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -8228347.000000 Penalty: 5312.528809
	Iteration 53Q: 3 clusters Score -8228347 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42696 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -8228328.500000 Penalty: 5312.528809
	Iteration 54Q: 3 clusters Score -8228328 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42745 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -8228319.500000 Penalty: 5312.528809
	Iteration 55Q: 3 clusters Score -8228320 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -8228294.000000 Penalty: 5312.528809
	Iteration 56Q: 3 clusters Score -8228294 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -8228293.000000 Penalty: 5312.528809
	Iteration 57Q: 3 clusters Score -8228293 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -8228284.000000 Penalty: 5312.528809
	Iteration 58Q: 3 clusters Score -8228284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42858 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -8228282.500000 Penalty: 5312.528809
	Iteration 59Q: 3 clusters Score -8228282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -8228288.000000 Penalty: 5312.528809
	Iteration 60F: 3 clusters Score -8228288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -8228273.500000 Penalty: 5312.528809
	Iteration 61Q: 3 clusters Score -8228274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -8228262.000000 Penalty: 5312.528809
	Iteration 62Q: 3 clusters Score -8228262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -8228236.000000 Penalty: 5312.528809
	Iteration 63Q: 3 clusters Score -8228236 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -8228238.500000 Penalty: 5312.528809
	Iteration 64Q: 3 clusters Score -8228238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -8228237.000000 Penalty: 5312.528809
	Iteration 65Q: 3 clusters Score -8228237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -8228229.500000 Penalty: 5312.528809
	Iteration 66Q: 3 clusters Score -8228230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42975 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -8228226.500000 Penalty: 5312.528809
	Iteration 67Q: 3 clusters Score -8228226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -8228225.500000 Penalty: 5312.528809
	Iteration 68Q: 3 clusters Score -8228226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -8228222.000000 Penalty: 5312.528809
	Iteration 69Q: 3 clusters Score -8228222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -8228224.500000 Penalty: 5312.528809
	Iteration 70Q: 3 clusters Score -8228224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42981 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -8228223.500000 Penalty: 5312.528809
	Iteration 71Q: 3 clusters Score -8228224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42981 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -8228223.500000 Penalty: 5312.528809
	Iteration 72F: 3 clusters Score -8228224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46079 members 
Entering Unmasked Estep 
Score: -8473234.000000 Penalty: 2663.052002
	Iteration 0F: 2 clusters Score -8473234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 22908 members 
Entering Unmasked Estep 
Score: -8444214.000000 Penalty: 5326.104004
	Iteration 0F: 3 clusters Score -8444214 nChanged 21144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -8455865.000000 Penalty: 5326.104004
	Iteration 1F: 3 clusters Score -8455865 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -8456431.000000 Penalty: 5326.104004
	Iteration 2Q: 3 clusters Score -8456431 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -8457116.000000 Penalty: 5326.104004
	Iteration 3Q: 3 clusters Score -8457116 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -8457727.000000 Penalty: 5326.104004
	Iteration 4Q: 3 clusters Score -8457727 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -8458446.000000 Penalty: 5326.104004
	Iteration 5Q: 3 clusters Score -8458446 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -8459601.000000 Penalty: 5326.104004
	Iteration 6Q: 3 clusters Score -8459601 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -8461143.000000 Penalty: 5326.104004
	Iteration 7F: 3 clusters Score -8461143 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -8463251.000000 Penalty: 5326.104004
	Iteration 8F: 3 clusters Score -8463251 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -8465790.000000 Penalty: 5326.104004
	Iteration 9F: 3 clusters Score -8465790 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -8468236.000000 Penalty: 5326.104004
	Iteration 10F: 3 clusters Score -8468236 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42410 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -8469966.000000 Penalty: 5326.104004
	Iteration 11Q: 3 clusters Score -8469966 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43816 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -8470873.000000 Penalty: 5326.104004
	Iteration 12Q: 3 clusters Score -8470873 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -8471103.000000 Penalty: 5326.104004
	Iteration 13Q: 3 clusters Score -8471103 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -8471211.000000 Penalty: 5326.104004
	Iteration 14Q: 3 clusters Score -8471211 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -8471244.000000 Penalty: 5326.104004
	Iteration 15Q: 3 clusters Score -8471244 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -8471259.000000 Penalty: 5326.104004
	Iteration 16Q: 3 clusters Score -8471259 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45344 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -8471266.000000 Penalty: 5326.104004
	Iteration 17Q: 3 clusters Score -8471266 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8471284.000000 Penalty: 5326.104004
	Iteration 18Q: 3 clusters Score -8471284 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45437 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -8471297.000000 Penalty: 5326.104004
	Iteration 19Q: 3 clusters Score -8471297 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -8471299.000000 Penalty: 5326.104004
	Iteration 20F: 3 clusters Score -8471299 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45490 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -8471286.000000 Penalty: 5326.104004
	Iteration 21Q: 3 clusters Score -8471286 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8471286.000000 Penalty: 5326.104004
	Iteration 22Q: 3 clusters Score -8471286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -8471292.000000 Penalty: 5326.104004
	Iteration 23Q: 3 clusters Score -8471292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -8471294.000000 Penalty: 5326.104004
	Iteration 24Q: 3 clusters Score -8471294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -8471304.000000 Penalty: 5326.104004
	Iteration 25Q: 3 clusters Score -8471304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45561 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -8471288.000000 Penalty: 5326.104004
	Iteration 26Q: 3 clusters Score -8471288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45567 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -8471288.000000 Penalty: 5326.104004
	Iteration 27Q: 3 clusters Score -8471288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45570 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8471290.000000 Penalty: 5326.104004
	Iteration 28Q: 3 clusters Score -8471290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45575 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -8471303.000000 Penalty: 5326.104004
	Iteration 29Q: 3 clusters Score -8471303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45580 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -8471316.000000 Penalty: 5326.104004
	Iteration 30Q: 3 clusters Score -8471316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8471309.000000 Penalty: 5326.104004
	Iteration 31Q: 3 clusters Score -8471309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8471316.000000 Penalty: 5326.104004
	Iteration 32Q: 3 clusters Score -8471316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8471318.000000 Penalty: 5326.104004
	Iteration 33Q: 3 clusters Score -8471318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8471315.000000 Penalty: 5326.104004
	Iteration 34Q: 3 clusters Score -8471315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45600 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8471311.000000 Penalty: 5326.104004
	Iteration 35Q: 3 clusters Score -8471311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45605 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8471318.000000 Penalty: 5326.104004
	Iteration 36Q: 3 clusters Score -8471318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45608 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -8471320.000000 Penalty: 5326.104004
	Iteration 37Q: 3 clusters Score -8471320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -8471315.000000 Penalty: 5326.104004
	Iteration 38Q: 3 clusters Score -8471315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45612 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8471325.000000 Penalty: 5326.104004
	Iteration 39Q: 3 clusters Score -8471325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -8471320.000000 Penalty: 5326.104004
	Iteration 40F: 3 clusters Score -8471320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45615 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8471320.000000 Penalty: 5326.104004
	Iteration 41Q: 3 clusters Score -8471320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45615 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8471320.000000 Penalty: 5326.104004
	Iteration 42F: 3 clusters Score -8471320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (25145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Entering Unmasked Estep 
Score: -4467507.500000 Penalty: 2512.838623
	Iteration 0F: 2 clusters Score -4467508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -4450143.500000 Penalty: 5025.677246
	Iteration 0F: 3 clusters Score -4450144 nChanged 11207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -4456176.000000 Penalty: 5025.677246
	Iteration 1F: 3 clusters Score -4456176 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -4456662.500000 Penalty: 5025.677246
	Iteration 2F: 3 clusters Score -4456662 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -4457098.500000 Penalty: 5025.677246
	Iteration 3Q: 3 clusters Score -4457098 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -4457610.000000 Penalty: 5025.677246
	Iteration 4Q: 3 clusters Score -4457610 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -4458357.500000 Penalty: 5025.677246
	Iteration 5F: 3 clusters Score -4458358 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -4459461.000000 Penalty: 5025.677246
	Iteration 6F: 3 clusters Score -4459461 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -4460899.000000 Penalty: 5025.677246
	Iteration 7F: 3 clusters Score -4460899 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -4462484.500000 Penalty: 5025.677246
	Iteration 8F: 3 clusters Score -4462484 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -4463787.000000 Penalty: 5025.677246
	Iteration 9F: 3 clusters Score -4463787 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4464525.000000 Penalty: 5025.677246
	Iteration 10Q: 3 clusters Score -4464525 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -4464913.000000 Penalty: 5025.677246
	Iteration 11Q: 3 clusters Score -4464913 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4465082.500000 Penalty: 5025.677246
	Iteration 12Q: 3 clusters Score -4465082 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4465172.000000 Penalty: 5025.677246
	Iteration 13Q: 3 clusters Score -4465172 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24809 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4465222.500000 Penalty: 5025.677246
	Iteration 14Q: 3 clusters Score -4465222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4465257.500000 Penalty: 5025.677246
	Iteration 15Q: 3 clusters Score -4465258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -4465272.500000 Penalty: 5025.677246
	Iteration 16Q: 3 clusters Score -4465272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4465293.000000 Penalty: 5025.677246
	Iteration 17Q: 3 clusters Score -4465293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4465309.500000 Penalty: 5025.677246
	Iteration 18Q: 3 clusters Score -4465310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4465318.000000 Penalty: 5025.677246
	Iteration 19Q: 3 clusters Score -4465318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4465326.500000 Penalty: 5025.677246
	Iteration 20F: 3 clusters Score -4465326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4465337.000000 Penalty: 5025.677246
	Iteration 21Q: 3 clusters Score -4465337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4465341.500000 Penalty: 5025.677246
	Iteration 22Q: 3 clusters Score -4465342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4465343.000000 Penalty: 5025.677246
	Iteration 23Q: 3 clusters Score -4465343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4465347.000000 Penalty: 5025.677246
	Iteration 24Q: 3 clusters Score -4465347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4465347.500000 Penalty: 5025.677246
	Iteration 25Q: 3 clusters Score -4465348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4465347.500000 Penalty: 5025.677246
	Iteration 26F: 3 clusters Score -4465348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (47337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47337 members 
Entering Unmasked Estep 
Score: -8737842.000000 Penalty: 2669.731689
	Iteration 0F: 2 clusters Score -8737842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -8708382.000000 Penalty: 5339.463379
	Iteration 0F: 3 clusters Score -8708382 nChanged 21787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -8720534.000000 Penalty: 5339.463379
	Iteration 1F: 3 clusters Score -8720534 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -8721169.000000 Penalty: 5339.463379
	Iteration 2Q: 3 clusters Score -8721169 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -8721819.000000 Penalty: 5339.463379
	Iteration 3Q: 3 clusters Score -8721819 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -8722377.000000 Penalty: 5339.463379
	Iteration 4Q: 3 clusters Score -8722377 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -8723070.000000 Penalty: 5339.463379
	Iteration 5Q: 3 clusters Score -8723070 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -8723940.000000 Penalty: 5339.463379
	Iteration 6Q: 3 clusters Score -8723940 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 27903 members 
Entering Unmasked Estep 
Score: -8724949.000000 Penalty: 5339.463379
	Iteration 7Q: 3 clusters Score -8724949 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -8726060.000000 Penalty: 5339.463379
	Iteration 8Q: 3 clusters Score -8726060 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -8727563.000000 Penalty: 5339.463379
	Iteration 9Q: 3 clusters Score -8727563 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 31323 members 
Entering Unmasked Estep 
Score: -8729178.000000 Penalty: 5339.463379
	Iteration 10F: 3 clusters Score -8729178 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15001 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -8730577.000000 Penalty: 5339.463379
	Iteration 11Q: 3 clusters Score -8730577 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 33154 members 
Entering Unmasked Estep 
Score: -8731570.000000 Penalty: 5339.463379
	Iteration 12Q: 3 clusters Score -8731570 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -8732133.000000 Penalty: 5339.463379
	Iteration 13Q: 3 clusters Score -8732133 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -8732512.000000 Penalty: 5339.463379
	Iteration 14Q: 3 clusters Score -8732512 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -8732832.000000 Penalty: 5339.463379
	Iteration 15Q: 3 clusters Score -8732832 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -8733086.000000 Penalty: 5339.463379
	Iteration 16Q: 3 clusters Score -8733086 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 36403 members 
Entering Unmasked Estep 
Score: -8733333.000000 Penalty: 5339.463379
	Iteration 17Q: 3 clusters Score -8733333 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 36955 members 
Entering Unmasked Estep 
Score: -8733523.000000 Penalty: 5339.463379
	Iteration 18Q: 3 clusters Score -8733523 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -8733708.000000 Penalty: 5339.463379
	Iteration 19Q: 3 clusters Score -8733708 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -8733888.000000 Penalty: 5339.463379
	Iteration 20F: 3 clusters Score -8733888 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -8734033.000000 Penalty: 5339.463379
	Iteration 21Q: 3 clusters Score -8734033 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
Score: -8734254.000000 Penalty: 5339.463379
	Iteration 22Q: 3 clusters Score -8734254 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -8734414.000000 Penalty: 5339.463379
	Iteration 23Q: 3 clusters Score -8734414 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 40140 members 
Entering Unmasked Estep 
Score: -8734587.000000 Penalty: 5339.463379
	Iteration 24Q: 3 clusters Score -8734587 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 40630 members 
Entering Unmasked Estep 
Score: -8734775.000000 Penalty: 5339.463379
	Iteration 25Q: 3 clusters Score -8734775 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 41117 members 
Entering Unmasked Estep 
Score: -8734943.000000 Penalty: 5339.463379
	Iteration 26Q: 3 clusters Score -8734943 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -8735073.000000 Penalty: 5339.463379
	Iteration 27Q: 3 clusters Score -8735073 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -8735248.000000 Penalty: 5339.463379
	Iteration 28Q: 3 clusters Score -8735248 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 42509 members 
Entering Unmasked Estep 
Score: -8735401.000000 Penalty: 5339.463379
	Iteration 29Q: 3 clusters Score -8735401 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 42910 members 
Entering Unmasked Estep 
Score: -8735549.000000 Penalty: 5339.463379
	Iteration 30Q: 3 clusters Score -8735549 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -8735640.000000 Penalty: 5339.463379
	Iteration 31Q: 3 clusters Score -8735640 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 43538 members 
Entering Unmasked Estep 
Score: -8735716.000000 Penalty: 5339.463379
	Iteration 32Q: 3 clusters Score -8735716 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 43802 members 
Entering Unmasked Estep 
Score: -8735762.000000 Penalty: 5339.463379
	Iteration 33Q: 3 clusters Score -8735762 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 44036 members 
Entering Unmasked Estep 
Score: -8735815.000000 Penalty: 5339.463379
	Iteration 34Q: 3 clusters Score -8735815 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -8735854.000000 Penalty: 5339.463379
	Iteration 35Q: 3 clusters Score -8735854 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 44421 members 
Entering Unmasked Estep 
Score: -8735853.000000 Penalty: 5339.463379
	Iteration 36Q: 3 clusters Score -8735853 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 44558 members 
Entering Unmasked Estep 
Score: -8735868.000000 Penalty: 5339.463379
	Iteration 37Q: 3 clusters Score -8735868 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 44688 members 
Entering Unmasked Estep 
Score: -8735890.000000 Penalty: 5339.463379
	Iteration 38Q: 3 clusters Score -8735890 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 44797 members 
Entering Unmasked Estep 
Score: -8735911.000000 Penalty: 5339.463379
	Iteration 39Q: 3 clusters Score -8735911 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -8735925.000000 Penalty: 5339.463379
	Iteration 40F: 3 clusters Score -8735925 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 45014 members 
Entering Unmasked Estep 
Score: -8735937.000000 Penalty: 5339.463379
	Iteration 41Q: 3 clusters Score -8735937 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -8735942.000000 Penalty: 5339.463379
	Iteration 42Q: 3 clusters Score -8735942 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -8735951.000000 Penalty: 5339.463379
	Iteration 43Q: 3 clusters Score -8735951 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -8735937.000000 Penalty: 5339.463379
	Iteration 44Q: 3 clusters Score -8735937 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -8735956.000000 Penalty: 5339.463379
	Iteration 45Q: 3 clusters Score -8735956 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -8735959.000000 Penalty: 5339.463379
	Iteration 46Q: 3 clusters Score -8735959 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 45377 members 
Entering Unmasked Estep 
Score: -8735947.000000 Penalty: 5339.463379
	Iteration 47Q: 3 clusters Score -8735947 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 45410 members 
Entering Unmasked Estep 
Score: -8735962.000000 Penalty: 5339.463379
	Iteration 48Q: 3 clusters Score -8735962 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 45439 members 
Entering Unmasked Estep 
Score: -8735973.000000 Penalty: 5339.463379
	Iteration 49Q: 3 clusters Score -8735973 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 45461 members 
Entering Unmasked Estep 
Score: -8735964.000000 Penalty: 5339.463379
	Iteration 50Q: 3 clusters Score -8735964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 45474 members 
Entering Unmasked Estep 
Score: -8735978.000000 Penalty: 5339.463379
	Iteration 51Q: 3 clusters Score -8735978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 45485 members 
Entering Unmasked Estep 
Score: -8735967.000000 Penalty: 5339.463379
	Iteration 52Q: 3 clusters Score -8735967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 45501 members 
Entering Unmasked Estep 
Score: -8735975.000000 Penalty: 5339.463379
	Iteration 53Q: 3 clusters Score -8735975 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 45514 members 
Entering Unmasked Estep 
Score: -8735983.000000 Penalty: 5339.463379
	Iteration 54Q: 3 clusters Score -8735983 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -8735986.000000 Penalty: 5339.463379
	Iteration 55Q: 3 clusters Score -8735986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 45536 members 
Entering Unmasked Estep 
Score: -8735979.000000 Penalty: 5339.463379
	Iteration 56Q: 3 clusters Score -8735979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 45542 members 
Entering Unmasked Estep 
Score: -8735984.000000 Penalty: 5339.463379
	Iteration 57Q: 3 clusters Score -8735984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 45545 members 
Entering Unmasked Estep 
Score: -8735973.000000 Penalty: 5339.463379
	Iteration 58Q: 3 clusters Score -8735973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 45558 members 
Entering Unmasked Estep 
Score: -8735981.000000 Penalty: 5339.463379
	Iteration 59Q: 3 clusters Score -8735981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
Score: -8735971.000000 Penalty: 5339.463379
	Iteration 60F: 3 clusters Score -8735971 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 45589 members 
Entering Unmasked Estep 
Score: -8735987.000000 Penalty: 5339.463379
	Iteration 61Q: 3 clusters Score -8735987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 45602 members 
Entering Unmasked Estep 
Score: -8735986.000000 Penalty: 5339.463379
	Iteration 62Q: 3 clusters Score -8735986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 45614 members 
Entering Unmasked Estep 
Score: -8735982.000000 Penalty: 5339.463379
	Iteration 63Q: 3 clusters Score -8735982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 45630 members 
Entering Unmasked Estep 
Score: -8735968.000000 Penalty: 5339.463379
	Iteration 64Q: 3 clusters Score -8735968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -8735958.000000 Penalty: 5339.463379
	Iteration 65Q: 3 clusters Score -8735958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 45655 members 
Entering Unmasked Estep 
Score: -8735958.000000 Penalty: 5339.463379
	Iteration 66Q: 3 clusters Score -8735958 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
Score: -8735964.000000 Penalty: 5339.463379
	Iteration 67Q: 3 clusters Score -8735964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 45700 members 
Entering Unmasked Estep 
Score: -8735966.000000 Penalty: 5339.463379
	Iteration 68Q: 3 clusters Score -8735966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 45721 members 
Entering Unmasked Estep 
Score: -8735967.000000 Penalty: 5339.463379
	Iteration 69Q: 3 clusters Score -8735967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 45735 members 
Entering Unmasked Estep 
Score: -8735954.000000 Penalty: 5339.463379
	Iteration 70Q: 3 clusters Score -8735954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 45748 members 
Entering Unmasked Estep 
Score: -8735966.000000 Penalty: 5339.463379
	Iteration 71Q: 3 clusters Score -8735966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 45761 members 
Entering Unmasked Estep 
Score: -8735960.000000 Penalty: 5339.463379
	Iteration 72Q: 3 clusters Score -8735960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 45775 members 
Entering Unmasked Estep 
Score: -8735975.000000 Penalty: 5339.463379
	Iteration 73Q: 3 clusters Score -8735975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 45781 members 
Entering Unmasked Estep 
Score: -8735975.000000 Penalty: 5339.463379
	Iteration 74Q: 3 clusters Score -8735975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 45787 members 
Entering Unmasked Estep 
Score: -8735976.000000 Penalty: 5339.463379
	Iteration 75Q: 3 clusters Score -8735976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 45791 members 
Entering Unmasked Estep 
Score: -8735981.000000 Penalty: 5339.463379
	Iteration 76Q: 3 clusters Score -8735981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 45796 members 
Entering Unmasked Estep 
Score: -8735980.000000 Penalty: 5339.463379
	Iteration 77Q: 3 clusters Score -8735980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 45801 members 
Entering Unmasked Estep 
Score: -8735983.000000 Penalty: 5339.463379
	Iteration 78Q: 3 clusters Score -8735983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 45808 members 
Entering Unmasked Estep 
Score: -8735982.000000 Penalty: 5339.463379
	Iteration 79Q: 3 clusters Score -8735982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 45815 members 
Entering Unmasked Estep 
Score: -8735984.000000 Penalty: 5339.463379
	Iteration 80F: 3 clusters Score -8735984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 45817 members 
Entering Unmasked Estep 
Score: -8735988.000000 Penalty: 5339.463379
	Iteration 81Q: 3 clusters Score -8735988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 45824 members 
Entering Unmasked Estep 
Score: -8735975.000000 Penalty: 5339.463379
	Iteration 82Q: 3 clusters Score -8735975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 45829 members 
Entering Unmasked Estep 
Score: -8735977.000000 Penalty: 5339.463379
	Iteration 83Q: 3 clusters Score -8735977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 45831 members 
Entering Unmasked Estep 
Score: -8735985.000000 Penalty: 5339.463379
	Iteration 84Q: 3 clusters Score -8735985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 45835 members 
Entering Unmasked Estep 
Score: -8735993.000000 Penalty: 5339.463379
	Iteration 85Q: 3 clusters Score -8735993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 45836 members 
Entering Unmasked Estep 
Score: -8735988.000000 Penalty: 5339.463379
	Iteration 86Q: 3 clusters Score -8735988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 45838 members 
Entering Unmasked Estep 
Score: -8735995.000000 Penalty: 5339.463379
	Iteration 87Q: 3 clusters Score -8735995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 45840 members 
Entering Unmasked Estep 
Score: -8735988.000000 Penalty: 5339.463379
	Iteration 88Q: 3 clusters Score -8735988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 45840 members 
Entering Unmasked Estep 
Score: -8735978.000000 Penalty: 5339.463379
	Iteration 89Q: 3 clusters Score -8735978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 45842 members 
Entering Unmasked Estep 
Score: -8735990.000000 Penalty: 5339.463379
	Iteration 90Q: 3 clusters Score -8735990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 45845 members 
Entering Unmasked Estep 
Score: -8735988.000000 Penalty: 5339.463379
	Iteration 91Q: 3 clusters Score -8735988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 45848 members 
Entering Unmasked Estep 
Score: -8735995.000000 Penalty: 5339.463379
	Iteration 92Q: 3 clusters Score -8735995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 45852 members 
Entering Unmasked Estep 
Score: -8735996.000000 Penalty: 5339.463379
	Iteration 93Q: 3 clusters Score -8735996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 45854 members 
Entering Unmasked Estep 
Score: -8735990.000000 Penalty: 5339.463379
	Iteration 94Q: 3 clusters Score -8735990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 45858 members 
Entering Unmasked Estep 
Score: -8735987.000000 Penalty: 5339.463379
	Iteration 95Q: 3 clusters Score -8735987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 45863 members 
Entering Unmasked Estep 
Score: -8735989.000000 Penalty: 5339.463379
	Iteration 96Q: 3 clusters Score -8735989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 45868 members 
Entering Unmasked Estep 
Score: -8735994.000000 Penalty: 5339.463379
	Iteration 97Q: 3 clusters Score -8735994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 45876 members 
Entering Unmasked Estep 
Score: -8735993.000000 Penalty: 5339.463379
	Iteration 98Q: 3 clusters Score -8735993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 45878 members 
Entering Unmasked Estep 
Score: -8735990.000000 Penalty: 5339.463379
	Iteration 99Q: 3 clusters Score -8735990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 45881 members 
Entering Unmasked Estep 
Score: -8735980.000000 Penalty: 5339.463379
	Iteration 100F: 3 clusters Score -8735980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -8735983.000000 Penalty: 5339.463379
	Iteration 101Q: 3 clusters Score -8735983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 45887 members 
Entering Unmasked Estep 
Score: -8735980.000000 Penalty: 5339.463379
	Iteration 102Q: 3 clusters Score -8735980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 45887 members 
Entering Unmasked Estep 
Score: -8735982.000000 Penalty: 5339.463379
	Iteration 103Q: 3 clusters Score -8735982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 45887 members 
Entering Unmasked Estep 
Score: -8735983.000000 Penalty: 5339.463379
	Iteration 104Q: 3 clusters Score -8735983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 45887 members 
Entering Unmasked Estep 
Score: -8735983.000000 Penalty: 5339.463379
	Iteration 105F: 3 clusters Score -8735983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (49074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49074 members 
Entering Unmasked Estep 
Score: -8953467.000000 Penalty: 2678.668945
	Iteration 0F: 2 clusters Score -8953467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -8922259.000000 Penalty: 5357.337891
	Iteration 0F: 3 clusters Score -8922259 nChanged 22690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -8935187.000000 Penalty: 5357.337891
	Iteration 1F: 3 clusters Score -8935187 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -8935884.000000 Penalty: 5357.337891
	Iteration 2Q: 3 clusters Score -8935884 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -8936610.000000 Penalty: 5357.337891
	Iteration 3Q: 3 clusters Score -8936610 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -8937388.000000 Penalty: 5357.337891
	Iteration 4Q: 3 clusters Score -8937388 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -8938380.000000 Penalty: 5357.337891
	Iteration 5Q: 3 clusters Score -8938380 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -8939696.000000 Penalty: 5357.337891
	Iteration 6F: 3 clusters Score -8939696 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -8941294.000000 Penalty: 5357.337891
	Iteration 7F: 3 clusters Score -8941294 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -8943128.000000 Penalty: 5357.337891
	Iteration 8F: 3 clusters Score -8943128 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 38404 members 
Entering Unmasked Estep 
Score: -8945221.000000 Penalty: 5357.337891
	Iteration 9F: 3 clusters Score -8945221 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 40930 members 
Entering Unmasked Estep 
Score: -8947211.000000 Penalty: 5357.337891
	Iteration 10F: 3 clusters Score -8947211 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 43071 members 
Entering Unmasked Estep 
Score: -8948822.000000 Penalty: 5357.337891
	Iteration 11Q: 3 clusters Score -8948822 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 44583 members 
Entering Unmasked Estep 
Score: -8949932.000000 Penalty: 5357.337891
	Iteration 12Q: 3 clusters Score -8949932 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -8950497.000000 Penalty: 5357.337891
	Iteration 13Q: 3 clusters Score -8950497 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 46309 members 
Entering Unmasked Estep 
Score: -8950901.000000 Penalty: 5357.337891
	Iteration 14Q: 3 clusters Score -8950901 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 46799 members 
Entering Unmasked Estep 
Score: -8951121.000000 Penalty: 5357.337891
	Iteration 15Q: 3 clusters Score -8951121 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 47123 members 
Entering Unmasked Estep 
Score: -8951174.000000 Penalty: 5357.337891
	Iteration 16Q: 3 clusters Score -8951174 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 47381 members 
Entering Unmasked Estep 
Score: -8951238.000000 Penalty: 5357.337891
	Iteration 17Q: 3 clusters Score -8951238 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 47542 members 
Entering Unmasked Estep 
Score: -8951272.000000 Penalty: 5357.337891
	Iteration 18Q: 3 clusters Score -8951272 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 47663 members 
Entering Unmasked Estep 
Score: -8951303.000000 Penalty: 5357.337891
	Iteration 19Q: 3 clusters Score -8951303 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 47768 members 
Entering Unmasked Estep 
Score: -8951349.000000 Penalty: 5357.337891
	Iteration 20F: 3 clusters Score -8951349 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 47848 members 
Entering Unmasked Estep 
Score: -8951363.000000 Penalty: 5357.337891
	Iteration 21Q: 3 clusters Score -8951363 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 47907 members 
Entering Unmasked Estep 
Score: -8951364.000000 Penalty: 5357.337891
	Iteration 22Q: 3 clusters Score -8951364 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 47962 members 
Entering Unmasked Estep 
Score: -8951373.000000 Penalty: 5357.337891
	Iteration 23Q: 3 clusters Score -8951373 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 48001 members 
Entering Unmasked Estep 
Score: -8951381.000000 Penalty: 5357.337891
	Iteration 24Q: 3 clusters Score -8951381 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 48033 members 
Entering Unmasked Estep 
Score: -8951368.000000 Penalty: 5357.337891
	Iteration 25Q: 3 clusters Score -8951368 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 48068 members 
Entering Unmasked Estep 
Score: -8951370.000000 Penalty: 5357.337891
	Iteration 26Q: 3 clusters Score -8951370 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 48100 members 
Entering Unmasked Estep 
Score: -8951374.000000 Penalty: 5357.337891
	Iteration 27Q: 3 clusters Score -8951374 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 48126 members 
Entering Unmasked Estep 
Score: -8951379.000000 Penalty: 5357.337891
	Iteration 28Q: 3 clusters Score -8951379 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 48155 members 
Entering Unmasked Estep 
Score: -8951368.000000 Penalty: 5357.337891
	Iteration 29Q: 3 clusters Score -8951368 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 48173 members 
Entering Unmasked Estep 
Score: -8951366.000000 Penalty: 5357.337891
	Iteration 30Q: 3 clusters Score -8951366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 48189 members 
Entering Unmasked Estep 
Score: -8951380.000000 Penalty: 5357.337891
	Iteration 31Q: 3 clusters Score -8951380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 48202 members 
Entering Unmasked Estep 
Score: -8951369.000000 Penalty: 5357.337891
	Iteration 32Q: 3 clusters Score -8951369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 48214 members 
Entering Unmasked Estep 
Score: -8951362.000000 Penalty: 5357.337891
	Iteration 33Q: 3 clusters Score -8951362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 48223 members 
Entering Unmasked Estep 
Score: -8951367.000000 Penalty: 5357.337891
	Iteration 34Q: 3 clusters Score -8951367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 48231 members 
Entering Unmasked Estep 
Score: -8951374.000000 Penalty: 5357.337891
	Iteration 35Q: 3 clusters Score -8951374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 48243 members 
Entering Unmasked Estep 
Score: -8951365.000000 Penalty: 5357.337891
	Iteration 36Q: 3 clusters Score -8951365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 48251 members 
Entering Unmasked Estep 
Score: -8951381.000000 Penalty: 5357.337891
	Iteration 37Q: 3 clusters Score -8951381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 48257 members 
Entering Unmasked Estep 
Score: -8951373.000000 Penalty: 5357.337891
	Iteration 38Q: 3 clusters Score -8951373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
Score: -8951378.000000 Penalty: 5357.337891
	Iteration 39Q: 3 clusters Score -8951378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 48264 members 
Entering Unmasked Estep 
Score: -8951376.000000 Penalty: 5357.337891
	Iteration 40F: 3 clusters Score -8951376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 48266 members 
Entering Unmasked Estep 
Score: -8951379.000000 Penalty: 5357.337891
	Iteration 41Q: 3 clusters Score -8951379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 48271 members 
Entering Unmasked Estep 
Score: -8951385.000000 Penalty: 5357.337891
	Iteration 42Q: 3 clusters Score -8951385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 48277 members 
Entering Unmasked Estep 
Score: -8951384.000000 Penalty: 5357.337891
	Iteration 43Q: 3 clusters Score -8951384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 48282 members 
Entering Unmasked Estep 
Score: -8951389.000000 Penalty: 5357.337891
	Iteration 44Q: 3 clusters Score -8951389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 48287 members 
Entering Unmasked Estep 
Score: -8951392.000000 Penalty: 5357.337891
	Iteration 45Q: 3 clusters Score -8951392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 48292 members 
Entering Unmasked Estep 
Score: -8951394.000000 Penalty: 5357.337891
	Iteration 46Q: 3 clusters Score -8951394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 48294 members 
Entering Unmasked Estep 
Score: -8951393.000000 Penalty: 5357.337891
	Iteration 47Q: 3 clusters Score -8951393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 48298 members 
Entering Unmasked Estep 
Score: -8951391.000000 Penalty: 5357.337891
	Iteration 48Q: 3 clusters Score -8951391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 48306 members 
Entering Unmasked Estep 
Score: -8951381.000000 Penalty: 5357.337891
	Iteration 49Q: 3 clusters Score -8951381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 48308 members 
Entering Unmasked Estep 
Score: -8951393.000000 Penalty: 5357.337891
	Iteration 50Q: 3 clusters Score -8951393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 48311 members 
Entering Unmasked Estep 
Score: -8951390.000000 Penalty: 5357.337891
	Iteration 51Q: 3 clusters Score -8951390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 48312 members 
Entering Unmasked Estep 
Score: -8951390.000000 Penalty: 5357.337891
	Iteration 52Q: 3 clusters Score -8951390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 48314 members 
Entering Unmasked Estep 
Score: -8951392.000000 Penalty: 5357.337891
	Iteration 53Q: 3 clusters Score -8951392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 48317 members 
Entering Unmasked Estep 
Score: -8951394.000000 Penalty: 5357.337891
	Iteration 54Q: 3 clusters Score -8951394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 48322 members 
Entering Unmasked Estep 
Score: -8951399.000000 Penalty: 5357.337891
	Iteration 55Q: 3 clusters Score -8951399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 48324 members 
Entering Unmasked Estep 
Score: -8951395.000000 Penalty: 5357.337891
	Iteration 56Q: 3 clusters Score -8951395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 48327 members 
Entering Unmasked Estep 
Score: -8951396.000000 Penalty: 5357.337891
	Iteration 57Q: 3 clusters Score -8951396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 48328 members 
Entering Unmasked Estep 
Score: -8951387.000000 Penalty: 5357.337891
	Iteration 58Q: 3 clusters Score -8951387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 48329 members 
Entering Unmasked Estep 
Score: -8951395.000000 Penalty: 5357.337891
	Iteration 59Q: 3 clusters Score -8951395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 48330 members 
Entering Unmasked Estep 
Score: -8951400.000000 Penalty: 5357.337891
	Iteration 60F: 3 clusters Score -8951400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 48331 members 
Entering Unmasked Estep 
Score: -8951391.000000 Penalty: 5357.337891
	Iteration 61Q: 3 clusters Score -8951391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 48333 members 
Entering Unmasked Estep 
Score: -8951385.000000 Penalty: 5357.337891
	Iteration 62Q: 3 clusters Score -8951385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 48337 members 
Entering Unmasked Estep 
Score: -8951396.000000 Penalty: 5357.337891
	Iteration 63Q: 3 clusters Score -8951396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 48343 members 
Entering Unmasked Estep 
Score: -8951394.000000 Penalty: 5357.337891
	Iteration 64Q: 3 clusters Score -8951394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 48346 members 
Entering Unmasked Estep 
Score: -8951388.000000 Penalty: 5357.337891
	Iteration 65Q: 3 clusters Score -8951388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 48347 members 
Entering Unmasked Estep 
Score: -8951391.000000 Penalty: 5357.337891
	Iteration 66Q: 3 clusters Score -8951391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 48348 members 
Entering Unmasked Estep 
Score: -8951392.000000 Penalty: 5357.337891
	Iteration 67Q: 3 clusters Score -8951392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 48349 members 
Entering Unmasked Estep 
Score: -8951394.000000 Penalty: 5357.337891
	Iteration 68Q: 3 clusters Score -8951394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 48351 members 
Entering Unmasked Estep 
Score: -8951400.000000 Penalty: 5357.337891
	Iteration 69Q: 3 clusters Score -8951400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 48352 members 
Entering Unmasked Estep 
Score: -8951407.000000 Penalty: 5357.337891
	Iteration 70Q: 3 clusters Score -8951407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 48352 members 
Entering Unmasked Estep 
Score: -8951405.000000 Penalty: 5357.337891
	Iteration 71Q: 3 clusters Score -8951405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 48352 members 
Entering Unmasked Estep 
Score: -8951405.000000 Penalty: 5357.337891
	Iteration 72F: 3 clusters Score -8951405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (50756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50756 members 
Entering Unmasked Estep 
Score: -9215522.000000 Penalty: 2687.026855
	Iteration 0F: 2 clusters Score -9215522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -9183067.000000 Penalty: 5374.053711
	Iteration 0F: 3 clusters Score -9183067 nChanged 23292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -9196182.000000 Penalty: 5374.053711
	Iteration 1F: 3 clusters Score -9196182 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -9197280.000000 Penalty: 5374.053711
	Iteration 2F: 3 clusters Score -9197280 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27912 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -9198587.000000 Penalty: 5374.053711
	Iteration 3F: 3 clusters Score -9198587 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -9200343.000000 Penalty: 5374.053711
	Iteration 4F: 3 clusters Score -9200343 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31013 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -9202370.000000 Penalty: 5374.053711
	Iteration 5F: 3 clusters Score -9202370 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -9204948.000000 Penalty: 5374.053711
	Iteration 6F: 3 clusters Score -9204948 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -9207784.000000 Penalty: 5374.053711
	Iteration 7F: 3 clusters Score -9207784 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -9210255.000000 Penalty: 5374.053711
	Iteration 8F: 3 clusters Score -9210255 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -9211719.000000 Penalty: 5374.053711
	Iteration 9Q: 3 clusters Score -9211719 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -9212396.000000 Penalty: 5374.053711
	Iteration 10Q: 3 clusters Score -9212396 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -9212800.000000 Penalty: 5374.053711
	Iteration 11Q: 3 clusters Score -9212800 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -9213041.000000 Penalty: 5374.053711
	Iteration 12Q: 3 clusters Score -9213041 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -9213253.000000 Penalty: 5374.053711
	Iteration 13Q: 3 clusters Score -9213253 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -9213410.000000 Penalty: 5374.053711
	Iteration 14Q: 3 clusters Score -9213410 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -9213579.000000 Penalty: 5374.053711
	Iteration 15Q: 3 clusters Score -9213579 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -9213662.000000 Penalty: 5374.053711
	Iteration 16Q: 3 clusters Score -9213662 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43475 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -9213763.000000 Penalty: 5374.053711
	Iteration 17Q: 3 clusters Score -9213763 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -9213870.000000 Penalty: 5374.053711
	Iteration 18Q: 3 clusters Score -9213870 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -9213885.000000 Penalty: 5374.053711
	Iteration 19Q: 3 clusters Score -9213885 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45041 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -9213914.000000 Penalty: 5374.053711
	Iteration 20F: 3 clusters Score -9213914 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -9213908.000000 Penalty: 5374.053711
	Iteration 21Q: 3 clusters Score -9213908 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45856 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -9213876.000000 Penalty: 5374.053711
	Iteration 22Q: 3 clusters Score -9213876 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46217 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -9213888.000000 Penalty: 5374.053711
	Iteration 23Q: 3 clusters Score -9213888 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46543 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -9213911.000000 Penalty: 5374.053711
	Iteration 24Q: 3 clusters Score -9213911 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46844 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -9213916.000000 Penalty: 5374.053711
	Iteration 25Q: 3 clusters Score -9213916 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47123 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -9213900.000000 Penalty: 5374.053711
	Iteration 26Q: 3 clusters Score -9213900 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47401 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -9213866.000000 Penalty: 5374.053711
	Iteration 27Q: 3 clusters Score -9213866 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47634 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -9213851.000000 Penalty: 5374.053711
	Iteration 28Q: 3 clusters Score -9213851 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47821 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -9213851.000000 Penalty: 5374.053711
	Iteration 29Q: 3 clusters Score -9213851 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47984 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -9213839.000000 Penalty: 5374.053711
	Iteration 30Q: 3 clusters Score -9213839 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48129 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -9213838.000000 Penalty: 5374.053711
	Iteration 31Q: 3 clusters Score -9213838 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48272 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -9213809.000000 Penalty: 5374.053711
	Iteration 32Q: 3 clusters Score -9213809 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48395 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -9213799.000000 Penalty: 5374.053711
	Iteration 33Q: 3 clusters Score -9213799 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48486 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -9213755.000000 Penalty: 5374.053711
	Iteration 34Q: 3 clusters Score -9213755 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48568 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -9213742.000000 Penalty: 5374.053711
	Iteration 35Q: 3 clusters Score -9213742 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48642 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -9213748.000000 Penalty: 5374.053711
	Iteration 36Q: 3 clusters Score -9213748 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48716 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -9213717.000000 Penalty: 5374.053711
	Iteration 37Q: 3 clusters Score -9213717 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48773 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -9213713.000000 Penalty: 5374.053711
	Iteration 38Q: 3 clusters Score -9213713 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48820 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -9213692.000000 Penalty: 5374.053711
	Iteration 39Q: 3 clusters Score -9213692 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48862 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -9213678.000000 Penalty: 5374.053711
	Iteration 40F: 3 clusters Score -9213678 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48901 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -9213682.000000 Penalty: 5374.053711
	Iteration 41Q: 3 clusters Score -9213682 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48931 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -9213685.000000 Penalty: 5374.053711
	Iteration 42Q: 3 clusters Score -9213685 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48957 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -9213696.000000 Penalty: 5374.053711
	Iteration 43Q: 3 clusters Score -9213696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48980 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -9213677.000000 Penalty: 5374.053711
	Iteration 44Q: 3 clusters Score -9213677 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48999 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -9213673.000000 Penalty: 5374.053711
	Iteration 45Q: 3 clusters Score -9213673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49014 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -9213675.000000 Penalty: 5374.053711
	Iteration 46Q: 3 clusters Score -9213675 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49040 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -9213662.000000 Penalty: 5374.053711
	Iteration 47Q: 3 clusters Score -9213662 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49065 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -9213644.000000 Penalty: 5374.053711
	Iteration 48Q: 3 clusters Score -9213644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49086 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -9213653.000000 Penalty: 5374.053711
	Iteration 49Q: 3 clusters Score -9213653 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49107 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -9213646.000000 Penalty: 5374.053711
	Iteration 50Q: 3 clusters Score -9213646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49131 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -9213644.000000 Penalty: 5374.053711
	Iteration 51Q: 3 clusters Score -9213644 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49152 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -9213650.000000 Penalty: 5374.053711
	Iteration 52Q: 3 clusters Score -9213650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49167 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -9213644.000000 Penalty: 5374.053711
	Iteration 53Q: 3 clusters Score -9213644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49181 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -9213648.000000 Penalty: 5374.053711
	Iteration 54Q: 3 clusters Score -9213648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -9213659.000000 Penalty: 5374.053711
	Iteration 55Q: 3 clusters Score -9213659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49208 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -9213640.000000 Penalty: 5374.053711
	Iteration 56Q: 3 clusters Score -9213640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49226 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -9213643.000000 Penalty: 5374.053711
	Iteration 57Q: 3 clusters Score -9213643 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49241 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -9213638.000000 Penalty: 5374.053711
	Iteration 58Q: 3 clusters Score -9213638 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49254 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -9213643.000000 Penalty: 5374.053711
	Iteration 59Q: 3 clusters Score -9213643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49262 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -9213643.000000 Penalty: 5374.053711
	Iteration 60F: 3 clusters Score -9213643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49269 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -9213631.000000 Penalty: 5374.053711
	Iteration 61Q: 3 clusters Score -9213631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49277 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -9213632.000000 Penalty: 5374.053711
	Iteration 62Q: 3 clusters Score -9213632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49282 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -9213632.000000 Penalty: 5374.053711
	Iteration 63Q: 3 clusters Score -9213632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49286 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -9213635.000000 Penalty: 5374.053711
	Iteration 64Q: 3 clusters Score -9213635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49289 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -9213634.000000 Penalty: 5374.053711
	Iteration 65Q: 3 clusters Score -9213634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49294 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -9213633.000000 Penalty: 5374.053711
	Iteration 66Q: 3 clusters Score -9213633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49298 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -9213630.000000 Penalty: 5374.053711
	Iteration 67Q: 3 clusters Score -9213630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49299 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -9213627.000000 Penalty: 5374.053711
	Iteration 68Q: 3 clusters Score -9213627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49299 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -9213627.000000 Penalty: 5374.053711
	Iteration 69F: 3 clusters Score -9213627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (49328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49328 members 
Entering Unmasked Estep 
Score: -9168042.000000 Penalty: 2679.949219
	Iteration 0F: 2 clusters Score -9168042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -9139081.000000 Penalty: 5359.898438
	Iteration 0F: 3 clusters Score -9139081 nChanged 22987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 24672 members 
Entering Unmasked Estep 
Score: -9151859.000000 Penalty: 5359.898438
	Iteration 1F: 3 clusters Score -9151859 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -9152436.000000 Penalty: 5359.898438
	Iteration 2Q: 3 clusters Score -9152436 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24496 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -9152951.000000 Penalty: 5359.898438
	Iteration 3Q: 3 clusters Score -9152951 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -9153411.000000 Penalty: 5359.898438
	Iteration 4Q: 3 clusters Score -9153411 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -9153809.000000 Penalty: 5359.898438
	Iteration 5Q: 3 clusters Score -9153809 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23948 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -9154219.000000 Penalty: 5359.898438
	Iteration 6Q: 3 clusters Score -9154219 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 25817 members 
Entering Unmasked Estep 
Score: -9154669.000000 Penalty: 5359.898438
	Iteration 7Q: 3 clusters Score -9154669 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -9155210.000000 Penalty: 5359.898438
	Iteration 8Q: 3 clusters Score -9155210 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22094 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -9155779.000000 Penalty: 5359.898438
	Iteration 9Q: 3 clusters Score -9155779 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -9156597.000000 Penalty: 5359.898438
	Iteration 10Q: 3 clusters Score -9156597 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -9157689.000000 Penalty: 5359.898438
	Iteration 11Q: 3 clusters Score -9157689 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -9158968.000000 Penalty: 5359.898438
	Iteration 12Q: 3 clusters Score -9158968 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -9160508.000000 Penalty: 5359.898438
	Iteration 13Q: 3 clusters Score -9160508 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -9161983.000000 Penalty: 5359.898438
	Iteration 14Q: 3 clusters Score -9161983 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
Score: -9163190.000000 Penalty: 5359.898438
	Iteration 15Q: 3 clusters Score -9163190 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 36896 members 
Entering Unmasked Estep 
Score: -9163978.000000 Penalty: 5359.898438
	Iteration 16Q: 3 clusters Score -9163978 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 38040 members 
Entering Unmasked Estep 
Score: -9164420.000000 Penalty: 5359.898438
	Iteration 17Q: 3 clusters Score -9164420 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -9164783.000000 Penalty: 5359.898438
	Iteration 18Q: 3 clusters Score -9164783 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -9165102.000000 Penalty: 5359.898438
	Iteration 19Q: 3 clusters Score -9165102 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 41307 members 
Entering Unmasked Estep 
Score: -9165473.000000 Penalty: 5359.898438
	Iteration 20F: 3 clusters Score -9165473 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 42340 members 
Entering Unmasked Estep 
Score: -9165752.000000 Penalty: 5359.898438
	Iteration 21Q: 3 clusters Score -9165752 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 43355 members 
Entering Unmasked Estep 
Score: -9165934.000000 Penalty: 5359.898438
	Iteration 22Q: 3 clusters Score -9165934 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -9166062.000000 Penalty: 5359.898438
	Iteration 23Q: 3 clusters Score -9166062 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 45160 members 
Entering Unmasked Estep 
Score: -9166127.000000 Penalty: 5359.898438
	Iteration 24Q: 3 clusters Score -9166127 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -9166085.000000 Penalty: 5359.898438
	Iteration 25Q: 3 clusters Score -9166085 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 46513 members 
Entering Unmasked Estep 
Score: -9166072.000000 Penalty: 5359.898438
	Iteration 26Q: 3 clusters Score -9166072 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 47005 members 
Entering Unmasked Estep 
Score: -9166166.000000 Penalty: 5359.898438
	Iteration 27Q: 3 clusters Score -9166166 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 47400 members 
Entering Unmasked Estep 
Score: -9166179.000000 Penalty: 5359.898438
	Iteration 28Q: 3 clusters Score -9166179 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 47671 members 
Entering Unmasked Estep 
Score: -9166183.000000 Penalty: 5359.898438
	Iteration 29Q: 3 clusters Score -9166183 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 47882 members 
Entering Unmasked Estep 
Score: -9166178.000000 Penalty: 5359.898438
	Iteration 30Q: 3 clusters Score -9166178 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 48042 members 
Entering Unmasked Estep 
Score: -9166194.000000 Penalty: 5359.898438
	Iteration 31Q: 3 clusters Score -9166194 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 48162 members 
Entering Unmasked Estep 
Score: -9166192.000000 Penalty: 5359.898438
	Iteration 32Q: 3 clusters Score -9166192 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 48258 members 
Entering Unmasked Estep 
Score: -9166204.000000 Penalty: 5359.898438
	Iteration 33Q: 3 clusters Score -9166204 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 48327 members 
Entering Unmasked Estep 
Score: -9166205.000000 Penalty: 5359.898438
	Iteration 34Q: 3 clusters Score -9166205 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 48379 members 
Entering Unmasked Estep 
Score: -9166201.000000 Penalty: 5359.898438
	Iteration 35Q: 3 clusters Score -9166201 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 48424 members 
Entering Unmasked Estep 
Score: -9166208.000000 Penalty: 5359.898438
	Iteration 36Q: 3 clusters Score -9166208 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 48455 members 
Entering Unmasked Estep 
Score: -9166224.000000 Penalty: 5359.898438
	Iteration 37Q: 3 clusters Score -9166224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 48479 members 
Entering Unmasked Estep 
Score: -9166217.000000 Penalty: 5359.898438
	Iteration 38Q: 3 clusters Score -9166217 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 48508 members 
Entering Unmasked Estep 
Score: -9166220.000000 Penalty: 5359.898438
	Iteration 39Q: 3 clusters Score -9166220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 48527 members 
Entering Unmasked Estep 
Score: -9166225.000000 Penalty: 5359.898438
	Iteration 40F: 3 clusters Score -9166225 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 48553 members 
Entering Unmasked Estep 
Score: -9166236.000000 Penalty: 5359.898438
	Iteration 41Q: 3 clusters Score -9166236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 48563 members 
Entering Unmasked Estep 
Score: -9166232.000000 Penalty: 5359.898438
	Iteration 42Q: 3 clusters Score -9166232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 48564 members 
Entering Unmasked Estep 
Score: -9166235.000000 Penalty: 5359.898438
	Iteration 43Q: 3 clusters Score -9166235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 48571 members 
Entering Unmasked Estep 
Score: -9166231.000000 Penalty: 5359.898438
	Iteration 44Q: 3 clusters Score -9166231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 48576 members 
Entering Unmasked Estep 
Score: -9166234.000000 Penalty: 5359.898438
	Iteration 45Q: 3 clusters Score -9166234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 48580 members 
Entering Unmasked Estep 
Score: -9166234.000000 Penalty: 5359.898438
	Iteration 46Q: 3 clusters Score -9166234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 48585 members 
Entering Unmasked Estep 
Score: -9166229.000000 Penalty: 5359.898438
	Iteration 47Q: 3 clusters Score -9166229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 48591 members 
Entering Unmasked Estep 
Score: -9166234.000000 Penalty: 5359.898438
	Iteration 48Q: 3 clusters Score -9166234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 48597 members 
Entering Unmasked Estep 
Score: -9166240.000000 Penalty: 5359.898438
	Iteration 49Q: 3 clusters Score -9166240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 48603 members 
Entering Unmasked Estep 
Score: -9166242.000000 Penalty: 5359.898438
	Iteration 50Q: 3 clusters Score -9166242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 48609 members 
Entering Unmasked Estep 
Score: -9166253.000000 Penalty: 5359.898438
	Iteration 51Q: 3 clusters Score -9166253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 48615 members 
Entering Unmasked Estep 
Score: -9166252.000000 Penalty: 5359.898438
	Iteration 52Q: 3 clusters Score -9166252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 48623 members 
Entering Unmasked Estep 
Score: -9166253.000000 Penalty: 5359.898438
	Iteration 53Q: 3 clusters Score -9166253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 48628 members 
Entering Unmasked Estep 
Score: -9166245.000000 Penalty: 5359.898438
	Iteration 54Q: 3 clusters Score -9166245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 48631 members 
Entering Unmasked Estep 
Score: -9166241.000000 Penalty: 5359.898438
	Iteration 55Q: 3 clusters Score -9166241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 48636 members 
Entering Unmasked Estep 
Score: -9166230.000000 Penalty: 5359.898438
	Iteration 56Q: 3 clusters Score -9166230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 48639 members 
Entering Unmasked Estep 
Score: -9166233.000000 Penalty: 5359.898438
	Iteration 57Q: 3 clusters Score -9166233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 48641 members 
Entering Unmasked Estep 
Score: -9166233.000000 Penalty: 5359.898438
	Iteration 58Q: 3 clusters Score -9166233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 48646 members 
Entering Unmasked Estep 
Score: -9166247.000000 Penalty: 5359.898438
	Iteration 59Q: 3 clusters Score -9166247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 48656 members 
Entering Unmasked Estep 
Score: -9166234.000000 Penalty: 5359.898438
	Iteration 60F: 3 clusters Score -9166234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 48665 members 
Entering Unmasked Estep 
Score: -9166237.000000 Penalty: 5359.898438
	Iteration 61Q: 3 clusters Score -9166237 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 48676 members 
Entering Unmasked Estep 
Score: -9166241.000000 Penalty: 5359.898438
	Iteration 62Q: 3 clusters Score -9166241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 48683 members 
Entering Unmasked Estep 
Score: -9166251.000000 Penalty: 5359.898438
	Iteration 63Q: 3 clusters Score -9166251 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 48688 members 
Entering Unmasked Estep 
Score: -9166247.000000 Penalty: 5359.898438
	Iteration 64Q: 3 clusters Score -9166247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 48690 members 
Entering Unmasked Estep 
Score: -9166252.000000 Penalty: 5359.898438
	Iteration 65Q: 3 clusters Score -9166252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 48689 members 
Entering Unmasked Estep 
Score: -9166255.000000 Penalty: 5359.898438
	Iteration 66Q: 3 clusters Score -9166255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 48691 members 
Entering Unmasked Estep 
Score: -9166255.000000 Penalty: 5359.898438
	Iteration 67Q: 3 clusters Score -9166255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 48692 members 
Entering Unmasked Estep 
Score: -9166253.000000 Penalty: 5359.898438
	Iteration 68Q: 3 clusters Score -9166253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 48694 members 
Entering Unmasked Estep 
Score: -9166255.000000 Penalty: 5359.898438
	Iteration 69Q: 3 clusters Score -9166255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 48696 members 
Entering Unmasked Estep 
Score: -9166267.000000 Penalty: 5359.898438
	Iteration 70Q: 3 clusters Score -9166267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 48698 members 
Entering Unmasked Estep 
Score: -9166259.000000 Penalty: 5359.898438
	Iteration 71Q: 3 clusters Score -9166259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 48701 members 
Entering Unmasked Estep 
Score: -9166254.000000 Penalty: 5359.898438
	Iteration 72Q: 3 clusters Score -9166254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 48704 members 
Entering Unmasked Estep 
Score: -9166250.000000 Penalty: 5359.898438
	Iteration 73Q: 3 clusters Score -9166250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 48705 members 
Entering Unmasked Estep 
Score: -9166249.000000 Penalty: 5359.898438
	Iteration 74Q: 3 clusters Score -9166249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 48705 members 
Entering Unmasked Estep 
Score: -9166249.000000 Penalty: 5359.898438
	Iteration 75F: 3 clusters Score -9166249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Entering Unmasked Estep 
Score: -293557.281250 Penalty: 1834.291138
	Iteration 0F: 2 clusters Score -293557.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -291163.781250 Penalty: 3668.582275
	Iteration 0F: 3 clusters Score -291163.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -291551.531250 Penalty: 3668.582275
	Iteration 1F: 3 clusters Score -291551.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -291661.500000 Penalty: 3668.582275
	Iteration 2F: 3 clusters Score -291661.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -291728.312500 Penalty: 3668.582275
	Iteration 3Q: 3 clusters Score -291728.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -291770.250000 Penalty: 3668.582275
	Iteration 4Q: 3 clusters Score -291770.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -291801.062500 Penalty: 3668.582275
	Iteration 5Q: 3 clusters Score -291801.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -291817.218750 Penalty: 3668.582275
	Iteration 6Q: 3 clusters Score -291817.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -291827.625000 Penalty: 3668.582275
	Iteration 7Q: 3 clusters Score -291827.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -291834.281250 Penalty: 3668.582275
	Iteration 8Q: 3 clusters Score -291834.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -291837.406250 Penalty: 3668.582275
	Iteration 9Q: 3 clusters Score -291837.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -291839.156250 Penalty: 3668.582275
	Iteration 10Q: 3 clusters Score -291839.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -291839.156250 Penalty: 3668.582275
	Iteration 11F: 3 clusters Score -291839.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50790 members 
Mstep: Class 2 contains 50377 members 
Mstep: Class 3 contains 6533 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44495 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46225 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45452 members 
Mstep: Class 13 contains 2282 members 
Mstep: Class 14 contains 52461 members 
Mstep: Class 15 contains 956 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44835 members 
Mstep: Class 18 contains 46079 members 
Mstep: Class 19 contains 25145 members 
Mstep: Class 20 contains 47337 members 
Mstep: Class 21 contains 49074 members 
Mstep: Class 22 contains 50756 members 
Mstep: Class 23 contains 49328 members 
Mstep: Class 24 contains 1630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198712.000000 Penalty: 76057.484375
Iteration 279Q: 24 clusters Score -1.111987e+08 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50810 members 
Mstep: Class 2 contains 50379 members 
Mstep: Class 3 contains 6542 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44483 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46227 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45451 members 
Mstep: Class 13 contains 2282 members 
Mstep: Class 14 contains 52480 members 
Mstep: Class 15 contains 956 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44837 members 
Mstep: Class 18 contains 46080 members 
Mstep: Class 19 contains 25123 members 
Mstep: Class 20 contains 47366 members 
Mstep: Class 21 contains 49042 members 
Mstep: Class 22 contains 50750 members 
Mstep: Class 23 contains 49317 members 
Mstep: Class 24 contains 1630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198712.000000 Penalty: 76057.484375
Iteration 280F: 24 clusters Score -1.111987e+08 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50831 members 
Mstep: Class 2 contains 50378 members 
Mstep: Class 3 contains 6547 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44476 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46221 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45468 members 
Mstep: Class 13 contains 2281 members 
Mstep: Class 14 contains 52499 members 
Mstep: Class 15 contains 956 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44837 members 
Mstep: Class 18 contains 46092 members 
Mstep: Class 19 contains 25118 members 
Mstep: Class 20 contains 47405 members 
Mstep: Class 21 contains 49003 members 
Mstep: Class 22 contains 50716 members 
Mstep: Class 23 contains 49297 members 
Mstep: Class 24 contains 1630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111199000.000000 Penalty: 76057.484375
Iteration 281Q: 24 clusters Score -1.11199e+08 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50827 members 
Mstep: Class 2 contains 50357 members 
Mstep: Class 3 contains 6554 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44479 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46233 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45491 members 
Mstep: Class 13 contains 2280 members 
Mstep: Class 14 contains 52516 members 
Mstep: Class 15 contains 956 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 44855 members 
Mstep: Class 18 contains 46082 members 
Mstep: Class 19 contains 25102 members 
Mstep: Class 20 contains 47414 members 
Mstep: Class 21 contains 48962 members 
Mstep: Class 22 contains 50702 members 
Mstep: Class 23 contains 49316 members 
Mstep: Class 24 contains 1629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198784.000000 Penalty: 76057.484375
Iteration 282Q: 24 clusters Score -1.111988e+08 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50861 members 
Mstep: Class 2 contains 50348 members 
Mstep: Class 3 contains 6561 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44495 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46243 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45515 members 
Mstep: Class 13 contains 2280 members 
Mstep: Class 14 contains 52511 members 
Mstep: Class 15 contains 956 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 44868 members 
Mstep: Class 18 contains 46081 members 
Mstep: Class 19 contains 25089 members 
Mstep: Class 20 contains 47439 members 
Mstep: Class 21 contains 48922 members 
Mstep: Class 22 contains 50648 members 
Mstep: Class 23 contains 49311 members 
Mstep: Class 24 contains 1628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198960.000000 Penalty: 76057.484375
Iteration 283Q: 24 clusters Score -1.11199e+08 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50857 members 
Mstep: Class 2 contains 50341 members 
Mstep: Class 3 contains 6573 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44502 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46260 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45556 members 
Mstep: Class 13 contains 2280 members 
Mstep: Class 14 contains 52519 members 
Mstep: Class 15 contains 956 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 44882 members 
Mstep: Class 18 contains 46096 members 
Mstep: Class 19 contains 25077 members 
Mstep: Class 20 contains 47480 members 
Mstep: Class 21 contains 48873 members 
Mstep: Class 22 contains 50605 members 
Mstep: Class 23 contains 49272 members 
Mstep: Class 24 contains 1627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111199088.000000 Penalty: 76057.484375
Iteration 284Q: 24 clusters Score -1.111991e+08 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50896 members 
Mstep: Class 2 contains 50348 members 
Mstep: Class 3 contains 6585 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44517 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46254 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45552 members 
Mstep: Class 13 contains 2280 members 
Mstep: Class 14 contains 52554 members 
Mstep: Class 15 contains 956 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 44882 members 
Mstep: Class 18 contains 46114 members 
Mstep: Class 19 contains 25063 members 
Mstep: Class 20 contains 47484 members 
Mstep: Class 21 contains 48827 members 
Mstep: Class 22 contains 50562 members 
Mstep: Class 23 contains 49261 members 
Mstep: Class 24 contains 1621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111199136.000000 Penalty: 76057.484375
Iteration 285Q: 24 clusters Score -1.111991e+08 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50886 members 
Mstep: Class 2 contains 50382 members 
Mstep: Class 3 contains 6595 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44529 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46272 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45553 members 
Mstep: Class 13 contains 2280 members 
Mstep: Class 14 contains 52546 members 
Mstep: Class 15 contains 956 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 44880 members 
Mstep: Class 18 contains 46119 members 
Mstep: Class 19 contains 25062 members 
Mstep: Class 20 contains 47513 members 
Mstep: Class 21 contains 48791 members 
Mstep: Class 22 contains 50519 members 
Mstep: Class 23 contains 49257 members 
Mstep: Class 24 contains 1616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198904.000000 Penalty: 76057.484375
Iteration 286Q: 24 clusters Score -1.111989e+08 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50898 members 
Mstep: Class 2 contains 50376 members 
Mstep: Class 3 contains 6606 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44556 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46267 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45575 members 
Mstep: Class 13 contains 2280 members 
Mstep: Class 14 contains 52533 members 
Mstep: Class 15 contains 956 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 44885 members 
Mstep: Class 18 contains 46124 members 
Mstep: Class 19 contains 25061 members 
Mstep: Class 20 contains 47518 members 
Mstep: Class 21 contains 48746 members 
Mstep: Class 22 contains 50471 members 
Mstep: Class 23 contains 49295 members 
Mstep: Class 24 contains 1609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111199040.000000 Penalty: 76057.484375
Iteration 287Q: 24 clusters Score -1.11199e+08 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50910 members 
Mstep: Class 2 contains 50373 members 
Mstep: Class 3 contains 6616 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44572 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46280 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45595 members 
Mstep: Class 13 contains 2280 members 
Mstep: Class 14 contains 52542 members 
Mstep: Class 15 contains 956 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 44906 members 
Mstep: Class 18 contains 46115 members 
Mstep: Class 19 contains 25047 members 
Mstep: Class 20 contains 47521 members 
Mstep: Class 21 contains 48696 members 
Mstep: Class 22 contains 50398 members 
Mstep: Class 23 contains 49342 members 
Mstep: Class 24 contains 1607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198928.000000 Penalty: 76057.484375
Iteration 288Q: 24 clusters Score -1.111989e+08 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50922 members 
Mstep: Class 2 contains 50386 members 
Mstep: Class 3 contains 6624 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44601 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46272 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45608 members 
Mstep: Class 13 contains 2280 members 
Mstep: Class 14 contains 52569 members 
Mstep: Class 15 contains 956 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 44915 members 
Mstep: Class 18 contains 46105 members 
Mstep: Class 19 contains 25047 members 
Mstep: Class 20 contains 47550 members 
Mstep: Class 21 contains 48644 members 
Mstep: Class 22 contains 50306 members 
Mstep: Class 23 contains 49364 members 
Mstep: Class 24 contains 1607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198744.000000 Penalty: 76057.484375
Iteration 289Q: 24 clusters Score -1.111987e+08 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50967 members 
Mstep: Class 2 contains 50391 members 
Mstep: Class 3 contains 6633 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44631 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46269 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45631 members 
Mstep: Class 13 contains 2280 members 
Mstep: Class 14 contains 52580 members 
Mstep: Class 15 contains 956 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 44919 members 
Mstep: Class 18 contains 46109 members 
Mstep: Class 19 contains 25035 members 
Mstep: Class 20 contains 47571 members 
Mstep: Class 21 contains 48591 members 
Mstep: Class 22 contains 50226 members 
Mstep: Class 23 contains 49362 members 
Mstep: Class 24 contains 1605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198504.000000 Penalty: 76057.484375
Iteration 290Q: 24 clusters Score -1.111985e+08 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51021 members 
Mstep: Class 2 contains 50394 members 
Mstep: Class 3 contains 6645 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44640 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46275 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45701 members 
Mstep: Class 13 contains 2280 members 
Mstep: Class 14 contains 52603 members 
Mstep: Class 15 contains 955 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 44905 members 
Mstep: Class 18 contains 46114 members 
Mstep: Class 19 contains 25023 members 
Mstep: Class 20 contains 47570 members 
Mstep: Class 21 contains 48528 members 
Mstep: Class 22 contains 50141 members 
Mstep: Class 23 contains 49359 members 
Mstep: Class 24 contains 1602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198736.000000 Penalty: 76057.484375
Iteration 291Q: 24 clusters Score -1.111987e+08 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51036 members 
Mstep: Class 2 contains 50411 members 
Mstep: Class 3 contains 6655 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44638 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46280 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45740 members 
Mstep: Class 13 contains 2280 members 
Mstep: Class 14 contains 52625 members 
Mstep: Class 15 contains 955 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44899 members 
Mstep: Class 18 contains 46124 members 
Mstep: Class 19 contains 25015 members 
Mstep: Class 20 contains 47586 members 
Mstep: Class 21 contains 48509 members 
Mstep: Class 22 contains 50066 members 
Mstep: Class 23 contains 49340 members 
Mstep: Class 24 contains 1598 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 292Q: 24 clusters Score -1.111987e+08 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51028 members 
Mstep: Class 2 contains 50431 members 
Mstep: Class 3 contains 6663 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44662 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46286 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45779 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 52647 members 
Mstep: Class 15 contains 954 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44881 members 
Mstep: Class 18 contains 46134 members 
Mstep: Class 19 contains 25006 members 
Mstep: Class 20 contains 47610 members 
Mstep: Class 21 contains 48513 members 
Mstep: Class 22 contains 49967 members 
Mstep: Class 23 contains 49322 members 
Mstep: Class 24 contains 1595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198712.000000 Penalty: 76057.484375
Iteration 293Q: 24 clusters Score -1.111987e+08 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51055 members 
Mstep: Class 2 contains 50459 members 
Mstep: Class 3 contains 6667 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44682 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46287 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45803 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 52658 members 
Mstep: Class 15 contains 954 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44872 members 
Mstep: Class 18 contains 46142 members 
Mstep: Class 19 contains 25006 members 
Mstep: Class 20 contains 47638 members 
Mstep: Class 21 contains 48518 members 
Mstep: Class 22 contains 49834 members 
Mstep: Class 23 contains 49308 members 
Mstep: Class 24 contains 1595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198584.000000 Penalty: 76057.484375
Iteration 294Q: 24 clusters Score -1.111986e+08 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51087 members 
Mstep: Class 2 contains 50497 members 
Mstep: Class 3 contains 6678 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44697 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46294 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45804 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 52666 members 
Mstep: Class 15 contains 954 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44874 members 
Mstep: Class 18 contains 46136 members 
Mstep: Class 19 contains 24981 members 
Mstep: Class 20 contains 47654 members 
Mstep: Class 21 contains 48540 members 
Mstep: Class 22 contains 49733 members 
Mstep: Class 23 contains 49290 members 
Mstep: Class 24 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198608.000000 Penalty: 76057.484375
Iteration 295Q: 24 clusters Score -1.111986e+08 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51120 members 
Mstep: Class 2 contains 50544 members 
Mstep: Class 3 contains 6690 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44716 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46266 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45795 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 52675 members 
Mstep: Class 15 contains 954 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44874 members 
Mstep: Class 18 contains 46135 members 
Mstep: Class 19 contains 24972 members 
Mstep: Class 20 contains 47678 members 
Mstep: Class 21 contains 48548 members 
Mstep: Class 22 contains 49633 members 
Mstep: Class 23 contains 49285 members 
Mstep: Class 24 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198504.000000 Penalty: 76057.484375
Iteration 296Q: 24 clusters Score -1.111985e+08 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51143 members 
Mstep: Class 2 contains 50596 members 
Mstep: Class 3 contains 6703 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44718 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46253 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45793 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 52692 members 
Mstep: Class 15 contains 954 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44867 members 
Mstep: Class 18 contains 46142 members 
Mstep: Class 19 contains 24955 members 
Mstep: Class 20 contains 47673 members 
Mstep: Class 21 contains 48555 members 
Mstep: Class 22 contains 49554 members 
Mstep: Class 23 contains 49287 members 
Mstep: Class 24 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198464.000000 Penalty: 76057.484375
Iteration 297Q: 24 clusters Score -1.111985e+08 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51169 members 
Mstep: Class 2 contains 50639 members 
Mstep: Class 3 contains 6712 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44730 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46230 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45808 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 52700 members 
Mstep: Class 15 contains 954 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44865 members 
Mstep: Class 18 contains 46124 members 
Mstep: Class 19 contains 24941 members 
Mstep: Class 20 contains 47646 members 
Mstep: Class 21 contains 48547 members 
Mstep: Class 22 contains 49499 members 
Mstep: Class 23 contains 49320 members 
Mstep: Class 24 contains 1594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198664.000000 Penalty: 76057.484375
Iteration 298Q: 24 clusters Score -1.111987e+08 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51190 members 
Mstep: Class 2 contains 50681 members 
Mstep: Class 3 contains 6719 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44753 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46208 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45815 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 52725 members 
Mstep: Class 15 contains 954 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44857 members 
Mstep: Class 18 contains 46113 members 
Mstep: Class 19 contains 24923 members 
Mstep: Class 20 contains 47621 members 
Mstep: Class 21 contains 48525 members 
Mstep: Class 22 contains 49460 members 
Mstep: Class 23 contains 49339 members 
Mstep: Class 24 contains 1595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198760.000000 Penalty: 76057.484375
Iteration 299Q: 24 clusters Score -1.111988e+08 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51205 members 
Mstep: Class 2 contains 50705 members 
Mstep: Class 3 contains 6739 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44758 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46187 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45815 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 52763 members 
Mstep: Class 15 contains 954 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44862 members 
Mstep: Class 18 contains 46088 members 
Mstep: Class 19 contains 24908 members 
Mstep: Class 20 contains 47607 members 
Mstep: Class 21 contains 48503 members 
Mstep: Class 22 contains 49417 members 
Mstep: Class 23 contains 49374 members 
Mstep: Class 24 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198720.000000 Penalty: 76057.484375
Iteration 300F: 24 clusters Score -1.111987e+08 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51256 members 
Mstep: Class 2 contains 50733 members 
Mstep: Class 3 contains 6758 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44740 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46154 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45814 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 52761 members 
Mstep: Class 15 contains 953 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44862 members 
Mstep: Class 18 contains 46088 members 
Mstep: Class 19 contains 24898 members 
Mstep: Class 20 contains 47596 members 
Mstep: Class 21 contains 48487 members 
Mstep: Class 22 contains 49370 members 
Mstep: Class 23 contains 49417 members 
Mstep: Class 24 contains 1591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198800.000000 Penalty: 76057.484375
Iteration 301Q: 24 clusters Score -1.111988e+08 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51243 members 
Mstep: Class 2 contains 50775 members 
Mstep: Class 3 contains 6771 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44737 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46142 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45835 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 52744 members 
Mstep: Class 15 contains 952 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44861 members 
Mstep: Class 18 contains 46101 members 
Mstep: Class 19 contains 24898 members 
Mstep: Class 20 contains 47575 members 
Mstep: Class 21 contains 48469 members 
Mstep: Class 22 contains 49304 members 
Mstep: Class 23 contains 49479 members 
Mstep: Class 24 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 302Q: 24 clusters Score -1.11199e+08 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51224 members 
Mstep: Class 2 contains 50817 members 
Mstep: Class 3 contains 6787 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44739 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46141 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45825 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 52754 members 
Mstep: Class 15 contains 952 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44876 members 
Mstep: Class 18 contains 46100 members 
Mstep: Class 19 contains 24877 members 
Mstep: Class 20 contains 47565 members 
Mstep: Class 21 contains 48453 members 
Mstep: Class 22 contains 49247 members 
Mstep: Class 23 contains 49531 members 
Mstep: Class 24 contains 1591 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 303Q: 24 clusters Score -1.111988e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51185 members 
Mstep: Class 2 contains 50846 members 
Mstep: Class 3 contains 6801 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44730 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46149 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45820 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 52756 members 
Mstep: Class 15 contains 952 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44894 members 
Mstep: Class 18 contains 46123 members 
Mstep: Class 19 contains 24873 members 
Mstep: Class 20 contains 47566 members 
Mstep: Class 21 contains 48470 members 
Mstep: Class 22 contains 49169 members 
Mstep: Class 23 contains 49557 members 
Mstep: Class 24 contains 1588 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 304Q: 24 clusters Score -1.111989e+08 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51190 members 
Mstep: Class 2 contains 50871 members 
Mstep: Class 3 contains 6813 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44725 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46142 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45840 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 52751 members 
Mstep: Class 15 contains 952 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44902 members 
Mstep: Class 18 contains 46134 members 
Mstep: Class 19 contains 24871 members 
Mstep: Class 20 contains 47532 members 
Mstep: Class 21 contains 48473 members 
Mstep: Class 22 contains 49122 members 
Mstep: Class 23 contains 49575 members 
Mstep: Class 24 contains 1586 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 305Q: 24 clusters Score -1.111987e+08 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51188 members 
Mstep: Class 2 contains 50889 members 
Mstep: Class 3 contains 6832 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44716 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46138 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45860 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 52750 members 
Mstep: Class 15 contains 952 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44924 members 
Mstep: Class 18 contains 46136 members 
Mstep: Class 19 contains 24866 members 
Mstep: Class 20 contains 47492 members 
Mstep: Class 21 contains 48484 members 
Mstep: Class 22 contains 49069 members 
Mstep: Class 23 contains 49593 members 
Mstep: Class 24 contains 1590 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 306Q: 24 clusters Score -1.111988e+08 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51178 members 
Mstep: Class 2 contains 50910 members 
Mstep: Class 3 contains 6843 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44704 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46139 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45872 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 52747 members 
Mstep: Class 15 contains 952 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44923 members 
Mstep: Class 18 contains 46164 members 
Mstep: Class 19 contains 24861 members 
Mstep: Class 20 contains 47484 members 
Mstep: Class 21 contains 48510 members 
Mstep: Class 22 contains 49003 members 
Mstep: Class 23 contains 49600 members 
Mstep: Class 24 contains 1589 members 
Entering Unmasked Estep 
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Iteration 307Q: 24 clusters Score -1.111988e+08 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51208 members 
Mstep: Class 2 contains 50935 members 
Mstep: Class 3 contains 6855 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44707 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46153 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45872 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 52742 members 
Mstep: Class 15 contains 952 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44926 members 
Mstep: Class 18 contains 46159 members 
Mstep: Class 19 contains 24855 members 
Mstep: Class 20 contains 47441 members 
Mstep: Class 21 contains 48512 members 
Mstep: Class 22 contains 48964 members 
Mstep: Class 23 contains 49612 members 
Mstep: Class 24 contains 1586 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 308Q: 24 clusters Score -1.111987e+08 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51201 members 
Mstep: Class 2 contains 50885 members 
Mstep: Class 3 contains 6883 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44703 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46178 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45885 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 52762 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44918 members 
Mstep: Class 18 contains 46172 members 
Mstep: Class 19 contains 24853 members 
Mstep: Class 20 contains 47428 members 
Mstep: Class 21 contains 48523 members 
Mstep: Class 22 contains 48914 members 
Mstep: Class 23 contains 49637 members 
Mstep: Class 24 contains 1586 members 
Entering Unmasked Estep 
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Iteration 309Q: 24 clusters Score -1.111987e+08 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51232 members 
Mstep: Class 2 contains 50843 members 
Mstep: Class 3 contains 6909 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44715 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46194 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45884 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 52784 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44911 members 
Mstep: Class 18 contains 46180 members 
Mstep: Class 19 contains 24852 members 
Mstep: Class 20 contains 47414 members 
Mstep: Class 21 contains 48530 members 
Mstep: Class 22 contains 48877 members 
Mstep: Class 23 contains 49619 members 
Mstep: Class 24 contains 1584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198792.000000 Penalty: 76057.484375
Iteration 310Q: 24 clusters Score -1.111988e+08 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51261 members 
Mstep: Class 2 contains 50826 members 
Mstep: Class 3 contains 6941 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44729 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46172 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45848 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 52797 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44895 members 
Mstep: Class 18 contains 46175 members 
Mstep: Class 19 contains 24842 members 
Mstep: Class 20 contains 47420 members 
Mstep: Class 21 contains 48547 members 
Mstep: Class 22 contains 48856 members 
Mstep: Class 23 contains 49635 members 
Mstep: Class 24 contains 1584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198896.000000 Penalty: 76057.484375
Iteration 311Q: 24 clusters Score -1.111989e+08 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51273 members 
Mstep: Class 2 contains 50819 members 
Mstep: Class 3 contains 6961 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44736 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46170 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45789 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 52819 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44878 members 
Mstep: Class 18 contains 46193 members 
Mstep: Class 19 contains 24834 members 
Mstep: Class 20 contains 47413 members 
Mstep: Class 21 contains 48538 members 
Mstep: Class 22 contains 48850 members 
Mstep: Class 23 contains 49673 members 
Mstep: Class 24 contains 1582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198872.000000 Penalty: 76057.484375
Iteration 312Q: 24 clusters Score -1.111989e+08 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51279 members 
Mstep: Class 2 contains 50793 members 
Mstep: Class 3 contains 6984 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44750 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46156 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45729 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 52840 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44871 members 
Mstep: Class 18 contains 46208 members 
Mstep: Class 19 contains 24827 members 
Mstep: Class 20 contains 47383 members 
Mstep: Class 21 contains 48552 members 
Mstep: Class 22 contains 48843 members 
Mstep: Class 23 contains 49730 members 
Mstep: Class 24 contains 1583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198840.000000 Penalty: 76057.484375
Iteration 313Q: 24 clusters Score -1.111988e+08 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51263 members 
Mstep: Class 2 contains 50776 members 
Mstep: Class 3 contains 7010 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44750 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46152 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45680 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 52855 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44865 members 
Mstep: Class 18 contains 46225 members 
Mstep: Class 19 contains 24825 members 
Mstep: Class 20 contains 47347 members 
Mstep: Class 21 contains 48599 members 
Mstep: Class 22 contains 48818 members 
Mstep: Class 23 contains 49781 members 
Mstep: Class 24 contains 1582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198808.000000 Penalty: 76057.484375
Iteration 314Q: 24 clusters Score -1.111988e+08 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51243 members 
Mstep: Class 2 contains 50750 members 
Mstep: Class 3 contains 7033 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44750 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46134 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45637 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 52831 members 
Mstep: Class 15 contains 951 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44855 members 
Mstep: Class 18 contains 46241 members 
Mstep: Class 19 contains 24834 members 
Mstep: Class 20 contains 47320 members 
Mstep: Class 21 contains 48652 members 
Mstep: Class 22 contains 48819 members 
Mstep: Class 23 contains 49847 members 
Mstep: Class 24 contains 1582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111198984.000000 Penalty: 76057.484375
Iteration 315Q: 24 clusters Score -1.11199e+08 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51268 members 
Mstep: Class 2 contains 50738 members 
Mstep: Class 3 contains 7054 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44745 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46120 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45585 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 52836 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44852 members 
Mstep: Class 18 contains 46271 members 
Mstep: Class 19 contains 24841 members 
Mstep: Class 20 contains 47284 members 
Mstep: Class 21 contains 48677 members 
Mstep: Class 22 contains 48803 members 
Mstep: Class 23 contains 49869 members 
Mstep: Class 24 contains 1587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111199296.000000 Penalty: 76057.484375
Iteration 316Q: 24 clusters Score -1.111993e+08 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51294 members 
Mstep: Class 2 contains 50719 members 
Mstep: Class 3 contains 7074 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44737 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46104 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45507 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 52821 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44859 members 
Mstep: Class 18 contains 46286 members 
Mstep: Class 19 contains 24854 members 
Mstep: Class 20 contains 47256 members 
Mstep: Class 21 contains 48723 members 
Mstep: Class 22 contains 48805 members 
Mstep: Class 23 contains 49904 members 
Mstep: Class 24 contains 1589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111199192.000000 Penalty: 76057.484375
Iteration 317Q: 24 clusters Score -1.111992e+08 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51331 members 
Mstep: Class 2 contains 50687 members 
Mstep: Class 3 contains 7093 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44729 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46097 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45464 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 52817 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44860 members 
Mstep: Class 18 contains 46313 members 
Mstep: Class 19 contains 24860 members 
Mstep: Class 20 contains 47217 members 
Mstep: Class 21 contains 48726 members 
Mstep: Class 22 contains 48815 members 
Mstep: Class 23 contains 49936 members 
Mstep: Class 24 contains 1587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111199192.000000 Penalty: 76057.484375
Iteration 318Q: 24 clusters Score -1.111992e+08 nChanged 1244
Entering ConstructFrom: 
Score: -111199192.000000 Penalty: 76057.484375
Entering ConstructFrom: 
Trying to split cluster 1 (51380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51380 members 
Entering Unmasked Estep 
Score: -9480977.000000 Penalty: 2690.056885
	Iteration 0F: 2 clusters Score -9480977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -9450351.000000 Penalty: 5380.113770
	Iteration 0F: 3 clusters Score -9450351 nChanged 23697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -9463394.000000 Penalty: 5380.113770
	Iteration 1F: 3 clusters Score -9463394 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -9464114.000000 Penalty: 5380.113770
	Iteration 2Q: 3 clusters Score -9464114 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -9464723.000000 Penalty: 5380.113770
	Iteration 3Q: 3 clusters Score -9464723 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -9465329.000000 Penalty: 5380.113770
	Iteration 4Q: 3 clusters Score -9465329 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -9466108.000000 Penalty: 5380.113770
	Iteration 5Q: 3 clusters Score -9466108 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -9467008.000000 Penalty: 5380.113770
	Iteration 6Q: 3 clusters Score -9467008 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32469 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -9468174.000000 Penalty: 5380.113770
	Iteration 7Q: 3 clusters Score -9468174 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34851 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -9469849.000000 Penalty: 5380.113770
	Iteration 8F: 3 clusters Score -9469849 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -9471970.000000 Penalty: 5380.113770
	Iteration 9F: 3 clusters Score -9471970 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40957 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -9474376.000000 Penalty: 5380.113770
	Iteration 10F: 3 clusters Score -9474376 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43940 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -9476480.000000 Penalty: 5380.113770
	Iteration 11F: 3 clusters Score -9476480 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46422 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -9477767.000000 Penalty: 5380.113770
	Iteration 12Q: 3 clusters Score -9477767 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48102 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -9478235.000000 Penalty: 5380.113770
	Iteration 13Q: 3 clusters Score -9478235 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49173 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -9478584.000000 Penalty: 5380.113770
	Iteration 14Q: 3 clusters Score -9478584 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49794 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -9478759.000000 Penalty: 5380.113770
	Iteration 15Q: 3 clusters Score -9478759 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50132 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -9478889.000000 Penalty: 5380.113770
	Iteration 16Q: 3 clusters Score -9478889 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50321 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -9478905.000000 Penalty: 5380.113770
	Iteration 17Q: 3 clusters Score -9478905 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50449 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -9478932.000000 Penalty: 5380.113770
	Iteration 18Q: 3 clusters Score -9478932 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50535 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -9478971.000000 Penalty: 5380.113770
	Iteration 19Q: 3 clusters Score -9478971 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50584 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -9478980.000000 Penalty: 5380.113770
	Iteration 20F: 3 clusters Score -9478980 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50626 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -9478975.000000 Penalty: 5380.113770
	Iteration 21Q: 3 clusters Score -9478975 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50648 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -9478974.000000 Penalty: 5380.113770
	Iteration 22Q: 3 clusters Score -9478974 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50674 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -9478991.000000 Penalty: 5380.113770
	Iteration 23Q: 3 clusters Score -9478991 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50692 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -9478989.000000 Penalty: 5380.113770
	Iteration 24Q: 3 clusters Score -9478989 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50713 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -9479000.000000 Penalty: 5380.113770
	Iteration 25Q: 3 clusters Score -9479000 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50728 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -9478993.000000 Penalty: 5380.113770
	Iteration 26Q: 3 clusters Score -9478993 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50741 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -9478993.000000 Penalty: 5380.113770
	Iteration 27Q: 3 clusters Score -9478993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50747 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -9479004.000000 Penalty: 5380.113770
	Iteration 28Q: 3 clusters Score -9479004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50752 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -9479016.000000 Penalty: 5380.113770
	Iteration 29Q: 3 clusters Score -9479016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50755 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -9479016.000000 Penalty: 5380.113770
	Iteration 30Q: 3 clusters Score -9479016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50757 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -9479025.000000 Penalty: 5380.113770
	Iteration 31Q: 3 clusters Score -9479025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50765 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -9479025.000000 Penalty: 5380.113770
	Iteration 32Q: 3 clusters Score -9479025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50765 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -9479034.000000 Penalty: 5380.113770
	Iteration 33Q: 3 clusters Score -9479034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50766 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -9479034.000000 Penalty: 5380.113770
	Iteration 34Q: 3 clusters Score -9479034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50769 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -9479039.000000 Penalty: 5380.113770
	Iteration 35Q: 3 clusters Score -9479039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50770 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -9479040.000000 Penalty: 5380.113770
	Iteration 36Q: 3 clusters Score -9479040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50773 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -9479047.000000 Penalty: 5380.113770
	Iteration 37Q: 3 clusters Score -9479047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50774 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -9479044.000000 Penalty: 5380.113770
	Iteration 38Q: 3 clusters Score -9479044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50775 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -9479048.000000 Penalty: 5380.113770
	Iteration 39Q: 3 clusters Score -9479048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50776 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -9479052.000000 Penalty: 5380.113770
	Iteration 40F: 3 clusters Score -9479052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50779 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -9479054.000000 Penalty: 5380.113770
	Iteration 41Q: 3 clusters Score -9479054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50779 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -9479054.000000 Penalty: 5380.113770
	Iteration 42F: 3 clusters Score -9479054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (50640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50640 members 
Entering Unmasked Estep 
Score: -9263491.000000 Penalty: 2686.459229
	Iteration 0F: 2 clusters Score -9263491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -9232006.000000 Penalty: 5372.918457
	Iteration 0F: 3 clusters Score -9232006 nChanged 23428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -9245209.000000 Penalty: 5372.918457
	Iteration 1F: 3 clusters Score -9245209 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -9246032.000000 Penalty: 5372.918457
	Iteration 2Q: 3 clusters Score -9246032 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -9246942.000000 Penalty: 5372.918457
	Iteration 3Q: 3 clusters Score -9246942 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -9247967.000000 Penalty: 5372.918457
	Iteration 4F: 3 clusters Score -9247967 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -9249239.000000 Penalty: 5372.918457
	Iteration 5F: 3 clusters Score -9249239 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 31420 members 
Entering Unmasked Estep 
Score: -9250767.000000 Penalty: 5372.918457
	Iteration 6F: 3 clusters Score -9250767 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -9252537.000000 Penalty: 5372.918457
	Iteration 7F: 3 clusters Score -9252537 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -9254254.000000 Penalty: 5372.918457
	Iteration 8F: 3 clusters Score -9254254 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -9255776.000000 Penalty: 5372.918457
	Iteration 9Q: 3 clusters Score -9255776 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -9256988.000000 Penalty: 5372.918457
	Iteration 10Q: 3 clusters Score -9256988 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -9257826.000000 Penalty: 5372.918457
	Iteration 11Q: 3 clusters Score -9257826 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -9258332.000000 Penalty: 5372.918457
	Iteration 12Q: 3 clusters Score -9258332 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -9258870.000000 Penalty: 5372.918457
	Iteration 13Q: 3 clusters Score -9258870 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 42730 members 
Entering Unmasked Estep 
Score: -9259371.000000 Penalty: 5372.918457
	Iteration 14Q: 3 clusters Score -9259371 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 43864 members 
Entering Unmasked Estep 
Score: -9259699.000000 Penalty: 5372.918457
	Iteration 15Q: 3 clusters Score -9259699 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 44954 members 
Entering Unmasked Estep 
Score: -9259944.000000 Penalty: 5372.918457
	Iteration 16Q: 3 clusters Score -9259944 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 46000 members 
Entering Unmasked Estep 
Score: -9260148.000000 Penalty: 5372.918457
	Iteration 17Q: 3 clusters Score -9260148 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 47002 members 
Entering Unmasked Estep 
Score: -9260383.000000 Penalty: 5372.918457
	Iteration 18Q: 3 clusters Score -9260383 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 47878 members 
Entering Unmasked Estep 
Score: -9260540.000000 Penalty: 5372.918457
	Iteration 19Q: 3 clusters Score -9260540 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 48547 members 
Entering Unmasked Estep 
Score: -9260658.000000 Penalty: 5372.918457
	Iteration 20F: 3 clusters Score -9260658 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -9260764.000000 Penalty: 5372.918457
	Iteration 21Q: 3 clusters Score -9260764 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 49424 members 
Entering Unmasked Estep 
Score: -9260832.000000 Penalty: 5372.918457
	Iteration 22Q: 3 clusters Score -9260832 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 49682 members 
Entering Unmasked Estep 
Score: -9260960.000000 Penalty: 5372.918457
	Iteration 23Q: 3 clusters Score -9260960 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 49860 members 
Entering Unmasked Estep 
Score: -9261055.000000 Penalty: 5372.918457
	Iteration 24Q: 3 clusters Score -9261055 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 49988 members 
Entering Unmasked Estep 
Score: -9261130.000000 Penalty: 5372.918457
	Iteration 25Q: 3 clusters Score -9261130 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 50067 members 
Entering Unmasked Estep 
Score: -9261157.000000 Penalty: 5372.918457
	Iteration 26Q: 3 clusters Score -9261157 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 50101 members 
Entering Unmasked Estep 
Score: -9261172.000000 Penalty: 5372.918457
	Iteration 27Q: 3 clusters Score -9261172 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 50128 members 
Entering Unmasked Estep 
Score: -9261215.000000 Penalty: 5372.918457
	Iteration 28Q: 3 clusters Score -9261215 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 50158 members 
Entering Unmasked Estep 
Score: -9261234.000000 Penalty: 5372.918457
	Iteration 29Q: 3 clusters Score -9261234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 50179 members 
Entering Unmasked Estep 
Score: -9261256.000000 Penalty: 5372.918457
	Iteration 30Q: 3 clusters Score -9261256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 50197 members 
Entering Unmasked Estep 
Score: -9261262.000000 Penalty: 5372.918457
	Iteration 31Q: 3 clusters Score -9261262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 50211 members 
Entering Unmasked Estep 
Score: -9261271.000000 Penalty: 5372.918457
	Iteration 32Q: 3 clusters Score -9261271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 50221 members 
Entering Unmasked Estep 
Score: -9261274.000000 Penalty: 5372.918457
	Iteration 33Q: 3 clusters Score -9261274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 50231 members 
Entering Unmasked Estep 
Score: -9261283.000000 Penalty: 5372.918457
	Iteration 34Q: 3 clusters Score -9261283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 50241 members 
Entering Unmasked Estep 
Score: -9261289.000000 Penalty: 5372.918457
	Iteration 35Q: 3 clusters Score -9261289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 50246 members 
Entering Unmasked Estep 
Score: -9261300.000000 Penalty: 5372.918457
	Iteration 36Q: 3 clusters Score -9261300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 50249 members 
Entering Unmasked Estep 
Score: -9261310.000000 Penalty: 5372.918457
	Iteration 37Q: 3 clusters Score -9261310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 50250 members 
Entering Unmasked Estep 
Score: -9261309.000000 Penalty: 5372.918457
	Iteration 38Q: 3 clusters Score -9261309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 50251 members 
Entering Unmasked Estep 
Score: -9261318.000000 Penalty: 5372.918457
	Iteration 39Q: 3 clusters Score -9261318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 50254 members 
Entering Unmasked Estep 
Score: -9261323.000000 Penalty: 5372.918457
	Iteration 40F: 3 clusters Score -9261323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 50254 members 
Entering Unmasked Estep 
Score: -9261321.000000 Penalty: 5372.918457
	Iteration 41Q: 3 clusters Score -9261321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 50256 members 
Entering Unmasked Estep 
Score: -9261318.000000 Penalty: 5372.918457
	Iteration 42Q: 3 clusters Score -9261318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 50257 members 
Entering Unmasked Estep 
Score: -9261314.000000 Penalty: 5372.918457
	Iteration 43Q: 3 clusters Score -9261314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 50258 members 
Entering Unmasked Estep 
Score: -9261310.000000 Penalty: 5372.918457
	Iteration 44Q: 3 clusters Score -9261310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 50258 members 
Entering Unmasked Estep 
Score: -9261310.000000 Penalty: 5372.918457
	Iteration 45F: 3 clusters Score -9261310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Entering Unmasked Estep 
Score: -1299470.000000 Penalty: 2199.819824
	Iteration 0F: 2 clusters Score -1299470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1293548.750000 Penalty: 4399.639648
	Iteration 0F: 3 clusters Score -1293549 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1295074.000000 Penalty: 4399.639648
	Iteration 1F: 3 clusters Score -1295074 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1295346.875000 Penalty: 4399.639648
	Iteration 2F: 3 clusters Score -1295347 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1295577.875000 Penalty: 4399.639648
	Iteration 3F: 3 clusters Score -1295578 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1295804.375000 Penalty: 4399.639648
	Iteration 4Q: 3 clusters Score -1295804 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1296008.000000 Penalty: 4399.639648
	Iteration 5Q: 3 clusters Score -1296008 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1296208.625000 Penalty: 4399.639648
	Iteration 6Q: 3 clusters Score -1296209 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1296397.000000 Penalty: 4399.639648
	Iteration 7Q: 3 clusters Score -1296397 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1296614.625000 Penalty: 4399.639648
	Iteration 8Q: 3 clusters Score -1296615 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1296862.000000 Penalty: 4399.639648
	Iteration 9Q: 3 clusters Score -1296862 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1297093.500000 Penalty: 4399.639648
	Iteration 10Q: 3 clusters Score -1297094 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1297299.250000 Penalty: 4399.639648
	Iteration 11Q: 3 clusters Score -1297299 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1297502.500000 Penalty: 4399.639648
	Iteration 12Q: 3 clusters Score -1297502 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1297689.125000 Penalty: 4399.639648
	Iteration 13Q: 3 clusters Score -1297689 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1297818.625000 Penalty: 4399.639648
	Iteration 14Q: 3 clusters Score -1297819 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1297893.125000 Penalty: 4399.639648
	Iteration 15Q: 3 clusters Score -1297893 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1297931.500000 Penalty: 4399.639648
	Iteration 16Q: 3 clusters Score -1297932 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1297947.250000 Penalty: 4399.639648
	Iteration 17Q: 3 clusters Score -1297947 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1297958.500000 Penalty: 4399.639648
	Iteration 18Q: 3 clusters Score -1297958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1297970.625000 Penalty: 4399.639648
	Iteration 19Q: 3 clusters Score -1297971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1297978.375000 Penalty: 4399.639648
	Iteration 20F: 3 clusters Score -1297978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1297980.000000 Penalty: 4399.639648
	Iteration 21Q: 3 clusters Score -1297980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1297982.750000 Penalty: 4399.639648
	Iteration 22Q: 3 clusters Score -1297983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1297989.250000 Penalty: 4399.639648
	Iteration 23Q: 3 clusters Score -1297989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1297995.625000 Penalty: 4399.639648
	Iteration 24Q: 3 clusters Score -1297996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1297998.625000 Penalty: 4399.639648
	Iteration 25Q: 3 clusters Score -1297999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1298001.750000 Penalty: 4399.639648
	Iteration 26Q: 3 clusters Score -1298002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1298005.500000 Penalty: 4399.639648
	Iteration 27Q: 3 clusters Score -1298006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1298003.125000 Penalty: 4399.639648
	Iteration 28Q: 3 clusters Score -1298003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1298002.500000 Penalty: 4399.639648
	Iteration 29Q: 3 clusters Score -1298002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1298004.625000 Penalty: 4399.639648
	Iteration 30Q: 3 clusters Score -1298005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1298004.625000 Penalty: 4399.639648
	Iteration 31F: 3 clusters Score -1298005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -31515.798828 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -31515.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -30287.433594 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -30287.43 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -30544.626953 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -30544.63 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30692.609375 Penalty: 2965.527344
	Iteration 2F: 3 clusters Score -30692.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -30750.861328 Penalty: 2965.527344
	Iteration 3Q: 3 clusters Score -30750.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -30783.197266 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -30783.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -30789.693359 Penalty: 2965.527344
	Iteration 5Q: 3 clusters Score -30789.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -30791.496094 Penalty: 2965.527344
	Iteration 6Q: 3 clusters Score -30791.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -30792.810547 Penalty: 2965.527344
	Iteration 7Q: 3 clusters Score -30792.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -30793.843750 Penalty: 2965.527344
	Iteration 8Q: 3 clusters Score -30793.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -30794.849609 Penalty: 2965.527344
	Iteration 9Q: 3 clusters Score -30794.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -30795.490234 Penalty: 2965.527344
	Iteration 10Q: 3 clusters Score -30795.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -30800.068359 Penalty: 2965.527344
	Iteration 11Q: 3 clusters Score -30800.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -30805.720703 Penalty: 2965.527344
	Iteration 12Q: 3 clusters Score -30805.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -30805.720703 Penalty: 2965.527344
	Iteration 13F: 3 clusters Score -30805.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44721 members 
Entering Unmasked Estep 
Score: -8194987.500000 Penalty: 2655.633301
	Iteration 0F: 2 clusters Score -8194988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -8166195.000000 Penalty: 5311.266602
	Iteration 0F: 3 clusters Score -8166195 nChanged 20542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -8177541.500000 Penalty: 5311.266602
	Iteration 1F: 3 clusters Score -8177542 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -8178032.000000 Penalty: 5311.266602
	Iteration 2Q: 3 clusters Score -8178032 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -8178448.000000 Penalty: 5311.266602
	Iteration 3Q: 3 clusters Score -8178448 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -8178832.000000 Penalty: 5311.266602
	Iteration 4Q: 3 clusters Score -8178832 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -8179192.500000 Penalty: 5311.266602
	Iteration 5Q: 3 clusters Score -8179192 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -8179516.500000 Penalty: 5311.266602
	Iteration 6Q: 3 clusters Score -8179516 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -8179851.000000 Penalty: 5311.266602
	Iteration 7Q: 3 clusters Score -8179851 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -8180223.000000 Penalty: 5311.266602
	Iteration 8Q: 3 clusters Score -8180223 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -8180828.000000 Penalty: 5311.266602
	Iteration 9Q: 3 clusters Score -8180828 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -8181579.000000 Penalty: 5311.266602
	Iteration 10Q: 3 clusters Score -8181579 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -8182657.500000 Penalty: 5311.266602
	Iteration 11Q: 3 clusters Score -8182658 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -8184332.000000 Penalty: 5311.266602
	Iteration 12F: 3 clusters Score -8184332 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -8186193.000000 Penalty: 5311.266602
	Iteration 13F: 3 clusters Score -8186193 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -8187830.500000 Penalty: 5311.266602
	Iteration 14Q: 3 clusters Score -8187830 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -8189123.500000 Penalty: 5311.266602
	Iteration 15Q: 3 clusters Score -8189124 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -8190011.500000 Penalty: 5311.266602
	Iteration 16Q: 3 clusters Score -8190012 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38238 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -8190596.000000 Penalty: 5311.266602
	Iteration 17Q: 3 clusters Score -8190596 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -8191158.000000 Penalty: 5311.266602
	Iteration 18Q: 3 clusters Score -8191158 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -8191614.500000 Penalty: 5311.266602
	Iteration 19Q: 3 clusters Score -8191614 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -8192071.500000 Penalty: 5311.266602
	Iteration 20F: 3 clusters Score -8192072 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -8192418.000000 Penalty: 5311.266602
	Iteration 21Q: 3 clusters Score -8192418 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -8192653.500000 Penalty: 5311.266602
	Iteration 22Q: 3 clusters Score -8192654 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -8192869.000000 Penalty: 5311.266602
	Iteration 23Q: 3 clusters Score -8192869 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -8193047.000000 Penalty: 5311.266602
	Iteration 24Q: 3 clusters Score -8193047 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42293 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -8193138.000000 Penalty: 5311.266602
	Iteration 25Q: 3 clusters Score -8193138 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42509 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -8193190.000000 Penalty: 5311.266602
	Iteration 26Q: 3 clusters Score -8193190 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -8193226.500000 Penalty: 5311.266602
	Iteration 27Q: 3 clusters Score -8193226 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -8193279.000000 Penalty: 5311.266602
	Iteration 28Q: 3 clusters Score -8193279 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -8193299.500000 Penalty: 5311.266602
	Iteration 29Q: 3 clusters Score -8193300 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43058 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -8193304.000000 Penalty: 5311.266602
	Iteration 30Q: 3 clusters Score -8193304 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -8193297.000000 Penalty: 5311.266602
	Iteration 31Q: 3 clusters Score -8193297 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43202 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -8193297.000000 Penalty: 5311.266602
	Iteration 32Q: 3 clusters Score -8193297 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -8193297.500000 Penalty: 5311.266602
	Iteration 33Q: 3 clusters Score -8193298 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -8193288.500000 Penalty: 5311.266602
	Iteration 34Q: 3 clusters Score -8193288 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -8193302.000000 Penalty: 5311.266602
	Iteration 35Q: 3 clusters Score -8193302 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -8193285.500000 Penalty: 5311.266602
	Iteration 36Q: 3 clusters Score -8193286 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43517 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -8193310.500000 Penalty: 5311.266602
	Iteration 37Q: 3 clusters Score -8193310 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43566 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -8193308.000000 Penalty: 5311.266602
	Iteration 38Q: 3 clusters Score -8193308 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -8193294.500000 Penalty: 5311.266602
	Iteration 39Q: 3 clusters Score -8193294 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -8193300.000000 Penalty: 5311.266602
	Iteration 40F: 3 clusters Score -8193300 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -8193299.500000 Penalty: 5311.266602
	Iteration 41Q: 3 clusters Score -8193300 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -8193320.000000 Penalty: 5311.266602
	Iteration 42Q: 3 clusters Score -8193320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43739 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -8193322.000000 Penalty: 5311.266602
	Iteration 43Q: 3 clusters Score -8193322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -8193321.000000 Penalty: 5311.266602
	Iteration 44Q: 3 clusters Score -8193321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -8193325.500000 Penalty: 5311.266602
	Iteration 45Q: 3 clusters Score -8193326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43781 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -8193317.000000 Penalty: 5311.266602
	Iteration 46Q: 3 clusters Score -8193317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43791 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -8193322.000000 Penalty: 5311.266602
	Iteration 47Q: 3 clusters Score -8193322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43800 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -8193329.000000 Penalty: 5311.266602
	Iteration 48Q: 3 clusters Score -8193329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -8193324.000000 Penalty: 5311.266602
	Iteration 49Q: 3 clusters Score -8193324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43816 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -8193328.000000 Penalty: 5311.266602
	Iteration 50Q: 3 clusters Score -8193328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -8193326.000000 Penalty: 5311.266602
	Iteration 51Q: 3 clusters Score -8193326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43821 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -8193330.000000 Penalty: 5311.266602
	Iteration 52Q: 3 clusters Score -8193330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43828 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8193331.500000 Penalty: 5311.266602
	Iteration 53Q: 3 clusters Score -8193332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -8193335.000000 Penalty: 5311.266602
	Iteration 54Q: 3 clusters Score -8193335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43840 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -8193337.000000 Penalty: 5311.266602
	Iteration 55Q: 3 clusters Score -8193337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -8193337.000000 Penalty: 5311.266602
	Iteration 56Q: 3 clusters Score -8193337 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43845 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -8193326.500000 Penalty: 5311.266602
	Iteration 57Q: 3 clusters Score -8193326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43845 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -8193326.500000 Penalty: 5311.266602
	Iteration 58F: 3 clusters Score -8193326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Entering Unmasked Estep 
Score: -117868.937500 Penalty: 1682.545410
	Iteration 0F: 2 clusters Score -117868.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -116100.937500 Penalty: 3365.090820
	Iteration 0F: 3 clusters Score -116100.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -116609.062500 Penalty: 3365.090820
	Iteration 1F: 3 clusters Score -116609.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -116937.812500 Penalty: 3365.090820
	Iteration 2F: 3 clusters Score -116937.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -117239.117188 Penalty: 3365.090820
	Iteration 3F: 3 clusters Score -117239.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -117422.390625 Penalty: 3365.090820
	Iteration 4F: 3 clusters Score -117422.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -117546.335938 Penalty: 3365.090820
	Iteration 5Q: 3 clusters Score -117546.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -117658.437500 Penalty: 3365.090820
	Iteration 6Q: 3 clusters Score -117658.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -117734.757812 Penalty: 3365.090820
	Iteration 7Q: 3 clusters Score -117734.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -117863.117188 Penalty: 3365.090820
	Iteration 8Q: 3 clusters Score -117863.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -117957.218750 Penalty: 3365.090820
	Iteration 9Q: 3 clusters Score -117957.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -118059.156250 Penalty: 3365.090820
	Iteration 10Q: 3 clusters Score -118059.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -118125.664062 Penalty: 3365.090820
	Iteration 11Q: 3 clusters Score -118125.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -118192.593750 Penalty: 3365.090820
	Iteration 12Q: 3 clusters Score -118192.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -118255.679688 Penalty: 3365.090820
	Iteration 13Q: 3 clusters Score -118255.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -118340.539062 Penalty: 3365.090820
	Iteration 14Q: 3 clusters Score -118340.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -118392.000000 Penalty: 3365.090820
	Iteration 15Q: 3 clusters Score -118392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -118412.835938 Penalty: 3365.090820
	Iteration 16Q: 3 clusters Score -118412.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -118430.851562 Penalty: 3365.090820
	Iteration 17Q: 3 clusters Score -118430.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -118443.265625 Penalty: 3365.090820
	Iteration 18Q: 3 clusters Score -118443.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -118451.843750 Penalty: 3365.090820
	Iteration 19Q: 3 clusters Score -118451.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -118467.656250 Penalty: 3365.090820
	Iteration 20F: 3 clusters Score -118467.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -118501.945312 Penalty: 3365.090820
	Iteration 21Q: 3 clusters Score -118501.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -118524.757812 Penalty: 3365.090820
	Iteration 22Q: 3 clusters Score -118524.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -118532.687500 Penalty: 3365.090820
	Iteration 23Q: 3 clusters Score -118532.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -118535.531250 Penalty: 3365.090820
	Iteration 24Q: 3 clusters Score -118535.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -118536.117188 Penalty: 3365.090820
	Iteration 25Q: 3 clusters Score -118536.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -118536.117188 Penalty: 3365.090820
	Iteration 26F: 3 clusters Score -118536.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51380 members 
Mstep: Class 2 contains 50640 members 
Mstep: Class 3 contains 7117 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44721 members 
Mstep: Class 6 contains 449 members 
Mstep: Class 7 contains 46089 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 435 members 
Mstep: Class 12 contains 45442 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 52822 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44871 members 
Mstep: Class 18 contains 46299 members 
Mstep: Class 19 contains 24873 members 
Mstep: Class 20 contains 47209 members 
Mstep: Class 21 contains 48719 members 
Mstep: Class 22 contains 48803 members 
Mstep: Class 23 contains 49960 members 
Mstep: Class 24 contains 1587 members 
Entering Unmasked Estep 
Score: -111198200.000000 Penalty: 79364.328125
Splitting cluster 6 changes total score from -111199192.000000 to -111198200.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (46089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46089 members 
Entering Unmasked Estep 
Score: -8427720.000000 Penalty: 2663.105713
	Iteration 0F: 2 clusters Score -8427720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -8398131.000000 Penalty: 5326.211426
	Iteration 0F: 3 clusters Score -8398131 nChanged 21162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -8409878.000000 Penalty: 5326.211426
	Iteration 1F: 3 clusters Score -8409878 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -8410442.000000 Penalty: 5326.211426
	Iteration 2Q: 3 clusters Score -8410442 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -8411114.000000 Penalty: 5326.211426
	Iteration 3Q: 3 clusters Score -8411114 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -8412185.000000 Penalty: 5326.211426
	Iteration 4Q: 3 clusters Score -8412185 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -8413763.000000 Penalty: 5326.211426
	Iteration 5F: 3 clusters Score -8413763 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -8416272.000000 Penalty: 5326.211426
	Iteration 6F: 3 clusters Score -8416272 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -8419429.000000 Penalty: 5326.211426
	Iteration 7F: 3 clusters Score -8419429 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -8422548.000000 Penalty: 5326.211426
	Iteration 8F: 3 clusters Score -8422548 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -8424847.000000 Penalty: 5326.211426
	Iteration 9Q: 3 clusters Score -8424847 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -8426039.000000 Penalty: 5326.211426
	Iteration 10Q: 3 clusters Score -8426039 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42818 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -8426456.000000 Penalty: 5326.211426
	Iteration 11Q: 3 clusters Score -8426456 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43052 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -8426587.000000 Penalty: 5326.211426
	Iteration 12Q: 3 clusters Score -8426587 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -8426630.000000 Penalty: 5326.211426
	Iteration 13Q: 3 clusters Score -8426630 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -8426640.000000 Penalty: 5326.211426
	Iteration 14Q: 3 clusters Score -8426640 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -8426639.000000 Penalty: 5326.211426
	Iteration 15Q: 3 clusters Score -8426639 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43496 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -8426640.000000 Penalty: 5326.211426
	Iteration 16Q: 3 clusters Score -8426640 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43555 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -8426622.000000 Penalty: 5326.211426
	Iteration 17Q: 3 clusters Score -8426622 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43598 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -8426618.000000 Penalty: 5326.211426
	Iteration 18Q: 3 clusters Score -8426618 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -8426615.000000 Penalty: 5326.211426
	Iteration 19Q: 3 clusters Score -8426615 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -8426608.000000 Penalty: 5326.211426
	Iteration 20F: 3 clusters Score -8426608 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43761 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -8426620.000000 Penalty: 5326.211426
	Iteration 21Q: 3 clusters Score -8426620 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -8426589.000000 Penalty: 5326.211426
	Iteration 22Q: 3 clusters Score -8426589 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -8426597.000000 Penalty: 5326.211426
	Iteration 23Q: 3 clusters Score -8426597 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43866 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -8426580.000000 Penalty: 5326.211426
	Iteration 24Q: 3 clusters Score -8426580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43892 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -8426572.000000 Penalty: 5326.211426
	Iteration 25Q: 3 clusters Score -8426572 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -8426569.000000 Penalty: 5326.211426
	Iteration 26Q: 3 clusters Score -8426569 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43946 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -8426572.000000 Penalty: 5326.211426
	Iteration 27Q: 3 clusters Score -8426572 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -8426557.000000 Penalty: 5326.211426
	Iteration 28Q: 3 clusters Score -8426557 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -8426564.000000 Penalty: 5326.211426
	Iteration 29Q: 3 clusters Score -8426564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44004 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -8426558.000000 Penalty: 5326.211426
	Iteration 30Q: 3 clusters Score -8426558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44021 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -8426562.000000 Penalty: 5326.211426
	Iteration 31Q: 3 clusters Score -8426562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -8426568.000000 Penalty: 5326.211426
	Iteration 32Q: 3 clusters Score -8426568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -8426558.000000 Penalty: 5326.211426
	Iteration 33Q: 3 clusters Score -8426558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -8426556.000000 Penalty: 5326.211426
	Iteration 34Q: 3 clusters Score -8426556 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -8426557.000000 Penalty: 5326.211426
	Iteration 35Q: 3 clusters Score -8426557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -8426553.000000 Penalty: 5326.211426
	Iteration 36Q: 3 clusters Score -8426553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44078 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -8426562.000000 Penalty: 5326.211426
	Iteration 37Q: 3 clusters Score -8426562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -8426558.000000 Penalty: 5326.211426
	Iteration 38Q: 3 clusters Score -8426558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44083 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -8426556.000000 Penalty: 5326.211426
	Iteration 39Q: 3 clusters Score -8426556 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44087 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -8426547.000000 Penalty: 5326.211426
	Iteration 40F: 3 clusters Score -8426547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -8426548.000000 Penalty: 5326.211426
	Iteration 41Q: 3 clusters Score -8426548 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -8426548.000000 Penalty: 5326.211426
	Iteration 42F: 3 clusters Score -8426548 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -67483.445312 Penalty: 1589.723389
	Iteration 0F: 2 clusters Score -67483.45 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 318 members 
Entering Unmasked Estep 
Score: -66003.984375 Penalty: 3179.446777
	Iteration 0F: 3 clusters Score -66003.98 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -66483.554688 Penalty: 3179.446777
	Iteration 1F: 3 clusters Score -66483.55 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -66665.234375 Penalty: 3179.446777
	Iteration 2F: 3 clusters Score -66665.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -66753.039062 Penalty: 3179.446777
	Iteration 3Q: 3 clusters Score -66753.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -66800.382812 Penalty: 3179.446777
	Iteration 4Q: 3 clusters Score -66800.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -66830.937500 Penalty: 3179.446777
	Iteration 5Q: 3 clusters Score -66830.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -66856.882812 Penalty: 3179.446777
	Iteration 6Q: 3 clusters Score -66856.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -66879.703125 Penalty: 3179.446777
	Iteration 7Q: 3 clusters Score -66879.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -66887.320312 Penalty: 3179.446777
	Iteration 8Q: 3 clusters Score -66887.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -66902.882812 Penalty: 3179.446777
	Iteration 9Q: 3 clusters Score -66902.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -66922.398438 Penalty: 3179.446777
	Iteration 10Q: 3 clusters Score -66922.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -66932.351562 Penalty: 3179.446777
	Iteration 11Q: 3 clusters Score -66932.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -66938.109375 Penalty: 3179.446777
	Iteration 12Q: 3 clusters Score -66938.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -66948.234375 Penalty: 3179.446777
	Iteration 13Q: 3 clusters Score -66948.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -66954.859375 Penalty: 3179.446777
	Iteration 14Q: 3 clusters Score -66954.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -66974.406250 Penalty: 3179.446777
	Iteration 15Q: 3 clusters Score -66974.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -66974.406250 Penalty: 3179.446777
	Iteration 16F: 3 clusters Score -66974.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Entering Unmasked Estep 
Score: -153735.125000 Penalty: 1712.626831
	Iteration 0F: 2 clusters Score -153735.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -151874.750000 Penalty: 3425.253662
	Iteration 0F: 3 clusters Score -151874.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -152347.312500 Penalty: 3425.253662
	Iteration 1F: 3 clusters Score -152347.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -152588.453125 Penalty: 3425.253662
	Iteration 2F: 3 clusters Score -152588.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -152719.140625 Penalty: 3425.253662
	Iteration 3F: 3 clusters Score -152719.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -152820.687500 Penalty: 3425.253662
	Iteration 4Q: 3 clusters Score -152820.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -152859.937500 Penalty: 3425.253662
	Iteration 5Q: 3 clusters Score -152859.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -152887.906250 Penalty: 3425.253662
	Iteration 6Q: 3 clusters Score -152887.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -152907.312500 Penalty: 3425.253662
	Iteration 7Q: 3 clusters Score -152907.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -152928.671875 Penalty: 3425.253662
	Iteration 8Q: 3 clusters Score -152928.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -152939.515625 Penalty: 3425.253662
	Iteration 9Q: 3 clusters Score -152939.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -152944.687500 Penalty: 3425.253662
	Iteration 10Q: 3 clusters Score -152944.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -152952.234375 Penalty: 3425.253662
	Iteration 11Q: 3 clusters Score -152952.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -152954.171875 Penalty: 3425.253662
	Iteration 12Q: 3 clusters Score -152954.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -152958.171875 Penalty: 3425.253662
	Iteration 13Q: 3 clusters Score -152958.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -152964.781250 Penalty: 3425.253662
	Iteration 14Q: 3 clusters Score -152964.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -152971.546875 Penalty: 3425.253662
	Iteration 15Q: 3 clusters Score -152971.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -152976.281250 Penalty: 3425.253662
	Iteration 16Q: 3 clusters Score -152976.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -152976.281250 Penalty: 3425.253662
	Iteration 17F: 3 clusters Score -152976.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -94748.882812 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -94748.88 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 296 members 
Entering Unmasked Estep 
Score: -93185.726562 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -93185.73 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -93455.640625 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -93455.64 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -93709.921875 Penalty: 3165.380615
	Iteration 2F: 3 clusters Score -93709.92 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -94035.812500 Penalty: 3165.380615
	Iteration 3F: 3 clusters Score -94035.81 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -94294.125000 Penalty: 3165.380615
	Iteration 4F: 3 clusters Score -94294.12 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -94541.015625 Penalty: 3165.380615
	Iteration 5F: 3 clusters Score -94541.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -94861.593750 Penalty: 3165.380615
	Iteration 6F: 3 clusters Score -94861.59 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -95078.687500 Penalty: 3165.380615
	Iteration 7F: 3 clusters Score -95078.69 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -95191.585938 Penalty: 3165.380615
	Iteration 8Q: 3 clusters Score -95191.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -95258.539062 Penalty: 3165.380615
	Iteration 9Q: 3 clusters Score -95258.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -95303.437500 Penalty: 3165.380615
	Iteration 10Q: 3 clusters Score -95303.44 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -95347.890625 Penalty: 3165.380615
	Iteration 11Q: 3 clusters Score -95347.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -95379.164062 Penalty: 3165.380615
	Iteration 12Q: 3 clusters Score -95379.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -95394.460938 Penalty: 3165.380615
	Iteration 13Q: 3 clusters Score -95394.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -95394.460938 Penalty: 3165.380615
	Iteration 14F: 3 clusters Score -95394.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51380 members 
Mstep: Class 2 contains 50640 members 
Mstep: Class 3 contains 7117 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44721 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46089 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 331 members 
Mstep: Class 11 contains 260 members 
Mstep: Class 12 contains 45442 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 52822 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44871 members 
Mstep: Class 18 contains 46299 members 
Mstep: Class 19 contains 24873 members 
Mstep: Class 20 contains 47209 members 
Mstep: Class 21 contains 48719 members 
Mstep: Class 22 contains 48803 members 
Mstep: Class 23 contains 49960 members 
Mstep: Class 24 contains 1587 members 
Entering Unmasked Estep 
Score: -111198104.000000 Penalty: 79364.328125
Splitting cluster 10 changes total score from -111199192.000000 to -111198104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (45442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Entering Unmasked Estep 
Score: -8315857.000000 Penalty: 2659.599609
	Iteration 0F: 2 clusters Score -8315857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -8286342.500000 Penalty: 5319.199219
	Iteration 0F: 3 clusters Score -8286342 nChanged 20859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -8298420.000000 Penalty: 5319.199219
	Iteration 1F: 3 clusters Score -8298420 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -8299860.000000 Penalty: 5319.199219
	Iteration 2F: 3 clusters Score -8299860 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -8301740.000000 Penalty: 5319.199219
	Iteration 3F: 3 clusters Score -8301740 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -8303906.000000 Penalty: 5319.199219
	Iteration 4F: 3 clusters Score -8303906 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -8306017.500000 Penalty: 5319.199219
	Iteration 5F: 3 clusters Score -8306018 nChanged 2931
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -8308002.000000 Penalty: 5319.199219
	Iteration 6F: 3 clusters Score -8308002 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -8309870.500000 Penalty: 5319.199219
	Iteration 7F: 3 clusters Score -8309870 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -8311128.500000 Penalty: 5319.199219
	Iteration 8Q: 3 clusters Score -8311128 nChanged 1379
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -8311811.000000 Penalty: 5319.199219
	Iteration 9Q: 3 clusters Score -8311811 nChanged 1007
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -8312238.000000 Penalty: 5319.199219
	Iteration 10Q: 3 clusters Score -8312238 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -8312575.500000 Penalty: 5319.199219
	Iteration 11Q: 3 clusters Score -8312576 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -8312848.000000 Penalty: 5319.199219
	Iteration 12Q: 3 clusters Score -8312848 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -8313065.000000 Penalty: 5319.199219
	Iteration 13Q: 3 clusters Score -8313065 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34236 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -8313286.000000 Penalty: 5319.199219
	Iteration 14Q: 3 clusters Score -8313286 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -8313497.000000 Penalty: 5319.199219
	Iteration 15Q: 3 clusters Score -8313497 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -8313712.500000 Penalty: 5319.199219
	Iteration 16Q: 3 clusters Score -8313712 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -8313927.500000 Penalty: 5319.199219
	Iteration 17Q: 3 clusters Score -8313928 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36590 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -8314071.500000 Penalty: 5319.199219
	Iteration 18Q: 3 clusters Score -8314072 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -8314189.000000 Penalty: 5319.199219
	Iteration 19Q: 3 clusters Score -8314189 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37538 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -8314271.500000 Penalty: 5319.199219
	Iteration 20F: 3 clusters Score -8314272 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38007 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -8314378.500000 Penalty: 5319.199219
	Iteration 21Q: 3 clusters Score -8314378 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -8314479.000000 Penalty: 5319.199219
	Iteration 22Q: 3 clusters Score -8314479 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -8314549.500000 Penalty: 5319.199219
	Iteration 23Q: 3 clusters Score -8314550 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39173 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -8314600.000000 Penalty: 5319.199219
	Iteration 24Q: 3 clusters Score -8314600 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -8314673.500000 Penalty: 5319.199219
	Iteration 25Q: 3 clusters Score -8314674 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -8314754.000000 Penalty: 5319.199219
	Iteration 26Q: 3 clusters Score -8314754 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -8314770.000000 Penalty: 5319.199219
	Iteration 27Q: 3 clusters Score -8314770 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -8314817.000000 Penalty: 5319.199219
	Iteration 28Q: 3 clusters Score -8314817 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40569 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -8314880.500000 Penalty: 5319.199219
	Iteration 29Q: 3 clusters Score -8314880 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40804 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -8314917.500000 Penalty: 5319.199219
	Iteration 30Q: 3 clusters Score -8314918 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41046 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -8314952.500000 Penalty: 5319.199219
	Iteration 31Q: 3 clusters Score -8314952 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41256 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -8315009.000000 Penalty: 5319.199219
	Iteration 32Q: 3 clusters Score -8315009 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41434 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -8315030.000000 Penalty: 5319.199219
	Iteration 33Q: 3 clusters Score -8315030 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -8315082.500000 Penalty: 5319.199219
	Iteration 34Q: 3 clusters Score -8315082 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -8315092.500000 Penalty: 5319.199219
	Iteration 35Q: 3 clusters Score -8315092 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -8315079.000000 Penalty: 5319.199219
	Iteration 36Q: 3 clusters Score -8315079 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42013 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -8315092.500000 Penalty: 5319.199219
	Iteration 37Q: 3 clusters Score -8315092 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -8315112.500000 Penalty: 5319.199219
	Iteration 38Q: 3 clusters Score -8315112 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -8315120.000000 Penalty: 5319.199219
	Iteration 39Q: 3 clusters Score -8315120 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42363 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -8315123.500000 Penalty: 5319.199219
	Iteration 40F: 3 clusters Score -8315124 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -8315141.000000 Penalty: 5319.199219
	Iteration 41Q: 3 clusters Score -8315141 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42517 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -8315144.000000 Penalty: 5319.199219
	Iteration 42Q: 3 clusters Score -8315144 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -8315125.000000 Penalty: 5319.199219
	Iteration 43Q: 3 clusters Score -8315125 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42633 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -8315120.000000 Penalty: 5319.199219
	Iteration 44Q: 3 clusters Score -8315120 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42675 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -8315146.500000 Penalty: 5319.199219
	Iteration 45Q: 3 clusters Score -8315146 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42706 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -8315137.000000 Penalty: 5319.199219
	Iteration 46Q: 3 clusters Score -8315137 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42745 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -8315154.500000 Penalty: 5319.199219
	Iteration 47Q: 3 clusters Score -8315154 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42779 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -8315156.500000 Penalty: 5319.199219
	Iteration 48Q: 3 clusters Score -8315156 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42808 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -8315156.000000 Penalty: 5319.199219
	Iteration 49Q: 3 clusters Score -8315156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -8315160.500000 Penalty: 5319.199219
	Iteration 50Q: 3 clusters Score -8315160 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42855 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -8315145.000000 Penalty: 5319.199219
	Iteration 51Q: 3 clusters Score -8315145 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -8315146.500000 Penalty: 5319.199219
	Iteration 52Q: 3 clusters Score -8315146 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -8315160.500000 Penalty: 5319.199219
	Iteration 53Q: 3 clusters Score -8315160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42924 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -8315143.500000 Penalty: 5319.199219
	Iteration 54Q: 3 clusters Score -8315144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42940 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -8315135.000000 Penalty: 5319.199219
	Iteration 55Q: 3 clusters Score -8315135 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42960 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -8315143.000000 Penalty: 5319.199219
	Iteration 56Q: 3 clusters Score -8315143 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42979 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -8315140.000000 Penalty: 5319.199219
	Iteration 57Q: 3 clusters Score -8315140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -8315149.500000 Penalty: 5319.199219
	Iteration 58Q: 3 clusters Score -8315150 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43026 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -8315146.000000 Penalty: 5319.199219
	Iteration 59Q: 3 clusters Score -8315146 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43045 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -8315138.000000 Penalty: 5319.199219
	Iteration 60F: 3 clusters Score -8315138 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -8315133.000000 Penalty: 5319.199219
	Iteration 61Q: 3 clusters Score -8315133 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43094 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -8315146.000000 Penalty: 5319.199219
	Iteration 62Q: 3 clusters Score -8315146 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43119 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -8315134.000000 Penalty: 5319.199219
	Iteration 63Q: 3 clusters Score -8315134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43141 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -8315145.000000 Penalty: 5319.199219
	Iteration 64Q: 3 clusters Score -8315145 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43173 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -8315136.500000 Penalty: 5319.199219
	Iteration 65Q: 3 clusters Score -8315136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43197 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -8315115.000000 Penalty: 5319.199219
	Iteration 66Q: 3 clusters Score -8315115 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43219 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -8315124.000000 Penalty: 5319.199219
	Iteration 67Q: 3 clusters Score -8315124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -8315131.500000 Penalty: 5319.199219
	Iteration 68Q: 3 clusters Score -8315132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43242 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -8315129.500000 Penalty: 5319.199219
	Iteration 69Q: 3 clusters Score -8315130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43253 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -8315136.000000 Penalty: 5319.199219
	Iteration 70Q: 3 clusters Score -8315136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43264 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -8315125.500000 Penalty: 5319.199219
	Iteration 71Q: 3 clusters Score -8315126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -8315110.500000 Penalty: 5319.199219
	Iteration 72Q: 3 clusters Score -8315110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -8315106.000000 Penalty: 5319.199219
	Iteration 73Q: 3 clusters Score -8315106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43285 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -8315102.500000 Penalty: 5319.199219
	Iteration 74Q: 3 clusters Score -8315102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -8315098.500000 Penalty: 5319.199219
	Iteration 75Q: 3 clusters Score -8315098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -8315104.500000 Penalty: 5319.199219
	Iteration 76Q: 3 clusters Score -8315104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -8315098.500000 Penalty: 5319.199219
	Iteration 77Q: 3 clusters Score -8315098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43306 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -8315099.500000 Penalty: 5319.199219
	Iteration 78Q: 3 clusters Score -8315100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43307 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -8315095.000000 Penalty: 5319.199219
	Iteration 79Q: 3 clusters Score -8315095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43309 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -8315090.500000 Penalty: 5319.199219
	Iteration 80F: 3 clusters Score -8315090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43312 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -8315088.000000 Penalty: 5319.199219
	Iteration 81Q: 3 clusters Score -8315088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43317 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -8315082.500000 Penalty: 5319.199219
	Iteration 82Q: 3 clusters Score -8315082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43320 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -8315083.000000 Penalty: 5319.199219
	Iteration 83Q: 3 clusters Score -8315083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -8315084.500000 Penalty: 5319.199219
	Iteration 84Q: 3 clusters Score -8315084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43325 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -8315086.500000 Penalty: 5319.199219
	Iteration 85Q: 3 clusters Score -8315086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43325 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -8315086.500000 Penalty: 5319.199219
	Iteration 86F: 3 clusters Score -8315086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Entering Unmasked Estep 
Score: -386930.968750 Penalty: 1917.410034
	Iteration 0F: 2 clusters Score -386931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -384150.812500 Penalty: 3834.820068
	Iteration 0F: 3 clusters Score -384150.8 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -384755.093750 Penalty: 3834.820068
	Iteration 1F: 3 clusters Score -384755.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -384964.687500 Penalty: 3834.820068
	Iteration 2F: 3 clusters Score -384964.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -385153.468750 Penalty: 3834.820068
	Iteration 3F: 3 clusters Score -385153.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -385318.968750 Penalty: 3834.820068
	Iteration 4F: 3 clusters Score -385319 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -385500.187500 Penalty: 3834.820068
	Iteration 5F: 3 clusters Score -385500.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -385652.437500 Penalty: 3834.820068
	Iteration 6F: 3 clusters Score -385652.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -385767.750000 Penalty: 3834.820068
	Iteration 7Q: 3 clusters Score -385767.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -385847.500000 Penalty: 3834.820068
	Iteration 8Q: 3 clusters Score -385847.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -385902.468750 Penalty: 3834.820068
	Iteration 9Q: 3 clusters Score -385902.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -385944.468750 Penalty: 3834.820068
	Iteration 10Q: 3 clusters Score -385944.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -385968.593750 Penalty: 3834.820068
	Iteration 11Q: 3 clusters Score -385968.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -385986.468750 Penalty: 3834.820068
	Iteration 12Q: 3 clusters Score -385986.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -385997.718750 Penalty: 3834.820068
	Iteration 13Q: 3 clusters Score -385997.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -386003.250000 Penalty: 3834.820068
	Iteration 14Q: 3 clusters Score -386003.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -386005.531250 Penalty: 3834.820068
	Iteration 15Q: 3 clusters Score -386005.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -386005.531250 Penalty: 3834.820068
	Iteration 16F: 3 clusters Score -386005.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (52822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52822 members 
Entering Unmasked Estep 
Score: -9567065.000000 Penalty: 2696.921387
	Iteration 0F: 2 clusters Score -9567065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -9534080.000000 Penalty: 5393.842773
	Iteration 0F: 3 clusters Score -9534080 nChanged 24355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -9547723.000000 Penalty: 5393.842773
	Iteration 1F: 3 clusters Score -9547723 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -9548170.000000 Penalty: 5393.842773
	Iteration 2Q: 3 clusters Score -9548170 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -9548627.000000 Penalty: 5393.842773
	Iteration 3Q: 3 clusters Score -9548627 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -9549049.000000 Penalty: 5393.842773
	Iteration 4Q: 3 clusters Score -9549049 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -9549546.000000 Penalty: 5393.842773
	Iteration 5Q: 3 clusters Score -9549546 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -9550180.000000 Penalty: 5393.842773
	Iteration 6Q: 3 clusters Score -9550180 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -9551097.000000 Penalty: 5393.842773
	Iteration 7Q: 3 clusters Score -9551097 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -9552600.000000 Penalty: 5393.842773
	Iteration 8F: 3 clusters Score -9552600 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -9554927.000000 Penalty: 5393.842773
	Iteration 9F: 3 clusters Score -9554927 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40023 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -9558086.000000 Penalty: 5393.842773
	Iteration 10F: 3 clusters Score -9558086 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -9561233.000000 Penalty: 5393.842773
	Iteration 11F: 3 clusters Score -9561233 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44776 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -9563394.000000 Penalty: 5393.842773
	Iteration 12Q: 3 clusters Score -9563394 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46189 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -9564652.000000 Penalty: 5393.842773
	Iteration 13Q: 3 clusters Score -9564652 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -9565412.000000 Penalty: 5393.842773
	Iteration 14Q: 3 clusters Score -9565412 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48010 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -9565780.000000 Penalty: 5393.842773
	Iteration 15Q: 3 clusters Score -9565780 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -9565998.000000 Penalty: 5393.842773
	Iteration 16Q: 3 clusters Score -9565998 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49134 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -9566088.000000 Penalty: 5393.842773
	Iteration 17Q: 3 clusters Score -9566088 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49512 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -9566089.000000 Penalty: 5393.842773
	Iteration 18Q: 3 clusters Score -9566089 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49812 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -9566055.000000 Penalty: 5393.842773
	Iteration 19Q: 3 clusters Score -9566055 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50035 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -9565995.000000 Penalty: 5393.842773
	Iteration 20F: 3 clusters Score -9565995 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50237 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -9565963.000000 Penalty: 5393.842773
	Iteration 21Q: 3 clusters Score -9565963 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50407 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -9565953.000000 Penalty: 5393.842773
	Iteration 22Q: 3 clusters Score -9565953 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50570 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -9565882.000000 Penalty: 5393.842773
	Iteration 23Q: 3 clusters Score -9565882 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50728 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -9565817.000000 Penalty: 5393.842773
	Iteration 24Q: 3 clusters Score -9565817 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50872 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -9565774.000000 Penalty: 5393.842773
	Iteration 25Q: 3 clusters Score -9565774 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50995 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -9565726.000000 Penalty: 5393.842773
	Iteration 26Q: 3 clusters Score -9565726 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51088 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -9565724.000000 Penalty: 5393.842773
	Iteration 27Q: 3 clusters Score -9565724 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51179 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -9565680.000000 Penalty: 5393.842773
	Iteration 28Q: 3 clusters Score -9565680 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51261 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -9565632.000000 Penalty: 5393.842773
	Iteration 29Q: 3 clusters Score -9565632 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51327 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -9565622.000000 Penalty: 5393.842773
	Iteration 30Q: 3 clusters Score -9565622 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51381 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -9565593.000000 Penalty: 5393.842773
	Iteration 31Q: 3 clusters Score -9565593 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -9565605.000000 Penalty: 5393.842773
	Iteration 32Q: 3 clusters Score -9565605 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51462 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -9565565.000000 Penalty: 5393.842773
	Iteration 33Q: 3 clusters Score -9565565 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51498 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -9565552.000000 Penalty: 5393.842773
	Iteration 34Q: 3 clusters Score -9565552 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51523 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -9565543.000000 Penalty: 5393.842773
	Iteration 35Q: 3 clusters Score -9565543 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51543 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -9565555.000000 Penalty: 5393.842773
	Iteration 36Q: 3 clusters Score -9565555 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51563 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -9565556.000000 Penalty: 5393.842773
	Iteration 37Q: 3 clusters Score -9565556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51585 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -9565550.000000 Penalty: 5393.842773
	Iteration 38Q: 3 clusters Score -9565550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51605 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -9565546.000000 Penalty: 5393.842773
	Iteration 39Q: 3 clusters Score -9565546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51621 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -9565537.000000 Penalty: 5393.842773
	Iteration 40F: 3 clusters Score -9565537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51634 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -9565549.000000 Penalty: 5393.842773
	Iteration 41Q: 3 clusters Score -9565549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51646 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -9565545.000000 Penalty: 5393.842773
	Iteration 42Q: 3 clusters Score -9565545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51649 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -9565547.000000 Penalty: 5393.842773
	Iteration 43Q: 3 clusters Score -9565547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51652 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -9565541.000000 Penalty: 5393.842773
	Iteration 44Q: 3 clusters Score -9565541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51654 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -9565539.000000 Penalty: 5393.842773
	Iteration 45Q: 3 clusters Score -9565539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51656 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -9565540.000000 Penalty: 5393.842773
	Iteration 46Q: 3 clusters Score -9565540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51660 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -9565544.000000 Penalty: 5393.842773
	Iteration 47Q: 3 clusters Score -9565544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51661 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -9565540.000000 Penalty: 5393.842773
	Iteration 48Q: 3 clusters Score -9565540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51662 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -9565539.000000 Penalty: 5393.842773
	Iteration 49Q: 3 clusters Score -9565539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51664 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -9565535.000000 Penalty: 5393.842773
	Iteration 50Q: 3 clusters Score -9565535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51665 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -9565531.000000 Penalty: 5393.842773
	Iteration 51Q: 3 clusters Score -9565531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51667 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -9565536.000000 Penalty: 5393.842773
	Iteration 52Q: 3 clusters Score -9565536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51669 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -9565538.000000 Penalty: 5393.842773
	Iteration 53Q: 3 clusters Score -9565538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51670 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -9565528.000000 Penalty: 5393.842773
	Iteration 54Q: 3 clusters Score -9565528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51672 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -9565531.000000 Penalty: 5393.842773
	Iteration 55Q: 3 clusters Score -9565531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51676 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -9565532.000000 Penalty: 5393.842773
	Iteration 56Q: 3 clusters Score -9565532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51681 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -9565541.000000 Penalty: 5393.842773
	Iteration 57Q: 3 clusters Score -9565541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -9565541.000000 Penalty: 5393.842773
	Iteration 58Q: 3 clusters Score -9565541 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -9565541.000000 Penalty: 5393.842773
	Iteration 59F: 3 clusters Score -9565541 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -160472.109375 Penalty: 1699.618164
	Iteration 0F: 2 clusters Score -160472.1 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 451 members 
Entering Unmasked Estep 
Score: -158601.796875 Penalty: 3399.236328
	Iteration 0F: 3 clusters Score -158601.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -158959.218750 Penalty: 3399.236328
	Iteration 1F: 3 clusters Score -158959.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -159160.296875 Penalty: 3399.236328
	Iteration 2F: 3 clusters Score -159160.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -159289.000000 Penalty: 3399.236328
	Iteration 3F: 3 clusters Score -159289 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -159391.000000 Penalty: 3399.236328
	Iteration 4Q: 3 clusters Score -159391 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -159479.046875 Penalty: 3399.236328
	Iteration 5Q: 3 clusters Score -159479 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -159575.015625 Penalty: 3399.236328
	Iteration 6Q: 3 clusters Score -159575 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -159645.734375 Penalty: 3399.236328
	Iteration 7Q: 3 clusters Score -159645.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -159722.062500 Penalty: 3399.236328
	Iteration 8Q: 3 clusters Score -159722.1 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: -159780.703125 Penalty: 3399.236328
	Iteration 9Q: 3 clusters Score -159780.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -159827.843750 Penalty: 3399.236328
	Iteration 10Q: 3 clusters Score -159827.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -159847.812500 Penalty: 3399.236328
	Iteration 11Q: 3 clusters Score -159847.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -159857.890625 Penalty: 3399.236328
	Iteration 12Q: 3 clusters Score -159857.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -159865.140625 Penalty: 3399.236328
	Iteration 13Q: 3 clusters Score -159865.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -159872.375000 Penalty: 3399.236328
	Iteration 14Q: 3 clusters Score -159872.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -159879.968750 Penalty: 3399.236328
	Iteration 15Q: 3 clusters Score -159880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -159882.453125 Penalty: 3399.236328
	Iteration 16Q: 3 clusters Score -159882.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -159882.515625 Penalty: 3399.236328
	Iteration 17F: 3 clusters Score -159882.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -159896.281250 Penalty: 3399.236328
	Iteration 18Q: 3 clusters Score -159896.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -159905.046875 Penalty: 3399.236328
	Iteration 19Q: 3 clusters Score -159905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -159911.656250 Penalty: 3399.236328
	Iteration 20F: 3 clusters Score -159911.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -159915.984375 Penalty: 3399.236328
	Iteration 21Q: 3 clusters Score -159916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -159921.937500 Penalty: 3399.236328
	Iteration 22Q: 3 clusters Score -159921.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -159924.703125 Penalty: 3399.236328
	Iteration 23Q: 3 clusters Score -159924.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -159924.890625 Penalty: 3399.236328
	Iteration 24Q: 3 clusters Score -159924.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -159924.890625 Penalty: 3399.236328
	Iteration 25F: 3 clusters Score -159924.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Entering Unmasked Estep 
Score: -108436.187500 Penalty: 1597.750000
	Iteration 0F: 2 clusters Score -108436.2 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 317 members 
Entering Unmasked Estep 
Score: -106796.289062 Penalty: 3195.500000
	Iteration 0F: 3 clusters Score -106796.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -107049.140625 Penalty: 3195.500000
	Iteration 1F: 3 clusters Score -107049.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -107129.414062 Penalty: 3195.500000
	Iteration 2F: 3 clusters Score -107129.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -107161.734375 Penalty: 3195.500000
	Iteration 3Q: 3 clusters Score -107161.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -107175.476562 Penalty: 3195.500000
	Iteration 4Q: 3 clusters Score -107175.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -107190.234375 Penalty: 3195.500000
	Iteration 5Q: 3 clusters Score -107190.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -107197.070312 Penalty: 3195.500000
	Iteration 6Q: 3 clusters Score -107197.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -107204.085938 Penalty: 3195.500000
	Iteration 7Q: 3 clusters Score -107204.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -107206.312500 Penalty: 3195.500000
	Iteration 8Q: 3 clusters Score -107206.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -107211.515625 Penalty: 3195.500000
	Iteration 9Q: 3 clusters Score -107211.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -107215.375000 Penalty: 3195.500000
	Iteration 10Q: 3 clusters Score -107215.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -107217.796875 Penalty: 3195.500000
	Iteration 11Q: 3 clusters Score -107217.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -107219.703125 Penalty: 3195.500000
	Iteration 12Q: 3 clusters Score -107219.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -107221.367188 Penalty: 3195.500000
	Iteration 13Q: 3 clusters Score -107221.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -107221.367188 Penalty: 3195.500000
	Iteration 14F: 3 clusters Score -107221.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44871 members 
Entering Unmasked Estep 
Score: -8234719.000000 Penalty: 2656.463623
	Iteration 0F: 2 clusters Score -8234719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -8206421.000000 Penalty: 5312.927246
	Iteration 0F: 3 clusters Score -8206421 nChanged 20697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -8217719.000000 Penalty: 5312.927246
	Iteration 1F: 3 clusters Score -8217719 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -8218114.500000 Penalty: 5312.927246
	Iteration 2Q: 3 clusters Score -8218114 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -8218535.000000 Penalty: 5312.927246
	Iteration 3Q: 3 clusters Score -8218535 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -8219035.000000 Penalty: 5312.927246
	Iteration 4Q: 3 clusters Score -8219035 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -8219701.500000 Penalty: 5312.927246
	Iteration 5Q: 3 clusters Score -8219702 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -8220832.000000 Penalty: 5312.927246
	Iteration 6Q: 3 clusters Score -8220832 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -8222410.000000 Penalty: 5312.927246
	Iteration 7F: 3 clusters Score -8222410 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -8224465.500000 Penalty: 5312.927246
	Iteration 8F: 3 clusters Score -8224466 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -8226888.000000 Penalty: 5312.927246
	Iteration 9F: 3 clusters Score -8226888 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -8229568.500000 Penalty: 5312.927246
	Iteration 10F: 3 clusters Score -8229568 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -8231789.500000 Penalty: 5312.927246
	Iteration 11F: 3 clusters Score -8231790 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -8233209.500000 Penalty: 5312.927246
	Iteration 12Q: 3 clusters Score -8233210 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -8233871.000000 Penalty: 5312.927246
	Iteration 13Q: 3 clusters Score -8233871 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -8234214.500000 Penalty: 5312.927246
	Iteration 14Q: 3 clusters Score -8234214 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
Score: -8234407.000000 Penalty: 5312.927246
	Iteration 15Q: 3 clusters Score -8234407 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 38988 members 
Entering Unmasked Estep 
Score: -8234524.500000 Penalty: 5312.927246
	Iteration 16Q: 3 clusters Score -8234524 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 39373 members 
Entering Unmasked Estep 
Score: -8234571.500000 Penalty: 5312.927246
	Iteration 17Q: 3 clusters Score -8234572 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -8234650.500000 Penalty: 5312.927246
	Iteration 18Q: 3 clusters Score -8234650 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -8234709.000000 Penalty: 5312.927246
	Iteration 19Q: 3 clusters Score -8234709 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -8234735.500000 Penalty: 5312.927246
	Iteration 20F: 3 clusters Score -8234736 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 40602 members 
Entering Unmasked Estep 
Score: -8234757.500000 Penalty: 5312.927246
	Iteration 21Q: 3 clusters Score -8234758 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 40867 members 
Entering Unmasked Estep 
Score: -8234772.000000 Penalty: 5312.927246
	Iteration 22Q: 3 clusters Score -8234772 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -8234774.500000 Penalty: 5312.927246
	Iteration 23Q: 3 clusters Score -8234774 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -8234752.000000 Penalty: 5312.927246
	Iteration 24Q: 3 clusters Score -8234752 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 41450 members 
Entering Unmasked Estep 
Score: -8234743.000000 Penalty: 5312.927246
	Iteration 25Q: 3 clusters Score -8234743 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 41586 members 
Entering Unmasked Estep 
Score: -8234746.500000 Penalty: 5312.927246
	Iteration 26Q: 3 clusters Score -8234746 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 41718 members 
Entering Unmasked Estep 
Score: -8234746.500000 Penalty: 5312.927246
	Iteration 27Q: 3 clusters Score -8234746 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 41846 members 
Entering Unmasked Estep 
Score: -8234715.500000 Penalty: 5312.927246
	Iteration 28Q: 3 clusters Score -8234716 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 41945 members 
Entering Unmasked Estep 
Score: -8234680.000000 Penalty: 5312.927246
	Iteration 29Q: 3 clusters Score -8234680 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
Score: -8234676.000000 Penalty: 5312.927246
	Iteration 30Q: 3 clusters Score -8234676 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
Score: -8234667.000000 Penalty: 5312.927246
	Iteration 31Q: 3 clusters Score -8234667 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
Score: -8234648.000000 Penalty: 5312.927246
	Iteration 32Q: 3 clusters Score -8234648 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -8234630.000000 Penalty: 5312.927246
	Iteration 33Q: 3 clusters Score -8234630 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 42315 members 
Entering Unmasked Estep 
Score: -8234622.000000 Penalty: 5312.927246
	Iteration 34Q: 3 clusters Score -8234622 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -8234628.500000 Penalty: 5312.927246
	Iteration 35Q: 3 clusters Score -8234628 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -8234611.500000 Penalty: 5312.927246
	Iteration 36Q: 3 clusters Score -8234612 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 42467 members 
Entering Unmasked Estep 
Score: -8234604.500000 Penalty: 5312.927246
	Iteration 37Q: 3 clusters Score -8234604 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 42502 members 
Entering Unmasked Estep 
Score: -8234577.000000 Penalty: 5312.927246
	Iteration 38Q: 3 clusters Score -8234577 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 42539 members 
Entering Unmasked Estep 
Score: -8234571.000000 Penalty: 5312.927246
	Iteration 39Q: 3 clusters Score -8234571 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -8234568.500000 Penalty: 5312.927246
	Iteration 40F: 3 clusters Score -8234568 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 42603 members 
Entering Unmasked Estep 
Score: -8234570.500000 Penalty: 5312.927246
	Iteration 41Q: 3 clusters Score -8234570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 42635 members 
Entering Unmasked Estep 
Score: -8234556.500000 Penalty: 5312.927246
	Iteration 42Q: 3 clusters Score -8234556 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -8234553.500000 Penalty: 5312.927246
	Iteration 43Q: 3 clusters Score -8234554 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 42688 members 
Entering Unmasked Estep 
Score: -8234546.500000 Penalty: 5312.927246
	Iteration 44Q: 3 clusters Score -8234546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 42712 members 
Entering Unmasked Estep 
Score: -8234544.000000 Penalty: 5312.927246
	Iteration 45Q: 3 clusters Score -8234544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 42733 members 
Entering Unmasked Estep 
Score: -8234532.500000 Penalty: 5312.927246
	Iteration 46Q: 3 clusters Score -8234532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 42751 members 
Entering Unmasked Estep 
Score: -8234543.000000 Penalty: 5312.927246
	Iteration 47Q: 3 clusters Score -8234543 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 42769 members 
Entering Unmasked Estep 
Score: -8234542.000000 Penalty: 5312.927246
	Iteration 48Q: 3 clusters Score -8234542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 42787 members 
Entering Unmasked Estep 
Score: -8234530.500000 Penalty: 5312.927246
	Iteration 49Q: 3 clusters Score -8234530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -8234515.000000 Penalty: 5312.927246
	Iteration 50Q: 3 clusters Score -8234515 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -8234498.000000 Penalty: 5312.927246
	Iteration 51Q: 3 clusters Score -8234498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 42851 members 
Entering Unmasked Estep 
Score: -8234503.000000 Penalty: 5312.927246
	Iteration 52Q: 3 clusters Score -8234503 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 42864 members 
Entering Unmasked Estep 
Score: -8234504.000000 Penalty: 5312.927246
	Iteration 53Q: 3 clusters Score -8234504 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 42873 members 
Entering Unmasked Estep 
Score: -8234495.500000 Penalty: 5312.927246
	Iteration 54Q: 3 clusters Score -8234496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 42887 members 
Entering Unmasked Estep 
Score: -8234498.000000 Penalty: 5312.927246
	Iteration 55Q: 3 clusters Score -8234498 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 42904 members 
Entering Unmasked Estep 
Score: -8234496.500000 Penalty: 5312.927246
	Iteration 56Q: 3 clusters Score -8234496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 42913 members 
Entering Unmasked Estep 
Score: -8234480.000000 Penalty: 5312.927246
	Iteration 57Q: 3 clusters Score -8234480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -8234483.500000 Penalty: 5312.927246
	Iteration 58Q: 3 clusters Score -8234484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -8234483.500000 Penalty: 5312.927246
	Iteration 59Q: 3 clusters Score -8234484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -8234470.500000 Penalty: 5312.927246
	Iteration 60F: 3 clusters Score -8234470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 42954 members 
Entering Unmasked Estep 
Score: -8234472.000000 Penalty: 5312.927246
	Iteration 61Q: 3 clusters Score -8234472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 42965 members 
Entering Unmasked Estep 
Score: -8234467.000000 Penalty: 5312.927246
	Iteration 62Q: 3 clusters Score -8234467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 42983 members 
Entering Unmasked Estep 
Score: -8234464.000000 Penalty: 5312.927246
	Iteration 63Q: 3 clusters Score -8234464 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
Score: -8234453.000000 Penalty: 5312.927246
	Iteration 64Q: 3 clusters Score -8234453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 43003 members 
Entering Unmasked Estep 
Score: -8234440.500000 Penalty: 5312.927246
	Iteration 65Q: 3 clusters Score -8234440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -8234444.500000 Penalty: 5312.927246
	Iteration 66Q: 3 clusters Score -8234444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -8234450.500000 Penalty: 5312.927246
	Iteration 67Q: 3 clusters Score -8234450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 43029 members 
Entering Unmasked Estep 
Score: -8234442.000000 Penalty: 5312.927246
	Iteration 68Q: 3 clusters Score -8234442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -8234444.000000 Penalty: 5312.927246
	Iteration 69Q: 3 clusters Score -8234444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 43041 members 
Entering Unmasked Estep 
Score: -8234443.000000 Penalty: 5312.927246
	Iteration 70Q: 3 clusters Score -8234443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -8234444.000000 Penalty: 5312.927246
	Iteration 71Q: 3 clusters Score -8234444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -8234446.000000 Penalty: 5312.927246
	Iteration 72Q: 3 clusters Score -8234446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -8234444.000000 Penalty: 5312.927246
	Iteration 73Q: 3 clusters Score -8234444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 43050 members 
Entering Unmasked Estep 
Score: -8234451.000000 Penalty: 5312.927246
	Iteration 74Q: 3 clusters Score -8234451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -8234448.500000 Penalty: 5312.927246
	Iteration 75Q: 3 clusters Score -8234448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -8234448.500000 Penalty: 5312.927246
	Iteration 76F: 3 clusters Score -8234448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46299 members 
Entering Unmasked Estep 
Score: -8513821.000000 Penalty: 2664.233154
	Iteration 0F: 2 clusters Score -8513821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -8484764.000000 Penalty: 5328.466309
	Iteration 0F: 3 clusters Score -8484764 nChanged 21265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -8496613.000000 Penalty: 5328.466309
	Iteration 1F: 3 clusters Score -8496613 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -8497078.000000 Penalty: 5328.466309
	Iteration 2Q: 3 clusters Score -8497078 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22058 members 
Mstep: Class 2 contains 24241 members 
Entering Unmasked Estep 
Score: -8497527.000000 Penalty: 5328.466309
	Iteration 3Q: 3 clusters Score -8497527 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -8497954.000000 Penalty: 5328.466309
	Iteration 4Q: 3 clusters Score -8497954 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -8498407.000000 Penalty: 5328.466309
	Iteration 5Q: 3 clusters Score -8498407 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -8499024.000000 Penalty: 5328.466309
	Iteration 6Q: 3 clusters Score -8499024 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 27054 members 
Entering Unmasked Estep 
Score: -8499877.000000 Penalty: 5328.466309
	Iteration 7Q: 3 clusters Score -8499877 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -8500955.000000 Penalty: 5328.466309
	Iteration 8Q: 3 clusters Score -8500955 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -8502378.000000 Penalty: 5328.466309
	Iteration 9Q: 3 clusters Score -8502378 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -8504050.000000 Penalty: 5328.466309
	Iteration 10F: 3 clusters Score -8504050 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 33192 members 
Entering Unmasked Estep 
Score: -8505807.000000 Penalty: 5328.466309
	Iteration 11F: 3 clusters Score -8505807 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 34656 members 
Entering Unmasked Estep 
Score: -8507506.000000 Penalty: 5328.466309
	Iteration 12F: 3 clusters Score -8507506 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -8508706.000000 Penalty: 5328.466309
	Iteration 13Q: 3 clusters Score -8508706 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
Score: -8509435.000000 Penalty: 5328.466309
	Iteration 14Q: 3 clusters Score -8509435 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -8509897.000000 Penalty: 5328.466309
	Iteration 15Q: 3 clusters Score -8509897 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -8510233.000000 Penalty: 5328.466309
	Iteration 16Q: 3 clusters Score -8510233 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -8510544.000000 Penalty: 5328.466309
	Iteration 17Q: 3 clusters Score -8510544 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -8510803.000000 Penalty: 5328.466309
	Iteration 18Q: 3 clusters Score -8510803 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -8510975.000000 Penalty: 5328.466309
	Iteration 19Q: 3 clusters Score -8510975 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
Score: -8511154.000000 Penalty: 5328.466309
	Iteration 20F: 3 clusters Score -8511154 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 41143 members 
Entering Unmasked Estep 
Score: -8511323.000000 Penalty: 5328.466309
	Iteration 21Q: 3 clusters Score -8511323 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -8511496.000000 Penalty: 5328.466309
	Iteration 22Q: 3 clusters Score -8511496 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -8511612.000000 Penalty: 5328.466309
	Iteration 23Q: 3 clusters Score -8511612 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 42547 members 
Entering Unmasked Estep 
Score: -8511728.000000 Penalty: 5328.466309
	Iteration 24Q: 3 clusters Score -8511728 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 42990 members 
Entering Unmasked Estep 
Score: -8511809.000000 Penalty: 5328.466309
	Iteration 25Q: 3 clusters Score -8511809 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 43374 members 
Entering Unmasked Estep 
Score: -8511863.000000 Penalty: 5328.466309
	Iteration 26Q: 3 clusters Score -8511863 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 43736 members 
Entering Unmasked Estep 
Score: -8511937.000000 Penalty: 5328.466309
	Iteration 27Q: 3 clusters Score -8511937 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 44046 members 
Entering Unmasked Estep 
Score: -8511963.000000 Penalty: 5328.466309
	Iteration 28Q: 3 clusters Score -8511963 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -8511954.000000 Penalty: 5328.466309
	Iteration 29Q: 3 clusters Score -8511954 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 44508 members 
Entering Unmasked Estep 
Score: -8511935.000000 Penalty: 5328.466309
	Iteration 30Q: 3 clusters Score -8511935 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 44677 members 
Entering Unmasked Estep 
Score: -8511913.000000 Penalty: 5328.466309
	Iteration 31Q: 3 clusters Score -8511913 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 44818 members 
Entering Unmasked Estep 
Score: -8511914.000000 Penalty: 5328.466309
	Iteration 32Q: 3 clusters Score -8511914 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 44932 members 
Entering Unmasked Estep 
Score: -8511928.000000 Penalty: 5328.466309
	Iteration 33Q: 3 clusters Score -8511928 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 45018 members 
Entering Unmasked Estep 
Score: -8511943.000000 Penalty: 5328.466309
	Iteration 34Q: 3 clusters Score -8511943 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -8511921.000000 Penalty: 5328.466309
	Iteration 35Q: 3 clusters Score -8511921 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -8511908.000000 Penalty: 5328.466309
	Iteration 36Q: 3 clusters Score -8511908 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -8511914.000000 Penalty: 5328.466309
	Iteration 37Q: 3 clusters Score -8511914 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 45243 members 
Entering Unmasked Estep 
Score: -8511930.000000 Penalty: 5328.466309
	Iteration 38Q: 3 clusters Score -8511930 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 45284 members 
Entering Unmasked Estep 
Score: -8511914.000000 Penalty: 5328.466309
	Iteration 39Q: 3 clusters Score -8511914 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 45325 members 
Entering Unmasked Estep 
Score: -8511912.000000 Penalty: 5328.466309
	Iteration 40F: 3 clusters Score -8511912 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 45361 members 
Entering Unmasked Estep 
Score: -8511927.000000 Penalty: 5328.466309
	Iteration 41Q: 3 clusters Score -8511927 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 45395 members 
Entering Unmasked Estep 
Score: -8511954.000000 Penalty: 5328.466309
	Iteration 42Q: 3 clusters Score -8511954 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 45424 members 
Entering Unmasked Estep 
Score: -8511949.000000 Penalty: 5328.466309
	Iteration 43Q: 3 clusters Score -8511949 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 45453 members 
Entering Unmasked Estep 
Score: -8511937.000000 Penalty: 5328.466309
	Iteration 44Q: 3 clusters Score -8511937 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -8511958.000000 Penalty: 5328.466309
	Iteration 45Q: 3 clusters Score -8511958 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 45490 members 
Entering Unmasked Estep 
Score: -8511949.000000 Penalty: 5328.466309
	Iteration 46Q: 3 clusters Score -8511949 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 45501 members 
Entering Unmasked Estep 
Score: -8511957.000000 Penalty: 5328.466309
	Iteration 47Q: 3 clusters Score -8511957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 45512 members 
Entering Unmasked Estep 
Score: -8511956.000000 Penalty: 5328.466309
	Iteration 48Q: 3 clusters Score -8511956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 45525 members 
Entering Unmasked Estep 
Score: -8511950.000000 Penalty: 5328.466309
	Iteration 49Q: 3 clusters Score -8511950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 45537 members 
Entering Unmasked Estep 
Score: -8511947.000000 Penalty: 5328.466309
	Iteration 50Q: 3 clusters Score -8511947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
Score: -8511936.000000 Penalty: 5328.466309
	Iteration 51Q: 3 clusters Score -8511936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 45553 members 
Entering Unmasked Estep 
Score: -8511947.000000 Penalty: 5328.466309
	Iteration 52Q: 3 clusters Score -8511947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -8511945.000000 Penalty: 5328.466309
	Iteration 53Q: 3 clusters Score -8511945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 45573 members 
Entering Unmasked Estep 
Score: -8511950.000000 Penalty: 5328.466309
	Iteration 54Q: 3 clusters Score -8511950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 45579 members 
Entering Unmasked Estep 
Score: -8511950.000000 Penalty: 5328.466309
	Iteration 55Q: 3 clusters Score -8511950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 45589 members 
Entering Unmasked Estep 
Score: -8511943.000000 Penalty: 5328.466309
	Iteration 56Q: 3 clusters Score -8511943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -8511944.000000 Penalty: 5328.466309
	Iteration 57Q: 3 clusters Score -8511944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -8511947.000000 Penalty: 5328.466309
	Iteration 58Q: 3 clusters Score -8511947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 45601 members 
Entering Unmasked Estep 
Score: -8511954.000000 Penalty: 5328.466309
	Iteration 59Q: 3 clusters Score -8511954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 45603 members 
Entering Unmasked Estep 
Score: -8511950.000000 Penalty: 5328.466309
	Iteration 60F: 3 clusters Score -8511950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -8511945.000000 Penalty: 5328.466309
	Iteration 61Q: 3 clusters Score -8511945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 45612 members 
Entering Unmasked Estep 
Score: -8511954.000000 Penalty: 5328.466309
	Iteration 62Q: 3 clusters Score -8511954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 45612 members 
Entering Unmasked Estep 
Score: -8511964.000000 Penalty: 5328.466309
	Iteration 63Q: 3 clusters Score -8511964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 45616 members 
Entering Unmasked Estep 
Score: -8511960.000000 Penalty: 5328.466309
	Iteration 64Q: 3 clusters Score -8511960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 45618 members 
Entering Unmasked Estep 
Score: -8511961.000000 Penalty: 5328.466309
	Iteration 65Q: 3 clusters Score -8511961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 45621 members 
Entering Unmasked Estep 
Score: -8511963.000000 Penalty: 5328.466309
	Iteration 66Q: 3 clusters Score -8511963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 45625 members 
Entering Unmasked Estep 
Score: -8511971.000000 Penalty: 5328.466309
	Iteration 67Q: 3 clusters Score -8511971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 45625 members 
Entering Unmasked Estep 
Score: -8511964.000000 Penalty: 5328.466309
	Iteration 68Q: 3 clusters Score -8511964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 45625 members 
Entering Unmasked Estep 
Score: -8511964.000000 Penalty: 5328.466309
	Iteration 69F: 3 clusters Score -8511964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Entering Unmasked Estep 
Score: -4418681.500000 Penalty: 2510.141357
	Iteration 0F: 2 clusters Score -4418682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -4401535.500000 Penalty: 5020.282715
	Iteration 0F: 3 clusters Score -4401536 nChanged 11020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -4407418.500000 Penalty: 5020.282715
	Iteration 1F: 3 clusters Score -4407418 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -4407793.500000 Penalty: 5020.282715
	Iteration 2Q: 3 clusters Score -4407794 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -4408082.000000 Penalty: 5020.282715
	Iteration 3Q: 3 clusters Score -4408082 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 13289 members 
Entering Unmasked Estep 
Score: -4408390.000000 Penalty: 5020.282715
	Iteration 4Q: 3 clusters Score -4408390 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -4408666.500000 Penalty: 5020.282715
	Iteration 5Q: 3 clusters Score -4408666 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -4408889.000000 Penalty: 5020.282715
	Iteration 6Q: 3 clusters Score -4408889 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -4409168.500000 Penalty: 5020.282715
	Iteration 7Q: 3 clusters Score -4409168 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -4409511.500000 Penalty: 5020.282715
	Iteration 8Q: 3 clusters Score -4409512 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -4409868.000000 Penalty: 5020.282715
	Iteration 9Q: 3 clusters Score -4409868 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -4410327.500000 Penalty: 5020.282715
	Iteration 10Q: 3 clusters Score -4410328 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -4410934.000000 Penalty: 5020.282715
	Iteration 11Q: 3 clusters Score -4410934 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -4411759.500000 Penalty: 5020.282715
	Iteration 12F: 3 clusters Score -4411760 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -4412716.500000 Penalty: 5020.282715
	Iteration 13F: 3 clusters Score -4412716 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -4413732.000000 Penalty: 5020.282715
	Iteration 14F: 3 clusters Score -4413732 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -4414626.000000 Penalty: 5020.282715
	Iteration 15Q: 3 clusters Score -4414626 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -4415278.000000 Penalty: 5020.282715
	Iteration 16Q: 3 clusters Score -4415278 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -4415716.000000 Penalty: 5020.282715
	Iteration 17Q: 3 clusters Score -4415716 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -4416015.500000 Penalty: 5020.282715
	Iteration 18Q: 3 clusters Score -4416016 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -4416179.000000 Penalty: 5020.282715
	Iteration 19Q: 3 clusters Score -4416179 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -4416283.000000 Penalty: 5020.282715
	Iteration 20F: 3 clusters Score -4416283 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -4416403.000000 Penalty: 5020.282715
	Iteration 21Q: 3 clusters Score -4416403 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -4416453.500000 Penalty: 5020.282715
	Iteration 22Q: 3 clusters Score -4416454 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -4416490.000000 Penalty: 5020.282715
	Iteration 23Q: 3 clusters Score -4416490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -4416518.500000 Penalty: 5020.282715
	Iteration 24Q: 3 clusters Score -4416518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -4416561.000000 Penalty: 5020.282715
	Iteration 25Q: 3 clusters Score -4416561 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -4416586.000000 Penalty: 5020.282715
	Iteration 26Q: 3 clusters Score -4416586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -4416615.500000 Penalty: 5020.282715
	Iteration 27Q: 3 clusters Score -4416616 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -4416634.500000 Penalty: 5020.282715
	Iteration 28Q: 3 clusters Score -4416634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -4416644.500000 Penalty: 5020.282715
	Iteration 29Q: 3 clusters Score -4416644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -4416649.500000 Penalty: 5020.282715
	Iteration 30Q: 3 clusters Score -4416650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -4416656.500000 Penalty: 5020.282715
	Iteration 31Q: 3 clusters Score -4416656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -4416655.000000 Penalty: 5020.282715
	Iteration 32Q: 3 clusters Score -4416655 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -4416655.000000 Penalty: 5020.282715
	Iteration 33F: 3 clusters Score -4416655 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (47209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47209 members 
Entering Unmasked Estep 
Score: -8710515.000000 Penalty: 2669.060303
	Iteration 0F: 2 clusters Score -8710515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 23547 members 
Entering Unmasked Estep 
Score: -8681183.000000 Penalty: 5338.120605
	Iteration 0F: 3 clusters Score -8681183 nChanged 21817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -8693229.000000 Penalty: 5338.120605
	Iteration 1F: 3 clusters Score -8693229 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -8694022.000000 Penalty: 5338.120605
	Iteration 2Q: 3 clusters Score -8694022 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -8695073.000000 Penalty: 5338.120605
	Iteration 3Q: 3 clusters Score -8695073 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -8696461.000000 Penalty: 5338.120605
	Iteration 4F: 3 clusters Score -8696461 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -8698213.000000 Penalty: 5338.120605
	Iteration 5F: 3 clusters Score -8698213 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 28212 members 
Entering Unmasked Estep 
Score: -8700353.000000 Penalty: 5338.120605
	Iteration 6F: 3 clusters Score -8700353 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -8702530.000000 Penalty: 5338.120605
	Iteration 7F: 3 clusters Score -8702530 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 31290 members 
Entering Unmasked Estep 
Score: -8704554.000000 Penalty: 5338.120605
	Iteration 8F: 3 clusters Score -8704554 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -8706089.000000 Penalty: 5338.120605
	Iteration 9Q: 3 clusters Score -8706089 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -8706904.000000 Penalty: 5338.120605
	Iteration 10Q: 3 clusters Score -8706904 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -8707326.000000 Penalty: 5338.120605
	Iteration 11Q: 3 clusters Score -8707326 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -8707618.000000 Penalty: 5338.120605
	Iteration 12Q: 3 clusters Score -8707618 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -8707860.000000 Penalty: 5338.120605
	Iteration 13Q: 3 clusters Score -8707860 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -8708072.000000 Penalty: 5338.120605
	Iteration 14Q: 3 clusters Score -8708072 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -8708327.000000 Penalty: 5338.120605
	Iteration 15Q: 3 clusters Score -8708327 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 38320 members 
Entering Unmasked Estep 
Score: -8708530.000000 Penalty: 5338.120605
	Iteration 16Q: 3 clusters Score -8708530 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 39121 members 
Entering Unmasked Estep 
Score: -8708726.000000 Penalty: 5338.120605
	Iteration 17Q: 3 clusters Score -8708726 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -8708889.000000 Penalty: 5338.120605
	Iteration 18Q: 3 clusters Score -8708889 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 40632 members 
Entering Unmasked Estep 
Score: -8709098.000000 Penalty: 5338.120605
	Iteration 19Q: 3 clusters Score -8709098 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 41263 members 
Entering Unmasked Estep 
Score: -8709205.000000 Penalty: 5338.120605
	Iteration 20F: 3 clusters Score -8709205 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -8709254.000000 Penalty: 5338.120605
	Iteration 21Q: 3 clusters Score -8709254 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 42350 members 
Entering Unmasked Estep 
Score: -8709318.000000 Penalty: 5338.120605
	Iteration 22Q: 3 clusters Score -8709318 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
Score: -8709353.000000 Penalty: 5338.120605
	Iteration 23Q: 3 clusters Score -8709353 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -8709401.000000 Penalty: 5338.120605
	Iteration 24Q: 3 clusters Score -8709401 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -8709338.000000 Penalty: 5338.120605
	Iteration 25Q: 3 clusters Score -8709338 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -8709308.000000 Penalty: 5338.120605
	Iteration 26Q: 3 clusters Score -8709308 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 44219 members 
Entering Unmasked Estep 
Score: -8709307.000000 Penalty: 5338.120605
	Iteration 27Q: 3 clusters Score -8709307 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 44502 members 
Entering Unmasked Estep 
Score: -8709273.000000 Penalty: 5338.120605
	Iteration 28Q: 3 clusters Score -8709273 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 44758 members 
Entering Unmasked Estep 
Score: -8709230.000000 Penalty: 5338.120605
	Iteration 29Q: 3 clusters Score -8709230 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 44953 members 
Entering Unmasked Estep 
Score: -8709192.000000 Penalty: 5338.120605
	Iteration 30Q: 3 clusters Score -8709192 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 45120 members 
Entering Unmasked Estep 
Score: -8709179.000000 Penalty: 5338.120605
	Iteration 31Q: 3 clusters Score -8709179 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 45285 members 
Entering Unmasked Estep 
Score: -8709132.000000 Penalty: 5338.120605
	Iteration 32Q: 3 clusters Score -8709132 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 45431 members 
Entering Unmasked Estep 
Score: -8709143.000000 Penalty: 5338.120605
	Iteration 33Q: 3 clusters Score -8709143 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 45561 members 
Entering Unmasked Estep 
Score: -8709133.000000 Penalty: 5338.120605
	Iteration 34Q: 3 clusters Score -8709133 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 45690 members 
Entering Unmasked Estep 
Score: -8709114.000000 Penalty: 5338.120605
	Iteration 35Q: 3 clusters Score -8709114 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 45804 members 
Entering Unmasked Estep 
Score: -8709084.000000 Penalty: 5338.120605
	Iteration 36Q: 3 clusters Score -8709084 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 45895 members 
Entering Unmasked Estep 
Score: -8709094.000000 Penalty: 5338.120605
	Iteration 37Q: 3 clusters Score -8709094 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 45965 members 
Entering Unmasked Estep 
Score: -8709075.000000 Penalty: 5338.120605
	Iteration 38Q: 3 clusters Score -8709075 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 46023 members 
Entering Unmasked Estep 
Score: -8709072.000000 Penalty: 5338.120605
	Iteration 39Q: 3 clusters Score -8709072 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 46074 members 
Entering Unmasked Estep 
Score: -8709047.000000 Penalty: 5338.120605
	Iteration 40F: 3 clusters Score -8709047 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 46112 members 
Entering Unmasked Estep 
Score: -8709037.000000 Penalty: 5338.120605
	Iteration 41Q: 3 clusters Score -8709037 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 46145 members 
Entering Unmasked Estep 
Score: -8709036.000000 Penalty: 5338.120605
	Iteration 42Q: 3 clusters Score -8709036 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -8709045.000000 Penalty: 5338.120605
	Iteration 43Q: 3 clusters Score -8709045 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 46224 members 
Entering Unmasked Estep 
Score: -8709053.000000 Penalty: 5338.120605
	Iteration 44Q: 3 clusters Score -8709053 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 46237 members 
Entering Unmasked Estep 
Score: -8709050.000000 Penalty: 5338.120605
	Iteration 45Q: 3 clusters Score -8709050 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 46257 members 
Entering Unmasked Estep 
Score: -8709039.000000 Penalty: 5338.120605
	Iteration 46Q: 3 clusters Score -8709039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
Score: -8709034.000000 Penalty: 5338.120605
	Iteration 47Q: 3 clusters Score -8709034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 46284 members 
Entering Unmasked Estep 
Score: -8709042.000000 Penalty: 5338.120605
	Iteration 48Q: 3 clusters Score -8709042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 46298 members 
Entering Unmasked Estep 
Score: -8709038.000000 Penalty: 5338.120605
	Iteration 49Q: 3 clusters Score -8709038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 46309 members 
Entering Unmasked Estep 
Score: -8709038.000000 Penalty: 5338.120605
	Iteration 50Q: 3 clusters Score -8709038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 46321 members 
Entering Unmasked Estep 
Score: -8709038.000000 Penalty: 5338.120605
	Iteration 51Q: 3 clusters Score -8709038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
Score: -8709042.000000 Penalty: 5338.120605
	Iteration 52Q: 3 clusters Score -8709042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 46336 members 
Entering Unmasked Estep 
Score: -8709030.000000 Penalty: 5338.120605
	Iteration 53Q: 3 clusters Score -8709030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 46344 members 
Entering Unmasked Estep 
Score: -8709021.000000 Penalty: 5338.120605
	Iteration 54Q: 3 clusters Score -8709021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 46348 members 
Entering Unmasked Estep 
Score: -8709024.000000 Penalty: 5338.120605
	Iteration 55Q: 3 clusters Score -8709024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 46351 members 
Entering Unmasked Estep 
Score: -8709029.000000 Penalty: 5338.120605
	Iteration 56Q: 3 clusters Score -8709029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 46357 members 
Entering Unmasked Estep 
Score: -8709023.000000 Penalty: 5338.120605
	Iteration 57Q: 3 clusters Score -8709023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 46366 members 
Entering Unmasked Estep 
Score: -8709031.000000 Penalty: 5338.120605
	Iteration 58Q: 3 clusters Score -8709031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 46373 members 
Entering Unmasked Estep 
Score: -8709030.000000 Penalty: 5338.120605
	Iteration 59Q: 3 clusters Score -8709030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 46372 members 
Entering Unmasked Estep 
Score: -8709035.000000 Penalty: 5338.120605
	Iteration 60F: 3 clusters Score -8709035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 46372 members 
Entering Unmasked Estep 
Score: -8709032.000000 Penalty: 5338.120605
	Iteration 61Q: 3 clusters Score -8709032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 46372 members 
Entering Unmasked Estep 
Score: -8709029.000000 Penalty: 5338.120605
	Iteration 62Q: 3 clusters Score -8709029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 46372 members 
Entering Unmasked Estep 
Score: -8709029.000000 Penalty: 5338.120605
	Iteration 63F: 3 clusters Score -8709029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (48719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48719 members 
Entering Unmasked Estep 
Score: -8890591.000000 Penalty: 2676.868408
	Iteration 0F: 2 clusters Score -8890591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 24397 members 
Entering Unmasked Estep 
Score: -8859640.000000 Penalty: 5353.736816
	Iteration 0F: 3 clusters Score -8859640 nChanged 22588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -8872133.000000 Penalty: 5353.736816
	Iteration 1F: 3 clusters Score -8872133 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -8872718.000000 Penalty: 5353.736816
	Iteration 2Q: 3 clusters Score -8872718 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 25850 members 
Entering Unmasked Estep 
Score: -8873413.000000 Penalty: 5353.736816
	Iteration 3Q: 3 clusters Score -8873413 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -8874282.000000 Penalty: 5353.736816
	Iteration 4Q: 3 clusters Score -8874282 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -8875577.000000 Penalty: 5353.736816
	Iteration 5F: 3 clusters Score -8875577 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -8877228.000000 Penalty: 5353.736816
	Iteration 6F: 3 clusters Score -8877228 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -8879392.000000 Penalty: 5353.736816
	Iteration 7F: 3 clusters Score -8879392 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -8881901.000000 Penalty: 5353.736816
	Iteration 8F: 3 clusters Score -8881901 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -8884657.000000 Penalty: 5353.736816
	Iteration 9F: 3 clusters Score -8884657 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 36861 members 
Entering Unmasked Estep 
Score: -8887379.000000 Penalty: 5353.736816
	Iteration 10F: 3 clusters Score -8887379 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -8888792.000000 Penalty: 5353.736816
	Iteration 11Q: 3 clusters Score -8888792 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -8889325.000000 Penalty: 5353.736816
	Iteration 12Q: 3 clusters Score -8889325 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 38498 members 
Entering Unmasked Estep 
Score: -8889571.000000 Penalty: 5353.736816
	Iteration 13Q: 3 clusters Score -8889571 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 38788 members 
Entering Unmasked Estep 
Score: -8889704.000000 Penalty: 5353.736816
	Iteration 14Q: 3 clusters Score -8889704 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 39071 members 
Entering Unmasked Estep 
Score: -8889800.000000 Penalty: 5353.736816
	Iteration 15Q: 3 clusters Score -8889800 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -8889816.000000 Penalty: 5353.736816
	Iteration 16Q: 3 clusters Score -8889816 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 39548 members 
Entering Unmasked Estep 
Score: -8889878.000000 Penalty: 5353.736816
	Iteration 17Q: 3 clusters Score -8889878 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 39740 members 
Entering Unmasked Estep 
Score: -8889879.000000 Penalty: 5353.736816
	Iteration 18Q: 3 clusters Score -8889879 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -8889891.000000 Penalty: 5353.736816
	Iteration 19Q: 3 clusters Score -8889891 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 40097 members 
Entering Unmasked Estep 
Score: -8889927.000000 Penalty: 5353.736816
	Iteration 20F: 3 clusters Score -8889927 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -8889955.000000 Penalty: 5353.736816
	Iteration 21Q: 3 clusters Score -8889955 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 40450 members 
Entering Unmasked Estep 
Score: -8889971.000000 Penalty: 5353.736816
	Iteration 22Q: 3 clusters Score -8889971 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -8890006.000000 Penalty: 5353.736816
	Iteration 23Q: 3 clusters Score -8890006 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -8889992.000000 Penalty: 5353.736816
	Iteration 24Q: 3 clusters Score -8889992 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -8890004.000000 Penalty: 5353.736816
	Iteration 25Q: 3 clusters Score -8890004 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -8889981.000000 Penalty: 5353.736816
	Iteration 26Q: 3 clusters Score -8889981 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -8889955.000000 Penalty: 5353.736816
	Iteration 27Q: 3 clusters Score -8889955 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -8889980.000000 Penalty: 5353.736816
	Iteration 28Q: 3 clusters Score -8889980 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -8889985.000000 Penalty: 5353.736816
	Iteration 29Q: 3 clusters Score -8889985 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -8889984.000000 Penalty: 5353.736816
	Iteration 30Q: 3 clusters Score -8889984 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -8890005.000000 Penalty: 5353.736816
	Iteration 31Q: 3 clusters Score -8890005 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -8890016.000000 Penalty: 5353.736816
	Iteration 32Q: 3 clusters Score -8890016 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -8890033.000000 Penalty: 5353.736816
	Iteration 33Q: 3 clusters Score -8890033 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 42363 members 
Entering Unmasked Estep 
Score: -8890006.000000 Penalty: 5353.736816
	Iteration 34Q: 3 clusters Score -8890006 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 42556 members 
Entering Unmasked Estep 
Score: -8889987.000000 Penalty: 5353.736816
	Iteration 35Q: 3 clusters Score -8889987 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -8889957.000000 Penalty: 5353.736816
	Iteration 36Q: 3 clusters Score -8889957 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 42961 members 
Entering Unmasked Estep 
Score: -8889933.000000 Penalty: 5353.736816
	Iteration 37Q: 3 clusters Score -8889933 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -8889899.000000 Penalty: 5353.736816
	Iteration 38Q: 3 clusters Score -8889899 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 43412 members 
Entering Unmasked Estep 
Score: -8889909.000000 Penalty: 5353.736816
	Iteration 39Q: 3 clusters Score -8889909 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 43656 members 
Entering Unmasked Estep 
Score: -8889862.000000 Penalty: 5353.736816
	Iteration 40F: 3 clusters Score -8889862 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 43865 members 
Entering Unmasked Estep 
Score: -8889847.000000 Penalty: 5353.736816
	Iteration 41Q: 3 clusters Score -8889847 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 44058 members 
Entering Unmasked Estep 
Score: -8889829.000000 Penalty: 5353.736816
	Iteration 42Q: 3 clusters Score -8889829 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 44229 members 
Entering Unmasked Estep 
Score: -8889818.000000 Penalty: 5353.736816
	Iteration 43Q: 3 clusters Score -8889818 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -8889830.000000 Penalty: 5353.736816
	Iteration 44Q: 3 clusters Score -8889830 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -8889803.000000 Penalty: 5353.736816
	Iteration 45Q: 3 clusters Score -8889803 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 44710 members 
Entering Unmasked Estep 
Score: -8889797.000000 Penalty: 5353.736816
	Iteration 46Q: 3 clusters Score -8889797 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 44832 members 
Entering Unmasked Estep 
Score: -8889781.000000 Penalty: 5353.736816
	Iteration 47Q: 3 clusters Score -8889781 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 44959 members 
Entering Unmasked Estep 
Score: -8889764.000000 Penalty: 5353.736816
	Iteration 48Q: 3 clusters Score -8889764 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -8889754.000000 Penalty: 5353.736816
	Iteration 49Q: 3 clusters Score -8889754 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 45224 members 
Entering Unmasked Estep 
Score: -8889741.000000 Penalty: 5353.736816
	Iteration 50Q: 3 clusters Score -8889741 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 45324 members 
Entering Unmasked Estep 
Score: -8889710.000000 Penalty: 5353.736816
	Iteration 51Q: 3 clusters Score -8889710 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 45406 members 
Entering Unmasked Estep 
Score: -8889691.000000 Penalty: 5353.736816
	Iteration 52Q: 3 clusters Score -8889691 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -8889697.000000 Penalty: 5353.736816
	Iteration 53Q: 3 clusters Score -8889697 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 45531 members 
Entering Unmasked Estep 
Score: -8889690.000000 Penalty: 5353.736816
	Iteration 54Q: 3 clusters Score -8889690 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 45582 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8889690 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 45621 members 
Entering Unmasked Estep 
Score: -8889692.000000 Penalty: 5353.736816
	Iteration 56Q: 3 clusters Score -8889692 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 45660 members 
Entering Unmasked Estep 
Score: -8889688.000000 Penalty: 5353.736816
	Iteration 57Q: 3 clusters Score -8889688 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 45697 members 
Entering Unmasked Estep 
Score: -8889659.000000 Penalty: 5353.736816
	Iteration 58Q: 3 clusters Score -8889659 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 45731 members 
Entering Unmasked Estep 
Score: -8889658.000000 Penalty: 5353.736816
	Iteration 59Q: 3 clusters Score -8889658 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 45766 members 
Entering Unmasked Estep 
Score: -8889648.000000 Penalty: 5353.736816
	Iteration 60F: 3 clusters Score -8889648 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 45798 members 
Entering Unmasked Estep 
Score: -8889629.000000 Penalty: 5353.736816
	Iteration 61Q: 3 clusters Score -8889629 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 45820 members 
Entering Unmasked Estep 
Score: -8889625.000000 Penalty: 5353.736816
	Iteration 62Q: 3 clusters Score -8889625 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 45843 members 
Entering Unmasked Estep 
Score: -8889632.000000 Penalty: 5353.736816
	Iteration 63Q: 3 clusters Score -8889632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -8889631.000000 Penalty: 5353.736816
	Iteration 64Q: 3 clusters Score -8889631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 45872 members 
Entering Unmasked Estep 
Score: -8889637.000000 Penalty: 5353.736816
	Iteration 65Q: 3 clusters Score -8889637 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 45889 members 
Entering Unmasked Estep 
Score: -8889632.000000 Penalty: 5353.736816
	Iteration 66Q: 3 clusters Score -8889632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 45901 members 
Entering Unmasked Estep 
Score: -8889626.000000 Penalty: 5353.736816
	Iteration 67Q: 3 clusters Score -8889626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 45917 members 
Entering Unmasked Estep 
Score: -8889623.000000 Penalty: 5353.736816
	Iteration 68Q: 3 clusters Score -8889623 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 45931 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8889625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 45943 members 
Entering Unmasked Estep 
Score: -8889627.000000 Penalty: 5353.736816
	Iteration 70Q: 3 clusters Score -8889627 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 45957 members 
Entering Unmasked Estep 
Score: -8889626.000000 Penalty: 5353.736816
	Iteration 71Q: 3 clusters Score -8889626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 45969 members 
Entering Unmasked Estep 
Score: -8889615.000000 Penalty: 5353.736816
	Iteration 72Q: 3 clusters Score -8889615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 45982 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8889615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 45996 members 
Entering Unmasked Estep 
Score: -8889614.000000 Penalty: 5353.736816
	Iteration 74Q: 3 clusters Score -8889614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 46003 members 
Entering Unmasked Estep 
Score: -8889617.000000 Penalty: 5353.736816
	Iteration 75Q: 3 clusters Score -8889617 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 46009 members 
Entering Unmasked Estep 
Score: -8889616.000000 Penalty: 5353.736816
	Iteration 76Q: 3 clusters Score -8889616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 46021 members 
Entering Unmasked Estep 
Score: -8889620.000000 Penalty: 5353.736816
	Iteration 77Q: 3 clusters Score -8889620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -8889625.000000 Penalty: 5353.736816
	Iteration 78Q: 3 clusters Score -8889625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 46045 members 
Entering Unmasked Estep 
Score: -8889603.000000 Penalty: 5353.736816
	Iteration 79Q: 3 clusters Score -8889603 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 46063 members 
Entering Unmasked Estep 
Score: -8889620.000000 Penalty: 5353.736816
	Iteration 80F: 3 clusters Score -8889620 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 46076 members 
Entering Unmasked Estep 
Score: -8889605.000000 Penalty: 5353.736816
	Iteration 81Q: 3 clusters Score -8889605 nChanged 14
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Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 46088 members 
Entering Unmasked Estep 
Score: -8889607.000000 Penalty: 5353.736816
	Iteration 82Q: 3 clusters Score -8889607 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 46106 members 
Entering Unmasked Estep 
Score: -8889594.000000 Penalty: 5353.736816
	Iteration 83Q: 3 clusters Score -8889594 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 46132 members 
Entering Unmasked Estep 
Score: -8889618.000000 Penalty: 5353.736816
	Iteration 84Q: 3 clusters Score -8889618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 46151 members 
Entering Unmasked Estep 
Score: -8889609.000000 Penalty: 5353.736816
	Iteration 85Q: 3 clusters Score -8889609 nChanged 23
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Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 46174 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8889605 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -8889597.000000 Penalty: 5353.736816
	Iteration 87Q: 3 clusters Score -8889597 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -8889584.000000 Penalty: 5353.736816
	Iteration 88Q: 3 clusters Score -8889584 nChanged 18
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Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 46239 members 
Entering Unmasked Estep 
Score: -8889572.000000 Penalty: 5353.736816
	Iteration 89Q: 3 clusters Score -8889572 nChanged 11
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Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 46248 members 
Entering Unmasked Estep 
Score: -8889575.000000 Penalty: 5353.736816
	Iteration 90Q: 3 clusters Score -8889575 nChanged 8
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Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8889572 nChanged 7
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Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -8889566.000000 Penalty: 5353.736816
	Iteration 92Q: 3 clusters Score -8889566 nChanged 7
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Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 46270 members 
Entering Unmasked Estep 
Score: -8889568.000000 Penalty: 5353.736816
	Iteration 93Q: 3 clusters Score -8889568 nChanged 7
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Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 46277 members 
Entering Unmasked Estep 
Score: -8889563.000000 Penalty: 5353.736816
	Iteration 94Q: 3 clusters Score -8889563 nChanged 5
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Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 46282 members 
Entering Unmasked Estep 
Score: -8889564.000000 Penalty: 5353.736816
	Iteration 95Q: 3 clusters Score -8889564 nChanged 3
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Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 46285 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8889565 nChanged 4
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Mstep: Class 1 contains 2430 members 
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Entering Unmasked Estep 
Score: -8889560.000000 Penalty: 5353.736816
	Iteration 97Q: 3 clusters Score -8889560 nChanged 2
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Mstep: Class 1 contains 2428 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8889562 nChanged 2
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Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 46293 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8889562 nChanged 3
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Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 46296 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8889560 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 46298 members 
Entering Unmasked Estep 
Score: -8889559.000000 Penalty: 5353.736816
	Iteration 101Q: 3 clusters Score -8889559 nChanged 1
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Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 46299 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8889556 nChanged 1
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Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 46300 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8889558 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 46301 members 
Entering Unmasked Estep 
Score: -8889564.000000 Penalty: 5353.736816
	Iteration 104Q: 3 clusters Score -8889564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 46301 members 
Entering Unmasked Estep 
Score: -8889564.000000 Penalty: 5353.736816
	Iteration 105F: 3 clusters Score -8889564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (48803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48803 members 
Entering Unmasked Estep 
Score: -8861213.000000 Penalty: 2677.295898
	Iteration 0F: 2 clusters Score -8861213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -8829434.000000 Penalty: 5354.591797
	Iteration 0F: 3 clusters Score -8829434 nChanged 22462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -8841903.000000 Penalty: 5354.591797
	Iteration 1F: 3 clusters Score -8841903 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -8842493.000000 Penalty: 5354.591797
	Iteration 2Q: 3 clusters Score -8842493 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27716 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -8843213.000000 Penalty: 5354.591797
	Iteration 3Q: 3 clusters Score -8843213 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -8844105.000000 Penalty: 5354.591797
	Iteration 4Q: 3 clusters Score -8844105 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -8845655.000000 Penalty: 5354.591797
	Iteration 5F: 3 clusters Score -8845655 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -8848018.000000 Penalty: 5354.591797
	Iteration 6F: 3 clusters Score -8848018 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -8851139.000000 Penalty: 5354.591797
	Iteration 7F: 3 clusters Score -8851139 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -8854380.000000 Penalty: 5354.591797
	Iteration 8F: 3 clusters Score -8854380 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45224 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -8856650.000000 Penalty: 5354.591797
	Iteration 9F: 3 clusters Score -8856650 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46842 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -8857771.000000 Penalty: 5354.591797
	Iteration 10Q: 3 clusters Score -8857771 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47710 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -8858339.000000 Penalty: 5354.591797
	Iteration 11Q: 3 clusters Score -8858339 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48097 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -8858569.000000 Penalty: 5354.591797
	Iteration 12Q: 3 clusters Score -8858569 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48267 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -8858746.000000 Penalty: 5354.591797
	Iteration 13Q: 3 clusters Score -8858746 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48340 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -8858827.000000 Penalty: 5354.591797
	Iteration 14Q: 3 clusters Score -8858827 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48382 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -8858882.000000 Penalty: 5354.591797
	Iteration 15Q: 3 clusters Score -8858882 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48408 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -8858920.000000 Penalty: 5354.591797
	Iteration 16Q: 3 clusters Score -8858920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48419 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8858941.000000 Penalty: 5354.591797
	Iteration 17Q: 3 clusters Score -8858941 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48435 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8858955.000000 Penalty: 5354.591797
	Iteration 18Q: 3 clusters Score -8858955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48446 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -8858970.000000 Penalty: 5354.591797
	Iteration 19Q: 3 clusters Score -8858970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48453 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -8858980.000000 Penalty: 5354.591797
	Iteration 20F: 3 clusters Score -8858980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48463 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8858986.000000 Penalty: 5354.591797
	Iteration 21Q: 3 clusters Score -8858986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48468 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -8858998.000000 Penalty: 5354.591797
	Iteration 22Q: 3 clusters Score -8858998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48472 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -8858993.000000 Penalty: 5354.591797
	Iteration 23Q: 3 clusters Score -8858993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48472 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -8858994.000000 Penalty: 5354.591797
	Iteration 24Q: 3 clusters Score -8858994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48473 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8858997.000000 Penalty: 5354.591797
	Iteration 25Q: 3 clusters Score -8858997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48473 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8858997.000000 Penalty: 5354.591797
	Iteration 26F: 3 clusters Score -8858997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (49960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49960 members 
Entering Unmasked Estep 
Score: -9275342.000000 Penalty: 2683.106689
	Iteration 0F: 2 clusters Score -9275342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -9246155.000000 Penalty: 5366.213379
	Iteration 0F: 3 clusters Score -9246155 nChanged 23140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -9258647.000000 Penalty: 5366.213379
	Iteration 1F: 3 clusters Score -9258647 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25925 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -9259189.000000 Penalty: 5366.213379
	Iteration 2Q: 3 clusters Score -9259189 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -9259698.000000 Penalty: 5366.213379
	Iteration 3Q: 3 clusters Score -9259698 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -9260221.000000 Penalty: 5366.213379
	Iteration 4Q: 3 clusters Score -9260221 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -9260730.000000 Penalty: 5366.213379
	Iteration 5Q: 3 clusters Score -9260730 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -9261582.000000 Penalty: 5366.213379
	Iteration 6Q: 3 clusters Score -9261582 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31940 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -9262744.000000 Penalty: 5366.213379
	Iteration 7Q: 3 clusters Score -9262744 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -9264456.000000 Penalty: 5366.213379
	Iteration 8F: 3 clusters Score -9264456 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -9266850.000000 Penalty: 5366.213379
	Iteration 9F: 3 clusters Score -9266850 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -9269569.000000 Penalty: 5366.213379
	Iteration 10F: 3 clusters Score -9269569 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -9271525.000000 Penalty: 5366.213379
	Iteration 11F: 3 clusters Score -9271525 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47302 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -9272457.000000 Penalty: 5366.213379
	Iteration 12Q: 3 clusters Score -9272457 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48618 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -9272736.000000 Penalty: 5366.213379
	Iteration 13Q: 3 clusters Score -9272736 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49200 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -9272846.000000 Penalty: 5366.213379
	Iteration 14Q: 3 clusters Score -9272846 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49414 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -9272915.000000 Penalty: 5366.213379
	Iteration 15Q: 3 clusters Score -9272915 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49505 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -9272989.000000 Penalty: 5366.213379
	Iteration 16Q: 3 clusters Score -9272989 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49559 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -9273032.000000 Penalty: 5366.213379
	Iteration 17Q: 3 clusters Score -9273032 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -9273059.000000 Penalty: 5366.213379
	Iteration 18Q: 3 clusters Score -9273059 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49609 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -9273068.000000 Penalty: 5366.213379
	Iteration 19Q: 3 clusters Score -9273068 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49622 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -9273072.000000 Penalty: 5366.213379
	Iteration 20F: 3 clusters Score -9273072 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49633 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9273096.000000 Penalty: 5366.213379
	Iteration 21Q: 3 clusters Score -9273096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49639 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -9273105.000000 Penalty: 5366.213379
	Iteration 22Q: 3 clusters Score -9273105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49644 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -9273100.000000 Penalty: 5366.213379
	Iteration 23Q: 3 clusters Score -9273100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49649 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9273104.000000 Penalty: 5366.213379
	Iteration 24Q: 3 clusters Score -9273104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49654 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9273121.000000 Penalty: 5366.213379
	Iteration 25Q: 3 clusters Score -9273121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49656 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9273118.000000 Penalty: 5366.213379
	Iteration 26Q: 3 clusters Score -9273118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49656 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9273118.000000 Penalty: 5366.213379
	Iteration 27F: 3 clusters Score -9273118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Entering Unmasked Estep 
Score: -285721.343750 Penalty: 1827.661011
	Iteration 0F: 2 clusters Score -285721.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -283384.656250 Penalty: 3655.322021
	Iteration 0F: 3 clusters Score -283384.7 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -283754.156250 Penalty: 3655.322021
	Iteration 1F: 3 clusters Score -283754.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -283855.156250 Penalty: 3655.322021
	Iteration 2F: 3 clusters Score -283855.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -283900.406250 Penalty: 3655.322021
	Iteration 3Q: 3 clusters Score -283900.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -283927.562500 Penalty: 3655.322021
	Iteration 4Q: 3 clusters Score -283927.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -283943.156250 Penalty: 3655.322021
	Iteration 5Q: 3 clusters Score -283943.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -283956.531250 Penalty: 3655.322021
	Iteration 6Q: 3 clusters Score -283956.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -283962.812500 Penalty: 3655.322021
	Iteration 7Q: 3 clusters Score -283962.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -283967.156250 Penalty: 3655.322021
	Iteration 8Q: 3 clusters Score -283967.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -283971.718750 Penalty: 3655.322021
	Iteration 9Q: 3 clusters Score -283971.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -283974.156250 Penalty: 3655.322021
	Iteration 10Q: 3 clusters Score -283974.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -283975.500000 Penalty: 3655.322021
	Iteration 11Q: 3 clusters Score -283975.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -283979.343750 Penalty: 3655.322021
	Iteration 12Q: 3 clusters Score -283979.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -283981.562500 Penalty: 3655.322021
	Iteration 13Q: 3 clusters Score -283981.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -283984.031250 Penalty: 3655.322021
	Iteration 14Q: 3 clusters Score -283984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -283986.062500 Penalty: 3655.322021
	Iteration 15Q: 3 clusters Score -283986.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -283986.750000 Penalty: 3655.322021
	Iteration 16Q: 3 clusters Score -283986.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -283989.125000 Penalty: 3655.322021
	Iteration 17Q: 3 clusters Score -283989.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -283989.687500 Penalty: 3655.322021
	Iteration 18Q: 3 clusters Score -283989.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -283989.687500 Penalty: 3655.322021
	Iteration 19F: 3 clusters Score -283989.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51380 members 
Mstep: Class 2 contains 50640 members 
Mstep: Class 3 contains 7117 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44721 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46089 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45442 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 52822 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44871 members 
Mstep: Class 18 contains 46299 members 
Mstep: Class 19 contains 24873 members 
Mstep: Class 20 contains 47209 members 
Mstep: Class 21 contains 48719 members 
Mstep: Class 22 contains 48803 members 
Mstep: Class 23 contains 49960 members 
Mstep: Class 24 contains 1587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111199248.000000 Penalty: 76057.484375
Iteration 319Q: 24 clusters Score -1.111992e+08 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 50616 members 
Mstep: Class 3 contains 7142 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44701 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46071 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45418 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 52814 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44872 members 
Mstep: Class 18 contains 46302 members 
Mstep: Class 19 contains 24874 members 
Mstep: Class 20 contains 47184 members 
Mstep: Class 21 contains 48703 members 
Mstep: Class 22 contains 48821 members 
Mstep: Class 23 contains 50003 members 
Mstep: Class 24 contains 1586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111199232.000000 Penalty: 76057.484375
Iteration 320F: 24 clusters Score -1.111992e+08 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51468 members 
Mstep: Class 2 contains 50598 members 
Mstep: Class 3 contains 7172 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44698 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46057 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45388 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 52805 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44870 members 
Mstep: Class 18 contains 46308 members 
Mstep: Class 19 contains 24869 members 
Mstep: Class 20 contains 47175 members 
Mstep: Class 21 contains 48708 members 
Mstep: Class 22 contains 48794 members 
Mstep: Class 23 contains 50039 members 
Mstep: Class 24 contains 1583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111199312.000000 Penalty: 76057.484375
Iteration 321Q: 24 clusters Score -1.111993e+08 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51511 members 
Mstep: Class 2 contains 50579 members 
Mstep: Class 3 contains 7205 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44685 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46056 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45362 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 52808 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44876 members 
Mstep: Class 18 contains 46320 members 
Mstep: Class 19 contains 24870 members 
Mstep: Class 20 contains 47161 members 
Mstep: Class 21 contains 48695 members 
Mstep: Class 22 contains 48759 members 
Mstep: Class 23 contains 50062 members 
Mstep: Class 24 contains 1583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111199352.000000 Penalty: 76057.484375
Iteration 322Q: 24 clusters Score -1.111994e+08 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51527 members 
Mstep: Class 2 contains 50558 members 
Mstep: Class 3 contains 7243 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44672 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46057 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45363 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 52825 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44880 members 
Mstep: Class 18 contains 46299 members 
Mstep: Class 19 contains 24867 members 
Mstep: Class 20 contains 47157 members 
Mstep: Class 21 contains 48687 members 
Mstep: Class 22 contains 48726 members 
Mstep: Class 23 contains 50086 members 
Mstep: Class 24 contains 1585 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 323Q: 24 clusters Score -1.111996e+08 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51544 members 
Mstep: Class 2 contains 50565 members 
Mstep: Class 3 contains 7281 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44669 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46043 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45373 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 52819 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44874 members 
Mstep: Class 18 contains 46288 members 
Mstep: Class 19 contains 24868 members 
Mstep: Class 20 contains 47133 members 
Mstep: Class 21 contains 48704 members 
Mstep: Class 22 contains 48685 members 
Mstep: Class 23 contains 50100 members 
Mstep: Class 24 contains 1586 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 324Q: 24 clusters Score -1.111998e+08 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51586 members 
Mstep: Class 2 contains 50601 members 
Mstep: Class 3 contains 7308 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44672 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46028 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45368 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 52827 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44871 members 
Mstep: Class 18 contains 46295 members 
Mstep: Class 19 contains 24875 members 
Mstep: Class 20 contains 47090 members 
Mstep: Class 21 contains 48715 members 
Mstep: Class 22 contains 48654 members 
Mstep: Class 23 contains 50055 members 
Mstep: Class 24 contains 1587 members 
Entering Unmasked Estep 
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Iteration 325Q: 24 clusters Score -1.111997e+08 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51613 members 
Mstep: Class 2 contains 50632 members 
Mstep: Class 3 contains 7342 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44683 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 46018 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45371 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 52813 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44881 members 
Mstep: Class 18 contains 46282 members 
Mstep: Class 19 contains 24885 members 
Mstep: Class 20 contains 47034 members 
Mstep: Class 21 contains 48719 members 
Mstep: Class 22 contains 48609 members 
Mstep: Class 23 contains 50063 members 
Mstep: Class 24 contains 1587 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 326Q: 24 clusters Score -1.111999e+08 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51692 members 
Mstep: Class 2 contains 50668 members 
Mstep: Class 3 contains 7369 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44691 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45994 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45357 members 
Mstep: Class 13 contains 2278 members 
Mstep: Class 14 contains 52809 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44877 members 
Mstep: Class 18 contains 46277 members 
Mstep: Class 19 contains 24897 members 
Mstep: Class 20 contains 46996 members 
Mstep: Class 21 contains 48721 members 
Mstep: Class 22 contains 48570 members 
Mstep: Class 23 contains 50028 members 
Mstep: Class 24 contains 1586 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 327Q: 24 clusters Score -1.112002e+08 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51744 members 
Mstep: Class 2 contains 50711 members 
Mstep: Class 3 contains 7390 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44687 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45969 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45360 members 
Mstep: Class 13 contains 2277 members 
Mstep: Class 14 contains 52834 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44879 members 
Mstep: Class 18 contains 46258 members 
Mstep: Class 19 contains 24903 members 
Mstep: Class 20 contains 46917 members 
Mstep: Class 21 contains 48735 members 
Mstep: Class 22 contains 48567 members 
Mstep: Class 23 contains 49994 members 
Mstep: Class 24 contains 1585 members 
Entering Unmasked Estep 
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Iteration 328Q: 24 clusters Score -1.112004e+08 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51796 members 
Mstep: Class 2 contains 50742 members 
Mstep: Class 3 contains 7409 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44671 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45944 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45386 members 
Mstep: Class 13 contains 2274 members 
Mstep: Class 14 contains 52845 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44877 members 
Mstep: Class 18 contains 46233 members 
Mstep: Class 19 contains 24911 members 
Mstep: Class 20 contains 46859 members 
Mstep: Class 21 contains 48735 members 
Mstep: Class 22 contains 48575 members 
Mstep: Class 23 contains 49969 members 
Mstep: Class 24 contains 1584 members 
Entering Unmasked Estep 
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Iteration 329Q: 24 clusters Score -1.112003e+08 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51825 members 
Mstep: Class 2 contains 50757 members 
Mstep: Class 3 contains 7433 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44677 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45925 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45427 members 
Mstep: Class 13 contains 2271 members 
Mstep: Class 14 contains 52867 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44869 members 
Mstep: Class 18 contains 46218 members 
Mstep: Class 19 contains 24912 members 
Mstep: Class 20 contains 46810 members 
Mstep: Class 21 contains 48736 members 
Mstep: Class 22 contains 48540 members 
Mstep: Class 23 contains 49960 members 
Mstep: Class 24 contains 1583 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 330Q: 24 clusters Score -1.112002e+08 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51855 members 
Mstep: Class 2 contains 50781 members 
Mstep: Class 3 contains 7446 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44688 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45913 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45432 members 
Mstep: Class 13 contains 2267 members 
Mstep: Class 14 contains 52908 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44858 members 
Mstep: Class 18 contains 46204 members 
Mstep: Class 19 contains 24910 members 
Mstep: Class 20 contains 46779 members 
Mstep: Class 21 contains 48743 members 
Mstep: Class 22 contains 48494 members 
Mstep: Class 23 contains 49950 members 
Mstep: Class 24 contains 1582 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 331Q: 24 clusters Score -1.112003e+08 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51892 members 
Mstep: Class 2 contains 50787 members 
Mstep: Class 3 contains 7468 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44706 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45903 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45454 members 
Mstep: Class 13 contains 2263 members 
Mstep: Class 14 contains 52906 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44848 members 
Mstep: Class 18 contains 46203 members 
Mstep: Class 19 contains 24915 members 
Mstep: Class 20 contains 46759 members 
Mstep: Class 21 contains 48750 members 
Mstep: Class 22 contains 48463 members 
Mstep: Class 23 contains 49911 members 
Mstep: Class 24 contains 1582 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 332Q: 24 clusters Score -1.112003e+08 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51901 members 
Mstep: Class 2 contains 50801 members 
Mstep: Class 3 contains 7491 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44721 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45890 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45451 members 
Mstep: Class 13 contains 2262 members 
Mstep: Class 14 contains 52916 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44831 members 
Mstep: Class 18 contains 46204 members 
Mstep: Class 19 contains 24906 members 
Mstep: Class 20 contains 46740 members 
Mstep: Class 21 contains 48752 members 
Mstep: Class 22 contains 48470 members 
Mstep: Class 23 contains 49893 members 
Mstep: Class 24 contains 1581 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 333Q: 24 clusters Score -1.112005e+08 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51912 members 
Mstep: Class 2 contains 50835 members 
Mstep: Class 3 contains 7505 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44740 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45893 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45451 members 
Mstep: Class 13 contains 2260 members 
Mstep: Class 14 contains 52913 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44824 members 
Mstep: Class 18 contains 46174 members 
Mstep: Class 19 contains 24903 members 
Mstep: Class 20 contains 46724 members 
Mstep: Class 21 contains 48743 members 
Mstep: Class 22 contains 48468 members 
Mstep: Class 23 contains 49884 members 
Mstep: Class 24 contains 1582 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 334Q: 24 clusters Score -1.112005e+08 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51927 members 
Mstep: Class 2 contains 50863 members 
Mstep: Class 3 contains 7519 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44745 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45885 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45453 members 
Mstep: Class 13 contains 2259 members 
Mstep: Class 14 contains 52926 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44812 members 
Mstep: Class 18 contains 46162 members 
Mstep: Class 19 contains 24907 members 
Mstep: Class 20 contains 46693 members 
Mstep: Class 21 contains 48744 members 
Mstep: Class 22 contains 48462 members 
Mstep: Class 23 contains 49873 members 
Mstep: Class 24 contains 1581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111200408.000000 Penalty: 76057.484375
Iteration 335Q: 24 clusters Score -1.112004e+08 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51915 members 
Mstep: Class 2 contains 50882 members 
Mstep: Class 3 contains 7536 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44744 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45881 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45435 members 
Mstep: Class 13 contains 2259 members 
Mstep: Class 14 contains 52956 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44807 members 
Mstep: Class 18 contains 46148 members 
Mstep: Class 19 contains 24908 members 
Mstep: Class 20 contains 46675 members 
Mstep: Class 21 contains 48756 members 
Mstep: Class 22 contains 48450 members 
Mstep: Class 23 contains 49882 members 
Mstep: Class 24 contains 1578 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 336Q: 24 clusters Score -1.112005e+08 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51888 members 
Mstep: Class 2 contains 50882 members 
Mstep: Class 3 contains 7558 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44739 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45869 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45417 members 
Mstep: Class 13 contains 2258 members 
Mstep: Class 14 contains 52986 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44808 members 
Mstep: Class 18 contains 46123 members 
Mstep: Class 19 contains 24911 members 
Mstep: Class 20 contains 46699 members 
Mstep: Class 21 contains 48766 members 
Mstep: Class 22 contains 48456 members 
Mstep: Class 23 contains 49876 members 
Mstep: Class 24 contains 1576 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 337Q: 24 clusters Score -1.112004e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51853 members 
Mstep: Class 2 contains 50898 members 
Mstep: Class 3 contains 7573 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44743 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45858 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45431 members 
Mstep: Class 13 contains 2258 members 
Mstep: Class 14 contains 52993 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44803 members 
Mstep: Class 18 contains 46096 members 
Mstep: Class 19 contains 24909 members 
Mstep: Class 20 contains 46713 members 
Mstep: Class 21 contains 48782 members 
Mstep: Class 22 contains 48462 members 
Mstep: Class 23 contains 49864 members 
Mstep: Class 24 contains 1576 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 338Q: 24 clusters Score -1.112004e+08 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51838 members 
Mstep: Class 2 contains 50906 members 
Mstep: Class 3 contains 7590 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44731 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45866 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 998 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45432 members 
Mstep: Class 13 contains 2258 members 
Mstep: Class 14 contains 52995 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44810 members 
Mstep: Class 18 contains 46064 members 
Mstep: Class 19 contains 24907 members 
Mstep: Class 20 contains 46744 members 
Mstep: Class 21 contains 48788 members 
Mstep: Class 22 contains 48478 members 
Mstep: Class 23 contains 49829 members 
Mstep: Class 24 contains 1575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111200464.000000 Penalty: 76057.484375
Iteration 339Q: 24 clusters Score -1.112005e+08 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51813 members 
Mstep: Class 2 contains 50909 members 
Mstep: Class 3 contains 7601 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44720 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45878 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45430 members 
Mstep: Class 13 contains 2258 members 
Mstep: Class 14 contains 52995 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44806 members 
Mstep: Class 18 contains 46052 members 
Mstep: Class 19 contains 24911 members 
Mstep: Class 20 contains 46749 members 
Mstep: Class 21 contains 48794 members 
Mstep: Class 22 contains 48493 members 
Mstep: Class 23 contains 49826 members 
Mstep: Class 24 contains 1575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111200664.000000 Penalty: 76057.484375
Iteration 340F: 24 clusters Score -1.112007e+08 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51799 members 
Mstep: Class 2 contains 50901 members 
Mstep: Class 3 contains 7616 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44697 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45885 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45442 members 
Mstep: Class 13 contains 2257 members 
Mstep: Class 14 contains 53004 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44801 members 
Mstep: Class 18 contains 46042 members 
Mstep: Class 19 contains 24908 members 
Mstep: Class 20 contains 46761 members 
Mstep: Class 21 contains 48803 members 
Mstep: Class 22 contains 48501 members 
Mstep: Class 23 contains 49816 members 
Mstep: Class 24 contains 1576 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 341Q: 24 clusters Score -1.112008e+08 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51779 members 
Mstep: Class 2 contains 50896 members 
Mstep: Class 3 contains 7622 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44681 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45898 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45454 members 
Mstep: Class 13 contains 2256 members 
Mstep: Class 14 contains 53000 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44796 members 
Mstep: Class 18 contains 46034 members 
Mstep: Class 19 contains 24905 members 
Mstep: Class 20 contains 46773 members 
Mstep: Class 21 contains 48817 members 
Mstep: Class 22 contains 48517 members 
Mstep: Class 23 contains 49808 members 
Mstep: Class 24 contains 1573 members 
Entering Unmasked Estep 
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Iteration 342Q: 24 clusters Score -1.112008e+08 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51768 members 
Mstep: Class 2 contains 50897 members 
Mstep: Class 3 contains 7636 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44674 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45893 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45471 members 
Mstep: Class 13 contains 2257 members 
Mstep: Class 14 contains 53003 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44783 members 
Mstep: Class 18 contains 46020 members 
Mstep: Class 19 contains 24905 members 
Mstep: Class 20 contains 46794 members 
Mstep: Class 21 contains 48817 members 
Mstep: Class 22 contains 48515 members 
Mstep: Class 23 contains 49805 members 
Mstep: Class 24 contains 1571 members 
Entering Unmasked Estep 
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Iteration 343Q: 24 clusters Score -1.112008e+08 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51770 members 
Mstep: Class 2 contains 50901 members 
Mstep: Class 3 contains 7648 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44676 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45889 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45502 members 
Mstep: Class 13 contains 2257 members 
Mstep: Class 14 contains 53006 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44795 members 
Mstep: Class 18 contains 45993 members 
Mstep: Class 19 contains 24912 members 
Mstep: Class 20 contains 46793 members 
Mstep: Class 21 contains 48817 members 
Mstep: Class 22 contains 48504 members 
Mstep: Class 23 contains 49775 members 
Mstep: Class 24 contains 1571 members 
Entering Unmasked Estep 
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Iteration 344Q: 24 clusters Score -1.112008e+08 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51779 members 
Mstep: Class 2 contains 50878 members 
Mstep: Class 3 contains 7677 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44658 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45875 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45512 members 
Mstep: Class 13 contains 2257 members 
Mstep: Class 14 contains 53021 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44806 members 
Mstep: Class 18 contains 45981 members 
Mstep: Class 19 contains 24920 members 
Mstep: Class 20 contains 46817 members 
Mstep: Class 21 contains 48808 members 
Mstep: Class 22 contains 48478 members 
Mstep: Class 23 contains 49775 members 
Mstep: Class 24 contains 1569 members 
Entering Unmasked Estep 
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Iteration 345Q: 24 clusters Score -1.11201e+08 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51758 members 
Mstep: Class 2 contains 50864 members 
Mstep: Class 3 contains 7703 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44648 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45858 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45533 members 
Mstep: Class 13 contains 2255 members 
Mstep: Class 14 contains 53022 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44819 members 
Mstep: Class 18 contains 45983 members 
Mstep: Class 19 contains 24927 members 
Mstep: Class 20 contains 46828 members 
Mstep: Class 21 contains 48817 members 
Mstep: Class 22 contains 48466 members 
Mstep: Class 23 contains 49764 members 
Mstep: Class 24 contains 1565 members 
Entering Unmasked Estep 
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Iteration 346Q: 24 clusters Score -1.112008e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51737 members 
Mstep: Class 2 contains 50854 members 
Mstep: Class 3 contains 7722 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44658 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45849 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45559 members 
Mstep: Class 13 contains 2254 members 
Mstep: Class 14 contains 53006 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44823 members 
Mstep: Class 18 contains 45975 members 
Mstep: Class 19 contains 24927 members 
Mstep: Class 20 contains 46828 members 
Mstep: Class 21 contains 48811 members 
Mstep: Class 22 contains 48465 members 
Mstep: Class 23 contains 49783 members 
Mstep: Class 24 contains 1561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111200760.000000 Penalty: 76057.484375
Iteration 347Q: 24 clusters Score -1.112008e+08 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51702 members 
Mstep: Class 2 contains 50850 members 
Mstep: Class 3 contains 7738 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44657 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45840 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45576 members 
Mstep: Class 13 contains 2252 members 
Mstep: Class 14 contains 53014 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44822 members 
Mstep: Class 18 contains 45972 members 
Mstep: Class 19 contains 24943 members 
Mstep: Class 20 contains 46861 members 
Mstep: Class 21 contains 48809 members 
Mstep: Class 22 contains 48470 members 
Mstep: Class 23 contains 49748 members 
Mstep: Class 24 contains 1558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111200808.000000 Penalty: 76057.484375
Iteration 348Q: 24 clusters Score -1.112008e+08 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51683 members 
Mstep: Class 2 contains 50829 members 
Mstep: Class 3 contains 7762 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44659 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45838 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45585 members 
Mstep: Class 13 contains 2251 members 
Mstep: Class 14 contains 53027 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44814 members 
Mstep: Class 18 contains 45957 members 
Mstep: Class 19 contains 24948 members 
Mstep: Class 20 contains 46886 members 
Mstep: Class 21 contains 48803 members 
Mstep: Class 22 contains 48464 members 
Mstep: Class 23 contains 49748 members 
Mstep: Class 24 contains 1558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111200920.000000 Penalty: 76057.484375
Iteration 349Q: 24 clusters Score -1.112009e+08 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51673 members 
Mstep: Class 2 contains 50826 members 
Mstep: Class 3 contains 7787 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44652 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45833 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45597 members 
Mstep: Class 13 contains 2250 members 
Mstep: Class 14 contains 53023 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44805 members 
Mstep: Class 18 contains 45948 members 
Mstep: Class 19 contains 24945 members 
Mstep: Class 20 contains 46902 members 
Mstep: Class 21 contains 48806 members 
Mstep: Class 22 contains 48464 members 
Mstep: Class 23 contains 49744 members 
Mstep: Class 24 contains 1557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111200872.000000 Penalty: 76057.484375
Iteration 350Q: 24 clusters Score -1.112009e+08 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51666 members 
Mstep: Class 2 contains 50810 members 
Mstep: Class 3 contains 7810 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44662 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45835 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45638 members 
Mstep: Class 13 contains 2250 members 
Mstep: Class 14 contains 53003 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44816 members 
Mstep: Class 18 contains 45917 members 
Mstep: Class 19 contains 24947 members 
Mstep: Class 20 contains 46938 members 
Mstep: Class 21 contains 48809 members 
Mstep: Class 22 contains 48421 members 
Mstep: Class 23 contains 49732 members 
Mstep: Class 24 contains 1558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111200992.000000 Penalty: 76057.484375
Iteration 351Q: 24 clusters Score -1.11201e+08 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51681 members 
Mstep: Class 2 contains 50818 members 
Mstep: Class 3 contains 7843 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44669 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45836 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45635 members 
Mstep: Class 13 contains 2249 members 
Mstep: Class 14 contains 53011 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44814 members 
Mstep: Class 18 contains 45898 members 
Mstep: Class 19 contains 24938 members 
Mstep: Class 20 contains 46946 members 
Mstep: Class 21 contains 48806 members 
Mstep: Class 22 contains 48413 members 
Mstep: Class 23 contains 49701 members 
Mstep: Class 24 contains 1555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201144.000000 Penalty: 76057.484375
Iteration 352Q: 24 clusters Score -1.112011e+08 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51695 members 
Mstep: Class 2 contains 50807 members 
Mstep: Class 3 contains 7878 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44662 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45820 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45652 members 
Mstep: Class 13 contains 2249 members 
Mstep: Class 14 contains 53021 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44814 members 
Mstep: Class 18 contains 45881 members 
Mstep: Class 19 contains 24932 members 
Mstep: Class 20 contains 46956 members 
Mstep: Class 21 contains 48807 members 
Mstep: Class 22 contains 48397 members 
Mstep: Class 23 contains 49684 members 
Mstep: Class 24 contains 1557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201208.000000 Penalty: 76057.484375
Iteration 353Q: 24 clusters Score -1.112012e+08 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51697 members 
Mstep: Class 2 contains 50809 members 
Mstep: Class 3 contains 7917 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44662 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45795 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45658 members 
Mstep: Class 13 contains 2249 members 
Mstep: Class 14 contains 53025 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44806 members 
Mstep: Class 18 contains 45892 members 
Mstep: Class 19 contains 24925 members 
Mstep: Class 20 contains 46973 members 
Mstep: Class 21 contains 48810 members 
Mstep: Class 22 contains 48396 members 
Mstep: Class 23 contains 49641 members 
Mstep: Class 24 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201280.000000 Penalty: 76057.484375
Iteration 354Q: 24 clusters Score -1.112013e+08 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 50807 members 
Mstep: Class 3 contains 7952 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44653 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45787 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45679 members 
Mstep: Class 13 contains 2249 members 
Mstep: Class 14 contains 53024 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44798 members 
Mstep: Class 18 contains 45885 members 
Mstep: Class 19 contains 24927 members 
Mstep: Class 20 contains 46956 members 
Mstep: Class 21 contains 48816 members 
Mstep: Class 22 contains 48392 members 
Mstep: Class 23 contains 49652 members 
Mstep: Class 24 contains 1557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201456.000000 Penalty: 76057.484375
Iteration 355Q: 24 clusters Score -1.112015e+08 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51680 members 
Mstep: Class 2 contains 50818 members 
Mstep: Class 3 contains 7977 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44656 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45772 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45674 members 
Mstep: Class 13 contains 2249 members 
Mstep: Class 14 contains 53042 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44805 members 
Mstep: Class 18 contains 45870 members 
Mstep: Class 19 contains 24919 members 
Mstep: Class 20 contains 46922 members 
Mstep: Class 21 contains 48818 members 
Mstep: Class 22 contains 48385 members 
Mstep: Class 23 contains 49663 members 
Mstep: Class 24 contains 1557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201472.000000 Penalty: 76057.484375
Iteration 356Q: 24 clusters Score -1.112015e+08 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51687 members 
Mstep: Class 2 contains 50791 members 
Mstep: Class 3 contains 8020 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44678 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45773 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45676 members 
Mstep: Class 13 contains 2249 members 
Mstep: Class 14 contains 53060 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44806 members 
Mstep: Class 18 contains 45879 members 
Mstep: Class 19 contains 24914 members 
Mstep: Class 20 contains 46884 members 
Mstep: Class 21 contains 48826 members 
Mstep: Class 22 contains 48353 members 
Mstep: Class 23 contains 49655 members 
Mstep: Class 24 contains 1556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201344.000000 Penalty: 76057.484375
Iteration 357Q: 24 clusters Score -1.112013e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51673 members 
Mstep: Class 2 contains 50779 members 
Mstep: Class 3 contains 8073 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44690 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45771 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45681 members 
Mstep: Class 13 contains 2249 members 
Mstep: Class 14 contains 53075 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44807 members 
Mstep: Class 18 contains 45889 members 
Mstep: Class 19 contains 24909 members 
Mstep: Class 20 contains 46854 members 
Mstep: Class 21 contains 48842 members 
Mstep: Class 22 contains 48320 members 
Mstep: Class 23 contains 49641 members 
Mstep: Class 24 contains 1554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201176.000000 Penalty: 76057.484375
Iteration 358Q: 24 clusters Score -1.112012e+08 nChanged 886
Entering ConstructFrom: 
Score: -111201176.000000 Penalty: 76057.484375
Entering ConstructFrom: 
Trying to split cluster 1 (51670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51670 members 
Entering Unmasked Estep 
Score: -9537682.000000 Penalty: 2691.452881
	Iteration 0F: 2 clusters Score -9537682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -9507318.000000 Penalty: 5382.905762
	Iteration 0F: 3 clusters Score -9507318 nChanged 23853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24195 members 
Mstep: Class 2 contains 27475 members 
Entering Unmasked Estep 
Score: -9520391.000000 Penalty: 5382.905762
	Iteration 1F: 3 clusters Score -9520391 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -9521058.000000 Penalty: 5382.905762
	Iteration 2Q: 3 clusters Score -9521058 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 29818 members 
Entering Unmasked Estep 
Score: -9521746.000000 Penalty: 5382.905762
	Iteration 3Q: 3 clusters Score -9521746 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -9522779.000000 Penalty: 5382.905762
	Iteration 4Q: 3 clusters Score -9522779 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 34545 members 
Entering Unmasked Estep 
Score: -9524418.000000 Penalty: 5382.905762
	Iteration 5F: 3 clusters Score -9524418 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -9527057.000000 Penalty: 5382.905762
	Iteration 6F: 3 clusters Score -9527057 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 42441 members 
Entering Unmasked Estep 
Score: -9530445.000000 Penalty: 5382.905762
	Iteration 7F: 3 clusters Score -9530445 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 46320 members 
Entering Unmasked Estep 
Score: -9532966.000000 Penalty: 5382.905762
	Iteration 8F: 3 clusters Score -9532966 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 49054 members 
Entering Unmasked Estep 
Score: -9534267.000000 Penalty: 5382.905762
	Iteration 9F: 3 clusters Score -9534267 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 50394 members 
Entering Unmasked Estep 
Score: -9534860.000000 Penalty: 5382.905762
	Iteration 10Q: 3 clusters Score -9534860 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 50939 members 
Entering Unmasked Estep 
Score: -9535122.000000 Penalty: 5382.905762
	Iteration 11Q: 3 clusters Score -9535122 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 51151 members 
Entering Unmasked Estep 
Score: -9535190.000000 Penalty: 5382.905762
	Iteration 12Q: 3 clusters Score -9535190 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 51251 members 
Entering Unmasked Estep 
Score: -9535262.000000 Penalty: 5382.905762
	Iteration 13Q: 3 clusters Score -9535262 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 51294 members 
Entering Unmasked Estep 
Score: -9535295.000000 Penalty: 5382.905762
	Iteration 14Q: 3 clusters Score -9535295 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 51320 members 
Entering Unmasked Estep 
Score: -9535339.000000 Penalty: 5382.905762
	Iteration 15Q: 3 clusters Score -9535339 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 51336 members 
Entering Unmasked Estep 
Score: -9535360.000000 Penalty: 5382.905762
	Iteration 16Q: 3 clusters Score -9535360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 51348 members 
Entering Unmasked Estep 
Score: -9535372.000000 Penalty: 5382.905762
	Iteration 17Q: 3 clusters Score -9535372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 51348 members 
Entering Unmasked Estep 
Score: -9535379.000000 Penalty: 5382.905762
	Iteration 18Q: 3 clusters Score -9535379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 51355 members 
Entering Unmasked Estep 
Score: -9535392.000000 Penalty: 5382.905762
	Iteration 19Q: 3 clusters Score -9535392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 51355 members 
Entering Unmasked Estep 
Score: -9535394.000000 Penalty: 5382.905762
	Iteration 20F: 3 clusters Score -9535394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 51358 members 
Entering Unmasked Estep 
Score: -9535397.000000 Penalty: 5382.905762
	Iteration 21Q: 3 clusters Score -9535397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 51360 members 
Entering Unmasked Estep 
Score: -9535408.000000 Penalty: 5382.905762
	Iteration 22Q: 3 clusters Score -9535408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 51363 members 
Entering Unmasked Estep 
Score: -9535407.000000 Penalty: 5382.905762
	Iteration 23Q: 3 clusters Score -9535407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 51365 members 
Entering Unmasked Estep 
Score: -9535413.000000 Penalty: 5382.905762
	Iteration 24Q: 3 clusters Score -9535413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 51365 members 
Entering Unmasked Estep 
Score: -9535411.000000 Penalty: 5382.905762
	Iteration 25Q: 3 clusters Score -9535411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 51368 members 
Entering Unmasked Estep 
Score: -9535408.000000 Penalty: 5382.905762
	Iteration 26Q: 3 clusters Score -9535408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 51371 members 
Entering Unmasked Estep 
Score: -9535412.000000 Penalty: 5382.905762
	Iteration 27Q: 3 clusters Score -9535412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 51374 members 
Entering Unmasked Estep 
Score: -9535425.000000 Penalty: 5382.905762
	Iteration 28Q: 3 clusters Score -9535425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 51373 members 
Entering Unmasked Estep 
Score: -9535423.000000 Penalty: 5382.905762
	Iteration 29Q: 3 clusters Score -9535423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 51373 members 
Entering Unmasked Estep 
Score: -9535423.000000 Penalty: 5382.905762
	Iteration 30F: 3 clusters Score -9535423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (50759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50759 members 
Entering Unmasked Estep 
Score: -9290555.000000 Penalty: 2687.041504
	Iteration 0F: 2 clusters Score -9290555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -9259155.000000 Penalty: 5374.083008
	Iteration 0F: 3 clusters Score -9259155 nChanged 23436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -9272178.000000 Penalty: 5374.083008
	Iteration 1F: 3 clusters Score -9272178 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25936 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -9272557.000000 Penalty: 5374.083008
	Iteration 2Q: 3 clusters Score -9272557 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26312 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -9272961.000000 Penalty: 5374.083008
	Iteration 3Q: 3 clusters Score -9272961 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -9273319.000000 Penalty: 5374.083008
	Iteration 4Q: 3 clusters Score -9273319 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -9273772.000000 Penalty: 5374.083008
	Iteration 5Q: 3 clusters Score -9273772 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -9274351.000000 Penalty: 5374.083008
	Iteration 6Q: 3 clusters Score -9274351 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -9274966.000000 Penalty: 5374.083008
	Iteration 7Q: 3 clusters Score -9274966 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -9275794.000000 Penalty: 5374.083008
	Iteration 8Q: 3 clusters Score -9275794 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -9277135.000000 Penalty: 5374.083008
	Iteration 9Q: 3 clusters Score -9277135 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -9278959.000000 Penalty: 5374.083008
	Iteration 10F: 3 clusters Score -9278959 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39232 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -9281262.000000 Penalty: 5374.083008
	Iteration 11F: 3 clusters Score -9281262 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42356 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -9283666.000000 Penalty: 5374.083008
	Iteration 12F: 3 clusters Score -9283666 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45015 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -9285485.000000 Penalty: 5374.083008
	Iteration 13F: 3 clusters Score -9285485 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47035 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -9286525.000000 Penalty: 5374.083008
	Iteration 14Q: 3 clusters Score -9286525 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48348 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -9287143.000000 Penalty: 5374.083008
	Iteration 15Q: 3 clusters Score -9287143 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49180 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -9287579.000000 Penalty: 5374.083008
	Iteration 16Q: 3 clusters Score -9287579 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49654 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -9287839.000000 Penalty: 5374.083008
	Iteration 17Q: 3 clusters Score -9287839 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49925 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -9288042.000000 Penalty: 5374.083008
	Iteration 18Q: 3 clusters Score -9288042 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50076 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -9288158.000000 Penalty: 5374.083008
	Iteration 19Q: 3 clusters Score -9288158 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50174 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -9288242.000000 Penalty: 5374.083008
	Iteration 20F: 3 clusters Score -9288242 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50233 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -9288253.000000 Penalty: 5374.083008
	Iteration 21Q: 3 clusters Score -9288253 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50270 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -9288271.000000 Penalty: 5374.083008
	Iteration 22Q: 3 clusters Score -9288271 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50289 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -9288279.000000 Penalty: 5374.083008
	Iteration 23Q: 3 clusters Score -9288279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50298 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -9288278.000000 Penalty: 5374.083008
	Iteration 24Q: 3 clusters Score -9288278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50311 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -9288293.000000 Penalty: 5374.083008
	Iteration 25Q: 3 clusters Score -9288293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50318 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -9288300.000000 Penalty: 5374.083008
	Iteration 26Q: 3 clusters Score -9288300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50324 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -9288299.000000 Penalty: 5374.083008
	Iteration 27Q: 3 clusters Score -9288299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50328 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9288311.000000 Penalty: 5374.083008
	Iteration 28Q: 3 clusters Score -9288311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50332 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -9288308.000000 Penalty: 5374.083008
	Iteration 29Q: 3 clusters Score -9288308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50336 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -9288310.000000 Penalty: 5374.083008
	Iteration 30Q: 3 clusters Score -9288310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50338 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9288310.000000 Penalty: 5374.083008
	Iteration 31Q: 3 clusters Score -9288310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50338 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9288316.000000 Penalty: 5374.083008
	Iteration 32Q: 3 clusters Score -9288316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50339 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9288317.000000 Penalty: 5374.083008
	Iteration 33Q: 3 clusters Score -9288317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50340 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9288318.000000 Penalty: 5374.083008
	Iteration 34Q: 3 clusters Score -9288318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50341 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9288315.000000 Penalty: 5374.083008
	Iteration 35Q: 3 clusters Score -9288315 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50341 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -9288315.000000 Penalty: 5374.083008
	Iteration 36F: 3 clusters Score -9288315 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (8117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Entering Unmasked Estep 
Score: -1481781.375000 Penalty: 2232.425537
	Iteration 0F: 2 clusters Score -1481781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1475240.250000 Penalty: 4464.851074
	Iteration 0F: 3 clusters Score -1475240 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1476938.250000 Penalty: 4464.851074
	Iteration 1F: 3 clusters Score -1476938 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1477279.375000 Penalty: 4464.851074
	Iteration 2F: 3 clusters Score -1477279 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1477567.125000 Penalty: 4464.851074
	Iteration 3F: 3 clusters Score -1477567 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1477872.875000 Penalty: 4464.851074
	Iteration 4F: 3 clusters Score -1477873 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -1478234.625000 Penalty: 4464.851074
	Iteration 5F: 3 clusters Score -1478235 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1478605.375000 Penalty: 4464.851074
	Iteration 6F: 3 clusters Score -1478605 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1478953.250000 Penalty: 4464.851074
	Iteration 7F: 3 clusters Score -1478953 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1479288.125000 Penalty: 4464.851074
	Iteration 8F: 3 clusters Score -1479288 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1479583.625000 Penalty: 4464.851074
	Iteration 9Q: 3 clusters Score -1479584 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1479794.125000 Penalty: 4464.851074
	Iteration 10Q: 3 clusters Score -1479794 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1479964.125000 Penalty: 4464.851074
	Iteration 11Q: 3 clusters Score -1479964 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1480125.875000 Penalty: 4464.851074
	Iteration 12Q: 3 clusters Score -1480126 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1480215.250000 Penalty: 4464.851074
	Iteration 13Q: 3 clusters Score -1480215 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1480260.125000 Penalty: 4464.851074
	Iteration 14Q: 3 clusters Score -1480260 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1480272.125000 Penalty: 4464.851074
	Iteration 15Q: 3 clusters Score -1480272 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1480282.875000 Penalty: 4464.851074
	Iteration 16Q: 3 clusters Score -1480283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1480296.500000 Penalty: 4464.851074
	Iteration 17Q: 3 clusters Score -1480296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1480313.250000 Penalty: 4464.851074
	Iteration 18Q: 3 clusters Score -1480313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1480318.000000 Penalty: 4464.851074
	Iteration 19Q: 3 clusters Score -1480318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1480317.625000 Penalty: 4464.851074
	Iteration 20F: 3 clusters Score -1480318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1480320.625000 Penalty: 4464.851074
	Iteration 21Q: 3 clusters Score -1480321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1480320.625000 Penalty: 4464.851074
	Iteration 22F: 3 clusters Score -1480321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -31515.798828 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -31515.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -30277.728516 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -30277.73 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -30473.738281 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -30473.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -30539.894531 Penalty: 2965.527344
	Iteration 2F: 3 clusters Score -30539.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -30572.251953 Penalty: 2965.527344
	Iteration 3Q: 3 clusters Score -30572.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -30574.986328 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -30574.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -30576.599609 Penalty: 2965.527344
	Iteration 5Q: 3 clusters Score -30576.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -30576.599609 Penalty: 2965.527344
	Iteration 6F: 3 clusters Score -30576.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Entering Unmasked Estep 
Score: -8190835.000000 Penalty: 2655.500000
	Iteration 0F: 2 clusters Score -8190835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -8162004.500000 Penalty: 5311.000000
	Iteration 0F: 3 clusters Score -8162004 nChanged 20587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -8173529.000000 Penalty: 5311.000000
	Iteration 1F: 3 clusters Score -8173529 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -8174173.000000 Penalty: 5311.000000
	Iteration 2Q: 3 clusters Score -8174173 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -8174938.500000 Penalty: 5311.000000
	Iteration 3Q: 3 clusters Score -8174938 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -8176033.000000 Penalty: 5311.000000
	Iteration 4Q: 3 clusters Score -8176033 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -8177452.500000 Penalty: 5311.000000
	Iteration 5F: 3 clusters Score -8177452 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28822 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -8179442.000000 Penalty: 5311.000000
	Iteration 6F: 3 clusters Score -8179442 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -8182057.500000 Penalty: 5311.000000
	Iteration 7F: 3 clusters Score -8182058 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33422 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -8184899.000000 Penalty: 5311.000000
	Iteration 8F: 3 clusters Score -8184899 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -8186921.000000 Penalty: 5311.000000
	Iteration 9Q: 3 clusters Score -8186921 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -8187884.000000 Penalty: 5311.000000
	Iteration 10Q: 3 clusters Score -8187884 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36479 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -8188265.000000 Penalty: 5311.000000
	Iteration 11Q: 3 clusters Score -8188265 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -8188473.500000 Penalty: 5311.000000
	Iteration 12Q: 3 clusters Score -8188474 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -8188610.000000 Penalty: 5311.000000
	Iteration 13Q: 3 clusters Score -8188610 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -8188745.000000 Penalty: 5311.000000
	Iteration 14Q: 3 clusters Score -8188745 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38241 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -8188830.500000 Penalty: 5311.000000
	Iteration 15Q: 3 clusters Score -8188830 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -8188906.000000 Penalty: 5311.000000
	Iteration 16Q: 3 clusters Score -8188906 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38890 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -8188970.500000 Penalty: 5311.000000
	Iteration 17Q: 3 clusters Score -8188970 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -8188974.500000 Penalty: 5311.000000
	Iteration 18Q: 3 clusters Score -8188974 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -8189016.000000 Penalty: 5311.000000
	Iteration 19Q: 3 clusters Score -8189016 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -8189082.500000 Penalty: 5311.000000
	Iteration 20F: 3 clusters Score -8189082 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -8189121.000000 Penalty: 5311.000000
	Iteration 21Q: 3 clusters Score -8189121 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -8189168.000000 Penalty: 5311.000000
	Iteration 22Q: 3 clusters Score -8189168 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -8189212.500000 Penalty: 5311.000000
	Iteration 23Q: 3 clusters Score -8189212 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -8189247.000000 Penalty: 5311.000000
	Iteration 24Q: 3 clusters Score -8189247 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -8189244.000000 Penalty: 5311.000000
	Iteration 25Q: 3 clusters Score -8189244 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -8189264.500000 Penalty: 5311.000000
	Iteration 26Q: 3 clusters Score -8189264 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -8189283.000000 Penalty: 5311.000000
	Iteration 27Q: 3 clusters Score -8189283 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41271 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -8189300.500000 Penalty: 5311.000000
	Iteration 28Q: 3 clusters Score -8189300 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -8189302.500000 Penalty: 5311.000000
	Iteration 29Q: 3 clusters Score -8189302 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -8189324.000000 Penalty: 5311.000000
	Iteration 30Q: 3 clusters Score -8189324 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -8189304.000000 Penalty: 5311.000000
	Iteration 31Q: 3 clusters Score -8189304 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -8189316.500000 Penalty: 5311.000000
	Iteration 32Q: 3 clusters Score -8189316 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -8189328.500000 Penalty: 5311.000000
	Iteration 33Q: 3 clusters Score -8189328 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -8189343.000000 Penalty: 5311.000000
	Iteration 34Q: 3 clusters Score -8189343 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -8189355.500000 Penalty: 5311.000000
	Iteration 35Q: 3 clusters Score -8189356 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -8189362.500000 Penalty: 5311.000000
	Iteration 36Q: 3 clusters Score -8189362 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -8189350.000000 Penalty: 5311.000000
	Iteration 37Q: 3 clusters Score -8189350 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42689 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -8189327.500000 Penalty: 5311.000000
	Iteration 38Q: 3 clusters Score -8189328 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42770 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -8189346.000000 Penalty: 5311.000000
	Iteration 39Q: 3 clusters Score -8189346 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42843 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -8189337.500000 Penalty: 5311.000000
	Iteration 40F: 3 clusters Score -8189338 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -8189353.000000 Penalty: 5311.000000
	Iteration 41Q: 3 clusters Score -8189353 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -8189335.500000 Penalty: 5311.000000
	Iteration 42Q: 3 clusters Score -8189336 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -8189344.500000 Penalty: 5311.000000
	Iteration 43Q: 3 clusters Score -8189344 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -8189350.500000 Penalty: 5311.000000
	Iteration 44Q: 3 clusters Score -8189350 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43147 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -8189338.500000 Penalty: 5311.000000
	Iteration 45Q: 3 clusters Score -8189338 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43202 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -8189312.500000 Penalty: 5311.000000
	Iteration 46Q: 3 clusters Score -8189312 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -8189306.000000 Penalty: 5311.000000
	Iteration 47Q: 3 clusters Score -8189306 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -8189302.500000 Penalty: 5311.000000
	Iteration 48Q: 3 clusters Score -8189302 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -8189314.000000 Penalty: 5311.000000
	Iteration 49Q: 3 clusters Score -8189314 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -8189299.500000 Penalty: 5311.000000
	Iteration 50Q: 3 clusters Score -8189300 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43401 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -8189291.500000 Penalty: 5311.000000
	Iteration 51Q: 3 clusters Score -8189292 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -8189282.000000 Penalty: 5311.000000
	Iteration 52Q: 3 clusters Score -8189282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -8189269.000000 Penalty: 5311.000000
	Iteration 53Q: 3 clusters Score -8189269 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43483 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -8189269.000000 Penalty: 5311.000000
	Iteration 54Q: 3 clusters Score -8189269 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43506 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -8189256.000000 Penalty: 5311.000000
	Iteration 55Q: 3 clusters Score -8189256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -8189268.500000 Penalty: 5311.000000
	Iteration 56Q: 3 clusters Score -8189268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -8189267.500000 Penalty: 5311.000000
	Iteration 57Q: 3 clusters Score -8189268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43567 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -8189273.000000 Penalty: 5311.000000
	Iteration 58Q: 3 clusters Score -8189273 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43580 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -8189275.500000 Penalty: 5311.000000
	Iteration 59Q: 3 clusters Score -8189276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43594 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -8189270.000000 Penalty: 5311.000000
	Iteration 60F: 3 clusters Score -8189270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -8189274.500000 Penalty: 5311.000000
	Iteration 61Q: 3 clusters Score -8189274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -8189269.000000 Penalty: 5311.000000
	Iteration 62Q: 3 clusters Score -8189269 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43608 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8189268.000000 Penalty: 5311.000000
	Iteration 63Q: 3 clusters Score -8189268 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43610 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -8189267.000000 Penalty: 5311.000000
	Iteration 64Q: 3 clusters Score -8189267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43612 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -8189272.500000 Penalty: 5311.000000
	Iteration 65Q: 3 clusters Score -8189272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43612 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -8189272.500000 Penalty: 5311.000000
	Iteration 66F: 3 clusters Score -8189272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Entering Unmasked Estep 
Score: -117868.937500 Penalty: 1682.545410
	Iteration 0F: 2 clusters Score -117868.9 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 471 members 
Entering Unmasked Estep 
Score: -116108.601562 Penalty: 3365.090820
	Iteration 0F: 3 clusters Score -116108.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -116627.734375 Penalty: 3365.090820
	Iteration 1F: 3 clusters Score -116627.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -116984.859375 Penalty: 3365.090820
	Iteration 2F: 3 clusters Score -116984.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -117361.078125 Penalty: 3365.090820
	Iteration 3F: 3 clusters Score -117361.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -117575.726562 Penalty: 3365.090820
	Iteration 4F: 3 clusters Score -117575.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -117725.812500 Penalty: 3365.090820
	Iteration 5Q: 3 clusters Score -117725.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -117831.585938 Penalty: 3365.090820
	Iteration 6Q: 3 clusters Score -117831.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -117976.179688 Penalty: 3365.090820
	Iteration 7Q: 3 clusters Score -117976.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -118094.468750 Penalty: 3365.090820
	Iteration 8Q: 3 clusters Score -118094.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -118218.460938 Penalty: 3365.090820
	Iteration 9Q: 3 clusters Score -118218.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -118340.625000 Penalty: 3365.090820
	Iteration 10Q: 3 clusters Score -118340.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -118395.671875 Penalty: 3365.090820
	Iteration 11Q: 3 clusters Score -118395.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -118418.500000 Penalty: 3365.090820
	Iteration 12Q: 3 clusters Score -118418.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -118437.281250 Penalty: 3365.090820
	Iteration 13Q: 3 clusters Score -118437.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -118450.265625 Penalty: 3365.090820
	Iteration 14Q: 3 clusters Score -118450.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -118458.601562 Penalty: 3365.090820
	Iteration 15Q: 3 clusters Score -118458.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -118468.687500 Penalty: 3365.090820
	Iteration 16Q: 3 clusters Score -118468.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -118475.539062 Penalty: 3365.090820
	Iteration 17Q: 3 clusters Score -118475.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -118476.148438 Penalty: 3365.090820
	Iteration 18Q: 3 clusters Score -118476.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -118481.695312 Penalty: 3365.090820
	Iteration 19F: 3 clusters Score -118481.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -118499.625000 Penalty: 3365.090820
	Iteration 20F: 3 clusters Score -118499.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -118504.031250 Penalty: 3365.090820
	Iteration 21Q: 3 clusters Score -118504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -118504.031250 Penalty: 3365.090820
	Iteration 22F: 3 clusters Score -118504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51670 members 
Mstep: Class 2 contains 50759 members 
Mstep: Class 3 contains 8117 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44697 members 
Mstep: Class 6 contains 473 members 
Mstep: Class 7 contains 45757 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 411 members 
Mstep: Class 12 contains 45688 members 
Mstep: Class 13 contains 2249 members 
Mstep: Class 14 contains 53069 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44829 members 
Mstep: Class 18 contains 45906 members 
Mstep: Class 19 contains 24902 members 
Mstep: Class 20 contains 46835 members 
Mstep: Class 21 contains 48853 members 
Mstep: Class 22 contains 48302 members 
Mstep: Class 23 contains 49622 members 
Mstep: Class 24 contains 1552 members 
Entering Unmasked Estep 
Score: -111200216.000000 Penalty: 79364.328125
Splitting cluster 6 changes total score from -111201176.000000 to -111200216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (45757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45757 members 
Entering Unmasked Estep 
Score: -8368969.000000 Penalty: 2661.312744
	Iteration 0F: 2 clusters Score -8368969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -8339329.000000 Penalty: 5322.625488
	Iteration 0F: 3 clusters Score -8339329 nChanged 21036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -8350850.500000 Penalty: 5322.625488
	Iteration 1F: 3 clusters Score -8350850 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -8351367.500000 Penalty: 5322.625488
	Iteration 2Q: 3 clusters Score -8351368 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -8351903.500000 Penalty: 5322.625488
	Iteration 3Q: 3 clusters Score -8351904 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -8352617.500000 Penalty: 5322.625488
	Iteration 4Q: 3 clusters Score -8352618 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 27628 members 
Entering Unmasked Estep 
Score: -8353631.000000 Penalty: 5322.625488
	Iteration 5Q: 3 clusters Score -8353631 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -8355231.000000 Penalty: 5322.625488
	Iteration 6F: 3 clusters Score -8355231 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -8357626.500000 Penalty: 5322.625488
	Iteration 7F: 3 clusters Score -8357626 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -8360789.000000 Penalty: 5322.625488
	Iteration 8F: 3 clusters Score -8360789 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -8363772.000000 Penalty: 5322.625488
	Iteration 9F: 3 clusters Score -8363772 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 40376 members 
Entering Unmasked Estep 
Score: -8365933.500000 Penalty: 5322.625488
	Iteration 10Q: 3 clusters Score -8365934 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 41268 members 
Entering Unmasked Estep 
Score: -8367026.500000 Penalty: 5322.625488
	Iteration 11Q: 3 clusters Score -8367026 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 41703 members 
Entering Unmasked Estep 
Score: -8367476.000000 Penalty: 5322.625488
	Iteration 12Q: 3 clusters Score -8367476 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 41981 members 
Entering Unmasked Estep 
Score: -8367634.500000 Penalty: 5322.625488
	Iteration 13Q: 3 clusters Score -8367634 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 42196 members 
Entering Unmasked Estep 
Score: -8367683.500000 Penalty: 5322.625488
	Iteration 14Q: 3 clusters Score -8367684 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 42371 members 
Entering Unmasked Estep 
Score: -8367738.000000 Penalty: 5322.625488
	Iteration 15Q: 3 clusters Score -8367738 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -8367782.500000 Penalty: 5322.625488
	Iteration 16Q: 3 clusters Score -8367782 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -8367790.500000 Penalty: 5322.625488
	Iteration 17Q: 3 clusters Score -8367790 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -8367787.000000 Penalty: 5322.625488
	Iteration 18Q: 3 clusters Score -8367787 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 42802 members 
Entering Unmasked Estep 
Score: -8367781.500000 Penalty: 5322.625488
	Iteration 19Q: 3 clusters Score -8367782 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 42874 members 
Entering Unmasked Estep 
Score: -8367793.000000 Penalty: 5322.625488
	Iteration 20F: 3 clusters Score -8367793 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -8367772.500000 Penalty: 5322.625488
	Iteration 21Q: 3 clusters Score -8367772 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 42981 members 
Entering Unmasked Estep 
Score: -8367769.500000 Penalty: 5322.625488
	Iteration 22Q: 3 clusters Score -8367770 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 43023 members 
Entering Unmasked Estep 
Score: -8367759.500000 Penalty: 5322.625488
	Iteration 23Q: 3 clusters Score -8367760 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 43054 members 
Entering Unmasked Estep 
Score: -8367751.000000 Penalty: 5322.625488
	Iteration 24Q: 3 clusters Score -8367751 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
Score: -8367755.000000 Penalty: 5322.625488
	Iteration 25Q: 3 clusters Score -8367755 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -8367752.500000 Penalty: 5322.625488
	Iteration 26Q: 3 clusters Score -8367752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 43135 members 
Entering Unmasked Estep 
Score: -8367764.000000 Penalty: 5322.625488
	Iteration 27Q: 3 clusters Score -8367764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -8367769.000000 Penalty: 5322.625488
	Iteration 28Q: 3 clusters Score -8367769 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
Score: -8367765.500000 Penalty: 5322.625488
	Iteration 29Q: 3 clusters Score -8367766 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -8367767.000000 Penalty: 5322.625488
	Iteration 30Q: 3 clusters Score -8367767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 43191 members 
Entering Unmasked Estep 
Score: -8367763.500000 Penalty: 5322.625488
	Iteration 31Q: 3 clusters Score -8367764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 43198 members 
Entering Unmasked Estep 
Score: -8367764.500000 Penalty: 5322.625488
	Iteration 32Q: 3 clusters Score -8367764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -8367769.000000 Penalty: 5322.625488
	Iteration 33Q: 3 clusters Score -8367769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 43216 members 
Entering Unmasked Estep 
Score: -8367771.500000 Penalty: 5322.625488
	Iteration 34Q: 3 clusters Score -8367772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
Score: -8367756.000000 Penalty: 5322.625488
	Iteration 35Q: 3 clusters Score -8367756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 43236 members 
Entering Unmasked Estep 
Score: -8367771.000000 Penalty: 5322.625488
	Iteration 36Q: 3 clusters Score -8367771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -8367773.500000 Penalty: 5322.625488
	Iteration 37Q: 3 clusters Score -8367774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 43247 members 
Entering Unmasked Estep 
Score: -8367770.500000 Penalty: 5322.625488
	Iteration 38Q: 3 clusters Score -8367770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 43250 members 
Entering Unmasked Estep 
Score: -8367766.500000 Penalty: 5322.625488
	Iteration 39Q: 3 clusters Score -8367766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 43251 members 
Entering Unmasked Estep 
Score: -8367768.500000 Penalty: 5322.625488
	Iteration 40F: 3 clusters Score -8367768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -8367762.500000 Penalty: 5322.625488
	Iteration 41Q: 3 clusters Score -8367762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -8367762.500000 Penalty: 5322.625488
	Iteration 42F: 3 clusters Score -8367762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -67483.445312 Penalty: 1589.723389
	Iteration 0F: 2 clusters Score -67483.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -65968.179688 Penalty: 3179.446777
	Iteration 0F: 3 clusters Score -65968.18 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -66431.171875 Penalty: 3179.446777
	Iteration 1F: 3 clusters Score -66431.17 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -66619.710938 Penalty: 3179.446777
	Iteration 2F: 3 clusters Score -66619.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -66712.921875 Penalty: 3179.446777
	Iteration 3Q: 3 clusters Score -66712.92 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -66779.929688 Penalty: 3179.446777
	Iteration 4Q: 3 clusters Score -66779.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -66848.359375 Penalty: 3179.446777
	Iteration 5Q: 3 clusters Score -66848.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -66901.125000 Penalty: 3179.446777
	Iteration 6Q: 3 clusters Score -66901.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -66933.085938 Penalty: 3179.446777
	Iteration 7Q: 3 clusters Score -66933.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -66957.914062 Penalty: 3179.446777
	Iteration 8Q: 3 clusters Score -66957.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -66971.195312 Penalty: 3179.446777
	Iteration 9Q: 3 clusters Score -66971.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66972.250000 Penalty: 3179.446777
	Iteration 10Q: 3 clusters Score -66972.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -66972.250000 Penalty: 3179.446777
	Iteration 11F: 3 clusters Score -66972.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Entering Unmasked Estep 
Score: -153891.890625 Penalty: 1712.875244
	Iteration 0F: 2 clusters Score -153891.9 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 495 members 
Entering Unmasked Estep 
Score: -152013.062500 Penalty: 3425.750488
	Iteration 0F: 3 clusters Score -152013.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -152321.812500 Penalty: 3425.750488
	Iteration 1F: 3 clusters Score -152321.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -152462.625000 Penalty: 3425.750488
	Iteration 2F: 3 clusters Score -152462.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -152563.609375 Penalty: 3425.750488
	Iteration 3F: 3 clusters Score -152563.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -152608.078125 Penalty: 3425.750488
	Iteration 4Q: 3 clusters Score -152608.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -152633.640625 Penalty: 3425.750488
	Iteration 5Q: 3 clusters Score -152633.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -152669.093750 Penalty: 3425.750488
	Iteration 6Q: 3 clusters Score -152669.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -152706.828125 Penalty: 3425.750488
	Iteration 7Q: 3 clusters Score -152706.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -152749.734375 Penalty: 3425.750488
	Iteration 8Q: 3 clusters Score -152749.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -152778.875000 Penalty: 3425.750488
	Iteration 9Q: 3 clusters Score -152778.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -152812.000000 Penalty: 3425.750488
	Iteration 10Q: 3 clusters Score -152812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -152843.125000 Penalty: 3425.750488
	Iteration 11Q: 3 clusters Score -152843.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -152881.093750 Penalty: 3425.750488
	Iteration 12Q: 3 clusters Score -152881.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -152900.312500 Penalty: 3425.750488
	Iteration 13Q: 3 clusters Score -152900.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -152918.921875 Penalty: 3425.750488
	Iteration 14Q: 3 clusters Score -152918.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -152928.125000 Penalty: 3425.750488
	Iteration 15Q: 3 clusters Score -152928.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -152937.421875 Penalty: 3425.750488
	Iteration 16Q: 3 clusters Score -152937.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -152945.437500 Penalty: 3425.750488
	Iteration 17Q: 3 clusters Score -152945.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -152958.375000 Penalty: 3425.750488
	Iteration 18Q: 3 clusters Score -152958.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -152968.937500 Penalty: 3425.750488
	Iteration 19Q: 3 clusters Score -152968.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -152983.750000 Penalty: 3425.750488
	Iteration 20F: 3 clusters Score -152983.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -152992.734375 Penalty: 3425.750488
	Iteration 21Q: 3 clusters Score -152992.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -152997.375000 Penalty: 3425.750488
	Iteration 22Q: 3 clusters Score -152997.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -153001.828125 Penalty: 3425.750488
	Iteration 23Q: 3 clusters Score -153001.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -153007.343750 Penalty: 3425.750488
	Iteration 24Q: 3 clusters Score -153007.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -153009.812500 Penalty: 3425.750488
	Iteration 25Q: 3 clusters Score -153009.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -153017.531250 Penalty: 3425.750488
	Iteration 26Q: 3 clusters Score -153017.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -153021.687500 Penalty: 3425.750488
	Iteration 27Q: 3 clusters Score -153021.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -153023.765625 Penalty: 3425.750488
	Iteration 28Q: 3 clusters Score -153023.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -153026.515625 Penalty: 3425.750488
	Iteration 29Q: 3 clusters Score -153026.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -153028.265625 Penalty: 3425.750488
	Iteration 30Q: 3 clusters Score -153028.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -153028.265625 Penalty: 3425.750488
	Iteration 31F: 3 clusters Score -153028.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -94763.281250 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -94763.28 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 302 members 
Entering Unmasked Estep 
Score: -93192.460938 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -93192.46 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -93500.171875 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -93500.17 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -93623.367188 Penalty: 3165.380615
	Iteration 2F: 3 clusters Score -93623.37 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -93743.804688 Penalty: 3165.380615
	Iteration 3Q: 3 clusters Score -93743.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -93803.445312 Penalty: 3165.380615
	Iteration 4Q: 3 clusters Score -93803.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -93863.179688 Penalty: 3165.380615
	Iteration 5Q: 3 clusters Score -93863.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -93942.312500 Penalty: 3165.380615
	Iteration 6Q: 3 clusters Score -93942.31 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -94043.054688 Penalty: 3165.380615
	Iteration 7Q: 3 clusters Score -94043.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -94162.054688 Penalty: 3165.380615
	Iteration 8Q: 3 clusters Score -94162.05 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -94227.179688 Penalty: 3165.380615
	Iteration 9Q: 3 clusters Score -94227.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -94318.742188 Penalty: 3165.380615
	Iteration 10Q: 3 clusters Score -94318.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -94431.460938 Penalty: 3165.380615
	Iteration 11Q: 3 clusters Score -94431.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -94620.632812 Penalty: 3165.380615
	Iteration 12Q: 3 clusters Score -94620.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -94844.132812 Penalty: 3165.380615
	Iteration 13Q: 3 clusters Score -94844.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -95097.656250 Penalty: 3165.380615
	Iteration 14Q: 3 clusters Score -95097.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -95253.546875 Penalty: 3165.380615
	Iteration 15Q: 3 clusters Score -95253.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -95389.554688 Penalty: 3165.380615
	Iteration 16Q: 3 clusters Score -95389.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -95404.523438 Penalty: 3165.380615
	Iteration 17Q: 3 clusters Score -95404.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -95413.054688 Penalty: 3165.380615
	Iteration 18Q: 3 clusters Score -95413.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -95417.523438 Penalty: 3165.380615
	Iteration 19Q: 3 clusters Score -95417.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -95417.523438 Penalty: 3165.380615
	Iteration 20F: 3 clusters Score -95417.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51670 members 
Mstep: Class 2 contains 50759 members 
Mstep: Class 3 contains 8117 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44697 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45757 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 259 members 
Mstep: Class 11 contains 332 members 
Mstep: Class 12 contains 45688 members 
Mstep: Class 13 contains 2249 members 
Mstep: Class 14 contains 53069 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44829 members 
Mstep: Class 18 contains 45906 members 
Mstep: Class 19 contains 24902 members 
Mstep: Class 20 contains 46835 members 
Mstep: Class 21 contains 48853 members 
Mstep: Class 22 contains 48302 members 
Mstep: Class 23 contains 49622 members 
Mstep: Class 24 contains 1552 members 
Entering Unmasked Estep 
Score: -111200120.000000 Penalty: 79364.328125
Splitting cluster 10 changes total score from -111201176.000000 to -111200120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (45688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45688 members 
Entering Unmasked Estep 
Score: -8358889.000000 Penalty: 2660.938721
	Iteration 0F: 2 clusters Score -8358889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -8329367.000000 Penalty: 5321.877441
	Iteration 0F: 3 clusters Score -8329367 nChanged 21059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -8341285.000000 Penalty: 5321.877441
	Iteration 1F: 3 clusters Score -8341285 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -8342096.000000 Penalty: 5321.877441
	Iteration 2Q: 3 clusters Score -8342096 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -8343267.500000 Penalty: 5321.877441
	Iteration 3F: 3 clusters Score -8343268 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -8344920.000000 Penalty: 5321.877441
	Iteration 4F: 3 clusters Score -8344920 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -8347248.000000 Penalty: 5321.877441
	Iteration 5F: 3 clusters Score -8347248 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -8349935.500000 Penalty: 5321.877441
	Iteration 6F: 3 clusters Score -8349936 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -8352907.000000 Penalty: 5321.877441
	Iteration 7F: 3 clusters Score -8352907 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -8355334.000000 Penalty: 5321.877441
	Iteration 8F: 3 clusters Score -8355334 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 38762 members 
Entering Unmasked Estep 
Score: -8356739.500000 Penalty: 5321.877441
	Iteration 9Q: 3 clusters Score -8356740 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 39399 members 
Entering Unmasked Estep 
Score: -8357304.500000 Penalty: 5321.877441
	Iteration 10Q: 3 clusters Score -8357304 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -8357554.000000 Penalty: 5321.877441
	Iteration 11Q: 3 clusters Score -8357554 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -8357714.000000 Penalty: 5321.877441
	Iteration 12Q: 3 clusters Score -8357714 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -8357838.000000 Penalty: 5321.877441
	Iteration 13Q: 3 clusters Score -8357838 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -8357919.000000 Penalty: 5321.877441
	Iteration 14Q: 3 clusters Score -8357919 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 41125 members 
Entering Unmasked Estep 
Score: -8357977.000000 Penalty: 5321.877441
	Iteration 15Q: 3 clusters Score -8357977 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -8358043.000000 Penalty: 5321.877441
	Iteration 16Q: 3 clusters Score -8358043 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 41583 members 
Entering Unmasked Estep 
Score: -8358092.500000 Penalty: 5321.877441
	Iteration 17Q: 3 clusters Score -8358092 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -8358148.000000 Penalty: 5321.877441
	Iteration 18Q: 3 clusters Score -8358148 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -8358185.500000 Penalty: 5321.877441
	Iteration 19Q: 3 clusters Score -8358186 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -8358196.000000 Penalty: 5321.877441
	Iteration 20F: 3 clusters Score -8358196 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 42239 members 
Entering Unmasked Estep 
Score: -8358203.000000 Penalty: 5321.877441
	Iteration 21Q: 3 clusters Score -8358203 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 42363 members 
Entering Unmasked Estep 
Score: -8358213.500000 Penalty: 5321.877441
	Iteration 22Q: 3 clusters Score -8358214 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -8358230.000000 Penalty: 5321.877441
	Iteration 23Q: 3 clusters Score -8358230 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -8358240.500000 Penalty: 5321.877441
	Iteration 24Q: 3 clusters Score -8358240 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -8358248.500000 Penalty: 5321.877441
	Iteration 25Q: 3 clusters Score -8358248 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 42724 members 
Entering Unmasked Estep 
Score: -8358233.000000 Penalty: 5321.877441
	Iteration 26Q: 3 clusters Score -8358233 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 42785 members 
Entering Unmasked Estep 
Score: -8358239.000000 Penalty: 5321.877441
	Iteration 27Q: 3 clusters Score -8358239 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 42846 members 
Entering Unmasked Estep 
Score: -8358244.500000 Penalty: 5321.877441
	Iteration 28Q: 3 clusters Score -8358244 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -8358224.000000 Penalty: 5321.877441
	Iteration 29Q: 3 clusters Score -8358224 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -8358227.500000 Penalty: 5321.877441
	Iteration 30Q: 3 clusters Score -8358228 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -8358214.500000 Penalty: 5321.877441
	Iteration 31Q: 3 clusters Score -8358214 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 43010 members 
Entering Unmasked Estep 
Score: -8358209.500000 Penalty: 5321.877441
	Iteration 32Q: 3 clusters Score -8358210 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 43052 members 
Entering Unmasked Estep 
Score: -8358199.000000 Penalty: 5321.877441
	Iteration 33Q: 3 clusters Score -8358199 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 43088 members 
Entering Unmasked Estep 
Score: -8358180.000000 Penalty: 5321.877441
	Iteration 34Q: 3 clusters Score -8358180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 43114 members 
Entering Unmasked Estep 
Score: -8358167.000000 Penalty: 5321.877441
	Iteration 35Q: 3 clusters Score -8358167 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 43134 members 
Entering Unmasked Estep 
Score: -8358163.500000 Penalty: 5321.877441
	Iteration 36Q: 3 clusters Score -8358164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 43157 members 
Entering Unmasked Estep 
Score: -8358178.000000 Penalty: 5321.877441
	Iteration 37Q: 3 clusters Score -8358178 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -8358171.500000 Penalty: 5321.877441
	Iteration 38Q: 3 clusters Score -8358172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 43197 members 
Entering Unmasked Estep 
Score: -8358164.500000 Penalty: 5321.877441
	Iteration 39Q: 3 clusters Score -8358164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -8358151.500000 Penalty: 5321.877441
	Iteration 40F: 3 clusters Score -8358152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -8358157.000000 Penalty: 5321.877441
	Iteration 41Q: 3 clusters Score -8358157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 43242 members 
Entering Unmasked Estep 
Score: -8358151.000000 Penalty: 5321.877441
	Iteration 42Q: 3 clusters Score -8358151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 43256 members 
Entering Unmasked Estep 
Score: -8358155.500000 Penalty: 5321.877441
	Iteration 43Q: 3 clusters Score -8358156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 43274 members 
Entering Unmasked Estep 
Score: -8358149.500000 Penalty: 5321.877441
	Iteration 44Q: 3 clusters Score -8358150 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 43292 members 
Entering Unmasked Estep 
Score: -8358149.500000 Penalty: 5321.877441
	Iteration 45Q: 3 clusters Score -8358150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -8358155.000000 Penalty: 5321.877441
	Iteration 46Q: 3 clusters Score -8358155 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 43331 members 
Entering Unmasked Estep 
Score: -8358159.500000 Penalty: 5321.877441
	Iteration 47Q: 3 clusters Score -8358160 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -8358157.500000 Penalty: 5321.877441
	Iteration 48Q: 3 clusters Score -8358158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 43382 members 
Entering Unmasked Estep 
Score: -8358152.500000 Penalty: 5321.877441
	Iteration 49Q: 3 clusters Score -8358152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -8358156.500000 Penalty: 5321.877441
	Iteration 50Q: 3 clusters Score -8358156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 43413 members 
Entering Unmasked Estep 
Score: -8358151.500000 Penalty: 5321.877441
	Iteration 51Q: 3 clusters Score -8358152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 43422 members 
Entering Unmasked Estep 
Score: -8358158.000000 Penalty: 5321.877441
	Iteration 52Q: 3 clusters Score -8358158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 43431 members 
Entering Unmasked Estep 
Score: -8358162.000000 Penalty: 5321.877441
	Iteration 53Q: 3 clusters Score -8358162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 43439 members 
Entering Unmasked Estep 
Score: -8358159.000000 Penalty: 5321.877441
	Iteration 54Q: 3 clusters Score -8358159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 43444 members 
Entering Unmasked Estep 
Score: -8358157.000000 Penalty: 5321.877441
	Iteration 55Q: 3 clusters Score -8358157 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 43449 members 
Entering Unmasked Estep 
Score: -8358167.500000 Penalty: 5321.877441
	Iteration 56Q: 3 clusters Score -8358168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 43457 members 
Entering Unmasked Estep 
Score: -8358160.500000 Penalty: 5321.877441
	Iteration 57Q: 3 clusters Score -8358160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -8358163.000000 Penalty: 5321.877441
	Iteration 58Q: 3 clusters Score -8358163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -8358160.500000 Penalty: 5321.877441
	Iteration 59Q: 3 clusters Score -8358160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -8358155.500000 Penalty: 5321.877441
	Iteration 60F: 3 clusters Score -8358156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -8358157.000000 Penalty: 5321.877441
	Iteration 61Q: 3 clusters Score -8358157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -8358157.000000 Penalty: 5321.877441
	Iteration 62Q: 3 clusters Score -8358157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 43484 members 
Entering Unmasked Estep 
Score: -8358157.500000 Penalty: 5321.877441
	Iteration 63Q: 3 clusters Score -8358158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 43485 members 
Entering Unmasked Estep 
Score: -8358160.500000 Penalty: 5321.877441
	Iteration 64Q: 3 clusters Score -8358160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
Score: -8358168.000000 Penalty: 5321.877441
	Iteration 65Q: 3 clusters Score -8358168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 43490 members 
Entering Unmasked Estep 
Score: -8358166.000000 Penalty: 5321.877441
	Iteration 66Q: 3 clusters Score -8358166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -8358170.500000 Penalty: 5321.877441
	Iteration 67Q: 3 clusters Score -8358170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -8358167.500000 Penalty: 5321.877441
	Iteration 68Q: 3 clusters Score -8358168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -8358165.000000 Penalty: 5321.877441
	Iteration 69Q: 3 clusters Score -8358165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -8358165.000000 Penalty: 5321.877441
	Iteration 70F: 3 clusters Score -8358165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Entering Unmasked Estep 
Score: -381772.062500 Penalty: 1914.123657
	Iteration 0F: 2 clusters Score -381772.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -378996.437500 Penalty: 3828.247314
	Iteration 0F: 3 clusters Score -378996.4 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -379532.187500 Penalty: 3828.247314
	Iteration 1F: 3 clusters Score -379532.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -379698.468750 Penalty: 3828.247314
	Iteration 2F: 3 clusters Score -379698.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -379819.500000 Penalty: 3828.247314
	Iteration 3F: 3 clusters Score -379819.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -379902.343750 Penalty: 3828.247314
	Iteration 4Q: 3 clusters Score -379902.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -379972.843750 Penalty: 3828.247314
	Iteration 5Q: 3 clusters Score -379972.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -380022.031250 Penalty: 3828.247314
	Iteration 6Q: 3 clusters Score -380022 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -380076.125000 Penalty: 3828.247314
	Iteration 7Q: 3 clusters Score -380076.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -380119.156250 Penalty: 3828.247314
	Iteration 8Q: 3 clusters Score -380119.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -380151.656250 Penalty: 3828.247314
	Iteration 9Q: 3 clusters Score -380151.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -380181.093750 Penalty: 3828.247314
	Iteration 10Q: 3 clusters Score -380181.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -380200.687500 Penalty: 3828.247314
	Iteration 11Q: 3 clusters Score -380200.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -380228.000000 Penalty: 3828.247314
	Iteration 12Q: 3 clusters Score -380228 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -380249.718750 Penalty: 3828.247314
	Iteration 13Q: 3 clusters Score -380249.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -380273.468750 Penalty: 3828.247314
	Iteration 14Q: 3 clusters Score -380273.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -380290.750000 Penalty: 3828.247314
	Iteration 15Q: 3 clusters Score -380290.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -380305.531250 Penalty: 3828.247314
	Iteration 16Q: 3 clusters Score -380305.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -380315.718750 Penalty: 3828.247314
	Iteration 17Q: 3 clusters Score -380315.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -380330.125000 Penalty: 3828.247314
	Iteration 18Q: 3 clusters Score -380330.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -380348.218750 Penalty: 3828.247314
	Iteration 19Q: 3 clusters Score -380348.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -380374.593750 Penalty: 3828.247314
	Iteration 20F: 3 clusters Score -380374.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -380399.812500 Penalty: 3828.247314
	Iteration 21Q: 3 clusters Score -380399.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -380425.500000 Penalty: 3828.247314
	Iteration 22Q: 3 clusters Score -380425.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -380455.375000 Penalty: 3828.247314
	Iteration 23Q: 3 clusters Score -380455.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -380477.375000 Penalty: 3828.247314
	Iteration 24Q: 3 clusters Score -380477.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -380509.156250 Penalty: 3828.247314
	Iteration 25Q: 3 clusters Score -380509.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -380548.906250 Penalty: 3828.247314
	Iteration 26Q: 3 clusters Score -380548.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -380583.593750 Penalty: 3828.247314
	Iteration 27Q: 3 clusters Score -380583.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -380613.718750 Penalty: 3828.247314
	Iteration 28Q: 3 clusters Score -380613.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -380628.000000 Penalty: 3828.247314
	Iteration 29Q: 3 clusters Score -380628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -380649.406250 Penalty: 3828.247314
	Iteration 30Q: 3 clusters Score -380649.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -380672.906250 Penalty: 3828.247314
	Iteration 31Q: 3 clusters Score -380672.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -380691.750000 Penalty: 3828.247314
	Iteration 32Q: 3 clusters Score -380691.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -380714.000000 Penalty: 3828.247314
	Iteration 33Q: 3 clusters Score -380714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -380724.281250 Penalty: 3828.247314
	Iteration 34Q: 3 clusters Score -380724.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -380735.250000 Penalty: 3828.247314
	Iteration 35Q: 3 clusters Score -380735.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -380745.281250 Penalty: 3828.247314
	Iteration 36Q: 3 clusters Score -380745.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -380752.625000 Penalty: 3828.247314
	Iteration 37Q: 3 clusters Score -380752.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -380756.500000 Penalty: 3828.247314
	Iteration 38Q: 3 clusters Score -380756.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -380761.000000 Penalty: 3828.247314
	Iteration 39Q: 3 clusters Score -380761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -380767.781250 Penalty: 3828.247314
	Iteration 40F: 3 clusters Score -380767.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -380775.843750 Penalty: 3828.247314
	Iteration 41Q: 3 clusters Score -380775.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -380784.312500 Penalty: 3828.247314
	Iteration 42Q: 3 clusters Score -380784.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -380788.500000 Penalty: 3828.247314
	Iteration 43Q: 3 clusters Score -380788.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -380792.406250 Penalty: 3828.247314
	Iteration 44Q: 3 clusters Score -380792.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -380795.218750 Penalty: 3828.247314
	Iteration 45Q: 3 clusters Score -380795.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -380800.531250 Penalty: 3828.247314
	Iteration 46Q: 3 clusters Score -380800.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -380804.406250 Penalty: 3828.247314
	Iteration 47Q: 3 clusters Score -380804.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -380807.812500 Penalty: 3828.247314
	Iteration 48Q: 3 clusters Score -380807.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -380813.562500 Penalty: 3828.247314
	Iteration 49Q: 3 clusters Score -380813.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -380821.062500 Penalty: 3828.247314
	Iteration 50Q: 3 clusters Score -380821.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -380827.000000 Penalty: 3828.247314
	Iteration 51Q: 3 clusters Score -380827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -380829.625000 Penalty: 3828.247314
	Iteration 52Q: 3 clusters Score -380829.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -380830.656250 Penalty: 3828.247314
	Iteration 53Q: 3 clusters Score -380830.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -380833.343750 Penalty: 3828.247314
	Iteration 54Q: 3 clusters Score -380833.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -380834.875000 Penalty: 3828.247314
	Iteration 55Q: 3 clusters Score -380834.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -380835.562500 Penalty: 3828.247314
	Iteration 56Q: 3 clusters Score -380835.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -380835.562500 Penalty: 3828.247314
	Iteration 57F: 3 clusters Score -380835.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (53069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53069 members 
Entering Unmasked Estep 
Score: -9612089.000000 Penalty: 2698.078369
	Iteration 0F: 2 clusters Score -9612089 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -9578693.000000 Penalty: 5396.156738
	Iteration 0F: 3 clusters Score -9578693 nChanged 24766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25379 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -9592406.000000 Penalty: 5396.156738
	Iteration 1F: 3 clusters Score -9592406 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -9592883.000000 Penalty: 5396.156738
	Iteration 2Q: 3 clusters Score -9592883 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 29236 members 
Entering Unmasked Estep 
Score: -9593346.000000 Penalty: 5396.156738
	Iteration 3Q: 3 clusters Score -9593346 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -9593861.000000 Penalty: 5396.156738
	Iteration 4Q: 3 clusters Score -9593861 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -9594766.000000 Penalty: 5396.156738
	Iteration 5Q: 3 clusters Score -9594766 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -9596310.000000 Penalty: 5396.156738
	Iteration 6F: 3 clusters Score -9596310 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 38376 members 
Entering Unmasked Estep 
Score: -9598739.000000 Penalty: 5396.156738
	Iteration 7F: 3 clusters Score -9598739 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -9602210.000000 Penalty: 5396.156738
	Iteration 8F: 3 clusters Score -9602210 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -9605586.000000 Penalty: 5396.156738
	Iteration 9F: 3 clusters Score -9605586 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 49710 members 
Entering Unmasked Estep 
Score: -9607725.000000 Penalty: 5396.156738
	Iteration 10F: 3 clusters Score -9607725 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 51460 members 
Entering Unmasked Estep 
Score: -9608755.000000 Penalty: 5396.156738
	Iteration 11Q: 3 clusters Score -9608755 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 52274 members 
Entering Unmasked Estep 
Score: -9609249.000000 Penalty: 5396.156738
	Iteration 12Q: 3 clusters Score -9609249 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 52596 members 
Entering Unmasked Estep 
Score: -9609499.000000 Penalty: 5396.156738
	Iteration 13Q: 3 clusters Score -9609499 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 52717 members 
Entering Unmasked Estep 
Score: -9609617.000000 Penalty: 5396.156738
	Iteration 14Q: 3 clusters Score -9609617 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 52758 members 
Entering Unmasked Estep 
Score: -9609664.000000 Penalty: 5396.156738
	Iteration 15Q: 3 clusters Score -9609664 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 52786 members 
Entering Unmasked Estep 
Score: -9609712.000000 Penalty: 5396.156738
	Iteration 16Q: 3 clusters Score -9609712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 52793 members 
Entering Unmasked Estep 
Score: -9609732.000000 Penalty: 5396.156738
	Iteration 17Q: 3 clusters Score -9609732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 52804 members 
Entering Unmasked Estep 
Score: -9609758.000000 Penalty: 5396.156738
	Iteration 18Q: 3 clusters Score -9609758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 52811 members 
Entering Unmasked Estep 
Score: -9609766.000000 Penalty: 5396.156738
	Iteration 19Q: 3 clusters Score -9609766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 52815 members 
Entering Unmasked Estep 
Score: -9609760.000000 Penalty: 5396.156738
	Iteration 20F: 3 clusters Score -9609760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 52815 members 
Entering Unmasked Estep 
Score: -9609767.000000 Penalty: 5396.156738
	Iteration 21Q: 3 clusters Score -9609767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 52815 members 
Entering Unmasked Estep 
Score: -9609781.000000 Penalty: 5396.156738
	Iteration 22Q: 3 clusters Score -9609781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 52817 members 
Entering Unmasked Estep 
Score: -9609787.000000 Penalty: 5396.156738
	Iteration 23Q: 3 clusters Score -9609787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 52819 members 
Entering Unmasked Estep 
Score: -9609792.000000 Penalty: 5396.156738
	Iteration 24Q: 3 clusters Score -9609792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 52820 members 
Entering Unmasked Estep 
Score: -9609791.000000 Penalty: 5396.156738
	Iteration 25Q: 3 clusters Score -9609791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
Score: -9609794.000000 Penalty: 5396.156738
	Iteration 26Q: 3 clusters Score -9609794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 52822 members 
Entering Unmasked Estep 
Score: -9609797.000000 Penalty: 5396.156738
	Iteration 27Q: 3 clusters Score -9609797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 52823 members 
Entering Unmasked Estep 
Score: -9609801.000000 Penalty: 5396.156738
	Iteration 28Q: 3 clusters Score -9609801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 52822 members 
Entering Unmasked Estep 
Score: -9609800.000000 Penalty: 5396.156738
	Iteration 29Q: 3 clusters Score -9609800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 52822 members 
Entering Unmasked Estep 
Score: -9609800.000000 Penalty: 5396.156738
	Iteration 30F: 3 clusters Score -9609800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Entering Unmasked Estep 
Score: -160906.984375 Penalty: 1700.402588
	Iteration 0F: 2 clusters Score -160907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -159016.328125 Penalty: 3400.805176
	Iteration 0F: 3 clusters Score -159016.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -159419.421875 Penalty: 3400.805176
	Iteration 1F: 3 clusters Score -159419.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -159590.500000 Penalty: 3400.805176
	Iteration 2F: 3 clusters Score -159590.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -159724.546875 Penalty: 3400.805176
	Iteration 3Q: 3 clusters Score -159724.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -159848.953125 Penalty: 3400.805176
	Iteration 4Q: 3 clusters Score -159849 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -159931.015625 Penalty: 3400.805176
	Iteration 5Q: 3 clusters Score -159931 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -159998.343750 Penalty: 3400.805176
	Iteration 6Q: 3 clusters Score -159998.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -160055.984375 Penalty: 3400.805176
	Iteration 7Q: 3 clusters Score -160056 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -160140.703125 Penalty: 3400.805176
	Iteration 8Q: 3 clusters Score -160140.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -160249.531250 Penalty: 3400.805176
	Iteration 9Q: 3 clusters Score -160249.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -160416.531250 Penalty: 3400.805176
	Iteration 10Q: 3 clusters Score -160416.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -160658.046875 Penalty: 3400.805176
	Iteration 11Q: 3 clusters Score -160658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -160790.828125 Penalty: 3400.805176
	Iteration 12Q: 3 clusters Score -160790.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -160910.468750 Penalty: 3400.805176
	Iteration 13Q: 3 clusters Score -160910.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -160997.234375 Penalty: 3400.805176
	Iteration 14Q: 3 clusters Score -160997.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -161042.093750 Penalty: 3400.805176
	Iteration 15Q: 3 clusters Score -161042.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -161053.609375 Penalty: 3400.805176
	Iteration 16Q: 3 clusters Score -161053.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -161061.046875 Penalty: 3400.805176
	Iteration 17F: 3 clusters Score -161061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -161088.375000 Penalty: 3400.805176
	Iteration 18Q: 3 clusters Score -161088.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -161130.734375 Penalty: 3400.805176
	Iteration 19Q: 3 clusters Score -161130.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -161205.375000 Penalty: 3400.805176
	Iteration 20F: 3 clusters Score -161205.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -161213.484375 Penalty: 3400.805176
	Iteration 21Q: 3 clusters Score -161213.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -161223.187500 Penalty: 3400.805176
	Iteration 22Q: 3 clusters Score -161223.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -161224.250000 Penalty: 3400.805176
	Iteration 23Q: 3 clusters Score -161224.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -161224.250000 Penalty: 3400.805176
	Iteration 24F: 3 clusters Score -161224.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51670 members 
Mstep: Class 2 contains 50759 members 
Mstep: Class 3 contains 8117 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44697 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45757 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 595 members 
Mstep: Class 12 contains 45688 members 
Mstep: Class 13 contains 2249 members 
Mstep: Class 14 contains 53069 members 
Mstep: Class 15 contains 355 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44829 members 
Mstep: Class 18 contains 45906 members 
Mstep: Class 19 contains 24902 members 
Mstep: Class 20 contains 46835 members 
Mstep: Class 21 contains 48853 members 
Mstep: Class 22 contains 48302 members 
Mstep: Class 23 contains 49622 members 
Mstep: Class 24 contains 1552 members 
Entering Unmasked Estep 
Score: -111200032.000000 Penalty: 79364.328125
Splitting cluster 15 changes total score from -111201176.000000 to -111200032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Entering Unmasked Estep 
Score: -108447.632812 Penalty: 1597.750000
	Iteration 0F: 2 clusters Score -108447.6 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 312 members 
Entering Unmasked Estep 
Score: -106808.039062 Penalty: 3195.500000
	Iteration 0F: 3 clusters Score -106808 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -107024.632812 Penalty: 3195.500000
	Iteration 1F: 3 clusters Score -107024.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -107099.648438 Penalty: 3195.500000
	Iteration 2F: 3 clusters Score -107099.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -107129.414062 Penalty: 3195.500000
	Iteration 3Q: 3 clusters Score -107129.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -107151.867188 Penalty: 3195.500000
	Iteration 4Q: 3 clusters Score -107151.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -107156.203125 Penalty: 3195.500000
	Iteration 5Q: 3 clusters Score -107156.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -107160.625000 Penalty: 3195.500000
	Iteration 6Q: 3 clusters Score -107160.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -107162.343750 Penalty: 3195.500000
	Iteration 7Q: 3 clusters Score -107162.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -107162.343750 Penalty: 3195.500000
	Iteration 8F: 3 clusters Score -107162.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44829 members 
Entering Unmasked Estep 
Score: -8227040.000000 Penalty: 2656.231445
	Iteration 0F: 2 clusters Score -8227040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 22497 members 
Entering Unmasked Estep 
Score: -8198726.000000 Penalty: 5312.462891
	Iteration 0F: 3 clusters Score -8198726 nChanged 20633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -8209976.500000 Penalty: 5312.462891
	Iteration 1F: 3 clusters Score -8209976 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -8210551.500000 Penalty: 5312.462891
	Iteration 2Q: 3 clusters Score -8210552 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -8211026.000000 Penalty: 5312.462891
	Iteration 3Q: 3 clusters Score -8211026 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -8211518.000000 Penalty: 5312.462891
	Iteration 4Q: 3 clusters Score -8211518 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -8212142.500000 Penalty: 5312.462891
	Iteration 5Q: 3 clusters Score -8212142 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -8213049.500000 Penalty: 5312.462891
	Iteration 6Q: 3 clusters Score -8213050 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -8214404.000000 Penalty: 5312.462891
	Iteration 7F: 3 clusters Score -8214404 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 32704 members 
Entering Unmasked Estep 
Score: -8216239.000000 Penalty: 5312.462891
	Iteration 8F: 3 clusters Score -8216239 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -8218449.000000 Penalty: 5312.462891
	Iteration 9F: 3 clusters Score -8218449 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 38748 members 
Entering Unmasked Estep 
Score: -8220962.500000 Penalty: 5312.462891
	Iteration 10F: 3 clusters Score -8220962 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -8222935.500000 Penalty: 5312.462891
	Iteration 11F: 3 clusters Score -8222936 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -8224028.500000 Penalty: 5312.462891
	Iteration 12Q: 3 clusters Score -8224028 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 43948 members 
Entering Unmasked Estep 
Score: -8224430.000000 Penalty: 5312.462891
	Iteration 13Q: 3 clusters Score -8224430 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
Score: -8224641.500000 Penalty: 5312.462891
	Iteration 14Q: 3 clusters Score -8224642 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 44422 members 
Entering Unmasked Estep 
Score: -8224717.500000 Penalty: 5312.462891
	Iteration 15Q: 3 clusters Score -8224718 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -8224809.500000 Penalty: 5312.462891
	Iteration 16Q: 3 clusters Score -8224810 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -8224851.000000 Penalty: 5312.462891
	Iteration 17Q: 3 clusters Score -8224851 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -8224883.000000 Penalty: 5312.462891
	Iteration 18Q: 3 clusters Score -8224883 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -8224891.500000 Penalty: 5312.462891
	Iteration 19Q: 3 clusters Score -8224892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 44547 members 
Entering Unmasked Estep 
Score: -8224900.500000 Penalty: 5312.462891
	Iteration 20F: 3 clusters Score -8224900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 44547 members 
Entering Unmasked Estep 
Score: -8224897.000000 Penalty: 5312.462891
	Iteration 21Q: 3 clusters Score -8224897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 44548 members 
Entering Unmasked Estep 
Score: -8224900.500000 Penalty: 5312.462891
	Iteration 22Q: 3 clusters Score -8224900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 44549 members 
Entering Unmasked Estep 
Score: -8224900.500000 Penalty: 5312.462891
	Iteration 23Q: 3 clusters Score -8224900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 44550 members 
Entering Unmasked Estep 
Score: -8224901.500000 Penalty: 5312.462891
	Iteration 24Q: 3 clusters Score -8224902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 44549 members 
Entering Unmasked Estep 
Score: -8224897.500000 Penalty: 5312.462891
	Iteration 25Q: 3 clusters Score -8224898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 44549 members 
Entering Unmasked Estep 
Score: -8224897.500000 Penalty: 5312.462891
	Iteration 26F: 3 clusters Score -8224898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45906 members 
Entering Unmasked Estep 
Score: -8440712.000000 Penalty: 2662.119141
	Iteration 0F: 2 clusters Score -8440712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -8411837.000000 Penalty: 5324.238281
	Iteration 0F: 3 clusters Score -8411837 nChanged 21094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -8423345.000000 Penalty: 5324.238281
	Iteration 1F: 3 clusters Score -8423345 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -8423935.000000 Penalty: 5324.238281
	Iteration 2Q: 3 clusters Score -8423935 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -8424687.000000 Penalty: 5324.238281
	Iteration 3Q: 3 clusters Score -8424687 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -8425608.000000 Penalty: 5324.238281
	Iteration 4Q: 3 clusters Score -8425608 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -8427042.000000 Penalty: 5324.238281
	Iteration 5F: 3 clusters Score -8427042 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -8429095.000000 Penalty: 5324.238281
	Iteration 6F: 3 clusters Score -8429095 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31441 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -8431593.000000 Penalty: 5324.238281
	Iteration 7F: 3 clusters Score -8431593 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -8434151.000000 Penalty: 5324.238281
	Iteration 8F: 3 clusters Score -8434151 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -8435903.000000 Penalty: 5324.238281
	Iteration 9Q: 3 clusters Score -8435903 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -8436793.000000 Penalty: 5324.238281
	Iteration 10Q: 3 clusters Score -8436793 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -8437205.000000 Penalty: 5324.238281
	Iteration 11Q: 3 clusters Score -8437205 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36551 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -8437416.000000 Penalty: 5324.238281
	Iteration 12Q: 3 clusters Score -8437416 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -8437634.000000 Penalty: 5324.238281
	Iteration 13Q: 3 clusters Score -8437634 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -8437821.000000 Penalty: 5324.238281
	Iteration 14Q: 3 clusters Score -8437821 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38354 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -8437947.000000 Penalty: 5324.238281
	Iteration 15Q: 3 clusters Score -8437947 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -8438066.000000 Penalty: 5324.238281
	Iteration 16Q: 3 clusters Score -8438066 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -8438178.000000 Penalty: 5324.238281
	Iteration 17Q: 3 clusters Score -8438178 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40138 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -8438308.000000 Penalty: 5324.238281
	Iteration 18Q: 3 clusters Score -8438308 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -8438452.000000 Penalty: 5324.238281
	Iteration 19Q: 3 clusters Score -8438452 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41333 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -8438561.000000 Penalty: 5324.238281
	Iteration 20F: 3 clusters Score -8438561 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -8438668.000000 Penalty: 5324.238281
	Iteration 21Q: 3 clusters Score -8438668 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -8438788.000000 Penalty: 5324.238281
	Iteration 22Q: 3 clusters Score -8438788 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42856 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -8438823.000000 Penalty: 5324.238281
	Iteration 23Q: 3 clusters Score -8438823 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43309 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -8438848.000000 Penalty: 5324.238281
	Iteration 24Q: 3 clusters Score -8438848 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -8438889.000000 Penalty: 5324.238281
	Iteration 25Q: 3 clusters Score -8438889 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44072 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -8438896.000000 Penalty: 5324.238281
	Iteration 26Q: 3 clusters Score -8438896 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -8438865.000000 Penalty: 5324.238281
	Iteration 27Q: 3 clusters Score -8438865 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -8438818.000000 Penalty: 5324.238281
	Iteration 28Q: 3 clusters Score -8438818 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44794 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -8438827.000000 Penalty: 5324.238281
	Iteration 29Q: 3 clusters Score -8438827 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44937 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -8438842.000000 Penalty: 5324.238281
	Iteration 30Q: 3 clusters Score -8438842 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45042 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -8438832.000000 Penalty: 5324.238281
	Iteration 31Q: 3 clusters Score -8438832 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8438808.000000 Penalty: 5324.238281
	Iteration 32Q: 3 clusters Score -8438808 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45177 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -8438798.000000 Penalty: 5324.238281
	Iteration 33Q: 3 clusters Score -8438798 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -8438801.000000 Penalty: 5324.238281
	Iteration 34Q: 3 clusters Score -8438801 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -8438789.000000 Penalty: 5324.238281
	Iteration 35Q: 3 clusters Score -8438789 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -8438806.000000 Penalty: 5324.238281
	Iteration 36Q: 3 clusters Score -8438806 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8438781.000000 Penalty: 5324.238281
	Iteration 37Q: 3 clusters Score -8438781 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45344 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -8438797.000000 Penalty: 5324.238281
	Iteration 38Q: 3 clusters Score -8438797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8438805.000000 Penalty: 5324.238281
	Iteration 39Q: 3 clusters Score -8438805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45365 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8438812.000000 Penalty: 5324.238281
	Iteration 40F: 3 clusters Score -8438812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -8438814.000000 Penalty: 5324.238281
	Iteration 41Q: 3 clusters Score -8438814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45374 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -8438808.000000 Penalty: 5324.238281
	Iteration 42Q: 3 clusters Score -8438808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45383 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -8438805.000000 Penalty: 5324.238281
	Iteration 43Q: 3 clusters Score -8438805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45397 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8438797.000000 Penalty: 5324.238281
	Iteration 44Q: 3 clusters Score -8438797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45407 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -8438810.000000 Penalty: 5324.238281
	Iteration 45Q: 3 clusters Score -8438810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45414 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8438809.000000 Penalty: 5324.238281
	Iteration 46Q: 3 clusters Score -8438809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45417 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -8438810.000000 Penalty: 5324.238281
	Iteration 47Q: 3 clusters Score -8438810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8438811.000000 Penalty: 5324.238281
	Iteration 48Q: 3 clusters Score -8438811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45422 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8438815.000000 Penalty: 5324.238281
	Iteration 49Q: 3 clusters Score -8438815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8438813.000000 Penalty: 5324.238281
	Iteration 50Q: 3 clusters Score -8438813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45432 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8438815.000000 Penalty: 5324.238281
	Iteration 51Q: 3 clusters Score -8438815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45434 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8438818.000000 Penalty: 5324.238281
	Iteration 52Q: 3 clusters Score -8438818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45435 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -8438817.000000 Penalty: 5324.238281
	Iteration 53Q: 3 clusters Score -8438817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45434 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8438820.000000 Penalty: 5324.238281
	Iteration 54Q: 3 clusters Score -8438820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45434 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8438820.000000 Penalty: 5324.238281
	Iteration 55F: 3 clusters Score -8438820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Entering Unmasked Estep 
Score: -4423610.500000 Penalty: 2510.430420
	Iteration 0F: 2 clusters Score -4423610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -4406373.000000 Penalty: 5020.860840
	Iteration 0F: 3 clusters Score -4406373 nChanged 10990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -4412340.000000 Penalty: 5020.860840
	Iteration 1F: 3 clusters Score -4412340 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -4412685.000000 Penalty: 5020.860840
	Iteration 2Q: 3 clusters Score -4412685 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -4412955.000000 Penalty: 5020.860840
	Iteration 3Q: 3 clusters Score -4412955 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -4413229.000000 Penalty: 5020.860840
	Iteration 4Q: 3 clusters Score -4413229 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 10799 members 
Entering Unmasked Estep 
Score: -4413491.000000 Penalty: 5020.860840
	Iteration 5Q: 3 clusters Score -4413491 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -4413829.000000 Penalty: 5020.860840
	Iteration 6Q: 3 clusters Score -4413829 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -4414214.500000 Penalty: 5020.860840
	Iteration 7Q: 3 clusters Score -4414214 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -4414772.000000 Penalty: 5020.860840
	Iteration 8Q: 3 clusters Score -4414772 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -4415643.500000 Penalty: 5020.860840
	Iteration 9F: 3 clusters Score -4415644 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -4416818.000000 Penalty: 5020.860840
	Iteration 10F: 3 clusters Score -4416818 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -4418246.000000 Penalty: 5020.860840
	Iteration 11F: 3 clusters Score -4418246 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -4419553.500000 Penalty: 5020.860840
	Iteration 12F: 3 clusters Score -4419554 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4420504.500000 Penalty: 5020.860840
	Iteration 13Q: 3 clusters Score -4420504 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -4420970.500000 Penalty: 5020.860840
	Iteration 14Q: 3 clusters Score -4420970 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4421190.500000 Penalty: 5020.860840
	Iteration 15Q: 3 clusters Score -4421190 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4421311.500000 Penalty: 5020.860840
	Iteration 16Q: 3 clusters Score -4421312 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4421377.500000 Penalty: 5020.860840
	Iteration 17Q: 3 clusters Score -4421378 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -4421426.500000 Penalty: 5020.860840
	Iteration 18Q: 3 clusters Score -4421426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4421441.000000 Penalty: 5020.860840
	Iteration 19Q: 3 clusters Score -4421441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4421456.500000 Penalty: 5020.860840
	Iteration 20F: 3 clusters Score -4421456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4421455.500000 Penalty: 5020.860840
	Iteration 21Q: 3 clusters Score -4421456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4421459.000000 Penalty: 5020.860840
	Iteration 22Q: 3 clusters Score -4421459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -4421461.000000 Penalty: 5020.860840
	Iteration 23Q: 3 clusters Score -4421461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4421464.500000 Penalty: 5020.860840
	Iteration 24Q: 3 clusters Score -4421464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4421467.000000 Penalty: 5020.860840
	Iteration 25Q: 3 clusters Score -4421467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4421467.000000 Penalty: 5020.860840
	Iteration 26F: 3 clusters Score -4421467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (46835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46835 members 
Entering Unmasked Estep 
Score: -8642554.000000 Penalty: 2667.087646
	Iteration 0F: 2 clusters Score -8642554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -8613282.000000 Penalty: 5334.175293
	Iteration 0F: 3 clusters Score -8613282 nChanged 21569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -8625027.000000 Penalty: 5334.175293
	Iteration 1F: 3 clusters Score -8625027 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -8625544.000000 Penalty: 5334.175293
	Iteration 2Q: 3 clusters Score -8625544 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -8625990.000000 Penalty: 5334.175293
	Iteration 3Q: 3 clusters Score -8625990 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -8626534.000000 Penalty: 5334.175293
	Iteration 4Q: 3 clusters Score -8626534 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -8627141.000000 Penalty: 5334.175293
	Iteration 5Q: 3 clusters Score -8627141 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -8628076.000000 Penalty: 5334.175293
	Iteration 6Q: 3 clusters Score -8628076 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30869 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -8629429.000000 Penalty: 5334.175293
	Iteration 7F: 3 clusters Score -8629429 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33721 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -8631465.000000 Penalty: 5334.175293
	Iteration 8F: 3 clusters Score -8631465 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -8634212.000000 Penalty: 5334.175293
	Iteration 9F: 3 clusters Score -8634212 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -8636901.000000 Penalty: 5334.175293
	Iteration 10F: 3 clusters Score -8636901 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42822 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -8638999.000000 Penalty: 5334.175293
	Iteration 11F: 3 clusters Score -8638999 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44443 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -8639962.000000 Penalty: 5334.175293
	Iteration 12Q: 3 clusters Score -8639962 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45339 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -8640431.000000 Penalty: 5334.175293
	Iteration 13Q: 3 clusters Score -8640431 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45774 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -8640603.000000 Penalty: 5334.175293
	Iteration 14Q: 3 clusters Score -8640603 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45988 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -8640697.000000 Penalty: 5334.175293
	Iteration 15Q: 3 clusters Score -8640697 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46113 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -8640749.000000 Penalty: 5334.175293
	Iteration 16Q: 3 clusters Score -8640749 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46174 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8640789.000000 Penalty: 5334.175293
	Iteration 17Q: 3 clusters Score -8640789 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46216 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8640817.000000 Penalty: 5334.175293
	Iteration 18Q: 3 clusters Score -8640817 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -8640815.000000 Penalty: 5334.175293
	Iteration 19Q: 3 clusters Score -8640815 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46254 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -8640835.000000 Penalty: 5334.175293
	Iteration 20F: 3 clusters Score -8640835 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46269 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -8640843.000000 Penalty: 5334.175293
	Iteration 21Q: 3 clusters Score -8640843 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -8640860.000000 Penalty: 5334.175293
	Iteration 22Q: 3 clusters Score -8640860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46289 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8640857.000000 Penalty: 5334.175293
	Iteration 23Q: 3 clusters Score -8640857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46296 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8640864.000000 Penalty: 5334.175293
	Iteration 24Q: 3 clusters Score -8640864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46301 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -8640864.000000 Penalty: 5334.175293
	Iteration 25Q: 3 clusters Score -8640864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46309 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8640866.000000 Penalty: 5334.175293
	Iteration 26Q: 3 clusters Score -8640866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46311 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -8640882.000000 Penalty: 5334.175293
	Iteration 27Q: 3 clusters Score -8640882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8640890.000000 Penalty: 5334.175293
	Iteration 28Q: 3 clusters Score -8640890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8640892.000000 Penalty: 5334.175293
	Iteration 29Q: 3 clusters Score -8640892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8640890.000000 Penalty: 5334.175293
	Iteration 30Q: 3 clusters Score -8640890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46319 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -8640895.000000 Penalty: 5334.175293
	Iteration 31Q: 3 clusters Score -8640895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46323 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -8640903.000000 Penalty: 5334.175293
	Iteration 32Q: 3 clusters Score -8640903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46326 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8640908.000000 Penalty: 5334.175293
	Iteration 33Q: 3 clusters Score -8640908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46326 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8640907.000000 Penalty: 5334.175293
	Iteration 34Q: 3 clusters Score -8640907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8640908.000000 Penalty: 5334.175293
	Iteration 35Q: 3 clusters Score -8640908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8640906.000000 Penalty: 5334.175293
	Iteration 36Q: 3 clusters Score -8640906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8640911.000000 Penalty: 5334.175293
	Iteration 37Q: 3 clusters Score -8640911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -8640912.000000 Penalty: 5334.175293
	Iteration 38Q: 3 clusters Score -8640912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8640912.000000 Penalty: 5334.175293
	Iteration 39Q: 3 clusters Score -8640912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46332 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8640908.000000 Penalty: 5334.175293
	Iteration 40F: 3 clusters Score -8640908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8640909.000000 Penalty: 5334.175293
	Iteration 41Q: 3 clusters Score -8640909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46332 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -8640911.000000 Penalty: 5334.175293
	Iteration 42Q: 3 clusters Score -8640911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8640915.000000 Penalty: 5334.175293
	Iteration 43Q: 3 clusters Score -8640915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46334 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8640917.000000 Penalty: 5334.175293
	Iteration 44Q: 3 clusters Score -8640917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46335 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -8640917.000000 Penalty: 5334.175293
	Iteration 45Q: 3 clusters Score -8640917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46336 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -8640919.000000 Penalty: 5334.175293
	Iteration 46Q: 3 clusters Score -8640919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46336 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -8640919.000000 Penalty: 5334.175293
	Iteration 47F: 3 clusters Score -8640919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (48853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48853 members 
Entering Unmasked Estep 
Score: -8916912.000000 Penalty: 2677.549561
	Iteration 0F: 2 clusters Score -8916912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -8885879.000000 Penalty: 5355.099121
	Iteration 0F: 3 clusters Score -8885879 nChanged 22498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -8898429.000000 Penalty: 5355.099121
	Iteration 1F: 3 clusters Score -8898429 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -8898944.000000 Penalty: 5355.099121
	Iteration 2Q: 3 clusters Score -8898944 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -8899443.000000 Penalty: 5355.099121
	Iteration 3Q: 3 clusters Score -8899443 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -8900201.000000 Penalty: 5355.099121
	Iteration 4Q: 3 clusters Score -8900201 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -8901181.000000 Penalty: 5355.099121
	Iteration 5Q: 3 clusters Score -8901181 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -8902451.000000 Penalty: 5355.099121
	Iteration 6Q: 3 clusters Score -8902451 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 24587 members 
Entering Unmasked Estep 
Score: -8904014.000000 Penalty: 5355.099121
	Iteration 7F: 3 clusters Score -8904014 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -8905846.000000 Penalty: 5355.099121
	Iteration 8F: 3 clusters Score -8905846 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -8908156.000000 Penalty: 5355.099121
	Iteration 9F: 3 clusters Score -8908156 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -8910347.000000 Penalty: 5355.099121
	Iteration 10F: 3 clusters Score -8910347 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27808 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -8911845.000000 Penalty: 5355.099121
	Iteration 11F: 3 clusters Score -8911845 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -8912557.000000 Penalty: 5355.099121
	Iteration 12Q: 3 clusters Score -8912557 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29385 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -8913095.000000 Penalty: 5355.099121
	Iteration 13Q: 3 clusters Score -8913095 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -8913615.000000 Penalty: 5355.099121
	Iteration 14Q: 3 clusters Score -8913615 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -8914102.000000 Penalty: 5355.099121
	Iteration 15Q: 3 clusters Score -8914102 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31578 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -8914522.000000 Penalty: 5355.099121
	Iteration 16Q: 3 clusters Score -8914522 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -8914834.000000 Penalty: 5355.099121
	Iteration 17Q: 3 clusters Score -8914834 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8915063 nChanged 614
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -8915255.000000 Penalty: 5355.099121
	Iteration 19Q: 3 clusters Score -8915255 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33898 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -8915431.000000 Penalty: 5355.099121
	Iteration 20F: 3 clusters Score -8915431 nChanged 413
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8915540 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -8915614.000000 Penalty: 5355.099121
	Iteration 22Q: 3 clusters Score -8915614 nChanged 363
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35017 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -8915676.000000 Penalty: 5355.099121
	Iteration 23Q: 3 clusters Score -8915676 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8915758 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -8915815.000000 Penalty: 5355.099121
	Iteration 25Q: 3 clusters Score -8915815 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -8915852.000000 Penalty: 5355.099121
	Iteration 26Q: 3 clusters Score -8915852 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -8915926.000000 Penalty: 5355.099121
	Iteration 27Q: 3 clusters Score -8915926 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8915967 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -8916014.000000 Penalty: 5355.099121
	Iteration 29Q: 3 clusters Score -8916014 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -8916051.000000 Penalty: 5355.099121
	Iteration 30Q: 3 clusters Score -8916051 nChanged 246
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -8916057.000000 Penalty: 5355.099121
	Iteration 31Q: 3 clusters Score -8916057 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37597 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -8916090.000000 Penalty: 5355.099121
	Iteration 32Q: 3 clusters Score -8916090 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37863 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -8916139.000000 Penalty: 5355.099121
	Iteration 33Q: 3 clusters Score -8916139 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -8916189.000000 Penalty: 5355.099121
	Iteration 34Q: 3 clusters Score -8916189 nChanged 280
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38405 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -8916219.000000 Penalty: 5355.099121
	Iteration 35Q: 3 clusters Score -8916219 nChanged 251
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38656 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -8916255.000000 Penalty: 5355.099121
	Iteration 36Q: 3 clusters Score -8916255 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38875 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -8916288.000000 Penalty: 5355.099121
	Iteration 37Q: 3 clusters Score -8916288 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -8916311.000000 Penalty: 5355.099121
	Iteration 38Q: 3 clusters Score -8916311 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -8916375.000000 Penalty: 5355.099121
	Iteration 39Q: 3 clusters Score -8916375 nChanged 199
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -8916402.000000 Penalty: 5355.099121
	Iteration 40F: 3 clusters Score -8916402 nChanged 164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -8916438.000000 Penalty: 5355.099121
	Iteration 41Q: 3 clusters Score -8916438 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -8916432.000000 Penalty: 5355.099121
	Iteration 42Q: 3 clusters Score -8916432 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8916438 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -8916445.000000 Penalty: 5355.099121
	Iteration 44Q: 3 clusters Score -8916445 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40248 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -8916435.000000 Penalty: 5355.099121
	Iteration 45Q: 3 clusters Score -8916435 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -8916450.000000 Penalty: 5355.099121
	Iteration 46Q: 3 clusters Score -8916450 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -8916484.000000 Penalty: 5355.099121
	Iteration 47Q: 3 clusters Score -8916484 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40665 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -8916476.000000 Penalty: 5355.099121
	Iteration 48Q: 3 clusters Score -8916476 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40793 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -8916483.000000 Penalty: 5355.099121
	Iteration 49Q: 3 clusters Score -8916483 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -8916473.000000 Penalty: 5355.099121
	Iteration 50Q: 3 clusters Score -8916473 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -8916462.000000 Penalty: 5355.099121
	Iteration 51Q: 3 clusters Score -8916462 nChanged 128
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -8916468.000000 Penalty: 5355.099121
	Iteration 52Q: 3 clusters Score -8916468 nChanged 134
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41292 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -8916451.000000 Penalty: 5355.099121
	Iteration 53Q: 3 clusters Score -8916451 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41435 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8916443 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -8916477.000000 Penalty: 5355.099121
	Iteration 55Q: 3 clusters Score -8916477 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -8916480.000000 Penalty: 5355.099121
	Iteration 56Q: 3 clusters Score -8916480 nChanged 179
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -8916467.000000 Penalty: 5355.099121
	Iteration 57Q: 3 clusters Score -8916467 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42143 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8916445 nChanged 215
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -8916439.000000 Penalty: 5355.099121
	Iteration 59Q: 3 clusters Score -8916439 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -8916441.000000 Penalty: 5355.099121
	Iteration 60F: 3 clusters Score -8916441 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42836 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -8916446.000000 Penalty: 5355.099121
	Iteration 61Q: 3 clusters Score -8916446 nChanged 219
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -8916379.000000 Penalty: 5355.099121
	Iteration 62Q: 3 clusters Score -8916379 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -8916327.000000 Penalty: 5355.099121
	Iteration 63Q: 3 clusters Score -8916327 nChanged 240
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43528 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -8916319.000000 Penalty: 5355.099121
	Iteration 64Q: 3 clusters Score -8916319 nChanged 216
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Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -8916307.000000 Penalty: 5355.099121
	Iteration 65Q: 3 clusters Score -8916307 nChanged 180
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -8916284.000000 Penalty: 5355.099121
	Iteration 66Q: 3 clusters Score -8916284 nChanged 167
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Mstep: Class 1 contains 44091 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -8916297.000000 Penalty: 5355.099121
	Iteration 67Q: 3 clusters Score -8916297 nChanged 162
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Mstep: Class 1 contains 44253 members 
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Entering Unmasked Estep 
Score: -8916265.000000 Penalty: 5355.099121
	Iteration 68Q: 3 clusters Score -8916265 nChanged 149
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Entering Unmasked Estep 
Score: -8916273.000000 Penalty: 5355.099121
	Iteration 69Q: 3 clusters Score -8916273 nChanged 155
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Mstep: Class 1 contains 44557 members 
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Entering Unmasked Estep 
Score: -8916268.000000 Penalty: 5355.099121
	Iteration 70Q: 3 clusters Score -8916268 nChanged 135
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Entering Unmasked Estep 
Score: -8916257.000000 Penalty: 5355.099121
	Iteration 71Q: 3 clusters Score -8916257 nChanged 116
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Mstep: Class 1 contains 44808 members 
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Entering Unmasked Estep 
Score: -8916238.000000 Penalty: 5355.099121
	Iteration 72Q: 3 clusters Score -8916238 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44921 members 
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Entering Unmasked Estep 
Score: -8916239.000000 Penalty: 5355.099121
	Iteration 73Q: 3 clusters Score -8916239 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45018 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8916219 nChanged 119
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45137 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8916219 nChanged 94
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Mstep: Class 1 contains 45231 members 
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Entering Unmasked Estep 
Score: -8916196.000000 Penalty: 5355.099121
	Iteration 76Q: 3 clusters Score -8916196 nChanged 93
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Mstep: Class 1 contains 45324 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8916195 nChanged 83
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Entering Unmasked Estep 
Score: -8916187.000000 Penalty: 5355.099121
	Iteration 78Q: 3 clusters Score -8916187 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -8916166.000000 Penalty: 5355.099121
	Iteration 79Q: 3 clusters Score -8916166 nChanged 49
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Mstep: Class 1 contains 45513 members 
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Entering Unmasked Estep 
Score: -8916161.000000 Penalty: 5355.099121
	Iteration 80F: 3 clusters Score -8916161 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -8916129.000000 Penalty: 5355.099121
	Iteration 81Q: 3 clusters Score -8916129 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45599 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -8916135.000000 Penalty: 5355.099121
	Iteration 82Q: 3 clusters Score -8916135 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45649 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -8916142.000000 Penalty: 5355.099121
	Iteration 83Q: 3 clusters Score -8916142 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -8916133.000000 Penalty: 5355.099121
	Iteration 84Q: 3 clusters Score -8916133 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45744 members 
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Entering Unmasked Estep 
Score: -8916107.000000 Penalty: 5355.099121
	Iteration 85Q: 3 clusters Score -8916107 nChanged 51
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Mstep: Class 1 contains 45795 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -8916118.000000 Penalty: 5355.099121
	Iteration 86Q: 3 clusters Score -8916118 nChanged 41
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Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8916118 nChanged 42
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Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8916121 nChanged 42
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Mstep: Class 1 contains 45920 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8916105 nChanged 38
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Mstep: Class 1 contains 45958 members 
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Entering Unmasked Estep 
Score: -8916101.000000 Penalty: 5355.099121
	Iteration 90Q: 3 clusters Score -8916101 nChanged 36
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Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8916099 nChanged 35
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Mstep: Class 1 contains 46029 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8916098 nChanged 30
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Mstep: Class 1 contains 46059 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -8916103.000000 Penalty: 5355.099121
	Iteration 93Q: 3 clusters Score -8916103 nChanged 27
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Mstep: Class 1 contains 46086 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8916101 nChanged 27
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8916093 nChanged 22
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8916086 nChanged 20
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Mstep: Class 1 contains 46151 members 
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	Iteration 97Q: 3 clusters Score -8916093 nChanged 19
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Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8916091 nChanged 21
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8916095 nChanged 22
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Mstep: Class 1 contains 46213 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8916099 nChanged 18
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	Iteration 101Q: 3 clusters Score -8916086 nChanged 22
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8916085 nChanged 22
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8916087 nChanged 22
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8916087 nChanged 24
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8916097 nChanged 16
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8916089 nChanged 11
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	Iteration 107Q: 3 clusters Score -8916076 nChanged 11
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8916072 nChanged 13
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8916071 nChanged 11
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8916073 nChanged 8
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8916065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46400 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -8916068.000000 Penalty: 5355.099121
	Iteration 112Q: 3 clusters Score -8916068 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46414 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -8916055.000000 Penalty: 5355.099121
	Iteration 113Q: 3 clusters Score -8916055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -8916040.000000 Penalty: 5355.099121
	Iteration 114Q: 3 clusters Score -8916040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46436 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -8916025.000000 Penalty: 5355.099121
	Iteration 115Q: 3 clusters Score -8916025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46447 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -8916037.000000 Penalty: 5355.099121
	Iteration 116Q: 3 clusters Score -8916037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46453 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -8916040.000000 Penalty: 5355.099121
	Iteration 117Q: 3 clusters Score -8916040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46462 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -8916032.000000 Penalty: 5355.099121
	Iteration 118Q: 3 clusters Score -8916032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46472 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -8916035.000000 Penalty: 5355.099121
	Iteration 119Q: 3 clusters Score -8916035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46483 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -8916029.000000 Penalty: 5355.099121
	Iteration 120F: 3 clusters Score -8916029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46490 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -8916031.000000 Penalty: 5355.099121
	Iteration 121Q: 3 clusters Score -8916031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46500 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -8916029.000000 Penalty: 5355.099121
	Iteration 122Q: 3 clusters Score -8916029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46502 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -8916020.000000 Penalty: 5355.099121
	Iteration 123Q: 3 clusters Score -8916020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46503 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -8916021.000000 Penalty: 5355.099121
	Iteration 124Q: 3 clusters Score -8916021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46504 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -8916025.000000 Penalty: 5355.099121
	Iteration 125Q: 3 clusters Score -8916025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46506 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -8916026.000000 Penalty: 5355.099121
	Iteration 126Q: 3 clusters Score -8916026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -8916031.000000 Penalty: 5355.099121
	Iteration 127Q: 3 clusters Score -8916031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -8916031.000000 Penalty: 5355.099121
	Iteration 128F: 3 clusters Score -8916031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (48302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48302 members 
Entering Unmasked Estep 
Score: -8770599.000000 Penalty: 2674.736816
	Iteration 0F: 2 clusters Score -8770599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24131 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -8739326.000000 Penalty: 5349.473633
	Iteration 0F: 3 clusters Score -8739326 nChanged 22190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -8751354.000000 Penalty: 5349.473633
	Iteration 1F: 3 clusters Score -8751354 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -8751813.000000 Penalty: 5349.473633
	Iteration 2Q: 3 clusters Score -8751813 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -8752217.000000 Penalty: 5349.473633
	Iteration 3Q: 3 clusters Score -8752217 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -8752633.000000 Penalty: 5349.473633
	Iteration 4Q: 3 clusters Score -8752633 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -8753061.000000 Penalty: 5349.473633
	Iteration 5Q: 3 clusters Score -8753061 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 24749 members 
Entering Unmasked Estep 
Score: -8753614.000000 Penalty: 5349.473633
	Iteration 6Q: 3 clusters Score -8753614 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -8754320.000000 Penalty: 5349.473633
	Iteration 7Q: 3 clusters Score -8754320 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -8755351.000000 Penalty: 5349.473633
	Iteration 8Q: 3 clusters Score -8755351 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -8756970.000000 Penalty: 5349.473633
	Iteration 9F: 3 clusters Score -8756970 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -8759194.000000 Penalty: 5349.473633
	Iteration 10F: 3 clusters Score -8759194 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 30195 members 
Entering Unmasked Estep 
Score: -8762179.000000 Penalty: 5349.473633
	Iteration 11F: 3 clusters Score -8762179 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -8764689.000000 Penalty: 5349.473633
	Iteration 12F: 3 clusters Score -8764689 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -8765885.000000 Penalty: 5349.473633
	Iteration 13Q: 3 clusters Score -8765885 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 33478 members 
Entering Unmasked Estep 
Score: -8766397.000000 Penalty: 5349.473633
	Iteration 14Q: 3 clusters Score -8766397 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -8766749.000000 Penalty: 5349.473633
	Iteration 15Q: 3 clusters Score -8766749 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 34927 members 
Entering Unmasked Estep 
Score: -8766994.000000 Penalty: 5349.473633
	Iteration 16Q: 3 clusters Score -8766994 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -8767288.000000 Penalty: 5349.473633
	Iteration 17Q: 3 clusters Score -8767288 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -8767515.000000 Penalty: 5349.473633
	Iteration 18Q: 3 clusters Score -8767515 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -8767815.000000 Penalty: 5349.473633
	Iteration 19Q: 3 clusters Score -8767815 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 37654 members 
Entering Unmasked Estep 
Score: -8768012.000000 Penalty: 5349.473633
	Iteration 20F: 3 clusters Score -8768012 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -8768203.000000 Penalty: 5349.473633
	Iteration 21Q: 3 clusters Score -8768203 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 38976 members 
Entering Unmasked Estep 
Score: -8768334.000000 Penalty: 5349.473633
	Iteration 22Q: 3 clusters Score -8768334 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -8768457.000000 Penalty: 5349.473633
	Iteration 23Q: 3 clusters Score -8768457 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -8768615.000000 Penalty: 5349.473633
	Iteration 24Q: 3 clusters Score -8768615 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -8768736.000000 Penalty: 5349.473633
	Iteration 25Q: 3 clusters Score -8768736 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -8768852.000000 Penalty: 5349.473633
	Iteration 26Q: 3 clusters Score -8768852 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -8768967.000000 Penalty: 5349.473633
	Iteration 27Q: 3 clusters Score -8768967 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -8769056.000000 Penalty: 5349.473633
	Iteration 28Q: 3 clusters Score -8769056 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 42590 members 
Entering Unmasked Estep 
Score: -8769042.000000 Penalty: 5349.473633
	Iteration 29Q: 3 clusters Score -8769042 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 42968 members 
Entering Unmasked Estep 
Score: -8769084.000000 Penalty: 5349.473633
	Iteration 30Q: 3 clusters Score -8769084 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -8769059.000000 Penalty: 5349.473633
	Iteration 31Q: 3 clusters Score -8769059 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 43610 members 
Entering Unmasked Estep 
Score: -8769058.000000 Penalty: 5349.473633
	Iteration 32Q: 3 clusters Score -8769058 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 43886 members 
Entering Unmasked Estep 
Score: -8769083.000000 Penalty: 5349.473633
	Iteration 33Q: 3 clusters Score -8769083 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 44155 members 
Entering Unmasked Estep 
Score: -8769033.000000 Penalty: 5349.473633
	Iteration 34Q: 3 clusters Score -8769033 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 44407 members 
Entering Unmasked Estep 
Score: -8769039.000000 Penalty: 5349.473633
	Iteration 35Q: 3 clusters Score -8769039 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 44648 members 
Entering Unmasked Estep 
Score: -8769008.000000 Penalty: 5349.473633
	Iteration 36Q: 3 clusters Score -8769008 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 44856 members 
Entering Unmasked Estep 
Score: -8768988.000000 Penalty: 5349.473633
	Iteration 37Q: 3 clusters Score -8768988 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 45037 members 
Entering Unmasked Estep 
Score: -8768959.000000 Penalty: 5349.473633
	Iteration 38Q: 3 clusters Score -8768959 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -8768936.000000 Penalty: 5349.473633
	Iteration 39Q: 3 clusters Score -8768936 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 45335 members 
Entering Unmasked Estep 
Score: -8768903.000000 Penalty: 5349.473633
	Iteration 40F: 3 clusters Score -8768903 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 45471 members 
Entering Unmasked Estep 
Score: -8768908.000000 Penalty: 5349.473633
	Iteration 41Q: 3 clusters Score -8768908 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 45598 members 
Entering Unmasked Estep 
Score: -8768881.000000 Penalty: 5349.473633
	Iteration 42Q: 3 clusters Score -8768881 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 45732 members 
Entering Unmasked Estep 
Score: -8768819.000000 Penalty: 5349.473633
	Iteration 43Q: 3 clusters Score -8768819 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 45850 members 
Entering Unmasked Estep 
Score: -8768789.000000 Penalty: 5349.473633
	Iteration 44Q: 3 clusters Score -8768789 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 45955 members 
Entering Unmasked Estep 
Score: -8768788.000000 Penalty: 5349.473633
	Iteration 45Q: 3 clusters Score -8768788 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 46060 members 
Entering Unmasked Estep 
Score: -8768795.000000 Penalty: 5349.473633
	Iteration 46Q: 3 clusters Score -8768795 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 46159 members 
Entering Unmasked Estep 
Score: -8768777.000000 Penalty: 5349.473633
	Iteration 47Q: 3 clusters Score -8768777 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 46242 members 
Entering Unmasked Estep 
Score: -8768799.000000 Penalty: 5349.473633
	Iteration 48Q: 3 clusters Score -8768799 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 46318 members 
Entering Unmasked Estep 
Score: -8768791.000000 Penalty: 5349.473633
	Iteration 49Q: 3 clusters Score -8768791 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -8768784.000000 Penalty: 5349.473633
	Iteration 50Q: 3 clusters Score -8768784 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 46459 members 
Entering Unmasked Estep 
Score: -8768798.000000 Penalty: 5349.473633
	Iteration 51Q: 3 clusters Score -8768798 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 46519 members 
Entering Unmasked Estep 
Score: -8768787.000000 Penalty: 5349.473633
	Iteration 52Q: 3 clusters Score -8768787 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 46574 members 
Entering Unmasked Estep 
Score: -8768766.000000 Penalty: 5349.473633
	Iteration 53Q: 3 clusters Score -8768766 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 46628 members 
Entering Unmasked Estep 
Score: -8768762.000000 Penalty: 5349.473633
	Iteration 54Q: 3 clusters Score -8768762 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
Score: -8768777.000000 Penalty: 5349.473633
	Iteration 55Q: 3 clusters Score -8768777 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -8768772.000000 Penalty: 5349.473633
	Iteration 56Q: 3 clusters Score -8768772 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 46737 members 
Entering Unmasked Estep 
Score: -8768767.000000 Penalty: 5349.473633
	Iteration 57Q: 3 clusters Score -8768767 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
Score: -8768776.000000 Penalty: 5349.473633
	Iteration 58Q: 3 clusters Score -8768776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 46797 members 
Entering Unmasked Estep 
Score: -8768770.000000 Penalty: 5349.473633
	Iteration 59Q: 3 clusters Score -8768770 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 46825 members 
Entering Unmasked Estep 
Score: -8768773.000000 Penalty: 5349.473633
	Iteration 60F: 3 clusters Score -8768773 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 46855 members 
Entering Unmasked Estep 
Score: -8768768.000000 Penalty: 5349.473633
	Iteration 61Q: 3 clusters Score -8768768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 46878 members 
Entering Unmasked Estep 
Score: -8768767.000000 Penalty: 5349.473633
	Iteration 62Q: 3 clusters Score -8768767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 46896 members 
Entering Unmasked Estep 
Score: -8768763.000000 Penalty: 5349.473633
	Iteration 63Q: 3 clusters Score -8768763 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 46914 members 
Entering Unmasked Estep 
Score: -8768770.000000 Penalty: 5349.473633
	Iteration 64Q: 3 clusters Score -8768770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 46927 members 
Entering Unmasked Estep 
Score: -8768776.000000 Penalty: 5349.473633
	Iteration 65Q: 3 clusters Score -8768776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 46943 members 
Entering Unmasked Estep 
Score: -8768774.000000 Penalty: 5349.473633
	Iteration 66Q: 3 clusters Score -8768774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 46952 members 
Entering Unmasked Estep 
Score: -8768771.000000 Penalty: 5349.473633
	Iteration 67Q: 3 clusters Score -8768771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 46956 members 
Entering Unmasked Estep 
Score: -8768770.000000 Penalty: 5349.473633
	Iteration 68Q: 3 clusters Score -8768770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 46962 members 
Entering Unmasked Estep 
Score: -8768767.000000 Penalty: 5349.473633
	Iteration 69Q: 3 clusters Score -8768767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 46969 members 
Entering Unmasked Estep 
Score: -8768768.000000 Penalty: 5349.473633
	Iteration 70Q: 3 clusters Score -8768768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 46975 members 
Entering Unmasked Estep 
Score: -8768768.000000 Penalty: 5349.473633
	Iteration 71Q: 3 clusters Score -8768768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 46982 members 
Entering Unmasked Estep 
Score: -8768765.000000 Penalty: 5349.473633
	Iteration 72Q: 3 clusters Score -8768765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 46989 members 
Entering Unmasked Estep 
Score: -8768759.000000 Penalty: 5349.473633
	Iteration 73Q: 3 clusters Score -8768759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 46993 members 
Entering Unmasked Estep 
Score: -8768763.000000 Penalty: 5349.473633
	Iteration 74Q: 3 clusters Score -8768763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 46999 members 
Entering Unmasked Estep 
Score: -8768756.000000 Penalty: 5349.473633
	Iteration 75Q: 3 clusters Score -8768756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 47003 members 
Entering Unmasked Estep 
Score: -8768762.000000 Penalty: 5349.473633
	Iteration 76Q: 3 clusters Score -8768762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 47014 members 
Entering Unmasked Estep 
Score: -8768763.000000 Penalty: 5349.473633
	Iteration 77Q: 3 clusters Score -8768763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 47022 members 
Entering Unmasked Estep 
Score: -8768761.000000 Penalty: 5349.473633
	Iteration 78Q: 3 clusters Score -8768761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 47031 members 
Entering Unmasked Estep 
Score: -8768755.000000 Penalty: 5349.473633
	Iteration 79Q: 3 clusters Score -8768755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 47035 members 
Entering Unmasked Estep 
Score: -8768756.000000 Penalty: 5349.473633
	Iteration 80F: 3 clusters Score -8768756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 47040 members 
Entering Unmasked Estep 
Score: -8768749.000000 Penalty: 5349.473633
	Iteration 81Q: 3 clusters Score -8768749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 47043 members 
Entering Unmasked Estep 
Score: -8768754.000000 Penalty: 5349.473633
	Iteration 82Q: 3 clusters Score -8768754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 47045 members 
Entering Unmasked Estep 
Score: -8768753.000000 Penalty: 5349.473633
	Iteration 83Q: 3 clusters Score -8768753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 47050 members 
Entering Unmasked Estep 
Score: -8768745.000000 Penalty: 5349.473633
	Iteration 84Q: 3 clusters Score -8768745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 47053 members 
Entering Unmasked Estep 
Score: -8768753.000000 Penalty: 5349.473633
	Iteration 85Q: 3 clusters Score -8768753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 47058 members 
Entering Unmasked Estep 
Score: -8768748.000000 Penalty: 5349.473633
	Iteration 86Q: 3 clusters Score -8768748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 47069 members 
Entering Unmasked Estep 
Score: -8768739.000000 Penalty: 5349.473633
	Iteration 87Q: 3 clusters Score -8768739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 47075 members 
Entering Unmasked Estep 
Score: -8768751.000000 Penalty: 5349.473633
	Iteration 88Q: 3 clusters Score -8768751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 47081 members 
Entering Unmasked Estep 
Score: -8768755.000000 Penalty: 5349.473633
	Iteration 89Q: 3 clusters Score -8768755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 47086 members 
Entering Unmasked Estep 
Score: -8768750.000000 Penalty: 5349.473633
	Iteration 90Q: 3 clusters Score -8768750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -8768754.000000 Penalty: 5349.473633
	Iteration 91Q: 3 clusters Score -8768754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 47095 members 
Entering Unmasked Estep 
Score: -8768759.000000 Penalty: 5349.473633
	Iteration 92Q: 3 clusters Score -8768759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 47096 members 
Entering Unmasked Estep 
Score: -8768764.000000 Penalty: 5349.473633
	Iteration 93Q: 3 clusters Score -8768764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 47099 members 
Entering Unmasked Estep 
Score: -8768750.000000 Penalty: 5349.473633
	Iteration 94Q: 3 clusters Score -8768750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 47100 members 
Entering Unmasked Estep 
Score: -8768746.000000 Penalty: 5349.473633
	Iteration 95Q: 3 clusters Score -8768746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 47101 members 
Entering Unmasked Estep 
Score: -8768745.000000 Penalty: 5349.473633
	Iteration 96Q: 3 clusters Score -8768745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 47102 members 
Entering Unmasked Estep 
Score: -8768748.000000 Penalty: 5349.473633
	Iteration 97Q: 3 clusters Score -8768748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 47102 members 
Entering Unmasked Estep 
Score: -8768751.000000 Penalty: 5349.473633
	Iteration 98Q: 3 clusters Score -8768751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 47103 members 
Entering Unmasked Estep 
Score: -8768751.000000 Penalty: 5349.473633
	Iteration 99Q: 3 clusters Score -8768751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 47104 members 
Entering Unmasked Estep 
Score: -8768754.000000 Penalty: 5349.473633
	Iteration 100F: 3 clusters Score -8768754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (49622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49622 members 
Entering Unmasked Estep 
Score: -9206248.000000 Penalty: 2681.422852
	Iteration 0F: 2 clusters Score -9206248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -9176875.000000 Penalty: 5362.845703
	Iteration 0F: 3 clusters Score -9176875 nChanged 22971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 26475 members 
Entering Unmasked Estep 
Score: -9189688.000000 Penalty: 5362.845703
	Iteration 1F: 3 clusters Score -9189688 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -9190514.000000 Penalty: 5362.845703
	Iteration 2Q: 3 clusters Score -9190514 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -9191421.000000 Penalty: 5362.845703
	Iteration 3Q: 3 clusters Score -9191421 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -9192754.000000 Penalty: 5362.845703
	Iteration 4F: 3 clusters Score -9192754 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -9194512.000000 Penalty: 5362.845703
	Iteration 5F: 3 clusters Score -9194512 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 35105 members 
Entering Unmasked Estep 
Score: -9196811.000000 Penalty: 5362.845703
	Iteration 6F: 3 clusters Score -9196811 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -9199369.000000 Penalty: 5362.845703
	Iteration 7F: 3 clusters Score -9199369 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 39255 members 
Entering Unmasked Estep 
Score: -9201718.000000 Penalty: 5362.845703
	Iteration 8F: 3 clusters Score -9201718 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -9203391.000000 Penalty: 5362.845703
	Iteration 9Q: 3 clusters Score -9203391 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 40730 members 
Entering Unmasked Estep 
Score: -9204261.000000 Penalty: 5362.845703
	Iteration 10Q: 3 clusters Score -9204261 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -9204672.000000 Penalty: 5362.845703
	Iteration 11Q: 3 clusters Score -9204672 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 41521 members 
Entering Unmasked Estep 
Score: -9204870.000000 Penalty: 5362.845703
	Iteration 12Q: 3 clusters Score -9204870 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -9205017.000000 Penalty: 5362.845703
	Iteration 13Q: 3 clusters Score -9205017 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 42112 members 
Entering Unmasked Estep 
Score: -9205092.000000 Penalty: 5362.845703
	Iteration 14Q: 3 clusters Score -9205092 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 42376 members 
Entering Unmasked Estep 
Score: -9205167.000000 Penalty: 5362.845703
	Iteration 15Q: 3 clusters Score -9205167 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 42636 members 
Entering Unmasked Estep 
Score: -9205223.000000 Penalty: 5362.845703
	Iteration 16Q: 3 clusters Score -9205223 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 42916 members 
Entering Unmasked Estep 
Score: -9205256.000000 Penalty: 5362.845703
	Iteration 17Q: 3 clusters Score -9205256 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -9205293.000000 Penalty: 5362.845703
	Iteration 18Q: 3 clusters Score -9205293 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 43410 members 
Entering Unmasked Estep 
Score: -9205291.000000 Penalty: 5362.845703
	Iteration 19Q: 3 clusters Score -9205291 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 43607 members 
Entering Unmasked Estep 
Score: -9205283.000000 Penalty: 5362.845703
	Iteration 20F: 3 clusters Score -9205283 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -9205232.000000 Penalty: 5362.845703
	Iteration 21Q: 3 clusters Score -9205232 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 43970 members 
Entering Unmasked Estep 
Score: -9205188.000000 Penalty: 5362.845703
	Iteration 22Q: 3 clusters Score -9205188 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -9205180.000000 Penalty: 5362.845703
	Iteration 23Q: 3 clusters Score -9205180 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 44309 members 
Entering Unmasked Estep 
Score: -9205158.000000 Penalty: 5362.845703
	Iteration 24Q: 3 clusters Score -9205158 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -9205165.000000 Penalty: 5362.845703
	Iteration 25Q: 3 clusters Score -9205165 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 44668 members 
Entering Unmasked Estep 
Score: -9205170.000000 Penalty: 5362.845703
	Iteration 26Q: 3 clusters Score -9205170 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 44889 members 
Entering Unmasked Estep 
Score: -9205223.000000 Penalty: 5362.845703
	Iteration 27Q: 3 clusters Score -9205223 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 45113 members 
Entering Unmasked Estep 
Score: -9205219.000000 Penalty: 5362.845703
	Iteration 28Q: 3 clusters Score -9205219 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 45330 members 
Entering Unmasked Estep 
Score: -9205184.000000 Penalty: 5362.845703
	Iteration 29Q: 3 clusters Score -9205184 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 45537 members 
Entering Unmasked Estep 
Score: -9205126.000000 Penalty: 5362.845703
	Iteration 30Q: 3 clusters Score -9205126 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 45728 members 
Entering Unmasked Estep 
Score: -9205088.000000 Penalty: 5362.845703
	Iteration 31Q: 3 clusters Score -9205088 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 45922 members 
Entering Unmasked Estep 
Score: -9205062.000000 Penalty: 5362.845703
	Iteration 32Q: 3 clusters Score -9205062 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 46090 members 
Entering Unmasked Estep 
Score: -9205016.000000 Penalty: 5362.845703
	Iteration 33Q: 3 clusters Score -9205016 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 46257 members 
Entering Unmasked Estep 
Score: -9204984.000000 Penalty: 5362.845703
	Iteration 34Q: 3 clusters Score -9204984 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 46436 members 
Entering Unmasked Estep 
Score: -9204968.000000 Penalty: 5362.845703
	Iteration 35Q: 3 clusters Score -9204968 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 46598 members 
Entering Unmasked Estep 
Score: -9204929.000000 Penalty: 5362.845703
	Iteration 36Q: 3 clusters Score -9204929 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 46747 members 
Entering Unmasked Estep 
Score: -9204921.000000 Penalty: 5362.845703
	Iteration 37Q: 3 clusters Score -9204921 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 46882 members 
Entering Unmasked Estep 
Score: -9204880.000000 Penalty: 5362.845703
	Iteration 38Q: 3 clusters Score -9204880 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 47007 members 
Entering Unmasked Estep 
Score: -9204829.000000 Penalty: 5362.845703
	Iteration 39Q: 3 clusters Score -9204829 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 47114 members 
Entering Unmasked Estep 
Score: -9204804.000000 Penalty: 5362.845703
	Iteration 40F: 3 clusters Score -9204804 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 47196 members 
Entering Unmasked Estep 
Score: -9204771.000000 Penalty: 5362.845703
	Iteration 41Q: 3 clusters Score -9204771 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 47284 members 
Entering Unmasked Estep 
Score: -9204752.000000 Penalty: 5362.845703
	Iteration 42Q: 3 clusters Score -9204752 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 47366 members 
Entering Unmasked Estep 
Score: -9204753.000000 Penalty: 5362.845703
	Iteration 43Q: 3 clusters Score -9204753 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 47447 members 
Entering Unmasked Estep 
Score: -9204752.000000 Penalty: 5362.845703
	Iteration 44Q: 3 clusters Score -9204752 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 47513 members 
Entering Unmasked Estep 
Score: -9204753.000000 Penalty: 5362.845703
	Iteration 45Q: 3 clusters Score -9204753 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 47565 members 
Entering Unmasked Estep 
Score: -9204743.000000 Penalty: 5362.845703
	Iteration 46Q: 3 clusters Score -9204743 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -9204734.000000 Penalty: 5362.845703
	Iteration 47Q: 3 clusters Score -9204734 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 47668 members 
Entering Unmasked Estep 
Score: -9204734.000000 Penalty: 5362.845703
	Iteration 48Q: 3 clusters Score -9204734 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 47711 members 
Entering Unmasked Estep 
Score: -9204714.000000 Penalty: 5362.845703
	Iteration 49Q: 3 clusters Score -9204714 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 47743 members 
Entering Unmasked Estep 
Score: -9204706.000000 Penalty: 5362.845703
	Iteration 50Q: 3 clusters Score -9204706 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 47769 members 
Entering Unmasked Estep 
Score: -9204701.000000 Penalty: 5362.845703
	Iteration 51Q: 3 clusters Score -9204701 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 47796 members 
Entering Unmasked Estep 
Score: -9204697.000000 Penalty: 5362.845703
	Iteration 52Q: 3 clusters Score -9204697 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 47822 members 
Entering Unmasked Estep 
Score: -9204676.000000 Penalty: 5362.845703
	Iteration 53Q: 3 clusters Score -9204676 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 47851 members 
Entering Unmasked Estep 
Score: -9204680.000000 Penalty: 5362.845703
	Iteration 54Q: 3 clusters Score -9204680 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 47879 members 
Entering Unmasked Estep 
Score: -9204655.000000 Penalty: 5362.845703
	Iteration 55Q: 3 clusters Score -9204655 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 47905 members 
Entering Unmasked Estep 
Score: -9204641.000000 Penalty: 5362.845703
	Iteration 56Q: 3 clusters Score -9204641 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 47929 members 
Entering Unmasked Estep 
Score: -9204640.000000 Penalty: 5362.845703
	Iteration 57Q: 3 clusters Score -9204640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 47960 members 
Entering Unmasked Estep 
Score: -9204647.000000 Penalty: 5362.845703
	Iteration 58Q: 3 clusters Score -9204647 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 47982 members 
Entering Unmasked Estep 
Score: -9204654.000000 Penalty: 5362.845703
	Iteration 59Q: 3 clusters Score -9204654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 47996 members 
Entering Unmasked Estep 
Score: -9204656.000000 Penalty: 5362.845703
	Iteration 60F: 3 clusters Score -9204656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 48008 members 
Entering Unmasked Estep 
Score: -9204658.000000 Penalty: 5362.845703
	Iteration 61Q: 3 clusters Score -9204658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 48015 members 
Entering Unmasked Estep 
Score: -9204651.000000 Penalty: 5362.845703
	Iteration 62Q: 3 clusters Score -9204651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 48025 members 
Entering Unmasked Estep 
Score: -9204645.000000 Penalty: 5362.845703
	Iteration 63Q: 3 clusters Score -9204645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 48032 members 
Entering Unmasked Estep 
Score: -9204650.000000 Penalty: 5362.845703
	Iteration 64Q: 3 clusters Score -9204650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 48041 members 
Entering Unmasked Estep 
Score: -9204646.000000 Penalty: 5362.845703
	Iteration 65Q: 3 clusters Score -9204646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 48044 members 
Entering Unmasked Estep 
Score: -9204648.000000 Penalty: 5362.845703
	Iteration 66Q: 3 clusters Score -9204648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
Score: -9204650.000000 Penalty: 5362.845703
	Iteration 67Q: 3 clusters Score -9204650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 48048 members 
Entering Unmasked Estep 
Score: -9204649.000000 Penalty: 5362.845703
	Iteration 68Q: 3 clusters Score -9204649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
Score: -9204651.000000 Penalty: 5362.845703
	Iteration 69Q: 3 clusters Score -9204651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 48052 members 
Entering Unmasked Estep 
Score: -9204647.000000 Penalty: 5362.845703
	Iteration 70Q: 3 clusters Score -9204647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 48054 members 
Entering Unmasked Estep 
Score: -9204649.000000 Penalty: 5362.845703
	Iteration 71Q: 3 clusters Score -9204649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 48054 members 
Entering Unmasked Estep 
Score: -9204649.000000 Penalty: 5362.845703
	Iteration 72F: 3 clusters Score -9204649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Entering Unmasked Estep 
Score: -279286.906250 Penalty: 1822.130249
	Iteration 0F: 2 clusters Score -279286.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -276929.531250 Penalty: 3644.260498
	Iteration 0F: 3 clusters Score -276929.5 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -277340.437500 Penalty: 3644.260498
	Iteration 1F: 3 clusters Score -277340.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -277452.187500 Penalty: 3644.260498
	Iteration 2F: 3 clusters Score -277452.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -277494.437500 Penalty: 3644.260498
	Iteration 3Q: 3 clusters Score -277494.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -277516.312500 Penalty: 3644.260498
	Iteration 4Q: 3 clusters Score -277516.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -277531.343750 Penalty: 3644.260498
	Iteration 5Q: 3 clusters Score -277531.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -277540.031250 Penalty: 3644.260498
	Iteration 6Q: 3 clusters Score -277540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -277548.125000 Penalty: 3644.260498
	Iteration 7Q: 3 clusters Score -277548.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -277550.093750 Penalty: 3644.260498
	Iteration 8Q: 3 clusters Score -277550.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -277554.875000 Penalty: 3644.260498
	Iteration 9Q: 3 clusters Score -277554.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -277558.000000 Penalty: 3644.260498
	Iteration 10Q: 3 clusters Score -277558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -277560.875000 Penalty: 3644.260498
	Iteration 11Q: 3 clusters Score -277560.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -277562.687500 Penalty: 3644.260498
	Iteration 12Q: 3 clusters Score -277562.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -277565.843750 Penalty: 3644.260498
	Iteration 13Q: 3 clusters Score -277565.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -277570.687500 Penalty: 3644.260498
	Iteration 14Q: 3 clusters Score -277570.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -277574.562500 Penalty: 3644.260498
	Iteration 15Q: 3 clusters Score -277574.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -277575.125000 Penalty: 3644.260498
	Iteration 16Q: 3 clusters Score -277575.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -277575.125000 Penalty: 3644.260498
	Iteration 17F: 3 clusters Score -277575.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51670 members 
Mstep: Class 2 contains 50759 members 
Mstep: Class 3 contains 8117 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44697 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45757 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45688 members 
Mstep: Class 13 contains 2249 members 
Mstep: Class 14 contains 53069 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44829 members 
Mstep: Class 18 contains 45906 members 
Mstep: Class 19 contains 24902 members 
Mstep: Class 20 contains 46835 members 
Mstep: Class 21 contains 48853 members 
Mstep: Class 22 contains 48302 members 
Mstep: Class 23 contains 49622 members 
Mstep: Class 24 contains 1552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201264.000000 Penalty: 76057.484375
Iteration 359Q: 24 clusters Score -1.112013e+08 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51661 members 
Mstep: Class 2 contains 50747 members 
Mstep: Class 3 contains 8152 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44695 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45749 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45681 members 
Mstep: Class 13 contains 2249 members 
Mstep: Class 14 contains 53068 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44829 members 
Mstep: Class 18 contains 45941 members 
Mstep: Class 19 contains 24893 members 
Mstep: Class 20 contains 46823 members 
Mstep: Class 21 contains 48856 members 
Mstep: Class 22 contains 48285 members 
Mstep: Class 23 contains 49626 members 
Mstep: Class 24 contains 1552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201312.000000 Penalty: 76057.484375
Iteration 360F: 24 clusters Score -1.112013e+08 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51669 members 
Mstep: Class 2 contains 50712 members 
Mstep: Class 3 contains 8192 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44680 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45744 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45702 members 
Mstep: Class 13 contains 2249 members 
Mstep: Class 14 contains 53084 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44836 members 
Mstep: Class 18 contains 45957 members 
Mstep: Class 19 contains 24875 members 
Mstep: Class 20 contains 46827 members 
Mstep: Class 21 contains 48850 members 
Mstep: Class 22 contains 48251 members 
Mstep: Class 23 contains 49627 members 
Mstep: Class 24 contains 1552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201168.000000 Penalty: 76057.484375
Iteration 361Q: 24 clusters Score -1.112012e+08 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51681 members 
Mstep: Class 2 contains 50700 members 
Mstep: Class 3 contains 8227 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44671 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45752 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45722 members 
Mstep: Class 13 contains 2248 members 
Mstep: Class 14 contains 53073 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44847 members 
Mstep: Class 18 contains 45947 members 
Mstep: Class 19 contains 24865 members 
Mstep: Class 20 contains 46821 members 
Mstep: Class 21 contains 48871 members 
Mstep: Class 22 contains 48218 members 
Mstep: Class 23 contains 49615 members 
Mstep: Class 24 contains 1549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201552.000000 Penalty: 76057.484375
Iteration 362Q: 24 clusters Score -1.112016e+08 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51649 members 
Mstep: Class 2 contains 50673 members 
Mstep: Class 3 contains 8265 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44672 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45762 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45766 members 
Mstep: Class 13 contains 2247 members 
Mstep: Class 14 contains 53073 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44843 members 
Mstep: Class 18 contains 45947 members 
Mstep: Class 19 contains 24852 members 
Mstep: Class 20 contains 46823 members 
Mstep: Class 21 contains 48885 members 
Mstep: Class 22 contains 48184 members 
Mstep: Class 23 contains 49618 members 
Mstep: Class 24 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201376.000000 Penalty: 76057.484375
Iteration 363Q: 24 clusters Score -1.112014e+08 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51642 members 
Mstep: Class 2 contains 50652 members 
Mstep: Class 3 contains 8304 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44670 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45768 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45796 members 
Mstep: Class 13 contains 2246 members 
Mstep: Class 14 contains 53080 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44851 members 
Mstep: Class 18 contains 45939 members 
Mstep: Class 19 contains 24839 members 
Mstep: Class 20 contains 46835 members 
Mstep: Class 21 contains 48885 members 
Mstep: Class 22 contains 48141 members 
Mstep: Class 23 contains 49611 members 
Mstep: Class 24 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201352.000000 Penalty: 76057.484375
Iteration 364Q: 24 clusters Score -1.112014e+08 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51636 members 
Mstep: Class 2 contains 50618 members 
Mstep: Class 3 contains 8336 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44658 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45757 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45830 members 
Mstep: Class 13 contains 2246 members 
Mstep: Class 14 contains 53080 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44845 members 
Mstep: Class 18 contains 45927 members 
Mstep: Class 19 contains 24831 members 
Mstep: Class 20 contains 46888 members 
Mstep: Class 21 contains 48876 members 
Mstep: Class 22 contains 48115 members 
Mstep: Class 23 contains 49616 members 
Mstep: Class 24 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201632.000000 Penalty: 76057.484375
Iteration 365Q: 24 clusters Score -1.112016e+08 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51645 members 
Mstep: Class 2 contains 50614 members 
Mstep: Class 3 contains 8368 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44655 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45750 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45852 members 
Mstep: Class 13 contains 2246 members 
Mstep: Class 14 contains 53078 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44841 members 
Mstep: Class 18 contains 45901 members 
Mstep: Class 19 contains 24829 members 
Mstep: Class 20 contains 46905 members 
Mstep: Class 21 contains 48870 members 
Mstep: Class 22 contains 48097 members 
Mstep: Class 23 contains 49607 members 
Mstep: Class 24 contains 1549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201632.000000 Penalty: 76057.484375
Iteration 366Q: 24 clusters Score -1.112016e+08 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51672 members 
Mstep: Class 2 contains 50601 members 
Mstep: Class 3 contains 8399 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44660 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45739 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45850 members 
Mstep: Class 13 contains 2245 members 
Mstep: Class 14 contains 53084 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44855 members 
Mstep: Class 18 contains 45894 members 
Mstep: Class 19 contains 24829 members 
Mstep: Class 20 contains 46907 members 
Mstep: Class 21 contains 48865 members 
Mstep: Class 22 contains 48054 members 
Mstep: Class 23 contains 49604 members 
Mstep: Class 24 contains 1549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201776.000000 Penalty: 76057.484375
Iteration 367Q: 24 clusters Score -1.112018e+08 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51681 members 
Mstep: Class 2 contains 50572 members 
Mstep: Class 3 contains 8435 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44661 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45738 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45836 members 
Mstep: Class 13 contains 2245 members 
Mstep: Class 14 contains 53101 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44858 members 
Mstep: Class 18 contains 45892 members 
Mstep: Class 19 contains 24821 members 
Mstep: Class 20 contains 46886 members 
Mstep: Class 21 contains 48848 members 
Mstep: Class 22 contains 48055 members 
Mstep: Class 23 contains 49629 members 
Mstep: Class 24 contains 1549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201704.000000 Penalty: 76057.484375
Iteration 368Q: 24 clusters Score -1.112017e+08 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51666 members 
Mstep: Class 2 contains 50560 members 
Mstep: Class 3 contains 8471 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44671 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45740 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45835 members 
Mstep: Class 13 contains 2244 members 
Mstep: Class 14 contains 53119 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44852 members 
Mstep: Class 18 contains 45895 members 
Mstep: Class 19 contains 24817 members 
Mstep: Class 20 contains 46878 members 
Mstep: Class 21 contains 48841 members 
Mstep: Class 22 contains 48037 members 
Mstep: Class 23 contains 49634 members 
Mstep: Class 24 contains 1547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201712.000000 Penalty: 76057.484375
Iteration 369Q: 24 clusters Score -1.112017e+08 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51670 members 
Mstep: Class 2 contains 50557 members 
Mstep: Class 3 contains 8506 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44677 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45744 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45854 members 
Mstep: Class 13 contains 2244 members 
Mstep: Class 14 contains 53140 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44854 members 
Mstep: Class 18 contains 45877 members 
Mstep: Class 19 contains 24808 members 
Mstep: Class 20 contains 46881 members 
Mstep: Class 21 contains 48825 members 
Mstep: Class 22 contains 48013 members 
Mstep: Class 23 contains 49609 members 
Mstep: Class 24 contains 1548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201936.000000 Penalty: 76057.484375
Iteration 370Q: 24 clusters Score -1.112019e+08 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51689 members 
Mstep: Class 2 contains 50560 members 
Mstep: Class 3 contains 8532 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44677 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45736 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45854 members 
Mstep: Class 13 contains 2244 members 
Mstep: Class 14 contains 53166 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44850 members 
Mstep: Class 18 contains 45858 members 
Mstep: Class 19 contains 24809 members 
Mstep: Class 20 contains 46890 members 
Mstep: Class 21 contains 48821 members 
Mstep: Class 22 contains 47970 members 
Mstep: Class 23 contains 49601 members 
Mstep: Class 24 contains 1550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202048.000000 Penalty: 76057.484375
Iteration 371Q: 24 clusters Score -1.11202e+08 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51690 members 
Mstep: Class 2 contains 50557 members 
Mstep: Class 3 contains 8568 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44682 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45728 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45851 members 
Mstep: Class 13 contains 2244 members 
Mstep: Class 14 contains 53198 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44845 members 
Mstep: Class 18 contains 45862 members 
Mstep: Class 19 contains 24808 members 
Mstep: Class 20 contains 46900 members 
Mstep: Class 21 contains 48820 members 
Mstep: Class 22 contains 47936 members 
Mstep: Class 23 contains 49567 members 
Mstep: Class 24 contains 1551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111201896.000000 Penalty: 76057.484375
Iteration 372Q: 24 clusters Score -1.112019e+08 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51671 members 
Mstep: Class 2 contains 50566 members 
Mstep: Class 3 contains 8606 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44695 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45721 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45870 members 
Mstep: Class 13 contains 2244 members 
Mstep: Class 14 contains 53217 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44843 members 
Mstep: Class 18 contains 45866 members 
Mstep: Class 19 contains 24809 members 
Mstep: Class 20 contains 46916 members 
Mstep: Class 21 contains 48803 members 
Mstep: Class 22 contains 47875 members 
Mstep: Class 23 contains 49554 members 
Mstep: Class 24 contains 1551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202080.000000 Penalty: 76057.484375
Iteration 373Q: 24 clusters Score -1.112021e+08 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51644 members 
Mstep: Class 2 contains 50604 members 
Mstep: Class 3 contains 8648 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44699 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45725 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45874 members 
Mstep: Class 13 contains 2244 members 
Mstep: Class 14 contains 53227 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44829 members 
Mstep: Class 18 contains 45874 members 
Mstep: Class 19 contains 24802 members 
Mstep: Class 20 contains 46909 members 
Mstep: Class 21 contains 48780 members 
Mstep: Class 22 contains 47859 members 
Mstep: Class 23 contains 49539 members 
Mstep: Class 24 contains 1550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202368.000000 Penalty: 76057.484375
Iteration 374Q: 24 clusters Score -1.112024e+08 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51622 members 
Mstep: Class 2 contains 50599 members 
Mstep: Class 3 contains 8685 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44718 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45723 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45882 members 
Mstep: Class 13 contains 2244 members 
Mstep: Class 14 contains 53233 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44830 members 
Mstep: Class 18 contains 45896 members 
Mstep: Class 19 contains 24814 members 
Mstep: Class 20 contains 46884 members 
Mstep: Class 21 contains 48756 members 
Mstep: Class 22 contains 47845 members 
Mstep: Class 23 contains 49529 members 
Mstep: Class 24 contains 1547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202360.000000 Penalty: 76057.484375
Iteration 375Q: 24 clusters Score -1.112024e+08 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51609 members 
Mstep: Class 2 contains 50602 members 
Mstep: Class 3 contains 8722 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44726 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45727 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45884 members 
Mstep: Class 13 contains 2244 members 
Mstep: Class 14 contains 53249 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44810 members 
Mstep: Class 18 contains 45915 members 
Mstep: Class 19 contains 24821 members 
Mstep: Class 20 contains 46886 members 
Mstep: Class 21 contains 48734 members 
Mstep: Class 22 contains 47850 members 
Mstep: Class 23 contains 49482 members 
Mstep: Class 24 contains 1546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202656.000000 Penalty: 76057.484375
Iteration 376Q: 24 clusters Score -1.112027e+08 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51620 members 
Mstep: Class 2 contains 50632 members 
Mstep: Class 3 contains 8753 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44739 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45738 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 45899 members 
Mstep: Class 13 contains 2244 members 
Mstep: Class 14 contains 53242 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44788 members 
Mstep: Class 18 contains 45933 members 
Mstep: Class 19 contains 24824 members 
Mstep: Class 20 contains 46859 members 
Mstep: Class 21 contains 48700 members 
Mstep: Class 22 contains 47844 members 
Mstep: Class 23 contains 49450 members 
Mstep: Class 24 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202864.000000 Penalty: 76057.484375
Iteration 377Q: 24 clusters Score -1.112029e+08 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51619 members 
Mstep: Class 2 contains 50653 members 
Mstep: Class 3 contains 8786 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44732 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45744 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45914 members 
Mstep: Class 13 contains 2244 members 
Mstep: Class 14 contains 53268 members 
Mstep: Class 15 contains 950 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44772 members 
Mstep: Class 18 contains 45943 members 
Mstep: Class 19 contains 24830 members 
Mstep: Class 20 contains 46816 members 
Mstep: Class 21 contains 48675 members 
Mstep: Class 22 contains 47822 members 
Mstep: Class 23 contains 49454 members 
Mstep: Class 24 contains 1534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202592.000000 Penalty: 76057.484375
Iteration 378Q: 24 clusters Score -1.112026e+08 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51638 members 
Mstep: Class 2 contains 50671 members 
Mstep: Class 3 contains 8831 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44713 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45733 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45917 members 
Mstep: Class 13 contains 2244 members 
Mstep: Class 14 contains 53301 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44762 members 
Mstep: Class 18 contains 45920 members 
Mstep: Class 19 contains 24825 members 
Mstep: Class 20 contains 46792 members 
Mstep: Class 21 contains 48644 members 
Mstep: Class 22 contains 47810 members 
Mstep: Class 23 contains 49474 members 
Mstep: Class 24 contains 1532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202760.000000 Penalty: 76057.484375
Iteration 379Q: 24 clusters Score -1.112028e+08 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51650 members 
Mstep: Class 2 contains 50691 members 
Mstep: Class 3 contains 8876 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44711 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45720 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45912 members 
Mstep: Class 13 contains 2244 members 
Mstep: Class 14 contains 53327 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44747 members 
Mstep: Class 18 contains 45923 members 
Mstep: Class 19 contains 24826 members 
Mstep: Class 20 contains 46771 members 
Mstep: Class 21 contains 48627 members 
Mstep: Class 22 contains 47795 members 
Mstep: Class 23 contains 49457 members 
Mstep: Class 24 contains 1530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202816.000000 Penalty: 76057.484375
Iteration 380F: 24 clusters Score -1.112028e+08 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51631 members 
Mstep: Class 2 contains 50720 members 
Mstep: Class 3 contains 8934 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44713 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45704 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45900 members 
Mstep: Class 13 contains 2244 members 
Mstep: Class 14 contains 53351 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44725 members 
Mstep: Class 18 contains 45928 members 
Mstep: Class 19 contains 24825 members 
Mstep: Class 20 contains 46740 members 
Mstep: Class 21 contains 48635 members 
Mstep: Class 22 contains 47766 members 
Mstep: Class 23 contains 49460 members 
Mstep: Class 24 contains 1532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202936.000000 Penalty: 76057.484375
Iteration 381Q: 24 clusters Score -1.112029e+08 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51621 members 
Mstep: Class 2 contains 50744 members 
Mstep: Class 3 contains 8997 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44707 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45713 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45881 members 
Mstep: Class 13 contains 2244 members 
Mstep: Class 14 contains 53343 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44721 members 
Mstep: Class 18 contains 45939 members 
Mstep: Class 19 contains 24829 members 
Mstep: Class 20 contains 46740 members 
Mstep: Class 21 contains 48638 members 
Mstep: Class 22 contains 47726 members 
Mstep: Class 23 contains 49432 members 
Mstep: Class 24 contains 1533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111203056.000000 Penalty: 76057.484375
Iteration 382Q: 24 clusters Score -1.112031e+08 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51596 members 
Mstep: Class 2 contains 50752 members 
Mstep: Class 3 contains 9068 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44700 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45715 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45878 members 
Mstep: Class 13 contains 2244 members 
Mstep: Class 14 contains 53336 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44701 members 
Mstep: Class 18 contains 45942 members 
Mstep: Class 19 contains 24823 members 
Mstep: Class 20 contains 46772 members 
Mstep: Class 21 contains 48638 members 
Mstep: Class 22 contains 47702 members 
Mstep: Class 23 contains 49405 members 
Mstep: Class 24 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111202880.000000 Penalty: 76057.484375
Iteration 383Q: 24 clusters Score -1.112029e+08 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51567 members 
Mstep: Class 2 contains 50749 members 
Mstep: Class 3 contains 9127 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44696 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45721 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45875 members 
Mstep: Class 13 contains 2243 members 
Mstep: Class 14 contains 53357 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44688 members 
Mstep: Class 18 contains 45928 members 
Mstep: Class 19 contains 24823 members 
Mstep: Class 20 contains 46774 members 
Mstep: Class 21 contains 48646 members 
Mstep: Class 22 contains 47672 members 
Mstep: Class 23 contains 49407 members 
Mstep: Class 24 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111203256.000000 Penalty: 76057.484375
Iteration 384Q: 24 clusters Score -1.112033e+08 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51561 members 
Mstep: Class 2 contains 50791 members 
Mstep: Class 3 contains 9192 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44688 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45709 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45866 members 
Mstep: Class 13 contains 2242 members 
Mstep: Class 14 contains 53372 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44679 members 
Mstep: Class 18 contains 45899 members 
Mstep: Class 19 contains 24833 members 
Mstep: Class 20 contains 46763 members 
Mstep: Class 21 contains 48634 members 
Mstep: Class 22 contains 47640 members 
Mstep: Class 23 contains 49400 members 
Mstep: Class 24 contains 1540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111203400.000000 Penalty: 76057.484375
Iteration 385Q: 24 clusters Score -1.112034e+08 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51528 members 
Mstep: Class 2 contains 50836 members 
Mstep: Class 3 contains 9260 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44675 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45700 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45870 members 
Mstep: Class 13 contains 2242 members 
Mstep: Class 14 contains 53406 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44689 members 
Mstep: Class 18 contains 45889 members 
Mstep: Class 19 contains 24840 members 
Mstep: Class 20 contains 46707 members 
Mstep: Class 21 contains 48636 members 
Mstep: Class 22 contains 47618 members 
Mstep: Class 23 contains 49370 members 
Mstep: Class 24 contains 1543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111203600.000000 Penalty: 76057.484375
Iteration 386Q: 24 clusters Score -1.112036e+08 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 50912 members 
Mstep: Class 3 contains 9340 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44677 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45667 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45845 members 
Mstep: Class 13 contains 2242 members 
Mstep: Class 14 contains 53447 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44681 members 
Mstep: Class 18 contains 45892 members 
Mstep: Class 19 contains 24841 members 
Mstep: Class 20 contains 46672 members 
Mstep: Class 21 contains 48624 members 
Mstep: Class 22 contains 47576 members 
Mstep: Class 23 contains 49321 members 
Mstep: Class 24 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111203808.000000 Penalty: 76057.484375
Iteration 387Q: 24 clusters Score -1.112038e+08 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51504 members 
Mstep: Class 2 contains 50933 members 
Mstep: Class 3 contains 9433 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44675 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45637 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45842 members 
Mstep: Class 13 contains 2242 members 
Mstep: Class 14 contains 53484 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44669 members 
Mstep: Class 18 contains 45908 members 
Mstep: Class 19 contains 24834 members 
Mstep: Class 20 contains 46653 members 
Mstep: Class 21 contains 48591 members 
Mstep: Class 22 contains 47557 members 
Mstep: Class 23 contains 49305 members 
Mstep: Class 24 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111204056.000000 Penalty: 76057.484375
Iteration 388Q: 24 clusters Score -1.112041e+08 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51474 members 
Mstep: Class 2 contains 50995 members 
Mstep: Class 3 contains 9509 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44658 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45629 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45841 members 
Mstep: Class 13 contains 2240 members 
Mstep: Class 14 contains 53513 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44636 members 
Mstep: Class 18 contains 45907 members 
Mstep: Class 19 contains 24833 members 
Mstep: Class 20 contains 46628 members 
Mstep: Class 21 contains 48556 members 
Mstep: Class 22 contains 47544 members 
Mstep: Class 23 contains 49305 members 
Mstep: Class 24 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111203952.000000 Penalty: 76057.484375
Iteration 389Q: 24 clusters Score -1.11204e+08 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51437 members 
Mstep: Class 2 contains 51119 members 
Mstep: Class 3 contains 9595 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44625 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45620 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45830 members 
Mstep: Class 13 contains 2240 members 
Mstep: Class 14 contains 53546 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 44599 members 
Mstep: Class 18 contains 45904 members 
Mstep: Class 19 contains 24830 members 
Mstep: Class 20 contains 46583 members 
Mstep: Class 21 contains 48549 members 
Mstep: Class 22 contains 47501 members 
Mstep: Class 23 contains 49289 members 
Mstep: Class 24 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111204376.000000 Penalty: 76057.484375
Iteration 390Q: 24 clusters Score -1.112044e+08 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 51200 members 
Mstep: Class 3 contains 9687 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44594 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45602 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45822 members 
Mstep: Class 13 contains 2240 members 
Mstep: Class 14 contains 53565 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44603 members 
Mstep: Class 18 contains 45879 members 
Mstep: Class 19 contains 24826 members 
Mstep: Class 20 contains 46574 members 
Mstep: Class 21 contains 48529 members 
Mstep: Class 22 contains 47461 members 
Mstep: Class 23 contains 49263 members 
Mstep: Class 24 contains 1540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111204304.000000 Penalty: 76057.484375
Iteration 391Q: 24 clusters Score -1.112043e+08 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51421 members 
Mstep: Class 2 contains 51257 members 
Mstep: Class 3 contains 9780 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44566 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45597 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45811 members 
Mstep: Class 13 contains 2240 members 
Mstep: Class 14 contains 53577 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44593 members 
Mstep: Class 18 contains 45884 members 
Mstep: Class 19 contains 24826 members 
Mstep: Class 20 contains 46543 members 
Mstep: Class 21 contains 48513 members 
Mstep: Class 22 contains 47417 members 
Mstep: Class 23 contains 49244 members 
Mstep: Class 24 contains 1539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111204296.000000 Penalty: 76057.484375
Iteration 392Q: 24 clusters Score -1.112043e+08 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51434 members 
Mstep: Class 2 contains 51290 members 
Mstep: Class 3 contains 9865 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44560 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45597 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45804 members 
Mstep: Class 13 contains 2240 members 
Mstep: Class 14 contains 53597 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44581 members 
Mstep: Class 18 contains 45876 members 
Mstep: Class 19 contains 24832 members 
Mstep: Class 20 contains 46503 members 
Mstep: Class 21 contains 48501 members 
Mstep: Class 22 contains 47381 members 
Mstep: Class 23 contains 49208 members 
Mstep: Class 24 contains 1540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111204600.000000 Penalty: 76057.484375
Iteration 393Q: 24 clusters Score -1.112046e+08 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51429 members 
Mstep: Class 2 contains 51354 members 
Mstep: Class 3 contains 9940 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44551 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45582 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45762 members 
Mstep: Class 13 contains 2240 members 
Mstep: Class 14 contains 53658 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44562 members 
Mstep: Class 18 contains 45896 members 
Mstep: Class 19 contains 24832 members 
Mstep: Class 20 contains 46471 members 
Mstep: Class 21 contains 48500 members 
Mstep: Class 22 contains 47331 members 
Mstep: Class 23 contains 49162 members 
Mstep: Class 24 contains 1539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111204528.000000 Penalty: 76057.484375
Iteration 394Q: 24 clusters Score -1.112045e+08 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51381 members 
Mstep: Class 2 contains 51429 members 
Mstep: Class 3 contains 10002 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44537 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45577 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45731 members 
Mstep: Class 13 contains 2240 members 
Mstep: Class 14 contains 53694 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44530 members 
Mstep: Class 18 contains 45926 members 
Mstep: Class 19 contains 24834 members 
Mstep: Class 20 contains 46478 members 
Mstep: Class 21 contains 48486 members 
Mstep: Class 22 contains 47283 members 
Mstep: Class 23 contains 49145 members 
Mstep: Class 24 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111204896.000000 Penalty: 76057.484375
Iteration 395Q: 24 clusters Score -1.112049e+08 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51329 members 
Mstep: Class 2 contains 51488 members 
Mstep: Class 3 contains 10052 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44532 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45597 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45673 members 
Mstep: Class 13 contains 2240 members 
Mstep: Class 14 contains 53719 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44520 members 
Mstep: Class 18 contains 45924 members 
Mstep: Class 19 contains 24835 members 
Mstep: Class 20 contains 46523 members 
Mstep: Class 21 contains 48492 members 
Mstep: Class 22 contains 47260 members 
Mstep: Class 23 contains 49089 members 
Mstep: Class 24 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111204840.000000 Penalty: 76057.484375
Iteration 396Q: 24 clusters Score -1.112048e+08 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51294 members 
Mstep: Class 2 contains 51526 members 
Mstep: Class 3 contains 10113 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44516 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45584 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45612 members 
Mstep: Class 13 contains 2240 members 
Mstep: Class 14 contains 53771 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44505 members 
Mstep: Class 18 contains 45937 members 
Mstep: Class 19 contains 24829 members 
Mstep: Class 20 contains 46583 members 
Mstep: Class 21 contains 48472 members 
Mstep: Class 22 contains 47232 members 
Mstep: Class 23 contains 49059 members 
Mstep: Class 24 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111205064.000000 Penalty: 76057.484375
Iteration 397Q: 24 clusters Score -1.112051e+08 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51244 members 
Mstep: Class 2 contains 51563 members 
Mstep: Class 3 contains 10176 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44495 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45577 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45579 members 
Mstep: Class 13 contains 2241 members 
Mstep: Class 14 contains 53823 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44484 members 
Mstep: Class 18 contains 45969 members 
Mstep: Class 19 contains 24821 members 
Mstep: Class 20 contains 46641 members 
Mstep: Class 21 contains 48477 members 
Mstep: Class 22 contains 47203 members 
Mstep: Class 23 contains 48981 members 
Mstep: Class 24 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111205072.000000 Penalty: 76057.484375
Iteration 398Q: 24 clusters Score -1.112051e+08 nChanged 1366
Entering ConstructFrom: 
Score: -111205072.000000 Penalty: 76057.484375
Entering ConstructFrom: 
Trying to split cluster 1 (51235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51235 members 
Entering Unmasked Estep 
Score: -9459145.000000 Penalty: 2689.356201
	Iteration 0F: 2 clusters Score -9459145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -9428822.000000 Penalty: 5378.712402
	Iteration 0F: 3 clusters Score -9428822 nChanged 23666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -9442349.000000 Penalty: 5378.712402
	Iteration 1F: 3 clusters Score -9442349 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -9443452.000000 Penalty: 5378.712402
	Iteration 2F: 3 clusters Score -9443452 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -9444926.000000 Penalty: 5378.712402
	Iteration 3F: 3 clusters Score -9444926 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
Score: -9447177.000000 Penalty: 5378.712402
	Iteration 4F: 3 clusters Score -9447177 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -9450102.000000 Penalty: 5378.712402
	Iteration 5F: 3 clusters Score -9450102 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
Score: -9453089.000000 Penalty: 5378.712402
	Iteration 6F: 3 clusters Score -9453089 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 46553 members 
Entering Unmasked Estep 
Score: -9455063.000000 Penalty: 5378.712402
	Iteration 7F: 3 clusters Score -9455063 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 48829 members 
Entering Unmasked Estep 
Score: -9456124.000000 Penalty: 5378.712402
	Iteration 8Q: 3 clusters Score -9456124 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 50038 members 
Entering Unmasked Estep 
Score: -9456564.000000 Penalty: 5378.712402
	Iteration 9Q: 3 clusters Score -9456564 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 50553 members 
Entering Unmasked Estep 
Score: -9456714.000000 Penalty: 5378.712402
	Iteration 10Q: 3 clusters Score -9456714 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 50779 members 
Entering Unmasked Estep 
Score: -9456795.000000 Penalty: 5378.712402
	Iteration 11Q: 3 clusters Score -9456795 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 50870 members 
Entering Unmasked Estep 
Score: -9456825.000000 Penalty: 5378.712402
	Iteration 12Q: 3 clusters Score -9456825 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 50915 members 
Entering Unmasked Estep 
Score: -9456855.000000 Penalty: 5378.712402
	Iteration 13Q: 3 clusters Score -9456855 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 50937 members 
Entering Unmasked Estep 
Score: -9456884.000000 Penalty: 5378.712402
	Iteration 14Q: 3 clusters Score -9456884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 50956 members 
Entering Unmasked Estep 
Score: -9456903.000000 Penalty: 5378.712402
	Iteration 15Q: 3 clusters Score -9456903 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 50958 members 
Entering Unmasked Estep 
Score: -9456929.000000 Penalty: 5378.712402
	Iteration 16Q: 3 clusters Score -9456929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 50961 members 
Entering Unmasked Estep 
Score: -9456935.000000 Penalty: 5378.712402
	Iteration 17Q: 3 clusters Score -9456935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 50966 members 
Entering Unmasked Estep 
Score: -9456940.000000 Penalty: 5378.712402
	Iteration 18Q: 3 clusters Score -9456940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 50969 members 
Entering Unmasked Estep 
Score: -9456948.000000 Penalty: 5378.712402
	Iteration 19Q: 3 clusters Score -9456948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 50974 members 
Entering Unmasked Estep 
Score: -9456970.000000 Penalty: 5378.712402
	Iteration 20F: 3 clusters Score -9456970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 50975 members 
Entering Unmasked Estep 
Score: -9456973.000000 Penalty: 5378.712402
	Iteration 21Q: 3 clusters Score -9456973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 50977 members 
Entering Unmasked Estep 
Score: -9456975.000000 Penalty: 5378.712402
	Iteration 22Q: 3 clusters Score -9456975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 50979 members 
Entering Unmasked Estep 
Score: -9456977.000000 Penalty: 5378.712402
	Iteration 23Q: 3 clusters Score -9456977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 50981 members 
Entering Unmasked Estep 
Score: -9456975.000000 Penalty: 5378.712402
	Iteration 24Q: 3 clusters Score -9456975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 50981 members 
Entering Unmasked Estep 
Score: -9456975.000000 Penalty: 5378.712402
	Iteration 25F: 3 clusters Score -9456975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (51574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51574 members 
Entering Unmasked Estep 
Score: -9445810.000000 Penalty: 2690.991699
	Iteration 0F: 2 clusters Score -9445810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -9414380.000000 Penalty: 5381.983398
	Iteration 0F: 3 clusters Score -9414380 nChanged 23895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -9428008.000000 Penalty: 5381.983398
	Iteration 1F: 3 clusters Score -9428008 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 30546 members 
Entering Unmasked Estep 
Score: -9429049.000000 Penalty: 5381.983398
	Iteration 2F: 3 clusters Score -9429049 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18588 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -9430659.000000 Penalty: 5381.983398
	Iteration 3F: 3 clusters Score -9430659 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -9432793.000000 Penalty: 5381.983398
	Iteration 4F: 3 clusters Score -9432793 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -9435655.000000 Penalty: 5381.983398
	Iteration 5F: 3 clusters Score -9435655 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
Score: -9439009.000000 Penalty: 5381.983398
	Iteration 6F: 3 clusters Score -9439009 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 47164 members 
Entering Unmasked Estep 
Score: -9441125.000000 Penalty: 5381.983398
	Iteration 7F: 3 clusters Score -9441125 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 49388 members 
Entering Unmasked Estep 
Score: -9442353.000000 Penalty: 5381.983398
	Iteration 8Q: 3 clusters Score -9442353 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 50520 members 
Entering Unmasked Estep 
Score: -9443002.000000 Penalty: 5381.983398
	Iteration 9Q: 3 clusters Score -9443002 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 50992 members 
Entering Unmasked Estep 
Score: -9443308.000000 Penalty: 5381.983398
	Iteration 10Q: 3 clusters Score -9443308 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 51162 members 
Entering Unmasked Estep 
Score: -9443405.000000 Penalty: 5381.983398
	Iteration 11Q: 3 clusters Score -9443405 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 51229 members 
Entering Unmasked Estep 
Score: -9443476.000000 Penalty: 5381.983398
	Iteration 12Q: 3 clusters Score -9443476 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 51258 members 
Entering Unmasked Estep 
Score: -9443528.000000 Penalty: 5381.983398
	Iteration 13Q: 3 clusters Score -9443528 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 51272 members 
Entering Unmasked Estep 
Score: -9443555.000000 Penalty: 5381.983398
	Iteration 14Q: 3 clusters Score -9443555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 51282 members 
Entering Unmasked Estep 
Score: -9443573.000000 Penalty: 5381.983398
	Iteration 15Q: 3 clusters Score -9443573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 51290 members 
Entering Unmasked Estep 
Score: -9443579.000000 Penalty: 5381.983398
	Iteration 16Q: 3 clusters Score -9443579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 51295 members 
Entering Unmasked Estep 
Score: -9443583.000000 Penalty: 5381.983398
	Iteration 17Q: 3 clusters Score -9443583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 51297 members 
Entering Unmasked Estep 
Score: -9443600.000000 Penalty: 5381.983398
	Iteration 18Q: 3 clusters Score -9443600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 51303 members 
Entering Unmasked Estep 
Score: -9443615.000000 Penalty: 5381.983398
	Iteration 19Q: 3 clusters Score -9443615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 51304 members 
Entering Unmasked Estep 
Score: -9443629.000000 Penalty: 5381.983398
	Iteration 20F: 3 clusters Score -9443629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 51304 members 
Entering Unmasked Estep 
Score: -9443632.000000 Penalty: 5381.983398
	Iteration 21Q: 3 clusters Score -9443632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 51306 members 
Entering Unmasked Estep 
Score: -9443634.000000 Penalty: 5381.983398
	Iteration 22Q: 3 clusters Score -9443634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 51305 members 
Entering Unmasked Estep 
Score: -9443637.000000 Penalty: 5381.983398
	Iteration 23Q: 3 clusters Score -9443637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 51305 members 
Entering Unmasked Estep 
Score: -9443637.000000 Penalty: 5381.983398
	Iteration 24F: 3 clusters Score -9443637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (10224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Entering Unmasked Estep 
Score: -1866257.500000 Penalty: 2289.658447
	Iteration 0F: 2 clusters Score -1866258 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1858486.250000 Penalty: 4579.316895
	Iteration 0F: 3 clusters Score -1858486 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1860698.125000 Penalty: 4579.316895
	Iteration 1F: 3 clusters Score -1860698 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1860967.500000 Penalty: 4579.316895
	Iteration 2F: 3 clusters Score -1860968 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1861137.375000 Penalty: 4579.316895
	Iteration 3Q: 3 clusters Score -1861137 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1861235.250000 Penalty: 4579.316895
	Iteration 4Q: 3 clusters Score -1861235 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1861315.250000 Penalty: 4579.316895
	Iteration 5Q: 3 clusters Score -1861315 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1861394.625000 Penalty: 4579.316895
	Iteration 6Q: 3 clusters Score -1861395 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1861503.000000 Penalty: 4579.316895
	Iteration 7Q: 3 clusters Score -1861503 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1861647.875000 Penalty: 4579.316895
	Iteration 8Q: 3 clusters Score -1861648 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1861838.375000 Penalty: 4579.316895
	Iteration 9Q: 3 clusters Score -1861838 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1862072.500000 Penalty: 4579.316895
	Iteration 10Q: 3 clusters Score -1862072 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1862340.375000 Penalty: 4579.316895
	Iteration 11Q: 3 clusters Score -1862340 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1862658.375000 Penalty: 4579.316895
	Iteration 12Q: 3 clusters Score -1862658 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1862962.750000 Penalty: 4579.316895
	Iteration 13Q: 3 clusters Score -1862963 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1863275.375000 Penalty: 4579.316895
	Iteration 14Q: 3 clusters Score -1863275 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1863658.625000 Penalty: 4579.316895
	Iteration 15Q: 3 clusters Score -1863659 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1863977.125000 Penalty: 4579.316895
	Iteration 16Q: 3 clusters Score -1863977 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1864224.625000 Penalty: 4579.316895
	Iteration 17Q: 3 clusters Score -1864225 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1864377.750000 Penalty: 4579.316895
	Iteration 18Q: 3 clusters Score -1864378 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1864490.750000 Penalty: 4579.316895
	Iteration 19Q: 3 clusters Score -1864491 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1864574.500000 Penalty: 4579.316895
	Iteration 20F: 3 clusters Score -1864574 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1864632.125000 Penalty: 4579.316895
	Iteration 21Q: 3 clusters Score -1864632 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1864681.125000 Penalty: 4579.316895
	Iteration 22Q: 3 clusters Score -1864681 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1864708.625000 Penalty: 4579.316895
	Iteration 23Q: 3 clusters Score -1864709 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1864737.125000 Penalty: 4579.316895
	Iteration 24Q: 3 clusters Score -1864737 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1864746.875000 Penalty: 4579.316895
	Iteration 25Q: 3 clusters Score -1864747 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1864763.625000 Penalty: 4579.316895
	Iteration 26Q: 3 clusters Score -1864764 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1864774.125000 Penalty: 4579.316895
	Iteration 27Q: 3 clusters Score -1864774 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1864782.500000 Penalty: 4579.316895
	Iteration 28Q: 3 clusters Score -1864782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1864787.750000 Penalty: 4579.316895
	Iteration 29Q: 3 clusters Score -1864788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1864793.250000 Penalty: 4579.316895
	Iteration 30Q: 3 clusters Score -1864793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1864794.625000 Penalty: 4579.316895
	Iteration 31Q: 3 clusters Score -1864795 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1864797.500000 Penalty: 4579.316895
	Iteration 32Q: 3 clusters Score -1864798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1864801.250000 Penalty: 4579.316895
	Iteration 33Q: 3 clusters Score -1864801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1864803.500000 Penalty: 4579.316895
	Iteration 34Q: 3 clusters Score -1864804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1864805.000000 Penalty: 4579.316895
	Iteration 35Q: 3 clusters Score -1864805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1864808.375000 Penalty: 4579.316895
	Iteration 36Q: 3 clusters Score -1864808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1864809.750000 Penalty: 4579.316895
	Iteration 37Q: 3 clusters Score -1864810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1864809.875000 Penalty: 4579.316895
	Iteration 38Q: 3 clusters Score -1864810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1864807.875000 Penalty: 4579.316895
	Iteration 39Q: 3 clusters Score -1864808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1864811.750000 Penalty: 4579.316895
	Iteration 40F: 3 clusters Score -1864812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1864812.250000 Penalty: 4579.316895
	Iteration 41Q: 3 clusters Score -1864812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1864813.625000 Penalty: 4579.316895
	Iteration 42Q: 3 clusters Score -1864814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1864813.375000 Penalty: 4579.316895
	Iteration 43Q: 3 clusters Score -1864813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1864814.875000 Penalty: 4579.316895
	Iteration 44Q: 3 clusters Score -1864815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1864817.500000 Penalty: 4579.316895
	Iteration 45Q: 3 clusters Score -1864818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1864817.375000 Penalty: 4579.316895
	Iteration 46Q: 3 clusters Score -1864817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1864819.750000 Penalty: 4579.316895
	Iteration 47Q: 3 clusters Score -1864820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1864819.750000 Penalty: 4579.316895
	Iteration 48F: 3 clusters Score -1864820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -31515.798828 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -31515.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -30303.169922 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -30303.17 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -30536.031250 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -30536.03 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -30671.212891 Penalty: 2965.527344
	Iteration 2F: 3 clusters Score -30671.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -30769.703125 Penalty: 2965.527344
	Iteration 3Q: 3 clusters Score -30769.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -30849.390625 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -30849.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -30866.960938 Penalty: 2965.527344
	Iteration 5Q: 3 clusters Score -30866.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -30908.966797 Penalty: 2965.527344
	Iteration 6Q: 3 clusters Score -30908.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -30942.091797 Penalty: 2965.527344
	Iteration 7Q: 3 clusters Score -30942.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -30944.904297 Penalty: 2965.527344
	Iteration 8Q: 3 clusters Score -30944.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -30944.904297 Penalty: 2965.527344
	Iteration 9F: 3 clusters Score -30944.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44478 members 
Entering Unmasked Estep 
Score: -8151209.500000 Penalty: 2654.281982
	Iteration 0F: 2 clusters Score -8151210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -8122310.000000 Penalty: 5308.563965
	Iteration 0F: 3 clusters Score -8122310 nChanged 20492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -8133893.000000 Penalty: 5308.563965
	Iteration 1F: 3 clusters Score -8133893 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -8134576.000000 Penalty: 5308.563965
	Iteration 2Q: 3 clusters Score -8134576 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -8135252.500000 Penalty: 5308.563965
	Iteration 3Q: 3 clusters Score -8135252 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -8136040.500000 Penalty: 5308.563965
	Iteration 4Q: 3 clusters Score -8136040 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -8137010.500000 Penalty: 5308.563965
	Iteration 5Q: 3 clusters Score -8137010 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -8138364.500000 Penalty: 5308.563965
	Iteration 6F: 3 clusters Score -8138364 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -8140208.500000 Penalty: 5308.563965
	Iteration 7F: 3 clusters Score -8140208 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 13222 members 
Entering Unmasked Estep 
Score: -8142506.500000 Penalty: 5308.563965
	Iteration 8F: 3 clusters Score -8142506 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33240 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -8144898.000000 Penalty: 5308.563965
	Iteration 9F: 3 clusters Score -8144898 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -8146711.000000 Penalty: 5308.563965
	Iteration 10Q: 3 clusters Score -8146711 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -8147742.500000 Penalty: 5308.563965
	Iteration 11Q: 3 clusters Score -8147742 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -8148259.000000 Penalty: 5308.563965
	Iteration 12Q: 3 clusters Score -8148259 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -8148542.000000 Penalty: 5308.563965
	Iteration 13Q: 3 clusters Score -8148542 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37516 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -8148748.500000 Penalty: 5308.563965
	Iteration 14Q: 3 clusters Score -8148748 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -8148890.500000 Penalty: 5308.563965
	Iteration 15Q: 3 clusters Score -8148890 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -8149061.500000 Penalty: 5308.563965
	Iteration 16Q: 3 clusters Score -8149062 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -8149162.000000 Penalty: 5308.563965
	Iteration 17Q: 3 clusters Score -8149162 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -8149276.500000 Penalty: 5308.563965
	Iteration 18Q: 3 clusters Score -8149276 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39484 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -8149363.000000 Penalty: 5308.563965
	Iteration 19Q: 3 clusters Score -8149363 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -8149420.000000 Penalty: 5308.563965
	Iteration 20F: 3 clusters Score -8149420 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -8149514.500000 Penalty: 5308.563965
	Iteration 21Q: 3 clusters Score -8149514 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -8149525.000000 Penalty: 5308.563965
	Iteration 22Q: 3 clusters Score -8149525 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -8149546.000000 Penalty: 5308.563965
	Iteration 23Q: 3 clusters Score -8149546 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -8149560.000000 Penalty: 5308.563965
	Iteration 24Q: 3 clusters Score -8149560 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -8149586.000000 Penalty: 5308.563965
	Iteration 25Q: 3 clusters Score -8149586 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -8149613.000000 Penalty: 5308.563965
	Iteration 26Q: 3 clusters Score -8149613 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -8149641.500000 Penalty: 5308.563965
	Iteration 27Q: 3 clusters Score -8149642 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41323 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -8149647.500000 Penalty: 5308.563965
	Iteration 28Q: 3 clusters Score -8149648 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -8149649.000000 Penalty: 5308.563965
	Iteration 29Q: 3 clusters Score -8149649 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -8149666.500000 Penalty: 5308.563965
	Iteration 30Q: 3 clusters Score -8149666 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -8149670.500000 Penalty: 5308.563965
	Iteration 31Q: 3 clusters Score -8149670 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41922 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -8149668.500000 Penalty: 5308.563965
	Iteration 32Q: 3 clusters Score -8149668 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -8149694.000000 Penalty: 5308.563965
	Iteration 33Q: 3 clusters Score -8149694 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -8149686.000000 Penalty: 5308.563965
	Iteration 34Q: 3 clusters Score -8149686 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -8149664.500000 Penalty: 5308.563965
	Iteration 35Q: 3 clusters Score -8149664 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -8149668.500000 Penalty: 5308.563965
	Iteration 36Q: 3 clusters Score -8149668 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -8149665.500000 Penalty: 5308.563965
	Iteration 37Q: 3 clusters Score -8149666 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42575 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -8149680.000000 Penalty: 5308.563965
	Iteration 38Q: 3 clusters Score -8149680 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42651 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -8149690.500000 Penalty: 5308.563965
	Iteration 39Q: 3 clusters Score -8149690 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42716 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -8149694.000000 Penalty: 5308.563965
	Iteration 40F: 3 clusters Score -8149694 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -8149695.000000 Penalty: 5308.563965
	Iteration 41Q: 3 clusters Score -8149695 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42841 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -8149679.500000 Penalty: 5308.563965
	Iteration 42Q: 3 clusters Score -8149680 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -8149682.000000 Penalty: 5308.563965
	Iteration 43Q: 3 clusters Score -8149682 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42951 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -8149674.000000 Penalty: 5308.563965
	Iteration 44Q: 3 clusters Score -8149674 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -8149677.500000 Penalty: 5308.563965
	Iteration 45Q: 3 clusters Score -8149678 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43059 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -8149655.000000 Penalty: 5308.563965
	Iteration 46Q: 3 clusters Score -8149655 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43103 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -8149649.000000 Penalty: 5308.563965
	Iteration 47Q: 3 clusters Score -8149649 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43143 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -8149644.500000 Penalty: 5308.563965
	Iteration 48Q: 3 clusters Score -8149644 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -8149660.500000 Penalty: 5308.563965
	Iteration 49Q: 3 clusters Score -8149660 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -8149663.500000 Penalty: 5308.563965
	Iteration 50Q: 3 clusters Score -8149664 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43239 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -8149653.500000 Penalty: 5308.563965
	Iteration 51Q: 3 clusters Score -8149654 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43268 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -8149639.500000 Penalty: 5308.563965
	Iteration 52Q: 3 clusters Score -8149640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43286 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -8149637.500000 Penalty: 5308.563965
	Iteration 53Q: 3 clusters Score -8149638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43295 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -8149637.000000 Penalty: 5308.563965
	Iteration 54Q: 3 clusters Score -8149637 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43305 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -8149629.000000 Penalty: 5308.563965
	Iteration 55Q: 3 clusters Score -8149629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -8149636.000000 Penalty: 5308.563965
	Iteration 56Q: 3 clusters Score -8149636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -8149628.500000 Penalty: 5308.563965
	Iteration 57Q: 3 clusters Score -8149628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43342 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -8149616.000000 Penalty: 5308.563965
	Iteration 58Q: 3 clusters Score -8149616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -8149611.000000 Penalty: 5308.563965
	Iteration 59Q: 3 clusters Score -8149611 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43366 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -8149617.000000 Penalty: 5308.563965
	Iteration 60F: 3 clusters Score -8149617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -8149607.000000 Penalty: 5308.563965
	Iteration 61Q: 3 clusters Score -8149607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -8149604.000000 Penalty: 5308.563965
	Iteration 62Q: 3 clusters Score -8149604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -8149608.000000 Penalty: 5308.563965
	Iteration 63Q: 3 clusters Score -8149608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43398 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -8149602.000000 Penalty: 5308.563965
	Iteration 64Q: 3 clusters Score -8149602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -8149595.500000 Penalty: 5308.563965
	Iteration 65Q: 3 clusters Score -8149596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -8149597.000000 Penalty: 5308.563965
	Iteration 66Q: 3 clusters Score -8149597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -8149598.000000 Penalty: 5308.563965
	Iteration 67Q: 3 clusters Score -8149598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -8149599.000000 Penalty: 5308.563965
	Iteration 68Q: 3 clusters Score -8149599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -8149599.500000 Penalty: 5308.563965
	Iteration 69Q: 3 clusters Score -8149600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -8149598.000000 Penalty: 5308.563965
	Iteration 70Q: 3 clusters Score -8149598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -8149596.500000 Penalty: 5308.563965
	Iteration 71Q: 3 clusters Score -8149596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -8149598.500000 Penalty: 5308.563965
	Iteration 72Q: 3 clusters Score -8149598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -8149601.000000 Penalty: 5308.563965
	Iteration 73Q: 3 clusters Score -8149601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -8149601.000000 Penalty: 5308.563965
	Iteration 74F: 3 clusters Score -8149601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Entering Unmasked Estep 
Score: -117868.937500 Penalty: 1682.545410
	Iteration 0F: 2 clusters Score -117868.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -116088.492188 Penalty: 3365.090820
	Iteration 0F: 3 clusters Score -116088.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -116645.171875 Penalty: 3365.090820
	Iteration 1F: 3 clusters Score -116645.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -116880.234375 Penalty: 3365.090820
	Iteration 2F: 3 clusters Score -116880.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -117032.835938 Penalty: 3365.090820
	Iteration 3F: 3 clusters Score -117032.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -117157.734375 Penalty: 3365.090820
	Iteration 4F: 3 clusters Score -117157.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -117236.203125 Penalty: 3365.090820
	Iteration 5Q: 3 clusters Score -117236.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -117321.265625 Penalty: 3365.090820
	Iteration 6Q: 3 clusters Score -117321.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -117438.343750 Penalty: 3365.090820
	Iteration 7Q: 3 clusters Score -117438.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -117520.632812 Penalty: 3365.090820
	Iteration 8Q: 3 clusters Score -117520.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -117580.937500 Penalty: 3365.090820
	Iteration 9Q: 3 clusters Score -117580.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -117614.164062 Penalty: 3365.090820
	Iteration 10Q: 3 clusters Score -117614.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -117646.718750 Penalty: 3365.090820
	Iteration 11Q: 3 clusters Score -117646.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -117672.468750 Penalty: 3365.090820
	Iteration 12Q: 3 clusters Score -117672.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -117692.101562 Penalty: 3365.090820
	Iteration 13Q: 3 clusters Score -117692.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -117728.101562 Penalty: 3365.090820
	Iteration 14Q: 3 clusters Score -117728.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -117770.000000 Penalty: 3365.090820
	Iteration 15Q: 3 clusters Score -117770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -117794.632812 Penalty: 3365.090820
	Iteration 16Q: 3 clusters Score -117794.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -117807.171875 Penalty: 3365.090820
	Iteration 17Q: 3 clusters Score -117807.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -117809.328125 Penalty: 3365.090820
	Iteration 18Q: 3 clusters Score -117809.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -117812.046875 Penalty: 3365.090820
	Iteration 19Q: 3 clusters Score -117812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -117815.734375 Penalty: 3365.090820
	Iteration 20F: 3 clusters Score -117815.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -117823.125000 Penalty: 3365.090820
	Iteration 21Q: 3 clusters Score -117823.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -117823.125000 Penalty: 3365.090820
	Iteration 22F: 3 clusters Score -117823.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45561 members 
Entering Unmasked Estep 
Score: -8332750.000000 Penalty: 2660.248291
	Iteration 0F: 2 clusters Score -8332750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -8303274.500000 Penalty: 5320.496582
	Iteration 0F: 3 clusters Score -8303274 nChanged 21003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -8315005.500000 Penalty: 5320.496582
	Iteration 1F: 3 clusters Score -8315006 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -8315627.500000 Penalty: 5320.496582
	Iteration 2Q: 3 clusters Score -8315628 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -8316334.000000 Penalty: 5320.496582
	Iteration 3Q: 3 clusters Score -8316334 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -8317039.000000 Penalty: 5320.496582
	Iteration 4Q: 3 clusters Score -8317039 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -8317953.000000 Penalty: 5320.496582
	Iteration 5Q: 3 clusters Score -8317953 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26240 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -8319090.500000 Penalty: 5320.496582
	Iteration 6Q: 3 clusters Score -8319090 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -8320598.000000 Penalty: 5320.496582
	Iteration 7Q: 3 clusters Score -8320598 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -8322039.000000 Penalty: 5320.496582
	Iteration 8Q: 3 clusters Score -8322039 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -8323462.500000 Penalty: 5320.496582
	Iteration 9Q: 3 clusters Score -8323462 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -8324664.500000 Penalty: 5320.496582
	Iteration 10Q: 3 clusters Score -8324664 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -8325641.000000 Penalty: 5320.496582
	Iteration 11Q: 3 clusters Score -8325641 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -8326358.500000 Penalty: 5320.496582
	Iteration 12Q: 3 clusters Score -8326358 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -8326884.000000 Penalty: 5320.496582
	Iteration 13Q: 3 clusters Score -8326884 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -8327332.000000 Penalty: 5320.496582
	Iteration 14Q: 3 clusters Score -8327332 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34890 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -8327637.000000 Penalty: 5320.496582
	Iteration 15Q: 3 clusters Score -8327637 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -8327861.500000 Penalty: 5320.496582
	Iteration 16Q: 3 clusters Score -8327862 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36104 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -8328034.500000 Penalty: 5320.496582
	Iteration 17Q: 3 clusters Score -8328034 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -8328248.000000 Penalty: 5320.496582
	Iteration 18Q: 3 clusters Score -8328248 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -8328423.500000 Penalty: 5320.496582
	Iteration 19Q: 3 clusters Score -8328424 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -8328607.000000 Penalty: 5320.496582
	Iteration 20F: 3 clusters Score -8328607 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38538 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -8328806.000000 Penalty: 5320.496582
	Iteration 21Q: 3 clusters Score -8328806 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39060 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -8328983.500000 Penalty: 5320.496582
	Iteration 22Q: 3 clusters Score -8328984 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -8329121.500000 Penalty: 5320.496582
	Iteration 23Q: 3 clusters Score -8329122 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -8329315.000000 Penalty: 5320.496582
	Iteration 24Q: 3 clusters Score -8329315 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -8329492.000000 Penalty: 5320.496582
	Iteration 25Q: 3 clusters Score -8329492 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -8329648.500000 Penalty: 5320.496582
	Iteration 26Q: 3 clusters Score -8329648 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -8329821.000000 Penalty: 5320.496582
	Iteration 27Q: 3 clusters Score -8329821 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -8329965.500000 Penalty: 5320.496582
	Iteration 28Q: 3 clusters Score -8329966 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42395 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -8330047.500000 Penalty: 5320.496582
	Iteration 29Q: 3 clusters Score -8330048 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42777 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -8330148.500000 Penalty: 5320.496582
	Iteration 30Q: 3 clusters Score -8330148 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -8330242.000000 Penalty: 5320.496582
	Iteration 31Q: 3 clusters Score -8330242 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43382 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -8330325.500000 Penalty: 5320.496582
	Iteration 32Q: 3 clusters Score -8330326 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43576 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -8330393.500000 Penalty: 5320.496582
	Iteration 33Q: 3 clusters Score -8330394 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43743 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -8330440.500000 Penalty: 5320.496582
	Iteration 34Q: 3 clusters Score -8330440 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43900 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -8330473.500000 Penalty: 5320.496582
	Iteration 35Q: 3 clusters Score -8330474 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44021 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -8330492.500000 Penalty: 5320.496582
	Iteration 36Q: 3 clusters Score -8330492 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44133 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -8330527.000000 Penalty: 5320.496582
	Iteration 37Q: 3 clusters Score -8330527 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -8330568.000000 Penalty: 5320.496582
	Iteration 38Q: 3 clusters Score -8330568 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44262 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -8330573.500000 Penalty: 5320.496582
	Iteration 39Q: 3 clusters Score -8330574 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44324 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -8330596.000000 Penalty: 5320.496582
	Iteration 40F: 3 clusters Score -8330596 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44376 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -8330632.500000 Penalty: 5320.496582
	Iteration 41Q: 3 clusters Score -8330632 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44431 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -8330662.000000 Penalty: 5320.496582
	Iteration 42Q: 3 clusters Score -8330662 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44479 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -8330686.500000 Penalty: 5320.496582
	Iteration 43Q: 3 clusters Score -8330686 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44519 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -8330692.000000 Penalty: 5320.496582
	Iteration 44Q: 3 clusters Score -8330692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44547 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -8330709.500000 Penalty: 5320.496582
	Iteration 45Q: 3 clusters Score -8330710 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -8330729.000000 Penalty: 5320.496582
	Iteration 46Q: 3 clusters Score -8330729 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -8330742.000000 Penalty: 5320.496582
	Iteration 47Q: 3 clusters Score -8330742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44618 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -8330744.500000 Penalty: 5320.496582
	Iteration 48Q: 3 clusters Score -8330744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -8330760.000000 Penalty: 5320.496582
	Iteration 49Q: 3 clusters Score -8330760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44665 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8330777.000000 Penalty: 5320.496582
	Iteration 50Q: 3 clusters Score -8330777 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44687 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8330782.500000 Penalty: 5320.496582
	Iteration 51Q: 3 clusters Score -8330782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44700 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -8330779.000000 Penalty: 5320.496582
	Iteration 52Q: 3 clusters Score -8330779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44711 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -8330788.000000 Penalty: 5320.496582
	Iteration 53Q: 3 clusters Score -8330788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44721 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -8330796.000000 Penalty: 5320.496582
	Iteration 54Q: 3 clusters Score -8330796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -8330803.000000 Penalty: 5320.496582
	Iteration 55Q: 3 clusters Score -8330803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -8330809.500000 Penalty: 5320.496582
	Iteration 56Q: 3 clusters Score -8330810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -8330807.500000 Penalty: 5320.496582
	Iteration 57Q: 3 clusters Score -8330808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -8330808.500000 Penalty: 5320.496582
	Iteration 58Q: 3 clusters Score -8330808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44737 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -8330807.000000 Penalty: 5320.496582
	Iteration 59Q: 3 clusters Score -8330807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -8330813.500000 Penalty: 5320.496582
	Iteration 60F: 3 clusters Score -8330814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44737 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -8330814.500000 Penalty: 5320.496582
	Iteration 61Q: 3 clusters Score -8330814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -8330818.500000 Penalty: 5320.496582
	Iteration 62Q: 3 clusters Score -8330818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8330817.000000 Penalty: 5320.496582
	Iteration 63Q: 3 clusters Score -8330817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44740 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8330816.000000 Penalty: 5320.496582
	Iteration 64Q: 3 clusters Score -8330816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44741 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8330814.500000 Penalty: 5320.496582
	Iteration 65Q: 3 clusters Score -8330814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44744 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8330813.500000 Penalty: 5320.496582
	Iteration 66Q: 3 clusters Score -8330814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44747 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -8330815.000000 Penalty: 5320.496582
	Iteration 67Q: 3 clusters Score -8330815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8330812.000000 Penalty: 5320.496582
	Iteration 68Q: 3 clusters Score -8330812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -8330814.000000 Penalty: 5320.496582
	Iteration 69Q: 3 clusters Score -8330814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -8330826.000000 Penalty: 5320.496582
	Iteration 70Q: 3 clusters Score -8330826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8330820.500000 Penalty: 5320.496582
	Iteration 71Q: 3 clusters Score -8330820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8330825.500000 Penalty: 5320.496582
	Iteration 72Q: 3 clusters Score -8330826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8330825.500000 Penalty: 5320.496582
	Iteration 73F: 3 clusters Score -8330826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -67483.445312 Penalty: 1589.723389
	Iteration 0F: 2 clusters Score -67483.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -65933.484375 Penalty: 3179.446777
	Iteration 0F: 3 clusters Score -65933.48 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -66333.281250 Penalty: 3179.446777
	Iteration 1F: 3 clusters Score -66333.28 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -66478.242188 Penalty: 3179.446777
	Iteration 2F: 3 clusters Score -66478.24 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -66552.914062 Penalty: 3179.446777
	Iteration 3Q: 3 clusters Score -66552.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -66588.609375 Penalty: 3179.446777
	Iteration 4Q: 3 clusters Score -66588.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -66599.617188 Penalty: 3179.446777
	Iteration 5Q: 3 clusters Score -66599.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -66614.359375 Penalty: 3179.446777
	Iteration 6Q: 3 clusters Score -66614.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -66636.039062 Penalty: 3179.446777
	Iteration 7Q: 3 clusters Score -66636.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -66654.671875 Penalty: 3179.446777
	Iteration 8Q: 3 clusters Score -66654.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -66672.507812 Penalty: 3179.446777
	Iteration 9Q: 3 clusters Score -66672.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -66719.992188 Penalty: 3179.446777
	Iteration 10Q: 3 clusters Score -66719.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -66745.117188 Penalty: 3179.446777
	Iteration 11Q: 3 clusters Score -66745.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -66756.125000 Penalty: 3179.446777
	Iteration 12Q: 3 clusters Score -66756.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -66756.125000 Penalty: 3179.446777
	Iteration 13F: 3 clusters Score -66756.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Entering Unmasked Estep 
Score: -153891.890625 Penalty: 1712.875244
	Iteration 0F: 2 clusters Score -153891.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -151996.171875 Penalty: 3425.750488
	Iteration 0F: 3 clusters Score -151996.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -152395.093750 Penalty: 3425.750488
	Iteration 1F: 3 clusters Score -152395.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -152591.375000 Penalty: 3425.750488
	Iteration 2F: 3 clusters Score -152591.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -152758.921875 Penalty: 3425.750488
	Iteration 3F: 3 clusters Score -152758.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -152877.031250 Penalty: 3425.750488
	Iteration 4F: 3 clusters Score -152877 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -152964.796875 Penalty: 3425.750488
	Iteration 5Q: 3 clusters Score -152964.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -153042.031250 Penalty: 3425.750488
	Iteration 6Q: 3 clusters Score -153042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -153094.812500 Penalty: 3425.750488
	Iteration 7Q: 3 clusters Score -153094.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -153159.625000 Penalty: 3425.750488
	Iteration 8Q: 3 clusters Score -153159.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -153201.578125 Penalty: 3425.750488
	Iteration 9Q: 3 clusters Score -153201.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -153215.921875 Penalty: 3425.750488
	Iteration 10Q: 3 clusters Score -153215.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -153218.718750 Penalty: 3425.750488
	Iteration 11Q: 3 clusters Score -153218.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -153224.078125 Penalty: 3425.750488
	Iteration 12Q: 3 clusters Score -153224.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -153232.781250 Penalty: 3425.750488
	Iteration 13Q: 3 clusters Score -153232.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -153238.265625 Penalty: 3425.750488
	Iteration 14Q: 3 clusters Score -153238.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -153242.671875 Penalty: 3425.750488
	Iteration 15Q: 3 clusters Score -153242.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -153248.359375 Penalty: 3425.750488
	Iteration 16Q: 3 clusters Score -153248.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -153248.953125 Penalty: 3425.750488
	Iteration 17Q: 3 clusters Score -153249 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -153248.953125 Penalty: 3425.750488
	Iteration 18F: 3 clusters Score -153249 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -94938.484375 Penalty: 1583.109619
	Iteration 0F: 2 clusters Score -94938.48 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 279 members 
Entering Unmasked Estep 
Score: -93414.023438 Penalty: 3166.219238
	Iteration 0F: 3 clusters Score -93414.02 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -93750.054688 Penalty: 3166.219238
	Iteration 1F: 3 clusters Score -93750.05 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -94015.867188 Penalty: 3166.219238
	Iteration 2F: 3 clusters Score -94015.87 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -94168.445312 Penalty: 3166.219238
	Iteration 3F: 3 clusters Score -94168.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -94303.773438 Penalty: 3166.219238
	Iteration 4Q: 3 clusters Score -94303.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -94354.234375 Penalty: 3166.219238
	Iteration 5Q: 3 clusters Score -94354.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -94393.656250 Penalty: 3166.219238
	Iteration 6Q: 3 clusters Score -94393.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -94477.335938 Penalty: 3166.219238
	Iteration 7Q: 3 clusters Score -94477.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -94577.601562 Penalty: 3166.219238
	Iteration 8Q: 3 clusters Score -94577.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -94661.359375 Penalty: 3166.219238
	Iteration 9Q: 3 clusters Score -94661.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -94754.492188 Penalty: 3166.219238
	Iteration 10Q: 3 clusters Score -94754.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -94787.312500 Penalty: 3166.219238
	Iteration 11Q: 3 clusters Score -94787.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -94818.039062 Penalty: 3166.219238
	Iteration 12Q: 3 clusters Score -94818.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -94844.562500 Penalty: 3166.219238
	Iteration 13Q: 3 clusters Score -94844.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -94858.648438 Penalty: 3166.219238
	Iteration 14Q: 3 clusters Score -94858.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -94865.375000 Penalty: 3166.219238
	Iteration 15Q: 3 clusters Score -94865.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -94873.695312 Penalty: 3166.219238
	Iteration 16Q: 3 clusters Score -94873.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -94888.906250 Penalty: 3166.219238
	Iteration 17Q: 3 clusters Score -94888.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -94923.312500 Penalty: 3166.219238
	Iteration 18Q: 3 clusters Score -94923.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -94968.429688 Penalty: 3166.219238
	Iteration 19Q: 3 clusters Score -94968.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -95050.000000 Penalty: 3166.219238
	Iteration 20F: 3 clusters Score -95050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -95196.523438 Penalty: 3166.219238
	Iteration 21Q: 3 clusters Score -95196.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -95410.765625 Penalty: 3166.219238
	Iteration 22Q: 3 clusters Score -95410.77 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -95537.210938 Penalty: 3166.219238
	Iteration 23Q: 3 clusters Score -95537.21 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -95596.023438 Penalty: 3166.219238
	Iteration 24Q: 3 clusters Score -95596.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -95611.937500 Penalty: 3166.219238
	Iteration 25Q: 3 clusters Score -95611.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -95624.046875 Penalty: 3166.219238
	Iteration 26Q: 3 clusters Score -95624.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -95624.046875 Penalty: 3166.219238
	Iteration 27F: 3 clusters Score -95624.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 51574 members 
Mstep: Class 3 contains 10224 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44478 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45561 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 293 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 45547 members 
Mstep: Class 13 contains 2242 members 
Mstep: Class 14 contains 53883 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44456 members 
Mstep: Class 18 contains 45987 members 
Mstep: Class 19 contains 24810 members 
Mstep: Class 20 contains 46690 members 
Mstep: Class 21 contains 48470 members 
Mstep: Class 22 contains 47180 members 
Mstep: Class 23 contains 48939 members 
Mstep: Class 24 contains 1535 members 
Entering Unmasked Estep 
Score: -111204088.000000 Penalty: 79364.328125
Splitting cluster 10 changes total score from -111205072.000000 to -111204088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (45547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45547 members 
Entering Unmasked Estep 
Score: -8330510.500000 Penalty: 2660.171875
	Iteration 0F: 2 clusters Score -8330510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -8301289.000000 Penalty: 5320.343750
	Iteration 0F: 3 clusters Score -8301289 nChanged 20868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -8312846.500000 Penalty: 5320.343750
	Iteration 1F: 3 clusters Score -8312846 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -8313752.000000 Penalty: 5320.343750
	Iteration 2Q: 3 clusters Score -8313752 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -8314915.000000 Penalty: 5320.343750
	Iteration 3F: 3 clusters Score -8314915 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -8316519.500000 Penalty: 5320.343750
	Iteration 4F: 3 clusters Score -8316520 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -8318649.000000 Penalty: 5320.343750
	Iteration 5F: 3 clusters Score -8318649 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -8321311.000000 Penalty: 5320.343750
	Iteration 6F: 3 clusters Score -8321311 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -8324150.500000 Penalty: 5320.343750
	Iteration 7F: 3 clusters Score -8324150 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -8326218.500000 Penalty: 5320.343750
	Iteration 8F: 3 clusters Score -8326218 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -8327317.500000 Penalty: 5320.343750
	Iteration 9Q: 3 clusters Score -8327318 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -8327961.500000 Penalty: 5320.343750
	Iteration 10Q: 3 clusters Score -8327962 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36926 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -8328365.000000 Penalty: 5320.343750
	Iteration 11Q: 3 clusters Score -8328365 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37588 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -8328686.000000 Penalty: 5320.343750
	Iteration 12Q: 3 clusters Score -8328686 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -8328930.000000 Penalty: 5320.343750
	Iteration 13Q: 3 clusters Score -8328930 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -8329144.000000 Penalty: 5320.343750
	Iteration 14Q: 3 clusters Score -8329144 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39142 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -8329274.000000 Penalty: 5320.343750
	Iteration 15Q: 3 clusters Score -8329274 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -8329363.500000 Penalty: 5320.343750
	Iteration 16Q: 3 clusters Score -8329364 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -8329404.000000 Penalty: 5320.343750
	Iteration 17Q: 3 clusters Score -8329404 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -8329497.500000 Penalty: 5320.343750
	Iteration 18Q: 3 clusters Score -8329498 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40384 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -8329512.000000 Penalty: 5320.343750
	Iteration 19Q: 3 clusters Score -8329512 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -8329553.000000 Penalty: 5320.343750
	Iteration 20F: 3 clusters Score -8329553 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -8329593.000000 Penalty: 5320.343750
	Iteration 21Q: 3 clusters Score -8329593 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41009 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -8329652.000000 Penalty: 5320.343750
	Iteration 22Q: 3 clusters Score -8329652 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41180 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -8329670.000000 Penalty: 5320.343750
	Iteration 23Q: 3 clusters Score -8329670 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -8329721.500000 Penalty: 5320.343750
	Iteration 24Q: 3 clusters Score -8329722 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -8329736.500000 Penalty: 5320.343750
	Iteration 25Q: 3 clusters Score -8329736 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -8329730.500000 Penalty: 5320.343750
	Iteration 26Q: 3 clusters Score -8329730 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -8329768.500000 Penalty: 5320.343750
	Iteration 27Q: 3 clusters Score -8329768 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41924 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -8329794.000000 Penalty: 5320.343750
	Iteration 28Q: 3 clusters Score -8329794 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -8329793.500000 Penalty: 5320.343750
	Iteration 29Q: 3 clusters Score -8329794 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -8329813.000000 Penalty: 5320.343750
	Iteration 30Q: 3 clusters Score -8329813 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42262 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -8329833.500000 Penalty: 5320.343750
	Iteration 31Q: 3 clusters Score -8329834 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -8329815.000000 Penalty: 5320.343750
	Iteration 32Q: 3 clusters Score -8329815 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42446 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -8329843.000000 Penalty: 5320.343750
	Iteration 33Q: 3 clusters Score -8329843 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -8329859.000000 Penalty: 5320.343750
	Iteration 34Q: 3 clusters Score -8329859 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -8329850.000000 Penalty: 5320.343750
	Iteration 35Q: 3 clusters Score -8329850 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42631 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -8329848.000000 Penalty: 5320.343750
	Iteration 36Q: 3 clusters Score -8329848 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -8329852.000000 Penalty: 5320.343750
	Iteration 37Q: 3 clusters Score -8329852 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -8329845.500000 Penalty: 5320.343750
	Iteration 38Q: 3 clusters Score -8329846 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42749 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -8329849.000000 Penalty: 5320.343750
	Iteration 39Q: 3 clusters Score -8329849 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42788 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -8329843.000000 Penalty: 5320.343750
	Iteration 40F: 3 clusters Score -8329843 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42813 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -8329853.500000 Penalty: 5320.343750
	Iteration 41Q: 3 clusters Score -8329854 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -8329861.500000 Penalty: 5320.343750
	Iteration 42Q: 3 clusters Score -8329862 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -8329860.500000 Penalty: 5320.343750
	Iteration 43Q: 3 clusters Score -8329860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -8329867.000000 Penalty: 5320.343750
	Iteration 44Q: 3 clusters Score -8329867 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -8329864.500000 Penalty: 5320.343750
	Iteration 45Q: 3 clusters Score -8329864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -8329863.000000 Penalty: 5320.343750
	Iteration 46Q: 3 clusters Score -8329863 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42971 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -8329850.000000 Penalty: 5320.343750
	Iteration 47Q: 3 clusters Score -8329850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42988 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -8329855.000000 Penalty: 5320.343750
	Iteration 48Q: 3 clusters Score -8329855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43001 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -8329856.500000 Penalty: 5320.343750
	Iteration 49Q: 3 clusters Score -8329856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -8329859.500000 Penalty: 5320.343750
	Iteration 50Q: 3 clusters Score -8329860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43025 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -8329847.000000 Penalty: 5320.343750
	Iteration 51Q: 3 clusters Score -8329847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43034 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -8329853.500000 Penalty: 5320.343750
	Iteration 52Q: 3 clusters Score -8329854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -8329856.500000 Penalty: 5320.343750
	Iteration 53Q: 3 clusters Score -8329856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43048 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -8329853.500000 Penalty: 5320.343750
	Iteration 54Q: 3 clusters Score -8329854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -8329841.000000 Penalty: 5320.343750
	Iteration 55Q: 3 clusters Score -8329841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -8329845.500000 Penalty: 5320.343750
	Iteration 56Q: 3 clusters Score -8329846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43073 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -8329832.500000 Penalty: 5320.343750
	Iteration 57Q: 3 clusters Score -8329832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43079 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -8329838.000000 Penalty: 5320.343750
	Iteration 58Q: 3 clusters Score -8329838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43084 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -8329836.500000 Penalty: 5320.343750
	Iteration 59Q: 3 clusters Score -8329836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43089 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -8329833.000000 Penalty: 5320.343750
	Iteration 60F: 3 clusters Score -8329833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -8329832.000000 Penalty: 5320.343750
	Iteration 61Q: 3 clusters Score -8329832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -8329829.500000 Penalty: 5320.343750
	Iteration 62Q: 3 clusters Score -8329830 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -8329835.500000 Penalty: 5320.343750
	Iteration 63Q: 3 clusters Score -8329836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -8329830.000000 Penalty: 5320.343750
	Iteration 64Q: 3 clusters Score -8329830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -8329825.000000 Penalty: 5320.343750
	Iteration 65Q: 3 clusters Score -8329825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -8329833.000000 Penalty: 5320.343750
	Iteration 66Q: 3 clusters Score -8329833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43136 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -8329834.500000 Penalty: 5320.343750
	Iteration 67Q: 3 clusters Score -8329834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -8329827.500000 Penalty: 5320.343750
	Iteration 68Q: 3 clusters Score -8329828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -8329830.000000 Penalty: 5320.343750
	Iteration 69Q: 3 clusters Score -8329830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -8329830.000000 Penalty: 5320.343750
	Iteration 70F: 3 clusters Score -8329830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Entering Unmasked Estep 
Score: -380522.187500 Penalty: 1913.350708
	Iteration 0F: 2 clusters Score -380522.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -377789.812500 Penalty: 3826.701416
	Iteration 0F: 3 clusters Score -377789.8 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -378507.812500 Penalty: 3826.701416
	Iteration 1F: 3 clusters Score -378507.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -378804.000000 Penalty: 3826.701416
	Iteration 2F: 3 clusters Score -378804 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -379006.312500 Penalty: 3826.701416
	Iteration 3F: 3 clusters Score -379006.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -379139.562500 Penalty: 3826.701416
	Iteration 4F: 3 clusters Score -379139.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -379247.500000 Penalty: 3826.701416
	Iteration 5Q: 3 clusters Score -379247.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -379336.968750 Penalty: 3826.701416
	Iteration 6Q: 3 clusters Score -379337 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -379399.218750 Penalty: 3826.701416
	Iteration 7Q: 3 clusters Score -379399.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -379431.750000 Penalty: 3826.701416
	Iteration 8Q: 3 clusters Score -379431.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -379456.093750 Penalty: 3826.701416
	Iteration 9Q: 3 clusters Score -379456.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -379473.593750 Penalty: 3826.701416
	Iteration 10Q: 3 clusters Score -379473.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -379491.781250 Penalty: 3826.701416
	Iteration 11Q: 3 clusters Score -379491.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -379508.218750 Penalty: 3826.701416
	Iteration 12Q: 3 clusters Score -379508.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -379513.406250 Penalty: 3826.701416
	Iteration 13Q: 3 clusters Score -379513.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -379518.125000 Penalty: 3826.701416
	Iteration 14Q: 3 clusters Score -379518.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -379522.000000 Penalty: 3826.701416
	Iteration 15Q: 3 clusters Score -379522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -379525.031250 Penalty: 3826.701416
	Iteration 16Q: 3 clusters Score -379525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -379527.656250 Penalty: 3826.701416
	Iteration 17Q: 3 clusters Score -379527.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -379529.687500 Penalty: 3826.701416
	Iteration 18Q: 3 clusters Score -379529.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -379534.687500 Penalty: 3826.701416
	Iteration 19Q: 3 clusters Score -379534.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -379542.562500 Penalty: 3826.701416
	Iteration 20F: 3 clusters Score -379542.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -379544.093750 Penalty: 3826.701416
	Iteration 21Q: 3 clusters Score -379544.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -379545.468750 Penalty: 3826.701416
	Iteration 22Q: 3 clusters Score -379545.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -379545.656250 Penalty: 3826.701416
	Iteration 23Q: 3 clusters Score -379545.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -379545.656250 Penalty: 3826.701416
	Iteration 24F: 3 clusters Score -379545.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (53883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53883 members 
Entering Unmasked Estep 
Score: -9760087.000000 Penalty: 2701.853516
	Iteration 0F: 2 clusters Score -9760087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26843 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -9726177.000000 Penalty: 5403.707031
	Iteration 0F: 3 clusters Score -9726177 nChanged 24692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -9740119.000000 Penalty: 5403.707031
	Iteration 1F: 3 clusters Score -9740119 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -9740656.000000 Penalty: 5403.707031
	Iteration 2Q: 3 clusters Score -9740656 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 28730 members 
Entering Unmasked Estep 
Score: -9741391.000000 Penalty: 5403.707031
	Iteration 3Q: 3 clusters Score -9741391 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -9742315.000000 Penalty: 5403.707031
	Iteration 4Q: 3 clusters Score -9742315 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
Score: -9743558.000000 Penalty: 5403.707031
	Iteration 5Q: 3 clusters Score -9743558 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -9745091.000000 Penalty: 5403.707031
	Iteration 6Q: 3 clusters Score -9745091 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 33642 members 
Entering Unmasked Estep 
Score: -9746771.000000 Penalty: 5403.707031
	Iteration 7Q: 3 clusters Score -9746771 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -9748423.000000 Penalty: 5403.707031
	Iteration 8Q: 3 clusters Score -9748423 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -9750047.000000 Penalty: 5403.707031
	Iteration 9Q: 3 clusters Score -9750047 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -9751281.000000 Penalty: 5403.707031
	Iteration 10Q: 3 clusters Score -9751281 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 40245 members 
Entering Unmasked Estep 
Score: -9752416.000000 Penalty: 5403.707031
	Iteration 11Q: 3 clusters Score -9752416 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 41883 members 
Entering Unmasked Estep 
Score: -9753381.000000 Penalty: 5403.707031
	Iteration 12Q: 3 clusters Score -9753381 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -9754195.000000 Penalty: 5403.707031
	Iteration 13Q: 3 clusters Score -9754195 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 44899 members 
Entering Unmasked Estep 
Score: -9754885.000000 Penalty: 5403.707031
	Iteration 14Q: 3 clusters Score -9754885 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 46141 members 
Entering Unmasked Estep 
Score: -9755460.000000 Penalty: 5403.707031
	Iteration 15Q: 3 clusters Score -9755460 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 47218 members 
Entering Unmasked Estep 
Score: -9755924.000000 Penalty: 5403.707031
	Iteration 16Q: 3 clusters Score -9755924 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 48181 members 
Entering Unmasked Estep 
Score: -9756373.000000 Penalty: 5403.707031
	Iteration 17Q: 3 clusters Score -9756373 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 49006 members 
Entering Unmasked Estep 
Score: -9756826.000000 Penalty: 5403.707031
	Iteration 18Q: 3 clusters Score -9756826 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 49676 members 
Entering Unmasked Estep 
Score: -9757091.000000 Penalty: 5403.707031
	Iteration 19Q: 3 clusters Score -9757091 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 50205 members 
Entering Unmasked Estep 
Score: -9757256.000000 Penalty: 5403.707031
	Iteration 20F: 3 clusters Score -9757256 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 50638 members 
Entering Unmasked Estep 
Score: -9757373.000000 Penalty: 5403.707031
	Iteration 21Q: 3 clusters Score -9757373 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 51000 members 
Entering Unmasked Estep 
Score: -9757487.000000 Penalty: 5403.707031
	Iteration 22Q: 3 clusters Score -9757487 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 51272 members 
Entering Unmasked Estep 
Score: -9757542.000000 Penalty: 5403.707031
	Iteration 23Q: 3 clusters Score -9757542 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 51481 members 
Entering Unmasked Estep 
Score: -9757623.000000 Penalty: 5403.707031
	Iteration 24Q: 3 clusters Score -9757623 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 51642 members 
Entering Unmasked Estep 
Score: -9757684.000000 Penalty: 5403.707031
	Iteration 25Q: 3 clusters Score -9757684 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 51788 members 
Entering Unmasked Estep 
Score: -9757754.000000 Penalty: 5403.707031
	Iteration 26Q: 3 clusters Score -9757754 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 51910 members 
Entering Unmasked Estep 
Score: -9757786.000000 Penalty: 5403.707031
	Iteration 27Q: 3 clusters Score -9757786 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 51999 members 
Entering Unmasked Estep 
Score: -9757827.000000 Penalty: 5403.707031
	Iteration 28Q: 3 clusters Score -9757827 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 52083 members 
Entering Unmasked Estep 
Score: -9757846.000000 Penalty: 5403.707031
	Iteration 29Q: 3 clusters Score -9757846 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 52140 members 
Entering Unmasked Estep 
Score: -9757862.000000 Penalty: 5403.707031
	Iteration 30Q: 3 clusters Score -9757862 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 52190 members 
Entering Unmasked Estep 
Score: -9757889.000000 Penalty: 5403.707031
	Iteration 31Q: 3 clusters Score -9757889 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 52233 members 
Entering Unmasked Estep 
Score: -9757883.000000 Penalty: 5403.707031
	Iteration 32Q: 3 clusters Score -9757883 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 52275 members 
Entering Unmasked Estep 
Score: -9757897.000000 Penalty: 5403.707031
	Iteration 33Q: 3 clusters Score -9757897 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 52307 members 
Entering Unmasked Estep 
Score: -9757910.000000 Penalty: 5403.707031
	Iteration 34Q: 3 clusters Score -9757910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 52336 members 
Entering Unmasked Estep 
Score: -9757905.000000 Penalty: 5403.707031
	Iteration 35Q: 3 clusters Score -9757905 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 52368 members 
Entering Unmasked Estep 
Score: -9757908.000000 Penalty: 5403.707031
	Iteration 36Q: 3 clusters Score -9757908 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 52387 members 
Entering Unmasked Estep 
Score: -9757912.000000 Penalty: 5403.707031
	Iteration 37Q: 3 clusters Score -9757912 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 52407 members 
Entering Unmasked Estep 
Score: -9757910.000000 Penalty: 5403.707031
	Iteration 38Q: 3 clusters Score -9757910 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 52426 members 
Entering Unmasked Estep 
Score: -9757911.000000 Penalty: 5403.707031
	Iteration 39Q: 3 clusters Score -9757911 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 52446 members 
Entering Unmasked Estep 
Score: -9757931.000000 Penalty: 5403.707031
	Iteration 40F: 3 clusters Score -9757931 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 52460 members 
Entering Unmasked Estep 
Score: -9757939.000000 Penalty: 5403.707031
	Iteration 41Q: 3 clusters Score -9757939 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 52482 members 
Entering Unmasked Estep 
Score: -9757949.000000 Penalty: 5403.707031
	Iteration 42Q: 3 clusters Score -9757949 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 52505 members 
Entering Unmasked Estep 
Score: -9757959.000000 Penalty: 5403.707031
	Iteration 43Q: 3 clusters Score -9757959 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 52519 members 
Entering Unmasked Estep 
Score: -9757969.000000 Penalty: 5403.707031
	Iteration 44Q: 3 clusters Score -9757969 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 52530 members 
Entering Unmasked Estep 
Score: -9757984.000000 Penalty: 5403.707031
	Iteration 45Q: 3 clusters Score -9757984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 52537 members 
Entering Unmasked Estep 
Score: -9757992.000000 Penalty: 5403.707031
	Iteration 46Q: 3 clusters Score -9757992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 52548 members 
Entering Unmasked Estep 
Score: -9757991.000000 Penalty: 5403.707031
	Iteration 47Q: 3 clusters Score -9757991 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 52555 members 
Entering Unmasked Estep 
Score: -9757985.000000 Penalty: 5403.707031
	Iteration 48Q: 3 clusters Score -9757985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 52560 members 
Entering Unmasked Estep 
Score: -9757991.000000 Penalty: 5403.707031
	Iteration 49Q: 3 clusters Score -9757991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 52569 members 
Entering Unmasked Estep 
Score: -9758007.000000 Penalty: 5403.707031
	Iteration 50Q: 3 clusters Score -9758007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 52576 members 
Entering Unmasked Estep 
Score: -9758005.000000 Penalty: 5403.707031
	Iteration 51Q: 3 clusters Score -9758005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 52579 members 
Entering Unmasked Estep 
Score: -9758005.000000 Penalty: 5403.707031
	Iteration 52Q: 3 clusters Score -9758005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 52584 members 
Entering Unmasked Estep 
Score: -9758001.000000 Penalty: 5403.707031
	Iteration 53Q: 3 clusters Score -9758001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 52591 members 
Entering Unmasked Estep 
Score: -9758004.000000 Penalty: 5403.707031
	Iteration 54Q: 3 clusters Score -9758004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 52598 members 
Entering Unmasked Estep 
Score: -9758005.000000 Penalty: 5403.707031
	Iteration 55Q: 3 clusters Score -9758005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 52602 members 
Entering Unmasked Estep 
Score: -9758020.000000 Penalty: 5403.707031
	Iteration 56Q: 3 clusters Score -9758020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 52612 members 
Entering Unmasked Estep 
Score: -9758031.000000 Penalty: 5403.707031
	Iteration 57Q: 3 clusters Score -9758031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 52620 members 
Entering Unmasked Estep 
Score: -9758038.000000 Penalty: 5403.707031
	Iteration 58Q: 3 clusters Score -9758038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 52625 members 
Entering Unmasked Estep 
Score: -9758033.000000 Penalty: 5403.707031
	Iteration 59Q: 3 clusters Score -9758033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 52629 members 
Entering Unmasked Estep 
Score: -9758036.000000 Penalty: 5403.707031
	Iteration 60F: 3 clusters Score -9758036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 52631 members 
Entering Unmasked Estep 
Score: -9758038.000000 Penalty: 5403.707031
	Iteration 61Q: 3 clusters Score -9758038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 52636 members 
Entering Unmasked Estep 
Score: -9758042.000000 Penalty: 5403.707031
	Iteration 62Q: 3 clusters Score -9758042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 52637 members 
Entering Unmasked Estep 
Score: -9758047.000000 Penalty: 5403.707031
	Iteration 63Q: 3 clusters Score -9758047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 52645 members 
Entering Unmasked Estep 
Score: -9758044.000000 Penalty: 5403.707031
	Iteration 64Q: 3 clusters Score -9758044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 52650 members 
Entering Unmasked Estep 
Score: -9758041.000000 Penalty: 5403.707031
	Iteration 65Q: 3 clusters Score -9758041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 52649 members 
Entering Unmasked Estep 
Score: -9758045.000000 Penalty: 5403.707031
	Iteration 66Q: 3 clusters Score -9758045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 52650 members 
Entering Unmasked Estep 
Score: -9758041.000000 Penalty: 5403.707031
	Iteration 67Q: 3 clusters Score -9758041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 52651 members 
Entering Unmasked Estep 
Score: -9758042.000000 Penalty: 5403.707031
	Iteration 68Q: 3 clusters Score -9758042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 52654 members 
Entering Unmasked Estep 
Score: -9758049.000000 Penalty: 5403.707031
	Iteration 69Q: 3 clusters Score -9758049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 52655 members 
Entering Unmasked Estep 
Score: -9758050.000000 Penalty: 5403.707031
	Iteration 70Q: 3 clusters Score -9758050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 52655 members 
Entering Unmasked Estep 
Score: -9758050.000000 Penalty: 5403.707031
	Iteration 71F: 3 clusters Score -9758050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -160063.078125 Penalty: 1699.093872
	Iteration 0F: 2 clusters Score -160063.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -158227.000000 Penalty: 3398.187744
	Iteration 0F: 3 clusters Score -158227 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -158663.234375 Penalty: 3398.187744
	Iteration 1F: 3 clusters Score -158663.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -158834.843750 Penalty: 3398.187744
	Iteration 2F: 3 clusters Score -158834.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -158989.093750 Penalty: 3398.187744
	Iteration 3F: 3 clusters Score -158989.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -159079.859375 Penalty: 3398.187744
	Iteration 4Q: 3 clusters Score -159079.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -159151.171875 Penalty: 3398.187744
	Iteration 5Q: 3 clusters Score -159151.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -159216.625000 Penalty: 3398.187744
	Iteration 6Q: 3 clusters Score -159216.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -159262.390625 Penalty: 3398.187744
	Iteration 7Q: 3 clusters Score -159262.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -159312.937500 Penalty: 3398.187744
	Iteration 8Q: 3 clusters Score -159312.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -159332.500000 Penalty: 3398.187744
	Iteration 9Q: 3 clusters Score -159332.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -159339.687500 Penalty: 3398.187744
	Iteration 10Q: 3 clusters Score -159339.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -159341.234375 Penalty: 3398.187744
	Iteration 11Q: 3 clusters Score -159341.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -159346.796875 Penalty: 3398.187744
	Iteration 12Q: 3 clusters Score -159346.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -159346.796875 Penalty: 3398.187744
	Iteration 13F: 3 clusters Score -159346.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Entering Unmasked Estep 
Score: -108428.640625 Penalty: 1597.750000
	Iteration 0F: 2 clusters Score -108428.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -106792.039062 Penalty: 3195.500000
	Iteration 0F: 3 clusters Score -106792 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -106996.078125 Penalty: 3195.500000
	Iteration 1F: 3 clusters Score -106996.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -107063.937500 Penalty: 3195.500000
	Iteration 2F: 3 clusters Score -107063.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -107106.570312 Penalty: 3195.500000
	Iteration 3Q: 3 clusters Score -107106.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -107121.859375 Penalty: 3195.500000
	Iteration 4Q: 3 clusters Score -107121.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -107131.531250 Penalty: 3195.500000
	Iteration 5Q: 3 clusters Score -107131.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -107136.312500 Penalty: 3195.500000
	Iteration 6Q: 3 clusters Score -107136.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -107139.859375 Penalty: 3195.500000
	Iteration 7Q: 3 clusters Score -107139.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -107141.210938 Penalty: 3195.500000
	Iteration 8Q: 3 clusters Score -107141.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -107141.210938 Penalty: 3195.500000
	Iteration 9F: 3 clusters Score -107141.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Entering Unmasked Estep 
Score: -8158441.500000 Penalty: 2654.159180
	Iteration 0F: 2 clusters Score -8158442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -8130118.000000 Penalty: 5308.318359
	Iteration 0F: 3 clusters Score -8130118 nChanged 20498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -8141570.000000 Penalty: 5308.318359
	Iteration 1F: 3 clusters Score -8141570 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -8142164.500000 Penalty: 5308.318359
	Iteration 2Q: 3 clusters Score -8142164 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24488 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -8142931.000000 Penalty: 5308.318359
	Iteration 3Q: 3 clusters Score -8142931 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -8144013.000000 Penalty: 5308.318359
	Iteration 4F: 3 clusters Score -8144013 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -8145742.000000 Penalty: 5308.318359
	Iteration 5F: 3 clusters Score -8145742 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -8148209.000000 Penalty: 5308.318359
	Iteration 6F: 3 clusters Score -8148209 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33004 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -8151136.000000 Penalty: 5308.318359
	Iteration 7F: 3 clusters Score -8151136 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -8154349.500000 Penalty: 5308.318359
	Iteration 8F: 3 clusters Score -8154350 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -8156715.500000 Penalty: 5308.318359
	Iteration 9Q: 3 clusters Score -8156716 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -8157689.000000 Penalty: 5308.318359
	Iteration 10Q: 3 clusters Score -8157689 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -8158026.500000 Penalty: 5308.318359
	Iteration 11Q: 3 clusters Score -8158026 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39264 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -8158182.000000 Penalty: 5308.318359
	Iteration 12Q: 3 clusters Score -8158182 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -8158247.500000 Penalty: 5308.318359
	Iteration 13Q: 3 clusters Score -8158248 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39916 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -8158281.500000 Penalty: 5308.318359
	Iteration 14Q: 3 clusters Score -8158282 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -8158317.000000 Penalty: 5308.318359
	Iteration 15Q: 3 clusters Score -8158317 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -8158348.000000 Penalty: 5308.318359
	Iteration 16Q: 3 clusters Score -8158348 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -8158348.500000 Penalty: 5308.318359
	Iteration 17Q: 3 clusters Score -8158348 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -8158343.500000 Penalty: 5308.318359
	Iteration 18Q: 3 clusters Score -8158344 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40918 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -8158367.000000 Penalty: 5308.318359
	Iteration 19Q: 3 clusters Score -8158367 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -8158350.500000 Penalty: 5308.318359
	Iteration 20F: 3 clusters Score -8158350 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41159 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -8158339.500000 Penalty: 5308.318359
	Iteration 21Q: 3 clusters Score -8158340 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41253 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -8158334.500000 Penalty: 5308.318359
	Iteration 22Q: 3 clusters Score -8158334 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -8158302.500000 Penalty: 5308.318359
	Iteration 23Q: 3 clusters Score -8158302 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41413 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -8158289.500000 Penalty: 5308.318359
	Iteration 24Q: 3 clusters Score -8158290 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41482 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -8158292.000000 Penalty: 5308.318359
	Iteration 25Q: 3 clusters Score -8158292 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -8158283.000000 Penalty: 5308.318359
	Iteration 26Q: 3 clusters Score -8158283 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -8158262.000000 Penalty: 5308.318359
	Iteration 27Q: 3 clusters Score -8158262 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -8158246.000000 Penalty: 5308.318359
	Iteration 28Q: 3 clusters Score -8158246 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -8158247.500000 Penalty: 5308.318359
	Iteration 29Q: 3 clusters Score -8158248 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41804 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -8158246.000000 Penalty: 5308.318359
	Iteration 30Q: 3 clusters Score -8158246 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -8158227.500000 Penalty: 5308.318359
	Iteration 31Q: 3 clusters Score -8158228 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41898 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -8158221.000000 Penalty: 5308.318359
	Iteration 32Q: 3 clusters Score -8158221 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41939 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -8158221.000000 Penalty: 5308.318359
	Iteration 33Q: 3 clusters Score -8158221 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41970 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -8158214.500000 Penalty: 5308.318359
	Iteration 34Q: 3 clusters Score -8158214 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -8158219.000000 Penalty: 5308.318359
	Iteration 35Q: 3 clusters Score -8158219 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -8158211.500000 Penalty: 5308.318359
	Iteration 36Q: 3 clusters Score -8158212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -8158198.000000 Penalty: 5308.318359
	Iteration 37Q: 3 clusters Score -8158198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42060 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -8158186.500000 Penalty: 5308.318359
	Iteration 38Q: 3 clusters Score -8158186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -8158178.000000 Penalty: 5308.318359
	Iteration 39Q: 3 clusters Score -8158178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -8158156.500000 Penalty: 5308.318359
	Iteration 40F: 3 clusters Score -8158156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42125 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -8158149.000000 Penalty: 5308.318359
	Iteration 41Q: 3 clusters Score -8158149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42138 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -8158142.500000 Penalty: 5308.318359
	Iteration 42Q: 3 clusters Score -8158142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -8158142.000000 Penalty: 5308.318359
	Iteration 43Q: 3 clusters Score -8158142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -8158139.000000 Penalty: 5308.318359
	Iteration 44Q: 3 clusters Score -8158139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42186 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -8158145.500000 Penalty: 5308.318359
	Iteration 45Q: 3 clusters Score -8158146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -8158146.500000 Penalty: 5308.318359
	Iteration 46Q: 3 clusters Score -8158146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -8158136.500000 Penalty: 5308.318359
	Iteration 47Q: 3 clusters Score -8158136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42227 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -8158141.500000 Penalty: 5308.318359
	Iteration 48Q: 3 clusters Score -8158142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -8158129.500000 Penalty: 5308.318359
	Iteration 49Q: 3 clusters Score -8158130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42247 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -8158127.500000 Penalty: 5308.318359
	Iteration 50Q: 3 clusters Score -8158128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -8158124.000000 Penalty: 5308.318359
	Iteration 51Q: 3 clusters Score -8158124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42267 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -8158119.500000 Penalty: 5308.318359
	Iteration 52Q: 3 clusters Score -8158120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42279 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -8158107.000000 Penalty: 5308.318359
	Iteration 53Q: 3 clusters Score -8158107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -8158112.500000 Penalty: 5308.318359
	Iteration 54Q: 3 clusters Score -8158112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -8158117.000000 Penalty: 5308.318359
	Iteration 55Q: 3 clusters Score -8158117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42292 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -8158116.500000 Penalty: 5308.318359
	Iteration 56Q: 3 clusters Score -8158116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -8158108.500000 Penalty: 5308.318359
	Iteration 57Q: 3 clusters Score -8158108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -8158106.500000 Penalty: 5308.318359
	Iteration 58Q: 3 clusters Score -8158106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42299 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -8158106.000000 Penalty: 5308.318359
	Iteration 59Q: 3 clusters Score -8158106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42299 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -8158106.000000 Penalty: 5308.318359
	Iteration 60F: 3 clusters Score -8158106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Entering Unmasked Estep 
Score: -8454755.000000 Penalty: 2662.556396
	Iteration 0F: 2 clusters Score -8454755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -8425876.000000 Penalty: 5325.112793
	Iteration 0F: 3 clusters Score -8425876 nChanged 21124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -8437419.000000 Penalty: 5325.112793
	Iteration 1F: 3 clusters Score -8437419 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -8438096.000000 Penalty: 5325.112793
	Iteration 2Q: 3 clusters Score -8438096 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -8438757.000000 Penalty: 5325.112793
	Iteration 3Q: 3 clusters Score -8438757 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -8439757.000000 Penalty: 5325.112793
	Iteration 4Q: 3 clusters Score -8439757 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -8441451.000000 Penalty: 5325.112793
	Iteration 5F: 3 clusters Score -8441451 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 34862 members 
Entering Unmasked Estep 
Score: -8444006.000000 Penalty: 5325.112793
	Iteration 6F: 3 clusters Score -8444006 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -8447314.000000 Penalty: 5325.112793
	Iteration 7F: 3 clusters Score -8447314 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 42080 members 
Entering Unmasked Estep 
Score: -8450268.000000 Penalty: 5325.112793
	Iteration 8F: 3 clusters Score -8450268 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -8451651.000000 Penalty: 5325.112793
	Iteration 9Q: 3 clusters Score -8451651 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -8452068.000000 Penalty: 5325.112793
	Iteration 10Q: 3 clusters Score -8452068 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -8452236.000000 Penalty: 5325.112793
	Iteration 11Q: 3 clusters Score -8452236 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 45695 members 
Entering Unmasked Estep 
Score: -8452318.000000 Penalty: 5325.112793
	Iteration 12Q: 3 clusters Score -8452318 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 45743 members 
Entering Unmasked Estep 
Score: -8452378.000000 Penalty: 5325.112793
	Iteration 13Q: 3 clusters Score -8452378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 45756 members 
Entering Unmasked Estep 
Score: -8452412.000000 Penalty: 5325.112793
	Iteration 14Q: 3 clusters Score -8452412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -8452435.000000 Penalty: 5325.112793
	Iteration 15Q: 3 clusters Score -8452435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 45772 members 
Entering Unmasked Estep 
Score: -8452441.000000 Penalty: 5325.112793
	Iteration 16Q: 3 clusters Score -8452441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 45774 members 
Entering Unmasked Estep 
Score: -8452456.000000 Penalty: 5325.112793
	Iteration 17Q: 3 clusters Score -8452456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 45774 members 
Entering Unmasked Estep 
Score: -8452471.000000 Penalty: 5325.112793
	Iteration 18Q: 3 clusters Score -8452471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 45779 members 
Entering Unmasked Estep 
Score: -8452474.000000 Penalty: 5325.112793
	Iteration 19Q: 3 clusters Score -8452474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 45782 members 
Entering Unmasked Estep 
Score: -8452489.000000 Penalty: 5325.112793
	Iteration 20F: 3 clusters Score -8452489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -8452489.000000 Penalty: 5325.112793
	Iteration 21Q: 3 clusters Score -8452489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 45786 members 
Entering Unmasked Estep 
Score: -8452495.000000 Penalty: 5325.112793
	Iteration 22Q: 3 clusters Score -8452495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 45786 members 
Entering Unmasked Estep 
Score: -8452497.000000 Penalty: 5325.112793
	Iteration 23Q: 3 clusters Score -8452497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 45786 members 
Entering Unmasked Estep 
Score: -8452502.000000 Penalty: 5325.112793
	Iteration 24Q: 3 clusters Score -8452502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 45788 members 
Entering Unmasked Estep 
Score: -8452506.000000 Penalty: 5325.112793
	Iteration 25Q: 3 clusters Score -8452506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 45786 members 
Entering Unmasked Estep 
Score: -8452508.000000 Penalty: 5325.112793
	Iteration 26Q: 3 clusters Score -8452508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 45786 members 
Entering Unmasked Estep 
Score: -8452508.000000 Penalty: 5325.112793
	Iteration 27F: 3 clusters Score -8452508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Entering Unmasked Estep 
Score: -4407341.500000 Penalty: 2509.512695
	Iteration 0F: 2 clusters Score -4407342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -4390272.000000 Penalty: 5019.025391
	Iteration 0F: 3 clusters Score -4390272 nChanged 11022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -4395931.500000 Penalty: 5019.025391
	Iteration 1F: 3 clusters Score -4395932 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -4396328.500000 Penalty: 5019.025391
	Iteration 2Q: 3 clusters Score -4396328 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -4396664.000000 Penalty: 5019.025391
	Iteration 3Q: 3 clusters Score -4396664 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -4396908.000000 Penalty: 5019.025391
	Iteration 4Q: 3 clusters Score -4396908 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -4397131.500000 Penalty: 5019.025391
	Iteration 5Q: 3 clusters Score -4397132 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 12644 members 
Entering Unmasked Estep 
Score: -4397345.500000 Penalty: 5019.025391
	Iteration 6Q: 3 clusters Score -4397346 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -4397528.000000 Penalty: 5019.025391
	Iteration 7Q: 3 clusters Score -4397528 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -4397725.500000 Penalty: 5019.025391
	Iteration 8Q: 3 clusters Score -4397726 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -4397927.000000 Penalty: 5019.025391
	Iteration 9Q: 3 clusters Score -4397927 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -4398107.500000 Penalty: 5019.025391
	Iteration 10Q: 3 clusters Score -4398108 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -4398282.500000 Penalty: 5019.025391
	Iteration 11Q: 3 clusters Score -4398282 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -4398451.000000 Penalty: 5019.025391
	Iteration 12Q: 3 clusters Score -4398451 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -4398599.000000 Penalty: 5019.025391
	Iteration 13Q: 3 clusters Score -4398599 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -4398744.000000 Penalty: 5019.025391
	Iteration 14Q: 3 clusters Score -4398744 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -4398912.500000 Penalty: 5019.025391
	Iteration 15Q: 3 clusters Score -4398912 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -4399073.000000 Penalty: 5019.025391
	Iteration 16Q: 3 clusters Score -4399073 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -4399295.000000 Penalty: 5019.025391
	Iteration 17Q: 3 clusters Score -4399295 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -4399579.000000 Penalty: 5019.025391
	Iteration 18Q: 3 clusters Score -4399579 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -4399894.000000 Penalty: 5019.025391
	Iteration 19Q: 3 clusters Score -4399894 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 17261 members 
Entering Unmasked Estep 
Score: -4400332.000000 Penalty: 5019.025391
	Iteration 20F: 3 clusters Score -4400332 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -4400830.500000 Penalty: 5019.025391
	Iteration 21Q: 3 clusters Score -4400830 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -4401392.000000 Penalty: 5019.025391
	Iteration 22Q: 3 clusters Score -4401392 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -4401922.000000 Penalty: 5019.025391
	Iteration 23Q: 3 clusters Score -4401922 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -4402408.000000 Penalty: 5019.025391
	Iteration 24Q: 3 clusters Score -4402408 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -4402829.000000 Penalty: 5019.025391
	Iteration 25Q: 3 clusters Score -4402829 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -4403243.500000 Penalty: 5019.025391
	Iteration 26Q: 3 clusters Score -4403244 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -4403556.000000 Penalty: 5019.025391
	Iteration 27Q: 3 clusters Score -4403556 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -4403838.000000 Penalty: 5019.025391
	Iteration 28Q: 3 clusters Score -4403838 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -4404023.000000 Penalty: 5019.025391
	Iteration 29Q: 3 clusters Score -4404023 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -4404171.500000 Penalty: 5019.025391
	Iteration 30Q: 3 clusters Score -4404172 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -4404305.000000 Penalty: 5019.025391
	Iteration 31Q: 3 clusters Score -4404305 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -4404417.500000 Penalty: 5019.025391
	Iteration 32Q: 3 clusters Score -4404418 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -4404519.000000 Penalty: 5019.025391
	Iteration 33Q: 3 clusters Score -4404519 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -4404589.000000 Penalty: 5019.025391
	Iteration 34Q: 3 clusters Score -4404589 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -4404649.500000 Penalty: 5019.025391
	Iteration 35Q: 3 clusters Score -4404650 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -4404704.500000 Penalty: 5019.025391
	Iteration 36Q: 3 clusters Score -4404704 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -4404740.000000 Penalty: 5019.025391
	Iteration 37Q: 3 clusters Score -4404740 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -4404792.500000 Penalty: 5019.025391
	Iteration 38Q: 3 clusters Score -4404792 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -4404836.500000 Penalty: 5019.025391
	Iteration 39Q: 3 clusters Score -4404836 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 23895 members 
Entering Unmasked Estep 
Score: -4404888.500000 Penalty: 5019.025391
	Iteration 40F: 3 clusters Score -4404888 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -4404914.000000 Penalty: 5019.025391
	Iteration 41Q: 3 clusters Score -4404914 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 24006 members 
Entering Unmasked Estep 
Score: -4404966.000000 Penalty: 5019.025391
	Iteration 42Q: 3 clusters Score -4404966 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -4405002.000000 Penalty: 5019.025391
	Iteration 43Q: 3 clusters Score -4405002 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -4405034.000000 Penalty: 5019.025391
	Iteration 44Q: 3 clusters Score -4405034 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -4405077.500000 Penalty: 5019.025391
	Iteration 45Q: 3 clusters Score -4405078 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -4405099.500000 Penalty: 5019.025391
	Iteration 46Q: 3 clusters Score -4405100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -4405103.500000 Penalty: 5019.025391
	Iteration 47Q: 3 clusters Score -4405104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -4405104.500000 Penalty: 5019.025391
	Iteration 48Q: 3 clusters Score -4405104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -4405112.500000 Penalty: 5019.025391
	Iteration 49Q: 3 clusters Score -4405112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -4405120.000000 Penalty: 5019.025391
	Iteration 50Q: 3 clusters Score -4405120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -4405123.000000 Penalty: 5019.025391
	Iteration 51Q: 3 clusters Score -4405123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -4405125.500000 Penalty: 5019.025391
	Iteration 52Q: 3 clusters Score -4405126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -4405132.500000 Penalty: 5019.025391
	Iteration 53Q: 3 clusters Score -4405132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -4405135.000000 Penalty: 5019.025391
	Iteration 54Q: 3 clusters Score -4405135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -4405135.000000 Penalty: 5019.025391
	Iteration 55Q: 3 clusters Score -4405135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -4405133.500000 Penalty: 5019.025391
	Iteration 56Q: 3 clusters Score -4405134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -4405134.500000 Penalty: 5019.025391
	Iteration 57Q: 3 clusters Score -4405134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -4405138.500000 Penalty: 5019.025391
	Iteration 58Q: 3 clusters Score -4405138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -4405139.500000 Penalty: 5019.025391
	Iteration 59Q: 3 clusters Score -4405140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -4405145.000000 Penalty: 5019.025391
	Iteration 60F: 3 clusters Score -4405145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -4405141.500000 Penalty: 5019.025391
	Iteration 61Q: 3 clusters Score -4405142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -4405147.000000 Penalty: 5019.025391
	Iteration 62Q: 3 clusters Score -4405147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -4405146.500000 Penalty: 5019.025391
	Iteration 63Q: 3 clusters Score -4405146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -4405151.500000 Penalty: 5019.025391
	Iteration 64Q: 3 clusters Score -4405152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -4405153.500000 Penalty: 5019.025391
	Iteration 65Q: 3 clusters Score -4405154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -4405160.500000 Penalty: 5019.025391
	Iteration 66Q: 3 clusters Score -4405160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -4405159.000000 Penalty: 5019.025391
	Iteration 67Q: 3 clusters Score -4405159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -4405166.000000 Penalty: 5019.025391
	Iteration 68Q: 3 clusters Score -4405166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 24327 members 
Entering Unmasked Estep 
Score: -4405174.000000 Penalty: 5019.025391
	Iteration 69Q: 3 clusters Score -4405174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -4405181.500000 Penalty: 5019.025391
	Iteration 70Q: 3 clusters Score -4405182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -4405187.500000 Penalty: 5019.025391
	Iteration 71Q: 3 clusters Score -4405188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -4405200.000000 Penalty: 5019.025391
	Iteration 72Q: 3 clusters Score -4405200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -4405199.500000 Penalty: 5019.025391
	Iteration 73Q: 3 clusters Score -4405200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -4405203.000000 Penalty: 5019.025391
	Iteration 74Q: 3 clusters Score -4405203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -4405204.000000 Penalty: 5019.025391
	Iteration 75Q: 3 clusters Score -4405204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -4405207.000000 Penalty: 5019.025391
	Iteration 76Q: 3 clusters Score -4405207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -4405207.500000 Penalty: 5019.025391
	Iteration 77Q: 3 clusters Score -4405208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -4405209.500000 Penalty: 5019.025391
	Iteration 78Q: 3 clusters Score -4405210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -4405209.500000 Penalty: 5019.025391
	Iteration 79F: 3 clusters Score -4405210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (46690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46690 members 
Entering Unmasked Estep 
Score: -8621059.000000 Penalty: 2666.318848
	Iteration 0F: 2 clusters Score -8621059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -8591726.000000 Penalty: 5332.637695
	Iteration 0F: 3 clusters Score -8591726 nChanged 21617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -8603911.000000 Penalty: 5332.637695
	Iteration 1F: 3 clusters Score -8603911 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -8604648.000000 Penalty: 5332.637695
	Iteration 2Q: 3 clusters Score -8604648 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -8605466.000000 Penalty: 5332.637695
	Iteration 3Q: 3 clusters Score -8605466 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -8606792.000000 Penalty: 5332.637695
	Iteration 4F: 3 clusters Score -8606792 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -8608811.000000 Penalty: 5332.637695
	Iteration 5F: 3 clusters Score -8608811 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 36439 members 
Entering Unmasked Estep 
Score: -8611841.000000 Penalty: 5332.637695
	Iteration 6F: 3 clusters Score -8611841 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -8615022.000000 Penalty: 5332.637695
	Iteration 7F: 3 clusters Score -8615022 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 42882 members 
Entering Unmasked Estep 
Score: -8617540.000000 Penalty: 5332.637695
	Iteration 8F: 3 clusters Score -8617540 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 44625 members 
Entering Unmasked Estep 
Score: -8618607.000000 Penalty: 5332.637695
	Iteration 9Q: 3 clusters Score -8618607 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -8619079.000000 Penalty: 5332.637695
	Iteration 10Q: 3 clusters Score -8619079 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 45827 members 
Entering Unmasked Estep 
Score: -8619302.000000 Penalty: 5332.637695
	Iteration 11Q: 3 clusters Score -8619302 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 45947 members 
Entering Unmasked Estep 
Score: -8619423.000000 Penalty: 5332.637695
	Iteration 12Q: 3 clusters Score -8619423 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 45990 members 
Entering Unmasked Estep 
Score: -8619466.000000 Penalty: 5332.637695
	Iteration 13Q: 3 clusters Score -8619466 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 46020 members 
Entering Unmasked Estep 
Score: -8619526.000000 Penalty: 5332.637695
	Iteration 14Q: 3 clusters Score -8619526 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
Score: -8619539.000000 Penalty: 5332.637695
	Iteration 15Q: 3 clusters Score -8619539 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 46036 members 
Entering Unmasked Estep 
Score: -8619556.000000 Penalty: 5332.637695
	Iteration 16Q: 3 clusters Score -8619556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -8619560.000000 Penalty: 5332.637695
	Iteration 17Q: 3 clusters Score -8619560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 46063 members 
Entering Unmasked Estep 
Score: -8619575.000000 Penalty: 5332.637695
	Iteration 18Q: 3 clusters Score -8619575 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -8619581.000000 Penalty: 5332.637695
	Iteration 19Q: 3 clusters Score -8619581 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 46076 members 
Entering Unmasked Estep 
Score: -8619588.000000 Penalty: 5332.637695
	Iteration 20F: 3 clusters Score -8619588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 46087 members 
Entering Unmasked Estep 
Score: -8619601.000000 Penalty: 5332.637695
	Iteration 21Q: 3 clusters Score -8619601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 46093 members 
Entering Unmasked Estep 
Score: -8619598.000000 Penalty: 5332.637695
	Iteration 22Q: 3 clusters Score -8619598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 46095 members 
Entering Unmasked Estep 
Score: -8619605.000000 Penalty: 5332.637695
	Iteration 23Q: 3 clusters Score -8619605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 46099 members 
Entering Unmasked Estep 
Score: -8619615.000000 Penalty: 5332.637695
	Iteration 24Q: 3 clusters Score -8619615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -8619620.000000 Penalty: 5332.637695
	Iteration 25Q: 3 clusters Score -8619620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -8619621.000000 Penalty: 5332.637695
	Iteration 26Q: 3 clusters Score -8619621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 46102 members 
Entering Unmasked Estep 
Score: -8619619.000000 Penalty: 5332.637695
	Iteration 27Q: 3 clusters Score -8619619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -8619616.000000 Penalty: 5332.637695
	Iteration 28Q: 3 clusters Score -8619616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -8619613.000000 Penalty: 5332.637695
	Iteration 29Q: 3 clusters Score -8619613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 46104 members 
Entering Unmasked Estep 
Score: -8619613.000000 Penalty: 5332.637695
	Iteration 30F: 3 clusters Score -8619613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (48470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48470 members 
Entering Unmasked Estep 
Score: -8848849.000000 Penalty: 2675.597656
	Iteration 0F: 2 clusters Score -8848849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -8818306.000000 Penalty: 5351.195312
	Iteration 0F: 3 clusters Score -8818306 nChanged 22291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24566 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -8830372.000000 Penalty: 5351.195312
	Iteration 1F: 3 clusters Score -8830372 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24777 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -8830877.000000 Penalty: 5351.195312
	Iteration 2Q: 3 clusters Score -8830877 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -8831509.000000 Penalty: 5351.195312
	Iteration 3Q: 3 clusters Score -8831509 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -8832304.000000 Penalty: 5351.195312
	Iteration 4Q: 3 clusters Score -8832304 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -8833255.000000 Penalty: 5351.195312
	Iteration 5Q: 3 clusters Score -8833255 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -8834446.000000 Penalty: 5351.195312
	Iteration 6Q: 3 clusters Score -8834446 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -8835833.000000 Penalty: 5351.195312
	Iteration 7Q: 3 clusters Score -8835833 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -8837500.000000 Penalty: 5351.195312
	Iteration 8F: 3 clusters Score -8837500 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -8839290.000000 Penalty: 5351.195312
	Iteration 9F: 3 clusters Score -8839290 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -8840942.000000 Penalty: 5351.195312
	Iteration 10F: 3 clusters Score -8840942 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -8842296.000000 Penalty: 5351.195312
	Iteration 11F: 3 clusters Score -8842296 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -8843281.000000 Penalty: 5351.195312
	Iteration 12Q: 3 clusters Score -8843281 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -8843926.000000 Penalty: 5351.195312
	Iteration 13Q: 3 clusters Score -8843926 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -8844341.000000 Penalty: 5351.195312
	Iteration 14Q: 3 clusters Score -8844341 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -8844679.000000 Penalty: 5351.195312
	Iteration 15Q: 3 clusters Score -8844679 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -8844984.000000 Penalty: 5351.195312
	Iteration 16Q: 3 clusters Score -8844984 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -8845310.000000 Penalty: 5351.195312
	Iteration 17Q: 3 clusters Score -8845310 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 27161 members 
Entering Unmasked Estep 
Score: -8845605.000000 Penalty: 5351.195312
	Iteration 18Q: 3 clusters Score -8845605 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -8845849.000000 Penalty: 5351.195312
	Iteration 19Q: 3 clusters Score -8845849 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -8846029.000000 Penalty: 5351.195312
	Iteration 20F: 3 clusters Score -8846029 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -8846243.000000 Penalty: 5351.195312
	Iteration 21Q: 3 clusters Score -8846243 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -8846391.000000 Penalty: 5351.195312
	Iteration 22Q: 3 clusters Score -8846391 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -8846474.000000 Penalty: 5351.195312
	Iteration 23Q: 3 clusters Score -8846474 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -8846647.000000 Penalty: 5351.195312
	Iteration 24Q: 3 clusters Score -8846647 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -8846746.000000 Penalty: 5351.195312
	Iteration 25Q: 3 clusters Score -8846746 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -8846865.000000 Penalty: 5351.195312
	Iteration 26Q: 3 clusters Score -8846865 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 31808 members 
Entering Unmasked Estep 
Score: -8846995.000000 Penalty: 5351.195312
	Iteration 27Q: 3 clusters Score -8846995 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -8847101.000000 Penalty: 5351.195312
	Iteration 28Q: 3 clusters Score -8847101 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -8847262.000000 Penalty: 5351.195312
	Iteration 29Q: 3 clusters Score -8847262 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -8847302.000000 Penalty: 5351.195312
	Iteration 30Q: 3 clusters Score -8847302 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -8847375.000000 Penalty: 5351.195312
	Iteration 31Q: 3 clusters Score -8847375 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -8847450.000000 Penalty: 5351.195312
	Iteration 32Q: 3 clusters Score -8847450 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -8847530.000000 Penalty: 5351.195312
	Iteration 33Q: 3 clusters Score -8847530 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -8847585.000000 Penalty: 5351.195312
	Iteration 34Q: 3 clusters Score -8847585 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -8847656.000000 Penalty: 5351.195312
	Iteration 35Q: 3 clusters Score -8847656 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -8847715.000000 Penalty: 5351.195312
	Iteration 36Q: 3 clusters Score -8847715 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -8847815.000000 Penalty: 5351.195312
	Iteration 37Q: 3 clusters Score -8847815 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
Score: -8847843.000000 Penalty: 5351.195312
	Iteration 38Q: 3 clusters Score -8847843 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -8847885.000000 Penalty: 5351.195312
	Iteration 39Q: 3 clusters Score -8847885 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -8847948.000000 Penalty: 5351.195312
	Iteration 40F: 3 clusters Score -8847948 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 36981 members 
Entering Unmasked Estep 
Score: -8848003.000000 Penalty: 5351.195312
	Iteration 41Q: 3 clusters Score -8848003 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -8848028.000000 Penalty: 5351.195312
	Iteration 42Q: 3 clusters Score -8848028 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 37409 members 
Entering Unmasked Estep 
Score: -8848024.000000 Penalty: 5351.195312
	Iteration 43Q: 3 clusters Score -8848024 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -8848061.000000 Penalty: 5351.195312
	Iteration 44Q: 3 clusters Score -8848061 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 37824 members 
Entering Unmasked Estep 
Score: -8848086.000000 Penalty: 5351.195312
	Iteration 45Q: 3 clusters Score -8848086 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -8848109.000000 Penalty: 5351.195312
	Iteration 46Q: 3 clusters Score -8848109 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -8848110.000000 Penalty: 5351.195312
	Iteration 47Q: 3 clusters Score -8848110 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 38462 members 
Entering Unmasked Estep 
Score: -8848141.000000 Penalty: 5351.195312
	Iteration 48Q: 3 clusters Score -8848141 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -8848173.000000 Penalty: 5351.195312
	Iteration 49Q: 3 clusters Score -8848173 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -8848202.000000 Penalty: 5351.195312
	Iteration 50Q: 3 clusters Score -8848202 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 39034 members 
Entering Unmasked Estep 
Score: -8848239.000000 Penalty: 5351.195312
	Iteration 51Q: 3 clusters Score -8848239 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 39204 members 
Entering Unmasked Estep 
Score: -8848231.000000 Penalty: 5351.195312
	Iteration 52Q: 3 clusters Score -8848231 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -8848259.000000 Penalty: 5351.195312
	Iteration 53Q: 3 clusters Score -8848259 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -8848290.000000 Penalty: 5351.195312
	Iteration 54Q: 3 clusters Score -8848290 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -8848317.000000 Penalty: 5351.195312
	Iteration 55Q: 3 clusters Score -8848317 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -8848311.000000 Penalty: 5351.195312
	Iteration 56Q: 3 clusters Score -8848311 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -8848312.000000 Penalty: 5351.195312
	Iteration 57Q: 3 clusters Score -8848312 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 39957 members 
Entering Unmasked Estep 
Score: -8848325.000000 Penalty: 5351.195312
	Iteration 58Q: 3 clusters Score -8848325 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 40059 members 
Entering Unmasked Estep 
Score: -8848330.000000 Penalty: 5351.195312
	Iteration 59Q: 3 clusters Score -8848330 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -8848328.000000 Penalty: 5351.195312
	Iteration 60F: 3 clusters Score -8848328 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 40251 members 
Entering Unmasked Estep 
Score: -8848309.000000 Penalty: 5351.195312
	Iteration 61Q: 3 clusters Score -8848309 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -8848297.000000 Penalty: 5351.195312
	Iteration 62Q: 3 clusters Score -8848297 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -8848316.000000 Penalty: 5351.195312
	Iteration 63Q: 3 clusters Score -8848316 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -8848321.000000 Penalty: 5351.195312
	Iteration 64Q: 3 clusters Score -8848321 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 40678 members 
Entering Unmasked Estep 
Score: -8848390.000000 Penalty: 5351.195312
	Iteration 65Q: 3 clusters Score -8848390 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -8848366.000000 Penalty: 5351.195312
	Iteration 66Q: 3 clusters Score -8848366 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -8848362.000000 Penalty: 5351.195312
	Iteration 67Q: 3 clusters Score -8848362 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 40995 members 
Entering Unmasked Estep 
Score: -8848364.000000 Penalty: 5351.195312
	Iteration 68Q: 3 clusters Score -8848364 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -8848364.000000 Penalty: 5351.195312
	Iteration 69Q: 3 clusters Score -8848364 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -8848365.000000 Penalty: 5351.195312
	Iteration 70Q: 3 clusters Score -8848365 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 41329 members 
Entering Unmasked Estep 
Score: -8848347.000000 Penalty: 5351.195312
	Iteration 71Q: 3 clusters Score -8848347 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -8848343.000000 Penalty: 5351.195312
	Iteration 72Q: 3 clusters Score -8848343 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
Score: -8848350.000000 Penalty: 5351.195312
	Iteration 73Q: 3 clusters Score -8848350 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -8848351.000000 Penalty: 5351.195312
	Iteration 74Q: 3 clusters Score -8848351 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -8848348.000000 Penalty: 5351.195312
	Iteration 75Q: 3 clusters Score -8848348 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
Score: -8848334.000000 Penalty: 5351.195312
	Iteration 76Q: 3 clusters Score -8848334 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 42240 members 
Entering Unmasked Estep 
Score: -8848337.000000 Penalty: 5351.195312
	Iteration 77Q: 3 clusters Score -8848337 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 42413 members 
Entering Unmasked Estep 
Score: -8848330.000000 Penalty: 5351.195312
	Iteration 78Q: 3 clusters Score -8848330 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -8848296.000000 Penalty: 5351.195312
	Iteration 79Q: 3 clusters Score -8848296 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 42773 members 
Entering Unmasked Estep 
Score: -8848277.000000 Penalty: 5351.195312
	Iteration 80F: 3 clusters Score -8848277 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 42979 members 
Entering Unmasked Estep 
Score: -8848257.000000 Penalty: 5351.195312
	Iteration 81Q: 3 clusters Score -8848257 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 43191 members 
Entering Unmasked Estep 
Score: -8848214.000000 Penalty: 5351.195312
	Iteration 82Q: 3 clusters Score -8848214 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -8848192.000000 Penalty: 5351.195312
	Iteration 83Q: 3 clusters Score -8848192 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -8848174.000000 Penalty: 5351.195312
	Iteration 84Q: 3 clusters Score -8848174 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -8848157.000000 Penalty: 5351.195312
	Iteration 85Q: 3 clusters Score -8848157 nChanged 170
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8848157 nChanged 167
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 44039 members 
Entering Unmasked Estep 
Score: -8848142.000000 Penalty: 5351.195312
	Iteration 87Q: 3 clusters Score -8848142 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 44202 members 
Entering Unmasked Estep 
Score: -8848121.000000 Penalty: 5351.195312
	Iteration 88Q: 3 clusters Score -8848121 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 44346 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8848120 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -8848116.000000 Penalty: 5351.195312
	Iteration 90Q: 3 clusters Score -8848116 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -8848090.000000 Penalty: 5351.195312
	Iteration 91Q: 3 clusters Score -8848090 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 44697 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8848103 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 44797 members 
Entering Unmasked Estep 
Score: -8848117.000000 Penalty: 5351.195312
	Iteration 93Q: 3 clusters Score -8848117 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -8848107.000000 Penalty: 5351.195312
	Iteration 94Q: 3 clusters Score -8848107 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 44971 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8848108 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 45036 members 
Entering Unmasked Estep 
Score: -8848085.000000 Penalty: 5351.195312
	Iteration 96Q: 3 clusters Score -8848085 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 45085 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8848073 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8848075 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8848075 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 45197 members 
Entering Unmasked Estep 
Score: -8848073.000000 Penalty: 5351.195312
	Iteration 100F: 3 clusters Score -8848073 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 45225 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8848075 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 45265 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8848073 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 45311 members 
Entering Unmasked Estep 
Score: -8848080.000000 Penalty: 5351.195312
	Iteration 103Q: 3 clusters Score -8848080 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
Score: -8848068.000000 Penalty: 5351.195312
	Iteration 104Q: 3 clusters Score -8848068 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -8848077.000000 Penalty: 5351.195312
	Iteration 105Q: 3 clusters Score -8848077 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 45419 members 
Entering Unmasked Estep 
Score: -8848078.000000 Penalty: 5351.195312
	Iteration 106Q: 3 clusters Score -8848078 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 45448 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8848071 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 45477 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8848057 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 45505 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8848064 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 45525 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8848039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 45543 members 
Entering Unmasked Estep 
Score: -8848037.000000 Penalty: 5351.195312
	Iteration 111Q: 3 clusters Score -8848037 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 45561 members 
Entering Unmasked Estep 
Score: -8848026.000000 Penalty: 5351.195312
	Iteration 112Q: 3 clusters Score -8848026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 45576 members 
Entering Unmasked Estep 
Score: -8848042.000000 Penalty: 5351.195312
	Iteration 113Q: 3 clusters Score -8848042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 45592 members 
Entering Unmasked Estep 
Score: -8848032.000000 Penalty: 5351.195312
	Iteration 114Q: 3 clusters Score -8848032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 45610 members 
Entering Unmasked Estep 
Score: -8848031.000000 Penalty: 5351.195312
	Iteration 115Q: 3 clusters Score -8848031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 45626 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8848031 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 45646 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8848042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 45663 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8848031 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 45679 members 
Entering Unmasked Estep 
Score: -8848013.000000 Penalty: 5351.195312
	Iteration 119Q: 3 clusters Score -8848013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 45699 members 
Entering Unmasked Estep 
Score: -8848002.000000 Penalty: 5351.195312
	Iteration 120F: 3 clusters Score -8848002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -8848007.000000 Penalty: 5351.195312
	Iteration 121Q: 3 clusters Score -8848007 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 45732 members 
Entering Unmasked Estep 
Score: -8847996.000000 Penalty: 5351.195312
	Iteration 122Q: 3 clusters Score -8847996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 45751 members 
Entering Unmasked Estep 
Score: -8848003.000000 Penalty: 5351.195312
	Iteration 123Q: 3 clusters Score -8848003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8847998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 45783 members 
Entering Unmasked Estep 
Score: -8847992.000000 Penalty: 5351.195312
	Iteration 125Q: 3 clusters Score -8847992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 45796 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8847992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 45808 members 
Entering Unmasked Estep 
Score: -8847997.000000 Penalty: 5351.195312
	Iteration 127Q: 3 clusters Score -8847997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 45819 members 
Entering Unmasked Estep 
Score: -8847995.000000 Penalty: 5351.195312
	Iteration 128Q: 3 clusters Score -8847995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 45832 members 
Entering Unmasked Estep 
Score: -8848007.000000 Penalty: 5351.195312
	Iteration 129Q: 3 clusters Score -8848007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 45845 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8847998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 45861 members 
Entering Unmasked Estep 
Score: -8848002.000000 Penalty: 5351.195312
	Iteration 131Q: 3 clusters Score -8848002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 45871 members 
Entering Unmasked Estep 
Score: -8848011.000000 Penalty: 5351.195312
	Iteration 132Q: 3 clusters Score -8848011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8848002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 45893 members 
Entering Unmasked Estep 
Score: -8848006.000000 Penalty: 5351.195312
	Iteration 134Q: 3 clusters Score -8848006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 45906 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8847995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 45918 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8848002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 45928 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8848003 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8848003 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 45951 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8848002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 45956 members 
Entering Unmasked Estep 
Score: -8848003.000000 Penalty: 5351.195312
	Iteration 140F: 3 clusters Score -8848003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 45963 members 
Entering Unmasked Estep 
Score: -8848007.000000 Penalty: 5351.195312
	Iteration 141Q: 3 clusters Score -8848007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 45971 members 
Entering Unmasked Estep 
Score: -8848005.000000 Penalty: 5351.195312
	Iteration 142Q: 3 clusters Score -8848005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 45976 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8848005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 45985 members 
Entering Unmasked Estep 
Score: -8848008.000000 Penalty: 5351.195312
	Iteration 144Q: 3 clusters Score -8848008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 45999 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8847998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 46011 members 
Entering Unmasked Estep 
Score: -8847986.000000 Penalty: 5351.195312
	Iteration 146Q: 3 clusters Score -8847986 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 46018 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8847977 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 46029 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -8847981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 46034 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -8847984 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 46039 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -8847984 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 46045 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8847973 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 46047 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -8847975 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -8847967 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 46051 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -8847967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -8847961.000000 Penalty: 5351.195312
	Iteration 155Q: 3 clusters Score -8847961 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 46055 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -8847964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -8847968.000000 Penalty: 5351.195312
	Iteration 157Q: 3 clusters Score -8847968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 46061 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -8847968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 46063 members 
Entering Unmasked Estep 
Score: -8847962.000000 Penalty: 5351.195312
	Iteration 159Q: 3 clusters Score -8847962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 46065 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -8847964 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -8847959 nChanged 0
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Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
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	Iteration 162F: 3 clusters Score -8847959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47180 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -8567569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -8536757 nChanged 21757
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Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 23447 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -8548786 nChanged 2072
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Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -8549463 nChanged 2126
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -8550320 nChanged 2332
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -8551558 nChanged 2649
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -8553172.000000 Penalty: 5337.815918
	Iteration 5F: 3 clusters Score -8553172 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -8555219.000000 Penalty: 5337.815918
	Iteration 6F: 3 clusters Score -8555219 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -8557627.000000 Penalty: 5337.815918
	Iteration 7F: 3 clusters Score -8557627 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -8559914.000000 Penalty: 5337.815918
	Iteration 8F: 3 clusters Score -8559914 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -8561429.000000 Penalty: 5337.815918
	Iteration 9F: 3 clusters Score -8561429 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -8562038.000000 Penalty: 5337.815918
	Iteration 10Q: 3 clusters Score -8562038 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -8562422.000000 Penalty: 5337.815918
	Iteration 11Q: 3 clusters Score -8562422 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31047 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -8562671.000000 Penalty: 5337.815918
	Iteration 12Q: 3 clusters Score -8562671 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -8562880.000000 Penalty: 5337.815918
	Iteration 13Q: 3 clusters Score -8562880 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -8563059.000000 Penalty: 5337.815918
	Iteration 14Q: 3 clusters Score -8563059 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -8563256.000000 Penalty: 5337.815918
	Iteration 15Q: 3 clusters Score -8563256 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33335 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -8563508.000000 Penalty: 5337.815918
	Iteration 16Q: 3 clusters Score -8563508 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33929 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -8563773.000000 Penalty: 5337.815918
	Iteration 17Q: 3 clusters Score -8563773 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -8564021.000000 Penalty: 5337.815918
	Iteration 18Q: 3 clusters Score -8564021 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -8564235.000000 Penalty: 5337.815918
	Iteration 19Q: 3 clusters Score -8564235 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -8564467.000000 Penalty: 5337.815918
	Iteration 20F: 3 clusters Score -8564467 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -8564704.000000 Penalty: 5337.815918
	Iteration 21Q: 3 clusters Score -8564704 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -8564938.000000 Penalty: 5337.815918
	Iteration 22Q: 3 clusters Score -8564938 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -8565092.000000 Penalty: 5337.815918
	Iteration 23Q: 3 clusters Score -8565092 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -8565255.000000 Penalty: 5337.815918
	Iteration 24Q: 3 clusters Score -8565255 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38713 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -8565403.000000 Penalty: 5337.815918
	Iteration 25Q: 3 clusters Score -8565403 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39240 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -8565499.000000 Penalty: 5337.815918
	Iteration 26Q: 3 clusters Score -8565499 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -8565611.000000 Penalty: 5337.815918
	Iteration 27Q: 3 clusters Score -8565611 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40220 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -8565684.000000 Penalty: 5337.815918
	Iteration 28Q: 3 clusters Score -8565684 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -8565739.000000 Penalty: 5337.815918
	Iteration 29Q: 3 clusters Score -8565739 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41082 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -8565780.000000 Penalty: 5337.815918
	Iteration 30Q: 3 clusters Score -8565780 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41470 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -8565845.000000 Penalty: 5337.815918
	Iteration 31Q: 3 clusters Score -8565845 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -8565908.000000 Penalty: 5337.815918
	Iteration 32Q: 3 clusters Score -8565908 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -8565943.000000 Penalty: 5337.815918
	Iteration 33Q: 3 clusters Score -8565943 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -8565957.000000 Penalty: 5337.815918
	Iteration 34Q: 3 clusters Score -8565957 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42752 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -8565932.000000 Penalty: 5337.815918
	Iteration 35Q: 3 clusters Score -8565932 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -8565942.000000 Penalty: 5337.815918
	Iteration 36Q: 3 clusters Score -8565942 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -8565925.000000 Penalty: 5337.815918
	Iteration 37Q: 3 clusters Score -8565925 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43486 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -8565919.000000 Penalty: 5337.815918
	Iteration 38Q: 3 clusters Score -8565919 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43683 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -8565918.000000 Penalty: 5337.815918
	Iteration 39Q: 3 clusters Score -8565918 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -8565926.000000 Penalty: 5337.815918
	Iteration 40F: 3 clusters Score -8565926 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44028 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -8565924.000000 Penalty: 5337.815918
	Iteration 41Q: 3 clusters Score -8565924 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44197 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -8565929.000000 Penalty: 5337.815918
	Iteration 42Q: 3 clusters Score -8565929 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44349 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -8565885.000000 Penalty: 5337.815918
	Iteration 43Q: 3 clusters Score -8565885 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44479 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -8565882.000000 Penalty: 5337.815918
	Iteration 44Q: 3 clusters Score -8565882 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44596 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -8565875.000000 Penalty: 5337.815918
	Iteration 45Q: 3 clusters Score -8565875 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -8565877.000000 Penalty: 5337.815918
	Iteration 46Q: 3 clusters Score -8565877 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -8565871.000000 Penalty: 5337.815918
	Iteration 47Q: 3 clusters Score -8565871 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44859 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -8565843.000000 Penalty: 5337.815918
	Iteration 48Q: 3 clusters Score -8565843 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44933 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -8565841.000000 Penalty: 5337.815918
	Iteration 49Q: 3 clusters Score -8565841 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44998 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -8565830.000000 Penalty: 5337.815918
	Iteration 50Q: 3 clusters Score -8565830 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -8565822.000000 Penalty: 5337.815918
	Iteration 51Q: 3 clusters Score -8565822 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -8565825.000000 Penalty: 5337.815918
	Iteration 52Q: 3 clusters Score -8565825 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45154 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -8565807.000000 Penalty: 5337.815918
	Iteration 53Q: 3 clusters Score -8565807 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -8565799.000000 Penalty: 5337.815918
	Iteration 54Q: 3 clusters Score -8565799 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -8565793.000000 Penalty: 5337.815918
	Iteration 55Q: 3 clusters Score -8565793 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -8565778.000000 Penalty: 5337.815918
	Iteration 56Q: 3 clusters Score -8565778 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45297 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -8565787.000000 Penalty: 5337.815918
	Iteration 57Q: 3 clusters Score -8565787 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45324 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -8565777.000000 Penalty: 5337.815918
	Iteration 58Q: 3 clusters Score -8565777 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -8565775.000000 Penalty: 5337.815918
	Iteration 59Q: 3 clusters Score -8565775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45366 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -8565771.000000 Penalty: 5337.815918
	Iteration 60F: 3 clusters Score -8565771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -8565765.000000 Penalty: 5337.815918
	Iteration 61Q: 3 clusters Score -8565765 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45403 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -8565774.000000 Penalty: 5337.815918
	Iteration 62Q: 3 clusters Score -8565774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45419 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -8565765.000000 Penalty: 5337.815918
	Iteration 63Q: 3 clusters Score -8565765 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45436 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -8565755.000000 Penalty: 5337.815918
	Iteration 64Q: 3 clusters Score -8565755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45450 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -8565762.000000 Penalty: 5337.815918
	Iteration 65Q: 3 clusters Score -8565762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -8565747.000000 Penalty: 5337.815918
	Iteration 66Q: 3 clusters Score -8565747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45478 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -8565741.000000 Penalty: 5337.815918
	Iteration 67Q: 3 clusters Score -8565741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -8565739.000000 Penalty: 5337.815918
	Iteration 68Q: 3 clusters Score -8565739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -8565739.000000 Penalty: 5337.815918
	Iteration 69Q: 3 clusters Score -8565739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -8565741.000000 Penalty: 5337.815918
	Iteration 70Q: 3 clusters Score -8565741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -8565735.000000 Penalty: 5337.815918
	Iteration 71Q: 3 clusters Score -8565735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45507 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -8565747.000000 Penalty: 5337.815918
	Iteration 72Q: 3 clusters Score -8565747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -8565741.000000 Penalty: 5337.815918
	Iteration 73Q: 3 clusters Score -8565741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45522 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -8565722.000000 Penalty: 5337.815918
	Iteration 74Q: 3 clusters Score -8565722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45530 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -8565728.000000 Penalty: 5337.815918
	Iteration 75Q: 3 clusters Score -8565728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -8565725.000000 Penalty: 5337.815918
	Iteration 76Q: 3 clusters Score -8565725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45538 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -8565730.000000 Penalty: 5337.815918
	Iteration 77Q: 3 clusters Score -8565730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45540 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -8565724.000000 Penalty: 5337.815918
	Iteration 78Q: 3 clusters Score -8565724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -8565726.000000 Penalty: 5337.815918
	Iteration 79Q: 3 clusters Score -8565726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -8565726.000000 Penalty: 5337.815918
	Iteration 80F: 3 clusters Score -8565726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (48939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48939 members 
Entering Unmasked Estep 
Score: -9075908.000000 Penalty: 2677.985840
	Iteration 0F: 2 clusters Score -9075908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -9046596.000000 Penalty: 5355.971680
	Iteration 0F: 3 clusters Score -9046596 nChanged 22624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -9058785.000000 Penalty: 5355.971680
	Iteration 1F: 3 clusters Score -9058785 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -9059359.000000 Penalty: 5355.971680
	Iteration 2Q: 3 clusters Score -9059359 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -9059854.000000 Penalty: 5355.971680
	Iteration 3Q: 3 clusters Score -9059854 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -9060467.000000 Penalty: 5355.971680
	Iteration 4Q: 3 clusters Score -9060467 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -9061282.000000 Penalty: 5355.971680
	Iteration 5Q: 3 clusters Score -9061282 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -9062374.000000 Penalty: 5355.971680
	Iteration 6Q: 3 clusters Score -9062374 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -9063858.000000 Penalty: 5355.971680
	Iteration 7F: 3 clusters Score -9063858 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -9066045.000000 Penalty: 5355.971680
	Iteration 8F: 3 clusters Score -9066045 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -9068456.000000 Penalty: 5355.971680
	Iteration 9F: 3 clusters Score -9068456 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -9070772.000000 Penalty: 5355.971680
	Iteration 10F: 3 clusters Score -9070772 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -9072184.000000 Penalty: 5355.971680
	Iteration 11F: 3 clusters Score -9072184 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -9072869.000000 Penalty: 5355.971680
	Iteration 12Q: 3 clusters Score -9072869 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 47658 members 
Entering Unmasked Estep 
Score: -9073230.000000 Penalty: 5355.971680
	Iteration 13Q: 3 clusters Score -9073230 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 48110 members 
Entering Unmasked Estep 
Score: -9073378.000000 Penalty: 5355.971680
	Iteration 14Q: 3 clusters Score -9073378 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 48332 members 
Entering Unmasked Estep 
Score: -9073531.000000 Penalty: 5355.971680
	Iteration 15Q: 3 clusters Score -9073531 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 48447 members 
Entering Unmasked Estep 
Score: -9073633.000000 Penalty: 5355.971680
	Iteration 16Q: 3 clusters Score -9073633 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 48510 members 
Entering Unmasked Estep 
Score: -9073658.000000 Penalty: 5355.971680
	Iteration 17Q: 3 clusters Score -9073658 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 48543 members 
Entering Unmasked Estep 
Score: -9073675.000000 Penalty: 5355.971680
	Iteration 18Q: 3 clusters Score -9073675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 48562 members 
Entering Unmasked Estep 
Score: -9073685.000000 Penalty: 5355.971680
	Iteration 19Q: 3 clusters Score -9073685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 48575 members 
Entering Unmasked Estep 
Score: -9073709.000000 Penalty: 5355.971680
	Iteration 20F: 3 clusters Score -9073709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 48586 members 
Entering Unmasked Estep 
Score: -9073713.000000 Penalty: 5355.971680
	Iteration 21Q: 3 clusters Score -9073713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 48592 members 
Entering Unmasked Estep 
Score: -9073722.000000 Penalty: 5355.971680
	Iteration 22Q: 3 clusters Score -9073722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 48596 members 
Entering Unmasked Estep 
Score: -9073730.000000 Penalty: 5355.971680
	Iteration 23Q: 3 clusters Score -9073730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 48604 members 
Entering Unmasked Estep 
Score: -9073738.000000 Penalty: 5355.971680
	Iteration 24Q: 3 clusters Score -9073738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 48608 members 
Entering Unmasked Estep 
Score: -9073749.000000 Penalty: 5355.971680
	Iteration 25Q: 3 clusters Score -9073749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 48609 members 
Entering Unmasked Estep 
Score: -9073747.000000 Penalty: 5355.971680
	Iteration 26Q: 3 clusters Score -9073747 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 48609 members 
Entering Unmasked Estep 
Score: -9073744.000000 Penalty: 5355.971680
	Iteration 27Q: 3 clusters Score -9073744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 48611 members 
Entering Unmasked Estep 
Score: -9073745.000000 Penalty: 5355.971680
	Iteration 28Q: 3 clusters Score -9073745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 48612 members 
Entering Unmasked Estep 
Score: -9073754.000000 Penalty: 5355.971680
	Iteration 29Q: 3 clusters Score -9073754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 48615 members 
Entering Unmasked Estep 
Score: -9073752.000000 Penalty: 5355.971680
	Iteration 30Q: 3 clusters Score -9073752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 48615 members 
Entering Unmasked Estep 
Score: -9073760.000000 Penalty: 5355.971680
	Iteration 31Q: 3 clusters Score -9073760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 48617 members 
Entering Unmasked Estep 
Score: -9073752.000000 Penalty: 5355.971680
	Iteration 32Q: 3 clusters Score -9073752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 48618 members 
Entering Unmasked Estep 
Score: -9073756.000000 Penalty: 5355.971680
	Iteration 33Q: 3 clusters Score -9073756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 48619 members 
Entering Unmasked Estep 
Score: -9073759.000000 Penalty: 5355.971680
	Iteration 34Q: 3 clusters Score -9073759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 48620 members 
Entering Unmasked Estep 
Score: -9073767.000000 Penalty: 5355.971680
	Iteration 35Q: 3 clusters Score -9073767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 48620 members 
Entering Unmasked Estep 
Score: -9073771.000000 Penalty: 5355.971680
	Iteration 36Q: 3 clusters Score -9073771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 48621 members 
Entering Unmasked Estep 
Score: -9073776.000000 Penalty: 5355.971680
	Iteration 37Q: 3 clusters Score -9073776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 48621 members 
Entering Unmasked Estep 
Score: -9073776.000000 Penalty: 5355.971680
	Iteration 38F: 3 clusters Score -9073776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Entering Unmasked Estep 
Score: -276073.625000 Penalty: 1819.398804
	Iteration 0F: 2 clusters Score -276073.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -273711.500000 Penalty: 3638.797607
	Iteration 0F: 3 clusters Score -273711.5 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -274040.812500 Penalty: 3638.797607
	Iteration 1F: 3 clusters Score -274040.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -274141.437500 Penalty: 3638.797607
	Iteration 2F: 3 clusters Score -274141.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -274197.843750 Penalty: 3638.797607
	Iteration 3Q: 3 clusters Score -274197.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -274234.937500 Penalty: 3638.797607
	Iteration 4Q: 3 clusters Score -274234.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -274255.437500 Penalty: 3638.797607
	Iteration 5Q: 3 clusters Score -274255.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -274267.375000 Penalty: 3638.797607
	Iteration 6Q: 3 clusters Score -274267.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -274278.375000 Penalty: 3638.797607
	Iteration 7Q: 3 clusters Score -274278.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -274287.750000 Penalty: 3638.797607
	Iteration 8Q: 3 clusters Score -274287.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -274292.562500 Penalty: 3638.797607
	Iteration 9Q: 3 clusters Score -274292.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -274303.562500 Penalty: 3638.797607
	Iteration 10Q: 3 clusters Score -274303.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -274312.937500 Penalty: 3638.797607
	Iteration 11Q: 3 clusters Score -274312.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -274322.656250 Penalty: 3638.797607
	Iteration 12Q: 3 clusters Score -274322.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -274330.125000 Penalty: 3638.797607
	Iteration 13Q: 3 clusters Score -274330.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -274343.093750 Penalty: 3638.797607
	Iteration 14Q: 3 clusters Score -274343.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -274349.000000 Penalty: 3638.797607
	Iteration 15Q: 3 clusters Score -274349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -274356.750000 Penalty: 3638.797607
	Iteration 16Q: 3 clusters Score -274356.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -274361.531250 Penalty: 3638.797607
	Iteration 17Q: 3 clusters Score -274361.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -274364.031250 Penalty: 3638.797607
	Iteration 18Q: 3 clusters Score -274364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -274365.031250 Penalty: 3638.797607
	Iteration 19Q: 3 clusters Score -274365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -274366.718750 Penalty: 3638.797607
	Iteration 20F: 3 clusters Score -274366.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -274368.625000 Penalty: 3638.797607
	Iteration 21Q: 3 clusters Score -274368.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -274371.750000 Penalty: 3638.797607
	Iteration 22Q: 3 clusters Score -274371.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -274372.875000 Penalty: 3638.797607
	Iteration 23Q: 3 clusters Score -274372.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -274374.812500 Penalty: 3638.797607
	Iteration 24Q: 3 clusters Score -274374.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -274375.281250 Penalty: 3638.797607
	Iteration 25Q: 3 clusters Score -274375.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -274375.906250 Penalty: 3638.797607
	Iteration 26Q: 3 clusters Score -274375.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -274376.562500 Penalty: 3638.797607
	Iteration 27Q: 3 clusters Score -274376.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -274376.562500 Penalty: 3638.797607
	Iteration 28F: 3 clusters Score -274376.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 51574 members 
Mstep: Class 3 contains 10224 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44478 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45561 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45547 members 
Mstep: Class 13 contains 2242 members 
Mstep: Class 14 contains 53883 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44456 members 
Mstep: Class 18 contains 45987 members 
Mstep: Class 19 contains 24810 members 
Mstep: Class 20 contains 46690 members 
Mstep: Class 21 contains 48470 members 
Mstep: Class 22 contains 47180 members 
Mstep: Class 23 contains 48939 members 
Mstep: Class 24 contains 1535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111205216.000000 Penalty: 76057.484375
Iteration 399Q: 24 clusters Score -1.112052e+08 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51190 members 
Mstep: Class 2 contains 51570 members 
Mstep: Class 3 contains 10264 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44471 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45546 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45535 members 
Mstep: Class 13 contains 2242 members 
Mstep: Class 14 contains 53928 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44438 members 
Mstep: Class 18 contains 46002 members 
Mstep: Class 19 contains 24802 members 
Mstep: Class 20 contains 46720 members 
Mstep: Class 21 contains 48471 members 
Mstep: Class 22 contains 47161 members 
Mstep: Class 23 contains 48935 members 
Mstep: Class 24 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111205152.000000 Penalty: 76057.484375
Iteration 400F: 24 clusters Score -1.112052e+08 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51155 members 
Mstep: Class 2 contains 51573 members 
Mstep: Class 3 contains 10309 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44463 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45552 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45518 members 
Mstep: Class 13 contains 2242 members 
Mstep: Class 14 contains 53974 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44446 members 
Mstep: Class 18 contains 45987 members 
Mstep: Class 19 contains 24807 members 
Mstep: Class 20 contains 46733 members 
Mstep: Class 21 contains 48468 members 
Mstep: Class 22 contains 47139 members 
Mstep: Class 23 contains 48910 members 
Mstep: Class 24 contains 1535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111205264.000000 Penalty: 76057.484375
Iteration 401Q: 24 clusters Score -1.112053e+08 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51120 members 
Mstep: Class 2 contains 51541 members 
Mstep: Class 3 contains 10358 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44464 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45557 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45503 members 
Mstep: Class 13 contains 2242 members 
Mstep: Class 14 contains 54024 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44455 members 
Mstep: Class 18 contains 45999 members 
Mstep: Class 19 contains 24798 members 
Mstep: Class 20 contains 46758 members 
Mstep: Class 21 contains 48463 members 
Mstep: Class 22 contains 47106 members 
Mstep: Class 23 contains 48886 members 
Mstep: Class 24 contains 1535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111205016.000000 Penalty: 76057.484375
Iteration 402Q: 24 clusters Score -1.11205e+08 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51093 members 
Mstep: Class 2 contains 51486 members 
Mstep: Class 3 contains 10399 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44462 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45561 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45478 members 
Mstep: Class 13 contains 2241 members 
Mstep: Class 14 contains 54084 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44459 members 
Mstep: Class 18 contains 46018 members 
Mstep: Class 19 contains 24792 members 
Mstep: Class 20 contains 46761 members 
Mstep: Class 21 contains 48460 members 
Mstep: Class 22 contains 47056 members 
Mstep: Class 23 contains 48923 members 
Mstep: Class 24 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111205288.000000 Penalty: 76057.484375
Iteration 403Q: 24 clusters Score -1.112053e+08 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51099 members 
Mstep: Class 2 contains 51457 members 
Mstep: Class 3 contains 10447 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44482 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45554 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45453 members 
Mstep: Class 13 contains 2241 members 
Mstep: Class 14 contains 54095 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44464 members 
Mstep: Class 18 contains 46034 members 
Mstep: Class 19 contains 24791 members 
Mstep: Class 20 contains 46795 members 
Mstep: Class 21 contains 48449 members 
Mstep: Class 22 contains 47023 members 
Mstep: Class 23 contains 48887 members 
Mstep: Class 24 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111205448.000000 Penalty: 76057.484375
Iteration 404Q: 24 clusters Score -1.112054e+08 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51107 members 
Mstep: Class 2 contains 51467 members 
Mstep: Class 3 contains 10493 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44481 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45566 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45418 members 
Mstep: Class 13 contains 2241 members 
Mstep: Class 14 contains 54135 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44454 members 
Mstep: Class 18 contains 46032 members 
Mstep: Class 19 contains 24788 members 
Mstep: Class 20 contains 46812 members 
Mstep: Class 21 contains 48442 members 
Mstep: Class 22 contains 46973 members 
Mstep: Class 23 contains 48861 members 
Mstep: Class 24 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111205408.000000 Penalty: 76057.484375
Iteration 405Q: 24 clusters Score -1.112054e+08 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51125 members 
Mstep: Class 2 contains 51493 members 
Mstep: Class 3 contains 10540 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44483 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45584 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45374 members 
Mstep: Class 13 contains 2240 members 
Mstep: Class 14 contains 54166 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44421 members 
Mstep: Class 18 contains 46042 members 
Mstep: Class 19 contains 24779 members 
Mstep: Class 20 contains 46843 members 
Mstep: Class 21 contains 48427 members 
Mstep: Class 22 contains 46923 members 
Mstep: Class 23 contains 48828 members 
Mstep: Class 24 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111205504.000000 Penalty: 76057.484375
Iteration 406Q: 24 clusters Score -1.112055e+08 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51155 members 
Mstep: Class 2 contains 51526 members 
Mstep: Class 3 contains 10580 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44480 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45605 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45341 members 
Mstep: Class 13 contains 2240 members 
Mstep: Class 14 contains 54184 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44409 members 
Mstep: Class 18 contains 46010 members 
Mstep: Class 19 contains 24769 members 
Mstep: Class 20 contains 46854 members 
Mstep: Class 21 contains 48425 members 
Mstep: Class 22 contains 46891 members 
Mstep: Class 23 contains 48800 members 
Mstep: Class 24 contains 1540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111205696.000000 Penalty: 76057.484375
Iteration 407Q: 24 clusters Score -1.112057e+08 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51166 members 
Mstep: Class 2 contains 51549 members 
Mstep: Class 3 contains 10623 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44455 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45617 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45320 members 
Mstep: Class 13 contains 2239 members 
Mstep: Class 14 contains 54193 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44406 members 
Mstep: Class 18 contains 45971 members 
Mstep: Class 19 contains 24772 members 
Mstep: Class 20 contains 46877 members 
Mstep: Class 21 contains 48414 members 
Mstep: Class 22 contains 46856 members 
Mstep: Class 23 contains 48811 members 
Mstep: Class 24 contains 1540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111205712.000000 Penalty: 76057.484375
Iteration 408Q: 24 clusters Score -1.112057e+08 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51162 members 
Mstep: Class 2 contains 51585 members 
Mstep: Class 3 contains 10673 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44451 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45615 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45301 members 
Mstep: Class 13 contains 2238 members 
Mstep: Class 14 contains 54203 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44403 members 
Mstep: Class 18 contains 45922 members 
Mstep: Class 19 contains 24781 members 
Mstep: Class 20 contains 46893 members 
Mstep: Class 21 contains 48421 members 
Mstep: Class 22 contains 46836 members 
Mstep: Class 23 contains 48784 members 
Mstep: Class 24 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111205480.000000 Penalty: 76057.484375
Iteration 409Q: 24 clusters Score -1.112055e+08 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51162 members 
Mstep: Class 2 contains 51634 members 
Mstep: Class 3 contains 10717 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44468 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45607 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45265 members 
Mstep: Class 13 contains 2238 members 
Mstep: Class 14 contains 54189 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44379 members 
Mstep: Class 18 contains 45884 members 
Mstep: Class 19 contains 24785 members 
Mstep: Class 20 contains 46912 members 
Mstep: Class 21 contains 48413 members 
Mstep: Class 22 contains 46826 members 
Mstep: Class 23 contains 48788 members 
Mstep: Class 24 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111205688.000000 Penalty: 76057.484375
Iteration 410Q: 24 clusters Score -1.112057e+08 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51168 members 
Mstep: Class 2 contains 51685 members 
Mstep: Class 3 contains 10764 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44487 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45593 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45239 members 
Mstep: Class 13 contains 2238 members 
Mstep: Class 14 contains 54186 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44364 members 
Mstep: Class 18 contains 45857 members 
Mstep: Class 19 contains 24799 members 
Mstep: Class 20 contains 46952 members 
Mstep: Class 21 contains 48401 members 
Mstep: Class 22 contains 46816 members 
Mstep: Class 23 contains 48719 members 
Mstep: Class 24 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111205832.000000 Penalty: 76057.484375
Iteration 411Q: 24 clusters Score -1.112058e+08 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51197 members 
Mstep: Class 2 contains 51726 members 
Mstep: Class 3 contains 10795 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44462 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45557 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45219 members 
Mstep: Class 13 contains 2238 members 
Mstep: Class 14 contains 54208 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44340 members 
Mstep: Class 18 contains 45874 members 
Mstep: Class 19 contains 24795 members 
Mstep: Class 20 contains 47017 members 
Mstep: Class 21 contains 48374 members 
Mstep: Class 22 contains 46819 members 
Mstep: Class 23 contains 48651 members 
Mstep: Class 24 contains 1537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111205720.000000 Penalty: 76057.484375
Iteration 412Q: 24 clusters Score -1.112057e+08 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51211 members 
Mstep: Class 2 contains 51752 members 
Mstep: Class 3 contains 10831 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44467 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45533 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45219 members 
Mstep: Class 13 contains 2238 members 
Mstep: Class 14 contains 54200 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 628 members 
Mstep: Class 17 contains 44291 members 
Mstep: Class 18 contains 45901 members 
Mstep: Class 19 contains 24798 members 
Mstep: Class 20 contains 47022 members 
Mstep: Class 21 contains 48371 members 
Mstep: Class 22 contains 46813 members 
Mstep: Class 23 contains 48625 members 
Mstep: Class 24 contains 1537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111205944.000000 Penalty: 76057.484375
Iteration 413Q: 24 clusters Score -1.112059e+08 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51216 members 
Mstep: Class 2 contains 51752 members 
Mstep: Class 3 contains 10867 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44448 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45517 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45229 members 
Mstep: Class 13 contains 2238 members 
Mstep: Class 14 contains 54204 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44258 members 
Mstep: Class 18 contains 45898 members 
Mstep: Class 19 contains 24797 members 
Mstep: Class 20 contains 47042 members 
Mstep: Class 21 contains 48353 members 
Mstep: Class 22 contains 46814 members 
Mstep: Class 23 contains 48638 members 
Mstep: Class 24 contains 1537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111206328.000000 Penalty: 76057.484375
Iteration 414Q: 24 clusters Score -1.112063e+08 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51206 members 
Mstep: Class 2 contains 51755 members 
Mstep: Class 3 contains 10905 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44444 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45504 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45260 members 
Mstep: Class 13 contains 2238 members 
Mstep: Class 14 contains 54200 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44231 members 
Mstep: Class 18 contains 45866 members 
Mstep: Class 19 contains 24798 members 
Mstep: Class 20 contains 47108 members 
Mstep: Class 21 contains 48325 members 
Mstep: Class 22 contains 46816 members 
Mstep: Class 23 contains 48615 members 
Mstep: Class 24 contains 1537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111206616.000000 Penalty: 76057.484375
Iteration 415Q: 24 clusters Score -1.112066e+08 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51203 members 
Mstep: Class 2 contains 51750 members 
Mstep: Class 3 contains 10948 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44437 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45483 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45302 members 
Mstep: Class 13 contains 2238 members 
Mstep: Class 14 contains 54178 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44212 members 
Mstep: Class 18 contains 45827 members 
Mstep: Class 19 contains 24798 members 
Mstep: Class 20 contains 47166 members 
Mstep: Class 21 contains 48291 members 
Mstep: Class 22 contains 46845 members 
Mstep: Class 23 contains 48594 members 
Mstep: Class 24 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111206712.000000 Penalty: 76057.484375
Iteration 416Q: 24 clusters Score -1.112067e+08 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51178 members 
Mstep: Class 2 contains 51721 members 
Mstep: Class 3 contains 10992 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44423 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45468 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45328 members 
Mstep: Class 13 contains 2238 members 
Mstep: Class 14 contains 54166 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44236 members 
Mstep: Class 18 contains 45808 members 
Mstep: Class 19 contains 24798 members 
Mstep: Class 20 contains 47230 members 
Mstep: Class 21 contains 48246 members 
Mstep: Class 22 contains 46853 members 
Mstep: Class 23 contains 48587 members 
Mstep: Class 24 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111206744.000000 Penalty: 76057.484375
Iteration 417Q: 24 clusters Score -1.112067e+08 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51169 members 
Mstep: Class 2 contains 51691 members 
Mstep: Class 3 contains 11046 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44420 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45431 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45335 members 
Mstep: Class 13 contains 2238 members 
Mstep: Class 14 contains 54165 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44229 members 
Mstep: Class 18 contains 45821 members 
Mstep: Class 19 contains 24793 members 
Mstep: Class 20 contains 47253 members 
Mstep: Class 21 contains 48228 members 
Mstep: Class 22 contains 46866 members 
Mstep: Class 23 contains 48586 members 
Mstep: Class 24 contains 1537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111206800.000000 Penalty: 76057.484375
Iteration 418Q: 24 clusters Score -1.112068e+08 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51166 members 
Mstep: Class 2 contains 51647 members 
Mstep: Class 3 contains 11108 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44401 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45406 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45349 members 
Mstep: Class 13 contains 2238 members 
Mstep: Class 14 contains 54172 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44248 members 
Mstep: Class 18 contains 45823 members 
Mstep: Class 19 contains 24786 members 
Mstep: Class 20 contains 47260 members 
Mstep: Class 21 contains 48212 members 
Mstep: Class 22 contains 46869 members 
Mstep: Class 23 contains 48581 members 
Mstep: Class 24 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111207088.000000 Penalty: 76057.484375
Iteration 419Q: 24 clusters Score -1.112071e+08 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51166 members 
Mstep: Class 2 contains 51599 members 
Mstep: Class 3 contains 11171 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44381 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45377 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45379 members 
Mstep: Class 13 contains 2238 members 
Mstep: Class 14 contains 54174 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44249 members 
Mstep: Class 18 contains 45829 members 
Mstep: Class 19 contains 24781 members 
Mstep: Class 20 contains 47292 members 
Mstep: Class 21 contains 48203 members 
Mstep: Class 22 contains 46867 members 
Mstep: Class 23 contains 48558 members 
Mstep: Class 24 contains 1543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111207360.000000 Penalty: 76057.484375
Iteration 420F: 24 clusters Score -1.112074e+08 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51138 members 
Mstep: Class 2 contains 51540 members 
Mstep: Class 3 contains 11238 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44365 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45342 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45414 members 
Mstep: Class 13 contains 2238 members 
Mstep: Class 14 contains 54174 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44253 members 
Mstep: Class 18 contains 45802 members 
Mstep: Class 19 contains 24777 members 
Mstep: Class 20 contains 47346 members 
Mstep: Class 21 contains 48201 members 
Mstep: Class 22 contains 46885 members 
Mstep: Class 23 contains 48553 members 
Mstep: Class 24 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111207544.000000 Penalty: 76057.484375
Iteration 421Q: 24 clusters Score -1.112075e+08 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51109 members 
Mstep: Class 2 contains 51503 members 
Mstep: Class 3 contains 11321 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44349 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45333 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45432 members 
Mstep: Class 13 contains 2238 members 
Mstep: Class 14 contains 54160 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44239 members 
Mstep: Class 18 contains 45786 members 
Mstep: Class 19 contains 24786 members 
Mstep: Class 20 contains 47344 members 
Mstep: Class 21 contains 48186 members 
Mstep: Class 22 contains 46890 members 
Mstep: Class 23 contains 48591 members 
Mstep: Class 24 contains 1540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111207504.000000 Penalty: 76057.484375
Iteration 422Q: 24 clusters Score -1.112075e+08 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51070 members 
Mstep: Class 2 contains 51530 members 
Mstep: Class 3 contains 11395 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44350 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45327 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45437 members 
Mstep: Class 13 contains 2238 members 
Mstep: Class 14 contains 54166 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44215 members 
Mstep: Class 18 contains 45761 members 
Mstep: Class 19 contains 24786 members 
Mstep: Class 20 contains 47312 members 
Mstep: Class 21 contains 48158 members 
Mstep: Class 22 contains 46885 members 
Mstep: Class 23 contains 48639 members 
Mstep: Class 24 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111207632.000000 Penalty: 76057.484375
Iteration 423Q: 24 clusters Score -1.112076e+08 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51017 members 
Mstep: Class 2 contains 51553 members 
Mstep: Class 3 contains 11481 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44342 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45309 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45433 members 
Mstep: Class 13 contains 2238 members 
Mstep: Class 14 contains 54168 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44213 members 
Mstep: Class 18 contains 45749 members 
Mstep: Class 19 contains 24784 members 
Mstep: Class 20 contains 47284 members 
Mstep: Class 21 contains 48159 members 
Mstep: Class 22 contains 46864 members 
Mstep: Class 23 contains 48675 members 
Mstep: Class 24 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111207912.000000 Penalty: 76057.484375
Iteration 424Q: 24 clusters Score -1.112079e+08 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50986 members 
Mstep: Class 2 contains 51532 members 
Mstep: Class 3 contains 11563 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44349 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45291 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45411 members 
Mstep: Class 13 contains 2238 members 
Mstep: Class 14 contains 54168 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44216 members 
Mstep: Class 18 contains 45737 members 
Mstep: Class 19 contains 24787 members 
Mstep: Class 20 contains 47284 members 
Mstep: Class 21 contains 48161 members 
Mstep: Class 22 contains 46860 members 
Mstep: Class 23 contains 48688 members 
Mstep: Class 24 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111207808.000000 Penalty: 76057.484375
Iteration 425Q: 24 clusters Score -1.112078e+08 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50987 members 
Mstep: Class 2 contains 51533 members 
Mstep: Class 3 contains 11648 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44338 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45288 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45403 members 
Mstep: Class 13 contains 2238 members 
Mstep: Class 14 contains 54177 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44189 members 
Mstep: Class 18 contains 45741 members 
Mstep: Class 19 contains 24787 members 
Mstep: Class 20 contains 47251 members 
Mstep: Class 21 contains 48124 members 
Mstep: Class 22 contains 46877 members 
Mstep: Class 23 contains 48689 members 
Mstep: Class 24 contains 1537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111208008.000000 Penalty: 76057.484375
Iteration 426Q: 24 clusters Score -1.11208e+08 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50928 members 
Mstep: Class 2 contains 51530 members 
Mstep: Class 3 contains 11750 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44331 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45267 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45399 members 
Mstep: Class 13 contains 2238 members 
Mstep: Class 14 contains 54198 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44160 members 
Mstep: Class 18 contains 45733 members 
Mstep: Class 19 contains 24775 members 
Mstep: Class 20 contains 47251 members 
Mstep: Class 21 contains 48113 members 
Mstep: Class 22 contains 46888 members 
Mstep: Class 23 contains 48708 members 
Mstep: Class 24 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111208016.000000 Penalty: 76057.484375
Iteration 427Q: 24 clusters Score -1.11208e+08 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50918 members 
Mstep: Class 2 contains 51552 members 
Mstep: Class 3 contains 11856 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44296 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45249 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45398 members 
Mstep: Class 13 contains 2238 members 
Mstep: Class 14 contains 54173 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44142 members 
Mstep: Class 18 contains 45707 members 
Mstep: Class 19 contains 24757 members 
Mstep: Class 20 contains 47244 members 
Mstep: Class 21 contains 48087 members 
Mstep: Class 22 contains 46906 members 
Mstep: Class 23 contains 48750 members 
Mstep: Class 24 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111208344.000000 Penalty: 76057.484375
Iteration 428Q: 24 clusters Score -1.112083e+08 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50902 members 
Mstep: Class 2 contains 51588 members 
Mstep: Class 3 contains 11970 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44254 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45220 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45381 members 
Mstep: Class 13 contains 2238 members 
Mstep: Class 14 contains 54181 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44120 members 
Mstep: Class 18 contains 45691 members 
Mstep: Class 19 contains 24738 members 
Mstep: Class 20 contains 47256 members 
Mstep: Class 21 contains 48079 members 
Mstep: Class 22 contains 46914 members 
Mstep: Class 23 contains 48740 members 
Mstep: Class 24 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111208584.000000 Penalty: 76057.484375
Iteration 429Q: 24 clusters Score -1.112086e+08 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50940 members 
Mstep: Class 2 contains 51603 members 
Mstep: Class 3 contains 12059 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44222 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45190 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45334 members 
Mstep: Class 13 contains 2238 members 
Mstep: Class 14 contains 54176 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44095 members 
Mstep: Class 18 contains 45685 members 
Mstep: Class 19 contains 24715 members 
Mstep: Class 20 contains 47288 members 
Mstep: Class 21 contains 48057 members 
Mstep: Class 22 contains 46926 members 
Mstep: Class 23 contains 48743 members 
Mstep: Class 24 contains 1540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111208672.000000 Penalty: 76057.484375
Iteration 430Q: 24 clusters Score -1.112087e+08 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50939 members 
Mstep: Class 2 contains 51618 members 
Mstep: Class 3 contains 12165 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44235 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45168 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45311 members 
Mstep: Class 13 contains 2238 members 
Mstep: Class 14 contains 54173 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44088 members 
Mstep: Class 18 contains 45704 members 
Mstep: Class 19 contains 24711 members 
Mstep: Class 20 contains 47271 members 
Mstep: Class 21 contains 48037 members 
Mstep: Class 22 contains 46901 members 
Mstep: Class 23 contains 48714 members 
Mstep: Class 24 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 431Q: 24 clusters Score -1.112084e+08 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50916 members 
Mstep: Class 2 contains 51656 members 
Mstep: Class 3 contains 12260 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44228 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45144 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45295 members 
Mstep: Class 13 contains 2238 members 
Mstep: Class 14 contains 54169 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 629 members 
Mstep: Class 17 contains 44050 members 
Mstep: Class 18 contains 45723 members 
Mstep: Class 19 contains 24703 members 
Mstep: Class 20 contains 47262 members 
Mstep: Class 21 contains 48022 members 
Mstep: Class 22 contains 46891 members 
Mstep: Class 23 contains 48717 members 
Mstep: Class 24 contains 1537 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 432Q: 24 clusters Score -1.112085e+08 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50908 members 
Mstep: Class 2 contains 51709 members 
Mstep: Class 3 contains 12345 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44218 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45123 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45304 members 
Mstep: Class 13 contains 2238 members 
Mstep: Class 14 contains 54171 members 
Mstep: Class 15 contains 943 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 44022 members 
Mstep: Class 18 contains 45721 members 
Mstep: Class 19 contains 24700 members 
Mstep: Class 20 contains 47197 members 
Mstep: Class 21 contains 48009 members 
Mstep: Class 22 contains 46893 members 
Mstep: Class 23 contains 48717 members 
Mstep: Class 24 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 433Q: 24 clusters Score -1.112088e+08 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50930 members 
Mstep: Class 2 contains 51747 members 
Mstep: Class 3 contains 12432 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44200 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45119 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45280 members 
Mstep: Class 13 contains 2238 members 
Mstep: Class 14 contains 54176 members 
Mstep: Class 15 contains 943 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 44036 members 
Mstep: Class 18 contains 45679 members 
Mstep: Class 19 contains 24684 members 
Mstep: Class 20 contains 47153 members 
Mstep: Class 21 contains 47993 members 
Mstep: Class 22 contains 46894 members 
Mstep: Class 23 contains 48714 members 
Mstep: Class 24 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 434Q: 24 clusters Score -1.112088e+08 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50930 members 
Mstep: Class 2 contains 51741 members 
Mstep: Class 3 contains 12528 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44190 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45116 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45254 members 
Mstep: Class 13 contains 2238 members 
Mstep: Class 14 contains 54169 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 44060 members 
Mstep: Class 18 contains 45642 members 
Mstep: Class 19 contains 24672 members 
Mstep: Class 20 contains 47143 members 
Mstep: Class 21 contains 47978 members 
Mstep: Class 22 contains 46895 members 
Mstep: Class 23 contains 48719 members 
Mstep: Class 24 contains 1535 members 
Entering Unmasked Estep 
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Iteration 435Q: 24 clusters Score -1.112091e+08 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50935 members 
Mstep: Class 2 contains 51752 members 
Mstep: Class 3 contains 12641 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44181 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45099 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45249 members 
Mstep: Class 13 contains 2238 members 
Mstep: Class 14 contains 54151 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 44073 members 
Mstep: Class 18 contains 45610 members 
Mstep: Class 19 contains 24657 members 
Mstep: Class 20 contains 47080 members 
Mstep: Class 21 contains 47978 members 
Mstep: Class 22 contains 46907 members 
Mstep: Class 23 contains 48726 members 
Mstep: Class 24 contains 1533 members 
Entering Unmasked Estep 
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Iteration 436Q: 24 clusters Score -1.112092e+08 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50945 members 
Mstep: Class 2 contains 51768 members 
Mstep: Class 3 contains 12759 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44162 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45076 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45232 members 
Mstep: Class 13 contains 2238 members 
Mstep: Class 14 contains 54153 members 
Mstep: Class 15 contains 943 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 44095 members 
Mstep: Class 18 contains 45596 members 
Mstep: Class 19 contains 24645 members 
Mstep: Class 20 contains 47022 members 
Mstep: Class 21 contains 47971 members 
Mstep: Class 22 contains 46903 members 
Mstep: Class 23 contains 48714 members 
Mstep: Class 24 contains 1532 members 
Entering Unmasked Estep 
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Score: -111209240.000000 Penalty: 76057.484375
Iteration 437Q: 24 clusters Score -1.112092e+08 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50969 members 
Mstep: Class 2 contains 51781 members 
Mstep: Class 3 contains 12861 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44128 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45050 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45232 members 
Mstep: Class 13 contains 2237 members 
Mstep: Class 14 contains 54133 members 
Mstep: Class 15 contains 941 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 44107 members 
Mstep: Class 18 contains 45599 members 
Mstep: Class 19 contains 24636 members 
Mstep: Class 20 contains 46972 members 
Mstep: Class 21 contains 47939 members 
Mstep: Class 22 contains 46917 members 
Mstep: Class 23 contains 48724 members 
Mstep: Class 24 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111209208.000000 Penalty: 76057.484375
Iteration 438Q: 24 clusters Score -1.112092e+08 nChanged 1607
Entering ConstructFrom: 
Score: -111209208.000000 Penalty: 76057.484375
Entering ConstructFrom: 
Trying to split cluster 1 (50975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50975 members 
Entering Unmasked Estep 
Score: -9409942.000000 Penalty: 2688.094482
	Iteration 0F: 2 clusters Score -9409942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -9379662.000000 Penalty: 5376.188965
	Iteration 0F: 3 clusters Score -9379662 nChanged 23545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 26365 members 
Entering Unmasked Estep 
Score: -9392847.000000 Penalty: 5376.188965
	Iteration 1F: 3 clusters Score -9392847 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -9393696.000000 Penalty: 5376.188965
	Iteration 2Q: 3 clusters Score -9393696 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 27995 members 
Entering Unmasked Estep 
Score: -9394626.000000 Penalty: 5376.188965
	Iteration 3Q: 3 clusters Score -9394626 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -9395714.000000 Penalty: 5376.188965
	Iteration 4F: 3 clusters Score -9395714 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -9396927.000000 Penalty: 5376.188965
	Iteration 5F: 3 clusters Score -9396927 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -9398259.000000 Penalty: 5376.188965
	Iteration 6F: 3 clusters Score -9398259 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -9399620.000000 Penalty: 5376.188965
	Iteration 7F: 3 clusters Score -9399620 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -9401318.000000 Penalty: 5376.188965
	Iteration 8F: 3 clusters Score -9401318 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
Score: -9403087.000000 Penalty: 5376.188965
	Iteration 9F: 3 clusters Score -9403087 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -9404975.000000 Penalty: 5376.188965
	Iteration 10F: 3 clusters Score -9404975 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 45736 members 
Entering Unmasked Estep 
Score: -9406348.000000 Penalty: 5376.188965
	Iteration 11F: 3 clusters Score -9406348 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 47865 members 
Entering Unmasked Estep 
Score: -9406957.000000 Penalty: 5376.188965
	Iteration 12Q: 3 clusters Score -9406957 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 49216 members 
Entering Unmasked Estep 
Score: -9407304.000000 Penalty: 5376.188965
	Iteration 13Q: 3 clusters Score -9407304 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 49912 members 
Entering Unmasked Estep 
Score: -9407507.000000 Penalty: 5376.188965
	Iteration 14Q: 3 clusters Score -9407507 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 50226 members 
Entering Unmasked Estep 
Score: -9407593.000000 Penalty: 5376.188965
	Iteration 15Q: 3 clusters Score -9407593 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 50370 members 
Entering Unmasked Estep 
Score: -9407650.000000 Penalty: 5376.188965
	Iteration 16Q: 3 clusters Score -9407650 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 50439 members 
Entering Unmasked Estep 
Score: -9407699.000000 Penalty: 5376.188965
	Iteration 17Q: 3 clusters Score -9407699 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 50479 members 
Entering Unmasked Estep 
Score: -9407718.000000 Penalty: 5376.188965
	Iteration 18Q: 3 clusters Score -9407718 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 50502 members 
Entering Unmasked Estep 
Score: -9407740.000000 Penalty: 5376.188965
	Iteration 19Q: 3 clusters Score -9407740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 50516 members 
Entering Unmasked Estep 
Score: -9407759.000000 Penalty: 5376.188965
	Iteration 20F: 3 clusters Score -9407759 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 50524 members 
Entering Unmasked Estep 
Score: -9407773.000000 Penalty: 5376.188965
	Iteration 21Q: 3 clusters Score -9407773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 50532 members 
Entering Unmasked Estep 
Score: -9407761.000000 Penalty: 5376.188965
	Iteration 22Q: 3 clusters Score -9407761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 50538 members 
Entering Unmasked Estep 
Score: -9407767.000000 Penalty: 5376.188965
	Iteration 23Q: 3 clusters Score -9407767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 50541 members 
Entering Unmasked Estep 
Score: -9407774.000000 Penalty: 5376.188965
	Iteration 24Q: 3 clusters Score -9407774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 50545 members 
Entering Unmasked Estep 
Score: -9407774.000000 Penalty: 5376.188965
	Iteration 25Q: 3 clusters Score -9407774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 50552 members 
Entering Unmasked Estep 
Score: -9407761.000000 Penalty: 5376.188965
	Iteration 26Q: 3 clusters Score -9407761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 50559 members 
Entering Unmasked Estep 
Score: -9407780.000000 Penalty: 5376.188965
	Iteration 27Q: 3 clusters Score -9407780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 50563 members 
Entering Unmasked Estep 
Score: -9407775.000000 Penalty: 5376.188965
	Iteration 28Q: 3 clusters Score -9407775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 50567 members 
Entering Unmasked Estep 
Score: -9407771.000000 Penalty: 5376.188965
	Iteration 29Q: 3 clusters Score -9407771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 50573 members 
Entering Unmasked Estep 
Score: -9407779.000000 Penalty: 5376.188965
	Iteration 30Q: 3 clusters Score -9407779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 50574 members 
Entering Unmasked Estep 
Score: -9407772.000000 Penalty: 5376.188965
	Iteration 31Q: 3 clusters Score -9407772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 50576 members 
Entering Unmasked Estep 
Score: -9407785.000000 Penalty: 5376.188965
	Iteration 32Q: 3 clusters Score -9407785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 50578 members 
Entering Unmasked Estep 
Score: -9407783.000000 Penalty: 5376.188965
	Iteration 33Q: 3 clusters Score -9407783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 50577 members 
Entering Unmasked Estep 
Score: -9407786.000000 Penalty: 5376.188965
	Iteration 34Q: 3 clusters Score -9407786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 50578 members 
Entering Unmasked Estep 
Score: -9407789.000000 Penalty: 5376.188965
	Iteration 35Q: 3 clusters Score -9407789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 50579 members 
Entering Unmasked Estep 
Score: -9407783.000000 Penalty: 5376.188965
	Iteration 36Q: 3 clusters Score -9407783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 50582 members 
Entering Unmasked Estep 
Score: -9407784.000000 Penalty: 5376.188965
	Iteration 37Q: 3 clusters Score -9407784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 50583 members 
Entering Unmasked Estep 
Score: -9407791.000000 Penalty: 5376.188965
	Iteration 38Q: 3 clusters Score -9407791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 50585 members 
Entering Unmasked Estep 
Score: -9407786.000000 Penalty: 5376.188965
	Iteration 39Q: 3 clusters Score -9407786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 50587 members 
Entering Unmasked Estep 
Score: -9407785.000000 Penalty: 5376.188965
	Iteration 40F: 3 clusters Score -9407785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 50588 members 
Entering Unmasked Estep 
Score: -9407784.000000 Penalty: 5376.188965
	Iteration 41Q: 3 clusters Score -9407784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 50589 members 
Entering Unmasked Estep 
Score: -9407789.000000 Penalty: 5376.188965
	Iteration 42Q: 3 clusters Score -9407789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 50589 members 
Entering Unmasked Estep 
Score: -9407789.000000 Penalty: 5376.188965
	Iteration 43F: 3 clusters Score -9407789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (51843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51843 members 
Entering Unmasked Estep 
Score: -9500998.000000 Penalty: 2692.281738
	Iteration 0F: 2 clusters Score -9500998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -9469713.000000 Penalty: 5384.563477
	Iteration 0F: 3 clusters Score -9469713 nChanged 23908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -9482773.000000 Penalty: 5384.563477
	Iteration 1F: 3 clusters Score -9482773 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -9483348.000000 Penalty: 5384.563477
	Iteration 2Q: 3 clusters Score -9483348 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -9483986.000000 Penalty: 5384.563477
	Iteration 3Q: 3 clusters Score -9483986 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -9484748.000000 Penalty: 5384.563477
	Iteration 4Q: 3 clusters Score -9484748 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -9485716.000000 Penalty: 5384.563477
	Iteration 5Q: 3 clusters Score -9485716 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -9487052.000000 Penalty: 5384.563477
	Iteration 6Q: 3 clusters Score -9487052 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34128 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -9488902.000000 Penalty: 5384.563477
	Iteration 7F: 3 clusters Score -9488902 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -9490986.000000 Penalty: 5384.563477
	Iteration 8F: 3 clusters Score -9490986 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38938 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -9493117.000000 Penalty: 5384.563477
	Iteration 9F: 3 clusters Score -9493117 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41091 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -9494863.000000 Penalty: 5384.563477
	Iteration 10Q: 3 clusters Score -9494863 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -9496135.000000 Penalty: 5384.563477
	Iteration 11Q: 3 clusters Score -9496135 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44521 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -9497028.000000 Penalty: 5384.563477
	Iteration 12Q: 3 clusters Score -9497028 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45842 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -9497608.000000 Penalty: 5384.563477
	Iteration 13Q: 3 clusters Score -9497608 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -9497956.000000 Penalty: 5384.563477
	Iteration 14Q: 3 clusters Score -9497956 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47637 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -9498166.000000 Penalty: 5384.563477
	Iteration 15Q: 3 clusters Score -9498166 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48258 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -9498296.000000 Penalty: 5384.563477
	Iteration 16Q: 3 clusters Score -9498296 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48749 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -9498370.000000 Penalty: 5384.563477
	Iteration 17Q: 3 clusters Score -9498370 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49127 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -9498446.000000 Penalty: 5384.563477
	Iteration 18Q: 3 clusters Score -9498446 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49438 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -9498521.000000 Penalty: 5384.563477
	Iteration 19Q: 3 clusters Score -9498521 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49699 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -9498593.000000 Penalty: 5384.563477
	Iteration 20F: 3 clusters Score -9498593 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49901 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -9498680.000000 Penalty: 5384.563477
	Iteration 21Q: 3 clusters Score -9498680 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50070 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -9498738.000000 Penalty: 5384.563477
	Iteration 22Q: 3 clusters Score -9498738 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50200 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -9498797.000000 Penalty: 5384.563477
	Iteration 23Q: 3 clusters Score -9498797 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50306 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -9498829.000000 Penalty: 5384.563477
	Iteration 24Q: 3 clusters Score -9498829 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50394 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -9498873.000000 Penalty: 5384.563477
	Iteration 25Q: 3 clusters Score -9498873 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50467 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -9498903.000000 Penalty: 5384.563477
	Iteration 26Q: 3 clusters Score -9498903 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50534 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -9498916.000000 Penalty: 5384.563477
	Iteration 27Q: 3 clusters Score -9498916 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50587 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -9498939.000000 Penalty: 5384.563477
	Iteration 28Q: 3 clusters Score -9498939 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50613 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -9498949.000000 Penalty: 5384.563477
	Iteration 29Q: 3 clusters Score -9498949 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50633 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -9498966.000000 Penalty: 5384.563477
	Iteration 30Q: 3 clusters Score -9498966 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50663 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -9498974.000000 Penalty: 5384.563477
	Iteration 31Q: 3 clusters Score -9498974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50689 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -9498967.000000 Penalty: 5384.563477
	Iteration 32Q: 3 clusters Score -9498967 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50707 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -9498964.000000 Penalty: 5384.563477
	Iteration 33Q: 3 clusters Score -9498964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50728 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -9498962.000000 Penalty: 5384.563477
	Iteration 34Q: 3 clusters Score -9498962 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50752 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -9498981.000000 Penalty: 5384.563477
	Iteration 35Q: 3 clusters Score -9498981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50763 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -9498990.000000 Penalty: 5384.563477
	Iteration 36Q: 3 clusters Score -9498990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50770 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -9498992.000000 Penalty: 5384.563477
	Iteration 37Q: 3 clusters Score -9498992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50775 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -9498999.000000 Penalty: 5384.563477
	Iteration 38Q: 3 clusters Score -9498999 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50786 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -9498988.000000 Penalty: 5384.563477
	Iteration 39Q: 3 clusters Score -9498988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50791 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -9498993.000000 Penalty: 5384.563477
	Iteration 40F: 3 clusters Score -9498993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50796 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -9498985.000000 Penalty: 5384.563477
	Iteration 41Q: 3 clusters Score -9498985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50798 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -9498983.000000 Penalty: 5384.563477
	Iteration 42Q: 3 clusters Score -9498983 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50800 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -9498980.000000 Penalty: 5384.563477
	Iteration 43Q: 3 clusters Score -9498980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50801 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -9498989.000000 Penalty: 5384.563477
	Iteration 44Q: 3 clusters Score -9498989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50802 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -9498985.000000 Penalty: 5384.563477
	Iteration 45Q: 3 clusters Score -9498985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50803 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -9498989.000000 Penalty: 5384.563477
	Iteration 46Q: 3 clusters Score -9498989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50806 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -9498997.000000 Penalty: 5384.563477
	Iteration 47Q: 3 clusters Score -9498997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50810 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -9498993.000000 Penalty: 5384.563477
	Iteration 48Q: 3 clusters Score -9498993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50811 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -9498987.000000 Penalty: 5384.563477
	Iteration 49Q: 3 clusters Score -9498987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50811 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -9498987.000000 Penalty: 5384.563477
	Iteration 50F: 3 clusters Score -9498987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (12970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Entering Unmasked Estep 
Score: -2367216.250000 Penalty: 2348.657715
	Iteration 0F: 2 clusters Score -2367216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -2357679.750000 Penalty: 4697.315430
	Iteration 0F: 3 clusters Score -2357680 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -2360628.250000 Penalty: 4697.315430
	Iteration 1F: 3 clusters Score -2360628 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -2361100.250000 Penalty: 4697.315430
	Iteration 2F: 3 clusters Score -2361100 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -2361604.500000 Penalty: 4697.315430
	Iteration 3F: 3 clusters Score -2361604 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2362107.000000 Penalty: 4697.315430
	Iteration 4F: 3 clusters Score -2362107 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -2362583.250000 Penalty: 4697.315430
	Iteration 5F: 3 clusters Score -2362583 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2363024.000000 Penalty: 4697.315430
	Iteration 6F: 3 clusters Score -2363024 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -2363420.250000 Penalty: 4697.315430
	Iteration 7F: 3 clusters Score -2363420 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -2363809.500000 Penalty: 4697.315430
	Iteration 8F: 3 clusters Score -2363810 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -2364154.500000 Penalty: 4697.315430
	Iteration 9Q: 3 clusters Score -2364154 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -2364482.500000 Penalty: 4697.315430
	Iteration 10Q: 3 clusters Score -2364482 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -2364754.250000 Penalty: 4697.315430
	Iteration 11Q: 3 clusters Score -2364754 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2365003.750000 Penalty: 4697.315430
	Iteration 12Q: 3 clusters Score -2365004 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -2365178.000000 Penalty: 4697.315430
	Iteration 13Q: 3 clusters Score -2365178 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -2365325.750000 Penalty: 4697.315430
	Iteration 14Q: 3 clusters Score -2365326 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2365441.750000 Penalty: 4697.315430
	Iteration 15Q: 3 clusters Score -2365442 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -2365524.750000 Penalty: 4697.315430
	Iteration 16Q: 3 clusters Score -2365525 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2365581.500000 Penalty: 4697.315430
	Iteration 17Q: 3 clusters Score -2365582 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2365613.000000 Penalty: 4697.315430
	Iteration 18Q: 3 clusters Score -2365613 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -2365642.000000 Penalty: 4697.315430
	Iteration 19Q: 3 clusters Score -2365642 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2365661.750000 Penalty: 4697.315430
	Iteration 20F: 3 clusters Score -2365662 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -2365681.750000 Penalty: 4697.315430
	Iteration 21Q: 3 clusters Score -2365682 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -2365700.250000 Penalty: 4697.315430
	Iteration 22Q: 3 clusters Score -2365700 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -2365713.750000 Penalty: 4697.315430
	Iteration 23Q: 3 clusters Score -2365714 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -2365726.250000 Penalty: 4697.315430
	Iteration 24Q: 3 clusters Score -2365726 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2365742.500000 Penalty: 4697.315430
	Iteration 25Q: 3 clusters Score -2365742 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -2365751.500000 Penalty: 4697.315430
	Iteration 26Q: 3 clusters Score -2365752 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -2365763.000000 Penalty: 4697.315430
	Iteration 27Q: 3 clusters Score -2365763 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -2365766.000000 Penalty: 4697.315430
	Iteration 28Q: 3 clusters Score -2365766 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -2365773.000000 Penalty: 4697.315430
	Iteration 29Q: 3 clusters Score -2365773 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -2365783.750000 Penalty: 4697.315430
	Iteration 30Q: 3 clusters Score -2365784 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -2365796.000000 Penalty: 4697.315430
	Iteration 31Q: 3 clusters Score -2365796 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -2365804.500000 Penalty: 4697.315430
	Iteration 32Q: 3 clusters Score -2365804 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -2365807.500000 Penalty: 4697.315430
	Iteration 33Q: 3 clusters Score -2365808 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -2365810.750000 Penalty: 4697.315430
	Iteration 34Q: 3 clusters Score -2365811 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -2365821.000000 Penalty: 4697.315430
	Iteration 35Q: 3 clusters Score -2365821 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -2365832.250000 Penalty: 4697.315430
	Iteration 36Q: 3 clusters Score -2365832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2365831.500000 Penalty: 4697.315430
	Iteration 37Q: 3 clusters Score -2365832 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -2365827.750000 Penalty: 4697.315430
	Iteration 38Q: 3 clusters Score -2365828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -2365830.500000 Penalty: 4697.315430
	Iteration 39Q: 3 clusters Score -2365830 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2365836.750000 Penalty: 4697.315430
	Iteration 40F: 3 clusters Score -2365837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2365839.250000 Penalty: 4697.315430
	Iteration 41Q: 3 clusters Score -2365839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -2365841.750000 Penalty: 4697.315430
	Iteration 42Q: 3 clusters Score -2365842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2365843.750000 Penalty: 4697.315430
	Iteration 43Q: 3 clusters Score -2365844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -2365849.000000 Penalty: 4697.315430
	Iteration 44Q: 3 clusters Score -2365849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -2365850.750000 Penalty: 4697.315430
	Iteration 45Q: 3 clusters Score -2365851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2365855.500000 Penalty: 4697.315430
	Iteration 46Q: 3 clusters Score -2365856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -2365855.750000 Penalty: 4697.315430
	Iteration 47Q: 3 clusters Score -2365856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -2365857.000000 Penalty: 4697.315430
	Iteration 48Q: 3 clusters Score -2365857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -2365854.750000 Penalty: 4697.315430
	Iteration 49Q: 3 clusters Score -2365855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2365855.250000 Penalty: 4697.315430
	Iteration 50Q: 3 clusters Score -2365855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2365855.250000 Penalty: 4697.315430
	Iteration 51Q: 3 clusters Score -2365855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -2365858.500000 Penalty: 4697.315430
	Iteration 52Q: 3 clusters Score -2365858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -2365852.750000 Penalty: 4697.315430
	Iteration 53Q: 3 clusters Score -2365853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2365858.250000 Penalty: 4697.315430
	Iteration 54Q: 3 clusters Score -2365858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2365860.500000 Penalty: 4697.315430
	Iteration 55Q: 3 clusters Score -2365860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2365860.250000 Penalty: 4697.315430
	Iteration 56Q: 3 clusters Score -2365860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -2365857.500000 Penalty: 4697.315430
	Iteration 57Q: 3 clusters Score -2365858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -2365859.500000 Penalty: 4697.315430
	Iteration 58Q: 3 clusters Score -2365860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -2365859.500000 Penalty: 4697.315430
	Iteration 59F: 3 clusters Score -2365860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -31515.798828 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -31515.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -30299.201172 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -30299.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -30491.980469 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -30491.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -30648.097656 Penalty: 2965.527344
	Iteration 2F: 3 clusters Score -30648.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -30757.693359 Penalty: 2965.527344
	Iteration 3F: 3 clusters Score -30757.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -30829.630859 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -30829.63 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -30862.568359 Penalty: 2965.527344
	Iteration 5Q: 3 clusters Score -30862.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -30889.359375 Penalty: 2965.527344
	Iteration 6Q: 3 clusters Score -30889.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -30945.695312 Penalty: 2965.527344
	Iteration 7Q: 3 clusters Score -30945.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -31001.556641 Penalty: 2965.527344
	Iteration 8Q: 3 clusters Score -31001.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -31010.236328 Penalty: 2965.527344
	Iteration 9Q: 3 clusters Score -31010.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -31066.726562 Penalty: 2965.527344
	Iteration 10Q: 3 clusters Score -31066.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -31115.812500 Penalty: 2965.527344
	Iteration 11Q: 3 clusters Score -31115.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -31136.849609 Penalty: 2965.527344
	Iteration 12Q: 3 clusters Score -31136.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -31140.796875 Penalty: 2965.527344
	Iteration 13Q: 3 clusters Score -31140.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -31140.796875 Penalty: 2965.527344
	Iteration 14F: 3 clusters Score -31140.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44084 members 
Entering Unmasked Estep 
Score: -8079473.000000 Penalty: 2652.075439
	Iteration 0F: 2 clusters Score -8079473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -8050979.000000 Penalty: 5304.150879
	Iteration 0F: 3 clusters Score -8050979 nChanged 20201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -8062346.500000 Penalty: 5304.150879
	Iteration 1F: 3 clusters Score -8062346 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -8063692.500000 Penalty: 5304.150879
	Iteration 2F: 3 clusters Score -8063692 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 30403 members 
Entering Unmasked Estep 
Score: -8065775.000000 Penalty: 5304.150879
	Iteration 3F: 3 clusters Score -8065775 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -8068883.000000 Penalty: 5304.150879
	Iteration 4F: 3 clusters Score -8068883 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 37386 members 
Entering Unmasked Estep 
Score: -8072405.500000 Penalty: 5304.150879
	Iteration 5F: 3 clusters Score -8072406 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 40262 members 
Entering Unmasked Estep 
Score: -8075334.000000 Penalty: 5304.150879
	Iteration 6F: 3 clusters Score -8075334 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -8076844.500000 Penalty: 5304.150879
	Iteration 7Q: 3 clusters Score -8076844 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -8077429.000000 Penalty: 5304.150879
	Iteration 8Q: 3 clusters Score -8077429 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -8077667.500000 Penalty: 5304.150879
	Iteration 9Q: 3 clusters Score -8077668 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -8077745.000000 Penalty: 5304.150879
	Iteration 10Q: 3 clusters Score -8077745 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
Score: -8077785.500000 Penalty: 5304.150879
	Iteration 11Q: 3 clusters Score -8077786 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -8077811.500000 Penalty: 5304.150879
	Iteration 12Q: 3 clusters Score -8077812 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 43101 members 
Entering Unmasked Estep 
Score: -8077816.500000 Penalty: 5304.150879
	Iteration 13Q: 3 clusters Score -8077816 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -8077814.500000 Penalty: 5304.150879
	Iteration 14Q: 3 clusters Score -8077814 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 43156 members 
Entering Unmasked Estep 
Score: -8077832.000000 Penalty: 5304.150879
	Iteration 15Q: 3 clusters Score -8077832 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 43175 members 
Entering Unmasked Estep 
Score: -8077831.500000 Penalty: 5304.150879
	Iteration 16Q: 3 clusters Score -8077832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -8077833.000000 Penalty: 5304.150879
	Iteration 17Q: 3 clusters Score -8077833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -8077831.500000 Penalty: 5304.150879
	Iteration 18Q: 3 clusters Score -8077832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 43208 members 
Entering Unmasked Estep 
Score: -8077833.000000 Penalty: 5304.150879
	Iteration 19Q: 3 clusters Score -8077833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 43211 members 
Entering Unmasked Estep 
Score: -8077843.500000 Penalty: 5304.150879
	Iteration 20F: 3 clusters Score -8077844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 43215 members 
Entering Unmasked Estep 
Score: -8077840.000000 Penalty: 5304.150879
	Iteration 21Q: 3 clusters Score -8077840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -8077845.000000 Penalty: 5304.150879
	Iteration 22Q: 3 clusters Score -8077845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -8077843.000000 Penalty: 5304.150879
	Iteration 23Q: 3 clusters Score -8077843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -8077837.000000 Penalty: 5304.150879
	Iteration 24Q: 3 clusters Score -8077837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -8077843.500000 Penalty: 5304.150879
	Iteration 25Q: 3 clusters Score -8077844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -8077840.500000 Penalty: 5304.150879
	Iteration 26Q: 3 clusters Score -8077840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -8077840.500000 Penalty: 5304.150879
	Iteration 27F: 3 clusters Score -8077840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Entering Unmasked Estep 
Score: -117868.937500 Penalty: 1682.545410
	Iteration 0F: 2 clusters Score -117868.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -116084.539062 Penalty: 3365.090820
	Iteration 0F: 3 clusters Score -116084.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -116640.484375 Penalty: 3365.090820
	Iteration 1F: 3 clusters Score -116640.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -116845.367188 Penalty: 3365.090820
	Iteration 2F: 3 clusters Score -116845.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -116952.593750 Penalty: 3365.090820
	Iteration 3F: 3 clusters Score -116952.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -117048.437500 Penalty: 3365.090820
	Iteration 4Q: 3 clusters Score -117048.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -117123.640625 Penalty: 3365.090820
	Iteration 5Q: 3 clusters Score -117123.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -117157.953125 Penalty: 3365.090820
	Iteration 6Q: 3 clusters Score -117158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -117187.921875 Penalty: 3365.090820
	Iteration 7Q: 3 clusters Score -117187.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -117219.054688 Penalty: 3365.090820
	Iteration 8Q: 3 clusters Score -117219.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -117278.187500 Penalty: 3365.090820
	Iteration 9Q: 3 clusters Score -117278.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -117365.734375 Penalty: 3365.090820
	Iteration 10Q: 3 clusters Score -117365.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -117452.117188 Penalty: 3365.090820
	Iteration 11Q: 3 clusters Score -117452.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -117509.101562 Penalty: 3365.090820
	Iteration 12Q: 3 clusters Score -117509.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -117587.000000 Penalty: 3365.090820
	Iteration 13Q: 3 clusters Score -117587 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -117678.242188 Penalty: 3365.090820
	Iteration 14Q: 3 clusters Score -117678.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -117759.023438 Penalty: 3365.090820
	Iteration 15Q: 3 clusters Score -117759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -117843.007812 Penalty: 3365.090820
	Iteration 16Q: 3 clusters Score -117843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -117886.140625 Penalty: 3365.090820
	Iteration 17Q: 3 clusters Score -117886.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -117906.757812 Penalty: 3365.090820
	Iteration 18Q: 3 clusters Score -117906.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -117923.046875 Penalty: 3365.090820
	Iteration 19Q: 3 clusters Score -117923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -117955.343750 Penalty: 3365.090820
	Iteration 20F: 3 clusters Score -117955.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -118000.859375 Penalty: 3365.090820
	Iteration 21Q: 3 clusters Score -118000.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -118042.382812 Penalty: 3365.090820
	Iteration 22Q: 3 clusters Score -118042.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -118104.976562 Penalty: 3365.090820
	Iteration 23Q: 3 clusters Score -118105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -118200.234375 Penalty: 3365.090820
	Iteration 24Q: 3 clusters Score -118200.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -118300.085938 Penalty: 3365.090820
	Iteration 25Q: 3 clusters Score -118300.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -118430.046875 Penalty: 3365.090820
	Iteration 26Q: 3 clusters Score -118430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -118460.101562 Penalty: 3365.090820
	Iteration 27Q: 3 clusters Score -118460.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -118473.171875 Penalty: 3365.090820
	Iteration 28Q: 3 clusters Score -118473.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -118481.164062 Penalty: 3365.090820
	Iteration 29Q: 3 clusters Score -118481.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -118483.429688 Penalty: 3365.090820
	Iteration 30Q: 3 clusters Score -118483.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -118484.421875 Penalty: 3365.090820
	Iteration 31F: 3 clusters Score -118484.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -118497.929688 Penalty: 3365.090820
	Iteration 32Q: 3 clusters Score -118497.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -118500.164062 Penalty: 3365.090820
	Iteration 33Q: 3 clusters Score -118500.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -118500.164062 Penalty: 3365.090820
	Iteration 34F: 3 clusters Score -118500.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50975 members 
Mstep: Class 2 contains 51843 members 
Mstep: Class 3 contains 12970 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44084 members 
Mstep: Class 6 contains 452 members 
Mstep: Class 7 contains 45029 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 432 members 
Mstep: Class 12 contains 45244 members 
Mstep: Class 13 contains 2237 members 
Mstep: Class 14 contains 54112 members 
Mstep: Class 15 contains 939 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 44113 members 
Mstep: Class 18 contains 45592 members 
Mstep: Class 19 contains 24622 members 
Mstep: Class 20 contains 46969 members 
Mstep: Class 21 contains 47893 members 
Mstep: Class 22 contains 46903 members 
Mstep: Class 23 contains 48699 members 
Mstep: Class 24 contains 1530 members 
Entering Unmasked Estep 
Score: -111208264.000000 Penalty: 79364.328125
Splitting cluster 6 changes total score from -111209208.000000 to -111208264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (45029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Entering Unmasked Estep 
Score: -8235352.000000 Penalty: 2657.335449
	Iteration 0F: 2 clusters Score -8235352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -8206039.000000 Penalty: 5314.670898
	Iteration 0F: 3 clusters Score -8206039 nChanged 20674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -8217324.000000 Penalty: 5314.670898
	Iteration 1F: 3 clusters Score -8217324 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -8217831.500000 Penalty: 5314.670898
	Iteration 2Q: 3 clusters Score -8217832 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -8218405.000000 Penalty: 5314.670898
	Iteration 3Q: 3 clusters Score -8218405 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -8219124.000000 Penalty: 5314.670898
	Iteration 4Q: 3 clusters Score -8219124 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -8220260.500000 Penalty: 5314.670898
	Iteration 5F: 3 clusters Score -8220260 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -8222030.500000 Penalty: 5314.670898
	Iteration 6F: 3 clusters Score -8222030 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32805 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -8224371.500000 Penalty: 5314.670898
	Iteration 7F: 3 clusters Score -8224372 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -8227131.500000 Penalty: 5314.670898
	Iteration 8F: 3 clusters Score -8227132 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -8229678.500000 Penalty: 5314.670898
	Iteration 9F: 3 clusters Score -8229678 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -8231777.000000 Penalty: 5314.670898
	Iteration 10Q: 3 clusters Score -8231777 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -8233168.500000 Penalty: 5314.670898
	Iteration 11Q: 3 clusters Score -8233168 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42057 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -8233815.000000 Penalty: 5314.670898
	Iteration 12Q: 3 clusters Score -8233815 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42256 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -8233997.500000 Penalty: 5314.670898
	Iteration 13Q: 3 clusters Score -8233998 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42375 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -8234043.500000 Penalty: 5314.670898
	Iteration 14Q: 3 clusters Score -8234044 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -8234063.000000 Penalty: 5314.670898
	Iteration 15Q: 3 clusters Score -8234063 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42572 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -8234090.000000 Penalty: 5314.670898
	Iteration 16Q: 3 clusters Score -8234090 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -8234087.500000 Penalty: 5314.670898
	Iteration 17Q: 3 clusters Score -8234088 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42683 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -8234078.000000 Penalty: 5314.670898
	Iteration 18Q: 3 clusters Score -8234078 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -8234079.000000 Penalty: 5314.670898
	Iteration 19Q: 3 clusters Score -8234079 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42774 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -8234081.500000 Penalty: 5314.670898
	Iteration 20F: 3 clusters Score -8234082 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -8234075.500000 Penalty: 5314.670898
	Iteration 21Q: 3 clusters Score -8234076 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42826 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -8234092.000000 Penalty: 5314.670898
	Iteration 22Q: 3 clusters Score -8234092 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -8234084.000000 Penalty: 5314.670898
	Iteration 23Q: 3 clusters Score -8234084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42860 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -8234084.000000 Penalty: 5314.670898
	Iteration 24Q: 3 clusters Score -8234084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -8234075.500000 Penalty: 5314.670898
	Iteration 25Q: 3 clusters Score -8234076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42881 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -8234070.000000 Penalty: 5314.670898
	Iteration 26Q: 3 clusters Score -8234070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42894 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -8234091.000000 Penalty: 5314.670898
	Iteration 27Q: 3 clusters Score -8234091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -8234084.000000 Penalty: 5314.670898
	Iteration 28Q: 3 clusters Score -8234084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -8234087.000000 Penalty: 5314.670898
	Iteration 29Q: 3 clusters Score -8234087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42913 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -8234084.500000 Penalty: 5314.670898
	Iteration 30Q: 3 clusters Score -8234084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42916 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -8234089.000000 Penalty: 5314.670898
	Iteration 31Q: 3 clusters Score -8234089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -8234090.500000 Penalty: 5314.670898
	Iteration 32Q: 3 clusters Score -8234090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42921 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -8234081.000000 Penalty: 5314.670898
	Iteration 33Q: 3 clusters Score -8234081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -8234086.500000 Penalty: 5314.670898
	Iteration 34Q: 3 clusters Score -8234086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -8234085.500000 Penalty: 5314.670898
	Iteration 35Q: 3 clusters Score -8234086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -8234085.500000 Penalty: 5314.670898
	Iteration 36F: 3 clusters Score -8234086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -67483.445312 Penalty: 1589.723389
	Iteration 0F: 2 clusters Score -67483.45 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 338 members 
Entering Unmasked Estep 
Score: -65987.515625 Penalty: 3179.446777
	Iteration 0F: 3 clusters Score -65987.52 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -66405.265625 Penalty: 3179.446777
	Iteration 1F: 3 clusters Score -66405.27 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -66580.093750 Penalty: 3179.446777
	Iteration 2F: 3 clusters Score -66580.09 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -66709.421875 Penalty: 3179.446777
	Iteration 3F: 3 clusters Score -66709.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -66836.390625 Penalty: 3179.446777
	Iteration 4Q: 3 clusters Score -66836.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -66920.140625 Penalty: 3179.446777
	Iteration 5Q: 3 clusters Score -66920.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -67010.226562 Penalty: 3179.446777
	Iteration 6Q: 3 clusters Score -67010.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -67101.710938 Penalty: 3179.446777
	Iteration 7Q: 3 clusters Score -67101.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -67134.539062 Penalty: 3179.446777
	Iteration 8Q: 3 clusters Score -67134.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -67182.687500 Penalty: 3179.446777
	Iteration 9Q: 3 clusters Score -67182.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -67232.468750 Penalty: 3179.446777
	Iteration 10Q: 3 clusters Score -67232.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -67271.734375 Penalty: 3179.446777
	Iteration 11Q: 3 clusters Score -67271.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -67287.437500 Penalty: 3179.446777
	Iteration 12Q: 3 clusters Score -67287.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -67295.671875 Penalty: 3179.446777
	Iteration 13Q: 3 clusters Score -67295.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -67300.398438 Penalty: 3179.446777
	Iteration 14Q: 3 clusters Score -67300.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -67307.242188 Penalty: 3179.446777
	Iteration 15Q: 3 clusters Score -67307.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -67307.242188 Penalty: 3179.446777
	Iteration 16F: 3 clusters Score -67307.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Entering Unmasked Estep 
Score: -153891.890625 Penalty: 1712.875244
	Iteration 0F: 2 clusters Score -153891.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -151999.625000 Penalty: 3425.750488
	Iteration 0F: 3 clusters Score -151999.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -152467.906250 Penalty: 3425.750488
	Iteration 1F: 3 clusters Score -152467.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -152649.125000 Penalty: 3425.750488
	Iteration 2F: 3 clusters Score -152649.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -152721.343750 Penalty: 3425.750488
	Iteration 3Q: 3 clusters Score -152721.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -152753.828125 Penalty: 3425.750488
	Iteration 4Q: 3 clusters Score -152753.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -152781.203125 Penalty: 3425.750488
	Iteration 5Q: 3 clusters Score -152781.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -152802.250000 Penalty: 3425.750488
	Iteration 6Q: 3 clusters Score -152802.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -152817.453125 Penalty: 3425.750488
	Iteration 7Q: 3 clusters Score -152817.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -152818.765625 Penalty: 3425.750488
	Iteration 8Q: 3 clusters Score -152818.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -152818.765625 Penalty: 3425.750488
	Iteration 9F: 3 clusters Score -152818.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -94938.484375 Penalty: 1583.109619
	Iteration 0F: 2 clusters Score -94938.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -93451.414062 Penalty: 3166.219238
	Iteration 0F: 3 clusters Score -93451.41 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -93836.039062 Penalty: 3166.219238
	Iteration 1F: 3 clusters Score -93836.04 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -94071.984375 Penalty: 3166.219238
	Iteration 2F: 3 clusters Score -94071.98 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -94265.328125 Penalty: 3166.219238
	Iteration 3F: 3 clusters Score -94265.33 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -94440.476562 Penalty: 3166.219238
	Iteration 4F: 3 clusters Score -94440.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -94592.843750 Penalty: 3166.219238
	Iteration 5Q: 3 clusters Score -94592.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -94740.164062 Penalty: 3166.219238
	Iteration 6Q: 3 clusters Score -94740.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -94837.945312 Penalty: 3166.219238
	Iteration 7Q: 3 clusters Score -94837.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -94971.078125 Penalty: 3166.219238
	Iteration 8Q: 3 clusters Score -94971.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -95050.234375 Penalty: 3166.219238
	Iteration 9Q: 3 clusters Score -95050.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -95116.375000 Penalty: 3166.219238
	Iteration 10Q: 3 clusters Score -95116.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -95173.742188 Penalty: 3166.219238
	Iteration 11Q: 3 clusters Score -95173.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -95256.132812 Penalty: 3166.219238
	Iteration 12Q: 3 clusters Score -95256.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -95354.859375 Penalty: 3166.219238
	Iteration 13Q: 3 clusters Score -95354.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -95439.781250 Penalty: 3166.219238
	Iteration 14Q: 3 clusters Score -95439.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -95497.734375 Penalty: 3166.219238
	Iteration 15Q: 3 clusters Score -95497.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -95523.804688 Penalty: 3166.219238
	Iteration 16Q: 3 clusters Score -95523.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -95552.921875 Penalty: 3166.219238
	Iteration 17Q: 3 clusters Score -95552.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -95561.851562 Penalty: 3166.219238
	Iteration 18Q: 3 clusters Score -95561.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -95572.171875 Penalty: 3166.219238
	Iteration 19Q: 3 clusters Score -95572.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -95589.257812 Penalty: 3166.219238
	Iteration 20F: 3 clusters Score -95589.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -95616.101562 Penalty: 3166.219238
	Iteration 21Q: 3 clusters Score -95616.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -95618.257812 Penalty: 3166.219238
	Iteration 22Q: 3 clusters Score -95618.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -95618.257812 Penalty: 3166.219238
	Iteration 23F: 3 clusters Score -95618.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50975 members 
Mstep: Class 2 contains 51843 members 
Mstep: Class 3 contains 12970 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44084 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45029 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 284 members 
Mstep: Class 11 contains 308 members 
Mstep: Class 12 contains 45244 members 
Mstep: Class 13 contains 2237 members 
Mstep: Class 14 contains 54112 members 
Mstep: Class 15 contains 939 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 44113 members 
Mstep: Class 18 contains 45592 members 
Mstep: Class 19 contains 24622 members 
Mstep: Class 20 contains 46969 members 
Mstep: Class 21 contains 47893 members 
Mstep: Class 22 contains 46903 members 
Mstep: Class 23 contains 48699 members 
Mstep: Class 24 contains 1530 members 
Entering Unmasked Estep 
Score: -111208208.000000 Penalty: 79364.328125
Splitting cluster 10 changes total score from -111209208.000000 to -111208208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (45244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45244 members 
Entering Unmasked Estep 
Score: -8273432.000000 Penalty: 2658.516846
	Iteration 0F: 2 clusters Score -8273432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -8244132.000000 Penalty: 5317.033691
	Iteration 0F: 3 clusters Score -8244132 nChanged 20866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -8255444.000000 Penalty: 5317.033691
	Iteration 1F: 3 clusters Score -8255444 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -8256029.500000 Penalty: 5317.033691
	Iteration 2Q: 3 clusters Score -8256030 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -8256499.000000 Penalty: 5317.033691
	Iteration 3Q: 3 clusters Score -8256499 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -8256903.000000 Penalty: 5317.033691
	Iteration 4Q: 3 clusters Score -8256903 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -8257304.000000 Penalty: 5317.033691
	Iteration 5Q: 3 clusters Score -8257304 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -8257725.000000 Penalty: 5317.033691
	Iteration 6Q: 3 clusters Score -8257725 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -8258270.500000 Penalty: 5317.033691
	Iteration 7Q: 3 clusters Score -8258270 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -8259159.500000 Penalty: 5317.033691
	Iteration 8Q: 3 clusters Score -8259160 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -8260438.000000 Penalty: 5317.033691
	Iteration 9Q: 3 clusters Score -8260438 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 19904 members 
Entering Unmasked Estep 
Score: -8262213.000000 Penalty: 5317.033691
	Iteration 10F: 3 clusters Score -8262213 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25709 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -8264069.500000 Penalty: 5317.033691
	Iteration 11F: 3 clusters Score -8264070 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -8265474.000000 Penalty: 5317.033691
	Iteration 12F: 3 clusters Score -8265474 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26102 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -8266257.000000 Penalty: 5317.033691
	Iteration 13Q: 3 clusters Score -8266257 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26143 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -8266686.000000 Penalty: 5317.033691
	Iteration 14Q: 3 clusters Score -8266686 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26149 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -8266895.500000 Penalty: 5317.033691
	Iteration 15Q: 3 clusters Score -8266896 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -8267029.000000 Penalty: 5317.033691
	Iteration 16Q: 3 clusters Score -8267029 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -8267135.000000 Penalty: 5317.033691
	Iteration 17Q: 3 clusters Score -8267135 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -8267219.000000 Penalty: 5317.033691
	Iteration 18Q: 3 clusters Score -8267219 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -8267281.500000 Penalty: 5317.033691
	Iteration 19Q: 3 clusters Score -8267282 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -8267349.000000 Penalty: 5317.033691
	Iteration 20F: 3 clusters Score -8267349 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -8267398.500000 Penalty: 5317.033691
	Iteration 21Q: 3 clusters Score -8267398 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25902 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -8267431.500000 Penalty: 5317.033691
	Iteration 22Q: 3 clusters Score -8267432 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -8267481.500000 Penalty: 5317.033691
	Iteration 23Q: 3 clusters Score -8267482 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -8267525.500000 Penalty: 5317.033691
	Iteration 24Q: 3 clusters Score -8267526 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8267579 nChanged 242
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8267609 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8267641 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8267664 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25249 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8267694 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8267738 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8267774 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8267812 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8267806 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -8267822.500000 Penalty: 5317.033691
	Iteration 34Q: 3 clusters Score -8267822 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24767 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8267879 nChanged 168
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Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8267909 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -8267935.500000 Penalty: 5317.033691
	Iteration 37Q: 3 clusters Score -8267936 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8267931 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8267918 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8267934 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8267946 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8267967 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8267984 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8268008 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8268016 nChanged 220
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8268050 nChanged 219
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8268084 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8268112 nChanged 243
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8268128 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -8268161.500000 Penalty: 5317.033691
	Iteration 50Q: 3 clusters Score -8268162 nChanged 281
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Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8268218 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8268250 nChanged 308
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Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 23720 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8268308 nChanged 309
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Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8268362 nChanged 333
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Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8268438 nChanged 354
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Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 24684 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8268478 nChanged 342
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Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8268622 nChanged 395
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8268656 nChanged 397
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8268706 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8268794 nChanged 401
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 26940 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8268880 nChanged 413
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8268900 nChanged 393
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Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8268985 nChanged 437
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8269063 nChanged 443
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Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8269127 nChanged 518
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Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8269268 nChanged 579
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8269394 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8269528 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8269958 nChanged 735
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8270234 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 33232 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8270438 nChanged 688
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Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8270696 nChanged 645
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Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8270940 nChanged 606
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Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8271174 nChanged 553
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Mstep: Class 1 contains 9542 members 
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	Iteration 77Q: 3 clusters Score -8271358 nChanged 503
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Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8271571 nChanged 451
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Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 36636 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8271668 nChanged 403
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Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8271742 nChanged 412
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Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8271864 nChanged 389
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Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 37838 members 
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	Iteration 82Q: 3 clusters Score -8271962 nChanged 384
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Mstep: Class 1 contains 7024 members 
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	Iteration 83Q: 3 clusters Score -8272021 nChanged 374
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Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 38592 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8272100 nChanged 355
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Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 38945 members 
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Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 39273 members 
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	Iteration 86Q: 3 clusters Score -8272255 nChanged 315
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Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 39588 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8272313 nChanged 262
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Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 39848 members 
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Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 40093 members 
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	Iteration 89Q: 3 clusters Score -8272384 nChanged 219
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Mstep: Class 1 contains 4932 members 
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	Iteration 90Q: 3 clusters Score -8272412 nChanged 229
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Mstep: Class 1 contains 4705 members 
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	Iteration 91Q: 3 clusters Score -8272474 nChanged 227
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Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 40766 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8272532 nChanged 220
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Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4090 members 
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Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 41319 members 
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Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 41473 members 
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	Iteration 96Q: 3 clusters Score -8272688 nChanged 150
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Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8272726 nChanged 123
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Mstep: Class 1 contains 3500 members 
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	Iteration 98Q: 3 clusters Score -8272748 nChanged 102
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Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 41846 members 
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	Iteration 99Q: 3 clusters Score -8272718 nChanged 90
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Mstep: Class 1 contains 3308 members 
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	Iteration 100F: 3 clusters Score -8272744 nChanged 70
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Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 42006 members 
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	Iteration 101Q: 3 clusters Score -8272744 nChanged 53
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Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 42059 members 
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	Iteration 102Q: 3 clusters Score -8272748 nChanged 52
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Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 42111 members 
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	Iteration 103Q: 3 clusters Score -8272752 nChanged 58
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Mstep: Class 1 contains 3077 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8272744 nChanged 53
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	Iteration 105Q: 3 clusters Score -8272750 nChanged 47
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	Iteration 106Q: 3 clusters Score -8272757 nChanged 44
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	Iteration 107Q: 3 clusters Score -8272768 nChanged 36
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Mstep: Class 1 contains 2897 members 
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	Iteration 108Q: 3 clusters Score -8272764 nChanged 32
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Mstep: Class 1 contains 2865 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8272790 nChanged 36
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8272780 nChanged 45
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Mstep: Class 1 contains 2784 members 
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	Iteration 111Q: 3 clusters Score -8272786 nChanged 34
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8272780 nChanged 38
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	Iteration 114Q: 3 clusters Score -8272780 nChanged 32
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8272778 nChanged 26
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	Iteration 116Q: 3 clusters Score -8272788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -8272779.500000 Penalty: 5317.033691
	Iteration 117Q: 3 clusters Score -8272780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -8272784.500000 Penalty: 5317.033691
	Iteration 118Q: 3 clusters Score -8272784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 42682 members 
Entering Unmasked Estep 
Score: -8272781.000000 Penalty: 5317.033691
	Iteration 119Q: 3 clusters Score -8272781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 42690 members 
Entering Unmasked Estep 
Score: -8272779.000000 Penalty: 5317.033691
	Iteration 120F: 3 clusters Score -8272779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -8272786.500000 Penalty: 5317.033691
	Iteration 121Q: 3 clusters Score -8272786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 42699 members 
Entering Unmasked Estep 
Score: -8272784.500000 Penalty: 5317.033691
	Iteration 122Q: 3 clusters Score -8272784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 42704 members 
Entering Unmasked Estep 
Score: -8272783.000000 Penalty: 5317.033691
	Iteration 123Q: 3 clusters Score -8272783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -8272782.000000 Penalty: 5317.033691
	Iteration 124Q: 3 clusters Score -8272782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 42708 members 
Entering Unmasked Estep 
Score: -8272781.500000 Penalty: 5317.033691
	Iteration 125Q: 3 clusters Score -8272782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -8272779.500000 Penalty: 5317.033691
	Iteration 126Q: 3 clusters Score -8272780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -8272779.500000 Penalty: 5317.033691
	Iteration 127F: 3 clusters Score -8272780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Entering Unmasked Estep 
Score: -379682.593750 Penalty: 1912.796997
	Iteration 0F: 2 clusters Score -379682.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -376883.562500 Penalty: 3825.593994
	Iteration 0F: 3 clusters Score -376883.6 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -377400.343750 Penalty: 3825.593994
	Iteration 1F: 3 clusters Score -377400.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -377567.218750 Penalty: 3825.593994
	Iteration 2F: 3 clusters Score -377567.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -377654.937500 Penalty: 3825.593994
	Iteration 3F: 3 clusters Score -377654.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -377718.343750 Penalty: 3825.593994
	Iteration 4Q: 3 clusters Score -377718.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -377768.312500 Penalty: 3825.593994
	Iteration 5Q: 3 clusters Score -377768.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -377800.343750 Penalty: 3825.593994
	Iteration 6Q: 3 clusters Score -377800.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -377820.250000 Penalty: 3825.593994
	Iteration 7Q: 3 clusters Score -377820.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -377837.843750 Penalty: 3825.593994
	Iteration 8Q: 3 clusters Score -377837.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -377853.218750 Penalty: 3825.593994
	Iteration 9Q: 3 clusters Score -377853.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -377862.343750 Penalty: 3825.593994
	Iteration 10Q: 3 clusters Score -377862.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -377868.937500 Penalty: 3825.593994
	Iteration 11Q: 3 clusters Score -377868.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -377872.906250 Penalty: 3825.593994
	Iteration 12Q: 3 clusters Score -377872.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -377877.156250 Penalty: 3825.593994
	Iteration 13Q: 3 clusters Score -377877.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -377882.000000 Penalty: 3825.593994
	Iteration 14Q: 3 clusters Score -377882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -377885.906250 Penalty: 3825.593994
	Iteration 15Q: 3 clusters Score -377885.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -377896.750000 Penalty: 3825.593994
	Iteration 16Q: 3 clusters Score -377896.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -377904.187500 Penalty: 3825.593994
	Iteration 17Q: 3 clusters Score -377904.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -377911.031250 Penalty: 3825.593994
	Iteration 18Q: 3 clusters Score -377911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -377919.218750 Penalty: 3825.593994
	Iteration 19Q: 3 clusters Score -377919.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -377926.250000 Penalty: 3825.593994
	Iteration 20F: 3 clusters Score -377926.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -377934.343750 Penalty: 3825.593994
	Iteration 21Q: 3 clusters Score -377934.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -377940.031250 Penalty: 3825.593994
	Iteration 22Q: 3 clusters Score -377940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -377941.937500 Penalty: 3825.593994
	Iteration 23Q: 3 clusters Score -377941.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -377943.000000 Penalty: 3825.593994
	Iteration 24Q: 3 clusters Score -377943 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -377944.468750 Penalty: 3825.593994
	Iteration 25Q: 3 clusters Score -377944.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -377945.406250 Penalty: 3825.593994
	Iteration 26Q: 3 clusters Score -377945.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -377948.968750 Penalty: 3825.593994
	Iteration 27Q: 3 clusters Score -377949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -377953.000000 Penalty: 3825.593994
	Iteration 28Q: 3 clusters Score -377953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -377961.750000 Penalty: 3825.593994
	Iteration 29Q: 3 clusters Score -377961.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -377965.531250 Penalty: 3825.593994
	Iteration 30Q: 3 clusters Score -377965.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -377970.375000 Penalty: 3825.593994
	Iteration 31Q: 3 clusters Score -377970.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -377974.187500 Penalty: 3825.593994
	Iteration 32Q: 3 clusters Score -377974.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -377978.031250 Penalty: 3825.593994
	Iteration 33Q: 3 clusters Score -377978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -377984.000000 Penalty: 3825.593994
	Iteration 34Q: 3 clusters Score -377984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -377990.968750 Penalty: 3825.593994
	Iteration 35Q: 3 clusters Score -377991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -377997.000000 Penalty: 3825.593994
	Iteration 36Q: 3 clusters Score -377997 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -378004.718750 Penalty: 3825.593994
	Iteration 37Q: 3 clusters Score -378004.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -378009.312500 Penalty: 3825.593994
	Iteration 38Q: 3 clusters Score -378009.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -378011.843750 Penalty: 3825.593994
	Iteration 39Q: 3 clusters Score -378011.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -378012.375000 Penalty: 3825.593994
	Iteration 40F: 3 clusters Score -378012.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -378013.812500 Penalty: 3825.593994
	Iteration 41Q: 3 clusters Score -378013.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -378014.593750 Penalty: 3825.593994
	Iteration 42Q: 3 clusters Score -378014.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -378016.531250 Penalty: 3825.593994
	Iteration 43Q: 3 clusters Score -378016.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -378018.625000 Penalty: 3825.593994
	Iteration 44Q: 3 clusters Score -378018.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -378023.312500 Penalty: 3825.593994
	Iteration 45Q: 3 clusters Score -378023.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -378030.781250 Penalty: 3825.593994
	Iteration 46Q: 3 clusters Score -378030.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -378035.500000 Penalty: 3825.593994
	Iteration 47Q: 3 clusters Score -378035.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -378039.250000 Penalty: 3825.593994
	Iteration 48Q: 3 clusters Score -378039.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -378044.843750 Penalty: 3825.593994
	Iteration 49Q: 3 clusters Score -378044.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -378050.343750 Penalty: 3825.593994
	Iteration 50Q: 3 clusters Score -378050.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -378055.968750 Penalty: 3825.593994
	Iteration 51Q: 3 clusters Score -378056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -378060.781250 Penalty: 3825.593994
	Iteration 52Q: 3 clusters Score -378060.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -378065.062500 Penalty: 3825.593994
	Iteration 53Q: 3 clusters Score -378065.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -378067.500000 Penalty: 3825.593994
	Iteration 54Q: 3 clusters Score -378067.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -378072.687500 Penalty: 3825.593994
	Iteration 55Q: 3 clusters Score -378072.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -378078.843750 Penalty: 3825.593994
	Iteration 56Q: 3 clusters Score -378078.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -378082.343750 Penalty: 3825.593994
	Iteration 57Q: 3 clusters Score -378082.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -378088.687500 Penalty: 3825.593994
	Iteration 58Q: 3 clusters Score -378088.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -378091.281250 Penalty: 3825.593994
	Iteration 59Q: 3 clusters Score -378091.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -378093.781250 Penalty: 3825.593994
	Iteration 60F: 3 clusters Score -378093.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -378094.656250 Penalty: 3825.593994
	Iteration 61Q: 3 clusters Score -378094.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -378096.281250 Penalty: 3825.593994
	Iteration 62Q: 3 clusters Score -378096.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -378096.843750 Penalty: 3825.593994
	Iteration 63Q: 3 clusters Score -378096.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -378097.250000 Penalty: 3825.593994
	Iteration 64Q: 3 clusters Score -378097.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -378097.750000 Penalty: 3825.593994
	Iteration 65Q: 3 clusters Score -378097.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -378097.750000 Penalty: 3825.593994
	Iteration 66F: 3 clusters Score -378097.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (54112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54112 members 
Entering Unmasked Estep 
Score: -9801506.000000 Penalty: 2702.905273
	Iteration 0F: 2 clusters Score -9801506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 27083 members 
Entering Unmasked Estep 
Score: -9767354.000000 Penalty: 5405.810547
	Iteration 0F: 3 clusters Score -9767354 nChanged 25173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -9781112.000000 Penalty: 5405.810547
	Iteration 1F: 3 clusters Score -9781112 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -9781557.000000 Penalty: 5405.810547
	Iteration 2Q: 3 clusters Score -9781557 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -9781971.000000 Penalty: 5405.810547
	Iteration 3Q: 3 clusters Score -9781971 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -9782321.000000 Penalty: 5405.810547
	Iteration 4Q: 3 clusters Score -9782321 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -9782833.000000 Penalty: 5405.810547
	Iteration 5Q: 3 clusters Score -9782833 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -9783452.000000 Penalty: 5405.810547
	Iteration 6Q: 3 clusters Score -9783452 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22466 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -9784301.000000 Penalty: 5405.810547
	Iteration 7Q: 3 clusters Score -9784301 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -9785464.000000 Penalty: 5405.810547
	Iteration 8Q: 3 clusters Score -9785464 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -9787113.000000 Penalty: 5405.810547
	Iteration 9Q: 3 clusters Score -9787113 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -9789083.000000 Penalty: 5405.810547
	Iteration 10Q: 3 clusters Score -9789083 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -9791378.000000 Penalty: 5405.810547
	Iteration 11F: 3 clusters Score -9791378 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 42579 members 
Entering Unmasked Estep 
Score: -9793517.000000 Penalty: 5405.810547
	Iteration 12F: 3 clusters Score -9793517 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 44745 members 
Entering Unmasked Estep 
Score: -9795043.000000 Penalty: 5405.810547
	Iteration 13Q: 3 clusters Score -9795043 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 46501 members 
Entering Unmasked Estep 
Score: -9796046.000000 Penalty: 5405.810547
	Iteration 14Q: 3 clusters Score -9796046 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 47889 members 
Entering Unmasked Estep 
Score: -9796736.000000 Penalty: 5405.810547
	Iteration 15Q: 3 clusters Score -9796736 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 48979 members 
Entering Unmasked Estep 
Score: -9797206.000000 Penalty: 5405.810547
	Iteration 16Q: 3 clusters Score -9797206 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 49918 members 
Entering Unmasked Estep 
Score: -9797604.000000 Penalty: 5405.810547
	Iteration 17Q: 3 clusters Score -9797604 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 50681 members 
Entering Unmasked Estep 
Score: -9797926.000000 Penalty: 5405.810547
	Iteration 18Q: 3 clusters Score -9797926 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 51309 members 
Entering Unmasked Estep 
Score: -9798205.000000 Penalty: 5405.810547
	Iteration 19Q: 3 clusters Score -9798205 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 51751 members 
Entering Unmasked Estep 
Score: -9798417.000000 Penalty: 5405.810547
	Iteration 20F: 3 clusters Score -9798417 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 52077 members 
Entering Unmasked Estep 
Score: -9798531.000000 Penalty: 5405.810547
	Iteration 21Q: 3 clusters Score -9798531 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 52319 members 
Entering Unmasked Estep 
Score: -9798599.000000 Penalty: 5405.810547
	Iteration 22Q: 3 clusters Score -9798599 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 52500 members 
Entering Unmasked Estep 
Score: -9798689.000000 Penalty: 5405.810547
	Iteration 23Q: 3 clusters Score -9798689 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 52637 members 
Entering Unmasked Estep 
Score: -9798757.000000 Penalty: 5405.810547
	Iteration 24Q: 3 clusters Score -9798757 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 52745 members 
Entering Unmasked Estep 
Score: -9798800.000000 Penalty: 5405.810547
	Iteration 25Q: 3 clusters Score -9798800 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 52826 members 
Entering Unmasked Estep 
Score: -9798821.000000 Penalty: 5405.810547
	Iteration 26Q: 3 clusters Score -9798821 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 52888 members 
Entering Unmasked Estep 
Score: -9798850.000000 Penalty: 5405.810547
	Iteration 27Q: 3 clusters Score -9798850 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 52946 members 
Entering Unmasked Estep 
Score: -9798883.000000 Penalty: 5405.810547
	Iteration 28Q: 3 clusters Score -9798883 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 52997 members 
Entering Unmasked Estep 
Score: -9798927.000000 Penalty: 5405.810547
	Iteration 29Q: 3 clusters Score -9798927 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 53045 members 
Entering Unmasked Estep 
Score: -9798939.000000 Penalty: 5405.810547
	Iteration 30Q: 3 clusters Score -9798939 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 53079 members 
Entering Unmasked Estep 
Score: -9798973.000000 Penalty: 5405.810547
	Iteration 31Q: 3 clusters Score -9798973 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 53109 members 
Entering Unmasked Estep 
Score: -9798978.000000 Penalty: 5405.810547
	Iteration 32Q: 3 clusters Score -9798978 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 53136 members 
Entering Unmasked Estep 
Score: -9799006.000000 Penalty: 5405.810547
	Iteration 33Q: 3 clusters Score -9799006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 53150 members 
Entering Unmasked Estep 
Score: -9799006.000000 Penalty: 5405.810547
	Iteration 34Q: 3 clusters Score -9799006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 53164 members 
Entering Unmasked Estep 
Score: -9799021.000000 Penalty: 5405.810547
	Iteration 35Q: 3 clusters Score -9799021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 53175 members 
Entering Unmasked Estep 
Score: -9799029.000000 Penalty: 5405.810547
	Iteration 36Q: 3 clusters Score -9799029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 53185 members 
Entering Unmasked Estep 
Score: -9799035.000000 Penalty: 5405.810547
	Iteration 37Q: 3 clusters Score -9799035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 53197 members 
Entering Unmasked Estep 
Score: -9799044.000000 Penalty: 5405.810547
	Iteration 38Q: 3 clusters Score -9799044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 53207 members 
Entering Unmasked Estep 
Score: -9799054.000000 Penalty: 5405.810547
	Iteration 39Q: 3 clusters Score -9799054 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 53218 members 
Entering Unmasked Estep 
Score: -9799055.000000 Penalty: 5405.810547
	Iteration 40F: 3 clusters Score -9799055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 53228 members 
Entering Unmasked Estep 
Score: -9799067.000000 Penalty: 5405.810547
	Iteration 41Q: 3 clusters Score -9799067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 53244 members 
Entering Unmasked Estep 
Score: -9799065.000000 Penalty: 5405.810547
	Iteration 42Q: 3 clusters Score -9799065 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 53257 members 
Entering Unmasked Estep 
Score: -9799083.000000 Penalty: 5405.810547
	Iteration 43Q: 3 clusters Score -9799083 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 53268 members 
Entering Unmasked Estep 
Score: -9799103.000000 Penalty: 5405.810547
	Iteration 44Q: 3 clusters Score -9799103 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 53273 members 
Entering Unmasked Estep 
Score: -9799117.000000 Penalty: 5405.810547
	Iteration 45Q: 3 clusters Score -9799117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 53287 members 
Entering Unmasked Estep 
Score: -9799115.000000 Penalty: 5405.810547
	Iteration 46Q: 3 clusters Score -9799115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 53299 members 
Entering Unmasked Estep 
Score: -9799129.000000 Penalty: 5405.810547
	Iteration 47Q: 3 clusters Score -9799129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 53310 members 
Entering Unmasked Estep 
Score: -9799145.000000 Penalty: 5405.810547
	Iteration 48Q: 3 clusters Score -9799145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 53318 members 
Entering Unmasked Estep 
Score: -9799144.000000 Penalty: 5405.810547
	Iteration 49Q: 3 clusters Score -9799144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 53325 members 
Entering Unmasked Estep 
Score: -9799153.000000 Penalty: 5405.810547
	Iteration 50Q: 3 clusters Score -9799153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 53331 members 
Entering Unmasked Estep 
Score: -9799158.000000 Penalty: 5405.810547
	Iteration 51Q: 3 clusters Score -9799158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 53335 members 
Entering Unmasked Estep 
Score: -9799169.000000 Penalty: 5405.810547
	Iteration 52Q: 3 clusters Score -9799169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 53341 members 
Entering Unmasked Estep 
Score: -9799174.000000 Penalty: 5405.810547
	Iteration 53Q: 3 clusters Score -9799174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 53352 members 
Entering Unmasked Estep 
Score: -9799171.000000 Penalty: 5405.810547
	Iteration 54Q: 3 clusters Score -9799171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 53362 members 
Entering Unmasked Estep 
Score: -9799176.000000 Penalty: 5405.810547
	Iteration 55Q: 3 clusters Score -9799176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 53366 members 
Entering Unmasked Estep 
Score: -9799171.000000 Penalty: 5405.810547
	Iteration 56Q: 3 clusters Score -9799171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 53368 members 
Entering Unmasked Estep 
Score: -9799175.000000 Penalty: 5405.810547
	Iteration 57Q: 3 clusters Score -9799175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 53370 members 
Entering Unmasked Estep 
Score: -9799171.000000 Penalty: 5405.810547
	Iteration 58Q: 3 clusters Score -9799171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 53371 members 
Entering Unmasked Estep 
Score: -9799177.000000 Penalty: 5405.810547
	Iteration 59Q: 3 clusters Score -9799177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 53372 members 
Entering Unmasked Estep 
Score: -9799171.000000 Penalty: 5405.810547
	Iteration 60F: 3 clusters Score -9799171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Entering Unmasked Estep 
Score: -159004.234375 Penalty: 1697.514160
	Iteration 0F: 2 clusters Score -159004.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -157186.250000 Penalty: 3395.028320
	Iteration 0F: 3 clusters Score -157186.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -157794.609375 Penalty: 3395.028320
	Iteration 1F: 3 clusters Score -157794.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -158095.937500 Penalty: 3395.028320
	Iteration 2F: 3 clusters Score -158095.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -158292.593750 Penalty: 3395.028320
	Iteration 3F: 3 clusters Score -158292.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -158522.515625 Penalty: 3395.028320
	Iteration 4F: 3 clusters Score -158522.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -158672.640625 Penalty: 3395.028320
	Iteration 5Q: 3 clusters Score -158672.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -158800.656250 Penalty: 3395.028320
	Iteration 6Q: 3 clusters Score -158800.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -158935.531250 Penalty: 3395.028320
	Iteration 7Q: 3 clusters Score -158935.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -158984.984375 Penalty: 3395.028320
	Iteration 8Q: 3 clusters Score -158985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -159006.968750 Penalty: 3395.028320
	Iteration 9Q: 3 clusters Score -159007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -159021.234375 Penalty: 3395.028320
	Iteration 10Q: 3 clusters Score -159021.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -159065.437500 Penalty: 3395.028320
	Iteration 11Q: 3 clusters Score -159065.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -159137.687500 Penalty: 3395.028320
	Iteration 12Q: 3 clusters Score -159137.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -159195.062500 Penalty: 3395.028320
	Iteration 13Q: 3 clusters Score -159195.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -159206.718750 Penalty: 3395.028320
	Iteration 14Q: 3 clusters Score -159206.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -159215.390625 Penalty: 3395.028320
	Iteration 15Q: 3 clusters Score -159215.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -159222.593750 Penalty: 3395.028320
	Iteration 16Q: 3 clusters Score -159222.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -159223.828125 Penalty: 3395.028320
	Iteration 17Q: 3 clusters Score -159223.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -159225.015625 Penalty: 3395.028320
	Iteration 18Q: 3 clusters Score -159225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -159225.015625 Penalty: 3395.028320
	Iteration 19F: 3 clusters Score -159225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50975 members 
Mstep: Class 2 contains 51843 members 
Mstep: Class 3 contains 12970 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44084 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45029 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 45244 members 
Mstep: Class 13 contains 2237 members 
Mstep: Class 14 contains 54112 members 
Mstep: Class 15 contains 622 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 44113 members 
Mstep: Class 18 contains 45592 members 
Mstep: Class 19 contains 24622 members 
Mstep: Class 20 contains 46969 members 
Mstep: Class 21 contains 47893 members 
Mstep: Class 22 contains 46903 members 
Mstep: Class 23 contains 48699 members 
Mstep: Class 24 contains 1530 members 
Entering Unmasked Estep 
Score: -111207960.000000 Penalty: 79364.328125
Splitting cluster 15 changes total score from -111209208.000000 to -111207960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Entering Unmasked Estep 
Score: -108773.375000 Penalty: 1598.538452
	Iteration 0F: 2 clusters Score -108773.4 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 328 members 
Entering Unmasked Estep 
Score: -107122.789062 Penalty: 3197.076904
	Iteration 0F: 3 clusters Score -107122.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -107337.492188 Penalty: 3197.076904
	Iteration 1F: 3 clusters Score -107337.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -107389.906250 Penalty: 3197.076904
	Iteration 2Q: 3 clusters Score -107389.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -107420.656250 Penalty: 3197.076904
	Iteration 3Q: 3 clusters Score -107420.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -107457.320312 Penalty: 3197.076904
	Iteration 4Q: 3 clusters Score -107457.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -107476.453125 Penalty: 3197.076904
	Iteration 5Q: 3 clusters Score -107476.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -107490.375000 Penalty: 3197.076904
	Iteration 6Q: 3 clusters Score -107490.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -107505.593750 Penalty: 3197.076904
	Iteration 7Q: 3 clusters Score -107505.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -107517.679688 Penalty: 3197.076904
	Iteration 8Q: 3 clusters Score -107517.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -107519.968750 Penalty: 3197.076904
	Iteration 9Q: 3 clusters Score -107520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -107521.882812 Penalty: 3197.076904
	Iteration 10Q: 3 clusters Score -107521.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -107523.203125 Penalty: 3197.076904
	Iteration 11Q: 3 clusters Score -107523.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -107523.203125 Penalty: 3197.076904
	Iteration 12F: 3 clusters Score -107523.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44113 members 
Entering Unmasked Estep 
Score: -8096190.000000 Penalty: 2652.238281
	Iteration 0F: 2 clusters Score -8096190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -8067974.000000 Penalty: 5304.476562
	Iteration 0F: 3 clusters Score -8067974 nChanged 20185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -8078589.500000 Penalty: 5304.476562
	Iteration 1F: 3 clusters Score -8078590 nChanged 1859
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -8079168 nChanged 1870
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -8079912 nChanged 2027
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -8080867 nChanged 2438
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -8082290 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -8084198.000000 Penalty: 5304.476562
	Iteration 6F: 3 clusters Score -8084198 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -8086436.000000 Penalty: 5304.476562
	Iteration 7F: 3 clusters Score -8086436 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -8088984 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -8091489 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -8093278 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 34955 members 
Entering Unmasked Estep 
Score: -8094219.500000 Penalty: 5304.476562
	Iteration 11Q: 3 clusters Score -8094220 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -8094721.500000 Penalty: 5304.476562
	Iteration 12Q: 3 clusters Score -8094722 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -8095041.500000 Penalty: 5304.476562
	Iteration 13Q: 3 clusters Score -8095042 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -8095335.000000 Penalty: 5304.476562
	Iteration 14Q: 3 clusters Score -8095335 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -8095524.000000 Penalty: 5304.476562
	Iteration 15Q: 3 clusters Score -8095524 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 37974 members 
Entering Unmasked Estep 
Score: -8095649.000000 Penalty: 5304.476562
	Iteration 16Q: 3 clusters Score -8095649 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 38343 members 
Entering Unmasked Estep 
Score: -8095722.500000 Penalty: 5304.476562
	Iteration 17Q: 3 clusters Score -8095722 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -8095791.500000 Penalty: 5304.476562
	Iteration 18Q: 3 clusters Score -8095792 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -8095830.500000 Penalty: 5304.476562
	Iteration 19Q: 3 clusters Score -8095830 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 39247 members 
Entering Unmasked Estep 
Score: -8095843.500000 Penalty: 5304.476562
	Iteration 20F: 3 clusters Score -8095844 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 39519 members 
Entering Unmasked Estep 
Score: -8095851.000000 Penalty: 5304.476562
	Iteration 21Q: 3 clusters Score -8095851 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -8095887.000000 Penalty: 5304.476562
	Iteration 22Q: 3 clusters Score -8095887 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -8095906.000000 Penalty: 5304.476562
	Iteration 23Q: 3 clusters Score -8095906 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 40191 members 
Entering Unmasked Estep 
Score: -8095929.500000 Penalty: 5304.476562
	Iteration 24Q: 3 clusters Score -8095930 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -8095924.000000 Penalty: 5304.476562
	Iteration 25Q: 3 clusters Score -8095924 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8095934 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 40591 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8095924 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 40676 members 
Entering Unmasked Estep 
Score: -8095940.500000 Penalty: 5304.476562
	Iteration 28Q: 3 clusters Score -8095940 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 40744 members 
Entering Unmasked Estep 
Score: -8095941.000000 Penalty: 5304.476562
	Iteration 29Q: 3 clusters Score -8095941 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -8095933.500000 Penalty: 5304.476562
	Iteration 30Q: 3 clusters Score -8095934 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -8095933.000000 Penalty: 5304.476562
	Iteration 31Q: 3 clusters Score -8095933 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -8095937.000000 Penalty: 5304.476562
	Iteration 32Q: 3 clusters Score -8095937 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -8095913.500000 Penalty: 5304.476562
	Iteration 33Q: 3 clusters Score -8095914 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 41078 members 
Entering Unmasked Estep 
Score: -8095915.000000 Penalty: 5304.476562
	Iteration 34Q: 3 clusters Score -8095915 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -8095901.500000 Penalty: 5304.476562
	Iteration 35Q: 3 clusters Score -8095902 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 41203 members 
Entering Unmasked Estep 
Score: -8095884.500000 Penalty: 5304.476562
	Iteration 36Q: 3 clusters Score -8095884 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -8095865.500000 Penalty: 5304.476562
	Iteration 37Q: 3 clusters Score -8095866 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -8095872.500000 Penalty: 5304.476562
	Iteration 38Q: 3 clusters Score -8095872 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
Score: -8095860.000000 Penalty: 5304.476562
	Iteration 39Q: 3 clusters Score -8095860 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -8095844.000000 Penalty: 5304.476562
	Iteration 40F: 3 clusters Score -8095844 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -8095833.000000 Penalty: 5304.476562
	Iteration 41Q: 3 clusters Score -8095833 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -8095832.000000 Penalty: 5304.476562
	Iteration 42Q: 3 clusters Score -8095832 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 41568 members 
Entering Unmasked Estep 
Score: -8095839.500000 Penalty: 5304.476562
	Iteration 43Q: 3 clusters Score -8095840 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -8095832.500000 Penalty: 5304.476562
	Iteration 44Q: 3 clusters Score -8095832 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -8095822.500000 Penalty: 5304.476562
	Iteration 45Q: 3 clusters Score -8095822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -8095821.000000 Penalty: 5304.476562
	Iteration 46Q: 3 clusters Score -8095821 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -8095812.000000 Penalty: 5304.476562
	Iteration 47Q: 3 clusters Score -8095812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -8095807.000000 Penalty: 5304.476562
	Iteration 48Q: 3 clusters Score -8095807 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 41709 members 
Entering Unmasked Estep 
Score: -8095805.500000 Penalty: 5304.476562
	Iteration 49Q: 3 clusters Score -8095806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -8095797.000000 Penalty: 5304.476562
	Iteration 50Q: 3 clusters Score -8095797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -8095793.000000 Penalty: 5304.476562
	Iteration 51Q: 3 clusters Score -8095793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 41742 members 
Entering Unmasked Estep 
Score: -8095794.500000 Penalty: 5304.476562
	Iteration 52Q: 3 clusters Score -8095794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8095797 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 41766 members 
Entering Unmasked Estep 
Score: -8095792.000000 Penalty: 5304.476562
	Iteration 54Q: 3 clusters Score -8095792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -8095787.500000 Penalty: 5304.476562
	Iteration 55Q: 3 clusters Score -8095788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 41798 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8095788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -8095780.500000 Penalty: 5304.476562
	Iteration 57Q: 3 clusters Score -8095780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -8095797.000000 Penalty: 5304.476562
	Iteration 58Q: 3 clusters Score -8095797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 41836 members 
Entering Unmasked Estep 
Score: -8095783.000000 Penalty: 5304.476562
	Iteration 59Q: 3 clusters Score -8095783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 41845 members 
Entering Unmasked Estep 
Score: -8095776.500000 Penalty: 5304.476562
	Iteration 60F: 3 clusters Score -8095776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 41850 members 
Entering Unmasked Estep 
Score: -8095785.000000 Penalty: 5304.476562
	Iteration 61Q: 3 clusters Score -8095785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 41857 members 
Entering Unmasked Estep 
Score: -8095784.000000 Penalty: 5304.476562
	Iteration 62Q: 3 clusters Score -8095784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -8095778.000000 Penalty: 5304.476562
	Iteration 63Q: 3 clusters Score -8095778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 41869 members 
Entering Unmasked Estep 
Score: -8095785.500000 Penalty: 5304.476562
	Iteration 64Q: 3 clusters Score -8095786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 41878 members 
Entering Unmasked Estep 
Score: -8095783.000000 Penalty: 5304.476562
	Iteration 65Q: 3 clusters Score -8095783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 41892 members 
Entering Unmasked Estep 
Score: -8095774.000000 Penalty: 5304.476562
	Iteration 66Q: 3 clusters Score -8095774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 41902 members 
Entering Unmasked Estep 
Score: -8095764.500000 Penalty: 5304.476562
	Iteration 67Q: 3 clusters Score -8095764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 41911 members 
Entering Unmasked Estep 
Score: -8095767.000000 Penalty: 5304.476562
	Iteration 68Q: 3 clusters Score -8095767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -8095755.500000 Penalty: 5304.476562
	Iteration 69Q: 3 clusters Score -8095756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 41922 members 
Entering Unmasked Estep 
Score: -8095756.500000 Penalty: 5304.476562
	Iteration 70Q: 3 clusters Score -8095756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 41927 members 
Entering Unmasked Estep 
Score: -8095758.500000 Penalty: 5304.476562
	Iteration 71Q: 3 clusters Score -8095758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -8095759.500000 Penalty: 5304.476562
	Iteration 72Q: 3 clusters Score -8095760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
Score: -8095754.500000 Penalty: 5304.476562
	Iteration 73Q: 3 clusters Score -8095754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -8095754.500000 Penalty: 5304.476562
	Iteration 74Q: 3 clusters Score -8095754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 41948 members 
Entering Unmasked Estep 
Score: -8095752.000000 Penalty: 5304.476562
	Iteration 75Q: 3 clusters Score -8095752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -8095750.500000 Penalty: 5304.476562
	Iteration 76Q: 3 clusters Score -8095750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 41953 members 
Entering Unmasked Estep 
Score: -8095747.500000 Penalty: 5304.476562
	Iteration 77Q: 3 clusters Score -8095748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 41954 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8095750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 41954 members 
Entering Unmasked Estep 
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	Iteration 79F: 3 clusters Score -8095750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45592 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -8381947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22629 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -8353096.000000 Penalty: 5320.833984
	Iteration 0F: 3 clusters Score -8353096 nChanged 20828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -8364401.500000 Penalty: 5320.833984
	Iteration 1F: 3 clusters Score -8364402 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 25634 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -8365034 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -8365869 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -8366988.500000 Penalty: 5320.833984
	Iteration 4F: 3 clusters Score -8366988 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
Score: -8368729.000000 Penalty: 5320.833984
	Iteration 5F: 3 clusters Score -8368729 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -8371285.000000 Penalty: 5320.833984
	Iteration 6F: 3 clusters Score -8371285 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -8374302.000000 Penalty: 5320.833984
	Iteration 7F: 3 clusters Score -8374302 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -8376788.500000 Penalty: 5320.833984
	Iteration 8F: 3 clusters Score -8376788 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -8378267.000000 Penalty: 5320.833984
	Iteration 9Q: 3 clusters Score -8378267 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 44033 members 
Entering Unmasked Estep 
Score: -8379038.000000 Penalty: 5320.833984
	Iteration 10Q: 3 clusters Score -8379038 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 44623 members 
Entering Unmasked Estep 
Score: -8379350.500000 Penalty: 5320.833984
	Iteration 11Q: 3 clusters Score -8379350 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 44926 members 
Entering Unmasked Estep 
Score: -8379526.000000 Penalty: 5320.833984
	Iteration 12Q: 3 clusters Score -8379526 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 45068 members 
Entering Unmasked Estep 
Score: -8379588.500000 Penalty: 5320.833984
	Iteration 13Q: 3 clusters Score -8379588 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 45142 members 
Entering Unmasked Estep 
Score: -8379643.500000 Penalty: 5320.833984
	Iteration 14Q: 3 clusters Score -8379644 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 45173 members 
Entering Unmasked Estep 
Score: -8379665.000000 Penalty: 5320.833984
	Iteration 15Q: 3 clusters Score -8379665 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -8379683.500000 Penalty: 5320.833984
	Iteration 16Q: 3 clusters Score -8379684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 45211 members 
Entering Unmasked Estep 
Score: -8379718.500000 Penalty: 5320.833984
	Iteration 17Q: 3 clusters Score -8379718 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 45224 members 
Entering Unmasked Estep 
Score: -8379730.500000 Penalty: 5320.833984
	Iteration 18Q: 3 clusters Score -8379730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 45237 members 
Entering Unmasked Estep 
Score: -8379744.000000 Penalty: 5320.833984
	Iteration 19Q: 3 clusters Score -8379744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 45240 members 
Entering Unmasked Estep 
Score: -8379743.000000 Penalty: 5320.833984
	Iteration 20F: 3 clusters Score -8379743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
Score: -8379754.000000 Penalty: 5320.833984
	Iteration 21Q: 3 clusters Score -8379754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 45246 members 
Entering Unmasked Estep 
Score: -8379759.500000 Penalty: 5320.833984
	Iteration 22Q: 3 clusters Score -8379760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 45248 members 
Entering Unmasked Estep 
Score: -8379758.500000 Penalty: 5320.833984
	Iteration 23Q: 3 clusters Score -8379758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 45251 members 
Entering Unmasked Estep 
Score: -8379765.500000 Penalty: 5320.833984
	Iteration 24Q: 3 clusters Score -8379766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -8379768.500000 Penalty: 5320.833984
	Iteration 25Q: 3 clusters Score -8379768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -8379770.000000 Penalty: 5320.833984
	Iteration 26Q: 3 clusters Score -8379770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -8379773.000000 Penalty: 5320.833984
	Iteration 27Q: 3 clusters Score -8379773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -8379773.000000 Penalty: 5320.833984
	Iteration 28F: 3 clusters Score -8379773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Entering Unmasked Estep 
Score: -4374055.000000 Penalty: 2507.626221
	Iteration 0F: 2 clusters Score -4374055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -4356963.000000 Penalty: 5015.252441
	Iteration 0F: 3 clusters Score -4356963 nChanged 10925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -4362845.500000 Penalty: 5015.252441
	Iteration 1F: 3 clusters Score -4362846 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -4363259.500000 Penalty: 5015.252441
	Iteration 2Q: 3 clusters Score -4363260 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -4363633.500000 Penalty: 5015.252441
	Iteration 3Q: 3 clusters Score -4363634 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -4364009.000000 Penalty: 5015.252441
	Iteration 4Q: 3 clusters Score -4364009 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -4364417.500000 Penalty: 5015.252441
	Iteration 5Q: 3 clusters Score -4364418 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -4364981.000000 Penalty: 5015.252441
	Iteration 6Q: 3 clusters Score -4364981 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -4365721.000000 Penalty: 5015.252441
	Iteration 7F: 3 clusters Score -4365721 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -4366643.000000 Penalty: 5015.252441
	Iteration 8F: 3 clusters Score -4366643 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -4367899.000000 Penalty: 5015.252441
	Iteration 9F: 3 clusters Score -4367899 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -4369247.000000 Penalty: 5015.252441
	Iteration 10F: 3 clusters Score -4369247 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -4370347.500000 Penalty: 5015.252441
	Iteration 11Q: 3 clusters Score -4370348 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -4371007.000000 Penalty: 5015.252441
	Iteration 12Q: 3 clusters Score -4371007 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -4371390.000000 Penalty: 5015.252441
	Iteration 13Q: 3 clusters Score -4371390 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -4371589.000000 Penalty: 5015.252441
	Iteration 14Q: 3 clusters Score -4371589 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -4371679.500000 Penalty: 5015.252441
	Iteration 15Q: 3 clusters Score -4371680 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -4371738.500000 Penalty: 5015.252441
	Iteration 16Q: 3 clusters Score -4371738 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -4371777.500000 Penalty: 5015.252441
	Iteration 17Q: 3 clusters Score -4371778 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -4371813.000000 Penalty: 5015.252441
	Iteration 18Q: 3 clusters Score -4371813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -4371830.000000 Penalty: 5015.252441
	Iteration 19Q: 3 clusters Score -4371830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -4371841.000000 Penalty: 5015.252441
	Iteration 20F: 3 clusters Score -4371841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -4371845.500000 Penalty: 5015.252441
	Iteration 21Q: 3 clusters Score -4371846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -4371851.500000 Penalty: 5015.252441
	Iteration 22Q: 3 clusters Score -4371852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -4371852.500000 Penalty: 5015.252441
	Iteration 23Q: 3 clusters Score -4371852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -4371861.000000 Penalty: 5015.252441
	Iteration 24Q: 3 clusters Score -4371861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -4371865.000000 Penalty: 5015.252441
	Iteration 25Q: 3 clusters Score -4371865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -4371867.500000 Penalty: 5015.252441
	Iteration 26Q: 3 clusters Score -4371868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -4371874.000000 Penalty: 5015.252441
	Iteration 27Q: 3 clusters Score -4371874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -4371876.000000 Penalty: 5015.252441
	Iteration 28Q: 3 clusters Score -4371876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -4371878.000000 Penalty: 5015.252441
	Iteration 29Q: 3 clusters Score -4371878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 24364 members 
Entering Unmasked Estep 
Score: -4371878.000000 Penalty: 5015.252441
	Iteration 30F: 3 clusters Score -4371878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (46969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46969 members 
Entering Unmasked Estep 
Score: -8695078.000000 Penalty: 2667.796387
	Iteration 0F: 2 clusters Score -8695078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -8665920.000000 Penalty: 5335.592773
	Iteration 0F: 3 clusters Score -8665920 nChanged 21823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -8678053.000000 Penalty: 5335.592773
	Iteration 1F: 3 clusters Score -8678053 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -8678749.000000 Penalty: 5335.592773
	Iteration 2Q: 3 clusters Score -8678749 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -8679605.000000 Penalty: 5335.592773
	Iteration 3Q: 3 clusters Score -8679605 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -8680679.000000 Penalty: 5335.592773
	Iteration 4F: 3 clusters Score -8680679 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 30598 members 
Entering Unmasked Estep 
Score: -8682232.000000 Penalty: 5335.592773
	Iteration 5F: 3 clusters Score -8682232 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 33298 members 
Entering Unmasked Estep 
Score: -8684126.000000 Penalty: 5335.592773
	Iteration 6F: 3 clusters Score -8684126 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 36251 members 
Entering Unmasked Estep 
Score: -8686519.000000 Penalty: 5335.592773
	Iteration 7F: 3 clusters Score -8686519 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 39230 members 
Entering Unmasked Estep 
Score: -8688921.000000 Penalty: 5335.592773
	Iteration 8F: 3 clusters Score -8688921 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -8690975.000000 Penalty: 5335.592773
	Iteration 9F: 3 clusters Score -8690975 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 43674 members 
Entering Unmasked Estep 
Score: -8692068.000000 Penalty: 5335.592773
	Iteration 10Q: 3 clusters Score -8692068 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 44803 members 
Entering Unmasked Estep 
Score: -8692532.000000 Penalty: 5335.592773
	Iteration 11Q: 3 clusters Score -8692532 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 45460 members 
Entering Unmasked Estep 
Score: -8692791.000000 Penalty: 5335.592773
	Iteration 12Q: 3 clusters Score -8692791 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 45851 members 
Entering Unmasked Estep 
Score: -8692880.000000 Penalty: 5335.592773
	Iteration 13Q: 3 clusters Score -8692880 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 46069 members 
Entering Unmasked Estep 
Score: -8692953.000000 Penalty: 5335.592773
	Iteration 14Q: 3 clusters Score -8692953 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 46193 members 
Entering Unmasked Estep 
Score: -8693026.000000 Penalty: 5335.592773
	Iteration 15Q: 3 clusters Score -8693026 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -8693071.000000 Penalty: 5335.592773
	Iteration 16Q: 3 clusters Score -8693071 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 46327 members 
Entering Unmasked Estep 
Score: -8693112.000000 Penalty: 5335.592773
	Iteration 17Q: 3 clusters Score -8693112 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 46353 members 
Entering Unmasked Estep 
Score: -8693118.000000 Penalty: 5335.592773
	Iteration 18Q: 3 clusters Score -8693118 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
Score: -8693143.000000 Penalty: 5335.592773
	Iteration 19Q: 3 clusters Score -8693143 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 46378 members 
Entering Unmasked Estep 
Score: -8693174.000000 Penalty: 5335.592773
	Iteration 20F: 3 clusters Score -8693174 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 46388 members 
Entering Unmasked Estep 
Score: -8693196.000000 Penalty: 5335.592773
	Iteration 21Q: 3 clusters Score -8693196 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 46397 members 
Entering Unmasked Estep 
Score: -8693235.000000 Penalty: 5335.592773
	Iteration 22Q: 3 clusters Score -8693235 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 46407 members 
Entering Unmasked Estep 
Score: -8693269.000000 Penalty: 5335.592773
	Iteration 23Q: 3 clusters Score -8693269 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 46415 members 
Entering Unmasked Estep 
Score: -8693293.000000 Penalty: 5335.592773
	Iteration 24Q: 3 clusters Score -8693293 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 46424 members 
Entering Unmasked Estep 
Score: -8693321.000000 Penalty: 5335.592773
	Iteration 25Q: 3 clusters Score -8693321 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 46431 members 
Entering Unmasked Estep 
Score: -8693336.000000 Penalty: 5335.592773
	Iteration 26Q: 3 clusters Score -8693336 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 46432 members 
Entering Unmasked Estep 
Score: -8693352.000000 Penalty: 5335.592773
	Iteration 27Q: 3 clusters Score -8693352 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 46427 members 
Entering Unmasked Estep 
Score: -8693385.000000 Penalty: 5335.592773
	Iteration 28Q: 3 clusters Score -8693385 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 46426 members 
Entering Unmasked Estep 
Score: -8693406.000000 Penalty: 5335.592773
	Iteration 29Q: 3 clusters Score -8693406 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 46430 members 
Entering Unmasked Estep 
Score: -8693432.000000 Penalty: 5335.592773
	Iteration 30Q: 3 clusters Score -8693432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 46431 members 
Entering Unmasked Estep 
Score: -8693453.000000 Penalty: 5335.592773
	Iteration 31Q: 3 clusters Score -8693453 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 46434 members 
Entering Unmasked Estep 
Score: -8693459.000000 Penalty: 5335.592773
	Iteration 32Q: 3 clusters Score -8693459 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 46443 members 
Entering Unmasked Estep 
Score: -8693478.000000 Penalty: 5335.592773
	Iteration 33Q: 3 clusters Score -8693478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 46448 members 
Entering Unmasked Estep 
Score: -8693488.000000 Penalty: 5335.592773
	Iteration 34Q: 3 clusters Score -8693488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 46449 members 
Entering Unmasked Estep 
Score: -8693491.000000 Penalty: 5335.592773
	Iteration 35Q: 3 clusters Score -8693491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 46449 members 
Entering Unmasked Estep 
Score: -8693491.000000 Penalty: 5335.592773
	Iteration 36Q: 3 clusters Score -8693491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 46445 members 
Entering Unmasked Estep 
Score: -8693501.000000 Penalty: 5335.592773
	Iteration 37Q: 3 clusters Score -8693501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 46445 members 
Entering Unmasked Estep 
Score: -8693500.000000 Penalty: 5335.592773
	Iteration 38Q: 3 clusters Score -8693500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 46447 members 
Entering Unmasked Estep 
Score: -8693505.000000 Penalty: 5335.592773
	Iteration 39Q: 3 clusters Score -8693505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 46446 members 
Entering Unmasked Estep 
Score: -8693509.000000 Penalty: 5335.592773
	Iteration 40F: 3 clusters Score -8693509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 46442 members 
Entering Unmasked Estep 
Score: -8693511.000000 Penalty: 5335.592773
	Iteration 41Q: 3 clusters Score -8693511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -8693524.000000 Penalty: 5335.592773
	Iteration 42Q: 3 clusters Score -8693524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 46439 members 
Entering Unmasked Estep 
Score: -8693530.000000 Penalty: 5335.592773
	Iteration 43Q: 3 clusters Score -8693530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 46437 members 
Entering Unmasked Estep 
Score: -8693529.000000 Penalty: 5335.592773
	Iteration 44Q: 3 clusters Score -8693529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 46434 members 
Entering Unmasked Estep 
Score: -8693541.000000 Penalty: 5335.592773
	Iteration 45Q: 3 clusters Score -8693541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 46433 members 
Entering Unmasked Estep 
Score: -8693537.000000 Penalty: 5335.592773
	Iteration 46Q: 3 clusters Score -8693537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 46431 members 
Entering Unmasked Estep 
Score: -8693541.000000 Penalty: 5335.592773
	Iteration 47Q: 3 clusters Score -8693541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 46430 members 
Entering Unmasked Estep 
Score: -8693541.000000 Penalty: 5335.592773
	Iteration 48Q: 3 clusters Score -8693541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46429 members 
Entering Unmasked Estep 
Score: -8693540.000000 Penalty: 5335.592773
	Iteration 49Q: 3 clusters Score -8693540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 46429 members 
Entering Unmasked Estep 
Score: -8693540.000000 Penalty: 5335.592773
	Iteration 50F: 3 clusters Score -8693540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (47893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47893 members 
Entering Unmasked Estep 
Score: -8744867.000000 Penalty: 2672.627686
	Iteration 0F: 2 clusters Score -8744867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 23904 members 
Entering Unmasked Estep 
Score: -8714110.000000 Penalty: 5345.255371
	Iteration 0F: 3 clusters Score -8714110 nChanged 22245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24684 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -8726585.000000 Penalty: 5345.255371
	Iteration 1F: 3 clusters Score -8726585 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -8727361.000000 Penalty: 5345.255371
	Iteration 2Q: 3 clusters Score -8727361 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -8728354.000000 Penalty: 5345.255371
	Iteration 3Q: 3 clusters Score -8728354 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -8729810.000000 Penalty: 5345.255371
	Iteration 4F: 3 clusters Score -8729810 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -8731706.000000 Penalty: 5345.255371
	Iteration 5F: 3 clusters Score -8731706 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -8734068.000000 Penalty: 5345.255371
	Iteration 6F: 3 clusters Score -8734068 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -8736782.000000 Penalty: 5345.255371
	Iteration 7F: 3 clusters Score -8736782 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -8739120.000000 Penalty: 5345.255371
	Iteration 8F: 3 clusters Score -8739120 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33135 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -8740786.000000 Penalty: 5345.255371
	Iteration 9Q: 3 clusters Score -8740786 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -8741666.000000 Penalty: 5345.255371
	Iteration 10Q: 3 clusters Score -8741666 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -8742074.000000 Penalty: 5345.255371
	Iteration 11Q: 3 clusters Score -8742074 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -8742409.000000 Penalty: 5345.255371
	Iteration 12Q: 3 clusters Score -8742409 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -8742697.000000 Penalty: 5345.255371
	Iteration 13Q: 3 clusters Score -8742697 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -8742976.000000 Penalty: 5345.255371
	Iteration 14Q: 3 clusters Score -8742976 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -8743208.000000 Penalty: 5345.255371
	Iteration 15Q: 3 clusters Score -8743208 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -8743409.000000 Penalty: 5345.255371
	Iteration 16Q: 3 clusters Score -8743409 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -8743652.000000 Penalty: 5345.255371
	Iteration 17Q: 3 clusters Score -8743652 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37615 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -8743834.000000 Penalty: 5345.255371
	Iteration 18Q: 3 clusters Score -8743834 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -8743953.000000 Penalty: 5345.255371
	Iteration 19Q: 3 clusters Score -8743953 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -8744055.000000 Penalty: 5345.255371
	Iteration 20F: 3 clusters Score -8744055 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38429 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -8744090.000000 Penalty: 5345.255371
	Iteration 21Q: 3 clusters Score -8744090 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -8744131.000000 Penalty: 5345.255371
	Iteration 22Q: 3 clusters Score -8744131 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -8744162.000000 Penalty: 5345.255371
	Iteration 23Q: 3 clusters Score -8744162 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38978 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -8744149.000000 Penalty: 5345.255371
	Iteration 24Q: 3 clusters Score -8744149 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -8744153.000000 Penalty: 5345.255371
	Iteration 25Q: 3 clusters Score -8744153 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -8744172.000000 Penalty: 5345.255371
	Iteration 26Q: 3 clusters Score -8744172 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -8744213.000000 Penalty: 5345.255371
	Iteration 27Q: 3 clusters Score -8744213 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -8744228.000000 Penalty: 5345.255371
	Iteration 28Q: 3 clusters Score -8744228 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39645 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -8744243.000000 Penalty: 5345.255371
	Iteration 29Q: 3 clusters Score -8744243 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -8744247.000000 Penalty: 5345.255371
	Iteration 30Q: 3 clusters Score -8744247 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -8744275.000000 Penalty: 5345.255371
	Iteration 31Q: 3 clusters Score -8744275 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -8744266.000000 Penalty: 5345.255371
	Iteration 32Q: 3 clusters Score -8744266 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -8744306.000000 Penalty: 5345.255371
	Iteration 33Q: 3 clusters Score -8744306 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -8744338.000000 Penalty: 5345.255371
	Iteration 34Q: 3 clusters Score -8744338 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -8744337.000000 Penalty: 5345.255371
	Iteration 35Q: 3 clusters Score -8744337 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -8744330.000000 Penalty: 5345.255371
	Iteration 36Q: 3 clusters Score -8744330 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40447 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -8744314.000000 Penalty: 5345.255371
	Iteration 37Q: 3 clusters Score -8744314 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -8744303.000000 Penalty: 5345.255371
	Iteration 38Q: 3 clusters Score -8744303 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40621 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -8744322.000000 Penalty: 5345.255371
	Iteration 39Q: 3 clusters Score -8744322 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40704 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -8744295.000000 Penalty: 5345.255371
	Iteration 40F: 3 clusters Score -8744295 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -8744305.000000 Penalty: 5345.255371
	Iteration 41Q: 3 clusters Score -8744305 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -8744327.000000 Penalty: 5345.255371
	Iteration 42Q: 3 clusters Score -8744327 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41067 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -8744347.000000 Penalty: 5345.255371
	Iteration 43Q: 3 clusters Score -8744347 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -8744347.000000 Penalty: 5345.255371
	Iteration 44Q: 3 clusters Score -8744347 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -8744370.000000 Penalty: 5345.255371
	Iteration 45Q: 3 clusters Score -8744370 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -8744339.000000 Penalty: 5345.255371
	Iteration 46Q: 3 clusters Score -8744339 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -8744316.000000 Penalty: 5345.255371
	Iteration 47Q: 3 clusters Score -8744316 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -8744312.000000 Penalty: 5345.255371
	Iteration 48Q: 3 clusters Score -8744312 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -8744332.000000 Penalty: 5345.255371
	Iteration 49Q: 3 clusters Score -8744332 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -8744311.000000 Penalty: 5345.255371
	Iteration 50Q: 3 clusters Score -8744311 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -8744302.000000 Penalty: 5345.255371
	Iteration 51Q: 3 clusters Score -8744302 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -8744302.000000 Penalty: 5345.255371
	Iteration 52Q: 3 clusters Score -8744302 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42488 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -8744278.000000 Penalty: 5345.255371
	Iteration 53Q: 3 clusters Score -8744278 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -8744263.000000 Penalty: 5345.255371
	Iteration 54Q: 3 clusters Score -8744263 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42816 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -8744237.000000 Penalty: 5345.255371
	Iteration 55Q: 3 clusters Score -8744237 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42992 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -8744212.000000 Penalty: 5345.255371
	Iteration 56Q: 3 clusters Score -8744212 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -8744192.000000 Penalty: 5345.255371
	Iteration 57Q: 3 clusters Score -8744192 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43345 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -8744173.000000 Penalty: 5345.255371
	Iteration 58Q: 3 clusters Score -8744173 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -8744165.000000 Penalty: 5345.255371
	Iteration 59Q: 3 clusters Score -8744165 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -8744154.000000 Penalty: 5345.255371
	Iteration 60F: 3 clusters Score -8744154 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43856 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -8744150.000000 Penalty: 5345.255371
	Iteration 61Q: 3 clusters Score -8744150 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44002 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -8744119.000000 Penalty: 5345.255371
	Iteration 62Q: 3 clusters Score -8744119 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44122 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -8744129.000000 Penalty: 5345.255371
	Iteration 63Q: 3 clusters Score -8744129 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44213 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -8744136.000000 Penalty: 5345.255371
	Iteration 64Q: 3 clusters Score -8744136 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -8744132.000000 Penalty: 5345.255371
	Iteration 65Q: 3 clusters Score -8744132 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44362 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -8744114.000000 Penalty: 5345.255371
	Iteration 66Q: 3 clusters Score -8744114 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44419 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -8744093.000000 Penalty: 5345.255371
	Iteration 67Q: 3 clusters Score -8744093 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -8744086.000000 Penalty: 5345.255371
	Iteration 68Q: 3 clusters Score -8744086 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -8744079.000000 Penalty: 5345.255371
	Iteration 69Q: 3 clusters Score -8744079 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44575 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -8744090.000000 Penalty: 5345.255371
	Iteration 70Q: 3 clusters Score -8744090 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -8744093.000000 Penalty: 5345.255371
	Iteration 71Q: 3 clusters Score -8744093 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44661 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -8744082.000000 Penalty: 5345.255371
	Iteration 72Q: 3 clusters Score -8744082 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -8744072.000000 Penalty: 5345.255371
	Iteration 73Q: 3 clusters Score -8744072 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44729 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -8744047.000000 Penalty: 5345.255371
	Iteration 74Q: 3 clusters Score -8744047 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -8744039.000000 Penalty: 5345.255371
	Iteration 75Q: 3 clusters Score -8744039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -8744039.000000 Penalty: 5345.255371
	Iteration 76Q: 3 clusters Score -8744039 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -8744039.000000 Penalty: 5345.255371
	Iteration 77Q: 3 clusters Score -8744039 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -8744033.000000 Penalty: 5345.255371
	Iteration 78Q: 3 clusters Score -8744033 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44835 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -8744028.000000 Penalty: 5345.255371
	Iteration 79Q: 3 clusters Score -8744028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44853 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -8744021.000000 Penalty: 5345.255371
	Iteration 80F: 3 clusters Score -8744021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -8744017.000000 Penalty: 5345.255371
	Iteration 81Q: 3 clusters Score -8744017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -8744003.000000 Penalty: 5345.255371
	Iteration 82Q: 3 clusters Score -8744003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44886 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -8744013.000000 Penalty: 5345.255371
	Iteration 83Q: 3 clusters Score -8744013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44893 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -8744006.000000 Penalty: 5345.255371
	Iteration 84Q: 3 clusters Score -8744006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44902 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -8744011.000000 Penalty: 5345.255371
	Iteration 85Q: 3 clusters Score -8744011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -8744021.000000 Penalty: 5345.255371
	Iteration 86Q: 3 clusters Score -8744021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -8744020.000000 Penalty: 5345.255371
	Iteration 87Q: 3 clusters Score -8744020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44924 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -8744007.000000 Penalty: 5345.255371
	Iteration 88Q: 3 clusters Score -8744007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -8744009.000000 Penalty: 5345.255371
	Iteration 89Q: 3 clusters Score -8744009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -8744009.000000 Penalty: 5345.255371
	Iteration 90F: 3 clusters Score -8744009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (46903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Entering Unmasked Estep 
Score: -8516434.000000 Penalty: 2667.447510
	Iteration 0F: 2 clusters Score -8516434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -8485620.000000 Penalty: 5334.895020
	Iteration 0F: 3 clusters Score -8485620 nChanged 21629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -8497642.000000 Penalty: 5334.895020
	Iteration 1F: 3 clusters Score -8497642 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -8498291.000000 Penalty: 5334.895020
	Iteration 2Q: 3 clusters Score -8498291 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -8499024.000000 Penalty: 5334.895020
	Iteration 3Q: 3 clusters Score -8499024 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -8499905.000000 Penalty: 5334.895020
	Iteration 4Q: 3 clusters Score -8499905 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -8501085.000000 Penalty: 5334.895020
	Iteration 5F: 3 clusters Score -8501085 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -8502812.000000 Penalty: 5334.895020
	Iteration 6F: 3 clusters Score -8502812 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -8505219.000000 Penalty: 5334.895020
	Iteration 7F: 3 clusters Score -8505219 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -8508204.000000 Penalty: 5334.895020
	Iteration 8F: 3 clusters Score -8508204 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -8510947.000000 Penalty: 5334.895020
	Iteration 9F: 3 clusters Score -8510947 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36124 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -8512627.000000 Penalty: 5334.895020
	Iteration 10Q: 3 clusters Score -8512627 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -8513415.000000 Penalty: 5334.895020
	Iteration 11Q: 3 clusters Score -8513415 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -8513897.000000 Penalty: 5334.895020
	Iteration 12Q: 3 clusters Score -8513897 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -8514220.000000 Penalty: 5334.895020
	Iteration 13Q: 3 clusters Score -8514220 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -8514383.000000 Penalty: 5334.895020
	Iteration 14Q: 3 clusters Score -8514383 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -8514506.000000 Penalty: 5334.895020
	Iteration 15Q: 3 clusters Score -8514506 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39906 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -8514609.000000 Penalty: 5334.895020
	Iteration 16Q: 3 clusters Score -8514609 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -8514700.000000 Penalty: 5334.895020
	Iteration 17Q: 3 clusters Score -8514700 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -8514762.000000 Penalty: 5334.895020
	Iteration 18Q: 3 clusters Score -8514762 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41082 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -8514755.000000 Penalty: 5334.895020
	Iteration 19Q: 3 clusters Score -8514755 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -8514796.000000 Penalty: 5334.895020
	Iteration 20F: 3 clusters Score -8514796 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41723 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -8514796.000000 Penalty: 5334.895020
	Iteration 21Q: 3 clusters Score -8514796 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42020 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -8514818.000000 Penalty: 5334.895020
	Iteration 22Q: 3 clusters Score -8514818 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -8514847.000000 Penalty: 5334.895020
	Iteration 23Q: 3 clusters Score -8514847 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42570 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -8514859.000000 Penalty: 5334.895020
	Iteration 24Q: 3 clusters Score -8514859 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -8514872.000000 Penalty: 5334.895020
	Iteration 25Q: 3 clusters Score -8514872 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43029 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -8514869.000000 Penalty: 5334.895020
	Iteration 26Q: 3 clusters Score -8514869 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43230 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -8514869.000000 Penalty: 5334.895020
	Iteration 27Q: 3 clusters Score -8514869 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -8514847.000000 Penalty: 5334.895020
	Iteration 28Q: 3 clusters Score -8514847 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43564 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -8514894.000000 Penalty: 5334.895020
	Iteration 29Q: 3 clusters Score -8514894 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43712 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -8514894.000000 Penalty: 5334.895020
	Iteration 30Q: 3 clusters Score -8514894 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -8514858.000000 Penalty: 5334.895020
	Iteration 31Q: 3 clusters Score -8514858 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -8514871.000000 Penalty: 5334.895020
	Iteration 32Q: 3 clusters Score -8514871 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44030 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -8514855.000000 Penalty: 5334.895020
	Iteration 33Q: 3 clusters Score -8514855 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44110 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -8514845.000000 Penalty: 5334.895020
	Iteration 34Q: 3 clusters Score -8514845 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44168 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -8514837.000000 Penalty: 5334.895020
	Iteration 35Q: 3 clusters Score -8514837 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44226 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -8514830.000000 Penalty: 5334.895020
	Iteration 36Q: 3 clusters Score -8514830 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44282 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -8514818.000000 Penalty: 5334.895020
	Iteration 37Q: 3 clusters Score -8514818 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -8514809.000000 Penalty: 5334.895020
	Iteration 38Q: 3 clusters Score -8514809 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -8514815.000000 Penalty: 5334.895020
	Iteration 39Q: 3 clusters Score -8514815 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -8514783.000000 Penalty: 5334.895020
	Iteration 40F: 3 clusters Score -8514783 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44485 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -8514790.000000 Penalty: 5334.895020
	Iteration 41Q: 3 clusters Score -8514790 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -8514785.000000 Penalty: 5334.895020
	Iteration 42Q: 3 clusters Score -8514785 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44567 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -8514774.000000 Penalty: 5334.895020
	Iteration 43Q: 3 clusters Score -8514774 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -8514754.000000 Penalty: 5334.895020
	Iteration 44Q: 3 clusters Score -8514754 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44644 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -8514753.000000 Penalty: 5334.895020
	Iteration 45Q: 3 clusters Score -8514753 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44671 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -8514734.000000 Penalty: 5334.895020
	Iteration 46Q: 3 clusters Score -8514734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44690 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -8514727.000000 Penalty: 5334.895020
	Iteration 47Q: 3 clusters Score -8514727 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44716 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -8514734.000000 Penalty: 5334.895020
	Iteration 48Q: 3 clusters Score -8514734 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44743 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -8514731.000000 Penalty: 5334.895020
	Iteration 49Q: 3 clusters Score -8514731 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44771 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -8514735.000000 Penalty: 5334.895020
	Iteration 50Q: 3 clusters Score -8514735 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44793 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -8514707.000000 Penalty: 5334.895020
	Iteration 51Q: 3 clusters Score -8514707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44803 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -8514707.000000 Penalty: 5334.895020
	Iteration 52Q: 3 clusters Score -8514707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -8514700.000000 Penalty: 5334.895020
	Iteration 53Q: 3 clusters Score -8514700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44825 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -8514697.000000 Penalty: 5334.895020
	Iteration 54Q: 3 clusters Score -8514697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44838 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -8514692.000000 Penalty: 5334.895020
	Iteration 55Q: 3 clusters Score -8514692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -8514695.000000 Penalty: 5334.895020
	Iteration 56Q: 3 clusters Score -8514695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -8514704.000000 Penalty: 5334.895020
	Iteration 57Q: 3 clusters Score -8514704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -8514698.000000 Penalty: 5334.895020
	Iteration 58Q: 3 clusters Score -8514698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -8514696.000000 Penalty: 5334.895020
	Iteration 59Q: 3 clusters Score -8514696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44889 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -8514690.000000 Penalty: 5334.895020
	Iteration 60F: 3 clusters Score -8514690 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44895 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -8514694.000000 Penalty: 5334.895020
	Iteration 61Q: 3 clusters Score -8514694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -8514687.000000 Penalty: 5334.895020
	Iteration 62Q: 3 clusters Score -8514687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44909 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -8514701.000000 Penalty: 5334.895020
	Iteration 63Q: 3 clusters Score -8514701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -8514701.000000 Penalty: 5334.895020
	Iteration 64Q: 3 clusters Score -8514701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44924 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -8514700.000000 Penalty: 5334.895020
	Iteration 65Q: 3 clusters Score -8514700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44930 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -8514695.000000 Penalty: 5334.895020
	Iteration 66Q: 3 clusters Score -8514695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44938 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -8514685.000000 Penalty: 5334.895020
	Iteration 67Q: 3 clusters Score -8514685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44950 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -8514696.000000 Penalty: 5334.895020
	Iteration 68Q: 3 clusters Score -8514696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44962 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -8514705.000000 Penalty: 5334.895020
	Iteration 69Q: 3 clusters Score -8514705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44970 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -8514701.000000 Penalty: 5334.895020
	Iteration 70Q: 3 clusters Score -8514701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -8514691.000000 Penalty: 5334.895020
	Iteration 71Q: 3 clusters Score -8514691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -8514695.000000 Penalty: 5334.895020
	Iteration 72Q: 3 clusters Score -8514695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45006 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -8514694.000000 Penalty: 5334.895020
	Iteration 73Q: 3 clusters Score -8514694 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45021 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -8514685.000000 Penalty: 5334.895020
	Iteration 74Q: 3 clusters Score -8514685 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45035 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -8514676.000000 Penalty: 5334.895020
	Iteration 75Q: 3 clusters Score -8514676 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -8514672.000000 Penalty: 5334.895020
	Iteration 76Q: 3 clusters Score -8514672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -8514684.000000 Penalty: 5334.895020
	Iteration 77Q: 3 clusters Score -8514684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45076 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -8514674.000000 Penalty: 5334.895020
	Iteration 78Q: 3 clusters Score -8514674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45087 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -8514667.000000 Penalty: 5334.895020
	Iteration 79Q: 3 clusters Score -8514667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -8514672.000000 Penalty: 5334.895020
	Iteration 80F: 3 clusters Score -8514672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -8514674.000000 Penalty: 5334.895020
	Iteration 81Q: 3 clusters Score -8514674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -8514666.000000 Penalty: 5334.895020
	Iteration 82Q: 3 clusters Score -8514666 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45135 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -8514661.000000 Penalty: 5334.895020
	Iteration 83Q: 3 clusters Score -8514661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45144 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -8514661.000000 Penalty: 5334.895020
	Iteration 84Q: 3 clusters Score -8514661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -8514663.000000 Penalty: 5334.895020
	Iteration 85Q: 3 clusters Score -8514663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45157 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -8514670.000000 Penalty: 5334.895020
	Iteration 86Q: 3 clusters Score -8514670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -8514665.000000 Penalty: 5334.895020
	Iteration 87Q: 3 clusters Score -8514665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45178 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -8514663.000000 Penalty: 5334.895020
	Iteration 88Q: 3 clusters Score -8514663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45189 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -8514665.000000 Penalty: 5334.895020
	Iteration 89Q: 3 clusters Score -8514665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -8514656.000000 Penalty: 5334.895020
	Iteration 90Q: 3 clusters Score -8514656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45209 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -8514651.000000 Penalty: 5334.895020
	Iteration 91Q: 3 clusters Score -8514651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -8514649.000000 Penalty: 5334.895020
	Iteration 92Q: 3 clusters Score -8514649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45217 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -8514649.000000 Penalty: 5334.895020
	Iteration 93Q: 3 clusters Score -8514649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -8514654.000000 Penalty: 5334.895020
	Iteration 94Q: 3 clusters Score -8514654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45231 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -8514657.000000 Penalty: 5334.895020
	Iteration 95Q: 3 clusters Score -8514657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -8514661.000000 Penalty: 5334.895020
	Iteration 96Q: 3 clusters Score -8514661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45245 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -8514675.000000 Penalty: 5334.895020
	Iteration 97Q: 3 clusters Score -8514675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45255 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -8514659.000000 Penalty: 5334.895020
	Iteration 98Q: 3 clusters Score -8514659 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45267 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -8514656.000000 Penalty: 5334.895020
	Iteration 99Q: 3 clusters Score -8514656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45270 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -8514658.000000 Penalty: 5334.895020
	Iteration 100F: 3 clusters Score -8514658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -8514653.000000 Penalty: 5334.895020
	Iteration 101Q: 3 clusters Score -8514653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45278 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -8514648.000000 Penalty: 5334.895020
	Iteration 102Q: 3 clusters Score -8514648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -8514654.000000 Penalty: 5334.895020
	Iteration 103Q: 3 clusters Score -8514654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -8514658.000000 Penalty: 5334.895020
	Iteration 104Q: 3 clusters Score -8514658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45292 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -8514672.000000 Penalty: 5334.895020
	Iteration 105Q: 3 clusters Score -8514672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45303 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -8514672.000000 Penalty: 5334.895020
	Iteration 106Q: 3 clusters Score -8514672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -8514678.000000 Penalty: 5334.895020
	Iteration 107Q: 3 clusters Score -8514678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45326 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -8514678.000000 Penalty: 5334.895020
	Iteration 108Q: 3 clusters Score -8514678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45339 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -8514671.000000 Penalty: 5334.895020
	Iteration 109Q: 3 clusters Score -8514671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45352 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -8514666.000000 Penalty: 5334.895020
	Iteration 110Q: 3 clusters Score -8514666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45364 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -8514672.000000 Penalty: 5334.895020
	Iteration 111Q: 3 clusters Score -8514672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45375 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -8514660.000000 Penalty: 5334.895020
	Iteration 112Q: 3 clusters Score -8514660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45387 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -8514662.000000 Penalty: 5334.895020
	Iteration 113Q: 3 clusters Score -8514662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45395 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -8514668.000000 Penalty: 5334.895020
	Iteration 114Q: 3 clusters Score -8514668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45402 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -8514657.000000 Penalty: 5334.895020
	Iteration 115Q: 3 clusters Score -8514657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -8514657.000000 Penalty: 5334.895020
	Iteration 116Q: 3 clusters Score -8514657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45407 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -8514652.000000 Penalty: 5334.895020
	Iteration 117Q: 3 clusters Score -8514652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45410 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -8514655.000000 Penalty: 5334.895020
	Iteration 118Q: 3 clusters Score -8514655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45413 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -8514655.000000 Penalty: 5334.895020
	Iteration 119Q: 3 clusters Score -8514655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45416 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -8514647.000000 Penalty: 5334.895020
	Iteration 120F: 3 clusters Score -8514647 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45419 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -8514649.000000 Penalty: 5334.895020
	Iteration 121Q: 3 clusters Score -8514649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45423 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -8514634.000000 Penalty: 5334.895020
	Iteration 122Q: 3 clusters Score -8514634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -8514633.000000 Penalty: 5334.895020
	Iteration 123Q: 3 clusters Score -8514633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45427 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -8514630.000000 Penalty: 5334.895020
	Iteration 124Q: 3 clusters Score -8514630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45429 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -8514635.000000 Penalty: 5334.895020
	Iteration 125Q: 3 clusters Score -8514635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45430 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -8514635.000000 Penalty: 5334.895020
	Iteration 126Q: 3 clusters Score -8514635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45432 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -8514632.000000 Penalty: 5334.895020
	Iteration 127Q: 3 clusters Score -8514632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45435 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -8514642.000000 Penalty: 5334.895020
	Iteration 128Q: 3 clusters Score -8514642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45436 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -8514642.000000 Penalty: 5334.895020
	Iteration 129Q: 3 clusters Score -8514642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45437 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -8514635.000000 Penalty: 5334.895020
	Iteration 130Q: 3 clusters Score -8514635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45441 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -8514649.000000 Penalty: 5334.895020
	Iteration 131Q: 3 clusters Score -8514649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45444 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -8514650.000000 Penalty: 5334.895020
	Iteration 132Q: 3 clusters Score -8514650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45449 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -8514651.000000 Penalty: 5334.895020
	Iteration 133Q: 3 clusters Score -8514651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45452 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -8514645.000000 Penalty: 5334.895020
	Iteration 134Q: 3 clusters Score -8514645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45460 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -8514637.000000 Penalty: 5334.895020
	Iteration 135Q: 3 clusters Score -8514637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45467 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -8514649.000000 Penalty: 5334.895020
	Iteration 136Q: 3 clusters Score -8514649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -8514651.000000 Penalty: 5334.895020
	Iteration 137Q: 3 clusters Score -8514651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -8514650.000000 Penalty: 5334.895020
	Iteration 138Q: 3 clusters Score -8514650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -8514638.000000 Penalty: 5334.895020
	Iteration 139Q: 3 clusters Score -8514638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -8514644.000000 Penalty: 5334.895020
	Iteration 140F: 3 clusters Score -8514644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45504 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -8514640.000000 Penalty: 5334.895020
	Iteration 141Q: 3 clusters Score -8514640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -8514632.000000 Penalty: 5334.895020
	Iteration 142Q: 3 clusters Score -8514632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45521 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -8514625.000000 Penalty: 5334.895020
	Iteration 143Q: 3 clusters Score -8514625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45529 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -8514626.000000 Penalty: 5334.895020
	Iteration 144Q: 3 clusters Score -8514626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -8514624.000000 Penalty: 5334.895020
	Iteration 145Q: 3 clusters Score -8514624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -8514630.000000 Penalty: 5334.895020
	Iteration 146Q: 3 clusters Score -8514630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45556 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -8514621.000000 Penalty: 5334.895020
	Iteration 147Q: 3 clusters Score -8514621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -8514620.000000 Penalty: 5334.895020
	Iteration 148Q: 3 clusters Score -8514620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45568 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -8514614.000000 Penalty: 5334.895020
	Iteration 149Q: 3 clusters Score -8514614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45576 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -8514627.000000 Penalty: 5334.895020
	Iteration 150Q: 3 clusters Score -8514627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45580 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -8514625.000000 Penalty: 5334.895020
	Iteration 151Q: 3 clusters Score -8514625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45581 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -8514626.000000 Penalty: 5334.895020
	Iteration 152Q: 3 clusters Score -8514626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45581 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -8514626.000000 Penalty: 5334.895020
	Iteration 153F: 3 clusters Score -8514626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (48699 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48699 members 
Entering Unmasked Estep 
Score: -9014005.000000 Penalty: 2676.766602
	Iteration 0F: 2 clusters Score -9014005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -8984725.000000 Penalty: 5353.533203
	Iteration 0F: 3 clusters Score -8984725 nChanged 22518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -8997183.000000 Penalty: 5353.533203
	Iteration 1F: 3 clusters Score -8997183 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -8997927.000000 Penalty: 5353.533203
	Iteration 2Q: 3 clusters Score -8997927 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -8998775.000000 Penalty: 5353.533203
	Iteration 3Q: 3 clusters Score -8998775 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 27152 members 
Entering Unmasked Estep 
Score: -8999876.000000 Penalty: 5353.533203
	Iteration 4Q: 3 clusters Score -8999876 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -9001346.000000 Penalty: 5353.533203
	Iteration 5F: 3 clusters Score -9001346 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -9003556.000000 Penalty: 5353.533203
	Iteration 6F: 3 clusters Score -9003556 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -9006381.000000 Penalty: 5353.533203
	Iteration 7F: 3 clusters Score -9006381 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -9008622.000000 Penalty: 5353.533203
	Iteration 8F: 3 clusters Score -9008622 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -9009782.000000 Penalty: 5353.533203
	Iteration 9Q: 3 clusters Score -9009782 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 33323 members 
Entering Unmasked Estep 
Score: -9010370.000000 Penalty: 5353.533203
	Iteration 10Q: 3 clusters Score -9010370 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -9010805.000000 Penalty: 5353.533203
	Iteration 11Q: 3 clusters Score -9010805 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -9011074.000000 Penalty: 5353.533203
	Iteration 12Q: 3 clusters Score -9011074 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -9011304.000000 Penalty: 5353.533203
	Iteration 13Q: 3 clusters Score -9011304 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -9011556.000000 Penalty: 5353.533203
	Iteration 14Q: 3 clusters Score -9011556 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -9011738.000000 Penalty: 5353.533203
	Iteration 15Q: 3 clusters Score -9011738 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -9011887.000000 Penalty: 5353.533203
	Iteration 16Q: 3 clusters Score -9011887 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 36646 members 
Entering Unmasked Estep 
Score: -9012052.000000 Penalty: 5353.533203
	Iteration 17Q: 3 clusters Score -9012052 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -9012211.000000 Penalty: 5353.533203
	Iteration 18Q: 3 clusters Score -9012211 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 37453 members 
Entering Unmasked Estep 
Score: -9012307.000000 Penalty: 5353.533203
	Iteration 19Q: 3 clusters Score -9012307 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 37835 members 
Entering Unmasked Estep 
Score: -9012387.000000 Penalty: 5353.533203
	Iteration 20F: 3 clusters Score -9012387 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -9012466.000000 Penalty: 5353.533203
	Iteration 21Q: 3 clusters Score -9012466 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 38577 members 
Entering Unmasked Estep 
Score: -9012523.000000 Penalty: 5353.533203
	Iteration 22Q: 3 clusters Score -9012523 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
Score: -9012583.000000 Penalty: 5353.533203
	Iteration 23Q: 3 clusters Score -9012583 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 39283 members 
Entering Unmasked Estep 
Score: -9012580.000000 Penalty: 5353.533203
	Iteration 24Q: 3 clusters Score -9012580 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 39595 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9012637 nChanged 300
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9012659 nChanged 305
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9012670 nChanged 292
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 40490 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9012712 nChanged 251
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9012723 nChanged 250
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -9012763.000000 Penalty: 5353.533203
	Iteration 30Q: 3 clusters Score -9012763 nChanged 252
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 41239 members 
Entering Unmasked Estep 
Score: -9012787.000000 Penalty: 5353.533203
	Iteration 31Q: 3 clusters Score -9012787 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -9012821.000000 Penalty: 5353.533203
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9012812 nChanged 241
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9012847 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 42178 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9012837 nChanged 208
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -9012817.000000 Penalty: 5353.533203
	Iteration 36Q: 3 clusters Score -9012817 nChanged 190
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
Score: -9012849.000000 Penalty: 5353.533203
	Iteration 37Q: 3 clusters Score -9012849 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -9012851.000000 Penalty: 5353.533203
	Iteration 38Q: 3 clusters Score -9012851 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 42944 members 
Entering Unmasked Estep 
Score: -9012858.000000 Penalty: 5353.533203
	Iteration 39Q: 3 clusters Score -9012858 nChanged 209
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -9012862.000000 Penalty: 5353.533203
	Iteration 40F: 3 clusters Score -9012862 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 43384 members 
Entering Unmasked Estep 
Score: -9012872.000000 Penalty: 5353.533203
	Iteration 41Q: 3 clusters Score -9012872 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 43596 members 
Entering Unmasked Estep 
Score: -9012871.000000 Penalty: 5353.533203
	Iteration 42Q: 3 clusters Score -9012871 nChanged 208
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -9012850.000000 Penalty: 5353.533203
	Iteration 43Q: 3 clusters Score -9012850 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
Score: -9012815.000000 Penalty: 5353.533203
	Iteration 44Q: 3 clusters Score -9012815 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -9012813.000000 Penalty: 5353.533203
	Iteration 45Q: 3 clusters Score -9012813 nChanged 191
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 44373 members 
Entering Unmasked Estep 
Score: -9012754.000000 Penalty: 5353.533203
	Iteration 46Q: 3 clusters Score -9012754 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 44550 members 
Entering Unmasked Estep 
Score: -9012718.000000 Penalty: 5353.533203
	Iteration 47Q: 3 clusters Score -9012718 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 44719 members 
Entering Unmasked Estep 
Score: -9012692.000000 Penalty: 5353.533203
	Iteration 48Q: 3 clusters Score -9012692 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 44873 members 
Entering Unmasked Estep 
Score: -9012711.000000 Penalty: 5353.533203
	Iteration 49Q: 3 clusters Score -9012711 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 45004 members 
Entering Unmasked Estep 
Score: -9012683.000000 Penalty: 5353.533203
	Iteration 50Q: 3 clusters Score -9012683 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -9012668.000000 Penalty: 5353.533203
	Iteration 51Q: 3 clusters Score -9012668 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 45282 members 
Entering Unmasked Estep 
Score: -9012651.000000 Penalty: 5353.533203
	Iteration 52Q: 3 clusters Score -9012651 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -9012649.000000 Penalty: 5353.533203
	Iteration 53Q: 3 clusters Score -9012649 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -9012634.000000 Penalty: 5353.533203
	Iteration 54Q: 3 clusters Score -9012634 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
Score: -9012623.000000 Penalty: 5353.533203
	Iteration 55Q: 3 clusters Score -9012623 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9012611 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 45720 members 
Entering Unmasked Estep 
Score: -9012620.000000 Penalty: 5353.533203
	Iteration 57Q: 3 clusters Score -9012620 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 45813 members 
Entering Unmasked Estep 
Score: -9012600.000000 Penalty: 5353.533203
	Iteration 58Q: 3 clusters Score -9012600 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 45924 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9012585 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 46015 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9012561 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 46118 members 
Entering Unmasked Estep 
Score: -9012540.000000 Penalty: 5353.533203
	Iteration 61Q: 3 clusters Score -9012540 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 46212 members 
Entering Unmasked Estep 
Score: -9012498.000000 Penalty: 5353.533203
	Iteration 62Q: 3 clusters Score -9012498 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 46294 members 
Entering Unmasked Estep 
Score: -9012486.000000 Penalty: 5353.533203
	Iteration 63Q: 3 clusters Score -9012486 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 46366 members 
Entering Unmasked Estep 
Score: -9012482.000000 Penalty: 5353.533203
	Iteration 64Q: 3 clusters Score -9012482 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 46434 members 
Entering Unmasked Estep 
Score: -9012475.000000 Penalty: 5353.533203
	Iteration 65Q: 3 clusters Score -9012475 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9012474 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 46553 members 
Entering Unmasked Estep 
Score: -9012488.000000 Penalty: 5353.533203
	Iteration 67Q: 3 clusters Score -9012488 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 46608 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9012474 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 46653 members 
Entering Unmasked Estep 
Score: -9012467.000000 Penalty: 5353.533203
	Iteration 69Q: 3 clusters Score -9012467 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -9012450.000000 Penalty: 5353.533203
	Iteration 70Q: 3 clusters Score -9012450 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 46730 members 
Entering Unmasked Estep 
Score: -9012451.000000 Penalty: 5353.533203
	Iteration 71Q: 3 clusters Score -9012451 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 46760 members 
Entering Unmasked Estep 
Score: -9012454.000000 Penalty: 5353.533203
	Iteration 72Q: 3 clusters Score -9012454 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 46792 members 
Entering Unmasked Estep 
Score: -9012443.000000 Penalty: 5353.533203
	Iteration 73Q: 3 clusters Score -9012443 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 46818 members 
Entering Unmasked Estep 
Score: -9012440.000000 Penalty: 5353.533203
	Iteration 74Q: 3 clusters Score -9012440 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 46843 members 
Entering Unmasked Estep 
Score: -9012436.000000 Penalty: 5353.533203
	Iteration 75Q: 3 clusters Score -9012436 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 46868 members 
Entering Unmasked Estep 
Score: -9012432.000000 Penalty: 5353.533203
	Iteration 76Q: 3 clusters Score -9012432 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 46892 members 
Entering Unmasked Estep 
Score: -9012442.000000 Penalty: 5353.533203
	Iteration 77Q: 3 clusters Score -9012442 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 46918 members 
Entering Unmasked Estep 
Score: -9012429.000000 Penalty: 5353.533203
	Iteration 78Q: 3 clusters Score -9012429 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -9012420.000000 Penalty: 5353.533203
	Iteration 79Q: 3 clusters Score -9012420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 46971 members 
Entering Unmasked Estep 
Score: -9012415.000000 Penalty: 5353.533203
	Iteration 80F: 3 clusters Score -9012415 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 47003 members 
Entering Unmasked Estep 
Score: -9012404.000000 Penalty: 5353.533203
	Iteration 81Q: 3 clusters Score -9012404 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 47037 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9012401 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 47071 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9012385 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 47099 members 
Entering Unmasked Estep 
Score: -9012392.000000 Penalty: 5353.533203
	Iteration 84Q: 3 clusters Score -9012392 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 47119 members 
Entering Unmasked Estep 
Score: -9012373.000000 Penalty: 5353.533203
	Iteration 85Q: 3 clusters Score -9012373 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9012374 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 47152 members 
Entering Unmasked Estep 
Score: -9012393.000000 Penalty: 5353.533203
	Iteration 87Q: 3 clusters Score -9012393 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 47169 members 
Entering Unmasked Estep 
Score: -9012381.000000 Penalty: 5353.533203
	Iteration 88Q: 3 clusters Score -9012381 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 47183 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9012373 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 47201 members 
Entering Unmasked Estep 
Score: -9012362.000000 Penalty: 5353.533203
	Iteration 90Q: 3 clusters Score -9012362 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 47216 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9012370 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 47227 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9012368 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 47238 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9012373 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 47252 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9012367 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 47263 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9012367 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 47274 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9012356 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 47282 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9012363 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1405 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9012353 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1399 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9012348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 47309 members 
Entering Unmasked Estep 
Score: -9012344.000000 Penalty: 5353.533203
	Iteration 100F: 3 clusters Score -9012344 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1380 members 
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Entering Unmasked Estep 
Score: -9012341.000000 Penalty: 5353.533203
	Iteration 101Q: 3 clusters Score -9012341 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 47324 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9012341 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -9012339.000000 Penalty: 5353.533203
	Iteration 103Q: 3 clusters Score -9012339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 47335 members 
Entering Unmasked Estep 
Score: -9012332.000000 Penalty: 5353.533203
	Iteration 104Q: 3 clusters Score -9012332 nChanged 4
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Mstep: Class 1 contains 1360 members 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9012338 nChanged 7
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Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 47346 members 
Entering Unmasked Estep 
Score: -9012333.000000 Penalty: 5353.533203
	Iteration 106Q: 3 clusters Score -9012333 nChanged 4
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Mstep: Class 1 contains 1349 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9012345 nChanged 6
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Mstep: Class 1 contains 1343 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9012345 nChanged 8
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9012342 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 47372 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9012350 nChanged 5
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Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9012353 nChanged 9
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Mstep: Class 2 contains 47384 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9012348 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 47393 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9012346 nChanged 6
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9012354 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 47402 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9012346 nChanged 5
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Mstep: Class 2 contains 47407 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9012347 nChanged 7
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Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9012356 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 47425 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9012349 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9012364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 47447 members 
Entering Unmasked Estep 
Score: -9012364.000000 Penalty: 5353.533203
	Iteration 120F: 3 clusters Score -9012364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 47456 members 
Entering Unmasked Estep 
Score: -9012352.000000 Penalty: 5353.533203
	Iteration 121Q: 3 clusters Score -9012352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 47463 members 
Entering Unmasked Estep 
Score: -9012353.000000 Penalty: 5353.533203
	Iteration 122Q: 3 clusters Score -9012353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -9012350.000000 Penalty: 5353.533203
	Iteration 123Q: 3 clusters Score -9012350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 47471 members 
Entering Unmasked Estep 
Score: -9012347.000000 Penalty: 5353.533203
	Iteration 124Q: 3 clusters Score -9012347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 47474 members 
Entering Unmasked Estep 
Score: -9012358.000000 Penalty: 5353.533203
	Iteration 125Q: 3 clusters Score -9012358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 47477 members 
Entering Unmasked Estep 
Score: -9012350.000000 Penalty: 5353.533203
	Iteration 126Q: 3 clusters Score -9012350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 47478 members 
Entering Unmasked Estep 
Score: -9012349.000000 Penalty: 5353.533203
	Iteration 127Q: 3 clusters Score -9012349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 47483 members 
Entering Unmasked Estep 
Score: -9012345.000000 Penalty: 5353.533203
	Iteration 128Q: 3 clusters Score -9012345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 47488 members 
Entering Unmasked Estep 
Score: -9012350.000000 Penalty: 5353.533203
	Iteration 129Q: 3 clusters Score -9012350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 47496 members 
Entering Unmasked Estep 
Score: -9012357.000000 Penalty: 5353.533203
	Iteration 130Q: 3 clusters Score -9012357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 47506 members 
Entering Unmasked Estep 
Score: -9012364.000000 Penalty: 5353.533203
	Iteration 131Q: 3 clusters Score -9012364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 47510 members 
Entering Unmasked Estep 
Score: -9012363.000000 Penalty: 5353.533203
	Iteration 132Q: 3 clusters Score -9012363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 47519 members 
Entering Unmasked Estep 
Score: -9012357.000000 Penalty: 5353.533203
	Iteration 133Q: 3 clusters Score -9012357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 47524 members 
Entering Unmasked Estep 
Score: -9012355.000000 Penalty: 5353.533203
	Iteration 134Q: 3 clusters Score -9012355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 47530 members 
Entering Unmasked Estep 
Score: -9012363.000000 Penalty: 5353.533203
	Iteration 135Q: 3 clusters Score -9012363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 47533 members 
Entering Unmasked Estep 
Score: -9012354.000000 Penalty: 5353.533203
	Iteration 136Q: 3 clusters Score -9012354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 47534 members 
Entering Unmasked Estep 
Score: -9012353.000000 Penalty: 5353.533203
	Iteration 137Q: 3 clusters Score -9012353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 47534 members 
Entering Unmasked Estep 
Score: -9012353.000000 Penalty: 5353.533203
	Iteration 138F: 3 clusters Score -9012353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Entering Unmasked Estep 
Score: -275114.750000 Penalty: 1818.589722
	Iteration 0F: 2 clusters Score -275114.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -272801.500000 Penalty: 3637.179443
	Iteration 0F: 3 clusters Score -272801.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -273160.750000 Penalty: 3637.179443
	Iteration 1F: 3 clusters Score -273160.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -273277.468750 Penalty: 3637.179443
	Iteration 2F: 3 clusters Score -273277.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -273345.531250 Penalty: 3637.179443
	Iteration 3Q: 3 clusters Score -273345.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -273378.750000 Penalty: 3637.179443
	Iteration 4Q: 3 clusters Score -273378.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -273393.843750 Penalty: 3637.179443
	Iteration 5Q: 3 clusters Score -273393.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -273400.000000 Penalty: 3637.179443
	Iteration 6Q: 3 clusters Score -273400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -273403.500000 Penalty: 3637.179443
	Iteration 7Q: 3 clusters Score -273403.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -273409.781250 Penalty: 3637.179443
	Iteration 8Q: 3 clusters Score -273409.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -273414.281250 Penalty: 3637.179443
	Iteration 9Q: 3 clusters Score -273414.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -273419.875000 Penalty: 3637.179443
	Iteration 10Q: 3 clusters Score -273419.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -273423.750000 Penalty: 3637.179443
	Iteration 11Q: 3 clusters Score -273423.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -273425.031250 Penalty: 3637.179443
	Iteration 12Q: 3 clusters Score -273425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -273426.781250 Penalty: 3637.179443
	Iteration 13Q: 3 clusters Score -273426.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -273429.531250 Penalty: 3637.179443
	Iteration 14Q: 3 clusters Score -273429.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -273431.718750 Penalty: 3637.179443
	Iteration 15Q: 3 clusters Score -273431.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -273431.718750 Penalty: 3637.179443
	Iteration 16F: 3 clusters Score -273431.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50975 members 
Mstep: Class 2 contains 51843 members 
Mstep: Class 3 contains 12970 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44084 members 
Mstep: Class 6 contains 884 members 
Mstep: Class 7 contains 45029 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45244 members 
Mstep: Class 13 contains 2237 members 
Mstep: Class 14 contains 54112 members 
Mstep: Class 15 contains 939 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 44113 members 
Mstep: Class 18 contains 45592 members 
Mstep: Class 19 contains 24622 members 
Mstep: Class 20 contains 46969 members 
Mstep: Class 21 contains 47893 members 
Mstep: Class 22 contains 46903 members 
Mstep: Class 23 contains 48699 members 
Mstep: Class 24 contains 1530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111209344.000000 Penalty: 76057.484375
Iteration 439Q: 24 clusters Score -1.112093e+08 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50984 members 
Mstep: Class 2 contains 51863 members 
Mstep: Class 3 contains 13087 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44084 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 45010 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45234 members 
Mstep: Class 13 contains 2237 members 
Mstep: Class 14 contains 54093 members 
Mstep: Class 15 contains 938 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 44100 members 
Mstep: Class 18 contains 45599 members 
Mstep: Class 19 contains 24605 members 
Mstep: Class 20 contains 46932 members 
Mstep: Class 21 contains 47863 members 
Mstep: Class 22 contains 46894 members 
Mstep: Class 23 contains 48702 members 
Mstep: Class 24 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111209296.000000 Penalty: 76057.484375
Iteration 440F: 24 clusters Score -1.112093e+08 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50998 members 
Mstep: Class 2 contains 51843 members 
Mstep: Class 3 contains 13221 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44093 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 44992 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45217 members 
Mstep: Class 13 contains 2237 members 
Mstep: Class 14 contains 54063 members 
Mstep: Class 15 contains 937 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 44070 members 
Mstep: Class 18 contains 45630 members 
Mstep: Class 19 contains 24591 members 
Mstep: Class 20 contains 46908 members 
Mstep: Class 21 contains 47817 members 
Mstep: Class 22 contains 46905 members 
Mstep: Class 23 contains 48702 members 
Mstep: Class 24 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111209376.000000 Penalty: 76057.484375
Iteration 441Q: 24 clusters Score -1.112094e+08 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51017 members 
Mstep: Class 2 contains 51798 members 
Mstep: Class 3 contains 13356 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44062 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 44954 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45201 members 
Mstep: Class 13 contains 2237 members 
Mstep: Class 14 contains 54070 members 
Mstep: Class 15 contains 938 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 44035 members 
Mstep: Class 18 contains 45636 members 
Mstep: Class 19 contains 24575 members 
Mstep: Class 20 contains 46941 members 
Mstep: Class 21 contains 47780 members 
Mstep: Class 22 contains 46899 members 
Mstep: Class 23 contains 48726 members 
Mstep: Class 24 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111209776.000000 Penalty: 76057.484375
Iteration 442Q: 24 clusters Score -1.112098e+08 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51019 members 
Mstep: Class 2 contains 51783 members 
Mstep: Class 3 contains 13496 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 44027 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 44916 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45176 members 
Mstep: Class 13 contains 2237 members 
Mstep: Class 14 contains 54081 members 
Mstep: Class 15 contains 938 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 44002 members 
Mstep: Class 18 contains 45661 members 
Mstep: Class 19 contains 24552 members 
Mstep: Class 20 contains 47000 members 
Mstep: Class 21 contains 47757 members 
Mstep: Class 22 contains 46866 members 
Mstep: Class 23 contains 48713 members 
Mstep: Class 24 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111210064.000000 Penalty: 76057.484375
Iteration 443Q: 24 clusters Score -1.112101e+08 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51040 members 
Mstep: Class 2 contains 51791 members 
Mstep: Class 3 contains 13610 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43991 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 44905 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45174 members 
Mstep: Class 13 contains 2237 members 
Mstep: Class 14 contains 54082 members 
Mstep: Class 15 contains 938 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 43978 members 
Mstep: Class 18 contains 45663 members 
Mstep: Class 19 contains 24532 members 
Mstep: Class 20 contains 46988 members 
Mstep: Class 21 contains 47740 members 
Mstep: Class 22 contains 46847 members 
Mstep: Class 23 contains 48707 members 
Mstep: Class 24 contains 1530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111210200.000000 Penalty: 76057.484375
Iteration 444Q: 24 clusters Score -1.112102e+08 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 51007 members 
Mstep: Class 2 contains 51770 members 
Mstep: Class 3 contains 13737 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43965 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 44907 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 45170 members 
Mstep: Class 13 contains 2237 members 
Mstep: Class 14 contains 54059 members 
Mstep: Class 15 contains 938 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 43952 members 
Mstep: Class 18 contains 45657 members 
Mstep: Class 19 contains 24523 members 
Mstep: Class 20 contains 47005 members 
Mstep: Class 21 contains 47731 members 
Mstep: Class 22 contains 46824 members 
Mstep: Class 23 contains 48739 members 
Mstep: Class 24 contains 1532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111210512.000000 Penalty: 76057.484375
Iteration 445Q: 24 clusters Score -1.112105e+08 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50969 members 
Mstep: Class 2 contains 51749 members 
Mstep: Class 3 contains 13879 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43940 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 44916 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 45135 members 
Mstep: Class 13 contains 2237 members 
Mstep: Class 14 contains 54064 members 
Mstep: Class 15 contains 937 members 
Mstep: Class 16 contains 630 members 
Mstep: Class 17 contains 43938 members 
Mstep: Class 18 contains 45650 members 
Mstep: Class 19 contains 24503 members 
Mstep: Class 20 contains 46990 members 
Mstep: Class 21 contains 47734 members 
Mstep: Class 22 contains 46823 members 
Mstep: Class 23 contains 48755 members 
Mstep: Class 24 contains 1533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111210648.000000 Penalty: 76057.484375
Iteration 446Q: 24 clusters Score -1.112106e+08 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50951 members 
Mstep: Class 2 contains 51755 members 
Mstep: Class 3 contains 14036 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43918 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 44898 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 12 contains 45130 members 
Mstep: Class 13 contains 2237 members 
Mstep: Class 14 contains 54054 members 
Mstep: Class 15 contains 937 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 43924 members 
Mstep: Class 18 contains 45634 members 
Mstep: Class 19 contains 24488 members 
Mstep: Class 20 contains 46961 members 
Mstep: Class 21 contains 47725 members 
Mstep: Class 22 contains 46823 members 
Mstep: Class 23 contains 48745 members 
Mstep: Class 24 contains 1534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111210872.000000 Penalty: 76057.484375
Iteration 447Q: 24 clusters Score -1.112109e+08 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50950 members 
Mstep: Class 2 contains 51726 members 
Mstep: Class 3 contains 14204 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43897 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 44874 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 12 contains 45085 members 
Mstep: Class 13 contains 2237 members 
Mstep: Class 14 contains 54043 members 
Mstep: Class 15 contains 937 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 43916 members 
Mstep: Class 18 contains 45621 members 
Mstep: Class 19 contains 24479 members 
Mstep: Class 20 contains 46962 members 
Mstep: Class 21 contains 47722 members 
Mstep: Class 22 contains 46819 members 
Mstep: Class 23 contains 48743 members 
Mstep: Class 24 contains 1535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111211224.000000 Penalty: 76057.484375
Iteration 448Q: 24 clusters Score -1.112112e+08 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50937 members 
Mstep: Class 2 contains 51718 members 
Mstep: Class 3 contains 14358 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43869 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 44877 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 12 contains 45050 members 
Mstep: Class 13 contains 2237 members 
Mstep: Class 14 contains 54064 members 
Mstep: Class 15 contains 938 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 43908 members 
Mstep: Class 18 contains 45608 members 
Mstep: Class 19 contains 24461 members 
Mstep: Class 20 contains 46939 members 
Mstep: Class 21 contains 47709 members 
Mstep: Class 22 contains 46804 members 
Mstep: Class 23 contains 48738 members 
Mstep: Class 24 contains 1535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111211336.000000 Penalty: 76057.484375
Iteration 449Q: 24 clusters Score -1.112113e+08 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50887 members 
Mstep: Class 2 contains 51685 members 
Mstep: Class 3 contains 14544 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43878 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 44881 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 12 contains 45003 members 
Mstep: Class 13 contains 2237 members 
Mstep: Class 14 contains 54076 members 
Mstep: Class 15 contains 938 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 43900 members 
Mstep: Class 18 contains 45591 members 
Mstep: Class 19 contains 24443 members 
Mstep: Class 20 contains 46917 members 
Mstep: Class 21 contains 47703 members 
Mstep: Class 22 contains 46796 members 
Mstep: Class 23 contains 48736 members 
Mstep: Class 24 contains 1535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111211760.000000 Penalty: 76057.484375
Iteration 450Q: 24 clusters Score -1.112118e+08 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50886 members 
Mstep: Class 2 contains 51667 members 
Mstep: Class 3 contains 14740 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43870 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 44870 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 12 contains 44937 members 
Mstep: Class 13 contains 2237 members 
Mstep: Class 14 contains 54086 members 
Mstep: Class 15 contains 939 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 43894 members 
Mstep: Class 18 contains 45573 members 
Mstep: Class 19 contains 24431 members 
Mstep: Class 20 contains 46909 members 
Mstep: Class 21 contains 47701 members 
Mstep: Class 22 contains 46764 members 
Mstep: Class 23 contains 48711 members 
Mstep: Class 24 contains 1535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111211560.000000 Penalty: 76057.484375
Iteration 451Q: 24 clusters Score -1.112116e+08 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 51677 members 
Mstep: Class 3 contains 14933 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43875 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 44841 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 594 members 
Mstep: Class 12 contains 44898 members 
Mstep: Class 13 contains 2237 members 
Mstep: Class 14 contains 54100 members 
Mstep: Class 15 contains 940 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 43891 members 
Mstep: Class 18 contains 45517 members 
Mstep: Class 19 contains 24420 members 
Mstep: Class 20 contains 46903 members 
Mstep: Class 21 contains 47673 members 
Mstep: Class 22 contains 46744 members 
Mstep: Class 23 contains 48689 members 
Mstep: Class 24 contains 1535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111211592.000000 Penalty: 76057.484375
Iteration 452Q: 24 clusters Score -1.112116e+08 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50858 members 
Mstep: Class 2 contains 51717 members 
Mstep: Class 3 contains 15122 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43862 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 44820 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44867 members 
Mstep: Class 13 contains 2237 members 
Mstep: Class 14 contains 54096 members 
Mstep: Class 15 contains 939 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 43851 members 
Mstep: Class 18 contains 45496 members 
Mstep: Class 19 contains 24416 members 
Mstep: Class 20 contains 46886 members 
Mstep: Class 21 contains 47631 members 
Mstep: Class 22 contains 46723 members 
Mstep: Class 23 contains 48695 members 
Mstep: Class 24 contains 1535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111211584.000000 Penalty: 76057.484375
Iteration 453Q: 24 clusters Score -1.112116e+08 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50859 members 
Mstep: Class 2 contains 51743 members 
Mstep: Class 3 contains 15295 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43844 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 44809 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44829 members 
Mstep: Class 13 contains 2237 members 
Mstep: Class 14 contains 54078 members 
Mstep: Class 15 contains 939 members 
Mstep: Class 16 contains 631 members 
Mstep: Class 17 contains 43821 members 
Mstep: Class 18 contains 45495 members 
Mstep: Class 19 contains 24407 members 
Mstep: Class 20 contains 46894 members 
Mstep: Class 21 contains 47612 members 
Mstep: Class 22 contains 46673 members 
Mstep: Class 23 contains 48681 members 
Mstep: Class 24 contains 1535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111211952.000000 Penalty: 76057.484375
Iteration 454Q: 24 clusters Score -1.11212e+08 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 51740 members 
Mstep: Class 3 contains 15465 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43838 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 44775 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44778 members 
Mstep: Class 13 contains 2238 members 
Mstep: Class 14 contains 54084 members 
Mstep: Class 15 contains 939 members 
Mstep: Class 16 contains 632 members 
Mstep: Class 17 contains 43785 members 
Mstep: Class 18 contains 45483 members 
Mstep: Class 19 contains 24396 members 
Mstep: Class 20 contains 46934 members 
Mstep: Class 21 contains 47580 members 
Mstep: Class 22 contains 46637 members 
Mstep: Class 23 contains 48693 members 
Mstep: Class 24 contains 1535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111212240.000000 Penalty: 76057.484375
Iteration 455Q: 24 clusters Score -1.112122e+08 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50816 members 
Mstep: Class 2 contains 51760 members 
Mstep: Class 3 contains 15648 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43813 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 44749 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44755 members 
Mstep: Class 13 contains 2238 members 
Mstep: Class 14 contains 54089 members 
Mstep: Class 15 contains 939 members 
Mstep: Class 16 contains 634 members 
Mstep: Class 17 contains 43764 members 
Mstep: Class 18 contains 45456 members 
Mstep: Class 19 contains 24390 members 
Mstep: Class 20 contains 46984 members 
Mstep: Class 21 contains 47549 members 
Mstep: Class 22 contains 46596 members 
Mstep: Class 23 contains 48667 members 
Mstep: Class 24 contains 1535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111212424.000000 Penalty: 76057.484375
Iteration 456Q: 24 clusters Score -1.112124e+08 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50780 members 
Mstep: Class 2 contains 51800 members 
Mstep: Class 3 contains 15834 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43814 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 44716 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44726 members 
Mstep: Class 13 contains 2237 members 
Mstep: Class 14 contains 54070 members 
Mstep: Class 15 contains 940 members 
Mstep: Class 16 contains 634 members 
Mstep: Class 17 contains 43764 members 
Mstep: Class 18 contains 45427 members 
Mstep: Class 19 contains 24391 members 
Mstep: Class 20 contains 47024 members 
Mstep: Class 21 contains 47515 members 
Mstep: Class 22 contains 46547 members 
Mstep: Class 23 contains 48630 members 
Mstep: Class 24 contains 1533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111212512.000000 Penalty: 76057.484375
Iteration 457Q: 24 clusters Score -1.112125e+08 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50770 members 
Mstep: Class 2 contains 51802 members 
Mstep: Class 3 contains 16020 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43816 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 44668 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44693 members 
Mstep: Class 13 contains 2236 members 
Mstep: Class 14 contains 54075 members 
Mstep: Class 15 contains 941 members 
Mstep: Class 16 contains 634 members 
Mstep: Class 17 contains 43764 members 
Mstep: Class 18 contains 45409 members 
Mstep: Class 19 contains 24386 members 
Mstep: Class 20 contains 47063 members 
Mstep: Class 21 contains 47471 members 
Mstep: Class 22 contains 46501 members 
Mstep: Class 23 contains 48604 members 
Mstep: Class 24 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111212544.000000 Penalty: 76057.484375
Iteration 458Q: 24 clusters Score -1.112125e+08 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50748 members 
Mstep: Class 2 contains 51819 members 
Mstep: Class 3 contains 16197 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43801 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 44611 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44675 members 
Mstep: Class 13 contains 2236 members 
Mstep: Class 14 contains 54087 members 
Mstep: Class 15 contains 940 members 
Mstep: Class 16 contains 634 members 
Mstep: Class 17 contains 43747 members 
Mstep: Class 18 contains 45398 members 
Mstep: Class 19 contains 24374 members 
Mstep: Class 20 contains 47128 members 
Mstep: Class 21 contains 47446 members 
Mstep: Class 22 contains 46446 members 
Mstep: Class 23 contains 48566 members 
Mstep: Class 24 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111212736.000000 Penalty: 76057.484375
Iteration 459Q: 24 clusters Score -1.112127e+08 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50713 members 
Mstep: Class 2 contains 51823 members 
Mstep: Class 3 contains 16364 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43777 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 44554 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44653 members 
Mstep: Class 13 contains 2236 members 
Mstep: Class 14 contains 54097 members 
Mstep: Class 15 contains 942 members 
Mstep: Class 16 contains 634 members 
Mstep: Class 17 contains 43744 members 
Mstep: Class 18 contains 45383 members 
Mstep: Class 19 contains 24366 members 
Mstep: Class 20 contains 47196 members 
Mstep: Class 21 contains 47434 members 
Mstep: Class 22 contains 46390 members 
Mstep: Class 23 contains 48549 members 
Mstep: Class 24 contains 1527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111213128.000000 Penalty: 76057.484375
Iteration 460F: 24 clusters Score -1.112131e+08 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50703 members 
Mstep: Class 2 contains 51842 members 
Mstep: Class 3 contains 16547 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43762 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 44526 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44665 members 
Mstep: Class 13 contains 2236 members 
Mstep: Class 14 contains 54087 members 
Mstep: Class 15 contains 941 members 
Mstep: Class 16 contains 634 members 
Mstep: Class 17 contains 43730 members 
Mstep: Class 18 contains 45369 members 
Mstep: Class 19 contains 24363 members 
Mstep: Class 20 contains 47220 members 
Mstep: Class 21 contains 47389 members 
Mstep: Class 22 contains 46348 members 
Mstep: Class 23 contains 48491 members 
Mstep: Class 24 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111213408.000000 Penalty: 76057.484375
Iteration 461Q: 24 clusters Score -1.112134e+08 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50689 members 
Mstep: Class 2 contains 51922 members 
Mstep: Class 3 contains 16722 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43768 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 44503 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44657 members 
Mstep: Class 13 contains 2236 members 
Mstep: Class 14 contains 54050 members 
Mstep: Class 15 contains 940 members 
Mstep: Class 16 contains 634 members 
Mstep: Class 17 contains 43749 members 
Mstep: Class 18 contains 45326 members 
Mstep: Class 19 contains 24342 members 
Mstep: Class 20 contains 47206 members 
Mstep: Class 21 contains 47357 members 
Mstep: Class 22 contains 46293 members 
Mstep: Class 23 contains 48459 members 
Mstep: Class 24 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111213568.000000 Penalty: 76057.484375
Iteration 462Q: 24 clusters Score -1.112136e+08 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50675 members 
Mstep: Class 2 contains 51984 members 
Mstep: Class 3 contains 16907 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43759 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 44468 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44642 members 
Mstep: Class 13 contains 2236 members 
Mstep: Class 14 contains 54031 members 
Mstep: Class 15 contains 940 members 
Mstep: Class 16 contains 634 members 
Mstep: Class 17 contains 43772 members 
Mstep: Class 18 contains 45296 members 
Mstep: Class 19 contains 24335 members 
Mstep: Class 20 contains 47191 members 
Mstep: Class 21 contains 47314 members 
Mstep: Class 22 contains 46233 members 
Mstep: Class 23 contains 48436 members 
Mstep: Class 24 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111213784.000000 Penalty: 76057.484375
Iteration 463Q: 24 clusters Score -1.112138e+08 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50652 members 
Mstep: Class 2 contains 52002 members 
Mstep: Class 3 contains 17118 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43762 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 44433 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44623 members 
Mstep: Class 13 contains 2236 members 
Mstep: Class 14 contains 54007 members 
Mstep: Class 15 contains 941 members 
Mstep: Class 16 contains 634 members 
Mstep: Class 17 contains 43783 members 
Mstep: Class 18 contains 45277 members 
Mstep: Class 19 contains 24326 members 
Mstep: Class 20 contains 47200 members 
Mstep: Class 21 contains 47273 members 
Mstep: Class 22 contains 46195 members 
Mstep: Class 23 contains 48391 members 
Mstep: Class 24 contains 1529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111213856.000000 Penalty: 76057.484375
Iteration 464Q: 24 clusters Score -1.112139e+08 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50637 members 
Mstep: Class 2 contains 52036 members 
Mstep: Class 3 contains 17313 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43762 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 44406 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44604 members 
Mstep: Class 13 contains 2236 members 
Mstep: Class 14 contains 53986 members 
Mstep: Class 15 contains 942 members 
Mstep: Class 16 contains 634 members 
Mstep: Class 17 contains 43796 members 
Mstep: Class 18 contains 45246 members 
Mstep: Class 19 contains 24315 members 
Mstep: Class 20 contains 47220 members 
Mstep: Class 21 contains 47224 members 
Mstep: Class 22 contains 46161 members 
Mstep: Class 23 contains 48334 members 
Mstep: Class 24 contains 1530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111213992.000000 Penalty: 76057.484375
Iteration 465Q: 24 clusters Score -1.11214e+08 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50595 members 
Mstep: Class 2 contains 52084 members 
Mstep: Class 3 contains 17519 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43753 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 44386 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44553 members 
Mstep: Class 13 contains 2236 members 
Mstep: Class 14 contains 53965 members 
Mstep: Class 15 contains 942 members 
Mstep: Class 16 contains 634 members 
Mstep: Class 17 contains 43817 members 
Mstep: Class 18 contains 45235 members 
Mstep: Class 19 contains 24303 members 
Mstep: Class 20 contains 47223 members 
Mstep: Class 21 contains 47181 members 
Mstep: Class 22 contains 46139 members 
Mstep: Class 23 contains 48285 members 
Mstep: Class 24 contains 1532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111214320.000000 Penalty: 76057.484375
Iteration 466Q: 24 clusters Score -1.112143e+08 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50559 members 
Mstep: Class 2 contains 52110 members 
Mstep: Class 3 contains 17729 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43759 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 44374 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44506 members 
Mstep: Class 13 contains 2236 members 
Mstep: Class 14 contains 53944 members 
Mstep: Class 15 contains 942 members 
Mstep: Class 16 contains 634 members 
Mstep: Class 17 contains 43823 members 
Mstep: Class 18 contains 45249 members 
Mstep: Class 19 contains 24288 members 
Mstep: Class 20 contains 47207 members 
Mstep: Class 21 contains 47127 members 
Mstep: Class 22 contains 46111 members 
Mstep: Class 23 contains 48251 members 
Mstep: Class 24 contains 1533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111214664.000000 Penalty: 76057.484375
Iteration 467Q: 24 clusters Score -1.112147e+08 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50510 members 
Mstep: Class 2 contains 52109 members 
Mstep: Class 3 contains 17938 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43775 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 44375 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44501 members 
Mstep: Class 13 contains 2236 members 
Mstep: Class 14 contains 53912 members 
Mstep: Class 15 contains 942 members 
Mstep: Class 16 contains 634 members 
Mstep: Class 17 contains 43821 members 
Mstep: Class 18 contains 45274 members 
Mstep: Class 19 contains 24275 members 
Mstep: Class 20 contains 47182 members 
Mstep: Class 21 contains 47063 members 
Mstep: Class 22 contains 46089 members 
Mstep: Class 23 contains 48212 members 
Mstep: Class 24 contains 1534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111215000.000000 Penalty: 76057.484375
Iteration 468Q: 24 clusters Score -1.11215e+08 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50475 members 
Mstep: Class 2 contains 52113 members 
Mstep: Class 3 contains 18147 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43804 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 44359 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44476 members 
Mstep: Class 13 contains 2236 members 
Mstep: Class 14 contains 53879 members 
Mstep: Class 15 contains 942 members 
Mstep: Class 16 contains 634 members 
Mstep: Class 17 contains 43811 members 
Mstep: Class 18 contains 45300 members 
Mstep: Class 19 contains 24263 members 
Mstep: Class 20 contains 47159 members 
Mstep: Class 21 contains 47010 members 
Mstep: Class 22 contains 46068 members 
Mstep: Class 23 contains 48171 members 
Mstep: Class 24 contains 1535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111215256.000000 Penalty: 76057.484375
Iteration 469Q: 24 clusters Score -1.112153e+08 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50447 members 
Mstep: Class 2 contains 52169 members 
Mstep: Class 3 contains 18354 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43822 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 44362 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44447 members 
Mstep: Class 13 contains 2236 members 
Mstep: Class 14 contains 53850 members 
Mstep: Class 15 contains 943 members 
Mstep: Class 16 contains 635 members 
Mstep: Class 17 contains 43812 members 
Mstep: Class 18 contains 45302 members 
Mstep: Class 19 contains 24249 members 
Mstep: Class 20 contains 47115 members 
Mstep: Class 21 contains 46945 members 
Mstep: Class 22 contains 46028 members 
Mstep: Class 23 contains 48130 members 
Mstep: Class 24 contains 1536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111215344.000000 Penalty: 76057.484375
Iteration 470Q: 24 clusters Score -1.112153e+08 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50385 members 
Mstep: Class 2 contains 52201 members 
Mstep: Class 3 contains 18580 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43815 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 44345 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44416 members 
Mstep: Class 13 contains 2236 members 
Mstep: Class 14 contains 53828 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 635 members 
Mstep: Class 17 contains 43821 members 
Mstep: Class 18 contains 45322 members 
Mstep: Class 19 contains 24243 members 
Mstep: Class 20 contains 47120 members 
Mstep: Class 21 contains 46899 members 
Mstep: Class 22 contains 46005 members 
Mstep: Class 23 contains 48050 members 
Mstep: Class 24 contains 1537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111215408.000000 Penalty: 76057.484375
Iteration 471Q: 24 clusters Score -1.112154e+08 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50363 members 
Mstep: Class 2 contains 52213 members 
Mstep: Class 3 contains 18814 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43810 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 44310 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44390 members 
Mstep: Class 13 contains 2236 members 
Mstep: Class 14 contains 53805 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 16 contains 635 members 
Mstep: Class 17 contains 43830 members 
Mstep: Class 18 contains 45325 members 
Mstep: Class 19 contains 24242 members 
Mstep: Class 20 contains 47105 members 
Mstep: Class 21 contains 46846 members 
Mstep: Class 22 contains 45988 members 
Mstep: Class 23 contains 47986 members 
Mstep: Class 24 contains 1539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111215632.000000 Penalty: 76057.484375
Iteration 472Q: 24 clusters Score -1.112156e+08 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50327 members 
Mstep: Class 2 contains 52271 members 
Mstep: Class 3 contains 19071 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43805 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 44274 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44376 members 
Mstep: Class 13 contains 2236 members 
Mstep: Class 14 contains 53765 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 635 members 
Mstep: Class 17 contains 43821 members 
Mstep: Class 18 contains 45340 members 
Mstep: Class 19 contains 24242 members 
Mstep: Class 20 contains 47075 members 
Mstep: Class 21 contains 46791 members 
Mstep: Class 22 contains 45940 members 
Mstep: Class 23 contains 47928 members 
Mstep: Class 24 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216000.000000 Penalty: 76057.484375
Iteration 473Q: 24 clusters Score -1.11216e+08 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50284 members 
Mstep: Class 2 contains 52265 members 
Mstep: Class 3 contains 19378 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43801 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 44260 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44375 members 
Mstep: Class 13 contains 2235 members 
Mstep: Class 14 contains 53752 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 635 members 
Mstep: Class 17 contains 43815 members 
Mstep: Class 18 contains 45352 members 
Mstep: Class 19 contains 24247 members 
Mstep: Class 20 contains 47020 members 
Mstep: Class 21 contains 46757 members 
Mstep: Class 22 contains 45888 members 
Mstep: Class 23 contains 47833 members 
Mstep: Class 24 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216392.000000 Penalty: 76057.484375
Iteration 474Q: 24 clusters Score -1.112164e+08 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50255 members 
Mstep: Class 2 contains 52237 members 
Mstep: Class 3 contains 19676 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43773 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 44227 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44367 members 
Mstep: Class 13 contains 2235 members 
Mstep: Class 14 contains 53702 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 43805 members 
Mstep: Class 18 contains 45366 members 
Mstep: Class 19 contains 24248 members 
Mstep: Class 20 contains 47038 members 
Mstep: Class 21 contains 46732 members 
Mstep: Class 22 contains 45847 members 
Mstep: Class 23 contains 47752 members 
Mstep: Class 24 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216640.000000 Penalty: 76057.484375
Iteration 475Q: 24 clusters Score -1.112166e+08 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50206 members 
Mstep: Class 2 contains 52198 members 
Mstep: Class 3 contains 19967 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43739 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 44233 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44359 members 
Mstep: Class 13 contains 2235 members 
Mstep: Class 14 contains 53657 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 636 members 
Mstep: Class 17 contains 43798 members 
Mstep: Class 18 contains 45360 members 
Mstep: Class 19 contains 24244 members 
Mstep: Class 20 contains 47060 members 
Mstep: Class 21 contains 46726 members 
Mstep: Class 22 contains 45813 members 
Mstep: Class 23 contains 47665 members 
Mstep: Class 24 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216824.000000 Penalty: 76057.484375
Iteration 476Q: 24 clusters Score -1.112168e+08 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50171 members 
Mstep: Class 2 contains 52182 members 
Mstep: Class 3 contains 20248 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43713 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 44208 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44323 members 
Mstep: Class 13 contains 2235 members 
Mstep: Class 14 contains 53588 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 16 contains 637 members 
Mstep: Class 17 contains 43764 members 
Mstep: Class 18 contains 45358 members 
Mstep: Class 19 contains 24249 members 
Mstep: Class 20 contains 47086 members 
Mstep: Class 21 contains 46710 members 
Mstep: Class 22 contains 45813 members 
Mstep: Class 23 contains 47610 members 
Mstep: Class 24 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217072.000000 Penalty: 76057.484375
Iteration 477Q: 24 clusters Score -1.112171e+08 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50142 members 
Mstep: Class 2 contains 52123 members 
Mstep: Class 3 contains 20563 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43718 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 44188 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 593 members 
Mstep: Class 12 contains 44284 members 
Mstep: Class 13 contains 2235 members 
Mstep: Class 14 contains 53572 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 638 members 
Mstep: Class 17 contains 43738 members 
Mstep: Class 18 contains 45338 members 
Mstep: Class 19 contains 24244 members 
Mstep: Class 20 contains 47081 members 
Mstep: Class 21 contains 46697 members 
Mstep: Class 22 contains 45778 members 
Mstep: Class 23 contains 47556 members 
Mstep: Class 24 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217360.000000 Penalty: 76057.484375
Iteration 478Q: 24 clusters Score -1.112174e+08 nChanged 1797
Entering ConstructFrom: 
Score: -111217360.000000 Penalty: 76057.484375
Entering ConstructFrom: 
Trying to split cluster 1 (50110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50110 members 
Entering Unmasked Estep 
Score: -9248168.000000 Penalty: 2683.850098
	Iteration 0F: 2 clusters Score -9248168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -9217640.000000 Penalty: 5367.700195
	Iteration 0F: 3 clusters Score -9217640 nChanged 23300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -9230540.000000 Penalty: 5367.700195
	Iteration 1F: 3 clusters Score -9230540 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -9231069.000000 Penalty: 5367.700195
	Iteration 2Q: 3 clusters Score -9231069 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -9231688.000000 Penalty: 5367.700195
	Iteration 3Q: 3 clusters Score -9231688 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -9232301.000000 Penalty: 5367.700195
	Iteration 4Q: 3 clusters Score -9232301 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28742 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -9233008.000000 Penalty: 5367.700195
	Iteration 5Q: 3 clusters Score -9233008 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -9233989.000000 Penalty: 5367.700195
	Iteration 6Q: 3 clusters Score -9233989 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -9235506.000000 Penalty: 5367.700195
	Iteration 7F: 3 clusters Score -9235506 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -9237685.000000 Penalty: 5367.700195
	Iteration 8F: 3 clusters Score -9237685 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -9240157.000000 Penalty: 5367.700195
	Iteration 9F: 3 clusters Score -9240157 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -9242273.000000 Penalty: 5367.700195
	Iteration 10F: 3 clusters Score -9242273 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41828 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -9243699.000000 Penalty: 5367.700195
	Iteration 11Q: 3 clusters Score -9243699 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43149 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -9244539.000000 Penalty: 5367.700195
	Iteration 12Q: 3 clusters Score -9244539 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44293 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -9245126.000000 Penalty: 5367.700195
	Iteration 13Q: 3 clusters Score -9245126 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -9245527.000000 Penalty: 5367.700195
	Iteration 14Q: 3 clusters Score -9245527 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46153 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -9245610.000000 Penalty: 5367.700195
	Iteration 15Q: 3 clusters Score -9245610 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46956 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -9245697.000000 Penalty: 5367.700195
	Iteration 16Q: 3 clusters Score -9245697 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47632 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -9245754.000000 Penalty: 5367.700195
	Iteration 17Q: 3 clusters Score -9245754 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48161 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -9245807.000000 Penalty: 5367.700195
	Iteration 18Q: 3 clusters Score -9245807 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48550 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -9245873.000000 Penalty: 5367.700195
	Iteration 19Q: 3 clusters Score -9245873 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48836 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -9245949.000000 Penalty: 5367.700195
	Iteration 20F: 3 clusters Score -9245949 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49058 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -9245986.000000 Penalty: 5367.700195
	Iteration 21Q: 3 clusters Score -9245986 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49220 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -9246024.000000 Penalty: 5367.700195
	Iteration 22Q: 3 clusters Score -9246024 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49328 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -9246054.000000 Penalty: 5367.700195
	Iteration 23Q: 3 clusters Score -9246054 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49402 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -9246055.000000 Penalty: 5367.700195
	Iteration 24Q: 3 clusters Score -9246055 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -9246052.000000 Penalty: 5367.700195
	Iteration 25Q: 3 clusters Score -9246052 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49503 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -9246053.000000 Penalty: 5367.700195
	Iteration 26Q: 3 clusters Score -9246053 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49528 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -9246063.000000 Penalty: 5367.700195
	Iteration 27Q: 3 clusters Score -9246063 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49553 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -9246063.000000 Penalty: 5367.700195
	Iteration 28Q: 3 clusters Score -9246063 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49566 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -9246066.000000 Penalty: 5367.700195
	Iteration 29Q: 3 clusters Score -9246066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49577 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -9246074.000000 Penalty: 5367.700195
	Iteration 30Q: 3 clusters Score -9246074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -9246075.000000 Penalty: 5367.700195
	Iteration 31Q: 3 clusters Score -9246075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49596 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9246082.000000 Penalty: 5367.700195
	Iteration 32Q: 3 clusters Score -9246082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49600 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -9246074.000000 Penalty: 5367.700195
	Iteration 33Q: 3 clusters Score -9246074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49602 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -9246074.000000 Penalty: 5367.700195
	Iteration 34Q: 3 clusters Score -9246074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49606 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -9246067.000000 Penalty: 5367.700195
	Iteration 35Q: 3 clusters Score -9246067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49609 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -9246073.000000 Penalty: 5367.700195
	Iteration 36Q: 3 clusters Score -9246073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49612 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -9246081.000000 Penalty: 5367.700195
	Iteration 37Q: 3 clusters Score -9246081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49615 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -9246076.000000 Penalty: 5367.700195
	Iteration 38Q: 3 clusters Score -9246076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49616 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -9246077.000000 Penalty: 5367.700195
	Iteration 39Q: 3 clusters Score -9246077 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49618 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -9246083.000000 Penalty: 5367.700195
	Iteration 40F: 3 clusters Score -9246083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49623 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -9246089.000000 Penalty: 5367.700195
	Iteration 41Q: 3 clusters Score -9246089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49627 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -9246088.000000 Penalty: 5367.700195
	Iteration 42Q: 3 clusters Score -9246088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49630 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -9246094.000000 Penalty: 5367.700195
	Iteration 43Q: 3 clusters Score -9246094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49632 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -9246091.000000 Penalty: 5367.700195
	Iteration 44Q: 3 clusters Score -9246091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49633 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -9246096.000000 Penalty: 5367.700195
	Iteration 45Q: 3 clusters Score -9246096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49635 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -9246099.000000 Penalty: 5367.700195
	Iteration 46Q: 3 clusters Score -9246099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49636 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -9246096.000000 Penalty: 5367.700195
	Iteration 47Q: 3 clusters Score -9246096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49636 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -9246096.000000 Penalty: 5367.700195
	Iteration 48F: 3 clusters Score -9246096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (52072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52072 members 
Entering Unmasked Estep 
Score: -9558947.000000 Penalty: 2693.375000
	Iteration 0F: 2 clusters Score -9558947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -9527897.000000 Penalty: 5386.750000
	Iteration 0F: 3 clusters Score -9527897 nChanged 24032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -9541217.000000 Penalty: 5386.750000
	Iteration 1F: 3 clusters Score -9541217 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -9542002.000000 Penalty: 5386.750000
	Iteration 2Q: 3 clusters Score -9542002 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20136 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -9543132.000000 Penalty: 5386.750000
	Iteration 3Q: 3 clusters Score -9543132 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -9544876.000000 Penalty: 5386.750000
	Iteration 4F: 3 clusters Score -9544876 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 38967 members 
Entering Unmasked Estep 
Score: -9547739.000000 Penalty: 5386.750000
	Iteration 5F: 3 clusters Score -9547739 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -9551379.000000 Penalty: 5386.750000
	Iteration 6F: 3 clusters Score -9551379 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 47645 members 
Entering Unmasked Estep 
Score: -9553914.000000 Penalty: 5386.750000
	Iteration 7F: 3 clusters Score -9553914 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 50144 members 
Entering Unmasked Estep 
Score: -9555424.000000 Penalty: 5386.750000
	Iteration 8Q: 3 clusters Score -9555424 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 51206 members 
Entering Unmasked Estep 
Score: -9556079.000000 Penalty: 5386.750000
	Iteration 9Q: 3 clusters Score -9556079 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 51598 members 
Entering Unmasked Estep 
Score: -9556432.000000 Penalty: 5386.750000
	Iteration 10Q: 3 clusters Score -9556432 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 51725 members 
Entering Unmasked Estep 
Score: -9556570.000000 Penalty: 5386.750000
	Iteration 11Q: 3 clusters Score -9556570 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 51778 members 
Entering Unmasked Estep 
Score: -9556632.000000 Penalty: 5386.750000
	Iteration 12Q: 3 clusters Score -9556632 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 51796 members 
Entering Unmasked Estep 
Score: -9556672.000000 Penalty: 5386.750000
	Iteration 13Q: 3 clusters Score -9556672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 51804 members 
Entering Unmasked Estep 
Score: -9556682.000000 Penalty: 5386.750000
	Iteration 14Q: 3 clusters Score -9556682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 51804 members 
Entering Unmasked Estep 
Score: -9556688.000000 Penalty: 5386.750000
	Iteration 15Q: 3 clusters Score -9556688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 51805 members 
Entering Unmasked Estep 
Score: -9556690.000000 Penalty: 5386.750000
	Iteration 16Q: 3 clusters Score -9556690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 51804 members 
Entering Unmasked Estep 
Score: -9556694.000000 Penalty: 5386.750000
	Iteration 17Q: 3 clusters Score -9556694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 51804 members 
Entering Unmasked Estep 
Score: -9556694.000000 Penalty: 5386.750000
	Iteration 18F: 3 clusters Score -9556694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Entering Unmasked Estep 
Score: -3809149.500000 Penalty: 2466.684082
	Iteration 0F: 2 clusters Score -3809150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -3794474.250000 Penalty: 4933.368164
	Iteration 0F: 3 clusters Score -3794474 nChanged 9207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -3799482.250000 Penalty: 4933.368164
	Iteration 1F: 3 clusters Score -3799482 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -3799950.250000 Penalty: 4933.368164
	Iteration 2F: 3 clusters Score -3799950 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -3800636.750000 Penalty: 4933.368164
	Iteration 3Q: 3 clusters Score -3800637 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -3801498.250000 Penalty: 4933.368164
	Iteration 4F: 3 clusters Score -3801498 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -3802453.500000 Penalty: 4933.368164
	Iteration 5F: 3 clusters Score -3802454 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -3803457.750000 Penalty: 4933.368164
	Iteration 6F: 3 clusters Score -3803458 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -3804593.250000 Penalty: 4933.368164
	Iteration 7F: 3 clusters Score -3804593 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -3805756.250000 Penalty: 4933.368164
	Iteration 8F: 3 clusters Score -3805756 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -3806846.000000 Penalty: 4933.368164
	Iteration 9F: 3 clusters Score -3806846 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -3807543.000000 Penalty: 4933.368164
	Iteration 10Q: 3 clusters Score -3807543 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -3807882.500000 Penalty: 4933.368164
	Iteration 11Q: 3 clusters Score -3807882 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -3808040.250000 Penalty: 4933.368164
	Iteration 12Q: 3 clusters Score -3808040 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -3808135.750000 Penalty: 4933.368164
	Iteration 13Q: 3 clusters Score -3808136 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -3808163.750000 Penalty: 4933.368164
	Iteration 14Q: 3 clusters Score -3808164 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -3808210.500000 Penalty: 4933.368164
	Iteration 15Q: 3 clusters Score -3808210 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -3808227.000000 Penalty: 4933.368164
	Iteration 16Q: 3 clusters Score -3808227 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -3808266.500000 Penalty: 4933.368164
	Iteration 17Q: 3 clusters Score -3808266 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -3808274.250000 Penalty: 4933.368164
	Iteration 18Q: 3 clusters Score -3808274 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -3808315.750000 Penalty: 4933.368164
	Iteration 19Q: 3 clusters Score -3808316 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -3808319.500000 Penalty: 4933.368164
	Iteration 20F: 3 clusters Score -3808320 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -3808335.750000 Penalty: 4933.368164
	Iteration 21Q: 3 clusters Score -3808336 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -3808352.250000 Penalty: 4933.368164
	Iteration 22Q: 3 clusters Score -3808352 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -3808353.750000 Penalty: 4933.368164
	Iteration 23Q: 3 clusters Score -3808354 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -3808365.250000 Penalty: 4933.368164
	Iteration 24Q: 3 clusters Score -3808365 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -3808365.250000 Penalty: 4933.368164
	Iteration 25Q: 3 clusters Score -3808365 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -3808358.500000 Penalty: 4933.368164
	Iteration 26Q: 3 clusters Score -3808358 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -3808372.250000 Penalty: 4933.368164
	Iteration 27Q: 3 clusters Score -3808372 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -3808373.500000 Penalty: 4933.368164
	Iteration 28Q: 3 clusters Score -3808374 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -3808380.000000 Penalty: 4933.368164
	Iteration 29Q: 3 clusters Score -3808380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -3808374.500000 Penalty: 4933.368164
	Iteration 30Q: 3 clusters Score -3808374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -3808379.500000 Penalty: 4933.368164
	Iteration 31Q: 3 clusters Score -3808380 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -3808383.000000 Penalty: 4933.368164
	Iteration 32Q: 3 clusters Score -3808383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -3808380.000000 Penalty: 4933.368164
	Iteration 33Q: 3 clusters Score -3808380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -3808384.750000 Penalty: 4933.368164
	Iteration 34Q: 3 clusters Score -3808385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -3808388.000000 Penalty: 4933.368164
	Iteration 35Q: 3 clusters Score -3808388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -3808396.750000 Penalty: 4933.368164
	Iteration 36Q: 3 clusters Score -3808397 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -3808392.000000 Penalty: 4933.368164
	Iteration 37Q: 3 clusters Score -3808392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -3808394.000000 Penalty: 4933.368164
	Iteration 38Q: 3 clusters Score -3808394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -3808395.750000 Penalty: 4933.368164
	Iteration 39Q: 3 clusters Score -3808396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -3808408.250000 Penalty: 4933.368164
	Iteration 40F: 3 clusters Score -3808408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -3808406.000000 Penalty: 4933.368164
	Iteration 41Q: 3 clusters Score -3808406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -3808401.500000 Penalty: 4933.368164
	Iteration 42Q: 3 clusters Score -3808402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -3808404.250000 Penalty: 4933.368164
	Iteration 43Q: 3 clusters Score -3808404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -3808409.250000 Penalty: 4933.368164
	Iteration 44Q: 3 clusters Score -3808409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -3808410.500000 Penalty: 4933.368164
	Iteration 45Q: 3 clusters Score -3808410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -3808415.750000 Penalty: 4933.368164
	Iteration 46Q: 3 clusters Score -3808416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -3808412.250000 Penalty: 4933.368164
	Iteration 47Q: 3 clusters Score -3808412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -3808411.750000 Penalty: 4933.368164
	Iteration 48Q: 3 clusters Score -3808412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -3808410.250000 Penalty: 4933.368164
	Iteration 49Q: 3 clusters Score -3808410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -3808405.250000 Penalty: 4933.368164
	Iteration 50Q: 3 clusters Score -3808405 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -3808412.000000 Penalty: 4933.368164
	Iteration 51Q: 3 clusters Score -3808412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -3808421.500000 Penalty: 4933.368164
	Iteration 52Q: 3 clusters Score -3808422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -3808424.000000 Penalty: 4933.368164
	Iteration 53Q: 3 clusters Score -3808424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -3808429.000000 Penalty: 4933.368164
	Iteration 54Q: 3 clusters Score -3808429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -3808437.750000 Penalty: 4933.368164
	Iteration 55Q: 3 clusters Score -3808438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -3808427.000000 Penalty: 4933.368164
	Iteration 56Q: 3 clusters Score -3808427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -3808436.250000 Penalty: 4933.368164
	Iteration 57Q: 3 clusters Score -3808436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -3808440.500000 Penalty: 4933.368164
	Iteration 58Q: 3 clusters Score -3808440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -3808440.500000 Penalty: 4933.368164
	Iteration 59Q: 3 clusters Score -3808440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -3808438.250000 Penalty: 4933.368164
	Iteration 60F: 3 clusters Score -3808438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -3808441.750000 Penalty: 4933.368164
	Iteration 61Q: 3 clusters Score -3808442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -3808442.000000 Penalty: 4933.368164
	Iteration 62Q: 3 clusters Score -3808442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -3808443.250000 Penalty: 4933.368164
	Iteration 63Q: 3 clusters Score -3808443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -3808444.750000 Penalty: 4933.368164
	Iteration 64Q: 3 clusters Score -3808445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -3808447.250000 Penalty: 4933.368164
	Iteration 65Q: 3 clusters Score -3808447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -3808443.500000 Penalty: 4933.368164
	Iteration 66Q: 3 clusters Score -3808444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -3808444.750000 Penalty: 4933.368164
	Iteration 67Q: 3 clusters Score -3808445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -3808443.500000 Penalty: 4933.368164
	Iteration 68Q: 3 clusters Score -3808444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -3808444.500000 Penalty: 4933.368164
	Iteration 69Q: 3 clusters Score -3808444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -3808447.750000 Penalty: 4933.368164
	Iteration 70Q: 3 clusters Score -3808448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -3808442.250000 Penalty: 4933.368164
	Iteration 71Q: 3 clusters Score -3808442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -3808446.500000 Penalty: 4933.368164
	Iteration 72Q: 3 clusters Score -3808446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -3808445.000000 Penalty: 4933.368164
	Iteration 73Q: 3 clusters Score -3808445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -3808445.000000 Penalty: 4933.368164
	Iteration 74F: 3 clusters Score -3808445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Entering Unmasked Estep 
Score: -31515.798828 Penalty: 1482.763672
	Iteration 0F: 2 clusters Score -31515.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -30240.326172 Penalty: 2965.527344
	Iteration 0F: 3 clusters Score -30240.33 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -30477.708984 Penalty: 2965.527344
	Iteration 1F: 3 clusters Score -30477.71 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -30574.583984 Penalty: 2965.527344
	Iteration 2F: 3 clusters Score -30574.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -30606.896484 Penalty: 2965.527344
	Iteration 3Q: 3 clusters Score -30606.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -30661.402344 Penalty: 2965.527344
	Iteration 4Q: 3 clusters Score -30661.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -30691.210938 Penalty: 2965.527344
	Iteration 5Q: 3 clusters Score -30691.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30714.236328 Penalty: 2965.527344
	Iteration 6Q: 3 clusters Score -30714.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -30729.554688 Penalty: 2965.527344
	Iteration 7Q: 3 clusters Score -30729.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -30761.025391 Penalty: 2965.527344
	Iteration 8Q: 3 clusters Score -30761.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -30782.066406 Penalty: 2965.527344
	Iteration 9Q: 3 clusters Score -30782.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -30810.847656 Penalty: 2965.527344
	Iteration 10Q: 3 clusters Score -30810.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -30822.289062 Penalty: 2965.527344
	Iteration 11Q: 3 clusters Score -30822.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -30828.089844 Penalty: 2965.527344
	Iteration 12Q: 3 clusters Score -30828.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -30828.693359 Penalty: 2965.527344
	Iteration 13Q: 3 clusters Score -30828.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -30829.232422 Penalty: 2965.527344
	Iteration 14Q: 3 clusters Score -30829.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30829.628906 Penalty: 2965.527344
	Iteration 15Q: 3 clusters Score -30829.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -30830.003906 Penalty: 2965.527344
	Iteration 16Q: 3 clusters Score -30830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -30844.191406 Penalty: 2965.527344
	Iteration 17Q: 3 clusters Score -30844.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -30846.302734 Penalty: 2965.527344
	Iteration 18Q: 3 clusters Score -30846.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -30846.699219 Penalty: 2965.527344
	Iteration 19Q: 3 clusters Score -30846.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -30847.527344 Penalty: 2965.527344
	Iteration 20F: 3 clusters Score -30847.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -30900.585938 Penalty: 2965.527344
	Iteration 21Q: 3 clusters Score -30900.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -30900.585938 Penalty: 2965.527344
	Iteration 22F: 3 clusters Score -30900.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (43724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Entering Unmasked Estep 
Score: -8015241.500000 Penalty: 2650.041992
	Iteration 0F: 2 clusters Score -8015242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -7986739.000000 Penalty: 5300.083984
	Iteration 0F: 3 clusters Score -7986739 nChanged 20040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -7997714.500000 Penalty: 5300.083984
	Iteration 1F: 3 clusters Score -7997714 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -7998436.500000 Penalty: 5300.083984
	Iteration 2Q: 3 clusters Score -7998436 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -7999211.500000 Penalty: 5300.083984
	Iteration 3Q: 3 clusters Score -7999212 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22427 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -8000125.500000 Penalty: 5300.083984
	Iteration 4Q: 3 clusters Score -8000126 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -8001207.000000 Penalty: 5300.083984
	Iteration 5Q: 3 clusters Score -8001207 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -8002504.000000 Penalty: 5300.083984
	Iteration 6F: 3 clusters Score -8002504 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -8004257.000000 Penalty: 5300.083984
	Iteration 7F: 3 clusters Score -8004257 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -8006377.000000 Penalty: 5300.083984
	Iteration 8F: 3 clusters Score -8006377 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -8008602.500000 Penalty: 5300.083984
	Iteration 9F: 3 clusters Score -8008602 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -8010102.500000 Penalty: 5300.083984
	Iteration 10F: 3 clusters Score -8010102 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -8010816.500000 Penalty: 5300.083984
	Iteration 11Q: 3 clusters Score -8010816 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -8011151.000000 Penalty: 5300.083984
	Iteration 12Q: 3 clusters Score -8011151 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30142 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -8011345.500000 Penalty: 5300.083984
	Iteration 13Q: 3 clusters Score -8011346 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -8011500.000000 Penalty: 5300.083984
	Iteration 14Q: 3 clusters Score -8011500 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -8011684.000000 Penalty: 5300.083984
	Iteration 15Q: 3 clusters Score -8011684 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -8011841.000000 Penalty: 5300.083984
	Iteration 16Q: 3 clusters Score -8011841 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32033 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -8011938.000000 Penalty: 5300.083984
	Iteration 17Q: 3 clusters Score -8011938 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32440 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -8012064.000000 Penalty: 5300.083984
	Iteration 18Q: 3 clusters Score -8012064 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32863 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -8012116.000000 Penalty: 5300.083984
	Iteration 19Q: 3 clusters Score -8012116 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33297 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -8012224.500000 Penalty: 5300.083984
	Iteration 20F: 3 clusters Score -8012224 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -8012302.500000 Penalty: 5300.083984
	Iteration 21Q: 3 clusters Score -8012302 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -8012403.000000 Penalty: 5300.083984
	Iteration 22Q: 3 clusters Score -8012403 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -8012471.000000 Penalty: 5300.083984
	Iteration 23Q: 3 clusters Score -8012471 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -8012598.500000 Penalty: 5300.083984
	Iteration 24Q: 3 clusters Score -8012598 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -8012673.000000 Penalty: 5300.083984
	Iteration 25Q: 3 clusters Score -8012673 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -8012762.500000 Penalty: 5300.083984
	Iteration 26Q: 3 clusters Score -8012762 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -8012833.500000 Penalty: 5300.083984
	Iteration 27Q: 3 clusters Score -8012834 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -8012911.500000 Penalty: 5300.083984
	Iteration 28Q: 3 clusters Score -8012912 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -8012938.000000 Penalty: 5300.083984
	Iteration 29Q: 3 clusters Score -8012938 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -8013031.000000 Penalty: 5300.083984
	Iteration 30Q: 3 clusters Score -8013031 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37436 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -8013083.000000 Penalty: 5300.083984
	Iteration 31Q: 3 clusters Score -8013083 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37752 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -8013129.500000 Penalty: 5300.083984
	Iteration 32Q: 3 clusters Score -8013130 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38063 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -8013192.000000 Penalty: 5300.083984
	Iteration 33Q: 3 clusters Score -8013192 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -8013246.500000 Penalty: 5300.083984
	Iteration 34Q: 3 clusters Score -8013246 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -8013291.000000 Penalty: 5300.083984
	Iteration 35Q: 3 clusters Score -8013291 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -8013335.000000 Penalty: 5300.083984
	Iteration 36Q: 3 clusters Score -8013335 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -8013370.000000 Penalty: 5300.083984
	Iteration 37Q: 3 clusters Score -8013370 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39324 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -8013431.000000 Penalty: 5300.083984
	Iteration 38Q: 3 clusters Score -8013431 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -8013459.500000 Penalty: 5300.083984
	Iteration 39Q: 3 clusters Score -8013460 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -8013509.500000 Penalty: 5300.083984
	Iteration 40F: 3 clusters Score -8013510 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -8013552.000000 Penalty: 5300.083984
	Iteration 41Q: 3 clusters Score -8013552 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -8013586.000000 Penalty: 5300.083984
	Iteration 42Q: 3 clusters Score -8013586 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -8013605.000000 Penalty: 5300.083984
	Iteration 43Q: 3 clusters Score -8013605 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -8013598.500000 Penalty: 5300.083984
	Iteration 44Q: 3 clusters Score -8013598 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -8013665.000000 Penalty: 5300.083984
	Iteration 45Q: 3 clusters Score -8013665 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -8013679.000000 Penalty: 5300.083984
	Iteration 46Q: 3 clusters Score -8013679 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40717 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -8013690.000000 Penalty: 5300.083984
	Iteration 47Q: 3 clusters Score -8013690 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -8013718.500000 Penalty: 5300.083984
	Iteration 48Q: 3 clusters Score -8013718 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40911 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -8013745.000000 Penalty: 5300.083984
	Iteration 49Q: 3 clusters Score -8013745 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41008 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -8013733.500000 Penalty: 5300.083984
	Iteration 50Q: 3 clusters Score -8013734 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -8013755.000000 Penalty: 5300.083984
	Iteration 51Q: 3 clusters Score -8013755 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41188 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -8013760.500000 Penalty: 5300.083984
	Iteration 52Q: 3 clusters Score -8013760 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -8013759.500000 Penalty: 5300.083984
	Iteration 53Q: 3 clusters Score -8013760 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -8013771.000000 Penalty: 5300.083984
	Iteration 54Q: 3 clusters Score -8013771 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -8013797.500000 Penalty: 5300.083984
	Iteration 55Q: 3 clusters Score -8013798 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -8013794.000000 Penalty: 5300.083984
	Iteration 56Q: 3 clusters Score -8013794 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -8013802.000000 Penalty: 5300.083984
	Iteration 57Q: 3 clusters Score -8013802 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -8013790.000000 Penalty: 5300.083984
	Iteration 58Q: 3 clusters Score -8013790 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41697 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -8013793.000000 Penalty: 5300.083984
	Iteration 59Q: 3 clusters Score -8013793 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -8013792.000000 Penalty: 5300.083984
	Iteration 60F: 3 clusters Score -8013792 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41808 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -8013801.500000 Penalty: 5300.083984
	Iteration 61Q: 3 clusters Score -8013802 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -8013797.000000 Penalty: 5300.083984
	Iteration 62Q: 3 clusters Score -8013797 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -8013793.500000 Penalty: 5300.083984
	Iteration 63Q: 3 clusters Score -8013794 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41966 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -8013807.000000 Penalty: 5300.083984
	Iteration 64Q: 3 clusters Score -8013807 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -8013815.500000 Penalty: 5300.083984
	Iteration 65Q: 3 clusters Score -8013816 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -8013804.500000 Penalty: 5300.083984
	Iteration 66Q: 3 clusters Score -8013804 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -8013801.000000 Penalty: 5300.083984
	Iteration 67Q: 3 clusters Score -8013801 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -8013793.500000 Penalty: 5300.083984
	Iteration 68Q: 3 clusters Score -8013794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -8013791.000000 Penalty: 5300.083984
	Iteration 69Q: 3 clusters Score -8013791 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -8013790.000000 Penalty: 5300.083984
	Iteration 70Q: 3 clusters Score -8013790 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42184 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -8013791.500000 Penalty: 5300.083984
	Iteration 71Q: 3 clusters Score -8013792 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -8013785.000000 Penalty: 5300.083984
	Iteration 72Q: 3 clusters Score -8013785 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -8013771.500000 Penalty: 5300.083984
	Iteration 73Q: 3 clusters Score -8013772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -8013767.000000 Penalty: 5300.083984
	Iteration 74Q: 3 clusters Score -8013767 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -8013771.500000 Penalty: 5300.083984
	Iteration 75Q: 3 clusters Score -8013772 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -8013775.500000 Penalty: 5300.083984
	Iteration 76Q: 3 clusters Score -8013776 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42322 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -8013777.000000 Penalty: 5300.083984
	Iteration 77Q: 3 clusters Score -8013777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -8013779.000000 Penalty: 5300.083984
	Iteration 78Q: 3 clusters Score -8013779 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -8013779.000000 Penalty: 5300.083984
	Iteration 79Q: 3 clusters Score -8013779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -8013768.500000 Penalty: 5300.083984
	Iteration 80F: 3 clusters Score -8013768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42369 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -8013762.000000 Penalty: 5300.083984
	Iteration 81Q: 3 clusters Score -8013762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42375 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -8013768.000000 Penalty: 5300.083984
	Iteration 82Q: 3 clusters Score -8013768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42379 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -8013773.500000 Penalty: 5300.083984
	Iteration 83Q: 3 clusters Score -8013774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42386 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -8013768.500000 Penalty: 5300.083984
	Iteration 84Q: 3 clusters Score -8013768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42393 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -8013764.500000 Penalty: 5300.083984
	Iteration 85Q: 3 clusters Score -8013764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -8013774.500000 Penalty: 5300.083984
	Iteration 86Q: 3 clusters Score -8013774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42405 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -8013775.000000 Penalty: 5300.083984
	Iteration 87Q: 3 clusters Score -8013775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42412 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -8013765.500000 Penalty: 5300.083984
	Iteration 88Q: 3 clusters Score -8013766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42419 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -8013761.500000 Penalty: 5300.083984
	Iteration 89Q: 3 clusters Score -8013762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42428 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -8013761.000000 Penalty: 5300.083984
	Iteration 90Q: 3 clusters Score -8013761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42438 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -8013766.000000 Penalty: 5300.083984
	Iteration 91Q: 3 clusters Score -8013766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42443 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -8013764.500000 Penalty: 5300.083984
	Iteration 92Q: 3 clusters Score -8013764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -8013773.000000 Penalty: 5300.083984
	Iteration 93Q: 3 clusters Score -8013773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -8013771.000000 Penalty: 5300.083984
	Iteration 94Q: 3 clusters Score -8013771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -8013770.500000 Penalty: 5300.083984
	Iteration 95Q: 3 clusters Score -8013770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -8013770.500000 Penalty: 5300.083984
	Iteration 96F: 3 clusters Score -8013770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -118011.171875 Penalty: 1682.825806
	Iteration 0F: 2 clusters Score -118011.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -116213.289062 Penalty: 3365.651611
	Iteration 0F: 3 clusters Score -116213.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -116707.195312 Penalty: 3365.651611
	Iteration 1F: 3 clusters Score -116707.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -117002.226562 Penalty: 3365.651611
	Iteration 2F: 3 clusters Score -117002.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -117156.062500 Penalty: 3365.651611
	Iteration 3F: 3 clusters Score -117156.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -117286.500000 Penalty: 3365.651611
	Iteration 4Q: 3 clusters Score -117286.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -117415.375000 Penalty: 3365.651611
	Iteration 5Q: 3 clusters Score -117415.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -117583.031250 Penalty: 3365.651611
	Iteration 6Q: 3 clusters Score -117583 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -117719.914062 Penalty: 3365.651611
	Iteration 7Q: 3 clusters Score -117719.9 nChanged 28
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: -117834.632812 Penalty: 3365.651611
	Iteration 8Q: 3 clusters Score -117834.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -117902.648438 Penalty: 3365.651611
	Iteration 9Q: 3 clusters Score -117902.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -117992.031250 Penalty: 3365.651611
	Iteration 10Q: 3 clusters Score -117992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -118067.007812 Penalty: 3365.651611
	Iteration 11Q: 3 clusters Score -118067 nChanged 15
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: -118091.085938 Penalty: 3365.651611
	Iteration 12Q: 3 clusters Score -118091.1 nChanged 6
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: -118102.531250 Penalty: 3365.651611
	Iteration 13Q: 3 clusters Score -118102.5 nChanged 5
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: -118108.039062 Penalty: 3365.651611
	Iteration 14Q: 3 clusters Score -118108 nChanged 2
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: -118110.500000 Penalty: 3365.651611
	Iteration 15Q: 3 clusters Score -118110.5 nChanged 4
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: -118115.585938 Penalty: 3365.651611
	Iteration 16Q: 3 clusters Score -118115.6 nChanged 3
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: -118120.335938 Penalty: 3365.651611
	Iteration 17Q: 3 clusters Score -118120.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -118126.234375 Penalty: 3365.651611
	Iteration 18Q: 3 clusters Score -118126.2 nChanged 1
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: -118127.226562 Penalty: 3365.651611
	Iteration 19Q: 3 clusters Score -118127.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -118130.562500 Penalty: 3365.651611
	Iteration 20F: 3 clusters Score -118130.6 nChanged 2
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: -118140.320312 Penalty: 3365.651611
	Iteration 21Q: 3 clusters Score -118140.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -118165.890625 Penalty: 3365.651611
	Iteration 22Q: 3 clusters Score -118165.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -118179.953125 Penalty: 3365.651611
	Iteration 23Q: 3 clusters Score -118180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -118204.398438 Penalty: 3365.651611
	Iteration 24Q: 3 clusters Score -118204.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -118221.875000 Penalty: 3365.651611
	Iteration 25Q: 3 clusters Score -118221.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -118241.023438 Penalty: 3365.651611
	Iteration 26Q: 3 clusters Score -118241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -118248.554688 Penalty: 3365.651611
	Iteration 27Q: 3 clusters Score -118248.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -118254.960938 Penalty: 3365.651611
	Iteration 28Q: 3 clusters Score -118255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -118254.960938 Penalty: 3365.651611
	Iteration 29F: 3 clusters Score -118255 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50110 members 
Mstep: Class 2 contains 52072 members 
Mstep: Class 3 contains 20875 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43724 members 
Mstep: Class 6 contains 400 members 
Mstep: Class 7 contains 44167 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 485 members 
Mstep: Class 12 contains 44264 members 
Mstep: Class 13 contains 2235 members 
Mstep: Class 14 contains 53520 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 16 contains 641 members 
Mstep: Class 17 contains 43716 members 
Mstep: Class 18 contains 45317 members 
Mstep: Class 19 contains 24237 members 
Mstep: Class 20 contains 47069 members 
Mstep: Class 21 contains 46684 members 
Mstep: Class 22 contains 45754 members 
Mstep: Class 23 contains 47510 members 
Mstep: Class 24 contains 1543 members 
Entering Unmasked Estep 
Score: -111215832.000000 Penalty: 79364.328125
Splitting cluster 6 changes total score from -111217360.000000 to -111215832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (44167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44167 members 
Entering Unmasked Estep 
Score: -8079584.000000 Penalty: 2652.541748
	Iteration 0F: 2 clusters Score -8079584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -8050569.000000 Penalty: 5305.083496
	Iteration 0F: 3 clusters Score -8050569 nChanged 20375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -8061757.000000 Penalty: 5305.083496
	Iteration 1F: 3 clusters Score -8061757 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -8062252.500000 Penalty: 5305.083496
	Iteration 2Q: 3 clusters Score -8062252 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -8062746.000000 Penalty: 5305.083496
	Iteration 3Q: 3 clusters Score -8062746 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -8063396.000000 Penalty: 5305.083496
	Iteration 4Q: 3 clusters Score -8063396 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -8064304.000000 Penalty: 5305.083496
	Iteration 5Q: 3 clusters Score -8064304 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -8065511.000000 Penalty: 5305.083496
	Iteration 6F: 3 clusters Score -8065511 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -8067073.000000 Penalty: 5305.083496
	Iteration 7F: 3 clusters Score -8067073 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -8068900.500000 Penalty: 5305.083496
	Iteration 8F: 3 clusters Score -8068900 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28598 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -8071271.000000 Penalty: 5305.083496
	Iteration 9F: 3 clusters Score -8071271 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -8073571.500000 Penalty: 5305.083496
	Iteration 10F: 3 clusters Score -8073572 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -8074928.000000 Penalty: 5305.083496
	Iteration 11Q: 3 clusters Score -8074928 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -8075681.000000 Penalty: 5305.083496
	Iteration 12Q: 3 clusters Score -8075681 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -8076052.500000 Penalty: 5305.083496
	Iteration 13Q: 3 clusters Score -8076052 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -8076325.500000 Penalty: 5305.083496
	Iteration 14Q: 3 clusters Score -8076326 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -8076492.500000 Penalty: 5305.083496
	Iteration 15Q: 3 clusters Score -8076492 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33594 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -8076648.000000 Penalty: 5305.083496
	Iteration 16Q: 3 clusters Score -8076648 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -8076740.500000 Penalty: 5305.083496
	Iteration 17Q: 3 clusters Score -8076740 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -8076868.000000 Penalty: 5305.083496
	Iteration 18Q: 3 clusters Score -8076868 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -8076952.500000 Penalty: 5305.083496
	Iteration 19Q: 3 clusters Score -8076952 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -8077015.000000 Penalty: 5305.083496
	Iteration 20F: 3 clusters Score -8077015 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -8077102.500000 Penalty: 5305.083496
	Iteration 21Q: 3 clusters Score -8077102 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -8077174.000000 Penalty: 5305.083496
	Iteration 22Q: 3 clusters Score -8077174 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -8077239.000000 Penalty: 5305.083496
	Iteration 23Q: 3 clusters Score -8077239 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -8077335.000000 Penalty: 5305.083496
	Iteration 24Q: 3 clusters Score -8077335 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36596 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -8077365.000000 Penalty: 5305.083496
	Iteration 25Q: 3 clusters Score -8077365 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -8077434.000000 Penalty: 5305.083496
	Iteration 26Q: 3 clusters Score -8077434 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -8077483.500000 Penalty: 5305.083496
	Iteration 27Q: 3 clusters Score -8077484 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37400 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -8077541.500000 Penalty: 5305.083496
	Iteration 28Q: 3 clusters Score -8077542 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37665 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -8077594.000000 Penalty: 5305.083496
	Iteration 29Q: 3 clusters Score -8077594 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37911 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -8077621.500000 Penalty: 5305.083496
	Iteration 30Q: 3 clusters Score -8077622 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -8077680.000000 Penalty: 5305.083496
	Iteration 31Q: 3 clusters Score -8077680 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38361 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -8077744.500000 Penalty: 5305.083496
	Iteration 32Q: 3 clusters Score -8077744 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -8077759.000000 Penalty: 5305.083496
	Iteration 33Q: 3 clusters Score -8077759 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38752 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -8077820.000000 Penalty: 5305.083496
	Iteration 34Q: 3 clusters Score -8077820 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -8077843.500000 Penalty: 5305.083496
	Iteration 35Q: 3 clusters Score -8077844 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -8077887.000000 Penalty: 5305.083496
	Iteration 36Q: 3 clusters Score -8077887 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -8077916.500000 Penalty: 5305.083496
	Iteration 37Q: 3 clusters Score -8077916 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39359 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -8077933.000000 Penalty: 5305.083496
	Iteration 38Q: 3 clusters Score -8077933 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -8077941.000000 Penalty: 5305.083496
	Iteration 39Q: 3 clusters Score -8077941 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39622 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -8077958.500000 Penalty: 5305.083496
	Iteration 40F: 3 clusters Score -8077958 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -8077989.000000 Penalty: 5305.083496
	Iteration 41Q: 3 clusters Score -8077989 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -8078005.000000 Penalty: 5305.083496
	Iteration 42Q: 3 clusters Score -8078005 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -8078007.000000 Penalty: 5305.083496
	Iteration 43Q: 3 clusters Score -8078007 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -8078029.500000 Penalty: 5305.083496
	Iteration 44Q: 3 clusters Score -8078030 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -8078046.000000 Penalty: 5305.083496
	Iteration 45Q: 3 clusters Score -8078046 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -8078064.000000 Penalty: 5305.083496
	Iteration 46Q: 3 clusters Score -8078064 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -8078080.000000 Penalty: 5305.083496
	Iteration 47Q: 3 clusters Score -8078080 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -8078105.500000 Penalty: 5305.083496
	Iteration 48Q: 3 clusters Score -8078106 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40451 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -8078105.000000 Penalty: 5305.083496
	Iteration 49Q: 3 clusters Score -8078105 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -8078095.500000 Penalty: 5305.083496
	Iteration 50Q: 3 clusters Score -8078096 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -8078121.000000 Penalty: 5305.083496
	Iteration 51Q: 3 clusters Score -8078121 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -8078131.500000 Penalty: 5305.083496
	Iteration 52Q: 3 clusters Score -8078132 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40738 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -8078135.000000 Penalty: 5305.083496
	Iteration 53Q: 3 clusters Score -8078135 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -8078133.000000 Penalty: 5305.083496
	Iteration 54Q: 3 clusters Score -8078133 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40819 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -8078149.000000 Penalty: 5305.083496
	Iteration 55Q: 3 clusters Score -8078149 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -8078142.000000 Penalty: 5305.083496
	Iteration 56Q: 3 clusters Score -8078142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40870 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -8078136.000000 Penalty: 5305.083496
	Iteration 57Q: 3 clusters Score -8078136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40897 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -8078148.500000 Penalty: 5305.083496
	Iteration 58Q: 3 clusters Score -8078148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -8078140.500000 Penalty: 5305.083496
	Iteration 59Q: 3 clusters Score -8078140 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40945 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -8078129.500000 Penalty: 5305.083496
	Iteration 60F: 3 clusters Score -8078130 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -8078123.000000 Penalty: 5305.083496
	Iteration 61Q: 3 clusters Score -8078123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40986 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -8078128.500000 Penalty: 5305.083496
	Iteration 62Q: 3 clusters Score -8078128 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -8078124.500000 Penalty: 5305.083496
	Iteration 63Q: 3 clusters Score -8078124 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -8078129.000000 Penalty: 5305.083496
	Iteration 64Q: 3 clusters Score -8078129 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -8078133.000000 Penalty: 5305.083496
	Iteration 65Q: 3 clusters Score -8078133 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41101 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -8078146.500000 Penalty: 5305.083496
	Iteration 66Q: 3 clusters Score -8078146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41129 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -8078148.000000 Penalty: 5305.083496
	Iteration 67Q: 3 clusters Score -8078148 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -8078161.000000 Penalty: 5305.083496
	Iteration 68Q: 3 clusters Score -8078161 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -8078163.000000 Penalty: 5305.083496
	Iteration 69Q: 3 clusters Score -8078163 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41246 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -8078166.000000 Penalty: 5305.083496
	Iteration 70Q: 3 clusters Score -8078166 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -8078174.000000 Penalty: 5305.083496
	Iteration 71Q: 3 clusters Score -8078174 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -8078177.000000 Penalty: 5305.083496
	Iteration 72Q: 3 clusters Score -8078177 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -8078182.500000 Penalty: 5305.083496
	Iteration 73Q: 3 clusters Score -8078182 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41414 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -8078182.000000 Penalty: 5305.083496
	Iteration 74Q: 3 clusters Score -8078182 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -8078180.000000 Penalty: 5305.083496
	Iteration 75Q: 3 clusters Score -8078180 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -8078189.500000 Penalty: 5305.083496
	Iteration 76Q: 3 clusters Score -8078190 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41501 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -8078179.500000 Penalty: 5305.083496
	Iteration 77Q: 3 clusters Score -8078180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41522 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -8078194.000000 Penalty: 5305.083496
	Iteration 78Q: 3 clusters Score -8078194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -8078199.000000 Penalty: 5305.083496
	Iteration 79Q: 3 clusters Score -8078199 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -8078198.000000 Penalty: 5305.083496
	Iteration 80F: 3 clusters Score -8078198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -8078210.000000 Penalty: 5305.083496
	Iteration 81Q: 3 clusters Score -8078210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -8078206.500000 Penalty: 5305.083496
	Iteration 82Q: 3 clusters Score -8078206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -8078203.500000 Penalty: 5305.083496
	Iteration 83Q: 3 clusters Score -8078204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -8078202.000000 Penalty: 5305.083496
	Iteration 84Q: 3 clusters Score -8078202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -8078201.500000 Penalty: 5305.083496
	Iteration 85Q: 3 clusters Score -8078202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -8078196.500000 Penalty: 5305.083496
	Iteration 86Q: 3 clusters Score -8078196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41638 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -8078200.000000 Penalty: 5305.083496
	Iteration 87Q: 3 clusters Score -8078200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41645 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -8078195.500000 Penalty: 5305.083496
	Iteration 88Q: 3 clusters Score -8078196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -8078196.000000 Penalty: 5305.083496
	Iteration 89Q: 3 clusters Score -8078196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -8078195.000000 Penalty: 5305.083496
	Iteration 90Q: 3 clusters Score -8078195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -8078199.500000 Penalty: 5305.083496
	Iteration 91Q: 3 clusters Score -8078200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -8078196.000000 Penalty: 5305.083496
	Iteration 92Q: 3 clusters Score -8078196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -8078191.500000 Penalty: 5305.083496
	Iteration 93Q: 3 clusters Score -8078192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -8078191.500000 Penalty: 5305.083496
	Iteration 94Q: 3 clusters Score -8078192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -8078187.000000 Penalty: 5305.083496
	Iteration 95Q: 3 clusters Score -8078187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -8078188.000000 Penalty: 5305.083496
	Iteration 96Q: 3 clusters Score -8078188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -8078183.000000 Penalty: 5305.083496
	Iteration 97Q: 3 clusters Score -8078183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -8078179.500000 Penalty: 5305.083496
	Iteration 98Q: 3 clusters Score -8078180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41713 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -8078180.500000 Penalty: 5305.083496
	Iteration 99Q: 3 clusters Score -8078180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41723 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -8078193.500000 Penalty: 5305.083496
	Iteration 100F: 3 clusters Score -8078194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41731 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -8078187.500000 Penalty: 5305.083496
	Iteration 101Q: 3 clusters Score -8078188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41740 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -8078190.500000 Penalty: 5305.083496
	Iteration 102Q: 3 clusters Score -8078190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -8078196.500000 Penalty: 5305.083496
	Iteration 103Q: 3 clusters Score -8078196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41758 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -8078195.500000 Penalty: 5305.083496
	Iteration 104Q: 3 clusters Score -8078196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -8078208.000000 Penalty: 5305.083496
	Iteration 105Q: 3 clusters Score -8078208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -8078198.500000 Penalty: 5305.083496
	Iteration 106Q: 3 clusters Score -8078198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -8078196.500000 Penalty: 5305.083496
	Iteration 107Q: 3 clusters Score -8078196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -8078203.500000 Penalty: 5305.083496
	Iteration 108Q: 3 clusters Score -8078204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41803 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -8078212.500000 Penalty: 5305.083496
	Iteration 109Q: 3 clusters Score -8078212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -8078205.500000 Penalty: 5305.083496
	Iteration 110Q: 3 clusters Score -8078206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -8078209.000000 Penalty: 5305.083496
	Iteration 111Q: 3 clusters Score -8078209 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -8078213.000000 Penalty: 5305.083496
	Iteration 112Q: 3 clusters Score -8078213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -8078210.500000 Penalty: 5305.083496
	Iteration 113Q: 3 clusters Score -8078210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -8078202.000000 Penalty: 5305.083496
	Iteration 114Q: 3 clusters Score -8078202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -8078206.000000 Penalty: 5305.083496
	Iteration 115Q: 3 clusters Score -8078206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41854 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -8078201.500000 Penalty: 5305.083496
	Iteration 116Q: 3 clusters Score -8078202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -8078200.500000 Penalty: 5305.083496
	Iteration 117Q: 3 clusters Score -8078200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41862 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -8078205.000000 Penalty: 5305.083496
	Iteration 118Q: 3 clusters Score -8078205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -8078195.000000 Penalty: 5305.083496
	Iteration 119Q: 3 clusters Score -8078195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -8078195.000000 Penalty: 5305.083496
	Iteration 120F: 3 clusters Score -8078195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -8078200.000000 Penalty: 5305.083496
	Iteration 121Q: 3 clusters Score -8078200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -8078202.000000 Penalty: 5305.083496
	Iteration 122Q: 3 clusters Score -8078202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -8078206.000000 Penalty: 5305.083496
	Iteration 123Q: 3 clusters Score -8078206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -8078206.000000 Penalty: 5305.083496
	Iteration 124F: 3 clusters Score -8078206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Entering Unmasked Estep 
Score: -67483.445312 Penalty: 1589.723389
	Iteration 0F: 2 clusters Score -67483.45 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 307 members 
Entering Unmasked Estep 
Score: -65970.539062 Penalty: 3179.446777
	Iteration 0F: 3 clusters Score -65970.54 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -66394.140625 Penalty: 3179.446777
	Iteration 1F: 3 clusters Score -66394.14 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -66505.851562 Penalty: 3179.446777
	Iteration 2F: 3 clusters Score -66505.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -66570.585938 Penalty: 3179.446777
	Iteration 3Q: 3 clusters Score -66570.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -66617.945312 Penalty: 3179.446777
	Iteration 4Q: 3 clusters Score -66617.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -66667.937500 Penalty: 3179.446777
	Iteration 5Q: 3 clusters Score -66667.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -66696.765625 Penalty: 3179.446777
	Iteration 6Q: 3 clusters Score -66696.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -66730.320312 Penalty: 3179.446777
	Iteration 7Q: 3 clusters Score -66730.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -66757.984375 Penalty: 3179.446777
	Iteration 8Q: 3 clusters Score -66757.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -66766.445312 Penalty: 3179.446777
	Iteration 9Q: 3 clusters Score -66766.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -66788.296875 Penalty: 3179.446777
	Iteration 10Q: 3 clusters Score -66788.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -66797.960938 Penalty: 3179.446777
	Iteration 11Q: 3 clusters Score -66797.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -66803.695312 Penalty: 3179.446777
	Iteration 12Q: 3 clusters Score -66803.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -66808.835938 Penalty: 3179.446777
	Iteration 13Q: 3 clusters Score -66808.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -66813.453125 Penalty: 3179.446777
	Iteration 14Q: 3 clusters Score -66813.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -66816.101562 Penalty: 3179.446777
	Iteration 15Q: 3 clusters Score -66816.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -66816.101562 Penalty: 3179.446777
	Iteration 16F: 3 clusters Score -66816.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Entering Unmasked Estep 
Score: -153891.890625 Penalty: 1712.875244
	Iteration 0F: 2 clusters Score -153891.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -151957.296875 Penalty: 3425.750488
	Iteration 0F: 3 clusters Score -151957.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -152333.718750 Penalty: 3425.750488
	Iteration 1F: 3 clusters Score -152333.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -152460.828125 Penalty: 3425.750488
	Iteration 2F: 3 clusters Score -152460.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -152558.203125 Penalty: 3425.750488
	Iteration 3Q: 3 clusters Score -152558.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -152644.500000 Penalty: 3425.750488
	Iteration 4Q: 3 clusters Score -152644.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -152716.375000 Penalty: 3425.750488
	Iteration 5Q: 3 clusters Score -152716.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -152776.281250 Penalty: 3425.750488
	Iteration 6Q: 3 clusters Score -152776.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -152816.656250 Penalty: 3425.750488
	Iteration 7Q: 3 clusters Score -152816.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -152858.421875 Penalty: 3425.750488
	Iteration 8Q: 3 clusters Score -152858.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -152874.968750 Penalty: 3425.750488
	Iteration 9Q: 3 clusters Score -152875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -152883.796875 Penalty: 3425.750488
	Iteration 10Q: 3 clusters Score -152883.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -152894.625000 Penalty: 3425.750488
	Iteration 11Q: 3 clusters Score -152894.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -152899.968750 Penalty: 3425.750488
	Iteration 12Q: 3 clusters Score -152900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -152904.109375 Penalty: 3425.750488
	Iteration 13Q: 3 clusters Score -152904.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -152905.906250 Penalty: 3425.750488
	Iteration 14Q: 3 clusters Score -152905.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -152909.796875 Penalty: 3425.750488
	Iteration 15Q: 3 clusters Score -152909.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -152913.187500 Penalty: 3425.750488
	Iteration 16Q: 3 clusters Score -152913.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -152917.500000 Penalty: 3425.750488
	Iteration 17Q: 3 clusters Score -152917.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -152920.234375 Penalty: 3425.750488
	Iteration 18Q: 3 clusters Score -152920.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -152926.781250 Penalty: 3425.750488
	Iteration 19Q: 3 clusters Score -152926.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -152936.578125 Penalty: 3425.750488
	Iteration 20F: 3 clusters Score -152936.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -152940.906250 Penalty: 3425.750488
	Iteration 21Q: 3 clusters Score -152940.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -152955.218750 Penalty: 3425.750488
	Iteration 22Q: 3 clusters Score -152955.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -152966.453125 Penalty: 3425.750488
	Iteration 23Q: 3 clusters Score -152966.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -152975.843750 Penalty: 3425.750488
	Iteration 24Q: 3 clusters Score -152975.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -152978.109375 Penalty: 3425.750488
	Iteration 25Q: 3 clusters Score -152978.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -152978.109375 Penalty: 3425.750488
	Iteration 26F: 3 clusters Score -152978.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -94951.515625 Penalty: 1583.109619
	Iteration 0F: 2 clusters Score -94951.52 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 323 members 
Entering Unmasked Estep 
Score: -93416.937500 Penalty: 3166.219238
	Iteration 0F: 3 clusters Score -93416.94 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -93760.039062 Penalty: 3166.219238
	Iteration 1F: 3 clusters Score -93760.04 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -93975.210938 Penalty: 3166.219238
	Iteration 2F: 3 clusters Score -93975.21 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -94222.710938 Penalty: 3166.219238
	Iteration 3F: 3 clusters Score -94222.71 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -94430.765625 Penalty: 3166.219238
	Iteration 4F: 3 clusters Score -94430.77 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -94654.414062 Penalty: 3166.219238
	Iteration 5Q: 3 clusters Score -94654.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -94769.132812 Penalty: 3166.219238
	Iteration 6Q: 3 clusters Score -94769.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -94828.406250 Penalty: 3166.219238
	Iteration 7Q: 3 clusters Score -94828.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -94877.320312 Penalty: 3166.219238
	Iteration 8Q: 3 clusters Score -94877.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -94889.937500 Penalty: 3166.219238
	Iteration 9Q: 3 clusters Score -94889.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -94894.914062 Penalty: 3166.219238
	Iteration 10Q: 3 clusters Score -94894.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -94899.742188 Penalty: 3166.219238
	Iteration 11F: 3 clusters Score -94899.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -94905.226562 Penalty: 3166.219238
	Iteration 12Q: 3 clusters Score -94905.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -94915.500000 Penalty: 3166.219238
	Iteration 13Q: 3 clusters Score -94915.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -94928.203125 Penalty: 3166.219238
	Iteration 14Q: 3 clusters Score -94928.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -94976.695312 Penalty: 3166.219238
	Iteration 15Q: 3 clusters Score -94976.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -94989.726562 Penalty: 3166.219238
	Iteration 16Q: 3 clusters Score -94989.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -94995.562500 Penalty: 3166.219238
	Iteration 17Q: 3 clusters Score -94995.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -95003.476562 Penalty: 3166.219238
	Iteration 18Q: 3 clusters Score -95003.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -95003.476562 Penalty: 3166.219238
	Iteration 19F: 3 clusters Score -95003.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50110 members 
Mstep: Class 2 contains 52072 members 
Mstep: Class 3 contains 20875 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43724 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 44167 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 336 members 
Mstep: Class 11 contains 256 members 
Mstep: Class 12 contains 44264 members 
Mstep: Class 13 contains 2235 members 
Mstep: Class 14 contains 53520 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 16 contains 641 members 
Mstep: Class 17 contains 43716 members 
Mstep: Class 18 contains 45317 members 
Mstep: Class 19 contains 24237 members 
Mstep: Class 20 contains 47069 members 
Mstep: Class 21 contains 46684 members 
Mstep: Class 22 contains 45754 members 
Mstep: Class 23 contains 47510 members 
Mstep: Class 24 contains 1543 members 
Entering Unmasked Estep 
Score: -111215624.000000 Penalty: 79364.328125
Splitting cluster 10 changes total score from -111217360.000000 to -111215624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (44264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44264 members 
Entering Unmasked Estep 
Score: -8093719.500000 Penalty: 2653.085938
	Iteration 0F: 2 clusters Score -8093720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -8064672.500000 Penalty: 5306.171875
	Iteration 0F: 3 clusters Score -8064672 nChanged 20316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -8076183.000000 Penalty: 5306.171875
	Iteration 1F: 3 clusters Score -8076183 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -8077328.000000 Penalty: 5306.171875
	Iteration 2F: 3 clusters Score -8077328 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -8079082.000000 Penalty: 5306.171875
	Iteration 3F: 3 clusters Score -8079082 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 28728 members 
Entering Unmasked Estep 
Score: -8081469.500000 Penalty: 5306.171875
	Iteration 4F: 3 clusters Score -8081470 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
Score: -8084384.000000 Penalty: 5306.171875
	Iteration 5F: 3 clusters Score -8084384 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -8087265.000000 Penalty: 5306.171875
	Iteration 6F: 3 clusters Score -8087265 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 35589 members 
Entering Unmasked Estep 
Score: -8089646.500000 Penalty: 5306.171875
	Iteration 7F: 3 clusters Score -8089646 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -8091012.000000 Penalty: 5306.171875
	Iteration 8Q: 3 clusters Score -8091012 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 37403 members 
Entering Unmasked Estep 
Score: -8091569.000000 Penalty: 5306.171875
	Iteration 9Q: 3 clusters Score -8091569 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -8091878.000000 Penalty: 5306.171875
	Iteration 10Q: 3 clusters Score -8091878 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 38337 members 
Entering Unmasked Estep 
Score: -8092040.000000 Penalty: 5306.171875
	Iteration 11Q: 3 clusters Score -8092040 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 38698 members 
Entering Unmasked Estep 
Score: -8092168.000000 Penalty: 5306.171875
	Iteration 12Q: 3 clusters Score -8092168 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 39028 members 
Entering Unmasked Estep 
Score: -8092314.500000 Penalty: 5306.171875
	Iteration 13Q: 3 clusters Score -8092314 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -8092417.000000 Penalty: 5306.171875
	Iteration 14Q: 3 clusters Score -8092417 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 39588 members 
Entering Unmasked Estep 
Score: -8092473.500000 Penalty: 5306.171875
	Iteration 15Q: 3 clusters Score -8092474 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
Score: -8092543.000000 Penalty: 5306.171875
	Iteration 16Q: 3 clusters Score -8092543 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 40061 members 
Entering Unmasked Estep 
Score: -8092614.500000 Penalty: 5306.171875
	Iteration 17Q: 3 clusters Score -8092614 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -8092668.000000 Penalty: 5306.171875
	Iteration 18Q: 3 clusters Score -8092668 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -8092693.000000 Penalty: 5306.171875
	Iteration 19Q: 3 clusters Score -8092693 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -8092710.500000 Penalty: 5306.171875
	Iteration 20F: 3 clusters Score -8092710 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -8092708.000000 Penalty: 5306.171875
	Iteration 21Q: 3 clusters Score -8092708 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -8092742.500000 Penalty: 5306.171875
	Iteration 22Q: 3 clusters Score -8092742 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -8092765.000000 Penalty: 5306.171875
	Iteration 23Q: 3 clusters Score -8092765 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -8092772.000000 Penalty: 5306.171875
	Iteration 24Q: 3 clusters Score -8092772 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -8092770.500000 Penalty: 5306.171875
	Iteration 25Q: 3 clusters Score -8092770 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 41132 members 
Entering Unmasked Estep 
Score: -8092783.000000 Penalty: 5306.171875
	Iteration 26Q: 3 clusters Score -8092783 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 41186 members 
Entering Unmasked Estep 
Score: -8092786.000000 Penalty: 5306.171875
	Iteration 27Q: 3 clusters Score -8092786 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 41234 members 
Entering Unmasked Estep 
Score: -8092790.500000 Penalty: 5306.171875
	Iteration 28Q: 3 clusters Score -8092790 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 41275 members 
Entering Unmasked Estep 
Score: -8092794.000000 Penalty: 5306.171875
	Iteration 29Q: 3 clusters Score -8092794 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -8092802.500000 Penalty: 5306.171875
	Iteration 30Q: 3 clusters Score -8092802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 41325 members 
Entering Unmasked Estep 
Score: -8092803.000000 Penalty: 5306.171875
	Iteration 31Q: 3 clusters Score -8092803 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -8092803.500000 Penalty: 5306.171875
	Iteration 32Q: 3 clusters Score -8092804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 41370 members 
Entering Unmasked Estep 
Score: -8092814.000000 Penalty: 5306.171875
	Iteration 33Q: 3 clusters Score -8092814 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -8092820.000000 Penalty: 5306.171875
	Iteration 34Q: 3 clusters Score -8092820 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -8092822.500000 Penalty: 5306.171875
	Iteration 35Q: 3 clusters Score -8092822 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
Score: -8092813.500000 Penalty: 5306.171875
	Iteration 36Q: 3 clusters Score -8092814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -8092815.000000 Penalty: 5306.171875
	Iteration 37Q: 3 clusters Score -8092815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -8092829.000000 Penalty: 5306.171875
	Iteration 38Q: 3 clusters Score -8092829 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 41505 members 
Entering Unmasked Estep 
Score: -8092820.500000 Penalty: 5306.171875
	Iteration 39Q: 3 clusters Score -8092820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 41519 members 
Entering Unmasked Estep 
Score: -8092823.500000 Penalty: 5306.171875
	Iteration 40F: 3 clusters Score -8092824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 41529 members 
Entering Unmasked Estep 
Score: -8092822.500000 Penalty: 5306.171875
	Iteration 41Q: 3 clusters Score -8092822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -8092830.500000 Penalty: 5306.171875
	Iteration 42Q: 3 clusters Score -8092830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 41550 members 
Entering Unmasked Estep 
Score: -8092821.000000 Penalty: 5306.171875
	Iteration 43Q: 3 clusters Score -8092821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -8092823.000000 Penalty: 5306.171875
	Iteration 44Q: 3 clusters Score -8092823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -8092819.500000 Penalty: 5306.171875
	Iteration 45Q: 3 clusters Score -8092820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -8092823.000000 Penalty: 5306.171875
	Iteration 46Q: 3 clusters Score -8092823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
Score: -8092828.000000 Penalty: 5306.171875
	Iteration 47Q: 3 clusters Score -8092828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -8092824.500000 Penalty: 5306.171875
	Iteration 48Q: 3 clusters Score -8092824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 41571 members 
Entering Unmasked Estep 
Score: -8092822.000000 Penalty: 5306.171875
	Iteration 49Q: 3 clusters Score -8092822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -8092823.500000 Penalty: 5306.171875
	Iteration 50Q: 3 clusters Score -8092824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -8092820.500000 Penalty: 5306.171875
	Iteration 51Q: 3 clusters Score -8092820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -8092821.000000 Penalty: 5306.171875
	Iteration 52Q: 3 clusters Score -8092821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -8092820.000000 Penalty: 5306.171875
	Iteration 53Q: 3 clusters Score -8092820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 41581 members 
Entering Unmasked Estep 
Score: -8092823.000000 Penalty: 5306.171875
	Iteration 54Q: 3 clusters Score -8092823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -8092820.500000 Penalty: 5306.171875
	Iteration 55Q: 3 clusters Score -8092820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -8092820.500000 Penalty: 5306.171875
	Iteration 56F: 3 clusters Score -8092820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Entering Unmasked Estep 
Score: -379321.812500 Penalty: 1912.575195
	Iteration 0F: 2 clusters Score -379321.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -376555.875000 Penalty: 3825.150391
	Iteration 0F: 3 clusters Score -376555.9 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -377082.750000 Penalty: 3825.150391
	Iteration 1F: 3 clusters Score -377082.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -377234.593750 Penalty: 3825.150391
	Iteration 2F: 3 clusters Score -377234.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -377319.562500 Penalty: 3825.150391
	Iteration 3Q: 3 clusters Score -377319.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -377383.625000 Penalty: 3825.150391
	Iteration 4Q: 3 clusters Score -377383.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -377425.093750 Penalty: 3825.150391
	Iteration 5Q: 3 clusters Score -377425.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -377465.562500 Penalty: 3825.150391
	Iteration 6Q: 3 clusters Score -377465.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -377510.031250 Penalty: 3825.150391
	Iteration 7Q: 3 clusters Score -377510 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -377543.531250 Penalty: 3825.150391
	Iteration 8Q: 3 clusters Score -377543.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -377582.656250 Penalty: 3825.150391
	Iteration 9Q: 3 clusters Score -377582.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -377608.875000 Penalty: 3825.150391
	Iteration 10Q: 3 clusters Score -377608.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -377639.125000 Penalty: 3825.150391
	Iteration 11Q: 3 clusters Score -377639.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -377669.281250 Penalty: 3825.150391
	Iteration 12Q: 3 clusters Score -377669.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -377694.687500 Penalty: 3825.150391
	Iteration 13Q: 3 clusters Score -377694.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -377721.312500 Penalty: 3825.150391
	Iteration 14Q: 3 clusters Score -377721.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -377741.468750 Penalty: 3825.150391
	Iteration 15Q: 3 clusters Score -377741.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -377751.718750 Penalty: 3825.150391
	Iteration 16Q: 3 clusters Score -377751.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -377759.968750 Penalty: 3825.150391
	Iteration 17Q: 3 clusters Score -377760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -377767.093750 Penalty: 3825.150391
	Iteration 18Q: 3 clusters Score -377767.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -377779.125000 Penalty: 3825.150391
	Iteration 19Q: 3 clusters Score -377779.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -377797.312500 Penalty: 3825.150391
	Iteration 20F: 3 clusters Score -377797.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -377812.687500 Penalty: 3825.150391
	Iteration 21Q: 3 clusters Score -377812.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -377818.843750 Penalty: 3825.150391
	Iteration 22Q: 3 clusters Score -377818.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -377822.062500 Penalty: 3825.150391
	Iteration 23Q: 3 clusters Score -377822.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -377826.968750 Penalty: 3825.150391
	Iteration 24Q: 3 clusters Score -377827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -377833.125000 Penalty: 3825.150391
	Iteration 25Q: 3 clusters Score -377833.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -377837.625000 Penalty: 3825.150391
	Iteration 26Q: 3 clusters Score -377837.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -377842.125000 Penalty: 3825.150391
	Iteration 27Q: 3 clusters Score -377842.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -377849.062500 Penalty: 3825.150391
	Iteration 28Q: 3 clusters Score -377849.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -377852.468750 Penalty: 3825.150391
	Iteration 29Q: 3 clusters Score -377852.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -377854.781250 Penalty: 3825.150391
	Iteration 30Q: 3 clusters Score -377854.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -377856.468750 Penalty: 3825.150391
	Iteration 31Q: 3 clusters Score -377856.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -377859.593750 Penalty: 3825.150391
	Iteration 32Q: 3 clusters Score -377859.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -377861.437500 Penalty: 3825.150391
	Iteration 33Q: 3 clusters Score -377861.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -377866.281250 Penalty: 3825.150391
	Iteration 34Q: 3 clusters Score -377866.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -377873.750000 Penalty: 3825.150391
	Iteration 35Q: 3 clusters Score -377873.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -377880.562500 Penalty: 3825.150391
	Iteration 36Q: 3 clusters Score -377880.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -377885.187500 Penalty: 3825.150391
	Iteration 37Q: 3 clusters Score -377885.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -377889.500000 Penalty: 3825.150391
	Iteration 38Q: 3 clusters Score -377889.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -377893.031250 Penalty: 3825.150391
	Iteration 39Q: 3 clusters Score -377893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -377897.843750 Penalty: 3825.150391
	Iteration 40F: 3 clusters Score -377897.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -377905.562500 Penalty: 3825.150391
	Iteration 41Q: 3 clusters Score -377905.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -377908.500000 Penalty: 3825.150391
	Iteration 42Q: 3 clusters Score -377908.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -377915.937500 Penalty: 3825.150391
	Iteration 43Q: 3 clusters Score -377915.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -377922.343750 Penalty: 3825.150391
	Iteration 44Q: 3 clusters Score -377922.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -377925.843750 Penalty: 3825.150391
	Iteration 45Q: 3 clusters Score -377925.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -377926.656250 Penalty: 3825.150391
	Iteration 46Q: 3 clusters Score -377926.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -377929.750000 Penalty: 3825.150391
	Iteration 47Q: 3 clusters Score -377929.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -377935.437500 Penalty: 3825.150391
	Iteration 48Q: 3 clusters Score -377935.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -377940.500000 Penalty: 3825.150391
	Iteration 49Q: 3 clusters Score -377940.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -377945.343750 Penalty: 3825.150391
	Iteration 50Q: 3 clusters Score -377945.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -377949.312500 Penalty: 3825.150391
	Iteration 51Q: 3 clusters Score -377949.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -377955.437500 Penalty: 3825.150391
	Iteration 52Q: 3 clusters Score -377955.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -377959.031250 Penalty: 3825.150391
	Iteration 53Q: 3 clusters Score -377959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -377960.281250 Penalty: 3825.150391
	Iteration 54Q: 3 clusters Score -377960.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -377962.593750 Penalty: 3825.150391
	Iteration 55Q: 3 clusters Score -377962.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -377965.468750 Penalty: 3825.150391
	Iteration 56Q: 3 clusters Score -377965.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -377967.281250 Penalty: 3825.150391
	Iteration 57Q: 3 clusters Score -377967.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -377968.218750 Penalty: 3825.150391
	Iteration 58Q: 3 clusters Score -377968.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -377968.218750 Penalty: 3825.150391
	Iteration 59F: 3 clusters Score -377968.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (53520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53520 members 
Entering Unmasked Estep 
Score: -9692804.000000 Penalty: 2700.177002
	Iteration 0F: 2 clusters Score -9692804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -9658492.000000 Penalty: 5400.354004
	Iteration 0F: 3 clusters Score -9658492 nChanged 24954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -9672322.000000 Penalty: 5400.354004
	Iteration 1F: 3 clusters Score -9672322 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -9672882.000000 Penalty: 5400.354004
	Iteration 2Q: 3 clusters Score -9672882 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -9673519.000000 Penalty: 5400.354004
	Iteration 3Q: 3 clusters Score -9673519 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -9674260.000000 Penalty: 5400.354004
	Iteration 4Q: 3 clusters Score -9674260 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29322 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -9675308.000000 Penalty: 5400.354004
	Iteration 5Q: 3 clusters Score -9675308 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -9676726.000000 Penalty: 5400.354004
	Iteration 6F: 3 clusters Score -9676726 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32157 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -9678682.000000 Penalty: 5400.354004
	Iteration 7F: 3 clusters Score -9678682 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -9681358.000000 Penalty: 5400.354004
	Iteration 8F: 3 clusters Score -9681358 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -9684577.000000 Penalty: 5400.354004
	Iteration 9F: 3 clusters Score -9684577 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -9687303.000000 Penalty: 5400.354004
	Iteration 10F: 3 clusters Score -9687303 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -9688772.000000 Penalty: 5400.354004
	Iteration 11Q: 3 clusters Score -9688772 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -9689462.000000 Penalty: 5400.354004
	Iteration 12Q: 3 clusters Score -9689462 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -9689914.000000 Penalty: 5400.354004
	Iteration 13Q: 3 clusters Score -9689914 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -9690284.000000 Penalty: 5400.354004
	Iteration 14Q: 3 clusters Score -9690284 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -9690507.000000 Penalty: 5400.354004
	Iteration 15Q: 3 clusters Score -9690507 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -9690726.000000 Penalty: 5400.354004
	Iteration 16Q: 3 clusters Score -9690726 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42341 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -9690944.000000 Penalty: 5400.354004
	Iteration 17Q: 3 clusters Score -9690944 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42865 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -9691119.000000 Penalty: 5400.354004
	Iteration 18Q: 3 clusters Score -9691119 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -9691269.000000 Penalty: 5400.354004
	Iteration 19Q: 3 clusters Score -9691269 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43872 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -9691397.000000 Penalty: 5400.354004
	Iteration 20F: 3 clusters Score -9691397 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44374 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -9691449.000000 Penalty: 5400.354004
	Iteration 21Q: 3 clusters Score -9691449 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44893 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -9691601.000000 Penalty: 5400.354004
	Iteration 22Q: 3 clusters Score -9691601 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -9691645.000000 Penalty: 5400.354004
	Iteration 23Q: 3 clusters Score -9691645 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45890 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -9691704.000000 Penalty: 5400.354004
	Iteration 24Q: 3 clusters Score -9691704 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46352 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -9691727.000000 Penalty: 5400.354004
	Iteration 25Q: 3 clusters Score -9691727 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46765 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -9691732.000000 Penalty: 5400.354004
	Iteration 26Q: 3 clusters Score -9691732 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47163 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -9691647.000000 Penalty: 5400.354004
	Iteration 27Q: 3 clusters Score -9691647 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47556 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -9691644.000000 Penalty: 5400.354004
	Iteration 28Q: 3 clusters Score -9691644 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47905 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -9691608.000000 Penalty: 5400.354004
	Iteration 29Q: 3 clusters Score -9691608 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48236 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -9691629.000000 Penalty: 5400.354004
	Iteration 30Q: 3 clusters Score -9691629 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48540 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -9691598.000000 Penalty: 5400.354004
	Iteration 31Q: 3 clusters Score -9691598 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48803 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -9691583.000000 Penalty: 5400.354004
	Iteration 32Q: 3 clusters Score -9691583 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49061 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -9691581.000000 Penalty: 5400.354004
	Iteration 33Q: 3 clusters Score -9691581 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49303 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -9691510.000000 Penalty: 5400.354004
	Iteration 34Q: 3 clusters Score -9691510 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49543 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -9691492.000000 Penalty: 5400.354004
	Iteration 35Q: 3 clusters Score -9691492 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49776 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -9691450.000000 Penalty: 5400.354004
	Iteration 36Q: 3 clusters Score -9691450 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49987 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -9691446.000000 Penalty: 5400.354004
	Iteration 37Q: 3 clusters Score -9691446 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50178 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -9691424.000000 Penalty: 5400.354004
	Iteration 38Q: 3 clusters Score -9691424 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50366 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -9691427.000000 Penalty: 5400.354004
	Iteration 39Q: 3 clusters Score -9691427 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50527 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -9691409.000000 Penalty: 5400.354004
	Iteration 40F: 3 clusters Score -9691409 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50691 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -9691399.000000 Penalty: 5400.354004
	Iteration 41Q: 3 clusters Score -9691399 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50818 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -9691353.000000 Penalty: 5400.354004
	Iteration 42Q: 3 clusters Score -9691353 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50930 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -9691327.000000 Penalty: 5400.354004
	Iteration 43Q: 3 clusters Score -9691327 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51039 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -9691325.000000 Penalty: 5400.354004
	Iteration 44Q: 3 clusters Score -9691325 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51143 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -9691305.000000 Penalty: 5400.354004
	Iteration 45Q: 3 clusters Score -9691305 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51236 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -9691290.000000 Penalty: 5400.354004
	Iteration 46Q: 3 clusters Score -9691290 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51330 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -9691280.000000 Penalty: 5400.354004
	Iteration 47Q: 3 clusters Score -9691280 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51417 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -9691243.000000 Penalty: 5400.354004
	Iteration 48Q: 3 clusters Score -9691243 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51490 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -9691219.000000 Penalty: 5400.354004
	Iteration 49Q: 3 clusters Score -9691219 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51540 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -9691170.000000 Penalty: 5400.354004
	Iteration 50Q: 3 clusters Score -9691170 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51576 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -9691156.000000 Penalty: 5400.354004
	Iteration 51Q: 3 clusters Score -9691156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51602 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -9691150.000000 Penalty: 5400.354004
	Iteration 52Q: 3 clusters Score -9691150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51637 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -9691141.000000 Penalty: 5400.354004
	Iteration 53Q: 3 clusters Score -9691141 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51668 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -9691128.000000 Penalty: 5400.354004
	Iteration 54Q: 3 clusters Score -9691128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51697 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -9691143.000000 Penalty: 5400.354004
	Iteration 55Q: 3 clusters Score -9691143 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51723 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -9691134.000000 Penalty: 5400.354004
	Iteration 56Q: 3 clusters Score -9691134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51747 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -9691118.000000 Penalty: 5400.354004
	Iteration 57Q: 3 clusters Score -9691118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51766 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -9691110.000000 Penalty: 5400.354004
	Iteration 58Q: 3 clusters Score -9691110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51789 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -9691089.000000 Penalty: 5400.354004
	Iteration 59Q: 3 clusters Score -9691089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51805 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -9691092.000000 Penalty: 5400.354004
	Iteration 60F: 3 clusters Score -9691092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51816 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -9691089.000000 Penalty: 5400.354004
	Iteration 61Q: 3 clusters Score -9691089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51826 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -9691082.000000 Penalty: 5400.354004
	Iteration 62Q: 3 clusters Score -9691082 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51834 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -9691082.000000 Penalty: 5400.354004
	Iteration 63Q: 3 clusters Score -9691082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51844 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -9691086.000000 Penalty: 5400.354004
	Iteration 64Q: 3 clusters Score -9691086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51851 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -9691086.000000 Penalty: 5400.354004
	Iteration 65Q: 3 clusters Score -9691086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51862 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -9691091.000000 Penalty: 5400.354004
	Iteration 66Q: 3 clusters Score -9691091 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51873 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -9691084.000000 Penalty: 5400.354004
	Iteration 67Q: 3 clusters Score -9691084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51883 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -9691075.000000 Penalty: 5400.354004
	Iteration 68Q: 3 clusters Score -9691075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51890 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -9691086.000000 Penalty: 5400.354004
	Iteration 69Q: 3 clusters Score -9691086 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51901 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -9691080.000000 Penalty: 5400.354004
	Iteration 70Q: 3 clusters Score -9691080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51913 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -9691085.000000 Penalty: 5400.354004
	Iteration 71Q: 3 clusters Score -9691085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51923 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -9691088.000000 Penalty: 5400.354004
	Iteration 72Q: 3 clusters Score -9691088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51938 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -9691084.000000 Penalty: 5400.354004
	Iteration 73Q: 3 clusters Score -9691084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51951 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -9691089.000000 Penalty: 5400.354004
	Iteration 74Q: 3 clusters Score -9691089 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51970 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -9691088.000000 Penalty: 5400.354004
	Iteration 75Q: 3 clusters Score -9691088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51989 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -9691078.000000 Penalty: 5400.354004
	Iteration 76Q: 3 clusters Score -9691078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52004 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -9691076.000000 Penalty: 5400.354004
	Iteration 77Q: 3 clusters Score -9691076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52024 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -9691069.000000 Penalty: 5400.354004
	Iteration 78Q: 3 clusters Score -9691069 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52049 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -9691081.000000 Penalty: 5400.354004
	Iteration 79Q: 3 clusters Score -9691081 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52067 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -9691066.000000 Penalty: 5400.354004
	Iteration 80F: 3 clusters Score -9691066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52083 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -9691061.000000 Penalty: 5400.354004
	Iteration 81Q: 3 clusters Score -9691061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52100 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -9691054.000000 Penalty: 5400.354004
	Iteration 82Q: 3 clusters Score -9691054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52116 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -9691059.000000 Penalty: 5400.354004
	Iteration 83Q: 3 clusters Score -9691059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52130 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -9691062.000000 Penalty: 5400.354004
	Iteration 84Q: 3 clusters Score -9691062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52140 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -9691062.000000 Penalty: 5400.354004
	Iteration 85Q: 3 clusters Score -9691062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52148 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -9691067.000000 Penalty: 5400.354004
	Iteration 86Q: 3 clusters Score -9691067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52154 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -9691070.000000 Penalty: 5400.354004
	Iteration 87Q: 3 clusters Score -9691070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52160 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -9691076.000000 Penalty: 5400.354004
	Iteration 88Q: 3 clusters Score -9691076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52165 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -9691064.000000 Penalty: 5400.354004
	Iteration 89Q: 3 clusters Score -9691064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52172 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -9691061.000000 Penalty: 5400.354004
	Iteration 90Q: 3 clusters Score -9691061 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52180 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -9691044.000000 Penalty: 5400.354004
	Iteration 91Q: 3 clusters Score -9691044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52185 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -9691040.000000 Penalty: 5400.354004
	Iteration 92Q: 3 clusters Score -9691040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52188 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -9691041.000000 Penalty: 5400.354004
	Iteration 93Q: 3 clusters Score -9691041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52190 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -9691041.000000 Penalty: 5400.354004
	Iteration 94Q: 3 clusters Score -9691041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52191 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -9691041.000000 Penalty: 5400.354004
	Iteration 95Q: 3 clusters Score -9691041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52193 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -9691038.000000 Penalty: 5400.354004
	Iteration 96Q: 3 clusters Score -9691038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52195 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -9691034.000000 Penalty: 5400.354004
	Iteration 97Q: 3 clusters Score -9691034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52196 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -9691034.000000 Penalty: 5400.354004
	Iteration 98Q: 3 clusters Score -9691034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52196 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -9691034.000000 Penalty: 5400.354004
	Iteration 99F: 3 clusters Score -9691034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -160024.843750 Penalty: 1699.093872
	Iteration 0F: 2 clusters Score -160024.8 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 501 members 
Entering Unmasked Estep 
Score: -158197.515625 Penalty: 3398.187744
	Iteration 0F: 3 clusters Score -158197.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -158694.171875 Penalty: 3398.187744
	Iteration 1F: 3 clusters Score -158694.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -158928.046875 Penalty: 3398.187744
	Iteration 2F: 3 clusters Score -158928 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -159188.031250 Penalty: 3398.187744
	Iteration 3F: 3 clusters Score -159188 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -159314.609375 Penalty: 3398.187744
	Iteration 4F: 3 clusters Score -159314.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -159383.078125 Penalty: 3398.187744
	Iteration 5Q: 3 clusters Score -159383.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -159427.359375 Penalty: 3398.187744
	Iteration 6Q: 3 clusters Score -159427.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -159445.500000 Penalty: 3398.187744
	Iteration 7Q: 3 clusters Score -159445.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -159455.875000 Penalty: 3398.187744
	Iteration 8Q: 3 clusters Score -159455.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -159459.062500 Penalty: 3398.187744
	Iteration 9Q: 3 clusters Score -159459.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -159468.015625 Penalty: 3398.187744
	Iteration 10Q: 3 clusters Score -159468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -159495.234375 Penalty: 3398.187744
	Iteration 11Q: 3 clusters Score -159495.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -159504.265625 Penalty: 3398.187744
	Iteration 12Q: 3 clusters Score -159504.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -159505.343750 Penalty: 3398.187744
	Iteration 13Q: 3 clusters Score -159505.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -159506.296875 Penalty: 3398.187744
	Iteration 14Q: 3 clusters Score -159506.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -159508.453125 Penalty: 3398.187744
	Iteration 15Q: 3 clusters Score -159508.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -159510.265625 Penalty: 3398.187744
	Iteration 16Q: 3 clusters Score -159510.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -159511.234375 Penalty: 3398.187744
	Iteration 17Q: 3 clusters Score -159511.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -159511.234375 Penalty: 3398.187744
	Iteration 18F: 3 clusters Score -159511.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Entering Unmasked Estep 
Score: -110626.664062 Penalty: 1602.831299
	Iteration 0F: 2 clusters Score -110626.7 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 332 members 
Entering Unmasked Estep 
Score: -108993.367188 Penalty: 3205.662598
	Iteration 0F: 3 clusters Score -108993.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -109184.710938 Penalty: 3205.662598
	Iteration 1F: 3 clusters Score -109184.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -109250.328125 Penalty: 3205.662598
	Iteration 2Q: 3 clusters Score -109250.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -109297.445312 Penalty: 3205.662598
	Iteration 3Q: 3 clusters Score -109297.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -109333.062500 Penalty: 3205.662598
	Iteration 4Q: 3 clusters Score -109333.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -109354.007812 Penalty: 3205.662598
	Iteration 5Q: 3 clusters Score -109354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -109369.671875 Penalty: 3205.662598
	Iteration 6Q: 3 clusters Score -109369.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -109381.671875 Penalty: 3205.662598
	Iteration 7Q: 3 clusters Score -109381.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -109396.851562 Penalty: 3205.662598
	Iteration 8Q: 3 clusters Score -109396.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -109398.664062 Penalty: 3205.662598
	Iteration 9Q: 3 clusters Score -109398.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -109398.664062 Penalty: 3205.662598
	Iteration 10F: 3 clusters Score -109398.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43716 members 
Entering Unmasked Estep 
Score: -8023291.000000 Penalty: 2649.996582
	Iteration 0F: 2 clusters Score -8023291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -7995189.000000 Penalty: 5299.993164
	Iteration 0F: 3 clusters Score -7995189 nChanged 20095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -8006600.000000 Penalty: 5299.993164
	Iteration 1F: 3 clusters Score -8006600 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 21732 members 
Entering Unmasked Estep 
Score: -8007779.000000 Penalty: 5299.993164
	Iteration 2F: 3 clusters Score -8007779 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -8009176.000000 Penalty: 5299.993164
	Iteration 3F: 3 clusters Score -8009176 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -8010717.000000 Penalty: 5299.993164
	Iteration 4F: 3 clusters Score -8010717 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -8012437.500000 Penalty: 5299.993164
	Iteration 5F: 3 clusters Score -8012438 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -8014263.500000 Penalty: 5299.993164
	Iteration 6F: 3 clusters Score -8014264 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -8016199.500000 Penalty: 5299.993164
	Iteration 7F: 3 clusters Score -8016200 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 27513 members 
Entering Unmasked Estep 
Score: -8018211.000000 Penalty: 5299.993164
	Iteration 8F: 3 clusters Score -8018211 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -8019555.500000 Penalty: 5299.993164
	Iteration 9Q: 3 clusters Score -8019556 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -8020190.000000 Penalty: 5299.993164
	Iteration 10Q: 3 clusters Score -8020190 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -8020558.500000 Penalty: 5299.993164
	Iteration 11Q: 3 clusters Score -8020558 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -8020813.500000 Penalty: 5299.993164
	Iteration 12Q: 3 clusters Score -8020814 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -8021068.000000 Penalty: 5299.993164
	Iteration 13Q: 3 clusters Score -8021068 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -8021308.500000 Penalty: 5299.993164
	Iteration 14Q: 3 clusters Score -8021308 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -8021526.000000 Penalty: 5299.993164
	Iteration 15Q: 3 clusters Score -8021526 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -8021670.000000 Penalty: 5299.993164
	Iteration 16Q: 3 clusters Score -8021670 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -8021845.500000 Penalty: 5299.993164
	Iteration 17Q: 3 clusters Score -8021846 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -8021988.500000 Penalty: 5299.993164
	Iteration 18Q: 3 clusters Score -8021988 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
Score: -8022205.500000 Penalty: 5299.993164
	Iteration 19Q: 3 clusters Score -8022206 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -8022291.000000 Penalty: 5299.993164
	Iteration 20F: 3 clusters Score -8022291 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -8022426.500000 Penalty: 5299.993164
	Iteration 21Q: 3 clusters Score -8022426 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -8022554.500000 Penalty: 5299.993164
	Iteration 22Q: 3 clusters Score -8022554 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 37726 members 
Entering Unmasked Estep 
Score: -8022647.500000 Penalty: 5299.993164
	Iteration 23Q: 3 clusters Score -8022648 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 38112 members 
Entering Unmasked Estep 
Score: -8022727.000000 Penalty: 5299.993164
	Iteration 24Q: 3 clusters Score -8022727 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -8022751.000000 Penalty: 5299.993164
	Iteration 25Q: 3 clusters Score -8022751 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -8022816.500000 Penalty: 5299.993164
	Iteration 26Q: 3 clusters Score -8022816 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -8022809.000000 Penalty: 5299.993164
	Iteration 27Q: 3 clusters Score -8022809 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 39255 members 
Entering Unmasked Estep 
Score: -8022832.500000 Penalty: 5299.993164
	Iteration 28Q: 3 clusters Score -8022832 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -8022872.000000 Penalty: 5299.993164
	Iteration 29Q: 3 clusters Score -8022872 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 39640 members 
Entering Unmasked Estep 
Score: -8022884.000000 Penalty: 5299.993164
	Iteration 30Q: 3 clusters Score -8022884 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -8022858.500000 Penalty: 5299.993164
	Iteration 31Q: 3 clusters Score -8022858 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 39938 members 
Entering Unmasked Estep 
Score: -8022856.500000 Penalty: 5299.993164
	Iteration 32Q: 3 clusters Score -8022856 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 40063 members 
Entering Unmasked Estep 
Score: -8022852.500000 Penalty: 5299.993164
	Iteration 33Q: 3 clusters Score -8022852 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -8022848.000000 Penalty: 5299.993164
	Iteration 34Q: 3 clusters Score -8022848 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -8022850.500000 Penalty: 5299.993164
	Iteration 35Q: 3 clusters Score -8022850 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 40359 members 
Entering Unmasked Estep 
Score: -8022862.500000 Penalty: 5299.993164
	Iteration 36Q: 3 clusters Score -8022862 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -8022857.000000 Penalty: 5299.993164
	Iteration 37Q: 3 clusters Score -8022857 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -8022845.500000 Penalty: 5299.993164
	Iteration 38Q: 3 clusters Score -8022846 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 40585 members 
Entering Unmasked Estep 
Score: -8022866.000000 Penalty: 5299.993164
	Iteration 39Q: 3 clusters Score -8022866 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
Score: -8022893.500000 Penalty: 5299.993164
	Iteration 40F: 3 clusters Score -8022894 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
Score: -8022903.000000 Penalty: 5299.993164
	Iteration 41Q: 3 clusters Score -8022903 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -8022878.500000 Penalty: 5299.993164
	Iteration 42Q: 3 clusters Score -8022878 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 40829 members 
Entering Unmasked Estep 
Score: -8022883.500000 Penalty: 5299.993164
	Iteration 43Q: 3 clusters Score -8022884 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 40886 members 
Entering Unmasked Estep 
Score: -8022899.000000 Penalty: 5299.993164
	Iteration 44Q: 3 clusters Score -8022899 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -8022912.500000 Penalty: 5299.993164
	Iteration 45Q: 3 clusters Score -8022912 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -8022878.000000 Penalty: 5299.993164
	Iteration 46Q: 3 clusters Score -8022878 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 41018 members 
Entering Unmasked Estep 
Score: -8022883.000000 Penalty: 5299.993164
	Iteration 47Q: 3 clusters Score -8022883 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -8022874.500000 Penalty: 5299.993164
	Iteration 48Q: 3 clusters Score -8022874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -8022879.500000 Penalty: 5299.993164
	Iteration 49Q: 3 clusters Score -8022880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 41087 members 
Entering Unmasked Estep 
Score: -8022862.500000 Penalty: 5299.993164
	Iteration 50Q: 3 clusters Score -8022862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 41109 members 
Entering Unmasked Estep 
Score: -8022867.500000 Penalty: 5299.993164
	Iteration 51Q: 3 clusters Score -8022868 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 41130 members 
Entering Unmasked Estep 
Score: -8022850.000000 Penalty: 5299.993164
	Iteration 52Q: 3 clusters Score -8022850 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 41152 members 
Entering Unmasked Estep 
Score: -8022844.500000 Penalty: 5299.993164
	Iteration 53Q: 3 clusters Score -8022844 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 41176 members 
Entering Unmasked Estep 
Score: -8022837.000000 Penalty: 5299.993164
	Iteration 54Q: 3 clusters Score -8022837 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 41193 members 
Entering Unmasked Estep 
Score: -8022818.500000 Penalty: 5299.993164
	Iteration 55Q: 3 clusters Score -8022818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 41209 members 
Entering Unmasked Estep 
Score: -8022833.000000 Penalty: 5299.993164
	Iteration 56Q: 3 clusters Score -8022833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 41220 members 
Entering Unmasked Estep 
Score: -8022820.000000 Penalty: 5299.993164
	Iteration 57Q: 3 clusters Score -8022820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -8022828.000000 Penalty: 5299.993164
	Iteration 58Q: 3 clusters Score -8022828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 41245 members 
Entering Unmasked Estep 
Score: -8022828.500000 Penalty: 5299.993164
	Iteration 59Q: 3 clusters Score -8022828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 41255 members 
Entering Unmasked Estep 
Score: -8022820.000000 Penalty: 5299.993164
	Iteration 60F: 3 clusters Score -8022820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -8022815.000000 Penalty: 5299.993164
	Iteration 61Q: 3 clusters Score -8022815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 41271 members 
Entering Unmasked Estep 
Score: -8022819.000000 Penalty: 5299.993164
	Iteration 62Q: 3 clusters Score -8022819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 41283 members 
Entering Unmasked Estep 
Score: -8022822.000000 Penalty: 5299.993164
	Iteration 63Q: 3 clusters Score -8022822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 41298 members 
Entering Unmasked Estep 
Score: -8022817.500000 Penalty: 5299.993164
	Iteration 64Q: 3 clusters Score -8022818 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -8022805.500000 Penalty: 5299.993164
	Iteration 65Q: 3 clusters Score -8022806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 41336 members 
Entering Unmasked Estep 
Score: -8022802.000000 Penalty: 5299.993164
	Iteration 66Q: 3 clusters Score -8022802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -8022798.500000 Penalty: 5299.993164
	Iteration 67Q: 3 clusters Score -8022798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 41365 members 
Entering Unmasked Estep 
Score: -8022808.500000 Penalty: 5299.993164
	Iteration 68Q: 3 clusters Score -8022808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 41379 members 
Entering Unmasked Estep 
Score: -8022807.000000 Penalty: 5299.993164
	Iteration 69Q: 3 clusters Score -8022807 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 41394 members 
Entering Unmasked Estep 
Score: -8022813.000000 Penalty: 5299.993164
	Iteration 70Q: 3 clusters Score -8022813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 41406 members 
Entering Unmasked Estep 
Score: -8022809.500000 Penalty: 5299.993164
	Iteration 71Q: 3 clusters Score -8022810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -8022820.000000 Penalty: 5299.993164
	Iteration 72Q: 3 clusters Score -8022820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -8022806.500000 Penalty: 5299.993164
	Iteration 73Q: 3 clusters Score -8022806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 41454 members 
Entering Unmasked Estep 
Score: -8022807.000000 Penalty: 5299.993164
	Iteration 74Q: 3 clusters Score -8022807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 41467 members 
Entering Unmasked Estep 
Score: -8022810.000000 Penalty: 5299.993164
	Iteration 75Q: 3 clusters Score -8022810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 41472 members 
Entering Unmasked Estep 
Score: -8022813.500000 Penalty: 5299.993164
	Iteration 76Q: 3 clusters Score -8022814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 41480 members 
Entering Unmasked Estep 
Score: -8022818.500000 Penalty: 5299.993164
	Iteration 77Q: 3 clusters Score -8022818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 41485 members 
Entering Unmasked Estep 
Score: -8022818.500000 Penalty: 5299.993164
	Iteration 78Q: 3 clusters Score -8022818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -8022816.500000 Penalty: 5299.993164
	Iteration 79Q: 3 clusters Score -8022816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -8022808.000000 Penalty: 5299.993164
	Iteration 80F: 3 clusters Score -8022808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 41495 members 
Entering Unmasked Estep 
Score: -8022813.500000 Penalty: 5299.993164
	Iteration 81Q: 3 clusters Score -8022814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -8022815.500000 Penalty: 5299.993164
	Iteration 82Q: 3 clusters Score -8022816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 41507 members 
Entering Unmasked Estep 
Score: -8022810.500000 Penalty: 5299.993164
	Iteration 83Q: 3 clusters Score -8022810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -8022806.500000 Penalty: 5299.993164
	Iteration 84Q: 3 clusters Score -8022806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -8022812.000000 Penalty: 5299.993164
	Iteration 85Q: 3 clusters Score -8022812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 41525 members 
Entering Unmasked Estep 
Score: -8022809.500000 Penalty: 5299.993164
	Iteration 86Q: 3 clusters Score -8022810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 41531 members 
Entering Unmasked Estep 
Score: -8022804.000000 Penalty: 5299.993164
	Iteration 87Q: 3 clusters Score -8022804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -8022803.000000 Penalty: 5299.993164
	Iteration 88Q: 3 clusters Score -8022803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -8022796.000000 Penalty: 5299.993164
	Iteration 89Q: 3 clusters Score -8022796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -8022791.000000 Penalty: 5299.993164
	Iteration 90Q: 3 clusters Score -8022791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -8022797.500000 Penalty: 5299.993164
	Iteration 91Q: 3 clusters Score -8022798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -8022798.500000 Penalty: 5299.993164
	Iteration 92Q: 3 clusters Score -8022798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 41590 members 
Entering Unmasked Estep 
Score: -8022784.500000 Penalty: 5299.993164
	Iteration 93Q: 3 clusters Score -8022784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -8022786.000000 Penalty: 5299.993164
	Iteration 94Q: 3 clusters Score -8022786 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
Score: -8022789.500000 Penalty: 5299.993164
	Iteration 95Q: 3 clusters Score -8022790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -8022787.000000 Penalty: 5299.993164
	Iteration 96Q: 3 clusters Score -8022787 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -8022793.000000 Penalty: 5299.993164
	Iteration 97Q: 3 clusters Score -8022793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -8022785.500000 Penalty: 5299.993164
	Iteration 98Q: 3 clusters Score -8022786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 41666 members 
Entering Unmasked Estep 
Score: -8022788.000000 Penalty: 5299.993164
	Iteration 99Q: 3 clusters Score -8022788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -8022781.000000 Penalty: 5299.993164
	Iteration 100F: 3 clusters Score -8022781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 41678 members 
Entering Unmasked Estep 
Score: -8022783.000000 Penalty: 5299.993164
	Iteration 101Q: 3 clusters Score -8022783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -8022779.000000 Penalty: 5299.993164
	Iteration 102Q: 3 clusters Score -8022779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 41689 members 
Entering Unmasked Estep 
Score: -8022784.000000 Penalty: 5299.993164
	Iteration 103Q: 3 clusters Score -8022784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 41696 members 
Entering Unmasked Estep 
Score: -8022787.500000 Penalty: 5299.993164
	Iteration 104Q: 3 clusters Score -8022788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 41698 members 
Entering Unmasked Estep 
Score: -8022792.000000 Penalty: 5299.993164
	Iteration 105Q: 3 clusters Score -8022792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 41702 members 
Entering Unmasked Estep 
Score: -8022792.000000 Penalty: 5299.993164
	Iteration 106Q: 3 clusters Score -8022792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -8022785.500000 Penalty: 5299.993164
	Iteration 107Q: 3 clusters Score -8022786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -8022789.500000 Penalty: 5299.993164
	Iteration 108Q: 3 clusters Score -8022790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 41709 members 
Entering Unmasked Estep 
Score: -8022787.000000 Penalty: 5299.993164
	Iteration 109Q: 3 clusters Score -8022787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 41713 members 
Entering Unmasked Estep 
Score: -8022775.500000 Penalty: 5299.993164
	Iteration 110Q: 3 clusters Score -8022776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 41716 members 
Entering Unmasked Estep 
Score: -8022774.000000 Penalty: 5299.993164
	Iteration 111Q: 3 clusters Score -8022774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -8022773.000000 Penalty: 5299.993164
	Iteration 112Q: 3 clusters Score -8022773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 41722 members 
Entering Unmasked Estep 
Score: -8022770.000000 Penalty: 5299.993164
	Iteration 113Q: 3 clusters Score -8022770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -8022775.000000 Penalty: 5299.993164
	Iteration 114Q: 3 clusters Score -8022775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 41725 members 
Entering Unmasked Estep 
Score: -8022774.500000 Penalty: 5299.993164
	Iteration 115Q: 3 clusters Score -8022774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 41726 members 
Entering Unmasked Estep 
Score: -8022768.500000 Penalty: 5299.993164
	Iteration 116Q: 3 clusters Score -8022768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 41727 members 
Entering Unmasked Estep 
Score: -8022767.500000 Penalty: 5299.993164
	Iteration 117Q: 3 clusters Score -8022768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 41729 members 
Entering Unmasked Estep 
Score: -8022768.000000 Penalty: 5299.993164
	Iteration 118Q: 3 clusters Score -8022768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 41733 members 
Entering Unmasked Estep 
Score: -8022772.000000 Penalty: 5299.993164
	Iteration 119Q: 3 clusters Score -8022772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -8022766.500000 Penalty: 5299.993164
	Iteration 120F: 3 clusters Score -8022766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 41741 members 
Entering Unmasked Estep 
Score: -8022765.500000 Penalty: 5299.993164
	Iteration 121Q: 3 clusters Score -8022766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -8022762.000000 Penalty: 5299.993164
	Iteration 122Q: 3 clusters Score -8022762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -8022762.000000 Penalty: 5299.993164
	Iteration 123Q: 3 clusters Score -8022762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 41749 members 
Entering Unmasked Estep 
Score: -8022761.000000 Penalty: 5299.993164
	Iteration 124Q: 3 clusters Score -8022761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 41755 members 
Entering Unmasked Estep 
Score: -8022758.000000 Penalty: 5299.993164
	Iteration 125Q: 3 clusters Score -8022758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -8022763.000000 Penalty: 5299.993164
	Iteration 126Q: 3 clusters Score -8022763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -8022756.500000 Penalty: 5299.993164
	Iteration 127Q: 3 clusters Score -8022756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 41772 members 
Entering Unmasked Estep 
Score: -8022763.000000 Penalty: 5299.993164
	Iteration 128Q: 3 clusters Score -8022763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -8022755.000000 Penalty: 5299.993164
	Iteration 129Q: 3 clusters Score -8022755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -8022750.500000 Penalty: 5299.993164
	Iteration 130Q: 3 clusters Score -8022750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -8022752.500000 Penalty: 5299.993164
	Iteration 131Q: 3 clusters Score -8022752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -8022762.000000 Penalty: 5299.993164
	Iteration 132Q: 3 clusters Score -8022762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 41806 members 
Entering Unmasked Estep 
Score: -8022753.500000 Penalty: 5299.993164
	Iteration 133Q: 3 clusters Score -8022754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 41816 members 
Entering Unmasked Estep 
Score: -8022767.000000 Penalty: 5299.993164
	Iteration 134Q: 3 clusters Score -8022767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -8022759.500000 Penalty: 5299.993164
	Iteration 135Q: 3 clusters Score -8022760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -8022768.500000 Penalty: 5299.993164
	Iteration 136Q: 3 clusters Score -8022768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -8022762.000000 Penalty: 5299.993164
	Iteration 137Q: 3 clusters Score -8022762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 41843 members 
Entering Unmasked Estep 
Score: -8022754.500000 Penalty: 5299.993164
	Iteration 138Q: 3 clusters Score -8022754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 41847 members 
Entering Unmasked Estep 
Score: -8022753.500000 Penalty: 5299.993164
	Iteration 139Q: 3 clusters Score -8022754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 41849 members 
Entering Unmasked Estep 
Score: -8022757.500000 Penalty: 5299.993164
	Iteration 140F: 3 clusters Score -8022758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 41852 members 
Entering Unmasked Estep 
Score: -8022758.500000 Penalty: 5299.993164
	Iteration 141Q: 3 clusters Score -8022758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 41858 members 
Entering Unmasked Estep 
Score: -8022749.000000 Penalty: 5299.993164
	Iteration 142Q: 3 clusters Score -8022749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -8022752.500000 Penalty: 5299.993164
	Iteration 143Q: 3 clusters Score -8022752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -8022751.500000 Penalty: 5299.993164
	Iteration 144Q: 3 clusters Score -8022752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 41868 members 
Entering Unmasked Estep 
Score: -8022743.000000 Penalty: 5299.993164
	Iteration 145Q: 3 clusters Score -8022743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -8022744.000000 Penalty: 5299.993164
	Iteration 146Q: 3 clusters Score -8022744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -8022744.000000 Penalty: 5299.993164
	Iteration 147F: 3 clusters Score -8022744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (45317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45317 members 
Entering Unmasked Estep 
Score: -8331560.500000 Penalty: 2658.916504
	Iteration 0F: 2 clusters Score -8331560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -8302562.000000 Penalty: 5317.833008
	Iteration 0F: 3 clusters Score -8302562 nChanged 20790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22439 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -8313757.000000 Penalty: 5317.833008
	Iteration 1F: 3 clusters Score -8313757 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -8314213.500000 Penalty: 5317.833008
	Iteration 2Q: 3 clusters Score -8314214 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -8314629.000000 Penalty: 5317.833008
	Iteration 3Q: 3 clusters Score -8314629 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21803 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -8315076.500000 Penalty: 5317.833008
	Iteration 4Q: 3 clusters Score -8315076 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -8315458.500000 Penalty: 5317.833008
	Iteration 5Q: 3 clusters Score -8315458 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -8315905.500000 Penalty: 5317.833008
	Iteration 6Q: 3 clusters Score -8315906 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 25509 members 
Entering Unmasked Estep 
Score: -8316519.500000 Penalty: 5317.833008
	Iteration 7Q: 3 clusters Score -8316520 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -8317368.000000 Penalty: 5317.833008
	Iteration 8Q: 3 clusters Score -8317368 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -8318594.000000 Penalty: 5317.833008
	Iteration 9F: 3 clusters Score -8318594 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 31085 members 
Entering Unmasked Estep 
Score: -8320427.500000 Penalty: 5317.833008
	Iteration 10F: 3 clusters Score -8320428 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -8322739.500000 Penalty: 5317.833008
	Iteration 11F: 3 clusters Score -8322740 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -8325166.500000 Penalty: 5317.833008
	Iteration 12F: 3 clusters Score -8325166 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 37724 members 
Entering Unmasked Estep 
Score: -8327185.000000 Penalty: 5317.833008
	Iteration 13Q: 3 clusters Score -8327185 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 38754 members 
Entering Unmasked Estep 
Score: -8328317.500000 Penalty: 5317.833008
	Iteration 14Q: 3 clusters Score -8328318 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -8328829.500000 Penalty: 5317.833008
	Iteration 15Q: 3 clusters Score -8328830 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 39913 members 
Entering Unmasked Estep 
Score: -8329130.500000 Penalty: 5317.833008
	Iteration 16Q: 3 clusters Score -8329130 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 40311 members 
Entering Unmasked Estep 
Score: -8329321.000000 Penalty: 5317.833008
	Iteration 17Q: 3 clusters Score -8329321 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 40636 members 
Entering Unmasked Estep 
Score: -8329401.000000 Penalty: 5317.833008
	Iteration 18Q: 3 clusters Score -8329401 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 40923 members 
Entering Unmasked Estep 
Score: -8329504.000000 Penalty: 5317.833008
	Iteration 19Q: 3 clusters Score -8329504 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -8329556.500000 Penalty: 5317.833008
	Iteration 20F: 3 clusters Score -8329556 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -8329604.500000 Penalty: 5317.833008
	Iteration 21Q: 3 clusters Score -8329604 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 41645 members 
Entering Unmasked Estep 
Score: -8329651.500000 Penalty: 5317.833008
	Iteration 22Q: 3 clusters Score -8329652 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 41846 members 
Entering Unmasked Estep 
Score: -8329687.000000 Penalty: 5317.833008
	Iteration 23Q: 3 clusters Score -8329687 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -8329747.000000 Penalty: 5317.833008
	Iteration 24Q: 3 clusters Score -8329747 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 42211 members 
Entering Unmasked Estep 
Score: -8329782.500000 Penalty: 5317.833008
	Iteration 25Q: 3 clusters Score -8329782 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 42368 members 
Entering Unmasked Estep 
Score: -8329809.500000 Penalty: 5317.833008
	Iteration 26Q: 3 clusters Score -8329810 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 42513 members 
Entering Unmasked Estep 
Score: -8329850.000000 Penalty: 5317.833008
	Iteration 27Q: 3 clusters Score -8329850 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 42626 members 
Entering Unmasked Estep 
Score: -8329846.000000 Penalty: 5317.833008
	Iteration 28Q: 3 clusters Score -8329846 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 42726 members 
Entering Unmasked Estep 
Score: -8329824.000000 Penalty: 5317.833008
	Iteration 29Q: 3 clusters Score -8329824 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 42819 members 
Entering Unmasked Estep 
Score: -8329823.500000 Penalty: 5317.833008
	Iteration 30Q: 3 clusters Score -8329824 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 42918 members 
Entering Unmasked Estep 
Score: -8329851.500000 Penalty: 5317.833008
	Iteration 31Q: 3 clusters Score -8329852 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -8329834.000000 Penalty: 5317.833008
	Iteration 32Q: 3 clusters Score -8329834 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 43091 members 
Entering Unmasked Estep 
Score: -8329852.000000 Penalty: 5317.833008
	Iteration 33Q: 3 clusters Score -8329852 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
Score: -8329868.000000 Penalty: 5317.833008
	Iteration 34Q: 3 clusters Score -8329868 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -8329858.000000 Penalty: 5317.833008
	Iteration 35Q: 3 clusters Score -8329858 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 43295 members 
Entering Unmasked Estep 
Score: -8329867.000000 Penalty: 5317.833008
	Iteration 36Q: 3 clusters Score -8329867 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 43346 members 
Entering Unmasked Estep 
Score: -8329855.500000 Penalty: 5317.833008
	Iteration 37Q: 3 clusters Score -8329856 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 43393 members 
Entering Unmasked Estep 
Score: -8329852.000000 Penalty: 5317.833008
	Iteration 38Q: 3 clusters Score -8329852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 43421 members 
Entering Unmasked Estep 
Score: -8329856.000000 Penalty: 5317.833008
	Iteration 39Q: 3 clusters Score -8329856 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 43446 members 
Entering Unmasked Estep 
Score: -8329846.000000 Penalty: 5317.833008
	Iteration 40F: 3 clusters Score -8329846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 43468 members 
Entering Unmasked Estep 
Score: -8329835.500000 Penalty: 5317.833008
	Iteration 41Q: 3 clusters Score -8329836 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -8329846.000000 Penalty: 5317.833008
	Iteration 42Q: 3 clusters Score -8329846 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 43521 members 
Entering Unmasked Estep 
Score: -8329850.500000 Penalty: 5317.833008
	Iteration 43Q: 3 clusters Score -8329850 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -8329853.500000 Penalty: 5317.833008
	Iteration 44Q: 3 clusters Score -8329854 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -8329863.000000 Penalty: 5317.833008
	Iteration 45Q: 3 clusters Score -8329863 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 43597 members 
Entering Unmasked Estep 
Score: -8329858.500000 Penalty: 5317.833008
	Iteration 46Q: 3 clusters Score -8329858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
Score: -8329858.500000 Penalty: 5317.833008
	Iteration 47Q: 3 clusters Score -8329858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -8329848.500000 Penalty: 5317.833008
	Iteration 48Q: 3 clusters Score -8329848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 43631 members 
Entering Unmasked Estep 
Score: -8329849.500000 Penalty: 5317.833008
	Iteration 49Q: 3 clusters Score -8329850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 43637 members 
Entering Unmasked Estep 
Score: -8329851.000000 Penalty: 5317.833008
	Iteration 50Q: 3 clusters Score -8329851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 43643 members 
Entering Unmasked Estep 
Score: -8329841.500000 Penalty: 5317.833008
	Iteration 51Q: 3 clusters Score -8329842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -8329852.000000 Penalty: 5317.833008
	Iteration 52Q: 3 clusters Score -8329852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 43654 members 
Entering Unmasked Estep 
Score: -8329847.500000 Penalty: 5317.833008
	Iteration 53Q: 3 clusters Score -8329848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -8329850.000000 Penalty: 5317.833008
	Iteration 54Q: 3 clusters Score -8329850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 43663 members 
Entering Unmasked Estep 
Score: -8329852.000000 Penalty: 5317.833008
	Iteration 55Q: 3 clusters Score -8329852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -8329843.000000 Penalty: 5317.833008
	Iteration 56Q: 3 clusters Score -8329843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 43675 members 
Entering Unmasked Estep 
Score: -8329844.000000 Penalty: 5317.833008
	Iteration 57Q: 3 clusters Score -8329844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 43679 members 
Entering Unmasked Estep 
Score: -8329837.500000 Penalty: 5317.833008
	Iteration 58Q: 3 clusters Score -8329838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 43681 members 
Entering Unmasked Estep 
Score: -8329846.000000 Penalty: 5317.833008
	Iteration 59Q: 3 clusters Score -8329846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 43686 members 
Entering Unmasked Estep 
Score: -8329843.500000 Penalty: 5317.833008
	Iteration 60F: 3 clusters Score -8329844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -8329832.000000 Penalty: 5317.833008
	Iteration 61Q: 3 clusters Score -8329832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -8329835.500000 Penalty: 5317.833008
	Iteration 62Q: 3 clusters Score -8329836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 43693 members 
Entering Unmasked Estep 
Score: -8329829.500000 Penalty: 5317.833008
	Iteration 63Q: 3 clusters Score -8329830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -8329837.000000 Penalty: 5317.833008
	Iteration 64Q: 3 clusters Score -8329837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -8329831.000000 Penalty: 5317.833008
	Iteration 65Q: 3 clusters Score -8329831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 43701 members 
Entering Unmasked Estep 
Score: -8329841.000000 Penalty: 5317.833008
	Iteration 66Q: 3 clusters Score -8329841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -8329841.500000 Penalty: 5317.833008
	Iteration 67Q: 3 clusters Score -8329842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 43709 members 
Entering Unmasked Estep 
Score: -8329835.000000 Penalty: 5317.833008
	Iteration 68Q: 3 clusters Score -8329835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 43713 members 
Entering Unmasked Estep 
Score: -8329834.500000 Penalty: 5317.833008
	Iteration 69Q: 3 clusters Score -8329834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -8329840.000000 Penalty: 5317.833008
	Iteration 70Q: 3 clusters Score -8329840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -8329836.000000 Penalty: 5317.833008
	Iteration 71Q: 3 clusters Score -8329836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -8329838.000000 Penalty: 5317.833008
	Iteration 72Q: 3 clusters Score -8329838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -8329838.500000 Penalty: 5317.833008
	Iteration 73Q: 3 clusters Score -8329838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -8329836.500000 Penalty: 5317.833008
	Iteration 74Q: 3 clusters Score -8329836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
Score: -8329829.000000 Penalty: 5317.833008
	Iteration 75Q: 3 clusters Score -8329829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -8329826.000000 Penalty: 5317.833008
	Iteration 76Q: 3 clusters Score -8329826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 43744 members 
Entering Unmasked Estep 
Score: -8329835.000000 Penalty: 5317.833008
	Iteration 77Q: 3 clusters Score -8329835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 43745 members 
Entering Unmasked Estep 
Score: -8329831.000000 Penalty: 5317.833008
	Iteration 78Q: 3 clusters Score -8329831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -8329826.500000 Penalty: 5317.833008
	Iteration 79Q: 3 clusters Score -8329826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -8329826.000000 Penalty: 5317.833008
	Iteration 80F: 3 clusters Score -8329826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (24237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Entering Unmasked Estep 
Score: -4305701.500000 Penalty: 2503.717529
	Iteration 0F: 2 clusters Score -4305702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -4288882.500000 Penalty: 5007.435059
	Iteration 0F: 3 clusters Score -4288882 nChanged 10779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -4294789.000000 Penalty: 5007.435059
	Iteration 1F: 3 clusters Score -4294789 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -4295223.500000 Penalty: 5007.435059
	Iteration 2Q: 3 clusters Score -4295224 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -4295580.000000 Penalty: 5007.435059
	Iteration 3Q: 3 clusters Score -4295580 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -4295893.500000 Penalty: 5007.435059
	Iteration 4Q: 3 clusters Score -4295894 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -4296131.500000 Penalty: 5007.435059
	Iteration 5Q: 3 clusters Score -4296132 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -4296330.500000 Penalty: 5007.435059
	Iteration 6Q: 3 clusters Score -4296330 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -4296496.000000 Penalty: 5007.435059
	Iteration 7Q: 3 clusters Score -4296496 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -4296609.000000 Penalty: 5007.435059
	Iteration 8Q: 3 clusters Score -4296609 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -4296765.000000 Penalty: 5007.435059
	Iteration 9Q: 3 clusters Score -4296765 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -4296892.000000 Penalty: 5007.435059
	Iteration 10Q: 3 clusters Score -4296892 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -4297028.000000 Penalty: 5007.435059
	Iteration 11Q: 3 clusters Score -4297028 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -4297204.000000 Penalty: 5007.435059
	Iteration 12Q: 3 clusters Score -4297204 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -4297385.000000 Penalty: 5007.435059
	Iteration 13Q: 3 clusters Score -4297385 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -4297635.000000 Penalty: 5007.435059
	Iteration 14Q: 3 clusters Score -4297635 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -4297976.000000 Penalty: 5007.435059
	Iteration 15Q: 3 clusters Score -4297976 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -4298405.500000 Penalty: 5007.435059
	Iteration 16Q: 3 clusters Score -4298406 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -4298931.500000 Penalty: 5007.435059
	Iteration 17Q: 3 clusters Score -4298932 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -4299574.500000 Penalty: 5007.435059
	Iteration 18Q: 3 clusters Score -4299574 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -4300277.500000 Penalty: 5007.435059
	Iteration 19Q: 3 clusters Score -4300278 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -4300926.000000 Penalty: 5007.435059
	Iteration 20F: 3 clusters Score -4300926 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -4301455.000000 Penalty: 5007.435059
	Iteration 21Q: 3 clusters Score -4301455 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -4301948.000000 Penalty: 5007.435059
	Iteration 22Q: 3 clusters Score -4301948 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -4302375.500000 Penalty: 5007.435059
	Iteration 23Q: 3 clusters Score -4302376 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -4302702.000000 Penalty: 5007.435059
	Iteration 24Q: 3 clusters Score -4302702 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 22194 members 
Entering Unmasked Estep 
Score: -4302985.500000 Penalty: 5007.435059
	Iteration 25Q: 3 clusters Score -4302986 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 22482 members 
Entering Unmasked Estep 
Score: -4303206.000000 Penalty: 5007.435059
	Iteration 26Q: 3 clusters Score -4303206 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -4303371.000000 Penalty: 5007.435059
	Iteration 27Q: 3 clusters Score -4303371 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -4303463.000000 Penalty: 5007.435059
	Iteration 28Q: 3 clusters Score -4303463 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -4303530.000000 Penalty: 5007.435059
	Iteration 29Q: 3 clusters Score -4303530 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -4303572.000000 Penalty: 5007.435059
	Iteration 30Q: 3 clusters Score -4303572 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 23104 members 
Entering Unmasked Estep 
Score: -4303593.000000 Penalty: 5007.435059
	Iteration 31Q: 3 clusters Score -4303593 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -4303614.500000 Penalty: 5007.435059
	Iteration 32Q: 3 clusters Score -4303614 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -4303628.500000 Penalty: 5007.435059
	Iteration 33Q: 3 clusters Score -4303628 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -4303633.500000 Penalty: 5007.435059
	Iteration 34Q: 3 clusters Score -4303634 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -4303642.500000 Penalty: 5007.435059
	Iteration 35Q: 3 clusters Score -4303642 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -4303651.500000 Penalty: 5007.435059
	Iteration 36Q: 3 clusters Score -4303652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -4303658.000000 Penalty: 5007.435059
	Iteration 37Q: 3 clusters Score -4303658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -4303660.000000 Penalty: 5007.435059
	Iteration 38Q: 3 clusters Score -4303660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -4303672.500000 Penalty: 5007.435059
	Iteration 39Q: 3 clusters Score -4303672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -4303669.000000 Penalty: 5007.435059
	Iteration 40F: 3 clusters Score -4303669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -4303668.000000 Penalty: 5007.435059
	Iteration 41Q: 3 clusters Score -4303668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -4303667.500000 Penalty: 5007.435059
	Iteration 42Q: 3 clusters Score -4303668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -4303668.500000 Penalty: 5007.435059
	Iteration 43Q: 3 clusters Score -4303668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -4303676.000000 Penalty: 5007.435059
	Iteration 44Q: 3 clusters Score -4303676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -4303675.000000 Penalty: 5007.435059
	Iteration 45Q: 3 clusters Score -4303675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -4303675.000000 Penalty: 5007.435059
	Iteration 46F: 3 clusters Score -4303675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (47069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47069 members 
Entering Unmasked Estep 
Score: -8726656.000000 Penalty: 2668.323730
	Iteration 0F: 2 clusters Score -8726656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -8697536.000000 Penalty: 5336.647461
	Iteration 0F: 3 clusters Score -8697536 nChanged 21628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -8709592.000000 Penalty: 5336.647461
	Iteration 1F: 3 clusters Score -8709592 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 23618 members 
Entering Unmasked Estep 
Score: -8710181.000000 Penalty: 5336.647461
	Iteration 2Q: 3 clusters Score -8710181 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -8710753.000000 Penalty: 5336.647461
	Iteration 3Q: 3 clusters Score -8710753 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -8711467.000000 Penalty: 5336.647461
	Iteration 4Q: 3 clusters Score -8711467 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -8712257.000000 Penalty: 5336.647461
	Iteration 5Q: 3 clusters Score -8712257 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -8713081.000000 Penalty: 5336.647461
	Iteration 6Q: 3 clusters Score -8713081 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -8714125.000000 Penalty: 5336.647461
	Iteration 7Q: 3 clusters Score -8714125 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -8715121.000000 Penalty: 5336.647461
	Iteration 8Q: 3 clusters Score -8715121 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -8716161.000000 Penalty: 5336.647461
	Iteration 9Q: 3 clusters Score -8716161 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -8717155.000000 Penalty: 5336.647461
	Iteration 10Q: 3 clusters Score -8717155 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -8718378.000000 Penalty: 5336.647461
	Iteration 11Q: 3 clusters Score -8718378 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -8719462.000000 Penalty: 5336.647461
	Iteration 12Q: 3 clusters Score -8719462 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -8720257.000000 Penalty: 5336.647461
	Iteration 13Q: 3 clusters Score -8720257 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28685 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -8720676.000000 Penalty: 5336.647461
	Iteration 14Q: 3 clusters Score -8720676 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -8720919.000000 Penalty: 5336.647461
	Iteration 15Q: 3 clusters Score -8720919 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -8721057.000000 Penalty: 5336.647461
	Iteration 16Q: 3 clusters Score -8721057 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -8721206.000000 Penalty: 5336.647461
	Iteration 17Q: 3 clusters Score -8721206 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -8721298.000000 Penalty: 5336.647461
	Iteration 18Q: 3 clusters Score -8721298 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -8721453.000000 Penalty: 5336.647461
	Iteration 19Q: 3 clusters Score -8721453 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -8721581.000000 Penalty: 5336.647461
	Iteration 20F: 3 clusters Score -8721581 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31750 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -8721715.000000 Penalty: 5336.647461
	Iteration 21Q: 3 clusters Score -8721715 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32252 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -8721887.000000 Penalty: 5336.647461
	Iteration 22Q: 3 clusters Score -8721887 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -8722046.000000 Penalty: 5336.647461
	Iteration 23Q: 3 clusters Score -8722046 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -8722187.000000 Penalty: 5336.647461
	Iteration 24Q: 3 clusters Score -8722187 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33885 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -8722330.000000 Penalty: 5336.647461
	Iteration 25Q: 3 clusters Score -8722330 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -8722564.000000 Penalty: 5336.647461
	Iteration 26Q: 3 clusters Score -8722564 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -8722810.000000 Penalty: 5336.647461
	Iteration 27Q: 3 clusters Score -8722810 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -8723082.000000 Penalty: 5336.647461
	Iteration 28Q: 3 clusters Score -8723082 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -8723389.000000 Penalty: 5336.647461
	Iteration 29Q: 3 clusters Score -8723389 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -8723617.000000 Penalty: 5336.647461
	Iteration 30Q: 3 clusters Score -8723617 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37515 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -8723846.000000 Penalty: 5336.647461
	Iteration 31Q: 3 clusters Score -8723846 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -8724048.000000 Penalty: 5336.647461
	Iteration 32Q: 3 clusters Score -8724048 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38772 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -8724253.000000 Penalty: 5336.647461
	Iteration 33Q: 3 clusters Score -8724253 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39370 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -8724421.000000 Penalty: 5336.647461
	Iteration 34Q: 3 clusters Score -8724421 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39956 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -8724637.000000 Penalty: 5336.647461
	Iteration 35Q: 3 clusters Score -8724637 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -8724809.000000 Penalty: 5336.647461
	Iteration 36Q: 3 clusters Score -8724809 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40975 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -8724910.000000 Penalty: 5336.647461
	Iteration 37Q: 3 clusters Score -8724910 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -8725001.000000 Penalty: 5336.647461
	Iteration 38Q: 3 clusters Score -8725001 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -8725072.000000 Penalty: 5336.647461
	Iteration 39Q: 3 clusters Score -8725072 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -8725123.000000 Penalty: 5336.647461
	Iteration 40F: 3 clusters Score -8725123 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -8725183.000000 Penalty: 5336.647461
	Iteration 41Q: 3 clusters Score -8725183 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42738 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -8725209.000000 Penalty: 5336.647461
	Iteration 42Q: 3 clusters Score -8725209 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -8725279.000000 Penalty: 5336.647461
	Iteration 43Q: 3 clusters Score -8725279 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43146 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -8725283.000000 Penalty: 5336.647461
	Iteration 44Q: 3 clusters Score -8725283 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43346 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -8725293.000000 Penalty: 5336.647461
	Iteration 45Q: 3 clusters Score -8725293 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43536 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -8725281.000000 Penalty: 5336.647461
	Iteration 46Q: 3 clusters Score -8725281 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43695 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -8725285.000000 Penalty: 5336.647461
	Iteration 47Q: 3 clusters Score -8725285 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43858 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -8725295.000000 Penalty: 5336.647461
	Iteration 48Q: 3 clusters Score -8725295 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44004 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -8725294.000000 Penalty: 5336.647461
	Iteration 49Q: 3 clusters Score -8725294 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -8725331.000000 Penalty: 5336.647461
	Iteration 50Q: 3 clusters Score -8725331 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44266 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -8725325.000000 Penalty: 5336.647461
	Iteration 51Q: 3 clusters Score -8725325 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44376 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -8725323.000000 Penalty: 5336.647461
	Iteration 52Q: 3 clusters Score -8725323 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44488 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -8725305.000000 Penalty: 5336.647461
	Iteration 53Q: 3 clusters Score -8725305 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44587 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -8725270.000000 Penalty: 5336.647461
	Iteration 54Q: 3 clusters Score -8725270 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44674 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -8725284.000000 Penalty: 5336.647461
	Iteration 55Q: 3 clusters Score -8725284 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -8725282.000000 Penalty: 5336.647461
	Iteration 56Q: 3 clusters Score -8725282 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -8725272.000000 Penalty: 5336.647461
	Iteration 57Q: 3 clusters Score -8725272 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44905 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -8725271.000000 Penalty: 5336.647461
	Iteration 58Q: 3 clusters Score -8725271 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44968 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -8725260.000000 Penalty: 5336.647461
	Iteration 59Q: 3 clusters Score -8725260 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -8725233.000000 Penalty: 5336.647461
	Iteration 60F: 3 clusters Score -8725233 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45078 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -8725237.000000 Penalty: 5336.647461
	Iteration 61Q: 3 clusters Score -8725237 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -8725237.000000 Penalty: 5336.647461
	Iteration 62Q: 3 clusters Score -8725237 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45164 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -8725239.000000 Penalty: 5336.647461
	Iteration 63Q: 3 clusters Score -8725239 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -8725191.000000 Penalty: 5336.647461
	Iteration 64Q: 3 clusters Score -8725191 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45242 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -8725210.000000 Penalty: 5336.647461
	Iteration 65Q: 3 clusters Score -8725210 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45279 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -8725200.000000 Penalty: 5336.647461
	Iteration 66Q: 3 clusters Score -8725200 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45315 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -8725190.000000 Penalty: 5336.647461
	Iteration 67Q: 3 clusters Score -8725190 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -8725182.000000 Penalty: 5336.647461
	Iteration 68Q: 3 clusters Score -8725182 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -8725172.000000 Penalty: 5336.647461
	Iteration 69Q: 3 clusters Score -8725172 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45397 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -8725172.000000 Penalty: 5336.647461
	Iteration 70Q: 3 clusters Score -8725172 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45422 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -8725171.000000 Penalty: 5336.647461
	Iteration 71Q: 3 clusters Score -8725171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45439 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -8725179.000000 Penalty: 5336.647461
	Iteration 72Q: 3 clusters Score -8725179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -8725170.000000 Penalty: 5336.647461
	Iteration 73Q: 3 clusters Score -8725170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45463 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -8725169.000000 Penalty: 5336.647461
	Iteration 74Q: 3 clusters Score -8725169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -8725170.000000 Penalty: 5336.647461
	Iteration 75Q: 3 clusters Score -8725170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -8725170.000000 Penalty: 5336.647461
	Iteration 76Q: 3 clusters Score -8725170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -8725166.000000 Penalty: 5336.647461
	Iteration 77Q: 3 clusters Score -8725166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45482 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -8725164.000000 Penalty: 5336.647461
	Iteration 78Q: 3 clusters Score -8725164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -8725151.000000 Penalty: 5336.647461
	Iteration 79Q: 3 clusters Score -8725151 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45489 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -8725165.000000 Penalty: 5336.647461
	Iteration 80F: 3 clusters Score -8725165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -8725162.000000 Penalty: 5336.647461
	Iteration 81Q: 3 clusters Score -8725162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -8725154.000000 Penalty: 5336.647461
	Iteration 82Q: 3 clusters Score -8725154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45507 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -8725164.000000 Penalty: 5336.647461
	Iteration 83Q: 3 clusters Score -8725164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45511 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -8725153.000000 Penalty: 5336.647461
	Iteration 84Q: 3 clusters Score -8725153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -8725157.000000 Penalty: 5336.647461
	Iteration 85Q: 3 clusters Score -8725157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45517 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -8725153.000000 Penalty: 5336.647461
	Iteration 86Q: 3 clusters Score -8725153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -8725158.000000 Penalty: 5336.647461
	Iteration 87Q: 3 clusters Score -8725158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45535 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -8725155.000000 Penalty: 5336.647461
	Iteration 88Q: 3 clusters Score -8725155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45540 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -8725147.000000 Penalty: 5336.647461
	Iteration 89Q: 3 clusters Score -8725147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -8725151.000000 Penalty: 5336.647461
	Iteration 90Q: 3 clusters Score -8725151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45554 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -8725160.000000 Penalty: 5336.647461
	Iteration 91Q: 3 clusters Score -8725160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45569 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -8725160.000000 Penalty: 5336.647461
	Iteration 92Q: 3 clusters Score -8725160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -8725151.000000 Penalty: 5336.647461
	Iteration 93Q: 3 clusters Score -8725151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -8725147.000000 Penalty: 5336.647461
	Iteration 94Q: 3 clusters Score -8725147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45610 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -8725136.000000 Penalty: 5336.647461
	Iteration 95Q: 3 clusters Score -8725136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45620 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -8725128.000000 Penalty: 5336.647461
	Iteration 96Q: 3 clusters Score -8725128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45629 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -8725123.000000 Penalty: 5336.647461
	Iteration 97Q: 3 clusters Score -8725123 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45640 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -8725129.000000 Penalty: 5336.647461
	Iteration 98Q: 3 clusters Score -8725129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45651 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -8725132.000000 Penalty: 5336.647461
	Iteration 99Q: 3 clusters Score -8725132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45659 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -8725130.000000 Penalty: 5336.647461
	Iteration 100F: 3 clusters Score -8725130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45665 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -8725121.000000 Penalty: 5336.647461
	Iteration 101Q: 3 clusters Score -8725121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45671 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -8725116.000000 Penalty: 5336.647461
	Iteration 102Q: 3 clusters Score -8725116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45676 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -8725117.000000 Penalty: 5336.647461
	Iteration 103Q: 3 clusters Score -8725117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45677 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -8725112.000000 Penalty: 5336.647461
	Iteration 104Q: 3 clusters Score -8725112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45683 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -8725107.000000 Penalty: 5336.647461
	Iteration 105Q: 3 clusters Score -8725107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45690 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -8725112.000000 Penalty: 5336.647461
	Iteration 106Q: 3 clusters Score -8725112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45698 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -8725115.000000 Penalty: 5336.647461
	Iteration 107Q: 3 clusters Score -8725115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45702 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -8725117.000000 Penalty: 5336.647461
	Iteration 108Q: 3 clusters Score -8725117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -8725117.000000 Penalty: 5336.647461
	Iteration 109Q: 3 clusters Score -8725117 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -8725116.000000 Penalty: 5336.647461
	Iteration 110Q: 3 clusters Score -8725116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45714 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -8725119.000000 Penalty: 5336.647461
	Iteration 111Q: 3 clusters Score -8725119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -8725101.000000 Penalty: 5336.647461
	Iteration 112Q: 3 clusters Score -8725101 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45725 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -8725101.000000 Penalty: 5336.647461
	Iteration 113Q: 3 clusters Score -8725101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45731 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -8725099.000000 Penalty: 5336.647461
	Iteration 114Q: 3 clusters Score -8725099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -8725097.000000 Penalty: 5336.647461
	Iteration 115Q: 3 clusters Score -8725097 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45736 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -8725094.000000 Penalty: 5336.647461
	Iteration 116Q: 3 clusters Score -8725094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45739 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -8725097.000000 Penalty: 5336.647461
	Iteration 117Q: 3 clusters Score -8725097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45740 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -8725091.000000 Penalty: 5336.647461
	Iteration 118Q: 3 clusters Score -8725091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45742 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -8725092.000000 Penalty: 5336.647461
	Iteration 119Q: 3 clusters Score -8725092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45745 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -8725103.000000 Penalty: 5336.647461
	Iteration 120F: 3 clusters Score -8725103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45747 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -8725100.000000 Penalty: 5336.647461
	Iteration 121Q: 3 clusters Score -8725100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45748 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -8725101.000000 Penalty: 5336.647461
	Iteration 122Q: 3 clusters Score -8725101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45749 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -8725105.000000 Penalty: 5336.647461
	Iteration 123Q: 3 clusters Score -8725105 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -8725084.000000 Penalty: 5336.647461
	Iteration 124Q: 3 clusters Score -8725084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45752 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -8725086.000000 Penalty: 5336.647461
	Iteration 125Q: 3 clusters Score -8725086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -8725089.000000 Penalty: 5336.647461
	Iteration 126Q: 3 clusters Score -8725089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45757 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -8725085.000000 Penalty: 5336.647461
	Iteration 127Q: 3 clusters Score -8725085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -8725082.000000 Penalty: 5336.647461
	Iteration 128Q: 3 clusters Score -8725082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45763 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -8725082.000000 Penalty: 5336.647461
	Iteration 129Q: 3 clusters Score -8725082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45763 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -8725082.000000 Penalty: 5336.647461
	Iteration 130F: 3 clusters Score -8725082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (46684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Entering Unmasked Estep 
Score: -8524347.000000 Penalty: 2666.286865
	Iteration 0F: 2 clusters Score -8524347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -8494129.000000 Penalty: 5332.573730
	Iteration 0F: 3 clusters Score -8494129 nChanged 21480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -8505957.000000 Penalty: 5332.573730
	Iteration 1F: 3 clusters Score -8505957 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -8506606.000000 Penalty: 5332.573730
	Iteration 2Q: 3 clusters Score -8506606 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -8507455.000000 Penalty: 5332.573730
	Iteration 3Q: 3 clusters Score -8507455 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28609 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -8508774.000000 Penalty: 5332.573730
	Iteration 4F: 3 clusters Score -8508774 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -8510826.000000 Penalty: 5332.573730
	Iteration 5F: 3 clusters Score -8510826 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -8513766.000000 Penalty: 5332.573730
	Iteration 6F: 3 clusters Score -8513766 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -8516874.000000 Penalty: 5332.573730
	Iteration 7F: 3 clusters Score -8516874 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -8519639.000000 Penalty: 5332.573730
	Iteration 8F: 3 clusters Score -8519639 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41211 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -8521632.000000 Penalty: 5332.573730
	Iteration 9Q: 3 clusters Score -8521632 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41895 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -8522723.000000 Penalty: 5332.573730
	Iteration 10Q: 3 clusters Score -8522723 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42244 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -8523146.000000 Penalty: 5332.573730
	Iteration 11Q: 3 clusters Score -8523146 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42506 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -8523285.000000 Penalty: 5332.573730
	Iteration 12Q: 3 clusters Score -8523285 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42709 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -8523313.000000 Penalty: 5332.573730
	Iteration 13Q: 3 clusters Score -8523313 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42882 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -8523329.000000 Penalty: 5332.573730
	Iteration 14Q: 3 clusters Score -8523329 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43033 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -8523330.000000 Penalty: 5332.573730
	Iteration 15Q: 3 clusters Score -8523330 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43165 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -8523322.000000 Penalty: 5332.573730
	Iteration 16Q: 3 clusters Score -8523322 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -8523347.000000 Penalty: 5332.573730
	Iteration 17Q: 3 clusters Score -8523347 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -8523336.000000 Penalty: 5332.573730
	Iteration 18Q: 3 clusters Score -8523336 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -8523348.000000 Penalty: 5332.573730
	Iteration 19Q: 3 clusters Score -8523348 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43482 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -8523355.000000 Penalty: 5332.573730
	Iteration 20F: 3 clusters Score -8523355 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43542 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -8523323.000000 Penalty: 5332.573730
	Iteration 21Q: 3 clusters Score -8523323 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43587 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -8523315.000000 Penalty: 5332.573730
	Iteration 22Q: 3 clusters Score -8523315 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -8523312.000000 Penalty: 5332.573730
	Iteration 23Q: 3 clusters Score -8523312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43649 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -8523304.000000 Penalty: 5332.573730
	Iteration 24Q: 3 clusters Score -8523304 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43674 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -8523305.000000 Penalty: 5332.573730
	Iteration 25Q: 3 clusters Score -8523305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -8523306.000000 Penalty: 5332.573730
	Iteration 26Q: 3 clusters Score -8523306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43723 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -8523308.000000 Penalty: 5332.573730
	Iteration 27Q: 3 clusters Score -8523308 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43749 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -8523296.000000 Penalty: 5332.573730
	Iteration 28Q: 3 clusters Score -8523296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43768 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -8523297.000000 Penalty: 5332.573730
	Iteration 29Q: 3 clusters Score -8523297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43783 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -8523298.000000 Penalty: 5332.573730
	Iteration 30Q: 3 clusters Score -8523298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -8523303.000000 Penalty: 5332.573730
	Iteration 31Q: 3 clusters Score -8523303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43812 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -8523300.000000 Penalty: 5332.573730
	Iteration 32Q: 3 clusters Score -8523300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -8523302.000000 Penalty: 5332.573730
	Iteration 33Q: 3 clusters Score -8523302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -8523310.000000 Penalty: 5332.573730
	Iteration 34Q: 3 clusters Score -8523310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -8523310.000000 Penalty: 5332.573730
	Iteration 35Q: 3 clusters Score -8523310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43867 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -8523306.000000 Penalty: 5332.573730
	Iteration 36Q: 3 clusters Score -8523306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -8523303.000000 Penalty: 5332.573730
	Iteration 37Q: 3 clusters Score -8523303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43892 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -8523315.000000 Penalty: 5332.573730
	Iteration 38Q: 3 clusters Score -8523315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -8523305.000000 Penalty: 5332.573730
	Iteration 39Q: 3 clusters Score -8523305 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -8523297.000000 Penalty: 5332.573730
	Iteration 40F: 3 clusters Score -8523297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -8523307.000000 Penalty: 5332.573730
	Iteration 41Q: 3 clusters Score -8523307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -8523302.000000 Penalty: 5332.573730
	Iteration 42Q: 3 clusters Score -8523302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -8523299.000000 Penalty: 5332.573730
	Iteration 43Q: 3 clusters Score -8523299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43969 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -8523299.000000 Penalty: 5332.573730
	Iteration 44Q: 3 clusters Score -8523299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -8523298.000000 Penalty: 5332.573730
	Iteration 45Q: 3 clusters Score -8523298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -8523286.000000 Penalty: 5332.573730
	Iteration 46Q: 3 clusters Score -8523286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -8523281.000000 Penalty: 5332.573730
	Iteration 47Q: 3 clusters Score -8523281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44008 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -8523289.000000 Penalty: 5332.573730
	Iteration 48Q: 3 clusters Score -8523289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -8523283.000000 Penalty: 5332.573730
	Iteration 49Q: 3 clusters Score -8523283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44014 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -8523278.000000 Penalty: 5332.573730
	Iteration 50Q: 3 clusters Score -8523278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -8523277.000000 Penalty: 5332.573730
	Iteration 51Q: 3 clusters Score -8523277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -8523282.000000 Penalty: 5332.573730
	Iteration 52Q: 3 clusters Score -8523282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44031 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -8523282.000000 Penalty: 5332.573730
	Iteration 53Q: 3 clusters Score -8523282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44033 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -8523276.000000 Penalty: 5332.573730
	Iteration 54Q: 3 clusters Score -8523276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44034 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -8523280.000000 Penalty: 5332.573730
	Iteration 55Q: 3 clusters Score -8523280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44036 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -8523285.000000 Penalty: 5332.573730
	Iteration 56Q: 3 clusters Score -8523285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44041 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -8523276.000000 Penalty: 5332.573730
	Iteration 57Q: 3 clusters Score -8523276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -8523282.000000 Penalty: 5332.573730
	Iteration 58Q: 3 clusters Score -8523282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44048 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -8523282.000000 Penalty: 5332.573730
	Iteration 59Q: 3 clusters Score -8523282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44048 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -8523282.000000 Penalty: 5332.573730
	Iteration 60F: 3 clusters Score -8523282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (45754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45754 members 
Entering Unmasked Estep 
Score: -8306243.000000 Penalty: 2661.296387
	Iteration 0F: 2 clusters Score -8306243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22995 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -8276126.000000 Penalty: 5322.592773
	Iteration 0F: 3 clusters Score -8276126 nChanged 21082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -8287884.500000 Penalty: 5322.592773
	Iteration 1F: 3 clusters Score -8287884 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -8288466.500000 Penalty: 5322.592773
	Iteration 2Q: 3 clusters Score -8288466 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -8289059.000000 Penalty: 5322.592773
	Iteration 3Q: 3 clusters Score -8289059 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -8289753.500000 Penalty: 5322.592773
	Iteration 4Q: 3 clusters Score -8289754 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -8290738.500000 Penalty: 5322.592773
	Iteration 5Q: 3 clusters Score -8290738 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -8292092.000000 Penalty: 5322.592773
	Iteration 6Q: 3 clusters Score -8292092 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -8293763.500000 Penalty: 5322.592773
	Iteration 7F: 3 clusters Score -8293764 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -8295680.000000 Penalty: 5322.592773
	Iteration 8F: 3 clusters Score -8295680 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -8297493.500000 Penalty: 5322.592773
	Iteration 9F: 3 clusters Score -8297494 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 17163 members 
Entering Unmasked Estep 
Score: -8298689.000000 Penalty: 5322.592773
	Iteration 10F: 3 clusters Score -8298689 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -8299475.000000 Penalty: 5322.592773
	Iteration 11Q: 3 clusters Score -8299475 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -8299887.000000 Penalty: 5322.592773
	Iteration 12Q: 3 clusters Score -8299887 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -8300144.000000 Penalty: 5322.592773
	Iteration 13Q: 3 clusters Score -8300144 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -8300363.500000 Penalty: 5322.592773
	Iteration 14Q: 3 clusters Score -8300364 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -8300560.500000 Penalty: 5322.592773
	Iteration 15Q: 3 clusters Score -8300560 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -8300721.500000 Penalty: 5322.592773
	Iteration 16Q: 3 clusters Score -8300722 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -8300944.000000 Penalty: 5322.592773
	Iteration 17Q: 3 clusters Score -8300944 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -8301125.500000 Penalty: 5322.592773
	Iteration 18Q: 3 clusters Score -8301126 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -8301283.500000 Penalty: 5322.592773
	Iteration 19Q: 3 clusters Score -8301284 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -8301411.500000 Penalty: 5322.592773
	Iteration 20F: 3 clusters Score -8301412 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -8301557.500000 Penalty: 5322.592773
	Iteration 21Q: 3 clusters Score -8301558 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32697 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -8301656.000000 Penalty: 5322.592773
	Iteration 22Q: 3 clusters Score -8301656 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -8301756.500000 Penalty: 5322.592773
	Iteration 23Q: 3 clusters Score -8301756 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -8301843.000000 Penalty: 5322.592773
	Iteration 24Q: 3 clusters Score -8301843 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -8301925.000000 Penalty: 5322.592773
	Iteration 25Q: 3 clusters Score -8301925 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -8302008.500000 Penalty: 5322.592773
	Iteration 26Q: 3 clusters Score -8302008 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -8302086.000000 Penalty: 5322.592773
	Iteration 27Q: 3 clusters Score -8302086 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -8302156.500000 Penalty: 5322.592773
	Iteration 28Q: 3 clusters Score -8302156 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34983 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -8302211.500000 Penalty: 5322.592773
	Iteration 29Q: 3 clusters Score -8302212 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -8302250.500000 Penalty: 5322.592773
	Iteration 30Q: 3 clusters Score -8302250 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35527 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -8302319.000000 Penalty: 5322.592773
	Iteration 31Q: 3 clusters Score -8302319 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -8302351.500000 Penalty: 5322.592773
	Iteration 32Q: 3 clusters Score -8302352 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36015 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -8302414.500000 Penalty: 5322.592773
	Iteration 33Q: 3 clusters Score -8302414 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -8302442.500000 Penalty: 5322.592773
	Iteration 34Q: 3 clusters Score -8302442 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36512 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -8302493.500000 Penalty: 5322.592773
	Iteration 35Q: 3 clusters Score -8302494 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -8302561.000000 Penalty: 5322.592773
	Iteration 36Q: 3 clusters Score -8302561 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -8302608.000000 Penalty: 5322.592773
	Iteration 37Q: 3 clusters Score -8302608 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37158 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -8302643.500000 Penalty: 5322.592773
	Iteration 38Q: 3 clusters Score -8302644 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37342 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -8302698.000000 Penalty: 5322.592773
	Iteration 39Q: 3 clusters Score -8302698 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37524 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -8302717.000000 Penalty: 5322.592773
	Iteration 40F: 3 clusters Score -8302717 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -8302759.000000 Penalty: 5322.592773
	Iteration 41Q: 3 clusters Score -8302759 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37891 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -8302777.000000 Penalty: 5322.592773
	Iteration 42Q: 3 clusters Score -8302777 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38069 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -8302824.000000 Penalty: 5322.592773
	Iteration 43Q: 3 clusters Score -8302824 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -8302861.500000 Penalty: 5322.592773
	Iteration 44Q: 3 clusters Score -8302862 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -8302879.000000 Penalty: 5322.592773
	Iteration 45Q: 3 clusters Score -8302879 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -8302905.500000 Penalty: 5322.592773
	Iteration 46Q: 3 clusters Score -8302906 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -8302956.000000 Penalty: 5322.592773
	Iteration 47Q: 3 clusters Score -8302956 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38780 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -8302992.500000 Penalty: 5322.592773
	Iteration 48Q: 3 clusters Score -8302992 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -8302990.000000 Penalty: 5322.592773
	Iteration 49Q: 3 clusters Score -8302990 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -8303025.500000 Penalty: 5322.592773
	Iteration 50Q: 3 clusters Score -8303026 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39202 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -8303039.500000 Penalty: 5322.592773
	Iteration 51Q: 3 clusters Score -8303040 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39372 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -8303078.500000 Penalty: 5322.592773
	Iteration 52Q: 3 clusters Score -8303078 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -8303114.000000 Penalty: 5322.592773
	Iteration 53Q: 3 clusters Score -8303114 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -8303155.000000 Penalty: 5322.592773
	Iteration 54Q: 3 clusters Score -8303155 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -8303164.500000 Penalty: 5322.592773
	Iteration 55Q: 3 clusters Score -8303164 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39988 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -8303193.000000 Penalty: 5322.592773
	Iteration 56Q: 3 clusters Score -8303193 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -8303226.000000 Penalty: 5322.592773
	Iteration 57Q: 3 clusters Score -8303226 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -8303251.500000 Penalty: 5322.592773
	Iteration 58Q: 3 clusters Score -8303252 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40411 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -8303303.000000 Penalty: 5322.592773
	Iteration 59Q: 3 clusters Score -8303303 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -8303319.000000 Penalty: 5322.592773
	Iteration 60F: 3 clusters Score -8303319 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -8303349.500000 Penalty: 5322.592773
	Iteration 61Q: 3 clusters Score -8303350 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -8303365.500000 Penalty: 5322.592773
	Iteration 62Q: 3 clusters Score -8303366 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -8303393.000000 Penalty: 5322.592773
	Iteration 63Q: 3 clusters Score -8303393 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -8303401.500000 Penalty: 5322.592773
	Iteration 64Q: 3 clusters Score -8303402 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -8303433.500000 Penalty: 5322.592773
	Iteration 65Q: 3 clusters Score -8303434 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41271 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -8303484.500000 Penalty: 5322.592773
	Iteration 66Q: 3 clusters Score -8303484 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -8303485.500000 Penalty: 5322.592773
	Iteration 67Q: 3 clusters Score -8303486 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41471 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -8303507.500000 Penalty: 5322.592773
	Iteration 68Q: 3 clusters Score -8303508 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -8303519.000000 Penalty: 5322.592773
	Iteration 69Q: 3 clusters Score -8303519 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41656 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -8303549.500000 Penalty: 5322.592773
	Iteration 70Q: 3 clusters Score -8303550 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -8303577.000000 Penalty: 5322.592773
	Iteration 71Q: 3 clusters Score -8303577 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41815 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -8303602.500000 Penalty: 5322.592773
	Iteration 72Q: 3 clusters Score -8303602 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41887 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -8303613.500000 Penalty: 5322.592773
	Iteration 73Q: 3 clusters Score -8303614 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -8303642.000000 Penalty: 5322.592773
	Iteration 74Q: 3 clusters Score -8303642 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41994 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -8303641.500000 Penalty: 5322.592773
	Iteration 75Q: 3 clusters Score -8303642 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -8303655.000000 Penalty: 5322.592773
	Iteration 76Q: 3 clusters Score -8303655 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -8303658.000000 Penalty: 5322.592773
	Iteration 77Q: 3 clusters Score -8303658 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -8303655.500000 Penalty: 5322.592773
	Iteration 78Q: 3 clusters Score -8303656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42129 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -8303661.000000 Penalty: 5322.592773
	Iteration 79Q: 3 clusters Score -8303661 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -8303661.500000 Penalty: 5322.592773
	Iteration 80F: 3 clusters Score -8303662 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42187 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -8303687.500000 Penalty: 5322.592773
	Iteration 81Q: 3 clusters Score -8303688 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42220 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -8303681.500000 Penalty: 5322.592773
	Iteration 82Q: 3 clusters Score -8303682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -8303703.500000 Penalty: 5322.592773
	Iteration 83Q: 3 clusters Score -8303704 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -8303709.500000 Penalty: 5322.592773
	Iteration 84Q: 3 clusters Score -8303710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -8303720.000000 Penalty: 5322.592773
	Iteration 85Q: 3 clusters Score -8303720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -8303733.000000 Penalty: 5322.592773
	Iteration 86Q: 3 clusters Score -8303733 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42346 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -8303732.500000 Penalty: 5322.592773
	Iteration 87Q: 3 clusters Score -8303732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42375 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -8303731.500000 Penalty: 5322.592773
	Iteration 88Q: 3 clusters Score -8303732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42394 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -8303731.500000 Penalty: 5322.592773
	Iteration 89Q: 3 clusters Score -8303732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42406 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -8303741.500000 Penalty: 5322.592773
	Iteration 90Q: 3 clusters Score -8303742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -8303740.000000 Penalty: 5322.592773
	Iteration 91Q: 3 clusters Score -8303740 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42445 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -8303749.500000 Penalty: 5322.592773
	Iteration 92Q: 3 clusters Score -8303750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42466 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -8303758.500000 Penalty: 5322.592773
	Iteration 93Q: 3 clusters Score -8303758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42488 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -8303762.000000 Penalty: 5322.592773
	Iteration 94Q: 3 clusters Score -8303762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -8303761.500000 Penalty: 5322.592773
	Iteration 95Q: 3 clusters Score -8303762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -8303761.000000 Penalty: 5322.592773
	Iteration 96Q: 3 clusters Score -8303761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42527 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -8303767.000000 Penalty: 5322.592773
	Iteration 97Q: 3 clusters Score -8303767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -8303770.500000 Penalty: 5322.592773
	Iteration 98Q: 3 clusters Score -8303770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -8303784.000000 Penalty: 5322.592773
	Iteration 99Q: 3 clusters Score -8303784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -8303777.500000 Penalty: 5322.592773
	Iteration 100F: 3 clusters Score -8303778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -8303789.000000 Penalty: 5322.592773
	Iteration 101Q: 3 clusters Score -8303789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -8303789.500000 Penalty: 5322.592773
	Iteration 102Q: 3 clusters Score -8303790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -8303790.500000 Penalty: 5322.592773
	Iteration 103Q: 3 clusters Score -8303790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42600 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -8303789.500000 Penalty: 5322.592773
	Iteration 104Q: 3 clusters Score -8303790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42603 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -8303791.000000 Penalty: 5322.592773
	Iteration 105Q: 3 clusters Score -8303791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -8303786.000000 Penalty: 5322.592773
	Iteration 106Q: 3 clusters Score -8303786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42613 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -8303781.500000 Penalty: 5322.592773
	Iteration 107Q: 3 clusters Score -8303782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42617 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -8303774.500000 Penalty: 5322.592773
	Iteration 108Q: 3 clusters Score -8303774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42620 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -8303771.500000 Penalty: 5322.592773
	Iteration 109Q: 3 clusters Score -8303772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -8303773.500000 Penalty: 5322.592773
	Iteration 110Q: 3 clusters Score -8303774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42632 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -8303779.500000 Penalty: 5322.592773
	Iteration 111Q: 3 clusters Score -8303780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -8303785.500000 Penalty: 5322.592773
	Iteration 112Q: 3 clusters Score -8303786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -8303784.500000 Penalty: 5322.592773
	Iteration 113Q: 3 clusters Score -8303784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -8303783.000000 Penalty: 5322.592773
	Iteration 114Q: 3 clusters Score -8303783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -8303784.000000 Penalty: 5322.592773
	Iteration 115Q: 3 clusters Score -8303784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -8303783.000000 Penalty: 5322.592773
	Iteration 116Q: 3 clusters Score -8303783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -8303787.000000 Penalty: 5322.592773
	Iteration 117Q: 3 clusters Score -8303787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -8303787.000000 Penalty: 5322.592773
	Iteration 118F: 3 clusters Score -8303787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (47510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47510 members 
Entering Unmasked Estep 
Score: -8784516.000000 Penalty: 2670.636475
	Iteration 0F: 2 clusters Score -8784516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -8755045.000000 Penalty: 5341.272949
	Iteration 0F: 3 clusters Score -8755045 nChanged 21924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -8767070.000000 Penalty: 5341.272949
	Iteration 1F: 3 clusters Score -8767070 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -8767602.000000 Penalty: 5341.272949
	Iteration 2Q: 3 clusters Score -8767602 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -8768194.000000 Penalty: 5341.272949
	Iteration 3Q: 3 clusters Score -8768194 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -8768737.000000 Penalty: 5341.272949
	Iteration 4Q: 3 clusters Score -8768737 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -8769517.000000 Penalty: 5341.272949
	Iteration 5Q: 3 clusters Score -8769517 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -8770523.000000 Penalty: 5341.272949
	Iteration 6Q: 3 clusters Score -8770523 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -8771941.000000 Penalty: 5341.272949
	Iteration 7F: 3 clusters Score -8771941 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34462 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -8773842.000000 Penalty: 5341.272949
	Iteration 8F: 3 clusters Score -8773842 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37606 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -8776246.000000 Penalty: 5341.272949
	Iteration 9F: 3 clusters Score -8776246 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -8778737.000000 Penalty: 5341.272949
	Iteration 10F: 3 clusters Score -8778737 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43347 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -8780584.000000 Penalty: 5341.272949
	Iteration 11F: 3 clusters Score -8780584 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -8781450.000000 Penalty: 5341.272949
	Iteration 12Q: 3 clusters Score -8781450 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45859 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -8781830.000000 Penalty: 5341.272949
	Iteration 13Q: 3 clusters Score -8781830 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46291 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -8782032.000000 Penalty: 5341.272949
	Iteration 14Q: 3 clusters Score -8782032 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -8782151.000000 Penalty: 5341.272949
	Iteration 15Q: 3 clusters Score -8782151 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -8782201.000000 Penalty: 5341.272949
	Iteration 16Q: 3 clusters Score -8782201 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46736 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -8782249.000000 Penalty: 5341.272949
	Iteration 17Q: 3 clusters Score -8782249 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46784 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8782284.000000 Penalty: 5341.272949
	Iteration 18Q: 3 clusters Score -8782284 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46823 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8782312.000000 Penalty: 5341.272949
	Iteration 19Q: 3 clusters Score -8782312 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -8782347.000000 Penalty: 5341.272949
	Iteration 20F: 3 clusters Score -8782347 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -8782359.000000 Penalty: 5341.272949
	Iteration 21Q: 3 clusters Score -8782359 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -8782369.000000 Penalty: 5341.272949
	Iteration 22Q: 3 clusters Score -8782369 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46907 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -8782373.000000 Penalty: 5341.272949
	Iteration 23Q: 3 clusters Score -8782373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46921 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -8782383.000000 Penalty: 5341.272949
	Iteration 24Q: 3 clusters Score -8782383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46932 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -8782384.000000 Penalty: 5341.272949
	Iteration 25Q: 3 clusters Score -8782384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46943 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8782392.000000 Penalty: 5341.272949
	Iteration 26Q: 3 clusters Score -8782392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46957 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8782402.000000 Penalty: 5341.272949
	Iteration 27Q: 3 clusters Score -8782402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46966 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -8782405.000000 Penalty: 5341.272949
	Iteration 28Q: 3 clusters Score -8782405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46973 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -8782410.000000 Penalty: 5341.272949
	Iteration 29Q: 3 clusters Score -8782410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -8782415.000000 Penalty: 5341.272949
	Iteration 30Q: 3 clusters Score -8782415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46980 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -8782420.000000 Penalty: 5341.272949
	Iteration 31Q: 3 clusters Score -8782420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8782417.000000 Penalty: 5341.272949
	Iteration 32Q: 3 clusters Score -8782417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46986 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -8782413.000000 Penalty: 5341.272949
	Iteration 33Q: 3 clusters Score -8782413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8782427.000000 Penalty: 5341.272949
	Iteration 34Q: 3 clusters Score -8782427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46985 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8782427.000000 Penalty: 5341.272949
	Iteration 35F: 3 clusters Score -8782427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Entering Unmasked Estep 
Score: -277504.406250 Penalty: 1820.687988
	Iteration 0F: 2 clusters Score -277504.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -275160.468750 Penalty: 3641.375977
	Iteration 0F: 3 clusters Score -275160.5 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -275513.218750 Penalty: 3641.375977
	Iteration 1F: 3 clusters Score -275513.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -275606.875000 Penalty: 3641.375977
	Iteration 2F: 3 clusters Score -275606.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -275650.000000 Penalty: 3641.375977
	Iteration 3Q: 3 clusters Score -275650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -275680.875000 Penalty: 3641.375977
	Iteration 4Q: 3 clusters Score -275680.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -275694.281250 Penalty: 3641.375977
	Iteration 5Q: 3 clusters Score -275694.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -275706.937500 Penalty: 3641.375977
	Iteration 6Q: 3 clusters Score -275706.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -275719.062500 Penalty: 3641.375977
	Iteration 7Q: 3 clusters Score -275719.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -275728.843750 Penalty: 3641.375977
	Iteration 8Q: 3 clusters Score -275728.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -275738.187500 Penalty: 3641.375977
	Iteration 9Q: 3 clusters Score -275738.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -275745.937500 Penalty: 3641.375977
	Iteration 10Q: 3 clusters Score -275745.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -275753.156250 Penalty: 3641.375977
	Iteration 11Q: 3 clusters Score -275753.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -275760.656250 Penalty: 3641.375977
	Iteration 12Q: 3 clusters Score -275760.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -275766.937500 Penalty: 3641.375977
	Iteration 13Q: 3 clusters Score -275766.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -275775.125000 Penalty: 3641.375977
	Iteration 14Q: 3 clusters Score -275775.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -275779.156250 Penalty: 3641.375977
	Iteration 15Q: 3 clusters Score -275779.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -275784.125000 Penalty: 3641.375977
	Iteration 16Q: 3 clusters Score -275784.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -275788.937500 Penalty: 3641.375977
	Iteration 17Q: 3 clusters Score -275788.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -275792.250000 Penalty: 3641.375977
	Iteration 18Q: 3 clusters Score -275792.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -275792.687500 Penalty: 3641.375977
	Iteration 19Q: 3 clusters Score -275792.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -275793.187500 Penalty: 3641.375977
	Iteration 20F: 3 clusters Score -275793.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50110 members 
Mstep: Class 2 contains 52072 members 
Mstep: Class 3 contains 20875 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43724 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 44167 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 12 contains 44264 members 
Mstep: Class 13 contains 2235 members 
Mstep: Class 14 contains 53520 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 16 contains 641 members 
Mstep: Class 17 contains 43716 members 
Mstep: Class 18 contains 45317 members 
Mstep: Class 19 contains 24237 members 
Mstep: Class 20 contains 47069 members 
Mstep: Class 21 contains 46684 members 
Mstep: Class 22 contains 45754 members 
Mstep: Class 23 contains 47510 members 
Mstep: Class 24 contains 1543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217344.000000 Penalty: 76057.484375
Iteration 479Q: 24 clusters Score -1.112173e+08 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50089 members 
Mstep: Class 2 contains 52034 members 
Mstep: Class 3 contains 21174 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43705 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 44125 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 44233 members 
Mstep: Class 13 contains 2235 members 
Mstep: Class 14 contains 53490 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 43705 members 
Mstep: Class 18 contains 45317 members 
Mstep: Class 19 contains 24230 members 
Mstep: Class 20 contains 47071 members 
Mstep: Class 21 contains 46662 members 
Mstep: Class 22 contains 45724 members 
Mstep: Class 23 contains 47460 members 
Mstep: Class 24 contains 1543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217400.000000 Penalty: 76057.484375
Iteration 480F: 24 clusters Score -1.112174e+08 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50070 members 
Mstep: Class 2 contains 52006 members 
Mstep: Class 3 contains 21491 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43685 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 44055 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 44207 members 
Mstep: Class 13 contains 2235 members 
Mstep: Class 14 contains 53460 members 
Mstep: Class 15 contains 944 members 
Mstep: Class 16 contains 642 members 
Mstep: Class 17 contains 43702 members 
Mstep: Class 18 contains 45320 members 
Mstep: Class 19 contains 24237 members 
Mstep: Class 20 contains 47046 members 
Mstep: Class 21 contains 46652 members 
Mstep: Class 22 contains 45690 members 
Mstep: Class 23 contains 47399 members 
Mstep: Class 24 contains 1543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217640.000000 Penalty: 76057.484375
Iteration 481Q: 24 clusters Score -1.112176e+08 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50068 members 
Mstep: Class 2 contains 51964 members 
Mstep: Class 3 contains 21804 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43652 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 43998 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 44202 members 
Mstep: Class 13 contains 2235 members 
Mstep: Class 14 contains 53419 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 16 contains 643 members 
Mstep: Class 17 contains 43706 members 
Mstep: Class 18 contains 45326 members 
Mstep: Class 19 contains 24232 members 
Mstep: Class 20 contains 47073 members 
Mstep: Class 21 contains 46617 members 
Mstep: Class 22 contains 45639 members 
Mstep: Class 23 contains 47318 members 
Mstep: Class 24 contains 1543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217944.000000 Penalty: 76057.484375
Iteration 482Q: 24 clusters Score -1.112179e+08 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50022 members 
Mstep: Class 2 contains 51916 members 
Mstep: Class 3 contains 22118 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43636 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 43949 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 12 contains 44214 members 
Mstep: Class 13 contains 2235 members 
Mstep: Class 14 contains 53368 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 16 contains 647 members 
Mstep: Class 17 contains 43692 members 
Mstep: Class 18 contains 45310 members 
Mstep: Class 19 contains 24235 members 
Mstep: Class 20 contains 47121 members 
Mstep: Class 21 contains 46576 members 
Mstep: Class 22 contains 45582 members 
Mstep: Class 23 contains 47274 members 
Mstep: Class 24 contains 1544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111218040.000000 Penalty: 76057.484375
Iteration 483Q: 24 clusters Score -1.11218e+08 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 50005 members 
Mstep: Class 2 contains 51841 members 
Mstep: Class 3 contains 22439 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43625 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 43910 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 44221 members 
Mstep: Class 13 contains 2235 members 
Mstep: Class 14 contains 53314 members 
Mstep: Class 15 contains 945 members 
Mstep: Class 16 contains 650 members 
Mstep: Class 17 contains 43665 members 
Mstep: Class 18 contains 45323 members 
Mstep: Class 19 contains 24233 members 
Mstep: Class 20 contains 47106 members 
Mstep: Class 21 contains 46526 members 
Mstep: Class 22 contains 45560 members 
Mstep: Class 23 contains 47243 members 
Mstep: Class 24 contains 1544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111218176.000000 Penalty: 76057.484375
Iteration 484Q: 24 clusters Score -1.112182e+08 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49981 members 
Mstep: Class 2 contains 51831 members 
Mstep: Class 3 contains 22779 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43603 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 43891 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 44214 members 
Mstep: Class 13 contains 2235 members 
Mstep: Class 14 contains 53258 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 651 members 
Mstep: Class 17 contains 43649 members 
Mstep: Class 18 contains 45319 members 
Mstep: Class 19 contains 24234 members 
Mstep: Class 20 contains 47034 members 
Mstep: Class 21 contains 46468 members 
Mstep: Class 22 contains 45521 members 
Mstep: Class 23 contains 47229 members 
Mstep: Class 24 contains 1542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111218544.000000 Penalty: 76057.484375
Iteration 485Q: 24 clusters Score -1.112185e+08 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49966 members 
Mstep: Class 2 contains 51809 members 
Mstep: Class 3 contains 23114 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43596 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 43862 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 44188 members 
Mstep: Class 13 contains 2235 members 
Mstep: Class 14 contains 53201 members 
Mstep: Class 15 contains 946 members 
Mstep: Class 16 contains 653 members 
Mstep: Class 17 contains 43644 members 
Mstep: Class 18 contains 45292 members 
Mstep: Class 19 contains 24222 members 
Mstep: Class 20 contains 46976 members 
Mstep: Class 21 contains 46431 members 
Mstep: Class 22 contains 45507 members 
Mstep: Class 23 contains 47202 members 
Mstep: Class 24 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111218776.000000 Penalty: 76057.484375
Iteration 486Q: 24 clusters Score -1.112188e+08 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49956 members 
Mstep: Class 2 contains 51770 members 
Mstep: Class 3 contains 23471 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43567 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 43815 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 44169 members 
Mstep: Class 13 contains 2235 members 
Mstep: Class 14 contains 53163 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 655 members 
Mstep: Class 17 contains 43640 members 
Mstep: Class 18 contains 45250 members 
Mstep: Class 19 contains 24205 members 
Mstep: Class 20 contains 46942 members 
Mstep: Class 21 contains 46391 members 
Mstep: Class 22 contains 45478 members 
Mstep: Class 23 contains 47190 members 
Mstep: Class 24 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111218776.000000 Penalty: 76057.484375
Iteration 487Q: 24 clusters Score -1.112188e+08 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49942 members 
Mstep: Class 2 contains 51765 members 
Mstep: Class 3 contains 23812 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43530 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 43776 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 44138 members 
Mstep: Class 13 contains 2234 members 
Mstep: Class 14 contains 53134 members 
Mstep: Class 15 contains 947 members 
Mstep: Class 16 contains 656 members 
Mstep: Class 17 contains 43624 members 
Mstep: Class 18 contains 45217 members 
Mstep: Class 19 contains 24197 members 
Mstep: Class 20 contains 46913 members 
Mstep: Class 21 contains 46340 members 
Mstep: Class 22 contains 45446 members 
Mstep: Class 23 contains 47173 members 
Mstep: Class 24 contains 1541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111218776.000000 Penalty: 76057.484375
Iteration 488Q: 24 clusters Score -1.112188e+08 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49910 members 
Mstep: Class 2 contains 51726 members 
Mstep: Class 3 contains 24171 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43495 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 43712 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 44093 members 
Mstep: Class 13 contains 2234 members 
Mstep: Class 14 contains 53118 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 657 members 
Mstep: Class 17 contains 43617 members 
Mstep: Class 18 contains 45182 members 
Mstep: Class 19 contains 24188 members 
Mstep: Class 20 contains 46903 members 
Mstep: Class 21 contains 46304 members 
Mstep: Class 22 contains 45406 members 
Mstep: Class 23 contains 47183 members 
Mstep: Class 24 contains 1538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111219016.000000 Penalty: 76057.484375
Iteration 489Q: 24 clusters Score -1.11219e+08 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49883 members 
Mstep: Class 2 contains 51715 members 
Mstep: Class 3 contains 24511 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43455 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 43657 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 44072 members 
Mstep: Class 13 contains 2234 members 
Mstep: Class 14 contains 53097 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 43614 members 
Mstep: Class 18 contains 45140 members 
Mstep: Class 19 contains 24181 members 
Mstep: Class 20 contains 46853 members 
Mstep: Class 21 contains 46271 members 
Mstep: Class 22 contains 45362 members 
Mstep: Class 23 contains 47197 members 
Mstep: Class 24 contains 1537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111219216.000000 Penalty: 76057.484375
Iteration 490Q: 24 clusters Score -1.112192e+08 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49852 members 
Mstep: Class 2 contains 51729 members 
Mstep: Class 3 contains 24848 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43412 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 43563 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 44037 members 
Mstep: Class 13 contains 2233 members 
Mstep: Class 14 contains 53071 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 43615 members 
Mstep: Class 18 contains 45089 members 
Mstep: Class 19 contains 24180 members 
Mstep: Class 20 contains 46821 members 
Mstep: Class 21 contains 46249 members 
Mstep: Class 22 contains 45341 members 
Mstep: Class 23 contains 47205 members 
Mstep: Class 24 contains 1534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111219640.000000 Penalty: 76057.484375
Iteration 491Q: 24 clusters Score -1.112196e+08 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49849 members 
Mstep: Class 2 contains 51725 members 
Mstep: Class 3 contains 25196 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43393 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 43499 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 43997 members 
Mstep: Class 13 contains 2233 members 
Mstep: Class 14 contains 53062 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 43605 members 
Mstep: Class 18 contains 45060 members 
Mstep: Class 19 contains 24176 members 
Mstep: Class 20 contains 46758 members 
Mstep: Class 21 contains 46205 members 
Mstep: Class 22 contains 45311 members 
Mstep: Class 23 contains 47177 members 
Mstep: Class 24 contains 1533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111219920.000000 Penalty: 76057.484375
Iteration 492Q: 24 clusters Score -1.112199e+08 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49862 members 
Mstep: Class 2 contains 51667 members 
Mstep: Class 3 contains 25553 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43350 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 43447 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 43972 members 
Mstep: Class 13 contains 2232 members 
Mstep: Class 14 contains 53028 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 43606 members 
Mstep: Class 18 contains 45051 members 
Mstep: Class 19 contains 24168 members 
Mstep: Class 20 contains 46754 members 
Mstep: Class 21 contains 46157 members 
Mstep: Class 22 contains 45276 members 
Mstep: Class 23 contains 47126 members 
Mstep: Class 24 contains 1530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111220152.000000 Penalty: 76057.484375
Iteration 493Q: 24 clusters Score -1.112202e+08 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49868 members 
Mstep: Class 2 contains 51669 members 
Mstep: Class 3 contains 25881 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43294 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 43440 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 43955 members 
Mstep: Class 13 contains 2232 members 
Mstep: Class 14 contains 52987 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 43605 members 
Mstep: Class 18 contains 45029 members 
Mstep: Class 19 contains 24159 members 
Mstep: Class 20 contains 46709 members 
Mstep: Class 21 contains 46097 members 
Mstep: Class 22 contains 45252 members 
Mstep: Class 23 contains 47075 members 
Mstep: Class 24 contains 1527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111220304.000000 Penalty: 76057.484375
Iteration 494Q: 24 clusters Score -1.112203e+08 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49858 members 
Mstep: Class 2 contains 51640 members 
Mstep: Class 3 contains 26249 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43255 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 43395 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 43908 members 
Mstep: Class 13 contains 2232 members 
Mstep: Class 14 contains 52985 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 43597 members 
Mstep: Class 18 contains 45024 members 
Mstep: Class 19 contains 24157 members 
Mstep: Class 20 contains 46656 members 
Mstep: Class 21 contains 46041 members 
Mstep: Class 22 contains 45220 members 
Mstep: Class 23 contains 47037 members 
Mstep: Class 24 contains 1525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111220176.000000 Penalty: 76057.484375
Iteration 495Q: 24 clusters Score -1.112202e+08 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49867 members 
Mstep: Class 2 contains 51592 members 
Mstep: Class 3 contains 26616 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43209 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 43350 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 43884 members 
Mstep: Class 13 contains 2232 members 
Mstep: Class 14 contains 52982 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 658 members 
Mstep: Class 17 contains 43587 members 
Mstep: Class 18 contains 45001 members 
Mstep: Class 19 contains 24153 members 
Mstep: Class 20 contains 46621 members 
Mstep: Class 21 contains 45981 members 
Mstep: Class 22 contains 45169 members 
Mstep: Class 23 contains 47012 members 
Mstep: Class 24 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111220784.000000 Penalty: 76057.484375
Iteration 496Q: 24 clusters Score -1.112208e+08 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49859 members 
Mstep: Class 2 contains 51556 members 
Mstep: Class 3 contains 26988 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43174 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 43306 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 43854 members 
Mstep: Class 13 contains 2232 members 
Mstep: Class 14 contains 52961 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 659 members 
Mstep: Class 17 contains 43557 members 
Mstep: Class 18 contains 44971 members 
Mstep: Class 19 contains 24150 members 
Mstep: Class 20 contains 46596 members 
Mstep: Class 21 contains 45906 members 
Mstep: Class 22 contains 45135 members 
Mstep: Class 23 contains 47010 members 
Mstep: Class 24 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111220824.000000 Penalty: 76057.484375
Iteration 497Q: 24 clusters Score -1.112208e+08 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49859 members 
Mstep: Class 2 contains 51507 members 
Mstep: Class 3 contains 27391 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43155 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 43246 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 43847 members 
Mstep: Class 13 contains 2232 members 
Mstep: Class 14 contains 52938 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 660 members 
Mstep: Class 17 contains 43534 members 
Mstep: Class 18 contains 44957 members 
Mstep: Class 19 contains 24148 members 
Mstep: Class 20 contains 46513 members 
Mstep: Class 21 contains 45855 members 
Mstep: Class 22 contains 45123 members 
Mstep: Class 23 contains 46949 members 
Mstep: Class 24 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111221024.000000 Penalty: 76057.484375
Iteration 498Q: 24 clusters Score -1.11221e+08 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49810 members 
Mstep: Class 2 contains 51494 members 
Mstep: Class 3 contains 27776 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43137 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 43188 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 43871 members 
Mstep: Class 13 contains 2231 members 
Mstep: Class 14 contains 52902 members 
Mstep: Class 15 contains 948 members 
Mstep: Class 16 contains 662 members 
Mstep: Class 17 contains 43504 members 
Mstep: Class 18 contains 44943 members 
Mstep: Class 19 contains 24142 members 
Mstep: Class 20 contains 46443 members 
Mstep: Class 21 contains 45801 members 
Mstep: Class 22 contains 45094 members 
Mstep: Class 23 contains 46915 members 
Mstep: Class 24 contains 1524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111221104.000000 Penalty: 76057.484375
Iteration 499Q: 24 clusters Score -1.112211e+08 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 49755 members 
Mstep: Class 2 contains 51469 members 
Mstep: Class 3 contains 28157 members 
Mstep: Class 4 contains 395 members 
Mstep: Class 5 contains 43113 members 
Mstep: Class 6 contains 885 members 
Mstep: Class 7 contains 43143 members 
Mstep: Class 8 contains 608 members 
Mstep: Class 9 contains 999 members 
Mstep: Class 10 contains 590 members 
Mstep: Class 12 contains 43866 members 
Mstep: Class 13 contains 2231 members 
Mstep: Class 14 contains 52860 members 
Mstep: Class 15 contains 949 members 
Mstep: Class 16 contains 664 members 
Mstep: Class 17 contains 43470 members 
Mstep: Class 18 contains 44908 members 
Mstep: Class 19 contains 24137 members 
Mstep: Class 20 contains 46415 members 
Mstep: Class 21 contains 45746 members 
Mstep: Class 22 contains 45064 members 
Mstep: Class 23 contains 46914 members 
Mstep: Class 24 contains 1524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111221064.000000 Penalty: 76057.484375
Iteration 500F: 24 clusters Score -1.112211e+08 nChanged 1713
Maximum iterations exceeded
--- Evaluating fit on full set of 1853663 points ---
Entering Unmasked Estep 
Score: -334487136.000000 Penalty: 82323.976562
24->24 Clusters: Score -334487136.000000, best is -335605280.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 617887 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 25790 members 
Mstep: Class 3 contains 25908 members 
Mstep: Class 4 contains 25719 members 
Mstep: Class 5 contains 25761 members 
Mstep: Class 6 contains 25834 members 
Mstep: Class 7 contains 25846 members 
Mstep: Class 8 contains 25671 members 
Mstep: Class 9 contains 25890 members 
Mstep: Class 10 contains 25995 members 
Mstep: Class 11 contains 26002 members 
Mstep: Class 12 contains 25694 members 
Mstep: Class 13 contains 25541 members 
Mstep: Class 14 contains 25456 members 
Mstep: Class 15 contains 25667 members 
Mstep: Class 16 contains 25832 members 
Mstep: Class 17 contains 25647 members 
Mstep: Class 18 contains 25691 members 
Mstep: Class 19 contains 25839 members 
Mstep: Class 20 contains 25743 members 
Mstep: Class 21 contains 25767 members 
Mstep: Class 22 contains 25797 members 
Mstep: Class 23 contains 25620 members 
Mstep: Class 24 contains 25496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1021.070618 but Gain 3306.843750
Score: -105509824.000000 Penalty: 76057.484375
Iteration 0F: 24 clusters Score -1.055098e+08 nChanged 591530
Entering Unmasked Mstep 
Mstep: Class 0 contains 1738 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 1438 members 
Mstep: Class 3 contains 2970 members 
Mstep: Class 4 contains 79497 members 
Mstep: Class 5 contains 90643 members 
Mstep: Class 6 contains 10861 members 
Mstep: Class 7 contains 2614 members 
Mstep: Class 8 contains 77247 members 
Mstep: Class 10 contains 6263 members 
Mstep: Class 11 contains 4659 members 
Mstep: Class 12 contains 5498 members 
Mstep: Class 13 contains 4302 members 
Mstep: Class 14 contains 25995 members 
Mstep: Class 15 contains 3597 members 
Mstep: Class 16 contains 10528 members 
Mstep: Class 17 contains 32623 members 
Mstep: Class 18 contains 10440 members 
Mstep: Class 19 contains 53468 members 
Mstep: Class 20 contains 15974 members 
Mstep: Class 21 contains 6731 members 
Mstep: Class 22 contains 54744 members 
Mstep: Class 23 contains 38897 members 
Mstep: Class 24 contains 58930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 649.109680 but Gain 3306.851562
Score: -110179144.000000 Penalty: 72750.632812
Iteration 1F: 23 clusters Score -1.101791e+08 nChanged 208456
Entering Unmasked Mstep 
Mstep: Class 0 contains 1318 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 2699 members 
Mstep: Class 3 contains 1029 members 
Mstep: Class 4 contains 95350 members 
Mstep: Class 5 contains 109140 members 
Mstep: Class 6 contains 5373 members 
Mstep: Class 8 contains 72720 members 
Mstep: Class 10 contains 1651 members 
Mstep: Class 11 contains 1588 members 
Mstep: Class 12 contains 2305 members 
Mstep: Class 13 contains 837 members 
Mstep: Class 14 contains 26636 members 
Mstep: Class 15 contains 1022 members 
Mstep: Class 16 contains 4864 members 
Mstep: Class 17 contains 19319 members 
Mstep: Class 18 contains 4126 members 
Mstep: Class 19 contains 53032 members 
Mstep: Class 20 contains 4122 members 
Mstep: Class 21 contains 2542 members 
Mstep: Class 22 contains 63083 members 
Mstep: Class 23 contains 50292 members 
Mstep: Class 24 contains 75679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1420.948242 but Gain 3306.843750
Score: -110511008.000000 Penalty: 69443.789062
Iteration 2F: 22 clusters Score -1.10511e+08 nChanged 161225
Entering Unmasked Mstep 
Mstep: Class 0 contains 804 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 2878 members 
Mstep: Class 3 contains 1141 members 
Mstep: Class 4 contains 81534 members 
Mstep: Class 5 contains 72407 members 
Mstep: Class 6 contains 4172 members 
Mstep: Class 8 contains 77263 members 
Mstep: Class 10 contains 1519 members 
Mstep: Class 11 contains 1316 members 
Mstep: Class 12 contains 3149 members 
Mstep: Class 13 contains 757 members 
Mstep: Class 14 contains 29050 members 
Mstep: Class 16 contains 8036 members 
Mstep: Class 17 contains 21775 members 
Mstep: Class 18 contains 3742 members 
Mstep: Class 19 contains 57882 members 
Mstep: Class 20 contains 4133 members 
Mstep: Class 21 contains 2294 members 
Mstep: Class 22 contains 69597 members 
Mstep: Class 23 contains 66951 members 
Mstep: Class 24 contains 86667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1701.483887 but Gain 3306.851562
Score: -110663776.000000 Penalty: 66136.937500
Iteration 3F: 21 clusters Score -1.106638e+08 nChanged 130873
Entering Unmasked Mstep 
Mstep: Class 0 contains 576 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 2599 members 
Mstep: Class 3 contains 1401 members 
Mstep: Class 4 contains 70349 members 
Mstep: Class 5 contains 77018 members 
Mstep: Class 6 contains 3720 members 
Mstep: Class 8 contains 73009 members 
Mstep: Class 10 contains 1056 members 
Mstep: Class 11 contains 1380 members 
Mstep: Class 12 contains 3269 members 
Mstep: Class 14 contains 32632 members 
Mstep: Class 16 contains 9351 members 
Mstep: Class 17 contains 30003 members 
Mstep: Class 18 contains 3434 members 
Mstep: Class 19 contains 64404 members 
Mstep: Class 20 contains 3853 members 
Mstep: Class 21 contains 2007 members 
Mstep: Class 22 contains 64619 members 
Mstep: Class 23 contains 78026 members 
Mstep: Class 24 contains 71357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2293.773193 but Gain 3306.843750
Score: -110751256.000000 Penalty: 62830.093750
Iteration 4F: 20 clusters Score -1.107513e+08 nChanged 114550
Entering Unmasked Mstep 
Mstep: Class 0 contains 455 members 
Mstep: Class 1 contains 28840 members 
Mstep: Class 2 contains 2329 members 
Mstep: Class 3 contains 1583 members 
Mstep: Class 4 contains 65030 members 
Mstep: Class 5 contains 73930 members 
Mstep: Class 6 contains 3353 members 
Mstep: Class 8 contains 71941 members 
Mstep: Class 10 contains 773 members 
Mstep: Class 11 contains 1551 members 
Mstep: Class 12 contains 2684 members 
Mstep: Class 14 contains 38628 members 
Mstep: Class 16 contains 9511 members 
Mstep: Class 17 contains 40983 members 
Mstep: Class 18 contains 2810 members 
Mstep: Class 19 contains 74105 members 
Mstep: Class 20 contains 2971 members 
Mstep: Class 22 contains 56799 members 
Mstep: Class 23 contains 78096 members 
Mstep: Class 24 contains 61515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1910.089600 but Gain 3306.847656
Score: -110833048.000000 Penalty: 59523.246094
Iteration 5F: 19 clusters Score -1.10833e+08 nChanged 101697
Entering Unmasked Mstep 
Mstep: Class 0 contains 368 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 1899 members 
Mstep: Class 3 contains 1698 members 
Mstep: Class 4 contains 57359 members 
Mstep: Class 5 contains 69663 members 
Mstep: Class 6 contains 2946 members 
Mstep: Class 8 contains 71463 members 
Mstep: Class 10 contains 1026 members 
Mstep: Class 11 contains 1612 members 
Mstep: Class 14 contains 47171 members 
Mstep: Class 16 contains 9776 members 
Mstep: Class 17 contains 52796 members 
Mstep: Class 18 contains 2179 members 
Mstep: Class 19 contains 86024 members 
Mstep: Class 20 contains 2019 members 
Mstep: Class 22 contains 50560 members 
Mstep: Class 23 contains 71077 members 
Mstep: Class 24 contains 52291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1432.099854 but Gain 3306.847656
Score: -110898672.000000 Penalty: 56216.398438
Iteration 6F: 18 clusters Score -1.108987e+08 nChanged 102989
Entering Unmasked Mstep 
Mstep: Class 0 contains 297 members 
Mstep: Class 1 contains 46392 members 
Mstep: Class 2 contains 1814 members 
Mstep: Class 3 contains 1737 members 
Mstep: Class 4 contains 49717 members 
Mstep: Class 5 contains 63791 members 
Mstep: Class 6 contains 2541 members 
Mstep: Class 8 contains 69523 members 
Mstep: Class 10 contains 1051 members 
Mstep: Class 11 contains 1638 members 
Mstep: Class 14 contains 58655 members 
Mstep: Class 16 contains 10329 members 
Mstep: Class 17 contains 63849 members 
Mstep: Class 18 contains 1838 members 
Mstep: Class 19 contains 91723 members 
Mstep: Class 22 contains 45996 members 
Mstep: Class 23 contains 62702 members 
Mstep: Class 24 contains 44294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110934848.000000 Penalty: 56216.398438
Iteration 7F: 18 clusters Score -1.109348e+08 nChanged 95192
Entering Unmasked Mstep 
Mstep: Class 0 contains 245 members 
Mstep: Class 1 contains 62924 members 
Mstep: Class 2 contains 1745 members 
Mstep: Class 3 contains 1762 members 
Mstep: Class 4 contains 44438 members 
Mstep: Class 5 contains 58013 members 
Mstep: Class 6 contains 2321 members 
Mstep: Class 8 contains 68707 members 
Mstep: Class 10 contains 1067 members 
Mstep: Class 11 contains 1639 members 
Mstep: Class 14 contains 67221 members 
Mstep: Class 16 contains 10798 members 
Mstep: Class 17 contains 73656 members 
Mstep: Class 18 contains 1679 members 
Mstep: Class 19 contains 85077 members 
Mstep: Class 22 contains 43138 members 
Mstep: Class 23 contains 53565 members 
Mstep: Class 24 contains 39892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110962160.000000 Penalty: 56216.398438
Iteration 8F: 18 clusters Score -1.109622e+08 nChanged 86227
Entering Unmasked Mstep 
Mstep: Class 0 contains 196 members 
Mstep: Class 1 contains 81514 members 
Mstep: Class 2 contains 1689 members 
Mstep: Class 3 contains 1793 members 
Mstep: Class 4 contains 40921 members 
Mstep: Class 5 contains 54217 members 
Mstep: Class 6 contains 2357 members 
Mstep: Class 8 contains 65451 members 
Mstep: Class 10 contains 1084 members 
Mstep: Class 11 contains 1650 members 
Mstep: Class 14 contains 66226 members 
Mstep: Class 16 contains 11602 members 
Mstep: Class 17 contains 84893 members 
Mstep: Class 18 contains 1559 members 
Mstep: Class 19 contains 77142 members 
Mstep: Class 22 contains 41556 members 
Mstep: Class 23 contains 47404 members 
Mstep: Class 24 contains 36633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110981664.000000 Penalty: 56216.398438
Iteration 9F: 18 clusters Score -1.109817e+08 nChanged 81211
Entering Unmasked Mstep 
Mstep: Class 0 contains 164 members 
Mstep: Class 1 contains 92776 members 
Mstep: Class 2 contains 1639 members 
Mstep: Class 3 contains 1848 members 
Mstep: Class 4 contains 40085 members 
Mstep: Class 5 contains 51635 members 
Mstep: Class 6 contains 2490 members 
Mstep: Class 8 contains 60782 members 
Mstep: Class 10 contains 1093 members 
Mstep: Class 11 contains 1640 members 
Mstep: Class 14 contains 62327 members 
Mstep: Class 16 contains 12968 members 
Mstep: Class 17 contains 95377 members 
Mstep: Class 18 contains 1427 members 
Mstep: Class 19 contains 68617 members 
Mstep: Class 22 contains 41826 members 
Mstep: Class 23 contains 45582 members 
Mstep: Class 24 contains 35611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110975912.000000 Penalty: 56216.398438
Iteration 10F: 18 clusters Score -1.109759e+08 nChanged 72702
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 91384 members 
Mstep: Class 2 contains 1585 members 
Mstep: Class 3 contains 1918 members 
Mstep: Class 4 contains 42876 members 
Mstep: Class 5 contains 49530 members 
Mstep: Class 6 contains 2690 members 
Mstep: Class 8 contains 60230 members 
Mstep: Class 10 contains 1098 members 
Mstep: Class 11 contains 1621 members 
Mstep: Class 14 contains 60129 members 
Mstep: Class 16 contains 15111 members 
Mstep: Class 17 contains 96671 members 
Mstep: Class 18 contains 1374 members 
Mstep: Class 19 contains 65353 members 
Mstep: Class 22 contains 43770 members 
Mstep: Class 23 contains 46245 members 
Mstep: Class 24 contains 36156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -110989728.000000 Penalty: 56216.398438
Iteration 11F: 18 clusters Score -1.109897e+08 nChanged 53108
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 1 contains 86462 members 
Mstep: Class 2 contains 1548 members 
Mstep: Class 3 contains 1984 members 
Mstep: Class 4 contains 47296 members 
Mstep: Class 5 contains 48903 members 
Mstep: Class 6 contains 2985 members 
Mstep: Class 8 contains 58775 members 
Mstep: Class 10 contains 1101 members 
Mstep: Class 11 contains 1603 members 
Mstep: Class 14 contains 58851 members 
Mstep: Class 16 contains 17207 members 
Mstep: Class 17 contains 95615 members 
Mstep: Class 18 contains 1365 members 
Mstep: Class 19 contains 62726 members 
Mstep: Class 22 contains 46547 members 
Mstep: Class 23 contains 47108 members 
Mstep: Class 24 contains 37686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111010136.000000 Penalty: 56216.398438
Iteration 12F: 18 clusters Score -1.110101e+08 nChanged 47242
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 83065 members 
Mstep: Class 2 contains 1498 members 
Mstep: Class 3 contains 2073 members 
Mstep: Class 4 contains 51368 members 
Mstep: Class 5 contains 47970 members 
Mstep: Class 6 contains 3368 members 
Mstep: Class 8 contains 56199 members 
Mstep: Class 10 contains 1104 members 
Mstep: Class 11 contains 1582 members 
Mstep: Class 14 contains 57625 members 
Mstep: Class 16 contains 19034 members 
Mstep: Class 17 contains 94865 members 
Mstep: Class 18 contains 1346 members 
Mstep: Class 19 contains 59086 members 
Mstep: Class 22 contains 49404 members 
Mstep: Class 23 contains 47932 members 
Mstep: Class 24 contains 40251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111029080.000000 Penalty: 56216.398438
Iteration 13F: 18 clusters Score -1.110291e+08 nChanged 42231
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 81116 members 
Mstep: Class 2 contains 1432 members 
Mstep: Class 3 contains 2184 members 
Mstep: Class 4 contains 53820 members 
Mstep: Class 5 contains 47029 members 
Mstep: Class 6 contains 3844 members 
Mstep: Class 8 contains 53415 members 
Mstep: Class 10 contains 1105 members 
Mstep: Class 11 contains 1550 members 
Mstep: Class 14 contains 57111 members 
Mstep: Class 16 contains 20730 members 
Mstep: Class 17 contains 93440 members 
Mstep: Class 18 contains 1305 members 
Mstep: Class 19 contains 55950 members 
Mstep: Class 22 contains 51326 members 
Mstep: Class 23 contains 48598 members 
Mstep: Class 24 contains 43820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111044808.000000 Penalty: 56216.398438
Iteration 14F: 18 clusters Score -1.110448e+08 nChanged 36706
Entering Unmasked Mstep 
Mstep: Class 0 contains 104 members 
Mstep: Class 1 contains 79369 members 
Mstep: Class 2 contains 1379 members 
Mstep: Class 3 contains 2324 members 
Mstep: Class 4 contains 55123 members 
Mstep: Class 5 contains 46112 members 
Mstep: Class 6 contains 4449 members 
Mstep: Class 8 contains 51334 members 
Mstep: Class 10 contains 1109 members 
Mstep: Class 11 contains 1489 members 
Mstep: Class 14 contains 57215 members 
Mstep: Class 16 contains 22231 members 
Mstep: Class 17 contains 91991 members 
Mstep: Class 18 contains 1285 members 
Mstep: Class 19 contains 53071 members 
Mstep: Class 22 contains 51774 members 
Mstep: Class 23 contains 49398 members 
Mstep: Class 24 contains 48130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111056888.000000 Penalty: 56216.398438
Iteration 15F: 18 clusters Score -1.110569e+08 nChanged 33270
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 78267 members 
Mstep: Class 2 contains 1316 members 
Mstep: Class 3 contains 2422 members 
Mstep: Class 4 contains 55416 members 
Mstep: Class 5 contains 45809 members 
Mstep: Class 6 contains 5208 members 
Mstep: Class 8 contains 49567 members 
Mstep: Class 10 contains 1112 members 
Mstep: Class 11 contains 1473 members 
Mstep: Class 14 contains 57544 members 
Mstep: Class 16 contains 23624 members 
Mstep: Class 17 contains 90933 members 
Mstep: Class 18 contains 1259 members 
Mstep: Class 19 contains 50612 members 
Mstep: Class 22 contains 51297 members 
Mstep: Class 23 contains 50320 members 
Mstep: Class 24 contains 51610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111065784.000000 Penalty: 56216.398438
Iteration 16F: 18 clusters Score -1.110658e+08 nChanged 29215
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 77009 members 
Mstep: Class 2 contains 1237 members 
Mstep: Class 3 contains 2501 members 
Mstep: Class 4 contains 55404 members 
Mstep: Class 5 contains 46011 members 
Mstep: Class 6 contains 6087 members 
Mstep: Class 8 contains 48603 members 
Mstep: Class 10 contains 1117 members 
Mstep: Class 11 contains 1496 members 
Mstep: Class 14 contains 58073 members 
Mstep: Class 16 contains 24905 members 
Mstep: Class 17 contains 89473 members 
Mstep: Class 18 contains 1231 members 
Mstep: Class 19 contains 49172 members 
Mstep: Class 22 contains 51034 members 
Mstep: Class 23 contains 51614 members 
Mstep: Class 24 contains 52834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111075128.000000 Penalty: 56216.398438
Iteration 17Q: 18 clusters Score -1.110751e+08 nChanged 25331
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 75722 members 
Mstep: Class 2 contains 1171 members 
Mstep: Class 3 contains 2577 members 
Mstep: Class 4 contains 55313 members 
Mstep: Class 5 contains 46360 members 
Mstep: Class 6 contains 7039 members 
Mstep: Class 8 contains 48369 members 
Mstep: Class 10 contains 1123 members 
Mstep: Class 11 contains 1521 members 
Mstep: Class 14 contains 58523 members 
Mstep: Class 16 contains 26031 members 
Mstep: Class 17 contains 88247 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 48174 members 
Mstep: Class 22 contains 51063 members 
Mstep: Class 23 contains 52784 members 
Mstep: Class 24 contains 52581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111083576.000000 Penalty: 56216.398438
Iteration 18Q: 18 clusters Score -1.110836e+08 nChanged 22490
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 74551 members 
Mstep: Class 2 contains 1158 members 
Mstep: Class 3 contains 2658 members 
Mstep: Class 4 contains 55224 members 
Mstep: Class 5 contains 46836 members 
Mstep: Class 6 contains 8003 members 
Mstep: Class 8 contains 48502 members 
Mstep: Class 10 contains 1136 members 
Mstep: Class 11 contains 1491 members 
Mstep: Class 14 contains 58735 members 
Mstep: Class 16 contains 27038 members 
Mstep: Class 17 contains 87154 members 
Mstep: Class 18 contains 1199 members 
Mstep: Class 19 contains 47487 members 
Mstep: Class 22 contains 51056 members 
Mstep: Class 23 contains 53880 members 
Mstep: Class 24 contains 51697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111090472.000000 Penalty: 56216.398438
Iteration 19Q: 18 clusters Score -1.110905e+08 nChanged 20389
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 73332 members 
Mstep: Class 2 contains 1151 members 
Mstep: Class 3 contains 2699 members 
Mstep: Class 4 contains 55001 members 
Mstep: Class 5 contains 47389 members 
Mstep: Class 6 contains 9003 members 
Mstep: Class 8 contains 48874 members 
Mstep: Class 10 contains 1139 members 
Mstep: Class 11 contains 1497 members 
Mstep: Class 14 contains 58709 members 
Mstep: Class 16 contains 27988 members 
Mstep: Class 17 contains 86173 members 
Mstep: Class 18 contains 1193 members 
Mstep: Class 19 contains 47067 members 
Mstep: Class 22 contains 51194 members 
Mstep: Class 23 contains 54609 members 
Mstep: Class 24 contains 50787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111096808.000000 Penalty: 56216.398438
Iteration 20F: 18 clusters Score -1.110968e+08 nChanged 18674
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 72079 members 
Mstep: Class 2 contains 1033 members 
Mstep: Class 3 contains 2758 members 
Mstep: Class 4 contains 54719 members 
Mstep: Class 5 contains 47995 members 
Mstep: Class 6 contains 10054 members 
Mstep: Class 8 contains 49206 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 1615 members 
Mstep: Class 14 contains 58520 members 
Mstep: Class 16 contains 28839 members 
Mstep: Class 17 contains 85200 members 
Mstep: Class 18 contains 1199 members 
Mstep: Class 19 contains 47011 members 
Mstep: Class 22 contains 51226 members 
Mstep: Class 23 contains 55203 members 
Mstep: Class 24 contains 50013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111102552.000000 Penalty: 56216.398438
Iteration 21Q: 18 clusters Score -1.111026e+08 nChanged 17365
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 70838 members 
Mstep: Class 2 contains 980 members 
Mstep: Class 3 contains 2833 members 
Mstep: Class 4 contains 54501 members 
Mstep: Class 5 contains 48514 members 
Mstep: Class 6 contains 11123 members 
Mstep: Class 8 contains 49633 members 
Mstep: Class 10 contains 1144 members 
Mstep: Class 11 contains 1625 members 
Mstep: Class 14 contains 58253 members 
Mstep: Class 16 contains 29682 members 
Mstep: Class 17 contains 84271 members 
Mstep: Class 18 contains 1204 members 
Mstep: Class 19 contains 47002 members 
Mstep: Class 22 contains 51182 members 
Mstep: Class 23 contains 55567 members 
Mstep: Class 24 contains 49466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111106416.000000 Penalty: 56216.398438
Iteration 22Q: 18 clusters Score -1.111064e+08 nChanged 16168
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 69712 members 
Mstep: Class 2 contains 968 members 
Mstep: Class 3 contains 2888 members 
Mstep: Class 4 contains 54321 members 
Mstep: Class 5 contains 48936 members 
Mstep: Class 6 contains 12226 members 
Mstep: Class 8 contains 49939 members 
Mstep: Class 10 contains 1145 members 
Mstep: Class 11 contains 1586 members 
Mstep: Class 14 contains 57954 members 
Mstep: Class 16 contains 30460 members 
Mstep: Class 17 contains 83436 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 47127 members 
Mstep: Class 22 contains 51006 members 
Mstep: Class 23 contains 55694 members 
Mstep: Class 24 contains 49209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111110016.000000 Penalty: 56216.398438
Iteration 23Q: 18 clusters Score -1.1111e+08 nChanged 15231
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 68363 members 
Mstep: Class 2 contains 960 members 
Mstep: Class 3 contains 2907 members 
Mstep: Class 4 contains 54220 members 
Mstep: Class 5 contains 49278 members 
Mstep: Class 6 contains 13371 members 
Mstep: Class 8 contains 50242 members 
Mstep: Class 10 contains 1145 members 
Mstep: Class 11 contains 1578 members 
Mstep: Class 14 contains 57642 members 
Mstep: Class 16 contains 31161 members 
Mstep: Class 17 contains 82493 members 
Mstep: Class 18 contains 1211 members 
Mstep: Class 19 contains 47383 members 
Mstep: Class 22 contains 50843 members 
Mstep: Class 23 contains 55861 members 
Mstep: Class 24 contains 49160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111113008.000000 Penalty: 56216.398438
Iteration 24Q: 18 clusters Score -1.11113e+08 nChanged 14297
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 66709 members 
Mstep: Class 2 contains 957 members 
Mstep: Class 3 contains 2911 members 
Mstep: Class 4 contains 54148 members 
Mstep: Class 5 contains 49466 members 
Mstep: Class 6 contains 14485 members 
Mstep: Class 8 contains 50519 members 
Mstep: Class 10 contains 1146 members 
Mstep: Class 11 contains 1574 members 
Mstep: Class 14 contains 57401 members 
Mstep: Class 16 contains 31846 members 
Mstep: Class 17 contains 81812 members 
Mstep: Class 18 contains 1215 members 
Mstep: Class 19 contains 47504 members 
Mstep: Class 22 contains 50789 members 
Mstep: Class 23 contains 56085 members 
Mstep: Class 24 contains 49251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111115696.000000 Penalty: 56216.398438
Iteration 25Q: 18 clusters Score -1.111157e+08 nChanged 13373
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 64601 members 
Mstep: Class 2 contains 954 members 
Mstep: Class 3 contains 2918 members 
Mstep: Class 4 contains 54230 members 
Mstep: Class 5 contains 49664 members 
Mstep: Class 6 contains 15634 members 
Mstep: Class 8 contains 50734 members 
Mstep: Class 10 contains 1147 members 
Mstep: Class 11 contains 1573 members 
Mstep: Class 14 contains 57301 members 
Mstep: Class 16 contains 32478 members 
Mstep: Class 17 contains 81243 members 
Mstep: Class 18 contains 1216 members 
Mstep: Class 19 contains 47539 members 
Mstep: Class 22 contains 50803 members 
Mstep: Class 23 contains 56338 members 
Mstep: Class 24 contains 49445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111117752.000000 Penalty: 56216.398438
Iteration 26Q: 18 clusters Score -1.111178e+08 nChanged 12739
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 62357 members 
Mstep: Class 2 contains 954 members 
Mstep: Class 3 contains 2927 members 
Mstep: Class 4 contains 54495 members 
Mstep: Class 5 contains 49744 members 
Mstep: Class 6 contains 16816 members 
Mstep: Class 8 contains 50934 members 
Mstep: Class 10 contains 1147 members 
Mstep: Class 11 contains 1572 members 
Mstep: Class 14 contains 57336 members 
Mstep: Class 16 contains 33074 members 
Mstep: Class 17 contains 80478 members 
Mstep: Class 18 contains 1215 members 
Mstep: Class 19 contains 47669 members 
Mstep: Class 22 contains 50796 members 
Mstep: Class 23 contains 56542 members 
Mstep: Class 24 contains 49762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111119272.000000 Penalty: 56216.398438
Iteration 27Q: 18 clusters Score -1.111193e+08 nChanged 12050
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 60130 members 
Mstep: Class 2 contains 954 members 
Mstep: Class 3 contains 2941 members 
Mstep: Class 4 contains 54836 members 
Mstep: Class 5 contains 49799 members 
Mstep: Class 6 contains 18032 members 
Mstep: Class 8 contains 51063 members 
Mstep: Class 10 contains 1147 members 
Mstep: Class 11 contains 1572 members 
Mstep: Class 14 contains 57369 members 
Mstep: Class 16 contains 33625 members 
Mstep: Class 17 contains 79669 members 
Mstep: Class 18 contains 1221 members 
Mstep: Class 19 contains 47780 members 
Mstep: Class 22 contains 50790 members 
Mstep: Class 23 contains 56808 members 
Mstep: Class 24 contains 50082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111121416.000000 Penalty: 56216.398438
Iteration 28Q: 18 clusters Score -1.111214e+08 nChanged 11283
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 58006 members 
Mstep: Class 2 contains 954 members 
Mstep: Class 3 contains 2949 members 
Mstep: Class 4 contains 55223 members 
Mstep: Class 5 contains 49856 members 
Mstep: Class 6 contains 19283 members 
Mstep: Class 8 contains 51030 members 
Mstep: Class 10 contains 1147 members 
Mstep: Class 11 contains 1572 members 
Mstep: Class 14 contains 57407 members 
Mstep: Class 16 contains 34145 members 
Mstep: Class 17 contains 78858 members 
Mstep: Class 18 contains 1229 members 
Mstep: Class 19 contains 47919 members 
Mstep: Class 22 contains 50761 members 
Mstep: Class 23 contains 57136 members 
Mstep: Class 24 contains 50343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111123256.000000 Penalty: 56216.398438
Iteration 29Q: 18 clusters Score -1.111233e+08 nChanged 10748
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 56160 members 
Mstep: Class 2 contains 954 members 
Mstep: Class 3 contains 2963 members 
Mstep: Class 4 contains 55519 members 
Mstep: Class 5 contains 49836 members 
Mstep: Class 6 contains 20635 members 
Mstep: Class 8 contains 51019 members 
Mstep: Class 10 contains 1147 members 
Mstep: Class 11 contains 1571 members 
Mstep: Class 14 contains 57449 members 
Mstep: Class 16 contains 34660 members 
Mstep: Class 17 contains 78006 members 
Mstep: Class 18 contains 1224 members 
Mstep: Class 19 contains 48096 members 
Mstep: Class 22 contains 50795 members 
Mstep: Class 23 contains 57330 members 
Mstep: Class 24 contains 50454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111124768.000000 Penalty: 56216.398438
Iteration 30Q: 18 clusters Score -1.111248e+08 nChanged 10359
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 54757 members 
Mstep: Class 2 contains 954 members 
Mstep: Class 3 contains 2976 members 
Mstep: Class 4 contains 55689 members 
Mstep: Class 5 contains 49747 members 
Mstep: Class 6 contains 22064 members 
Mstep: Class 8 contains 50988 members 
Mstep: Class 10 contains 1147 members 
Mstep: Class 11 contains 1573 members 
Mstep: Class 14 contains 57357 members 
Mstep: Class 16 contains 35125 members 
Mstep: Class 17 contains 77158 members 
Mstep: Class 18 contains 1218 members 
Mstep: Class 19 contains 48265 members 
Mstep: Class 22 contains 50785 members 
Mstep: Class 23 contains 57469 members 
Mstep: Class 24 contains 50546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111126800.000000 Penalty: 56216.398438
Iteration 31Q: 18 clusters Score -1.111268e+08 nChanged 9800
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 53664 members 
Mstep: Class 2 contains 953 members 
Mstep: Class 3 contains 2995 members 
Mstep: Class 4 contains 55821 members 
Mstep: Class 5 contains 49716 members 
Mstep: Class 6 contains 23570 members 
Mstep: Class 8 contains 50930 members 
Mstep: Class 10 contains 1146 members 
Mstep: Class 11 contains 1575 members 
Mstep: Class 14 contains 57147 members 
Mstep: Class 16 contains 35576 members 
Mstep: Class 17 contains 76293 members 
Mstep: Class 18 contains 1213 members 
Mstep: Class 19 contains 48317 members 
Mstep: Class 22 contains 50739 members 
Mstep: Class 23 contains 57572 members 
Mstep: Class 24 contains 50591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111128352.000000 Penalty: 56216.398438
Iteration 32Q: 18 clusters Score -1.111284e+08 nChanged 9846
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 52700 members 
Mstep: Class 2 contains 953 members 
Mstep: Class 3 contains 3007 members 
Mstep: Class 4 contains 55939 members 
Mstep: Class 5 contains 49684 members 
Mstep: Class 6 contains 25239 members 
Mstep: Class 8 contains 50828 members 
Mstep: Class 10 contains 1146 members 
Mstep: Class 11 contains 1576 members 
Mstep: Class 14 contains 56974 members 
Mstep: Class 16 contains 35991 members 
Mstep: Class 17 contains 75444 members 
Mstep: Class 18 contains 1208 members 
Mstep: Class 19 contains 48353 members 
Mstep: Class 22 contains 50726 members 
Mstep: Class 23 contains 57421 members 
Mstep: Class 24 contains 50629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111130552.000000 Penalty: 56216.398438
Iteration 33Q: 18 clusters Score -1.111306e+08 nChanged 9704
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 51835 members 
Mstep: Class 2 contains 953 members 
Mstep: Class 3 contains 3023 members 
Mstep: Class 4 contains 55989 members 
Mstep: Class 5 contains 49589 members 
Mstep: Class 6 contains 27008 members 
Mstep: Class 8 contains 50694 members 
Mstep: Class 10 contains 1146 members 
Mstep: Class 11 contains 1577 members 
Mstep: Class 14 contains 56761 members 
Mstep: Class 16 contains 36412 members 
Mstep: Class 17 contains 74642 members 
Mstep: Class 18 contains 1207 members 
Mstep: Class 19 contains 48361 members 
Mstep: Class 22 contains 50710 members 
Mstep: Class 23 contains 57215 members 
Mstep: Class 24 contains 50696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111131832.000000 Penalty: 56216.398438
Iteration 34Q: 18 clusters Score -1.111318e+08 nChanged 9545
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 51085 members 
Mstep: Class 2 contains 953 members 
Mstep: Class 3 contains 3037 members 
Mstep: Class 4 contains 56075 members 
Mstep: Class 5 contains 49423 members 
Mstep: Class 6 contains 28876 members 
Mstep: Class 8 contains 50387 members 
Mstep: Class 10 contains 1147 members 
Mstep: Class 11 contains 1578 members 
Mstep: Class 14 contains 56466 members 
Mstep: Class 16 contains 36814 members 
Mstep: Class 17 contains 73972 members 
Mstep: Class 18 contains 1202 members 
Mstep: Class 19 contains 48350 members 
Mstep: Class 22 contains 50708 members 
Mstep: Class 23 contains 57000 members 
Mstep: Class 24 contains 50745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111133552.000000 Penalty: 56216.398438
Iteration 35Q: 18 clusters Score -1.111336e+08 nChanged 9444
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 50327 members 
Mstep: Class 2 contains 953 members 
Mstep: Class 3 contains 3052 members 
Mstep: Class 4 contains 56123 members 
Mstep: Class 5 contains 49259 members 
Mstep: Class 6 contains 30815 members 
Mstep: Class 8 contains 50148 members 
Mstep: Class 10 contains 1147 members 
Mstep: Class 11 contains 1579 members 
Mstep: Class 14 contains 56106 members 
Mstep: Class 16 contains 37142 members 
Mstep: Class 17 contains 73310 members 
Mstep: Class 18 contains 1193 members 
Mstep: Class 19 contains 48443 members 
Mstep: Class 22 contains 50711 members 
Mstep: Class 23 contains 56756 members 
Mstep: Class 24 contains 50754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111135264.000000 Penalty: 56216.398438
Iteration 36Q: 18 clusters Score -1.111353e+08 nChanged 9434
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 49678 members 
Mstep: Class 2 contains 953 members 
Mstep: Class 3 contains 3060 members 
Mstep: Class 4 contains 56123 members 
Mstep: Class 5 contains 49140 members 
Mstep: Class 6 contains 32886 members 
Mstep: Class 8 contains 49894 members 
Mstep: Class 10 contains 1147 members 
Mstep: Class 11 contains 1580 members 
Mstep: Class 14 contains 55670 members 
Mstep: Class 16 contains 37464 members 
Mstep: Class 17 contains 72700 members 
Mstep: Class 18 contains 1188 members 
Mstep: Class 19 contains 48534 members 
Mstep: Class 22 contains 50648 members 
Mstep: Class 23 contains 56416 members 
Mstep: Class 24 contains 50737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111137080.000000 Penalty: 56216.398438
Iteration 37Q: 18 clusters Score -1.111371e+08 nChanged 9482
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 49053 members 
Mstep: Class 2 contains 953 members 
Mstep: Class 3 contains 3071 members 
Mstep: Class 4 contains 56091 members 
Mstep: Class 5 contains 48920 members 
Mstep: Class 6 contains 35086 members 
Mstep: Class 8 contains 49685 members 
Mstep: Class 10 contains 1147 members 
Mstep: Class 11 contains 1580 members 
Mstep: Class 14 contains 55224 members 
Mstep: Class 16 contains 37764 members 
Mstep: Class 17 contains 72059 members 
Mstep: Class 18 contains 1186 members 
Mstep: Class 19 contains 48559 members 
Mstep: Class 22 contains 50569 members 
Mstep: Class 23 contains 56148 members 
Mstep: Class 24 contains 50723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111139112.000000 Penalty: 56216.398438
Iteration 38Q: 18 clusters Score -1.111391e+08 nChanged 9509
Entering ConstructFrom: 
Score: -111139112.000000 Penalty: 56216.398438
Entering ConstructFrom: 
Trying to split cluster 1 (48583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48583 members 
Entering Unmasked Estep 
Score: -8879893.000000 Penalty: 2676.175293
	Iteration 0F: 2 clusters Score -8879893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -8850038.000000 Penalty: 5352.350586
	Iteration 0F: 3 clusters Score -8850038 nChanged 22545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -8862319.000000 Penalty: 5352.350586
	Iteration 1F: 3 clusters Score -8862319 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -8862927.000000 Penalty: 5352.350586
	Iteration 2Q: 3 clusters Score -8862927 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -8863593.000000 Penalty: 5352.350586
	Iteration 3Q: 3 clusters Score -8863593 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -8864511.000000 Penalty: 5352.350586
	Iteration 4Q: 3 clusters Score -8864511 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -8866047.000000 Penalty: 5352.350586
	Iteration 5F: 3 clusters Score -8866047 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -8868558.000000 Penalty: 5352.350586
	Iteration 6F: 3 clusters Score -8868558 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -8872091.000000 Penalty: 5352.350586
	Iteration 7F: 3 clusters Score -8872091 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -8875288.000000 Penalty: 5352.350586
	Iteration 8F: 3 clusters Score -8875288 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -8876958.000000 Penalty: 5352.350586
	Iteration 9F: 3 clusters Score -8876958 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47498 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -8877586.000000 Penalty: 5352.350586
	Iteration 10Q: 3 clusters Score -8877586 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47921 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -8877766.000000 Penalty: 5352.350586
	Iteration 11Q: 3 clusters Score -8877766 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48050 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8877852.000000 Penalty: 5352.350586
	Iteration 12Q: 3 clusters Score -8877852 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48099 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8877892.000000 Penalty: 5352.350586
	Iteration 13Q: 3 clusters Score -8877892 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48124 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -8877941.000000 Penalty: 5352.350586
	Iteration 14Q: 3 clusters Score -8877941 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48148 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -8877982.000000 Penalty: 5352.350586
	Iteration 15Q: 3 clusters Score -8877982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48164 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8877998.000000 Penalty: 5352.350586
	Iteration 16Q: 3 clusters Score -8877998 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48174 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -8878020.000000 Penalty: 5352.350586
	Iteration 17Q: 3 clusters Score -8878020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48170 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8878030.000000 Penalty: 5352.350586
	Iteration 18Q: 3 clusters Score -8878030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48173 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8878039.000000 Penalty: 5352.350586
	Iteration 19Q: 3 clusters Score -8878039 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48176 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -8878057.000000 Penalty: 5352.350586
	Iteration 20F: 3 clusters Score -8878057 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -8878063.000000 Penalty: 5352.350586
	Iteration 21Q: 3 clusters Score -8878063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48185 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -8878073.000000 Penalty: 5352.350586
	Iteration 22Q: 3 clusters Score -8878073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48187 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -8878092.000000 Penalty: 5352.350586
	Iteration 23Q: 3 clusters Score -8878092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48188 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -8878101.000000 Penalty: 5352.350586
	Iteration 24Q: 3 clusters Score -8878101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48193 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -8878109.000000 Penalty: 5352.350586
	Iteration 25Q: 3 clusters Score -8878109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48194 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -8878120.000000 Penalty: 5352.350586
	Iteration 26Q: 3 clusters Score -8878120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48193 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -8878115.000000 Penalty: 5352.350586
	Iteration 27Q: 3 clusters Score -8878115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48194 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -8878119.000000 Penalty: 5352.350586
	Iteration 28Q: 3 clusters Score -8878119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48193 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -8878115.000000 Penalty: 5352.350586
	Iteration 29Q: 3 clusters Score -8878115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48193 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -8878117.000000 Penalty: 5352.350586
	Iteration 30Q: 3 clusters Score -8878117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48191 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8878117.000000 Penalty: 5352.350586
	Iteration 31Q: 3 clusters Score -8878117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48191 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8878117.000000 Penalty: 5352.350586
	Iteration 32F: 3 clusters Score -8878117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -90356.656250 Penalty: 1701.184448
	Iteration 0F: 2 clusters Score -90356.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -88861.335938 Penalty: 3402.368896
	Iteration 0F: 3 clusters Score -88861.34 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -90243.507812 Penalty: 3402.368896
	Iteration 1F: 3 clusters Score -90243.51 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -92326.210938 Penalty: 3402.368896
	Iteration 2F: 3 clusters Score -92326.21 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -94080.679688 Penalty: 3402.368896
	Iteration 3F: 3 clusters Score -94080.68 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -94525.156250 Penalty: 3402.368896
	Iteration 4Q: 3 clusters Score -94525.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -94603.867188 Penalty: 3402.368896
	Iteration 5Q: 3 clusters Score -94603.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -94633.906250 Penalty: 3402.368896
	Iteration 6Q: 3 clusters Score -94633.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -94645.992188 Penalty: 3402.368896
	Iteration 7Q: 3 clusters Score -94645.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -94665.695312 Penalty: 3402.368896
	Iteration 8Q: 3 clusters Score -94665.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -94665.695312 Penalty: 3402.368896
	Iteration 9F: 3 clusters Score -94665.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 48583 members 
Mstep: Class 2 contains 319 members 
Mstep: Class 3 contains 3078 members 
Mstep: Class 4 contains 56040 members 
Mstep: Class 5 contains 48722 members 
Mstep: Class 6 contains 37390 members 
Mstep: Class 7 contains 634 members 
Mstep: Class 8 contains 49432 members 
Mstep: Class 10 contains 1148 members 
Mstep: Class 11 contains 1579 members 
Mstep: Class 14 contains 54721 members 
Mstep: Class 16 contains 38075 members 
Mstep: Class 17 contains 71402 members 
Mstep: Class 18 contains 1184 members 
Mstep: Class 19 contains 48517 members 
Mstep: Class 22 contains 50512 members 
Mstep: Class 23 contains 55914 members 
Mstep: Class 24 contains 50568 members 
Entering Unmasked Estep 
Score: -111142424.000000 Penalty: 59523.246094
Splitting cluster 2 changes total score from -111139112.000000 to -111142424.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 3 (3078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Entering Unmasked Estep 
Score: -510328.156250 Penalty: 1991.944702
	Iteration 0F: 2 clusters Score -510328.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -507166.250000 Penalty: 3983.889404
	Iteration 0F: 3 clusters Score -507166.2 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -508646.312500 Penalty: 3983.889404
	Iteration 1F: 3 clusters Score -508646.3 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -509427.218750 Penalty: 3983.889404
	Iteration 2F: 3 clusters Score -509427.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -510039.812500 Penalty: 3983.889404
	Iteration 3F: 3 clusters Score -510039.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -510551.812500 Penalty: 3983.889404
	Iteration 4F: 3 clusters Score -510551.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -510975.718750 Penalty: 3983.889404
	Iteration 5F: 3 clusters Score -510975.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -511262.375000 Penalty: 3983.889404
	Iteration 6Q: 3 clusters Score -511262.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -511441.718750 Penalty: 3983.889404
	Iteration 7Q: 3 clusters Score -511441.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -511536.125000 Penalty: 3983.889404
	Iteration 8Q: 3 clusters Score -511536.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -511586.250000 Penalty: 3983.889404
	Iteration 9Q: 3 clusters Score -511586.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -511614.656250 Penalty: 3983.889404
	Iteration 10Q: 3 clusters Score -511614.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -511629.093750 Penalty: 3983.889404
	Iteration 11Q: 3 clusters Score -511629.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -511634.312500 Penalty: 3983.889404
	Iteration 12Q: 3 clusters Score -511634.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -511639.843750 Penalty: 3983.889404
	Iteration 13Q: 3 clusters Score -511639.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -511645.875000 Penalty: 3983.889404
	Iteration 14Q: 3 clusters Score -511645.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -511649.531250 Penalty: 3983.889404
	Iteration 15Q: 3 clusters Score -511649.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -511649.843750 Penalty: 3983.889404
	Iteration 16Q: 3 clusters Score -511649.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -511649.843750 Penalty: 3983.889404
	Iteration 17F: 3 clusters Score -511649.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 48583 members 
Mstep: Class 2 contains 319 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 56040 members 
Mstep: Class 5 contains 48722 members 
Mstep: Class 6 contains 37390 members 
Mstep: Class 7 contains 634 members 
Mstep: Class 8 contains 49432 members 
Mstep: Class 9 contains 1077 members 
Mstep: Class 10 contains 1148 members 
Mstep: Class 11 contains 1579 members 
Mstep: Class 14 contains 54721 members 
Mstep: Class 16 contains 38075 members 
Mstep: Class 17 contains 71402 members 
Mstep: Class 18 contains 1184 members 
Mstep: Class 19 contains 48517 members 
Mstep: Class 22 contains 50512 members 
Mstep: Class 23 contains 55914 members 
Mstep: Class 24 contains 50568 members 
Entering Unmasked Estep 
Score: -111142272.000000 Penalty: 62830.093750
Splitting cluster 3 changes total score from -111139112.000000 to -111142272.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 4 (56040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56040 members 
Entering Unmasked Estep 
Score: -10237351.000000 Penalty: 2711.587646
	Iteration 0F: 2 clusters Score -1.023735e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -10205469.000000 Penalty: 5423.175293
	Iteration 0F: 3 clusters Score -1.020547e+07 nChanged 25981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -10219825.000000 Penalty: 5423.175293
	Iteration 1F: 3 clusters Score -1.021982e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -10220477.000000 Penalty: 5423.175293
	Iteration 2Q: 3 clusters Score -1.022048e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -10221012.000000 Penalty: 5423.175293
	Iteration 3Q: 3 clusters Score -1.022101e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28899 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -10221635.000000 Penalty: 5423.175293
	Iteration 4Q: 3 clusters Score -1.022164e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -10222241.000000 Penalty: 5423.175293
	Iteration 5Q: 3 clusters Score -1.022224e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 26115 members 
Entering Unmasked Estep 
Score: -10223091.000000 Penalty: 5423.175293
	Iteration 6Q: 3 clusters Score -1.022309e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 25283 members 
Entering Unmasked Estep 
Score: -10224380.000000 Penalty: 5423.175293
	Iteration 7Q: 3 clusters Score -1.022438e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -10226287.000000 Penalty: 5423.175293
	Iteration 8F: 3 clusters Score -1.022629e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -10228869.000000 Penalty: 5423.175293
	Iteration 9F: 3 clusters Score -1.022887e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34776 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -10231503.000000 Penalty: 5423.175293
	Iteration 10F: 3 clusters Score -1.02315e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -10233324.000000 Penalty: 5423.175293
	Iteration 11F: 3 clusters Score -1.023332e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -10234221.000000 Penalty: 5423.175293
	Iteration 12Q: 3 clusters Score -1.023422e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -10234690.000000 Penalty: 5423.175293
	Iteration 13Q: 3 clusters Score -1.023469e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -10235013.000000 Penalty: 5423.175293
	Iteration 14Q: 3 clusters Score -1.023501e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -10235261.000000 Penalty: 5423.175293
	Iteration 15Q: 3 clusters Score -1.023526e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -10235575.000000 Penalty: 5423.175293
	Iteration 16Q: 3 clusters Score -1.023558e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -10235918.000000 Penalty: 5423.175293
	Iteration 17Q: 3 clusters Score -1.023592e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41542 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -10236095.000000 Penalty: 5423.175293
	Iteration 18Q: 3 clusters Score -1.02361e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42296 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -10236399.000000 Penalty: 5423.175293
	Iteration 19Q: 3 clusters Score -1.02364e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43080 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -10236556.000000 Penalty: 5423.175293
	Iteration 20F: 3 clusters Score -1.023656e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43822 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -10236801.000000 Penalty: 5423.175293
	Iteration 21Q: 3 clusters Score -1.02368e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -10237003.000000 Penalty: 5423.175293
	Iteration 22Q: 3 clusters Score -1.0237e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45232 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -10237058.000000 Penalty: 5423.175293
	Iteration 23Q: 3 clusters Score -1.023706e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45964 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -10237129.000000 Penalty: 5423.175293
	Iteration 24Q: 3 clusters Score -1.023713e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46683 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -10237151.000000 Penalty: 5423.175293
	Iteration 25Q: 3 clusters Score -1.023715e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47374 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -10237205.000000 Penalty: 5423.175293
	Iteration 26Q: 3 clusters Score -1.02372e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48041 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -10237171.000000 Penalty: 5423.175293
	Iteration 27Q: 3 clusters Score -1.023717e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48680 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -10237094.000000 Penalty: 5423.175293
	Iteration 28Q: 3 clusters Score -1.023709e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49203 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -10236989.000000 Penalty: 5423.175293
	Iteration 29Q: 3 clusters Score -1.023699e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49684 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -10236917.000000 Penalty: 5423.175293
	Iteration 30Q: 3 clusters Score -1.023692e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50148 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -10236896.000000 Penalty: 5423.175293
	Iteration 31Q: 3 clusters Score -1.02369e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50589 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -10236836.000000 Penalty: 5423.175293
	Iteration 32Q: 3 clusters Score -1.023684e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50996 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -10236781.000000 Penalty: 5423.175293
	Iteration 33Q: 3 clusters Score -1.023678e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51348 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -10236718.000000 Penalty: 5423.175293
	Iteration 34Q: 3 clusters Score -1.023672e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51663 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -10236608.000000 Penalty: 5423.175293
	Iteration 35Q: 3 clusters Score -1.023661e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51946 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -10236534.000000 Penalty: 5423.175293
	Iteration 36Q: 3 clusters Score -1.023653e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52199 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -10236470.000000 Penalty: 5423.175293
	Iteration 37Q: 3 clusters Score -1.023647e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52441 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -10236407.000000 Penalty: 5423.175293
	Iteration 38Q: 3 clusters Score -1.023641e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52664 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -10236376.000000 Penalty: 5423.175293
	Iteration 39Q: 3 clusters Score -1.023638e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52863 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -10236347.000000 Penalty: 5423.175293
	Iteration 40F: 3 clusters Score -1.023635e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53031 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -10236347.000000 Penalty: 5423.175293
	Iteration 41Q: 3 clusters Score -1.023635e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53180 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -10236306.000000 Penalty: 5423.175293
	Iteration 42Q: 3 clusters Score -1.023631e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53301 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -10236271.000000 Penalty: 5423.175293
	Iteration 43Q: 3 clusters Score -1.023627e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53404 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -10236244.000000 Penalty: 5423.175293
	Iteration 44Q: 3 clusters Score -1.023624e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53493 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -10236198.000000 Penalty: 5423.175293
	Iteration 45Q: 3 clusters Score -1.02362e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53574 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -10236187.000000 Penalty: 5423.175293
	Iteration 46Q: 3 clusters Score -1.023619e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53637 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -10236170.000000 Penalty: 5423.175293
	Iteration 47Q: 3 clusters Score -1.023617e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53708 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -10236168.000000 Penalty: 5423.175293
	Iteration 48Q: 3 clusters Score -1.023617e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53763 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -10236144.000000 Penalty: 5423.175293
	Iteration 49Q: 3 clusters Score -1.023614e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53818 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -10236130.000000 Penalty: 5423.175293
	Iteration 50Q: 3 clusters Score -1.023613e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53871 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -10236117.000000 Penalty: 5423.175293
	Iteration 51Q: 3 clusters Score -1.023612e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53916 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -10236116.000000 Penalty: 5423.175293
	Iteration 52Q: 3 clusters Score -1.023612e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53958 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -10236098.000000 Penalty: 5423.175293
	Iteration 53Q: 3 clusters Score -1.02361e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54002 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -10236106.000000 Penalty: 5423.175293
	Iteration 54Q: 3 clusters Score -1.023611e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54042 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -10236095.000000 Penalty: 5423.175293
	Iteration 55Q: 3 clusters Score -1.02361e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54077 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -10236099.000000 Penalty: 5423.175293
	Iteration 56Q: 3 clusters Score -1.02361e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54110 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -10236090.000000 Penalty: 5423.175293
	Iteration 57Q: 3 clusters Score -1.023609e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54143 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -10236096.000000 Penalty: 5423.175293
	Iteration 58Q: 3 clusters Score -1.02361e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54170 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -10236105.000000 Penalty: 5423.175293
	Iteration 59Q: 3 clusters Score -1.02361e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54197 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -10236117.000000 Penalty: 5423.175293
	Iteration 60F: 3 clusters Score -1.023612e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54219 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -10236118.000000 Penalty: 5423.175293
	Iteration 61Q: 3 clusters Score -1.023612e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54241 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -10236112.000000 Penalty: 5423.175293
	Iteration 62Q: 3 clusters Score -1.023611e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54257 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -10236113.000000 Penalty: 5423.175293
	Iteration 63Q: 3 clusters Score -1.023611e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54277 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -10236109.000000 Penalty: 5423.175293
	Iteration 64Q: 3 clusters Score -1.023611e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54298 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -10236081.000000 Penalty: 5423.175293
	Iteration 65Q: 3 clusters Score -1.023608e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54315 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -10236082.000000 Penalty: 5423.175293
	Iteration 66Q: 3 clusters Score -1.023608e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54332 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -10236072.000000 Penalty: 5423.175293
	Iteration 67Q: 3 clusters Score -1.023607e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54349 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -10236065.000000 Penalty: 5423.175293
	Iteration 68Q: 3 clusters Score -1.023606e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54368 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -10236066.000000 Penalty: 5423.175293
	Iteration 69Q: 3 clusters Score -1.023607e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54388 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -10236049.000000 Penalty: 5423.175293
	Iteration 70Q: 3 clusters Score -1.023605e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54410 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -10236059.000000 Penalty: 5423.175293
	Iteration 71Q: 3 clusters Score -1.023606e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54431 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -10236056.000000 Penalty: 5423.175293
	Iteration 72Q: 3 clusters Score -1.023606e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54454 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -10236068.000000 Penalty: 5423.175293
	Iteration 73Q: 3 clusters Score -1.023607e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54475 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -10236058.000000 Penalty: 5423.175293
	Iteration 74Q: 3 clusters Score -1.023606e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54491 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -10236063.000000 Penalty: 5423.175293
	Iteration 75Q: 3 clusters Score -1.023606e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54503 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -10236054.000000 Penalty: 5423.175293
	Iteration 76Q: 3 clusters Score -1.023605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54509 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -10236043.000000 Penalty: 5423.175293
	Iteration 77Q: 3 clusters Score -1.023604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54511 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -10236053.000000 Penalty: 5423.175293
	Iteration 78Q: 3 clusters Score -1.023605e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54517 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -10236054.000000 Penalty: 5423.175293
	Iteration 79Q: 3 clusters Score -1.023605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54522 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -10236049.000000 Penalty: 5423.175293
	Iteration 80F: 3 clusters Score -1.023605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54527 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -10236046.000000 Penalty: 5423.175293
	Iteration 81Q: 3 clusters Score -1.023605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54532 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -10236045.000000 Penalty: 5423.175293
	Iteration 82Q: 3 clusters Score -1.023604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54536 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -10236044.000000 Penalty: 5423.175293
	Iteration 83Q: 3 clusters Score -1.023604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54540 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -10236040.000000 Penalty: 5423.175293
	Iteration 84Q: 3 clusters Score -1.023604e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54547 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -10236050.000000 Penalty: 5423.175293
	Iteration 85Q: 3 clusters Score -1.023605e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54560 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -10236049.000000 Penalty: 5423.175293
	Iteration 86Q: 3 clusters Score -1.023605e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54569 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -10236058.000000 Penalty: 5423.175293
	Iteration 87Q: 3 clusters Score -1.023606e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54577 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -10236062.000000 Penalty: 5423.175293
	Iteration 88Q: 3 clusters Score -1.023606e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54583 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -10236059.000000 Penalty: 5423.175293
	Iteration 89Q: 3 clusters Score -1.023606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54593 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -10236047.000000 Penalty: 5423.175293
	Iteration 90Q: 3 clusters Score -1.023605e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54607 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -10236025.000000 Penalty: 5423.175293
	Iteration 91Q: 3 clusters Score -1.023602e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54626 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -10236027.000000 Penalty: 5423.175293
	Iteration 92Q: 3 clusters Score -1.023603e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54637 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -10236019.000000 Penalty: 5423.175293
	Iteration 93Q: 3 clusters Score -1.023602e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54643 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -10236025.000000 Penalty: 5423.175293
	Iteration 94Q: 3 clusters Score -1.023602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54648 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -10236031.000000 Penalty: 5423.175293
	Iteration 95Q: 3 clusters Score -1.023603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54654 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -10236021.000000 Penalty: 5423.175293
	Iteration 96Q: 3 clusters Score -1.023602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54655 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -10236019.000000 Penalty: 5423.175293
	Iteration 97Q: 3 clusters Score -1.023602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54657 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -10236024.000000 Penalty: 5423.175293
	Iteration 98Q: 3 clusters Score -1.023602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54660 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -10236017.000000 Penalty: 5423.175293
	Iteration 99Q: 3 clusters Score -1.023602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54664 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -10236022.000000 Penalty: 5423.175293
	Iteration 100F: 3 clusters Score -1.023602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54668 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -10236024.000000 Penalty: 5423.175293
	Iteration 101Q: 3 clusters Score -1.023602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54672 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -10236029.000000 Penalty: 5423.175293
	Iteration 102Q: 3 clusters Score -1.023603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54676 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -10236024.000000 Penalty: 5423.175293
	Iteration 103Q: 3 clusters Score -1.023602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54681 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -10236006.000000 Penalty: 5423.175293
	Iteration 104Q: 3 clusters Score -1.023601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54683 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -10236011.000000 Penalty: 5423.175293
	Iteration 105Q: 3 clusters Score -1.023601e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54684 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -10236008.000000 Penalty: 5423.175293
	Iteration 106Q: 3 clusters Score -1.023601e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54684 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -10236008.000000 Penalty: 5423.175293
	Iteration 107F: 3 clusters Score -1.023601e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (48722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48722 members 
Entering Unmasked Estep 
Score: -8939714.000000 Penalty: 2676.883789
	Iteration 0F: 2 clusters Score -8939714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -8911818.000000 Penalty: 5353.767578
	Iteration 0F: 3 clusters Score -8911818 nChanged 22429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24650 members 
Mstep: Class 2 contains 24072 members 
Entering Unmasked Estep 
Score: -8924047.000000 Penalty: 5353.767578
	Iteration 1F: 3 clusters Score -8924047 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -8924485.000000 Penalty: 5353.767578
	Iteration 2Q: 3 clusters Score -8924485 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -8925017.000000 Penalty: 5353.767578
	Iteration 3Q: 3 clusters Score -8925017 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 23882 members 
Entering Unmasked Estep 
Score: -8925607.000000 Penalty: 5353.767578
	Iteration 4Q: 3 clusters Score -8925607 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 23860 members 
Entering Unmasked Estep 
Score: -8926466.000000 Penalty: 5353.767578
	Iteration 5Q: 3 clusters Score -8926466 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -8927452.000000 Penalty: 5353.767578
	Iteration 6Q: 3 clusters Score -8927452 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -8928769.000000 Penalty: 5353.767578
	Iteration 7Q: 3 clusters Score -8928769 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -8930307.000000 Penalty: 5353.767578
	Iteration 8F: 3 clusters Score -8930307 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -8932061.000000 Penalty: 5353.767578
	Iteration 9F: 3 clusters Score -8932061 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -8934139.000000 Penalty: 5353.767578
	Iteration 10F: 3 clusters Score -8934139 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19519 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -8936163.000000 Penalty: 5353.767578
	Iteration 11F: 3 clusters Score -8936163 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -8937887.000000 Penalty: 5353.767578
	Iteration 12F: 3 clusters Score -8937887 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -8938850.000000 Penalty: 5353.767578
	Iteration 13Q: 3 clusters Score -8938850 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -8939336.000000 Penalty: 5353.767578
	Iteration 14Q: 3 clusters Score -8939336 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -8939684.000000 Penalty: 5353.767578
	Iteration 15Q: 3 clusters Score -8939684 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 33278 members 
Entering Unmasked Estep 
Score: -8939956.000000 Penalty: 5353.767578
	Iteration 16Q: 3 clusters Score -8939956 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -8940146.000000 Penalty: 5353.767578
	Iteration 17Q: 3 clusters Score -8940146 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 34064 members 
Entering Unmasked Estep 
Score: -8940318.000000 Penalty: 5353.767578
	Iteration 18Q: 3 clusters Score -8940318 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -8940482.000000 Penalty: 5353.767578
	Iteration 19Q: 3 clusters Score -8940482 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 34810 members 
Entering Unmasked Estep 
Score: -8940600.000000 Penalty: 5353.767578
	Iteration 20F: 3 clusters Score -8940600 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -8940714.000000 Penalty: 5353.767578
	Iteration 21Q: 3 clusters Score -8940714 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 35389 members 
Entering Unmasked Estep 
Score: -8940778.000000 Penalty: 5353.767578
	Iteration 22Q: 3 clusters Score -8940778 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -8940847.000000 Penalty: 5353.767578
	Iteration 23Q: 3 clusters Score -8940847 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -8940886.000000 Penalty: 5353.767578
	Iteration 24Q: 3 clusters Score -8940886 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -8940930.000000 Penalty: 5353.767578
	Iteration 25Q: 3 clusters Score -8940930 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -8940956.000000 Penalty: 5353.767578
	Iteration 26Q: 3 clusters Score -8940956 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -8941002.000000 Penalty: 5353.767578
	Iteration 27Q: 3 clusters Score -8941002 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 36676 members 
Entering Unmasked Estep 
Score: -8941048.000000 Penalty: 5353.767578
	Iteration 28Q: 3 clusters Score -8941048 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 36859 members 
Entering Unmasked Estep 
Score: -8941061.000000 Penalty: 5353.767578
	Iteration 29Q: 3 clusters Score -8941061 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 37043 members 
Entering Unmasked Estep 
Score: -8941094.000000 Penalty: 5353.767578
	Iteration 30Q: 3 clusters Score -8941094 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -8941107.000000 Penalty: 5353.767578
	Iteration 31Q: 3 clusters Score -8941107 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -8941124.000000 Penalty: 5353.767578
	Iteration 32Q: 3 clusters Score -8941124 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -8941142.000000 Penalty: 5353.767578
	Iteration 33Q: 3 clusters Score -8941142 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 37644 members 
Entering Unmasked Estep 
Score: -8941161.000000 Penalty: 5353.767578
	Iteration 34Q: 3 clusters Score -8941161 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -8941192.000000 Penalty: 5353.767578
	Iteration 35Q: 3 clusters Score -8941192 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -8941221.000000 Penalty: 5353.767578
	Iteration 36Q: 3 clusters Score -8941221 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 38112 members 
Entering Unmasked Estep 
Score: -8941257.000000 Penalty: 5353.767578
	Iteration 37Q: 3 clusters Score -8941257 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 38275 members 
Entering Unmasked Estep 
Score: -8941272.000000 Penalty: 5353.767578
	Iteration 38Q: 3 clusters Score -8941272 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -8941310.000000 Penalty: 5353.767578
	Iteration 39Q: 3 clusters Score -8941310 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -8941342.000000 Penalty: 5353.767578
	Iteration 40F: 3 clusters Score -8941342 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -8941359.000000 Penalty: 5353.767578
	Iteration 41Q: 3 clusters Score -8941359 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 38974 members 
Entering Unmasked Estep 
Score: -8941395.000000 Penalty: 5353.767578
	Iteration 42Q: 3 clusters Score -8941395 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -8941419.000000 Penalty: 5353.767578
	Iteration 43Q: 3 clusters Score -8941419 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -8941463.000000 Penalty: 5353.767578
	Iteration 44Q: 3 clusters Score -8941463 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 39609 members 
Entering Unmasked Estep 
Score: -8941497.000000 Penalty: 5353.767578
	Iteration 45Q: 3 clusters Score -8941497 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 39830 members 
Entering Unmasked Estep 
Score: -8941531.000000 Penalty: 5353.767578
	Iteration 46Q: 3 clusters Score -8941531 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 40032 members 
Entering Unmasked Estep 
Score: -8941546.000000 Penalty: 5353.767578
	Iteration 47Q: 3 clusters Score -8941546 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -8941621.000000 Penalty: 5353.767578
	Iteration 48Q: 3 clusters Score -8941621 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 40405 members 
Entering Unmasked Estep 
Score: -8941654.000000 Penalty: 5353.767578
	Iteration 49Q: 3 clusters Score -8941654 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -8941694.000000 Penalty: 5353.767578
	Iteration 50Q: 3 clusters Score -8941694 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -8941728.000000 Penalty: 5353.767578
	Iteration 51Q: 3 clusters Score -8941728 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -8941726.000000 Penalty: 5353.767578
	Iteration 52Q: 3 clusters Score -8941726 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 41242 members 
Entering Unmasked Estep 
Score: -8941752.000000 Penalty: 5353.767578
	Iteration 53Q: 3 clusters Score -8941752 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -8941776.000000 Penalty: 5353.767578
	Iteration 54Q: 3 clusters Score -8941776 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -8941740.000000 Penalty: 5353.767578
	Iteration 55Q: 3 clusters Score -8941740 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 42217 members 
Entering Unmasked Estep 
Score: -8941765.000000 Penalty: 5353.767578
	Iteration 56Q: 3 clusters Score -8941765 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -8941743.000000 Penalty: 5353.767578
	Iteration 57Q: 3 clusters Score -8941743 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 42976 members 
Entering Unmasked Estep 
Score: -8941723.000000 Penalty: 5353.767578
	Iteration 58Q: 3 clusters Score -8941723 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 43349 members 
Entering Unmasked Estep 
Score: -8941613.000000 Penalty: 5353.767578
	Iteration 59Q: 3 clusters Score -8941613 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -8941481.000000 Penalty: 5353.767578
	Iteration 60F: 3 clusters Score -8941481 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 44072 members 
Entering Unmasked Estep 
Score: -8941349.000000 Penalty: 5353.767578
	Iteration 61Q: 3 clusters Score -8941349 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 44407 members 
Entering Unmasked Estep 
Score: -8941154.000000 Penalty: 5353.767578
	Iteration 62Q: 3 clusters Score -8941154 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 44692 members 
Entering Unmasked Estep 
Score: -8941013.000000 Penalty: 5353.767578
	Iteration 63Q: 3 clusters Score -8941013 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -8940897.000000 Penalty: 5353.767578
	Iteration 64Q: 3 clusters Score -8940897 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 45225 members 
Entering Unmasked Estep 
Score: -8940720.000000 Penalty: 5353.767578
	Iteration 65Q: 3 clusters Score -8940720 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 45446 members 
Entering Unmasked Estep 
Score: -8940585.000000 Penalty: 5353.767578
	Iteration 66Q: 3 clusters Score -8940585 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 45623 members 
Entering Unmasked Estep 
Score: -8940470.000000 Penalty: 5353.767578
	Iteration 67Q: 3 clusters Score -8940470 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 45788 members 
Entering Unmasked Estep 
Score: -8940357.000000 Penalty: 5353.767578
	Iteration 68Q: 3 clusters Score -8940357 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 45911 members 
Entering Unmasked Estep 
Score: -8940277.000000 Penalty: 5353.767578
	Iteration 69Q: 3 clusters Score -8940277 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 46011 members 
Entering Unmasked Estep 
Score: -8940194.000000 Penalty: 5353.767578
	Iteration 70Q: 3 clusters Score -8940194 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 46094 members 
Entering Unmasked Estep 
Score: -8940166.000000 Penalty: 5353.767578
	Iteration 71Q: 3 clusters Score -8940166 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -8940102.000000 Penalty: 5353.767578
	Iteration 72Q: 3 clusters Score -8940102 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 46245 members 
Entering Unmasked Estep 
Score: -8940064.000000 Penalty: 5353.767578
	Iteration 73Q: 3 clusters Score -8940064 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 46306 members 
Entering Unmasked Estep 
Score: -8940047.000000 Penalty: 5353.767578
	Iteration 74Q: 3 clusters Score -8940047 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 46365 members 
Entering Unmasked Estep 
Score: -8940019.000000 Penalty: 5353.767578
	Iteration 75Q: 3 clusters Score -8940019 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 46421 members 
Entering Unmasked Estep 
Score: -8939985.000000 Penalty: 5353.767578
	Iteration 76Q: 3 clusters Score -8939985 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 46478 members 
Entering Unmasked Estep 
Score: -8939940.000000 Penalty: 5353.767578
	Iteration 77Q: 3 clusters Score -8939940 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 46517 members 
Entering Unmasked Estep 
Score: -8939912.000000 Penalty: 5353.767578
	Iteration 78Q: 3 clusters Score -8939912 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 46557 members 
Entering Unmasked Estep 
Score: -8939892.000000 Penalty: 5353.767578
	Iteration 79Q: 3 clusters Score -8939892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 46586 members 
Entering Unmasked Estep 
Score: -8939877.000000 Penalty: 5353.767578
	Iteration 80F: 3 clusters Score -8939877 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -8939859.000000 Penalty: 5353.767578
	Iteration 81Q: 3 clusters Score -8939859 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 46647 members 
Entering Unmasked Estep 
Score: -8939844.000000 Penalty: 5353.767578
	Iteration 82Q: 3 clusters Score -8939844 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 46685 members 
Entering Unmasked Estep 
Score: -8939815.000000 Penalty: 5353.767578
	Iteration 83Q: 3 clusters Score -8939815 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 46719 members 
Entering Unmasked Estep 
Score: -8939797.000000 Penalty: 5353.767578
	Iteration 84Q: 3 clusters Score -8939797 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 46756 members 
Entering Unmasked Estep 
Score: -8939769.000000 Penalty: 5353.767578
	Iteration 85Q: 3 clusters Score -8939769 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 46791 members 
Entering Unmasked Estep 
Score: -8939752.000000 Penalty: 5353.767578
	Iteration 86Q: 3 clusters Score -8939752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 46814 members 
Entering Unmasked Estep 
Score: -8939742.000000 Penalty: 5353.767578
	Iteration 87Q: 3 clusters Score -8939742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 46832 members 
Entering Unmasked Estep 
Score: -8939746.000000 Penalty: 5353.767578
	Iteration 88Q: 3 clusters Score -8939746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 46853 members 
Entering Unmasked Estep 
Score: -8939737.000000 Penalty: 5353.767578
	Iteration 89Q: 3 clusters Score -8939737 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 46878 members 
Entering Unmasked Estep 
Score: -8939693.000000 Penalty: 5353.767578
	Iteration 90Q: 3 clusters Score -8939693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 46898 members 
Entering Unmasked Estep 
Score: -8939679.000000 Penalty: 5353.767578
	Iteration 91Q: 3 clusters Score -8939679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 46913 members 
Entering Unmasked Estep 
Score: -8939658.000000 Penalty: 5353.767578
	Iteration 92Q: 3 clusters Score -8939658 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 46923 members 
Entering Unmasked Estep 
Score: -8939654.000000 Penalty: 5353.767578
	Iteration 93Q: 3 clusters Score -8939654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 46933 members 
Entering Unmasked Estep 
Score: -8939660.000000 Penalty: 5353.767578
	Iteration 94Q: 3 clusters Score -8939660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 46940 members 
Entering Unmasked Estep 
Score: -8939657.000000 Penalty: 5353.767578
	Iteration 95Q: 3 clusters Score -8939657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 46946 members 
Entering Unmasked Estep 
Score: -8939653.000000 Penalty: 5353.767578
	Iteration 96Q: 3 clusters Score -8939653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 46950 members 
Entering Unmasked Estep 
Score: -8939641.000000 Penalty: 5353.767578
	Iteration 97Q: 3 clusters Score -8939641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 46953 members 
Entering Unmasked Estep 
Score: -8939638.000000 Penalty: 5353.767578
	Iteration 98Q: 3 clusters Score -8939638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 46959 members 
Entering Unmasked Estep 
Score: -8939638.000000 Penalty: 5353.767578
	Iteration 99Q: 3 clusters Score -8939638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 46964 members 
Entering Unmasked Estep 
Score: -8939636.000000 Penalty: 5353.767578
	Iteration 100F: 3 clusters Score -8939636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 46968 members 
Entering Unmasked Estep 
Score: -8939631.000000 Penalty: 5353.767578
	Iteration 101Q: 3 clusters Score -8939631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 46972 members 
Entering Unmasked Estep 
Score: -8939634.000000 Penalty: 5353.767578
	Iteration 102Q: 3 clusters Score -8939634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 46976 members 
Entering Unmasked Estep 
Score: -8939628.000000 Penalty: 5353.767578
	Iteration 103Q: 3 clusters Score -8939628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 46981 members 
Entering Unmasked Estep 
Score: -8939629.000000 Penalty: 5353.767578
	Iteration 104Q: 3 clusters Score -8939629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 46987 members 
Entering Unmasked Estep 
Score: -8939629.000000 Penalty: 5353.767578
	Iteration 105Q: 3 clusters Score -8939629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 46988 members 
Entering Unmasked Estep 
Score: -8939637.000000 Penalty: 5353.767578
	Iteration 106Q: 3 clusters Score -8939637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 46993 members 
Entering Unmasked Estep 
Score: -8939624.000000 Penalty: 5353.767578
	Iteration 107Q: 3 clusters Score -8939624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 46999 members 
Entering Unmasked Estep 
Score: -8939627.000000 Penalty: 5353.767578
	Iteration 108Q: 3 clusters Score -8939627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 47006 members 
Entering Unmasked Estep 
Score: -8939614.000000 Penalty: 5353.767578
	Iteration 109Q: 3 clusters Score -8939614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 47011 members 
Entering Unmasked Estep 
Score: -8939611.000000 Penalty: 5353.767578
	Iteration 110Q: 3 clusters Score -8939611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 47015 members 
Entering Unmasked Estep 
Score: -8939614.000000 Penalty: 5353.767578
	Iteration 111Q: 3 clusters Score -8939614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 47019 members 
Entering Unmasked Estep 
Score: -8939615.000000 Penalty: 5353.767578
	Iteration 112Q: 3 clusters Score -8939615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 47024 members 
Entering Unmasked Estep 
Score: -8939621.000000 Penalty: 5353.767578
	Iteration 113Q: 3 clusters Score -8939621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 47028 members 
Entering Unmasked Estep 
Score: -8939612.000000 Penalty: 5353.767578
	Iteration 114Q: 3 clusters Score -8939612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 47030 members 
Entering Unmasked Estep 
Score: -8939596.000000 Penalty: 5353.767578
	Iteration 115Q: 3 clusters Score -8939596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 47034 members 
Entering Unmasked Estep 
Score: -8939592.000000 Penalty: 5353.767578
	Iteration 116Q: 3 clusters Score -8939592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 47034 members 
Entering Unmasked Estep 
Score: -8939592.000000 Penalty: 5353.767578
	Iteration 117F: 3 clusters Score -8939592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (37390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37390 members 
Entering Unmasked Estep 
Score: -6839964.000000 Penalty: 2611.231445
	Iteration 0F: 2 clusters Score -6839964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -6814685.500000 Penalty: 5222.462891
	Iteration 0F: 3 clusters Score -6814686 nChanged 16974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -6824043.500000 Penalty: 5222.462891
	Iteration 1F: 3 clusters Score -6824044 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -6824586.500000 Penalty: 5222.462891
	Iteration 2Q: 3 clusters Score -6824586 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -6825048.000000 Penalty: 5222.462891
	Iteration 3Q: 3 clusters Score -6825048 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -6825597.500000 Penalty: 5222.462891
	Iteration 4Q: 3 clusters Score -6825598 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -6826336.000000 Penalty: 5222.462891
	Iteration 5Q: 3 clusters Score -6826336 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -6827356.000000 Penalty: 5222.462891
	Iteration 6F: 3 clusters Score -6827356 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -6828791.500000 Penalty: 5222.462891
	Iteration 7F: 3 clusters Score -6828792 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -6830777.500000 Penalty: 5222.462891
	Iteration 8F: 3 clusters Score -6830778 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -6833042.500000 Penalty: 5222.462891
	Iteration 9F: 3 clusters Score -6833042 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -6835172.500000 Penalty: 5222.462891
	Iteration 10F: 3 clusters Score -6835172 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -6836635.000000 Penalty: 5222.462891
	Iteration 11Q: 3 clusters Score -6836635 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -6837288.000000 Penalty: 5222.462891
	Iteration 12Q: 3 clusters Score -6837288 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 31522 members 
Entering Unmasked Estep 
Score: -6837541.500000 Penalty: 5222.462891
	Iteration 13Q: 3 clusters Score -6837542 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 31883 members 
Entering Unmasked Estep 
Score: -6837716.000000 Penalty: 5222.462891
	Iteration 14Q: 3 clusters Score -6837716 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 32205 members 
Entering Unmasked Estep 
Score: -6837842.000000 Penalty: 5222.462891
	Iteration 15Q: 3 clusters Score -6837842 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -6837941.500000 Penalty: 5222.462891
	Iteration 16Q: 3 clusters Score -6837942 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -6837974.500000 Penalty: 5222.462891
	Iteration 17Q: 3 clusters Score -6837974 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -6838044.000000 Penalty: 5222.462891
	Iteration 18Q: 3 clusters Score -6838044 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -6838105.000000 Penalty: 5222.462891
	Iteration 19Q: 3 clusters Score -6838105 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -6838135.500000 Penalty: 5222.462891
	Iteration 20F: 3 clusters Score -6838136 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -6838195.000000 Penalty: 5222.462891
	Iteration 21Q: 3 clusters Score -6838195 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -6838227.000000 Penalty: 5222.462891
	Iteration 22Q: 3 clusters Score -6838227 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 33657 members 
Entering Unmasked Estep 
Score: -6838254.500000 Penalty: 5222.462891
	Iteration 23Q: 3 clusters Score -6838254 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 33796 members 
Entering Unmasked Estep 
Score: -6838301.000000 Penalty: 5222.462891
	Iteration 24Q: 3 clusters Score -6838301 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -6838333.500000 Penalty: 5222.462891
	Iteration 25Q: 3 clusters Score -6838334 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 34049 members 
Entering Unmasked Estep 
Score: -6838361.000000 Penalty: 5222.462891
	Iteration 26Q: 3 clusters Score -6838361 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 34163 members 
Entering Unmasked Estep 
Score: -6838378.500000 Penalty: 5222.462891
	Iteration 27Q: 3 clusters Score -6838378 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
Score: -6838402.500000 Penalty: 5222.462891
	Iteration 28Q: 3 clusters Score -6838402 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -6838410.000000 Penalty: 5222.462891
	Iteration 29Q: 3 clusters Score -6838410 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -6838432.000000 Penalty: 5222.462891
	Iteration 30Q: 3 clusters Score -6838432 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 34492 members 
Entering Unmasked Estep 
Score: -6838447.500000 Penalty: 5222.462891
	Iteration 31Q: 3 clusters Score -6838448 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
Score: -6838470.500000 Penalty: 5222.462891
	Iteration 32Q: 3 clusters Score -6838470 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -6838463.000000 Penalty: 5222.462891
	Iteration 33Q: 3 clusters Score -6838463 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -6838468.000000 Penalty: 5222.462891
	Iteration 34Q: 3 clusters Score -6838468 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -6838476.000000 Penalty: 5222.462891
	Iteration 35Q: 3 clusters Score -6838476 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -6838482.000000 Penalty: 5222.462891
	Iteration 36Q: 3 clusters Score -6838482 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 34768 members 
Entering Unmasked Estep 
Score: -6838479.500000 Penalty: 5222.462891
	Iteration 37Q: 3 clusters Score -6838480 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 34798 members 
Entering Unmasked Estep 
Score: -6838490.000000 Penalty: 5222.462891
	Iteration 38Q: 3 clusters Score -6838490 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 34827 members 
Entering Unmasked Estep 
Score: -6838499.000000 Penalty: 5222.462891
	Iteration 39Q: 3 clusters Score -6838499 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 34856 members 
Entering Unmasked Estep 
Score: -6838509.000000 Penalty: 5222.462891
	Iteration 40F: 3 clusters Score -6838509 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -6838511.000000 Penalty: 5222.462891
	Iteration 41Q: 3 clusters Score -6838511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 34899 members 
Entering Unmasked Estep 
Score: -6838509.500000 Penalty: 5222.462891
	Iteration 42Q: 3 clusters Score -6838510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -6838510.500000 Penalty: 5222.462891
	Iteration 43Q: 3 clusters Score -6838510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -6838518.000000 Penalty: 5222.462891
	Iteration 44Q: 3 clusters Score -6838518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 34931 members 
Entering Unmasked Estep 
Score: -6838524.000000 Penalty: 5222.462891
	Iteration 45Q: 3 clusters Score -6838524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -6838516.500000 Penalty: 5222.462891
	Iteration 46Q: 3 clusters Score -6838516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -6838516.500000 Penalty: 5222.462891
	Iteration 47Q: 3 clusters Score -6838516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 34941 members 
Entering Unmasked Estep 
Score: -6838517.000000 Penalty: 5222.462891
	Iteration 48Q: 3 clusters Score -6838517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -6838516.000000 Penalty: 5222.462891
	Iteration 49Q: 3 clusters Score -6838516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -6838520.000000 Penalty: 5222.462891
	Iteration 50Q: 3 clusters Score -6838520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -6838518.000000 Penalty: 5222.462891
	Iteration 51Q: 3 clusters Score -6838518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -6838526.500000 Penalty: 5222.462891
	Iteration 52Q: 3 clusters Score -6838526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -6838526.500000 Penalty: 5222.462891
	Iteration 53Q: 3 clusters Score -6838526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -6838529.500000 Penalty: 5222.462891
	Iteration 54Q: 3 clusters Score -6838530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -6838537.500000 Penalty: 5222.462891
	Iteration 55Q: 3 clusters Score -6838538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -6838536.000000 Penalty: 5222.462891
	Iteration 56Q: 3 clusters Score -6838536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -6838531.000000 Penalty: 5222.462891
	Iteration 57Q: 3 clusters Score -6838531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -6838531.000000 Penalty: 5222.462891
	Iteration 58F: 3 clusters Score -6838531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (49432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49432 members 
Entering Unmasked Estep 
Score: -9003538.000000 Penalty: 2680.471680
	Iteration 0F: 2 clusters Score -9003538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24692 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -8973222.000000 Penalty: 5360.943359
	Iteration 0F: 3 clusters Score -8973222 nChanged 22722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 25336 members 
Entering Unmasked Estep 
Score: -8985910.000000 Penalty: 5360.943359
	Iteration 1F: 3 clusters Score -8985910 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23738 members 
Mstep: Class 2 contains 25694 members 
Entering Unmasked Estep 
Score: -8986410.000000 Penalty: 5360.943359
	Iteration 2Q: 3 clusters Score -8986410 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -8986918.000000 Penalty: 5360.943359
	Iteration 3Q: 3 clusters Score -8986918 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -8987584.000000 Penalty: 5360.943359
	Iteration 4Q: 3 clusters Score -8987584 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
Score: -8988365.000000 Penalty: 5360.943359
	Iteration 5Q: 3 clusters Score -8988365 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -8989349.000000 Penalty: 5360.943359
	Iteration 6Q: 3 clusters Score -8989349 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -8990586.000000 Penalty: 5360.943359
	Iteration 7Q: 3 clusters Score -8990586 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -8992468.000000 Penalty: 5360.943359
	Iteration 8F: 3 clusters Score -8992468 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -8994857.000000 Penalty: 5360.943359
	Iteration 9F: 3 clusters Score -8994857 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -8997602.000000 Penalty: 5360.943359
	Iteration 10F: 3 clusters Score -8997602 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 41053 members 
Entering Unmasked Estep 
Score: -9000306.000000 Penalty: 5360.943359
	Iteration 11F: 3 clusters Score -9000306 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -9002053.000000 Penalty: 5360.943359
	Iteration 12Q: 3 clusters Score -9002053 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -9002836.000000 Penalty: 5360.943359
	Iteration 13Q: 3 clusters Score -9002836 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -9003039.000000 Penalty: 5360.943359
	Iteration 14Q: 3 clusters Score -9003039 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -9003123.000000 Penalty: 5360.943359
	Iteration 15Q: 3 clusters Score -9003123 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 45410 members 
Entering Unmasked Estep 
Score: -9003145.000000 Penalty: 5360.943359
	Iteration 16Q: 3 clusters Score -9003145 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 45764 members 
Entering Unmasked Estep 
Score: -9003068.000000 Penalty: 5360.943359
	Iteration 17Q: 3 clusters Score -9003068 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 46091 members 
Entering Unmasked Estep 
Score: -9003050.000000 Penalty: 5360.943359
	Iteration 18Q: 3 clusters Score -9003050 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 46354 members 
Entering Unmasked Estep 
Score: -9002989.000000 Penalty: 5360.943359
	Iteration 19Q: 3 clusters Score -9002989 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 46588 members 
Entering Unmasked Estep 
Score: -9002959.000000 Penalty: 5360.943359
	Iteration 20F: 3 clusters Score -9002959 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 46826 members 
Entering Unmasked Estep 
Score: -9002931.000000 Penalty: 5360.943359
	Iteration 21Q: 3 clusters Score -9002931 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 47022 members 
Entering Unmasked Estep 
Score: -9002874.000000 Penalty: 5360.943359
	Iteration 22Q: 3 clusters Score -9002874 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 47183 members 
Entering Unmasked Estep 
Score: -9002821.000000 Penalty: 5360.943359
	Iteration 23Q: 3 clusters Score -9002821 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 47313 members 
Entering Unmasked Estep 
Score: -9002755.000000 Penalty: 5360.943359
	Iteration 24Q: 3 clusters Score -9002755 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 47423 members 
Entering Unmasked Estep 
Score: -9002717.000000 Penalty: 5360.943359
	Iteration 25Q: 3 clusters Score -9002717 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -9002682.000000 Penalty: 5360.943359
	Iteration 26Q: 3 clusters Score -9002682 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 47618 members 
Entering Unmasked Estep 
Score: -9002637.000000 Penalty: 5360.943359
	Iteration 27Q: 3 clusters Score -9002637 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 47695 members 
Entering Unmasked Estep 
Score: -9002601.000000 Penalty: 5360.943359
	Iteration 28Q: 3 clusters Score -9002601 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 47763 members 
Entering Unmasked Estep 
Score: -9002612.000000 Penalty: 5360.943359
	Iteration 29Q: 3 clusters Score -9002612 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 47813 members 
Entering Unmasked Estep 
Score: -9002585.000000 Penalty: 5360.943359
	Iteration 30Q: 3 clusters Score -9002585 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 47855 members 
Entering Unmasked Estep 
Score: -9002562.000000 Penalty: 5360.943359
	Iteration 31Q: 3 clusters Score -9002562 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 47892 members 
Entering Unmasked Estep 
Score: -9002563.000000 Penalty: 5360.943359
	Iteration 32Q: 3 clusters Score -9002563 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 47926 members 
Entering Unmasked Estep 
Score: -9002563.000000 Penalty: 5360.943359
	Iteration 33Q: 3 clusters Score -9002563 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 47954 members 
Entering Unmasked Estep 
Score: -9002551.000000 Penalty: 5360.943359
	Iteration 34Q: 3 clusters Score -9002551 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 47982 members 
Entering Unmasked Estep 
Score: -9002524.000000 Penalty: 5360.943359
	Iteration 35Q: 3 clusters Score -9002524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 48003 members 
Entering Unmasked Estep 
Score: -9002511.000000 Penalty: 5360.943359
	Iteration 36Q: 3 clusters Score -9002511 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 48013 members 
Entering Unmasked Estep 
Score: -9002511.000000 Penalty: 5360.943359
	Iteration 37Q: 3 clusters Score -9002511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 48027 members 
Entering Unmasked Estep 
Score: -9002520.000000 Penalty: 5360.943359
	Iteration 38Q: 3 clusters Score -9002520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 48038 members 
Entering Unmasked Estep 
Score: -9002526.000000 Penalty: 5360.943359
	Iteration 39Q: 3 clusters Score -9002526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 48052 members 
Entering Unmasked Estep 
Score: -9002518.000000 Penalty: 5360.943359
	Iteration 40F: 3 clusters Score -9002518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 48066 members 
Entering Unmasked Estep 
Score: -9002530.000000 Penalty: 5360.943359
	Iteration 41Q: 3 clusters Score -9002530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 48080 members 
Entering Unmasked Estep 
Score: -9002530.000000 Penalty: 5360.943359
	Iteration 42Q: 3 clusters Score -9002530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 48093 members 
Entering Unmasked Estep 
Score: -9002529.000000 Penalty: 5360.943359
	Iteration 43Q: 3 clusters Score -9002529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 48101 members 
Entering Unmasked Estep 
Score: -9002525.000000 Penalty: 5360.943359
	Iteration 44Q: 3 clusters Score -9002525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 48111 members 
Entering Unmasked Estep 
Score: -9002526.000000 Penalty: 5360.943359
	Iteration 45Q: 3 clusters Score -9002526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
Score: -9002528.000000 Penalty: 5360.943359
	Iteration 46Q: 3 clusters Score -9002528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 48132 members 
Entering Unmasked Estep 
Score: -9002515.000000 Penalty: 5360.943359
	Iteration 47Q: 3 clusters Score -9002515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 48136 members 
Entering Unmasked Estep 
Score: -9002511.000000 Penalty: 5360.943359
	Iteration 48Q: 3 clusters Score -9002511 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 48142 members 
Entering Unmasked Estep 
Score: -9002511.000000 Penalty: 5360.943359
	Iteration 49Q: 3 clusters Score -9002511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 48148 members 
Entering Unmasked Estep 
Score: -9002510.000000 Penalty: 5360.943359
	Iteration 50Q: 3 clusters Score -9002510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 48154 members 
Entering Unmasked Estep 
Score: -9002506.000000 Penalty: 5360.943359
	Iteration 51Q: 3 clusters Score -9002506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 48165 members 
Entering Unmasked Estep 
Score: -9002503.000000 Penalty: 5360.943359
	Iteration 52Q: 3 clusters Score -9002503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 48174 members 
Entering Unmasked Estep 
Score: -9002506.000000 Penalty: 5360.943359
	Iteration 53Q: 3 clusters Score -9002506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 48181 members 
Entering Unmasked Estep 
Score: -9002509.000000 Penalty: 5360.943359
	Iteration 54Q: 3 clusters Score -9002509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 48192 members 
Entering Unmasked Estep 
Score: -9002512.000000 Penalty: 5360.943359
	Iteration 55Q: 3 clusters Score -9002512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 48201 members 
Entering Unmasked Estep 
Score: -9002504.000000 Penalty: 5360.943359
	Iteration 56Q: 3 clusters Score -9002504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 48205 members 
Entering Unmasked Estep 
Score: -9002503.000000 Penalty: 5360.943359
	Iteration 57Q: 3 clusters Score -9002503 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 48206 members 
Entering Unmasked Estep 
Score: -9002506.000000 Penalty: 5360.943359
	Iteration 58Q: 3 clusters Score -9002506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 48208 members 
Entering Unmasked Estep 
Score: -9002503.000000 Penalty: 5360.943359
	Iteration 59Q: 3 clusters Score -9002503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 48208 members 
Entering Unmasked Estep 
Score: -9002503.000000 Penalty: 5360.943359
	Iteration 60F: 3 clusters Score -9002503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Entering Unmasked Estep 
Score: -196975.625000 Penalty: 1747.352539
	Iteration 0F: 2 clusters Score -196975.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -194945.375000 Penalty: 3494.705078
	Iteration 0F: 3 clusters Score -194945.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -195279.406250 Penalty: 3494.705078
	Iteration 1F: 3 clusters Score -195279.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -195427.125000 Penalty: 3494.705078
	Iteration 2F: 3 clusters Score -195427.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -195515.671875 Penalty: 3494.705078
	Iteration 3F: 3 clusters Score -195515.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -195577.890625 Penalty: 3494.705078
	Iteration 4Q: 3 clusters Score -195577.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -195711.828125 Penalty: 3494.705078
	Iteration 5Q: 3 clusters Score -195711.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -195837.875000 Penalty: 3494.705078
	Iteration 6Q: 3 clusters Score -195837.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -195915.078125 Penalty: 3494.705078
	Iteration 7Q: 3 clusters Score -195915.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -195975.234375 Penalty: 3494.705078
	Iteration 8Q: 3 clusters Score -195975.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -196022.906250 Penalty: 3494.705078
	Iteration 9Q: 3 clusters Score -196022.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -196054.843750 Penalty: 3494.705078
	Iteration 10Q: 3 clusters Score -196054.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -196080.390625 Penalty: 3494.705078
	Iteration 11Q: 3 clusters Score -196080.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -196101.906250 Penalty: 3494.705078
	Iteration 12Q: 3 clusters Score -196101.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -196118.500000 Penalty: 3494.705078
	Iteration 13Q: 3 clusters Score -196118.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -196145.234375 Penalty: 3494.705078
	Iteration 14Q: 3 clusters Score -196145.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -196168.750000 Penalty: 3494.705078
	Iteration 15Q: 3 clusters Score -196168.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -196190.906250 Penalty: 3494.705078
	Iteration 16Q: 3 clusters Score -196190.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -196221.500000 Penalty: 3494.705078
	Iteration 17Q: 3 clusters Score -196221.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -196274.890625 Penalty: 3494.705078
	Iteration 18Q: 3 clusters Score -196274.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -196336.656250 Penalty: 3494.705078
	Iteration 19Q: 3 clusters Score -196336.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -196398.671875 Penalty: 3494.705078
	Iteration 20F: 3 clusters Score -196398.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -196473.921875 Penalty: 3494.705078
	Iteration 21Q: 3 clusters Score -196473.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -196554.609375 Penalty: 3494.705078
	Iteration 22Q: 3 clusters Score -196554.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -196638.968750 Penalty: 3494.705078
	Iteration 23Q: 3 clusters Score -196639 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -196730.531250 Penalty: 3494.705078
	Iteration 24Q: 3 clusters Score -196730.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -196872.750000 Penalty: 3494.705078
	Iteration 25Q: 3 clusters Score -196872.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -196969.109375 Penalty: 3494.705078
	Iteration 26Q: 3 clusters Score -196969.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -197089.312500 Penalty: 3494.705078
	Iteration 27Q: 3 clusters Score -197089.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -197214.078125 Penalty: 3494.705078
	Iteration 28Q: 3 clusters Score -197214.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -197369.750000 Penalty: 3494.705078
	Iteration 29Q: 3 clusters Score -197369.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -197450.750000 Penalty: 3494.705078
	Iteration 30Q: 3 clusters Score -197450.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -197461.750000 Penalty: 3494.705078
	Iteration 31Q: 3 clusters Score -197461.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -197467.781250 Penalty: 3494.705078
	Iteration 32Q: 3 clusters Score -197467.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -197469.343750 Penalty: 3494.705078
	Iteration 33Q: 3 clusters Score -197469.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -197469.343750 Penalty: 3494.705078
	Iteration 34F: 3 clusters Score -197469.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 48583 members 
Mstep: Class 2 contains 319 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 56040 members 
Mstep: Class 5 contains 48722 members 
Mstep: Class 6 contains 37390 members 
Mstep: Class 7 contains 634 members 
Mstep: Class 8 contains 49432 members 
Mstep: Class 9 contains 1077 members 
Mstep: Class 10 contains 561 members 
Mstep: Class 11 contains 1579 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 14 contains 54721 members 
Mstep: Class 16 contains 38075 members 
Mstep: Class 17 contains 71402 members 
Mstep: Class 18 contains 1184 members 
Mstep: Class 19 contains 48517 members 
Mstep: Class 22 contains 50512 members 
Mstep: Class 23 contains 55914 members 
Mstep: Class 24 contains 50568 members 
Entering Unmasked Estep 
Score: -111141176.000000 Penalty: 66136.937500
Splitting cluster 10 changes total score from -111139112.000000 to -111141176.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 11 (1579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Entering Unmasked Estep 
Score: -217187.859375 Penalty: 1826.407593
	Iteration 0F: 2 clusters Score -217187.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -215009.000000 Penalty: 3652.815186
	Iteration 0F: 3 clusters Score -215009 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -216068.484375 Penalty: 3652.815186
	Iteration 1F: 3 clusters Score -216068.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -216697.500000 Penalty: 3652.815186
	Iteration 2F: 3 clusters Score -216697.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -217332.171875 Penalty: 3652.815186
	Iteration 3F: 3 clusters Score -217332.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -217872.781250 Penalty: 3652.815186
	Iteration 4F: 3 clusters Score -217872.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -218246.125000 Penalty: 3652.815186
	Iteration 5Q: 3 clusters Score -218246.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -218586.203125 Penalty: 3652.815186
	Iteration 6Q: 3 clusters Score -218586.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -218752.218750 Penalty: 3652.815186
	Iteration 7Q: 3 clusters Score -218752.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -218848.359375 Penalty: 3652.815186
	Iteration 8Q: 3 clusters Score -218848.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -218863.312500 Penalty: 3652.815186
	Iteration 9Q: 3 clusters Score -218863.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -218864.468750 Penalty: 3652.815186
	Iteration 10Q: 3 clusters Score -218864.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -218866.468750 Penalty: 3652.815186
	Iteration 11Q: 3 clusters Score -218866.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -218870.921875 Penalty: 3652.815186
	Iteration 12Q: 3 clusters Score -218870.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -218872.625000 Penalty: 3652.815186
	Iteration 13Q: 3 clusters Score -218872.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -218876.781250 Penalty: 3652.815186
	Iteration 14F: 3 clusters Score -218876.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -218886.484375 Penalty: 3652.815186
	Iteration 15Q: 3 clusters Score -218886.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -218911.687500 Penalty: 3652.815186
	Iteration 16Q: 3 clusters Score -218911.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -218933.296875 Penalty: 3652.815186
	Iteration 17Q: 3 clusters Score -218933.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -218936.953125 Penalty: 3652.815186
	Iteration 18Q: 3 clusters Score -218937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -218943.578125 Penalty: 3652.815186
	Iteration 19Q: 3 clusters Score -218943.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -218947.765625 Penalty: 3652.815186
	Iteration 20F: 3 clusters Score -218947.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -218950.421875 Penalty: 3652.815186
	Iteration 21Q: 3 clusters Score -218950.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -218950.421875 Penalty: 3652.815186
	Iteration 22F: 3 clusters Score -218950.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 48583 members 
Mstep: Class 2 contains 319 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 56040 members 
Mstep: Class 5 contains 48722 members 
Mstep: Class 6 contains 37390 members 
Mstep: Class 7 contains 634 members 
Mstep: Class 8 contains 49432 members 
Mstep: Class 9 contains 1077 members 
Mstep: Class 10 contains 561 members 
Mstep: Class 11 contains 848 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 731 members 
Mstep: Class 14 contains 54721 members 
Mstep: Class 16 contains 38075 members 
Mstep: Class 17 contains 71402 members 
Mstep: Class 18 contains 1184 members 
Mstep: Class 19 contains 48517 members 
Mstep: Class 22 contains 50512 members 
Mstep: Class 23 contains 55914 members 
Mstep: Class 24 contains 50568 members 
Entering Unmasked Estep 
Score: -111141600.000000 Penalty: 69443.789062
Splitting cluster 11 changes total score from -111139112.000000 to -111141600.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 14 (54721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54721 members 
Entering Unmasked Estep 
Score: -9966594.000000 Penalty: 2705.680664
	Iteration 0F: 2 clusters Score -9966594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -9934982.000000 Penalty: 5411.361328
	Iteration 0F: 3 clusters Score -9934982 nChanged 25404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -9948900.000000 Penalty: 5411.361328
	Iteration 1F: 3 clusters Score -9948900 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -9949422.000000 Penalty: 5411.361328
	Iteration 2Q: 3 clusters Score -9949422 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 25956 members 
Entering Unmasked Estep 
Score: -9949856.000000 Penalty: 5411.361328
	Iteration 3Q: 3 clusters Score -9949856 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29609 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -9950480.000000 Penalty: 5411.361328
	Iteration 4Q: 3 clusters Score -9950480 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30794 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -9951104.000000 Penalty: 5411.361328
	Iteration 5Q: 3 clusters Score -9951104 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -9951995.000000 Penalty: 5411.361328
	Iteration 6Q: 3 clusters Score -9951995 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -9953427.000000 Penalty: 5411.361328
	Iteration 7Q: 3 clusters Score -9953427 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -9955539.000000 Penalty: 5411.361328
	Iteration 8F: 3 clusters Score -9955539 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -9958104.000000 Penalty: 5411.361328
	Iteration 9F: 3 clusters Score -9958104 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44567 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -9960688.000000 Penalty: 5411.361328
	Iteration 10F: 3 clusters Score -9960688 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47391 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -9962273.000000 Penalty: 5411.361328
	Iteration 11F: 3 clusters Score -9962273 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49391 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -9963313.000000 Penalty: 5411.361328
	Iteration 12Q: 3 clusters Score -9963313 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50621 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -9963892.000000 Penalty: 5411.361328
	Iteration 13Q: 3 clusters Score -9963892 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51427 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -9964372.000000 Penalty: 5411.361328
	Iteration 14Q: 3 clusters Score -9964372 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51990 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -9964672.000000 Penalty: 5411.361328
	Iteration 15Q: 3 clusters Score -9964672 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52360 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -9964874.000000 Penalty: 5411.361328
	Iteration 16Q: 3 clusters Score -9964874 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52621 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -9964981.000000 Penalty: 5411.361328
	Iteration 17Q: 3 clusters Score -9964981 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52777 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -9965098.000000 Penalty: 5411.361328
	Iteration 18Q: 3 clusters Score -9965098 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52917 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -9965137.000000 Penalty: 5411.361328
	Iteration 19Q: 3 clusters Score -9965137 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53006 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -9965172.000000 Penalty: 5411.361328
	Iteration 20F: 3 clusters Score -9965172 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53065 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -9965210.000000 Penalty: 5411.361328
	Iteration 21Q: 3 clusters Score -9965210 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53115 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -9965242.000000 Penalty: 5411.361328
	Iteration 22Q: 3 clusters Score -9965242 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53151 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -9965299.000000 Penalty: 5411.361328
	Iteration 23Q: 3 clusters Score -9965299 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53177 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -9965318.000000 Penalty: 5411.361328
	Iteration 24Q: 3 clusters Score -9965318 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53207 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -9965333.000000 Penalty: 5411.361328
	Iteration 25Q: 3 clusters Score -9965333 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53227 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -9965349.000000 Penalty: 5411.361328
	Iteration 26Q: 3 clusters Score -9965349 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53235 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -9965354.000000 Penalty: 5411.361328
	Iteration 27Q: 3 clusters Score -9965354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53238 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -9965354.000000 Penalty: 5411.361328
	Iteration 28Q: 3 clusters Score -9965354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53246 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -9965356.000000 Penalty: 5411.361328
	Iteration 29Q: 3 clusters Score -9965356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53257 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -9965346.000000 Penalty: 5411.361328
	Iteration 30Q: 3 clusters Score -9965346 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53260 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -9965336.000000 Penalty: 5411.361328
	Iteration 31Q: 3 clusters Score -9965336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53261 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -9965331.000000 Penalty: 5411.361328
	Iteration 32Q: 3 clusters Score -9965331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53265 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -9965334.000000 Penalty: 5411.361328
	Iteration 33Q: 3 clusters Score -9965334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53268 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -9965333.000000 Penalty: 5411.361328
	Iteration 34Q: 3 clusters Score -9965333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53270 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -9965341.000000 Penalty: 5411.361328
	Iteration 35Q: 3 clusters Score -9965341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53268 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -9965336.000000 Penalty: 5411.361328
	Iteration 36Q: 3 clusters Score -9965336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53268 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -9965343.000000 Penalty: 5411.361328
	Iteration 37Q: 3 clusters Score -9965343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53270 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -9965353.000000 Penalty: 5411.361328
	Iteration 38Q: 3 clusters Score -9965353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53274 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -9965360.000000 Penalty: 5411.361328
	Iteration 39Q: 3 clusters Score -9965360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53276 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -9965352.000000 Penalty: 5411.361328
	Iteration 40F: 3 clusters Score -9965352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53277 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -9965356.000000 Penalty: 5411.361328
	Iteration 41Q: 3 clusters Score -9965356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53278 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -9965357.000000 Penalty: 5411.361328
	Iteration 42Q: 3 clusters Score -9965357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53282 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -9965356.000000 Penalty: 5411.361328
	Iteration 43Q: 3 clusters Score -9965356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53282 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -9965356.000000 Penalty: 5411.361328
	Iteration 44F: 3 clusters Score -9965356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (38075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Entering Unmasked Estep 
Score: -6775255.000000 Penalty: 2615.733643
	Iteration 0F: 2 clusters Score -6775255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 18919 members 
Entering Unmasked Estep 
Score: -6749438.000000 Penalty: 5231.467285
	Iteration 0F: 3 clusters Score -6749438 nChanged 17348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -6759017.000000 Penalty: 5231.467285
	Iteration 1F: 3 clusters Score -6759017 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -6759645.000000 Penalty: 5231.467285
	Iteration 2Q: 3 clusters Score -6759645 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -6760436.000000 Penalty: 5231.467285
	Iteration 3Q: 3 clusters Score -6760436 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -6761462.000000 Penalty: 5231.467285
	Iteration 4F: 3 clusters Score -6761462 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -6763030.000000 Penalty: 5231.467285
	Iteration 5F: 3 clusters Score -6763030 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -6765168.000000 Penalty: 5231.467285
	Iteration 6F: 3 clusters Score -6765168 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -6767978.500000 Penalty: 5231.467285
	Iteration 7F: 3 clusters Score -6767978 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -6770667.500000 Penalty: 5231.467285
	Iteration 8F: 3 clusters Score -6770668 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -6772373.000000 Penalty: 5231.467285
	Iteration 9Q: 3 clusters Score -6772373 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36125 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -6773113.500000 Penalty: 5231.467285
	Iteration 10Q: 3 clusters Score -6773114 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -6773484.500000 Penalty: 5231.467285
	Iteration 11Q: 3 clusters Score -6773484 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36555 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -6773728.500000 Penalty: 5231.467285
	Iteration 12Q: 3 clusters Score -6773728 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36606 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -6773929.000000 Penalty: 5231.467285
	Iteration 13Q: 3 clusters Score -6773929 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36630 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -6774036.500000 Penalty: 5231.467285
	Iteration 14Q: 3 clusters Score -6774036 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -6774094.000000 Penalty: 5231.467285
	Iteration 15Q: 3 clusters Score -6774094 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -6774120.000000 Penalty: 5231.467285
	Iteration 16Q: 3 clusters Score -6774120 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -6774131.000000 Penalty: 5231.467285
	Iteration 17Q: 3 clusters Score -6774131 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36635 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -6774142.500000 Penalty: 5231.467285
	Iteration 18Q: 3 clusters Score -6774142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36642 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -6774142.500000 Penalty: 5231.467285
	Iteration 19Q: 3 clusters Score -6774142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36647 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -6774136.000000 Penalty: 5231.467285
	Iteration 20F: 3 clusters Score -6774136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -6774141.500000 Penalty: 5231.467285
	Iteration 21Q: 3 clusters Score -6774142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36645 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -6774141.500000 Penalty: 5231.467285
	Iteration 22F: 3 clusters Score -6774142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (71402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71402 members 
Entering Unmasked Estep 
Score: -12964937.000000 Penalty: 2771.667969
	Iteration 0F: 2 clusters Score -1.296494e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -12925283.000000 Penalty: 5543.335938
	Iteration 0F: 3 clusters Score -1.292528e+07 nChanged 33489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -12944072.000000 Penalty: 5543.335938
	Iteration 1F: 3 clusters Score -1.294407e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35487 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -12944664.000000 Penalty: 5543.335938
	Iteration 2Q: 3 clusters Score -1.294466e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 35862 members 
Entering Unmasked Estep 
Score: -12945323.000000 Penalty: 5543.335938
	Iteration 3Q: 3 clusters Score -1.294532e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -12946436.000000 Penalty: 5543.335938
	Iteration 4Q: 3 clusters Score -1.294644e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -12947919.000000 Penalty: 5543.335938
	Iteration 5Q: 3 clusters Score -1.294792e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -12949891.000000 Penalty: 5543.335938
	Iteration 6Q: 3 clusters Score -1.294989e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -12952687.000000 Penalty: 5543.335938
	Iteration 7F: 3 clusters Score -1.295269e+07 nChanged 4789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 36205 members 
Entering Unmasked Estep 
Score: -12955896.000000 Penalty: 5543.335938
	Iteration 8F: 3 clusters Score -1.29559e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -12958978.000000 Penalty: 5543.335938
	Iteration 9F: 3 clusters Score -1.295898e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -12960895.000000 Penalty: 5543.335938
	Iteration 10F: 3 clusters Score -1.29609e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33750 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -12962031.000000 Penalty: 5543.335938
	Iteration 11Q: 3 clusters Score -1.296203e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -12962492.000000 Penalty: 5543.335938
	Iteration 12Q: 3 clusters Score -1.296249e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -12962659.000000 Penalty: 5543.335938
	Iteration 13Q: 3 clusters Score -1.296266e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 38650 members 
Entering Unmasked Estep 
Score: -12962889.000000 Penalty: 5543.335938
	Iteration 14Q: 3 clusters Score -1.296289e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -12963082.000000 Penalty: 5543.335938
	Iteration 15Q: 3 clusters Score -1.296308e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 39473 members 
Entering Unmasked Estep 
Score: -12963277.000000 Penalty: 5543.335938
	Iteration 16Q: 3 clusters Score -1.296328e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -12963488.000000 Penalty: 5543.335938
	Iteration 17Q: 3 clusters Score -1.296349e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -12963720.000000 Penalty: 5543.335938
	Iteration 18Q: 3 clusters Score -1.296372e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30609 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
Score: -12963966.000000 Penalty: 5543.335938
	Iteration 19Q: 3 clusters Score -1.296397e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -12964183.000000 Penalty: 5543.335938
	Iteration 20F: 3 clusters Score -1.296418e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29818 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -12964373.000000 Penalty: 5543.335938
	Iteration 21Q: 3 clusters Score -1.296437e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 42027 members 
Entering Unmasked Estep 
Score: -12964589.000000 Penalty: 5543.335938
	Iteration 22Q: 3 clusters Score -1.296459e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 42489 members 
Entering Unmasked Estep 
Score: -12964817.000000 Penalty: 5543.335938
	Iteration 23Q: 3 clusters Score -1.296482e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -12964999.000000 Penalty: 5543.335938
	Iteration 24Q: 3 clusters Score -1.2965e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 43349 members 
Entering Unmasked Estep 
Score: -12965162.000000 Penalty: 5543.335938
	Iteration 25Q: 3 clusters Score -1.296516e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -12965343.000000 Penalty: 5543.335938
	Iteration 26Q: 3 clusters Score -1.296534e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 44484 members 
Entering Unmasked Estep 
Score: -12965487.000000 Penalty: 5543.335938
	Iteration 27Q: 3 clusters Score -1.296549e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Mstep: Class 2 contains 45043 members 
Entering Unmasked Estep 
Score: -12965620.000000 Penalty: 5543.335938
	Iteration 28Q: 3 clusters Score -1.296562e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 45632 members 
Entering Unmasked Estep 
Score: -12965778.000000 Penalty: 5543.335938
	Iteration 29Q: 3 clusters Score -1.296578e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 46298 members 
Entering Unmasked Estep 
Score: -12965907.000000 Penalty: 5543.335938
	Iteration 30Q: 3 clusters Score -1.296591e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 47059 members 
Entering Unmasked Estep 
Score: -12965963.000000 Penalty: 5543.335938
	Iteration 31Q: 3 clusters Score -1.296596e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 47980 members 
Entering Unmasked Estep 
Score: -12966035.000000 Penalty: 5543.335938
	Iteration 32Q: 3 clusters Score -1.296604e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 48968 members 
Entering Unmasked Estep 
Score: -12966103.000000 Penalty: 5543.335938
	Iteration 33Q: 3 clusters Score -1.29661e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 50036 members 
Entering Unmasked Estep 
Score: -12966049.000000 Penalty: 5543.335938
	Iteration 34Q: 3 clusters Score -1.296605e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 51286 members 
Entering Unmasked Estep 
Score: -12966011.000000 Penalty: 5543.335938
	Iteration 35Q: 3 clusters Score -1.296601e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 52391 members 
Entering Unmasked Estep 
Score: -12966076.000000 Penalty: 5543.335938
	Iteration 36Q: 3 clusters Score -1.296608e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 53478 members 
Entering Unmasked Estep 
Score: -12965906.000000 Penalty: 5543.335938
	Iteration 37Q: 3 clusters Score -1.296591e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 54644 members 
Entering Unmasked Estep 
Score: -12965684.000000 Penalty: 5543.335938
	Iteration 38Q: 3 clusters Score -1.296568e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 55889 members 
Entering Unmasked Estep 
Score: -12965388.000000 Penalty: 5543.335938
	Iteration 39Q: 3 clusters Score -1.296539e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 57200 members 
Entering Unmasked Estep 
Score: -12965355.000000 Penalty: 5543.335938
	Iteration 40F: 3 clusters Score -1.296536e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 58851 members 
Entering Unmasked Estep 
Score: -12964962.000000 Penalty: 5543.335938
	Iteration 41Q: 3 clusters Score -1.296496e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 60471 members 
Entering Unmasked Estep 
Score: -12964848.000000 Penalty: 5543.335938
	Iteration 42Q: 3 clusters Score -1.296485e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 61874 members 
Entering Unmasked Estep 
Score: -12964706.000000 Penalty: 5543.335938
	Iteration 43Q: 3 clusters Score -1.296471e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 63163 members 
Entering Unmasked Estep 
Score: -12964607.000000 Penalty: 5543.335938
	Iteration 44Q: 3 clusters Score -1.296461e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 64183 members 
Entering Unmasked Estep 
Score: -12964574.000000 Penalty: 5543.335938
	Iteration 45Q: 3 clusters Score -1.296457e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 65055 members 
Entering Unmasked Estep 
Score: -12964567.000000 Penalty: 5543.335938
	Iteration 46Q: 3 clusters Score -1.296457e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 65814 members 
Entering Unmasked Estep 
Score: -12964567.000000 Penalty: 5543.335938
	Iteration 47Q: 3 clusters Score -1.296457e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 66462 members 
Entering Unmasked Estep 
Score: -12964538.000000 Penalty: 5543.335938
	Iteration 48Q: 3 clusters Score -1.296454e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 67007 members 
Entering Unmasked Estep 
Score: -12964493.000000 Penalty: 5543.335938
	Iteration 49Q: 3 clusters Score -1.296449e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 67484 members 
Entering Unmasked Estep 
Score: -12964404.000000 Penalty: 5543.335938
	Iteration 50Q: 3 clusters Score -1.29644e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 67887 members 
Entering Unmasked Estep 
Score: -12964351.000000 Penalty: 5543.335938
	Iteration 51Q: 3 clusters Score -1.296435e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 68259 members 
Entering Unmasked Estep 
Score: -12964344.000000 Penalty: 5543.335938
	Iteration 52Q: 3 clusters Score -1.296434e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 68601 members 
Entering Unmasked Estep 
Score: -12964257.000000 Penalty: 5543.335938
	Iteration 53Q: 3 clusters Score -1.296426e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 68877 members 
Entering Unmasked Estep 
Score: -12964178.000000 Penalty: 5543.335938
	Iteration 54Q: 3 clusters Score -1.296418e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 69114 members 
Entering Unmasked Estep 
Score: -12964107.000000 Penalty: 5543.335938
	Iteration 55Q: 3 clusters Score -1.296411e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 69315 members 
Entering Unmasked Estep 
Score: -12963988.000000 Penalty: 5543.335938
	Iteration 56Q: 3 clusters Score -1.296399e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 69486 members 
Entering Unmasked Estep 
Score: -12963884.000000 Penalty: 5543.335938
	Iteration 57Q: 3 clusters Score -1.296388e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 69632 members 
Entering Unmasked Estep 
Score: -12963862.000000 Penalty: 5543.335938
	Iteration 58Q: 3 clusters Score -1.296386e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 69755 members 
Entering Unmasked Estep 
Score: -12963857.000000 Penalty: 5543.335938
	Iteration 59Q: 3 clusters Score -1.296386e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 69861 members 
Entering Unmasked Estep 
Score: -12963860.000000 Penalty: 5543.335938
	Iteration 60F: 3 clusters Score -1.296386e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 70013 members 
Entering Unmasked Estep 
Score: -12963799.000000 Penalty: 5543.335938
	Iteration 61Q: 3 clusters Score -1.29638e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 70119 members 
Entering Unmasked Estep 
Score: -12963749.000000 Penalty: 5543.335938
	Iteration 62Q: 3 clusters Score -1.296375e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 70225 members 
Entering Unmasked Estep 
Score: -12963715.000000 Penalty: 5543.335938
	Iteration 63Q: 3 clusters Score -1.296372e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 70324 members 
Entering Unmasked Estep 
Score: -12963665.000000 Penalty: 5543.335938
	Iteration 64Q: 3 clusters Score -1.296366e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 70399 members 
Entering Unmasked Estep 
Score: -12963616.000000 Penalty: 5543.335938
	Iteration 65Q: 3 clusters Score -1.296362e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 70450 members 
Entering Unmasked Estep 
Score: -12963578.000000 Penalty: 5543.335938
	Iteration 66Q: 3 clusters Score -1.296358e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 70487 members 
Entering Unmasked Estep 
Score: -12963537.000000 Penalty: 5543.335938
	Iteration 67Q: 3 clusters Score -1.296354e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 70512 members 
Entering Unmasked Estep 
Score: -12963510.000000 Penalty: 5543.335938
	Iteration 68Q: 3 clusters Score -1.296351e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 70535 members 
Entering Unmasked Estep 
Score: -12963497.000000 Penalty: 5543.335938
	Iteration 69Q: 3 clusters Score -1.29635e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 70557 members 
Entering Unmasked Estep 
Score: -12963490.000000 Penalty: 5543.335938
	Iteration 70Q: 3 clusters Score -1.296349e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 70580 members 
Entering Unmasked Estep 
Score: -12963457.000000 Penalty: 5543.335938
	Iteration 71Q: 3 clusters Score -1.296346e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 70606 members 
Entering Unmasked Estep 
Score: -12963443.000000 Penalty: 5543.335938
	Iteration 72Q: 3 clusters Score -1.296344e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 70626 members 
Entering Unmasked Estep 
Score: -12963449.000000 Penalty: 5543.335938
	Iteration 73Q: 3 clusters Score -1.296345e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 70645 members 
Entering Unmasked Estep 
Score: -12963460.000000 Penalty: 5543.335938
	Iteration 74Q: 3 clusters Score -1.296346e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 70657 members 
Entering Unmasked Estep 
Score: -12963438.000000 Penalty: 5543.335938
	Iteration 75Q: 3 clusters Score -1.296344e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 70671 members 
Entering Unmasked Estep 
Score: -12963430.000000 Penalty: 5543.335938
	Iteration 76Q: 3 clusters Score -1.296343e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 70687 members 
Entering Unmasked Estep 
Score: -12963421.000000 Penalty: 5543.335938
	Iteration 77Q: 3 clusters Score -1.296342e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 70697 members 
Entering Unmasked Estep 
Score: -12963415.000000 Penalty: 5543.335938
	Iteration 78Q: 3 clusters Score -1.296342e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 70710 members 
Entering Unmasked Estep 
Score: -12963419.000000 Penalty: 5543.335938
	Iteration 79Q: 3 clusters Score -1.296342e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 70721 members 
Entering Unmasked Estep 
Score: -12963407.000000 Penalty: 5543.335938
	Iteration 80F: 3 clusters Score -1.296341e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 70727 members 
Entering Unmasked Estep 
Score: -12963410.000000 Penalty: 5543.335938
	Iteration 81Q: 3 clusters Score -1.296341e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 70735 members 
Entering Unmasked Estep 
Score: -12963394.000000 Penalty: 5543.335938
	Iteration 82Q: 3 clusters Score -1.296339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 70738 members 
Entering Unmasked Estep 
Score: -12963377.000000 Penalty: 5543.335938
	Iteration 83Q: 3 clusters Score -1.296338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 70742 members 
Entering Unmasked Estep 
Score: -12963386.000000 Penalty: 5543.335938
	Iteration 84Q: 3 clusters Score -1.296339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 70745 members 
Entering Unmasked Estep 
Score: -12963368.000000 Penalty: 5543.335938
	Iteration 85Q: 3 clusters Score -1.296337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 70746 members 
Entering Unmasked Estep 
Score: -12963371.000000 Penalty: 5543.335938
	Iteration 86Q: 3 clusters Score -1.296337e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 70746 members 
Entering Unmasked Estep 
Score: -12963371.000000 Penalty: 5543.335938
	Iteration 87F: 3 clusters Score -1.296337e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Entering Unmasked Estep 
Score: -205738.015625 Penalty: 1755.010132
	Iteration 0F: 2 clusters Score -205738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -203743.734375 Penalty: 3510.020264
	Iteration 0F: 3 clusters Score -203743.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -204316.171875 Penalty: 3510.020264
	Iteration 1F: 3 clusters Score -204316.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -204691.062500 Penalty: 3510.020264
	Iteration 2F: 3 clusters Score -204691.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -204947.140625 Penalty: 3510.020264
	Iteration 3F: 3 clusters Score -204947.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -205132.515625 Penalty: 3510.020264
	Iteration 4F: 3 clusters Score -205132.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -205297.046875 Penalty: 3510.020264
	Iteration 5Q: 3 clusters Score -205297 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -205353.000000 Penalty: 3510.020264
	Iteration 6Q: 3 clusters Score -205353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -205374.703125 Penalty: 3510.020264
	Iteration 7Q: 3 clusters Score -205374.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -205385.531250 Penalty: 3510.020264
	Iteration 8Q: 3 clusters Score -205385.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -205394.078125 Penalty: 3510.020264
	Iteration 9Q: 3 clusters Score -205394.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -205394.078125 Penalty: 3510.020264
	Iteration 10F: 3 clusters Score -205394.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (48517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48517 members 
Entering Unmasked Estep 
Score: -8857898.000000 Penalty: 2675.838135
	Iteration 0F: 2 clusters Score -8857898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -8827642.000000 Penalty: 5351.676270
	Iteration 0F: 3 clusters Score -8827642 nChanged 22425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -8840108.000000 Penalty: 5351.676270
	Iteration 1F: 3 clusters Score -8840108 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -8840720.000000 Penalty: 5351.676270
	Iteration 2Q: 3 clusters Score -8840720 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -8841442.000000 Penalty: 5351.676270
	Iteration 3Q: 3 clusters Score -8841442 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27298 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -8842430.000000 Penalty: 5351.676270
	Iteration 4Q: 3 clusters Score -8842430 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -8843895.000000 Penalty: 5351.676270
	Iteration 5F: 3 clusters Score -8843895 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -8845890.000000 Penalty: 5351.676270
	Iteration 6F: 3 clusters Score -8845890 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -8848398.000000 Penalty: 5351.676270
	Iteration 7F: 3 clusters Score -8848398 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -8850816.000000 Penalty: 5351.676270
	Iteration 8F: 3 clusters Score -8850816 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37379 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -8852870.000000 Penalty: 5351.676270
	Iteration 9F: 3 clusters Score -8852870 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38826 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -8854206.000000 Penalty: 5351.676270
	Iteration 10Q: 3 clusters Score -8854206 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39884 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -8854985.000000 Penalty: 5351.676270
	Iteration 11Q: 3 clusters Score -8854985 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40730 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -8855481.000000 Penalty: 5351.676270
	Iteration 12Q: 3 clusters Score -8855481 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -8855829.000000 Penalty: 5351.676270
	Iteration 13Q: 3 clusters Score -8855829 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42116 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -8856097.000000 Penalty: 5351.676270
	Iteration 14Q: 3 clusters Score -8856097 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42689 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -8856279.000000 Penalty: 5351.676270
	Iteration 15Q: 3 clusters Score -8856279 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43182 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -8856397.000000 Penalty: 5351.676270
	Iteration 16Q: 3 clusters Score -8856397 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -8856517.000000 Penalty: 5351.676270
	Iteration 17Q: 3 clusters Score -8856517 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44085 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -8856624.000000 Penalty: 5351.676270
	Iteration 18Q: 3 clusters Score -8856624 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -8856709.000000 Penalty: 5351.676270
	Iteration 19Q: 3 clusters Score -8856709 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -8856713.000000 Penalty: 5351.676270
	Iteration 20F: 3 clusters Score -8856713 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -8856718.000000 Penalty: 5351.676270
	Iteration 21Q: 3 clusters Score -8856718 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45615 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -8856713.000000 Penalty: 5351.676270
	Iteration 22Q: 3 clusters Score -8856713 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45910 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -8856746.000000 Penalty: 5351.676270
	Iteration 23Q: 3 clusters Score -8856746 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46185 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -8856702.000000 Penalty: 5351.676270
	Iteration 24Q: 3 clusters Score -8856702 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46424 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -8856680.000000 Penalty: 5351.676270
	Iteration 25Q: 3 clusters Score -8856680 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46620 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -8856671.000000 Penalty: 5351.676270
	Iteration 26Q: 3 clusters Score -8856671 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -8856631.000000 Penalty: 5351.676270
	Iteration 27Q: 3 clusters Score -8856631 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -8856629.000000 Penalty: 5351.676270
	Iteration 28Q: 3 clusters Score -8856629 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -8856615.000000 Penalty: 5351.676270
	Iteration 29Q: 3 clusters Score -8856615 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47109 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -8856578.000000 Penalty: 5351.676270
	Iteration 30Q: 3 clusters Score -8856578 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47199 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -8856578.000000 Penalty: 5351.676270
	Iteration 31Q: 3 clusters Score -8856578 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47269 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -8856563.000000 Penalty: 5351.676270
	Iteration 32Q: 3 clusters Score -8856563 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47323 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -8856566.000000 Penalty: 5351.676270
	Iteration 33Q: 3 clusters Score -8856566 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47370 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -8856563.000000 Penalty: 5351.676270
	Iteration 34Q: 3 clusters Score -8856563 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47404 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -8856550.000000 Penalty: 5351.676270
	Iteration 35Q: 3 clusters Score -8856550 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47431 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -8856553.000000 Penalty: 5351.676270
	Iteration 36Q: 3 clusters Score -8856553 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47457 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -8856548.000000 Penalty: 5351.676270
	Iteration 37Q: 3 clusters Score -8856548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47477 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -8856542.000000 Penalty: 5351.676270
	Iteration 38Q: 3 clusters Score -8856542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47495 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -8856546.000000 Penalty: 5351.676270
	Iteration 39Q: 3 clusters Score -8856546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47510 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -8856552.000000 Penalty: 5351.676270
	Iteration 40F: 3 clusters Score -8856552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -8856554.000000 Penalty: 5351.676270
	Iteration 41Q: 3 clusters Score -8856554 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47541 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -8856556.000000 Penalty: 5351.676270
	Iteration 42Q: 3 clusters Score -8856556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47554 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -8856537.000000 Penalty: 5351.676270
	Iteration 43Q: 3 clusters Score -8856537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47567 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -8856531.000000 Penalty: 5351.676270
	Iteration 44Q: 3 clusters Score -8856531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47570 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -8856517.000000 Penalty: 5351.676270
	Iteration 45Q: 3 clusters Score -8856517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47574 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -8856527.000000 Penalty: 5351.676270
	Iteration 46Q: 3 clusters Score -8856527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47581 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -8856531.000000 Penalty: 5351.676270
	Iteration 47Q: 3 clusters Score -8856531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47585 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -8856530.000000 Penalty: 5351.676270
	Iteration 48Q: 3 clusters Score -8856530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47586 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -8856525.000000 Penalty: 5351.676270
	Iteration 49Q: 3 clusters Score -8856525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47590 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -8856522.000000 Penalty: 5351.676270
	Iteration 50Q: 3 clusters Score -8856522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47595 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -8856523.000000 Penalty: 5351.676270
	Iteration 51Q: 3 clusters Score -8856523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47599 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -8856524.000000 Penalty: 5351.676270
	Iteration 52Q: 3 clusters Score -8856524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47599 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -8856516.000000 Penalty: 5351.676270
	Iteration 53Q: 3 clusters Score -8856516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47599 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -8856516.000000 Penalty: 5351.676270
	Iteration 54F: 3 clusters Score -8856516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (50512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50512 members 
Entering Unmasked Estep 
Score: -9287547.000000 Penalty: 2685.831787
	Iteration 0F: 2 clusters Score -9287547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 25239 members 
Entering Unmasked Estep 
Score: -9259683.000000 Penalty: 5371.663574
	Iteration 0F: 3 clusters Score -9259683 nChanged 23326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -9272450.000000 Penalty: 5371.663574
	Iteration 1F: 3 clusters Score -9272450 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -9272878.000000 Penalty: 5371.663574
	Iteration 2Q: 3 clusters Score -9272878 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -9273281.000000 Penalty: 5371.663574
	Iteration 3Q: 3 clusters Score -9273281 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -9273663.000000 Penalty: 5371.663574
	Iteration 4Q: 3 clusters Score -9273663 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 26320 members 
Entering Unmasked Estep 
Score: -9274105.000000 Penalty: 5371.663574
	Iteration 5Q: 3 clusters Score -9274105 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -9274566.000000 Penalty: 5371.663574
	Iteration 6Q: 3 clusters Score -9274566 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -9275205.000000 Penalty: 5371.663574
	Iteration 7Q: 3 clusters Score -9275205 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -9276036.000000 Penalty: 5371.663574
	Iteration 8Q: 3 clusters Score -9276036 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -9277132.000000 Penalty: 5371.663574
	Iteration 9Q: 3 clusters Score -9277132 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 29670 members 
Entering Unmasked Estep 
Score: -9278817.000000 Penalty: 5371.663574
	Iteration 10Q: 3 clusters Score -9278817 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -9280930.000000 Penalty: 5371.663574
	Iteration 11F: 3 clusters Score -9280930 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -9283046.000000 Penalty: 5371.663574
	Iteration 12F: 3 clusters Score -9283046 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -9284437.000000 Penalty: 5371.663574
	Iteration 13Q: 3 clusters Score -9284437 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 31871 members 
Entering Unmasked Estep 
Score: -9285154.000000 Penalty: 5371.663574
	Iteration 14Q: 3 clusters Score -9285154 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 32206 members 
Entering Unmasked Estep 
Score: -9285502.000000 Penalty: 5371.663574
	Iteration 15Q: 3 clusters Score -9285502 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -9285761.000000 Penalty: 5371.663574
	Iteration 16Q: 3 clusters Score -9285761 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -9286030.000000 Penalty: 5371.663574
	Iteration 17Q: 3 clusters Score -9286030 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -9286302.000000 Penalty: 5371.663574
	Iteration 18Q: 3 clusters Score -9286302 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -9286563.000000 Penalty: 5371.663574
	Iteration 19Q: 3 clusters Score -9286563 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 33998 members 
Entering Unmasked Estep 
Score: -9286866.000000 Penalty: 5371.663574
	Iteration 20F: 3 clusters Score -9286866 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -9287128.000000 Penalty: 5371.663574
	Iteration 21Q: 3 clusters Score -9287128 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 34797 members 
Entering Unmasked Estep 
Score: -9287397.000000 Penalty: 5371.663574
	Iteration 22Q: 3 clusters Score -9287397 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -9287583.000000 Penalty: 5371.663574
	Iteration 23Q: 3 clusters Score -9287583 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -9287777.000000 Penalty: 5371.663574
	Iteration 24Q: 3 clusters Score -9287777 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -9287991.000000 Penalty: 5371.663574
	Iteration 25Q: 3 clusters Score -9287991 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -9288138.000000 Penalty: 5371.663574
	Iteration 26Q: 3 clusters Score -9288138 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -9288306.000000 Penalty: 5371.663574
	Iteration 27Q: 3 clusters Score -9288306 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 37376 members 
Entering Unmasked Estep 
Score: -9288444.000000 Penalty: 5371.663574
	Iteration 28Q: 3 clusters Score -9288444 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 37763 members 
Entering Unmasked Estep 
Score: -9288554.000000 Penalty: 5371.663574
	Iteration 29Q: 3 clusters Score -9288554 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 38136 members 
Entering Unmasked Estep 
Score: -9288656.000000 Penalty: 5371.663574
	Iteration 30Q: 3 clusters Score -9288656 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -9288699.000000 Penalty: 5371.663574
	Iteration 31Q: 3 clusters Score -9288699 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -9288769.000000 Penalty: 5371.663574
	Iteration 32Q: 3 clusters Score -9288769 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
Score: -9288848.000000 Penalty: 5371.663574
	Iteration 33Q: 3 clusters Score -9288848 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -9288897.000000 Penalty: 5371.663574
	Iteration 34Q: 3 clusters Score -9288897 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 39893 members 
Entering Unmasked Estep 
Score: -9288941.000000 Penalty: 5371.663574
	Iteration 35Q: 3 clusters Score -9288941 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -9288928.000000 Penalty: 5371.663574
	Iteration 36Q: 3 clusters Score -9288928 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -9288961.000000 Penalty: 5371.663574
	Iteration 37Q: 3 clusters Score -9288961 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 40675 members 
Entering Unmasked Estep 
Score: -9288995.000000 Penalty: 5371.663574
	Iteration 38Q: 3 clusters Score -9288995 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -9289021.000000 Penalty: 5371.663574
	Iteration 39Q: 3 clusters Score -9289021 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 41228 members 
Entering Unmasked Estep 
Score: -9289078.000000 Penalty: 5371.663574
	Iteration 40F: 3 clusters Score -9289078 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -9289059.000000 Penalty: 5371.663574
	Iteration 41Q: 3 clusters Score -9289059 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -9289095.000000 Penalty: 5371.663574
	Iteration 42Q: 3 clusters Score -9289095 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -9289096.000000 Penalty: 5371.663574
	Iteration 43Q: 3 clusters Score -9289096 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 42260 members 
Entering Unmasked Estep 
Score: -9289098.000000 Penalty: 5371.663574
	Iteration 44Q: 3 clusters Score -9289098 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 42467 members 
Entering Unmasked Estep 
Score: -9289099.000000 Penalty: 5371.663574
	Iteration 45Q: 3 clusters Score -9289099 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 42679 members 
Entering Unmasked Estep 
Score: -9289035.000000 Penalty: 5371.663574
	Iteration 46Q: 3 clusters Score -9289035 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 42881 members 
Entering Unmasked Estep 
Score: -9289013.000000 Penalty: 5371.663574
	Iteration 47Q: 3 clusters Score -9289013 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
Score: -9288987.000000 Penalty: 5371.663574
	Iteration 48Q: 3 clusters Score -9288987 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 43254 members 
Entering Unmasked Estep 
Score: -9288946.000000 Penalty: 5371.663574
	Iteration 49Q: 3 clusters Score -9288946 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 43402 members 
Entering Unmasked Estep 
Score: -9288879.000000 Penalty: 5371.663574
	Iteration 50Q: 3 clusters Score -9288879 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -9288846.000000 Penalty: 5371.663574
	Iteration 51Q: 3 clusters Score -9288846 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -9288833.000000 Penalty: 5371.663574
	Iteration 52Q: 3 clusters Score -9288833 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -9288760.000000 Penalty: 5371.663574
	Iteration 53Q: 3 clusters Score -9288760 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -9288703.000000 Penalty: 5371.663574
	Iteration 54Q: 3 clusters Score -9288703 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -9288648.000000 Penalty: 5371.663574
	Iteration 55Q: 3 clusters Score -9288648 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -9288577.000000 Penalty: 5371.663574
	Iteration 56Q: 3 clusters Score -9288577 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -9288539.000000 Penalty: 5371.663574
	Iteration 57Q: 3 clusters Score -9288539 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -9288503.000000 Penalty: 5371.663574
	Iteration 58Q: 3 clusters Score -9288503 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -9288471.000000 Penalty: 5371.663574
	Iteration 59Q: 3 clusters Score -9288471 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -9288432.000000 Penalty: 5371.663574
	Iteration 60F: 3 clusters Score -9288432 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 44681 members 
Entering Unmasked Estep 
Score: -9288416.000000 Penalty: 5371.663574
	Iteration 61Q: 3 clusters Score -9288416 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 44762 members 
Entering Unmasked Estep 
Score: -9288364.000000 Penalty: 5371.663574
	Iteration 62Q: 3 clusters Score -9288364 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 44832 members 
Entering Unmasked Estep 
Score: -9288333.000000 Penalty: 5371.663574
	Iteration 63Q: 3 clusters Score -9288333 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -9288292.000000 Penalty: 5371.663574
	Iteration 64Q: 3 clusters Score -9288292 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 44943 members 
Entering Unmasked Estep 
Score: -9288261.000000 Penalty: 5371.663574
	Iteration 65Q: 3 clusters Score -9288261 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 44991 members 
Entering Unmasked Estep 
Score: -9288244.000000 Penalty: 5371.663574
	Iteration 66Q: 3 clusters Score -9288244 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 45047 members 
Entering Unmasked Estep 
Score: -9288229.000000 Penalty: 5371.663574
	Iteration 67Q: 3 clusters Score -9288229 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 45096 members 
Entering Unmasked Estep 
Score: -9288207.000000 Penalty: 5371.663574
	Iteration 68Q: 3 clusters Score -9288207 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
Score: -9288176.000000 Penalty: 5371.663574
	Iteration 69Q: 3 clusters Score -9288176 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -9288155.000000 Penalty: 5371.663574
	Iteration 70Q: 3 clusters Score -9288155 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 45243 members 
Entering Unmasked Estep 
Score: -9288137.000000 Penalty: 5371.663574
	Iteration 71Q: 3 clusters Score -9288137 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 45293 members 
Entering Unmasked Estep 
Score: -9288104.000000 Penalty: 5371.663574
	Iteration 72Q: 3 clusters Score -9288104 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 45357 members 
Entering Unmasked Estep 
Score: -9288040.000000 Penalty: 5371.663574
	Iteration 73Q: 3 clusters Score -9288040 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 45404 members 
Entering Unmasked Estep 
Score: -9288011.000000 Penalty: 5371.663574
	Iteration 74Q: 3 clusters Score -9288011 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 45454 members 
Entering Unmasked Estep 
Score: -9287983.000000 Penalty: 5371.663574
	Iteration 75Q: 3 clusters Score -9287983 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 45507 members 
Entering Unmasked Estep 
Score: -9287971.000000 Penalty: 5371.663574
	Iteration 76Q: 3 clusters Score -9287971 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
Score: -9287956.000000 Penalty: 5371.663574
	Iteration 77Q: 3 clusters Score -9287956 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 45633 members 
Entering Unmasked Estep 
Score: -9287942.000000 Penalty: 5371.663574
	Iteration 78Q: 3 clusters Score -9287942 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 45679 members 
Entering Unmasked Estep 
Score: -9287939.000000 Penalty: 5371.663574
	Iteration 79Q: 3 clusters Score -9287939 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 45720 members 
Entering Unmasked Estep 
Score: -9287906.000000 Penalty: 5371.663574
	Iteration 80F: 3 clusters Score -9287906 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 45762 members 
Entering Unmasked Estep 
Score: -9287871.000000 Penalty: 5371.663574
	Iteration 81Q: 3 clusters Score -9287871 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
Score: -9287849.000000 Penalty: 5371.663574
	Iteration 82Q: 3 clusters Score -9287849 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 45837 members 
Entering Unmasked Estep 
Score: -9287826.000000 Penalty: 5371.663574
	Iteration 83Q: 3 clusters Score -9287826 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 45884 members 
Entering Unmasked Estep 
Score: -9287807.000000 Penalty: 5371.663574
	Iteration 84Q: 3 clusters Score -9287807 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
Score: -9287779.000000 Penalty: 5371.663574
	Iteration 85Q: 3 clusters Score -9287779 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 45993 members 
Entering Unmasked Estep 
Score: -9287754.000000 Penalty: 5371.663574
	Iteration 86Q: 3 clusters Score -9287754 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 46029 members 
Entering Unmasked Estep 
Score: -9287726.000000 Penalty: 5371.663574
	Iteration 87Q: 3 clusters Score -9287726 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 46069 members 
Entering Unmasked Estep 
Score: -9287698.000000 Penalty: 5371.663574
	Iteration 88Q: 3 clusters Score -9287698 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
Score: -9287699.000000 Penalty: 5371.663574
	Iteration 89Q: 3 clusters Score -9287699 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 46148 members 
Entering Unmasked Estep 
Score: -9287667.000000 Penalty: 5371.663574
	Iteration 90Q: 3 clusters Score -9287667 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 46170 members 
Entering Unmasked Estep 
Score: -9287655.000000 Penalty: 5371.663574
	Iteration 91Q: 3 clusters Score -9287655 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -9287659.000000 Penalty: 5371.663574
	Iteration 92Q: 3 clusters Score -9287659 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 46211 members 
Entering Unmasked Estep 
Score: -9287646.000000 Penalty: 5371.663574
	Iteration 93Q: 3 clusters Score -9287646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -9287646.000000 Penalty: 5371.663574
	Iteration 94Q: 3 clusters Score -9287646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 46260 members 
Entering Unmasked Estep 
Score: -9287632.000000 Penalty: 5371.663574
	Iteration 95Q: 3 clusters Score -9287632 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 46285 members 
Entering Unmasked Estep 
Score: -9287622.000000 Penalty: 5371.663574
	Iteration 96Q: 3 clusters Score -9287622 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 46308 members 
Entering Unmasked Estep 
Score: -9287608.000000 Penalty: 5371.663574
	Iteration 97Q: 3 clusters Score -9287608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 46337 members 
Entering Unmasked Estep 
Score: -9287597.000000 Penalty: 5371.663574
	Iteration 98Q: 3 clusters Score -9287597 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 46373 members 
Entering Unmasked Estep 
Score: -9287584.000000 Penalty: 5371.663574
	Iteration 99Q: 3 clusters Score -9287584 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 46411 members 
Entering Unmasked Estep 
Score: -9287550.000000 Penalty: 5371.663574
	Iteration 100F: 3 clusters Score -9287550 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 46454 members 
Entering Unmasked Estep 
Score: -9287553.000000 Penalty: 5371.663574
	Iteration 101Q: 3 clusters Score -9287553 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 46493 members 
Entering Unmasked Estep 
Score: -9287520.000000 Penalty: 5371.663574
	Iteration 102Q: 3 clusters Score -9287520 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 46532 members 
Entering Unmasked Estep 
Score: -9287490.000000 Penalty: 5371.663574
	Iteration 103Q: 3 clusters Score -9287490 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 46566 members 
Entering Unmasked Estep 
Score: -9287457.000000 Penalty: 5371.663574
	Iteration 104Q: 3 clusters Score -9287457 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 46594 members 
Entering Unmasked Estep 
Score: -9287452.000000 Penalty: 5371.663574
	Iteration 105Q: 3 clusters Score -9287452 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 46628 members 
Entering Unmasked Estep 
Score: -9287442.000000 Penalty: 5371.663574
	Iteration 106Q: 3 clusters Score -9287442 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 46653 members 
Entering Unmasked Estep 
Score: -9287434.000000 Penalty: 5371.663574
	Iteration 107Q: 3 clusters Score -9287434 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 46684 members 
Entering Unmasked Estep 
Score: -9287439.000000 Penalty: 5371.663574
	Iteration 108Q: 3 clusters Score -9287439 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 46712 members 
Entering Unmasked Estep 
Score: -9287400.000000 Penalty: 5371.663574
	Iteration 109Q: 3 clusters Score -9287400 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 46739 members 
Entering Unmasked Estep 
Score: -9287389.000000 Penalty: 5371.663574
	Iteration 110Q: 3 clusters Score -9287389 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 46765 members 
Entering Unmasked Estep 
Score: -9287389.000000 Penalty: 5371.663574
	Iteration 111Q: 3 clusters Score -9287389 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 46795 members 
Entering Unmasked Estep 
Score: -9287380.000000 Penalty: 5371.663574
	Iteration 112Q: 3 clusters Score -9287380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 46810 members 
Entering Unmasked Estep 
Score: -9287367.000000 Penalty: 5371.663574
	Iteration 113Q: 3 clusters Score -9287367 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -9287373.000000 Penalty: 5371.663574
	Iteration 114Q: 3 clusters Score -9287373 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -9287371.000000 Penalty: 5371.663574
	Iteration 115Q: 3 clusters Score -9287371 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 46872 members 
Entering Unmasked Estep 
Score: -9287363.000000 Penalty: 5371.663574
	Iteration 116Q: 3 clusters Score -9287363 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 46888 members 
Entering Unmasked Estep 
Score: -9287365.000000 Penalty: 5371.663574
	Iteration 117Q: 3 clusters Score -9287365 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
Score: -9287361.000000 Penalty: 5371.663574
	Iteration 118Q: 3 clusters Score -9287361 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 46933 members 
Entering Unmasked Estep 
Score: -9287338.000000 Penalty: 5371.663574
	Iteration 119Q: 3 clusters Score -9287338 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 46958 members 
Entering Unmasked Estep 
Score: -9287322.000000 Penalty: 5371.663574
	Iteration 120F: 3 clusters Score -9287322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 46979 members 
Entering Unmasked Estep 
Score: -9287320.000000 Penalty: 5371.663574
	Iteration 121Q: 3 clusters Score -9287320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 47005 members 
Entering Unmasked Estep 
Score: -9287309.000000 Penalty: 5371.663574
	Iteration 122Q: 3 clusters Score -9287309 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -9287309.000000 Penalty: 5371.663574
	Iteration 123Q: 3 clusters Score -9287309 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 47053 members 
Entering Unmasked Estep 
Score: -9287318.000000 Penalty: 5371.663574
	Iteration 124Q: 3 clusters Score -9287318 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 47083 members 
Entering Unmasked Estep 
Score: -9287298.000000 Penalty: 5371.663574
	Iteration 125Q: 3 clusters Score -9287298 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 47111 members 
Entering Unmasked Estep 
Score: -9287300.000000 Penalty: 5371.663574
	Iteration 126Q: 3 clusters Score -9287300 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 47147 members 
Entering Unmasked Estep 
Score: -9287274.000000 Penalty: 5371.663574
	Iteration 127Q: 3 clusters Score -9287274 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 47182 members 
Entering Unmasked Estep 
Score: -9287242.000000 Penalty: 5371.663574
	Iteration 128Q: 3 clusters Score -9287242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 47205 members 
Entering Unmasked Estep 
Score: -9287234.000000 Penalty: 5371.663574
	Iteration 129Q: 3 clusters Score -9287234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 47224 members 
Entering Unmasked Estep 
Score: -9287210.000000 Penalty: 5371.663574
	Iteration 130Q: 3 clusters Score -9287210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 47239 members 
Entering Unmasked Estep 
Score: -9287195.000000 Penalty: 5371.663574
	Iteration 131Q: 3 clusters Score -9287195 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 47263 members 
Entering Unmasked Estep 
Score: -9287188.000000 Penalty: 5371.663574
	Iteration 132Q: 3 clusters Score -9287188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 47278 members 
Entering Unmasked Estep 
Score: -9287182.000000 Penalty: 5371.663574
	Iteration 133Q: 3 clusters Score -9287182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 47288 members 
Entering Unmasked Estep 
Score: -9287184.000000 Penalty: 5371.663574
	Iteration 134Q: 3 clusters Score -9287184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 47296 members 
Entering Unmasked Estep 
Score: -9287180.000000 Penalty: 5371.663574
	Iteration 135Q: 3 clusters Score -9287180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 47307 members 
Entering Unmasked Estep 
Score: -9287175.000000 Penalty: 5371.663574
	Iteration 136Q: 3 clusters Score -9287175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 47318 members 
Entering Unmasked Estep 
Score: -9287174.000000 Penalty: 5371.663574
	Iteration 137Q: 3 clusters Score -9287174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 47333 members 
Entering Unmasked Estep 
Score: -9287158.000000 Penalty: 5371.663574
	Iteration 138Q: 3 clusters Score -9287158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 47341 members 
Entering Unmasked Estep 
Score: -9287152.000000 Penalty: 5371.663574
	Iteration 139Q: 3 clusters Score -9287152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 47349 members 
Entering Unmasked Estep 
Score: -9287152.000000 Penalty: 5371.663574
	Iteration 140F: 3 clusters Score -9287152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 47359 members 
Entering Unmasked Estep 
Score: -9287143.000000 Penalty: 5371.663574
	Iteration 141Q: 3 clusters Score -9287143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 47364 members 
Entering Unmasked Estep 
Score: -9287147.000000 Penalty: 5371.663574
	Iteration 142Q: 3 clusters Score -9287147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 47370 members 
Entering Unmasked Estep 
Score: -9287147.000000 Penalty: 5371.663574
	Iteration 143Q: 3 clusters Score -9287147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 47379 members 
Entering Unmasked Estep 
Score: -9287142.000000 Penalty: 5371.663574
	Iteration 144Q: 3 clusters Score -9287142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -9287139.000000 Penalty: 5371.663574
	Iteration 145Q: 3 clusters Score -9287139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 47399 members 
Entering Unmasked Estep 
Score: -9287146.000000 Penalty: 5371.663574
	Iteration 146Q: 3 clusters Score -9287146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 47406 members 
Entering Unmasked Estep 
Score: -9287143.000000 Penalty: 5371.663574
	Iteration 147Q: 3 clusters Score -9287143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 47416 members 
Entering Unmasked Estep 
Score: -9287142.000000 Penalty: 5371.663574
	Iteration 148Q: 3 clusters Score -9287142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 47424 members 
Entering Unmasked Estep 
Score: -9287142.000000 Penalty: 5371.663574
	Iteration 149Q: 3 clusters Score -9287142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 47428 members 
Entering Unmasked Estep 
Score: -9287151.000000 Penalty: 5371.663574
	Iteration 150Q: 3 clusters Score -9287151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 47436 members 
Entering Unmasked Estep 
Score: -9287141.000000 Penalty: 5371.663574
	Iteration 151Q: 3 clusters Score -9287141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 47440 members 
Entering Unmasked Estep 
Score: -9287145.000000 Penalty: 5371.663574
	Iteration 152Q: 3 clusters Score -9287145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 47444 members 
Entering Unmasked Estep 
Score: -9287148.000000 Penalty: 5371.663574
	Iteration 153Q: 3 clusters Score -9287148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 47450 members 
Entering Unmasked Estep 
Score: -9287148.000000 Penalty: 5371.663574
	Iteration 154Q: 3 clusters Score -9287148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 47461 members 
Entering Unmasked Estep 
Score: -9287139.000000 Penalty: 5371.663574
	Iteration 155Q: 3 clusters Score -9287139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 47475 members 
Entering Unmasked Estep 
Score: -9287111.000000 Penalty: 5371.663574
	Iteration 156Q: 3 clusters Score -9287111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 47490 members 
Entering Unmasked Estep 
Score: -9287097.000000 Penalty: 5371.663574
	Iteration 157Q: 3 clusters Score -9287097 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 47507 members 
Entering Unmasked Estep 
Score: -9287086.000000 Penalty: 5371.663574
	Iteration 158Q: 3 clusters Score -9287086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 47522 members 
Entering Unmasked Estep 
Score: -9287074.000000 Penalty: 5371.663574
	Iteration 159Q: 3 clusters Score -9287074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -9287075.000000 Penalty: 5371.663574
	Iteration 160F: 3 clusters Score -9287075 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 47561 members 
Entering Unmasked Estep 
Score: -9287071.000000 Penalty: 5371.663574
	Iteration 161Q: 3 clusters Score -9287071 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 47587 members 
Entering Unmasked Estep 
Score: -9287060.000000 Penalty: 5371.663574
	Iteration 162Q: 3 clusters Score -9287060 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 47613 members 
Entering Unmasked Estep 
Score: -9287065.000000 Penalty: 5371.663574
	Iteration 163Q: 3 clusters Score -9287065 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 47638 members 
Entering Unmasked Estep 
Score: -9287061.000000 Penalty: 5371.663574
	Iteration 164Q: 3 clusters Score -9287061 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 47660 members 
Entering Unmasked Estep 
Score: -9287036.000000 Penalty: 5371.663574
	Iteration 165Q: 3 clusters Score -9287036 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -9287031.000000 Penalty: 5371.663574
	Iteration 166Q: 3 clusters Score -9287031 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 47698 members 
Entering Unmasked Estep 
Score: -9287024.000000 Penalty: 5371.663574
	Iteration 167Q: 3 clusters Score -9287024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 47711 members 
Entering Unmasked Estep 
Score: -9287018.000000 Penalty: 5371.663574
	Iteration 168Q: 3 clusters Score -9287018 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 47727 members 
Entering Unmasked Estep 
Score: -9287011.000000 Penalty: 5371.663574
	Iteration 169Q: 3 clusters Score -9287011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 47736 members 
Entering Unmasked Estep 
Score: -9287004.000000 Penalty: 5371.663574
	Iteration 170Q: 3 clusters Score -9287004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 47742 members 
Entering Unmasked Estep 
Score: -9287008.000000 Penalty: 5371.663574
	Iteration 171Q: 3 clusters Score -9287008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 47749 members 
Entering Unmasked Estep 
Score: -9286998.000000 Penalty: 5371.663574
	Iteration 172Q: 3 clusters Score -9286998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 47755 members 
Entering Unmasked Estep 
Score: -9287002.000000 Penalty: 5371.663574
	Iteration 173Q: 3 clusters Score -9287002 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 47761 members 
Entering Unmasked Estep 
Score: -9286995.000000 Penalty: 5371.663574
	Iteration 174Q: 3 clusters Score -9286995 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 47769 members 
Entering Unmasked Estep 
Score: -9286985.000000 Penalty: 5371.663574
	Iteration 175Q: 3 clusters Score -9286985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 47779 members 
Entering Unmasked Estep 
Score: -9286975.000000 Penalty: 5371.663574
	Iteration 176Q: 3 clusters Score -9286975 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 47794 members 
Entering Unmasked Estep 
Score: -9286976.000000 Penalty: 5371.663574
	Iteration 177Q: 3 clusters Score -9286976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 47811 members 
Entering Unmasked Estep 
Score: -9286990.000000 Penalty: 5371.663574
	Iteration 178Q: 3 clusters Score -9286990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 47830 members 
Entering Unmasked Estep 
Score: -9286987.000000 Penalty: 5371.663574
	Iteration 179Q: 3 clusters Score -9286987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -9286974.000000 Penalty: 5371.663574
	Iteration 180F: 3 clusters Score -9286974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 47859 members 
Entering Unmasked Estep 
Score: -9286966.000000 Penalty: 5371.663574
	Iteration 181Q: 3 clusters Score -9286966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 47870 members 
Entering Unmasked Estep 
Score: -9286968.000000 Penalty: 5371.663574
	Iteration 182Q: 3 clusters Score -9286968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 47882 members 
Entering Unmasked Estep 
Score: -9286965.000000 Penalty: 5371.663574
	Iteration 183Q: 3 clusters Score -9286965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 47895 members 
Entering Unmasked Estep 
Score: -9286955.000000 Penalty: 5371.663574
	Iteration 184Q: 3 clusters Score -9286955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 47905 members 
Entering Unmasked Estep 
Score: -9286947.000000 Penalty: 5371.663574
	Iteration 185Q: 3 clusters Score -9286947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 47909 members 
Entering Unmasked Estep 
Score: -9286966.000000 Penalty: 5371.663574
	Iteration 186Q: 3 clusters Score -9286966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 47913 members 
Entering Unmasked Estep 
Score: -9286962.000000 Penalty: 5371.663574
	Iteration 187Q: 3 clusters Score -9286962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 47914 members 
Entering Unmasked Estep 
Score: -9286958.000000 Penalty: 5371.663574
	Iteration 188Q: 3 clusters Score -9286958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 47914 members 
Entering Unmasked Estep 
Score: -9286958.000000 Penalty: 5371.663574
	Iteration 189F: 3 clusters Score -9286958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (55914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55914 members 
Entering Unmasked Estep 
Score: -10428329.000000 Penalty: 2711.029297
	Iteration 0F: 2 clusters Score -1.042833e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -10402284.000000 Penalty: 5422.058594
	Iteration 0F: 3 clusters Score -1.040228e+07 nChanged 25836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26122 members 
Mstep: Class 2 contains 29792 members 
Entering Unmasked Estep 
Score: -10416798.000000 Penalty: 5422.058594
	Iteration 1F: 3 clusters Score -1.04168e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -10417533.000000 Penalty: 5422.058594
	Iteration 2Q: 3 clusters Score -1.041753e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 32144 members 
Entering Unmasked Estep 
Score: -10418512.000000 Penalty: 5422.058594
	Iteration 3Q: 3 clusters Score -1.041851e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -10419857.000000 Penalty: 5422.058594
	Iteration 4Q: 3 clusters Score -1.041986e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -10421650.000000 Penalty: 5422.058594
	Iteration 5F: 3 clusters Score -1.042165e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16426 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -10423811.000000 Penalty: 5422.058594
	Iteration 6F: 3 clusters Score -1.042381e+07 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -10426158.000000 Penalty: 5422.058594
	Iteration 7F: 3 clusters Score -1.042616e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 45813 members 
Entering Unmasked Estep 
Score: -10427404.000000 Penalty: 5422.058594
	Iteration 8F: 3 clusters Score -1.04274e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 47443 members 
Entering Unmasked Estep 
Score: -10428023.000000 Penalty: 5422.058594
	Iteration 9Q: 3 clusters Score -1.042802e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 48232 members 
Entering Unmasked Estep 
Score: -10428449.000000 Penalty: 5422.058594
	Iteration 10Q: 3 clusters Score -1.042845e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 48660 members 
Entering Unmasked Estep 
Score: -10428528.000000 Penalty: 5422.058594
	Iteration 11Q: 3 clusters Score -1.042853e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 48901 members 
Entering Unmasked Estep 
Score: -10428592.000000 Penalty: 5422.058594
	Iteration 12Q: 3 clusters Score -1.042859e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 49040 members 
Entering Unmasked Estep 
Score: -10428663.000000 Penalty: 5422.058594
	Iteration 13Q: 3 clusters Score -1.042866e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 49151 members 
Entering Unmasked Estep 
Score: -10428634.000000 Penalty: 5422.058594
	Iteration 14Q: 3 clusters Score -1.042863e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 49188 members 
Entering Unmasked Estep 
Score: -10428648.000000 Penalty: 5422.058594
	Iteration 15Q: 3 clusters Score -1.042865e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 49226 members 
Entering Unmasked Estep 
Score: -10428653.000000 Penalty: 5422.058594
	Iteration 16Q: 3 clusters Score -1.042865e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 49253 members 
Entering Unmasked Estep 
Score: -10428660.000000 Penalty: 5422.058594
	Iteration 17Q: 3 clusters Score -1.042866e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 49274 members 
Entering Unmasked Estep 
Score: -10428656.000000 Penalty: 5422.058594
	Iteration 18Q: 3 clusters Score -1.042866e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 49277 members 
Entering Unmasked Estep 
Score: -10428687.000000 Penalty: 5422.058594
	Iteration 19Q: 3 clusters Score -1.042869e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 49264 members 
Entering Unmasked Estep 
Score: -10428721.000000 Penalty: 5422.058594
	Iteration 20F: 3 clusters Score -1.042872e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 49245 members 
Entering Unmasked Estep 
Score: -10428731.000000 Penalty: 5422.058594
	Iteration 21Q: 3 clusters Score -1.042873e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 49235 members 
Entering Unmasked Estep 
Score: -10428726.000000 Penalty: 5422.058594
	Iteration 22Q: 3 clusters Score -1.042873e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 49219 members 
Entering Unmasked Estep 
Score: -10428749.000000 Penalty: 5422.058594
	Iteration 23Q: 3 clusters Score -1.042875e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 49215 members 
Entering Unmasked Estep 
Score: -10428739.000000 Penalty: 5422.058594
	Iteration 24Q: 3 clusters Score -1.042874e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 49203 members 
Entering Unmasked Estep 
Score: -10428746.000000 Penalty: 5422.058594
	Iteration 25Q: 3 clusters Score -1.042875e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 49191 members 
Entering Unmasked Estep 
Score: -10428765.000000 Penalty: 5422.058594
	Iteration 26Q: 3 clusters Score -1.042876e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 49175 members 
Entering Unmasked Estep 
Score: -10428758.000000 Penalty: 5422.058594
	Iteration 27Q: 3 clusters Score -1.042876e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 49130 members 
Entering Unmasked Estep 
Score: -10428769.000000 Penalty: 5422.058594
	Iteration 28Q: 3 clusters Score -1.042877e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 49073 members 
Entering Unmasked Estep 
Score: -10428818.000000 Penalty: 5422.058594
	Iteration 29Q: 3 clusters Score -1.042882e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 49017 members 
Entering Unmasked Estep 
Score: -10428845.000000 Penalty: 5422.058594
	Iteration 30Q: 3 clusters Score -1.042884e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 48949 members 
Entering Unmasked Estep 
Score: -10428885.000000 Penalty: 5422.058594
	Iteration 31Q: 3 clusters Score -1.042888e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 48876 members 
Entering Unmasked Estep 
Score: -10428896.000000 Penalty: 5422.058594
	Iteration 32Q: 3 clusters Score -1.04289e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 48800 members 
Entering Unmasked Estep 
Score: -10428929.000000 Penalty: 5422.058594
	Iteration 33Q: 3 clusters Score -1.042893e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 48748 members 
Entering Unmasked Estep 
Score: -10428950.000000 Penalty: 5422.058594
	Iteration 34Q: 3 clusters Score -1.042895e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 48697 members 
Entering Unmasked Estep 
Score: -10428984.000000 Penalty: 5422.058594
	Iteration 35Q: 3 clusters Score -1.042898e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 48650 members 
Entering Unmasked Estep 
Score: -10429023.000000 Penalty: 5422.058594
	Iteration 36Q: 3 clusters Score -1.042902e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 48616 members 
Entering Unmasked Estep 
Score: -10429050.000000 Penalty: 5422.058594
	Iteration 37Q: 3 clusters Score -1.042905e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 48575 members 
Entering Unmasked Estep 
Score: -10429049.000000 Penalty: 5422.058594
	Iteration 38Q: 3 clusters Score -1.042905e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 48526 members 
Entering Unmasked Estep 
Score: -10429048.000000 Penalty: 5422.058594
	Iteration 39Q: 3 clusters Score -1.042905e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 48479 members 
Entering Unmasked Estep 
Score: -10429066.000000 Penalty: 5422.058594
	Iteration 40F: 3 clusters Score -1.042907e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 48436 members 
Entering Unmasked Estep 
Score: -10429107.000000 Penalty: 5422.058594
	Iteration 41Q: 3 clusters Score -1.042911e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 48403 members 
Entering Unmasked Estep 
Score: -10429114.000000 Penalty: 5422.058594
	Iteration 42Q: 3 clusters Score -1.042911e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 48366 members 
Entering Unmasked Estep 
Score: -10429130.000000 Penalty: 5422.058594
	Iteration 43Q: 3 clusters Score -1.042913e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 48344 members 
Entering Unmasked Estep 
Score: -10429137.000000 Penalty: 5422.058594
	Iteration 44Q: 3 clusters Score -1.042914e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 48322 members 
Entering Unmasked Estep 
Score: -10429156.000000 Penalty: 5422.058594
	Iteration 45Q: 3 clusters Score -1.042916e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 48302 members 
Entering Unmasked Estep 
Score: -10429168.000000 Penalty: 5422.058594
	Iteration 46Q: 3 clusters Score -1.042917e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 48275 members 
Entering Unmasked Estep 
Score: -10429168.000000 Penalty: 5422.058594
	Iteration 47Q: 3 clusters Score -1.042917e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 48252 members 
Entering Unmasked Estep 
Score: -10429181.000000 Penalty: 5422.058594
	Iteration 48Q: 3 clusters Score -1.042918e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 48233 members 
Entering Unmasked Estep 
Score: -10429200.000000 Penalty: 5422.058594
	Iteration 49Q: 3 clusters Score -1.04292e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 48208 members 
Entering Unmasked Estep 
Score: -10429204.000000 Penalty: 5422.058594
	Iteration 50Q: 3 clusters Score -1.04292e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -10429211.000000 Penalty: 5422.058594
	Iteration 51Q: 3 clusters Score -1.042921e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 48125 members 
Entering Unmasked Estep 
Score: -10429203.000000 Penalty: 5422.058594
	Iteration 52Q: 3 clusters Score -1.04292e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 48083 members 
Entering Unmasked Estep 
Score: -10429226.000000 Penalty: 5422.058594
	Iteration 53Q: 3 clusters Score -1.042923e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 48039 members 
Entering Unmasked Estep 
Score: -10429258.000000 Penalty: 5422.058594
	Iteration 54Q: 3 clusters Score -1.042926e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 47995 members 
Entering Unmasked Estep 
Score: -10429262.000000 Penalty: 5422.058594
	Iteration 55Q: 3 clusters Score -1.042926e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 47954 members 
Entering Unmasked Estep 
Score: -10429275.000000 Penalty: 5422.058594
	Iteration 56Q: 3 clusters Score -1.042928e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 47914 members 
Entering Unmasked Estep 
Score: -10429311.000000 Penalty: 5422.058594
	Iteration 57Q: 3 clusters Score -1.042931e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 47868 members 
Entering Unmasked Estep 
Score: -10429357.000000 Penalty: 5422.058594
	Iteration 58Q: 3 clusters Score -1.042936e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 47807 members 
Entering Unmasked Estep 
Score: -10429386.000000 Penalty: 5422.058594
	Iteration 59Q: 3 clusters Score -1.042939e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 47750 members 
Entering Unmasked Estep 
Score: -10429424.000000 Penalty: 5422.058594
	Iteration 60F: 3 clusters Score -1.042942e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 47695 members 
Entering Unmasked Estep 
Score: -10429437.000000 Penalty: 5422.058594
	Iteration 61Q: 3 clusters Score -1.042944e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 47644 members 
Entering Unmasked Estep 
Score: -10429444.000000 Penalty: 5422.058594
	Iteration 62Q: 3 clusters Score -1.042944e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 47583 members 
Entering Unmasked Estep 
Score: -10429455.000000 Penalty: 5422.058594
	Iteration 63Q: 3 clusters Score -1.042946e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 47524 members 
Entering Unmasked Estep 
Score: -10429505.000000 Penalty: 5422.058594
	Iteration 64Q: 3 clusters Score -1.04295e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 47466 members 
Entering Unmasked Estep 
Score: -10429511.000000 Penalty: 5422.058594
	Iteration 65Q: 3 clusters Score -1.042951e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 47416 members 
Entering Unmasked Estep 
Score: -10429552.000000 Penalty: 5422.058594
	Iteration 66Q: 3 clusters Score -1.042955e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 47364 members 
Entering Unmasked Estep 
Score: -10429578.000000 Penalty: 5422.058594
	Iteration 67Q: 3 clusters Score -1.042958e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 47322 members 
Entering Unmasked Estep 
Score: -10429585.000000 Penalty: 5422.058594
	Iteration 68Q: 3 clusters Score -1.042958e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 47287 members 
Entering Unmasked Estep 
Score: -10429601.000000 Penalty: 5422.058594
	Iteration 69Q: 3 clusters Score -1.04296e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 47255 members 
Entering Unmasked Estep 
Score: -10429621.000000 Penalty: 5422.058594
	Iteration 70Q: 3 clusters Score -1.042962e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 47226 members 
Entering Unmasked Estep 
Score: -10429628.000000 Penalty: 5422.058594
	Iteration 71Q: 3 clusters Score -1.042963e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 47189 members 
Entering Unmasked Estep 
Score: -10429644.000000 Penalty: 5422.058594
	Iteration 72Q: 3 clusters Score -1.042964e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 47160 members 
Entering Unmasked Estep 
Score: -10429653.000000 Penalty: 5422.058594
	Iteration 73Q: 3 clusters Score -1.042965e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 47137 members 
Entering Unmasked Estep 
Score: -10429678.000000 Penalty: 5422.058594
	Iteration 74Q: 3 clusters Score -1.042968e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -10429693.000000 Penalty: 5422.058594
	Iteration 75Q: 3 clusters Score -1.042969e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 47093 members 
Entering Unmasked Estep 
Score: -10429686.000000 Penalty: 5422.058594
	Iteration 76Q: 3 clusters Score -1.042969e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 47074 members 
Entering Unmasked Estep 
Score: -10429692.000000 Penalty: 5422.058594
	Iteration 77Q: 3 clusters Score -1.042969e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 47051 members 
Entering Unmasked Estep 
Score: -10429703.000000 Penalty: 5422.058594
	Iteration 78Q: 3 clusters Score -1.04297e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 47030 members 
Entering Unmasked Estep 
Score: -10429710.000000 Penalty: 5422.058594
	Iteration 79Q: 3 clusters Score -1.042971e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 47007 members 
Entering Unmasked Estep 
Score: -10429717.000000 Penalty: 5422.058594
	Iteration 80F: 3 clusters Score -1.042972e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 46986 members 
Entering Unmasked Estep 
Score: -10429736.000000 Penalty: 5422.058594
	Iteration 81Q: 3 clusters Score -1.042974e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 46972 members 
Entering Unmasked Estep 
Score: -10429736.000000 Penalty: 5422.058594
	Iteration 82Q: 3 clusters Score -1.042974e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 46955 members 
Entering Unmasked Estep 
Score: -10429755.000000 Penalty: 5422.058594
	Iteration 83Q: 3 clusters Score -1.042976e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 46931 members 
Entering Unmasked Estep 
Score: -10429765.000000 Penalty: 5422.058594
	Iteration 84Q: 3 clusters Score -1.042976e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 46906 members 
Entering Unmasked Estep 
Score: -10429776.000000 Penalty: 5422.058594
	Iteration 85Q: 3 clusters Score -1.042978e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 46883 members 
Entering Unmasked Estep 
Score: -10429802.000000 Penalty: 5422.058594
	Iteration 86Q: 3 clusters Score -1.04298e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 46863 members 
Entering Unmasked Estep 
Score: -10429805.000000 Penalty: 5422.058594
	Iteration 87Q: 3 clusters Score -1.04298e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 46845 members 
Entering Unmasked Estep 
Score: -10429803.000000 Penalty: 5422.058594
	Iteration 88Q: 3 clusters Score -1.04298e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 46828 members 
Entering Unmasked Estep 
Score: -10429827.000000 Penalty: 5422.058594
	Iteration 89Q: 3 clusters Score -1.042983e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 46808 members 
Entering Unmasked Estep 
Score: -10429826.000000 Penalty: 5422.058594
	Iteration 90Q: 3 clusters Score -1.042983e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 46787 members 
Entering Unmasked Estep 
Score: -10429834.000000 Penalty: 5422.058594
	Iteration 91Q: 3 clusters Score -1.042983e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 46755 members 
Entering Unmasked Estep 
Score: -10429835.000000 Penalty: 5422.058594
	Iteration 92Q: 3 clusters Score -1.042984e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -10429852.000000 Penalty: 5422.058594
	Iteration 93Q: 3 clusters Score -1.042985e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 46679 members 
Entering Unmasked Estep 
Score: -10429873.000000 Penalty: 5422.058594
	Iteration 94Q: 3 clusters Score -1.042987e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 46652 members 
Entering Unmasked Estep 
Score: -10429875.000000 Penalty: 5422.058594
	Iteration 95Q: 3 clusters Score -1.042988e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 46625 members 
Entering Unmasked Estep 
Score: -10429884.000000 Penalty: 5422.058594
	Iteration 96Q: 3 clusters Score -1.042988e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 46605 members 
Entering Unmasked Estep 
Score: -10429881.000000 Penalty: 5422.058594
	Iteration 97Q: 3 clusters Score -1.042988e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 46594 members 
Entering Unmasked Estep 
Score: -10429876.000000 Penalty: 5422.058594
	Iteration 98Q: 3 clusters Score -1.042988e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 46583 members 
Entering Unmasked Estep 
Score: -10429883.000000 Penalty: 5422.058594
	Iteration 99Q: 3 clusters Score -1.042988e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 46568 members 
Entering Unmasked Estep 
Score: -10429891.000000 Penalty: 5422.058594
	Iteration 100F: 3 clusters Score -1.042989e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -10429899.000000 Penalty: 5422.058594
	Iteration 101Q: 3 clusters Score -1.04299e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 46539 members 
Entering Unmasked Estep 
Score: -10429920.000000 Penalty: 5422.058594
	Iteration 102Q: 3 clusters Score -1.042992e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 46523 members 
Entering Unmasked Estep 
Score: -10429920.000000 Penalty: 5422.058594
	Iteration 103Q: 3 clusters Score -1.042992e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 46501 members 
Entering Unmasked Estep 
Score: -10429908.000000 Penalty: 5422.058594
	Iteration 104Q: 3 clusters Score -1.042991e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 46481 members 
Entering Unmasked Estep 
Score: -10429902.000000 Penalty: 5422.058594
	Iteration 105Q: 3 clusters Score -1.04299e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 46465 members 
Entering Unmasked Estep 
Score: -10429901.000000 Penalty: 5422.058594
	Iteration 106Q: 3 clusters Score -1.04299e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 46443 members 
Entering Unmasked Estep 
Score: -10429903.000000 Penalty: 5422.058594
	Iteration 107Q: 3 clusters Score -1.04299e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 46430 members 
Entering Unmasked Estep 
Score: -10429930.000000 Penalty: 5422.058594
	Iteration 108Q: 3 clusters Score -1.042993e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 46418 members 
Entering Unmasked Estep 
Score: -10429927.000000 Penalty: 5422.058594
	Iteration 109Q: 3 clusters Score -1.042993e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -10429929.000000 Penalty: 5422.058594
	Iteration 110Q: 3 clusters Score -1.042993e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 46391 members 
Entering Unmasked Estep 
Score: -10429928.000000 Penalty: 5422.058594
	Iteration 111Q: 3 clusters Score -1.042993e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 46373 members 
Entering Unmasked Estep 
Score: -10429928.000000 Penalty: 5422.058594
	Iteration 112Q: 3 clusters Score -1.042993e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 46355 members 
Entering Unmasked Estep 
Score: -10429930.000000 Penalty: 5422.058594
	Iteration 113Q: 3 clusters Score -1.042993e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 46335 members 
Entering Unmasked Estep 
Score: -10429939.000000 Penalty: 5422.058594
	Iteration 114Q: 3 clusters Score -1.042994e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 46313 members 
Entering Unmasked Estep 
Score: -10429931.000000 Penalty: 5422.058594
	Iteration 115Q: 3 clusters Score -1.042993e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 46297 members 
Entering Unmasked Estep 
Score: -10429952.000000 Penalty: 5422.058594
	Iteration 116Q: 3 clusters Score -1.042995e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 46280 members 
Entering Unmasked Estep 
Score: -10429948.000000 Penalty: 5422.058594
	Iteration 117Q: 3 clusters Score -1.042995e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 46269 members 
Entering Unmasked Estep 
Score: -10429961.000000 Penalty: 5422.058594
	Iteration 118Q: 3 clusters Score -1.042996e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
Score: -10429961.000000 Penalty: 5422.058594
	Iteration 119Q: 3 clusters Score -1.042996e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 46245 members 
Entering Unmasked Estep 
Score: -10429984.000000 Penalty: 5422.058594
	Iteration 120F: 3 clusters Score -1.042998e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 46233 members 
Entering Unmasked Estep 
Score: -10429987.000000 Penalty: 5422.058594
	Iteration 121Q: 3 clusters Score -1.042999e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 46220 members 
Entering Unmasked Estep 
Score: -10429997.000000 Penalty: 5422.058594
	Iteration 122Q: 3 clusters Score -1.043e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -10430001.000000 Penalty: 5422.058594
	Iteration 123Q: 3 clusters Score -1.043e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -10429989.000000 Penalty: 5422.058594
	Iteration 124Q: 3 clusters Score -1.042999e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 46157 members 
Entering Unmasked Estep 
Score: -10430003.000000 Penalty: 5422.058594
	Iteration 125Q: 3 clusters Score -1.043e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 46141 members 
Entering Unmasked Estep 
Score: -10430033.000000 Penalty: 5422.058594
	Iteration 126Q: 3 clusters Score -1.043003e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 46127 members 
Entering Unmasked Estep 
Score: -10430026.000000 Penalty: 5422.058594
	Iteration 127Q: 3 clusters Score -1.043003e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 46112 members 
Entering Unmasked Estep 
Score: -10430048.000000 Penalty: 5422.058594
	Iteration 128Q: 3 clusters Score -1.043005e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 46089 members 
Entering Unmasked Estep 
Score: -10430053.000000 Penalty: 5422.058594
	Iteration 129Q: 3 clusters Score -1.043005e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 46076 members 
Entering Unmasked Estep 
Score: -10430052.000000 Penalty: 5422.058594
	Iteration 130Q: 3 clusters Score -1.043005e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 46062 members 
Entering Unmasked Estep 
Score: -10430060.000000 Penalty: 5422.058594
	Iteration 131Q: 3 clusters Score -1.043006e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 46047 members 
Entering Unmasked Estep 
Score: -10430073.000000 Penalty: 5422.058594
	Iteration 132Q: 3 clusters Score -1.043007e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 46032 members 
Entering Unmasked Estep 
Score: -10430090.000000 Penalty: 5422.058594
	Iteration 133Q: 3 clusters Score -1.043009e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 46013 members 
Entering Unmasked Estep 
Score: -10430107.000000 Penalty: 5422.058594
	Iteration 134Q: 3 clusters Score -1.043011e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 46000 members 
Entering Unmasked Estep 
Score: -10430113.000000 Penalty: 5422.058594
	Iteration 135Q: 3 clusters Score -1.043011e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 45981 members 
Entering Unmasked Estep 
Score: -10430121.000000 Penalty: 5422.058594
	Iteration 136Q: 3 clusters Score -1.043012e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 45961 members 
Entering Unmasked Estep 
Score: -10430122.000000 Penalty: 5422.058594
	Iteration 137Q: 3 clusters Score -1.043012e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
Score: -10430127.000000 Penalty: 5422.058594
	Iteration 138Q: 3 clusters Score -1.043013e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 45920 members 
Entering Unmasked Estep 
Score: -10430125.000000 Penalty: 5422.058594
	Iteration 139Q: 3 clusters Score -1.043012e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -10430114.000000 Penalty: 5422.058594
	Iteration 140F: 3 clusters Score -1.043011e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 45892 members 
Entering Unmasked Estep 
Score: -10430124.000000 Penalty: 5422.058594
	Iteration 141Q: 3 clusters Score -1.043012e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 45885 members 
Entering Unmasked Estep 
Score: -10430124.000000 Penalty: 5422.058594
	Iteration 142Q: 3 clusters Score -1.043012e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 45887 members 
Entering Unmasked Estep 
Score: -10430122.000000 Penalty: 5422.058594
	Iteration 143Q: 3 clusters Score -1.043012e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 45879 members 
Entering Unmasked Estep 
Score: -10430135.000000 Penalty: 5422.058594
	Iteration 144Q: 3 clusters Score -1.043014e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 45868 members 
Entering Unmasked Estep 
Score: -10430129.000000 Penalty: 5422.058594
	Iteration 145Q: 3 clusters Score -1.043013e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -10430130.000000 Penalty: 5422.058594
	Iteration 146Q: 3 clusters Score -1.043013e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 45855 members 
Entering Unmasked Estep 
Score: -10430147.000000 Penalty: 5422.058594
	Iteration 147Q: 3 clusters Score -1.043015e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -10430138.000000 Penalty: 5422.058594
	Iteration 148Q: 3 clusters Score -1.043014e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 45839 members 
Entering Unmasked Estep 
Score: -10430142.000000 Penalty: 5422.058594
	Iteration 149Q: 3 clusters Score -1.043014e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 45832 members 
Entering Unmasked Estep 
Score: -10430153.000000 Penalty: 5422.058594
	Iteration 150Q: 3 clusters Score -1.043015e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 45826 members 
Entering Unmasked Estep 
Score: -10430143.000000 Penalty: 5422.058594
	Iteration 151Q: 3 clusters Score -1.043014e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 45807 members 
Entering Unmasked Estep 
Score: -10430155.000000 Penalty: 5422.058594
	Iteration 152Q: 3 clusters Score -1.043016e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 45791 members 
Entering Unmasked Estep 
Score: -10430152.000000 Penalty: 5422.058594
	Iteration 153Q: 3 clusters Score -1.043015e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 45778 members 
Entering Unmasked Estep 
Score: -10430165.000000 Penalty: 5422.058594
	Iteration 154Q: 3 clusters Score -1.043016e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 45770 members 
Entering Unmasked Estep 
Score: -10430151.000000 Penalty: 5422.058594
	Iteration 155Q: 3 clusters Score -1.043015e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 45763 members 
Entering Unmasked Estep 
Score: -10430165.000000 Penalty: 5422.058594
	Iteration 156Q: 3 clusters Score -1.043016e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 45758 members 
Entering Unmasked Estep 
Score: -10430154.000000 Penalty: 5422.058594
	Iteration 157Q: 3 clusters Score -1.043015e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 45751 members 
Entering Unmasked Estep 
Score: -10430160.000000 Penalty: 5422.058594
	Iteration 158Q: 3 clusters Score -1.043016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 45741 members 
Entering Unmasked Estep 
Score: -10430164.000000 Penalty: 5422.058594
	Iteration 159Q: 3 clusters Score -1.043016e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 45735 members 
Entering Unmasked Estep 
Score: -10430167.000000 Penalty: 5422.058594
	Iteration 160F: 3 clusters Score -1.043017e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 45731 members 
Entering Unmasked Estep 
Score: -10430164.000000 Penalty: 5422.058594
	Iteration 161Q: 3 clusters Score -1.043016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 45723 members 
Entering Unmasked Estep 
Score: -10430174.000000 Penalty: 5422.058594
	Iteration 162Q: 3 clusters Score -1.043017e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 45711 members 
Entering Unmasked Estep 
Score: -10430186.000000 Penalty: 5422.058594
	Iteration 163Q: 3 clusters Score -1.043019e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 45705 members 
Entering Unmasked Estep 
Score: -10430181.000000 Penalty: 5422.058594
	Iteration 164Q: 3 clusters Score -1.043018e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 45703 members 
Entering Unmasked Estep 
Score: -10430189.000000 Penalty: 5422.058594
	Iteration 165Q: 3 clusters Score -1.043019e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 45705 members 
Entering Unmasked Estep 
Score: -10430187.000000 Penalty: 5422.058594
	Iteration 166Q: 3 clusters Score -1.043019e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 45704 members 
Entering Unmasked Estep 
Score: -10430177.000000 Penalty: 5422.058594
	Iteration 167Q: 3 clusters Score -1.043018e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 45698 members 
Entering Unmasked Estep 
Score: -10430173.000000 Penalty: 5422.058594
	Iteration 168Q: 3 clusters Score -1.043017e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 45693 members 
Entering Unmasked Estep 
Score: -10430181.000000 Penalty: 5422.058594
	Iteration 169Q: 3 clusters Score -1.043018e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 45685 members 
Entering Unmasked Estep 
Score: -10430190.000000 Penalty: 5422.058594
	Iteration 170Q: 3 clusters Score -1.043019e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 45685 members 
Entering Unmasked Estep 
Score: -10430199.000000 Penalty: 5422.058594
	Iteration 171Q: 3 clusters Score -1.04302e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 45685 members 
Entering Unmasked Estep 
Score: -10430205.000000 Penalty: 5422.058594
	Iteration 172Q: 3 clusters Score -1.04302e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 45684 members 
Entering Unmasked Estep 
Score: -10430206.000000 Penalty: 5422.058594
	Iteration 173Q: 3 clusters Score -1.043021e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 45684 members 
Entering Unmasked Estep 
Score: -10430200.000000 Penalty: 5422.058594
	Iteration 174Q: 3 clusters Score -1.04302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 45683 members 
Entering Unmasked Estep 
Score: -10430204.000000 Penalty: 5422.058594
	Iteration 175Q: 3 clusters Score -1.04302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 45682 members 
Entering Unmasked Estep 
Score: -10430199.000000 Penalty: 5422.058594
	Iteration 176Q: 3 clusters Score -1.04302e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 45682 members 
Entering Unmasked Estep 
Score: -10430199.000000 Penalty: 5422.058594
	Iteration 177F: 3 clusters Score -1.04302e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 48583 members 
Mstep: Class 2 contains 319 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 56040 members 
Mstep: Class 5 contains 48722 members 
Mstep: Class 6 contains 37390 members 
Mstep: Class 7 contains 634 members 
Mstep: Class 8 contains 49432 members 
Mstep: Class 9 contains 1077 members 
Mstep: Class 10 contains 561 members 
Mstep: Class 11 contains 848 members 
Mstep: Class 12 contains 587 members 
Mstep: Class 13 contains 731 members 
Mstep: Class 14 contains 54721 members 
Mstep: Class 15 contains 45682 members 
Mstep: Class 16 contains 38075 members 
Mstep: Class 17 contains 71402 members 
Mstep: Class 18 contains 1184 members 
Mstep: Class 19 contains 48517 members 
Mstep: Class 22 contains 50512 members 
Mstep: Class 23 contains 10232 members 
Mstep: Class 24 contains 50568 members 
Entering Unmasked Estep 
Score: -111143096.000000 Penalty: 72750.632812
Splitting cluster 23 changes total score from -111139112.000000 to -111143096.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 24 (50568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50568 members 
Entering Unmasked Estep 
Score: -9310473.000000 Penalty: 2686.106201
	Iteration 0F: 2 clusters Score -9310473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -9283070.000000 Penalty: 5372.212402
	Iteration 0F: 3 clusters Score -9283070 nChanged 23444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -9296098.000000 Penalty: 5372.212402
	Iteration 1F: 3 clusters Score -9296098 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -9296794.000000 Penalty: 5372.212402
	Iteration 2Q: 3 clusters Score -9296794 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -9297389.000000 Penalty: 5372.212402
	Iteration 3Q: 3 clusters Score -9297389 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -9298051.000000 Penalty: 5372.212402
	Iteration 4Q: 3 clusters Score -9298051 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -9298788.000000 Penalty: 5372.212402
	Iteration 5Q: 3 clusters Score -9298788 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -9299697.000000 Penalty: 5372.212402
	Iteration 6Q: 3 clusters Score -9299697 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -9301023.000000 Penalty: 5372.212402
	Iteration 7Q: 3 clusters Score -9301023 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 32386 members 
Entering Unmasked Estep 
Score: -9302675.000000 Penalty: 5372.212402
	Iteration 8F: 3 clusters Score -9302675 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -9304636.000000 Penalty: 5372.212402
	Iteration 9F: 3 clusters Score -9304636 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -9306399.000000 Penalty: 5372.212402
	Iteration 10F: 3 clusters Score -9306399 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -9307860.000000 Penalty: 5372.212402
	Iteration 11Q: 3 clusters Score -9307860 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 36675 members 
Entering Unmasked Estep 
Score: -9308737.000000 Penalty: 5372.212402
	Iteration 12Q: 3 clusters Score -9308737 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -9309227.000000 Penalty: 5372.212402
	Iteration 13Q: 3 clusters Score -9309227 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -9309502.000000 Penalty: 5372.212402
	Iteration 14Q: 3 clusters Score -9309502 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 38150 members 
Entering Unmasked Estep 
Score: -9309656.000000 Penalty: 5372.212402
	Iteration 15Q: 3 clusters Score -9309656 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 38565 members 
Entering Unmasked Estep 
Score: -9309788.000000 Penalty: 5372.212402
	Iteration 16Q: 3 clusters Score -9309788 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -9309920.000000 Penalty: 5372.212402
	Iteration 17Q: 3 clusters Score -9309920 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -9309991.000000 Penalty: 5372.212402
	Iteration 18Q: 3 clusters Score -9309991 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -9310070.000000 Penalty: 5372.212402
	Iteration 19Q: 3 clusters Score -9310070 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 40085 members 
Entering Unmasked Estep 
Score: -9310184.000000 Penalty: 5372.212402
	Iteration 20F: 3 clusters Score -9310184 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 40476 members 
Entering Unmasked Estep 
Score: -9310264.000000 Penalty: 5372.212402
	Iteration 21Q: 3 clusters Score -9310264 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 40866 members 
Entering Unmasked Estep 
Score: -9310362.000000 Penalty: 5372.212402
	Iteration 22Q: 3 clusters Score -9310362 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 41227 members 
Entering Unmasked Estep 
Score: -9310397.000000 Penalty: 5372.212402
	Iteration 23Q: 3 clusters Score -9310397 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -9310416.000000 Penalty: 5372.212402
	Iteration 24Q: 3 clusters Score -9310416 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -9310452.000000 Penalty: 5372.212402
	Iteration 25Q: 3 clusters Score -9310452 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -9310451.000000 Penalty: 5372.212402
	Iteration 26Q: 3 clusters Score -9310451 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 42287 members 
Entering Unmasked Estep 
Score: -9310479.000000 Penalty: 5372.212402
	Iteration 27Q: 3 clusters Score -9310479 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -9310517.000000 Penalty: 5372.212402
	Iteration 28Q: 3 clusters Score -9310517 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -9310553.000000 Penalty: 5372.212402
	Iteration 29Q: 3 clusters Score -9310553 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -9310529.000000 Penalty: 5372.212402
	Iteration 30Q: 3 clusters Score -9310529 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -9310505.000000 Penalty: 5372.212402
	Iteration 31Q: 3 clusters Score -9310505 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 43304 members 
Entering Unmasked Estep 
Score: -9310494.000000 Penalty: 5372.212402
	Iteration 32Q: 3 clusters Score -9310494 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -9310480.000000 Penalty: 5372.212402
	Iteration 33Q: 3 clusters Score -9310480 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -9310449.000000 Penalty: 5372.212402
	Iteration 34Q: 3 clusters Score -9310449 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -9310412.000000 Penalty: 5372.212402
	Iteration 35Q: 3 clusters Score -9310412 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 43874 members 
Entering Unmasked Estep 
Score: -9310399.000000 Penalty: 5372.212402
	Iteration 36Q: 3 clusters Score -9310399 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 43994 members 
Entering Unmasked Estep 
Score: -9310368.000000 Penalty: 5372.212402
	Iteration 37Q: 3 clusters Score -9310368 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 44112 members 
Entering Unmasked Estep 
Score: -9310357.000000 Penalty: 5372.212402
	Iteration 38Q: 3 clusters Score -9310357 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 44218 members 
Entering Unmasked Estep 
Score: -9310328.000000 Penalty: 5372.212402
	Iteration 39Q: 3 clusters Score -9310328 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 44302 members 
Entering Unmasked Estep 
Score: -9310296.000000 Penalty: 5372.212402
	Iteration 40F: 3 clusters Score -9310296 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 44373 members 
Entering Unmasked Estep 
Score: -9310306.000000 Penalty: 5372.212402
	Iteration 41Q: 3 clusters Score -9310306 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -9310296.000000 Penalty: 5372.212402
	Iteration 42Q: 3 clusters Score -9310296 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 44489 members 
Entering Unmasked Estep 
Score: -9310281.000000 Penalty: 5372.212402
	Iteration 43Q: 3 clusters Score -9310281 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -9310249.000000 Penalty: 5372.212402
	Iteration 44Q: 3 clusters Score -9310249 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 44595 members 
Entering Unmasked Estep 
Score: -9310258.000000 Penalty: 5372.212402
	Iteration 45Q: 3 clusters Score -9310258 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 44646 members 
Entering Unmasked Estep 
Score: -9310249.000000 Penalty: 5372.212402
	Iteration 46Q: 3 clusters Score -9310249 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -9310247.000000 Penalty: 5372.212402
	Iteration 47Q: 3 clusters Score -9310247 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -9310250.000000 Penalty: 5372.212402
	Iteration 48Q: 3 clusters Score -9310250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
Score: -9310251.000000 Penalty: 5372.212402
	Iteration 49Q: 3 clusters Score -9310251 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 44777 members 
Entering Unmasked Estep 
Score: -9310236.000000 Penalty: 5372.212402
	Iteration 50Q: 3 clusters Score -9310236 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 44807 members 
Entering Unmasked Estep 
Score: -9310242.000000 Penalty: 5372.212402
	Iteration 51Q: 3 clusters Score -9310242 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 44832 members 
Entering Unmasked Estep 
Score: -9310225.000000 Penalty: 5372.212402
	Iteration 52Q: 3 clusters Score -9310225 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 44860 members 
Entering Unmasked Estep 
Score: -9310231.000000 Penalty: 5372.212402
	Iteration 53Q: 3 clusters Score -9310231 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 44879 members 
Entering Unmasked Estep 
Score: -9310206.000000 Penalty: 5372.212402
	Iteration 54Q: 3 clusters Score -9310206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 44896 members 
Entering Unmasked Estep 
Score: -9310199.000000 Penalty: 5372.212402
	Iteration 55Q: 3 clusters Score -9310199 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -9310193.000000 Penalty: 5372.212402
	Iteration 56Q: 3 clusters Score -9310193 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 44925 members 
Entering Unmasked Estep 
Score: -9310193.000000 Penalty: 5372.212402
	Iteration 57Q: 3 clusters Score -9310193 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 44943 members 
Entering Unmasked Estep 
Score: -9310183.000000 Penalty: 5372.212402
	Iteration 58Q: 3 clusters Score -9310183 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 44965 members 
Entering Unmasked Estep 
Score: -9310182.000000 Penalty: 5372.212402
	Iteration 59Q: 3 clusters Score -9310182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 44974 members 
Entering Unmasked Estep 
Score: -9310177.000000 Penalty: 5372.212402
	Iteration 60F: 3 clusters Score -9310177 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 44983 members 
Entering Unmasked Estep 
Score: -9310172.000000 Penalty: 5372.212402
	Iteration 61Q: 3 clusters Score -9310172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 44995 members 
Entering Unmasked Estep 
Score: -9310175.000000 Penalty: 5372.212402
	Iteration 62Q: 3 clusters Score -9310175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 45007 members 
Entering Unmasked Estep 
Score: -9310160.000000 Penalty: 5372.212402
	Iteration 63Q: 3 clusters Score -9310160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 45019 members 
Entering Unmasked Estep 
Score: -9310149.000000 Penalty: 5372.212402
	Iteration 64Q: 3 clusters Score -9310149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 45023 members 
Entering Unmasked Estep 
Score: -9310159.000000 Penalty: 5372.212402
	Iteration 65Q: 3 clusters Score -9310159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 45026 members 
Entering Unmasked Estep 
Score: -9310157.000000 Penalty: 5372.212402
	Iteration 66Q: 3 clusters Score -9310157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 45030 members 
Entering Unmasked Estep 
Score: -9310159.000000 Penalty: 5372.212402
	Iteration 67Q: 3 clusters Score -9310159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 45033 members 
Entering Unmasked Estep 
Score: -9310149.000000 Penalty: 5372.212402
	Iteration 68Q: 3 clusters Score -9310149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 45034 members 
Entering Unmasked Estep 
Score: -9310145.000000 Penalty: 5372.212402
	Iteration 69Q: 3 clusters Score -9310145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 45036 members 
Entering Unmasked Estep 
Score: -9310147.000000 Penalty: 5372.212402
	Iteration 70Q: 3 clusters Score -9310147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 45040 members 
Entering Unmasked Estep 
Score: -9310138.000000 Penalty: 5372.212402
	Iteration 71Q: 3 clusters Score -9310138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 45041 members 
Entering Unmasked Estep 
Score: -9310139.000000 Penalty: 5372.212402
	Iteration 72Q: 3 clusters Score -9310139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 45044 members 
Entering Unmasked Estep 
Score: -9310143.000000 Penalty: 5372.212402
	Iteration 73Q: 3 clusters Score -9310143 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9310139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9310142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 45055 members 
Entering Unmasked Estep 
Score: -9310148.000000 Penalty: 5372.212402
	Iteration 76Q: 3 clusters Score -9310148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 45059 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9310147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 45062 members 
Entering Unmasked Estep 
Score: -9310152.000000 Penalty: 5372.212402
	Iteration 78Q: 3 clusters Score -9310152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 45066 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9310149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 45073 members 
Entering Unmasked Estep 
Score: -9310138.000000 Penalty: 5372.212402
	Iteration 80F: 3 clusters Score -9310138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 45080 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9310150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 45084 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9310150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -9310143.000000 Penalty: 5372.212402
	Iteration 83Q: 3 clusters Score -9310143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 45092 members 
Entering Unmasked Estep 
Score: -9310138.000000 Penalty: 5372.212402
	Iteration 84Q: 3 clusters Score -9310138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9310143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 45097 members 
Entering Unmasked Estep 
Score: -9310142.000000 Penalty: 5372.212402
	Iteration 86Q: 3 clusters Score -9310142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 45098 members 
Entering Unmasked Estep 
Score: -9310148.000000 Penalty: 5372.212402
	Iteration 87Q: 3 clusters Score -9310148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 45098 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9310145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 45104 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9310139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -9310134.000000 Penalty: 5372.212402
	Iteration 90Q: 3 clusters Score -9310134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -9310132.000000 Penalty: 5372.212402
	Iteration 91Q: 3 clusters Score -9310132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 45120 members 
Entering Unmasked Estep 
Score: -9310121.000000 Penalty: 5372.212402
	Iteration 92Q: 3 clusters Score -9310121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 45126 members 
Entering Unmasked Estep 
Score: -9310129.000000 Penalty: 5372.212402
	Iteration 93Q: 3 clusters Score -9310129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 45128 members 
Entering Unmasked Estep 
Score: -9310122.000000 Penalty: 5372.212402
	Iteration 94Q: 3 clusters Score -9310122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
Score: -9310126.000000 Penalty: 5372.212402
	Iteration 95Q: 3 clusters Score -9310126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 45135 members 
Entering Unmasked Estep 
Score: -9310138.000000 Penalty: 5372.212402
	Iteration 96Q: 3 clusters Score -9310138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -9310128.000000 Penalty: 5372.212402
	Iteration 97Q: 3 clusters Score -9310128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -9310133.000000 Penalty: 5372.212402
	Iteration 98Q: 3 clusters Score -9310133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 45149 members 
Entering Unmasked Estep 
Score: -9310137.000000 Penalty: 5372.212402
	Iteration 99Q: 3 clusters Score -9310137 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 45160 members 
Entering Unmasked Estep 
Score: -9310139.000000 Penalty: 5372.212402
	Iteration 100F: 3 clusters Score -9310139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 45166 members 
Entering Unmasked Estep 
Score: -9310139.000000 Penalty: 5372.212402
	Iteration 101Q: 3 clusters Score -9310139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -9310127.000000 Penalty: 5372.212402
	Iteration 102Q: 3 clusters Score -9310127 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -9310115.000000 Penalty: 5372.212402
	Iteration 103Q: 3 clusters Score -9310115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -9310128.000000 Penalty: 5372.212402
	Iteration 104Q: 3 clusters Score -9310128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 45191 members 
Entering Unmasked Estep 
Score: -9310135.000000 Penalty: 5372.212402
	Iteration 105Q: 3 clusters Score -9310135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 45193 members 
Entering Unmasked Estep 
Score: -9310121.000000 Penalty: 5372.212402
	Iteration 106Q: 3 clusters Score -9310121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 45196 members 
Entering Unmasked Estep 
Score: -9310124.000000 Penalty: 5372.212402
	Iteration 107Q: 3 clusters Score -9310124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 45196 members 
Entering Unmasked Estep 
Score: -9310132.000000 Penalty: 5372.212402
	Iteration 108Q: 3 clusters Score -9310132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 45198 members 
Entering Unmasked Estep 
Score: -9310131.000000 Penalty: 5372.212402
	Iteration 109Q: 3 clusters Score -9310131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 45203 members 
Entering Unmasked Estep 
Score: -9310124.000000 Penalty: 5372.212402
	Iteration 110Q: 3 clusters Score -9310124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 45207 members 
Entering Unmasked Estep 
Score: -9310130.000000 Penalty: 5372.212402
	Iteration 111Q: 3 clusters Score -9310130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 45210 members 
Entering Unmasked Estep 
Score: -9310125.000000 Penalty: 5372.212402
	Iteration 112Q: 3 clusters Score -9310125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 45216 members 
Entering Unmasked Estep 
Score: -9310132.000000 Penalty: 5372.212402
	Iteration 113Q: 3 clusters Score -9310132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 45219 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9310130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 45225 members 
Entering Unmasked Estep 
Score: -9310127.000000 Penalty: 5372.212402
	Iteration 115Q: 3 clusters Score -9310127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 45233 members 
Entering Unmasked Estep 
Score: -9310133.000000 Penalty: 5372.212402
	Iteration 116Q: 3 clusters Score -9310133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 45240 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9310125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 45247 members 
Entering Unmasked Estep 
Score: -9310132.000000 Penalty: 5372.212402
	Iteration 118Q: 3 clusters Score -9310132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 45256 members 
Entering Unmasked Estep 
Score: -9310124.000000 Penalty: 5372.212402
	Iteration 119Q: 3 clusters Score -9310124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -9310111.000000 Penalty: 5372.212402
	Iteration 120F: 3 clusters Score -9310111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 45271 members 
Entering Unmasked Estep 
Score: -9310104.000000 Penalty: 5372.212402
	Iteration 121Q: 3 clusters Score -9310104 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 45285 members 
Entering Unmasked Estep 
Score: -9310107.000000 Penalty: 5372.212402
	Iteration 122Q: 3 clusters Score -9310107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 45296 members 
Entering Unmasked Estep 
Score: -9310105.000000 Penalty: 5372.212402
	Iteration 123Q: 3 clusters Score -9310105 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 45313 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9310100 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 45328 members 
Entering Unmasked Estep 
Score: -9310115.000000 Penalty: 5372.212402
	Iteration 125Q: 3 clusters Score -9310115 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 45335 members 
Entering Unmasked Estep 
Score: -9310096.000000 Penalty: 5372.212402
	Iteration 126Q: 3 clusters Score -9310096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 45346 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9310098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 45363 members 
Entering Unmasked Estep 
Score: -9310102.000000 Penalty: 5372.212402
	Iteration 128Q: 3 clusters Score -9310102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9310105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 45381 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9310105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 45386 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -9310098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 45390 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9310096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 45392 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9310096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 45396 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -9310088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 45403 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -9310092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 45410 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -9310090 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45414 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -9310093 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 45422 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -9310094 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45427 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -9310089 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45427 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -9310084 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 2 contains 45428 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -9310083 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5140 members 
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Entering Unmasked Estep 
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	Iteration 142F: 3 clusters Score -9310083 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 48583 members 
Mstep: Class 2 contains 319 members 
Mstep: Class 3 contains 2001 members 
Mstep: Class 4 contains 56040 members 
Mstep: Class 5 contains 48722 members 
Mstep: Class 6 contains 37390 members 
Mstep: Class 8 contains 49432 members 
Mstep: Class 10 contains 561 members 
Mstep: Class 11 contains 848 members 
Mstep: Class 14 contains 54721 members 
Mstep: Class 16 contains 38075 members 
Mstep: Class 17 contains 71402 members 
Mstep: Class 18 contains 1184 members 
Mstep: Class 19 contains 48517 members 
Mstep: Class 22 contains 50512 members 
Mstep: Class 23 contains 10232 members 
Mstep: Class 24 contains 50568 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 23 clusters Score -1.111471e+08 nChanged 14589
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 48119 members 
Mstep: Class 2 contains 321 members 
Mstep: Class 3 contains 2344 members 
Mstep: Class 4 contains 56398 members 
Mstep: Class 5 contains 48594 members 
Mstep: Class 6 contains 39752 members 
Mstep: Class 7 contains 628 members 
Mstep: Class 8 contains 49146 members 
Mstep: Class 9 contains 1074 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 853 members 
Mstep: Class 12 contains 586 members 
Mstep: Class 13 contains 730 members 
Mstep: Class 14 contains 54674 members 
Mstep: Class 15 contains 43293 members 
Mstep: Class 16 contains 38032 members 
Mstep: Class 17 contains 70532 members 
Mstep: Class 18 contains 1182 members 
Mstep: Class 19 contains 48327 members 
Mstep: Class 22 contains 50364 members 
Mstep: Class 23 contains 11929 members 
Mstep: Class 24 contains 50374 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 23 clusters Score -1.111542e+08 nChanged 16074
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 47280 members 
Mstep: Class 2 contains 360 members 
Mstep: Class 3 contains 2475 members 
Mstep: Class 4 contains 55731 members 
Mstep: Class 5 contains 48145 members 
Mstep: Class 6 contains 42418 members 
Mstep: Class 7 contains 650 members 
Mstep: Class 8 contains 48464 members 
Mstep: Class 9 contains 1133 members 
Mstep: Class 10 contains 568 members 
Mstep: Class 11 contains 780 members 
Mstep: Class 12 contains 592 members 
Mstep: Class 13 contains 730 members 
Mstep: Class 14 contains 54022 members 
Mstep: Class 15 contains 45465 members 
Mstep: Class 16 contains 38399 members 
Mstep: Class 17 contains 69027 members 
Mstep: Class 18 contains 1190 members 
Mstep: Class 19 contains 47930 members 
Mstep: Class 22 contains 49718 members 
Mstep: Class 23 contains 13399 members 
Mstep: Class 24 contains 49383 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 23 clusters Score -1.111585e+08 nChanged 14610
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 46650 members 
Mstep: Class 2 contains 361 members 
Mstep: Class 3 contains 2548 members 
Mstep: Class 4 contains 54471 members 
Mstep: Class 5 contains 47695 members 
Mstep: Class 6 contains 45723 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 47916 members 
Mstep: Class 9 contains 1158 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 749 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 734 members 
Mstep: Class 14 contains 52938 members 
Mstep: Class 15 contains 46999 members 
Mstep: Class 16 contains 38779 members 
Mstep: Class 17 contains 67605 members 
Mstep: Class 18 contains 1206 members 
Mstep: Class 19 contains 47527 members 
Mstep: Class 22 contains 49203 members 
Mstep: Class 23 contains 15014 members 
Mstep: Class 24 contains 48765 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 23 clusters Score -1.111612e+08 nChanged 15949
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
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Mstep: Class 2 contains 361 members 
Mstep: Class 3 contains 2600 members 
Mstep: Class 4 contains 52729 members 
Mstep: Class 5 contains 47127 members 
Mstep: Class 6 contains 50111 members 
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Mstep: Class 8 contains 47234 members 
Mstep: Class 9 contains 1169 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 736 members 
Mstep: Class 12 contains 597 members 
Mstep: Class 13 contains 738 members 
Mstep: Class 14 contains 51856 members 
Mstep: Class 15 contains 47688 members 
Mstep: Class 16 contains 39156 members 
Mstep: Class 17 contains 66229 members 
Mstep: Class 18 contains 1217 members 
Mstep: Class 19 contains 47265 members 
Mstep: Class 22 contains 48739 members 
Mstep: Class 23 contains 16750 members 
Mstep: Class 24 contains 48142 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 23 clusters Score -1.111629e+08 nChanged 17549
Entering Unmasked Mstep 
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Mstep: Class 3 contains 2644 members 
Mstep: Class 4 contains 50849 members 
Mstep: Class 5 contains 46756 members 
Mstep: Class 6 contains 55023 members 
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Mstep: Class 8 contains 46550 members 
Mstep: Class 9 contains 1178 members 
Mstep: Class 10 contains 569 members 
Mstep: Class 11 contains 727 members 
Mstep: Class 12 contains 597 members 
Mstep: Class 13 contains 738 members 
Mstep: Class 14 contains 50786 members 
Mstep: Class 15 contains 47458 members 
Mstep: Class 16 contains 39459 members 
Mstep: Class 17 contains 64765 members 
Mstep: Class 18 contains 1225 members 
Mstep: Class 19 contains 47300 members 
Mstep: Class 22 contains 48146 members 
Mstep: Class 23 contains 18691 members 
Mstep: Class 24 contains 47506 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 23 clusters Score -1.111639e+08 nChanged 17676
Entering Unmasked Mstep 
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Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 49249 members 
Mstep: Class 5 contains 46453 members 
Mstep: Class 6 contains 58687 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 46113 members 
Mstep: Class 9 contains 1181 members 
Mstep: Class 10 contains 570 members 
Mstep: Class 11 contains 723 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 738 members 
Mstep: Class 14 contains 50103 members 
Mstep: Class 15 contains 46925 members 
Mstep: Class 16 contains 39742 members 
Mstep: Class 17 contains 63132 members 
Mstep: Class 18 contains 1232 members 
Mstep: Class 19 contains 47495 members 
Mstep: Class 22 contains 47649 members 
Mstep: Class 23 contains 20834 members 
Mstep: Class 24 contains 46990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111164536.000000 Penalty: 72750.632812
Iteration 45Q: 23 clusters Score -1.111645e+08 nChanged 16484
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 45802 members 
Mstep: Class 2 contains 361 members 
Mstep: Class 3 contains 2706 members 
Mstep: Class 4 contains 48307 members 
Mstep: Class 5 contains 46192 members 
Mstep: Class 6 contains 60117 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 45918 members 
Mstep: Class 9 contains 1184 members 
Mstep: Class 10 contains 570 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 739 members 
Mstep: Class 14 contains 49581 members 
Mstep: Class 15 contains 46556 members 
Mstep: Class 16 contains 40111 members 
Mstep: Class 17 contains 61284 members 
Mstep: Class 18 contains 1230 members 
Mstep: Class 19 contains 47760 members 
Mstep: Class 22 contains 47394 members 
Mstep: Class 23 contains 23205 members 
Mstep: Class 24 contains 46869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111166232.000000 Penalty: 72750.632812
Iteration 46Q: 23 clusters Score -1.111662e+08 nChanged 14571
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 46027 members 
Mstep: Class 2 contains 361 members 
Mstep: Class 3 contains 2719 members 
Mstep: Class 4 contains 48097 members 
Mstep: Class 5 contains 46021 members 
Mstep: Class 6 contains 59545 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 45782 members 
Mstep: Class 9 contains 1187 members 
Mstep: Class 10 contains 570 members 
Mstep: Class 11 contains 723 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 739 members 
Mstep: Class 14 contains 49199 members 
Mstep: Class 15 contains 46386 members 
Mstep: Class 16 contains 40455 members 
Mstep: Class 17 contains 59237 members 
Mstep: Class 18 contains 1235 members 
Mstep: Class 19 contains 48128 members 
Mstep: Class 22 contains 47402 members 
Mstep: Class 23 contains 25850 members 
Mstep: Class 24 contains 46945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111167712.000000 Penalty: 72750.632812
Iteration 47Q: 23 clusters Score -1.111677e+08 nChanged 12933
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 46334 members 
Mstep: Class 2 contains 361 members 
Mstep: Class 3 contains 2740 members 
Mstep: Class 4 contains 48317 members 
Mstep: Class 5 contains 45876 members 
Mstep: Class 6 contains 57894 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 45728 members 
Mstep: Class 9 contains 1191 members 
Mstep: Class 10 contains 570 members 
Mstep: Class 11 contains 723 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 739 members 
Mstep: Class 14 contains 48877 members 
Mstep: Class 15 contains 46417 members 
Mstep: Class 16 contains 40798 members 
Mstep: Class 17 contains 57200 members 
Mstep: Class 18 contains 1242 members 
Mstep: Class 19 contains 48366 members 
Mstep: Class 22 contains 47522 members 
Mstep: Class 23 contains 28729 members 
Mstep: Class 24 contains 46984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111169784.000000 Penalty: 72750.632812
Iteration 48Q: 23 clusters Score -1.111698e+08 nChanged 12136
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 46473 members 
Mstep: Class 2 contains 361 members 
Mstep: Class 3 contains 2765 members 
Mstep: Class 4 contains 48617 members 
Mstep: Class 5 contains 45737 members 
Mstep: Class 6 contains 55779 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 45630 members 
Mstep: Class 9 contains 1198 members 
Mstep: Class 10 contains 570 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 597 members 
Mstep: Class 13 contains 740 members 
Mstep: Class 14 contains 48722 members 
Mstep: Class 15 contains 46375 members 
Mstep: Class 16 contains 41120 members 
Mstep: Class 17 contains 55356 members 
Mstep: Class 18 contains 1250 members 
Mstep: Class 19 contains 48542 members 
Mstep: Class 22 contains 47595 members 
Mstep: Class 23 contains 32047 members 
Mstep: Class 24 contains 47010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111172984.000000 Penalty: 72750.632812
Iteration 49Q: 23 clusters Score -1.11173e+08 nChanged 11518
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 46532 members 
Mstep: Class 2 contains 361 members 
Mstep: Class 3 contains 2795 members 
Mstep: Class 4 contains 48912 members 
Mstep: Class 5 contains 45618 members 
Mstep: Class 6 contains 53552 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 45522 members 
Mstep: Class 9 contains 1204 members 
Mstep: Class 10 contains 570 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 597 members 
Mstep: Class 13 contains 741 members 
Mstep: Class 14 contains 48466 members 
Mstep: Class 15 contains 46336 members 
Mstep: Class 16 contains 41356 members 
Mstep: Class 17 contains 53961 members 
Mstep: Class 18 contains 1254 members 
Mstep: Class 19 contains 48491 members 
Mstep: Class 22 contains 47527 members 
Mstep: Class 23 contains 35838 members 
Mstep: Class 24 contains 46851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111175248.000000 Penalty: 72750.632812
Iteration 50Q: 23 clusters Score -1.111752e+08 nChanged 11560
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 361 members 
Mstep: Class 3 contains 2832 members 
Mstep: Class 4 contains 49092 members 
Mstep: Class 5 contains 45480 members 
Mstep: Class 6 contains 51592 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 45357 members 
Mstep: Class 9 contains 1209 members 
Mstep: Class 10 contains 571 members 
Mstep: Class 11 contains 720 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 744 members 
Mstep: Class 14 contains 48112 members 
Mstep: Class 15 contains 46219 members 
Mstep: Class 16 contains 41524 members 
Mstep: Class 17 contains 52816 members 
Mstep: Class 18 contains 1253 members 
Mstep: Class 19 contains 48262 members 
Mstep: Class 22 contains 47360 members 
Mstep: Class 23 contains 40110 members 
Mstep: Class 24 contains 46602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111177680.000000 Penalty: 72750.632812
Iteration 51Q: 23 clusters Score -1.111777e+08 nChanged 11498
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 46126 members 
Mstep: Class 2 contains 361 members 
Mstep: Class 3 contains 2858 members 
Mstep: Class 4 contains 49128 members 
Mstep: Class 5 contains 45319 members 
Mstep: Class 6 contains 49842 members 
Mstep: Class 7 contains 654 members 
Mstep: Class 8 contains 45201 members 
Mstep: Class 9 contains 1211 members 
Mstep: Class 10 contains 572 members 
Mstep: Class 11 contains 719 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 745 members 
Mstep: Class 14 contains 47587 members 
Mstep: Class 15 contains 45817 members 
Mstep: Class 16 contains 41651 members 
Mstep: Class 17 contains 52001 members 
Mstep: Class 18 contains 1255 members 
Mstep: Class 19 contains 47997 members 
Mstep: Class 22 contains 47064 members 
Mstep: Class 23 contains 44780 members 
Mstep: Class 24 contains 46375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111179208.000000 Penalty: 72750.632812
Iteration 52Q: 23 clusters Score -1.111792e+08 nChanged 14813
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 45729 members 
Mstep: Class 2 contains 361 members 
Mstep: Class 3 contains 2878 members 
Mstep: Class 4 contains 49075 members 
Mstep: Class 5 contains 45111 members 
Mstep: Class 6 contains 48032 members 
Mstep: Class 7 contains 656 members 
Mstep: Class 8 contains 45139 members 
Mstep: Class 9 contains 1214 members 
Mstep: Class 10 contains 572 members 
Mstep: Class 11 contains 718 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 744 members 
Mstep: Class 14 contains 46843 members 
Mstep: Class 15 contains 44335 members 
Mstep: Class 16 contains 41716 members 
Mstep: Class 17 contains 51807 members 
Mstep: Class 18 contains 1254 members 
Mstep: Class 19 contains 47780 members 
Mstep: Class 22 contains 46718 members 
Mstep: Class 23 contains 50512 members 
Mstep: Class 24 contains 46069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111175416.000000 Penalty: 72750.632812
Iteration 53Q: 23 clusters Score -1.111754e+08 nChanged 16415
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 45798 members 
Mstep: Class 2 contains 361 members 
Mstep: Class 3 contains 2888 members 
Mstep: Class 4 contains 49209 members 
Mstep: Class 5 contains 45140 members 
Mstep: Class 6 contains 46501 members 
Mstep: Class 7 contains 657 members 
Mstep: Class 8 contains 45266 members 
Mstep: Class 9 contains 1218 members 
Mstep: Class 10 contains 572 members 
Mstep: Class 11 contains 717 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 743 members 
Mstep: Class 14 contains 46527 members 
Mstep: Class 15 contains 43617 members 
Mstep: Class 16 contains 41839 members 
Mstep: Class 17 contains 51883 members 
Mstep: Class 18 contains 1263 members 
Mstep: Class 19 contains 47851 members 
Mstep: Class 22 contains 46596 members 
Mstep: Class 23 contains 52598 members 
Mstep: Class 24 contains 46019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111172720.000000 Penalty: 72750.632812
Iteration 54Q: 23 clusters Score -1.111727e+08 nChanged 12286
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 46110 members 
Mstep: Class 2 contains 361 members 
Mstep: Class 3 contains 2903 members 
Mstep: Class 4 contains 49348 members 
Mstep: Class 5 contains 45343 members 
Mstep: Class 6 contains 45869 members 
Mstep: Class 7 contains 657 members 
Mstep: Class 8 contains 45488 members 
Mstep: Class 9 contains 1222 members 
Mstep: Class 10 contains 572 members 
Mstep: Class 11 contains 717 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 743 members 
Mstep: Class 14 contains 46967 members 
Mstep: Class 15 contains 44423 members 
Mstep: Class 16 contains 41987 members 
Mstep: Class 17 contains 51596 members 
Mstep: Class 18 contains 1261 members 
Mstep: Class 19 contains 47943 members 
Mstep: Class 22 contains 46729 members 
Mstep: Class 23 contains 50736 members 
Mstep: Class 24 contains 46289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111173680.000000 Penalty: 72750.632812
Iteration 55Q: 23 clusters Score -1.111737e+08 nChanged 8977
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 46255 members 
Mstep: Class 2 contains 361 members 
Mstep: Class 3 contains 2916 members 
Mstep: Class 4 contains 49209 members 
Mstep: Class 5 contains 45433 members 
Mstep: Class 6 contains 45658 members 
Mstep: Class 7 contains 657 members 
Mstep: Class 8 contains 45617 members 
Mstep: Class 9 contains 1226 members 
Mstep: Class 10 contains 572 members 
Mstep: Class 11 contains 717 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 743 members 
Mstep: Class 14 contains 47489 members 
Mstep: Class 15 contains 45260 members 
Mstep: Class 16 contains 42109 members 
Mstep: Class 17 contains 51238 members 
Mstep: Class 18 contains 1262 members 
Mstep: Class 19 contains 47973 members 
Mstep: Class 22 contains 46865 members 
Mstep: Class 23 contains 49355 members 
Mstep: Class 24 contains 46349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111174720.000000 Penalty: 72750.632812
Iteration 56Q: 23 clusters Score -1.111747e+08 nChanged 7966
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 46288 members 
Mstep: Class 2 contains 361 members 
Mstep: Class 3 contains 2921 members 
Mstep: Class 4 contains 48893 members 
Mstep: Class 5 contains 45439 members 
Mstep: Class 6 contains 45628 members 
Mstep: Class 7 contains 657 members 
Mstep: Class 8 contains 45721 members 
Mstep: Class 9 contains 1232 members 
Mstep: Class 10 contains 572 members 
Mstep: Class 11 contains 716 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 745 members 
Mstep: Class 14 contains 47993 members 
Mstep: Class 15 contains 45951 members 
Mstep: Class 16 contains 42171 members 
Mstep: Class 17 contains 50942 members 
Mstep: Class 18 contains 1263 members 
Mstep: Class 19 contains 47947 members 
Mstep: Class 22 contains 46934 members 
Mstep: Class 23 contains 48478 members 
Mstep: Class 24 contains 46412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111175608.000000 Penalty: 72750.632812
Iteration 57Q: 23 clusters Score -1.111756e+08 nChanged 7439
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 46281 members 
Mstep: Class 2 contains 361 members 
Mstep: Class 3 contains 2935 members 
Mstep: Class 4 contains 48576 members 
Mstep: Class 5 contains 45465 members 
Mstep: Class 6 contains 45694 members 
Mstep: Class 7 contains 658 members 
Mstep: Class 8 contains 45711 members 
Mstep: Class 9 contains 1238 members 
Mstep: Class 10 contains 572 members 
Mstep: Class 11 contains 715 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 746 members 
Mstep: Class 14 contains 48328 members 
Mstep: Class 15 contains 46499 members 
Mstep: Class 16 contains 42217 members 
Mstep: Class 17 contains 50599 members 
Mstep: Class 18 contains 1262 members 
Mstep: Class 19 contains 48017 members 
Mstep: Class 22 contains 46963 members 
Mstep: Class 23 contains 47914 members 
Mstep: Class 24 contains 46513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111176088.000000 Penalty: 72750.632812
Iteration 58Q: 23 clusters Score -1.111761e+08 nChanged 6968
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 46319 members 
Mstep: Class 2 contains 361 members 
Mstep: Class 3 contains 2945 members 
Mstep: Class 4 contains 48227 members 
Mstep: Class 5 contains 45474 members 
Mstep: Class 6 contains 45872 members 
Mstep: Class 7 contains 659 members 
Mstep: Class 8 contains 45749 members 
Mstep: Class 9 contains 1242 members 
Mstep: Class 10 contains 572 members 
Mstep: Class 11 contains 714 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 48577 members 
Mstep: Class 15 contains 46871 members 
Mstep: Class 16 contains 42250 members 
Mstep: Class 17 contains 50241 members 
Mstep: Class 18 contains 1265 members 
Mstep: Class 19 contains 48139 members 
Mstep: Class 22 contains 46952 members 
Mstep: Class 23 contains 47497 members 
Mstep: Class 24 contains 46591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111176280.000000 Penalty: 72750.632812
Iteration 59Q: 23 clusters Score -1.111763e+08 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 361 members 
Mstep: Class 3 contains 2963 members 
Mstep: Class 4 contains 47965 members 
Mstep: Class 5 contains 45472 members 
Mstep: Class 6 contains 46169 members 
Mstep: Class 7 contains 661 members 
Mstep: Class 8 contains 45791 members 
Mstep: Class 9 contains 1246 members 
Mstep: Class 10 contains 572 members 
Mstep: Class 11 contains 712 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 48700 members 
Mstep: Class 15 contains 47103 members 
Mstep: Class 16 contains 42240 members 
Mstep: Class 17 contains 49853 members 
Mstep: Class 18 contains 1260 members 
Mstep: Class 19 contains 48376 members 
Mstep: Class 22 contains 46912 members 
Mstep: Class 23 contains 47145 members 
Mstep: Class 24 contains 46649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111181000.000000 Penalty: 72750.632812
Iteration 60F: 23 clusters Score -1.11181e+08 nChanged 12304
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 46229 members 
Mstep: Class 2 contains 372 members 
Mstep: Class 3 contains 2967 members 
Mstep: Class 4 contains 47454 members 
Mstep: Class 5 contains 45332 members 
Mstep: Class 6 contains 46178 members 
Mstep: Class 7 contains 659 members 
Mstep: Class 8 contains 45690 members 
Mstep: Class 9 contains 1250 members 
Mstep: Class 10 contains 572 members 
Mstep: Class 11 contains 708 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 747 members 
Mstep: Class 14 contains 48378 members 
Mstep: Class 15 contains 43459 members 
Mstep: Class 16 contains 42269 members 
Mstep: Class 17 contains 49540 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 48461 members 
Mstep: Class 22 contains 46664 members 
Mstep: Class 23 contains 52923 members 
Mstep: Class 24 contains 46150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111178120.000000 Penalty: 72750.632812
Iteration 61Q: 23 clusters Score -1.111781e+08 nChanged 14905
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 374 members 
Mstep: Class 3 contains 2972 members 
Mstep: Class 4 contains 47372 members 
Mstep: Class 5 contains 45353 members 
Mstep: Class 6 contains 46406 members 
Mstep: Class 7 contains 653 members 
Mstep: Class 8 contains 45667 members 
Mstep: Class 9 contains 1255 members 
Mstep: Class 10 contains 575 members 
Mstep: Class 11 contains 706 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 48493 members 
Mstep: Class 15 contains 40594 members 
Mstep: Class 16 contains 42294 members 
Mstep: Class 17 contains 49373 members 
Mstep: Class 18 contains 1279 members 
Mstep: Class 19 contains 48516 members 
Mstep: Class 22 contains 46711 members 
Mstep: Class 23 contains 55433 members 
Mstep: Class 24 contains 46106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111177312.000000 Penalty: 72750.632812
Iteration 62Q: 23 clusters Score -1.111773e+08 nChanged 12524
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46598 members 
Mstep: Class 2 contains 372 members 
Mstep: Class 3 contains 2977 members 
Mstep: Class 4 contains 47434 members 
Mstep: Class 5 contains 45378 members 
Mstep: Class 6 contains 46789 members 
Mstep: Class 7 contains 654 members 
Mstep: Class 8 contains 45586 members 
Mstep: Class 9 contains 1258 members 
Mstep: Class 10 contains 578 members 
Mstep: Class 11 contains 706 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 753 members 
Mstep: Class 14 contains 48810 members 
Mstep: Class 15 contains 39401 members 
Mstep: Class 16 contains 42312 members 
Mstep: Class 17 contains 49145 members 
Mstep: Class 18 contains 1274 members 
Mstep: Class 19 contains 48477 members 
Mstep: Class 22 contains 46899 members 
Mstep: Class 23 contains 55544 members 
Mstep: Class 24 contains 46333 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 63Q: 23 clusters Score -1.111772e+08 nChanged 10375
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46627 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2982 members 
Mstep: Class 4 contains 47537 members 
Mstep: Class 5 contains 45415 members 
Mstep: Class 6 contains 47218 members 
Mstep: Class 7 contains 656 members 
Mstep: Class 8 contains 45460 members 
Mstep: Class 9 contains 1261 members 
Mstep: Class 10 contains 579 members 
Mstep: Class 11 contains 705 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 49105 members 
Mstep: Class 15 contains 39290 members 
Mstep: Class 16 contains 42307 members 
Mstep: Class 17 contains 48903 members 
Mstep: Class 18 contains 1275 members 
Mstep: Class 19 contains 48438 members 
Mstep: Class 22 contains 47036 members 
Mstep: Class 23 contains 54845 members 
Mstep: Class 24 contains 46515 members 
Entering Unmasked Estep 
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Score: -111177512.000000 Penalty: 72750.632812
Iteration 64Q: 23 clusters Score -1.111775e+08 nChanged 9036
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46557 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2987 members 
Mstep: Class 4 contains 47647 members 
Mstep: Class 5 contains 45486 members 
Mstep: Class 6 contains 47530 members 
Mstep: Class 7 contains 656 members 
Mstep: Class 8 contains 45349 members 
Mstep: Class 9 contains 1264 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 703 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 757 members 
Mstep: Class 14 contains 49287 members 
Mstep: Class 15 contains 39801 members 
Mstep: Class 16 contains 42267 members 
Mstep: Class 17 contains 48793 members 
Mstep: Class 18 contains 1271 members 
Mstep: Class 19 contains 48381 members 
Mstep: Class 22 contains 47013 members 
Mstep: Class 23 contains 54045 members 
Mstep: Class 24 contains 46533 members 
Entering Unmasked Estep 
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Iteration 65Q: 23 clusters Score -1.111786e+08 nChanged 7895
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46469 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2993 members 
Mstep: Class 4 contains 47847 members 
Mstep: Class 5 contains 45571 members 
Mstep: Class 6 contains 47710 members 
Mstep: Class 7 contains 656 members 
Mstep: Class 8 contains 45322 members 
Mstep: Class 9 contains 1269 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 702 members 
Mstep: Class 12 contains 593 members 
Mstep: Class 13 contains 757 members 
Mstep: Class 14 contains 49193 members 
Mstep: Class 15 contains 40676 members 
Mstep: Class 16 contains 42222 members 
Mstep: Class 17 contains 48660 members 
Mstep: Class 18 contains 1271 members 
Mstep: Class 19 contains 48285 members 
Mstep: Class 22 contains 46877 members 
Mstep: Class 23 contains 53335 members 
Mstep: Class 24 contains 46513 members 
Entering Unmasked Estep 
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Iteration 66Q: 23 clusters Score -1.111802e+08 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46321 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2994 members 
Mstep: Class 4 contains 48023 members 
Mstep: Class 5 contains 45590 members 
Mstep: Class 6 contains 47719 members 
Mstep: Class 7 contains 656 members 
Mstep: Class 8 contains 45267 members 
Mstep: Class 9 contains 1276 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 701 members 
Mstep: Class 12 contains 593 members 
Mstep: Class 13 contains 756 members 
Mstep: Class 14 contains 49014 members 
Mstep: Class 15 contains 41805 members 
Mstep: Class 16 contains 42169 members 
Mstep: Class 17 contains 48593 members 
Mstep: Class 18 contains 1275 members 
Mstep: Class 19 contains 48202 members 
Mstep: Class 22 contains 46715 members 
Mstep: Class 23 contains 52814 members 
Mstep: Class 24 contains 46438 members 
Entering Unmasked Estep 
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Iteration 67Q: 23 clusters Score -1.111804e+08 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46201 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2996 members 
Mstep: Class 4 contains 48102 members 
Mstep: Class 5 contains 45554 members 
Mstep: Class 6 contains 47656 members 
Mstep: Class 7 contains 656 members 
Mstep: Class 8 contains 45181 members 
Mstep: Class 9 contains 1282 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 700 members 
Mstep: Class 12 contains 593 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 48794 members 
Mstep: Class 15 contains 43132 members 
Mstep: Class 16 contains 42077 members 
Mstep: Class 17 contains 48460 members 
Mstep: Class 18 contains 1274 members 
Mstep: Class 19 contains 48173 members 
Mstep: Class 22 contains 46589 members 
Mstep: Class 23 contains 52441 members 
Mstep: Class 24 contains 46305 members 
Entering Unmasked Estep 
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Iteration 68Q: 23 clusters Score -1.111811e+08 nChanged 6248
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46092 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2997 members 
Mstep: Class 4 contains 47959 members 
Mstep: Class 5 contains 45503 members 
Mstep: Class 6 contains 47537 members 
Mstep: Class 7 contains 656 members 
Mstep: Class 8 contains 45118 members 
Mstep: Class 9 contains 1287 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 700 members 
Mstep: Class 12 contains 593 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 48522 members 
Mstep: Class 15 contains 44426 members 
Mstep: Class 16 contains 41996 members 
Mstep: Class 17 contains 48322 members 
Mstep: Class 18 contains 1274 members 
Mstep: Class 19 contains 48154 members 
Mstep: Class 22 contains 46470 members 
Mstep: Class 23 contains 52331 members 
Mstep: Class 24 contains 46229 members 
Entering Unmasked Estep 
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Iteration 69Q: 23 clusters Score -1.111815e+08 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46034 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2994 members 
Mstep: Class 4 contains 47574 members 
Mstep: Class 5 contains 45491 members 
Mstep: Class 6 contains 47342 members 
Mstep: Class 7 contains 656 members 
Mstep: Class 8 contains 45127 members 
Mstep: Class 9 contains 1292 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 699 members 
Mstep: Class 12 contains 592 members 
Mstep: Class 13 contains 756 members 
Mstep: Class 14 contains 48229 members 
Mstep: Class 15 contains 45633 members 
Mstep: Class 16 contains 41898 members 
Mstep: Class 17 contains 48348 members 
Mstep: Class 18 contains 1272 members 
Mstep: Class 19 contains 48114 members 
Mstep: Class 22 contains 46407 members 
Mstep: Class 23 contains 52211 members 
Mstep: Class 24 contains 46252 members 
Entering Unmasked Estep 
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Iteration 70Q: 23 clusters Score -1.111814e+08 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46021 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2988 members 
Mstep: Class 4 contains 47094 members 
Mstep: Class 5 contains 45458 members 
Mstep: Class 6 contains 47128 members 
Mstep: Class 7 contains 656 members 
Mstep: Class 8 contains 45174 members 
Mstep: Class 9 contains 1298 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 698 members 
Mstep: Class 12 contains 592 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 47910 members 
Mstep: Class 15 contains 46639 members 
Mstep: Class 16 contains 41783 members 
Mstep: Class 17 contains 48342 members 
Mstep: Class 18 contains 1275 members 
Mstep: Class 19 contains 48192 members 
Mstep: Class 22 contains 46454 members 
Mstep: Class 23 contains 52112 members 
Mstep: Class 24 contains 46352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111181720.000000 Penalty: 72750.632812
Iteration 71Q: 23 clusters Score -1.111817e+08 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46058 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2984 members 
Mstep: Class 4 contains 46637 members 
Mstep: Class 5 contains 45435 members 
Mstep: Class 6 contains 47000 members 
Mstep: Class 7 contains 656 members 
Mstep: Class 8 contains 45222 members 
Mstep: Class 9 contains 1303 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 698 members 
Mstep: Class 12 contains 592 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 47590 members 
Mstep: Class 15 contains 47376 members 
Mstep: Class 16 contains 41655 members 
Mstep: Class 17 contains 48283 members 
Mstep: Class 18 contains 1271 members 
Mstep: Class 19 contains 48353 members 
Mstep: Class 22 contains 46506 members 
Mstep: Class 23 contains 52079 members 
Mstep: Class 24 contains 46468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111181616.000000 Penalty: 72750.632812
Iteration 72Q: 23 clusters Score -1.111816e+08 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46135 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2980 members 
Mstep: Class 4 contains 46261 members 
Mstep: Class 5 contains 45477 members 
Mstep: Class 6 contains 46932 members 
Mstep: Class 7 contains 656 members 
Mstep: Class 8 contains 45268 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 698 members 
Mstep: Class 12 contains 592 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 47342 members 
Mstep: Class 15 contains 47791 members 
Mstep: Class 16 contains 41551 members 
Mstep: Class 17 contains 48242 members 
Mstep: Class 18 contains 1269 members 
Mstep: Class 19 contains 48473 members 
Mstep: Class 22 contains 46575 members 
Mstep: Class 23 contains 52096 members 
Mstep: Class 24 contains 46519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111181472.000000 Penalty: 72750.632812
Iteration 73Q: 23 clusters Score -1.111815e+08 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46259 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2982 members 
Mstep: Class 4 contains 46116 members 
Mstep: Class 5 contains 45482 members 
Mstep: Class 6 contains 46855 members 
Mstep: Class 7 contains 656 members 
Mstep: Class 8 contains 45293 members 
Mstep: Class 9 contains 1311 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 697 members 
Mstep: Class 12 contains 592 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 47126 members 
Mstep: Class 15 contains 47915 members 
Mstep: Class 16 contains 41467 members 
Mstep: Class 17 contains 48157 members 
Mstep: Class 18 contains 1269 members 
Mstep: Class 19 contains 48600 members 
Mstep: Class 22 contains 46626 members 
Mstep: Class 23 contains 52099 members 
Mstep: Class 24 contains 46664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111181408.000000 Penalty: 72750.632812
Iteration 74Q: 23 clusters Score -1.111814e+08 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46365 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2984 members 
Mstep: Class 4 contains 46139 members 
Mstep: Class 5 contains 45496 members 
Mstep: Class 6 contains 46789 members 
Mstep: Class 7 contains 656 members 
Mstep: Class 8 contains 45368 members 
Mstep: Class 9 contains 1312 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 697 members 
Mstep: Class 12 contains 591 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 46941 members 
Mstep: Class 15 contains 47876 members 
Mstep: Class 16 contains 41347 members 
Mstep: Class 17 contains 48092 members 
Mstep: Class 18 contains 1267 members 
Mstep: Class 19 contains 48744 members 
Mstep: Class 22 contains 46654 members 
Mstep: Class 23 contains 52102 members 
Mstep: Class 24 contains 46746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111181424.000000 Penalty: 72750.632812
Iteration 75Q: 23 clusters Score -1.111814e+08 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46426 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2982 members 
Mstep: Class 4 contains 46275 members 
Mstep: Class 5 contains 45502 members 
Mstep: Class 6 contains 46746 members 
Mstep: Class 7 contains 656 members 
Mstep: Class 8 contains 45403 members 
Mstep: Class 9 contains 1312 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 697 members 
Mstep: Class 12 contains 591 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 46834 members 
Mstep: Class 15 contains 47805 members 
Mstep: Class 16 contains 41217 members 
Mstep: Class 17 contains 47987 members 
Mstep: Class 18 contains 1266 members 
Mstep: Class 19 contains 48895 members 
Mstep: Class 22 contains 46697 members 
Mstep: Class 23 contains 52074 members 
Mstep: Class 24 contains 46801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111182232.000000 Penalty: 72750.632812
Iteration 76Q: 23 clusters Score -1.111822e+08 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46447 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2981 members 
Mstep: Class 4 contains 46527 members 
Mstep: Class 5 contains 45521 members 
Mstep: Class 6 contains 46684 members 
Mstep: Class 7 contains 656 members 
Mstep: Class 8 contains 45426 members 
Mstep: Class 9 contains 1312 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 697 members 
Mstep: Class 12 contains 591 members 
Mstep: Class 13 contains 756 members 
Mstep: Class 14 contains 46728 members 
Mstep: Class 15 contains 47696 members 
Mstep: Class 16 contains 41072 members 
Mstep: Class 17 contains 47872 members 
Mstep: Class 18 contains 1262 members 
Mstep: Class 19 contains 49013 members 
Mstep: Class 22 contains 46766 members 
Mstep: Class 23 contains 52090 members 
Mstep: Class 24 contains 46824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111182056.000000 Penalty: 72750.632812
Iteration 77Q: 23 clusters Score -1.111821e+08 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2980 members 
Mstep: Class 4 contains 46826 members 
Mstep: Class 5 contains 45538 members 
Mstep: Class 6 contains 46624 members 
Mstep: Class 7 contains 656 members 
Mstep: Class 8 contains 45482 members 
Mstep: Class 9 contains 1313 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 697 members 
Mstep: Class 12 contains 591 members 
Mstep: Class 13 contains 756 members 
Mstep: Class 14 contains 46631 members 
Mstep: Class 15 contains 47566 members 
Mstep: Class 16 contains 40907 members 
Mstep: Class 17 contains 47691 members 
Mstep: Class 18 contains 1267 members 
Mstep: Class 19 contains 49157 members 
Mstep: Class 22 contains 46830 members 
Mstep: Class 23 contains 52119 members 
Mstep: Class 24 contains 46815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111182280.000000 Penalty: 72750.632812
Iteration 78Q: 23 clusters Score -1.111823e+08 nChanged 5100
Entering ConstructFrom: 
Score: -111182280.000000 Penalty: 72750.632812
Entering ConstructFrom: 
Trying to split cluster 1 (46487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46487 members 
Entering Unmasked Estep 
Score: -8502412.000000 Penalty: 2665.238281
	Iteration 0F: 2 clusters Score -8502412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -8472740.000000 Penalty: 5330.476562
	Iteration 0F: 3 clusters Score -8472740 nChanged 21295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -8484876.000000 Penalty: 5330.476562
	Iteration 1F: 3 clusters Score -8484876 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 24655 members 
Entering Unmasked Estep 
Score: -8485801.000000 Penalty: 5330.476562
	Iteration 2Q: 3 clusters Score -8485801 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -8486995.000000 Penalty: 5330.476562
	Iteration 3F: 3 clusters Score -8486995 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -8488707.000000 Penalty: 5330.476562
	Iteration 4F: 3 clusters Score -8488707 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -8490778.000000 Penalty: 5330.476562
	Iteration 5F: 3 clusters Score -8490778 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -8493416.000000 Penalty: 5330.476562
	Iteration 6F: 3 clusters Score -8493416 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -8496103.000000 Penalty: 5330.476562
	Iteration 7F: 3 clusters Score -8496103 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -8498043.000000 Penalty: 5330.476562
	Iteration 8F: 3 clusters Score -8498043 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -8498889.000000 Penalty: 5330.476562
	Iteration 9Q: 3 clusters Score -8498889 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -8499284.000000 Penalty: 5330.476562
	Iteration 10Q: 3 clusters Score -8499284 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 33778 members 
Entering Unmasked Estep 
Score: -8499556.000000 Penalty: 5330.476562
	Iteration 11Q: 3 clusters Score -8499556 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -8499750.000000 Penalty: 5330.476562
	Iteration 12Q: 3 clusters Score -8499750 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -8499926.000000 Penalty: 5330.476562
	Iteration 13Q: 3 clusters Score -8499926 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 35541 members 
Entering Unmasked Estep 
Score: -8500071.000000 Penalty: 5330.476562
	Iteration 14Q: 3 clusters Score -8500071 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -8500238.000000 Penalty: 5330.476562
	Iteration 15Q: 3 clusters Score -8500238 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -8500408.000000 Penalty: 5330.476562
	Iteration 16Q: 3 clusters Score -8500408 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -8500557.000000 Penalty: 5330.476562
	Iteration 17Q: 3 clusters Score -8500557 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -8500716.000000 Penalty: 5330.476562
	Iteration 18Q: 3 clusters Score -8500716 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 38145 members 
Entering Unmasked Estep 
Score: -8500825.000000 Penalty: 5330.476562
	Iteration 19Q: 3 clusters Score -8500825 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -8500948.000000 Penalty: 5330.476562
	Iteration 20F: 3 clusters Score -8500948 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -8501068.000000 Penalty: 5330.476562
	Iteration 21Q: 3 clusters Score -8501068 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 39403 members 
Entering Unmasked Estep 
Score: -8501155.000000 Penalty: 5330.476562
	Iteration 22Q: 3 clusters Score -8501155 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -8501251.000000 Penalty: 5330.476562
	Iteration 23Q: 3 clusters Score -8501251 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -8501304.000000 Penalty: 5330.476562
	Iteration 24Q: 3 clusters Score -8501304 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -8501341.000000 Penalty: 5330.476562
	Iteration 25Q: 3 clusters Score -8501341 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 40677 members 
Entering Unmasked Estep 
Score: -8501409.000000 Penalty: 5330.476562
	Iteration 26Q: 3 clusters Score -8501409 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -8501473.000000 Penalty: 5330.476562
	Iteration 27Q: 3 clusters Score -8501473 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 41139 members 
Entering Unmasked Estep 
Score: -8501500.000000 Penalty: 5330.476562
	Iteration 28Q: 3 clusters Score -8501500 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -8501541.000000 Penalty: 5330.476562
	Iteration 29Q: 3 clusters Score -8501541 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -8501567.000000 Penalty: 5330.476562
	Iteration 30Q: 3 clusters Score -8501567 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 41745 members 
Entering Unmasked Estep 
Score: -8501599.000000 Penalty: 5330.476562
	Iteration 31Q: 3 clusters Score -8501599 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 41933 members 
Entering Unmasked Estep 
Score: -8501577.000000 Penalty: 5330.476562
	Iteration 32Q: 3 clusters Score -8501577 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 42105 members 
Entering Unmasked Estep 
Score: -8501585.000000 Penalty: 5330.476562
	Iteration 33Q: 3 clusters Score -8501585 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -8501600.000000 Penalty: 5330.476562
	Iteration 34Q: 3 clusters Score -8501600 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 42418 members 
Entering Unmasked Estep 
Score: -8501620.000000 Penalty: 5330.476562
	Iteration 35Q: 3 clusters Score -8501620 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 42574 members 
Entering Unmasked Estep 
Score: -8501622.000000 Penalty: 5330.476562
	Iteration 36Q: 3 clusters Score -8501622 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -8501617.000000 Penalty: 5330.476562
	Iteration 37Q: 3 clusters Score -8501617 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -8501580.000000 Penalty: 5330.476562
	Iteration 38Q: 3 clusters Score -8501580 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 42952 members 
Entering Unmasked Estep 
Score: -8501588.000000 Penalty: 5330.476562
	Iteration 39Q: 3 clusters Score -8501588 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 43051 members 
Entering Unmasked Estep 
Score: -8501598.000000 Penalty: 5330.476562
	Iteration 40F: 3 clusters Score -8501598 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 43134 members 
Entering Unmasked Estep 
Score: -8501580.000000 Penalty: 5330.476562
	Iteration 41Q: 3 clusters Score -8501580 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -8501586.000000 Penalty: 5330.476562
	Iteration 42Q: 3 clusters Score -8501586 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -8501576.000000 Penalty: 5330.476562
	Iteration 43Q: 3 clusters Score -8501576 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -8501551.000000 Penalty: 5330.476562
	Iteration 44Q: 3 clusters Score -8501551 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -8501558.000000 Penalty: 5330.476562
	Iteration 45Q: 3 clusters Score -8501558 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 43473 members 
Entering Unmasked Estep 
Score: -8501560.000000 Penalty: 5330.476562
	Iteration 46Q: 3 clusters Score -8501560 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 43513 members 
Entering Unmasked Estep 
Score: -8501545.000000 Penalty: 5330.476562
	Iteration 47Q: 3 clusters Score -8501545 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -8501530.000000 Penalty: 5330.476562
	Iteration 48Q: 3 clusters Score -8501530 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -8501525.000000 Penalty: 5330.476562
	Iteration 49Q: 3 clusters Score -8501525 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -8501517.000000 Penalty: 5330.476562
	Iteration 50Q: 3 clusters Score -8501517 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -8501510.000000 Penalty: 5330.476562
	Iteration 51Q: 3 clusters Score -8501510 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 43760 members 
Entering Unmasked Estep 
Score: -8501496.000000 Penalty: 5330.476562
	Iteration 52Q: 3 clusters Score -8501496 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 43808 members 
Entering Unmasked Estep 
Score: -8501497.000000 Penalty: 5330.476562
	Iteration 53Q: 3 clusters Score -8501497 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -8501477.000000 Penalty: 5330.476562
	Iteration 54Q: 3 clusters Score -8501477 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 43903 members 
Entering Unmasked Estep 
Score: -8501477.000000 Penalty: 5330.476562
	Iteration 55Q: 3 clusters Score -8501477 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 43947 members 
Entering Unmasked Estep 
Score: -8501480.000000 Penalty: 5330.476562
	Iteration 56Q: 3 clusters Score -8501480 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 43989 members 
Entering Unmasked Estep 
Score: -8501470.000000 Penalty: 5330.476562
	Iteration 57Q: 3 clusters Score -8501470 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 44033 members 
Entering Unmasked Estep 
Score: -8501447.000000 Penalty: 5330.476562
	Iteration 58Q: 3 clusters Score -8501447 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 44067 members 
Entering Unmasked Estep 
Score: -8501452.000000 Penalty: 5330.476562
	Iteration 59Q: 3 clusters Score -8501452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -8501458.000000 Penalty: 5330.476562
	Iteration 60F: 3 clusters Score -8501458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 44109 members 
Entering Unmasked Estep 
Score: -8501457.000000 Penalty: 5330.476562
	Iteration 61Q: 3 clusters Score -8501457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 44126 members 
Entering Unmasked Estep 
Score: -8501441.000000 Penalty: 5330.476562
	Iteration 62Q: 3 clusters Score -8501441 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -8501471.000000 Penalty: 5330.476562
	Iteration 63Q: 3 clusters Score -8501471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 44164 members 
Entering Unmasked Estep 
Score: -8501449.000000 Penalty: 5330.476562
	Iteration 64Q: 3 clusters Score -8501449 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 44181 members 
Entering Unmasked Estep 
Score: -8501461.000000 Penalty: 5330.476562
	Iteration 65Q: 3 clusters Score -8501461 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
Score: -8501449.000000 Penalty: 5330.476562
	Iteration 66Q: 3 clusters Score -8501449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 44212 members 
Entering Unmasked Estep 
Score: -8501444.000000 Penalty: 5330.476562
	Iteration 67Q: 3 clusters Score -8501444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 44223 members 
Entering Unmasked Estep 
Score: -8501445.000000 Penalty: 5330.476562
	Iteration 68Q: 3 clusters Score -8501445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 44237 members 
Entering Unmasked Estep 
Score: -8501441.000000 Penalty: 5330.476562
	Iteration 69Q: 3 clusters Score -8501441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 44252 members 
Entering Unmasked Estep 
Score: -8501430.000000 Penalty: 5330.476562
	Iteration 70Q: 3 clusters Score -8501430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 44265 members 
Entering Unmasked Estep 
Score: -8501430.000000 Penalty: 5330.476562
	Iteration 71Q: 3 clusters Score -8501430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 44278 members 
Entering Unmasked Estep 
Score: -8501429.000000 Penalty: 5330.476562
	Iteration 72Q: 3 clusters Score -8501429 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
Score: -8501433.000000 Penalty: 5330.476562
	Iteration 73Q: 3 clusters Score -8501433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -8501433.000000 Penalty: 5330.476562
	Iteration 74Q: 3 clusters Score -8501433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 44308 members 
Entering Unmasked Estep 
Score: -8501434.000000 Penalty: 5330.476562
	Iteration 75Q: 3 clusters Score -8501434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -8501440.000000 Penalty: 5330.476562
	Iteration 76Q: 3 clusters Score -8501440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 44315 members 
Entering Unmasked Estep 
Score: -8501430.000000 Penalty: 5330.476562
	Iteration 77Q: 3 clusters Score -8501430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -8501432.000000 Penalty: 5330.476562
	Iteration 78Q: 3 clusters Score -8501432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -8501426.000000 Penalty: 5330.476562
	Iteration 79Q: 3 clusters Score -8501426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 44326 members 
Entering Unmasked Estep 
Score: -8501425.000000 Penalty: 5330.476562
	Iteration 80F: 3 clusters Score -8501425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 44331 members 
Entering Unmasked Estep 
Score: -8501422.000000 Penalty: 5330.476562
	Iteration 81Q: 3 clusters Score -8501422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 44339 members 
Entering Unmasked Estep 
Score: -8501420.000000 Penalty: 5330.476562
	Iteration 82Q: 3 clusters Score -8501420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 44346 members 
Entering Unmasked Estep 
Score: -8501418.000000 Penalty: 5330.476562
	Iteration 83Q: 3 clusters Score -8501418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 44350 members 
Entering Unmasked Estep 
Score: -8501423.000000 Penalty: 5330.476562
	Iteration 84Q: 3 clusters Score -8501423 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 44357 members 
Entering Unmasked Estep 
Score: -8501424.000000 Penalty: 5330.476562
	Iteration 85Q: 3 clusters Score -8501424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 44363 members 
Entering Unmasked Estep 
Score: -8501416.000000 Penalty: 5330.476562
	Iteration 86Q: 3 clusters Score -8501416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
Score: -8501415.000000 Penalty: 5330.476562
	Iteration 87Q: 3 clusters Score -8501415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -8501421.000000 Penalty: 5330.476562
	Iteration 88Q: 3 clusters Score -8501421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -8501420.000000 Penalty: 5330.476562
	Iteration 89Q: 3 clusters Score -8501420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 44389 members 
Entering Unmasked Estep 
Score: -8501402.000000 Penalty: 5330.476562
	Iteration 90Q: 3 clusters Score -8501402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -8501406.000000 Penalty: 5330.476562
	Iteration 91Q: 3 clusters Score -8501406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -8501406.000000 Penalty: 5330.476562
	Iteration 92F: 3 clusters Score -8501406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -28538.332031 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -28538.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -27364.789062 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -27364.79 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -27546.419922 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -27546.42 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -27635.400391 Penalty: 2933.097656
	Iteration 2F: 3 clusters Score -27635.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -27721.769531 Penalty: 2933.097656
	Iteration 3Q: 3 clusters Score -27721.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27754.570312 Penalty: 2933.097656
	Iteration 4Q: 3 clusters Score -27754.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -27790.828125 Penalty: 2933.097656
	Iteration 5Q: 3 clusters Score -27790.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -27835.095703 Penalty: 2933.097656
	Iteration 6Q: 3 clusters Score -27835.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -27855.623047 Penalty: 2933.097656
	Iteration 7Q: 3 clusters Score -27855.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -27869.941406 Penalty: 2933.097656
	Iteration 8Q: 3 clusters Score -27869.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -27880.933594 Penalty: 2933.097656
	Iteration 9Q: 3 clusters Score -27880.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -27897.578125 Penalty: 2933.097656
	Iteration 10Q: 3 clusters Score -27897.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -27900.744141 Penalty: 2933.097656
	Iteration 11Q: 3 clusters Score -27900.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -27912.718750 Penalty: 2933.097656
	Iteration 12F: 3 clusters Score -27912.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -27952.330078 Penalty: 2933.097656
	Iteration 13Q: 3 clusters Score -27952.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -27952.330078 Penalty: 2933.097656
	Iteration 14F: 3 clusters Score -27952.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Entering Unmasked Estep 
Score: -510204.718750 Penalty: 1983.920288
	Iteration 0F: 2 clusters Score -510204.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -506976.062500 Penalty: 3967.840576
	Iteration 0F: 3 clusters Score -506976.1 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -507670.687500 Penalty: 3967.840576
	Iteration 1F: 3 clusters Score -507670.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -507909.125000 Penalty: 3967.840576
	Iteration 2F: 3 clusters Score -507909.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -508100.468750 Penalty: 3967.840576
	Iteration 3F: 3 clusters Score -508100.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -508384.281250 Penalty: 3967.840576
	Iteration 4Q: 3 clusters Score -508384.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -508664.687500 Penalty: 3967.840576
	Iteration 5F: 3 clusters Score -508664.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -508873.500000 Penalty: 3967.840576
	Iteration 6F: 3 clusters Score -508873.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -509068.375000 Penalty: 3967.840576
	Iteration 7F: 3 clusters Score -509068.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -509218.062500 Penalty: 3967.840576
	Iteration 8Q: 3 clusters Score -509218.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -509356.812500 Penalty: 3967.840576
	Iteration 9Q: 3 clusters Score -509356.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -509479.218750 Penalty: 3967.840576
	Iteration 10Q: 3 clusters Score -509479.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -509563.062500 Penalty: 3967.840576
	Iteration 11Q: 3 clusters Score -509563.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -509619.750000 Penalty: 3967.840576
	Iteration 12Q: 3 clusters Score -509619.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -509654.593750 Penalty: 3967.840576
	Iteration 13Q: 3 clusters Score -509654.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -509683.750000 Penalty: 3967.840576
	Iteration 14Q: 3 clusters Score -509683.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -509726.812500 Penalty: 3967.840576
	Iteration 15Q: 3 clusters Score -509726.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -509754.875000 Penalty: 3967.840576
	Iteration 16Q: 3 clusters Score -509754.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -509772.781250 Penalty: 3967.840576
	Iteration 17Q: 3 clusters Score -509772.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -509781.562500 Penalty: 3967.840576
	Iteration 18Q: 3 clusters Score -509781.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -509787.062500 Penalty: 3967.840576
	Iteration 19Q: 3 clusters Score -509787.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -509792.343750 Penalty: 3967.840576
	Iteration 20F: 3 clusters Score -509792.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -509794.375000 Penalty: 3967.840576
	Iteration 21Q: 3 clusters Score -509794.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -509797.687500 Penalty: 3967.840576
	Iteration 22Q: 3 clusters Score -509797.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -509801.656250 Penalty: 3967.840576
	Iteration 23Q: 3 clusters Score -509801.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -509801.906250 Penalty: 3967.840576
	Iteration 24Q: 3 clusters Score -509801.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -509801.906250 Penalty: 3967.840576
	Iteration 25F: 3 clusters Score -509801.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47137 members 
Entering Unmasked Estep 
Score: -8601074.000000 Penalty: 2668.681885
	Iteration 0F: 2 clusters Score -8601074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -8570825.000000 Penalty: 5337.363770
	Iteration 0F: 3 clusters Score -8570825 nChanged 21788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -8583051.000000 Penalty: 5337.363770
	Iteration 1F: 3 clusters Score -8583051 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19867 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -8584031.000000 Penalty: 5337.363770
	Iteration 2Q: 3 clusters Score -8584031 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -8585493.000000 Penalty: 5337.363770
	Iteration 3F: 3 clusters Score -8585493 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 32106 members 
Entering Unmasked Estep 
Score: -8587813.000000 Penalty: 5337.363770
	Iteration 4F: 3 clusters Score -8587813 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -8590831.000000 Penalty: 5337.363770
	Iteration 5F: 3 clusters Score -8590831 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 38802 members 
Entering Unmasked Estep 
Score: -8594287.000000 Penalty: 5337.363770
	Iteration 6F: 3 clusters Score -8594287 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -8597180.000000 Penalty: 5337.363770
	Iteration 7F: 3 clusters Score -8597180 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 42866 members 
Entering Unmasked Estep 
Score: -8598996.000000 Penalty: 5337.363770
	Iteration 8Q: 3 clusters Score -8598996 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 43476 members 
Entering Unmasked Estep 
Score: -8599822.000000 Penalty: 5337.363770
	Iteration 9Q: 3 clusters Score -8599822 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -8600149.000000 Penalty: 5337.363770
	Iteration 10Q: 3 clusters Score -8600149 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -8600196.000000 Penalty: 5337.363770
	Iteration 11Q: 3 clusters Score -8600196 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 44021 members 
Entering Unmasked Estep 
Score: -8600222.000000 Penalty: 5337.363770
	Iteration 12Q: 3 clusters Score -8600222 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 44104 members 
Entering Unmasked Estep 
Score: -8600238.000000 Penalty: 5337.363770
	Iteration 13Q: 3 clusters Score -8600238 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 44163 members 
Entering Unmasked Estep 
Score: -8600244.000000 Penalty: 5337.363770
	Iteration 14Q: 3 clusters Score -8600244 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 44222 members 
Entering Unmasked Estep 
Score: -8600209.000000 Penalty: 5337.363770
	Iteration 15Q: 3 clusters Score -8600209 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 44258 members 
Entering Unmasked Estep 
Score: -8600227.000000 Penalty: 5337.363770
	Iteration 16Q: 3 clusters Score -8600227 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 44286 members 
Entering Unmasked Estep 
Score: -8600208.000000 Penalty: 5337.363770
	Iteration 17Q: 3 clusters Score -8600208 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 44308 members 
Entering Unmasked Estep 
Score: -8600225.000000 Penalty: 5337.363770
	Iteration 18Q: 3 clusters Score -8600225 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 44324 members 
Entering Unmasked Estep 
Score: -8600223.000000 Penalty: 5337.363770
	Iteration 19Q: 3 clusters Score -8600223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 44335 members 
Entering Unmasked Estep 
Score: -8600234.000000 Penalty: 5337.363770
	Iteration 20F: 3 clusters Score -8600234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -8600229.000000 Penalty: 5337.363770
	Iteration 21Q: 3 clusters Score -8600229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 44358 members 
Entering Unmasked Estep 
Score: -8600220.000000 Penalty: 5337.363770
	Iteration 22Q: 3 clusters Score -8600220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -8600223.000000 Penalty: 5337.363770
	Iteration 23Q: 3 clusters Score -8600223 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -8600217.000000 Penalty: 5337.363770
	Iteration 24Q: 3 clusters Score -8600217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 44414 members 
Entering Unmasked Estep 
Score: -8600226.000000 Penalty: 5337.363770
	Iteration 25Q: 3 clusters Score -8600226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 44420 members 
Entering Unmasked Estep 
Score: -8600220.000000 Penalty: 5337.363770
	Iteration 26Q: 3 clusters Score -8600220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 44426 members 
Entering Unmasked Estep 
Score: -8600216.000000 Penalty: 5337.363770
	Iteration 27Q: 3 clusters Score -8600216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -8600211.000000 Penalty: 5337.363770
	Iteration 28Q: 3 clusters Score -8600211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -8600215.000000 Penalty: 5337.363770
	Iteration 29Q: 3 clusters Score -8600215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -8600206.000000 Penalty: 5337.363770
	Iteration 30Q: 3 clusters Score -8600206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 44449 members 
Entering Unmasked Estep 
Score: -8600202.000000 Penalty: 5337.363770
	Iteration 31Q: 3 clusters Score -8600202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
Score: -8600209.000000 Penalty: 5337.363770
	Iteration 32Q: 3 clusters Score -8600209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 44459 members 
Entering Unmasked Estep 
Score: -8600221.000000 Penalty: 5337.363770
	Iteration 33Q: 3 clusters Score -8600221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -8600204.000000 Penalty: 5337.363770
	Iteration 34Q: 3 clusters Score -8600204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -8600200.000000 Penalty: 5337.363770
	Iteration 35Q: 3 clusters Score -8600200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 44474 members 
Entering Unmasked Estep 
Score: -8600203.000000 Penalty: 5337.363770
	Iteration 36Q: 3 clusters Score -8600203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -8600204.000000 Penalty: 5337.363770
	Iteration 37Q: 3 clusters Score -8600204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 44479 members 
Entering Unmasked Estep 
Score: -8600195.000000 Penalty: 5337.363770
	Iteration 38Q: 3 clusters Score -8600195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -8600196.000000 Penalty: 5337.363770
	Iteration 39Q: 3 clusters Score -8600196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -8600196.000000 Penalty: 5337.363770
	Iteration 40F: 3 clusters Score -8600196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (45540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45540 members 
Entering Unmasked Estep 
Score: -8360205.000000 Penalty: 2660.133789
	Iteration 0F: 2 clusters Score -8360205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -8331722.000000 Penalty: 5320.267578
	Iteration 0F: 3 clusters Score -8331722 nChanged 20978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -8343644.000000 Penalty: 5320.267578
	Iteration 1F: 3 clusters Score -8343644 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -8344689.000000 Penalty: 5320.267578
	Iteration 2Q: 3 clusters Score -8344689 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -8345925.000000 Penalty: 5320.267578
	Iteration 3Q: 3 clusters Score -8345925 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -8347375.500000 Penalty: 5320.267578
	Iteration 4Q: 3 clusters Score -8347376 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 27501 members 
Entering Unmasked Estep 
Score: -8349061.000000 Penalty: 5320.267578
	Iteration 5F: 3 clusters Score -8349061 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -8350729.500000 Penalty: 5320.267578
	Iteration 6F: 3 clusters Score -8350730 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -8352372.000000 Penalty: 5320.267578
	Iteration 7F: 3 clusters Score -8352372 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -8353735.500000 Penalty: 5320.267578
	Iteration 8F: 3 clusters Score -8353736 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 29094 members 
Entering Unmasked Estep 
Score: -8354812.500000 Penalty: 5320.267578
	Iteration 9Q: 3 clusters Score -8354812 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -8355433.500000 Penalty: 5320.267578
	Iteration 10Q: 3 clusters Score -8355434 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -8355767.000000 Penalty: 5320.267578
	Iteration 11Q: 3 clusters Score -8355767 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -8355958.500000 Penalty: 5320.267578
	Iteration 12Q: 3 clusters Score -8355958 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -8356066.000000 Penalty: 5320.267578
	Iteration 13Q: 3 clusters Score -8356066 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -8356158.000000 Penalty: 5320.267578
	Iteration 14Q: 3 clusters Score -8356158 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -8356244.000000 Penalty: 5320.267578
	Iteration 15Q: 3 clusters Score -8356244 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -8356306.000000 Penalty: 5320.267578
	Iteration 16Q: 3 clusters Score -8356306 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -8356400.500000 Penalty: 5320.267578
	Iteration 17Q: 3 clusters Score -8356400 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 28521 members 
Entering Unmasked Estep 
Score: -8356441.000000 Penalty: 5320.267578
	Iteration 18Q: 3 clusters Score -8356441 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -8356524.000000 Penalty: 5320.267578
	Iteration 19Q: 3 clusters Score -8356524 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -8356616.000000 Penalty: 5320.267578
	Iteration 20F: 3 clusters Score -8356616 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -8356713.000000 Penalty: 5320.267578
	Iteration 21Q: 3 clusters Score -8356713 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -8356773.500000 Penalty: 5320.267578
	Iteration 22Q: 3 clusters Score -8356774 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 27673 members 
Entering Unmasked Estep 
Score: -8356829.500000 Penalty: 5320.267578
	Iteration 23Q: 3 clusters Score -8356830 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -8356902.000000 Penalty: 5320.267578
	Iteration 24Q: 3 clusters Score -8356902 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -8356988.500000 Penalty: 5320.267578
	Iteration 25Q: 3 clusters Score -8356988 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -8357062.000000 Penalty: 5320.267578
	Iteration 26Q: 3 clusters Score -8357062 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -8357149.500000 Penalty: 5320.267578
	Iteration 27Q: 3 clusters Score -8357150 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -8357223.500000 Penalty: 5320.267578
	Iteration 28Q: 3 clusters Score -8357224 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -8357327.000000 Penalty: 5320.267578
	Iteration 29Q: 3 clusters Score -8357327 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -8357394.500000 Penalty: 5320.267578
	Iteration 30Q: 3 clusters Score -8357394 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -8357466.500000 Penalty: 5320.267578
	Iteration 31Q: 3 clusters Score -8357466 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -8357522.500000 Penalty: 5320.267578
	Iteration 32Q: 3 clusters Score -8357522 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -8357568.500000 Penalty: 5320.267578
	Iteration 33Q: 3 clusters Score -8357568 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -8357570.500000 Penalty: 5320.267578
	Iteration 34Q: 3 clusters Score -8357570 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -8357607.500000 Penalty: 5320.267578
	Iteration 35Q: 3 clusters Score -8357608 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -8357646.500000 Penalty: 5320.267578
	Iteration 36Q: 3 clusters Score -8357646 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -8357677.000000 Penalty: 5320.267578
	Iteration 37Q: 3 clusters Score -8357677 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -8357707.000000 Penalty: 5320.267578
	Iteration 38Q: 3 clusters Score -8357707 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -8357720.500000 Penalty: 5320.267578
	Iteration 39Q: 3 clusters Score -8357720 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -8357761.000000 Penalty: 5320.267578
	Iteration 40F: 3 clusters Score -8357761 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21418 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -8357798.000000 Penalty: 5320.267578
	Iteration 41Q: 3 clusters Score -8357798 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -8357803.500000 Penalty: 5320.267578
	Iteration 42Q: 3 clusters Score -8357804 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -8357836.000000 Penalty: 5320.267578
	Iteration 43Q: 3 clusters Score -8357836 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -8357860.500000 Penalty: 5320.267578
	Iteration 44Q: 3 clusters Score -8357860 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22511 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -8357869.000000 Penalty: 5320.267578
	Iteration 45Q: 3 clusters Score -8357869 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -8357913.500000 Penalty: 5320.267578
	Iteration 46Q: 3 clusters Score -8357914 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -8357969.000000 Penalty: 5320.267578
	Iteration 47Q: 3 clusters Score -8357969 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -8358022.000000 Penalty: 5320.267578
	Iteration 48Q: 3 clusters Score -8358022 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -8358035.000000 Penalty: 5320.267578
	Iteration 49Q: 3 clusters Score -8358035 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -8358044.500000 Penalty: 5320.267578
	Iteration 50Q: 3 clusters Score -8358044 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -8358062.000000 Penalty: 5320.267578
	Iteration 51Q: 3 clusters Score -8358062 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -8358093.500000 Penalty: 5320.267578
	Iteration 52Q: 3 clusters Score -8358094 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -8358117.500000 Penalty: 5320.267578
	Iteration 53Q: 3 clusters Score -8358118 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -8358148.000000 Penalty: 5320.267578
	Iteration 54Q: 3 clusters Score -8358148 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -8358204.000000 Penalty: 5320.267578
	Iteration 55Q: 3 clusters Score -8358204 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -8358271.500000 Penalty: 5320.267578
	Iteration 56Q: 3 clusters Score -8358272 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 20024 members 
Entering Unmasked Estep 
Score: -8358285.500000 Penalty: 5320.267578
	Iteration 57Q: 3 clusters Score -8358286 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -8358278.000000 Penalty: 5320.267578
	Iteration 58Q: 3 clusters Score -8358278 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -8358294.500000 Penalty: 5320.267578
	Iteration 59Q: 3 clusters Score -8358294 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -8358324.000000 Penalty: 5320.267578
	Iteration 60F: 3 clusters Score -8358324 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -8358355.500000 Penalty: 5320.267578
	Iteration 61Q: 3 clusters Score -8358356 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -8358382.500000 Penalty: 5320.267578
	Iteration 62Q: 3 clusters Score -8358382 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -8358414.000000 Penalty: 5320.267578
	Iteration 63Q: 3 clusters Score -8358414 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -8358421.500000 Penalty: 5320.267578
	Iteration 64Q: 3 clusters Score -8358422 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 18737 members 
Entering Unmasked Estep 
Score: -8358424.500000 Penalty: 5320.267578
	Iteration 65Q: 3 clusters Score -8358424 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26962 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -8358429.500000 Penalty: 5320.267578
	Iteration 66Q: 3 clusters Score -8358430 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27131 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -8358441.000000 Penalty: 5320.267578
	Iteration 67Q: 3 clusters Score -8358441 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -8358455.000000 Penalty: 5320.267578
	Iteration 68Q: 3 clusters Score -8358455 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -8358477.500000 Penalty: 5320.267578
	Iteration 69Q: 3 clusters Score -8358478 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31017 members 
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	Iteration 160F: 3 clusters Score -8360272 nChanged 61
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	Iteration 161Q: 3 clusters Score -8360268 nChanged 54
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	Iteration 162Q: 3 clusters Score -8360237 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42412 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -8360238 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -8360243 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -8360222 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42521 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -8360202.500000 Penalty: 5320.267578
	Iteration 166Q: 3 clusters Score -8360202 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -8360200 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -8360182 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42636 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -8360176 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -8360175 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42709 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -8360174 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -8360158 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42776 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -8360158 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -8360156 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42831 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -8360166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42857 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -8360148 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -8360120.500000 Penalty: 5320.267578
	Iteration 177Q: 3 clusters Score -8360120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -8360121.500000 Penalty: 5320.267578
	Iteration 178Q: 3 clusters Score -8360122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42934 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -8360119.000000 Penalty: 5320.267578
	Iteration 179Q: 3 clusters Score -8360119 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -8360100.500000 Penalty: 5320.267578
	Iteration 180F: 3 clusters Score -8360100 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42975 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -8360093.500000 Penalty: 5320.267578
	Iteration 181Q: 3 clusters Score -8360094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42997 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -8360092 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43023 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -8360088 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43047 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -8360082 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -8360071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
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	Iteration 186Q: 3 clusters Score -8360063 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -8360052 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -8360046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43147 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -8360045 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -8360038.500000 Penalty: 5320.267578
	Iteration 190Q: 3 clusters Score -8360038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -8360037.500000 Penalty: 5320.267578
	Iteration 191Q: 3 clusters Score -8360038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43198 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -8360041.500000 Penalty: 5320.267578
	Iteration 192Q: 3 clusters Score -8360042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -8360032.000000 Penalty: 5320.267578
	Iteration 193Q: 3 clusters Score -8360032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -8360037.500000 Penalty: 5320.267578
	Iteration 194Q: 3 clusters Score -8360038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43222 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -8360037.500000 Penalty: 5320.267578
	Iteration 195Q: 3 clusters Score -8360038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43230 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -8360030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43240 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -8360042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43250 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -8360034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43262 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -8360026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -8360022.000000 Penalty: 5320.267578
	Iteration 200F: 3 clusters Score -8360022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -8360016.000000 Penalty: 5320.267578
	Iteration 201Q: 3 clusters Score -8360016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43284 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -8360019.500000 Penalty: 5320.267578
	Iteration 202Q: 3 clusters Score -8360020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -8360013.000000 Penalty: 5320.267578
	Iteration 203Q: 3 clusters Score -8360013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43305 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -8359989.500000 Penalty: 5320.267578
	Iteration 204Q: 3 clusters Score -8359990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43322 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -8359985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -8359992.500000 Penalty: 5320.267578
	Iteration 206Q: 3 clusters Score -8359992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43346 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -8359991.500000 Penalty: 5320.267578
	Iteration 207Q: 3 clusters Score -8359992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -8359998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -8359994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43363 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -8359988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43367 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -8359986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -8359986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -8359984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43377 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -8359980 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -8359980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43390 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -8359978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -8359978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43400 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -8359975 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -8359970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -8359973.500000 Penalty: 5320.267578
	Iteration 220F: 3 clusters Score -8359974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -8359974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -8359975 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -8359975 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -8359971 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
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	Iteration 225F: 3 clusters Score -8359971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (46598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46598 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -8511949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -8481808 nChanged 21531
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 22707 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -8493592 nChanged 2001
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -8494197 nChanged 2042
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -8494991 nChanged 2253
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -8496117 nChanged 2747
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
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	Iteration 5F: 3 clusters Score -8497664 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
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	Iteration 6F: 3 clusters Score -8499760 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -8502460.000000 Penalty: 5331.659180
	Iteration 7F: 3 clusters Score -8502460 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -8505229.000000 Penalty: 5331.659180
	Iteration 8F: 3 clusters Score -8505229 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -8507622.000000 Penalty: 5331.659180
	Iteration 9F: 3 clusters Score -8507622 nChanged 1855
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -8509067 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37880 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -8509739 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -8510103.000000 Penalty: 5331.659180
	Iteration 12Q: 3 clusters Score -8510103 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39187 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8510396 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8510575 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -8510708.000000 Penalty: 5331.659180
	Iteration 15Q: 3 clusters Score -8510708 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -8510842.000000 Penalty: 5331.659180
	Iteration 16Q: 3 clusters Score -8510842 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8510894 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41183 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -8510954.000000 Penalty: 5331.659180
	Iteration 18Q: 3 clusters Score -8510954 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -8511005.000000 Penalty: 5331.659180
	Iteration 19Q: 3 clusters Score -8511005 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -8511072.000000 Penalty: 5331.659180
	Iteration 20F: 3 clusters Score -8511072 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41931 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -8511131.000000 Penalty: 5331.659180
	Iteration 21Q: 3 clusters Score -8511131 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -8511174.000000 Penalty: 5331.659180
	Iteration 22Q: 3 clusters Score -8511174 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -8511208.000000 Penalty: 5331.659180
	Iteration 23Q: 3 clusters Score -8511208 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -8511227.000000 Penalty: 5331.659180
	Iteration 24Q: 3 clusters Score -8511227 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -8511250.000000 Penalty: 5331.659180
	Iteration 25Q: 3 clusters Score -8511250 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42728 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -8511248.000000 Penalty: 5331.659180
	Iteration 26Q: 3 clusters Score -8511248 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42852 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -8511281.000000 Penalty: 5331.659180
	Iteration 27Q: 3 clusters Score -8511281 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42983 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -8511302.000000 Penalty: 5331.659180
	Iteration 28Q: 3 clusters Score -8511302 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -8511292.000000 Penalty: 5331.659180
	Iteration 29Q: 3 clusters Score -8511292 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -8511287.000000 Penalty: 5331.659180
	Iteration 30Q: 3 clusters Score -8511287 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43250 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -8511288.000000 Penalty: 5331.659180
	Iteration 31Q: 3 clusters Score -8511288 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -8511294.000000 Penalty: 5331.659180
	Iteration 32Q: 3 clusters Score -8511294 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43356 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -8511313.000000 Penalty: 5331.659180
	Iteration 33Q: 3 clusters Score -8511313 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -8511293.000000 Penalty: 5331.659180
	Iteration 34Q: 3 clusters Score -8511293 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43454 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -8511270.000000 Penalty: 5331.659180
	Iteration 35Q: 3 clusters Score -8511270 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -8511282.000000 Penalty: 5331.659180
	Iteration 36Q: 3 clusters Score -8511282 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -8511249.000000 Penalty: 5331.659180
	Iteration 37Q: 3 clusters Score -8511249 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43556 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -8511260.000000 Penalty: 5331.659180
	Iteration 38Q: 3 clusters Score -8511260 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -8511264.000000 Penalty: 5331.659180
	Iteration 39Q: 3 clusters Score -8511264 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43608 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -8511252.000000 Penalty: 5331.659180
	Iteration 40F: 3 clusters Score -8511252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -8511268.000000 Penalty: 5331.659180
	Iteration 41Q: 3 clusters Score -8511268 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -8511266.000000 Penalty: 5331.659180
	Iteration 42Q: 3 clusters Score -8511266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -8511248.000000 Penalty: 5331.659180
	Iteration 43Q: 3 clusters Score -8511248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -8511251.000000 Penalty: 5331.659180
	Iteration 44Q: 3 clusters Score -8511251 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43710 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -8511261.000000 Penalty: 5331.659180
	Iteration 45Q: 3 clusters Score -8511261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43722 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -8511268.000000 Penalty: 5331.659180
	Iteration 46Q: 3 clusters Score -8511268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43736 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -8511267.000000 Penalty: 5331.659180
	Iteration 47Q: 3 clusters Score -8511267 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -8511278.000000 Penalty: 5331.659180
	Iteration 48Q: 3 clusters Score -8511278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -8511280.000000 Penalty: 5331.659180
	Iteration 49Q: 3 clusters Score -8511280 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -8511275.000000 Penalty: 5331.659180
	Iteration 50Q: 3 clusters Score -8511275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43786 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -8511286.000000 Penalty: 5331.659180
	Iteration 51Q: 3 clusters Score -8511286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43792 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -8511286.000000 Penalty: 5331.659180
	Iteration 52Q: 3 clusters Score -8511286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -8511287.000000 Penalty: 5331.659180
	Iteration 53Q: 3 clusters Score -8511287 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43816 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -8511276.000000 Penalty: 5331.659180
	Iteration 54Q: 3 clusters Score -8511276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -8511276.000000 Penalty: 5331.659180
	Iteration 55Q: 3 clusters Score -8511276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -8511272.000000 Penalty: 5331.659180
	Iteration 56Q: 3 clusters Score -8511272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43851 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -8511269.000000 Penalty: 5331.659180
	Iteration 57Q: 3 clusters Score -8511269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -8511265.000000 Penalty: 5331.659180
	Iteration 58Q: 3 clusters Score -8511265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43867 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -8511269.000000 Penalty: 5331.659180
	Iteration 59Q: 3 clusters Score -8511269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -8511267.000000 Penalty: 5331.659180
	Iteration 60F: 3 clusters Score -8511267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43874 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -8511267.000000 Penalty: 5331.659180
	Iteration 61Q: 3 clusters Score -8511267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43876 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -8511267.000000 Penalty: 5331.659180
	Iteration 62Q: 3 clusters Score -8511267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43878 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -8511271.000000 Penalty: 5331.659180
	Iteration 63Q: 3 clusters Score -8511271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -8511269.000000 Penalty: 5331.659180
	Iteration 64Q: 3 clusters Score -8511269 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -8511269.000000 Penalty: 5331.659180
	Iteration 65F: 3 clusters Score -8511269 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Entering Unmasked Estep 
Score: -71967.898438 Penalty: 1608.567871
	Iteration 0F: 2 clusters Score -71967.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -70450.789062 Penalty: 3217.135742
	Iteration 0F: 3 clusters Score -70450.79 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -70800.117188 Penalty: 3217.135742
	Iteration 1F: 3 clusters Score -70800.12 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -70939.734375 Penalty: 3217.135742
	Iteration 2F: 3 clusters Score -70939.73 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -71037.351562 Penalty: 3217.135742
	Iteration 3Q: 3 clusters Score -71037.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -71092.851562 Penalty: 3217.135742
	Iteration 4Q: 3 clusters Score -71092.85 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -71181.203125 Penalty: 3217.135742
	Iteration 5Q: 3 clusters Score -71181.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -71240.882812 Penalty: 3217.135742
	Iteration 6Q: 3 clusters Score -71240.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -71285.960938 Penalty: 3217.135742
	Iteration 7Q: 3 clusters Score -71285.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -71321.781250 Penalty: 3217.135742
	Iteration 8Q: 3 clusters Score -71321.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -71345.312500 Penalty: 3217.135742
	Iteration 9Q: 3 clusters Score -71345.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -71376.867188 Penalty: 3217.135742
	Iteration 10Q: 3 clusters Score -71376.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -71408.828125 Penalty: 3217.135742
	Iteration 11Q: 3 clusters Score -71408.83 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -71429.101562 Penalty: 3217.135742
	Iteration 12Q: 3 clusters Score -71429.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -71440.312500 Penalty: 3217.135742
	Iteration 13Q: 3 clusters Score -71440.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -71454.242188 Penalty: 3217.135742
	Iteration 14Q: 3 clusters Score -71454.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -71458.500000 Penalty: 3217.135742
	Iteration 15Q: 3 clusters Score -71458.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -71460.484375 Penalty: 3217.135742
	Iteration 16Q: 3 clusters Score -71460.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -71462.109375 Penalty: 3217.135742
	Iteration 17Q: 3 clusters Score -71462.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -71462.109375 Penalty: 3217.135742
	Iteration 18F: 3 clusters Score -71462.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (45473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45473 members 
Entering Unmasked Estep 
Score: -8283943.000000 Penalty: 2659.768799
	Iteration 0F: 2 clusters Score -8283943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -8254169.500000 Penalty: 5319.537598
	Iteration 0F: 3 clusters Score -8254170 nChanged 20838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -8266028.500000 Penalty: 5319.537598
	Iteration 1F: 3 clusters Score -8266028 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -8266988.500000 Penalty: 5319.537598
	Iteration 2Q: 3 clusters Score -8266988 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -8268283.500000 Penalty: 5319.537598
	Iteration 3F: 3 clusters Score -8268284 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 27066 members 
Entering Unmasked Estep 
Score: -8269901.500000 Penalty: 5319.537598
	Iteration 4F: 3 clusters Score -8269902 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -8271911.500000 Penalty: 5319.537598
	Iteration 5F: 3 clusters Score -8271912 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -8274436.500000 Penalty: 5319.537598
	Iteration 6F: 3 clusters Score -8274436 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -8277175.500000 Penalty: 5319.537598
	Iteration 7F: 3 clusters Score -8277176 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -8279105.500000 Penalty: 5319.537598
	Iteration 8F: 3 clusters Score -8279106 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -8280048.000000 Penalty: 5319.537598
	Iteration 9Q: 3 clusters Score -8280048 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -8280496.000000 Penalty: 5319.537598
	Iteration 10Q: 3 clusters Score -8280496 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -8280802.500000 Penalty: 5319.537598
	Iteration 11Q: 3 clusters Score -8280802 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 37890 members 
Entering Unmasked Estep 
Score: -8281052.000000 Penalty: 5319.537598
	Iteration 12Q: 3 clusters Score -8281052 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
Score: -8281234.000000 Penalty: 5319.537598
	Iteration 13Q: 3 clusters Score -8281234 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 38969 members 
Entering Unmasked Estep 
Score: -8281399.500000 Penalty: 5319.537598
	Iteration 14Q: 3 clusters Score -8281400 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
Score: -8281576.000000 Penalty: 5319.537598
	Iteration 15Q: 3 clusters Score -8281576 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -8281704.500000 Penalty: 5319.537598
	Iteration 16Q: 3 clusters Score -8281704 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -8281868.500000 Penalty: 5319.537598
	Iteration 17Q: 3 clusters Score -8281868 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 40845 members 
Entering Unmasked Estep 
Score: -8282030.500000 Penalty: 5319.537598
	Iteration 18Q: 3 clusters Score -8282030 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 41249 members 
Entering Unmasked Estep 
Score: -8282097.500000 Penalty: 5319.537598
	Iteration 19Q: 3 clusters Score -8282098 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -8282177.500000 Penalty: 5319.537598
	Iteration 20F: 3 clusters Score -8282178 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 42002 members 
Entering Unmasked Estep 
Score: -8282257.000000 Penalty: 5319.537598
	Iteration 21Q: 3 clusters Score -8282257 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -8282301.000000 Penalty: 5319.537598
	Iteration 22Q: 3 clusters Score -8282301 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 42681 members 
Entering Unmasked Estep 
Score: -8282395.500000 Penalty: 5319.537598
	Iteration 23Q: 3 clusters Score -8282396 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 42920 members 
Entering Unmasked Estep 
Score: -8282433.000000 Penalty: 5319.537598
	Iteration 24Q: 3 clusters Score -8282433 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 43140 members 
Entering Unmasked Estep 
Score: -8282420.000000 Penalty: 5319.537598
	Iteration 25Q: 3 clusters Score -8282420 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 43315 members 
Entering Unmasked Estep 
Score: -8282429.500000 Penalty: 5319.537598
	Iteration 26Q: 3 clusters Score -8282430 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 43473 members 
Entering Unmasked Estep 
Score: -8282429.500000 Penalty: 5319.537598
	Iteration 27Q: 3 clusters Score -8282430 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -8282442.500000 Penalty: 5319.537598
	Iteration 28Q: 3 clusters Score -8282442 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -8282463.000000 Penalty: 5319.537598
	Iteration 29Q: 3 clusters Score -8282463 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 43823 members 
Entering Unmasked Estep 
Score: -8282461.000000 Penalty: 5319.537598
	Iteration 30Q: 3 clusters Score -8282461 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 43907 members 
Entering Unmasked Estep 
Score: -8282464.000000 Penalty: 5319.537598
	Iteration 31Q: 3 clusters Score -8282464 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 43985 members 
Entering Unmasked Estep 
Score: -8282449.500000 Penalty: 5319.537598
	Iteration 32Q: 3 clusters Score -8282450 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 44052 members 
Entering Unmasked Estep 
Score: -8282416.000000 Penalty: 5319.537598
	Iteration 33Q: 3 clusters Score -8282416 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 44104 members 
Entering Unmasked Estep 
Score: -8282416.500000 Penalty: 5319.537598
	Iteration 34Q: 3 clusters Score -8282416 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 44135 members 
Entering Unmasked Estep 
Score: -8282423.000000 Penalty: 5319.537598
	Iteration 35Q: 3 clusters Score -8282423 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 44159 members 
Entering Unmasked Estep 
Score: -8282423.500000 Penalty: 5319.537598
	Iteration 36Q: 3 clusters Score -8282424 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -8282423.000000 Penalty: 5319.537598
	Iteration 37Q: 3 clusters Score -8282423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 44202 members 
Entering Unmasked Estep 
Score: -8282426.000000 Penalty: 5319.537598
	Iteration 38Q: 3 clusters Score -8282426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -8282425.500000 Penalty: 5319.537598
	Iteration 39Q: 3 clusters Score -8282426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 44225 members 
Entering Unmasked Estep 
Score: -8282426.500000 Penalty: 5319.537598
	Iteration 40F: 3 clusters Score -8282426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 44241 members 
Entering Unmasked Estep 
Score: -8282433.000000 Penalty: 5319.537598
	Iteration 41Q: 3 clusters Score -8282433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 44256 members 
Entering Unmasked Estep 
Score: -8282426.000000 Penalty: 5319.537598
	Iteration 42Q: 3 clusters Score -8282426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 44265 members 
Entering Unmasked Estep 
Score: -8282427.500000 Penalty: 5319.537598
	Iteration 43Q: 3 clusters Score -8282428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 44270 members 
Entering Unmasked Estep 
Score: -8282427.000000 Penalty: 5319.537598
	Iteration 44Q: 3 clusters Score -8282427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 44273 members 
Entering Unmasked Estep 
Score: -8282419.000000 Penalty: 5319.537598
	Iteration 45Q: 3 clusters Score -8282419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -8282415.000000 Penalty: 5319.537598
	Iteration 46Q: 3 clusters Score -8282415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 44286 members 
Entering Unmasked Estep 
Score: -8282419.500000 Penalty: 5319.537598
	Iteration 47Q: 3 clusters Score -8282420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
Score: -8282425.000000 Penalty: 5319.537598
	Iteration 48Q: 3 clusters Score -8282425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 44297 members 
Entering Unmasked Estep 
Score: -8282417.500000 Penalty: 5319.537598
	Iteration 49Q: 3 clusters Score -8282418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 44299 members 
Entering Unmasked Estep 
Score: -8282424.000000 Penalty: 5319.537598
	Iteration 50Q: 3 clusters Score -8282424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 44300 members 
Entering Unmasked Estep 
Score: -8282416.500000 Penalty: 5319.537598
	Iteration 51Q: 3 clusters Score -8282416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 44303 members 
Entering Unmasked Estep 
Score: -8282417.000000 Penalty: 5319.537598
	Iteration 52Q: 3 clusters Score -8282417 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 44309 members 
Entering Unmasked Estep 
Score: -8282410.500000 Penalty: 5319.537598
	Iteration 53Q: 3 clusters Score -8282410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 44315 members 
Entering Unmasked Estep 
Score: -8282409.000000 Penalty: 5319.537598
	Iteration 54Q: 3 clusters Score -8282409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 44320 members 
Entering Unmasked Estep 
Score: -8282402.500000 Penalty: 5319.537598
	Iteration 55Q: 3 clusters Score -8282402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -8282411.500000 Penalty: 5319.537598
	Iteration 56Q: 3 clusters Score -8282412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 44326 members 
Entering Unmasked Estep 
Score: -8282417.500000 Penalty: 5319.537598
	Iteration 57Q: 3 clusters Score -8282418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 44326 members 
Entering Unmasked Estep 
Score: -8282413.000000 Penalty: 5319.537598
	Iteration 58Q: 3 clusters Score -8282413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 44326 members 
Entering Unmasked Estep 
Score: -8282413.000000 Penalty: 5319.537598
	Iteration 59F: 3 clusters Score -8282413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Entering Unmasked Estep 
Score: -212601.093750 Penalty: 1780.846069
	Iteration 0F: 2 clusters Score -212601.1 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 664 members 
Entering Unmasked Estep 
Score: -210513.296875 Penalty: 3561.692139
	Iteration 0F: 3 clusters Score -210513.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -211060.843750 Penalty: 3561.692139
	Iteration 1F: 3 clusters Score -211060.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -211320.843750 Penalty: 3561.692139
	Iteration 2F: 3 clusters Score -211320.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -211442.484375 Penalty: 3561.692139
	Iteration 3F: 3 clusters Score -211442.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -211515.531250 Penalty: 3561.692139
	Iteration 4Q: 3 clusters Score -211515.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -211575.156250 Penalty: 3561.692139
	Iteration 5Q: 3 clusters Score -211575.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -211616.718750 Penalty: 3561.692139
	Iteration 6Q: 3 clusters Score -211616.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -211656.187500 Penalty: 3561.692139
	Iteration 7Q: 3 clusters Score -211656.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -211692.546875 Penalty: 3561.692139
	Iteration 8Q: 3 clusters Score -211692.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -211721.890625 Penalty: 3561.692139
	Iteration 9Q: 3 clusters Score -211721.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -211733.046875 Penalty: 3561.692139
	Iteration 10Q: 3 clusters Score -211733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -211744.265625 Penalty: 3561.692139
	Iteration 11Q: 3 clusters Score -211744.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -211756.718750 Penalty: 3561.692139
	Iteration 12Q: 3 clusters Score -211756.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -211763.687500 Penalty: 3561.692139
	Iteration 13Q: 3 clusters Score -211763.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -211770.156250 Penalty: 3561.692139
	Iteration 14Q: 3 clusters Score -211770.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -211773.640625 Penalty: 3561.692139
	Iteration 15Q: 3 clusters Score -211773.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -211774.234375 Penalty: 3561.692139
	Iteration 16Q: 3 clusters Score -211774.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -211774.234375 Penalty: 3561.692139
	Iteration 17F: 3 clusters Score -211774.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -101103.390625 Penalty: 1578.884644
	Iteration 0F: 2 clusters Score -101103.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -99530.820312 Penalty: 3157.769287
	Iteration 0F: 3 clusters Score -99530.82 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -99655.242188 Penalty: 3157.769287
	Iteration 1F: 3 clusters Score -99655.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -99703.687500 Penalty: 3157.769287
	Iteration 2Q: 3 clusters Score -99703.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -99731.671875 Penalty: 3157.769287
	Iteration 3Q: 3 clusters Score -99731.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -99755.523438 Penalty: 3157.769287
	Iteration 4Q: 3 clusters Score -99755.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -99764.281250 Penalty: 3157.769287
	Iteration 5Q: 3 clusters Score -99764.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -99765.070312 Penalty: 3157.769287
	Iteration 6Q: 3 clusters Score -99765.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -99767.031250 Penalty: 3157.769287
	Iteration 7Q: 3 clusters Score -99767.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -99767.031250 Penalty: 3157.769287
	Iteration 8F: 3 clusters Score -99767.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Entering Unmasked Estep 
Score: -97588.820312 Penalty: 1623.246704
	Iteration 0F: 2 clusters Score -97588.82 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 340 members 
Entering Unmasked Estep 
Score: -96011.453125 Penalty: 3246.493408
	Iteration 0F: 3 clusters Score -96011.45 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -96473.351562 Penalty: 3246.493408
	Iteration 1F: 3 clusters Score -96473.35 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -96729.687500 Penalty: 3246.493408
	Iteration 2F: 3 clusters Score -96729.69 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -96879.515625 Penalty: 3246.493408
	Iteration 3F: 3 clusters Score -96879.52 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -97037.859375 Penalty: 3246.493408
	Iteration 4F: 3 clusters Score -97037.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -97170.773438 Penalty: 3246.493408
	Iteration 5Q: 3 clusters Score -97170.77 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -97230.125000 Penalty: 3246.493408
	Iteration 6Q: 3 clusters Score -97230.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -97259.398438 Penalty: 3246.493408
	Iteration 7Q: 3 clusters Score -97259.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -97302.906250 Penalty: 3246.493408
	Iteration 8Q: 3 clusters Score -97302.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -97340.820312 Penalty: 3246.493408
	Iteration 9Q: 3 clusters Score -97340.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -97381.375000 Penalty: 3246.493408
	Iteration 10Q: 3 clusters Score -97381.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -97415.648438 Penalty: 3246.493408
	Iteration 11Q: 3 clusters Score -97415.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -97466.054688 Penalty: 3246.493408
	Iteration 12Q: 3 clusters Score -97466.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -97490.117188 Penalty: 3246.493408
	Iteration 13Q: 3 clusters Score -97490.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -97493.687500 Penalty: 3246.493408
	Iteration 14Q: 3 clusters Score -97493.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -97519.851562 Penalty: 3246.493408
	Iteration 15Q: 3 clusters Score -97519.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -97532.757812 Penalty: 3246.493408
	Iteration 16Q: 3 clusters Score -97532.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -97556.335938 Penalty: 3246.493408
	Iteration 17Q: 3 clusters Score -97556.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -97560.828125 Penalty: 3246.493408
	Iteration 18Q: 3 clusters Score -97560.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -97562.500000 Penalty: 3246.493408
	Iteration 19Q: 3 clusters Score -97562.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -97564.617188 Penalty: 3246.493408
	Iteration 20F: 3 clusters Score -97564.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Entering Unmasked Estep 
Score: -101915.632812 Penalty: 1582.690308
	Iteration 0F: 2 clusters Score -101915.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -100303.117188 Penalty: 3165.380615
	Iteration 0F: 3 clusters Score -100303.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -100555.179688 Penalty: 3165.380615
	Iteration 1F: 3 clusters Score -100555.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -100602.679688 Penalty: 3165.380615
	Iteration 2F: 3 clusters Score -100602.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -100615.000000 Penalty: 3165.380615
	Iteration 3Q: 3 clusters Score -100615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -100626.546875 Penalty: 3165.380615
	Iteration 4Q: 3 clusters Score -100626.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -100639.828125 Penalty: 3165.380615
	Iteration 5Q: 3 clusters Score -100639.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -100646.882812 Penalty: 3165.380615
	Iteration 6Q: 3 clusters Score -100646.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -100651.328125 Penalty: 3165.380615
	Iteration 7Q: 3 clusters Score -100651.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -100651.328125 Penalty: 3165.380615
	Iteration 8F: 3 clusters Score -100651.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Entering Unmasked Estep 
Score: -105334.953125 Penalty: 1643.754272
	Iteration 0F: 2 clusters Score -105335 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 391 members 
Entering Unmasked Estep 
Score: -103704.718750 Penalty: 3287.508545
	Iteration 0F: 3 clusters Score -103704.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -104311.000000 Penalty: 3287.508545
	Iteration 1F: 3 clusters Score -104311 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -104693.085938 Penalty: 3287.508545
	Iteration 2F: 3 clusters Score -104693.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -104909.421875 Penalty: 3287.508545
	Iteration 3F: 3 clusters Score -104909.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -105092.500000 Penalty: 3287.508545
	Iteration 4Q: 3 clusters Score -105092.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -105219.742188 Penalty: 3287.508545
	Iteration 5Q: 3 clusters Score -105219.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -105294.703125 Penalty: 3287.508545
	Iteration 6Q: 3 clusters Score -105294.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -105360.640625 Penalty: 3287.508545
	Iteration 7Q: 3 clusters Score -105360.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -105409.562500 Penalty: 3287.508545
	Iteration 8Q: 3 clusters Score -105409.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -105464.718750 Penalty: 3287.508545
	Iteration 9Q: 3 clusters Score -105464.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -105498.460938 Penalty: 3287.508545
	Iteration 10Q: 3 clusters Score -105498.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -105521.148438 Penalty: 3287.508545
	Iteration 11Q: 3 clusters Score -105521.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -105530.632812 Penalty: 3287.508545
	Iteration 12Q: 3 clusters Score -105530.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -105543.914062 Penalty: 3287.508545
	Iteration 13Q: 3 clusters Score -105543.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -105552.429688 Penalty: 3287.508545
	Iteration 14Q: 3 clusters Score -105552.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -105557.273438 Penalty: 3287.508545
	Iteration 15Q: 3 clusters Score -105557.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -105566.046875 Penalty: 3287.508545
	Iteration 16Q: 3 clusters Score -105566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -105575.101562 Penalty: 3287.508545
	Iteration 17Q: 3 clusters Score -105575.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -105603.875000 Penalty: 3287.508545
	Iteration 18Q: 3 clusters Score -105603.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -105682.382812 Penalty: 3287.508545
	Iteration 19Q: 3 clusters Score -105682.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -106112.070312 Penalty: 3287.508545
	Iteration 20F: 3 clusters Score -106112.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -106187.531250 Penalty: 3287.508545
	Iteration 21Q: 3 clusters Score -106187.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -106204.335938 Penalty: 3287.508545
	Iteration 22Q: 3 clusters Score -106204.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -106214.890625 Penalty: 3287.508545
	Iteration 23Q: 3 clusters Score -106214.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -106226.921875 Penalty: 3287.508545
	Iteration 24Q: 3 clusters Score -106226.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -106226.921875 Penalty: 3287.508545
	Iteration 25F: 3 clusters Score -106226.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46487 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2980 members 
Mstep: Class 4 contains 47137 members 
Mstep: Class 5 contains 45540 members 
Mstep: Class 6 contains 46598 members 
Mstep: Class 7 contains 656 members 
Mstep: Class 8 contains 45473 members 
Mstep: Class 9 contains 1314 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 591 members 
Mstep: Class 13 contains 331 members 
Mstep: Class 14 contains 46576 members 
Mstep: Class 15 contains 47449 members 
Mstep: Class 16 contains 40747 members 
Mstep: Class 17 contains 47535 members 
Mstep: Class 18 contains 1271 members 
Mstep: Class 19 contains 49263 members 
Mstep: Class 20 contains 425 members 
Mstep: Class 22 contains 46891 members 
Mstep: Class 23 contains 52146 members 
Mstep: Class 24 contains 46814 members 
Entering Unmasked Estep 
Score: -111181208.000000 Penalty: 76057.484375
Splitting cluster 13 changes total score from -111182280.000000 to -111181208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (46576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46576 members 
Entering Unmasked Estep 
Score: -8500967.000000 Penalty: 2665.712402
	Iteration 0F: 2 clusters Score -8500967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -8471184.000000 Penalty: 5331.424805
	Iteration 0F: 3 clusters Score -8471184 nChanged 21384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23141 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -8483073.000000 Penalty: 5331.424805
	Iteration 1F: 3 clusters Score -8483073 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -8483627.000000 Penalty: 5331.424805
	Iteration 2Q: 3 clusters Score -8483627 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -8484286.000000 Penalty: 5331.424805
	Iteration 3Q: 3 clusters Score -8484286 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -8485171.000000 Penalty: 5331.424805
	Iteration 4Q: 3 clusters Score -8485171 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -8486262.000000 Penalty: 5331.424805
	Iteration 5Q: 3 clusters Score -8486262 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -8487454.000000 Penalty: 5331.424805
	Iteration 6Q: 3 clusters Score -8487454 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -8488849.000000 Penalty: 5331.424805
	Iteration 7F: 3 clusters Score -8488849 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -8490408.000000 Penalty: 5331.424805
	Iteration 8F: 3 clusters Score -8490408 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -8492095.000000 Penalty: 5331.424805
	Iteration 9F: 3 clusters Score -8492095 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -8493662.000000 Penalty: 5331.424805
	Iteration 10F: 3 clusters Score -8493662 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -8494877.000000 Penalty: 5331.424805
	Iteration 11Q: 3 clusters Score -8494877 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27793 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -8495672.000000 Penalty: 5331.424805
	Iteration 12Q: 3 clusters Score -8495672 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -8496198.000000 Penalty: 5331.424805
	Iteration 13Q: 3 clusters Score -8496198 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -8496646.000000 Penalty: 5331.424805
	Iteration 14Q: 3 clusters Score -8496646 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -8497017.000000 Penalty: 5331.424805
	Iteration 15Q: 3 clusters Score -8497017 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -8497384.000000 Penalty: 5331.424805
	Iteration 16Q: 3 clusters Score -8497384 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -8497780.000000 Penalty: 5331.424805
	Iteration 17Q: 3 clusters Score -8497780 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -8498112.000000 Penalty: 5331.424805
	Iteration 18Q: 3 clusters Score -8498112 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33147 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -8498432.000000 Penalty: 5331.424805
	Iteration 19Q: 3 clusters Score -8498432 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -8498638.000000 Penalty: 5331.424805
	Iteration 20F: 3 clusters Score -8498638 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -8498822.000000 Penalty: 5331.424805
	Iteration 21Q: 3 clusters Score -8498822 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34827 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -8498991.000000 Penalty: 5331.424805
	Iteration 22Q: 3 clusters Score -8498991 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35365 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -8499108.000000 Penalty: 5331.424805
	Iteration 23Q: 3 clusters Score -8499108 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -8499309.000000 Penalty: 5331.424805
	Iteration 24Q: 3 clusters Score -8499309 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -8499502.000000 Penalty: 5331.424805
	Iteration 25Q: 3 clusters Score -8499502 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -8499613.000000 Penalty: 5331.424805
	Iteration 26Q: 3 clusters Score -8499613 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -8499795.000000 Penalty: 5331.424805
	Iteration 27Q: 3 clusters Score -8499795 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -8499904.000000 Penalty: 5331.424805
	Iteration 28Q: 3 clusters Score -8499904 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -8500020.000000 Penalty: 5331.424805
	Iteration 29Q: 3 clusters Score -8500020 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -8500143.000000 Penalty: 5331.424805
	Iteration 30Q: 3 clusters Score -8500143 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -8500214.000000 Penalty: 5331.424805
	Iteration 31Q: 3 clusters Score -8500214 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -8500303.000000 Penalty: 5331.424805
	Iteration 32Q: 3 clusters Score -8500303 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -8500387.000000 Penalty: 5331.424805
	Iteration 33Q: 3 clusters Score -8500387 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -8500431.000000 Penalty: 5331.424805
	Iteration 34Q: 3 clusters Score -8500431 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -8500478.000000 Penalty: 5331.424805
	Iteration 35Q: 3 clusters Score -8500478 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41244 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -8500553.000000 Penalty: 5331.424805
	Iteration 36Q: 3 clusters Score -8500553 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -8500591.000000 Penalty: 5331.424805
	Iteration 37Q: 3 clusters Score -8500591 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -8500684.000000 Penalty: 5331.424805
	Iteration 38Q: 3 clusters Score -8500684 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -8500684.000000 Penalty: 5331.424805
	Iteration 39Q: 3 clusters Score -8500684 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42405 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -8500705.000000 Penalty: 5331.424805
	Iteration 40F: 3 clusters Score -8500705 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42591 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -8500712.000000 Penalty: 5331.424805
	Iteration 41Q: 3 clusters Score -8500712 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42770 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -8500706.000000 Penalty: 5331.424805
	Iteration 42Q: 3 clusters Score -8500706 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -8500676.000000 Penalty: 5331.424805
	Iteration 43Q: 3 clusters Score -8500676 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43039 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -8500703.000000 Penalty: 5331.424805
	Iteration 44Q: 3 clusters Score -8500703 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43144 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -8500681.000000 Penalty: 5331.424805
	Iteration 45Q: 3 clusters Score -8500681 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43231 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -8500676.000000 Penalty: 5331.424805
	Iteration 46Q: 3 clusters Score -8500676 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43296 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -8500674.000000 Penalty: 5331.424805
	Iteration 47Q: 3 clusters Score -8500674 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -8500689.000000 Penalty: 5331.424805
	Iteration 48Q: 3 clusters Score -8500689 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -8500709.000000 Penalty: 5331.424805
	Iteration 49Q: 3 clusters Score -8500709 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -8500708.000000 Penalty: 5331.424805
	Iteration 50Q: 3 clusters Score -8500708 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -8500705.000000 Penalty: 5331.424805
	Iteration 51Q: 3 clusters Score -8500705 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -8500697.000000 Penalty: 5331.424805
	Iteration 52Q: 3 clusters Score -8500697 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -8500713.000000 Penalty: 5331.424805
	Iteration 53Q: 3 clusters Score -8500713 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43671 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -8500715.000000 Penalty: 5331.424805
	Iteration 54Q: 3 clusters Score -8500715 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -8500707.000000 Penalty: 5331.424805
	Iteration 55Q: 3 clusters Score -8500707 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43723 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -8500708.000000 Penalty: 5331.424805
	Iteration 56Q: 3 clusters Score -8500708 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43740 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -8500698.000000 Penalty: 5331.424805
	Iteration 57Q: 3 clusters Score -8500698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43759 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -8500685.000000 Penalty: 5331.424805
	Iteration 58Q: 3 clusters Score -8500685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -8500675.000000 Penalty: 5331.424805
	Iteration 59Q: 3 clusters Score -8500675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43776 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -8500673.000000 Penalty: 5331.424805
	Iteration 60F: 3 clusters Score -8500673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43784 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -8500663.000000 Penalty: 5331.424805
	Iteration 61Q: 3 clusters Score -8500663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43793 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -8500668.000000 Penalty: 5331.424805
	Iteration 62Q: 3 clusters Score -8500668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43801 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -8500673.000000 Penalty: 5331.424805
	Iteration 63Q: 3 clusters Score -8500673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -8500668.000000 Penalty: 5331.424805
	Iteration 64Q: 3 clusters Score -8500668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43831 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -8500684.000000 Penalty: 5331.424805
	Iteration 65Q: 3 clusters Score -8500684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43849 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -8500693.000000 Penalty: 5331.424805
	Iteration 66Q: 3 clusters Score -8500693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -8500678.000000 Penalty: 5331.424805
	Iteration 67Q: 3 clusters Score -8500678 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43883 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -8500677.000000 Penalty: 5331.424805
	Iteration 68Q: 3 clusters Score -8500677 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43900 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -8500675.000000 Penalty: 5331.424805
	Iteration 69Q: 3 clusters Score -8500675 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -8500662.000000 Penalty: 5331.424805
	Iteration 70Q: 3 clusters Score -8500662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43940 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -8500649.000000 Penalty: 5331.424805
	Iteration 71Q: 3 clusters Score -8500649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -8500654.000000 Penalty: 5331.424805
	Iteration 72Q: 3 clusters Score -8500654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -8500654.000000 Penalty: 5331.424805
	Iteration 73Q: 3 clusters Score -8500654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -8500649.000000 Penalty: 5331.424805
	Iteration 74Q: 3 clusters Score -8500649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43992 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -8500644.000000 Penalty: 5331.424805
	Iteration 75Q: 3 clusters Score -8500644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -8500642.000000 Penalty: 5331.424805
	Iteration 76Q: 3 clusters Score -8500642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -8500641.000000 Penalty: 5331.424805
	Iteration 77Q: 3 clusters Score -8500641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -8500638.000000 Penalty: 5331.424805
	Iteration 78Q: 3 clusters Score -8500638 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -8500638.000000 Penalty: 5331.424805
	Iteration 79F: 3 clusters Score -8500638 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (47449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47449 members 
Entering Unmasked Estep 
Score: -8798610.000000 Penalty: 2670.317871
	Iteration 0F: 2 clusters Score -8798610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -8769476.000000 Penalty: 5340.635742
	Iteration 0F: 3 clusters Score -8769476 nChanged 21799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -8781664.000000 Penalty: 5340.635742
	Iteration 1F: 3 clusters Score -8781664 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24670 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -8782237.000000 Penalty: 5340.635742
	Iteration 2Q: 3 clusters Score -8782237 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -8782764.000000 Penalty: 5340.635742
	Iteration 3Q: 3 clusters Score -8782764 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -8783338.000000 Penalty: 5340.635742
	Iteration 4Q: 3 clusters Score -8783338 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -8783945.000000 Penalty: 5340.635742
	Iteration 5Q: 3 clusters Score -8783945 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -8784661.000000 Penalty: 5340.635742
	Iteration 6Q: 3 clusters Score -8784661 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -8785680.000000 Penalty: 5340.635742
	Iteration 7Q: 3 clusters Score -8785680 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -8786946.000000 Penalty: 5340.635742
	Iteration 8Q: 3 clusters Score -8786946 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -8788590.000000 Penalty: 5340.635742
	Iteration 9F: 3 clusters Score -8788590 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -8790530.000000 Penalty: 5340.635742
	Iteration 10F: 3 clusters Score -8790530 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39210 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -8792488.000000 Penalty: 5340.635742
	Iteration 11F: 3 clusters Score -8792488 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -8794253.000000 Penalty: 5340.635742
	Iteration 12F: 3 clusters Score -8794253 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -8795320.000000 Penalty: 5340.635742
	Iteration 13Q: 3 clusters Score -8795320 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44776 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -8795821.000000 Penalty: 5340.635742
	Iteration 14Q: 3 clusters Score -8795821 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45516 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -8796110.000000 Penalty: 5340.635742
	Iteration 15Q: 3 clusters Score -8796110 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45952 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -8796281.000000 Penalty: 5340.635742
	Iteration 16Q: 3 clusters Score -8796281 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -8796372.000000 Penalty: 5340.635742
	Iteration 17Q: 3 clusters Score -8796372 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46400 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -8796465.000000 Penalty: 5340.635742
	Iteration 18Q: 3 clusters Score -8796465 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46504 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -8796504.000000 Penalty: 5340.635742
	Iteration 19Q: 3 clusters Score -8796504 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46567 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -8796540.000000 Penalty: 5340.635742
	Iteration 20F: 3 clusters Score -8796540 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -8796537.000000 Penalty: 5340.635742
	Iteration 21Q: 3 clusters Score -8796537 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46644 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -8796566.000000 Penalty: 5340.635742
	Iteration 22Q: 3 clusters Score -8796566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46665 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -8796569.000000 Penalty: 5340.635742
	Iteration 23Q: 3 clusters Score -8796569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46681 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8796574.000000 Penalty: 5340.635742
	Iteration 24Q: 3 clusters Score -8796574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46691 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -8796577.000000 Penalty: 5340.635742
	Iteration 25Q: 3 clusters Score -8796577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46698 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8796582.000000 Penalty: 5340.635742
	Iteration 26Q: 3 clusters Score -8796582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8796585.000000 Penalty: 5340.635742
	Iteration 27Q: 3 clusters Score -8796585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46708 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -8796586.000000 Penalty: 5340.635742
	Iteration 28Q: 3 clusters Score -8796586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46711 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -8796590.000000 Penalty: 5340.635742
	Iteration 29Q: 3 clusters Score -8796590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46717 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8796587.000000 Penalty: 5340.635742
	Iteration 30Q: 3 clusters Score -8796587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46722 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -8796588.000000 Penalty: 5340.635742
	Iteration 31Q: 3 clusters Score -8796588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46725 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -8796585.000000 Penalty: 5340.635742
	Iteration 32Q: 3 clusters Score -8796585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46728 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -8796579.000000 Penalty: 5340.635742
	Iteration 33Q: 3 clusters Score -8796579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46729 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8796579.000000 Penalty: 5340.635742
	Iteration 34Q: 3 clusters Score -8796579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46729 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8796583.000000 Penalty: 5340.635742
	Iteration 35Q: 3 clusters Score -8796583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46729 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8796583.000000 Penalty: 5340.635742
	Iteration 36F: 3 clusters Score -8796583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (40747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Entering Unmasked Estep 
Score: -7262584.500000 Penalty: 2632.553955
	Iteration 0F: 2 clusters Score -7262584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -7234921.000000 Penalty: 5265.107910
	Iteration 0F: 3 clusters Score -7234921 nChanged 18844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -7245178.500000 Penalty: 5265.107910
	Iteration 1F: 3 clusters Score -7245178 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -7245703.000000 Penalty: 5265.107910
	Iteration 2Q: 3 clusters Score -7245703 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -7246449.500000 Penalty: 5265.107910
	Iteration 3Q: 3 clusters Score -7246450 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -7247469.000000 Penalty: 5265.107910
	Iteration 4F: 3 clusters Score -7247469 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -7249142.500000 Penalty: 5265.107910
	Iteration 5F: 3 clusters Score -7249142 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -7251737.000000 Penalty: 5265.107910
	Iteration 6F: 3 clusters Score -7251737 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -7254939.500000 Penalty: 5265.107910
	Iteration 7F: 3 clusters Score -7254940 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
Score: -7257718.000000 Penalty: 5265.107910
	Iteration 8F: 3 clusters Score -7257718 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -7259247.500000 Penalty: 5265.107910
	Iteration 9Q: 3 clusters Score -7259248 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -7259828.500000 Penalty: 5265.107910
	Iteration 10Q: 3 clusters Score -7259828 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -7260021.500000 Penalty: 5265.107910
	Iteration 11Q: 3 clusters Score -7260022 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 40501 members 
Entering Unmasked Estep 
Score: -7260145.500000 Penalty: 5265.107910
	Iteration 12Q: 3 clusters Score -7260146 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -7260198.000000 Penalty: 5265.107910
	Iteration 13Q: 3 clusters Score -7260198 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -7260235.500000 Penalty: 5265.107910
	Iteration 14Q: 3 clusters Score -7260236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -7260244.000000 Penalty: 5265.107910
	Iteration 15Q: 3 clusters Score -7260244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
Score: -7260248.000000 Penalty: 5265.107910
	Iteration 16Q: 3 clusters Score -7260248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -7260257.000000 Penalty: 5265.107910
	Iteration 17Q: 3 clusters Score -7260257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 40549 members 
Entering Unmasked Estep 
Score: -7260262.000000 Penalty: 5265.107910
	Iteration 18Q: 3 clusters Score -7260262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -7260270.500000 Penalty: 5265.107910
	Iteration 19Q: 3 clusters Score -7260270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -7260276.500000 Penalty: 5265.107910
	Iteration 20F: 3 clusters Score -7260276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 40548 members 
Entering Unmasked Estep 
Score: -7260284.000000 Penalty: 5265.107910
	Iteration 21Q: 3 clusters Score -7260284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
Score: -7260281.000000 Penalty: 5265.107910
	Iteration 22Q: 3 clusters Score -7260281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -7260279.000000 Penalty: 5265.107910
	Iteration 23Q: 3 clusters Score -7260279 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -7260281.000000 Penalty: 5265.107910
	Iteration 24Q: 3 clusters Score -7260281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 40544 members 
Entering Unmasked Estep 
Score: -7260282.000000 Penalty: 5265.107910
	Iteration 25Q: 3 clusters Score -7260282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 40544 members 
Entering Unmasked Estep 
Score: -7260290.000000 Penalty: 5265.107910
	Iteration 26Q: 3 clusters Score -7260290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 40544 members 
Entering Unmasked Estep 
Score: -7260290.000000 Penalty: 5265.107910
	Iteration 27F: 3 clusters Score -7260290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (47535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47535 members 
Entering Unmasked Estep 
Score: -8664767.000000 Penalty: 2670.766846
	Iteration 0F: 2 clusters Score -8664767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -8633486.000000 Penalty: 5341.533691
	Iteration 0F: 3 clusters Score -8633486 nChanged 21972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23356 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -8645432.000000 Penalty: 5341.533691
	Iteration 1F: 3 clusters Score -8645432 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -8645919.000000 Penalty: 5341.533691
	Iteration 2Q: 3 clusters Score -8645919 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22768 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -8646490.000000 Penalty: 5341.533691
	Iteration 3Q: 3 clusters Score -8646490 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -8647345.000000 Penalty: 5341.533691
	Iteration 4Q: 3 clusters Score -8647345 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -8648600.000000 Penalty: 5341.533691
	Iteration 5Q: 3 clusters Score -8648600 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -8650229.000000 Penalty: 5341.533691
	Iteration 6F: 3 clusters Score -8650229 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 28932 members 
Entering Unmasked Estep 
Score: -8652395.000000 Penalty: 5341.533691
	Iteration 7F: 3 clusters Score -8652395 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 30814 members 
Entering Unmasked Estep 
Score: -8655167.000000 Penalty: 5341.533691
	Iteration 8F: 3 clusters Score -8655167 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -8658121.000000 Penalty: 5341.533691
	Iteration 9F: 3 clusters Score -8658121 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -8660043.000000 Penalty: 5341.533691
	Iteration 10F: 3 clusters Score -8660043 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -8660691.000000 Penalty: 5341.533691
	Iteration 11Q: 3 clusters Score -8660691 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -8660915.000000 Penalty: 5341.533691
	Iteration 12Q: 3 clusters Score -8660915 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 34934 members 
Entering Unmasked Estep 
Score: -8661054.000000 Penalty: 5341.533691
	Iteration 13Q: 3 clusters Score -8661054 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 35146 members 
Entering Unmasked Estep 
Score: -8661182.000000 Penalty: 5341.533691
	Iteration 14Q: 3 clusters Score -8661182 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -8661244.000000 Penalty: 5341.533691
	Iteration 15Q: 3 clusters Score -8661244 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -8661321.000000 Penalty: 5341.533691
	Iteration 16Q: 3 clusters Score -8661321 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -8661359.000000 Penalty: 5341.533691
	Iteration 17Q: 3 clusters Score -8661359 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -8661462.000000 Penalty: 5341.533691
	Iteration 18Q: 3 clusters Score -8661462 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -8661541.000000 Penalty: 5341.533691
	Iteration 19Q: 3 clusters Score -8661541 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 36343 members 
Entering Unmasked Estep 
Score: -8661592.000000 Penalty: 5341.533691
	Iteration 20F: 3 clusters Score -8661592 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 36531 members 
Entering Unmasked Estep 
Score: -8661644.000000 Penalty: 5341.533691
	Iteration 21Q: 3 clusters Score -8661644 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -8661671.000000 Penalty: 5341.533691
	Iteration 22Q: 3 clusters Score -8661671 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 36873 members 
Entering Unmasked Estep 
Score: -8661713.000000 Penalty: 5341.533691
	Iteration 23Q: 3 clusters Score -8661713 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -8661751.000000 Penalty: 5341.533691
	Iteration 24Q: 3 clusters Score -8661751 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 37158 members 
Entering Unmasked Estep 
Score: -8661786.000000 Penalty: 5341.533691
	Iteration 25Q: 3 clusters Score -8661786 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -8661815.000000 Penalty: 5341.533691
	Iteration 26Q: 3 clusters Score -8661815 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 37424 members 
Entering Unmasked Estep 
Score: -8661852.000000 Penalty: 5341.533691
	Iteration 27Q: 3 clusters Score -8661852 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -8661883.000000 Penalty: 5341.533691
	Iteration 28Q: 3 clusters Score -8661883 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 37677 members 
Entering Unmasked Estep 
Score: -8661910.000000 Penalty: 5341.533691
	Iteration 29Q: 3 clusters Score -8661910 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -8661952.000000 Penalty: 5341.533691
	Iteration 30Q: 3 clusters Score -8661952 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -8661999.000000 Penalty: 5341.533691
	Iteration 31Q: 3 clusters Score -8661999 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 38052 members 
Entering Unmasked Estep 
Score: -8662043.000000 Penalty: 5341.533691
	Iteration 32Q: 3 clusters Score -8662043 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -8662070.000000 Penalty: 5341.533691
	Iteration 33Q: 3 clusters Score -8662070 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 38315 members 
Entering Unmasked Estep 
Score: -8662110.000000 Penalty: 5341.533691
	Iteration 34Q: 3 clusters Score -8662110 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 38444 members 
Entering Unmasked Estep 
Score: -8662134.000000 Penalty: 5341.533691
	Iteration 35Q: 3 clusters Score -8662134 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 38555 members 
Entering Unmasked Estep 
Score: -8662169.000000 Penalty: 5341.533691
	Iteration 36Q: 3 clusters Score -8662169 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -8662177.000000 Penalty: 5341.533691
	Iteration 37Q: 3 clusters Score -8662177 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 38783 members 
Entering Unmasked Estep 
Score: -8662211.000000 Penalty: 5341.533691
	Iteration 38Q: 3 clusters Score -8662211 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -8662254.000000 Penalty: 5341.533691
	Iteration 39Q: 3 clusters Score -8662254 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -8662285.000000 Penalty: 5341.533691
	Iteration 40F: 3 clusters Score -8662285 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 39133 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8662311 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 39250 members 
Entering Unmasked Estep 
Score: -8662324.000000 Penalty: 5341.533691
	Iteration 42Q: 3 clusters Score -8662324 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8662385 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 39496 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8662386 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 39605 members 
Entering Unmasked Estep 
Score: -8662427.000000 Penalty: 5341.533691
	Iteration 45Q: 3 clusters Score -8662427 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8662469 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 39826 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8662496 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 39928 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8662488 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -8662511.000000 Penalty: 5341.533691
	Iteration 49Q: 3 clusters Score -8662511 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -8662544.000000 Penalty: 5341.533691
	Iteration 50Q: 3 clusters Score -8662544 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 40185 members 
Entering Unmasked Estep 
Score: -8662562.000000 Penalty: 5341.533691
	Iteration 51Q: 3 clusters Score -8662562 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -8662609.000000 Penalty: 5341.533691
	Iteration 52Q: 3 clusters Score -8662609 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 40347 members 
Entering Unmasked Estep 
Score: -8662628.000000 Penalty: 5341.533691
	Iteration 53Q: 3 clusters Score -8662628 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -8662634.000000 Penalty: 5341.533691
	Iteration 54Q: 3 clusters Score -8662634 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -8662652.000000 Penalty: 5341.533691
	Iteration 55Q: 3 clusters Score -8662652 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8662651 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -8662667.000000 Penalty: 5341.533691
	Iteration 57Q: 3 clusters Score -8662667 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 40714 members 
Entering Unmasked Estep 
Score: -8662693.000000 Penalty: 5341.533691
	Iteration 58Q: 3 clusters Score -8662693 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -8662708.000000 Penalty: 5341.533691
	Iteration 59Q: 3 clusters Score -8662708 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -8662716.000000 Penalty: 5341.533691
	Iteration 60F: 3 clusters Score -8662716 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -8662725.000000 Penalty: 5341.533691
	Iteration 61Q: 3 clusters Score -8662725 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 40916 members 
Entering Unmasked Estep 
Score: -8662748.000000 Penalty: 5341.533691
	Iteration 62Q: 3 clusters Score -8662748 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 40948 members 
Entering Unmasked Estep 
Score: -8662753.000000 Penalty: 5341.533691
	Iteration 63Q: 3 clusters Score -8662753 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 40977 members 
Entering Unmasked Estep 
Score: -8662764.000000 Penalty: 5341.533691
	Iteration 64Q: 3 clusters Score -8662764 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -8662773.000000 Penalty: 5341.533691
	Iteration 65Q: 3 clusters Score -8662773 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
Score: -8662772.000000 Penalty: 5341.533691
	Iteration 66Q: 3 clusters Score -8662772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 41061 members 
Entering Unmasked Estep 
Score: -8662768.000000 Penalty: 5341.533691
	Iteration 67Q: 3 clusters Score -8662768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 41086 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8662796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 41110 members 
Entering Unmasked Estep 
Score: -8662812.000000 Penalty: 5341.533691
	Iteration 69Q: 3 clusters Score -8662812 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 41129 members 
Entering Unmasked Estep 
Score: -8662811.000000 Penalty: 5341.533691
	Iteration 70Q: 3 clusters Score -8662811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 41146 members 
Entering Unmasked Estep 
Score: -8662814.000000 Penalty: 5341.533691
	Iteration 71Q: 3 clusters Score -8662814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -8662815.000000 Penalty: 5341.533691
	Iteration 72Q: 3 clusters Score -8662815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 41172 members 
Entering Unmasked Estep 
Score: -8662824.000000 Penalty: 5341.533691
	Iteration 73Q: 3 clusters Score -8662824 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 41186 members 
Entering Unmasked Estep 
Score: -8662832.000000 Penalty: 5341.533691
	Iteration 74Q: 3 clusters Score -8662832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 41201 members 
Entering Unmasked Estep 
Score: -8662833.000000 Penalty: 5341.533691
	Iteration 75Q: 3 clusters Score -8662833 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
Score: -8662840.000000 Penalty: 5341.533691
	Iteration 76Q: 3 clusters Score -8662840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 41242 members 
Entering Unmasked Estep 
Score: -8662839.000000 Penalty: 5341.533691
	Iteration 77Q: 3 clusters Score -8662839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 41255 members 
Entering Unmasked Estep 
Score: -8662846.000000 Penalty: 5341.533691
	Iteration 78Q: 3 clusters Score -8662846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8662851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -8662855.000000 Penalty: 5341.533691
	Iteration 80F: 3 clusters Score -8662855 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 41309 members 
Entering Unmasked Estep 
Score: -8662857.000000 Penalty: 5341.533691
	Iteration 81Q: 3 clusters Score -8662857 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 41329 members 
Entering Unmasked Estep 
Score: -8662865.000000 Penalty: 5341.533691
	Iteration 82Q: 3 clusters Score -8662865 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 41346 members 
Entering Unmasked Estep 
Score: -8662862.000000 Penalty: 5341.533691
	Iteration 83Q: 3 clusters Score -8662862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -8662871.000000 Penalty: 5341.533691
	Iteration 84Q: 3 clusters Score -8662871 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8662892 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 41407 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8662891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8662876 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 41427 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8662882 nChanged 4
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Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8662885 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8662889 nChanged 2
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Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 41436 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8662890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8662893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 41446 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8662895 nChanged 7
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 41453 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8662896 nChanged 5
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Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 41458 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8662895 nChanged 2
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Mstep: Class 1 contains 6075 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8662898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 41464 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8662888 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6068 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8662894 nChanged 4
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Mstep: Class 1 contains 6064 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8662896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 41473 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8662897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 41476 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8662892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8662888 nChanged 3
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Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 41482 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8662886 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 41486 members 
Entering Unmasked Estep 
Score: -8662888.000000 Penalty: 5341.533691
	Iteration 104Q: 3 clusters Score -8662888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 41487 members 
Entering Unmasked Estep 
Score: -8662893.000000 Penalty: 5341.533691
	Iteration 105Q: 3 clusters Score -8662893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
Score: -8662899.000000 Penalty: 5341.533691
	Iteration 106Q: 3 clusters Score -8662899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
Score: -8662899.000000 Penalty: 5341.533691
	Iteration 107F: 3 clusters Score -8662899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Entering Unmasked Estep 
Score: -220110.468750 Penalty: 1772.594727
	Iteration 0F: 2 clusters Score -220110.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -218000.187500 Penalty: 3545.189453
	Iteration 0F: 3 clusters Score -218000.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -218498.859375 Penalty: 3545.189453
	Iteration 1F: 3 clusters Score -218498.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -218700.000000 Penalty: 3545.189453
	Iteration 2F: 3 clusters Score -218700 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -218801.187500 Penalty: 3545.189453
	Iteration 3F: 3 clusters Score -218801.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -218851.218750 Penalty: 3545.189453
	Iteration 4Q: 3 clusters Score -218851.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -218882.375000 Penalty: 3545.189453
	Iteration 5Q: 3 clusters Score -218882.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -218907.156250 Penalty: 3545.189453
	Iteration 6Q: 3 clusters Score -218907.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -218931.875000 Penalty: 3545.189453
	Iteration 7Q: 3 clusters Score -218931.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -218957.171875 Penalty: 3545.189453
	Iteration 8Q: 3 clusters Score -218957.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -218971.640625 Penalty: 3545.189453
	Iteration 9Q: 3 clusters Score -218971.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -218982.171875 Penalty: 3545.189453
	Iteration 10Q: 3 clusters Score -218982.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -218991.953125 Penalty: 3545.189453
	Iteration 11Q: 3 clusters Score -218992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -219002.203125 Penalty: 3545.189453
	Iteration 12Q: 3 clusters Score -219002.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -219012.234375 Penalty: 3545.189453
	Iteration 13Q: 3 clusters Score -219012.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -219025.796875 Penalty: 3545.189453
	Iteration 14Q: 3 clusters Score -219025.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -219038.953125 Penalty: 3545.189453
	Iteration 15Q: 3 clusters Score -219039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -219059.859375 Penalty: 3545.189453
	Iteration 16Q: 3 clusters Score -219059.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -219082.921875 Penalty: 3545.189453
	Iteration 17Q: 3 clusters Score -219082.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -219128.343750 Penalty: 3545.189453
	Iteration 18Q: 3 clusters Score -219128.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -219177.906250 Penalty: 3545.189453
	Iteration 19Q: 3 clusters Score -219177.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -219226.968750 Penalty: 3545.189453
	Iteration 20F: 3 clusters Score -219227 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -219311.140625 Penalty: 3545.189453
	Iteration 21Q: 3 clusters Score -219311.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -219393.906250 Penalty: 3545.189453
	Iteration 22Q: 3 clusters Score -219393.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -219450.593750 Penalty: 3545.189453
	Iteration 23Q: 3 clusters Score -219450.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -219479.609375 Penalty: 3545.189453
	Iteration 24Q: 3 clusters Score -219479.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -219502.875000 Penalty: 3545.189453
	Iteration 25Q: 3 clusters Score -219502.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -219523.390625 Penalty: 3545.189453
	Iteration 26Q: 3 clusters Score -219523.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -219546.968750 Penalty: 3545.189453
	Iteration 27Q: 3 clusters Score -219547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -219556.375000 Penalty: 3545.189453
	Iteration 28Q: 3 clusters Score -219556.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -219557.687500 Penalty: 3545.189453
	Iteration 29Q: 3 clusters Score -219557.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -219559.359375 Penalty: 3545.189453
	Iteration 30Q: 3 clusters Score -219559.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -219561.812500 Penalty: 3545.189453
	Iteration 31Q: 3 clusters Score -219561.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -219561.812500 Penalty: 3545.189453
	Iteration 32F: 3 clusters Score -219561.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (49263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49263 members 
Entering Unmasked Estep 
Score: -8979397.000000 Penalty: 2679.622314
	Iteration 0F: 2 clusters Score -8979397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24639 members 
Mstep: Class 2 contains 24624 members 
Entering Unmasked Estep 
Score: -8948015.000000 Penalty: 5359.244629
	Iteration 0F: 3 clusters Score -8948015 nChanged 22778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -8960424.000000 Penalty: 5359.244629
	Iteration 1F: 3 clusters Score -8960424 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -8960875.000000 Penalty: 5359.244629
	Iteration 2Q: 3 clusters Score -8960875 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -8961272.000000 Penalty: 5359.244629
	Iteration 3Q: 3 clusters Score -8961272 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -8961701.000000 Penalty: 5359.244629
	Iteration 4Q: 3 clusters Score -8961701 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -8962201.000000 Penalty: 5359.244629
	Iteration 5Q: 3 clusters Score -8962201 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -8962767.000000 Penalty: 5359.244629
	Iteration 6Q: 3 clusters Score -8962767 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 23630 members 
Entering Unmasked Estep 
Score: -8963519.000000 Penalty: 5359.244629
	Iteration 7Q: 3 clusters Score -8963519 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 23251 members 
Entering Unmasked Estep 
Score: -8964332.000000 Penalty: 5359.244629
	Iteration 8Q: 3 clusters Score -8964332 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -8965502.000000 Penalty: 5359.244629
	Iteration 9Q: 3 clusters Score -8965502 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -8966974.000000 Penalty: 5359.244629
	Iteration 10Q: 3 clusters Score -8966974 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -8968695.000000 Penalty: 5359.244629
	Iteration 11F: 3 clusters Score -8968695 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -8970350.000000 Penalty: 5359.244629
	Iteration 12F: 3 clusters Score -8970350 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -8971833.000000 Penalty: 5359.244629
	Iteration 13F: 3 clusters Score -8971833 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -8972754.000000 Penalty: 5359.244629
	Iteration 14Q: 3 clusters Score -8972754 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -8973272.000000 Penalty: 5359.244629
	Iteration 15Q: 3 clusters Score -8973272 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -8973497.000000 Penalty: 5359.244629
	Iteration 16Q: 3 clusters Score -8973497 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -8973663.000000 Penalty: 5359.244629
	Iteration 17Q: 3 clusters Score -8973663 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -8973779.000000 Penalty: 5359.244629
	Iteration 18Q: 3 clusters Score -8973779 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -8973878.000000 Penalty: 5359.244629
	Iteration 19Q: 3 clusters Score -8973878 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -8973971.000000 Penalty: 5359.244629
	Iteration 20F: 3 clusters Score -8973971 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -8974044.000000 Penalty: 5359.244629
	Iteration 21Q: 3 clusters Score -8974044 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -8974116.000000 Penalty: 5359.244629
	Iteration 22Q: 3 clusters Score -8974116 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -8974209.000000 Penalty: 5359.244629
	Iteration 23Q: 3 clusters Score -8974209 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -8974270.000000 Penalty: 5359.244629
	Iteration 24Q: 3 clusters Score -8974270 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25648 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -8974274.000000 Penalty: 5359.244629
	Iteration 25Q: 3 clusters Score -8974274 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -8974309.000000 Penalty: 5359.244629
	Iteration 26Q: 3 clusters Score -8974309 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -8974328.000000 Penalty: 5359.244629
	Iteration 27Q: 3 clusters Score -8974328 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -8974348.000000 Penalty: 5359.244629
	Iteration 28Q: 3 clusters Score -8974348 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -8974359.000000 Penalty: 5359.244629
	Iteration 29Q: 3 clusters Score -8974359 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -8974356.000000 Penalty: 5359.244629
	Iteration 30Q: 3 clusters Score -8974356 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -8974371.000000 Penalty: 5359.244629
	Iteration 31Q: 3 clusters Score -8974371 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -8974389.000000 Penalty: 5359.244629
	Iteration 32Q: 3 clusters Score -8974389 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25519 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -8974402.000000 Penalty: 5359.244629
	Iteration 33Q: 3 clusters Score -8974402 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -8974426.000000 Penalty: 5359.244629
	Iteration 34Q: 3 clusters Score -8974426 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -8974429.000000 Penalty: 5359.244629
	Iteration 35Q: 3 clusters Score -8974429 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -8974443.000000 Penalty: 5359.244629
	Iteration 36Q: 3 clusters Score -8974443 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -8974432.000000 Penalty: 5359.244629
	Iteration 37Q: 3 clusters Score -8974432 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 23817 members 
Entering Unmasked Estep 
Score: -8974444.000000 Penalty: 5359.244629
	Iteration 38Q: 3 clusters Score -8974444 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -8974442.000000 Penalty: 5359.244629
	Iteration 39Q: 3 clusters Score -8974442 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -8974424.000000 Penalty: 5359.244629
	Iteration 40F: 3 clusters Score -8974424 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -8974416.000000 Penalty: 5359.244629
	Iteration 41Q: 3 clusters Score -8974416 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -8974423.000000 Penalty: 5359.244629
	Iteration 42Q: 3 clusters Score -8974423 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25386 members 
Mstep: Class 2 contains 23877 members 
Entering Unmasked Estep 
Score: -8974439.000000 Penalty: 5359.244629
	Iteration 43Q: 3 clusters Score -8974439 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -8974424.000000 Penalty: 5359.244629
	Iteration 44Q: 3 clusters Score -8974424 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -8974440.000000 Penalty: 5359.244629
	Iteration 45Q: 3 clusters Score -8974440 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -8974460.000000 Penalty: 5359.244629
	Iteration 46Q: 3 clusters Score -8974460 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -8974452.000000 Penalty: 5359.244629
	Iteration 47Q: 3 clusters Score -8974452 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -8974443.000000 Penalty: 5359.244629
	Iteration 48Q: 3 clusters Score -8974443 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -8974451.000000 Penalty: 5359.244629
	Iteration 49Q: 3 clusters Score -8974451 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -8974459.000000 Penalty: 5359.244629
	Iteration 50Q: 3 clusters Score -8974459 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -8974475.000000 Penalty: 5359.244629
	Iteration 51Q: 3 clusters Score -8974475 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -8974478.000000 Penalty: 5359.244629
	Iteration 52Q: 3 clusters Score -8974478 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -8974476.000000 Penalty: 5359.244629
	Iteration 53Q: 3 clusters Score -8974476 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -8974478.000000 Penalty: 5359.244629
	Iteration 54Q: 3 clusters Score -8974478 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -8974502.000000 Penalty: 5359.244629
	Iteration 55Q: 3 clusters Score -8974502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -8974486.000000 Penalty: 5359.244629
	Iteration 56Q: 3 clusters Score -8974486 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -8974492.000000 Penalty: 5359.244629
	Iteration 57Q: 3 clusters Score -8974492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -8974499.000000 Penalty: 5359.244629
	Iteration 58Q: 3 clusters Score -8974499 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -8974502.000000 Penalty: 5359.244629
	Iteration 59Q: 3 clusters Score -8974502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -8974492.000000 Penalty: 5359.244629
	Iteration 60F: 3 clusters Score -8974492 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -8974504.000000 Penalty: 5359.244629
	Iteration 61Q: 3 clusters Score -8974504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -8974489.000000 Penalty: 5359.244629
	Iteration 62Q: 3 clusters Score -8974489 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -8974492.000000 Penalty: 5359.244629
	Iteration 63Q: 3 clusters Score -8974492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -8974501.000000 Penalty: 5359.244629
	Iteration 64Q: 3 clusters Score -8974501 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -8974496.000000 Penalty: 5359.244629
	Iteration 65Q: 3 clusters Score -8974496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -8974488.000000 Penalty: 5359.244629
	Iteration 66Q: 3 clusters Score -8974488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25323 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -8974490.000000 Penalty: 5359.244629
	Iteration 67Q: 3 clusters Score -8974490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -8974482.000000 Penalty: 5359.244629
	Iteration 68Q: 3 clusters Score -8974482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 23951 members 
Entering Unmasked Estep 
Score: -8974486.000000 Penalty: 5359.244629
	Iteration 69Q: 3 clusters Score -8974486 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -8974483.000000 Penalty: 5359.244629
	Iteration 70Q: 3 clusters Score -8974483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -8974494.000000 Penalty: 5359.244629
	Iteration 71Q: 3 clusters Score -8974494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -8974492.000000 Penalty: 5359.244629
	Iteration 72Q: 3 clusters Score -8974492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -8974479.000000 Penalty: 5359.244629
	Iteration 73Q: 3 clusters Score -8974479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -8974489.000000 Penalty: 5359.244629
	Iteration 74Q: 3 clusters Score -8974489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -8974480.000000 Penalty: 5359.244629
	Iteration 75Q: 3 clusters Score -8974480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -8974473.000000 Penalty: 5359.244629
	Iteration 76Q: 3 clusters Score -8974473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -8974479.000000 Penalty: 5359.244629
	Iteration 77Q: 3 clusters Score -8974479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25292 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -8974471.000000 Penalty: 5359.244629
	Iteration 78Q: 3 clusters Score -8974471 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -8974483.000000 Penalty: 5359.244629
	Iteration 79Q: 3 clusters Score -8974483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25293 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -8974479.000000 Penalty: 5359.244629
	Iteration 80F: 3 clusters Score -8974479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (46891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Entering Unmasked Estep 
Score: -8634971.000000 Penalty: 2667.384033
	Iteration 0F: 2 clusters Score -8634971 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -8606577.000000 Penalty: 5334.768066
	Iteration 0F: 3 clusters Score -8606577 nChanged 21743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 22973 members 
Entering Unmasked Estep 
Score: -8618550.000000 Penalty: 5334.768066
	Iteration 1F: 3 clusters Score -8618550 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -8618912.000000 Penalty: 5334.768066
	Iteration 2Q: 3 clusters Score -8618912 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -8619195.000000 Penalty: 5334.768066
	Iteration 3Q: 3 clusters Score -8619195 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -8619546.000000 Penalty: 5334.768066
	Iteration 4Q: 3 clusters Score -8619546 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -8619921.000000 Penalty: 5334.768066
	Iteration 5Q: 3 clusters Score -8619921 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -8620473.000000 Penalty: 5334.768066
	Iteration 6Q: 3 clusters Score -8620473 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28215 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -8621177.000000 Penalty: 5334.768066
	Iteration 7Q: 3 clusters Score -8621177 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30067 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -8622099.000000 Penalty: 5334.768066
	Iteration 8Q: 3 clusters Score -8622099 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -8623618.000000 Penalty: 5334.768066
	Iteration 9F: 3 clusters Score -8623618 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -8625920.000000 Penalty: 5334.768066
	Iteration 10F: 3 clusters Score -8625920 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -8628642.000000 Penalty: 5334.768066
	Iteration 11F: 3 clusters Score -8628642 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -8630920.000000 Penalty: 5334.768066
	Iteration 12F: 3 clusters Score -8630920 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -8632080.000000 Penalty: 5334.768066
	Iteration 13Q: 3 clusters Score -8632080 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -8632487.000000 Penalty: 5334.768066
	Iteration 14Q: 3 clusters Score -8632487 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -8632618.000000 Penalty: 5334.768066
	Iteration 15Q: 3 clusters Score -8632618 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45796 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -8632707.000000 Penalty: 5334.768066
	Iteration 16Q: 3 clusters Score -8632707 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -8632766.000000 Penalty: 5334.768066
	Iteration 17Q: 3 clusters Score -8632766 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46089 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -8632828.000000 Penalty: 5334.768066
	Iteration 18Q: 3 clusters Score -8632828 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46173 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8632855.000000 Penalty: 5334.768066
	Iteration 19Q: 3 clusters Score -8632855 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46222 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -8632851.000000 Penalty: 5334.768066
	Iteration 20F: 3 clusters Score -8632851 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46258 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -8632869.000000 Penalty: 5334.768066
	Iteration 21Q: 3 clusters Score -8632869 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46280 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -8632868.000000 Penalty: 5334.768066
	Iteration 22Q: 3 clusters Score -8632868 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46295 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -8632868.000000 Penalty: 5334.768066
	Iteration 23Q: 3 clusters Score -8632868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46307 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8632887.000000 Penalty: 5334.768066
	Iteration 24Q: 3 clusters Score -8632887 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46315 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -8632888.000000 Penalty: 5334.768066
	Iteration 25Q: 3 clusters Score -8632888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46322 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -8632880.000000 Penalty: 5334.768066
	Iteration 26Q: 3 clusters Score -8632880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46327 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -8632885.000000 Penalty: 5334.768066
	Iteration 27Q: 3 clusters Score -8632885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46330 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8632887.000000 Penalty: 5334.768066
	Iteration 28Q: 3 clusters Score -8632887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46334 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -8632889.000000 Penalty: 5334.768066
	Iteration 29Q: 3 clusters Score -8632889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46338 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8632882.000000 Penalty: 5334.768066
	Iteration 30Q: 3 clusters Score -8632882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46342 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -8632889.000000 Penalty: 5334.768066
	Iteration 31Q: 3 clusters Score -8632889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46346 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -8632891.000000 Penalty: 5334.768066
	Iteration 32Q: 3 clusters Score -8632891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46348 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8632899.000000 Penalty: 5334.768066
	Iteration 33Q: 3 clusters Score -8632899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46349 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -8632901.000000 Penalty: 5334.768066
	Iteration 34Q: 3 clusters Score -8632901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46350 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8632901.000000 Penalty: 5334.768066
	Iteration 35Q: 3 clusters Score -8632901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46352 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8632906.000000 Penalty: 5334.768066
	Iteration 36Q: 3 clusters Score -8632906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46353 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -8632899.000000 Penalty: 5334.768066
	Iteration 37Q: 3 clusters Score -8632899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -8632899.000000 Penalty: 5334.768066
	Iteration 38Q: 3 clusters Score -8632899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46359 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -8632906.000000 Penalty: 5334.768066
	Iteration 39Q: 3 clusters Score -8632906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46360 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -8632909.000000 Penalty: 5334.768066
	Iteration 40F: 3 clusters Score -8632909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46366 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8632917.000000 Penalty: 5334.768066
	Iteration 41Q: 3 clusters Score -8632917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -8632918.000000 Penalty: 5334.768066
	Iteration 42Q: 3 clusters Score -8632918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -8632916.000000 Penalty: 5334.768066
	Iteration 43Q: 3 clusters Score -8632916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46369 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8632922.000000 Penalty: 5334.768066
	Iteration 44Q: 3 clusters Score -8632922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8632918.000000 Penalty: 5334.768066
	Iteration 45Q: 3 clusters Score -8632918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8632918.000000 Penalty: 5334.768066
	Iteration 46F: 3 clusters Score -8632918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (52146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52146 members 
Entering Unmasked Estep 
Score: -9692345.000000 Penalty: 2693.727051
	Iteration 0F: 2 clusters Score -9692345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -9664270.000000 Penalty: 5387.454102
	Iteration 0F: 3 clusters Score -9664270 nChanged 24045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -9677318.000000 Penalty: 5387.454102
	Iteration 1F: 3 clusters Score -9677318 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -9677849.000000 Penalty: 5387.454102
	Iteration 2Q: 3 clusters Score -9677849 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -9678315.000000 Penalty: 5387.454102
	Iteration 3Q: 3 clusters Score -9678315 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -9678756.000000 Penalty: 5387.454102
	Iteration 4Q: 3 clusters Score -9678756 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28026 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -9679256.000000 Penalty: 5387.454102
	Iteration 5Q: 3 clusters Score -9679256 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -9679944.000000 Penalty: 5387.454102
	Iteration 6Q: 3 clusters Score -9679944 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -9680920.000000 Penalty: 5387.454102
	Iteration 7Q: 3 clusters Score -9680920 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 19879 members 
Entering Unmasked Estep 
Score: -9682270.000000 Penalty: 5387.454102
	Iteration 8Q: 3 clusters Score -9682270 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -9684095.000000 Penalty: 5387.454102
	Iteration 9F: 3 clusters Score -9684095 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -9686312.000000 Penalty: 5387.454102
	Iteration 10F: 3 clusters Score -9686312 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39075 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -9688333.000000 Penalty: 5387.454102
	Iteration 11F: 3 clusters Score -9688333 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40597 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -9689904.000000 Penalty: 5387.454102
	Iteration 12Q: 3 clusters Score -9689904 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41660 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -9690963.000000 Penalty: 5387.454102
	Iteration 13Q: 3 clusters Score -9690963 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42406 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -9691533.000000 Penalty: 5387.454102
	Iteration 14Q: 3 clusters Score -9691533 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -9691801.000000 Penalty: 5387.454102
	Iteration 15Q: 3 clusters Score -9691801 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43586 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -9691928.000000 Penalty: 5387.454102
	Iteration 16Q: 3 clusters Score -9691928 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -9692021.000000 Penalty: 5387.454102
	Iteration 17Q: 3 clusters Score -9692021 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44356 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -9692058.000000 Penalty: 5387.454102
	Iteration 18Q: 3 clusters Score -9692058 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44636 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -9692080.000000 Penalty: 5387.454102
	Iteration 19Q: 3 clusters Score -9692080 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -9692064.000000 Penalty: 5387.454102
	Iteration 20F: 3 clusters Score -9692064 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45035 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -9692047.000000 Penalty: 5387.454102
	Iteration 21Q: 3 clusters Score -9692047 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -9691990.000000 Penalty: 5387.454102
	Iteration 22Q: 3 clusters Score -9691990 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45318 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -9692007.000000 Penalty: 5387.454102
	Iteration 23Q: 3 clusters Score -9692007 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45417 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -9692000.000000 Penalty: 5387.454102
	Iteration 24Q: 3 clusters Score -9692000 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -9691986.000000 Penalty: 5387.454102
	Iteration 25Q: 3 clusters Score -9691986 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45559 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -9692027.000000 Penalty: 5387.454102
	Iteration 26Q: 3 clusters Score -9692027 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45634 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -9692029.000000 Penalty: 5387.454102
	Iteration 27Q: 3 clusters Score -9692029 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45693 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -9692042.000000 Penalty: 5387.454102
	Iteration 28Q: 3 clusters Score -9692042 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45749 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -9692050.000000 Penalty: 5387.454102
	Iteration 29Q: 3 clusters Score -9692050 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45806 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -9692055.000000 Penalty: 5387.454102
	Iteration 30Q: 3 clusters Score -9692055 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45862 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -9692098.000000 Penalty: 5387.454102
	Iteration 31Q: 3 clusters Score -9692098 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45912 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -9692113.000000 Penalty: 5387.454102
	Iteration 32Q: 3 clusters Score -9692113 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45971 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -9692091.000000 Penalty: 5387.454102
	Iteration 33Q: 3 clusters Score -9692091 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -9692069.000000 Penalty: 5387.454102
	Iteration 34Q: 3 clusters Score -9692069 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46068 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -9692076.000000 Penalty: 5387.454102
	Iteration 35Q: 3 clusters Score -9692076 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46118 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -9692063.000000 Penalty: 5387.454102
	Iteration 36Q: 3 clusters Score -9692063 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46143 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -9692086.000000 Penalty: 5387.454102
	Iteration 37Q: 3 clusters Score -9692086 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46168 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -9692091.000000 Penalty: 5387.454102
	Iteration 38Q: 3 clusters Score -9692091 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46189 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -9692100.000000 Penalty: 5387.454102
	Iteration 39Q: 3 clusters Score -9692100 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46218 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -9692098.000000 Penalty: 5387.454102
	Iteration 40F: 3 clusters Score -9692098 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -9692104.000000 Penalty: 5387.454102
	Iteration 41Q: 3 clusters Score -9692104 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46253 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -9692088.000000 Penalty: 5387.454102
	Iteration 42Q: 3 clusters Score -9692088 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46277 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -9692103.000000 Penalty: 5387.454102
	Iteration 43Q: 3 clusters Score -9692103 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -9692067.000000 Penalty: 5387.454102
	Iteration 44Q: 3 clusters Score -9692067 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46331 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -9692049.000000 Penalty: 5387.454102
	Iteration 45Q: 3 clusters Score -9692049 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46349 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -9692057.000000 Penalty: 5387.454102
	Iteration 46Q: 3 clusters Score -9692057 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -9692042.000000 Penalty: 5387.454102
	Iteration 47Q: 3 clusters Score -9692042 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46411 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -9692054.000000 Penalty: 5387.454102
	Iteration 48Q: 3 clusters Score -9692054 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46441 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -9692064.000000 Penalty: 5387.454102
	Iteration 49Q: 3 clusters Score -9692064 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46478 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -9692072.000000 Penalty: 5387.454102
	Iteration 50Q: 3 clusters Score -9692072 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46522 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -9692051.000000 Penalty: 5387.454102
	Iteration 51Q: 3 clusters Score -9692051 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -9692039.000000 Penalty: 5387.454102
	Iteration 52Q: 3 clusters Score -9692039 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46583 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -9692042.000000 Penalty: 5387.454102
	Iteration 53Q: 3 clusters Score -9692042 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46601 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -9692039.000000 Penalty: 5387.454102
	Iteration 54Q: 3 clusters Score -9692039 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46623 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -9692038.000000 Penalty: 5387.454102
	Iteration 55Q: 3 clusters Score -9692038 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46646 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -9692044.000000 Penalty: 5387.454102
	Iteration 56Q: 3 clusters Score -9692044 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46677 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -9692033.000000 Penalty: 5387.454102
	Iteration 57Q: 3 clusters Score -9692033 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46703 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -9692033.000000 Penalty: 5387.454102
	Iteration 58Q: 3 clusters Score -9692033 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46721 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -9692031.000000 Penalty: 5387.454102
	Iteration 59Q: 3 clusters Score -9692031 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46735 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -9692025.000000 Penalty: 5387.454102
	Iteration 60F: 3 clusters Score -9692025 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46758 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -9692041.000000 Penalty: 5387.454102
	Iteration 61Q: 3 clusters Score -9692041 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46784 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -9692041.000000 Penalty: 5387.454102
	Iteration 62Q: 3 clusters Score -9692041 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46813 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -9692047.000000 Penalty: 5387.454102
	Iteration 63Q: 3 clusters Score -9692047 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46841 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -9692052.000000 Penalty: 5387.454102
	Iteration 64Q: 3 clusters Score -9692052 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46875 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -9692056.000000 Penalty: 5387.454102
	Iteration 65Q: 3 clusters Score -9692056 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46897 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -9692067.000000 Penalty: 5387.454102
	Iteration 66Q: 3 clusters Score -9692067 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46919 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -9692065.000000 Penalty: 5387.454102
	Iteration 67Q: 3 clusters Score -9692065 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46934 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -9692051.000000 Penalty: 5387.454102
	Iteration 68Q: 3 clusters Score -9692051 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46952 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -9692041.000000 Penalty: 5387.454102
	Iteration 69Q: 3 clusters Score -9692041 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46963 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -9692038.000000 Penalty: 5387.454102
	Iteration 70Q: 3 clusters Score -9692038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46972 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -9692038.000000 Penalty: 5387.454102
	Iteration 71Q: 3 clusters Score -9692038 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46986 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -9692038.000000 Penalty: 5387.454102
	Iteration 72Q: 3 clusters Score -9692038 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47001 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -9692042.000000 Penalty: 5387.454102
	Iteration 73Q: 3 clusters Score -9692042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47018 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -9692019.000000 Penalty: 5387.454102
	Iteration 74Q: 3 clusters Score -9692019 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47025 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -9692027.000000 Penalty: 5387.454102
	Iteration 75Q: 3 clusters Score -9692027 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47034 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -9692016.000000 Penalty: 5387.454102
	Iteration 76Q: 3 clusters Score -9692016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47038 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -9692029.000000 Penalty: 5387.454102
	Iteration 77Q: 3 clusters Score -9692029 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47045 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -9692026.000000 Penalty: 5387.454102
	Iteration 78Q: 3 clusters Score -9692026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -9692026.000000 Penalty: 5387.454102
	Iteration 79Q: 3 clusters Score -9692026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47067 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -9692020.000000 Penalty: 5387.454102
	Iteration 80F: 3 clusters Score -9692020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47074 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -9692021.000000 Penalty: 5387.454102
	Iteration 81Q: 3 clusters Score -9692021 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47079 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -9692026.000000 Penalty: 5387.454102
	Iteration 82Q: 3 clusters Score -9692026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47084 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -9692019.000000 Penalty: 5387.454102
	Iteration 83Q: 3 clusters Score -9692019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47088 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -9692016.000000 Penalty: 5387.454102
	Iteration 84Q: 3 clusters Score -9692016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47092 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -9692012.000000 Penalty: 5387.454102
	Iteration 85Q: 3 clusters Score -9692012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47098 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -9692019.000000 Penalty: 5387.454102
	Iteration 86Q: 3 clusters Score -9692019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47105 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -9692009.000000 Penalty: 5387.454102
	Iteration 87Q: 3 clusters Score -9692009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47109 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -9692023.000000 Penalty: 5387.454102
	Iteration 88Q: 3 clusters Score -9692023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47111 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -9692023.000000 Penalty: 5387.454102
	Iteration 89Q: 3 clusters Score -9692023 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47115 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -9692028.000000 Penalty: 5387.454102
	Iteration 90Q: 3 clusters Score -9692028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47117 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -9692028.000000 Penalty: 5387.454102
	Iteration 91Q: 3 clusters Score -9692028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47121 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -9692027.000000 Penalty: 5387.454102
	Iteration 92Q: 3 clusters Score -9692027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47127 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -9692026.000000 Penalty: 5387.454102
	Iteration 93Q: 3 clusters Score -9692026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47131 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -9692039.000000 Penalty: 5387.454102
	Iteration 94Q: 3 clusters Score -9692039 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47138 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -9692034.000000 Penalty: 5387.454102
	Iteration 95Q: 3 clusters Score -9692034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47152 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -9692038.000000 Penalty: 5387.454102
	Iteration 96Q: 3 clusters Score -9692038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47162 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -9692027.000000 Penalty: 5387.454102
	Iteration 97Q: 3 clusters Score -9692027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47171 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -9692017.000000 Penalty: 5387.454102
	Iteration 98Q: 3 clusters Score -9692017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47180 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -9692008.000000 Penalty: 5387.454102
	Iteration 99Q: 3 clusters Score -9692008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -9692012.000000 Penalty: 5387.454102
	Iteration 100F: 3 clusters Score -9692012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47201 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -9691988.000000 Penalty: 5387.454102
	Iteration 101Q: 3 clusters Score -9691988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47210 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -9691984.000000 Penalty: 5387.454102
	Iteration 102Q: 3 clusters Score -9691984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47218 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -9691976.000000 Penalty: 5387.454102
	Iteration 103Q: 3 clusters Score -9691976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47225 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -9691980.000000 Penalty: 5387.454102
	Iteration 104Q: 3 clusters Score -9691980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47230 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -9691986.000000 Penalty: 5387.454102
	Iteration 105Q: 3 clusters Score -9691986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47241 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -9691997.000000 Penalty: 5387.454102
	Iteration 106Q: 3 clusters Score -9691997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47248 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -9692002.000000 Penalty: 5387.454102
	Iteration 107Q: 3 clusters Score -9692002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47256 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9692000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -9691993.000000 Penalty: 5387.454102
	Iteration 109Q: 3 clusters Score -9691993 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47275 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -9691993.000000 Penalty: 5387.454102
	Iteration 110Q: 3 clusters Score -9691993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47288 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -9691980.000000 Penalty: 5387.454102
	Iteration 111Q: 3 clusters Score -9691980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47297 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -9691983.000000 Penalty: 5387.454102
	Iteration 112Q: 3 clusters Score -9691983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47307 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -9691980.000000 Penalty: 5387.454102
	Iteration 113Q: 3 clusters Score -9691980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47314 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -9691972.000000 Penalty: 5387.454102
	Iteration 114Q: 3 clusters Score -9691972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47322 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -9691976.000000 Penalty: 5387.454102
	Iteration 115Q: 3 clusters Score -9691976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47329 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -9691974.000000 Penalty: 5387.454102
	Iteration 116Q: 3 clusters Score -9691974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47338 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -9691964.000000 Penalty: 5387.454102
	Iteration 117Q: 3 clusters Score -9691964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47346 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -9691961.000000 Penalty: 5387.454102
	Iteration 118Q: 3 clusters Score -9691961 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47352 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -9691960.000000 Penalty: 5387.454102
	Iteration 119Q: 3 clusters Score -9691960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47357 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -9691939.000000 Penalty: 5387.454102
	Iteration 120F: 3 clusters Score -9691939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -9691945.000000 Penalty: 5387.454102
	Iteration 121Q: 3 clusters Score -9691945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47366 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -9691939.000000 Penalty: 5387.454102
	Iteration 122Q: 3 clusters Score -9691939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47371 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -9691935.000000 Penalty: 5387.454102
	Iteration 123Q: 3 clusters Score -9691935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47374 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -9691935.000000 Penalty: 5387.454102
	Iteration 124Q: 3 clusters Score -9691935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47378 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -9691947.000000 Penalty: 5387.454102
	Iteration 125Q: 3 clusters Score -9691947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47384 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -9691947.000000 Penalty: 5387.454102
	Iteration 126Q: 3 clusters Score -9691947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47387 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -9691948.000000 Penalty: 5387.454102
	Iteration 127Q: 3 clusters Score -9691948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47386 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -9691950.000000 Penalty: 5387.454102
	Iteration 128Q: 3 clusters Score -9691950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47387 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -9691935.000000 Penalty: 5387.454102
	Iteration 129Q: 3 clusters Score -9691935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47384 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -9691937.000000 Penalty: 5387.454102
	Iteration 130Q: 3 clusters Score -9691937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47385 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -9691934.000000 Penalty: 5387.454102
	Iteration 131Q: 3 clusters Score -9691934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47387 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -9691933.000000 Penalty: 5387.454102
	Iteration 132Q: 3 clusters Score -9691933 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47388 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -9691940.000000 Penalty: 5387.454102
	Iteration 133Q: 3 clusters Score -9691940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47389 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -9691935.000000 Penalty: 5387.454102
	Iteration 134Q: 3 clusters Score -9691935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47390 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -9691935.000000 Penalty: 5387.454102
	Iteration 135Q: 3 clusters Score -9691935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47391 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -9691936.000000 Penalty: 5387.454102
	Iteration 136Q: 3 clusters Score -9691936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47391 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -9691936.000000 Penalty: 5387.454102
	Iteration 137F: 3 clusters Score -9691936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (46814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46814 members 
Entering Unmasked Estep 
Score: -8586772.000000 Penalty: 2666.976562
	Iteration 0F: 2 clusters Score -8586772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -8558706.000000 Penalty: 5333.953125
	Iteration 0F: 3 clusters Score -8558706 nChanged 21468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22839 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -8570789.000000 Penalty: 5333.953125
	Iteration 1F: 3 clusters Score -8570789 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -8571642.000000 Penalty: 5333.953125
	Iteration 2Q: 3 clusters Score -8571642 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -8572718.000000 Penalty: 5333.953125
	Iteration 3Q: 3 clusters Score -8572718 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -8574221.000000 Penalty: 5333.953125
	Iteration 4F: 3 clusters Score -8574221 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -8576170.000000 Penalty: 5333.953125
	Iteration 5F: 3 clusters Score -8576170 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -8578211.000000 Penalty: 5333.953125
	Iteration 6F: 3 clusters Score -8578211 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -8580063.000000 Penalty: 5333.953125
	Iteration 7F: 3 clusters Score -8580063 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -8581604.000000 Penalty: 5333.953125
	Iteration 8F: 3 clusters Score -8581604 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -8582716.000000 Penalty: 5333.953125
	Iteration 9Q: 3 clusters Score -8582716 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -8583228.000000 Penalty: 5333.953125
	Iteration 10Q: 3 clusters Score -8583228 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -8583485.000000 Penalty: 5333.953125
	Iteration 11Q: 3 clusters Score -8583485 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -8583598.000000 Penalty: 5333.953125
	Iteration 12Q: 3 clusters Score -8583598 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
Score: -8583713.000000 Penalty: 5333.953125
	Iteration 13Q: 3 clusters Score -8583713 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -8583776.000000 Penalty: 5333.953125
	Iteration 14Q: 3 clusters Score -8583776 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -8583822.000000 Penalty: 5333.953125
	Iteration 15Q: 3 clusters Score -8583822 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 26459 members 
Entering Unmasked Estep 
Score: -8583862.000000 Penalty: 5333.953125
	Iteration 16Q: 3 clusters Score -8583862 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -8583929.000000 Penalty: 5333.953125
	Iteration 17Q: 3 clusters Score -8583929 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -8583965.000000 Penalty: 5333.953125
	Iteration 18Q: 3 clusters Score -8583965 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 26443 members 
Entering Unmasked Estep 
Score: -8584048.000000 Penalty: 5333.953125
	Iteration 19Q: 3 clusters Score -8584048 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -8584087.000000 Penalty: 5333.953125
	Iteration 20F: 3 clusters Score -8584087 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -8584136.000000 Penalty: 5333.953125
	Iteration 21Q: 3 clusters Score -8584136 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -8584162.000000 Penalty: 5333.953125
	Iteration 22Q: 3 clusters Score -8584162 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 26450 members 
Entering Unmasked Estep 
Score: -8584194.000000 Penalty: 5333.953125
	Iteration 23Q: 3 clusters Score -8584194 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -8584212.000000 Penalty: 5333.953125
	Iteration 24Q: 3 clusters Score -8584212 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 26543 members 
Entering Unmasked Estep 
Score: -8584222.000000 Penalty: 5333.953125
	Iteration 25Q: 3 clusters Score -8584222 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -8584251.000000 Penalty: 5333.953125
	Iteration 26Q: 3 clusters Score -8584251 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 26658 members 
Entering Unmasked Estep 
Score: -8584258.000000 Penalty: 5333.953125
	Iteration 27Q: 3 clusters Score -8584258 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -8584270.000000 Penalty: 5333.953125
	Iteration 28Q: 3 clusters Score -8584270 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -8584274.000000 Penalty: 5333.953125
	Iteration 29Q: 3 clusters Score -8584274 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -8584300.000000 Penalty: 5333.953125
	Iteration 30Q: 3 clusters Score -8584300 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -8584332.000000 Penalty: 5333.953125
	Iteration 31Q: 3 clusters Score -8584332 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 26893 members 
Entering Unmasked Estep 
Score: -8584361.000000 Penalty: 5333.953125
	Iteration 32Q: 3 clusters Score -8584361 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -8584368.000000 Penalty: 5333.953125
	Iteration 33Q: 3 clusters Score -8584368 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -8584396.000000 Penalty: 5333.953125
	Iteration 34Q: 3 clusters Score -8584396 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -8584408.000000 Penalty: 5333.953125
	Iteration 35Q: 3 clusters Score -8584408 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -8584397.000000 Penalty: 5333.953125
	Iteration 36Q: 3 clusters Score -8584397 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 27179 members 
Entering Unmasked Estep 
Score: -8584436.000000 Penalty: 5333.953125
	Iteration 37Q: 3 clusters Score -8584436 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -8584428.000000 Penalty: 5333.953125
	Iteration 38Q: 3 clusters Score -8584428 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -8584446.000000 Penalty: 5333.953125
	Iteration 39Q: 3 clusters Score -8584446 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -8584453.000000 Penalty: 5333.953125
	Iteration 40F: 3 clusters Score -8584453 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -8584458.000000 Penalty: 5333.953125
	Iteration 41Q: 3 clusters Score -8584458 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -8584455.000000 Penalty: 5333.953125
	Iteration 42Q: 3 clusters Score -8584455 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -8584463.000000 Penalty: 5333.953125
	Iteration 43Q: 3 clusters Score -8584463 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -8584476.000000 Penalty: 5333.953125
	Iteration 44Q: 3 clusters Score -8584476 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -8584483.000000 Penalty: 5333.953125
	Iteration 45Q: 3 clusters Score -8584483 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -8584484.000000 Penalty: 5333.953125
	Iteration 46Q: 3 clusters Score -8584484 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -8584496.000000 Penalty: 5333.953125
	Iteration 47Q: 3 clusters Score -8584496 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -8584488.000000 Penalty: 5333.953125
	Iteration 48Q: 3 clusters Score -8584488 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -8584491.000000 Penalty: 5333.953125
	Iteration 49Q: 3 clusters Score -8584491 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -8584495.000000 Penalty: 5333.953125
	Iteration 50Q: 3 clusters Score -8584495 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 28345 members 
Entering Unmasked Estep 
Score: -8584490.000000 Penalty: 5333.953125
	Iteration 51Q: 3 clusters Score -8584490 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -8584499.000000 Penalty: 5333.953125
	Iteration 52Q: 3 clusters Score -8584499 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 28512 members 
Entering Unmasked Estep 
Score: -8584512.000000 Penalty: 5333.953125
	Iteration 53Q: 3 clusters Score -8584512 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 28599 members 
Entering Unmasked Estep 
Score: -8584511.000000 Penalty: 5333.953125
	Iteration 54Q: 3 clusters Score -8584511 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -8584531.000000 Penalty: 5333.953125
	Iteration 55Q: 3 clusters Score -8584531 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -8584565.000000 Penalty: 5333.953125
	Iteration 56Q: 3 clusters Score -8584565 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 28898 members 
Entering Unmasked Estep 
Score: -8584580.000000 Penalty: 5333.953125
	Iteration 57Q: 3 clusters Score -8584580 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -8584582.000000 Penalty: 5333.953125
	Iteration 58Q: 3 clusters Score -8584582 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -8584587.000000 Penalty: 5333.953125
	Iteration 59Q: 3 clusters Score -8584587 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -8584590.000000 Penalty: 5333.953125
	Iteration 60F: 3 clusters Score -8584590 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -8584603.000000 Penalty: 5333.953125
	Iteration 61Q: 3 clusters Score -8584603 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -8584591.000000 Penalty: 5333.953125
	Iteration 62Q: 3 clusters Score -8584591 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 29427 members 
Entering Unmasked Estep 
Score: -8584596.000000 Penalty: 5333.953125
	Iteration 63Q: 3 clusters Score -8584596 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 29517 members 
Entering Unmasked Estep 
Score: -8584615.000000 Penalty: 5333.953125
	Iteration 64Q: 3 clusters Score -8584615 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -8584624.000000 Penalty: 5333.953125
	Iteration 65Q: 3 clusters Score -8584624 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 29719 members 
Entering Unmasked Estep 
Score: -8584657.000000 Penalty: 5333.953125
	Iteration 66Q: 3 clusters Score -8584657 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -8584649.000000 Penalty: 5333.953125
	Iteration 67Q: 3 clusters Score -8584649 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -8584667.000000 Penalty: 5333.953125
	Iteration 68Q: 3 clusters Score -8584667 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8584664 nChanged 163
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 31349 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -8584802.000000 Penalty: 5333.953125
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 31708 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 31919 members 
Entering Unmasked Estep 
Score: -8584859.000000 Penalty: 5333.953125
	Iteration 79Q: 3 clusters Score -8584859 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -8584889.000000 Penalty: 5333.953125
	Iteration 80F: 3 clusters Score -8584889 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 32360 members 
Entering Unmasked Estep 
Score: -8584908.000000 Penalty: 5333.953125
	Iteration 81Q: 3 clusters Score -8584908 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -8584963.000000 Penalty: 5333.953125
	Iteration 82Q: 3 clusters Score -8584963 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -8585007.000000 Penalty: 5333.953125
	Iteration 83Q: 3 clusters Score -8585007 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -8585018.000000 Penalty: 5333.953125
	Iteration 84Q: 3 clusters Score -8585018 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -8585073.000000 Penalty: 5333.953125
	Iteration 85Q: 3 clusters Score -8585073 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 33695 members 
Entering Unmasked Estep 
Score: -8585111.000000 Penalty: 5333.953125
	Iteration 86Q: 3 clusters Score -8585111 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 34016 members 
Entering Unmasked Estep 
Score: -8585185.000000 Penalty: 5333.953125
	Iteration 87Q: 3 clusters Score -8585185 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -8585300.000000 Penalty: 5333.953125
	Iteration 88Q: 3 clusters Score -8585300 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -8585416.000000 Penalty: 5333.953125
	Iteration 89Q: 3 clusters Score -8585416 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -8585547.000000 Penalty: 5333.953125
	Iteration 90Q: 3 clusters Score -8585547 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 35626 members 
Entering Unmasked Estep 
Score: -8585711.000000 Penalty: 5333.953125
	Iteration 91Q: 3 clusters Score -8585711 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -8585890.000000 Penalty: 5333.953125
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 36576 members 
Entering Unmasked Estep 
Score: -8586021.000000 Penalty: 5333.953125
	Iteration 93Q: 3 clusters Score -8586021 nChanged 462
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -8586161.000000 Penalty: 5333.953125
	Iteration 94Q: 3 clusters Score -8586161 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 37436 members 
Entering Unmasked Estep 
Score: -8586268.000000 Penalty: 5333.953125
	Iteration 95Q: 3 clusters Score -8586268 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
Score: -8586350.000000 Penalty: 5333.953125
	Iteration 96Q: 3 clusters Score -8586350 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
Score: -8586500.000000 Penalty: 5333.953125
	Iteration 97Q: 3 clusters Score -8586500 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
Score: -8586546.000000 Penalty: 5333.953125
	Iteration 98Q: 3 clusters Score -8586546 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -8586623.000000 Penalty: 5333.953125
	Iteration 99Q: 3 clusters Score -8586623 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 39288 members 
Entering Unmasked Estep 
Score: -8586702.000000 Penalty: 5333.953125
	Iteration 100F: 3 clusters Score -8586702 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -8586756.000000 Penalty: 5333.953125
	Iteration 101Q: 3 clusters Score -8586756 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
Score: -8586809.000000 Penalty: 5333.953125
	Iteration 102Q: 3 clusters Score -8586809 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 40174 members 
Entering Unmasked Estep 
Score: -8586823.000000 Penalty: 5333.953125
	Iteration 103Q: 3 clusters Score -8586823 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
Score: -8586832.000000 Penalty: 5333.953125
	Iteration 104Q: 3 clusters Score -8586832 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 40656 members 
Entering Unmasked Estep 
Score: -8586878.000000 Penalty: 5333.953125
	Iteration 105Q: 3 clusters Score -8586878 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -8586854.000000 Penalty: 5333.953125
	Iteration 106Q: 3 clusters Score -8586854 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 41107 members 
Entering Unmasked Estep 
Score: -8586849.000000 Penalty: 5333.953125
	Iteration 107Q: 3 clusters Score -8586849 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 41330 members 
Entering Unmasked Estep 
Score: -8586842.000000 Penalty: 5333.953125
	Iteration 108Q: 3 clusters Score -8586842 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 41540 members 
Entering Unmasked Estep 
Score: -8586851.000000 Penalty: 5333.953125
	Iteration 109Q: 3 clusters Score -8586851 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 41726 members 
Entering Unmasked Estep 
Score: -8586827.000000 Penalty: 5333.953125
	Iteration 110Q: 3 clusters Score -8586827 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 41909 members 
Entering Unmasked Estep 
Score: -8586834.000000 Penalty: 5333.953125
	Iteration 111Q: 3 clusters Score -8586834 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
Score: -8586837.000000 Penalty: 5333.953125
	Iteration 112Q: 3 clusters Score -8586837 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -8586825.000000 Penalty: 5333.953125
	Iteration 113Q: 3 clusters Score -8586825 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 42444 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8586825 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 42583 members 
Entering Unmasked Estep 
Score: -8586798.000000 Penalty: 5333.953125
	Iteration 115Q: 3 clusters Score -8586798 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 42710 members 
Entering Unmasked Estep 
Score: -8586786.000000 Penalty: 5333.953125
	Iteration 116Q: 3 clusters Score -8586786 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 42835 members 
Entering Unmasked Estep 
Score: -8586776.000000 Penalty: 5333.953125
	Iteration 117Q: 3 clusters Score -8586776 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 42946 members 
Entering Unmasked Estep 
Score: -8586755.000000 Penalty: 5333.953125
	Iteration 118Q: 3 clusters Score -8586755 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 43055 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8586734 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 43155 members 
Entering Unmasked Estep 
Score: -8586694.000000 Penalty: 5333.953125
	Iteration 120F: 3 clusters Score -8586694 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -8586675.000000 Penalty: 5333.953125
	Iteration 121Q: 3 clusters Score -8586675 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 43338 members 
Entering Unmasked Estep 
Score: -8586646.000000 Penalty: 5333.953125
	Iteration 122Q: 3 clusters Score -8586646 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 43426 members 
Entering Unmasked Estep 
Score: -8586613.000000 Penalty: 5333.953125
	Iteration 123Q: 3 clusters Score -8586613 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -8586587.000000 Penalty: 5333.953125
	Iteration 124Q: 3 clusters Score -8586587 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 43582 members 
Entering Unmasked Estep 
Score: -8586560.000000 Penalty: 5333.953125
	Iteration 125Q: 3 clusters Score -8586560 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 43642 members 
Entering Unmasked Estep 
Score: -8586552.000000 Penalty: 5333.953125
	Iteration 126Q: 3 clusters Score -8586552 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 43713 members 
Entering Unmasked Estep 
Score: -8586520.000000 Penalty: 5333.953125
	Iteration 127Q: 3 clusters Score -8586520 nChanged 72
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Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 43785 members 
Entering Unmasked Estep 
Score: -8586507.000000 Penalty: 5333.953125
	Iteration 128Q: 3 clusters Score -8586507 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -8586477.000000 Penalty: 5333.953125
	Iteration 129Q: 3 clusters Score -8586477 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 43889 members 
Entering Unmasked Estep 
Score: -8586469.000000 Penalty: 5333.953125
	Iteration 130Q: 3 clusters Score -8586469 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 43945 members 
Entering Unmasked Estep 
Score: -8586453.000000 Penalty: 5333.953125
	Iteration 131Q: 3 clusters Score -8586453 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 43999 members 
Entering Unmasked Estep 
Score: -8586437.000000 Penalty: 5333.953125
	Iteration 132Q: 3 clusters Score -8586437 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -8586422.000000 Penalty: 5333.953125
	Iteration 133Q: 3 clusters Score -8586422 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -8586408.000000 Penalty: 5333.953125
	Iteration 134Q: 3 clusters Score -8586408 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 44143 members 
Entering Unmasked Estep 
Score: -8586389.000000 Penalty: 5333.953125
	Iteration 135Q: 3 clusters Score -8586389 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -8586373.000000 Penalty: 5333.953125
	Iteration 136Q: 3 clusters Score -8586373 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 44219 members 
Entering Unmasked Estep 
Score: -8586356.000000 Penalty: 5333.953125
	Iteration 137Q: 3 clusters Score -8586356 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -8586343.000000 Penalty: 5333.953125
	Iteration 138Q: 3 clusters Score -8586343 nChanged 35
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Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -8586318.000000 Penalty: 5333.953125
	Iteration 139Q: 3 clusters Score -8586318 nChanged 33
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Mstep: Class 1 contains 2502 members 
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Entering Unmasked Estep 
Score: -8586310.000000 Penalty: 5333.953125
	Iteration 140F: 3 clusters Score -8586310 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 44341 members 
Entering Unmasked Estep 
Score: -8586293.000000 Penalty: 5333.953125
	Iteration 141Q: 3 clusters Score -8586293 nChanged 35
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Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 44376 members 
Entering Unmasked Estep 
Score: -8586267.000000 Penalty: 5333.953125
	Iteration 142Q: 3 clusters Score -8586267 nChanged 27
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Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -8586242.000000 Penalty: 5333.953125
	Iteration 143Q: 3 clusters Score -8586242 nChanged 19
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Mstep: Class 1 contains 2392 members 
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Entering Unmasked Estep 
Score: -8586219.000000 Penalty: 5333.953125
	Iteration 144Q: 3 clusters Score -8586219 nChanged 15
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Mstep: Class 1 contains 2377 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8586219 nChanged 20
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Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -8586211.000000 Penalty: 5333.953125
	Iteration 146Q: 3 clusters Score -8586211 nChanged 14
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Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 44471 members 
Entering Unmasked Estep 
Score: -8586200.000000 Penalty: 5333.953125
	Iteration 147Q: 3 clusters Score -8586200 nChanged 10
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Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -8586196.000000 Penalty: 5333.953125
	Iteration 148Q: 3 clusters Score -8586196 nChanged 11
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Mstep: Class 2 contains 44492 members 
Entering Unmasked Estep 
Score: -8586187.000000 Penalty: 5333.953125
	Iteration 149Q: 3 clusters Score -8586187 nChanged 12
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Entering Unmasked Estep 
Score: -8586176.000000 Penalty: 5333.953125
	Iteration 150Q: 3 clusters Score -8586176 nChanged 9
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Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8586176 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -8586166.000000 Penalty: 5333.953125
	Iteration 152Q: 3 clusters Score -8586166 nChanged 12
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Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -8586151.000000 Penalty: 5333.953125
	Iteration 153Q: 3 clusters Score -8586151 nChanged 10
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Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 44552 members 
Entering Unmasked Estep 
Score: -8586148.000000 Penalty: 5333.953125
	Iteration 154Q: 3 clusters Score -8586148 nChanged 8
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Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -8586151 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -8586150.000000 Penalty: 5333.953125
	Iteration 156Q: 3 clusters Score -8586150 nChanged 16
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Mstep: Class 1 contains 2225 members 
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Entering Unmasked Estep 
Score: -8586137.000000 Penalty: 5333.953125
	Iteration 157Q: 3 clusters Score -8586137 nChanged 14
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Mstep: Class 2 contains 44603 members 
Entering Unmasked Estep 
Score: -8586117.000000 Penalty: 5333.953125
	Iteration 158Q: 3 clusters Score -8586117 nChanged 15
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Mstep: Class 2 contains 44618 members 
Entering Unmasked Estep 
Score: -8586122.000000 Penalty: 5333.953125
	Iteration 159Q: 3 clusters Score -8586122 nChanged 16
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Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 44634 members 
Entering Unmasked Estep 
Score: -8586106.000000 Penalty: 5333.953125
	Iteration 160F: 3 clusters Score -8586106 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 44650 members 
Entering Unmasked Estep 
Score: -8586090.000000 Penalty: 5333.953125
	Iteration 161Q: 3 clusters Score -8586090 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 44666 members 
Entering Unmasked Estep 
Score: -8586094.000000 Penalty: 5333.953125
	Iteration 162Q: 3 clusters Score -8586094 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 44681 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -8586098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 44696 members 
Entering Unmasked Estep 
Score: -8586087.000000 Penalty: 5333.953125
	Iteration 164Q: 3 clusters Score -8586087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 44709 members 
Entering Unmasked Estep 
Score: -8586092.000000 Penalty: 5333.953125
	Iteration 165Q: 3 clusters Score -8586092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 44721 members 
Entering Unmasked Estep 
Score: -8586089.000000 Penalty: 5333.953125
	Iteration 166Q: 3 clusters Score -8586089 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -8586078.000000 Penalty: 5333.953125
	Iteration 167Q: 3 clusters Score -8586078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 44740 members 
Entering Unmasked Estep 
Score: -8586072.000000 Penalty: 5333.953125
	Iteration 168Q: 3 clusters Score -8586072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 44748 members 
Entering Unmasked Estep 
Score: -8586071.000000 Penalty: 5333.953125
	Iteration 169Q: 3 clusters Score -8586071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -8586074.000000 Penalty: 5333.953125
	Iteration 170Q: 3 clusters Score -8586074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -8586069.000000 Penalty: 5333.953125
	Iteration 171Q: 3 clusters Score -8586069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 44771 members 
Entering Unmasked Estep 
Score: -8586069.000000 Penalty: 5333.953125
	Iteration 172Q: 3 clusters Score -8586069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 44776 members 
Entering Unmasked Estep 
Score: -8586068.000000 Penalty: 5333.953125
	Iteration 173Q: 3 clusters Score -8586068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 44778 members 
Entering Unmasked Estep 
Score: -8586061.000000 Penalty: 5333.953125
	Iteration 174Q: 3 clusters Score -8586061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 44781 members 
Entering Unmasked Estep 
Score: -8586063.000000 Penalty: 5333.953125
	Iteration 175Q: 3 clusters Score -8586063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -8586061.000000 Penalty: 5333.953125
	Iteration 176Q: 3 clusters Score -8586061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -8586055.000000 Penalty: 5333.953125
	Iteration 177Q: 3 clusters Score -8586055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -8586058.000000 Penalty: 5333.953125
	Iteration 178Q: 3 clusters Score -8586058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 44795 members 
Entering Unmasked Estep 
Score: -8586051.000000 Penalty: 5333.953125
	Iteration 179Q: 3 clusters Score -8586051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 44798 members 
Entering Unmasked Estep 
Score: -8586044.000000 Penalty: 5333.953125
	Iteration 180F: 3 clusters Score -8586044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 44801 members 
Entering Unmasked Estep 
Score: -8586044.000000 Penalty: 5333.953125
	Iteration 181Q: 3 clusters Score -8586044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 44808 members 
Entering Unmasked Estep 
Score: -8586035.000000 Penalty: 5333.953125
	Iteration 182Q: 3 clusters Score -8586035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 44812 members 
Entering Unmasked Estep 
Score: -8586032.000000 Penalty: 5333.953125
	Iteration 183Q: 3 clusters Score -8586032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 44814 members 
Entering Unmasked Estep 
Score: -8586038.000000 Penalty: 5333.953125
	Iteration 184Q: 3 clusters Score -8586038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 44816 members 
Entering Unmasked Estep 
Score: -8586035.000000 Penalty: 5333.953125
	Iteration 185Q: 3 clusters Score -8586035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 44816 members 
Entering Unmasked Estep 
Score: -8586035.000000 Penalty: 5333.953125
	Iteration 186F: 3 clusters Score -8586035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46487 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2980 members 
Mstep: Class 4 contains 47137 members 
Mstep: Class 5 contains 45540 members 
Mstep: Class 6 contains 46598 members 
Mstep: Class 7 contains 656 members 
Mstep: Class 8 contains 45473 members 
Mstep: Class 9 contains 1314 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 591 members 
Mstep: Class 13 contains 756 members 
Mstep: Class 14 contains 46576 members 
Mstep: Class 15 contains 47449 members 
Mstep: Class 16 contains 40747 members 
Mstep: Class 17 contains 47535 members 
Mstep: Class 18 contains 1271 members 
Mstep: Class 19 contains 49263 members 
Mstep: Class 22 contains 46891 members 
Mstep: Class 23 contains 52146 members 
Mstep: Class 24 contains 46814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111182168.000000 Penalty: 72750.632812
Iteration 79Q: 23 clusters Score -1.111822e+08 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46445 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2978 members 
Mstep: Class 4 contains 47389 members 
Mstep: Class 5 contains 45543 members 
Mstep: Class 6 contains 46592 members 
Mstep: Class 7 contains 656 members 
Mstep: Class 8 contains 45497 members 
Mstep: Class 9 contains 1314 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 591 members 
Mstep: Class 13 contains 756 members 
Mstep: Class 14 contains 46585 members 
Mstep: Class 15 contains 47394 members 
Mstep: Class 16 contains 40584 members 
Mstep: Class 17 contains 47449 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 49354 members 
Mstep: Class 22 contains 46937 members 
Mstep: Class 23 contains 52102 members 
Mstep: Class 24 contains 46787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111182584.000000 Penalty: 72750.632812
Iteration 80F: 23 clusters Score -1.111826e+08 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2978 members 
Mstep: Class 4 contains 47620 members 
Mstep: Class 5 contains 45558 members 
Mstep: Class 6 contains 46598 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 45594 members 
Mstep: Class 9 contains 1314 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 591 members 
Mstep: Class 13 contains 757 members 
Mstep: Class 14 contains 46580 members 
Mstep: Class 15 contains 47380 members 
Mstep: Class 16 contains 40415 members 
Mstep: Class 17 contains 47317 members 
Mstep: Class 18 contains 1267 members 
Mstep: Class 19 contains 49465 members 
Mstep: Class 22 contains 46954 members 
Mstep: Class 23 contains 52081 members 
Mstep: Class 24 contains 46729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111182312.000000 Penalty: 72750.632812
Iteration 81Q: 23 clusters Score -1.111823e+08 nChanged 4939
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46288 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2974 members 
Mstep: Class 4 contains 47840 members 
Mstep: Class 5 contains 45599 members 
Mstep: Class 6 contains 46622 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 45605 members 
Mstep: Class 9 contains 1314 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 591 members 
Mstep: Class 13 contains 757 members 
Mstep: Class 14 contains 46590 members 
Mstep: Class 15 contains 47405 members 
Mstep: Class 16 contains 40241 members 
Mstep: Class 17 contains 47216 members 
Mstep: Class 18 contains 1267 members 
Mstep: Class 19 contains 49529 members 
Mstep: Class 22 contains 46960 members 
Mstep: Class 23 contains 52060 members 
Mstep: Class 24 contains 46710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111182512.000000 Penalty: 72750.632812
Iteration 82Q: 23 clusters Score -1.111825e+08 nChanged 4875
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2974 members 
Mstep: Class 4 contains 48074 members 
Mstep: Class 5 contains 45630 members 
Mstep: Class 6 contains 46682 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 45594 members 
Mstep: Class 9 contains 1314 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 591 members 
Mstep: Class 13 contains 757 members 
Mstep: Class 14 contains 46539 members 
Mstep: Class 15 contains 47401 members 
Mstep: Class 16 contains 40045 members 
Mstep: Class 17 contains 47182 members 
Mstep: Class 18 contains 1263 members 
Mstep: Class 19 contains 49614 members 
Mstep: Class 22 contains 46923 members 
Mstep: Class 23 contains 52087 members 
Mstep: Class 24 contains 46660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111182736.000000 Penalty: 72750.632812
Iteration 83Q: 23 clusters Score -1.111827e+08 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46216 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2972 members 
Mstep: Class 4 contains 48279 members 
Mstep: Class 5 contains 45662 members 
Mstep: Class 6 contains 46740 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 45582 members 
Mstep: Class 9 contains 1314 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 591 members 
Mstep: Class 13 contains 757 members 
Mstep: Class 14 contains 46485 members 
Mstep: Class 15 contains 47434 members 
Mstep: Class 16 contains 39793 members 
Mstep: Class 17 contains 47168 members 
Mstep: Class 18 contains 1264 members 
Mstep: Class 19 contains 49660 members 
Mstep: Class 22 contains 46914 members 
Mstep: Class 23 contains 52139 members 
Mstep: Class 24 contains 46598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111182488.000000 Penalty: 72750.632812
Iteration 84Q: 23 clusters Score -1.111825e+08 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46221 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2971 members 
Mstep: Class 4 contains 48402 members 
Mstep: Class 5 contains 45723 members 
Mstep: Class 6 contains 46808 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 45564 members 
Mstep: Class 9 contains 1314 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 591 members 
Mstep: Class 13 contains 757 members 
Mstep: Class 14 contains 46462 members 
Mstep: Class 15 contains 47496 members 
Mstep: Class 16 contains 39516 members 
Mstep: Class 17 contains 47091 members 
Mstep: Class 18 contains 1261 members 
Mstep: Class 19 contains 49787 members 
Mstep: Class 22 contains 46893 members 
Mstep: Class 23 contains 52216 members 
Mstep: Class 24 contains 46495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111182328.000000 Penalty: 72750.632812
Iteration 85Q: 23 clusters Score -1.111823e+08 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46211 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2968 members 
Mstep: Class 4 contains 48473 members 
Mstep: Class 5 contains 45742 members 
Mstep: Class 6 contains 46881 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 45525 members 
Mstep: Class 9 contains 1314 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 592 members 
Mstep: Class 13 contains 757 members 
Mstep: Class 14 contains 46488 members 
Mstep: Class 15 contains 47641 members 
Mstep: Class 16 contains 39239 members 
Mstep: Class 17 contains 47046 members 
Mstep: Class 18 contains 1262 members 
Mstep: Class 19 contains 49862 members 
Mstep: Class 22 contains 46913 members 
Mstep: Class 23 contains 52271 members 
Mstep: Class 24 contains 46383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111182488.000000 Penalty: 72750.632812
Iteration 86Q: 23 clusters Score -1.111825e+08 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46223 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2964 members 
Mstep: Class 4 contains 48548 members 
Mstep: Class 5 contains 45761 members 
Mstep: Class 6 contains 46906 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 45512 members 
Mstep: Class 9 contains 1314 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 592 members 
Mstep: Class 13 contains 757 members 
Mstep: Class 14 contains 46475 members 
Mstep: Class 15 contains 47736 members 
Mstep: Class 16 contains 38964 members 
Mstep: Class 17 contains 47005 members 
Mstep: Class 18 contains 1265 members 
Mstep: Class 19 contains 49949 members 
Mstep: Class 22 contains 46918 members 
Mstep: Class 23 contains 52392 members 
Mstep: Class 24 contains 46287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111182640.000000 Penalty: 72750.632812
Iteration 87Q: 23 clusters Score -1.111826e+08 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46286 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2961 members 
Mstep: Class 4 contains 48597 members 
Mstep: Class 5 contains 45784 members 
Mstep: Class 6 contains 46946 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 45516 members 
Mstep: Class 9 contains 1314 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 592 members 
Mstep: Class 13 contains 757 members 
Mstep: Class 14 contains 46460 members 
Mstep: Class 15 contains 47804 members 
Mstep: Class 16 contains 38642 members 
Mstep: Class 17 contains 46971 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 50064 members 
Mstep: Class 22 contains 46924 members 
Mstep: Class 23 contains 52460 members 
Mstep: Class 24 contains 46220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111183120.000000 Penalty: 72750.632812
Iteration 88Q: 23 clusters Score -1.111831e+08 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46302 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2959 members 
Mstep: Class 4 contains 48667 members 
Mstep: Class 5 contains 45853 members 
Mstep: Class 6 contains 47016 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 45501 members 
Mstep: Class 9 contains 1314 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 593 members 
Mstep: Class 13 contains 757 members 
Mstep: Class 14 contains 46444 members 
Mstep: Class 15 contains 47860 members 
Mstep: Class 16 contains 38335 members 
Mstep: Class 17 contains 46980 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 50184 members 
Mstep: Class 22 contains 46899 members 
Mstep: Class 23 contains 52506 members 
Mstep: Class 24 contains 46125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111182848.000000 Penalty: 72750.632812
Iteration 89Q: 23 clusters Score -1.111828e+08 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46320 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2953 members 
Mstep: Class 4 contains 48746 members 
Mstep: Class 5 contains 45881 members 
Mstep: Class 6 contains 47097 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 45537 members 
Mstep: Class 9 contains 1314 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 593 members 
Mstep: Class 13 contains 758 members 
Mstep: Class 14 contains 46404 members 
Mstep: Class 15 contains 47896 members 
Mstep: Class 16 contains 38025 members 
Mstep: Class 17 contains 46966 members 
Mstep: Class 18 contains 1272 members 
Mstep: Class 19 contains 50312 members 
Mstep: Class 22 contains 46893 members 
Mstep: Class 23 contains 52634 members 
Mstep: Class 24 contains 45967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111183392.000000 Penalty: 72750.632812
Iteration 90Q: 23 clusters Score -1.111834e+08 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46334 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2948 members 
Mstep: Class 4 contains 48871 members 
Mstep: Class 5 contains 45907 members 
Mstep: Class 6 contains 47139 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 45653 members 
Mstep: Class 9 contains 1314 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 697 members 
Mstep: Class 12 contains 593 members 
Mstep: Class 13 contains 757 members 
Mstep: Class 14 contains 46434 members 
Mstep: Class 15 contains 47920 members 
Mstep: Class 16 contains 37695 members 
Mstep: Class 17 contains 46945 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 50396 members 
Mstep: Class 22 contains 46857 members 
Mstep: Class 23 contains 52705 members 
Mstep: Class 24 contains 45829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111184112.000000 Penalty: 72750.632812
Iteration 91Q: 23 clusters Score -1.111841e+08 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46404 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2935 members 
Mstep: Class 4 contains 48977 members 
Mstep: Class 5 contains 45940 members 
Mstep: Class 6 contains 47142 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 45741 members 
Mstep: Class 9 contains 1314 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 699 members 
Mstep: Class 12 contains 593 members 
Mstep: Class 13 contains 755 members 
Mstep: Class 14 contains 46432 members 
Mstep: Class 15 contains 47967 members 
Mstep: Class 16 contains 37368 members 
Mstep: Class 17 contains 46850 members 
Mstep: Class 18 contains 1267 members 
Mstep: Class 19 contains 50457 members 
Mstep: Class 22 contains 46876 members 
Mstep: Class 23 contains 52810 members 
Mstep: Class 24 contains 45737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111184320.000000 Penalty: 72750.632812
Iteration 92Q: 23 clusters Score -1.111843e+08 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46448 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2929 members 
Mstep: Class 4 contains 49048 members 
Mstep: Class 5 contains 45930 members 
Mstep: Class 6 contains 47137 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 45848 members 
Mstep: Class 9 contains 1314 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 700 members 
Mstep: Class 12 contains 593 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 46445 members 
Mstep: Class 15 contains 47968 members 
Mstep: Class 16 contains 37039 members 
Mstep: Class 17 contains 46839 members 
Mstep: Class 18 contains 1269 members 
Mstep: Class 19 contains 50518 members 
Mstep: Class 22 contains 46878 members 
Mstep: Class 23 contains 52888 members 
Mstep: Class 24 contains 45719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111184320.000000 Penalty: 72750.632812
Iteration 93Q: 23 clusters Score -1.111843e+08 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46483 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2914 members 
Mstep: Class 4 contains 49068 members 
Mstep: Class 5 contains 45932 members 
Mstep: Class 6 contains 47177 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 45958 members 
Mstep: Class 9 contains 1315 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 699 members 
Mstep: Class 12 contains 593 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 46406 members 
Mstep: Class 15 contains 47968 members 
Mstep: Class 16 contains 36700 members 
Mstep: Class 17 contains 46849 members 
Mstep: Class 18 contains 1266 members 
Mstep: Class 19 contains 50547 members 
Mstep: Class 22 contains 46940 members 
Mstep: Class 23 contains 52991 members 
Mstep: Class 24 contains 45704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111184480.000000 Penalty: 72750.632812
Iteration 94Q: 23 clusters Score -1.111845e+08 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46522 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2903 members 
Mstep: Class 4 contains 49110 members 
Mstep: Class 5 contains 45960 members 
Mstep: Class 6 contains 47245 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 46041 members 
Mstep: Class 9 contains 1316 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 698 members 
Mstep: Class 12 contains 593 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 46396 members 
Mstep: Class 15 contains 48022 members 
Mstep: Class 16 contains 36339 members 
Mstep: Class 17 contains 46853 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 50563 members 
Mstep: Class 22 contains 46986 members 
Mstep: Class 23 contains 53007 members 
Mstep: Class 24 contains 45686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111184432.000000 Penalty: 72750.632812
Iteration 95Q: 23 clusters Score -1.111844e+08 nChanged 4878
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46600 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2894 members 
Mstep: Class 4 contains 49077 members 
Mstep: Class 5 contains 46000 members 
Mstep: Class 6 contains 47311 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 46097 members 
Mstep: Class 9 contains 1316 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 698 members 
Mstep: Class 12 contains 593 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 46415 members 
Mstep: Class 15 contains 48089 members 
Mstep: Class 16 contains 35975 members 
Mstep: Class 17 contains 46906 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 50600 members 
Mstep: Class 22 contains 46978 members 
Mstep: Class 23 contains 53038 members 
Mstep: Class 24 contains 45653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111184128.000000 Penalty: 72750.632812
Iteration 96Q: 23 clusters Score -1.111841e+08 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46669 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2888 members 
Mstep: Class 4 contains 49027 members 
Mstep: Class 5 contains 46044 members 
Mstep: Class 6 contains 47440 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 46145 members 
Mstep: Class 9 contains 1316 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 698 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 46420 members 
Mstep: Class 15 contains 48109 members 
Mstep: Class 16 contains 35623 members 
Mstep: Class 17 contains 46898 members 
Mstep: Class 18 contains 1267 members 
Mstep: Class 19 contains 50592 members 
Mstep: Class 22 contains 47010 members 
Mstep: Class 23 contains 53091 members 
Mstep: Class 24 contains 45679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111184384.000000 Penalty: 72750.632812
Iteration 97Q: 23 clusters Score -1.111844e+08 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46731 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2875 members 
Mstep: Class 4 contains 48999 members 
Mstep: Class 5 contains 46102 members 
Mstep: Class 6 contains 47589 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 46228 members 
Mstep: Class 9 contains 1316 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 698 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 46453 members 
Mstep: Class 15 contains 48154 members 
Mstep: Class 16 contains 35283 members 
Mstep: Class 17 contains 46871 members 
Mstep: Class 18 contains 1266 members 
Mstep: Class 19 contains 50583 members 
Mstep: Class 22 contains 47046 members 
Mstep: Class 23 contains 53080 members 
Mstep: Class 24 contains 45642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111184024.000000 Penalty: 72750.632812
Iteration 98Q: 23 clusters Score -1.11184e+08 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46771 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2859 members 
Mstep: Class 4 contains 48951 members 
Mstep: Class 5 contains 46161 members 
Mstep: Class 6 contains 47717 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 46275 members 
Mstep: Class 9 contains 1316 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 698 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 46474 members 
Mstep: Class 15 contains 48289 members 
Mstep: Class 16 contains 34970 members 
Mstep: Class 17 contains 46772 members 
Mstep: Class 18 contains 1265 members 
Mstep: Class 19 contains 50609 members 
Mstep: Class 22 contains 47082 members 
Mstep: Class 23 contains 53123 members 
Mstep: Class 24 contains 45584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111184520.000000 Penalty: 72750.632812
Iteration 99Q: 23 clusters Score -1.111845e+08 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46839 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2840 members 
Mstep: Class 4 contains 48888 members 
Mstep: Class 5 contains 46204 members 
Mstep: Class 6 contains 47820 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 46289 members 
Mstep: Class 9 contains 1316 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 698 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 46494 members 
Mstep: Class 15 contains 48401 members 
Mstep: Class 16 contains 34700 members 
Mstep: Class 17 contains 46772 members 
Mstep: Class 18 contains 1266 members 
Mstep: Class 19 contains 50620 members 
Mstep: Class 22 contains 47127 members 
Mstep: Class 23 contains 53177 members 
Mstep: Class 24 contains 45465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111185016.000000 Penalty: 72750.632812
Iteration 100F: 23 clusters Score -1.11185e+08 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46897 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2822 members 
Mstep: Class 4 contains 48871 members 
Mstep: Class 5 contains 46232 members 
Mstep: Class 6 contains 47904 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 46350 members 
Mstep: Class 9 contains 1316 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 698 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 46462 members 
Mstep: Class 15 contains 48480 members 
Mstep: Class 16 contains 34415 members 
Mstep: Class 17 contains 46786 members 
Mstep: Class 18 contains 1264 members 
Mstep: Class 19 contains 50628 members 
Mstep: Class 22 contains 47192 members 
Mstep: Class 23 contains 53219 members 
Mstep: Class 24 contains 45380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111185528.000000 Penalty: 72750.632812
Iteration 101Q: 23 clusters Score -1.111855e+08 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46936 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2807 members 
Mstep: Class 4 contains 48844 members 
Mstep: Class 5 contains 46270 members 
Mstep: Class 6 contains 47960 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 46387 members 
Mstep: Class 9 contains 1316 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 698 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 46434 members 
Mstep: Class 15 contains 48572 members 
Mstep: Class 16 contains 34135 members 
Mstep: Class 17 contains 46756 members 
Mstep: Class 18 contains 1267 members 
Mstep: Class 19 contains 50713 members 
Mstep: Class 22 contains 47206 members 
Mstep: Class 23 contains 53257 members 
Mstep: Class 24 contains 45358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111185608.000000 Penalty: 72750.632812
Iteration 102Q: 23 clusters Score -1.111856e+08 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46925 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2795 members 
Mstep: Class 4 contains 48802 members 
Mstep: Class 5 contains 46301 members 
Mstep: Class 6 contains 47999 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 46456 members 
Mstep: Class 9 contains 1316 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 698 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 46462 members 
Mstep: Class 15 contains 48666 members 
Mstep: Class 16 contains 33839 members 
Mstep: Class 17 contains 46666 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 50780 members 
Mstep: Class 22 contains 47262 members 
Mstep: Class 23 contains 53333 members 
Mstep: Class 24 contains 45346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111185744.000000 Penalty: 72750.632812
Iteration 103Q: 23 clusters Score -1.111857e+08 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2775 members 
Mstep: Class 4 contains 48767 members 
Mstep: Class 5 contains 46320 members 
Mstep: Class 6 contains 48066 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 46519 members 
Mstep: Class 9 contains 1316 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 698 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 46468 members 
Mstep: Class 15 contains 48758 members 
Mstep: Class 16 contains 33556 members 
Mstep: Class 17 contains 46569 members 
Mstep: Class 18 contains 1274 members 
Mstep: Class 19 contains 50818 members 
Mstep: Class 22 contains 47332 members 
Mstep: Class 23 contains 53385 members 
Mstep: Class 24 contains 45405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111185784.000000 Penalty: 72750.632812
Iteration 104Q: 23 clusters Score -1.111858e+08 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46821 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2767 members 
Mstep: Class 4 contains 48763 members 
Mstep: Class 5 contains 46319 members 
Mstep: Class 6 contains 48082 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 46637 members 
Mstep: Class 9 contains 1316 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 698 members 
Mstep: Class 12 contains 593 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 46480 members 
Mstep: Class 15 contains 48797 members 
Mstep: Class 16 contains 33252 members 
Mstep: Class 17 contains 46523 members 
Mstep: Class 18 contains 1272 members 
Mstep: Class 19 contains 50862 members 
Mstep: Class 22 contains 47471 members 
Mstep: Class 23 contains 53478 members 
Mstep: Class 24 contains 45379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111186096.000000 Penalty: 72750.632812
Iteration 105Q: 23 clusters Score -1.111861e+08 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2756 members 
Mstep: Class 4 contains 48771 members 
Mstep: Class 5 contains 46317 members 
Mstep: Class 6 contains 48083 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 46719 members 
Mstep: Class 9 contains 1316 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 698 members 
Mstep: Class 12 contains 593 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 46523 members 
Mstep: Class 15 contains 48803 members 
Mstep: Class 16 contains 32938 members 
Mstep: Class 17 contains 46542 members 
Mstep: Class 18 contains 1273 members 
Mstep: Class 19 contains 50900 members 
Mstep: Class 22 contains 47588 members 
Mstep: Class 23 contains 53592 members 
Mstep: Class 24 contains 45351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111185896.000000 Penalty: 72750.632812
Iteration 106Q: 23 clusters Score -1.111859e+08 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46716 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2743 members 
Mstep: Class 4 contains 48760 members 
Mstep: Class 5 contains 46337 members 
Mstep: Class 6 contains 48091 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 46786 members 
Mstep: Class 9 contains 1316 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 698 members 
Mstep: Class 12 contains 593 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 46599 members 
Mstep: Class 15 contains 48780 members 
Mstep: Class 16 contains 32656 members 
Mstep: Class 17 contains 46449 members 
Mstep: Class 18 contains 1271 members 
Mstep: Class 19 contains 50951 members 
Mstep: Class 22 contains 47702 members 
Mstep: Class 23 contains 53686 members 
Mstep: Class 24 contains 45376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111186008.000000 Penalty: 72750.632812
Iteration 107Q: 23 clusters Score -1.11186e+08 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46679 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2725 members 
Mstep: Class 4 contains 48725 members 
Mstep: Class 5 contains 46370 members 
Mstep: Class 6 contains 48185 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 46830 members 
Mstep: Class 9 contains 1316 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 698 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 46651 members 
Mstep: Class 15 contains 48721 members 
Mstep: Class 16 contains 32375 members 
Mstep: Class 17 contains 46424 members 
Mstep: Class 18 contains 1269 members 
Mstep: Class 19 contains 51003 members 
Mstep: Class 22 contains 47788 members 
Mstep: Class 23 contains 53772 members 
Mstep: Class 24 contains 45385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111186272.000000 Penalty: 72750.632812
Iteration 108Q: 23 clusters Score -1.111863e+08 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46652 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2705 members 
Mstep: Class 4 contains 48709 members 
Mstep: Class 5 contains 46383 members 
Mstep: Class 6 contains 48338 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 46861 members 
Mstep: Class 9 contains 1316 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 698 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 46700 members 
Mstep: Class 15 contains 48647 members 
Mstep: Class 16 contains 32124 members 
Mstep: Class 17 contains 46379 members 
Mstep: Class 18 contains 1270 members 
Mstep: Class 19 contains 51023 members 
Mstep: Class 22 contains 47837 members 
Mstep: Class 23 contains 53827 members 
Mstep: Class 24 contains 45447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111186224.000000 Penalty: 72750.632812
Iteration 109Q: 23 clusters Score -1.111862e+08 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46668 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2687 members 
Mstep: Class 4 contains 48699 members 
Mstep: Class 5 contains 46403 members 
Mstep: Class 6 contains 48570 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 46863 members 
Mstep: Class 9 contains 1316 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 698 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 46739 members 
Mstep: Class 15 contains 48601 members 
Mstep: Class 16 contains 31853 members 
Mstep: Class 17 contains 46317 members 
Mstep: Class 18 contains 1272 members 
Mstep: Class 19 contains 51027 members 
Mstep: Class 22 contains 47901 members 
Mstep: Class 23 contains 53797 members 
Mstep: Class 24 contains 45505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111186472.000000 Penalty: 72750.632812
Iteration 110Q: 23 clusters Score -1.111865e+08 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46733 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2673 members 
Mstep: Class 4 contains 48669 members 
Mstep: Class 5 contains 46394 members 
Mstep: Class 6 contains 48748 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 46844 members 
Mstep: Class 9 contains 1316 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 698 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 46799 members 
Mstep: Class 15 contains 48530 members 
Mstep: Class 16 contains 31602 members 
Mstep: Class 17 contains 46281 members 
Mstep: Class 18 contains 1280 members 
Mstep: Class 19 contains 51058 members 
Mstep: Class 22 contains 47957 members 
Mstep: Class 23 contains 53812 members 
Mstep: Class 24 contains 45522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111186872.000000 Penalty: 72750.632812
Iteration 111Q: 23 clusters Score -1.111869e+08 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46738 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2662 members 
Mstep: Class 4 contains 48631 members 
Mstep: Class 5 contains 46410 members 
Mstep: Class 6 contains 48901 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 46842 members 
Mstep: Class 9 contains 1315 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 698 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 46844 members 
Mstep: Class 15 contains 48522 members 
Mstep: Class 16 contains 31351 members 
Mstep: Class 17 contains 46258 members 
Mstep: Class 18 contains 1283 members 
Mstep: Class 19 contains 51090 members 
Mstep: Class 22 contains 47980 members 
Mstep: Class 23 contains 53830 members 
Mstep: Class 24 contains 45561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111186944.000000 Penalty: 72750.632812
Iteration 112Q: 23 clusters Score -1.111869e+08 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46737 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2652 members 
Mstep: Class 4 contains 48595 members 
Mstep: Class 5 contains 46405 members 
Mstep: Class 6 contains 49062 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 46821 members 
Mstep: Class 9 contains 1315 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 698 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 46905 members 
Mstep: Class 15 contains 48526 members 
Mstep: Class 16 contains 31100 members 
Mstep: Class 17 contains 46253 members 
Mstep: Class 18 contains 1285 members 
Mstep: Class 19 contains 51091 members 
Mstep: Class 22 contains 48040 members 
Mstep: Class 23 contains 53847 members 
Mstep: Class 24 contains 45584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111187096.000000 Penalty: 72750.632812
Iteration 113Q: 23 clusters Score -1.111871e+08 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46738 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2633 members 
Mstep: Class 4 contains 48580 members 
Mstep: Class 5 contains 46396 members 
Mstep: Class 6 contains 49178 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 46854 members 
Mstep: Class 9 contains 1315 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 698 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 46913 members 
Mstep: Class 15 contains 48512 members 
Mstep: Class 16 contains 30869 members 
Mstep: Class 17 contains 46250 members 
Mstep: Class 18 contains 1290 members 
Mstep: Class 19 contains 51106 members 
Mstep: Class 22 contains 48065 members 
Mstep: Class 23 contains 53933 members 
Mstep: Class 24 contains 45586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111187152.000000 Penalty: 72750.632812
Iteration 114Q: 23 clusters Score -1.111872e+08 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46779 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2616 members 
Mstep: Class 4 contains 48589 members 
Mstep: Class 5 contains 46424 members 
Mstep: Class 6 contains 49222 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 46921 members 
Mstep: Class 9 contains 1315 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 698 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 46914 members 
Mstep: Class 15 contains 48478 members 
Mstep: Class 16 contains 30629 members 
Mstep: Class 17 contains 46197 members 
Mstep: Class 18 contains 1292 members 
Mstep: Class 19 contains 51096 members 
Mstep: Class 22 contains 48071 members 
Mstep: Class 23 contains 54049 members 
Mstep: Class 24 contains 45626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111187072.000000 Penalty: 72750.632812
Iteration 115Q: 23 clusters Score -1.111871e+08 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46791 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2606 members 
Mstep: Class 4 contains 48648 members 
Mstep: Class 5 contains 46453 members 
Mstep: Class 6 contains 49274 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 46909 members 
Mstep: Class 9 contains 1314 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 698 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 46925 members 
Mstep: Class 15 contains 48425 members 
Mstep: Class 16 contains 30400 members 
Mstep: Class 17 contains 46169 members 
Mstep: Class 18 contains 1295 members 
Mstep: Class 19 contains 51085 members 
Mstep: Class 22 contains 48108 members 
Mstep: Class 23 contains 54159 members 
Mstep: Class 24 contains 45657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111187032.000000 Penalty: 72750.632812
Iteration 116Q: 23 clusters Score -1.11187e+08 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46784 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2598 members 
Mstep: Class 4 contains 48704 members 
Mstep: Class 5 contains 46476 members 
Mstep: Class 6 contains 49335 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 46915 members 
Mstep: Class 9 contains 1312 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 698 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 46945 members 
Mstep: Class 15 contains 48376 members 
Mstep: Class 16 contains 30189 members 
Mstep: Class 17 contains 46123 members 
Mstep: Class 18 contains 1292 members 
Mstep: Class 19 contains 51082 members 
Mstep: Class 22 contains 48163 members 
Mstep: Class 23 contains 54251 members 
Mstep: Class 24 contains 45673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111187072.000000 Penalty: 72750.632812
Iteration 117Q: 23 clusters Score -1.111871e+08 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46802 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2593 members 
Mstep: Class 4 contains 48703 members 
Mstep: Class 5 contains 46520 members 
Mstep: Class 6 contains 49400 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 46842 members 
Mstep: Class 9 contains 1313 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 697 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 754 members 
Mstep: Class 14 contains 46964 members 
Mstep: Class 15 contains 48446 members 
Mstep: Class 16 contains 30007 members 
Mstep: Class 17 contains 46063 members 
Mstep: Class 18 contains 1292 members 
Mstep: Class 19 contains 51048 members 
Mstep: Class 22 contains 48190 members 
Mstep: Class 23 contains 54324 members 
Mstep: Class 24 contains 45712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111186848.000000 Penalty: 72750.632812
Iteration 118Q: 23 clusters Score -1.111868e+08 nChanged 3168
Entering ConstructFrom: 
Score: -111186848.000000 Penalty: 72750.632812
Entering ConstructFrom: 
Trying to split cluster 1 (46828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46828 members 
Entering Unmasked Estep 
Score: -8565602.000000 Penalty: 2667.050537
	Iteration 0F: 2 clusters Score -8565602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -8535730.000000 Penalty: 5334.101074
	Iteration 0F: 3 clusters Score -8535730 nChanged 21443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -8547487.000000 Penalty: 5334.101074
	Iteration 1F: 3 clusters Score -8547487 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -8548002.000000 Penalty: 5334.101074
	Iteration 2Q: 3 clusters Score -8548002 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -8548504.000000 Penalty: 5334.101074
	Iteration 3Q: 3 clusters Score -8548504 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -8549033.000000 Penalty: 5334.101074
	Iteration 4Q: 3 clusters Score -8549033 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -8549808.000000 Penalty: 5334.101074
	Iteration 5Q: 3 clusters Score -8549808 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 29574 members 
Entering Unmasked Estep 
Score: -8550787.000000 Penalty: 5334.101074
	Iteration 6Q: 3 clusters Score -8550787 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -8552194.000000 Penalty: 5334.101074
	Iteration 7F: 3 clusters Score -8552194 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -8554216.000000 Penalty: 5334.101074
	Iteration 8F: 3 clusters Score -8554216 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -8556785.000000 Penalty: 5334.101074
	Iteration 9F: 3 clusters Score -8556785 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 41110 members 
Entering Unmasked Estep 
Score: -8559519.000000 Penalty: 5334.101074
	Iteration 10F: 3 clusters Score -8559519 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 43790 members 
Entering Unmasked Estep 
Score: -8561501.000000 Penalty: 5334.101074
	Iteration 11F: 3 clusters Score -8561501 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 45414 members 
Entering Unmasked Estep 
Score: -8562497.000000 Penalty: 5334.101074
	Iteration 12Q: 3 clusters Score -8562497 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 46177 members 
Entering Unmasked Estep 
Score: -8562926.000000 Penalty: 5334.101074
	Iteration 13Q: 3 clusters Score -8562926 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 46435 members 
Entering Unmasked Estep 
Score: -8563120.000000 Penalty: 5334.101074
	Iteration 14Q: 3 clusters Score -8563120 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 46530 members 
Entering Unmasked Estep 
Score: -8563232.000000 Penalty: 5334.101074
	Iteration 15Q: 3 clusters Score -8563232 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 46568 members 
Entering Unmasked Estep 
Score: -8563251.000000 Penalty: 5334.101074
	Iteration 16Q: 3 clusters Score -8563251 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 46586 members 
Entering Unmasked Estep 
Score: -8563281.000000 Penalty: 5334.101074
	Iteration 17Q: 3 clusters Score -8563281 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 46598 members 
Entering Unmasked Estep 
Score: -8563310.000000 Penalty: 5334.101074
	Iteration 18Q: 3 clusters Score -8563310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 46601 members 
Entering Unmasked Estep 
Score: -8563325.000000 Penalty: 5334.101074
	Iteration 19Q: 3 clusters Score -8563325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 46599 members 
Entering Unmasked Estep 
Score: -8563328.000000 Penalty: 5334.101074
	Iteration 20F: 3 clusters Score -8563328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
Score: -8563335.000000 Penalty: 5334.101074
	Iteration 21Q: 3 clusters Score -8563335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 46600 members 
Entering Unmasked Estep 
Score: -8563337.000000 Penalty: 5334.101074
	Iteration 22Q: 3 clusters Score -8563337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 46603 members 
Entering Unmasked Estep 
Score: -8563342.000000 Penalty: 5334.101074
	Iteration 23Q: 3 clusters Score -8563342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 46604 members 
Entering Unmasked Estep 
Score: -8563353.000000 Penalty: 5334.101074
	Iteration 24Q: 3 clusters Score -8563353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 46604 members 
Entering Unmasked Estep 
Score: -8563352.000000 Penalty: 5334.101074
	Iteration 25Q: 3 clusters Score -8563352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 46605 members 
Entering Unmasked Estep 
Score: -8563350.000000 Penalty: 5334.101074
	Iteration 26Q: 3 clusters Score -8563350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 46605 members 
Entering Unmasked Estep 
Score: -8563350.000000 Penalty: 5334.101074
	Iteration 27F: 3 clusters Score -8563350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -28538.332031 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -28538.33 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 181 members 
Entering Unmasked Estep 
Score: -27394.500000 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -27394.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -27599.568359 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -27599.57 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -27671.802734 Penalty: 2933.097656
	Iteration 2F: 3 clusters Score -27671.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -27707.761719 Penalty: 2933.097656
	Iteration 3Q: 3 clusters Score -27707.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27739.681641 Penalty: 2933.097656
	Iteration 4Q: 3 clusters Score -27739.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -27786.076172 Penalty: 2933.097656
	Iteration 5Q: 3 clusters Score -27786.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27798.349609 Penalty: 2933.097656
	Iteration 6Q: 3 clusters Score -27798.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -27822.664062 Penalty: 2933.097656
	Iteration 7Q: 3 clusters Score -27822.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -27839.304688 Penalty: 2933.097656
	Iteration 8Q: 3 clusters Score -27839.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -27852.041016 Penalty: 2933.097656
	Iteration 9Q: 3 clusters Score -27852.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -27863.189453 Penalty: 2933.097656
	Iteration 10Q: 3 clusters Score -27863.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -27869.234375 Penalty: 2933.097656
	Iteration 11Q: 3 clusters Score -27869.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -27869.234375 Penalty: 2933.097656
	Iteration 12F: 3 clusters Score -27869.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Entering Unmasked Estep 
Score: -442977.875000 Penalty: 1949.517090
	Iteration 0F: 2 clusters Score -442977.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -440008.031250 Penalty: 3899.034180
	Iteration 0F: 3 clusters Score -440008 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -440870.843750 Penalty: 3899.034180
	Iteration 1F: 3 clusters Score -440870.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -441356.906250 Penalty: 3899.034180
	Iteration 2F: 3 clusters Score -441356.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -441706.937500 Penalty: 3899.034180
	Iteration 3F: 3 clusters Score -441706.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -441895.812500 Penalty: 3899.034180
	Iteration 4F: 3 clusters Score -441895.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -442024.125000 Penalty: 3899.034180
	Iteration 5Q: 3 clusters Score -442024.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -442138.968750 Penalty: 3899.034180
	Iteration 6Q: 3 clusters Score -442139 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -442222.656250 Penalty: 3899.034180
	Iteration 7Q: 3 clusters Score -442222.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -442283.625000 Penalty: 3899.034180
	Iteration 8Q: 3 clusters Score -442283.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -442358.281250 Penalty: 3899.034180
	Iteration 9Q: 3 clusters Score -442358.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -442399.687500 Penalty: 3899.034180
	Iteration 10Q: 3 clusters Score -442399.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -442420.968750 Penalty: 3899.034180
	Iteration 11Q: 3 clusters Score -442421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -442437.125000 Penalty: 3899.034180
	Iteration 12Q: 3 clusters Score -442437.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -442450.687500 Penalty: 3899.034180
	Iteration 13Q: 3 clusters Score -442450.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -442461.500000 Penalty: 3899.034180
	Iteration 14Q: 3 clusters Score -442461.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -442470.031250 Penalty: 3899.034180
	Iteration 15Q: 3 clusters Score -442470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -442476.656250 Penalty: 3899.034180
	Iteration 16Q: 3 clusters Score -442476.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -442479.968750 Penalty: 3899.034180
	Iteration 17Q: 3 clusters Score -442480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -442484.031250 Penalty: 3899.034180
	Iteration 18Q: 3 clusters Score -442484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -442487.625000 Penalty: 3899.034180
	Iteration 19Q: 3 clusters Score -442487.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -442490.843750 Penalty: 3899.034180
	Iteration 20F: 3 clusters Score -442490.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (48712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48712 members 
Entering Unmasked Estep 
Score: -8894021.000000 Penalty: 2676.833008
	Iteration 0F: 2 clusters Score -8894021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -8863387.000000 Penalty: 5353.666016
	Iteration 0F: 3 clusters Score -8863387 nChanged 22405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -8875516.000000 Penalty: 5353.666016
	Iteration 1F: 3 clusters Score -8875516 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -8876059.000000 Penalty: 5353.666016
	Iteration 2Q: 3 clusters Score -8876059 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -8876485.000000 Penalty: 5353.666016
	Iteration 3Q: 3 clusters Score -8876485 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 24586 members 
Entering Unmasked Estep 
Score: -8877029.000000 Penalty: 5353.666016
	Iteration 4Q: 3 clusters Score -8877029 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -8877700.000000 Penalty: 5353.666016
	Iteration 5Q: 3 clusters Score -8877700 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 24618 members 
Entering Unmasked Estep 
Score: -8878591.000000 Penalty: 5353.666016
	Iteration 6Q: 3 clusters Score -8878591 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 24613 members 
Entering Unmasked Estep 
Score: -8879694.000000 Penalty: 5353.666016
	Iteration 7Q: 3 clusters Score -8879694 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -8881198.000000 Penalty: 5353.666016
	Iteration 8F: 3 clusters Score -8881198 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -8883071.000000 Penalty: 5353.666016
	Iteration 9F: 3 clusters Score -8883071 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -8885099.000000 Penalty: 5353.666016
	Iteration 10F: 3 clusters Score -8885099 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -8886598.000000 Penalty: 5353.666016
	Iteration 11F: 3 clusters Score -8886598 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 24002 members 
Entering Unmasked Estep 
Score: -8887401.000000 Penalty: 5353.666016
	Iteration 12Q: 3 clusters Score -8887401 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24847 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -8887715.000000 Penalty: 5353.666016
	Iteration 13Q: 3 clusters Score -8887715 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -8887916.000000 Penalty: 5353.666016
	Iteration 14Q: 3 clusters Score -8887916 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -8888028.000000 Penalty: 5353.666016
	Iteration 15Q: 3 clusters Score -8888028 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -8888117.000000 Penalty: 5353.666016
	Iteration 16Q: 3 clusters Score -8888117 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -8888239.000000 Penalty: 5353.666016
	Iteration 17Q: 3 clusters Score -8888239 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -8888330.000000 Penalty: 5353.666016
	Iteration 18Q: 3 clusters Score -8888330 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -8888439.000000 Penalty: 5353.666016
	Iteration 19Q: 3 clusters Score -8888439 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -8888504.000000 Penalty: 5353.666016
	Iteration 20F: 3 clusters Score -8888504 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -8888624.000000 Penalty: 5353.666016
	Iteration 21Q: 3 clusters Score -8888624 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -8888702.000000 Penalty: 5353.666016
	Iteration 22Q: 3 clusters Score -8888702 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -8888702.000000 Penalty: 5353.666016
	Iteration 23Q: 3 clusters Score -8888702 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -8888772.000000 Penalty: 5353.666016
	Iteration 24Q: 3 clusters Score -8888772 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -8888794.000000 Penalty: 5353.666016
	Iteration 25Q: 3 clusters Score -8888794 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -8888807.000000 Penalty: 5353.666016
	Iteration 26Q: 3 clusters Score -8888807 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -8888858.000000 Penalty: 5353.666016
	Iteration 27Q: 3 clusters Score -8888858 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -8888885.000000 Penalty: 5353.666016
	Iteration 28Q: 3 clusters Score -8888885 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -8888927.000000 Penalty: 5353.666016
	Iteration 29Q: 3 clusters Score -8888927 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -8888958.000000 Penalty: 5353.666016
	Iteration 30Q: 3 clusters Score -8888958 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -8888995.000000 Penalty: 5353.666016
	Iteration 31Q: 3 clusters Score -8888995 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28887 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -8889037.000000 Penalty: 5353.666016
	Iteration 32Q: 3 clusters Score -8889037 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 19537 members 
Entering Unmasked Estep 
Score: -8889062.000000 Penalty: 5353.666016
	Iteration 33Q: 3 clusters Score -8889062 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -8889135.000000 Penalty: 5353.666016
	Iteration 34Q: 3 clusters Score -8889135 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29823 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -8889172.000000 Penalty: 5353.666016
	Iteration 35Q: 3 clusters Score -8889172 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -8889217.000000 Penalty: 5353.666016
	Iteration 36Q: 3 clusters Score -8889217 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30523 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -8889321.000000 Penalty: 5353.666016
	Iteration 37Q: 3 clusters Score -8889321 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -8889406.000000 Penalty: 5353.666016
	Iteration 38Q: 3 clusters Score -8889406 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -8889482.000000 Penalty: 5353.666016
	Iteration 39Q: 3 clusters Score -8889482 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -8889558.000000 Penalty: 5353.666016
	Iteration 40F: 3 clusters Score -8889558 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -8889628.000000 Penalty: 5353.666016
	Iteration 41Q: 3 clusters Score -8889628 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -8889690.000000 Penalty: 5353.666016
	Iteration 42Q: 3 clusters Score -8889690 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -8889764.000000 Penalty: 5353.666016
	Iteration 43Q: 3 clusters Score -8889764 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33492 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -8889880.000000 Penalty: 5353.666016
	Iteration 44Q: 3 clusters Score -8889880 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -8889928.000000 Penalty: 5353.666016
	Iteration 45Q: 3 clusters Score -8889928 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -8890029.000000 Penalty: 5353.666016
	Iteration 46Q: 3 clusters Score -8890029 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34875 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8890169 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35346 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8890268 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8890450 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36423 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -8890626.000000 Penalty: 5353.666016
	Iteration 50Q: 3 clusters Score -8890626 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -8890848.000000 Penalty: 5353.666016
	Iteration 51Q: 3 clusters Score -8890848 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8891110 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8891394 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38811 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8891718 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8892043 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8892286 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40228 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8892504 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40613 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8892729 nChanged 389
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8892903 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41224 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -8893006.000000 Penalty: 5353.666016
	Iteration 60F: 3 clusters Score -8893006 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8893110 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -8893193.000000 Penalty: 5353.666016
	Iteration 62Q: 3 clusters Score -8893193 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -8893212.000000 Penalty: 5353.666016
	Iteration 63Q: 3 clusters Score -8893212 nChanged 221
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -8893263.000000 Penalty: 5353.666016
	Iteration 64Q: 3 clusters Score -8893263 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42409 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -8893317.000000 Penalty: 5353.666016
	Iteration 65Q: 3 clusters Score -8893317 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42577 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -8893330.000000 Penalty: 5353.666016
	Iteration 66Q: 3 clusters Score -8893330 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42727 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -8893323.000000 Penalty: 5353.666016
	Iteration 67Q: 3 clusters Score -8893323 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42890 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -8893326.000000 Penalty: 5353.666016
	Iteration 68Q: 3 clusters Score -8893326 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43030 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -8893351.000000 Penalty: 5353.666016
	Iteration 69Q: 3 clusters Score -8893351 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43162 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -8893364.000000 Penalty: 5353.666016
	Iteration 70Q: 3 clusters Score -8893364 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43291 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8893368 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43402 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8893377 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8893389 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43613 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -8893390.000000 Penalty: 5353.666016
	Iteration 74Q: 3 clusters Score -8893390 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43684 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8893410 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43761 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8893417 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43844 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8893400 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43913 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8893393 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8893374 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -8893385.000000 Penalty: 5353.666016
	Iteration 80F: 3 clusters Score -8893385 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44059 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8893361 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44114 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8893353 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8893344 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44214 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -8893335.000000 Penalty: 5353.666016
	Iteration 84Q: 3 clusters Score -8893335 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8893325 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -8893323.000000 Penalty: 5353.666016
	Iteration 86Q: 3 clusters Score -8893323 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44309 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -8893321.000000 Penalty: 5353.666016
	Iteration 87Q: 3 clusters Score -8893321 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44330 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8893322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44359 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -8893313.000000 Penalty: 5353.666016
	Iteration 89Q: 3 clusters Score -8893313 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44392 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -8893306.000000 Penalty: 5353.666016
	Iteration 90Q: 3 clusters Score -8893306 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -8893310.000000 Penalty: 5353.666016
	Iteration 91Q: 3 clusters Score -8893310 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -8893312.000000 Penalty: 5353.666016
	Iteration 92Q: 3 clusters Score -8893312 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -8893302.000000 Penalty: 5353.666016
	Iteration 93Q: 3 clusters Score -8893302 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44549 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -8893304.000000 Penalty: 5353.666016
	Iteration 94Q: 3 clusters Score -8893304 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44580 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -8893301.000000 Penalty: 5353.666016
	Iteration 95Q: 3 clusters Score -8893301 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8893301 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -8893299.000000 Penalty: 5353.666016
	Iteration 97Q: 3 clusters Score -8893299 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44662 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -8893294.000000 Penalty: 5353.666016
	Iteration 98Q: 3 clusters Score -8893294 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44693 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -8893291.000000 Penalty: 5353.666016
	Iteration 99Q: 3 clusters Score -8893291 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -8893295.000000 Penalty: 5353.666016
	Iteration 100F: 3 clusters Score -8893295 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44752 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -8893289.000000 Penalty: 5353.666016
	Iteration 101Q: 3 clusters Score -8893289 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -8893271.000000 Penalty: 5353.666016
	Iteration 102Q: 3 clusters Score -8893271 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -8893273.000000 Penalty: 5353.666016
	Iteration 103Q: 3 clusters Score -8893273 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8893271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -8893274.000000 Penalty: 5353.666016
	Iteration 105Q: 3 clusters Score -8893274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44872 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -8893270.000000 Penalty: 5353.666016
	Iteration 106Q: 3 clusters Score -8893270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44893 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -8893261.000000 Penalty: 5353.666016
	Iteration 107Q: 3 clusters Score -8893261 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44908 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -8893261.000000 Penalty: 5353.666016
	Iteration 108Q: 3 clusters Score -8893261 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44923 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -8893278.000000 Penalty: 5353.666016
	Iteration 109Q: 3 clusters Score -8893278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44933 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -8893273.000000 Penalty: 5353.666016
	Iteration 110Q: 3 clusters Score -8893273 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44948 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -8893256.000000 Penalty: 5353.666016
	Iteration 111Q: 3 clusters Score -8893256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44962 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -8893254.000000 Penalty: 5353.666016
	Iteration 112Q: 3 clusters Score -8893254 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8893257 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -8893228.000000 Penalty: 5353.666016
	Iteration 114Q: 3 clusters Score -8893228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45004 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -8893237.000000 Penalty: 5353.666016
	Iteration 115Q: 3 clusters Score -8893237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45014 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -8893236.000000 Penalty: 5353.666016
	Iteration 116Q: 3 clusters Score -8893236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45021 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -8893235.000000 Penalty: 5353.666016
	Iteration 117Q: 3 clusters Score -8893235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45033 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -8893231.000000 Penalty: 5353.666016
	Iteration 118Q: 3 clusters Score -8893231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45041 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -8893241.000000 Penalty: 5353.666016
	Iteration 119Q: 3 clusters Score -8893241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -8893232.000000 Penalty: 5353.666016
	Iteration 120F: 3 clusters Score -8893232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45048 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -8893235.000000 Penalty: 5353.666016
	Iteration 121Q: 3 clusters Score -8893235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -8893235.000000 Penalty: 5353.666016
	Iteration 122Q: 3 clusters Score -8893235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45061 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -8893245.000000 Penalty: 5353.666016
	Iteration 123Q: 3 clusters Score -8893245 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45070 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -8893237.000000 Penalty: 5353.666016
	Iteration 124Q: 3 clusters Score -8893237 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -8893241.000000 Penalty: 5353.666016
	Iteration 125Q: 3 clusters Score -8893241 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8893241 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8893241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45098 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -8893246.000000 Penalty: 5353.666016
	Iteration 128Q: 3 clusters Score -8893246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -8893246.000000 Penalty: 5353.666016
	Iteration 129Q: 3 clusters Score -8893246 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45109 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -8893250.000000 Penalty: 5353.666016
	Iteration 130Q: 3 clusters Score -8893250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45117 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -8893251.000000 Penalty: 5353.666016
	Iteration 131Q: 3 clusters Score -8893251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45126 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -8893258.000000 Penalty: 5353.666016
	Iteration 132Q: 3 clusters Score -8893258 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45132 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -8893255.000000 Penalty: 5353.666016
	Iteration 133Q: 3 clusters Score -8893255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45136 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -8893253.000000 Penalty: 5353.666016
	Iteration 134Q: 3 clusters Score -8893253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45141 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -8893257.000000 Penalty: 5353.666016
	Iteration 135Q: 3 clusters Score -8893257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45145 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -8893247.000000 Penalty: 5353.666016
	Iteration 136Q: 3 clusters Score -8893247 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45146 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -8893252.000000 Penalty: 5353.666016
	Iteration 137Q: 3 clusters Score -8893252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8893252 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45151 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8893253 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8893253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46502 members 
Entering Unmasked Estep 
Score: -8533597.000000 Penalty: 2665.318115
	Iteration 0F: 2 clusters Score -8533597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -8505124.000000 Penalty: 5330.636230
	Iteration 0F: 3 clusters Score -8505124 nChanged 21348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -8516829.000000 Penalty: 5330.636230
	Iteration 1F: 3 clusters Score -8516829 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -8517665.000000 Penalty: 5330.636230
	Iteration 2Q: 3 clusters Score -8517665 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -8518698.000000 Penalty: 5330.636230
	Iteration 3Q: 3 clusters Score -8518698 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23382 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -8520121.000000 Penalty: 5330.636230
	Iteration 4F: 3 clusters Score -8520121 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -8521889.000000 Penalty: 5330.636230
	Iteration 5F: 3 clusters Score -8521889 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -8523904.000000 Penalty: 5330.636230
	Iteration 6F: 3 clusters Score -8523904 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -8526113.000000 Penalty: 5330.636230
	Iteration 7F: 3 clusters Score -8526113 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -8528420.000000 Penalty: 5330.636230
	Iteration 8F: 3 clusters Score -8528420 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -8530006.000000 Penalty: 5330.636230
	Iteration 9F: 3 clusters Score -8530006 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -8531020.000000 Penalty: 5330.636230
	Iteration 10Q: 3 clusters Score -8531020 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -8531601.000000 Penalty: 5330.636230
	Iteration 11Q: 3 clusters Score -8531601 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -8531965.000000 Penalty: 5330.636230
	Iteration 12Q: 3 clusters Score -8531965 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 30276 members 
Entering Unmasked Estep 
Score: -8532263.000000 Penalty: 5330.636230
	Iteration 13Q: 3 clusters Score -8532263 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 30841 members 
Entering Unmasked Estep 
Score: -8532542.000000 Penalty: 5330.636230
	Iteration 14Q: 3 clusters Score -8532542 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -8532752.000000 Penalty: 5330.636230
	Iteration 15Q: 3 clusters Score -8532752 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 31786 members 
Entering Unmasked Estep 
Score: -8532868.000000 Penalty: 5330.636230
	Iteration 16Q: 3 clusters Score -8532868 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 32197 members 
Entering Unmasked Estep 
Score: -8532976.000000 Penalty: 5330.636230
	Iteration 17Q: 3 clusters Score -8532976 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -8533097.000000 Penalty: 5330.636230
	Iteration 18Q: 3 clusters Score -8533097 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -8533179.000000 Penalty: 5330.636230
	Iteration 19Q: 3 clusters Score -8533179 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -8533257.000000 Penalty: 5330.636230
	Iteration 20F: 3 clusters Score -8533257 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -8533314.000000 Penalty: 5330.636230
	Iteration 21Q: 3 clusters Score -8533314 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -8533375.000000 Penalty: 5330.636230
	Iteration 22Q: 3 clusters Score -8533375 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 34216 members 
Entering Unmasked Estep 
Score: -8533438.000000 Penalty: 5330.636230
	Iteration 23Q: 3 clusters Score -8533438 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 34520 members 
Entering Unmasked Estep 
Score: -8533461.000000 Penalty: 5330.636230
	Iteration 24Q: 3 clusters Score -8533461 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -8533519.000000 Penalty: 5330.636230
	Iteration 25Q: 3 clusters Score -8533519 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 35144 members 
Entering Unmasked Estep 
Score: -8533609.000000 Penalty: 5330.636230
	Iteration 26Q: 3 clusters Score -8533609 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -8533693.000000 Penalty: 5330.636230
	Iteration 27Q: 3 clusters Score -8533693 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -8533721.000000 Penalty: 5330.636230
	Iteration 28Q: 3 clusters Score -8533721 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -8533750.000000 Penalty: 5330.636230
	Iteration 29Q: 3 clusters Score -8533750 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -8533782.000000 Penalty: 5330.636230
	Iteration 30Q: 3 clusters Score -8533782 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 36566 members 
Entering Unmasked Estep 
Score: -8533823.000000 Penalty: 5330.636230
	Iteration 31Q: 3 clusters Score -8533823 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -8533906.000000 Penalty: 5330.636230
	Iteration 32Q: 3 clusters Score -8533906 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -8533928.000000 Penalty: 5330.636230
	Iteration 33Q: 3 clusters Score -8533928 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 37376 members 
Entering Unmasked Estep 
Score: -8533977.000000 Penalty: 5330.636230
	Iteration 34Q: 3 clusters Score -8533977 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -8533987.000000 Penalty: 5330.636230
	Iteration 35Q: 3 clusters Score -8533987 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
Score: -8534016.000000 Penalty: 5330.636230
	Iteration 36Q: 3 clusters Score -8534016 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -8534054.000000 Penalty: 5330.636230
	Iteration 37Q: 3 clusters Score -8534054 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -8534087.000000 Penalty: 5330.636230
	Iteration 38Q: 3 clusters Score -8534087 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -8534096.000000 Penalty: 5330.636230
	Iteration 39Q: 3 clusters Score -8534096 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -8534141.000000 Penalty: 5330.636230
	Iteration 40F: 3 clusters Score -8534141 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 39091 members 
Entering Unmasked Estep 
Score: -8534145.000000 Penalty: 5330.636230
	Iteration 41Q: 3 clusters Score -8534145 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -8534173.000000 Penalty: 5330.636230
	Iteration 42Q: 3 clusters Score -8534173 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -8534188.000000 Penalty: 5330.636230
	Iteration 43Q: 3 clusters Score -8534188 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 39628 members 
Entering Unmasked Estep 
Score: -8534185.000000 Penalty: 5330.636230
	Iteration 44Q: 3 clusters Score -8534185 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 39809 members 
Entering Unmasked Estep 
Score: -8534195.000000 Penalty: 5330.636230
	Iteration 45Q: 3 clusters Score -8534195 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -8534228.000000 Penalty: 5330.636230
	Iteration 46Q: 3 clusters Score -8534228 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 40171 members 
Entering Unmasked Estep 
Score: -8534240.000000 Penalty: 5330.636230
	Iteration 47Q: 3 clusters Score -8534240 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 40368 members 
Entering Unmasked Estep 
Score: -8534236.000000 Penalty: 5330.636230
	Iteration 48Q: 3 clusters Score -8534236 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -8534257.000000 Penalty: 5330.636230
	Iteration 49Q: 3 clusters Score -8534257 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 40759 members 
Entering Unmasked Estep 
Score: -8534276.000000 Penalty: 5330.636230
	Iteration 50Q: 3 clusters Score -8534276 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 40964 members 
Entering Unmasked Estep 
Score: -8534294.000000 Penalty: 5330.636230
	Iteration 51Q: 3 clusters Score -8534294 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 41149 members 
Entering Unmasked Estep 
Score: -8534324.000000 Penalty: 5330.636230
	Iteration 52Q: 3 clusters Score -8534324 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 41317 members 
Entering Unmasked Estep 
Score: -8534317.000000 Penalty: 5330.636230
	Iteration 53Q: 3 clusters Score -8534317 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 41467 members 
Entering Unmasked Estep 
Score: -8534294.000000 Penalty: 5330.636230
	Iteration 54Q: 3 clusters Score -8534294 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -8534305.000000 Penalty: 5330.636230
	Iteration 55Q: 3 clusters Score -8534305 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 41771 members 
Entering Unmasked Estep 
Score: -8534296.000000 Penalty: 5330.636230
	Iteration 56Q: 3 clusters Score -8534296 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 41953 members 
Entering Unmasked Estep 
Score: -8534292.000000 Penalty: 5330.636230
	Iteration 57Q: 3 clusters Score -8534292 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 42108 members 
Entering Unmasked Estep 
Score: -8534266.000000 Penalty: 5330.636230
	Iteration 58Q: 3 clusters Score -8534266 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -8534257.000000 Penalty: 5330.636230
	Iteration 59Q: 3 clusters Score -8534257 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 42365 members 
Entering Unmasked Estep 
Score: -8534253.000000 Penalty: 5330.636230
	Iteration 60F: 3 clusters Score -8534253 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 42480 members 
Entering Unmasked Estep 
Score: -8534230.000000 Penalty: 5330.636230
	Iteration 61Q: 3 clusters Score -8534230 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 42593 members 
Entering Unmasked Estep 
Score: -8534220.000000 Penalty: 5330.636230
	Iteration 62Q: 3 clusters Score -8534220 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 42716 members 
Entering Unmasked Estep 
Score: -8534202.000000 Penalty: 5330.636230
	Iteration 63Q: 3 clusters Score -8534202 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 42826 members 
Entering Unmasked Estep 
Score: -8534166.000000 Penalty: 5330.636230
	Iteration 64Q: 3 clusters Score -8534166 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 42926 members 
Entering Unmasked Estep 
Score: -8534165.000000 Penalty: 5330.636230
	Iteration 65Q: 3 clusters Score -8534165 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 43022 members 
Entering Unmasked Estep 
Score: -8534156.000000 Penalty: 5330.636230
	Iteration 66Q: 3 clusters Score -8534156 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 43132 members 
Entering Unmasked Estep 
Score: -8534116.000000 Penalty: 5330.636230
	Iteration 67Q: 3 clusters Score -8534116 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -8534108.000000 Penalty: 5330.636230
	Iteration 68Q: 3 clusters Score -8534108 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 43348 members 
Entering Unmasked Estep 
Score: -8534042.000000 Penalty: 5330.636230
	Iteration 69Q: 3 clusters Score -8534042 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 43432 members 
Entering Unmasked Estep 
Score: -8534036.000000 Penalty: 5330.636230
	Iteration 70Q: 3 clusters Score -8534036 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -8534014.000000 Penalty: 5330.636230
	Iteration 71Q: 3 clusters Score -8534014 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -8533985.000000 Penalty: 5330.636230
	Iteration 72Q: 3 clusters Score -8533985 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 43615 members 
Entering Unmasked Estep 
Score: -8533975.000000 Penalty: 5330.636230
	Iteration 73Q: 3 clusters Score -8533975 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -8533951.000000 Penalty: 5330.636230
	Iteration 74Q: 3 clusters Score -8533951 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 43732 members 
Entering Unmasked Estep 
Score: -8533929.000000 Penalty: 5330.636230
	Iteration 75Q: 3 clusters Score -8533929 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -8533894.000000 Penalty: 5330.636230
	Iteration 76Q: 3 clusters Score -8533894 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -8533870.000000 Penalty: 5330.636230
	Iteration 77Q: 3 clusters Score -8533870 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 43891 members 
Entering Unmasked Estep 
Score: -8533850.000000 Penalty: 5330.636230
	Iteration 78Q: 3 clusters Score -8533850 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -8533816.000000 Penalty: 5330.636230
	Iteration 79Q: 3 clusters Score -8533816 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 43984 members 
Entering Unmasked Estep 
Score: -8533799.000000 Penalty: 5330.636230
	Iteration 80F: 3 clusters Score -8533799 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 44019 members 
Entering Unmasked Estep 
Score: -8533790.000000 Penalty: 5330.636230
	Iteration 81Q: 3 clusters Score -8533790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 44040 members 
Entering Unmasked Estep 
Score: -8533784.000000 Penalty: 5330.636230
	Iteration 82Q: 3 clusters Score -8533784 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -8533768.000000 Penalty: 5330.636230
	Iteration 83Q: 3 clusters Score -8533768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 44086 members 
Entering Unmasked Estep 
Score: -8533753.000000 Penalty: 5330.636230
	Iteration 84Q: 3 clusters Score -8533753 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -8533709.000000 Penalty: 5330.636230
	Iteration 85Q: 3 clusters Score -8533709 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 44137 members 
Entering Unmasked Estep 
Score: -8533719.000000 Penalty: 5330.636230
	Iteration 86Q: 3 clusters Score -8533719 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 44155 members 
Entering Unmasked Estep 
Score: -8533713.000000 Penalty: 5330.636230
	Iteration 87Q: 3 clusters Score -8533713 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -8533697.000000 Penalty: 5330.636230
	Iteration 88Q: 3 clusters Score -8533697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 44193 members 
Entering Unmasked Estep 
Score: -8533676.000000 Penalty: 5330.636230
	Iteration 89Q: 3 clusters Score -8533676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 44212 members 
Entering Unmasked Estep 
Score: -8533672.000000 Penalty: 5330.636230
	Iteration 90Q: 3 clusters Score -8533672 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -8533668.000000 Penalty: 5330.636230
	Iteration 91Q: 3 clusters Score -8533668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -8533645.000000 Penalty: 5330.636230
	Iteration 92Q: 3 clusters Score -8533645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 44261 members 
Entering Unmasked Estep 
Score: -8533635.000000 Penalty: 5330.636230
	Iteration 93Q: 3 clusters Score -8533635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 44270 members 
Entering Unmasked Estep 
Score: -8533636.000000 Penalty: 5330.636230
	Iteration 94Q: 3 clusters Score -8533636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -8533638.000000 Penalty: 5330.636230
	Iteration 95Q: 3 clusters Score -8533638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 44294 members 
Entering Unmasked Estep 
Score: -8533632.000000 Penalty: 5330.636230
	Iteration 96Q: 3 clusters Score -8533632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 44308 members 
Entering Unmasked Estep 
Score: -8533619.000000 Penalty: 5330.636230
	Iteration 97Q: 3 clusters Score -8533619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 44318 members 
Entering Unmasked Estep 
Score: -8533624.000000 Penalty: 5330.636230
	Iteration 98Q: 3 clusters Score -8533624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
Score: -8533614.000000 Penalty: 5330.636230
	Iteration 99Q: 3 clusters Score -8533614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -8533613.000000 Penalty: 5330.636230
	Iteration 100F: 3 clusters Score -8533613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 44355 members 
Entering Unmasked Estep 
Score: -8533596.000000 Penalty: 5330.636230
	Iteration 101Q: 3 clusters Score -8533596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 44366 members 
Entering Unmasked Estep 
Score: -8533586.000000 Penalty: 5330.636230
	Iteration 102Q: 3 clusters Score -8533586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 44374 members 
Entering Unmasked Estep 
Score: -8533580.000000 Penalty: 5330.636230
	Iteration 103Q: 3 clusters Score -8533580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 44377 members 
Entering Unmasked Estep 
Score: -8533572.000000 Penalty: 5330.636230
	Iteration 104Q: 3 clusters Score -8533572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 44382 members 
Entering Unmasked Estep 
Score: -8533564.000000 Penalty: 5330.636230
	Iteration 105Q: 3 clusters Score -8533564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 44388 members 
Entering Unmasked Estep 
Score: -8533566.000000 Penalty: 5330.636230
	Iteration 106Q: 3 clusters Score -8533566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -8533548.000000 Penalty: 5330.636230
	Iteration 107Q: 3 clusters Score -8533548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -8533550.000000 Penalty: 5330.636230
	Iteration 108Q: 3 clusters Score -8533550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -8533551.000000 Penalty: 5330.636230
	Iteration 109Q: 3 clusters Score -8533551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 44414 members 
Entering Unmasked Estep 
Score: -8533541.000000 Penalty: 5330.636230
	Iteration 110Q: 3 clusters Score -8533541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -8533543.000000 Penalty: 5330.636230
	Iteration 111Q: 3 clusters Score -8533543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 44423 members 
Entering Unmasked Estep 
Score: -8533535.000000 Penalty: 5330.636230
	Iteration 112Q: 3 clusters Score -8533535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 44431 members 
Entering Unmasked Estep 
Score: -8533525.000000 Penalty: 5330.636230
	Iteration 113Q: 3 clusters Score -8533525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -8533522.000000 Penalty: 5330.636230
	Iteration 114Q: 3 clusters Score -8533522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 44441 members 
Entering Unmasked Estep 
Score: -8533515.000000 Penalty: 5330.636230
	Iteration 115Q: 3 clusters Score -8533515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 44446 members 
Entering Unmasked Estep 
Score: -8533518.000000 Penalty: 5330.636230
	Iteration 116Q: 3 clusters Score -8533518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 44448 members 
Entering Unmasked Estep 
Score: -8533517.000000 Penalty: 5330.636230
	Iteration 117Q: 3 clusters Score -8533517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 44449 members 
Entering Unmasked Estep 
Score: -8533517.000000 Penalty: 5330.636230
	Iteration 118Q: 3 clusters Score -8533517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 44450 members 
Entering Unmasked Estep 
Score: -8533515.000000 Penalty: 5330.636230
	Iteration 119Q: 3 clusters Score -8533515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -8533522.000000 Penalty: 5330.636230
	Iteration 120F: 3 clusters Score -8533522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 44455 members 
Entering Unmasked Estep 
Score: -8533515.000000 Penalty: 5330.636230
	Iteration 121Q: 3 clusters Score -8533515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
Score: -8533505.000000 Penalty: 5330.636230
	Iteration 122Q: 3 clusters Score -8533505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
Score: -8533505.000000 Penalty: 5330.636230
	Iteration 123F: 3 clusters Score -8533505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (49503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49503 members 
Entering Unmasked Estep 
Score: -9024969.000000 Penalty: 2680.827637
	Iteration 0F: 2 clusters Score -9024969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -8993693.000000 Penalty: 5361.655273
	Iteration 0F: 3 clusters Score -8993693 nChanged 22978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -9006618.000000 Penalty: 5361.655273
	Iteration 1F: 3 clusters Score -9006618 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -9007293.000000 Penalty: 5361.655273
	Iteration 2Q: 3 clusters Score -9007293 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -9008218.000000 Penalty: 5361.655273
	Iteration 3Q: 3 clusters Score -9008218 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -9009637.000000 Penalty: 5361.655273
	Iteration 4F: 3 clusters Score -9009637 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -9011787.000000 Penalty: 5361.655273
	Iteration 5F: 3 clusters Score -9011787 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38641 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -9014938.000000 Penalty: 5361.655273
	Iteration 6F: 3 clusters Score -9014938 nChanged 3827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42440 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -9018384.000000 Penalty: 5361.655273
	Iteration 7F: 3 clusters Score -9018384 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -9020898.000000 Penalty: 5361.655273
	Iteration 8F: 3 clusters Score -9020898 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47346 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -9022082.000000 Penalty: 5361.655273
	Iteration 9Q: 3 clusters Score -9022082 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48244 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -9022510.000000 Penalty: 5361.655273
	Iteration 10Q: 3 clusters Score -9022510 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48657 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -9022731.000000 Penalty: 5361.655273
	Iteration 11Q: 3 clusters Score -9022731 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48846 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -9022859.000000 Penalty: 5361.655273
	Iteration 12Q: 3 clusters Score -9022859 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48935 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -9022927.000000 Penalty: 5361.655273
	Iteration 13Q: 3 clusters Score -9022927 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48995 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -9022965.000000 Penalty: 5361.655273
	Iteration 14Q: 3 clusters Score -9022965 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49032 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -9023016.000000 Penalty: 5361.655273
	Iteration 15Q: 3 clusters Score -9023016 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49050 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -9023027.000000 Penalty: 5361.655273
	Iteration 16Q: 3 clusters Score -9023027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49060 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -9023042.000000 Penalty: 5361.655273
	Iteration 17Q: 3 clusters Score -9023042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49061 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -9023053.000000 Penalty: 5361.655273
	Iteration 18Q: 3 clusters Score -9023053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49060 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -9023056.000000 Penalty: 5361.655273
	Iteration 19Q: 3 clusters Score -9023056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49062 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -9023068.000000 Penalty: 5361.655273
	Iteration 20F: 3 clusters Score -9023068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49063 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -9023073.000000 Penalty: 5361.655273
	Iteration 21Q: 3 clusters Score -9023073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49064 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -9023067.000000 Penalty: 5361.655273
	Iteration 22Q: 3 clusters Score -9023067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49064 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -9023068.000000 Penalty: 5361.655273
	Iteration 23Q: 3 clusters Score -9023068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49063 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -9023067.000000 Penalty: 5361.655273
	Iteration 24Q: 3 clusters Score -9023067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49063 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -9023074.000000 Penalty: 5361.655273
	Iteration 25Q: 3 clusters Score -9023074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49063 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -9023074.000000 Penalty: 5361.655273
	Iteration 26F: 3 clusters Score -9023074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -71848.289062 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -71848.29 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 323 members 
Entering Unmasked Estep 
Score: -70318.882812 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -70318.88 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -70778.171875 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -70778.17 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -71092.078125 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -71092.08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -71312.257812 Penalty: 3216.379150
	Iteration 3F: 3 clusters Score -71312.26 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -71530.945312 Penalty: 3216.379150
	Iteration 4Q: 3 clusters Score -71530.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -71641.765625 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -71641.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -71723.679688 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -71723.68 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -71782.125000 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -71782.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -71797.351562 Penalty: 3216.379150
	Iteration 8Q: 3 clusters Score -71797.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -71803.351562 Penalty: 3216.379150
	Iteration 9Q: 3 clusters Score -71803.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -71806.851562 Penalty: 3216.379150
	Iteration 10Q: 3 clusters Score -71806.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -71808.250000 Penalty: 3216.379150
	Iteration 11Q: 3 clusters Score -71808.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -71811.757812 Penalty: 3216.379150
	Iteration 12Q: 3 clusters Score -71811.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -71811.757812 Penalty: 3216.379150
	Iteration 13F: 3 clusters Score -71811.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (46797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46797 members 
Entering Unmasked Estep 
Score: -8511570.000000 Penalty: 2666.886475
	Iteration 0F: 2 clusters Score -8511570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23372 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -8481154.000000 Penalty: 5333.772949
	Iteration 0F: 3 clusters Score -8481154 nChanged 21416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -8492887.000000 Penalty: 5333.772949
	Iteration 1F: 3 clusters Score -8492887 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -8493265.000000 Penalty: 5333.772949
	Iteration 2Q: 3 clusters Score -8493265 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -8493657.000000 Penalty: 5333.772949
	Iteration 3Q: 3 clusters Score -8493657 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 24902 members 
Entering Unmasked Estep 
Score: -8494052.000000 Penalty: 5333.772949
	Iteration 4Q: 3 clusters Score -8494052 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -8494501.000000 Penalty: 5333.772949
	Iteration 5Q: 3 clusters Score -8494501 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20247 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -8495074.000000 Penalty: 5333.772949
	Iteration 6Q: 3 clusters Score -8495074 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -8495866.000000 Penalty: 5333.772949
	Iteration 7Q: 3 clusters Score -8495866 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 29414 members 
Entering Unmasked Estep 
Score: -8497026.000000 Penalty: 5333.772949
	Iteration 8Q: 3 clusters Score -8497026 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 31446 members 
Entering Unmasked Estep 
Score: -8498607.000000 Penalty: 5333.772949
	Iteration 9Q: 3 clusters Score -8498607 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -8500613.000000 Penalty: 5333.772949
	Iteration 10F: 3 clusters Score -8500613 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -8502626.000000 Penalty: 5333.772949
	Iteration 11F: 3 clusters Score -8502626 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -8504418.000000 Penalty: 5333.772949
	Iteration 12F: 3 clusters Score -8504418 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -8505883.000000 Penalty: 5333.772949
	Iteration 13Q: 3 clusters Score -8505883 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -8506935.000000 Penalty: 5333.772949
	Iteration 14Q: 3 clusters Score -8506935 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -8507664.000000 Penalty: 5333.772949
	Iteration 15Q: 3 clusters Score -8507664 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -8508181.000000 Penalty: 5333.772949
	Iteration 16Q: 3 clusters Score -8508181 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 44379 members 
Entering Unmasked Estep 
Score: -8508508.000000 Penalty: 5333.772949
	Iteration 17Q: 3 clusters Score -8508508 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -8508698.000000 Penalty: 5333.772949
	Iteration 18Q: 3 clusters Score -8508698 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 45146 members 
Entering Unmasked Estep 
Score: -8508860.000000 Penalty: 5333.772949
	Iteration 19Q: 3 clusters Score -8508860 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 45411 members 
Entering Unmasked Estep 
Score: -8509042.000000 Penalty: 5333.772949
	Iteration 20F: 3 clusters Score -8509042 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 45586 members 
Entering Unmasked Estep 
Score: -8509134.000000 Penalty: 5333.772949
	Iteration 21Q: 3 clusters Score -8509134 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 45697 members 
Entering Unmasked Estep 
Score: -8509186.000000 Penalty: 5333.772949
	Iteration 22Q: 3 clusters Score -8509186 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 45773 members 
Entering Unmasked Estep 
Score: -8509230.000000 Penalty: 5333.772949
	Iteration 23Q: 3 clusters Score -8509230 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 45829 members 
Entering Unmasked Estep 
Score: -8509266.000000 Penalty: 5333.772949
	Iteration 24Q: 3 clusters Score -8509266 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 45872 members 
Entering Unmasked Estep 
Score: -8509294.000000 Penalty: 5333.772949
	Iteration 25Q: 3 clusters Score -8509294 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 45900 members 
Entering Unmasked Estep 
Score: -8509290.000000 Penalty: 5333.772949
	Iteration 26Q: 3 clusters Score -8509290 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 45925 members 
Entering Unmasked Estep 
Score: -8509322.000000 Penalty: 5333.772949
	Iteration 27Q: 3 clusters Score -8509322 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 45952 members 
Entering Unmasked Estep 
Score: -8509351.000000 Penalty: 5333.772949
	Iteration 28Q: 3 clusters Score -8509351 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 45978 members 
Entering Unmasked Estep 
Score: -8509364.000000 Penalty: 5333.772949
	Iteration 29Q: 3 clusters Score -8509364 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 46004 members 
Entering Unmasked Estep 
Score: -8509383.000000 Penalty: 5333.772949
	Iteration 30Q: 3 clusters Score -8509383 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 46019 members 
Entering Unmasked Estep 
Score: -8509401.000000 Penalty: 5333.772949
	Iteration 31Q: 3 clusters Score -8509401 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 46037 members 
Entering Unmasked Estep 
Score: -8509416.000000 Penalty: 5333.772949
	Iteration 32Q: 3 clusters Score -8509416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -8509420.000000 Penalty: 5333.772949
	Iteration 33Q: 3 clusters Score -8509420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 46061 members 
Entering Unmasked Estep 
Score: -8509427.000000 Penalty: 5333.772949
	Iteration 34Q: 3 clusters Score -8509427 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 46068 members 
Entering Unmasked Estep 
Score: -8509435.000000 Penalty: 5333.772949
	Iteration 35Q: 3 clusters Score -8509435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 46074 members 
Entering Unmasked Estep 
Score: -8509442.000000 Penalty: 5333.772949
	Iteration 36Q: 3 clusters Score -8509442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 46077 members 
Entering Unmasked Estep 
Score: -8509444.000000 Penalty: 5333.772949
	Iteration 37Q: 3 clusters Score -8509444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 46087 members 
Entering Unmasked Estep 
Score: -8509458.000000 Penalty: 5333.772949
	Iteration 38Q: 3 clusters Score -8509458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 46088 members 
Entering Unmasked Estep 
Score: -8509459.000000 Penalty: 5333.772949
	Iteration 39Q: 3 clusters Score -8509459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 46092 members 
Entering Unmasked Estep 
Score: -8509461.000000 Penalty: 5333.772949
	Iteration 40F: 3 clusters Score -8509461 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -8509462.000000 Penalty: 5333.772949
	Iteration 41Q: 3 clusters Score -8509462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -8509460.000000 Penalty: 5333.772949
	Iteration 42Q: 3 clusters Score -8509460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -8509471.000000 Penalty: 5333.772949
	Iteration 43Q: 3 clusters Score -8509471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 46112 members 
Entering Unmasked Estep 
Score: -8509481.000000 Penalty: 5333.772949
	Iteration 44Q: 3 clusters Score -8509481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 46113 members 
Entering Unmasked Estep 
Score: -8509488.000000 Penalty: 5333.772949
	Iteration 45Q: 3 clusters Score -8509488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 46116 members 
Entering Unmasked Estep 
Score: -8509482.000000 Penalty: 5333.772949
	Iteration 46Q: 3 clusters Score -8509482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 46118 members 
Entering Unmasked Estep 
Score: -8509480.000000 Penalty: 5333.772949
	Iteration 47Q: 3 clusters Score -8509480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 46120 members 
Entering Unmasked Estep 
Score: -8509480.000000 Penalty: 5333.772949
	Iteration 48Q: 3 clusters Score -8509480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 46121 members 
Entering Unmasked Estep 
Score: -8509474.000000 Penalty: 5333.772949
	Iteration 49Q: 3 clusters Score -8509474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 46120 members 
Entering Unmasked Estep 
Score: -8509477.000000 Penalty: 5333.772949
	Iteration 50Q: 3 clusters Score -8509477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
Score: -8509483.000000 Penalty: 5333.772949
	Iteration 51Q: 3 clusters Score -8509483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
Score: -8509483.000000 Penalty: 5333.772949
	Iteration 52F: 3 clusters Score -8509483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Entering Unmasked Estep 
Score: -211879.281250 Penalty: 1780.090088
	Iteration 0F: 2 clusters Score -211879.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -209864.390625 Penalty: 3560.180176
	Iteration 0F: 3 clusters Score -209864.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -210358.390625 Penalty: 3560.180176
	Iteration 1F: 3 clusters Score -210358.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -210604.437500 Penalty: 3560.180176
	Iteration 2F: 3 clusters Score -210604.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -210759.125000 Penalty: 3560.180176
	Iteration 3F: 3 clusters Score -210759.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -210848.390625 Penalty: 3560.180176
	Iteration 4Q: 3 clusters Score -210848.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -210921.078125 Penalty: 3560.180176
	Iteration 5Q: 3 clusters Score -210921.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -210983.703125 Penalty: 3560.180176
	Iteration 6Q: 3 clusters Score -210983.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -211036.796875 Penalty: 3560.180176
	Iteration 7Q: 3 clusters Score -211036.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -211074.484375 Penalty: 3560.180176
	Iteration 8Q: 3 clusters Score -211074.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -211096.343750 Penalty: 3560.180176
	Iteration 9Q: 3 clusters Score -211096.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -211111.953125 Penalty: 3560.180176
	Iteration 10Q: 3 clusters Score -211112 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -211131.296875 Penalty: 3560.180176
	Iteration 11Q: 3 clusters Score -211131.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -211145.312500 Penalty: 3560.180176
	Iteration 12Q: 3 clusters Score -211145.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -211157.343750 Penalty: 3560.180176
	Iteration 13Q: 3 clusters Score -211157.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -211167.437500 Penalty: 3560.180176
	Iteration 14Q: 3 clusters Score -211167.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -211170.046875 Penalty: 3560.180176
	Iteration 15Q: 3 clusters Score -211170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -211173.359375 Penalty: 3560.180176
	Iteration 16Q: 3 clusters Score -211173.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -211176.468750 Penalty: 3560.180176
	Iteration 17Q: 3 clusters Score -211176.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -211182.968750 Penalty: 3560.180176
	Iteration 18Q: 3 clusters Score -211183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -211191.859375 Penalty: 3560.180176
	Iteration 19Q: 3 clusters Score -211191.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -211203.593750 Penalty: 3560.180176
	Iteration 20F: 3 clusters Score -211203.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -211213.328125 Penalty: 3560.180176
	Iteration 21Q: 3 clusters Score -211213.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -211220.031250 Penalty: 3560.180176
	Iteration 22Q: 3 clusters Score -211220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -211224.531250 Penalty: 3560.180176
	Iteration 23Q: 3 clusters Score -211224.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -211227.937500 Penalty: 3560.180176
	Iteration 24Q: 3 clusters Score -211227.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -211229.031250 Penalty: 3560.180176
	Iteration 25Q: 3 clusters Score -211229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -211231.937500 Penalty: 3560.180176
	Iteration 26Q: 3 clusters Score -211231.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -211234.187500 Penalty: 3560.180176
	Iteration 27Q: 3 clusters Score -211234.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -211240.890625 Penalty: 3560.180176
	Iteration 28Q: 3 clusters Score -211240.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -211249.578125 Penalty: 3560.180176
	Iteration 29Q: 3 clusters Score -211249.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -211258.562500 Penalty: 3560.180176
	Iteration 30Q: 3 clusters Score -211258.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -211272.218750 Penalty: 3560.180176
	Iteration 31Q: 3 clusters Score -211272.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -211285.296875 Penalty: 3560.180176
	Iteration 32Q: 3 clusters Score -211285.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -211295.031250 Penalty: 3560.180176
	Iteration 33Q: 3 clusters Score -211295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -211298.531250 Penalty: 3560.180176
	Iteration 34Q: 3 clusters Score -211298.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -211302.937500 Penalty: 3560.180176
	Iteration 35Q: 3 clusters Score -211302.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -211303.875000 Penalty: 3560.180176
	Iteration 36Q: 3 clusters Score -211303.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -211305.750000 Penalty: 3560.180176
	Iteration 37Q: 3 clusters Score -211305.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -211306.671875 Penalty: 3560.180176
	Iteration 38Q: 3 clusters Score -211306.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -211307.593750 Penalty: 3560.180176
	Iteration 39Q: 3 clusters Score -211307.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -211307.593750 Penalty: 3560.180176
	Iteration 40F: 3 clusters Score -211307.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -101281.945312 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -101281.9 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 304 members 
Entering Unmasked Estep 
Score: -99670.898438 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -99670.9 nChanged 108
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: -99862.898438 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -99862.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -99921.875000 Penalty: 3158.620605
	Iteration 2F: 3 clusters Score -99921.88 nChanged 9
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: -99940.539062 Penalty: 3158.620605
	Iteration 3Q: 3 clusters Score -99940.54 nChanged 3
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: -99944.359375 Penalty: 3158.620605
	Iteration 4Q: 3 clusters Score -99944.36 nChanged 3
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: -99950.210938 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -99950.21 nChanged 1
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: -99951.734375 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -99951.73 nChanged 0
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: -99951.734375 Penalty: 3158.620605
	Iteration 7F: 3 clusters Score -99951.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Entering Unmasked Estep 
Score: -97667.242188 Penalty: 1623.602783
	Iteration 0F: 2 clusters Score -97667.24 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 337 members 
Entering Unmasked Estep 
Score: -96120.648438 Penalty: 3247.205566
	Iteration 0F: 3 clusters Score -96120.65 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -96579.828125 Penalty: 3247.205566
	Iteration 1F: 3 clusters Score -96579.83 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -96800.203125 Penalty: 3247.205566
	Iteration 2F: 3 clusters Score -96800.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -96902.757812 Penalty: 3247.205566
	Iteration 3Q: 3 clusters Score -96902.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -96973.835938 Penalty: 3247.205566
	Iteration 4Q: 3 clusters Score -96973.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -97009.203125 Penalty: 3247.205566
	Iteration 5Q: 3 clusters Score -97009.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -97111.054688 Penalty: 3247.205566
	Iteration 6Q: 3 clusters Score -97111.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -97170.734375 Penalty: 3247.205566
	Iteration 7Q: 3 clusters Score -97170.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -97193.718750 Penalty: 3247.205566
	Iteration 8Q: 3 clusters Score -97193.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -97201.562500 Penalty: 3247.205566
	Iteration 9Q: 3 clusters Score -97201.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -97212.015625 Penalty: 3247.205566
	Iteration 10Q: 3 clusters Score -97212.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -97214.476562 Penalty: 3247.205566
	Iteration 11Q: 3 clusters Score -97214.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -97216.179688 Penalty: 3247.205566
	Iteration 12Q: 3 clusters Score -97216.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -97216.179688 Penalty: 3247.205566
	Iteration 13F: 3 clusters Score -97216.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Entering Unmasked Estep 
Score: -102441.585938 Penalty: 1583.946045
	Iteration 0F: 2 clusters Score -102441.6 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 287 members 
Entering Unmasked Estep 
Score: -100861.304688 Penalty: 3167.892090
	Iteration 0F: 3 clusters Score -100861.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -101014.031250 Penalty: 3167.892090
	Iteration 1F: 3 clusters Score -101014 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -101104.046875 Penalty: 3167.892090
	Iteration 2F: 3 clusters Score -101104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -101200.460938 Penalty: 3167.892090
	Iteration 3Q: 3 clusters Score -101200.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -101233.835938 Penalty: 3167.892090
	Iteration 4Q: 3 clusters Score -101233.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -101247.203125 Penalty: 3167.892090
	Iteration 5Q: 3 clusters Score -101247.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -101253.101562 Penalty: 3167.892090
	Iteration 6Q: 3 clusters Score -101253.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -101261.437500 Penalty: 3167.892090
	Iteration 7Q: 3 clusters Score -101261.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -101269.695312 Penalty: 3167.892090
	Iteration 8Q: 3 clusters Score -101269.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -101276.125000 Penalty: 3167.892090
	Iteration 9Q: 3 clusters Score -101276.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -101279.929688 Penalty: 3167.892090
	Iteration 10Q: 3 clusters Score -101279.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -101281.500000 Penalty: 3167.892090
	Iteration 11Q: 3 clusters Score -101281.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -101282.593750 Penalty: 3167.892090
	Iteration 12Q: 3 clusters Score -101282.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -101282.593750 Penalty: 3167.892090
	Iteration 13F: 3 clusters Score -101282.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Entering Unmasked Estep 
Score: -104946.679688 Penalty: 1642.768188
	Iteration 0F: 2 clusters Score -104946.7 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 368 members 
Entering Unmasked Estep 
Score: -103317.265625 Penalty: 3285.536377
	Iteration 0F: 3 clusters Score -103317.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -103839.875000 Penalty: 3285.536377
	Iteration 1F: 3 clusters Score -103839.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -104203.007812 Penalty: 3285.536377
	Iteration 2F: 3 clusters Score -104203 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -104481.554688 Penalty: 3285.536377
	Iteration 3F: 3 clusters Score -104481.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -104692.148438 Penalty: 3285.536377
	Iteration 4Q: 3 clusters Score -104692.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -104884.460938 Penalty: 3285.536377
	Iteration 5Q: 3 clusters Score -104884.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -105025.140625 Penalty: 3285.536377
	Iteration 6Q: 3 clusters Score -105025.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -105093.203125 Penalty: 3285.536377
	Iteration 7Q: 3 clusters Score -105093.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -105133.085938 Penalty: 3285.536377
	Iteration 8Q: 3 clusters Score -105133.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -105169.062500 Penalty: 3285.536377
	Iteration 9Q: 3 clusters Score -105169.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -105185.570312 Penalty: 3285.536377
	Iteration 10Q: 3 clusters Score -105185.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -105209.015625 Penalty: 3285.536377
	Iteration 11Q: 3 clusters Score -105209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -105235.101562 Penalty: 3285.536377
	Iteration 12Q: 3 clusters Score -105235.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -105269.656250 Penalty: 3285.536377
	Iteration 13Q: 3 clusters Score -105269.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -105298.578125 Penalty: 3285.536377
	Iteration 14Q: 3 clusters Score -105298.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -105309.281250 Penalty: 3285.536377
	Iteration 15Q: 3 clusters Score -105309.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -105313.296875 Penalty: 3285.536377
	Iteration 16Q: 3 clusters Score -105313.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -105322.039062 Penalty: 3285.536377
	Iteration 17Q: 3 clusters Score -105322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -105343.085938 Penalty: 3285.536377
	Iteration 18Q: 3 clusters Score -105343.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -105350.445312 Penalty: 3285.536377
	Iteration 19Q: 3 clusters Score -105350.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -105352.867188 Penalty: 3285.536377
	Iteration 20F: 3 clusters Score -105352.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -105364.195312 Penalty: 3285.536377
	Iteration 21Q: 3 clusters Score -105364.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -105371.203125 Penalty: 3285.536377
	Iteration 22Q: 3 clusters Score -105371.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -105376.312500 Penalty: 3285.536377
	Iteration 23Q: 3 clusters Score -105376.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -105378.703125 Penalty: 3285.536377
	Iteration 24Q: 3 clusters Score -105378.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -105387.023438 Penalty: 3285.536377
	Iteration 25Q: 3 clusters Score -105387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -105387.023438 Penalty: 3285.536377
	Iteration 26F: 3 clusters Score -105387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46828 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 48712 members 
Mstep: Class 5 contains 46502 members 
Mstep: Class 6 contains 49503 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 46797 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 697 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 375 members 
Mstep: Class 14 contains 47002 members 
Mstep: Class 15 contains 48508 members 
Mstep: Class 16 contains 29838 members 
Mstep: Class 17 contains 45989 members 
Mstep: Class 18 contains 1292 members 
Mstep: Class 19 contains 50994 members 
Mstep: Class 20 contains 378 members 
Mstep: Class 22 contains 48217 members 
Mstep: Class 23 contains 54402 members 
Mstep: Class 24 contains 45732 members 
Entering Unmasked Estep 
Score: -111185832.000000 Penalty: 76057.484375
Splitting cluster 13 changes total score from -111186848.000000 to -111185832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (47002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47002 members 
Entering Unmasked Estep 
Score: -8587098.000000 Penalty: 2667.970459
	Iteration 0F: 2 clusters Score -8587098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -8557196.000000 Penalty: 5335.940918
	Iteration 0F: 3 clusters Score -8557196 nChanged 21715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -8569263.000000 Penalty: 5335.940918
	Iteration 1F: 3 clusters Score -8569263 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 24844 members 
Entering Unmasked Estep 
Score: -8569981.000000 Penalty: 5335.940918
	Iteration 2Q: 3 clusters Score -8569981 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -8570738.000000 Penalty: 5335.940918
	Iteration 3Q: 3 clusters Score -8570738 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -8571874.000000 Penalty: 5335.940918
	Iteration 4Q: 3 clusters Score -8571874 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -8573451.000000 Penalty: 5335.940918
	Iteration 5F: 3 clusters Score -8573451 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -8575866.000000 Penalty: 5335.940918
	Iteration 6F: 3 clusters Score -8575866 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -8578929.000000 Penalty: 5335.940918
	Iteration 7F: 3 clusters Score -8578929 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -8582087.000000 Penalty: 5335.940918
	Iteration 8F: 3 clusters Score -8582087 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 37518 members 
Entering Unmasked Estep 
Score: -8584563.000000 Penalty: 5335.940918
	Iteration 9F: 3 clusters Score -8584563 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 38626 members 
Entering Unmasked Estep 
Score: -8585853.000000 Penalty: 5335.940918
	Iteration 10Q: 3 clusters Score -8585853 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -8586321.000000 Penalty: 5335.940918
	Iteration 11Q: 3 clusters Score -8586321 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -8586602.000000 Penalty: 5335.940918
	Iteration 12Q: 3 clusters Score -8586602 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 40240 members 
Entering Unmasked Estep 
Score: -8586771.000000 Penalty: 5335.940918
	Iteration 13Q: 3 clusters Score -8586771 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -8586869.000000 Penalty: 5335.940918
	Iteration 14Q: 3 clusters Score -8586869 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 40978 members 
Entering Unmasked Estep 
Score: -8586925.000000 Penalty: 5335.940918
	Iteration 15Q: 3 clusters Score -8586925 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 41328 members 
Entering Unmasked Estep 
Score: -8586952.000000 Penalty: 5335.940918
	Iteration 16Q: 3 clusters Score -8586952 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 41637 members 
Entering Unmasked Estep 
Score: -8586998.000000 Penalty: 5335.940918
	Iteration 17Q: 3 clusters Score -8586998 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -8586977.000000 Penalty: 5335.940918
	Iteration 18Q: 3 clusters Score -8586977 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -8586978.000000 Penalty: 5335.940918
	Iteration 19Q: 3 clusters Score -8586978 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 42359 members 
Entering Unmasked Estep 
Score: -8587023.000000 Penalty: 5335.940918
	Iteration 20F: 3 clusters Score -8587023 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 42546 members 
Entering Unmasked Estep 
Score: -8587025.000000 Penalty: 5335.940918
	Iteration 21Q: 3 clusters Score -8587025 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 42686 members 
Entering Unmasked Estep 
Score: -8587010.000000 Penalty: 5335.940918
	Iteration 22Q: 3 clusters Score -8587010 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 42817 members 
Entering Unmasked Estep 
Score: -8587017.000000 Penalty: 5335.940918
	Iteration 23Q: 3 clusters Score -8587017 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 42926 members 
Entering Unmasked Estep 
Score: -8587035.000000 Penalty: 5335.940918
	Iteration 24Q: 3 clusters Score -8587035 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 43024 members 
Entering Unmasked Estep 
Score: -8587038.000000 Penalty: 5335.940918
	Iteration 25Q: 3 clusters Score -8587038 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -8587034.000000 Penalty: 5335.940918
	Iteration 26Q: 3 clusters Score -8587034 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -8587031.000000 Penalty: 5335.940918
	Iteration 27Q: 3 clusters Score -8587031 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -8587011.000000 Penalty: 5335.940918
	Iteration 28Q: 3 clusters Score -8587011 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 43295 members 
Entering Unmasked Estep 
Score: -8587029.000000 Penalty: 5335.940918
	Iteration 29Q: 3 clusters Score -8587029 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 43351 members 
Entering Unmasked Estep 
Score: -8587019.000000 Penalty: 5335.940918
	Iteration 30Q: 3 clusters Score -8587019 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 43398 members 
Entering Unmasked Estep 
Score: -8587011.000000 Penalty: 5335.940918
	Iteration 31Q: 3 clusters Score -8587011 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 43441 members 
Entering Unmasked Estep 
Score: -8587012.000000 Penalty: 5335.940918
	Iteration 32Q: 3 clusters Score -8587012 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -8586999.000000 Penalty: 5335.940918
	Iteration 33Q: 3 clusters Score -8586999 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 43544 members 
Entering Unmasked Estep 
Score: -8586982.000000 Penalty: 5335.940918
	Iteration 34Q: 3 clusters Score -8586982 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 43580 members 
Entering Unmasked Estep 
Score: -8586972.000000 Penalty: 5335.940918
	Iteration 35Q: 3 clusters Score -8586972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -8586980.000000 Penalty: 5335.940918
	Iteration 36Q: 3 clusters Score -8586980 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 43634 members 
Entering Unmasked Estep 
Score: -8586974.000000 Penalty: 5335.940918
	Iteration 37Q: 3 clusters Score -8586974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 43657 members 
Entering Unmasked Estep 
Score: -8586974.000000 Penalty: 5335.940918
	Iteration 38Q: 3 clusters Score -8586974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 43681 members 
Entering Unmasked Estep 
Score: -8586962.000000 Penalty: 5335.940918
	Iteration 39Q: 3 clusters Score -8586962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -8586972.000000 Penalty: 5335.940918
	Iteration 40F: 3 clusters Score -8586972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -8586962.000000 Penalty: 5335.940918
	Iteration 41Q: 3 clusters Score -8586962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 43741 members 
Entering Unmasked Estep 
Score: -8586972.000000 Penalty: 5335.940918
	Iteration 42Q: 3 clusters Score -8586972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 43760 members 
Entering Unmasked Estep 
Score: -8586964.000000 Penalty: 5335.940918
	Iteration 43Q: 3 clusters Score -8586964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 43785 members 
Entering Unmasked Estep 
Score: -8586957.000000 Penalty: 5335.940918
	Iteration 44Q: 3 clusters Score -8586957 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 43810 members 
Entering Unmasked Estep 
Score: -8586948.000000 Penalty: 5335.940918
	Iteration 45Q: 3 clusters Score -8586948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -8586943.000000 Penalty: 5335.940918
	Iteration 46Q: 3 clusters Score -8586943 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 43863 members 
Entering Unmasked Estep 
Score: -8586946.000000 Penalty: 5335.940918
	Iteration 47Q: 3 clusters Score -8586946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -8586961.000000 Penalty: 5335.940918
	Iteration 48Q: 3 clusters Score -8586961 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -8586961.000000 Penalty: 5335.940918
	Iteration 49Q: 3 clusters Score -8586961 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
Score: -8586967.000000 Penalty: 5335.940918
	Iteration 50Q: 3 clusters Score -8586967 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 43981 members 
Entering Unmasked Estep 
Score: -8586934.000000 Penalty: 5335.940918
	Iteration 51Q: 3 clusters Score -8586934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 44003 members 
Entering Unmasked Estep 
Score: -8586925.000000 Penalty: 5335.940918
	Iteration 52Q: 3 clusters Score -8586925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 44020 members 
Entering Unmasked Estep 
Score: -8586915.000000 Penalty: 5335.940918
	Iteration 53Q: 3 clusters Score -8586915 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 44037 members 
Entering Unmasked Estep 
Score: -8586918.000000 Penalty: 5335.940918
	Iteration 54Q: 3 clusters Score -8586918 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 44067 members 
Entering Unmasked Estep 
Score: -8586914.000000 Penalty: 5335.940918
	Iteration 55Q: 3 clusters Score -8586914 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 44094 members 
Entering Unmasked Estep 
Score: -8586916.000000 Penalty: 5335.940918
	Iteration 56Q: 3 clusters Score -8586916 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -8586923.000000 Penalty: 5335.940918
	Iteration 57Q: 3 clusters Score -8586923 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
Score: -8586900.000000 Penalty: 5335.940918
	Iteration 58Q: 3 clusters Score -8586900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 44183 members 
Entering Unmasked Estep 
Score: -8586895.000000 Penalty: 5335.940918
	Iteration 59Q: 3 clusters Score -8586895 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -8586885.000000 Penalty: 5335.940918
	Iteration 60F: 3 clusters Score -8586885 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -8586879.000000 Penalty: 5335.940918
	Iteration 61Q: 3 clusters Score -8586879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -8586890.000000 Penalty: 5335.940918
	Iteration 62Q: 3 clusters Score -8586890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 44237 members 
Entering Unmasked Estep 
Score: -8586880.000000 Penalty: 5335.940918
	Iteration 63Q: 3 clusters Score -8586880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -8586875.000000 Penalty: 5335.940918
	Iteration 64Q: 3 clusters Score -8586875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 44253 members 
Entering Unmasked Estep 
Score: -8586876.000000 Penalty: 5335.940918
	Iteration 65Q: 3 clusters Score -8586876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 44262 members 
Entering Unmasked Estep 
Score: -8586872.000000 Penalty: 5335.940918
	Iteration 66Q: 3 clusters Score -8586872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 44269 members 
Entering Unmasked Estep 
Score: -8586862.000000 Penalty: 5335.940918
	Iteration 67Q: 3 clusters Score -8586862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 44273 members 
Entering Unmasked Estep 
Score: -8586864.000000 Penalty: 5335.940918
	Iteration 68Q: 3 clusters Score -8586864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 44277 members 
Entering Unmasked Estep 
Score: -8586868.000000 Penalty: 5335.940918
	Iteration 69Q: 3 clusters Score -8586868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 44278 members 
Entering Unmasked Estep 
Score: -8586865.000000 Penalty: 5335.940918
	Iteration 70Q: 3 clusters Score -8586865 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -8586862.000000 Penalty: 5335.940918
	Iteration 71Q: 3 clusters Score -8586862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 44280 members 
Entering Unmasked Estep 
Score: -8586859.000000 Penalty: 5335.940918
	Iteration 72Q: 3 clusters Score -8586859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 44280 members 
Entering Unmasked Estep 
Score: -8586859.000000 Penalty: 5335.940918
	Iteration 73F: 3 clusters Score -8586859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (48508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Entering Unmasked Estep 
Score: -8986588.000000 Penalty: 2675.791992
	Iteration 0F: 2 clusters Score -8986588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -8957614.000000 Penalty: 5351.583984
	Iteration 0F: 3 clusters Score -8957614 nChanged 22445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -8970042.000000 Penalty: 5351.583984
	Iteration 1F: 3 clusters Score -8970042 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -8970480.000000 Penalty: 5351.583984
	Iteration 2Q: 3 clusters Score -8970480 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -8970773.000000 Penalty: 5351.583984
	Iteration 3Q: 3 clusters Score -8970773 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -8971091.000000 Penalty: 5351.583984
	Iteration 4Q: 3 clusters Score -8971091 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25666 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -8971413.000000 Penalty: 5351.583984
	Iteration 5Q: 3 clusters Score -8971413 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -8971748.000000 Penalty: 5351.583984
	Iteration 6Q: 3 clusters Score -8971748 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -8972134.000000 Penalty: 5351.583984
	Iteration 7Q: 3 clusters Score -8972134 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -8972746.000000 Penalty: 5351.583984
	Iteration 8Q: 3 clusters Score -8972746 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29967 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -8973561.000000 Penalty: 5351.583984
	Iteration 9Q: 3 clusters Score -8973561 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32140 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -8974867.000000 Penalty: 5351.583984
	Iteration 10Q: 3 clusters Score -8974867 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34825 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -8976723.000000 Penalty: 5351.583984
	Iteration 11F: 3 clusters Score -8976723 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -8978969.000000 Penalty: 5351.583984
	Iteration 12F: 3 clusters Score -8978969 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -8981406.000000 Penalty: 5351.583984
	Iteration 13F: 3 clusters Score -8981406 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -8982971.000000 Penalty: 5351.583984
	Iteration 14F: 3 clusters Score -8982971 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44823 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -8983636.000000 Penalty: 5351.583984
	Iteration 15Q: 3 clusters Score -8983636 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45903 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -8983970.000000 Penalty: 5351.583984
	Iteration 16Q: 3 clusters Score -8983970 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46599 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -8984148.000000 Penalty: 5351.583984
	Iteration 17Q: 3 clusters Score -8984148 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47028 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -8984229.000000 Penalty: 5351.583984
	Iteration 18Q: 3 clusters Score -8984229 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47325 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -8984326.000000 Penalty: 5351.583984
	Iteration 19Q: 3 clusters Score -8984326 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47521 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -8984377.000000 Penalty: 5351.583984
	Iteration 20F: 3 clusters Score -8984377 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47654 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -8984402.000000 Penalty: 5351.583984
	Iteration 21Q: 3 clusters Score -8984402 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47729 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -8984404.000000 Penalty: 5351.583984
	Iteration 22Q: 3 clusters Score -8984404 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47783 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -8984432.000000 Penalty: 5351.583984
	Iteration 23Q: 3 clusters Score -8984432 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47832 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8984455.000000 Penalty: 5351.583984
	Iteration 24Q: 3 clusters Score -8984455 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47864 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -8984441.000000 Penalty: 5351.583984
	Iteration 25Q: 3 clusters Score -8984441 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47891 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -8984447.000000 Penalty: 5351.583984
	Iteration 26Q: 3 clusters Score -8984447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47907 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -8984454.000000 Penalty: 5351.583984
	Iteration 27Q: 3 clusters Score -8984454 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47922 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -8984455.000000 Penalty: 5351.583984
	Iteration 28Q: 3 clusters Score -8984455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47941 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8984470.000000 Penalty: 5351.583984
	Iteration 29Q: 3 clusters Score -8984470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47955 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8984478.000000 Penalty: 5351.583984
	Iteration 30Q: 3 clusters Score -8984478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47965 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -8984475.000000 Penalty: 5351.583984
	Iteration 31Q: 3 clusters Score -8984475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8984476.000000 Penalty: 5351.583984
	Iteration 32Q: 3 clusters Score -8984476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47973 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -8984477.000000 Penalty: 5351.583984
	Iteration 33Q: 3 clusters Score -8984477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47980 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -8984475.000000 Penalty: 5351.583984
	Iteration 34Q: 3 clusters Score -8984475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47987 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8984476.000000 Penalty: 5351.583984
	Iteration 35Q: 3 clusters Score -8984476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47997 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -8984478.000000 Penalty: 5351.583984
	Iteration 36Q: 3 clusters Score -8984478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48010 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -8984476.000000 Penalty: 5351.583984
	Iteration 37Q: 3 clusters Score -8984476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48018 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -8984471.000000 Penalty: 5351.583984
	Iteration 38Q: 3 clusters Score -8984471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48025 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8984471.000000 Penalty: 5351.583984
	Iteration 39Q: 3 clusters Score -8984471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -8984471.000000 Penalty: 5351.583984
	Iteration 40F: 3 clusters Score -8984471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -8984474.000000 Penalty: 5351.583984
	Iteration 41Q: 3 clusters Score -8984474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48031 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -8984477.000000 Penalty: 5351.583984
	Iteration 42Q: 3 clusters Score -8984477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48036 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8984475.000000 Penalty: 5351.583984
	Iteration 43Q: 3 clusters Score -8984475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48041 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8984479.000000 Penalty: 5351.583984
	Iteration 44Q: 3 clusters Score -8984479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48044 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8984473.000000 Penalty: 5351.583984
	Iteration 45Q: 3 clusters Score -8984473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -8984473.000000 Penalty: 5351.583984
	Iteration 46Q: 3 clusters Score -8984473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48046 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -8984467.000000 Penalty: 5351.583984
	Iteration 47Q: 3 clusters Score -8984467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -8984470.000000 Penalty: 5351.583984
	Iteration 48Q: 3 clusters Score -8984470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -8984470.000000 Penalty: 5351.583984
	Iteration 49F: 3 clusters Score -8984470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (29838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29838 members 
Entering Unmasked Estep 
Score: -5307453.000000 Penalty: 2555.277588
	Iteration 0F: 2 clusters Score -5307453 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -5286993.000000 Penalty: 5110.555176
	Iteration 0F: 3 clusters Score -5286993 nChanged 13414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -5294213.500000 Penalty: 5110.555176
	Iteration 1F: 3 clusters Score -5294214 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -5294610.500000 Penalty: 5110.555176
	Iteration 2Q: 3 clusters Score -5294610 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -5294922.500000 Penalty: 5110.555176
	Iteration 3Q: 3 clusters Score -5294922 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -5295225.500000 Penalty: 5110.555176
	Iteration 4Q: 3 clusters Score -5295226 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -5295548.500000 Penalty: 5110.555176
	Iteration 5Q: 3 clusters Score -5295548 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -5295873.500000 Penalty: 5110.555176
	Iteration 6Q: 3 clusters Score -5295874 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -5296302.500000 Penalty: 5110.555176
	Iteration 7Q: 3 clusters Score -5296302 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -5296855.000000 Penalty: 5110.555176
	Iteration 8Q: 3 clusters Score -5296855 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -5297623.500000 Penalty: 5110.555176
	Iteration 9Q: 3 clusters Score -5297624 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -5298620.500000 Penalty: 5110.555176
	Iteration 10F: 3 clusters Score -5298620 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -5299867.500000 Penalty: 5110.555176
	Iteration 11F: 3 clusters Score -5299868 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -5301172.500000 Penalty: 5110.555176
	Iteration 12F: 3 clusters Score -5301172 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -5302320.500000 Penalty: 5110.555176
	Iteration 13Q: 3 clusters Score -5302320 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -5303221.500000 Penalty: 5110.555176
	Iteration 14Q: 3 clusters Score -5303222 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -5303839.500000 Penalty: 5110.555176
	Iteration 15Q: 3 clusters Score -5303840 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -5304293.000000 Penalty: 5110.555176
	Iteration 16Q: 3 clusters Score -5304293 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -5304644.000000 Penalty: 5110.555176
	Iteration 17Q: 3 clusters Score -5304644 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 28968 members 
Entering Unmasked Estep 
Score: -5304860.500000 Penalty: 5110.555176
	Iteration 18Q: 3 clusters Score -5304860 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -5305033.500000 Penalty: 5110.555176
	Iteration 19Q: 3 clusters Score -5305034 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -5305131.500000 Penalty: 5110.555176
	Iteration 20F: 3 clusters Score -5305132 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 29289 members 
Entering Unmasked Estep 
Score: -5305208.500000 Penalty: 5110.555176
	Iteration 21Q: 3 clusters Score -5305208 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -5305247.500000 Penalty: 5110.555176
	Iteration 22Q: 3 clusters Score -5305248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -5305269.500000 Penalty: 5110.555176
	Iteration 23Q: 3 clusters Score -5305270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -5305281.500000 Penalty: 5110.555176
	Iteration 24Q: 3 clusters Score -5305282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -5305297.000000 Penalty: 5110.555176
	Iteration 25Q: 3 clusters Score -5305297 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -5305306.500000 Penalty: 5110.555176
	Iteration 26Q: 3 clusters Score -5305306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 29385 members 
Entering Unmasked Estep 
Score: -5305309.000000 Penalty: 5110.555176
	Iteration 27Q: 3 clusters Score -5305309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 29389 members 
Entering Unmasked Estep 
Score: -5305315.500000 Penalty: 5110.555176
	Iteration 28Q: 3 clusters Score -5305316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -5305323.000000 Penalty: 5110.555176
	Iteration 29Q: 3 clusters Score -5305323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -5305331.500000 Penalty: 5110.555176
	Iteration 30Q: 3 clusters Score -5305332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -5305334.000000 Penalty: 5110.555176
	Iteration 31Q: 3 clusters Score -5305334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -5305334.500000 Penalty: 5110.555176
	Iteration 32Q: 3 clusters Score -5305334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -5305336.000000 Penalty: 5110.555176
	Iteration 33Q: 3 clusters Score -5305336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -5305338.000000 Penalty: 5110.555176
	Iteration 34Q: 3 clusters Score -5305338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 29402 members 
Entering Unmasked Estep 
Score: -5305339.500000 Penalty: 5110.555176
	Iteration 35Q: 3 clusters Score -5305340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -5305338.500000 Penalty: 5110.555176
	Iteration 36Q: 3 clusters Score -5305338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -5305337.000000 Penalty: 5110.555176
	Iteration 37Q: 3 clusters Score -5305337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -5305336.500000 Penalty: 5110.555176
	Iteration 38Q: 3 clusters Score -5305336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 29404 members 
Entering Unmasked Estep 
Score: -5305336.500000 Penalty: 5110.555176
	Iteration 39F: 3 clusters Score -5305336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45989 members 
Entering Unmasked Estep 
Score: -8400223.000000 Penalty: 2662.567139
	Iteration 0F: 2 clusters Score -8400223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -8370314.000000 Penalty: 5325.134277
	Iteration 0F: 3 clusters Score -8370314 nChanged 21106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -8381955.500000 Penalty: 5325.134277
	Iteration 1F: 3 clusters Score -8381956 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23545 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -8382298.000000 Penalty: 5325.134277
	Iteration 2Q: 3 clusters Score -8382298 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -8382719.000000 Penalty: 5325.134277
	Iteration 3Q: 3 clusters Score -8382719 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -8383040.000000 Penalty: 5325.134277
	Iteration 4Q: 3 clusters Score -8383040 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -8383418.000000 Penalty: 5325.134277
	Iteration 5Q: 3 clusters Score -8383418 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -8383835.500000 Penalty: 5325.134277
	Iteration 6Q: 3 clusters Score -8383836 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26957 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -8384419.500000 Penalty: 5325.134277
	Iteration 7Q: 3 clusters Score -8384420 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28615 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -8385425.500000 Penalty: 5325.134277
	Iteration 8Q: 3 clusters Score -8385426 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -8386943.000000 Penalty: 5325.134277
	Iteration 9F: 3 clusters Score -8386943 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33421 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -8389159.000000 Penalty: 5325.134277
	Iteration 10F: 3 clusters Score -8389159 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -8391809.000000 Penalty: 5325.134277
	Iteration 11F: 3 clusters Score -8391809 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -8394311.000000 Penalty: 5325.134277
	Iteration 12F: 3 clusters Score -8394311 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -8396242.000000 Penalty: 5325.134277
	Iteration 13Q: 3 clusters Score -8396242 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41898 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -8397459.000000 Penalty: 5325.134277
	Iteration 14Q: 3 clusters Score -8397459 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42685 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -8398188.000000 Penalty: 5325.134277
	Iteration 15Q: 3 clusters Score -8398188 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43185 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -8398565.000000 Penalty: 5325.134277
	Iteration 16Q: 3 clusters Score -8398565 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43525 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -8398838.000000 Penalty: 5325.134277
	Iteration 17Q: 3 clusters Score -8398838 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -8398987.000000 Penalty: 5325.134277
	Iteration 18Q: 3 clusters Score -8398987 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -8399072.000000 Penalty: 5325.134277
	Iteration 19Q: 3 clusters Score -8399072 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44065 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -8399119.000000 Penalty: 5325.134277
	Iteration 20F: 3 clusters Score -8399119 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44153 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -8399127.000000 Penalty: 5325.134277
	Iteration 21Q: 3 clusters Score -8399127 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44221 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -8399161.000000 Penalty: 5325.134277
	Iteration 22Q: 3 clusters Score -8399161 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44293 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -8399151.000000 Penalty: 5325.134277
	Iteration 23Q: 3 clusters Score -8399151 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44352 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -8399164.000000 Penalty: 5325.134277
	Iteration 24Q: 3 clusters Score -8399164 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -8399175.000000 Penalty: 5325.134277
	Iteration 25Q: 3 clusters Score -8399175 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -8399166.000000 Penalty: 5325.134277
	Iteration 26Q: 3 clusters Score -8399166 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -8399150.000000 Penalty: 5325.134277
	Iteration 27Q: 3 clusters Score -8399150 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44502 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -8399159.000000 Penalty: 5325.134277
	Iteration 28Q: 3 clusters Score -8399159 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44532 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -8399158.000000 Penalty: 5325.134277
	Iteration 29Q: 3 clusters Score -8399158 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -8399170.000000 Penalty: 5325.134277
	Iteration 30Q: 3 clusters Score -8399170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -8399150.000000 Penalty: 5325.134277
	Iteration 31Q: 3 clusters Score -8399150 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44571 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -8399155.000000 Penalty: 5325.134277
	Iteration 32Q: 3 clusters Score -8399155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -8399156.000000 Penalty: 5325.134277
	Iteration 33Q: 3 clusters Score -8399156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -8399163.000000 Penalty: 5325.134277
	Iteration 34Q: 3 clusters Score -8399163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44584 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -8399157.000000 Penalty: 5325.134277
	Iteration 35Q: 3 clusters Score -8399157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44585 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -8399158.000000 Penalty: 5325.134277
	Iteration 36Q: 3 clusters Score -8399158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44585 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -8399158.000000 Penalty: 5325.134277
	Iteration 37F: 3 clusters Score -8399158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -223817.218750 Penalty: 1776.658813
	Iteration 0F: 2 clusters Score -223817.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -221759.140625 Penalty: 3553.317627
	Iteration 0F: 3 clusters Score -221759.1 nChanged 375
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: -222366.421875 Penalty: 3553.317627
	Iteration 1F: 3 clusters Score -222366.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -222568.390625 Penalty: 3553.317627
	Iteration 2F: 3 clusters Score -222568.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -222689.500000 Penalty: 3553.317627
	Iteration 3F: 3 clusters Score -222689.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -222811.984375 Penalty: 3553.317627
	Iteration 4Q: 3 clusters Score -222812 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -222896.812500 Penalty: 3553.317627
	Iteration 5Q: 3 clusters Score -222896.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -223011.859375 Penalty: 3553.317627
	Iteration 6Q: 3 clusters Score -223011.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -223148.765625 Penalty: 3553.317627
	Iteration 7Q: 3 clusters Score -223148.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -223292.218750 Penalty: 3553.317627
	Iteration 8Q: 3 clusters Score -223292.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -223427.640625 Penalty: 3553.317627
	Iteration 9Q: 3 clusters Score -223427.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -223515.234375 Penalty: 3553.317627
	Iteration 10Q: 3 clusters Score -223515.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -223544.687500 Penalty: 3553.317627
	Iteration 11Q: 3 clusters Score -223544.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -223561.546875 Penalty: 3553.317627
	Iteration 12Q: 3 clusters Score -223561.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -223577.218750 Penalty: 3553.317627
	Iteration 13Q: 3 clusters Score -223577.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -223600.968750 Penalty: 3553.317627
	Iteration 14Q: 3 clusters Score -223601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -223626.328125 Penalty: 3553.317627
	Iteration 15Q: 3 clusters Score -223626.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -223644.953125 Penalty: 3553.317627
	Iteration 16Q: 3 clusters Score -223645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -223652.078125 Penalty: 3553.317627
	Iteration 17Q: 3 clusters Score -223652.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -223652.687500 Penalty: 3553.317627
	Iteration 18Q: 3 clusters Score -223652.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -223653.187500 Penalty: 3553.317627
	Iteration 19F: 3 clusters Score -223653.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -223656.562500 Penalty: 3553.317627
	Iteration 20F: 3 clusters Score -223656.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -223660.281250 Penalty: 3553.317627
	Iteration 21Q: 3 clusters Score -223660.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -223669.156250 Penalty: 3553.317627
	Iteration 22Q: 3 clusters Score -223669.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -223670.921875 Penalty: 3553.317627
	Iteration 23Q: 3 clusters Score -223670.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -223671.312500 Penalty: 3553.317627
	Iteration 24Q: 3 clusters Score -223671.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -223672.515625 Penalty: 3553.317627
	Iteration 25Q: 3 clusters Score -223672.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -223672.515625 Penalty: 3553.317627
	Iteration 26F: 3 clusters Score -223672.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (50994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50994 members 
Entering Unmasked Estep 
Score: -9255657.000000 Penalty: 2688.186768
	Iteration 0F: 2 clusters Score -9255657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 25246 members 
Entering Unmasked Estep 
Score: -9224077.000000 Penalty: 5376.373535
	Iteration 0F: 3 clusters Score -9224077 nChanged 23646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -9237275.000000 Penalty: 5376.373535
	Iteration 1F: 3 clusters Score -9237275 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -9238184.000000 Penalty: 5376.373535
	Iteration 2Q: 3 clusters Score -9238184 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -9239368.000000 Penalty: 5376.373535
	Iteration 3Q: 3 clusters Score -9239368 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -9240921.000000 Penalty: 5376.373535
	Iteration 4Q: 3 clusters Score -9240921 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33750 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -9242787.000000 Penalty: 5376.373535
	Iteration 5F: 3 clusters Score -9242787 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -9245112.000000 Penalty: 5376.373535
	Iteration 6F: 3 clusters Score -9245112 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -9247394.000000 Penalty: 5376.373535
	Iteration 7F: 3 clusters Score -9247394 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41554 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -9249411.000000 Penalty: 5376.373535
	Iteration 8F: 3 clusters Score -9249411 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43807 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -9250910.000000 Penalty: 5376.373535
	Iteration 9Q: 3 clusters Score -9250910 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45452 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -9251761.000000 Penalty: 5376.373535
	Iteration 10Q: 3 clusters Score -9251761 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46595 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -9252229.000000 Penalty: 5376.373535
	Iteration 11Q: 3 clusters Score -9252229 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47440 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -9252575.000000 Penalty: 5376.373535
	Iteration 12Q: 3 clusters Score -9252575 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48057 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -9252760.000000 Penalty: 5376.373535
	Iteration 13Q: 3 clusters Score -9252760 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48478 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -9252959.000000 Penalty: 5376.373535
	Iteration 14Q: 3 clusters Score -9252959 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48788 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -9253046.000000 Penalty: 5376.373535
	Iteration 15Q: 3 clusters Score -9253046 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48993 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -9253165.000000 Penalty: 5376.373535
	Iteration 16Q: 3 clusters Score -9253165 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49140 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -9253237.000000 Penalty: 5376.373535
	Iteration 17Q: 3 clusters Score -9253237 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49238 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -9253302.000000 Penalty: 5376.373535
	Iteration 18Q: 3 clusters Score -9253302 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49323 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -9253346.000000 Penalty: 5376.373535
	Iteration 19Q: 3 clusters Score -9253346 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49398 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -9253371.000000 Penalty: 5376.373535
	Iteration 20F: 3 clusters Score -9253371 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49477 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -9253399.000000 Penalty: 5376.373535
	Iteration 21Q: 3 clusters Score -9253399 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49547 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -9253422.000000 Penalty: 5376.373535
	Iteration 22Q: 3 clusters Score -9253422 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49594 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -9253431.000000 Penalty: 5376.373535
	Iteration 23Q: 3 clusters Score -9253431 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49618 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -9253432.000000 Penalty: 5376.373535
	Iteration 24Q: 3 clusters Score -9253432 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49644 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -9253438.000000 Penalty: 5376.373535
	Iteration 25Q: 3 clusters Score -9253438 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49669 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -9253434.000000 Penalty: 5376.373535
	Iteration 26Q: 3 clusters Score -9253434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49691 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -9253435.000000 Penalty: 5376.373535
	Iteration 27Q: 3 clusters Score -9253435 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49709 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -9253449.000000 Penalty: 5376.373535
	Iteration 28Q: 3 clusters Score -9253449 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49717 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -9253446.000000 Penalty: 5376.373535
	Iteration 29Q: 3 clusters Score -9253446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49721 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -9253458.000000 Penalty: 5376.373535
	Iteration 30Q: 3 clusters Score -9253458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49728 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -9253459.000000 Penalty: 5376.373535
	Iteration 31Q: 3 clusters Score -9253459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49734 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -9253454.000000 Penalty: 5376.373535
	Iteration 32Q: 3 clusters Score -9253454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49740 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -9253456.000000 Penalty: 5376.373535
	Iteration 33Q: 3 clusters Score -9253456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49745 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -9253459.000000 Penalty: 5376.373535
	Iteration 34Q: 3 clusters Score -9253459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49752 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -9253446.000000 Penalty: 5376.373535
	Iteration 35Q: 3 clusters Score -9253446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49757 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -9253446.000000 Penalty: 5376.373535
	Iteration 36Q: 3 clusters Score -9253446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49761 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -9253433.000000 Penalty: 5376.373535
	Iteration 37Q: 3 clusters Score -9253433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49767 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -9253445.000000 Penalty: 5376.373535
	Iteration 38Q: 3 clusters Score -9253445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49775 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -9253447.000000 Penalty: 5376.373535
	Iteration 39Q: 3 clusters Score -9253447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49780 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -9253444.000000 Penalty: 5376.373535
	Iteration 40F: 3 clusters Score -9253444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49785 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -9253453.000000 Penalty: 5376.373535
	Iteration 41Q: 3 clusters Score -9253453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49795 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -9253464.000000 Penalty: 5376.373535
	Iteration 42Q: 3 clusters Score -9253464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49803 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -9253474.000000 Penalty: 5376.373535
	Iteration 43Q: 3 clusters Score -9253474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49811 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -9253449.000000 Penalty: 5376.373535
	Iteration 44Q: 3 clusters Score -9253449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -9253454.000000 Penalty: 5376.373535
	Iteration 45Q: 3 clusters Score -9253454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49826 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -9253445.000000 Penalty: 5376.373535
	Iteration 46Q: 3 clusters Score -9253445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49834 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -9253452.000000 Penalty: 5376.373535
	Iteration 47Q: 3 clusters Score -9253452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49838 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -9253450.000000 Penalty: 5376.373535
	Iteration 48Q: 3 clusters Score -9253450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49846 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -9253459.000000 Penalty: 5376.373535
	Iteration 49Q: 3 clusters Score -9253459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49851 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -9253462.000000 Penalty: 5376.373535
	Iteration 50Q: 3 clusters Score -9253462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49860 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -9253466.000000 Penalty: 5376.373535
	Iteration 51Q: 3 clusters Score -9253466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49866 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -9253476.000000 Penalty: 5376.373535
	Iteration 52Q: 3 clusters Score -9253476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49876 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -9253483.000000 Penalty: 5376.373535
	Iteration 53Q: 3 clusters Score -9253483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49881 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -9253487.000000 Penalty: 5376.373535
	Iteration 54Q: 3 clusters Score -9253487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49883 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -9253482.000000 Penalty: 5376.373535
	Iteration 55Q: 3 clusters Score -9253482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49886 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -9253483.000000 Penalty: 5376.373535
	Iteration 56Q: 3 clusters Score -9253483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49888 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -9253489.000000 Penalty: 5376.373535
	Iteration 57Q: 3 clusters Score -9253489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49891 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -9253487.000000 Penalty: 5376.373535
	Iteration 58Q: 3 clusters Score -9253487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49896 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -9253488.000000 Penalty: 5376.373535
	Iteration 59Q: 3 clusters Score -9253488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49899 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -9253491.000000 Penalty: 5376.373535
	Iteration 60F: 3 clusters Score -9253491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49899 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -9253502.000000 Penalty: 5376.373535
	Iteration 61Q: 3 clusters Score -9253502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49904 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -9253498.000000 Penalty: 5376.373535
	Iteration 62Q: 3 clusters Score -9253498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49906 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -9253497.000000 Penalty: 5376.373535
	Iteration 63Q: 3 clusters Score -9253497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49906 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -9253505.000000 Penalty: 5376.373535
	Iteration 64Q: 3 clusters Score -9253505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49910 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -9253506.000000 Penalty: 5376.373535
	Iteration 65Q: 3 clusters Score -9253506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49914 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -9253504.000000 Penalty: 5376.373535
	Iteration 66Q: 3 clusters Score -9253504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49917 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -9253503.000000 Penalty: 5376.373535
	Iteration 67Q: 3 clusters Score -9253503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49920 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -9253497.000000 Penalty: 5376.373535
	Iteration 68Q: 3 clusters Score -9253497 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49924 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -9253491.000000 Penalty: 5376.373535
	Iteration 69Q: 3 clusters Score -9253491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49926 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -9253494.000000 Penalty: 5376.373535
	Iteration 70Q: 3 clusters Score -9253494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49929 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -9253498.000000 Penalty: 5376.373535
	Iteration 71Q: 3 clusters Score -9253498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49931 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -9253495.000000 Penalty: 5376.373535
	Iteration 72Q: 3 clusters Score -9253495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49929 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -9253497.000000 Penalty: 5376.373535
	Iteration 73Q: 3 clusters Score -9253497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49931 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -9253502.000000 Penalty: 5376.373535
	Iteration 74Q: 3 clusters Score -9253502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49933 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -9253502.000000 Penalty: 5376.373535
	Iteration 75Q: 3 clusters Score -9253502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49934 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -9253500.000000 Penalty: 5376.373535
	Iteration 76Q: 3 clusters Score -9253500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49937 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -9253496.000000 Penalty: 5376.373535
	Iteration 77Q: 3 clusters Score -9253496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -9253498.000000 Penalty: 5376.373535
	Iteration 78Q: 3 clusters Score -9253498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49946 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -9253496.000000 Penalty: 5376.373535
	Iteration 79Q: 3 clusters Score -9253496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49952 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -9253489.000000 Penalty: 5376.373535
	Iteration 80F: 3 clusters Score -9253489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49956 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -9253498.000000 Penalty: 5376.373535
	Iteration 81Q: 3 clusters Score -9253498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49958 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -9253496.000000 Penalty: 5376.373535
	Iteration 82Q: 3 clusters Score -9253496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49959 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -9253493.000000 Penalty: 5376.373535
	Iteration 83Q: 3 clusters Score -9253493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49961 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -9253498.000000 Penalty: 5376.373535
	Iteration 84Q: 3 clusters Score -9253498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49961 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -9253499.000000 Penalty: 5376.373535
	Iteration 85Q: 3 clusters Score -9253499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49961 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -9253497.000000 Penalty: 5376.373535
	Iteration 86Q: 3 clusters Score -9253497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49963 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -9253493.000000 Penalty: 5376.373535
	Iteration 87Q: 3 clusters Score -9253493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49964 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -9253495.000000 Penalty: 5376.373535
	Iteration 88Q: 3 clusters Score -9253495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49964 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -9253495.000000 Penalty: 5376.373535
	Iteration 89F: 3 clusters Score -9253495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (48217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48217 members 
Entering Unmasked Estep 
Score: -8892569.000000 Penalty: 2674.299805
	Iteration 0F: 2 clusters Score -8892569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24206 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -8863981.000000 Penalty: 5348.599609
	Iteration 0F: 3 clusters Score -8863981 nChanged 22329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25359 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -8876297.000000 Penalty: 5348.599609
	Iteration 1F: 3 clusters Score -8876297 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -8876836.000000 Penalty: 5348.599609
	Iteration 2Q: 3 clusters Score -8876836 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -8877522.000000 Penalty: 5348.599609
	Iteration 3Q: 3 clusters Score -8877522 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -8878355.000000 Penalty: 5348.599609
	Iteration 4Q: 3 clusters Score -8878355 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -8879606.000000 Penalty: 5348.599609
	Iteration 5F: 3 clusters Score -8879606 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -8881415.000000 Penalty: 5348.599609
	Iteration 6F: 3 clusters Score -8881415 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -8884022.000000 Penalty: 5348.599609
	Iteration 7F: 3 clusters Score -8884022 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -8886990.000000 Penalty: 5348.599609
	Iteration 8F: 3 clusters Score -8886990 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -8889460.000000 Penalty: 5348.599609
	Iteration 9F: 3 clusters Score -8889460 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44735 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -8890479.000000 Penalty: 5348.599609
	Iteration 10Q: 3 clusters Score -8890479 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45734 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -8890770.000000 Penalty: 5348.599609
	Iteration 11Q: 3 clusters Score -8890770 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46284 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -8890934.000000 Penalty: 5348.599609
	Iteration 12Q: 3 clusters Score -8890934 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -8890980.000000 Penalty: 5348.599609
	Iteration 13Q: 3 clusters Score -8890980 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46796 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -8891003.000000 Penalty: 5348.599609
	Iteration 14Q: 3 clusters Score -8891003 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -8891026.000000 Penalty: 5348.599609
	Iteration 15Q: 3 clusters Score -8891026 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47023 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -8891001.000000 Penalty: 5348.599609
	Iteration 16Q: 3 clusters Score -8891001 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47099 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -8890977.000000 Penalty: 5348.599609
	Iteration 17Q: 3 clusters Score -8890977 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47151 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -8890960.000000 Penalty: 5348.599609
	Iteration 18Q: 3 clusters Score -8890960 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47198 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -8890942.000000 Penalty: 5348.599609
	Iteration 19Q: 3 clusters Score -8890942 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47222 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -8890927.000000 Penalty: 5348.599609
	Iteration 20F: 3 clusters Score -8890927 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47239 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -8890919.000000 Penalty: 5348.599609
	Iteration 21Q: 3 clusters Score -8890919 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47265 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -8890910.000000 Penalty: 5348.599609
	Iteration 22Q: 3 clusters Score -8890910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47290 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -8890907.000000 Penalty: 5348.599609
	Iteration 23Q: 3 clusters Score -8890907 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47308 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -8890897.000000 Penalty: 5348.599609
	Iteration 24Q: 3 clusters Score -8890897 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47325 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -8890903.000000 Penalty: 5348.599609
	Iteration 25Q: 3 clusters Score -8890903 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47344 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -8890910.000000 Penalty: 5348.599609
	Iteration 26Q: 3 clusters Score -8890910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47355 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -8890907.000000 Penalty: 5348.599609
	Iteration 27Q: 3 clusters Score -8890907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47368 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -8890907.000000 Penalty: 5348.599609
	Iteration 28Q: 3 clusters Score -8890907 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47378 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -8890893.000000 Penalty: 5348.599609
	Iteration 29Q: 3 clusters Score -8890893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47384 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -8890893.000000 Penalty: 5348.599609
	Iteration 30Q: 3 clusters Score -8890893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47390 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -8890892.000000 Penalty: 5348.599609
	Iteration 31Q: 3 clusters Score -8890892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47392 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -8890885.000000 Penalty: 5348.599609
	Iteration 32Q: 3 clusters Score -8890885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47398 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -8890880.000000 Penalty: 5348.599609
	Iteration 33Q: 3 clusters Score -8890880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47403 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -8890878.000000 Penalty: 5348.599609
	Iteration 34Q: 3 clusters Score -8890878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47408 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -8890873.000000 Penalty: 5348.599609
	Iteration 35Q: 3 clusters Score -8890873 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47409 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -8890876.000000 Penalty: 5348.599609
	Iteration 36Q: 3 clusters Score -8890876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47410 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -8890882.000000 Penalty: 5348.599609
	Iteration 37Q: 3 clusters Score -8890882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47410 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -8890882.000000 Penalty: 5348.599609
	Iteration 38F: 3 clusters Score -8890882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (54402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54402 members 
Entering Unmasked Estep 
Score: -10089612.000000 Penalty: 2704.230713
	Iteration 0F: 2 clusters Score -1.008961e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -10061197.000000 Penalty: 5408.461426
	Iteration 0F: 3 clusters Score -1.00612e+07 nChanged 25217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -10075236.000000 Penalty: 5408.461426
	Iteration 1F: 3 clusters Score -1.007524e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -10075819.000000 Penalty: 5408.461426
	Iteration 2Q: 3 clusters Score -1.007582e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -10076417.000000 Penalty: 5408.461426
	Iteration 3Q: 3 clusters Score -1.007642e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -10077011.000000 Penalty: 5408.461426
	Iteration 4Q: 3 clusters Score -1.007701e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28475 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -10077689.000000 Penalty: 5408.461426
	Iteration 5Q: 3 clusters Score -1.007769e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -10078426.000000 Penalty: 5408.461426
	Iteration 6Q: 3 clusters Score -1.007843e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 24284 members 
Entering Unmasked Estep 
Score: -10079233.000000 Penalty: 5408.461426
	Iteration 7Q: 3 clusters Score -1.007923e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -10080192.000000 Penalty: 5408.461426
	Iteration 8Q: 3 clusters Score -1.008019e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -10081370.000000 Penalty: 5408.461426
	Iteration 9Q: 3 clusters Score -1.008137e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34641 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -10082861.000000 Penalty: 5408.461426
	Iteration 10Q: 3 clusters Score -1.008286e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36504 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -10084552.000000 Penalty: 5408.461426
	Iteration 11Q: 3 clusters Score -1.008455e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -10086318.000000 Penalty: 5408.461426
	Iteration 12Q: 3 clusters Score -1.008632e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40171 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -10087613.000000 Penalty: 5408.461426
	Iteration 13Q: 3 clusters Score -1.008761e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -10088479.000000 Penalty: 5408.461426
	Iteration 14Q: 3 clusters Score -1.008848e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -10088855.000000 Penalty: 5408.461426
	Iteration 15Q: 3 clusters Score -1.008886e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -10088887.000000 Penalty: 5408.461426
	Iteration 16Q: 3 clusters Score -1.008889e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44633 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -10088898.000000 Penalty: 5408.461426
	Iteration 17Q: 3 clusters Score -1.00889e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -10088836.000000 Penalty: 5408.461426
	Iteration 18Q: 3 clusters Score -1.008884e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45999 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -10088820.000000 Penalty: 5408.461426
	Iteration 19Q: 3 clusters Score -1.008882e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46592 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -10088801.000000 Penalty: 5408.461426
	Iteration 20F: 3 clusters Score -1.00888e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -10088800.000000 Penalty: 5408.461426
	Iteration 21Q: 3 clusters Score -1.00888e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47657 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -10088703.000000 Penalty: 5408.461426
	Iteration 22Q: 3 clusters Score -1.00887e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48092 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -10088637.000000 Penalty: 5408.461426
	Iteration 23Q: 3 clusters Score -1.008864e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48490 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -10088580.000000 Penalty: 5408.461426
	Iteration 24Q: 3 clusters Score -1.008858e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48867 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -10088487.000000 Penalty: 5408.461426
	Iteration 25Q: 3 clusters Score -1.008849e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49205 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -10088452.000000 Penalty: 5408.461426
	Iteration 26Q: 3 clusters Score -1.008845e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49494 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -10088392.000000 Penalty: 5408.461426
	Iteration 27Q: 3 clusters Score -1.008839e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49737 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -10088368.000000 Penalty: 5408.461426
	Iteration 28Q: 3 clusters Score -1.008837e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49970 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -10088282.000000 Penalty: 5408.461426
	Iteration 29Q: 3 clusters Score -1.008828e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50178 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -10088294.000000 Penalty: 5408.461426
	Iteration 30Q: 3 clusters Score -1.008829e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50386 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -10088252.000000 Penalty: 5408.461426
	Iteration 31Q: 3 clusters Score -1.008825e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50574 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -10088217.000000 Penalty: 5408.461426
	Iteration 32Q: 3 clusters Score -1.008822e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50759 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -10088177.000000 Penalty: 5408.461426
	Iteration 33Q: 3 clusters Score -1.008818e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50915 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -10088155.000000 Penalty: 5408.461426
	Iteration 34Q: 3 clusters Score -1.008816e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51057 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -10088150.000000 Penalty: 5408.461426
	Iteration 35Q: 3 clusters Score -1.008815e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51164 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -10088133.000000 Penalty: 5408.461426
	Iteration 36Q: 3 clusters Score -1.008813e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51264 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -10088111.000000 Penalty: 5408.461426
	Iteration 37Q: 3 clusters Score -1.008811e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51344 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -10088095.000000 Penalty: 5408.461426
	Iteration 38Q: 3 clusters Score -1.00881e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51429 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -10088082.000000 Penalty: 5408.461426
	Iteration 39Q: 3 clusters Score -1.008808e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51506 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -10088062.000000 Penalty: 5408.461426
	Iteration 40F: 3 clusters Score -1.008806e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51562 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -10088054.000000 Penalty: 5408.461426
	Iteration 41Q: 3 clusters Score -1.008805e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51615 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -10088045.000000 Penalty: 5408.461426
	Iteration 42Q: 3 clusters Score -1.008804e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51664 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -10088034.000000 Penalty: 5408.461426
	Iteration 43Q: 3 clusters Score -1.008803e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51715 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -10088022.000000 Penalty: 5408.461426
	Iteration 44Q: 3 clusters Score -1.008802e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51758 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -10087995.000000 Penalty: 5408.461426
	Iteration 45Q: 3 clusters Score -1.0088e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51800 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -10088024.000000 Penalty: 5408.461426
	Iteration 46Q: 3 clusters Score -1.008802e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51844 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -10088008.000000 Penalty: 5408.461426
	Iteration 47Q: 3 clusters Score -1.008801e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51879 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -10088013.000000 Penalty: 5408.461426
	Iteration 48Q: 3 clusters Score -1.008801e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51921 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -10087991.000000 Penalty: 5408.461426
	Iteration 49Q: 3 clusters Score -1.008799e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51970 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -10087995.000000 Penalty: 5408.461426
	Iteration 50Q: 3 clusters Score -1.0088e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -10087993.000000 Penalty: 5408.461426
	Iteration 51Q: 3 clusters Score -1.008799e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52070 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -10087998.000000 Penalty: 5408.461426
	Iteration 52Q: 3 clusters Score -1.0088e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52108 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -10088012.000000 Penalty: 5408.461426
	Iteration 53Q: 3 clusters Score -1.008801e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52146 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -10088025.000000 Penalty: 5408.461426
	Iteration 54Q: 3 clusters Score -1.008802e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52173 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -10088028.000000 Penalty: 5408.461426
	Iteration 55Q: 3 clusters Score -1.008803e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52207 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -10088035.000000 Penalty: 5408.461426
	Iteration 56Q: 3 clusters Score -1.008804e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52244 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -10088042.000000 Penalty: 5408.461426
	Iteration 57Q: 3 clusters Score -1.008804e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52272 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -10088049.000000 Penalty: 5408.461426
	Iteration 58Q: 3 clusters Score -1.008805e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52294 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -10088045.000000 Penalty: 5408.461426
	Iteration 59Q: 3 clusters Score -1.008804e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52321 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -10088029.000000 Penalty: 5408.461426
	Iteration 60F: 3 clusters Score -1.008803e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52344 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -10088031.000000 Penalty: 5408.461426
	Iteration 61Q: 3 clusters Score -1.008803e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52360 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -10088031.000000 Penalty: 5408.461426
	Iteration 62Q: 3 clusters Score -1.008803e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52369 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -10088036.000000 Penalty: 5408.461426
	Iteration 63Q: 3 clusters Score -1.008804e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52373 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -10088024.000000 Penalty: 5408.461426
	Iteration 64Q: 3 clusters Score -1.008802e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52382 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -10088021.000000 Penalty: 5408.461426
	Iteration 65Q: 3 clusters Score -1.008802e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52389 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -10088022.000000 Penalty: 5408.461426
	Iteration 66Q: 3 clusters Score -1.008802e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52403 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -10088020.000000 Penalty: 5408.461426
	Iteration 67Q: 3 clusters Score -1.008802e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52413 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -10088023.000000 Penalty: 5408.461426
	Iteration 68Q: 3 clusters Score -1.008802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52419 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -10088013.000000 Penalty: 5408.461426
	Iteration 69Q: 3 clusters Score -1.008801e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52426 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -10088016.000000 Penalty: 5408.461426
	Iteration 70Q: 3 clusters Score -1.008802e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52431 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -10088009.000000 Penalty: 5408.461426
	Iteration 71Q: 3 clusters Score -1.008801e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52435 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -10088022.000000 Penalty: 5408.461426
	Iteration 72Q: 3 clusters Score -1.008802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52439 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -10088023.000000 Penalty: 5408.461426
	Iteration 73Q: 3 clusters Score -1.008802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52442 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -10088021.000000 Penalty: 5408.461426
	Iteration 74Q: 3 clusters Score -1.008802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52445 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -10088018.000000 Penalty: 5408.461426
	Iteration 75Q: 3 clusters Score -1.008802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52450 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -10088029.000000 Penalty: 5408.461426
	Iteration 76Q: 3 clusters Score -1.008803e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52458 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -10088017.000000 Penalty: 5408.461426
	Iteration 77Q: 3 clusters Score -1.008802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52467 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -10088016.000000 Penalty: 5408.461426
	Iteration 78Q: 3 clusters Score -1.008802e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52476 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -10088018.000000 Penalty: 5408.461426
	Iteration 79Q: 3 clusters Score -1.008802e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52488 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -10088006.000000 Penalty: 5408.461426
	Iteration 80F: 3 clusters Score -1.008801e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52502 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -10088019.000000 Penalty: 5408.461426
	Iteration 81Q: 3 clusters Score -1.008802e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52513 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -10088032.000000 Penalty: 5408.461426
	Iteration 82Q: 3 clusters Score -1.008803e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52524 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -10088035.000000 Penalty: 5408.461426
	Iteration 83Q: 3 clusters Score -1.008804e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52536 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -10088026.000000 Penalty: 5408.461426
	Iteration 84Q: 3 clusters Score -1.008803e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52549 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -10088029.000000 Penalty: 5408.461426
	Iteration 85Q: 3 clusters Score -1.008803e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52559 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -10088028.000000 Penalty: 5408.461426
	Iteration 86Q: 3 clusters Score -1.008803e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52567 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -10088027.000000 Penalty: 5408.461426
	Iteration 87Q: 3 clusters Score -1.008803e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52573 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -10088030.000000 Penalty: 5408.461426
	Iteration 88Q: 3 clusters Score -1.008803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52576 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -10088029.000000 Penalty: 5408.461426
	Iteration 89Q: 3 clusters Score -1.008803e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52578 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -10088020.000000 Penalty: 5408.461426
	Iteration 90Q: 3 clusters Score -1.008802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52580 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -10088014.000000 Penalty: 5408.461426
	Iteration 91Q: 3 clusters Score -1.008801e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52586 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -10088018.000000 Penalty: 5408.461426
	Iteration 92Q: 3 clusters Score -1.008802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52589 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -10088021.000000 Penalty: 5408.461426
	Iteration 93Q: 3 clusters Score -1.008802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52594 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -10088024.000000 Penalty: 5408.461426
	Iteration 94Q: 3 clusters Score -1.008802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52598 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -10088026.000000 Penalty: 5408.461426
	Iteration 95Q: 3 clusters Score -1.008803e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52602 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -10088020.000000 Penalty: 5408.461426
	Iteration 96Q: 3 clusters Score -1.008802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52604 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -10088020.000000 Penalty: 5408.461426
	Iteration 97Q: 3 clusters Score -1.008802e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52607 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -10088018.000000 Penalty: 5408.461426
	Iteration 98Q: 3 clusters Score -1.008802e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52612 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -10088018.000000 Penalty: 5408.461426
	Iteration 99Q: 3 clusters Score -1.008802e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52619 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -10088002.000000 Penalty: 5408.461426
	Iteration 100F: 3 clusters Score -1.0088e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52629 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -10088013.000000 Penalty: 5408.461426
	Iteration 101Q: 3 clusters Score -1.008801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52634 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -10088001.000000 Penalty: 5408.461426
	Iteration 102Q: 3 clusters Score -1.0088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52638 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -10088003.000000 Penalty: 5408.461426
	Iteration 103Q: 3 clusters Score -1.0088e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52643 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -10088001.000000 Penalty: 5408.461426
	Iteration 104Q: 3 clusters Score -1.0088e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52649 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -10087991.000000 Penalty: 5408.461426
	Iteration 105Q: 3 clusters Score -1.008799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52653 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -10087993.000000 Penalty: 5408.461426
	Iteration 106Q: 3 clusters Score -1.008799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52655 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -10088000.000000 Penalty: 5408.461426
	Iteration 107Q: 3 clusters Score -1.0088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52657 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -10087998.000000 Penalty: 5408.461426
	Iteration 108Q: 3 clusters Score -1.0088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52659 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -10088005.000000 Penalty: 5408.461426
	Iteration 109Q: 3 clusters Score -1.0088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52662 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -10088003.000000 Penalty: 5408.461426
	Iteration 110Q: 3 clusters Score -1.0088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52664 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -10087998.000000 Penalty: 5408.461426
	Iteration 111Q: 3 clusters Score -1.0088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52667 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -10087994.000000 Penalty: 5408.461426
	Iteration 112Q: 3 clusters Score -1.008799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52669 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -10087993.000000 Penalty: 5408.461426
	Iteration 113Q: 3 clusters Score -1.008799e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52669 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -10088005.000000 Penalty: 5408.461426
	Iteration 114Q: 3 clusters Score -1.0088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52672 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -10088004.000000 Penalty: 5408.461426
	Iteration 115Q: 3 clusters Score -1.0088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52673 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -10088005.000000 Penalty: 5408.461426
	Iteration 116Q: 3 clusters Score -1.0088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52674 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -10088003.000000 Penalty: 5408.461426
	Iteration 117Q: 3 clusters Score -1.0088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52676 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -10088001.000000 Penalty: 5408.461426
	Iteration 118Q: 3 clusters Score -1.0088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52680 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -10087998.000000 Penalty: 5408.461426
	Iteration 119Q: 3 clusters Score -1.0088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52684 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -10088003.000000 Penalty: 5408.461426
	Iteration 120F: 3 clusters Score -1.0088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52684 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -10088004.000000 Penalty: 5408.461426
	Iteration 121Q: 3 clusters Score -1.0088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52686 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -10088008.000000 Penalty: 5408.461426
	Iteration 122Q: 3 clusters Score -1.008801e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52691 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -10088001.000000 Penalty: 5408.461426
	Iteration 123Q: 3 clusters Score -1.0088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52694 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -10088001.000000 Penalty: 5408.461426
	Iteration 124Q: 3 clusters Score -1.0088e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52696 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -10087991.000000 Penalty: 5408.461426
	Iteration 125Q: 3 clusters Score -1.008799e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52700 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -10087996.000000 Penalty: 5408.461426
	Iteration 126Q: 3 clusters Score -1.0088e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52706 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -10087998.000000 Penalty: 5408.461426
	Iteration 127Q: 3 clusters Score -1.0088e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52714 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -10087991.000000 Penalty: 5408.461426
	Iteration 128Q: 3 clusters Score -1.008799e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52725 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -10087992.000000 Penalty: 5408.461426
	Iteration 129Q: 3 clusters Score -1.008799e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52741 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -10087989.000000 Penalty: 5408.461426
	Iteration 130Q: 3 clusters Score -1.008799e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52757 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -10087992.000000 Penalty: 5408.461426
	Iteration 131Q: 3 clusters Score -1.008799e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52768 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -10088008.000000 Penalty: 5408.461426
	Iteration 132Q: 3 clusters Score -1.008801e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52777 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -10088013.000000 Penalty: 5408.461426
	Iteration 133Q: 3 clusters Score -1.008801e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52792 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -10088005.000000 Penalty: 5408.461426
	Iteration 134Q: 3 clusters Score -1.0088e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52812 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -10087998.000000 Penalty: 5408.461426
	Iteration 135Q: 3 clusters Score -1.0088e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52831 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -10088001.000000 Penalty: 5408.461426
	Iteration 136Q: 3 clusters Score -1.0088e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52851 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -10088011.000000 Penalty: 5408.461426
	Iteration 137Q: 3 clusters Score -1.008801e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52867 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -10088036.000000 Penalty: 5408.461426
	Iteration 138Q: 3 clusters Score -1.008804e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52884 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -10088020.000000 Penalty: 5408.461426
	Iteration 139Q: 3 clusters Score -1.008802e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52894 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -10088031.000000 Penalty: 5408.461426
	Iteration 140F: 3 clusters Score -1.008803e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52906 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -10088029.000000 Penalty: 5408.461426
	Iteration 141Q: 3 clusters Score -1.008803e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52919 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -10088034.000000 Penalty: 5408.461426
	Iteration 142Q: 3 clusters Score -1.008803e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52932 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -10088023.000000 Penalty: 5408.461426
	Iteration 143Q: 3 clusters Score -1.008802e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52944 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -10088014.000000 Penalty: 5408.461426
	Iteration 144Q: 3 clusters Score -1.008801e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52953 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -10088038.000000 Penalty: 5408.461426
	Iteration 145Q: 3 clusters Score -1.008804e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52959 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -10088040.000000 Penalty: 5408.461426
	Iteration 146Q: 3 clusters Score -1.008804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52962 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -10088037.000000 Penalty: 5408.461426
	Iteration 147Q: 3 clusters Score -1.008804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52964 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -10088034.000000 Penalty: 5408.461426
	Iteration 148Q: 3 clusters Score -1.008803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52965 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -10088038.000000 Penalty: 5408.461426
	Iteration 149Q: 3 clusters Score -1.008804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52965 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -10088042.000000 Penalty: 5408.461426
	Iteration 150Q: 3 clusters Score -1.008804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52966 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -10088035.000000 Penalty: 5408.461426
	Iteration 151Q: 3 clusters Score -1.008804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52968 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -10088032.000000 Penalty: 5408.461426
	Iteration 152Q: 3 clusters Score -1.008803e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52972 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -10088017.000000 Penalty: 5408.461426
	Iteration 153Q: 3 clusters Score -1.008802e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52980 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -10088013.000000 Penalty: 5408.461426
	Iteration 154Q: 3 clusters Score -1.008801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52983 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -10088016.000000 Penalty: 5408.461426
	Iteration 155Q: 3 clusters Score -1.008802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52989 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -10088017.000000 Penalty: 5408.461426
	Iteration 156Q: 3 clusters Score -1.008802e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53000 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -10088016.000000 Penalty: 5408.461426
	Iteration 157Q: 3 clusters Score -1.008802e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53013 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -10088010.000000 Penalty: 5408.461426
	Iteration 158Q: 3 clusters Score -1.008801e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53028 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -10088015.000000 Penalty: 5408.461426
	Iteration 159Q: 3 clusters Score -1.008802e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53040 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -10088013.000000 Penalty: 5408.461426
	Iteration 160F: 3 clusters Score -1.008801e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53050 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -10088018.000000 Penalty: 5408.461426
	Iteration 161Q: 3 clusters Score -1.008802e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53061 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -10088030.000000 Penalty: 5408.461426
	Iteration 162Q: 3 clusters Score -1.008803e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53074 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -10088036.000000 Penalty: 5408.461426
	Iteration 163Q: 3 clusters Score -1.008804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53081 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -10088045.000000 Penalty: 5408.461426
	Iteration 164Q: 3 clusters Score -1.008804e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53095 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -10088027.000000 Penalty: 5408.461426
	Iteration 165Q: 3 clusters Score -1.008803e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53113 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -10088010.000000 Penalty: 5408.461426
	Iteration 166Q: 3 clusters Score -1.008801e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53128 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -10088029.000000 Penalty: 5408.461426
	Iteration 167Q: 3 clusters Score -1.008803e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53145 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -10088024.000000 Penalty: 5408.461426
	Iteration 168Q: 3 clusters Score -1.008802e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53156 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -10088018.000000 Penalty: 5408.461426
	Iteration 169Q: 3 clusters Score -1.008802e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53171 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -10088021.000000 Penalty: 5408.461426
	Iteration 170Q: 3 clusters Score -1.008802e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53187 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -10088037.000000 Penalty: 5408.461426
	Iteration 171Q: 3 clusters Score -1.008804e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53199 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -10088034.000000 Penalty: 5408.461426
	Iteration 172Q: 3 clusters Score -1.008803e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53206 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -10088033.000000 Penalty: 5408.461426
	Iteration 173Q: 3 clusters Score -1.008803e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53210 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -10088046.000000 Penalty: 5408.461426
	Iteration 174Q: 3 clusters Score -1.008805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53212 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -10088043.000000 Penalty: 5408.461426
	Iteration 175Q: 3 clusters Score -1.008804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53215 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -10088050.000000 Penalty: 5408.461426
	Iteration 176Q: 3 clusters Score -1.008805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53218 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -10088046.000000 Penalty: 5408.461426
	Iteration 177Q: 3 clusters Score -1.008805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53220 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -10088042.000000 Penalty: 5408.461426
	Iteration 178Q: 3 clusters Score -1.008804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53224 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -10088037.000000 Penalty: 5408.461426
	Iteration 179Q: 3 clusters Score -1.008804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53228 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -10088031.000000 Penalty: 5408.461426
	Iteration 180F: 3 clusters Score -1.008803e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53237 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -10088027.000000 Penalty: 5408.461426
	Iteration 181Q: 3 clusters Score -1.008803e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53241 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -10088032.000000 Penalty: 5408.461426
	Iteration 182Q: 3 clusters Score -1.008803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53246 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -10088032.000000 Penalty: 5408.461426
	Iteration 183Q: 3 clusters Score -1.008803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53249 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -10088044.000000 Penalty: 5408.461426
	Iteration 184Q: 3 clusters Score -1.008804e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53251 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -10088040.000000 Penalty: 5408.461426
	Iteration 185Q: 3 clusters Score -1.008804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53250 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -10088041.000000 Penalty: 5408.461426
	Iteration 186Q: 3 clusters Score -1.008804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53249 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -10088045.000000 Penalty: 5408.461426
	Iteration 187Q: 3 clusters Score -1.008804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53246 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -10088042.000000 Penalty: 5408.461426
	Iteration 188Q: 3 clusters Score -1.008804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53248 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -10088047.000000 Penalty: 5408.461426
	Iteration 189Q: 3 clusters Score -1.008805e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53248 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -10088048.000000 Penalty: 5408.461426
	Iteration 190Q: 3 clusters Score -1.008805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53249 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -10088047.000000 Penalty: 5408.461426
	Iteration 191Q: 3 clusters Score -1.008805e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53249 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -10088047.000000 Penalty: 5408.461426
	Iteration 192F: 3 clusters Score -1.008805e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (45732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45732 members 
Entering Unmasked Estep 
Score: -8394687.000000 Penalty: 2661.177246
	Iteration 0F: 2 clusters Score -8394687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -8366172.000000 Penalty: 5322.354492
	Iteration 0F: 3 clusters Score -8366172 nChanged 20972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -8377712.000000 Penalty: 5322.354492
	Iteration 1F: 3 clusters Score -8377712 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -8378078.500000 Penalty: 5322.354492
	Iteration 2Q: 3 clusters Score -8378078 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -8378452.500000 Penalty: 5322.354492
	Iteration 3Q: 3 clusters Score -8378452 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -8378761.500000 Penalty: 5322.354492
	Iteration 4Q: 3 clusters Score -8378762 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -8379134.500000 Penalty: 5322.354492
	Iteration 5Q: 3 clusters Score -8379134 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -8379366.000000 Penalty: 5322.354492
	Iteration 6Q: 3 clusters Score -8379366 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -8379691.500000 Penalty: 5322.354492
	Iteration 7Q: 3 clusters Score -8379692 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -8380005.500000 Penalty: 5322.354492
	Iteration 8Q: 3 clusters Score -8380006 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -8380457.000000 Penalty: 5322.354492
	Iteration 9Q: 3 clusters Score -8380457 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -8381127.500000 Penalty: 5322.354492
	Iteration 10Q: 3 clusters Score -8381128 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -8382202.500000 Penalty: 5322.354492
	Iteration 11Q: 3 clusters Score -8382202 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -8383613.000000 Penalty: 5322.354492
	Iteration 12Q: 3 clusters Score -8383613 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -8385357.500000 Penalty: 5322.354492
	Iteration 13F: 3 clusters Score -8385358 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -8386906.500000 Penalty: 5322.354492
	Iteration 14F: 3 clusters Score -8386906 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -8387894.500000 Penalty: 5322.354492
	Iteration 15Q: 3 clusters Score -8387894 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -8388638.000000 Penalty: 5322.354492
	Iteration 16Q: 3 clusters Score -8388638 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -8389007.000000 Penalty: 5322.354492
	Iteration 17Q: 3 clusters Score -8389007 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -8389402.000000 Penalty: 5322.354492
	Iteration 18Q: 3 clusters Score -8389402 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33121 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -8389756.000000 Penalty: 5322.354492
	Iteration 19Q: 3 clusters Score -8389756 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -8390103.000000 Penalty: 5322.354492
	Iteration 20F: 3 clusters Score -8390103 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -8390498.000000 Penalty: 5322.354492
	Iteration 21Q: 3 clusters Score -8390498 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -8390919.000000 Penalty: 5322.354492
	Iteration 22Q: 3 clusters Score -8390919 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -8391328.000000 Penalty: 5322.354492
	Iteration 23Q: 3 clusters Score -8391328 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -8391676.000000 Penalty: 5322.354492
	Iteration 24Q: 3 clusters Score -8391676 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -8391970.000000 Penalty: 5322.354492
	Iteration 25Q: 3 clusters Score -8391970 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -8392324.000000 Penalty: 5322.354492
	Iteration 26Q: 3 clusters Score -8392324 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38569 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -8392630.000000 Penalty: 5322.354492
	Iteration 27Q: 3 clusters Score -8392630 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8392889 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8393126 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39946 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -8393295.000000 Penalty: 5322.354492
	Iteration 30Q: 3 clusters Score -8393295 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8393393 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8393488 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40918 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8393564 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41178 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -8393614.000000 Penalty: 5322.354492
	Iteration 34Q: 3 clusters Score -8393614 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -8393621.000000 Penalty: 5322.354492
	Iteration 35Q: 3 clusters Score -8393621 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -8393629.000000 Penalty: 5322.354492
	Iteration 36Q: 3 clusters Score -8393629 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -8393623.000000 Penalty: 5322.354492
	Iteration 37Q: 3 clusters Score -8393623 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -8393589.000000 Penalty: 5322.354492
	Iteration 38Q: 3 clusters Score -8393589 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42185 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -8393537.000000 Penalty: 5322.354492
	Iteration 39Q: 3 clusters Score -8393537 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42335 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -8393519.000000 Penalty: 5322.354492
	Iteration 40F: 3 clusters Score -8393519 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -8393508.000000 Penalty: 5322.354492
	Iteration 41Q: 3 clusters Score -8393508 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42606 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -8393520.000000 Penalty: 5322.354492
	Iteration 42Q: 3 clusters Score -8393520 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -8393493.000000 Penalty: 5322.354492
	Iteration 43Q: 3 clusters Score -8393493 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42854 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -8393443.000000 Penalty: 5322.354492
	Iteration 44Q: 3 clusters Score -8393443 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -8393460.000000 Penalty: 5322.354492
	Iteration 45Q: 3 clusters Score -8393460 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -8393440.000000 Penalty: 5322.354492
	Iteration 46Q: 3 clusters Score -8393440 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43270 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -8393439.000000 Penalty: 5322.354492
	Iteration 47Q: 3 clusters Score -8393439 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -8393391.000000 Penalty: 5322.354492
	Iteration 48Q: 3 clusters Score -8393391 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -8393341.000000 Penalty: 5322.354492
	Iteration 49Q: 3 clusters Score -8393341 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -8393313.000000 Penalty: 5322.354492
	Iteration 50Q: 3 clusters Score -8393313 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -8393287.000000 Penalty: 5322.354492
	Iteration 51Q: 3 clusters Score -8393287 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -8393276.000000 Penalty: 5322.354492
	Iteration 52Q: 3 clusters Score -8393276 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -8393274.000000 Penalty: 5322.354492
	Iteration 53Q: 3 clusters Score -8393274 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43938 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -8393231.000000 Penalty: 5322.354492
	Iteration 54Q: 3 clusters Score -8393231 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -8393208.000000 Penalty: 5322.354492
	Iteration 55Q: 3 clusters Score -8393208 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44067 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -8393208.000000 Penalty: 5322.354492
	Iteration 56Q: 3 clusters Score -8393208 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44127 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -8393203.000000 Penalty: 5322.354492
	Iteration 57Q: 3 clusters Score -8393203 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44171 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -8393196.000000 Penalty: 5322.354492
	Iteration 58Q: 3 clusters Score -8393196 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -8393189.000000 Penalty: 5322.354492
	Iteration 59Q: 3 clusters Score -8393189 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44236 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -8393164.000000 Penalty: 5322.354492
	Iteration 60F: 3 clusters Score -8393164 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44273 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -8393147.000000 Penalty: 5322.354492
	Iteration 61Q: 3 clusters Score -8393147 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44307 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -8393131.000000 Penalty: 5322.354492
	Iteration 62Q: 3 clusters Score -8393131 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44342 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -8393143.000000 Penalty: 5322.354492
	Iteration 63Q: 3 clusters Score -8393143 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44374 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -8393115.000000 Penalty: 5322.354492
	Iteration 64Q: 3 clusters Score -8393115 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44401 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -8393126.000000 Penalty: 5322.354492
	Iteration 65Q: 3 clusters Score -8393126 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -8393109.000000 Penalty: 5322.354492
	Iteration 66Q: 3 clusters Score -8393109 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8393129 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44473 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -8393131.000000 Penalty: 5322.354492
	Iteration 68Q: 3 clusters Score -8393131 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44489 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -8393119.000000 Penalty: 5322.354492
	Iteration 69Q: 3 clusters Score -8393119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44503 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -8393101.000000 Penalty: 5322.354492
	Iteration 70Q: 3 clusters Score -8393101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44508 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -8393101.000000 Penalty: 5322.354492
	Iteration 71Q: 3 clusters Score -8393101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44516 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -8393096.000000 Penalty: 5322.354492
	Iteration 72Q: 3 clusters Score -8393096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -8393093.000000 Penalty: 5322.354492
	Iteration 73Q: 3 clusters Score -8393093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -8393084.000000 Penalty: 5322.354492
	Iteration 74Q: 3 clusters Score -8393084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44532 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -8393083.000000 Penalty: 5322.354492
	Iteration 75Q: 3 clusters Score -8393083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44536 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8393083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44537 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -8393080.000000 Penalty: 5322.354492
	Iteration 77Q: 3 clusters Score -8393080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44538 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8393083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -8393073.000000 Penalty: 5322.354492
	Iteration 79Q: 3 clusters Score -8393073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -8393074.000000 Penalty: 5322.354492
	Iteration 80F: 3 clusters Score -8393074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8393073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -8393073.000000 Penalty: 5322.354492
	Iteration 82F: 3 clusters Score -8393073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46828 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2594 members 
Mstep: Class 4 contains 48712 members 
Mstep: Class 5 contains 46502 members 
Mstep: Class 6 contains 49503 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 46797 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 697 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 753 members 
Mstep: Class 14 contains 47002 members 
Mstep: Class 15 contains 48508 members 
Mstep: Class 16 contains 29838 members 
Mstep: Class 17 contains 45989 members 
Mstep: Class 18 contains 1292 members 
Mstep: Class 19 contains 50994 members 
Mstep: Class 22 contains 48217 members 
Mstep: Class 23 contains 54402 members 
Mstep: Class 24 contains 45732 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 23 clusters Score -1.111872e+08 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46826 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2590 members 
Mstep: Class 4 contains 48688 members 
Mstep: Class 5 contains 46479 members 
Mstep: Class 6 contains 49555 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 46812 members 
Mstep: Class 9 contains 1309 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 697 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 753 members 
Mstep: Class 14 contains 47001 members 
Mstep: Class 15 contains 48563 members 
Mstep: Class 16 contains 29681 members 
Mstep: Class 17 contains 45979 members 
Mstep: Class 18 contains 1293 members 
Mstep: Class 19 contains 50930 members 
Mstep: Class 22 contains 48281 members 
Mstep: Class 23 contains 54506 members 
Mstep: Class 24 contains 45728 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 23 clusters Score -1.111868e+08 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46794 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2584 members 
Mstep: Class 4 contains 48668 members 
Mstep: Class 5 contains 46431 members 
Mstep: Class 6 contains 49588 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 46848 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 753 members 
Mstep: Class 14 contains 47011 members 
Mstep: Class 15 contains 48573 members 
Mstep: Class 16 contains 29544 members 
Mstep: Class 17 contains 45975 members 
Mstep: Class 18 contains 1292 members 
Mstep: Class 19 contains 50876 members 
Mstep: Class 22 contains 48397 members 
Mstep: Class 23 contains 54604 members 
Mstep: Class 24 contains 45727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111186968.000000 Penalty: 72750.632812
Iteration 121Q: 23 clusters Score -1.11187e+08 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46763 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2578 members 
Mstep: Class 4 contains 48653 members 
Mstep: Class 5 contains 46383 members 
Mstep: Class 6 contains 49659 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 46866 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 753 members 
Mstep: Class 14 contains 46993 members 
Mstep: Class 15 contains 48558 members 
Mstep: Class 16 contains 29434 members 
Mstep: Class 17 contains 46022 members 
Mstep: Class 18 contains 1293 members 
Mstep: Class 19 contains 50830 members 
Mstep: Class 22 contains 48487 members 
Mstep: Class 23 contains 54674 members 
Mstep: Class 24 contains 45719 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 122Q: 23 clusters Score -1.111871e+08 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46732 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2570 members 
Mstep: Class 4 contains 48636 members 
Mstep: Class 5 contains 46366 members 
Mstep: Class 6 contains 49791 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 46868 members 
Mstep: Class 9 contains 1310 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 753 members 
Mstep: Class 14 contains 46979 members 
Mstep: Class 15 contains 48563 members 
Mstep: Class 16 contains 29313 members 
Mstep: Class 17 contains 46019 members 
Mstep: Class 18 contains 1293 members 
Mstep: Class 19 contains 50820 members 
Mstep: Class 22 contains 48520 members 
Mstep: Class 23 contains 54730 members 
Mstep: Class 24 contains 45712 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 123Q: 23 clusters Score -1.11187e+08 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46687 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2562 members 
Mstep: Class 4 contains 48620 members 
Mstep: Class 5 contains 46366 members 
Mstep: Class 6 contains 49829 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 46920 members 
Mstep: Class 9 contains 1308 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 753 members 
Mstep: Class 14 contains 46964 members 
Mstep: Class 15 contains 48557 members 
Mstep: Class 16 contains 29184 members 
Mstep: Class 17 contains 46021 members 
Mstep: Class 18 contains 1292 members 
Mstep: Class 19 contains 50820 members 
Mstep: Class 22 contains 48592 members 
Mstep: Class 23 contains 54808 members 
Mstep: Class 24 contains 45692 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 124Q: 23 clusters Score -1.11187e+08 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46696 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 48622 members 
Mstep: Class 5 contains 46352 members 
Mstep: Class 6 contains 49864 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 46951 members 
Mstep: Class 9 contains 1307 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 753 members 
Mstep: Class 14 contains 46929 members 
Mstep: Class 15 contains 48608 members 
Mstep: Class 16 contains 29037 members 
Mstep: Class 17 contains 45973 members 
Mstep: Class 18 contains 1293 members 
Mstep: Class 19 contains 50843 members 
Mstep: Class 22 contains 48670 members 
Mstep: Class 23 contains 54844 members 
Mstep: Class 24 contains 45681 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 125Q: 23 clusters Score -1.111871e+08 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46678 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2544 members 
Mstep: Class 4 contains 48628 members 
Mstep: Class 5 contains 46366 members 
Mstep: Class 6 contains 49923 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 46987 members 
Mstep: Class 9 contains 1306 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 753 members 
Mstep: Class 14 contains 46910 members 
Mstep: Class 15 contains 48589 members 
Mstep: Class 16 contains 28912 members 
Mstep: Class 17 contains 45948 members 
Mstep: Class 18 contains 1295 members 
Mstep: Class 19 contains 50858 members 
Mstep: Class 22 contains 48727 members 
Mstep: Class 23 contains 54885 members 
Mstep: Class 24 contains 45666 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 126Q: 23 clusters Score -1.111871e+08 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46675 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2537 members 
Mstep: Class 4 contains 48638 members 
Mstep: Class 5 contains 46409 members 
Mstep: Class 6 contains 49928 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 47025 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 753 members 
Mstep: Class 14 contains 46915 members 
Mstep: Class 15 contains 48551 members 
Mstep: Class 16 contains 28799 members 
Mstep: Class 17 contains 45886 members 
Mstep: Class 18 contains 1296 members 
Mstep: Class 19 contains 50843 members 
Mstep: Class 22 contains 48741 members 
Mstep: Class 23 contains 55005 members 
Mstep: Class 24 contains 45669 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 127Q: 23 clusters Score -1.11187e+08 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46672 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2531 members 
Mstep: Class 4 contains 48639 members 
Mstep: Class 5 contains 46440 members 
Mstep: Class 6 contains 49890 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 47060 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 753 members 
Mstep: Class 14 contains 46936 members 
Mstep: Class 15 contains 48533 members 
Mstep: Class 16 contains 28704 members 
Mstep: Class 17 contains 45847 members 
Mstep: Class 18 contains 1295 members 
Mstep: Class 19 contains 50833 members 
Mstep: Class 22 contains 48771 members 
Mstep: Class 23 contains 55094 members 
Mstep: Class 24 contains 45671 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 128Q: 23 clusters Score -1.11187e+08 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2524 members 
Mstep: Class 4 contains 48685 members 
Mstep: Class 5 contains 46471 members 
Mstep: Class 6 contains 49855 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 47080 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 753 members 
Mstep: Class 14 contains 46959 members 
Mstep: Class 15 contains 48499 members 
Mstep: Class 16 contains 28614 members 
Mstep: Class 17 contains 45778 members 
Mstep: Class 18 contains 1293 members 
Mstep: Class 19 contains 50816 members 
Mstep: Class 22 contains 48814 members 
Mstep: Class 23 contains 55179 members 
Mstep: Class 24 contains 45693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111187104.000000 Penalty: 72750.632812
Iteration 129Q: 23 clusters Score -1.111871e+08 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46649 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2518 members 
Mstep: Class 4 contains 48697 members 
Mstep: Class 5 contains 46531 members 
Mstep: Class 6 contains 49759 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 47078 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 753 members 
Mstep: Class 14 contains 46997 members 
Mstep: Class 15 contains 48535 members 
Mstep: Class 16 contains 28521 members 
Mstep: Class 17 contains 45741 members 
Mstep: Class 18 contains 1297 members 
Mstep: Class 19 contains 50809 members 
Mstep: Class 22 contains 48838 members 
Mstep: Class 23 contains 55215 members 
Mstep: Class 24 contains 45732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111187192.000000 Penalty: 72750.632812
Iteration 130Q: 23 clusters Score -1.111872e+08 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46656 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2513 members 
Mstep: Class 4 contains 48704 members 
Mstep: Class 5 contains 46569 members 
Mstep: Class 6 contains 49735 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 47093 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 753 members 
Mstep: Class 14 contains 47017 members 
Mstep: Class 15 contains 48546 members 
Mstep: Class 16 contains 28427 members 
Mstep: Class 17 contains 45707 members 
Mstep: Class 18 contains 1298 members 
Mstep: Class 19 contains 50764 members 
Mstep: Class 22 contains 48901 members 
Mstep: Class 23 contains 55247 members 
Mstep: Class 24 contains 45740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111187136.000000 Penalty: 72750.632812
Iteration 131Q: 23 clusters Score -1.111871e+08 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46642 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2508 members 
Mstep: Class 4 contains 48702 members 
Mstep: Class 5 contains 46584 members 
Mstep: Class 6 contains 49741 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 47109 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 753 members 
Mstep: Class 14 contains 47009 members 
Mstep: Class 15 contains 48522 members 
Mstep: Class 16 contains 28313 members 
Mstep: Class 17 contains 45684 members 
Mstep: Class 18 contains 1298 members 
Mstep: Class 19 contains 50762 members 
Mstep: Class 22 contains 48992 members 
Mstep: Class 23 contains 55292 members 
Mstep: Class 24 contains 45759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111187128.000000 Penalty: 72750.632812
Iteration 132Q: 23 clusters Score -1.111871e+08 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46647 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2503 members 
Mstep: Class 4 contains 48689 members 
Mstep: Class 5 contains 46595 members 
Mstep: Class 6 contains 49754 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 47122 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 753 members 
Mstep: Class 14 contains 47024 members 
Mstep: Class 15 contains 48486 members 
Mstep: Class 16 contains 28215 members 
Mstep: Class 17 contains 45645 members 
Mstep: Class 18 contains 1300 members 
Mstep: Class 19 contains 50763 members 
Mstep: Class 22 contains 49064 members 
Mstep: Class 23 contains 55329 members 
Mstep: Class 24 contains 45781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111187032.000000 Penalty: 72750.632812
Iteration 133Q: 23 clusters Score -1.11187e+08 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46626 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2498 members 
Mstep: Class 4 contains 48677 members 
Mstep: Class 5 contains 46627 members 
Mstep: Class 6 contains 49795 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 47110 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 47029 members 
Mstep: Class 15 contains 48428 members 
Mstep: Class 16 contains 28104 members 
Mstep: Class 17 contains 45621 members 
Mstep: Class 18 contains 1307 members 
Mstep: Class 19 contains 50773 members 
Mstep: Class 22 contains 49113 members 
Mstep: Class 23 contains 55423 members 
Mstep: Class 24 contains 45787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111187168.000000 Penalty: 72750.632812
Iteration 134Q: 23 clusters Score -1.111872e+08 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46599 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2489 members 
Mstep: Class 4 contains 48679 members 
Mstep: Class 5 contains 46644 members 
Mstep: Class 6 contains 49826 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 47101 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 47043 members 
Mstep: Class 15 contains 48419 members 
Mstep: Class 16 contains 28024 members 
Mstep: Class 17 contains 45583 members 
Mstep: Class 18 contains 1312 members 
Mstep: Class 19 contains 50766 members 
Mstep: Class 22 contains 49145 members 
Mstep: Class 23 contains 55502 members 
Mstep: Class 24 contains 45786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111187304.000000 Penalty: 72750.632812
Iteration 135Q: 23 clusters Score -1.111873e+08 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46583 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2480 members 
Mstep: Class 4 contains 48672 members 
Mstep: Class 5 contains 46608 members 
Mstep: Class 6 contains 49867 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 47116 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 47065 members 
Mstep: Class 15 contains 48388 members 
Mstep: Class 16 contains 27935 members 
Mstep: Class 17 contains 45588 members 
Mstep: Class 18 contains 1318 members 
Mstep: Class 19 contains 50769 members 
Mstep: Class 22 contains 49209 members 
Mstep: Class 23 contains 55518 members 
Mstep: Class 24 contains 45801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111187016.000000 Penalty: 72750.632812
Iteration 136Q: 23 clusters Score -1.11187e+08 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46576 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2473 members 
Mstep: Class 4 contains 48641 members 
Mstep: Class 5 contains 46590 members 
Mstep: Class 6 contains 49879 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 47086 members 
Mstep: Class 9 contains 1305 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 47055 members 
Mstep: Class 15 contains 48375 members 
Mstep: Class 16 contains 27870 members 
Mstep: Class 17 contains 45598 members 
Mstep: Class 18 contains 1323 members 
Mstep: Class 19 contains 50771 members 
Mstep: Class 22 contains 49273 members 
Mstep: Class 23 contains 55609 members 
Mstep: Class 24 contains 45798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111187024.000000 Penalty: 72750.632812
Iteration 137Q: 23 clusters Score -1.11187e+08 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46605 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2465 members 
Mstep: Class 4 contains 48592 members 
Mstep: Class 5 contains 46556 members 
Mstep: Class 6 contains 49907 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 47073 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 47051 members 
Mstep: Class 15 contains 48353 members 
Mstep: Class 16 contains 27793 members 
Mstep: Class 17 contains 45609 members 
Mstep: Class 18 contains 1325 members 
Mstep: Class 19 contains 50778 members 
Mstep: Class 22 contains 49354 members 
Mstep: Class 23 contains 55658 members 
Mstep: Class 24 contains 45799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111187040.000000 Penalty: 72750.632812
Iteration 138Q: 23 clusters Score -1.11187e+08 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46624 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2459 members 
Mstep: Class 4 contains 48586 members 
Mstep: Class 5 contains 46514 members 
Mstep: Class 6 contains 49935 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 47052 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 47065 members 
Mstep: Class 15 contains 48343 members 
Mstep: Class 16 contains 27728 members 
Mstep: Class 17 contains 45607 members 
Mstep: Class 18 contains 1325 members 
Mstep: Class 19 contains 50790 members 
Mstep: Class 22 contains 49427 members 
Mstep: Class 23 contains 55661 members 
Mstep: Class 24 contains 45802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111187200.000000 Penalty: 72750.632812
Iteration 139Q: 23 clusters Score -1.111872e+08 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46613 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2456 members 
Mstep: Class 4 contains 48537 members 
Mstep: Class 5 contains 46523 members 
Mstep: Class 6 contains 50000 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 47131 members 
Mstep: Class 9 contains 1304 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 47063 members 
Mstep: Class 15 contains 48291 members 
Mstep: Class 16 contains 27628 members 
Mstep: Class 17 contains 45594 members 
Mstep: Class 18 contains 1322 members 
Mstep: Class 19 contains 50785 members 
Mstep: Class 22 contains 49500 members 
Mstep: Class 23 contains 55667 members 
Mstep: Class 24 contains 45808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111187152.000000 Penalty: 72750.632812
Iteration 140F: 23 clusters Score -1.111872e+08 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46613 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2451 members 
Mstep: Class 4 contains 48468 members 
Mstep: Class 5 contains 46568 members 
Mstep: Class 6 contains 50061 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 47225 members 
Mstep: Class 9 contains 1303 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 47055 members 
Mstep: Class 15 contains 48237 members 
Mstep: Class 16 contains 27531 members 
Mstep: Class 17 contains 45563 members 
Mstep: Class 18 contains 1329 members 
Mstep: Class 19 contains 50774 members 
Mstep: Class 22 contains 49526 members 
Mstep: Class 23 contains 55703 members 
Mstep: Class 24 contains 45815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111187272.000000 Penalty: 72750.632812
Iteration 141Q: 23 clusters Score -1.111873e+08 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46626 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2440 members 
Mstep: Class 4 contains 48394 members 
Mstep: Class 5 contains 46586 members 
Mstep: Class 6 contains 50180 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 47259 members 
Mstep: Class 9 contains 1303 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 47062 members 
Mstep: Class 15 contains 48230 members 
Mstep: Class 16 contains 27449 members 
Mstep: Class 17 contains 45534 members 
Mstep: Class 18 contains 1327 members 
Mstep: Class 19 contains 50742 members 
Mstep: Class 22 contains 49579 members 
Mstep: Class 23 contains 55709 members 
Mstep: Class 24 contains 45803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111187384.000000 Penalty: 72750.632812
Iteration 142Q: 23 clusters Score -1.111874e+08 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46621 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2435 members 
Mstep: Class 4 contains 48305 members 
Mstep: Class 5 contains 46604 members 
Mstep: Class 6 contains 50231 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 47294 members 
Mstep: Class 9 contains 1303 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 47079 members 
Mstep: Class 15 contains 48226 members 
Mstep: Class 16 contains 27377 members 
Mstep: Class 17 contains 45538 members 
Mstep: Class 18 contains 1327 members 
Mstep: Class 19 contains 50732 members 
Mstep: Class 22 contains 49638 members 
Mstep: Class 23 contains 55723 members 
Mstep: Class 24 contains 45790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111187288.000000 Penalty: 72750.632812
Iteration 143Q: 23 clusters Score -1.111873e+08 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2433 members 
Mstep: Class 4 contains 48278 members 
Mstep: Class 5 contains 46642 members 
Mstep: Class 6 contains 50210 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 47307 members 
Mstep: Class 9 contains 1303 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 695 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 752 members 
Mstep: Class 14 contains 47081 members 
Mstep: Class 15 contains 48227 members 
Mstep: Class 16 contains 27312 members 
Mstep: Class 17 contains 45528 members 
Mstep: Class 18 contains 1325 members 
Mstep: Class 19 contains 50721 members 
Mstep: Class 22 contains 49716 members 
Mstep: Class 23 contains 55750 members 
Mstep: Class 24 contains 45802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111187680.000000 Penalty: 72750.632812
Iteration 144Q: 23 clusters Score -1.111877e+08 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46578 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2432 members 
Mstep: Class 4 contains 48266 members 
Mstep: Class 5 contains 46664 members 
Mstep: Class 6 contains 50187 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 47304 members 
Mstep: Class 9 contains 1303 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 695 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 751 members 
Mstep: Class 14 contains 47084 members 
Mstep: Class 15 contains 48192 members 
Mstep: Class 16 contains 27236 members 
Mstep: Class 17 contains 45520 members 
Mstep: Class 18 contains 1327 members 
Mstep: Class 19 contains 50730 members 
Mstep: Class 22 contains 49778 members 
Mstep: Class 23 contains 55795 members 
Mstep: Class 24 contains 45829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111187704.000000 Penalty: 72750.632812
Iteration 145Q: 23 clusters Score -1.111877e+08 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46571 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2428 members 
Mstep: Class 4 contains 48266 members 
Mstep: Class 5 contains 46673 members 
Mstep: Class 6 contains 50203 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 47313 members 
Mstep: Class 9 contains 1303 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 695 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 751 members 
Mstep: Class 14 contains 47061 members 
Mstep: Class 15 contains 48147 members 
Mstep: Class 16 contains 27184 members 
Mstep: Class 17 contains 45559 members 
Mstep: Class 18 contains 1326 members 
Mstep: Class 19 contains 50723 members 
Mstep: Class 22 contains 49848 members 
Mstep: Class 23 contains 55792 members 
Mstep: Class 24 contains 45828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111187520.000000 Penalty: 72750.632812
Iteration 146Q: 23 clusters Score -1.111875e+08 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46574 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 48265 members 
Mstep: Class 5 contains 46669 members 
Mstep: Class 6 contains 50181 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 47309 members 
Mstep: Class 9 contains 1303 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 695 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 751 members 
Mstep: Class 14 contains 47080 members 
Mstep: Class 15 contains 48100 members 
Mstep: Class 16 contains 27122 members 
Mstep: Class 17 contains 45543 members 
Mstep: Class 18 contains 1329 members 
Mstep: Class 19 contains 50719 members 
Mstep: Class 22 contains 49953 members 
Mstep: Class 23 contains 55806 members 
Mstep: Class 24 contains 45847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111187544.000000 Penalty: 72750.632812
Iteration 147Q: 23 clusters Score -1.111875e+08 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46570 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 48254 members 
Mstep: Class 5 contains 46662 members 
Mstep: Class 6 contains 50125 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 47308 members 
Mstep: Class 9 contains 1303 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 695 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 751 members 
Mstep: Class 14 contains 47122 members 
Mstep: Class 15 contains 48101 members 
Mstep: Class 16 contains 27065 members 
Mstep: Class 17 contains 45568 members 
Mstep: Class 18 contains 1328 members 
Mstep: Class 19 contains 50703 members 
Mstep: Class 22 contains 50013 members 
Mstep: Class 23 contains 55811 members 
Mstep: Class 24 contains 45868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111187720.000000 Penalty: 72750.632812
Iteration 148Q: 23 clusters Score -1.111877e+08 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 48226 members 
Mstep: Class 5 contains 46680 members 
Mstep: Class 6 contains 50054 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 47318 members 
Mstep: Class 9 contains 1303 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 695 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 751 members 
Mstep: Class 14 contains 47101 members 
Mstep: Class 15 contains 48129 members 
Mstep: Class 16 contains 27011 members 
Mstep: Class 17 contains 45607 members 
Mstep: Class 18 contains 1330 members 
Mstep: Class 19 contains 50687 members 
Mstep: Class 22 contains 50074 members 
Mstep: Class 23 contains 55830 members 
Mstep: Class 24 contains 45877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111187800.000000 Penalty: 72750.632812
Iteration 149Q: 23 clusters Score -1.111878e+08 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2425 members 
Mstep: Class 4 contains 48195 members 
Mstep: Class 5 contains 46743 members 
Mstep: Class 6 contains 50009 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 47350 members 
Mstep: Class 9 contains 1303 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 695 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 751 members 
Mstep: Class 14 contains 47076 members 
Mstep: Class 15 contains 48170 members 
Mstep: Class 16 contains 26961 members 
Mstep: Class 17 contains 45565 members 
Mstep: Class 18 contains 1335 members 
Mstep: Class 19 contains 50695 members 
Mstep: Class 22 contains 50081 members 
Mstep: Class 23 contains 55852 members 
Mstep: Class 24 contains 45916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111187536.000000 Penalty: 72750.632812
Iteration 150Q: 23 clusters Score -1.111875e+08 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46536 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2424 members 
Mstep: Class 4 contains 48161 members 
Mstep: Class 5 contains 46849 members 
Mstep: Class 6 contains 49920 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 47402 members 
Mstep: Class 9 contains 1303 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 695 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 751 members 
Mstep: Class 14 contains 47081 members 
Mstep: Class 15 contains 48171 members 
Mstep: Class 16 contains 26919 members 
Mstep: Class 17 contains 45547 members 
Mstep: Class 18 contains 1337 members 
Mstep: Class 19 contains 50675 members 
Mstep: Class 22 contains 50074 members 
Mstep: Class 23 contains 55874 members 
Mstep: Class 24 contains 45952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111187768.000000 Penalty: 72750.632812
Iteration 151Q: 23 clusters Score -1.111878e+08 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46554 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 48115 members 
Mstep: Class 5 contains 46911 members 
Mstep: Class 6 contains 49826 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 47467 members 
Mstep: Class 9 contains 1303 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 695 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 751 members 
Mstep: Class 14 contains 47100 members 
Mstep: Class 15 contains 48141 members 
Mstep: Class 16 contains 26883 members 
Mstep: Class 17 contains 45537 members 
Mstep: Class 18 contains 1339 members 
Mstep: Class 19 contains 50653 members 
Mstep: Class 22 contains 50111 members 
Mstep: Class 23 contains 55882 members 
Mstep: Class 24 contains 45980 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 152Q: 23 clusters Score -1.111885e+08 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46570 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 48118 members 
Mstep: Class 5 contains 47005 members 
Mstep: Class 6 contains 49755 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 47497 members 
Mstep: Class 9 contains 1303 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 695 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 751 members 
Mstep: Class 14 contains 47085 members 
Mstep: Class 15 contains 48130 members 
Mstep: Class 16 contains 26850 members 
Mstep: Class 17 contains 45508 members 
Mstep: Class 18 contains 1338 members 
Mstep: Class 19 contains 50646 members 
Mstep: Class 22 contains 50088 members 
Mstep: Class 23 contains 55896 members 
Mstep: Class 24 contains 46014 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 153Q: 23 clusters Score -1.111886e+08 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46572 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 48103 members 
Mstep: Class 5 contains 47078 members 
Mstep: Class 6 contains 49745 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 47572 members 
Mstep: Class 9 contains 1303 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 695 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 751 members 
Mstep: Class 14 contains 47051 members 
Mstep: Class 15 contains 48127 members 
Mstep: Class 16 contains 26814 members 
Mstep: Class 17 contains 45494 members 
Mstep: Class 18 contains 1339 members 
Mstep: Class 19 contains 50641 members 
Mstep: Class 22 contains 50071 members 
Mstep: Class 23 contains 55885 members 
Mstep: Class 24 contains 46007 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 154Q: 23 clusters Score -1.111886e+08 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46578 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2423 members 
Mstep: Class 4 contains 48060 members 
Mstep: Class 5 contains 47155 members 
Mstep: Class 6 contains 49738 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 47622 members 
Mstep: Class 9 contains 1303 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 695 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 751 members 
Mstep: Class 14 contains 47019 members 
Mstep: Class 15 contains 48114 members 
Mstep: Class 16 contains 26791 members 
Mstep: Class 17 contains 45458 members 
Mstep: Class 18 contains 1342 members 
Mstep: Class 19 contains 50644 members 
Mstep: Class 22 contains 50093 members 
Mstep: Class 23 contains 55881 members 
Mstep: Class 24 contains 46004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111188912.000000 Penalty: 72750.632812
Iteration 155Q: 23 clusters Score -1.111889e+08 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46579 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2422 members 
Mstep: Class 4 contains 48025 members 
Mstep: Class 5 contains 47194 members 
Mstep: Class 6 contains 49715 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 47699 members 
Mstep: Class 9 contains 1303 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 695 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 751 members 
Mstep: Class 14 contains 46987 members 
Mstep: Class 15 contains 48079 members 
Mstep: Class 16 contains 26747 members 
Mstep: Class 17 contains 45429 members 
Mstep: Class 18 contains 1342 members 
Mstep: Class 19 contains 50633 members 
Mstep: Class 22 contains 50175 members 
Mstep: Class 23 contains 55909 members 
Mstep: Class 24 contains 45988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111189232.000000 Penalty: 72750.632812
Iteration 156Q: 23 clusters Score -1.111892e+08 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46571 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2421 members 
Mstep: Class 4 contains 47985 members 
Mstep: Class 5 contains 47208 members 
Mstep: Class 6 contains 49660 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 47760 members 
Mstep: Class 9 contains 1303 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 695 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 751 members 
Mstep: Class 14 contains 46983 members 
Mstep: Class 15 contains 48080 members 
Mstep: Class 16 contains 26699 members 
Mstep: Class 17 contains 45448 members 
Mstep: Class 18 contains 1345 members 
Mstep: Class 19 contains 50642 members 
Mstep: Class 22 contains 50215 members 
Mstep: Class 23 contains 55921 members 
Mstep: Class 24 contains 45985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111189352.000000 Penalty: 72750.632812
Iteration 157Q: 23 clusters Score -1.111894e+08 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46557 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2421 members 
Mstep: Class 4 contains 47990 members 
Mstep: Class 5 contains 47195 members 
Mstep: Class 6 contains 49618 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 47824 members 
Mstep: Class 9 contains 1303 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 695 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 46971 members 
Mstep: Class 15 contains 48071 members 
Mstep: Class 16 contains 26652 members 
Mstep: Class 17 contains 45461 members 
Mstep: Class 18 contains 1350 members 
Mstep: Class 19 contains 50658 members 
Mstep: Class 22 contains 50284 members 
Mstep: Class 23 contains 55901 members 
Mstep: Class 24 contains 45971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111189544.000000 Penalty: 72750.632812
Iteration 158Q: 23 clusters Score -1.111895e+08 nChanged 2192
Entering ConstructFrom: 
Score: -111189544.000000 Penalty: 72750.632812
Entering ConstructFrom: 
Trying to split cluster 1 (46534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46534 members 
Entering Unmasked Estep 
Score: -8514574.000000 Penalty: 2665.488770
	Iteration 0F: 2 clusters Score -8514574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -8484820.000000 Penalty: 5330.977539
	Iteration 0F: 3 clusters Score -8484820 nChanged 21491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -8496922.000000 Penalty: 5330.977539
	Iteration 1F: 3 clusters Score -8496922 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 25030 members 
Entering Unmasked Estep 
Score: -8497690.000000 Penalty: 5330.977539
	Iteration 2Q: 3 clusters Score -8497690 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -8498623.000000 Penalty: 5330.977539
	Iteration 3Q: 3 clusters Score -8498623 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 26987 members 
Entering Unmasked Estep 
Score: -8499719.000000 Penalty: 5330.977539
	Iteration 4Q: 3 clusters Score -8499719 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 28301 members 
Entering Unmasked Estep 
Score: -8500966.000000 Penalty: 5330.977539
	Iteration 5Q: 3 clusters Score -8500966 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
Score: -8502443.000000 Penalty: 5330.977539
	Iteration 6Q: 3 clusters Score -8502443 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -8503956.000000 Penalty: 5330.977539
	Iteration 7Q: 3 clusters Score -8503956 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -8505548.000000 Penalty: 5330.977539
	Iteration 8Q: 3 clusters Score -8505548 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -8507044.000000 Penalty: 5330.977539
	Iteration 9Q: 3 clusters Score -8507044 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -8508224.000000 Penalty: 5330.977539
	Iteration 10Q: 3 clusters Score -8508224 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 37677 members 
Entering Unmasked Estep 
Score: -8509120.000000 Penalty: 5330.977539
	Iteration 11Q: 3 clusters Score -8509120 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 38848 members 
Entering Unmasked Estep 
Score: -8509898.000000 Penalty: 5330.977539
	Iteration 12Q: 3 clusters Score -8509898 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -8510480.000000 Penalty: 5330.977539
	Iteration 13Q: 3 clusters Score -8510480 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -8510950.000000 Penalty: 5330.977539
	Iteration 14Q: 3 clusters Score -8510950 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
Score: -8511382.000000 Penalty: 5330.977539
	Iteration 15Q: 3 clusters Score -8511382 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 42432 members 
Entering Unmasked Estep 
Score: -8511666.000000 Penalty: 5330.977539
	Iteration 16Q: 3 clusters Score -8511666 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
Score: -8511876.000000 Penalty: 5330.977539
	Iteration 17Q: 3 clusters Score -8511876 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 43495 members 
Entering Unmasked Estep 
Score: -8512031.000000 Penalty: 5330.977539
	Iteration 18Q: 3 clusters Score -8512031 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 43885 members 
Entering Unmasked Estep 
Score: -8512143.000000 Penalty: 5330.977539
	Iteration 19Q: 3 clusters Score -8512143 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 44206 members 
Entering Unmasked Estep 
Score: -8512199.000000 Penalty: 5330.977539
	Iteration 20F: 3 clusters Score -8512199 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 44429 members 
Entering Unmasked Estep 
Score: -8512238.000000 Penalty: 5330.977539
	Iteration 21Q: 3 clusters Score -8512238 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 44646 members 
Entering Unmasked Estep 
Score: -8512304.000000 Penalty: 5330.977539
	Iteration 22Q: 3 clusters Score -8512304 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 44798 members 
Entering Unmasked Estep 
Score: -8512329.000000 Penalty: 5330.977539
	Iteration 23Q: 3 clusters Score -8512329 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 44902 members 
Entering Unmasked Estep 
Score: -8512362.000000 Penalty: 5330.977539
	Iteration 24Q: 3 clusters Score -8512362 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 44983 members 
Entering Unmasked Estep 
Score: -8512374.000000 Penalty: 5330.977539
	Iteration 25Q: 3 clusters Score -8512374 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 45054 members 
Entering Unmasked Estep 
Score: -8512388.000000 Penalty: 5330.977539
	Iteration 26Q: 3 clusters Score -8512388 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 45116 members 
Entering Unmasked Estep 
Score: -8512406.000000 Penalty: 5330.977539
	Iteration 27Q: 3 clusters Score -8512406 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 45178 members 
Entering Unmasked Estep 
Score: -8512424.000000 Penalty: 5330.977539
	Iteration 28Q: 3 clusters Score -8512424 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 45225 members 
Entering Unmasked Estep 
Score: -8512450.000000 Penalty: 5330.977539
	Iteration 29Q: 3 clusters Score -8512450 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 45270 members 
Entering Unmasked Estep 
Score: -8512452.000000 Penalty: 5330.977539
	Iteration 30Q: 3 clusters Score -8512452 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 45310 members 
Entering Unmasked Estep 
Score: -8512463.000000 Penalty: 5330.977539
	Iteration 31Q: 3 clusters Score -8512463 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 45341 members 
Entering Unmasked Estep 
Score: -8512458.000000 Penalty: 5330.977539
	Iteration 32Q: 3 clusters Score -8512458 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 45359 members 
Entering Unmasked Estep 
Score: -8512469.000000 Penalty: 5330.977539
	Iteration 33Q: 3 clusters Score -8512469 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 45378 members 
Entering Unmasked Estep 
Score: -8512481.000000 Penalty: 5330.977539
	Iteration 34Q: 3 clusters Score -8512481 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -8512477.000000 Penalty: 5330.977539
	Iteration 35Q: 3 clusters Score -8512477 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 45410 members 
Entering Unmasked Estep 
Score: -8512489.000000 Penalty: 5330.977539
	Iteration 36Q: 3 clusters Score -8512489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 45421 members 
Entering Unmasked Estep 
Score: -8512481.000000 Penalty: 5330.977539
	Iteration 37Q: 3 clusters Score -8512481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 45431 members 
Entering Unmasked Estep 
Score: -8512468.000000 Penalty: 5330.977539
	Iteration 38Q: 3 clusters Score -8512468 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 45445 members 
Entering Unmasked Estep 
Score: -8512484.000000 Penalty: 5330.977539
	Iteration 39Q: 3 clusters Score -8512484 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 45460 members 
Entering Unmasked Estep 
Score: -8512488.000000 Penalty: 5330.977539
	Iteration 40F: 3 clusters Score -8512488 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 45468 members 
Entering Unmasked Estep 
Score: -8512496.000000 Penalty: 5330.977539
	Iteration 41Q: 3 clusters Score -8512496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -8512503.000000 Penalty: 5330.977539
	Iteration 42Q: 3 clusters Score -8512503 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 45489 members 
Entering Unmasked Estep 
Score: -8512521.000000 Penalty: 5330.977539
	Iteration 43Q: 3 clusters Score -8512521 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -8512526.000000 Penalty: 5330.977539
	Iteration 44Q: 3 clusters Score -8512526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 45517 members 
Entering Unmasked Estep 
Score: -8512531.000000 Penalty: 5330.977539
	Iteration 45Q: 3 clusters Score -8512531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 45524 members 
Entering Unmasked Estep 
Score: -8512529.000000 Penalty: 5330.977539
	Iteration 46Q: 3 clusters Score -8512529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -8512524.000000 Penalty: 5330.977539
	Iteration 47Q: 3 clusters Score -8512524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 45534 members 
Entering Unmasked Estep 
Score: -8512523.000000 Penalty: 5330.977539
	Iteration 48Q: 3 clusters Score -8512523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 45536 members 
Entering Unmasked Estep 
Score: -8512529.000000 Penalty: 5330.977539
	Iteration 49Q: 3 clusters Score -8512529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 45537 members 
Entering Unmasked Estep 
Score: -8512524.000000 Penalty: 5330.977539
	Iteration 50Q: 3 clusters Score -8512524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 45538 members 
Entering Unmasked Estep 
Score: -8512522.000000 Penalty: 5330.977539
	Iteration 51Q: 3 clusters Score -8512522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 45539 members 
Entering Unmasked Estep 
Score: -8512524.000000 Penalty: 5330.977539
	Iteration 52Q: 3 clusters Score -8512524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 45545 members 
Entering Unmasked Estep 
Score: -8512534.000000 Penalty: 5330.977539
	Iteration 53Q: 3 clusters Score -8512534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -8512540.000000 Penalty: 5330.977539
	Iteration 54Q: 3 clusters Score -8512540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 45557 members 
Entering Unmasked Estep 
Score: -8512547.000000 Penalty: 5330.977539
	Iteration 55Q: 3 clusters Score -8512547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 45560 members 
Entering Unmasked Estep 
Score: -8512544.000000 Penalty: 5330.977539
	Iteration 56Q: 3 clusters Score -8512544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 45561 members 
Entering Unmasked Estep 
Score: -8512541.000000 Penalty: 5330.977539
	Iteration 57Q: 3 clusters Score -8512541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -8512542.000000 Penalty: 5330.977539
	Iteration 58Q: 3 clusters Score -8512542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 45563 members 
Entering Unmasked Estep 
Score: -8512538.000000 Penalty: 5330.977539
	Iteration 59Q: 3 clusters Score -8512538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 45566 members 
Entering Unmasked Estep 
Score: -8512532.000000 Penalty: 5330.977539
	Iteration 60F: 3 clusters Score -8512532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 45568 members 
Entering Unmasked Estep 
Score: -8512532.000000 Penalty: 5330.977539
	Iteration 61Q: 3 clusters Score -8512532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 45568 members 
Entering Unmasked Estep 
Score: -8512528.000000 Penalty: 5330.977539
	Iteration 62Q: 3 clusters Score -8512528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
Score: -8512531.000000 Penalty: 5330.977539
	Iteration 63Q: 3 clusters Score -8512531 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
Score: -8512531.000000 Penalty: 5330.977539
	Iteration 64F: 3 clusters Score -8512531 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -28538.332031 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -28538.33 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 181 members 
Entering Unmasked Estep 
Score: -27400.935547 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -27400.94 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -27701.939453 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -27701.94 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -27832.875000 Penalty: 2933.097656
	Iteration 2F: 3 clusters Score -27832.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -27907.464844 Penalty: 2933.097656
	Iteration 3Q: 3 clusters Score -27907.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -27956.839844 Penalty: 2933.097656
	Iteration 4Q: 3 clusters Score -27956.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -27970.259766 Penalty: 2933.097656
	Iteration 5Q: 3 clusters Score -27970.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -27990.890625 Penalty: 2933.097656
	Iteration 6Q: 3 clusters Score -27990.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -27990.890625 Penalty: 2933.097656
	Iteration 7F: 3 clusters Score -27990.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Entering Unmasked Estep 
Score: -412294.062500 Penalty: 1932.092651
	Iteration 0F: 2 clusters Score -412294.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -409519.062500 Penalty: 3864.185303
	Iteration 0F: 3 clusters Score -409519.1 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -410376.093750 Penalty: 3864.185303
	Iteration 1F: 3 clusters Score -410376.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -410673.156250 Penalty: 3864.185303
	Iteration 2F: 3 clusters Score -410673.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -410903.656250 Penalty: 3864.185303
	Iteration 3F: 3 clusters Score -410903.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -411049.218750 Penalty: 3864.185303
	Iteration 4F: 3 clusters Score -411049.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -411166.312500 Penalty: 3864.185303
	Iteration 5Q: 3 clusters Score -411166.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -411237.468750 Penalty: 3864.185303
	Iteration 6Q: 3 clusters Score -411237.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -411286.218750 Penalty: 3864.185303
	Iteration 7Q: 3 clusters Score -411286.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -411333.968750 Penalty: 3864.185303
	Iteration 8Q: 3 clusters Score -411334 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -411385.437500 Penalty: 3864.185303
	Iteration 9Q: 3 clusters Score -411385.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -411412.437500 Penalty: 3864.185303
	Iteration 10Q: 3 clusters Score -411412.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -411432.562500 Penalty: 3864.185303
	Iteration 11Q: 3 clusters Score -411432.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -411442.187500 Penalty: 3864.185303
	Iteration 12Q: 3 clusters Score -411442.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -411449.875000 Penalty: 3864.185303
	Iteration 13Q: 3 clusters Score -411449.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -411458.062500 Penalty: 3864.185303
	Iteration 14Q: 3 clusters Score -411458.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -411462.312500 Penalty: 3864.185303
	Iteration 15Q: 3 clusters Score -411462.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -411466.156250 Penalty: 3864.185303
	Iteration 16Q: 3 clusters Score -411466.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -411468.750000 Penalty: 3864.185303
	Iteration 17Q: 3 clusters Score -411468.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -411468.750000 Penalty: 3864.185303
	Iteration 18F: 3 clusters Score -411468.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (47958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47958 members 
Entering Unmasked Estep 
Score: -8761946.000000 Penalty: 2672.964111
	Iteration 0F: 2 clusters Score -8761946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -8731473.000000 Penalty: 5345.928223
	Iteration 0F: 3 clusters Score -8731473 nChanged 22245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -8744013.000000 Penalty: 5345.928223
	Iteration 1F: 3 clusters Score -8744013 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -8744772.000000 Penalty: 5345.928223
	Iteration 2Q: 3 clusters Score -8744772 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -8745681.000000 Penalty: 5345.928223
	Iteration 3Q: 3 clusters Score -8745681 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -8746702.000000 Penalty: 5345.928223
	Iteration 4Q: 3 clusters Score -8746702 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -8748072.000000 Penalty: 5345.928223
	Iteration 5Q: 3 clusters Score -8748072 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -8749590.000000 Penalty: 5345.928223
	Iteration 6F: 3 clusters Score -8749590 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -8751536.000000 Penalty: 5345.928223
	Iteration 7F: 3 clusters Score -8751536 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -8753480.000000 Penalty: 5345.928223
	Iteration 8F: 3 clusters Score -8753480 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -8754823.000000 Penalty: 5345.928223
	Iteration 9F: 3 clusters Score -8754823 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -8755562.000000 Penalty: 5345.928223
	Iteration 10Q: 3 clusters Score -8755562 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -8755844.000000 Penalty: 5345.928223
	Iteration 11Q: 3 clusters Score -8755844 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -8755967.000000 Penalty: 5345.928223
	Iteration 12Q: 3 clusters Score -8755967 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -8756049.000000 Penalty: 5345.928223
	Iteration 13Q: 3 clusters Score -8756049 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
Score: -8756128.000000 Penalty: 5345.928223
	Iteration 14Q: 3 clusters Score -8756128 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -8756238.000000 Penalty: 5345.928223
	Iteration 15Q: 3 clusters Score -8756238 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -8756299.000000 Penalty: 5345.928223
	Iteration 16Q: 3 clusters Score -8756299 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -8756358.000000 Penalty: 5345.928223
	Iteration 17Q: 3 clusters Score -8756358 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 24070 members 
Entering Unmasked Estep 
Score: -8756440.000000 Penalty: 5345.928223
	Iteration 18Q: 3 clusters Score -8756440 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -8756507.000000 Penalty: 5345.928223
	Iteration 19Q: 3 clusters Score -8756507 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -8756603.000000 Penalty: 5345.928223
	Iteration 20F: 3 clusters Score -8756603 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -8756697.000000 Penalty: 5345.928223
	Iteration 21Q: 3 clusters Score -8756697 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -8756763.000000 Penalty: 5345.928223
	Iteration 22Q: 3 clusters Score -8756763 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -8756861.000000 Penalty: 5345.928223
	Iteration 23Q: 3 clusters Score -8756861 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -8756969.000000 Penalty: 5345.928223
	Iteration 24Q: 3 clusters Score -8756969 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -8757029.000000 Penalty: 5345.928223
	Iteration 25Q: 3 clusters Score -8757029 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26826 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -8757125.000000 Penalty: 5345.928223
	Iteration 26Q: 3 clusters Score -8757125 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27332 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -8757300.000000 Penalty: 5345.928223
	Iteration 27Q: 3 clusters Score -8757300 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -8757432.000000 Penalty: 5345.928223
	Iteration 28Q: 3 clusters Score -8757432 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -8757590.000000 Penalty: 5345.928223
	Iteration 29Q: 3 clusters Score -8757590 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28973 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -8757752.000000 Penalty: 5345.928223
	Iteration 30Q: 3 clusters Score -8757752 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -8757903.000000 Penalty: 5345.928223
	Iteration 31Q: 3 clusters Score -8757903 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -8758076.000000 Penalty: 5345.928223
	Iteration 32Q: 3 clusters Score -8758076 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -8758189.000000 Penalty: 5345.928223
	Iteration 33Q: 3 clusters Score -8758189 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -8758370.000000 Penalty: 5345.928223
	Iteration 34Q: 3 clusters Score -8758370 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -8758568.000000 Penalty: 5345.928223
	Iteration 35Q: 3 clusters Score -8758568 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32337 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -8758725.000000 Penalty: 5345.928223
	Iteration 36Q: 3 clusters Score -8758725 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -8758900.000000 Penalty: 5345.928223
	Iteration 37Q: 3 clusters Score -8758900 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -8759093.000000 Penalty: 5345.928223
	Iteration 38Q: 3 clusters Score -8759093 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -8759235.000000 Penalty: 5345.928223
	Iteration 39Q: 3 clusters Score -8759235 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -8759399.000000 Penalty: 5345.928223
	Iteration 40F: 3 clusters Score -8759399 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -8759581.000000 Penalty: 5345.928223
	Iteration 41Q: 3 clusters Score -8759581 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -8759701.000000 Penalty: 5345.928223
	Iteration 42Q: 3 clusters Score -8759701 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -8759819.000000 Penalty: 5345.928223
	Iteration 43Q: 3 clusters Score -8759819 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -8759983.000000 Penalty: 5345.928223
	Iteration 44Q: 3 clusters Score -8759983 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36934 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -8760125.000000 Penalty: 5345.928223
	Iteration 45Q: 3 clusters Score -8760125 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -8760206.000000 Penalty: 5345.928223
	Iteration 46Q: 3 clusters Score -8760206 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37764 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -8760300.000000 Penalty: 5345.928223
	Iteration 47Q: 3 clusters Score -8760300 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38145 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -8760427.000000 Penalty: 5345.928223
	Iteration 48Q: 3 clusters Score -8760427 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -8760493.000000 Penalty: 5345.928223
	Iteration 49Q: 3 clusters Score -8760493 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38869 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -8760614.000000 Penalty: 5345.928223
	Iteration 50Q: 3 clusters Score -8760614 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -8760723.000000 Penalty: 5345.928223
	Iteration 51Q: 3 clusters Score -8760723 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -8760770.000000 Penalty: 5345.928223
	Iteration 52Q: 3 clusters Score -8760770 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -8760805.000000 Penalty: 5345.928223
	Iteration 53Q: 3 clusters Score -8760805 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -8760857.000000 Penalty: 5345.928223
	Iteration 54Q: 3 clusters Score -8760857 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -8760897.000000 Penalty: 5345.928223
	Iteration 55Q: 3 clusters Score -8760897 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -8760946.000000 Penalty: 5345.928223
	Iteration 56Q: 3 clusters Score -8760946 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -8760996.000000 Penalty: 5345.928223
	Iteration 57Q: 3 clusters Score -8760996 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40931 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -8761053.000000 Penalty: 5345.928223
	Iteration 58Q: 3 clusters Score -8761053 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -8761071.000000 Penalty: 5345.928223
	Iteration 59Q: 3 clusters Score -8761071 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -8761081.000000 Penalty: 5345.928223
	Iteration 60F: 3 clusters Score -8761081 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -8761091.000000 Penalty: 5345.928223
	Iteration 61Q: 3 clusters Score -8761091 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -8761124.000000 Penalty: 5345.928223
	Iteration 62Q: 3 clusters Score -8761124 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -8761175.000000 Penalty: 5345.928223
	Iteration 63Q: 3 clusters Score -8761175 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -8761142.000000 Penalty: 5345.928223
	Iteration 64Q: 3 clusters Score -8761142 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -8761139.000000 Penalty: 5345.928223
	Iteration 65Q: 3 clusters Score -8761139 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42138 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -8761137.000000 Penalty: 5345.928223
	Iteration 66Q: 3 clusters Score -8761137 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -8761137.000000 Penalty: 5345.928223
	Iteration 67Q: 3 clusters Score -8761137 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42393 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -8761183.000000 Penalty: 5345.928223
	Iteration 68Q: 3 clusters Score -8761183 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -8761163.000000 Penalty: 5345.928223
	Iteration 69Q: 3 clusters Score -8761163 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -8761170.000000 Penalty: 5345.928223
	Iteration 70Q: 3 clusters Score -8761170 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42728 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -8761141.000000 Penalty: 5345.928223
	Iteration 71Q: 3 clusters Score -8761141 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42813 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -8761144.000000 Penalty: 5345.928223
	Iteration 72Q: 3 clusters Score -8761144 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42892 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -8761135.000000 Penalty: 5345.928223
	Iteration 73Q: 3 clusters Score -8761135 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42975 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -8761150.000000 Penalty: 5345.928223
	Iteration 74Q: 3 clusters Score -8761150 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -8761158.000000 Penalty: 5345.928223
	Iteration 75Q: 3 clusters Score -8761158 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43149 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -8761161.000000 Penalty: 5345.928223
	Iteration 76Q: 3 clusters Score -8761161 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -8761165.000000 Penalty: 5345.928223
	Iteration 77Q: 3 clusters Score -8761165 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43300 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -8761170.000000 Penalty: 5345.928223
	Iteration 78Q: 3 clusters Score -8761170 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -8761159.000000 Penalty: 5345.928223
	Iteration 79Q: 3 clusters Score -8761159 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -8761149.000000 Penalty: 5345.928223
	Iteration 80F: 3 clusters Score -8761149 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43484 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -8761162.000000 Penalty: 5345.928223
	Iteration 81Q: 3 clusters Score -8761162 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43533 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -8761164.000000 Penalty: 5345.928223
	Iteration 82Q: 3 clusters Score -8761164 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43583 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -8761146.000000 Penalty: 5345.928223
	Iteration 83Q: 3 clusters Score -8761146 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -8761137.000000 Penalty: 5345.928223
	Iteration 84Q: 3 clusters Score -8761137 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -8761132.000000 Penalty: 5345.928223
	Iteration 85Q: 3 clusters Score -8761132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -8761132.000000 Penalty: 5345.928223
	Iteration 86Q: 3 clusters Score -8761132 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43739 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -8761133.000000 Penalty: 5345.928223
	Iteration 87Q: 3 clusters Score -8761133 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -8761151.000000 Penalty: 5345.928223
	Iteration 88Q: 3 clusters Score -8761151 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -8761145.000000 Penalty: 5345.928223
	Iteration 89Q: 3 clusters Score -8761145 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43834 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -8761147.000000 Penalty: 5345.928223
	Iteration 90Q: 3 clusters Score -8761147 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -8761166.000000 Penalty: 5345.928223
	Iteration 91Q: 3 clusters Score -8761166 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -8761139.000000 Penalty: 5345.928223
	Iteration 92Q: 3 clusters Score -8761139 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43913 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -8761136.000000 Penalty: 5345.928223
	Iteration 93Q: 3 clusters Score -8761136 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -8761125.000000 Penalty: 5345.928223
	Iteration 94Q: 3 clusters Score -8761125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43946 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -8761130.000000 Penalty: 5345.928223
	Iteration 95Q: 3 clusters Score -8761130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -8761120.000000 Penalty: 5345.928223
	Iteration 96Q: 3 clusters Score -8761120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -8761131.000000 Penalty: 5345.928223
	Iteration 97Q: 3 clusters Score -8761131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43966 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -8761144.000000 Penalty: 5345.928223
	Iteration 98Q: 3 clusters Score -8761144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43979 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -8761140.000000 Penalty: 5345.928223
	Iteration 99Q: 3 clusters Score -8761140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43992 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -8761132.000000 Penalty: 5345.928223
	Iteration 100F: 3 clusters Score -8761132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -8761135.000000 Penalty: 5345.928223
	Iteration 101Q: 3 clusters Score -8761135 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44021 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -8761134.000000 Penalty: 5345.928223
	Iteration 102Q: 3 clusters Score -8761134 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44036 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -8761140.000000 Penalty: 5345.928223
	Iteration 103Q: 3 clusters Score -8761140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -8761136.000000 Penalty: 5345.928223
	Iteration 104Q: 3 clusters Score -8761136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44058 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -8761135.000000 Penalty: 5345.928223
	Iteration 105Q: 3 clusters Score -8761135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -8761136.000000 Penalty: 5345.928223
	Iteration 106Q: 3 clusters Score -8761136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44068 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -8761131.000000 Penalty: 5345.928223
	Iteration 107Q: 3 clusters Score -8761131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44073 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -8761127.000000 Penalty: 5345.928223
	Iteration 108Q: 3 clusters Score -8761127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44081 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -8761127.000000 Penalty: 5345.928223
	Iteration 109Q: 3 clusters Score -8761127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44086 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -8761135.000000 Penalty: 5345.928223
	Iteration 110Q: 3 clusters Score -8761135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44093 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -8761134.000000 Penalty: 5345.928223
	Iteration 111Q: 3 clusters Score -8761134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -8761128.000000 Penalty: 5345.928223
	Iteration 112Q: 3 clusters Score -8761128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -8761124.000000 Penalty: 5345.928223
	Iteration 113Q: 3 clusters Score -8761124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -8761125.000000 Penalty: 5345.928223
	Iteration 114Q: 3 clusters Score -8761125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44104 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -8761132.000000 Penalty: 5345.928223
	Iteration 115Q: 3 clusters Score -8761132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -8761118.000000 Penalty: 5345.928223
	Iteration 116Q: 3 clusters Score -8761118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44108 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -8761122.000000 Penalty: 5345.928223
	Iteration 117Q: 3 clusters Score -8761122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44108 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -8761122.000000 Penalty: 5345.928223
	Iteration 118F: 3 clusters Score -8761122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (47219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47219 members 
Entering Unmasked Estep 
Score: -8664553.000000 Penalty: 2669.112793
	Iteration 0F: 2 clusters Score -8664553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -8636011.000000 Penalty: 5338.225586
	Iteration 0F: 3 clusters Score -8636011 nChanged 21638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -8647880.000000 Penalty: 5338.225586
	Iteration 1F: 3 clusters Score -8647880 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -8648462.000000 Penalty: 5338.225586
	Iteration 2Q: 3 clusters Score -8648462 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 24568 members 
Entering Unmasked Estep 
Score: -8649177.000000 Penalty: 5338.225586
	Iteration 3Q: 3 clusters Score -8649177 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 24913 members 
Entering Unmasked Estep 
Score: -8649997.000000 Penalty: 5338.225586
	Iteration 4Q: 3 clusters Score -8649997 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -8650881.000000 Penalty: 5338.225586
	Iteration 5Q: 3 clusters Score -8650881 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -8651946.000000 Penalty: 5338.225586
	Iteration 6Q: 3 clusters Score -8651946 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -8653067.000000 Penalty: 5338.225586
	Iteration 7Q: 3 clusters Score -8653067 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 25589 members 
Entering Unmasked Estep 
Score: -8654373.000000 Penalty: 5338.225586
	Iteration 8Q: 3 clusters Score -8654373 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -8655882.000000 Penalty: 5338.225586
	Iteration 9F: 3 clusters Score -8655882 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -8657747.000000 Penalty: 5338.225586
	Iteration 10F: 3 clusters Score -8657747 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -8659715.000000 Penalty: 5338.225586
	Iteration 11F: 3 clusters Score -8659715 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -8661485.000000 Penalty: 5338.225586
	Iteration 12F: 3 clusters Score -8661485 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -8662367.000000 Penalty: 5338.225586
	Iteration 13Q: 3 clusters Score -8662367 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -8662809.000000 Penalty: 5338.225586
	Iteration 14Q: 3 clusters Score -8662809 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -8663047.000000 Penalty: 5338.225586
	Iteration 15Q: 3 clusters Score -8663047 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -8663237.000000 Penalty: 5338.225586
	Iteration 16Q: 3 clusters Score -8663237 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -8663407.000000 Penalty: 5338.225586
	Iteration 17Q: 3 clusters Score -8663407 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -8663514.000000 Penalty: 5338.225586
	Iteration 18Q: 3 clusters Score -8663514 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -8663599.000000 Penalty: 5338.225586
	Iteration 19Q: 3 clusters Score -8663599 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -8663647.000000 Penalty: 5338.225586
	Iteration 20F: 3 clusters Score -8663647 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -8663720.000000 Penalty: 5338.225586
	Iteration 21Q: 3 clusters Score -8663720 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -8663767.000000 Penalty: 5338.225586
	Iteration 22Q: 3 clusters Score -8663767 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -8663784.000000 Penalty: 5338.225586
	Iteration 23Q: 3 clusters Score -8663784 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 17504 members 
Entering Unmasked Estep 
Score: -8663788.000000 Penalty: 5338.225586
	Iteration 24Q: 3 clusters Score -8663788 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -8663863.000000 Penalty: 5338.225586
	Iteration 25Q: 3 clusters Score -8663863 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -8663901.000000 Penalty: 5338.225586
	Iteration 26Q: 3 clusters Score -8663901 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -8663950.000000 Penalty: 5338.225586
	Iteration 27Q: 3 clusters Score -8663950 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -8663998.000000 Penalty: 5338.225586
	Iteration 28Q: 3 clusters Score -8663998 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -8664026.000000 Penalty: 5338.225586
	Iteration 29Q: 3 clusters Score -8664026 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -8664063.000000 Penalty: 5338.225586
	Iteration 30Q: 3 clusters Score -8664063 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31851 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -8664108.000000 Penalty: 5338.225586
	Iteration 31Q: 3 clusters Score -8664108 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -8664120.000000 Penalty: 5338.225586
	Iteration 32Q: 3 clusters Score -8664120 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -8664153.000000 Penalty: 5338.225586
	Iteration 33Q: 3 clusters Score -8664153 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32773 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -8664208.000000 Penalty: 5338.225586
	Iteration 34Q: 3 clusters Score -8664208 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -8664283.000000 Penalty: 5338.225586
	Iteration 35Q: 3 clusters Score -8664283 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33442 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -8664357.000000 Penalty: 5338.225586
	Iteration 36Q: 3 clusters Score -8664357 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -8664411.000000 Penalty: 5338.225586
	Iteration 37Q: 3 clusters Score -8664411 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -8664492.000000 Penalty: 5338.225586
	Iteration 38Q: 3 clusters Score -8664492 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34475 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -8664555.000000 Penalty: 5338.225586
	Iteration 39Q: 3 clusters Score -8664555 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34826 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -8664592.000000 Penalty: 5338.225586
	Iteration 40F: 3 clusters Score -8664592 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35170 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -8664657.000000 Penalty: 5338.225586
	Iteration 41Q: 3 clusters Score -8664657 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -8664728.000000 Penalty: 5338.225586
	Iteration 42Q: 3 clusters Score -8664728 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -8664813.000000 Penalty: 5338.225586
	Iteration 43Q: 3 clusters Score -8664813 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -8664870.000000 Penalty: 5338.225586
	Iteration 44Q: 3 clusters Score -8664870 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -8664939.000000 Penalty: 5338.225586
	Iteration 45Q: 3 clusters Score -8664939 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -8664966.000000 Penalty: 5338.225586
	Iteration 46Q: 3 clusters Score -8664966 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -8664973.000000 Penalty: 5338.225586
	Iteration 47Q: 3 clusters Score -8664973 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37403 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -8664980.000000 Penalty: 5338.225586
	Iteration 48Q: 3 clusters Score -8664980 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -8665044.000000 Penalty: 5338.225586
	Iteration 49Q: 3 clusters Score -8665044 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38041 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -8665123.000000 Penalty: 5338.225586
	Iteration 50Q: 3 clusters Score -8665123 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -8665190.000000 Penalty: 5338.225586
	Iteration 51Q: 3 clusters Score -8665190 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -8665211.000000 Penalty: 5338.225586
	Iteration 52Q: 3 clusters Score -8665211 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -8665200.000000 Penalty: 5338.225586
	Iteration 53Q: 3 clusters Score -8665200 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -8665222.000000 Penalty: 5338.225586
	Iteration 54Q: 3 clusters Score -8665222 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39432 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -8665236.000000 Penalty: 5338.225586
	Iteration 55Q: 3 clusters Score -8665236 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39661 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -8665243.000000 Penalty: 5338.225586
	Iteration 56Q: 3 clusters Score -8665243 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -8665276.000000 Penalty: 5338.225586
	Iteration 57Q: 3 clusters Score -8665276 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -8665298.000000 Penalty: 5338.225586
	Iteration 58Q: 3 clusters Score -8665298 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -8665350.000000 Penalty: 5338.225586
	Iteration 59Q: 3 clusters Score -8665350 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -8665367.000000 Penalty: 5338.225586
	Iteration 60F: 3 clusters Score -8665367 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -8665411.000000 Penalty: 5338.225586
	Iteration 61Q: 3 clusters Score -8665411 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -8665434.000000 Penalty: 5338.225586
	Iteration 62Q: 3 clusters Score -8665434 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -8665450.000000 Penalty: 5338.225586
	Iteration 63Q: 3 clusters Score -8665450 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41530 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -8665503.000000 Penalty: 5338.225586
	Iteration 64Q: 3 clusters Score -8665503 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41710 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -8665481.000000 Penalty: 5338.225586
	Iteration 65Q: 3 clusters Score -8665481 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41895 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -8665488.000000 Penalty: 5338.225586
	Iteration 66Q: 3 clusters Score -8665488 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -8665469.000000 Penalty: 5338.225586
	Iteration 67Q: 3 clusters Score -8665469 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42264 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -8665414.000000 Penalty: 5338.225586
	Iteration 68Q: 3 clusters Score -8665414 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42438 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -8665396.000000 Penalty: 5338.225586
	Iteration 69Q: 3 clusters Score -8665396 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42603 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -8665345.000000 Penalty: 5338.225586
	Iteration 70Q: 3 clusters Score -8665345 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42739 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -8665344.000000 Penalty: 5338.225586
	Iteration 71Q: 3 clusters Score -8665344 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42859 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -8665373.000000 Penalty: 5338.225586
	Iteration 72Q: 3 clusters Score -8665373 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42950 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -8665358.000000 Penalty: 5338.225586
	Iteration 73Q: 3 clusters Score -8665358 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43044 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -8665318.000000 Penalty: 5338.225586
	Iteration 74Q: 3 clusters Score -8665318 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -8665282.000000 Penalty: 5338.225586
	Iteration 75Q: 3 clusters Score -8665282 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43209 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -8665264.000000 Penalty: 5338.225586
	Iteration 76Q: 3 clusters Score -8665264 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43297 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -8665236.000000 Penalty: 5338.225586
	Iteration 77Q: 3 clusters Score -8665236 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43388 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -8665223.000000 Penalty: 5338.225586
	Iteration 78Q: 3 clusters Score -8665223 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43462 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -8665188.000000 Penalty: 5338.225586
	Iteration 79Q: 3 clusters Score -8665188 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43532 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -8665171.000000 Penalty: 5338.225586
	Iteration 80F: 3 clusters Score -8665171 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43603 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -8665156.000000 Penalty: 5338.225586
	Iteration 81Q: 3 clusters Score -8665156 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -8665134.000000 Penalty: 5338.225586
	Iteration 82Q: 3 clusters Score -8665134 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43732 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -8665108.000000 Penalty: 5338.225586
	Iteration 83Q: 3 clusters Score -8665108 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -8665080.000000 Penalty: 5338.225586
	Iteration 84Q: 3 clusters Score -8665080 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43856 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -8665068.000000 Penalty: 5338.225586
	Iteration 85Q: 3 clusters Score -8665068 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43903 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -8665042.000000 Penalty: 5338.225586
	Iteration 86Q: 3 clusters Score -8665042 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -8665029.000000 Penalty: 5338.225586
	Iteration 87Q: 3 clusters Score -8665029 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -8665016.000000 Penalty: 5338.225586
	Iteration 88Q: 3 clusters Score -8665016 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44035 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -8665008.000000 Penalty: 5338.225586
	Iteration 89Q: 3 clusters Score -8665008 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44091 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -8664982.000000 Penalty: 5338.225586
	Iteration 90Q: 3 clusters Score -8664982 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44140 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -8664970.000000 Penalty: 5338.225586
	Iteration 91Q: 3 clusters Score -8664970 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44194 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -8664948.000000 Penalty: 5338.225586
	Iteration 92Q: 3 clusters Score -8664948 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44246 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -8664915.000000 Penalty: 5338.225586
	Iteration 93Q: 3 clusters Score -8664915 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44297 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -8664912.000000 Penalty: 5338.225586
	Iteration 94Q: 3 clusters Score -8664912 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44349 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -8664877.000000 Penalty: 5338.225586
	Iteration 95Q: 3 clusters Score -8664877 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44395 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -8664848.000000 Penalty: 5338.225586
	Iteration 96Q: 3 clusters Score -8664848 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44436 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -8664840.000000 Penalty: 5338.225586
	Iteration 97Q: 3 clusters Score -8664840 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -8664843.000000 Penalty: 5338.225586
	Iteration 98Q: 3 clusters Score -8664843 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44498 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -8664829.000000 Penalty: 5338.225586
	Iteration 99Q: 3 clusters Score -8664829 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44527 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -8664805.000000 Penalty: 5338.225586
	Iteration 100F: 3 clusters Score -8664805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44542 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -8664792.000000 Penalty: 5338.225586
	Iteration 101Q: 3 clusters Score -8664792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44562 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -8664785.000000 Penalty: 5338.225586
	Iteration 102Q: 3 clusters Score -8664785 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -8664789.000000 Penalty: 5338.225586
	Iteration 103Q: 3 clusters Score -8664789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -8664780.000000 Penalty: 5338.225586
	Iteration 104Q: 3 clusters Score -8664780 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44624 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -8664770.000000 Penalty: 5338.225586
	Iteration 105Q: 3 clusters Score -8664770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44644 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -8664754.000000 Penalty: 5338.225586
	Iteration 106Q: 3 clusters Score -8664754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44660 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -8664749.000000 Penalty: 5338.225586
	Iteration 107Q: 3 clusters Score -8664749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44673 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -8664739.000000 Penalty: 5338.225586
	Iteration 108Q: 3 clusters Score -8664739 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44690 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -8664720.000000 Penalty: 5338.225586
	Iteration 109Q: 3 clusters Score -8664720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44703 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -8664719.000000 Penalty: 5338.225586
	Iteration 110Q: 3 clusters Score -8664719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44716 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -8664723.000000 Penalty: 5338.225586
	Iteration 111Q: 3 clusters Score -8664723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44724 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -8664713.000000 Penalty: 5338.225586
	Iteration 112Q: 3 clusters Score -8664713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44730 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -8664723.000000 Penalty: 5338.225586
	Iteration 113Q: 3 clusters Score -8664723 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -8664727.000000 Penalty: 5338.225586
	Iteration 114Q: 3 clusters Score -8664727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44741 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -8664727.000000 Penalty: 5338.225586
	Iteration 115Q: 3 clusters Score -8664727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44742 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -8664720.000000 Penalty: 5338.225586
	Iteration 116Q: 3 clusters Score -8664720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44743 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -8664723.000000 Penalty: 5338.225586
	Iteration 117Q: 3 clusters Score -8664723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44743 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -8664723.000000 Penalty: 5338.225586
	Iteration 118F: 3 clusters Score -8664723 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2418 members 
Mstep: Class 4 contains 47958 members 
Mstep: Class 5 contains 44743 members 
Mstep: Class 6 contains 49576 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 47870 members 
Mstep: Class 9 contains 1302 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 695 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 46954 members 
Mstep: Class 15 contains 48128 members 
Mstep: Class 16 contains 26603 members 
Mstep: Class 17 contains 45433 members 
Mstep: Class 18 contains 1354 members 
Mstep: Class 19 contains 50675 members 
Mstep: Class 20 contains 2476 members 
Mstep: Class 22 contains 50292 members 
Mstep: Class 23 contains 55945 members 
Mstep: Class 24 contains 45966 members 
Entering Unmasked Estep 
Score: -111189280.000000 Penalty: 76057.484375
Splitting cluster 5 changes total score from -111189544.000000 to -111189280.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (49576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49576 members 
Entering Unmasked Estep 
Score: -9019117.000000 Penalty: 2681.193115
	Iteration 0F: 2 clusters Score -9019117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -8987900.000000 Penalty: 5362.386230
	Iteration 0F: 3 clusters Score -8987900 nChanged 22801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -9000903.000000 Penalty: 5362.386230
	Iteration 1F: 3 clusters Score -9000903 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -9001926.000000 Penalty: 5362.386230
	Iteration 2F: 3 clusters Score -9001926 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -9003295.000000 Penalty: 5362.386230
	Iteration 3F: 3 clusters Score -9003295 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -9005061.000000 Penalty: 5362.386230
	Iteration 4F: 3 clusters Score -9005061 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -9007436.000000 Penalty: 5362.386230
	Iteration 5F: 3 clusters Score -9007436 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -9010272.000000 Penalty: 5362.386230
	Iteration 6F: 3 clusters Score -9010272 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -9013273.000000 Penalty: 5362.386230
	Iteration 7F: 3 clusters Score -9013273 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41988 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -9015723.000000 Penalty: 5362.386230
	Iteration 8Q: 3 clusters Score -9015723 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43043 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -9016923.000000 Penalty: 5362.386230
	Iteration 9Q: 3 clusters Score -9016923 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43670 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -9017331.000000 Penalty: 5362.386230
	Iteration 10Q: 3 clusters Score -9017331 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44176 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -9017486.000000 Penalty: 5362.386230
	Iteration 11Q: 3 clusters Score -9017486 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -9017550.000000 Penalty: 5362.386230
	Iteration 12Q: 3 clusters Score -9017550 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44998 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -9017601.000000 Penalty: 5362.386230
	Iteration 13Q: 3 clusters Score -9017601 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -9017627.000000 Penalty: 5362.386230
	Iteration 14Q: 3 clusters Score -9017627 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45640 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -9017603.000000 Penalty: 5362.386230
	Iteration 15Q: 3 clusters Score -9017603 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45907 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -9017604.000000 Penalty: 5362.386230
	Iteration 16Q: 3 clusters Score -9017604 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46146 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -9017542.000000 Penalty: 5362.386230
	Iteration 17Q: 3 clusters Score -9017542 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46375 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -9017524.000000 Penalty: 5362.386230
	Iteration 18Q: 3 clusters Score -9017524 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46578 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -9017509.000000 Penalty: 5362.386230
	Iteration 19Q: 3 clusters Score -9017509 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46764 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -9017521.000000 Penalty: 5362.386230
	Iteration 20F: 3 clusters Score -9017521 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -9017514.000000 Penalty: 5362.386230
	Iteration 21Q: 3 clusters Score -9017514 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47055 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -9017496.000000 Penalty: 5362.386230
	Iteration 22Q: 3 clusters Score -9017496 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47185 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -9017485.000000 Penalty: 5362.386230
	Iteration 23Q: 3 clusters Score -9017485 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47302 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -9017480.000000 Penalty: 5362.386230
	Iteration 24Q: 3 clusters Score -9017480 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47399 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -9017481.000000 Penalty: 5362.386230
	Iteration 25Q: 3 clusters Score -9017481 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47492 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -9017463.000000 Penalty: 5362.386230
	Iteration 26Q: 3 clusters Score -9017463 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47563 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -9017457.000000 Penalty: 5362.386230
	Iteration 27Q: 3 clusters Score -9017457 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47610 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -9017437.000000 Penalty: 5362.386230
	Iteration 28Q: 3 clusters Score -9017437 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -9017403.000000 Penalty: 5362.386230
	Iteration 29Q: 3 clusters Score -9017403 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47703 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -9017386.000000 Penalty: 5362.386230
	Iteration 30Q: 3 clusters Score -9017386 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47750 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -9017357.000000 Penalty: 5362.386230
	Iteration 31Q: 3 clusters Score -9017357 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47787 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -9017356.000000 Penalty: 5362.386230
	Iteration 32Q: 3 clusters Score -9017356 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47822 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -9017361.000000 Penalty: 5362.386230
	Iteration 33Q: 3 clusters Score -9017361 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47853 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -9017355.000000 Penalty: 5362.386230
	Iteration 34Q: 3 clusters Score -9017355 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47876 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -9017351.000000 Penalty: 5362.386230
	Iteration 35Q: 3 clusters Score -9017351 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47907 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -9017356.000000 Penalty: 5362.386230
	Iteration 36Q: 3 clusters Score -9017356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47932 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -9017366.000000 Penalty: 5362.386230
	Iteration 37Q: 3 clusters Score -9017366 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47960 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -9017366.000000 Penalty: 5362.386230
	Iteration 38Q: 3 clusters Score -9017366 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47993 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -9017367.000000 Penalty: 5362.386230
	Iteration 39Q: 3 clusters Score -9017367 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48019 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -9017390.000000 Penalty: 5362.386230
	Iteration 40F: 3 clusters Score -9017390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48039 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -9017359.000000 Penalty: 5362.386230
	Iteration 41Q: 3 clusters Score -9017359 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48064 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -9017349.000000 Penalty: 5362.386230
	Iteration 42Q: 3 clusters Score -9017349 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48081 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -9017342.000000 Penalty: 5362.386230
	Iteration 43Q: 3 clusters Score -9017342 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48099 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -9017324.000000 Penalty: 5362.386230
	Iteration 44Q: 3 clusters Score -9017324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48115 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -9017319.000000 Penalty: 5362.386230
	Iteration 45Q: 3 clusters Score -9017319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48128 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -9017318.000000 Penalty: 5362.386230
	Iteration 46Q: 3 clusters Score -9017318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48143 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -9017301.000000 Penalty: 5362.386230
	Iteration 47Q: 3 clusters Score -9017301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48162 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -9017297.000000 Penalty: 5362.386230
	Iteration 48Q: 3 clusters Score -9017297 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48182 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -9017289.000000 Penalty: 5362.386230
	Iteration 49Q: 3 clusters Score -9017289 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48203 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -9017287.000000 Penalty: 5362.386230
	Iteration 50Q: 3 clusters Score -9017287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48219 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -9017297.000000 Penalty: 5362.386230
	Iteration 51Q: 3 clusters Score -9017297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48232 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -9017288.000000 Penalty: 5362.386230
	Iteration 52Q: 3 clusters Score -9017288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48238 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -9017292.000000 Penalty: 5362.386230
	Iteration 53Q: 3 clusters Score -9017292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48247 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -9017289.000000 Penalty: 5362.386230
	Iteration 54Q: 3 clusters Score -9017289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48256 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -9017290.000000 Penalty: 5362.386230
	Iteration 55Q: 3 clusters Score -9017290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48267 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -9017290.000000 Penalty: 5362.386230
	Iteration 56Q: 3 clusters Score -9017290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48275 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -9017299.000000 Penalty: 5362.386230
	Iteration 57Q: 3 clusters Score -9017299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48287 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -9017293.000000 Penalty: 5362.386230
	Iteration 58Q: 3 clusters Score -9017293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48297 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -9017299.000000 Penalty: 5362.386230
	Iteration 59Q: 3 clusters Score -9017299 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48310 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -9017296.000000 Penalty: 5362.386230
	Iteration 60F: 3 clusters Score -9017296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48322 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -9017299.000000 Penalty: 5362.386230
	Iteration 61Q: 3 clusters Score -9017299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48334 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -9017298.000000 Penalty: 5362.386230
	Iteration 62Q: 3 clusters Score -9017298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48347 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -9017296.000000 Penalty: 5362.386230
	Iteration 63Q: 3 clusters Score -9017296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48362 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -9017306.000000 Penalty: 5362.386230
	Iteration 64Q: 3 clusters Score -9017306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48377 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -9017310.000000 Penalty: 5362.386230
	Iteration 65Q: 3 clusters Score -9017310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48389 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -9017313.000000 Penalty: 5362.386230
	Iteration 66Q: 3 clusters Score -9017313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48396 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -9017311.000000 Penalty: 5362.386230
	Iteration 67Q: 3 clusters Score -9017311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48400 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -9017302.000000 Penalty: 5362.386230
	Iteration 68Q: 3 clusters Score -9017302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -9017311.000000 Penalty: 5362.386230
	Iteration 69Q: 3 clusters Score -9017311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48410 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -9017312.000000 Penalty: 5362.386230
	Iteration 70Q: 3 clusters Score -9017312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -9017312.000000 Penalty: 5362.386230
	Iteration 71Q: 3 clusters Score -9017312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48430 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -9017309.000000 Penalty: 5362.386230
	Iteration 72Q: 3 clusters Score -9017309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48438 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -9017311.000000 Penalty: 5362.386230
	Iteration 73Q: 3 clusters Score -9017311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48448 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -9017295.000000 Penalty: 5362.386230
	Iteration 74Q: 3 clusters Score -9017295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48456 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -9017300.000000 Penalty: 5362.386230
	Iteration 75Q: 3 clusters Score -9017300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48466 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -9017289.000000 Penalty: 5362.386230
	Iteration 76Q: 3 clusters Score -9017289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48470 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -9017279.000000 Penalty: 5362.386230
	Iteration 77Q: 3 clusters Score -9017279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48473 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -9017285.000000 Penalty: 5362.386230
	Iteration 78Q: 3 clusters Score -9017285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48477 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -9017286.000000 Penalty: 5362.386230
	Iteration 79Q: 3 clusters Score -9017286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48479 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -9017289.000000 Penalty: 5362.386230
	Iteration 80F: 3 clusters Score -9017289 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48484 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -9017282.000000 Penalty: 5362.386230
	Iteration 81Q: 3 clusters Score -9017282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -9017272.000000 Penalty: 5362.386230
	Iteration 82Q: 3 clusters Score -9017272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48492 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -9017272.000000 Penalty: 5362.386230
	Iteration 83Q: 3 clusters Score -9017272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -9017282.000000 Penalty: 5362.386230
	Iteration 84Q: 3 clusters Score -9017282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48499 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -9017278.000000 Penalty: 5362.386230
	Iteration 85Q: 3 clusters Score -9017278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48502 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -9017276.000000 Penalty: 5362.386230
	Iteration 86Q: 3 clusters Score -9017276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48505 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -9017274.000000 Penalty: 5362.386230
	Iteration 87Q: 3 clusters Score -9017274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48507 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -9017282.000000 Penalty: 5362.386230
	Iteration 88Q: 3 clusters Score -9017282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48509 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -9017271.000000 Penalty: 5362.386230
	Iteration 89Q: 3 clusters Score -9017271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48511 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -9017271.000000 Penalty: 5362.386230
	Iteration 90Q: 3 clusters Score -9017271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48513 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -9017274.000000 Penalty: 5362.386230
	Iteration 91Q: 3 clusters Score -9017274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48515 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -9017274.000000 Penalty: 5362.386230
	Iteration 92Q: 3 clusters Score -9017274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -9017278.000000 Penalty: 5362.386230
	Iteration 93Q: 3 clusters Score -9017278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -9017278.000000 Penalty: 5362.386230
	Iteration 94F: 3 clusters Score -9017278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -71848.289062 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -71848.29 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 344 members 
Entering Unmasked Estep 
Score: -70272.585938 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -70272.59 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -70720.093750 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -70720.09 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -71106.210938 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -71106.21 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -71363.164062 Penalty: 3216.379150
	Iteration 3F: 3 clusters Score -71363.16 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -71571.898438 Penalty: 3216.379150
	Iteration 4F: 3 clusters Score -71571.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -71697.367188 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -71697.37 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -71805.523438 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -71805.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -71843.703125 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -71843.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -71853.664062 Penalty: 3216.379150
	Iteration 8Q: 3 clusters Score -71853.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -71860.742188 Penalty: 3216.379150
	Iteration 9Q: 3 clusters Score -71860.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -71861.515625 Penalty: 3216.379150
	Iteration 10Q: 3 clusters Score -71861.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -71861.781250 Penalty: 3216.379150
	Iteration 11Q: 3 clusters Score -71861.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -71861.781250 Penalty: 3216.379150
	Iteration 12F: 3 clusters Score -71861.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2418 members 
Mstep: Class 4 contains 47958 members 
Mstep: Class 5 contains 47219 members 
Mstep: Class 6 contains 49576 members 
Mstep: Class 7 contains 375 members 
Mstep: Class 8 contains 47870 members 
Mstep: Class 9 contains 1302 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 695 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 46954 members 
Mstep: Class 15 contains 48128 members 
Mstep: Class 16 contains 26603 members 
Mstep: Class 17 contains 45433 members 
Mstep: Class 18 contains 1354 members 
Mstep: Class 19 contains 50675 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 22 contains 50292 members 
Mstep: Class 23 contains 55945 members 
Mstep: Class 24 contains 45966 members 
Entering Unmasked Estep 
Score: -111188056.000000 Penalty: 76057.484375
Splitting cluster 7 changes total score from -111189544.000000 to -111188056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (47870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47870 members 
Entering Unmasked Estep 
Score: -8697968.000000 Penalty: 2672.508545
	Iteration 0F: 2 clusters Score -8697968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 24068 members 
Entering Unmasked Estep 
Score: -8666970.000000 Penalty: 5345.017090
	Iteration 0F: 3 clusters Score -8666970 nChanged 22141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -8679442.000000 Penalty: 5345.017090
	Iteration 1F: 3 clusters Score -8679442 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -8680079.000000 Penalty: 5345.017090
	Iteration 2Q: 3 clusters Score -8680079 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -8680927.000000 Penalty: 5345.017090
	Iteration 3Q: 3 clusters Score -8680927 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -8682128.000000 Penalty: 5345.017090
	Iteration 4F: 3 clusters Score -8682128 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -8684049.000000 Penalty: 5345.017090
	Iteration 5F: 3 clusters Score -8684049 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 34301 members 
Entering Unmasked Estep 
Score: -8686809.000000 Penalty: 5345.017090
	Iteration 6F: 3 clusters Score -8686809 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -8690009.000000 Penalty: 5345.017090
	Iteration 7F: 3 clusters Score -8690009 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -8693067.000000 Penalty: 5345.017090
	Iteration 8F: 3 clusters Score -8693067 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 41940 members 
Entering Unmasked Estep 
Score: -8695215.000000 Penalty: 5345.017090
	Iteration 9Q: 3 clusters Score -8695215 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -8696067.000000 Penalty: 5345.017090
	Iteration 10Q: 3 clusters Score -8696067 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 43585 members 
Entering Unmasked Estep 
Score: -8696300.000000 Penalty: 5345.017090
	Iteration 11Q: 3 clusters Score -8696300 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 44138 members 
Entering Unmasked Estep 
Score: -8696396.000000 Penalty: 5345.017090
	Iteration 12Q: 3 clusters Score -8696396 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 44572 members 
Entering Unmasked Estep 
Score: -8696461.000000 Penalty: 5345.017090
	Iteration 13Q: 3 clusters Score -8696461 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 44950 members 
Entering Unmasked Estep 
Score: -8696425.000000 Penalty: 5345.017090
	Iteration 14Q: 3 clusters Score -8696425 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -8696439.000000 Penalty: 5345.017090
	Iteration 15Q: 3 clusters Score -8696439 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 45483 members 
Entering Unmasked Estep 
Score: -8696419.000000 Penalty: 5345.017090
	Iteration 16Q: 3 clusters Score -8696419 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
Score: -8696382.000000 Penalty: 5345.017090
	Iteration 17Q: 3 clusters Score -8696382 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 45834 members 
Entering Unmasked Estep 
Score: -8696374.000000 Penalty: 5345.017090
	Iteration 18Q: 3 clusters Score -8696374 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 45974 members 
Entering Unmasked Estep 
Score: -8696353.000000 Penalty: 5345.017090
	Iteration 19Q: 3 clusters Score -8696353 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 46079 members 
Entering Unmasked Estep 
Score: -8696336.000000 Penalty: 5345.017090
	Iteration 20F: 3 clusters Score -8696336 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 46168 members 
Entering Unmasked Estep 
Score: -8696332.000000 Penalty: 5345.017090
	Iteration 21Q: 3 clusters Score -8696332 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 46233 members 
Entering Unmasked Estep 
Score: -8696329.000000 Penalty: 5345.017090
	Iteration 22Q: 3 clusters Score -8696329 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 46283 members 
Entering Unmasked Estep 
Score: -8696316.000000 Penalty: 5345.017090
	Iteration 23Q: 3 clusters Score -8696316 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 46326 members 
Entering Unmasked Estep 
Score: -8696317.000000 Penalty: 5345.017090
	Iteration 24Q: 3 clusters Score -8696317 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 46361 members 
Entering Unmasked Estep 
Score: -8696294.000000 Penalty: 5345.017090
	Iteration 25Q: 3 clusters Score -8696294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 46382 members 
Entering Unmasked Estep 
Score: -8696292.000000 Penalty: 5345.017090
	Iteration 26Q: 3 clusters Score -8696292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 46397 members 
Entering Unmasked Estep 
Score: -8696278.000000 Penalty: 5345.017090
	Iteration 27Q: 3 clusters Score -8696278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 46409 members 
Entering Unmasked Estep 
Score: -8696278.000000 Penalty: 5345.017090
	Iteration 28Q: 3 clusters Score -8696278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 46414 members 
Entering Unmasked Estep 
Score: -8696270.000000 Penalty: 5345.017090
	Iteration 29Q: 3 clusters Score -8696270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 46423 members 
Entering Unmasked Estep 
Score: -8696269.000000 Penalty: 5345.017090
	Iteration 30Q: 3 clusters Score -8696269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 46442 members 
Entering Unmasked Estep 
Score: -8696279.000000 Penalty: 5345.017090
	Iteration 31Q: 3 clusters Score -8696279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 46457 members 
Entering Unmasked Estep 
Score: -8696266.000000 Penalty: 5345.017090
	Iteration 32Q: 3 clusters Score -8696266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 46464 members 
Entering Unmasked Estep 
Score: -8696259.000000 Penalty: 5345.017090
	Iteration 33Q: 3 clusters Score -8696259 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 46473 members 
Entering Unmasked Estep 
Score: -8696266.000000 Penalty: 5345.017090
	Iteration 34Q: 3 clusters Score -8696266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 46482 members 
Entering Unmasked Estep 
Score: -8696267.000000 Penalty: 5345.017090
	Iteration 35Q: 3 clusters Score -8696267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 46489 members 
Entering Unmasked Estep 
Score: -8696254.000000 Penalty: 5345.017090
	Iteration 36Q: 3 clusters Score -8696254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 46495 members 
Entering Unmasked Estep 
Score: -8696265.000000 Penalty: 5345.017090
	Iteration 37Q: 3 clusters Score -8696265 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 46501 members 
Entering Unmasked Estep 
Score: -8696267.000000 Penalty: 5345.017090
	Iteration 38Q: 3 clusters Score -8696267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -8696263.000000 Penalty: 5345.017090
	Iteration 39Q: 3 clusters Score -8696263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 46515 members 
Entering Unmasked Estep 
Score: -8696246.000000 Penalty: 5345.017090
	Iteration 40F: 3 clusters Score -8696246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 46521 members 
Entering Unmasked Estep 
Score: -8696250.000000 Penalty: 5345.017090
	Iteration 41Q: 3 clusters Score -8696250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 46530 members 
Entering Unmasked Estep 
Score: -8696245.000000 Penalty: 5345.017090
	Iteration 42Q: 3 clusters Score -8696245 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 46538 members 
Entering Unmasked Estep 
Score: -8696239.000000 Penalty: 5345.017090
	Iteration 43Q: 3 clusters Score -8696239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 46548 members 
Entering Unmasked Estep 
Score: -8696242.000000 Penalty: 5345.017090
	Iteration 44Q: 3 clusters Score -8696242 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -8696237.000000 Penalty: 5345.017090
	Iteration 45Q: 3 clusters Score -8696237 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 46578 members 
Entering Unmasked Estep 
Score: -8696230.000000 Penalty: 5345.017090
	Iteration 46Q: 3 clusters Score -8696230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 46601 members 
Entering Unmasked Estep 
Score: -8696213.000000 Penalty: 5345.017090
	Iteration 47Q: 3 clusters Score -8696213 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 46620 members 
Entering Unmasked Estep 
Score: -8696226.000000 Penalty: 5345.017090
	Iteration 48Q: 3 clusters Score -8696226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 46646 members 
Entering Unmasked Estep 
Score: -8696221.000000 Penalty: 5345.017090
	Iteration 49Q: 3 clusters Score -8696221 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 46667 members 
Entering Unmasked Estep 
Score: -8696219.000000 Penalty: 5345.017090
	Iteration 50Q: 3 clusters Score -8696219 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 46692 members 
Entering Unmasked Estep 
Score: -8696227.000000 Penalty: 5345.017090
	Iteration 51Q: 3 clusters Score -8696227 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 46710 members 
Entering Unmasked Estep 
Score: -8696230.000000 Penalty: 5345.017090
	Iteration 52Q: 3 clusters Score -8696230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 46724 members 
Entering Unmasked Estep 
Score: -8696228.000000 Penalty: 5345.017090
	Iteration 53Q: 3 clusters Score -8696228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 46738 members 
Entering Unmasked Estep 
Score: -8696233.000000 Penalty: 5345.017090
	Iteration 54Q: 3 clusters Score -8696233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 46751 members 
Entering Unmasked Estep 
Score: -8696229.000000 Penalty: 5345.017090
	Iteration 55Q: 3 clusters Score -8696229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
Score: -8696212.000000 Penalty: 5345.017090
	Iteration 56Q: 3 clusters Score -8696212 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 46778 members 
Entering Unmasked Estep 
Score: -8696209.000000 Penalty: 5345.017090
	Iteration 57Q: 3 clusters Score -8696209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 46788 members 
Entering Unmasked Estep 
Score: -8696216.000000 Penalty: 5345.017090
	Iteration 58Q: 3 clusters Score -8696216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 46797 members 
Entering Unmasked Estep 
Score: -8696215.000000 Penalty: 5345.017090
	Iteration 59Q: 3 clusters Score -8696215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 46804 members 
Entering Unmasked Estep 
Score: -8696216.000000 Penalty: 5345.017090
	Iteration 60F: 3 clusters Score -8696216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 46809 members 
Entering Unmasked Estep 
Score: -8696218.000000 Penalty: 5345.017090
	Iteration 61Q: 3 clusters Score -8696218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -8696214.000000 Penalty: 5345.017090
	Iteration 62Q: 3 clusters Score -8696214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 46816 members 
Entering Unmasked Estep 
Score: -8696217.000000 Penalty: 5345.017090
	Iteration 63Q: 3 clusters Score -8696217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 46821 members 
Entering Unmasked Estep 
Score: -8696221.000000 Penalty: 5345.017090
	Iteration 64Q: 3 clusters Score -8696221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 46829 members 
Entering Unmasked Estep 
Score: -8696215.000000 Penalty: 5345.017090
	Iteration 65Q: 3 clusters Score -8696215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 46835 members 
Entering Unmasked Estep 
Score: -8696201.000000 Penalty: 5345.017090
	Iteration 66Q: 3 clusters Score -8696201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -8696207.000000 Penalty: 5345.017090
	Iteration 67Q: 3 clusters Score -8696207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 46845 members 
Entering Unmasked Estep 
Score: -8696207.000000 Penalty: 5345.017090
	Iteration 68Q: 3 clusters Score -8696207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -8696206.000000 Penalty: 5345.017090
	Iteration 69Q: 3 clusters Score -8696206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 46858 members 
Entering Unmasked Estep 
Score: -8696203.000000 Penalty: 5345.017090
	Iteration 70Q: 3 clusters Score -8696203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 46863 members 
Entering Unmasked Estep 
Score: -8696206.000000 Penalty: 5345.017090
	Iteration 71Q: 3 clusters Score -8696206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 46868 members 
Entering Unmasked Estep 
Score: -8696217.000000 Penalty: 5345.017090
	Iteration 72Q: 3 clusters Score -8696217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 46874 members 
Entering Unmasked Estep 
Score: -8696211.000000 Penalty: 5345.017090
	Iteration 73Q: 3 clusters Score -8696211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -8696203.000000 Penalty: 5345.017090
	Iteration 74Q: 3 clusters Score -8696203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 46880 members 
Entering Unmasked Estep 
Score: -8696201.000000 Penalty: 5345.017090
	Iteration 75Q: 3 clusters Score -8696201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 46880 members 
Entering Unmasked Estep 
Score: -8696201.000000 Penalty: 5345.017090
	Iteration 76F: 3 clusters Score -8696201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Entering Unmasked Estep 
Score: -210527.500000 Penalty: 1778.570801
	Iteration 0F: 2 clusters Score -210527.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -208425.968750 Penalty: 3557.141602
	Iteration 0F: 3 clusters Score -208426 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -209115.859375 Penalty: 3557.141602
	Iteration 1F: 3 clusters Score -209115.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -209505.421875 Penalty: 3557.141602
	Iteration 2F: 3 clusters Score -209505.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -209662.546875 Penalty: 3557.141602
	Iteration 3F: 3 clusters Score -209662.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -209778.421875 Penalty: 3557.141602
	Iteration 4F: 3 clusters Score -209778.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -209845.015625 Penalty: 3557.141602
	Iteration 5Q: 3 clusters Score -209845 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -209889.593750 Penalty: 3557.141602
	Iteration 6Q: 3 clusters Score -209889.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -209923.718750 Penalty: 3557.141602
	Iteration 7Q: 3 clusters Score -209923.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -209958.296875 Penalty: 3557.141602
	Iteration 8Q: 3 clusters Score -209958.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -210007.781250 Penalty: 3557.141602
	Iteration 9Q: 3 clusters Score -210007.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -210041.421875 Penalty: 3557.141602
	Iteration 10Q: 3 clusters Score -210041.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -210060.468750 Penalty: 3557.141602
	Iteration 11Q: 3 clusters Score -210060.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -210082.453125 Penalty: 3557.141602
	Iteration 12Q: 3 clusters Score -210082.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -210103.671875 Penalty: 3557.141602
	Iteration 13Q: 3 clusters Score -210103.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -210109.812500 Penalty: 3557.141602
	Iteration 14Q: 3 clusters Score -210109.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -210111.546875 Penalty: 3557.141602
	Iteration 15Q: 3 clusters Score -210111.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -210111.546875 Penalty: 3557.141602
	Iteration 16F: 3 clusters Score -210111.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -100758.296875 Penalty: 1578.031006
	Iteration 0F: 2 clusters Score -100758.3 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 285 members 
Entering Unmasked Estep 
Score: -99164.554688 Penalty: 3156.062012
	Iteration 0F: 3 clusters Score -99164.55 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -99356.992188 Penalty: 3156.062012
	Iteration 1F: 3 clusters Score -99356.99 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -99405.531250 Penalty: 3156.062012
	Iteration 2Q: 3 clusters Score -99405.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -99420.046875 Penalty: 3156.062012
	Iteration 3Q: 3 clusters Score -99420.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -99424.273438 Penalty: 3156.062012
	Iteration 4Q: 3 clusters Score -99424.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -99425.554688 Penalty: 3156.062012
	Iteration 5Q: 3 clusters Score -99425.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -99425.554688 Penalty: 3156.062012
	Iteration 6F: 3 clusters Score -99425.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Entering Unmasked Estep 
Score: -97367.429688 Penalty: 1622.890137
	Iteration 0F: 2 clusters Score -97367.43 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 353 members 
Entering Unmasked Estep 
Score: -95813.296875 Penalty: 3245.780273
	Iteration 0F: 3 clusters Score -95813.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -96248.531250 Penalty: 3245.780273
	Iteration 1F: 3 clusters Score -96248.53 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -96384.867188 Penalty: 3245.780273
	Iteration 2F: 3 clusters Score -96384.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -96432.078125 Penalty: 3245.780273
	Iteration 3Q: 3 clusters Score -96432.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -96484.179688 Penalty: 3245.780273
	Iteration 4Q: 3 clusters Score -96484.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -96512.859375 Penalty: 3245.780273
	Iteration 5Q: 3 clusters Score -96512.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -96531.390625 Penalty: 3245.780273
	Iteration 6Q: 3 clusters Score -96531.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -96543.367188 Penalty: 3245.780273
	Iteration 7Q: 3 clusters Score -96543.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -96557.296875 Penalty: 3245.780273
	Iteration 8Q: 3 clusters Score -96557.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -96585.000000 Penalty: 3245.780273
	Iteration 9Q: 3 clusters Score -96585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -96614.609375 Penalty: 3245.780273
	Iteration 10Q: 3 clusters Score -96614.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -96635.281250 Penalty: 3245.780273
	Iteration 11Q: 3 clusters Score -96635.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -96654.343750 Penalty: 3245.780273
	Iteration 12Q: 3 clusters Score -96654.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -96674.296875 Penalty: 3245.780273
	Iteration 13Q: 3 clusters Score -96674.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -96729.601562 Penalty: 3245.780273
	Iteration 14Q: 3 clusters Score -96729.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -96771.015625 Penalty: 3245.780273
	Iteration 15Q: 3 clusters Score -96771.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -96806.460938 Penalty: 3245.780273
	Iteration 16Q: 3 clusters Score -96806.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -96851.914062 Penalty: 3245.780273
	Iteration 17Q: 3 clusters Score -96851.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -96881.554688 Penalty: 3245.780273
	Iteration 18Q: 3 clusters Score -96881.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -96924.703125 Penalty: 3245.780273
	Iteration 19Q: 3 clusters Score -96924.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -96960.718750 Penalty: 3245.780273
	Iteration 20F: 3 clusters Score -96960.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -97021.195312 Penalty: 3245.780273
	Iteration 21Q: 3 clusters Score -97021.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -97064.429688 Penalty: 3245.780273
	Iteration 22Q: 3 clusters Score -97064.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -97125.593750 Penalty: 3245.780273
	Iteration 23Q: 3 clusters Score -97125.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -97201.390625 Penalty: 3245.780273
	Iteration 24Q: 3 clusters Score -97201.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -97265.023438 Penalty: 3245.780273
	Iteration 25Q: 3 clusters Score -97265.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -97295.695312 Penalty: 3245.780273
	Iteration 26Q: 3 clusters Score -97295.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -97360.984375 Penalty: 3245.780273
	Iteration 27Q: 3 clusters Score -97360.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -97383.703125 Penalty: 3245.780273
	Iteration 28Q: 3 clusters Score -97383.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -97399.164062 Penalty: 3245.780273
	Iteration 29Q: 3 clusters Score -97399.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -97403.546875 Penalty: 3245.780273
	Iteration 30Q: 3 clusters Score -97403.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -97405.007812 Penalty: 3245.780273
	Iteration 31Q: 3 clusters Score -97405.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -97405.007812 Penalty: 3245.780273
	Iteration 32F: 3 clusters Score -97405.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2418 members 
Mstep: Class 4 contains 47958 members 
Mstep: Class 5 contains 47219 members 
Mstep: Class 6 contains 49576 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 47870 members 
Mstep: Class 9 contains 1302 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 444 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 46954 members 
Mstep: Class 15 contains 48128 members 
Mstep: Class 16 contains 26603 members 
Mstep: Class 17 contains 45433 members 
Mstep: Class 18 contains 1354 members 
Mstep: Class 19 contains 50675 members 
Mstep: Class 20 contains 251 members 
Mstep: Class 22 contains 50292 members 
Mstep: Class 23 contains 55945 members 
Mstep: Class 24 contains 45966 members 
Entering Unmasked Estep 
Score: -111187992.000000 Penalty: 76057.484375
Splitting cluster 11 changes total score from -111189544.000000 to -111187992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Entering Unmasked Estep 
Score: -102602.070312 Penalty: 1584.363159
	Iteration 0F: 2 clusters Score -102602.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -100987.265625 Penalty: 3168.726318
	Iteration 0F: 3 clusters Score -100987.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -101219.562500 Penalty: 3168.726318
	Iteration 1F: 3 clusters Score -101219.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -101293.515625 Penalty: 3168.726318
	Iteration 2F: 3 clusters Score -101293.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -101339.953125 Penalty: 3168.726318
	Iteration 3Q: 3 clusters Score -101340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -101364.757812 Penalty: 3168.726318
	Iteration 4Q: 3 clusters Score -101364.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -101380.773438 Penalty: 3168.726318
	Iteration 5Q: 3 clusters Score -101380.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -101386.929688 Penalty: 3168.726318
	Iteration 6Q: 3 clusters Score -101386.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -101398.109375 Penalty: 3168.726318
	Iteration 7Q: 3 clusters Score -101398.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -101410.203125 Penalty: 3168.726318
	Iteration 8Q: 3 clusters Score -101410.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -101416.570312 Penalty: 3168.726318
	Iteration 9Q: 3 clusters Score -101416.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -101420.914062 Penalty: 3168.726318
	Iteration 10Q: 3 clusters Score -101420.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -101425.062500 Penalty: 3168.726318
	Iteration 11Q: 3 clusters Score -101425.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -101425.062500 Penalty: 3168.726318
	Iteration 12F: 3 clusters Score -101425.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Entering Unmasked Estep 
Score: -104498.070312 Penalty: 1641.778198
	Iteration 0F: 2 clusters Score -104498.1 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 390 members 
Entering Unmasked Estep 
Score: -102949.257812 Penalty: 3283.556396
	Iteration 0F: 3 clusters Score -102949.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -103586.945312 Penalty: 3283.556396
	Iteration 1F: 3 clusters Score -103586.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -103957.890625 Penalty: 3283.556396
	Iteration 2F: 3 clusters Score -103957.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -104289.406250 Penalty: 3283.556396
	Iteration 3F: 3 clusters Score -104289.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -104526.367188 Penalty: 3283.556396
	Iteration 4F: 3 clusters Score -104526.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -104645.351562 Penalty: 3283.556396
	Iteration 5Q: 3 clusters Score -104645.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -104776.132812 Penalty: 3283.556396
	Iteration 6Q: 3 clusters Score -104776.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -104863.820312 Penalty: 3283.556396
	Iteration 7Q: 3 clusters Score -104863.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -104891.882812 Penalty: 3283.556396
	Iteration 8Q: 3 clusters Score -104891.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -104904.179688 Penalty: 3283.556396
	Iteration 9Q: 3 clusters Score -104904.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -104908.375000 Penalty: 3283.556396
	Iteration 10Q: 3 clusters Score -104908.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -104909.812500 Penalty: 3283.556396
	Iteration 11Q: 3 clusters Score -104909.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -104909.812500 Penalty: 3283.556396
	Iteration 12F: 3 clusters Score -104909.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2418 members 
Mstep: Class 4 contains 47958 members 
Mstep: Class 5 contains 47219 members 
Mstep: Class 6 contains 49576 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 47870 members 
Mstep: Class 9 contains 1302 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 695 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 46954 members 
Mstep: Class 15 contains 48128 members 
Mstep: Class 16 contains 26603 members 
Mstep: Class 17 contains 45433 members 
Mstep: Class 18 contains 1354 members 
Mstep: Class 19 contains 50675 members 
Mstep: Class 20 contains 379 members 
Mstep: Class 22 contains 50292 members 
Mstep: Class 23 contains 55945 members 
Mstep: Class 24 contains 45966 members 
Entering Unmasked Estep 
Score: -111188392.000000 Penalty: 76057.484375
Splitting cluster 13 changes total score from -111189544.000000 to -111188392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (46954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46954 members 
Entering Unmasked Estep 
Score: -8586282.000000 Penalty: 2667.717041
	Iteration 0F: 2 clusters Score -8586282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -8556684.000000 Penalty: 5335.434082
	Iteration 0F: 3 clusters Score -8556684 nChanged 21707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -8568829.000000 Penalty: 5335.434082
	Iteration 1F: 3 clusters Score -8568829 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -8569882.000000 Penalty: 5335.434082
	Iteration 2Q: 3 clusters Score -8569882 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -8571324.000000 Penalty: 5335.434082
	Iteration 3F: 3 clusters Score -8571324 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -8573010.000000 Penalty: 5335.434082
	Iteration 4F: 3 clusters Score -8573010 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 22334 members 
Entering Unmasked Estep 
Score: -8574983.000000 Penalty: 5335.434082
	Iteration 5F: 3 clusters Score -8574983 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -8576979.000000 Penalty: 5335.434082
	Iteration 6F: 3 clusters Score -8576979 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -8578851.000000 Penalty: 5335.434082
	Iteration 7F: 3 clusters Score -8578851 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -8580498.000000 Penalty: 5335.434082
	Iteration 8F: 3 clusters Score -8580498 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -8581699.000000 Penalty: 5335.434082
	Iteration 9Q: 3 clusters Score -8581699 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 26128 members 
Entering Unmasked Estep 
Score: -8582405.000000 Penalty: 5335.434082
	Iteration 10Q: 3 clusters Score -8582405 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -8582854.000000 Penalty: 5335.434082
	Iteration 11Q: 3 clusters Score -8582854 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -8583223.000000 Penalty: 5335.434082
	Iteration 12Q: 3 clusters Score -8583223 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -8583509.000000 Penalty: 5335.434082
	Iteration 13Q: 3 clusters Score -8583509 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -8583752.000000 Penalty: 5335.434082
	Iteration 14Q: 3 clusters Score -8583752 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -8583922.000000 Penalty: 5335.434082
	Iteration 15Q: 3 clusters Score -8583922 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -8584093.000000 Penalty: 5335.434082
	Iteration 16Q: 3 clusters Score -8584093 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 29605 members 
Entering Unmasked Estep 
Score: -8584121.000000 Penalty: 5335.434082
	Iteration 17Q: 3 clusters Score -8584121 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 29881 members 
Entering Unmasked Estep 
Score: -8584229.000000 Penalty: 5335.434082
	Iteration 18Q: 3 clusters Score -8584229 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -8584312.000000 Penalty: 5335.434082
	Iteration 19Q: 3 clusters Score -8584312 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -8584370.000000 Penalty: 5335.434082
	Iteration 20F: 3 clusters Score -8584370 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -8584437.000000 Penalty: 5335.434082
	Iteration 21Q: 3 clusters Score -8584437 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -8584502.000000 Penalty: 5335.434082
	Iteration 22Q: 3 clusters Score -8584502 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 31288 members 
Entering Unmasked Estep 
Score: -8584554.000000 Penalty: 5335.434082
	Iteration 23Q: 3 clusters Score -8584554 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -8584601.000000 Penalty: 5335.434082
	Iteration 24Q: 3 clusters Score -8584601 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -8584669.000000 Penalty: 5335.434082
	Iteration 25Q: 3 clusters Score -8584669 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -8584715.000000 Penalty: 5335.434082
	Iteration 26Q: 3 clusters Score -8584715 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 32252 members 
Entering Unmasked Estep 
Score: -8584756.000000 Penalty: 5335.434082
	Iteration 27Q: 3 clusters Score -8584756 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -8584798.000000 Penalty: 5335.434082
	Iteration 28Q: 3 clusters Score -8584798 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -8584853.000000 Penalty: 5335.434082
	Iteration 29Q: 3 clusters Score -8584853 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -8584909.000000 Penalty: 5335.434082
	Iteration 30Q: 3 clusters Score -8584909 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -8584954.000000 Penalty: 5335.434082
	Iteration 31Q: 3 clusters Score -8584954 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -8585015.000000 Penalty: 5335.434082
	Iteration 32Q: 3 clusters Score -8585015 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 33607 members 
Entering Unmasked Estep 
Score: -8585019.000000 Penalty: 5335.434082
	Iteration 33Q: 3 clusters Score -8585019 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
Score: -8585101.000000 Penalty: 5335.434082
	Iteration 34Q: 3 clusters Score -8585101 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 34133 members 
Entering Unmasked Estep 
Score: -8585177.000000 Penalty: 5335.434082
	Iteration 35Q: 3 clusters Score -8585177 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -8585238.000000 Penalty: 5335.434082
	Iteration 36Q: 3 clusters Score -8585238 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 34744 members 
Entering Unmasked Estep 
Score: -8585312.000000 Penalty: 5335.434082
	Iteration 37Q: 3 clusters Score -8585312 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -8585370.000000 Penalty: 5335.434082
	Iteration 38Q: 3 clusters Score -8585370 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -8585436.000000 Penalty: 5335.434082
	Iteration 39Q: 3 clusters Score -8585436 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -8585513.000000 Penalty: 5335.434082
	Iteration 40F: 3 clusters Score -8585513 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -8585576.000000 Penalty: 5335.434082
	Iteration 41Q: 3 clusters Score -8585576 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 36421 members 
Entering Unmasked Estep 
Score: -8585670.000000 Penalty: 5335.434082
	Iteration 42Q: 3 clusters Score -8585670 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -8585725.000000 Penalty: 5335.434082
	Iteration 43Q: 3 clusters Score -8585725 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 37124 members 
Entering Unmasked Estep 
Score: -8585834.000000 Penalty: 5335.434082
	Iteration 44Q: 3 clusters Score -8585834 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
Score: -8585823.000000 Penalty: 5335.434082
	Iteration 45Q: 3 clusters Score -8585823 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -8585909.000000 Penalty: 5335.434082
	Iteration 46Q: 3 clusters Score -8585909 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 38118 members 
Entering Unmasked Estep 
Score: -8585980.000000 Penalty: 5335.434082
	Iteration 47Q: 3 clusters Score -8585980 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -8586042.000000 Penalty: 5335.434082
	Iteration 48Q: 3 clusters Score -8586042 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -8586096.000000 Penalty: 5335.434082
	Iteration 49Q: 3 clusters Score -8586096 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -8586159.000000 Penalty: 5335.434082
	Iteration 50Q: 3 clusters Score -8586159 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 39532 members 
Entering Unmasked Estep 
Score: -8586205.000000 Penalty: 5335.434082
	Iteration 51Q: 3 clusters Score -8586205 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 39831 members 
Entering Unmasked Estep 
Score: -8586261.000000 Penalty: 5335.434082
	Iteration 52Q: 3 clusters Score -8586261 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -8586310.000000 Penalty: 5335.434082
	Iteration 53Q: 3 clusters Score -8586310 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 40392 members 
Entering Unmasked Estep 
Score: -8586322.000000 Penalty: 5335.434082
	Iteration 54Q: 3 clusters Score -8586322 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -8586336.000000 Penalty: 5335.434082
	Iteration 55Q: 3 clusters Score -8586336 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -8586353.000000 Penalty: 5335.434082
	Iteration 56Q: 3 clusters Score -8586353 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -8586387.000000 Penalty: 5335.434082
	Iteration 57Q: 3 clusters Score -8586387 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -8586390.000000 Penalty: 5335.434082
	Iteration 58Q: 3 clusters Score -8586390 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -8586411.000000 Penalty: 5335.434082
	Iteration 59Q: 3 clusters Score -8586411 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -8586439.000000 Penalty: 5335.434082
	Iteration 60F: 3 clusters Score -8586439 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -8586448.000000 Penalty: 5335.434082
	Iteration 61Q: 3 clusters Score -8586448 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
Score: -8586449.000000 Penalty: 5335.434082
	Iteration 62Q: 3 clusters Score -8586449 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -8586454.000000 Penalty: 5335.434082
	Iteration 63Q: 3 clusters Score -8586454 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
Score: -8586475.000000 Penalty: 5335.434082
	Iteration 64Q: 3 clusters Score -8586475 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -8586473.000000 Penalty: 5335.434082
	Iteration 65Q: 3 clusters Score -8586473 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -8586444.000000 Penalty: 5335.434082
	Iteration 66Q: 3 clusters Score -8586444 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 42810 members 
Entering Unmasked Estep 
Score: -8586416.000000 Penalty: 5335.434082
	Iteration 67Q: 3 clusters Score -8586416 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 42876 members 
Entering Unmasked Estep 
Score: -8586420.000000 Penalty: 5335.434082
	Iteration 68Q: 3 clusters Score -8586420 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 42940 members 
Entering Unmasked Estep 
Score: -8586441.000000 Penalty: 5335.434082
	Iteration 69Q: 3 clusters Score -8586441 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 42999 members 
Entering Unmasked Estep 
Score: -8586456.000000 Penalty: 5335.434082
	Iteration 70Q: 3 clusters Score -8586456 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 43054 members 
Entering Unmasked Estep 
Score: -8586456.000000 Penalty: 5335.434082
	Iteration 71Q: 3 clusters Score -8586456 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 43096 members 
Entering Unmasked Estep 
Score: -8586448.000000 Penalty: 5335.434082
	Iteration 72Q: 3 clusters Score -8586448 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 43136 members 
Entering Unmasked Estep 
Score: -8586453.000000 Penalty: 5335.434082
	Iteration 73Q: 3 clusters Score -8586453 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 43164 members 
Entering Unmasked Estep 
Score: -8586470.000000 Penalty: 5335.434082
	Iteration 74Q: 3 clusters Score -8586470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -8586465.000000 Penalty: 5335.434082
	Iteration 75Q: 3 clusters Score -8586465 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -8586456.000000 Penalty: 5335.434082
	Iteration 76Q: 3 clusters Score -8586456 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 43250 members 
Entering Unmasked Estep 
Score: -8586445.000000 Penalty: 5335.434082
	Iteration 77Q: 3 clusters Score -8586445 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
Score: -8586446.000000 Penalty: 5335.434082
	Iteration 78Q: 3 clusters Score -8586446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -8586448.000000 Penalty: 5335.434082
	Iteration 79Q: 3 clusters Score -8586448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -8586448.000000 Penalty: 5335.434082
	Iteration 80F: 3 clusters Score -8586448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 43343 members 
Entering Unmasked Estep 
Score: -8586446.000000 Penalty: 5335.434082
	Iteration 81Q: 3 clusters Score -8586446 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 43367 members 
Entering Unmasked Estep 
Score: -8586434.000000 Penalty: 5335.434082
	Iteration 82Q: 3 clusters Score -8586434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -8586438.000000 Penalty: 5335.434082
	Iteration 83Q: 3 clusters Score -8586438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -8586423.000000 Penalty: 5335.434082
	Iteration 84Q: 3 clusters Score -8586423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 43410 members 
Entering Unmasked Estep 
Score: -8586425.000000 Penalty: 5335.434082
	Iteration 85Q: 3 clusters Score -8586425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -8586424.000000 Penalty: 5335.434082
	Iteration 86Q: 3 clusters Score -8586424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
Score: -8586416.000000 Penalty: 5335.434082
	Iteration 87Q: 3 clusters Score -8586416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 43449 members 
Entering Unmasked Estep 
Score: -8586424.000000 Penalty: 5335.434082
	Iteration 88Q: 3 clusters Score -8586424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 43455 members 
Entering Unmasked Estep 
Score: -8586413.000000 Penalty: 5335.434082
	Iteration 89Q: 3 clusters Score -8586413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 43460 members 
Entering Unmasked Estep 
Score: -8586415.000000 Penalty: 5335.434082
	Iteration 90Q: 3 clusters Score -8586415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 43467 members 
Entering Unmasked Estep 
Score: -8586396.000000 Penalty: 5335.434082
	Iteration 91Q: 3 clusters Score -8586396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 43475 members 
Entering Unmasked Estep 
Score: -8586400.000000 Penalty: 5335.434082
	Iteration 92Q: 3 clusters Score -8586400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 43483 members 
Entering Unmasked Estep 
Score: -8586400.000000 Penalty: 5335.434082
	Iteration 93Q: 3 clusters Score -8586400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -8586398.000000 Penalty: 5335.434082
	Iteration 94Q: 3 clusters Score -8586398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
Score: -8586400.000000 Penalty: 5335.434082
	Iteration 95Q: 3 clusters Score -8586400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -8586409.000000 Penalty: 5335.434082
	Iteration 96Q: 3 clusters Score -8586409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 43489 members 
Entering Unmasked Estep 
Score: -8586415.000000 Penalty: 5335.434082
	Iteration 97Q: 3 clusters Score -8586415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 43490 members 
Entering Unmasked Estep 
Score: -8586413.000000 Penalty: 5335.434082
	Iteration 98Q: 3 clusters Score -8586413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 43490 members 
Entering Unmasked Estep 
Score: -8586413.000000 Penalty: 5335.434082
	Iteration 99F: 3 clusters Score -8586413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2418 members 
Mstep: Class 4 contains 47958 members 
Mstep: Class 5 contains 47219 members 
Mstep: Class 6 contains 49576 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 47870 members 
Mstep: Class 9 contains 1302 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 695 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 3464 members 
Mstep: Class 15 contains 48128 members 
Mstep: Class 16 contains 26603 members 
Mstep: Class 17 contains 45433 members 
Mstep: Class 18 contains 1354 members 
Mstep: Class 19 contains 50675 members 
Mstep: Class 20 contains 43490 members 
Mstep: Class 22 contains 50292 members 
Mstep: Class 23 contains 55945 members 
Mstep: Class 24 contains 45966 members 
Entering Unmasked Estep 
Score: -111189048.000000 Penalty: 76057.484375
Splitting cluster 14 changes total score from -111189544.000000 to -111189048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (48128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48128 members 
Entering Unmasked Estep 
Score: -8922167.000000 Penalty: 2673.841553
	Iteration 0F: 2 clusters Score -8922167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -8893782.000000 Penalty: 5347.683105
	Iteration 0F: 3 clusters Score -8893782 nChanged 22115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -8906673.000000 Penalty: 5347.683105
	Iteration 1F: 3 clusters Score -8906673 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -8907874.000000 Penalty: 5347.683105
	Iteration 2F: 3 clusters Score -8907874 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -8909548.000000 Penalty: 5347.683105
	Iteration 3F: 3 clusters Score -8909548 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -8912222.000000 Penalty: 5347.683105
	Iteration 4F: 3 clusters Score -8912222 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -8915325.000000 Penalty: 5347.683105
	Iteration 5F: 3 clusters Score -8915325 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -8918039.000000 Penalty: 5347.683105
	Iteration 6F: 3 clusters Score -8918039 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45617 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -8919268.000000 Penalty: 5347.683105
	Iteration 7F: 3 clusters Score -8919268 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46914 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -8919696.000000 Penalty: 5347.683105
	Iteration 8Q: 3 clusters Score -8919696 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47450 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -8919813.000000 Penalty: 5347.683105
	Iteration 9Q: 3 clusters Score -8919813 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47646 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8919878.000000 Penalty: 5347.683105
	Iteration 10Q: 3 clusters Score -8919878 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47722 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8919929.000000 Penalty: 5347.683105
	Iteration 11Q: 3 clusters Score -8919929 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47755 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -8919960.000000 Penalty: 5347.683105
	Iteration 12Q: 3 clusters Score -8919960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47773 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8919996.000000 Penalty: 5347.683105
	Iteration 13Q: 3 clusters Score -8919996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47784 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -8920001.000000 Penalty: 5347.683105
	Iteration 14Q: 3 clusters Score -8920001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47795 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8920001.000000 Penalty: 5347.683105
	Iteration 15Q: 3 clusters Score -8920001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47800 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -8920022.000000 Penalty: 5347.683105
	Iteration 16Q: 3 clusters Score -8920022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47803 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -8920034.000000 Penalty: 5347.683105
	Iteration 17Q: 3 clusters Score -8920034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8920030.000000 Penalty: 5347.683105
	Iteration 18Q: 3 clusters Score -8920030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47805 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8920041.000000 Penalty: 5347.683105
	Iteration 19Q: 3 clusters Score -8920041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47805 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8920046.000000 Penalty: 5347.683105
	Iteration 20F: 3 clusters Score -8920046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8920045.000000 Penalty: 5347.683105
	Iteration 21Q: 3 clusters Score -8920045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47805 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8920042.000000 Penalty: 5347.683105
	Iteration 22Q: 3 clusters Score -8920042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47806 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8920049.000000 Penalty: 5347.683105
	Iteration 23Q: 3 clusters Score -8920049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47806 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8920054.000000 Penalty: 5347.683105
	Iteration 24Q: 3 clusters Score -8920054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47808 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8920055.000000 Penalty: 5347.683105
	Iteration 25Q: 3 clusters Score -8920055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47808 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8920060.000000 Penalty: 5347.683105
	Iteration 26Q: 3 clusters Score -8920060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47806 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8920060.000000 Penalty: 5347.683105
	Iteration 27Q: 3 clusters Score -8920060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47806 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8920060.000000 Penalty: 5347.683105
	Iteration 28F: 3 clusters Score -8920060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (26603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Entering Unmasked Estep 
Score: -4729019.000000 Penalty: 2526.817139
	Iteration 0F: 2 clusters Score -4729019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -4710663.500000 Penalty: 5053.634277
	Iteration 0F: 3 clusters Score -4710664 nChanged 11970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -4717008.500000 Penalty: 5053.634277
	Iteration 1F: 3 clusters Score -4717008 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -4717393.000000 Penalty: 5053.634277
	Iteration 2Q: 3 clusters Score -4717393 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -4717771.000000 Penalty: 5053.634277
	Iteration 3Q: 3 clusters Score -4717771 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -4718095.500000 Penalty: 5053.634277
	Iteration 4Q: 3 clusters Score -4718096 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -4718427.000000 Penalty: 5053.634277
	Iteration 5Q: 3 clusters Score -4718427 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -4718773.000000 Penalty: 5053.634277
	Iteration 6Q: 3 clusters Score -4718773 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -4719175.500000 Penalty: 5053.634277
	Iteration 7Q: 3 clusters Score -4719176 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -4719591.000000 Penalty: 5053.634277
	Iteration 8Q: 3 clusters Score -4719591 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -4720097.000000 Penalty: 5053.634277
	Iteration 9Q: 3 clusters Score -4720097 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -4720762.000000 Penalty: 5053.634277
	Iteration 10Q: 3 clusters Score -4720762 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -4721624.500000 Penalty: 5053.634277
	Iteration 11F: 3 clusters Score -4721624 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -4722567.000000 Penalty: 5053.634277
	Iteration 12F: 3 clusters Score -4722567 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -4723561.500000 Penalty: 5053.634277
	Iteration 13Q: 3 clusters Score -4723562 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -4724518.500000 Penalty: 5053.634277
	Iteration 14Q: 3 clusters Score -4724518 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
Score: -4725376.500000 Penalty: 5053.634277
	Iteration 15Q: 3 clusters Score -4725376 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -4725944.000000 Penalty: 5053.634277
	Iteration 16Q: 3 clusters Score -4725944 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 25641 members 
Entering Unmasked Estep 
Score: -4726342.000000 Penalty: 5053.634277
	Iteration 17Q: 3 clusters Score -4726342 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -4726610.500000 Penalty: 5053.634277
	Iteration 18Q: 3 clusters Score -4726610 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -4726769.000000 Penalty: 5053.634277
	Iteration 19Q: 3 clusters Score -4726769 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -4726905.000000 Penalty: 5053.634277
	Iteration 20F: 3 clusters Score -4726905 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -4726993.000000 Penalty: 5053.634277
	Iteration 21Q: 3 clusters Score -4726993 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -4727031.500000 Penalty: 5053.634277
	Iteration 22Q: 3 clusters Score -4727032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -4727053.000000 Penalty: 5053.634277
	Iteration 23Q: 3 clusters Score -4727053 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -4727064.500000 Penalty: 5053.634277
	Iteration 24Q: 3 clusters Score -4727064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -4727078.000000 Penalty: 5053.634277
	Iteration 25Q: 3 clusters Score -4727078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -4727081.000000 Penalty: 5053.634277
	Iteration 26Q: 3 clusters Score -4727081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -4727085.000000 Penalty: 5053.634277
	Iteration 27Q: 3 clusters Score -4727085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -4727088.500000 Penalty: 5053.634277
	Iteration 28Q: 3 clusters Score -4727088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -4727090.000000 Penalty: 5053.634277
	Iteration 29Q: 3 clusters Score -4727090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -4727088.000000 Penalty: 5053.634277
	Iteration 30Q: 3 clusters Score -4727088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -4727088.000000 Penalty: 5053.634277
	Iteration 31F: 3 clusters Score -4727088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45433 members 
Entering Unmasked Estep 
Score: -8310528.000000 Penalty: 2659.550537
	Iteration 0F: 2 clusters Score -8310528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -8280827.000000 Penalty: 5319.101074
	Iteration 0F: 3 clusters Score -8280827 nChanged 21025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -8292636.500000 Penalty: 5319.101074
	Iteration 1F: 3 clusters Score -8292636 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -8293297.500000 Penalty: 5319.101074
	Iteration 2Q: 3 clusters Score -8293298 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -8294121.500000 Penalty: 5319.101074
	Iteration 3Q: 3 clusters Score -8294122 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -8294981.500000 Penalty: 5319.101074
	Iteration 4Q: 3 clusters Score -8294982 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -8295959.000000 Penalty: 5319.101074
	Iteration 5Q: 3 clusters Score -8295959 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -8297032.500000 Penalty: 5319.101074
	Iteration 6Q: 3 clusters Score -8297032 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -8298234.000000 Penalty: 5319.101074
	Iteration 7Q: 3 clusters Score -8298234 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -8299785.500000 Penalty: 5319.101074
	Iteration 8F: 3 clusters Score -8299786 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -8301157.000000 Penalty: 5319.101074
	Iteration 9F: 3 clusters Score -8301157 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -8302440.000000 Penalty: 5319.101074
	Iteration 10F: 3 clusters Score -8302440 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -8303409.000000 Penalty: 5319.101074
	Iteration 11Q: 3 clusters Score -8303409 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -8304076.000000 Penalty: 5319.101074
	Iteration 12Q: 3 clusters Score -8304076 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -8304491.000000 Penalty: 5319.101074
	Iteration 13Q: 3 clusters Score -8304491 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29687 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -8304692.500000 Penalty: 5319.101074
	Iteration 14Q: 3 clusters Score -8304692 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -8304827.000000 Penalty: 5319.101074
	Iteration 15Q: 3 clusters Score -8304827 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -8304901.000000 Penalty: 5319.101074
	Iteration 16Q: 3 clusters Score -8304901 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -8304964.000000 Penalty: 5319.101074
	Iteration 17Q: 3 clusters Score -8304964 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -8305013.500000 Penalty: 5319.101074
	Iteration 18Q: 3 clusters Score -8305014 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -8305073.500000 Penalty: 5319.101074
	Iteration 19Q: 3 clusters Score -8305074 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -8305135.500000 Penalty: 5319.101074
	Iteration 20F: 3 clusters Score -8305136 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31014 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -8305178.500000 Penalty: 5319.101074
	Iteration 21Q: 3 clusters Score -8305178 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -8305223.000000 Penalty: 5319.101074
	Iteration 22Q: 3 clusters Score -8305223 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31327 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -8305262.500000 Penalty: 5319.101074
	Iteration 23Q: 3 clusters Score -8305262 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -8305313.500000 Penalty: 5319.101074
	Iteration 24Q: 3 clusters Score -8305314 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -8305346.000000 Penalty: 5319.101074
	Iteration 25Q: 3 clusters Score -8305346 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -8305395.500000 Penalty: 5319.101074
	Iteration 26Q: 3 clusters Score -8305396 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -8305422.000000 Penalty: 5319.101074
	Iteration 27Q: 3 clusters Score -8305422 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -8305488.500000 Penalty: 5319.101074
	Iteration 28Q: 3 clusters Score -8305488 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -8305534.500000 Penalty: 5319.101074
	Iteration 29Q: 3 clusters Score -8305534 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -8305568.500000 Penalty: 5319.101074
	Iteration 30Q: 3 clusters Score -8305568 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -8305615.500000 Penalty: 5319.101074
	Iteration 31Q: 3 clusters Score -8305616 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -8305661.500000 Penalty: 5319.101074
	Iteration 32Q: 3 clusters Score -8305662 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -8305699.000000 Penalty: 5319.101074
	Iteration 33Q: 3 clusters Score -8305699 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -8305758.000000 Penalty: 5319.101074
	Iteration 34Q: 3 clusters Score -8305758 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -8305822.500000 Penalty: 5319.101074
	Iteration 35Q: 3 clusters Score -8305822 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -8305831.500000 Penalty: 5319.101074
	Iteration 36Q: 3 clusters Score -8305832 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -8305891.500000 Penalty: 5319.101074
	Iteration 37Q: 3 clusters Score -8305892 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35099 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -8305960.000000 Penalty: 5319.101074
	Iteration 38Q: 3 clusters Score -8305960 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35502 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -8306057.000000 Penalty: 5319.101074
	Iteration 39Q: 3 clusters Score -8306057 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -8306127.500000 Penalty: 5319.101074
	Iteration 40F: 3 clusters Score -8306128 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -8306226.000000 Penalty: 5319.101074
	Iteration 41Q: 3 clusters Score -8306226 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -8306335.000000 Penalty: 5319.101074
	Iteration 42Q: 3 clusters Score -8306335 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -8306496.500000 Penalty: 5319.101074
	Iteration 43Q: 3 clusters Score -8306496 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -8306650.000000 Penalty: 5319.101074
	Iteration 44Q: 3 clusters Score -8306650 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -8306772.000000 Penalty: 5319.101074
	Iteration 45Q: 3 clusters Score -8306772 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -8306931.500000 Penalty: 5319.101074
	Iteration 46Q: 3 clusters Score -8306932 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39300 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -8307066.500000 Penalty: 5319.101074
	Iteration 47Q: 3 clusters Score -8307066 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -8307206.500000 Penalty: 5319.101074
	Iteration 48Q: 3 clusters Score -8307206 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -8307296.500000 Penalty: 5319.101074
	Iteration 49Q: 3 clusters Score -8307296 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -8307438.000000 Penalty: 5319.101074
	Iteration 50Q: 3 clusters Score -8307438 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40930 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -8307549.500000 Penalty: 5319.101074
	Iteration 51Q: 3 clusters Score -8307550 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -8307669.500000 Penalty: 5319.101074
	Iteration 52Q: 3 clusters Score -8307670 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41623 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -8307780.000000 Penalty: 5319.101074
	Iteration 53Q: 3 clusters Score -8307780 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -8307852.000000 Penalty: 5319.101074
	Iteration 54Q: 3 clusters Score -8307852 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -8307924.000000 Penalty: 5319.101074
	Iteration 55Q: 3 clusters Score -8307924 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -8308005.500000 Penalty: 5319.101074
	Iteration 56Q: 3 clusters Score -8308006 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -8308065.500000 Penalty: 5319.101074
	Iteration 57Q: 3 clusters Score -8308066 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -8308124.500000 Penalty: 5319.101074
	Iteration 58Q: 3 clusters Score -8308124 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -8308192.000000 Penalty: 5319.101074
	Iteration 59Q: 3 clusters Score -8308192 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43188 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -8308253.000000 Penalty: 5319.101074
	Iteration 60F: 3 clusters Score -8308253 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -8308297.000000 Penalty: 5319.101074
	Iteration 61Q: 3 clusters Score -8308297 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43453 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -8308324.500000 Penalty: 5319.101074
	Iteration 62Q: 3 clusters Score -8308324 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43556 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -8308356.500000 Penalty: 5319.101074
	Iteration 63Q: 3 clusters Score -8308356 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -8308369.500000 Penalty: 5319.101074
	Iteration 64Q: 3 clusters Score -8308370 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43713 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -8308387.000000 Penalty: 5319.101074
	Iteration 65Q: 3 clusters Score -8308387 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -8308399.500000 Penalty: 5319.101074
	Iteration 66Q: 3 clusters Score -8308400 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43845 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -8308424.500000 Penalty: 5319.101074
	Iteration 67Q: 3 clusters Score -8308424 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43900 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -8308433.500000 Penalty: 5319.101074
	Iteration 68Q: 3 clusters Score -8308434 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43952 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -8308443.500000 Penalty: 5319.101074
	Iteration 69Q: 3 clusters Score -8308444 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -8308473.500000 Penalty: 5319.101074
	Iteration 70Q: 3 clusters Score -8308474 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44032 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -8308485.000000 Penalty: 5319.101074
	Iteration 71Q: 3 clusters Score -8308485 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44068 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -8308502.500000 Penalty: 5319.101074
	Iteration 72Q: 3 clusters Score -8308502 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -8308509.000000 Penalty: 5319.101074
	Iteration 73Q: 3 clusters Score -8308509 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -8308521.000000 Penalty: 5319.101074
	Iteration 74Q: 3 clusters Score -8308521 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44134 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -8308509.500000 Penalty: 5319.101074
	Iteration 75Q: 3 clusters Score -8308510 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44152 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -8308527.000000 Penalty: 5319.101074
	Iteration 76Q: 3 clusters Score -8308527 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44170 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -8308538.000000 Penalty: 5319.101074
	Iteration 77Q: 3 clusters Score -8308538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44184 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -8308550.500000 Penalty: 5319.101074
	Iteration 78Q: 3 clusters Score -8308550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44199 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -8308550.000000 Penalty: 5319.101074
	Iteration 79Q: 3 clusters Score -8308550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44213 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -8308564.500000 Penalty: 5319.101074
	Iteration 80F: 3 clusters Score -8308564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -8308559.000000 Penalty: 5319.101074
	Iteration 81Q: 3 clusters Score -8308559 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44230 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -8308564.000000 Penalty: 5319.101074
	Iteration 82Q: 3 clusters Score -8308564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44240 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -8308561.500000 Penalty: 5319.101074
	Iteration 83Q: 3 clusters Score -8308562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44246 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -8308559.000000 Penalty: 5319.101074
	Iteration 84Q: 3 clusters Score -8308559 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44256 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -8308574.000000 Penalty: 5319.101074
	Iteration 85Q: 3 clusters Score -8308574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44268 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -8308579.000000 Penalty: 5319.101074
	Iteration 86Q: 3 clusters Score -8308579 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44273 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -8308576.500000 Penalty: 5319.101074
	Iteration 87Q: 3 clusters Score -8308576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -8308582.000000 Penalty: 5319.101074
	Iteration 88Q: 3 clusters Score -8308582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44278 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -8308583.500000 Penalty: 5319.101074
	Iteration 89Q: 3 clusters Score -8308584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44279 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -8308589.500000 Penalty: 5319.101074
	Iteration 90Q: 3 clusters Score -8308590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -8308593.000000 Penalty: 5319.101074
	Iteration 91Q: 3 clusters Score -8308593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -8308591.500000 Penalty: 5319.101074
	Iteration 92Q: 3 clusters Score -8308592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -8308592.500000 Penalty: 5319.101074
	Iteration 93Q: 3 clusters Score -8308592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -8308600.000000 Penalty: 5319.101074
	Iteration 94Q: 3 clusters Score -8308600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -8308597.000000 Penalty: 5319.101074
	Iteration 95Q: 3 clusters Score -8308597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -8308591.000000 Penalty: 5319.101074
	Iteration 96Q: 3 clusters Score -8308591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44293 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -8308596.000000 Penalty: 5319.101074
	Iteration 97Q: 3 clusters Score -8308596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44301 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -8308600.000000 Penalty: 5319.101074
	Iteration 98Q: 3 clusters Score -8308600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44307 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -8308600.000000 Penalty: 5319.101074
	Iteration 99Q: 3 clusters Score -8308600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44308 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -8308609.500000 Penalty: 5319.101074
	Iteration 100F: 3 clusters Score -8308610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44312 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -8308611.000000 Penalty: 5319.101074
	Iteration 101Q: 3 clusters Score -8308611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44312 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -8308609.000000 Penalty: 5319.101074
	Iteration 102Q: 3 clusters Score -8308609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44313 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -8308609.500000 Penalty: 5319.101074
	Iteration 103Q: 3 clusters Score -8308610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44317 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -8308615.000000 Penalty: 5319.101074
	Iteration 104Q: 3 clusters Score -8308615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44317 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -8308612.000000 Penalty: 5319.101074
	Iteration 105Q: 3 clusters Score -8308612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -8308610.000000 Penalty: 5319.101074
	Iteration 106Q: 3 clusters Score -8308610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -8308610.000000 Penalty: 5319.101074
	Iteration 107Q: 3 clusters Score -8308610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -8308610.000000 Penalty: 5319.101074
	Iteration 108F: 3 clusters Score -8308610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Entering Unmasked Estep 
Score: -234740.578125 Penalty: 1788.282959
	Iteration 0F: 2 clusters Score -234740.6 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 700 members 
Entering Unmasked Estep 
Score: -232618.859375 Penalty: 3576.565918
	Iteration 0F: 3 clusters Score -232618.9 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -233195.078125 Penalty: 3576.565918
	Iteration 1F: 3 clusters Score -233195.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -233452.421875 Penalty: 3576.565918
	Iteration 2F: 3 clusters Score -233452.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -233582.421875 Penalty: 3576.565918
	Iteration 3F: 3 clusters Score -233582.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -233670.515625 Penalty: 3576.565918
	Iteration 4Q: 3 clusters Score -233670.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -233727.890625 Penalty: 3576.565918
	Iteration 5Q: 3 clusters Score -233727.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -233788.015625 Penalty: 3576.565918
	Iteration 6Q: 3 clusters Score -233788 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -233877.203125 Penalty: 3576.565918
	Iteration 7Q: 3 clusters Score -233877.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -233949.281250 Penalty: 3576.565918
	Iteration 8Q: 3 clusters Score -233949.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -234020.187500 Penalty: 3576.565918
	Iteration 9Q: 3 clusters Score -234020.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -234097.781250 Penalty: 3576.565918
	Iteration 10Q: 3 clusters Score -234097.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -234138.609375 Penalty: 3576.565918
	Iteration 11Q: 3 clusters Score -234138.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -234156.421875 Penalty: 3576.565918
	Iteration 12Q: 3 clusters Score -234156.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -234160.000000 Penalty: 3576.565918
	Iteration 13Q: 3 clusters Score -234160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -234164.734375 Penalty: 3576.565918
	Iteration 14Q: 3 clusters Score -234164.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -234171.234375 Penalty: 3576.565918
	Iteration 15Q: 3 clusters Score -234171.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -234171.984375 Penalty: 3576.565918
	Iteration 16Q: 3 clusters Score -234172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -234173.171875 Penalty: 3576.565918
	Iteration 17Q: 3 clusters Score -234173.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -234173.171875 Penalty: 3576.565918
	Iteration 18F: 3 clusters Score -234173.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (50675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50675 members 
Entering Unmasked Estep 
Score: -9190785.000000 Penalty: 2686.630615
	Iteration 0F: 2 clusters Score -9190785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -9159352.000000 Penalty: 5373.261230
	Iteration 0F: 3 clusters Score -9159352 nChanged 23265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -9172437.000000 Penalty: 5373.261230
	Iteration 1F: 3 clusters Score -9172437 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -9173386.000000 Penalty: 5373.261230
	Iteration 2Q: 3 clusters Score -9173386 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -9174632.000000 Penalty: 5373.261230
	Iteration 3F: 3 clusters Score -9174632 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -9176875.000000 Penalty: 5373.261230
	Iteration 4F: 3 clusters Score -9176875 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -9180225.000000 Penalty: 5373.261230
	Iteration 5F: 3 clusters Score -9180225 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -9184136.000000 Penalty: 5373.261230
	Iteration 6F: 3 clusters Score -9184136 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44388 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -9187179.000000 Penalty: 5373.261230
	Iteration 7F: 3 clusters Score -9187179 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -9188730.000000 Penalty: 5373.261230
	Iteration 8Q: 3 clusters Score -9188730 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47440 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -9189433.000000 Penalty: 5373.261230
	Iteration 9Q: 3 clusters Score -9189433 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47974 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -9189650.000000 Penalty: 5373.261230
	Iteration 10Q: 3 clusters Score -9189650 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48284 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -9189732.000000 Penalty: 5373.261230
	Iteration 11Q: 3 clusters Score -9189732 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48513 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -9189679.000000 Penalty: 5373.261230
	Iteration 12Q: 3 clusters Score -9189679 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48671 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -9189672.000000 Penalty: 5373.261230
	Iteration 13Q: 3 clusters Score -9189672 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48824 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -9189624.000000 Penalty: 5373.261230
	Iteration 14Q: 3 clusters Score -9189624 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48948 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -9189575.000000 Penalty: 5373.261230
	Iteration 15Q: 3 clusters Score -9189575 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49041 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -9189529.000000 Penalty: 5373.261230
	Iteration 16Q: 3 clusters Score -9189529 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49124 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -9189490.000000 Penalty: 5373.261230
	Iteration 17Q: 3 clusters Score -9189490 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -9189482.000000 Penalty: 5373.261230
	Iteration 18Q: 3 clusters Score -9189482 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49248 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -9189460.000000 Penalty: 5373.261230
	Iteration 19Q: 3 clusters Score -9189460 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49299 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -9189431.000000 Penalty: 5373.261230
	Iteration 20F: 3 clusters Score -9189431 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49339 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -9189407.000000 Penalty: 5373.261230
	Iteration 21Q: 3 clusters Score -9189407 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49377 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -9189391.000000 Penalty: 5373.261230
	Iteration 22Q: 3 clusters Score -9189391 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49396 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -9189401.000000 Penalty: 5373.261230
	Iteration 23Q: 3 clusters Score -9189401 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49419 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -9189376.000000 Penalty: 5373.261230
	Iteration 24Q: 3 clusters Score -9189376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49433 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -9189371.000000 Penalty: 5373.261230
	Iteration 25Q: 3 clusters Score -9189371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49443 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -9189374.000000 Penalty: 5373.261230
	Iteration 26Q: 3 clusters Score -9189374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49452 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -9189354.000000 Penalty: 5373.261230
	Iteration 27Q: 3 clusters Score -9189354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49452 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -9189359.000000 Penalty: 5373.261230
	Iteration 28Q: 3 clusters Score -9189359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49456 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -9189352.000000 Penalty: 5373.261230
	Iteration 29Q: 3 clusters Score -9189352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49457 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -9189349.000000 Penalty: 5373.261230
	Iteration 30Q: 3 clusters Score -9189349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49459 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -9189351.000000 Penalty: 5373.261230
	Iteration 31Q: 3 clusters Score -9189351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49460 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -9189350.000000 Penalty: 5373.261230
	Iteration 32Q: 3 clusters Score -9189350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49462 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -9189350.000000 Penalty: 5373.261230
	Iteration 33Q: 3 clusters Score -9189350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49467 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -9189342.000000 Penalty: 5373.261230
	Iteration 34Q: 3 clusters Score -9189342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49468 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -9189348.000000 Penalty: 5373.261230
	Iteration 35Q: 3 clusters Score -9189348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49471 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -9189338.000000 Penalty: 5373.261230
	Iteration 36Q: 3 clusters Score -9189338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49478 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -9189329.000000 Penalty: 5373.261230
	Iteration 37Q: 3 clusters Score -9189329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49484 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -9189321.000000 Penalty: 5373.261230
	Iteration 38Q: 3 clusters Score -9189321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49490 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -9189326.000000 Penalty: 5373.261230
	Iteration 39Q: 3 clusters Score -9189326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49496 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -9189317.000000 Penalty: 5373.261230
	Iteration 40F: 3 clusters Score -9189317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49505 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -9189320.000000 Penalty: 5373.261230
	Iteration 41Q: 3 clusters Score -9189320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49518 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -9189303.000000 Penalty: 5373.261230
	Iteration 42Q: 3 clusters Score -9189303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49523 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -9189299.000000 Penalty: 5373.261230
	Iteration 43Q: 3 clusters Score -9189299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49529 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -9189291.000000 Penalty: 5373.261230
	Iteration 44Q: 3 clusters Score -9189291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49531 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -9189292.000000 Penalty: 5373.261230
	Iteration 45Q: 3 clusters Score -9189292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49533 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -9189291.000000 Penalty: 5373.261230
	Iteration 46Q: 3 clusters Score -9189291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49535 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -9189292.000000 Penalty: 5373.261230
	Iteration 47Q: 3 clusters Score -9189292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49539 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -9189283.000000 Penalty: 5373.261230
	Iteration 48Q: 3 clusters Score -9189283 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49542 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -9189295.000000 Penalty: 5373.261230
	Iteration 49Q: 3 clusters Score -9189295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49544 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -9189288.000000 Penalty: 5373.261230
	Iteration 50Q: 3 clusters Score -9189288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49548 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -9189293.000000 Penalty: 5373.261230
	Iteration 51Q: 3 clusters Score -9189293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49556 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -9189289.000000 Penalty: 5373.261230
	Iteration 52Q: 3 clusters Score -9189289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49560 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -9189290.000000 Penalty: 5373.261230
	Iteration 53Q: 3 clusters Score -9189290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49562 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -9189279.000000 Penalty: 5373.261230
	Iteration 54Q: 3 clusters Score -9189279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49563 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -9189281.000000 Penalty: 5373.261230
	Iteration 55Q: 3 clusters Score -9189281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49564 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -9189277.000000 Penalty: 5373.261230
	Iteration 56Q: 3 clusters Score -9189277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49565 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -9189280.000000 Penalty: 5373.261230
	Iteration 57Q: 3 clusters Score -9189280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49564 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -9189280.000000 Penalty: 5373.261230
	Iteration 58Q: 3 clusters Score -9189280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49564 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -9189280.000000 Penalty: 5373.261230
	Iteration 59F: 3 clusters Score -9189280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (50292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50292 members 
Entering Unmasked Estep 
Score: -9279204.000000 Penalty: 2684.749268
	Iteration 0F: 2 clusters Score -9279204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -9250944.000000 Penalty: 5369.498535
	Iteration 0F: 3 clusters Score -9250944 nChanged 23423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -9263596.000000 Penalty: 5369.498535
	Iteration 1F: 3 clusters Score -9263596 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -9264091.000000 Penalty: 5369.498535
	Iteration 2Q: 3 clusters Score -9264091 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -9264516.000000 Penalty: 5369.498535
	Iteration 3Q: 3 clusters Score -9264516 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 23482 members 
Entering Unmasked Estep 
Score: -9264982.000000 Penalty: 5369.498535
	Iteration 4Q: 3 clusters Score -9264982 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -9265459.000000 Penalty: 5369.498535
	Iteration 5Q: 3 clusters Score -9265459 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -9266076.000000 Penalty: 5369.498535
	Iteration 6Q: 3 clusters Score -9266076 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -9266867.000000 Penalty: 5369.498535
	Iteration 7Q: 3 clusters Score -9266867 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -9267988.000000 Penalty: 5369.498535
	Iteration 8Q: 3 clusters Score -9267988 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -9269359.000000 Penalty: 5369.498535
	Iteration 9Q: 3 clusters Score -9269359 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34962 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -9271169.000000 Penalty: 5369.498535
	Iteration 10F: 3 clusters Score -9271169 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36930 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -9272946.000000 Penalty: 5369.498535
	Iteration 11F: 3 clusters Score -9272946 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -9274416.000000 Penalty: 5369.498535
	Iteration 12Q: 3 clusters Score -9274416 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -9275446.000000 Penalty: 5369.498535
	Iteration 13Q: 3 clusters Score -9275446 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -9276108.000000 Penalty: 5369.498535
	Iteration 14Q: 3 clusters Score -9276108 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41920 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -9276566.000000 Penalty: 5369.498535
	Iteration 15Q: 3 clusters Score -9276566 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -9276827.000000 Penalty: 5369.498535
	Iteration 16Q: 3 clusters Score -9276827 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43585 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -9276935.000000 Penalty: 5369.498535
	Iteration 17Q: 3 clusters Score -9276935 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44254 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -9277027.000000 Penalty: 5369.498535
	Iteration 18Q: 3 clusters Score -9277027 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44872 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -9277000.000000 Penalty: 5369.498535
	Iteration 19Q: 3 clusters Score -9277000 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -9276950.000000 Penalty: 5369.498535
	Iteration 20F: 3 clusters Score -9276950 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45884 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -9276976.000000 Penalty: 5369.498535
	Iteration 21Q: 3 clusters Score -9276976 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46268 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -9276978.000000 Penalty: 5369.498535
	Iteration 22Q: 3 clusters Score -9276978 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -9276963.000000 Penalty: 5369.498535
	Iteration 23Q: 3 clusters Score -9276963 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46909 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -9276982.000000 Penalty: 5369.498535
	Iteration 24Q: 3 clusters Score -9276982 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47183 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -9276967.000000 Penalty: 5369.498535
	Iteration 25Q: 3 clusters Score -9276967 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47395 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -9276980.000000 Penalty: 5369.498535
	Iteration 26Q: 3 clusters Score -9276980 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47585 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -9276994.000000 Penalty: 5369.498535
	Iteration 27Q: 3 clusters Score -9276994 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47749 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -9277023.000000 Penalty: 5369.498535
	Iteration 28Q: 3 clusters Score -9277023 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47903 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -9277010.000000 Penalty: 5369.498535
	Iteration 29Q: 3 clusters Score -9277010 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48022 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -9276989.000000 Penalty: 5369.498535
	Iteration 30Q: 3 clusters Score -9276989 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48114 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -9276991.000000 Penalty: 5369.498535
	Iteration 31Q: 3 clusters Score -9276991 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48208 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -9277002.000000 Penalty: 5369.498535
	Iteration 32Q: 3 clusters Score -9277002 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48300 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -9277018.000000 Penalty: 5369.498535
	Iteration 33Q: 3 clusters Score -9277018 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -9277011.000000 Penalty: 5369.498535
	Iteration 34Q: 3 clusters Score -9277011 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48455 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -9277022.000000 Penalty: 5369.498535
	Iteration 35Q: 3 clusters Score -9277022 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48521 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -9277029.000000 Penalty: 5369.498535
	Iteration 36Q: 3 clusters Score -9277029 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48562 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -9277026.000000 Penalty: 5369.498535
	Iteration 37Q: 3 clusters Score -9277026 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48604 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -9277032.000000 Penalty: 5369.498535
	Iteration 38Q: 3 clusters Score -9277032 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48646 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -9277069.000000 Penalty: 5369.498535
	Iteration 39Q: 3 clusters Score -9277069 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48684 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -9277084.000000 Penalty: 5369.498535
	Iteration 40F: 3 clusters Score -9277084 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48722 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -9277108.000000 Penalty: 5369.498535
	Iteration 41Q: 3 clusters Score -9277108 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48754 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -9277131.000000 Penalty: 5369.498535
	Iteration 42Q: 3 clusters Score -9277131 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48785 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -9277126.000000 Penalty: 5369.498535
	Iteration 43Q: 3 clusters Score -9277126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48811 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -9277124.000000 Penalty: 5369.498535
	Iteration 44Q: 3 clusters Score -9277124 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48838 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -9277124.000000 Penalty: 5369.498535
	Iteration 45Q: 3 clusters Score -9277124 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48869 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -9277125.000000 Penalty: 5369.498535
	Iteration 46Q: 3 clusters Score -9277125 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48891 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -9277123.000000 Penalty: 5369.498535
	Iteration 47Q: 3 clusters Score -9277123 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48906 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -9277122.000000 Penalty: 5369.498535
	Iteration 48Q: 3 clusters Score -9277122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -9277116.000000 Penalty: 5369.498535
	Iteration 49Q: 3 clusters Score -9277116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48938 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -9277119.000000 Penalty: 5369.498535
	Iteration 50Q: 3 clusters Score -9277119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48949 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -9277128.000000 Penalty: 5369.498535
	Iteration 51Q: 3 clusters Score -9277128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48962 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -9277123.000000 Penalty: 5369.498535
	Iteration 52Q: 3 clusters Score -9277123 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48983 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -9277111.000000 Penalty: 5369.498535
	Iteration 53Q: 3 clusters Score -9277111 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49001 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -9277116.000000 Penalty: 5369.498535
	Iteration 54Q: 3 clusters Score -9277116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49013 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -9277119.000000 Penalty: 5369.498535
	Iteration 55Q: 3 clusters Score -9277119 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49025 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -9277116.000000 Penalty: 5369.498535
	Iteration 56Q: 3 clusters Score -9277116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49030 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -9277105.000000 Penalty: 5369.498535
	Iteration 57Q: 3 clusters Score -9277105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49035 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -9277112.000000 Penalty: 5369.498535
	Iteration 58Q: 3 clusters Score -9277112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49039 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -9277113.000000 Penalty: 5369.498535
	Iteration 59Q: 3 clusters Score -9277113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49044 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -9277112.000000 Penalty: 5369.498535
	Iteration 60F: 3 clusters Score -9277112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49050 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -9277109.000000 Penalty: 5369.498535
	Iteration 61Q: 3 clusters Score -9277109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49057 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -9277110.000000 Penalty: 5369.498535
	Iteration 62Q: 3 clusters Score -9277110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49062 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -9277108.000000 Penalty: 5369.498535
	Iteration 63Q: 3 clusters Score -9277108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49063 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -9277112.000000 Penalty: 5369.498535
	Iteration 64Q: 3 clusters Score -9277112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49067 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -9277115.000000 Penalty: 5369.498535
	Iteration 65Q: 3 clusters Score -9277115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49073 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -9277117.000000 Penalty: 5369.498535
	Iteration 66Q: 3 clusters Score -9277117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -9277120.000000 Penalty: 5369.498535
	Iteration 67Q: 3 clusters Score -9277120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49080 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -9277117.000000 Penalty: 5369.498535
	Iteration 68Q: 3 clusters Score -9277117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49082 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -9277127.000000 Penalty: 5369.498535
	Iteration 69Q: 3 clusters Score -9277127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49083 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -9277123.000000 Penalty: 5369.498535
	Iteration 70Q: 3 clusters Score -9277123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49088 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -9277125.000000 Penalty: 5369.498535
	Iteration 71Q: 3 clusters Score -9277125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49092 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -9277125.000000 Penalty: 5369.498535
	Iteration 72Q: 3 clusters Score -9277125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49097 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -9277127.000000 Penalty: 5369.498535
	Iteration 73Q: 3 clusters Score -9277127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49101 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -9277128.000000 Penalty: 5369.498535
	Iteration 74Q: 3 clusters Score -9277128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49109 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -9277134.000000 Penalty: 5369.498535
	Iteration 75Q: 3 clusters Score -9277134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49117 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -9277143.000000 Penalty: 5369.498535
	Iteration 76Q: 3 clusters Score -9277143 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49128 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -9277154.000000 Penalty: 5369.498535
	Iteration 77Q: 3 clusters Score -9277154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49135 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -9277157.000000 Penalty: 5369.498535
	Iteration 78Q: 3 clusters Score -9277157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49148 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -9277167.000000 Penalty: 5369.498535
	Iteration 79Q: 3 clusters Score -9277167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49157 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -9277176.000000 Penalty: 5369.498535
	Iteration 80F: 3 clusters Score -9277176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49165 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -9277169.000000 Penalty: 5369.498535
	Iteration 81Q: 3 clusters Score -9277169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49175 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -9277173.000000 Penalty: 5369.498535
	Iteration 82Q: 3 clusters Score -9277173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49184 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -9277163.000000 Penalty: 5369.498535
	Iteration 83Q: 3 clusters Score -9277163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49192 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -9277159.000000 Penalty: 5369.498535
	Iteration 84Q: 3 clusters Score -9277159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49196 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -9277154.000000 Penalty: 5369.498535
	Iteration 85Q: 3 clusters Score -9277154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49201 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -9277154.000000 Penalty: 5369.498535
	Iteration 86Q: 3 clusters Score -9277154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49202 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -9277148.000000 Penalty: 5369.498535
	Iteration 87Q: 3 clusters Score -9277148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49203 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -9277148.000000 Penalty: 5369.498535
	Iteration 88Q: 3 clusters Score -9277148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49203 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -9277150.000000 Penalty: 5369.498535
	Iteration 89Q: 3 clusters Score -9277150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49201 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -9277152.000000 Penalty: 5369.498535
	Iteration 90Q: 3 clusters Score -9277152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49201 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -9277153.000000 Penalty: 5369.498535
	Iteration 91Q: 3 clusters Score -9277153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49200 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -9277160.000000 Penalty: 5369.498535
	Iteration 92Q: 3 clusters Score -9277160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49200 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -9277160.000000 Penalty: 5369.498535
	Iteration 93F: 3 clusters Score -9277160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (55945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55945 members 
Entering Unmasked Estep 
Score: -10357404.000000 Penalty: 2711.166748
	Iteration 0F: 2 clusters Score -1.03574e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -10328858.000000 Penalty: 5422.333496
	Iteration 0F: 3 clusters Score -1.032886e+07 nChanged 26082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -10343367.000000 Penalty: 5422.333496
	Iteration 1F: 3 clusters Score -1.034337e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -10343962.000000 Penalty: 5422.333496
	Iteration 2Q: 3 clusters Score -1.034396e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -10344568.000000 Penalty: 5422.333496
	Iteration 3Q: 3 clusters Score -1.034457e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -10345216.000000 Penalty: 5422.333496
	Iteration 4Q: 3 clusters Score -1.034522e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 30882 members 
Entering Unmasked Estep 
Score: -10346025.000000 Penalty: 5422.333496
	Iteration 5Q: 3 clusters Score -1.034602e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -10346994.000000 Penalty: 5422.333496
	Iteration 6Q: 3 clusters Score -1.034699e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -10348429.000000 Penalty: 5422.333496
	Iteration 7Q: 3 clusters Score -1.034843e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -10350453.000000 Penalty: 5422.333496
	Iteration 8F: 3 clusters Score -1.035045e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -10352613.000000 Penalty: 5422.333496
	Iteration 9F: 3 clusters Score -1.035261e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -10354615.000000 Penalty: 5422.333496
	Iteration 10F: 3 clusters Score -1.035462e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -10356151.000000 Penalty: 5422.333496
	Iteration 11Q: 3 clusters Score -1.035615e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 36318 members 
Entering Unmasked Estep 
Score: -10357088.000000 Penalty: 5422.333496
	Iteration 12Q: 3 clusters Score -1.035709e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -10357577.000000 Penalty: 5422.333496
	Iteration 13Q: 3 clusters Score -1.035758e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 36450 members 
Entering Unmasked Estep 
Score: -10358059.000000 Penalty: 5422.333496
	Iteration 14Q: 3 clusters Score -1.035806e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -10358389.000000 Penalty: 5422.333496
	Iteration 15Q: 3 clusters Score -1.035839e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -10358726.000000 Penalty: 5422.333496
	Iteration 16Q: 3 clusters Score -1.035873e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -10359010.000000 Penalty: 5422.333496
	Iteration 17Q: 3 clusters Score -1.035901e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 36043 members 
Entering Unmasked Estep 
Score: -10359240.000000 Penalty: 5422.333496
	Iteration 18Q: 3 clusters Score -1.035924e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -10359390.000000 Penalty: 5422.333496
	Iteration 19Q: 3 clusters Score -1.035939e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20375 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -10359587.000000 Penalty: 5422.333496
	Iteration 20F: 3 clusters Score -1.035959e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -10359765.000000 Penalty: 5422.333496
	Iteration 21Q: 3 clusters Score -1.035976e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -10359938.000000 Penalty: 5422.333496
	Iteration 22Q: 3 clusters Score -1.035994e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 34602 members 
Entering Unmasked Estep 
Score: -10360049.000000 Penalty: 5422.333496
	Iteration 23Q: 3 clusters Score -1.036005e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -10360131.000000 Penalty: 5422.333496
	Iteration 24Q: 3 clusters Score -1.036013e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22078 members 
Mstep: Class 2 contains 33867 members 
Entering Unmasked Estep 
Score: -10360212.000000 Penalty: 5422.333496
	Iteration 25Q: 3 clusters Score -1.036021e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -10360311.000000 Penalty: 5422.333496
	Iteration 26Q: 3 clusters Score -1.036031e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 32907 members 
Entering Unmasked Estep 
Score: -10360401.000000 Penalty: 5422.333496
	Iteration 27Q: 3 clusters Score -1.03604e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -10360435.000000 Penalty: 5422.333496
	Iteration 28Q: 3 clusters Score -1.036044e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -10360485.000000 Penalty: 5422.333496
	Iteration 29Q: 3 clusters Score -1.036048e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 31319 members 
Entering Unmasked Estep 
Score: -10360542.000000 Penalty: 5422.333496
	Iteration 30Q: 3 clusters Score -1.036054e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -10360531.000000 Penalty: 5422.333496
	Iteration 31Q: 3 clusters Score -1.036053e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25556 members 
Mstep: Class 2 contains 30389 members 
Entering Unmasked Estep 
Score: -10360580.000000 Penalty: 5422.333496
	Iteration 32Q: 3 clusters Score -1.036058e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -10360593.000000 Penalty: 5422.333496
	Iteration 33Q: 3 clusters Score -1.036059e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26513 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -10360634.000000 Penalty: 5422.333496
	Iteration 34Q: 3 clusters Score -1.036063e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 28893 members 
Entering Unmasked Estep 
Score: -10360674.000000 Penalty: 5422.333496
	Iteration 35Q: 3 clusters Score -1.036067e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 28366 members 
Entering Unmasked Estep 
Score: -10360675.000000 Penalty: 5422.333496
	Iteration 36Q: 3 clusters Score -1.036068e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 27825 members 
Entering Unmasked Estep 
Score: -10360665.000000 Penalty: 5422.333496
	Iteration 37Q: 3 clusters Score -1.036066e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28647 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -10360663.000000 Penalty: 5422.333496
	Iteration 38Q: 3 clusters Score -1.036066e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29137 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -10360611.000000 Penalty: 5422.333496
	Iteration 39Q: 3 clusters Score -1.036061e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 26278 members 
Entering Unmasked Estep 
Score: -10360662.000000 Penalty: 5422.333496
	Iteration 40F: 3 clusters Score -1.036066e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -10360667.000000 Penalty: 5422.333496
	Iteration 41Q: 3 clusters Score -1.036067e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30766 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -10360651.000000 Penalty: 5422.333496
	Iteration 42Q: 3 clusters Score -1.036065e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -10360688.000000 Penalty: 5422.333496
	Iteration 43Q: 3 clusters Score -1.036069e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31948 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -10360686.000000 Penalty: 5422.333496
	Iteration 44Q: 3 clusters Score -1.036069e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -10360724.000000 Penalty: 5422.333496
	Iteration 45Q: 3 clusters Score -1.036072e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33191 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -10360682.000000 Penalty: 5422.333496
	Iteration 46Q: 3 clusters Score -1.036068e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -10360657.000000 Penalty: 5422.333496
	Iteration 47Q: 3 clusters Score -1.036066e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -10360740.000000 Penalty: 5422.333496
	Iteration 48Q: 3 clusters Score -1.036074e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -10360742.000000 Penalty: 5422.333496
	Iteration 49Q: 3 clusters Score -1.036074e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -10360737.000000 Penalty: 5422.333496
	Iteration 50Q: 3 clusters Score -1.036074e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -10360758.000000 Penalty: 5422.333496
	Iteration 51Q: 3 clusters Score -1.036076e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -10360758.000000 Penalty: 5422.333496
	Iteration 52Q: 3 clusters Score -1.036076e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -10360764.000000 Penalty: 5422.333496
	Iteration 53Q: 3 clusters Score -1.036076e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -10360803.000000 Penalty: 5422.333496
	Iteration 54Q: 3 clusters Score -1.03608e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -10360812.000000 Penalty: 5422.333496
	Iteration 55Q: 3 clusters Score -1.036081e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -10360796.000000 Penalty: 5422.333496
	Iteration 56Q: 3 clusters Score -1.03608e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -10360796.000000 Penalty: 5422.333496
	Iteration 57Q: 3 clusters Score -1.03608e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -10360808.000000 Penalty: 5422.333496
	Iteration 58Q: 3 clusters Score -1.036081e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -10360824.000000 Penalty: 5422.333496
	Iteration 59Q: 3 clusters Score -1.036082e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38105 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -10360779.000000 Penalty: 5422.333496
	Iteration 60F: 3 clusters Score -1.036078e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -10360791.000000 Penalty: 5422.333496
	Iteration 61Q: 3 clusters Score -1.036079e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -10360787.000000 Penalty: 5422.333496
	Iteration 62Q: 3 clusters Score -1.036079e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -10360806.000000 Penalty: 5422.333496
	Iteration 63Q: 3 clusters Score -1.036081e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -10360817.000000 Penalty: 5422.333496
	Iteration 64Q: 3 clusters Score -1.036082e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -10360831.000000 Penalty: 5422.333496
	Iteration 65Q: 3 clusters Score -1.036083e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -10360820.000000 Penalty: 5422.333496
	Iteration 66Q: 3 clusters Score -1.036082e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -10360831.000000 Penalty: 5422.333496
	Iteration 67Q: 3 clusters Score -1.036083e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38747 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -10360821.000000 Penalty: 5422.333496
	Iteration 68Q: 3 clusters Score -1.036082e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38818 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -10360819.000000 Penalty: 5422.333496
	Iteration 69Q: 3 clusters Score -1.036082e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -10360804.000000 Penalty: 5422.333496
	Iteration 70Q: 3 clusters Score -1.03608e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38947 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -10360789.000000 Penalty: 5422.333496
	Iteration 71Q: 3 clusters Score -1.036079e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -10360776.000000 Penalty: 5422.333496
	Iteration 72Q: 3 clusters Score -1.036078e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -10360806.000000 Penalty: 5422.333496
	Iteration 73Q: 3 clusters Score -1.036081e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39079 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -10360798.000000 Penalty: 5422.333496
	Iteration 74Q: 3 clusters Score -1.03608e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -10360783.000000 Penalty: 5422.333496
	Iteration 75Q: 3 clusters Score -1.036078e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -10360808.000000 Penalty: 5422.333496
	Iteration 76Q: 3 clusters Score -1.036081e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39202 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -10360794.000000 Penalty: 5422.333496
	Iteration 77Q: 3 clusters Score -1.036079e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39246 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -10360788.000000 Penalty: 5422.333496
	Iteration 78Q: 3 clusters Score -1.036079e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -10360786.000000 Penalty: 5422.333496
	Iteration 79Q: 3 clusters Score -1.036079e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -10360777.000000 Penalty: 5422.333496
	Iteration 80F: 3 clusters Score -1.036078e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39368 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -10360796.000000 Penalty: 5422.333496
	Iteration 81Q: 3 clusters Score -1.03608e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 16547 members 
Entering Unmasked Estep 
Score: -10360792.000000 Penalty: 5422.333496
	Iteration 82Q: 3 clusters Score -1.036079e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -10360790.000000 Penalty: 5422.333496
	Iteration 83Q: 3 clusters Score -1.036079e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39433 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -10360796.000000 Penalty: 5422.333496
	Iteration 84Q: 3 clusters Score -1.03608e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39449 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -10360799.000000 Penalty: 5422.333496
	Iteration 85Q: 3 clusters Score -1.03608e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -10360795.000000 Penalty: 5422.333496
	Iteration 86Q: 3 clusters Score -1.03608e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -10360792.000000 Penalty: 5422.333496
	Iteration 87Q: 3 clusters Score -1.036079e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 16439 members 
Entering Unmasked Estep 
Score: -10360817.000000 Penalty: 5422.333496
	Iteration 88Q: 3 clusters Score -1.036082e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -10360803.000000 Penalty: 5422.333496
	Iteration 89Q: 3 clusters Score -1.03608e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39532 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -10360790.000000 Penalty: 5422.333496
	Iteration 90Q: 3 clusters Score -1.036079e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -10360789.000000 Penalty: 5422.333496
	Iteration 91Q: 3 clusters Score -1.036079e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39560 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -10360788.000000 Penalty: 5422.333496
	Iteration 92Q: 3 clusters Score -1.036079e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39570 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -10360787.000000 Penalty: 5422.333496
	Iteration 93Q: 3 clusters Score -1.036079e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39587 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -10360789.000000 Penalty: 5422.333496
	Iteration 94Q: 3 clusters Score -1.036079e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -10360797.000000 Penalty: 5422.333496
	Iteration 95Q: 3 clusters Score -1.03608e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -10360799.000000 Penalty: 5422.333496
	Iteration 96Q: 3 clusters Score -1.03608e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39623 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -10360803.000000 Penalty: 5422.333496
	Iteration 97Q: 3 clusters Score -1.03608e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39642 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -10360790.000000 Penalty: 5422.333496
	Iteration 98Q: 3 clusters Score -1.036079e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -10360794.000000 Penalty: 5422.333496
	Iteration 99Q: 3 clusters Score -1.036079e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -10360791.000000 Penalty: 5422.333496
	Iteration 100F: 3 clusters Score -1.036079e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -10360786.000000 Penalty: 5422.333496
	Iteration 101Q: 3 clusters Score -1.036079e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -10360777.000000 Penalty: 5422.333496
	Iteration 102Q: 3 clusters Score -1.036078e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39774 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -10360792.000000 Penalty: 5422.333496
	Iteration 103Q: 3 clusters Score -1.036079e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -10360796.000000 Penalty: 5422.333496
	Iteration 104Q: 3 clusters Score -1.03608e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39836 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -10360794.000000 Penalty: 5422.333496
	Iteration 105Q: 3 clusters Score -1.036079e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -10360788.000000 Penalty: 5422.333496
	Iteration 106Q: 3 clusters Score -1.036079e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39881 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -10360792.000000 Penalty: 5422.333496
	Iteration 107Q: 3 clusters Score -1.036079e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -10360793.000000 Penalty: 5422.333496
	Iteration 108Q: 3 clusters Score -1.036079e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -10360793.000000 Penalty: 5422.333496
	Iteration 109Q: 3 clusters Score -1.036079e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -10360773.000000 Penalty: 5422.333496
	Iteration 110Q: 3 clusters Score -1.036077e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -10360773.000000 Penalty: 5422.333496
	Iteration 111Q: 3 clusters Score -1.036077e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40035 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -10360767.000000 Penalty: 5422.333496
	Iteration 112Q: 3 clusters Score -1.036077e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -10360769.000000 Penalty: 5422.333496
	Iteration 113Q: 3 clusters Score -1.036077e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -10360761.000000 Penalty: 5422.333496
	Iteration 114Q: 3 clusters Score -1.036076e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -10360782.000000 Penalty: 5422.333496
	Iteration 115Q: 3 clusters Score -1.036078e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -10360783.000000 Penalty: 5422.333496
	Iteration 116Q: 3 clusters Score -1.036078e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -10360779.000000 Penalty: 5422.333496
	Iteration 117Q: 3 clusters Score -1.036078e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -10360802.000000 Penalty: 5422.333496
	Iteration 118Q: 3 clusters Score -1.03608e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -10360780.000000 Penalty: 5422.333496
	Iteration 119Q: 3 clusters Score -1.036078e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -10360757.000000 Penalty: 5422.333496
	Iteration 120F: 3 clusters Score -1.036076e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -10360741.000000 Penalty: 5422.333496
	Iteration 121Q: 3 clusters Score -1.036074e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40498 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -10360737.000000 Penalty: 5422.333496
	Iteration 122Q: 3 clusters Score -1.036074e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -10360757.000000 Penalty: 5422.333496
	Iteration 123Q: 3 clusters Score -1.036076e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40592 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -10360763.000000 Penalty: 5422.333496
	Iteration 124Q: 3 clusters Score -1.036076e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40624 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -10360757.000000 Penalty: 5422.333496
	Iteration 125Q: 3 clusters Score -1.036076e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -10360746.000000 Penalty: 5422.333496
	Iteration 126Q: 3 clusters Score -1.036075e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40680 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -10360742.000000 Penalty: 5422.333496
	Iteration 127Q: 3 clusters Score -1.036074e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -10360749.000000 Penalty: 5422.333496
	Iteration 128Q: 3 clusters Score -1.036075e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -10360754.000000 Penalty: 5422.333496
	Iteration 129Q: 3 clusters Score -1.036075e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -10360740.000000 Penalty: 5422.333496
	Iteration 130Q: 3 clusters Score -1.036074e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40738 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -10360734.000000 Penalty: 5422.333496
	Iteration 131Q: 3 clusters Score -1.036073e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -10360733.000000 Penalty: 5422.333496
	Iteration 132Q: 3 clusters Score -1.036073e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40758 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -10360733.000000 Penalty: 5422.333496
	Iteration 133Q: 3 clusters Score -1.036073e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40774 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -10360743.000000 Penalty: 5422.333496
	Iteration 134Q: 3 clusters Score -1.036074e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -10360738.000000 Penalty: 5422.333496
	Iteration 135Q: 3 clusters Score -1.036074e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40820 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -10360740.000000 Penalty: 5422.333496
	Iteration 136Q: 3 clusters Score -1.036074e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40835 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -10360736.000000 Penalty: 5422.333496
	Iteration 137Q: 3 clusters Score -1.036074e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -10360738.000000 Penalty: 5422.333496
	Iteration 138Q: 3 clusters Score -1.036074e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40867 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -10360749.000000 Penalty: 5422.333496
	Iteration 139Q: 3 clusters Score -1.036075e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40887 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -10360755.000000 Penalty: 5422.333496
	Iteration 140F: 3 clusters Score -1.036076e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -10360753.000000 Penalty: 5422.333496
	Iteration 141Q: 3 clusters Score -1.036075e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40931 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -10360775.000000 Penalty: 5422.333496
	Iteration 142Q: 3 clusters Score -1.036078e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -10360769.000000 Penalty: 5422.333496
	Iteration 143Q: 3 clusters Score -1.036077e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -10360764.000000 Penalty: 5422.333496
	Iteration 144Q: 3 clusters Score -1.036076e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40974 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -10360762.000000 Penalty: 5422.333496
	Iteration 145Q: 3 clusters Score -1.036076e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -10360770.000000 Penalty: 5422.333496
	Iteration 146Q: 3 clusters Score -1.036077e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41007 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -10360765.000000 Penalty: 5422.333496
	Iteration 147Q: 3 clusters Score -1.036076e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -10360773.000000 Penalty: 5422.333496
	Iteration 148Q: 3 clusters Score -1.036077e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -10360775.000000 Penalty: 5422.333496
	Iteration 149Q: 3 clusters Score -1.036078e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 14885 members 
Entering Unmasked Estep 
Score: -10360757.000000 Penalty: 5422.333496
	Iteration 150Q: 3 clusters Score -1.036076e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41076 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -10360768.000000 Penalty: 5422.333496
	Iteration 151Q: 3 clusters Score -1.036077e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -10360770.000000 Penalty: 5422.333496
	Iteration 152Q: 3 clusters Score -1.036077e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -10360769.000000 Penalty: 5422.333496
	Iteration 153Q: 3 clusters Score -1.036077e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -10360757.000000 Penalty: 5422.333496
	Iteration 154Q: 3 clusters Score -1.036076e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41104 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -10360751.000000 Penalty: 5422.333496
	Iteration 155Q: 3 clusters Score -1.036075e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -10360759.000000 Penalty: 5422.333496
	Iteration 156Q: 3 clusters Score -1.036076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -10360751.000000 Penalty: 5422.333496
	Iteration 157Q: 3 clusters Score -1.036075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -10360756.000000 Penalty: 5422.333496
	Iteration 158Q: 3 clusters Score -1.036076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -10360756.000000 Penalty: 5422.333496
	Iteration 159Q: 3 clusters Score -1.036076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41122 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -10360749.000000 Penalty: 5422.333496
	Iteration 160F: 3 clusters Score -1.036075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -10360766.000000 Penalty: 5422.333496
	Iteration 161Q: 3 clusters Score -1.036077e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -10360765.000000 Penalty: 5422.333496
	Iteration 162Q: 3 clusters Score -1.036076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41135 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -10360774.000000 Penalty: 5422.333496
	Iteration 163Q: 3 clusters Score -1.036077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -10360780.000000 Penalty: 5422.333496
	Iteration 164Q: 3 clusters Score -1.036078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -10360781.000000 Penalty: 5422.333496
	Iteration 165Q: 3 clusters Score -1.036078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -10360780.000000 Penalty: 5422.333496
	Iteration 166Q: 3 clusters Score -1.036078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41139 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -10360780.000000 Penalty: 5422.333496
	Iteration 167F: 3 clusters Score -1.036078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2418 members 
Mstep: Class 4 contains 47958 members 
Mstep: Class 5 contains 47219 members 
Mstep: Class 6 contains 49576 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 47870 members 
Mstep: Class 9 contains 1302 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 695 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 46954 members 
Mstep: Class 15 contains 48128 members 
Mstep: Class 16 contains 26603 members 
Mstep: Class 17 contains 45433 members 
Mstep: Class 18 contains 1354 members 
Mstep: Class 19 contains 50675 members 
Mstep: Class 20 contains 14806 members 
Mstep: Class 22 contains 50292 members 
Mstep: Class 23 contains 41139 members 
Mstep: Class 24 contains 45966 members 
Entering Unmasked Estep 
Score: -111192160.000000 Penalty: 76057.484375
Splitting cluster 23 changes total score from -111189544.000000 to -111192160.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 24 (45966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45966 members 
Entering Unmasked Estep 
Score: -8432704.000000 Penalty: 2662.443115
	Iteration 0F: 2 clusters Score -8432704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22898 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -8403828.000000 Penalty: 5324.886230
	Iteration 0F: 3 clusters Score -8403828 nChanged 21205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -8415479.000000 Penalty: 5324.886230
	Iteration 1F: 3 clusters Score -8415479 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -8415911.000000 Penalty: 5324.886230
	Iteration 2Q: 3 clusters Score -8415911 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -8416363.000000 Penalty: 5324.886230
	Iteration 3Q: 3 clusters Score -8416363 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 26090 members 
Entering Unmasked Estep 
Score: -8416852.000000 Penalty: 5324.886230
	Iteration 4Q: 3 clusters Score -8416852 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -8417531.000000 Penalty: 5324.886230
	Iteration 5Q: 3 clusters Score -8417531 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -8418696.000000 Penalty: 5324.886230
	Iteration 6Q: 3 clusters Score -8418696 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -8420517.000000 Penalty: 5324.886230
	Iteration 7F: 3 clusters Score -8420517 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -8423307.000000 Penalty: 5324.886230
	Iteration 8F: 3 clusters Score -8423307 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 39164 members 
Entering Unmasked Estep 
Score: -8426589.000000 Penalty: 5324.886230
	Iteration 9F: 3 clusters Score -8426589 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 42134 members 
Entering Unmasked Estep 
Score: -8429025.000000 Penalty: 5324.886230
	Iteration 10F: 3 clusters Score -8429025 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 43927 members 
Entering Unmasked Estep 
Score: -8430107.000000 Penalty: 5324.886230
	Iteration 11Q: 3 clusters Score -8430107 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 44768 members 
Entering Unmasked Estep 
Score: -8430488.000000 Penalty: 5324.886230
	Iteration 12Q: 3 clusters Score -8430488 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 45105 members 
Entering Unmasked Estep 
Score: -8430649.000000 Penalty: 5324.886230
	Iteration 13Q: 3 clusters Score -8430649 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 45234 members 
Entering Unmasked Estep 
Score: -8430762.000000 Penalty: 5324.886230
	Iteration 14Q: 3 clusters Score -8430762 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 45283 members 
Entering Unmasked Estep 
Score: -8430794.000000 Penalty: 5324.886230
	Iteration 15Q: 3 clusters Score -8430794 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 45316 members 
Entering Unmasked Estep 
Score: -8430837.000000 Penalty: 5324.886230
	Iteration 16Q: 3 clusters Score -8430837 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 45343 members 
Entering Unmasked Estep 
Score: -8430859.000000 Penalty: 5324.886230
	Iteration 17Q: 3 clusters Score -8430859 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
Score: -8430852.000000 Penalty: 5324.886230
	Iteration 18Q: 3 clusters Score -8430852 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 45366 members 
Entering Unmasked Estep 
Score: -8430863.000000 Penalty: 5324.886230
	Iteration 19Q: 3 clusters Score -8430863 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -8430860.000000 Penalty: 5324.886230
	Iteration 20F: 3 clusters Score -8430860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 45376 members 
Entering Unmasked Estep 
Score: -8430871.000000 Penalty: 5324.886230
	Iteration 21Q: 3 clusters Score -8430871 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 45378 members 
Entering Unmasked Estep 
Score: -8430877.000000 Penalty: 5324.886230
	Iteration 22Q: 3 clusters Score -8430877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 45383 members 
Entering Unmasked Estep 
Score: -8430874.000000 Penalty: 5324.886230
	Iteration 23Q: 3 clusters Score -8430874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -8430871.000000 Penalty: 5324.886230
	Iteration 24Q: 3 clusters Score -8430871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 45391 members 
Entering Unmasked Estep 
Score: -8430868.000000 Penalty: 5324.886230
	Iteration 25Q: 3 clusters Score -8430868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 45395 members 
Entering Unmasked Estep 
Score: -8430867.000000 Penalty: 5324.886230
	Iteration 26Q: 3 clusters Score -8430867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 45402 members 
Entering Unmasked Estep 
Score: -8430878.000000 Penalty: 5324.886230
	Iteration 27Q: 3 clusters Score -8430878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 45408 members 
Entering Unmasked Estep 
Score: -8430880.000000 Penalty: 5324.886230
	Iteration 28Q: 3 clusters Score -8430880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 45414 members 
Entering Unmasked Estep 
Score: -8430882.000000 Penalty: 5324.886230
	Iteration 29Q: 3 clusters Score -8430882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 45415 members 
Entering Unmasked Estep 
Score: -8430883.000000 Penalty: 5324.886230
	Iteration 30Q: 3 clusters Score -8430883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 45415 members 
Entering Unmasked Estep 
Score: -8430883.000000 Penalty: 5324.886230
	Iteration 31F: 3 clusters Score -8430883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2418 members 
Mstep: Class 4 contains 47958 members 
Mstep: Class 5 contains 47219 members 
Mstep: Class 6 contains 49576 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 47870 members 
Mstep: Class 9 contains 1302 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 695 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 46954 members 
Mstep: Class 15 contains 48128 members 
Mstep: Class 16 contains 26603 members 
Mstep: Class 17 contains 45433 members 
Mstep: Class 18 contains 1354 members 
Mstep: Class 19 contains 50675 members 
Mstep: Class 22 contains 50292 members 
Mstep: Class 23 contains 41139 members 
Mstep: Class 24 contains 45966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111194760.000000 Penalty: 76057.484375
Iteration 159Q: 24 clusters Score -1.111948e+08 nChanged 8909
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 46231 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2415 members 
Mstep: Class 4 contains 48301 members 
Mstep: Class 5 contains 47191 members 
Mstep: Class 6 contains 49469 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 47637 members 
Mstep: Class 9 contains 1301 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 695 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 46282 members 
Mstep: Class 15 contains 48374 members 
Mstep: Class 16 contains 26571 members 
Mstep: Class 17 contains 45083 members 
Mstep: Class 18 contains 1359 members 
Mstep: Class 19 contains 50304 members 
Mstep: Class 20 contains 14384 members 
Mstep: Class 22 contains 50112 members 
Mstep: Class 23 contains 43384 members 
Mstep: Class 24 contains 45829 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 160F: 24 clusters Score -1.111974e+08 nChanged 8308
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2413 members 
Mstep: Class 4 contains 48273 members 
Mstep: Class 5 contains 47148 members 
Mstep: Class 6 contains 49029 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 47183 members 
Mstep: Class 9 contains 1300 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 695 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 45701 members 
Mstep: Class 15 contains 48050 members 
Mstep: Class 16 contains 26501 members 
Mstep: Class 17 contains 44467 members 
Mstep: Class 18 contains 1363 members 
Mstep: Class 19 contains 49917 members 
Mstep: Class 20 contains 16861 members 
Mstep: Class 22 contains 49483 members 
Mstep: Class 23 contains 45395 members 
Mstep: Class 24 contains 45482 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 161Q: 24 clusters Score -1.111994e+08 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2413 members 
Mstep: Class 4 contains 48065 members 
Mstep: Class 5 contains 47094 members 
Mstep: Class 6 contains 48565 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 46815 members 
Mstep: Class 9 contains 1298 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 695 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 45234 members 
Mstep: Class 15 contains 48094 members 
Mstep: Class 16 contains 26380 members 
Mstep: Class 17 contains 44086 members 
Mstep: Class 18 contains 1366 members 
Mstep: Class 19 contains 49615 members 
Mstep: Class 20 contains 18755 members 
Mstep: Class 22 contains 49019 members 
Mstep: Class 23 contains 47035 members 
Mstep: Class 24 contains 45212 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 162Q: 24 clusters Score -1.112007e+08 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44802 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2409 members 
Mstep: Class 4 contains 47790 members 
Mstep: Class 5 contains 47068 members 
Mstep: Class 6 contains 48149 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 46462 members 
Mstep: Class 9 contains 1297 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 695 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 44916 members 
Mstep: Class 15 contains 48099 members 
Mstep: Class 16 contains 26279 members 
Mstep: Class 17 contains 43826 members 
Mstep: Class 18 contains 1375 members 
Mstep: Class 19 contains 49336 members 
Mstep: Class 20 contains 20517 members 
Mstep: Class 22 contains 48686 members 
Mstep: Class 23 contains 48209 members 
Mstep: Class 24 contains 45006 members 
Entering Unmasked Estep 
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Iteration 163Q: 24 clusters Score -1.112016e+08 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2403 members 
Mstep: Class 4 contains 47491 members 
Mstep: Class 5 contains 47034 members 
Mstep: Class 6 contains 47757 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 46102 members 
Mstep: Class 9 contains 1297 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 695 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 44825 members 
Mstep: Class 15 contains 48159 members 
Mstep: Class 16 contains 26187 members 
Mstep: Class 17 contains 43590 members 
Mstep: Class 18 contains 1382 members 
Mstep: Class 19 contains 49057 members 
Mstep: Class 20 contains 22218 members 
Mstep: Class 22 contains 48405 members 
Mstep: Class 23 contains 48945 members 
Mstep: Class 24 contains 44825 members 
Entering Unmasked Estep 
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Iteration 164Q: 24 clusters Score -1.112023e+08 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44391 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2397 members 
Mstep: Class 4 contains 47188 members 
Mstep: Class 5 contains 46987 members 
Mstep: Class 6 contains 47373 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 45806 members 
Mstep: Class 9 contains 1297 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 695 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 44704 members 
Mstep: Class 15 contains 48180 members 
Mstep: Class 16 contains 26096 members 
Mstep: Class 17 contains 43455 members 
Mstep: Class 18 contains 1386 members 
Mstep: Class 19 contains 48793 members 
Mstep: Class 20 contains 23882 members 
Mstep: Class 22 contains 48171 members 
Mstep: Class 23 contains 49455 members 
Mstep: Class 24 contains 44664 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 165Q: 24 clusters Score -1.112034e+08 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44253 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2394 members 
Mstep: Class 4 contains 46920 members 
Mstep: Class 5 contains 46948 members 
Mstep: Class 6 contains 46985 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 45511 members 
Mstep: Class 9 contains 1296 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 695 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 44626 members 
Mstep: Class 15 contains 47978 members 
Mstep: Class 16 contains 25995 members 
Mstep: Class 17 contains 43323 members 
Mstep: Class 18 contains 1394 members 
Mstep: Class 19 contains 48571 members 
Mstep: Class 20 contains 25731 members 
Mstep: Class 22 contains 47932 members 
Mstep: Class 23 contains 49875 members 
Mstep: Class 24 contains 44493 members 
Entering Unmasked Estep 
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Iteration 166Q: 24 clusters Score -1.112044e+08 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2390 members 
Mstep: Class 4 contains 46654 members 
Mstep: Class 5 contains 46864 members 
Mstep: Class 6 contains 46667 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 45214 members 
Mstep: Class 9 contains 1296 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 44574 members 
Mstep: Class 15 contains 47714 members 
Mstep: Class 16 contains 25907 members 
Mstep: Class 17 contains 43188 members 
Mstep: Class 18 contains 1402 members 
Mstep: Class 19 contains 48345 members 
Mstep: Class 20 contains 27668 members 
Mstep: Class 22 contains 47736 members 
Mstep: Class 23 contains 50273 members 
Mstep: Class 24 contains 44310 members 
Entering Unmasked Estep 
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Iteration 167Q: 24 clusters Score -1.112051e+08 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2384 members 
Mstep: Class 4 contains 46360 members 
Mstep: Class 5 contains 46742 members 
Mstep: Class 6 contains 46416 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 44893 members 
Mstep: Class 9 contains 1297 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 44515 members 
Mstep: Class 15 contains 47394 members 
Mstep: Class 16 contains 25818 members 
Mstep: Class 17 contains 42987 members 
Mstep: Class 18 contains 1405 members 
Mstep: Class 19 contains 48178 members 
Mstep: Class 20 contains 29674 members 
Mstep: Class 22 contains 47586 members 
Mstep: Class 23 contains 50633 members 
Mstep: Class 24 contains 44135 members 
Entering Unmasked Estep 
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Iteration 168Q: 24 clusters Score -1.112065e+08 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2381 members 
Mstep: Class 4 contains 46070 members 
Mstep: Class 5 contains 46633 members 
Mstep: Class 6 contains 46143 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 44538 members 
Mstep: Class 9 contains 1297 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 44388 members 
Mstep: Class 15 contains 47065 members 
Mstep: Class 16 contains 25744 members 
Mstep: Class 17 contains 42789 members 
Mstep: Class 18 contains 1410 members 
Mstep: Class 19 contains 47987 members 
Mstep: Class 20 contains 31831 members 
Mstep: Class 22 contains 47398 members 
Mstep: Class 23 contains 50999 members 
Mstep: Class 24 contains 43981 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 169Q: 24 clusters Score -1.112076e+08 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43407 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2379 members 
Mstep: Class 4 contains 45808 members 
Mstep: Class 5 contains 46546 members 
Mstep: Class 6 contains 45909 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 44214 members 
Mstep: Class 9 contains 1296 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 44284 members 
Mstep: Class 15 contains 46753 members 
Mstep: Class 16 contains 25687 members 
Mstep: Class 17 contains 42515 members 
Mstep: Class 18 contains 1408 members 
Mstep: Class 19 contains 47749 members 
Mstep: Class 20 contains 33925 members 
Mstep: Class 22 contains 47237 members 
Mstep: Class 23 contains 51291 members 
Mstep: Class 24 contains 43819 members 
Entering Unmasked Estep 
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Iteration 170Q: 24 clusters Score -1.112084e+08 nChanged 5606
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43180 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2377 members 
Mstep: Class 4 contains 45552 members 
Mstep: Class 5 contains 46427 members 
Mstep: Class 6 contains 45746 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43947 members 
Mstep: Class 9 contains 1296 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 44170 members 
Mstep: Class 15 contains 46590 members 
Mstep: Class 16 contains 25627 members 
Mstep: Class 17 contains 42218 members 
Mstep: Class 18 contains 1404 members 
Mstep: Class 19 contains 47506 members 
Mstep: Class 20 contains 35835 members 
Mstep: Class 22 contains 47106 members 
Mstep: Class 23 contains 51547 members 
Mstep: Class 24 contains 43699 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 171Q: 24 clusters Score -1.112091e+08 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42973 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2376 members 
Mstep: Class 4 contains 45279 members 
Mstep: Class 5 contains 46241 members 
Mstep: Class 6 contains 45625 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43758 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 44018 members 
Mstep: Class 15 contains 46663 members 
Mstep: Class 16 contains 25584 members 
Mstep: Class 17 contains 41927 members 
Mstep: Class 18 contains 1412 members 
Mstep: Class 19 contains 47260 members 
Mstep: Class 20 contains 37503 members 
Mstep: Class 22 contains 47041 members 
Mstep: Class 23 contains 51670 members 
Mstep: Class 24 contains 43602 members 
Entering Unmasked Estep 
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Iteration 172Q: 24 clusters Score -1.112102e+08 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2373 members 
Mstep: Class 4 contains 44997 members 
Mstep: Class 5 contains 46106 members 
Mstep: Class 6 contains 45514 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43611 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 593 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43837 members 
Mstep: Class 15 contains 46867 members 
Mstep: Class 16 contains 25543 members 
Mstep: Class 17 contains 41684 members 
Mstep: Class 18 contains 1416 members 
Mstep: Class 19 contains 47053 members 
Mstep: Class 20 contains 39041 members 
Mstep: Class 22 contains 46961 members 
Mstep: Class 23 contains 51620 members 
Mstep: Class 24 contains 43528 members 
Entering Unmasked Estep 
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Iteration 173Q: 24 clusters Score -1.112108e+08 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42626 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 44730 members 
Mstep: Class 5 contains 45973 members 
Mstep: Class 6 contains 45433 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43468 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43676 members 
Mstep: Class 15 contains 47168 members 
Mstep: Class 16 contains 25494 members 
Mstep: Class 17 contains 41441 members 
Mstep: Class 18 contains 1423 members 
Mstep: Class 19 contains 46851 members 
Mstep: Class 20 contains 40660 members 
Mstep: Class 22 contains 46862 members 
Mstep: Class 23 contains 51272 members 
Mstep: Class 24 contains 43485 members 
Entering Unmasked Estep 
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Iteration 174Q: 24 clusters Score -1.112121e+08 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42513 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2367 members 
Mstep: Class 4 contains 44476 members 
Mstep: Class 5 contains 45825 members 
Mstep: Class 6 contains 45334 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43343 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 594 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43543 members 
Mstep: Class 15 contains 47438 members 
Mstep: Class 16 contains 25477 members 
Mstep: Class 17 contains 41222 members 
Mstep: Class 18 contains 1429 members 
Mstep: Class 19 contains 46682 members 
Mstep: Class 20 contains 42260 members 
Mstep: Class 22 contains 46769 members 
Mstep: Class 23 contains 50810 members 
Mstep: Class 24 contains 43444 members 
Entering Unmasked Estep 
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Iteration 175Q: 24 clusters Score -1.112128e+08 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42398 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2366 members 
Mstep: Class 4 contains 44247 members 
Mstep: Class 5 contains 45677 members 
Mstep: Class 6 contains 45237 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43269 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43385 members 
Mstep: Class 15 contains 47523 members 
Mstep: Class 16 contains 25442 members 
Mstep: Class 17 contains 40948 members 
Mstep: Class 18 contains 1431 members 
Mstep: Class 19 contains 46637 members 
Mstep: Class 20 contains 43558 members 
Mstep: Class 22 contains 46705 members 
Mstep: Class 23 contains 50697 members 
Mstep: Class 24 contains 43411 members 
Entering Unmasked Estep 
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Iteration 176Q: 24 clusters Score -1.112131e+08 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2367 members 
Mstep: Class 4 contains 44041 members 
Mstep: Class 5 contains 45535 members 
Mstep: Class 6 contains 45142 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43246 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43207 members 
Mstep: Class 15 contains 47625 members 
Mstep: Class 16 contains 25422 members 
Mstep: Class 17 contains 40739 members 
Mstep: Class 18 contains 1435 members 
Mstep: Class 19 contains 46586 members 
Mstep: Class 20 contains 44329 members 
Mstep: Class 22 contains 46721 members 
Mstep: Class 23 contains 50818 members 
Mstep: Class 24 contains 43390 members 
Entering Unmasked Estep 
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Iteration 177Q: 24 clusters Score -1.112132e+08 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42336 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2367 members 
Mstep: Class 4 contains 43876 members 
Mstep: Class 5 contains 45393 members 
Mstep: Class 6 contains 45081 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43236 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43032 members 
Mstep: Class 15 contains 47870 members 
Mstep: Class 16 contains 25396 members 
Mstep: Class 17 contains 40630 members 
Mstep: Class 18 contains 1442 members 
Mstep: Class 19 contains 46529 members 
Mstep: Class 20 contains 44768 members 
Mstep: Class 22 contains 46734 members 
Mstep: Class 23 contains 50806 members 
Mstep: Class 24 contains 43435 members 
Entering Unmasked Estep 
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Iteration 178Q: 24 clusters Score -1.112132e+08 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2367 members 
Mstep: Class 4 contains 43716 members 
Mstep: Class 5 contains 45240 members 
Mstep: Class 6 contains 45051 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43236 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 42880 members 
Mstep: Class 15 contains 48080 members 
Mstep: Class 16 contains 25387 members 
Mstep: Class 17 contains 40568 members 
Mstep: Class 18 contains 1449 members 
Mstep: Class 19 contains 46509 members 
Mstep: Class 20 contains 45020 members 
Mstep: Class 22 contains 46802 members 
Mstep: Class 23 contains 50758 members 
Mstep: Class 24 contains 43461 members 
Entering Unmasked Estep 
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Iteration 179Q: 24 clusters Score -1.11213e+08 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42564 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2367 members 
Mstep: Class 4 contains 43622 members 
Mstep: Class 5 contains 45134 members 
Mstep: Class 6 contains 45011 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43242 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 42697 members 
Mstep: Class 15 contains 48207 members 
Mstep: Class 16 contains 25388 members 
Mstep: Class 17 contains 40532 members 
Mstep: Class 18 contains 1455 members 
Mstep: Class 19 contains 46534 members 
Mstep: Class 20 contains 45148 members 
Mstep: Class 22 contains 46838 members 
Mstep: Class 23 contains 50687 members 
Mstep: Class 24 contains 43505 members 
Entering Unmasked Estep 
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Iteration 180F: 24 clusters Score -1.112134e+08 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2367 members 
Mstep: Class 4 contains 43440 members 
Mstep: Class 5 contains 45040 members 
Mstep: Class 6 contains 44949 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43207 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 42560 members 
Mstep: Class 15 contains 47076 members 
Mstep: Class 16 contains 25394 members 
Mstep: Class 17 contains 40480 members 
Mstep: Class 18 contains 1463 members 
Mstep: Class 19 contains 46550 members 
Mstep: Class 20 contains 46809 members 
Mstep: Class 22 contains 46817 members 
Mstep: Class 23 contains 50617 members 
Mstep: Class 24 contains 43522 members 
Entering Unmasked Estep 
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Iteration 181Q: 24 clusters Score -1.112136e+08 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2368 members 
Mstep: Class 4 contains 43264 members 
Mstep: Class 5 contains 44937 members 
Mstep: Class 6 contains 44886 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43146 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 42434 members 
Mstep: Class 15 contains 46146 members 
Mstep: Class 16 contains 25397 members 
Mstep: Class 17 contains 40408 members 
Mstep: Class 18 contains 1472 members 
Mstep: Class 19 contains 46602 members 
Mstep: Class 20 contains 48090 members 
Mstep: Class 22 contains 46837 members 
Mstep: Class 23 contains 50619 members 
Mstep: Class 24 contains 43567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111213240.000000 Penalty: 76057.484375
Iteration 182Q: 24 clusters Score -1.112132e+08 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42830 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2368 members 
Mstep: Class 4 contains 43035 members 
Mstep: Class 5 contains 44864 members 
Mstep: Class 6 contains 44843 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43114 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 42306 members 
Mstep: Class 15 contains 45427 members 
Mstep: Class 16 contains 25396 members 
Mstep: Class 17 contains 40335 members 
Mstep: Class 18 contains 1486 members 
Mstep: Class 19 contains 46636 members 
Mstep: Class 20 contains 49066 members 
Mstep: Class 22 contains 46872 members 
Mstep: Class 23 contains 50712 members 
Mstep: Class 24 contains 43641 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 183Q: 24 clusters Score -1.112134e+08 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42881 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2366 members 
Mstep: Class 4 contains 42825 members 
Mstep: Class 5 contains 44839 members 
Mstep: Class 6 contains 44790 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43108 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 42149 members 
Mstep: Class 15 contains 44878 members 
Mstep: Class 16 contains 25405 members 
Mstep: Class 17 contains 40286 members 
Mstep: Class 18 contains 1498 members 
Mstep: Class 19 contains 46657 members 
Mstep: Class 20 contains 49754 members 
Mstep: Class 22 contains 46946 members 
Mstep: Class 23 contains 50857 members 
Mstep: Class 24 contains 43692 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 184Q: 24 clusters Score -1.112138e+08 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2365 members 
Mstep: Class 4 contains 42601 members 
Mstep: Class 5 contains 44811 members 
Mstep: Class 6 contains 44811 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43124 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 41971 members 
Mstep: Class 15 contains 44539 members 
Mstep: Class 16 contains 25419 members 
Mstep: Class 17 contains 40272 members 
Mstep: Class 18 contains 1507 members 
Mstep: Class 19 contains 46700 members 
Mstep: Class 20 contains 50220 members 
Mstep: Class 22 contains 47024 members 
Mstep: Class 23 contains 50937 members 
Mstep: Class 24 contains 43695 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 185Q: 24 clusters Score -1.112138e+08 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43060 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2365 members 
Mstep: Class 4 contains 42439 members 
Mstep: Class 5 contains 44788 members 
Mstep: Class 6 contains 44880 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43106 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 41813 members 
Mstep: Class 15 contains 44393 members 
Mstep: Class 16 contains 25426 members 
Mstep: Class 17 contains 40267 members 
Mstep: Class 18 contains 1521 members 
Mstep: Class 19 contains 46708 members 
Mstep: Class 20 contains 50467 members 
Mstep: Class 22 contains 47109 members 
Mstep: Class 23 contains 50902 members 
Mstep: Class 24 contains 43687 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 186Q: 24 clusters Score -1.112135e+08 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2365 members 
Mstep: Class 4 contains 42255 members 
Mstep: Class 5 contains 44772 members 
Mstep: Class 6 contains 44944 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43105 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 41676 members 
Mstep: Class 15 contains 44419 members 
Mstep: Class 16 contains 25439 members 
Mstep: Class 17 contains 40297 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 46717 members 
Mstep: Class 20 contains 50504 members 
Mstep: Class 22 contains 47233 members 
Mstep: Class 23 contains 50824 members 
Mstep: Class 24 contains 43667 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 187Q: 24 clusters Score -1.112129e+08 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43293 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2366 members 
Mstep: Class 4 contains 42100 members 
Mstep: Class 5 contains 44751 members 
Mstep: Class 6 contains 44980 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43112 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 41554 members 
Mstep: Class 15 contains 44486 members 
Mstep: Class 16 contains 25442 members 
Mstep: Class 17 contains 40323 members 
Mstep: Class 18 contains 1529 members 
Mstep: Class 19 contains 46715 members 
Mstep: Class 20 contains 50551 members 
Mstep: Class 22 contains 47363 members 
Mstep: Class 23 contains 50700 members 
Mstep: Class 24 contains 43666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111213384.000000 Penalty: 76057.484375
Iteration 188Q: 24 clusters Score -1.112134e+08 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43396 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2367 members 
Mstep: Class 4 contains 41994 members 
Mstep: Class 5 contains 44714 members 
Mstep: Class 6 contains 45058 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43127 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 41440 members 
Mstep: Class 15 contains 44537 members 
Mstep: Class 16 contains 25452 members 
Mstep: Class 17 contains 40326 members 
Mstep: Class 18 contains 1534 members 
Mstep: Class 19 contains 46680 members 
Mstep: Class 20 contains 50587 members 
Mstep: Class 22 contains 47508 members 
Mstep: Class 23 contains 50579 members 
Mstep: Class 24 contains 43632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111213368.000000 Penalty: 76057.484375
Iteration 189Q: 24 clusters Score -1.112134e+08 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2368 members 
Mstep: Class 4 contains 41943 members 
Mstep: Class 5 contains 44717 members 
Mstep: Class 6 contains 45163 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43163 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 595 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 41343 members 
Mstep: Class 15 contains 44607 members 
Mstep: Class 16 contains 25464 members 
Mstep: Class 17 contains 40365 members 
Mstep: Class 18 contains 1531 members 
Mstep: Class 19 contains 46667 members 
Mstep: Class 20 contains 50534 members 
Mstep: Class 22 contains 47595 members 
Mstep: Class 23 contains 50360 members 
Mstep: Class 24 contains 43614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111213040.000000 Penalty: 76057.484375
Iteration 190Q: 24 clusters Score -1.11213e+08 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43575 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2368 members 
Mstep: Class 4 contains 41909 members 
Mstep: Class 5 contains 44694 members 
Mstep: Class 6 contains 45256 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43206 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 41267 members 
Mstep: Class 15 contains 44639 members 
Mstep: Class 16 contains 25477 members 
Mstep: Class 17 contains 40427 members 
Mstep: Class 18 contains 1535 members 
Mstep: Class 19 contains 46668 members 
Mstep: Class 20 contains 50457 members 
Mstep: Class 22 contains 47706 members 
Mstep: Class 23 contains 50144 members 
Mstep: Class 24 contains 43602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111213344.000000 Penalty: 76057.484375
Iteration 191Q: 24 clusters Score -1.112133e+08 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43650 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 41916 members 
Mstep: Class 5 contains 44641 members 
Mstep: Class 6 contains 45331 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43232 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 41237 members 
Mstep: Class 15 contains 44692 members 
Mstep: Class 16 contains 25498 members 
Mstep: Class 17 contains 40468 members 
Mstep: Class 18 contains 1540 members 
Mstep: Class 19 contains 46687 members 
Mstep: Class 20 contains 50292 members 
Mstep: Class 22 contains 47801 members 
Mstep: Class 23 contains 49987 members 
Mstep: Class 24 contains 43588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111213840.000000 Penalty: 76057.484375
Iteration 192Q: 24 clusters Score -1.112138e+08 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 41985 members 
Mstep: Class 5 contains 44660 members 
Mstep: Class 6 contains 45369 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43301 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 41194 members 
Mstep: Class 15 contains 44685 members 
Mstep: Class 16 contains 25516 members 
Mstep: Class 17 contains 40505 members 
Mstep: Class 18 contains 1543 members 
Mstep: Class 19 contains 46684 members 
Mstep: Class 20 contains 50150 members 
Mstep: Class 22 contains 47855 members 
Mstep: Class 23 contains 49855 members 
Mstep: Class 24 contains 43560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111214024.000000 Penalty: 76057.484375
Iteration 193Q: 24 clusters Score -1.11214e+08 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43753 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 42109 members 
Mstep: Class 5 contains 44659 members 
Mstep: Class 6 contains 45413 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43336 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 41140 members 
Mstep: Class 15 contains 44654 members 
Mstep: Class 16 contains 25533 members 
Mstep: Class 17 contains 40597 members 
Mstep: Class 18 contains 1544 members 
Mstep: Class 19 contains 46674 members 
Mstep: Class 20 contains 50038 members 
Mstep: Class 22 contains 47864 members 
Mstep: Class 23 contains 49706 members 
Mstep: Class 24 contains 43539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111213952.000000 Penalty: 76057.484375
Iteration 194Q: 24 clusters Score -1.11214e+08 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 42233 members 
Mstep: Class 5 contains 44679 members 
Mstep: Class 6 contains 45444 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43369 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 41107 members 
Mstep: Class 15 contains 44599 members 
Mstep: Class 16 contains 25553 members 
Mstep: Class 17 contains 40683 members 
Mstep: Class 18 contains 1541 members 
Mstep: Class 19 contains 46652 members 
Mstep: Class 20 contains 49952 members 
Mstep: Class 22 contains 47892 members 
Mstep: Class 23 contains 49563 members 
Mstep: Class 24 contains 43514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111214288.000000 Penalty: 76057.484375
Iteration 195Q: 24 clusters Score -1.112143e+08 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 42359 members 
Mstep: Class 5 contains 44681 members 
Mstep: Class 6 contains 45511 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43396 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 41134 members 
Mstep: Class 15 contains 44534 members 
Mstep: Class 16 contains 25569 members 
Mstep: Class 17 contains 40752 members 
Mstep: Class 18 contains 1538 members 
Mstep: Class 19 contains 46632 members 
Mstep: Class 20 contains 49859 members 
Mstep: Class 22 contains 47920 members 
Mstep: Class 23 contains 49407 members 
Mstep: Class 24 contains 43497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111214456.000000 Penalty: 76057.484375
Iteration 196Q: 24 clusters Score -1.112145e+08 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 42497 members 
Mstep: Class 5 contains 44690 members 
Mstep: Class 6 contains 45553 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43413 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 41128 members 
Mstep: Class 15 contains 44478 members 
Mstep: Class 16 contains 25593 members 
Mstep: Class 17 contains 40802 members 
Mstep: Class 18 contains 1540 members 
Mstep: Class 19 contains 46590 members 
Mstep: Class 20 contains 49761 members 
Mstep: Class 22 contains 47925 members 
Mstep: Class 23 contains 49329 members 
Mstep: Class 24 contains 43500 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 197Q: 24 clusters Score -1.112148e+08 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43720 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 42618 members 
Mstep: Class 5 contains 44751 members 
Mstep: Class 6 contains 45594 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43456 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 597 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 41131 members 
Mstep: Class 15 contains 44458 members 
Mstep: Class 16 contains 25612 members 
Mstep: Class 17 contains 40790 members 
Mstep: Class 18 contains 1541 members 
Mstep: Class 19 contains 46568 members 
Mstep: Class 20 contains 49678 members 
Mstep: Class 22 contains 47893 members 
Mstep: Class 23 contains 49257 members 
Mstep: Class 24 contains 43491 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 198Q: 24 clusters Score -1.112149e+08 nChanged 2086
Entering ConstructFrom: 
Score: -111214872.000000 Penalty: 76057.484375
Entering ConstructFrom: 
Trying to split cluster 1 (43686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Entering Unmasked Estep 
Score: -7997722.500000 Penalty: 2649.826172
	Iteration 0F: 2 clusters Score -7997722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -7968596.500000 Penalty: 5299.652344
	Iteration 0F: 3 clusters Score -7968596 nChanged 20221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -7979676.500000 Penalty: 5299.652344
	Iteration 1F: 3 clusters Score -7979676 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -7980242.500000 Penalty: 5299.652344
	Iteration 2Q: 3 clusters Score -7980242 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -7980739.000000 Penalty: 5299.652344
	Iteration 3Q: 3 clusters Score -7980739 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22986 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -7981241.500000 Penalty: 5299.652344
	Iteration 4Q: 3 clusters Score -7981242 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 20196 members 
Entering Unmasked Estep 
Score: -7981830.500000 Penalty: 5299.652344
	Iteration 5Q: 3 clusters Score -7981830 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24230 members 
Mstep: Class 2 contains 19456 members 
Entering Unmasked Estep 
Score: -7982674.000000 Penalty: 5299.652344
	Iteration 6Q: 3 clusters Score -7982674 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -7983716.000000 Penalty: 5299.652344
	Iteration 7Q: 3 clusters Score -7983716 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -7985344.500000 Penalty: 5299.652344
	Iteration 8F: 3 clusters Score -7985344 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -7987502.000000 Penalty: 5299.652344
	Iteration 9F: 3 clusters Score -7987502 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -7989923.000000 Penalty: 5299.652344
	Iteration 10F: 3 clusters Score -7989923 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32242 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -7991897.000000 Penalty: 5299.652344
	Iteration 11F: 3 clusters Score -7991897 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -7993081.500000 Penalty: 5299.652344
	Iteration 12Q: 3 clusters Score -7993082 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -7993751.500000 Penalty: 5299.652344
	Iteration 13Q: 3 clusters Score -7993752 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -7994214.500000 Penalty: 5299.652344
	Iteration 14Q: 3 clusters Score -7994214 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -7994585.000000 Penalty: 5299.652344
	Iteration 15Q: 3 clusters Score -7994585 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -7994827.000000 Penalty: 5299.652344
	Iteration 16Q: 3 clusters Score -7994827 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36419 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -7994999.000000 Penalty: 5299.652344
	Iteration 17Q: 3 clusters Score -7994999 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36801 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -7995143.000000 Penalty: 5299.652344
	Iteration 18Q: 3 clusters Score -7995143 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -7995255.000000 Penalty: 5299.652344
	Iteration 19Q: 3 clusters Score -7995255 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37464 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -7995360.000000 Penalty: 5299.652344
	Iteration 20F: 3 clusters Score -7995360 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -7995454.500000 Penalty: 5299.652344
	Iteration 21Q: 3 clusters Score -7995454 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38014 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -7995548.500000 Penalty: 5299.652344
	Iteration 22Q: 3 clusters Score -7995548 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -7995591.000000 Penalty: 5299.652344
	Iteration 23Q: 3 clusters Score -7995591 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -7995643.000000 Penalty: 5299.652344
	Iteration 24Q: 3 clusters Score -7995643 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38612 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -7995701.500000 Penalty: 5299.652344
	Iteration 25Q: 3 clusters Score -7995702 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -7995741.000000 Penalty: 5299.652344
	Iteration 26Q: 3 clusters Score -7995741 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38933 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -7995759.000000 Penalty: 5299.652344
	Iteration 27Q: 3 clusters Score -7995759 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39072 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -7995785.500000 Penalty: 5299.652344
	Iteration 28Q: 3 clusters Score -7995786 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39207 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -7995810.500000 Penalty: 5299.652344
	Iteration 29Q: 3 clusters Score -7995810 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -7995838.000000 Penalty: 5299.652344
	Iteration 30Q: 3 clusters Score -7995838 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -7995869.000000 Penalty: 5299.652344
	Iteration 31Q: 3 clusters Score -7995869 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -7995892.000000 Penalty: 5299.652344
	Iteration 32Q: 3 clusters Score -7995892 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39761 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -7995911.000000 Penalty: 5299.652344
	Iteration 33Q: 3 clusters Score -7995911 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39852 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -7995926.000000 Penalty: 5299.652344
	Iteration 34Q: 3 clusters Score -7995926 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39927 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -7995943.500000 Penalty: 5299.652344
	Iteration 35Q: 3 clusters Score -7995944 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -7995960.000000 Penalty: 5299.652344
	Iteration 36Q: 3 clusters Score -7995960 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40059 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -7995959.500000 Penalty: 5299.652344
	Iteration 37Q: 3 clusters Score -7995960 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -7995977.500000 Penalty: 5299.652344
	Iteration 38Q: 3 clusters Score -7995978 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -7995995.000000 Penalty: 5299.652344
	Iteration 39Q: 3 clusters Score -7995995 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -7996018.500000 Penalty: 5299.652344
	Iteration 40F: 3 clusters Score -7996018 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -7996043.000000 Penalty: 5299.652344
	Iteration 41Q: 3 clusters Score -7996043 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40407 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -7996057.000000 Penalty: 5299.652344
	Iteration 42Q: 3 clusters Score -7996057 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40471 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -7996074.500000 Penalty: 5299.652344
	Iteration 43Q: 3 clusters Score -7996074 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -7996069.500000 Penalty: 5299.652344
	Iteration 44Q: 3 clusters Score -7996070 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40603 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -7996082.500000 Penalty: 5299.652344
	Iteration 45Q: 3 clusters Score -7996082 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -7996089.000000 Penalty: 5299.652344
	Iteration 46Q: 3 clusters Score -7996089 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -7996093.000000 Penalty: 5299.652344
	Iteration 47Q: 3 clusters Score -7996093 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -7996098.000000 Penalty: 5299.652344
	Iteration 48Q: 3 clusters Score -7996098 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40785 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -7996125.000000 Penalty: 5299.652344
	Iteration 49Q: 3 clusters Score -7996125 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -7996120.000000 Penalty: 5299.652344
	Iteration 50Q: 3 clusters Score -7996120 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40839 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -7996117.500000 Penalty: 5299.652344
	Iteration 51Q: 3 clusters Score -7996118 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -7996113.500000 Penalty: 5299.652344
	Iteration 52Q: 3 clusters Score -7996114 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -7996118.500000 Penalty: 5299.652344
	Iteration 53Q: 3 clusters Score -7996118 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -7996121.500000 Penalty: 5299.652344
	Iteration 54Q: 3 clusters Score -7996122 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -7996121.000000 Penalty: 5299.652344
	Iteration 55Q: 3 clusters Score -7996121 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40992 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -7996117.500000 Penalty: 5299.652344
	Iteration 56Q: 3 clusters Score -7996118 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -7996129.500000 Penalty: 5299.652344
	Iteration 57Q: 3 clusters Score -7996130 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -7996131.500000 Penalty: 5299.652344
	Iteration 58Q: 3 clusters Score -7996132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -7996140.000000 Penalty: 5299.652344
	Iteration 59Q: 3 clusters Score -7996140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -7996146.000000 Penalty: 5299.652344
	Iteration 60F: 3 clusters Score -7996146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -7996139.500000 Penalty: 5299.652344
	Iteration 61Q: 3 clusters Score -7996140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41159 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -7996130.000000 Penalty: 5299.652344
	Iteration 62Q: 3 clusters Score -7996130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -7996145.500000 Penalty: 5299.652344
	Iteration 63Q: 3 clusters Score -7996146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -7996147.000000 Penalty: 5299.652344
	Iteration 64Q: 3 clusters Score -7996147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -7996145.000000 Penalty: 5299.652344
	Iteration 65Q: 3 clusters Score -7996145 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -7996141.500000 Penalty: 5299.652344
	Iteration 66Q: 3 clusters Score -7996142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -7996152.000000 Penalty: 5299.652344
	Iteration 67Q: 3 clusters Score -7996152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41224 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -7996153.000000 Penalty: 5299.652344
	Iteration 68Q: 3 clusters Score -7996153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41233 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -7996155.500000 Penalty: 5299.652344
	Iteration 69Q: 3 clusters Score -7996156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -7996149.000000 Penalty: 5299.652344
	Iteration 70Q: 3 clusters Score -7996149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41246 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -7996147.000000 Penalty: 5299.652344
	Iteration 71Q: 3 clusters Score -7996147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -7996146.500000 Penalty: 5299.652344
	Iteration 72Q: 3 clusters Score -7996146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41257 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -7996151.000000 Penalty: 5299.652344
	Iteration 73Q: 3 clusters Score -7996151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -7996151.000000 Penalty: 5299.652344
	Iteration 74Q: 3 clusters Score -7996151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -7996154.000000 Penalty: 5299.652344
	Iteration 75Q: 3 clusters Score -7996154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -7996138.500000 Penalty: 5299.652344
	Iteration 76Q: 3 clusters Score -7996138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -7996147.500000 Penalty: 5299.652344
	Iteration 77Q: 3 clusters Score -7996148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41286 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -7996154.500000 Penalty: 5299.652344
	Iteration 78Q: 3 clusters Score -7996154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41290 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -7996153.000000 Penalty: 5299.652344
	Iteration 79Q: 3 clusters Score -7996153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -7996150.500000 Penalty: 5299.652344
	Iteration 80F: 3 clusters Score -7996150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -28538.332031 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -28538.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -27391.816406 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -27391.82 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -27594.871094 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -27594.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -27686.820312 Penalty: 2933.097656
	Iteration 2F: 3 clusters Score -27686.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -27792.111328 Penalty: 2933.097656
	Iteration 3Q: 3 clusters Score -27792.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -27874.433594 Penalty: 2933.097656
	Iteration 4Q: 3 clusters Score -27874.43 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -27944.691406 Penalty: 2933.097656
	Iteration 5Q: 3 clusters Score -27944.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -28074.789062 Penalty: 2933.097656
	Iteration 6F: 3 clusters Score -28074.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -28135.359375 Penalty: 2933.097656
	Iteration 7Q: 3 clusters Score -28135.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -28170.521484 Penalty: 2933.097656
	Iteration 8Q: 3 clusters Score -28170.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -28195.294922 Penalty: 2933.097656
	Iteration 9Q: 3 clusters Score -28195.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -28197.505859 Penalty: 2933.097656
	Iteration 10Q: 3 clusters Score -28197.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -28197.505859 Penalty: 2933.097656
	Iteration 11F: 3 clusters Score -28197.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Entering Unmasked Estep 
Score: -404192.468750 Penalty: 1927.224609
	Iteration 0F: 2 clusters Score -404192.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -401366.906250 Penalty: 3854.449219
	Iteration 0F: 3 clusters Score -401366.9 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -402032.781250 Penalty: 3854.449219
	Iteration 1F: 3 clusters Score -402032.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -402258.875000 Penalty: 3854.449219
	Iteration 2F: 3 clusters Score -402258.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -402459.562500 Penalty: 3854.449219
	Iteration 3F: 3 clusters Score -402459.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -402651.937500 Penalty: 3854.449219
	Iteration 4F: 3 clusters Score -402651.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -402795.750000 Penalty: 3854.449219
	Iteration 5Q: 3 clusters Score -402795.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -402900.937500 Penalty: 3854.449219
	Iteration 6Q: 3 clusters Score -402900.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -402986.437500 Penalty: 3854.449219
	Iteration 7Q: 3 clusters Score -402986.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -403078.656250 Penalty: 3854.449219
	Iteration 8Q: 3 clusters Score -403078.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -403182.125000 Penalty: 3854.449219
	Iteration 9Q: 3 clusters Score -403182.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -403264.625000 Penalty: 3854.449219
	Iteration 10Q: 3 clusters Score -403264.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -403327.218750 Penalty: 3854.449219
	Iteration 11Q: 3 clusters Score -403327.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -403389.062500 Penalty: 3854.449219
	Iteration 12Q: 3 clusters Score -403389.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -403426.375000 Penalty: 3854.449219
	Iteration 13Q: 3 clusters Score -403426.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -403459.312500 Penalty: 3854.449219
	Iteration 14Q: 3 clusters Score -403459.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -403480.500000 Penalty: 3854.449219
	Iteration 15Q: 3 clusters Score -403480.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -403501.562500 Penalty: 3854.449219
	Iteration 16Q: 3 clusters Score -403501.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -403517.656250 Penalty: 3854.449219
	Iteration 17Q: 3 clusters Score -403517.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -403531.625000 Penalty: 3854.449219
	Iteration 18Q: 3 clusters Score -403531.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -403542.156250 Penalty: 3854.449219
	Iteration 19Q: 3 clusters Score -403542.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -403549.375000 Penalty: 3854.449219
	Iteration 20F: 3 clusters Score -403549.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -403554.437500 Penalty: 3854.449219
	Iteration 21Q: 3 clusters Score -403554.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -403557.593750 Penalty: 3854.449219
	Iteration 22Q: 3 clusters Score -403557.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -403559.531250 Penalty: 3854.449219
	Iteration 23Q: 3 clusters Score -403559.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -403568.687500 Penalty: 3854.449219
	Iteration 24Q: 3 clusters Score -403568.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -403573.312500 Penalty: 3854.449219
	Iteration 25Q: 3 clusters Score -403573.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -403573.406250 Penalty: 3854.449219
	Iteration 26Q: 3 clusters Score -403573.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -403577.593750 Penalty: 3854.449219
	Iteration 27Q: 3 clusters Score -403577.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -403581.281250 Penalty: 3854.449219
	Iteration 28Q: 3 clusters Score -403581.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -403585.906250 Penalty: 3854.449219
	Iteration 29Q: 3 clusters Score -403585.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -403588.062500 Penalty: 3854.449219
	Iteration 30Q: 3 clusters Score -403588.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -403590.562500 Penalty: 3854.449219
	Iteration 31Q: 3 clusters Score -403590.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -403590.562500 Penalty: 3854.449219
	Iteration 32F: 3 clusters Score -403590.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42767 members 
Entering Unmasked Estep 
Score: -7824298.500000 Penalty: 2644.553467
	Iteration 0F: 2 clusters Score -7824298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -7795829.000000 Penalty: 5289.106934
	Iteration 0F: 3 clusters Score -7795829 nChanged 19656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -7806768.000000 Penalty: 5289.106934
	Iteration 1F: 3 clusters Score -7806768 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -7807298.500000 Penalty: 5289.106934
	Iteration 2Q: 3 clusters Score -7807298 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -7807981.000000 Penalty: 5289.106934
	Iteration 3Q: 3 clusters Score -7807981 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24091 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -7808836.000000 Penalty: 5289.106934
	Iteration 4Q: 3 clusters Score -7808836 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -7809905.000000 Penalty: 5289.106934
	Iteration 5Q: 3 clusters Score -7809905 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26878 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -7811490.500000 Penalty: 5289.106934
	Iteration 6F: 3 clusters Score -7811490 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -7813530.500000 Penalty: 5289.106934
	Iteration 7F: 3 clusters Score -7813530 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30865 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -7815857.500000 Penalty: 5289.106934
	Iteration 8F: 3 clusters Score -7815858 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -7817780.000000 Penalty: 5289.106934
	Iteration 9F: 3 clusters Score -7817780 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -7819085.000000 Penalty: 5289.106934
	Iteration 10Q: 3 clusters Score -7819085 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34464 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -7819977.000000 Penalty: 5289.106934
	Iteration 11Q: 3 clusters Score -7819977 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -7820549.000000 Penalty: 5289.106934
	Iteration 12Q: 3 clusters Score -7820549 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -7820954.000000 Penalty: 5289.106934
	Iteration 13Q: 3 clusters Score -7820954 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -7821205.500000 Penalty: 5289.106934
	Iteration 14Q: 3 clusters Score -7821206 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36744 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -7821394.500000 Penalty: 5289.106934
	Iteration 15Q: 3 clusters Score -7821394 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -7821533.000000 Penalty: 5289.106934
	Iteration 16Q: 3 clusters Score -7821533 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -7821658.000000 Penalty: 5289.106934
	Iteration 17Q: 3 clusters Score -7821658 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -7821768.500000 Penalty: 5289.106934
	Iteration 18Q: 3 clusters Score -7821768 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -7821824.000000 Penalty: 5289.106934
	Iteration 19Q: 3 clusters Score -7821824 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38146 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -7821898.000000 Penalty: 5289.106934
	Iteration 20F: 3 clusters Score -7821898 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -7821936.500000 Penalty: 5289.106934
	Iteration 21Q: 3 clusters Score -7821936 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -7821994.500000 Penalty: 5289.106934
	Iteration 22Q: 3 clusters Score -7821994 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38682 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -7822017.000000 Penalty: 5289.106934
	Iteration 23Q: 3 clusters Score -7822017 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38823 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -7822044.500000 Penalty: 5289.106934
	Iteration 24Q: 3 clusters Score -7822044 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -7822061.500000 Penalty: 5289.106934
	Iteration 25Q: 3 clusters Score -7822062 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39034 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -7822095.000000 Penalty: 5289.106934
	Iteration 26Q: 3 clusters Score -7822095 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -7822110.000000 Penalty: 5289.106934
	Iteration 27Q: 3 clusters Score -7822110 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39236 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -7822100.500000 Penalty: 5289.106934
	Iteration 28Q: 3 clusters Score -7822100 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -7822115.500000 Penalty: 5289.106934
	Iteration 29Q: 3 clusters Score -7822116 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -7822122.000000 Penalty: 5289.106934
	Iteration 30Q: 3 clusters Score -7822122 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -7822150.000000 Penalty: 5289.106934
	Iteration 31Q: 3 clusters Score -7822150 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -7822168.000000 Penalty: 5289.106934
	Iteration 32Q: 3 clusters Score -7822168 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -7822177.000000 Penalty: 5289.106934
	Iteration 33Q: 3 clusters Score -7822177 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -7822190.000000 Penalty: 5289.106934
	Iteration 34Q: 3 clusters Score -7822190 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39806 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -7822200.000000 Penalty: 5289.106934
	Iteration 35Q: 3 clusters Score -7822200 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39860 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -7822204.000000 Penalty: 5289.106934
	Iteration 36Q: 3 clusters Score -7822204 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39910 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -7822222.000000 Penalty: 5289.106934
	Iteration 37Q: 3 clusters Score -7822222 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -7822232.500000 Penalty: 5289.106934
	Iteration 38Q: 3 clusters Score -7822232 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40020 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -7822248.500000 Penalty: 5289.106934
	Iteration 39Q: 3 clusters Score -7822248 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -7822251.500000 Penalty: 5289.106934
	Iteration 40F: 3 clusters Score -7822252 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40112 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -7822258.000000 Penalty: 5289.106934
	Iteration 41Q: 3 clusters Score -7822258 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -7822268.000000 Penalty: 5289.106934
	Iteration 42Q: 3 clusters Score -7822268 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -7822264.500000 Penalty: 5289.106934
	Iteration 43Q: 3 clusters Score -7822264 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -7822286.500000 Penalty: 5289.106934
	Iteration 44Q: 3 clusters Score -7822286 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -7822293.000000 Penalty: 5289.106934
	Iteration 45Q: 3 clusters Score -7822293 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -7822300.500000 Penalty: 5289.106934
	Iteration 46Q: 3 clusters Score -7822300 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -7822317.500000 Penalty: 5289.106934
	Iteration 47Q: 3 clusters Score -7822318 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -7822331.500000 Penalty: 5289.106934
	Iteration 48Q: 3 clusters Score -7822332 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40498 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -7822348.500000 Penalty: 5289.106934
	Iteration 49Q: 3 clusters Score -7822348 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -7822363.000000 Penalty: 5289.106934
	Iteration 50Q: 3 clusters Score -7822363 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -7822365.500000 Penalty: 5289.106934
	Iteration 51Q: 3 clusters Score -7822366 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -7822356.500000 Penalty: 5289.106934
	Iteration 52Q: 3 clusters Score -7822356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -7822366.000000 Penalty: 5289.106934
	Iteration 53Q: 3 clusters Score -7822366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -7822374.500000 Penalty: 5289.106934
	Iteration 54Q: 3 clusters Score -7822374 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -7822382.000000 Penalty: 5289.106934
	Iteration 55Q: 3 clusters Score -7822382 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40720 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -7822387.000000 Penalty: 5289.106934
	Iteration 56Q: 3 clusters Score -7822387 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -7822397.000000 Penalty: 5289.106934
	Iteration 57Q: 3 clusters Score -7822397 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40761 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -7822401.500000 Penalty: 5289.106934
	Iteration 58Q: 3 clusters Score -7822402 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -7822417.500000 Penalty: 5289.106934
	Iteration 59Q: 3 clusters Score -7822418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -7822415.500000 Penalty: 5289.106934
	Iteration 60F: 3 clusters Score -7822416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -7822391.000000 Penalty: 5289.106934
	Iteration 61Q: 3 clusters Score -7822391 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40836 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -7822402.500000 Penalty: 5289.106934
	Iteration 62Q: 3 clusters Score -7822402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -7822408.000000 Penalty: 5289.106934
	Iteration 63Q: 3 clusters Score -7822408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40857 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -7822407.500000 Penalty: 5289.106934
	Iteration 64Q: 3 clusters Score -7822408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40862 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -7822414.500000 Penalty: 5289.106934
	Iteration 65Q: 3 clusters Score -7822414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -7822416.000000 Penalty: 5289.106934
	Iteration 66Q: 3 clusters Score -7822416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40862 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -7822413.000000 Penalty: 5289.106934
	Iteration 67Q: 3 clusters Score -7822413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -7822414.500000 Penalty: 5289.106934
	Iteration 68Q: 3 clusters Score -7822414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -7822410.500000 Penalty: 5289.106934
	Iteration 69Q: 3 clusters Score -7822410 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40867 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -7822416.000000 Penalty: 5289.106934
	Iteration 70Q: 3 clusters Score -7822416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40870 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -7822412.500000 Penalty: 5289.106934
	Iteration 71Q: 3 clusters Score -7822412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -7822418.000000 Penalty: 5289.106934
	Iteration 72Q: 3 clusters Score -7822418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40875 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -7822415.500000 Penalty: 5289.106934
	Iteration 73Q: 3 clusters Score -7822416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40876 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -7822410.500000 Penalty: 5289.106934
	Iteration 74Q: 3 clusters Score -7822410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40877 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -7822416.000000 Penalty: 5289.106934
	Iteration 75Q: 3 clusters Score -7822416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -7822412.000000 Penalty: 5289.106934
	Iteration 76Q: 3 clusters Score -7822412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -7822418.500000 Penalty: 5289.106934
	Iteration 77Q: 3 clusters Score -7822418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -7822418.500000 Penalty: 5289.106934
	Iteration 78F: 3 clusters Score -7822418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44829 members 
Entering Unmasked Estep 
Score: -8230253.000000 Penalty: 2656.231445
	Iteration 0F: 2 clusters Score -8230253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -8201538.500000 Penalty: 5312.462891
	Iteration 0F: 3 clusters Score -8201538 nChanged 20652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 22484 members 
Entering Unmasked Estep 
Score: -8213026.500000 Penalty: 5312.462891
	Iteration 1F: 3 clusters Score -8213026 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -8213940.000000 Penalty: 5312.462891
	Iteration 2Q: 3 clusters Score -8213940 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 24709 members 
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Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 26211 members 
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Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 28098 members 
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Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 32285 members 
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Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 32899 members 
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Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 33403 members 
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Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 33837 members 
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Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 34254 members 
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Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 34637 members 
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Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 35007 members 
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Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 35346 members 
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Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 35662 members 
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Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 35938 members 
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Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 36201 members 
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Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 36472 members 
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Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 36713 members 
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Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 36924 members 
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Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 37125 members 
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Mstep: Class 1 contains 7513 members 
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Mstep: Class 1 contains 7302 members 
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Mstep: Class 1 contains 7091 members 
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Mstep: Class 1 contains 6915 members 
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Mstep: Class 1 contains 6612 members 
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Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 38355 members 
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Mstep: Class 1 contains 6341 members 
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Mstep: Class 1 contains 6224 members 
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Mstep: Class 1 contains 6102 members 
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Mstep: Class 1 contains 5923 members 
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Mstep: Class 1 contains 5688 members 
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Mstep: Class 1 contains 5618 members 
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Mstep: Class 1 contains 5272 members 
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Mstep: Class 1 contains 5048 members 
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Mstep: Class 1 contains 4986 members 
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	Iteration 51Q: 3 clusters Score -8229936 nChanged 52
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Mstep: Class 1 contains 4936 members 
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	Iteration 52Q: 3 clusters Score -8229940 nChanged 49
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Mstep: Class 1 contains 4776 members 
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	Iteration 59Q: 3 clusters Score -8229952 nChanged 35
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	Iteration 60F: 3 clusters Score -8229950 nChanged 26
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	Iteration 61Q: 3 clusters Score -8229948 nChanged 24
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	Iteration 62Q: 3 clusters Score -8229948 nChanged 24
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	Iteration 63Q: 3 clusters Score -8229952 nChanged 24
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	Iteration 64Q: 3 clusters Score -8229952 nChanged 22
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	Iteration 66Q: 3 clusters Score -8229952 nChanged 29
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	Iteration 70Q: 3 clusters Score -8229964 nChanged 34
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	Iteration 74Q: 3 clusters Score -8229996 nChanged 25
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	Iteration 82Q: 3 clusters Score -8229972 nChanged 7
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	Iteration 84Q: 3 clusters Score -8229972 nChanged 15
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	Iteration 85Q: 3 clusters Score -8229968 nChanged 16
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	Iteration 94Q: 3 clusters Score -8229984 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 40889 members 
Entering Unmasked Estep 
Score: -8229997.500000 Penalty: 5312.462891
	Iteration 95Q: 3 clusters Score -8229998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -8229989.000000 Penalty: 5312.462891
	Iteration 96Q: 3 clusters Score -8229989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 40901 members 
Entering Unmasked Estep 
Score: -8229987.500000 Penalty: 5312.462891
	Iteration 97Q: 3 clusters Score -8229988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -8229987.000000 Penalty: 5312.462891
	Iteration 98Q: 3 clusters Score -8229987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -8229990.000000 Penalty: 5312.462891
	Iteration 99Q: 3 clusters Score -8229990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -8229990.000000 Penalty: 5312.462891
	Iteration 100F: 3 clusters Score -8229990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45596 members 
Entering Unmasked Estep 
Score: -8286901.000000 Penalty: 2660.438721
	Iteration 0F: 2 clusters Score -8286901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -8256880.500000 Penalty: 5320.877441
	Iteration 0F: 3 clusters Score -8256880 nChanged 20885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -8268418.500000 Penalty: 5320.877441
	Iteration 1F: 3 clusters Score -8268418 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -8269078.500000 Penalty: 5320.877441
	Iteration 2Q: 3 clusters Score -8269078 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -8269929.000000 Penalty: 5320.877441
	Iteration 3Q: 3 clusters Score -8269929 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -8270886.500000 Penalty: 5320.877441
	Iteration 4Q: 3 clusters Score -8270886 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -8272013.000000 Penalty: 5320.877441
	Iteration 5F: 3 clusters Score -8272013 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -8273544.000000 Penalty: 5320.877441
	Iteration 6F: 3 clusters Score -8273544 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -8275273.500000 Penalty: 5320.877441
	Iteration 7F: 3 clusters Score -8275274 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -8277243.500000 Penalty: 5320.877441
	Iteration 8F: 3 clusters Score -8277244 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 29108 members 
Entering Unmasked Estep 
Score: -8278927.500000 Penalty: 5320.877441
	Iteration 9F: 3 clusters Score -8278928 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -8279931.500000 Penalty: 5320.877441
	Iteration 10Q: 3 clusters Score -8279932 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 30624 members 
Entering Unmasked Estep 
Score: -8280494.500000 Penalty: 5320.877441
	Iteration 11Q: 3 clusters Score -8280494 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
Score: -8280879.000000 Penalty: 5320.877441
	Iteration 12Q: 3 clusters Score -8280879 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 32012 members 
Entering Unmasked Estep 
Score: -8281195.500000 Penalty: 5320.877441
	Iteration 13Q: 3 clusters Score -8281196 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 32703 members 
Entering Unmasked Estep 
Score: -8281481.000000 Penalty: 5320.877441
	Iteration 14Q: 3 clusters Score -8281481 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -8281752.500000 Penalty: 5320.877441
	Iteration 15Q: 3 clusters Score -8281752 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 34049 members 
Entering Unmasked Estep 
Score: -8282072.500000 Penalty: 5320.877441
	Iteration 16Q: 3 clusters Score -8282072 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -8282364.000000 Penalty: 5320.877441
	Iteration 17Q: 3 clusters Score -8282364 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -8282653.000000 Penalty: 5320.877441
	Iteration 18Q: 3 clusters Score -8282653 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 35936 members 
Entering Unmasked Estep 
Score: -8282943.000000 Penalty: 5320.877441
	Iteration 19Q: 3 clusters Score -8282943 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -8283195.500000 Penalty: 5320.877441
	Iteration 20F: 3 clusters Score -8283196 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -8283436.500000 Penalty: 5320.877441
	Iteration 21Q: 3 clusters Score -8283436 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 37486 members 
Entering Unmasked Estep 
Score: -8283607.500000 Penalty: 5320.877441
	Iteration 22Q: 3 clusters Score -8283608 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 37915 members 
Entering Unmasked Estep 
Score: -8283771.500000 Penalty: 5320.877441
	Iteration 23Q: 3 clusters Score -8283772 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 38315 members 
Entering Unmasked Estep 
Score: -8283863.000000 Penalty: 5320.877441
	Iteration 24Q: 3 clusters Score -8283863 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -8283998.500000 Penalty: 5320.877441
	Iteration 25Q: 3 clusters Score -8283998 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 39061 members 
Entering Unmasked Estep 
Score: -8284128.500000 Penalty: 5320.877441
	Iteration 26Q: 3 clusters Score -8284128 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
Score: -8284222.500000 Penalty: 5320.877441
	Iteration 27Q: 3 clusters Score -8284222 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -8284317.000000 Penalty: 5320.877441
	Iteration 28Q: 3 clusters Score -8284317 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -8284381.000000 Penalty: 5320.877441
	Iteration 29Q: 3 clusters Score -8284381 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -8284437.500000 Penalty: 5320.877441
	Iteration 30Q: 3 clusters Score -8284438 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 40603 members 
Entering Unmasked Estep 
Score: -8284498.000000 Penalty: 5320.877441
	Iteration 31Q: 3 clusters Score -8284498 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -8284572.500000 Penalty: 5320.877441
	Iteration 32Q: 3 clusters Score -8284572 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 41112 members 
Entering Unmasked Estep 
Score: -8284646.500000 Penalty: 5320.877441
	Iteration 33Q: 3 clusters Score -8284646 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -8284712.000000 Penalty: 5320.877441
	Iteration 34Q: 3 clusters Score -8284712 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 41537 members 
Entering Unmasked Estep 
Score: -8284778.000000 Penalty: 5320.877441
	Iteration 35Q: 3 clusters Score -8284778 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -8284809.500000 Penalty: 5320.877441
	Iteration 36Q: 3 clusters Score -8284810 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 41925 members 
Entering Unmasked Estep 
Score: -8284870.500000 Penalty: 5320.877441
	Iteration 37Q: 3 clusters Score -8284870 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -8284875.000000 Penalty: 5320.877441
	Iteration 38Q: 3 clusters Score -8284875 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -8284898.000000 Penalty: 5320.877441
	Iteration 39Q: 3 clusters Score -8284898 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 42383 members 
Entering Unmasked Estep 
Score: -8284908.000000 Penalty: 5320.877441
	Iteration 40F: 3 clusters Score -8284908 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 42508 members 
Entering Unmasked Estep 
Score: -8284929.000000 Penalty: 5320.877441
	Iteration 41Q: 3 clusters Score -8284929 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 42618 members 
Entering Unmasked Estep 
Score: -8284938.000000 Penalty: 5320.877441
	Iteration 42Q: 3 clusters Score -8284938 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 42727 members 
Entering Unmasked Estep 
Score: -8284944.000000 Penalty: 5320.877441
	Iteration 43Q: 3 clusters Score -8284944 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 42836 members 
Entering Unmasked Estep 
Score: -8284969.500000 Penalty: 5320.877441
	Iteration 44Q: 3 clusters Score -8284970 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 42924 members 
Entering Unmasked Estep 
Score: -8284984.500000 Penalty: 5320.877441
	Iteration 45Q: 3 clusters Score -8284984 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 43010 members 
Entering Unmasked Estep 
Score: -8284993.500000 Penalty: 5320.877441
	Iteration 46Q: 3 clusters Score -8284994 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 43090 members 
Entering Unmasked Estep 
Score: -8284995.500000 Penalty: 5320.877441
	Iteration 47Q: 3 clusters Score -8284996 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 43160 members 
Entering Unmasked Estep 
Score: -8285009.000000 Penalty: 5320.877441
	Iteration 48Q: 3 clusters Score -8285009 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -8285001.000000 Penalty: 5320.877441
	Iteration 49Q: 3 clusters Score -8285001 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -8285004.000000 Penalty: 5320.877441
	Iteration 50Q: 3 clusters Score -8285004 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 43329 members 
Entering Unmasked Estep 
Score: -8285014.500000 Penalty: 5320.877441
	Iteration 51Q: 3 clusters Score -8285014 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -8285010.500000 Penalty: 5320.877441
	Iteration 52Q: 3 clusters Score -8285010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -8285011.500000 Penalty: 5320.877441
	Iteration 53Q: 3 clusters Score -8285012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 43411 members 
Entering Unmasked Estep 
Score: -8285006.500000 Penalty: 5320.877441
	Iteration 54Q: 3 clusters Score -8285006 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 43444 members 
Entering Unmasked Estep 
Score: -8285000.500000 Penalty: 5320.877441
	Iteration 55Q: 3 clusters Score -8285000 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -8285006.000000 Penalty: 5320.877441
	Iteration 56Q: 3 clusters Score -8285006 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -8285012.500000 Penalty: 5320.877441
	Iteration 57Q: 3 clusters Score -8285012 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 43552 members 
Entering Unmasked Estep 
Score: -8285010.000000 Penalty: 5320.877441
	Iteration 58Q: 3 clusters Score -8285010 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 43597 members 
Entering Unmasked Estep 
Score: -8285007.000000 Penalty: 5320.877441
	Iteration 59Q: 3 clusters Score -8285007 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 43644 members 
Entering Unmasked Estep 
Score: -8285005.500000 Penalty: 5320.877441
	Iteration 60F: 3 clusters Score -8285006 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 43694 members 
Entering Unmasked Estep 
Score: -8285016.000000 Penalty: 5320.877441
	Iteration 61Q: 3 clusters Score -8285016 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 43744 members 
Entering Unmasked Estep 
Score: -8285031.500000 Penalty: 5320.877441
	Iteration 62Q: 3 clusters Score -8285032 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 43772 members 
Entering Unmasked Estep 
Score: -8285033.500000 Penalty: 5320.877441
	Iteration 63Q: 3 clusters Score -8285034 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -8285036.000000 Penalty: 5320.877441
	Iteration 64Q: 3 clusters Score -8285036 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 43840 members 
Entering Unmasked Estep 
Score: -8285042.500000 Penalty: 5320.877441
	Iteration 65Q: 3 clusters Score -8285042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 43860 members 
Entering Unmasked Estep 
Score: -8285052.500000 Penalty: 5320.877441
	Iteration 66Q: 3 clusters Score -8285052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
Score: -8285049.000000 Penalty: 5320.877441
	Iteration 67Q: 3 clusters Score -8285049 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
Score: -8285052.500000 Penalty: 5320.877441
	Iteration 68Q: 3 clusters Score -8285052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -8285046.000000 Penalty: 5320.877441
	Iteration 69Q: 3 clusters Score -8285046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 43922 members 
Entering Unmasked Estep 
Score: -8285054.500000 Penalty: 5320.877441
	Iteration 70Q: 3 clusters Score -8285054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 43929 members 
Entering Unmasked Estep 
Score: -8285050.000000 Penalty: 5320.877441
	Iteration 71Q: 3 clusters Score -8285050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 43936 members 
Entering Unmasked Estep 
Score: -8285050.500000 Penalty: 5320.877441
	Iteration 72Q: 3 clusters Score -8285050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -8285043.000000 Penalty: 5320.877441
	Iteration 73Q: 3 clusters Score -8285043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 43950 members 
Entering Unmasked Estep 
Score: -8285044.000000 Penalty: 5320.877441
	Iteration 74Q: 3 clusters Score -8285044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 43958 members 
Entering Unmasked Estep 
Score: -8285044.500000 Penalty: 5320.877441
	Iteration 75Q: 3 clusters Score -8285044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 43967 members 
Entering Unmasked Estep 
Score: -8285042.000000 Penalty: 5320.877441
	Iteration 76Q: 3 clusters Score -8285042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 43977 members 
Entering Unmasked Estep 
Score: -8285036.500000 Penalty: 5320.877441
	Iteration 77Q: 3 clusters Score -8285036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -8285043.500000 Penalty: 5320.877441
	Iteration 78Q: 3 clusters Score -8285044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 43997 members 
Entering Unmasked Estep 
Score: -8285040.500000 Penalty: 5320.877441
	Iteration 79Q: 3 clusters Score -8285040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 44003 members 
Entering Unmasked Estep 
Score: -8285043.500000 Penalty: 5320.877441
	Iteration 80F: 3 clusters Score -8285044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 44009 members 
Entering Unmasked Estep 
Score: -8285047.500000 Penalty: 5320.877441
	Iteration 81Q: 3 clusters Score -8285048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 44018 members 
Entering Unmasked Estep 
Score: -8285052.500000 Penalty: 5320.877441
	Iteration 82Q: 3 clusters Score -8285052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 44028 members 
Entering Unmasked Estep 
Score: -8285046.000000 Penalty: 5320.877441
	Iteration 83Q: 3 clusters Score -8285046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 44035 members 
Entering Unmasked Estep 
Score: -8285053.500000 Penalty: 5320.877441
	Iteration 84Q: 3 clusters Score -8285054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 44048 members 
Entering Unmasked Estep 
Score: -8285053.500000 Penalty: 5320.877441
	Iteration 85Q: 3 clusters Score -8285054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 44062 members 
Entering Unmasked Estep 
Score: -8285051.000000 Penalty: 5320.877441
	Iteration 86Q: 3 clusters Score -8285051 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 44074 members 
Entering Unmasked Estep 
Score: -8285036.500000 Penalty: 5320.877441
	Iteration 87Q: 3 clusters Score -8285036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 44086 members 
Entering Unmasked Estep 
Score: -8285041.500000 Penalty: 5320.877441
	Iteration 88Q: 3 clusters Score -8285042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 44102 members 
Entering Unmasked Estep 
Score: -8285033.500000 Penalty: 5320.877441
	Iteration 89Q: 3 clusters Score -8285034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
Score: -8285049.000000 Penalty: 5320.877441
	Iteration 90Q: 3 clusters Score -8285049 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 44135 members 
Entering Unmasked Estep 
Score: -8285050.000000 Penalty: 5320.877441
	Iteration 91Q: 3 clusters Score -8285050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -8285051.000000 Penalty: 5320.877441
	Iteration 92Q: 3 clusters Score -8285051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 44155 members 
Entering Unmasked Estep 
Score: -8285052.000000 Penalty: 5320.877441
	Iteration 93Q: 3 clusters Score -8285052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
Score: -8285055.500000 Penalty: 5320.877441
	Iteration 94Q: 3 clusters Score -8285056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 44161 members 
Entering Unmasked Estep 
Score: -8285051.500000 Penalty: 5320.877441
	Iteration 95Q: 3 clusters Score -8285052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 44164 members 
Entering Unmasked Estep 
Score: -8285055.500000 Penalty: 5320.877441
	Iteration 96Q: 3 clusters Score -8285056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 44167 members 
Entering Unmasked Estep 
Score: -8285051.000000 Penalty: 5320.877441
	Iteration 97Q: 3 clusters Score -8285051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -8285047.500000 Penalty: 5320.877441
	Iteration 98Q: 3 clusters Score -8285048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 44175 members 
Entering Unmasked Estep 
Score: -8285051.500000 Penalty: 5320.877441
	Iteration 99Q: 3 clusters Score -8285052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 44181 members 
Entering Unmasked Estep 
Score: -8285054.000000 Penalty: 5320.877441
	Iteration 100F: 3 clusters Score -8285054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 44193 members 
Entering Unmasked Estep 
Score: -8285042.000000 Penalty: 5320.877441
	Iteration 101Q: 3 clusters Score -8285042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 44201 members 
Entering Unmasked Estep 
Score: -8285034.000000 Penalty: 5320.877441
	Iteration 102Q: 3 clusters Score -8285034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 44211 members 
Entering Unmasked Estep 
Score: -8285047.000000 Penalty: 5320.877441
	Iteration 103Q: 3 clusters Score -8285047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 44222 members 
Entering Unmasked Estep 
Score: -8285053.500000 Penalty: 5320.877441
	Iteration 104Q: 3 clusters Score -8285054 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -8285056.000000 Penalty: 5320.877441
	Iteration 105Q: 3 clusters Score -8285056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -8285060.500000 Penalty: 5320.877441
	Iteration 106Q: 3 clusters Score -8285060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 44257 members 
Entering Unmasked Estep 
Score: -8285061.000000 Penalty: 5320.877441
	Iteration 107Q: 3 clusters Score -8285061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 44264 members 
Entering Unmasked Estep 
Score: -8285056.500000 Penalty: 5320.877441
	Iteration 108Q: 3 clusters Score -8285056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 44270 members 
Entering Unmasked Estep 
Score: -8285048.500000 Penalty: 5320.877441
	Iteration 109Q: 3 clusters Score -8285048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 44274 members 
Entering Unmasked Estep 
Score: -8285053.000000 Penalty: 5320.877441
	Iteration 110Q: 3 clusters Score -8285053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 44280 members 
Entering Unmasked Estep 
Score: -8285050.500000 Penalty: 5320.877441
	Iteration 111Q: 3 clusters Score -8285050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -8285047.500000 Penalty: 5320.877441
	Iteration 112Q: 3 clusters Score -8285048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -8285051.000000 Penalty: 5320.877441
	Iteration 113Q: 3 clusters Score -8285051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -8285042.500000 Penalty: 5320.877441
	Iteration 114Q: 3 clusters Score -8285042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 44295 members 
Entering Unmasked Estep 
Score: -8285048.000000 Penalty: 5320.877441
	Iteration 115Q: 3 clusters Score -8285048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 44303 members 
Entering Unmasked Estep 
Score: -8285042.000000 Penalty: 5320.877441
	Iteration 116Q: 3 clusters Score -8285042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -8285027.500000 Penalty: 5320.877441
	Iteration 117Q: 3 clusters Score -8285028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -8285020.500000 Penalty: 5320.877441
	Iteration 118Q: 3 clusters Score -8285020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 44334 members 
Entering Unmasked Estep 
Score: -8285016.500000 Penalty: 5320.877441
	Iteration 119Q: 3 clusters Score -8285016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -8285033.000000 Penalty: 5320.877441
	Iteration 120F: 3 clusters Score -8285033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 44355 members 
Entering Unmasked Estep 
Score: -8285031.500000 Penalty: 5320.877441
	Iteration 121Q: 3 clusters Score -8285032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 44362 members 
Entering Unmasked Estep 
Score: -8285041.500000 Penalty: 5320.877441
	Iteration 122Q: 3 clusters Score -8285042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 44368 members 
Entering Unmasked Estep 
Score: -8285040.000000 Penalty: 5320.877441
	Iteration 123Q: 3 clusters Score -8285040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -8285041.000000 Penalty: 5320.877441
	Iteration 124Q: 3 clusters Score -8285041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 44380 members 
Entering Unmasked Estep 
Score: -8285042.500000 Penalty: 5320.877441
	Iteration 125Q: 3 clusters Score -8285042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 44384 members 
Entering Unmasked Estep 
Score: -8285049.500000 Penalty: 5320.877441
	Iteration 126Q: 3 clusters Score -8285050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -8285052.500000 Penalty: 5320.877441
	Iteration 127Q: 3 clusters Score -8285052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -8285044.000000 Penalty: 5320.877441
	Iteration 128Q: 3 clusters Score -8285044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 44400 members 
Entering Unmasked Estep 
Score: -8285049.000000 Penalty: 5320.877441
	Iteration 129Q: 3 clusters Score -8285049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 44402 members 
Entering Unmasked Estep 
Score: -8285054.000000 Penalty: 5320.877441
	Iteration 130Q: 3 clusters Score -8285054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -8285046.500000 Penalty: 5320.877441
	Iteration 131Q: 3 clusters Score -8285046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 44402 members 
Entering Unmasked Estep 
Score: -8285048.500000 Penalty: 5320.877441
	Iteration 132Q: 3 clusters Score -8285048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 44402 members 
Entering Unmasked Estep 
Score: -8285048.500000 Penalty: 5320.877441
	Iteration 133F: 3 clusters Score -8285048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -71848.289062 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -71848.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -70256.875000 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -70256.88 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -70660.070312 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -70660.07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -70834.632812 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -70834.63 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -70975.070312 Penalty: 3216.379150
	Iteration 3F: 3 clusters Score -70975.07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -71110.312500 Penalty: 3216.379150
	Iteration 4F: 3 clusters Score -71110.31 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -71292.039062 Penalty: 3216.379150
	Iteration 5F: 3 clusters Score -71292.04 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -71414.078125 Penalty: 3216.379150
	Iteration 6F: 3 clusters Score -71414.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -71442.046875 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -71442.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -71463.625000 Penalty: 3216.379150
	Iteration 8Q: 3 clusters Score -71463.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -71472.273438 Penalty: 3216.379150
	Iteration 9Q: 3 clusters Score -71472.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -71475.023438 Penalty: 3216.379150
	Iteration 10Q: 3 clusters Score -71475.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -71483.218750 Penalty: 3216.379150
	Iteration 11Q: 3 clusters Score -71483.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -71483.789062 Penalty: 3216.379150
	Iteration 12Q: 3 clusters Score -71483.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -71483.789062 Penalty: 3216.379150
	Iteration 13F: 3 clusters Score -71483.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (43483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43483 members 
Entering Unmasked Estep 
Score: -7895837.500000 Penalty: 2648.671143
	Iteration 0F: 2 clusters Score -7895838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -7866839.500000 Penalty: 5297.342285
	Iteration 0F: 3 clusters Score -7866840 nChanged 20046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -7877773.500000 Penalty: 5297.342285
	Iteration 1F: 3 clusters Score -7877774 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -7878223.500000 Penalty: 5297.342285
	Iteration 2Q: 3 clusters Score -7878224 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -7878586.500000 Penalty: 5297.342285
	Iteration 3Q: 3 clusters Score -7878586 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -7878971.500000 Penalty: 5297.342285
	Iteration 4Q: 3 clusters Score -7878972 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -7879299.000000 Penalty: 5297.342285
	Iteration 5Q: 3 clusters Score -7879299 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -7879736.000000 Penalty: 5297.342285
	Iteration 6Q: 3 clusters Score -7879736 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -7880309.000000 Penalty: 5297.342285
	Iteration 7Q: 3 clusters Score -7880309 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -7881207.000000 Penalty: 5297.342285
	Iteration 8Q: 3 clusters Score -7881207 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -7882471.000000 Penalty: 5297.342285
	Iteration 9Q: 3 clusters Score -7882471 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -7884156.000000 Penalty: 5297.342285
	Iteration 10F: 3 clusters Score -7884156 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -7885916.000000 Penalty: 5297.342285
	Iteration 11F: 3 clusters Score -7885916 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -7887237.000000 Penalty: 5297.342285
	Iteration 12F: 3 clusters Score -7887237 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 27181 members 
Entering Unmasked Estep 
Score: -7888045.500000 Penalty: 5297.342285
	Iteration 13Q: 3 clusters Score -7888046 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 27569 members 
Entering Unmasked Estep 
Score: -7888455.500000 Penalty: 5297.342285
	Iteration 14Q: 3 clusters Score -7888456 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -7888628.000000 Penalty: 5297.342285
	Iteration 15Q: 3 clusters Score -7888628 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -7888744.000000 Penalty: 5297.342285
	Iteration 16Q: 3 clusters Score -7888744 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -7888824.000000 Penalty: 5297.342285
	Iteration 17Q: 3 clusters Score -7888824 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -7888917.500000 Penalty: 5297.342285
	Iteration 18Q: 3 clusters Score -7888918 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 29346 members 
Entering Unmasked Estep 
Score: -7888964.000000 Penalty: 5297.342285
	Iteration 19Q: 3 clusters Score -7888964 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -7889024.500000 Penalty: 5297.342285
	Iteration 20F: 3 clusters Score -7889024 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -7889091.500000 Penalty: 5297.342285
	Iteration 21Q: 3 clusters Score -7889092 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 30387 members 
Entering Unmasked Estep 
Score: -7889189.500000 Penalty: 5297.342285
	Iteration 22Q: 3 clusters Score -7889190 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -7889232.000000 Penalty: 5297.342285
	Iteration 23Q: 3 clusters Score -7889232 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 31085 members 
Entering Unmasked Estep 
Score: -7889334.500000 Penalty: 5297.342285
	Iteration 24Q: 3 clusters Score -7889334 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -7889410.500000 Penalty: 5297.342285
	Iteration 25Q: 3 clusters Score -7889410 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 31931 members 
Entering Unmasked Estep 
Score: -7889512.000000 Penalty: 5297.342285
	Iteration 26Q: 3 clusters Score -7889512 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -7889630.000000 Penalty: 5297.342285
	Iteration 27Q: 3 clusters Score -7889630 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -7889750.000000 Penalty: 5297.342285
	Iteration 28Q: 3 clusters Score -7889750 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -7889886.000000 Penalty: 5297.342285
	Iteration 29Q: 3 clusters Score -7889886 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 33901 members 
Entering Unmasked Estep 
Score: -7890035.500000 Penalty: 5297.342285
	Iteration 30Q: 3 clusters Score -7890036 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -7890186.000000 Penalty: 5297.342285
	Iteration 31Q: 3 clusters Score -7890186 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -7890350.500000 Penalty: 5297.342285
	Iteration 32Q: 3 clusters Score -7890350 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 35511 members 
Entering Unmasked Estep 
Score: -7890541.000000 Penalty: 5297.342285
	Iteration 33Q: 3 clusters Score -7890541 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -7890740.500000 Penalty: 5297.342285
	Iteration 34Q: 3 clusters Score -7890740 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -7890981.500000 Penalty: 5297.342285
	Iteration 35Q: 3 clusters Score -7890982 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -7891192.000000 Penalty: 5297.342285
	Iteration 36Q: 3 clusters Score -7891192 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 37788 members 
Entering Unmasked Estep 
Score: -7891370.000000 Penalty: 5297.342285
	Iteration 37Q: 3 clusters Score -7891370 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -7891536.500000 Penalty: 5297.342285
	Iteration 38Q: 3 clusters Score -7891536 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -7891749.000000 Penalty: 5297.342285
	Iteration 39Q: 3 clusters Score -7891749 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 39257 members 
Entering Unmasked Estep 
Score: -7891966.000000 Penalty: 5297.342285
	Iteration 40F: 3 clusters Score -7891966 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 39691 members 
Entering Unmasked Estep 
Score: -7892128.500000 Penalty: 5297.342285
	Iteration 41Q: 3 clusters Score -7892128 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -7892286.500000 Penalty: 5297.342285
	Iteration 42Q: 3 clusters Score -7892286 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -7892433.500000 Penalty: 5297.342285
	Iteration 43Q: 3 clusters Score -7892434 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -7892570.500000 Penalty: 5297.342285
	Iteration 44Q: 3 clusters Score -7892570 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 41021 members 
Entering Unmasked Estep 
Score: -7892699.500000 Penalty: 5297.342285
	Iteration 45Q: 3 clusters Score -7892700 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -7892811.000000 Penalty: 5297.342285
	Iteration 46Q: 3 clusters Score -7892811 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 41456 members 
Entering Unmasked Estep 
Score: -7892886.500000 Penalty: 5297.342285
	Iteration 47Q: 3 clusters Score -7892886 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 41640 members 
Entering Unmasked Estep 
Score: -7892968.500000 Penalty: 5297.342285
	Iteration 48Q: 3 clusters Score -7892968 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -7893034.000000 Penalty: 5297.342285
	Iteration 49Q: 3 clusters Score -7893034 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 41926 members 
Entering Unmasked Estep 
Score: -7893088.500000 Penalty: 5297.342285
	Iteration 50Q: 3 clusters Score -7893088 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 42041 members 
Entering Unmasked Estep 
Score: -7893134.500000 Penalty: 5297.342285
	Iteration 51Q: 3 clusters Score -7893134 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 42142 members 
Entering Unmasked Estep 
Score: -7893176.500000 Penalty: 5297.342285
	Iteration 52Q: 3 clusters Score -7893176 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 42231 members 
Entering Unmasked Estep 
Score: -7893242.500000 Penalty: 5297.342285
	Iteration 53Q: 3 clusters Score -7893242 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 42304 members 
Entering Unmasked Estep 
Score: -7893276.000000 Penalty: 5297.342285
	Iteration 54Q: 3 clusters Score -7893276 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 42376 members 
Entering Unmasked Estep 
Score: -7893295.000000 Penalty: 5297.342285
	Iteration 55Q: 3 clusters Score -7893295 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 42438 members 
Entering Unmasked Estep 
Score: -7893335.500000 Penalty: 5297.342285
	Iteration 56Q: 3 clusters Score -7893336 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -7893380.500000 Penalty: 5297.342285
	Iteration 57Q: 3 clusters Score -7893380 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -7893404.000000 Penalty: 5297.342285
	Iteration 58Q: 3 clusters Score -7893404 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 42583 members 
Entering Unmasked Estep 
Score: -7893421.500000 Penalty: 5297.342285
	Iteration 59Q: 3 clusters Score -7893422 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 42616 members 
Entering Unmasked Estep 
Score: -7893432.500000 Penalty: 5297.342285
	Iteration 60F: 3 clusters Score -7893432 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 42648 members 
Entering Unmasked Estep 
Score: -7893454.000000 Penalty: 5297.342285
	Iteration 61Q: 3 clusters Score -7893454 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 42678 members 
Entering Unmasked Estep 
Score: -7893480.000000 Penalty: 5297.342285
	Iteration 62Q: 3 clusters Score -7893480 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
Score: -7893502.500000 Penalty: 5297.342285
	Iteration 63Q: 3 clusters Score -7893502 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 42729 members 
Entering Unmasked Estep 
Score: -7893525.500000 Penalty: 5297.342285
	Iteration 64Q: 3 clusters Score -7893526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 42754 members 
Entering Unmasked Estep 
Score: -7893525.000000 Penalty: 5297.342285
	Iteration 65Q: 3 clusters Score -7893525 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 42770 members 
Entering Unmasked Estep 
Score: -7893546.000000 Penalty: 5297.342285
	Iteration 66Q: 3 clusters Score -7893546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -7893564.000000 Penalty: 5297.342285
	Iteration 67Q: 3 clusters Score -7893564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 42787 members 
Entering Unmasked Estep 
Score: -7893564.000000 Penalty: 5297.342285
	Iteration 68Q: 3 clusters Score -7893564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 42794 members 
Entering Unmasked Estep 
Score: -7893568.500000 Penalty: 5297.342285
	Iteration 69Q: 3 clusters Score -7893568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 42800 members 
Entering Unmasked Estep 
Score: -7893583.000000 Penalty: 5297.342285
	Iteration 70Q: 3 clusters Score -7893583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 42809 members 
Entering Unmasked Estep 
Score: -7893588.000000 Penalty: 5297.342285
	Iteration 71Q: 3 clusters Score -7893588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 42816 members 
Entering Unmasked Estep 
Score: -7893594.500000 Penalty: 5297.342285
	Iteration 72Q: 3 clusters Score -7893594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 42821 members 
Entering Unmasked Estep 
Score: -7893597.500000 Penalty: 5297.342285
	Iteration 73Q: 3 clusters Score -7893598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 42825 members 
Entering Unmasked Estep 
Score: -7893607.000000 Penalty: 5297.342285
	Iteration 74Q: 3 clusters Score -7893607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -7893599.000000 Penalty: 5297.342285
	Iteration 75Q: 3 clusters Score -7893599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 42832 members 
Entering Unmasked Estep 
Score: -7893595.500000 Penalty: 5297.342285
	Iteration 76Q: 3 clusters Score -7893596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 42835 members 
Entering Unmasked Estep 
Score: -7893588.500000 Penalty: 5297.342285
	Iteration 77Q: 3 clusters Score -7893588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 42836 members 
Entering Unmasked Estep 
Score: -7893587.000000 Penalty: 5297.342285
	Iteration 78Q: 3 clusters Score -7893587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 42839 members 
Entering Unmasked Estep 
Score: -7893597.500000 Penalty: 5297.342285
	Iteration 79Q: 3 clusters Score -7893598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -7893597.500000 Penalty: 5297.342285
	Iteration 80F: 3 clusters Score -7893598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 42843 members 
Entering Unmasked Estep 
Score: -7893602.000000 Penalty: 5297.342285
	Iteration 81Q: 3 clusters Score -7893602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -7893605.000000 Penalty: 5297.342285
	Iteration 82Q: 3 clusters Score -7893605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -7893604.000000 Penalty: 5297.342285
	Iteration 83Q: 3 clusters Score -7893604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 42847 members 
Entering Unmasked Estep 
Score: -7893599.500000 Penalty: 5297.342285
	Iteration 84Q: 3 clusters Score -7893600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 42849 members 
Entering Unmasked Estep 
Score: -7893603.500000 Penalty: 5297.342285
	Iteration 85Q: 3 clusters Score -7893604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -7893610.000000 Penalty: 5297.342285
	Iteration 86Q: 3 clusters Score -7893610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 42858 members 
Entering Unmasked Estep 
Score: -7893614.000000 Penalty: 5297.342285
	Iteration 87Q: 3 clusters Score -7893614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -7893615.500000 Penalty: 5297.342285
	Iteration 88Q: 3 clusters Score -7893616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -7893615.500000 Penalty: 5297.342285
	Iteration 89F: 3 clusters Score -7893616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Entering Unmasked Estep 
Score: -209356.593750 Penalty: 1777.234009
	Iteration 0F: 2 clusters Score -209356.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -207222.703125 Penalty: 3554.468018
	Iteration 0F: 3 clusters Score -207222.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -207671.437500 Penalty: 3554.468018
	Iteration 1F: 3 clusters Score -207671.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -207868.062500 Penalty: 3554.468018
	Iteration 2F: 3 clusters Score -207868.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -208003.734375 Penalty: 3554.468018
	Iteration 3F: 3 clusters Score -208003.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -208139.718750 Penalty: 3554.468018
	Iteration 4F: 3 clusters Score -208139.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -208241.703125 Penalty: 3554.468018
	Iteration 5Q: 3 clusters Score -208241.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -208295.984375 Penalty: 3554.468018
	Iteration 6Q: 3 clusters Score -208296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -208327.718750 Penalty: 3554.468018
	Iteration 7Q: 3 clusters Score -208327.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -208342.687500 Penalty: 3554.468018
	Iteration 8Q: 3 clusters Score -208342.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -208349.921875 Penalty: 3554.468018
	Iteration 9Q: 3 clusters Score -208349.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -208350.578125 Penalty: 3554.468018
	Iteration 10Q: 3 clusters Score -208350.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -208352.968750 Penalty: 3554.468018
	Iteration 11Q: 3 clusters Score -208353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -208352.968750 Penalty: 3554.468018
	Iteration 12F: 3 clusters Score -208353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Entering Unmasked Estep 
Score: -100751.757812 Penalty: 1578.031006
	Iteration 0F: 2 clusters Score -100751.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -99181.171875 Penalty: 3156.062012
	Iteration 0F: 3 clusters Score -99181.17 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -99359.773438 Penalty: 3156.062012
	Iteration 1F: 3 clusters Score -99359.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -99398.007812 Penalty: 3156.062012
	Iteration 2Q: 3 clusters Score -99398.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -99413.062500 Penalty: 3156.062012
	Iteration 3Q: 3 clusters Score -99413.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -99430.835938 Penalty: 3156.062012
	Iteration 4Q: 3 clusters Score -99430.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -99436.640625 Penalty: 3156.062012
	Iteration 5Q: 3 clusters Score -99436.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -99449.210938 Penalty: 3156.062012
	Iteration 6Q: 3 clusters Score -99449.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -99455.476562 Penalty: 3156.062012
	Iteration 7Q: 3 clusters Score -99455.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -99459.953125 Penalty: 3156.062012
	Iteration 8Q: 3 clusters Score -99459.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -99460.835938 Penalty: 3156.062012
	Iteration 9Q: 3 clusters Score -99460.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -99463.375000 Penalty: 3156.062012
	Iteration 10Q: 3 clusters Score -99463.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -99465.234375 Penalty: 3156.062012
	Iteration 11Q: 3 clusters Score -99465.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -99471.500000 Penalty: 3156.062012
	Iteration 12Q: 3 clusters Score -99471.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -99475.203125 Penalty: 3156.062012
	Iteration 13Q: 3 clusters Score -99475.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -99476.492188 Penalty: 3156.062012
	Iteration 14Q: 3 clusters Score -99476.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -99476.492188 Penalty: 3156.062012
	Iteration 15F: 3 clusters Score -99476.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Entering Unmasked Estep 
Score: -97506.046875 Penalty: 1623.246704
	Iteration 0F: 2 clusters Score -97506.05 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 348 members 
Entering Unmasked Estep 
Score: -95944.406250 Penalty: 3246.493408
	Iteration 0F: 3 clusters Score -95944.41 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -96465.835938 Penalty: 3246.493408
	Iteration 1F: 3 clusters Score -96465.84 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -96668.781250 Penalty: 3246.493408
	Iteration 2F: 3 clusters Score -96668.78 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -96788.468750 Penalty: 3246.493408
	Iteration 3F: 3 clusters Score -96788.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -96901.460938 Penalty: 3246.493408
	Iteration 4Q: 3 clusters Score -96901.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -96968.101562 Penalty: 3246.493408
	Iteration 5Q: 3 clusters Score -96968.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -96981.562500 Penalty: 3246.493408
	Iteration 6Q: 3 clusters Score -96981.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -96996.835938 Penalty: 3246.493408
	Iteration 7Q: 3 clusters Score -96996.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -97007.445312 Penalty: 3246.493408
	Iteration 8Q: 3 clusters Score -97007.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -97012.234375 Penalty: 3246.493408
	Iteration 9Q: 3 clusters Score -97012.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -97012.234375 Penalty: 3246.493408
	Iteration 10F: 3 clusters Score -97012.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Entering Unmasked Estep 
Score: -102944.468750 Penalty: 1585.195435
	Iteration 0F: 2 clusters Score -102944.5 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 312 members 
Entering Unmasked Estep 
Score: -101361.851562 Penalty: 3170.390869
	Iteration 0F: 3 clusters Score -101361.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -101561.187500 Penalty: 3170.390869
	Iteration 1F: 3 clusters Score -101561.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -101637.710938 Penalty: 3170.390869
	Iteration 2Q: 3 clusters Score -101637.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -101659.437500 Penalty: 3170.390869
	Iteration 3Q: 3 clusters Score -101659.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -101676.585938 Penalty: 3170.390869
	Iteration 4Q: 3 clusters Score -101676.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -101678.710938 Penalty: 3170.390869
	Iteration 5Q: 3 clusters Score -101678.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -101684.320312 Penalty: 3170.390869
	Iteration 6Q: 3 clusters Score -101684.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -101692.062500 Penalty: 3170.390869
	Iteration 7Q: 3 clusters Score -101692.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -101692.062500 Penalty: 3170.390869
	Iteration 8F: 3 clusters Score -101692.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Entering Unmasked Estep 
Score: -104498.070312 Penalty: 1641.778198
	Iteration 0F: 2 clusters Score -104498.1 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 365 members 
Entering Unmasked Estep 
Score: -102884.195312 Penalty: 3283.556396
	Iteration 0F: 3 clusters Score -102884.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -103520.335938 Penalty: 3283.556396
	Iteration 1F: 3 clusters Score -103520.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -103864.335938 Penalty: 3283.556396
	Iteration 2F: 3 clusters Score -103864.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -104093.320312 Penalty: 3283.556396
	Iteration 3F: 3 clusters Score -104093.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -104249.296875 Penalty: 3283.556396
	Iteration 4Q: 3 clusters Score -104249.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -104381.875000 Penalty: 3283.556396
	Iteration 5Q: 3 clusters Score -104381.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -104533.570312 Penalty: 3283.556396
	Iteration 6Q: 3 clusters Score -104533.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -104579.890625 Penalty: 3283.556396
	Iteration 7Q: 3 clusters Score -104579.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -104604.304688 Penalty: 3283.556396
	Iteration 8Q: 3 clusters Score -104604.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -104625.195312 Penalty: 3283.556396
	Iteration 9Q: 3 clusters Score -104625.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -104652.187500 Penalty: 3283.556396
	Iteration 10Q: 3 clusters Score -104652.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -104733.226562 Penalty: 3283.556396
	Iteration 11Q: 3 clusters Score -104733.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -105054.429688 Penalty: 3283.556396
	Iteration 12Q: 3 clusters Score -105054.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -105183.109375 Penalty: 3283.556396
	Iteration 13Q: 3 clusters Score -105183.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -105258.218750 Penalty: 3283.556396
	Iteration 14Q: 3 clusters Score -105258.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -105279.484375 Penalty: 3283.556396
	Iteration 15Q: 3 clusters Score -105279.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -105280.820312 Penalty: 3283.556396
	Iteration 16Q: 3 clusters Score -105280.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -105282.382812 Penalty: 3283.556396
	Iteration 17Q: 3 clusters Score -105282.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -105282.382812 Penalty: 3283.556396
	Iteration 18F: 3 clusters Score -105282.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 42767 members 
Mstep: Class 5 contains 44829 members 
Mstep: Class 6 contains 45596 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43483 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 597 members 
Mstep: Class 13 contains 390 members 
Mstep: Class 14 contains 41149 members 
Mstep: Class 15 contains 44429 members 
Mstep: Class 16 contains 25635 members 
Mstep: Class 17 contains 40745 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 46568 members 
Mstep: Class 20 contains 49595 members 
Mstep: Class 21 contains 360 members 
Mstep: Class 22 contains 47828 members 
Mstep: Class 23 contains 49226 members 
Mstep: Class 24 contains 43475 members 
Entering Unmasked Estep 
Score: -111214128.000000 Penalty: 79364.328125
Splitting cluster 13 changes total score from -111214872.000000 to -111214128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (41149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41149 members 
Entering Unmasked Estep 
Score: -7523149.500000 Penalty: 2634.988770
	Iteration 0F: 2 clusters Score -7523150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -7495577.500000 Penalty: 5269.977539
	Iteration 0F: 3 clusters Score -7495578 nChanged 18701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -7505744.500000 Penalty: 5269.977539
	Iteration 1F: 3 clusters Score -7505744 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -7506723.000000 Penalty: 5269.977539
	Iteration 2Q: 3 clusters Score -7506723 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -7508333.500000 Penalty: 5269.977539
	Iteration 3F: 3 clusters Score -7508334 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 24679 members 
Entering Unmasked Estep 
Score: -7510651.500000 Penalty: 5269.977539
	Iteration 4F: 3 clusters Score -7510652 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 26899 members 
Entering Unmasked Estep 
Score: -7513548.000000 Penalty: 5269.977539
	Iteration 5F: 3 clusters Score -7513548 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -7516702.500000 Penalty: 5269.977539
	Iteration 6F: 3 clusters Score -7516702 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -7519366.000000 Penalty: 5269.977539
	Iteration 7F: 3 clusters Score -7519366 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -7520770.000000 Penalty: 5269.977539
	Iteration 8Q: 3 clusters Score -7520770 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -7521335.000000 Penalty: 5269.977539
	Iteration 9Q: 3 clusters Score -7521335 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -7521589.000000 Penalty: 5269.977539
	Iteration 10Q: 3 clusters Score -7521589 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -7521737.000000 Penalty: 5269.977539
	Iteration 11Q: 3 clusters Score -7521737 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -7521836.000000 Penalty: 5269.977539
	Iteration 12Q: 3 clusters Score -7521836 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -7521893.500000 Penalty: 5269.977539
	Iteration 13Q: 3 clusters Score -7521894 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -7521969.500000 Penalty: 5269.977539
	Iteration 14Q: 3 clusters Score -7521970 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -7522040.000000 Penalty: 5269.977539
	Iteration 15Q: 3 clusters Score -7522040 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -7522060.500000 Penalty: 5269.977539
	Iteration 16Q: 3 clusters Score -7522060 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 34146 members 
Entering Unmasked Estep 
Score: -7522082.000000 Penalty: 5269.977539
	Iteration 17Q: 3 clusters Score -7522082 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 34282 members 
Entering Unmasked Estep 
Score: -7522101.500000 Penalty: 5269.977539
	Iteration 18Q: 3 clusters Score -7522102 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -7522124.000000 Penalty: 5269.977539
	Iteration 19Q: 3 clusters Score -7522124 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 34523 members 
Entering Unmasked Estep 
Score: -7522148.500000 Penalty: 5269.977539
	Iteration 20F: 3 clusters Score -7522148 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 34626 members 
Entering Unmasked Estep 
Score: -7522158.500000 Penalty: 5269.977539
	Iteration 21Q: 3 clusters Score -7522158 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 34718 members 
Entering Unmasked Estep 
Score: -7522169.000000 Penalty: 5269.977539
	Iteration 22Q: 3 clusters Score -7522169 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -7522172.000000 Penalty: 5269.977539
	Iteration 23Q: 3 clusters Score -7522172 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -7522191.500000 Penalty: 5269.977539
	Iteration 24Q: 3 clusters Score -7522192 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -7522214.500000 Penalty: 5269.977539
	Iteration 25Q: 3 clusters Score -7522214 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 34997 members 
Entering Unmasked Estep 
Score: -7522210.500000 Penalty: 5269.977539
	Iteration 26Q: 3 clusters Score -7522210 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -7522224.500000 Penalty: 5269.977539
	Iteration 27Q: 3 clusters Score -7522224 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -7522249.500000 Penalty: 5269.977539
	Iteration 28Q: 3 clusters Score -7522250 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -7522254.500000 Penalty: 5269.977539
	Iteration 29Q: 3 clusters Score -7522254 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 35281 members 
Entering Unmasked Estep 
Score: -7522264.000000 Penalty: 5269.977539
	Iteration 30Q: 3 clusters Score -7522264 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -7522273.500000 Penalty: 5269.977539
	Iteration 31Q: 3 clusters Score -7522274 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -7522272.000000 Penalty: 5269.977539
	Iteration 32Q: 3 clusters Score -7522272 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 35454 members 
Entering Unmasked Estep 
Score: -7522285.500000 Penalty: 5269.977539
	Iteration 33Q: 3 clusters Score -7522286 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -7522290.000000 Penalty: 5269.977539
	Iteration 34Q: 3 clusters Score -7522290 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -7522308.000000 Penalty: 5269.977539
	Iteration 35Q: 3 clusters Score -7522308 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 35662 members 
Entering Unmasked Estep 
Score: -7522309.500000 Penalty: 5269.977539
	Iteration 36Q: 3 clusters Score -7522310 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -7522319.000000 Penalty: 5269.977539
	Iteration 37Q: 3 clusters Score -7522319 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 35767 members 
Entering Unmasked Estep 
Score: -7522319.000000 Penalty: 5269.977539
	Iteration 38Q: 3 clusters Score -7522319 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -7522320.000000 Penalty: 5269.977539
	Iteration 39Q: 3 clusters Score -7522320 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 35844 members 
Entering Unmasked Estep 
Score: -7522308.500000 Penalty: 5269.977539
	Iteration 40F: 3 clusters Score -7522308 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -7522313.000000 Penalty: 5269.977539
	Iteration 41Q: 3 clusters Score -7522313 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -7522300.500000 Penalty: 5269.977539
	Iteration 42Q: 3 clusters Score -7522300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -7522314.500000 Penalty: 5269.977539
	Iteration 43Q: 3 clusters Score -7522314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -7522312.000000 Penalty: 5269.977539
	Iteration 44Q: 3 clusters Score -7522312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -7522306.000000 Penalty: 5269.977539
	Iteration 45Q: 3 clusters Score -7522306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -7522303.500000 Penalty: 5269.977539
	Iteration 46Q: 3 clusters Score -7522304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -7522303.000000 Penalty: 5269.977539
	Iteration 47Q: 3 clusters Score -7522303 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -7522308.000000 Penalty: 5269.977539
	Iteration 48Q: 3 clusters Score -7522308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -7522295.000000 Penalty: 5269.977539
	Iteration 49Q: 3 clusters Score -7522295 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 36059 members 
Entering Unmasked Estep 
Score: -7522304.000000 Penalty: 5269.977539
	Iteration 50Q: 3 clusters Score -7522304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -7522299.000000 Penalty: 5269.977539
	Iteration 51Q: 3 clusters Score -7522299 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -7522316.500000 Penalty: 5269.977539
	Iteration 52Q: 3 clusters Score -7522316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -7522320.500000 Penalty: 5269.977539
	Iteration 53Q: 3 clusters Score -7522320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -7522326.500000 Penalty: 5269.977539
	Iteration 54Q: 3 clusters Score -7522326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -7522326.000000 Penalty: 5269.977539
	Iteration 55Q: 3 clusters Score -7522326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -7522321.000000 Penalty: 5269.977539
	Iteration 56Q: 3 clusters Score -7522321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -7522323.000000 Penalty: 5269.977539
	Iteration 57Q: 3 clusters Score -7522323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 36161 members 
Entering Unmasked Estep 
Score: -7522325.000000 Penalty: 5269.977539
	Iteration 58Q: 3 clusters Score -7522325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 36163 members 
Entering Unmasked Estep 
Score: -7522327.000000 Penalty: 5269.977539
	Iteration 59Q: 3 clusters Score -7522327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 36167 members 
Entering Unmasked Estep 
Score: -7522325.000000 Penalty: 5269.977539
	Iteration 60F: 3 clusters Score -7522325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -7522322.500000 Penalty: 5269.977539
	Iteration 61Q: 3 clusters Score -7522322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -7522323.000000 Penalty: 5269.977539
	Iteration 62Q: 3 clusters Score -7522323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 36178 members 
Entering Unmasked Estep 
Score: -7522322.500000 Penalty: 5269.977539
	Iteration 63Q: 3 clusters Score -7522322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -7522320.000000 Penalty: 5269.977539
	Iteration 64Q: 3 clusters Score -7522320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -7522327.000000 Penalty: 5269.977539
	Iteration 65Q: 3 clusters Score -7522327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 36201 members 
Entering Unmasked Estep 
Score: -7522328.500000 Penalty: 5269.977539
	Iteration 66Q: 3 clusters Score -7522328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 36205 members 
Entering Unmasked Estep 
Score: -7522324.500000 Penalty: 5269.977539
	Iteration 67Q: 3 clusters Score -7522324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 36207 members 
Entering Unmasked Estep 
Score: -7522328.500000 Penalty: 5269.977539
	Iteration 68Q: 3 clusters Score -7522328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -7522326.000000 Penalty: 5269.977539
	Iteration 69Q: 3 clusters Score -7522326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 36212 members 
Entering Unmasked Estep 
Score: -7522329.500000 Penalty: 5269.977539
	Iteration 70Q: 3 clusters Score -7522330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -7522326.500000 Penalty: 5269.977539
	Iteration 71Q: 3 clusters Score -7522326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 36216 members 
Entering Unmasked Estep 
Score: -7522331.000000 Penalty: 5269.977539
	Iteration 72Q: 3 clusters Score -7522331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -7522332.000000 Penalty: 5269.977539
	Iteration 73Q: 3 clusters Score -7522332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -7522336.000000 Penalty: 5269.977539
	Iteration 74Q: 3 clusters Score -7522336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
Score: -7522335.500000 Penalty: 5269.977539
	Iteration 75Q: 3 clusters Score -7522336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
Score: -7522341.500000 Penalty: 5269.977539
	Iteration 76Q: 3 clusters Score -7522342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 36239 members 
Entering Unmasked Estep 
Score: -7522347.500000 Penalty: 5269.977539
	Iteration 77Q: 3 clusters Score -7522348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -7522348.500000 Penalty: 5269.977539
	Iteration 78Q: 3 clusters Score -7522348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 36248 members 
Entering Unmasked Estep 
Score: -7522354.000000 Penalty: 5269.977539
	Iteration 79Q: 3 clusters Score -7522354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -7522356.500000 Penalty: 5269.977539
	Iteration 80F: 3 clusters Score -7522356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 36259 members 
Entering Unmasked Estep 
Score: -7522355.000000 Penalty: 5269.977539
	Iteration 81Q: 3 clusters Score -7522355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 36265 members 
Entering Unmasked Estep 
Score: -7522349.000000 Penalty: 5269.977539
	Iteration 82Q: 3 clusters Score -7522349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -7522355.000000 Penalty: 5269.977539
	Iteration 83Q: 3 clusters Score -7522355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -7522348.500000 Penalty: 5269.977539
	Iteration 84Q: 3 clusters Score -7522348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 36278 members 
Entering Unmasked Estep 
Score: -7522353.000000 Penalty: 5269.977539
	Iteration 85Q: 3 clusters Score -7522353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 36281 members 
Entering Unmasked Estep 
Score: -7522345.500000 Penalty: 5269.977539
	Iteration 86Q: 3 clusters Score -7522346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 36285 members 
Entering Unmasked Estep 
Score: -7522350.000000 Penalty: 5269.977539
	Iteration 87Q: 3 clusters Score -7522350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 36289 members 
Entering Unmasked Estep 
Score: -7522352.500000 Penalty: 5269.977539
	Iteration 88Q: 3 clusters Score -7522352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -7522347.000000 Penalty: 5269.977539
	Iteration 89Q: 3 clusters Score -7522347 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -7522351.000000 Penalty: 5269.977539
	Iteration 90Q: 3 clusters Score -7522351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 36298 members 
Entering Unmasked Estep 
Score: -7522348.500000 Penalty: 5269.977539
	Iteration 91Q: 3 clusters Score -7522348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 36298 members 
Entering Unmasked Estep 
Score: -7522348.500000 Penalty: 5269.977539
	Iteration 92F: 3 clusters Score -7522348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Entering Unmasked Estep 
Score: -8211131.500000 Penalty: 2654.008545
	Iteration 0F: 2 clusters Score -8211132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -8182776.000000 Penalty: 5308.017090
	Iteration 0F: 3 clusters Score -8182776 nChanged 20263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -8193912.000000 Penalty: 5308.017090
	Iteration 1F: 3 clusters Score -8193912 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -8194509.500000 Penalty: 5308.017090
	Iteration 2Q: 3 clusters Score -8194510 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -8195227.500000 Penalty: 5308.017090
	Iteration 3Q: 3 clusters Score -8195228 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -8196112.500000 Penalty: 5308.017090
	Iteration 4Q: 3 clusters Score -8196112 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 27450 members 
Entering Unmasked Estep 
Score: -8197304.500000 Penalty: 5308.017090
	Iteration 5F: 3 clusters Score -8197304 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -8198960.500000 Penalty: 5308.017090
	Iteration 6F: 3 clusters Score -8198960 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 31708 members 
Entering Unmasked Estep 
Score: -8201192.500000 Penalty: 5308.017090
	Iteration 7F: 3 clusters Score -8201192 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -8203536.500000 Penalty: 5308.017090
	Iteration 8F: 3 clusters Score -8203536 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -8205640.000000 Penalty: 5308.017090
	Iteration 9F: 3 clusters Score -8205640 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -8207112.000000 Penalty: 5308.017090
	Iteration 10Q: 3 clusters Score -8207112 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 38075 members 
Entering Unmasked Estep 
Score: -8207878.500000 Penalty: 5308.017090
	Iteration 11Q: 3 clusters Score -8207878 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -8208288.000000 Penalty: 5308.017090
	Iteration 12Q: 3 clusters Score -8208288 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 39164 members 
Entering Unmasked Estep 
Score: -8208576.000000 Penalty: 5308.017090
	Iteration 13Q: 3 clusters Score -8208576 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 39540 members 
Entering Unmasked Estep 
Score: -8208804.000000 Penalty: 5308.017090
	Iteration 14Q: 3 clusters Score -8208804 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -8208962.000000 Penalty: 5308.017090
	Iteration 15Q: 3 clusters Score -8208962 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -8209102.000000 Penalty: 5308.017090
	Iteration 16Q: 3 clusters Score -8209102 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -8209213.000000 Penalty: 5308.017090
	Iteration 17Q: 3 clusters Score -8209213 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -8209305.500000 Penalty: 5308.017090
	Iteration 18Q: 3 clusters Score -8209306 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 40703 members 
Entering Unmasked Estep 
Score: -8209361.000000 Penalty: 5308.017090
	Iteration 19Q: 3 clusters Score -8209361 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -8209417.500000 Penalty: 5308.017090
	Iteration 20F: 3 clusters Score -8209418 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 40971 members 
Entering Unmasked Estep 
Score: -8209472.500000 Penalty: 5308.017090
	Iteration 21Q: 3 clusters Score -8209472 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -8209510.000000 Penalty: 5308.017090
	Iteration 22Q: 3 clusters Score -8209510 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 41232 members 
Entering Unmasked Estep 
Score: -8209555.500000 Penalty: 5308.017090
	Iteration 23Q: 3 clusters Score -8209556 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -8209581.500000 Penalty: 5308.017090
	Iteration 24Q: 3 clusters Score -8209582 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 41466 members 
Entering Unmasked Estep 
Score: -8209629.000000 Penalty: 5308.017090
	Iteration 25Q: 3 clusters Score -8209629 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -8209652.500000 Penalty: 5308.017090
	Iteration 26Q: 3 clusters Score -8209652 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -8209683.000000 Penalty: 5308.017090
	Iteration 27Q: 3 clusters Score -8209683 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 41727 members 
Entering Unmasked Estep 
Score: -8209674.500000 Penalty: 5308.017090
	Iteration 28Q: 3 clusters Score -8209674 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -8209685.500000 Penalty: 5308.017090
	Iteration 29Q: 3 clusters Score -8209686 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -8209683.000000 Penalty: 5308.017090
	Iteration 30Q: 3 clusters Score -8209683 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
Score: -8209695.000000 Penalty: 5308.017090
	Iteration 31Q: 3 clusters Score -8209695 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 41993 members 
Entering Unmasked Estep 
Score: -8209695.000000 Penalty: 5308.017090
	Iteration 32Q: 3 clusters Score -8209695 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -8209693.000000 Penalty: 5308.017090
	Iteration 33Q: 3 clusters Score -8209693 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 42098 members 
Entering Unmasked Estep 
Score: -8209696.500000 Penalty: 5308.017090
	Iteration 34Q: 3 clusters Score -8209696 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -8209712.500000 Penalty: 5308.017090
	Iteration 35Q: 3 clusters Score -8209712 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -8209709.000000 Penalty: 5308.017090
	Iteration 36Q: 3 clusters Score -8209709 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 42228 members 
Entering Unmasked Estep 
Score: -8209695.500000 Penalty: 5308.017090
	Iteration 37Q: 3 clusters Score -8209696 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 42263 members 
Entering Unmasked Estep 
Score: -8209695.000000 Penalty: 5308.017090
	Iteration 38Q: 3 clusters Score -8209695 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -8209716.000000 Penalty: 5308.017090
	Iteration 39Q: 3 clusters Score -8209716 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 42323 members 
Entering Unmasked Estep 
Score: -8209713.500000 Penalty: 5308.017090
	Iteration 40F: 3 clusters Score -8209714 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 42355 members 
Entering Unmasked Estep 
Score: -8209700.000000 Penalty: 5308.017090
	Iteration 41Q: 3 clusters Score -8209700 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 42391 members 
Entering Unmasked Estep 
Score: -8209701.500000 Penalty: 5308.017090
	Iteration 42Q: 3 clusters Score -8209702 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -8209714.000000 Penalty: 5308.017090
	Iteration 43Q: 3 clusters Score -8209714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 42441 members 
Entering Unmasked Estep 
Score: -8209711.500000 Penalty: 5308.017090
	Iteration 44Q: 3 clusters Score -8209712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -8209720.500000 Penalty: 5308.017090
	Iteration 45Q: 3 clusters Score -8209720 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -8209715.500000 Penalty: 5308.017090
	Iteration 46Q: 3 clusters Score -8209716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 42494 members 
Entering Unmasked Estep 
Score: -8209720.500000 Penalty: 5308.017090
	Iteration 47Q: 3 clusters Score -8209720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 42514 members 
Entering Unmasked Estep 
Score: -8209711.500000 Penalty: 5308.017090
	Iteration 48Q: 3 clusters Score -8209712 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 42532 members 
Entering Unmasked Estep 
Score: -8209706.500000 Penalty: 5308.017090
	Iteration 49Q: 3 clusters Score -8209706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 42548 members 
Entering Unmasked Estep 
Score: -8209705.000000 Penalty: 5308.017090
	Iteration 50Q: 3 clusters Score -8209705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 42564 members 
Entering Unmasked Estep 
Score: -8209710.500000 Penalty: 5308.017090
	Iteration 51Q: 3 clusters Score -8209710 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 42571 members 
Entering Unmasked Estep 
Score: -8209701.000000 Penalty: 5308.017090
	Iteration 52Q: 3 clusters Score -8209701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -8209685.000000 Penalty: 5308.017090
	Iteration 53Q: 3 clusters Score -8209685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -8209692.500000 Penalty: 5308.017090
	Iteration 54Q: 3 clusters Score -8209692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -8209688.500000 Penalty: 5308.017090
	Iteration 55Q: 3 clusters Score -8209688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 42625 members 
Entering Unmasked Estep 
Score: -8209692.500000 Penalty: 5308.017090
	Iteration 56Q: 3 clusters Score -8209692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 42648 members 
Entering Unmasked Estep 
Score: -8209701.000000 Penalty: 5308.017090
	Iteration 57Q: 3 clusters Score -8209701 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 42668 members 
Entering Unmasked Estep 
Score: -8209698.500000 Penalty: 5308.017090
	Iteration 58Q: 3 clusters Score -8209698 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 42695 members 
Entering Unmasked Estep 
Score: -8209683.000000 Penalty: 5308.017090
	Iteration 59Q: 3 clusters Score -8209683 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -8209691.500000 Penalty: 5308.017090
	Iteration 60F: 3 clusters Score -8209692 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 42755 members 
Entering Unmasked Estep 
Score: -8209692.500000 Penalty: 5308.017090
	Iteration 61Q: 3 clusters Score -8209692 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 42788 members 
Entering Unmasked Estep 
Score: -8209692.000000 Penalty: 5308.017090
	Iteration 62Q: 3 clusters Score -8209692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 42809 members 
Entering Unmasked Estep 
Score: -8209695.000000 Penalty: 5308.017090
	Iteration 63Q: 3 clusters Score -8209695 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -8209691.000000 Penalty: 5308.017090
	Iteration 64Q: 3 clusters Score -8209691 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -8209694.500000 Penalty: 5308.017090
	Iteration 65Q: 3 clusters Score -8209694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -8209692.500000 Penalty: 5308.017090
	Iteration 66Q: 3 clusters Score -8209692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 42894 members 
Entering Unmasked Estep 
Score: -8209680.500000 Penalty: 5308.017090
	Iteration 67Q: 3 clusters Score -8209680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
Score: -8209689.000000 Penalty: 5308.017090
	Iteration 68Q: 3 clusters Score -8209689 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 42934 members 
Entering Unmasked Estep 
Score: -8209688.500000 Penalty: 5308.017090
	Iteration 69Q: 3 clusters Score -8209688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -8209698.500000 Penalty: 5308.017090
	Iteration 70Q: 3 clusters Score -8209698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 42962 members 
Entering Unmasked Estep 
Score: -8209684.500000 Penalty: 5308.017090
	Iteration 71Q: 3 clusters Score -8209684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -8209688.000000 Penalty: 5308.017090
	Iteration 72Q: 3 clusters Score -8209688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 42987 members 
Entering Unmasked Estep 
Score: -8209683.500000 Penalty: 5308.017090
	Iteration 73Q: 3 clusters Score -8209684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 42998 members 
Entering Unmasked Estep 
Score: -8209664.000000 Penalty: 5308.017090
	Iteration 74Q: 3 clusters Score -8209664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 43005 members 
Entering Unmasked Estep 
Score: -8209668.500000 Penalty: 5308.017090
	Iteration 75Q: 3 clusters Score -8209668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 43011 members 
Entering Unmasked Estep 
Score: -8209671.000000 Penalty: 5308.017090
	Iteration 76Q: 3 clusters Score -8209671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 43017 members 
Entering Unmasked Estep 
Score: -8209673.000000 Penalty: 5308.017090
	Iteration 77Q: 3 clusters Score -8209673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -8209678.000000 Penalty: 5308.017090
	Iteration 78Q: 3 clusters Score -8209678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 43028 members 
Entering Unmasked Estep 
Score: -8209667.000000 Penalty: 5308.017090
	Iteration 79Q: 3 clusters Score -8209667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 43032 members 
Entering Unmasked Estep 
Score: -8209673.000000 Penalty: 5308.017090
	Iteration 80F: 3 clusters Score -8209673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -8209671.000000 Penalty: 5308.017090
	Iteration 81Q: 3 clusters Score -8209671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -8209670.000000 Penalty: 5308.017090
	Iteration 82Q: 3 clusters Score -8209670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -8209666.500000 Penalty: 5308.017090
	Iteration 83Q: 3 clusters Score -8209666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -8209672.000000 Penalty: 5308.017090
	Iteration 84Q: 3 clusters Score -8209672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 43050 members 
Entering Unmasked Estep 
Score: -8209669.000000 Penalty: 5308.017090
	Iteration 85Q: 3 clusters Score -8209669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 43052 members 
Entering Unmasked Estep 
Score: -8209669.500000 Penalty: 5308.017090
	Iteration 86Q: 3 clusters Score -8209670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -8209667.000000 Penalty: 5308.017090
	Iteration 87Q: 3 clusters Score -8209667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 43055 members 
Entering Unmasked Estep 
Score: -8209669.500000 Penalty: 5308.017090
	Iteration 88Q: 3 clusters Score -8209670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 43055 members 
Entering Unmasked Estep 
Score: -8209669.500000 Penalty: 5308.017090
	Iteration 89F: 3 clusters Score -8209670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Entering Unmasked Estep 
Score: -4557209.000000 Penalty: 2517.625244
	Iteration 0F: 2 clusters Score -4557209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -4539521.000000 Penalty: 5035.250488
	Iteration 0F: 3 clusters Score -4539521 nChanged 11436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -4545409.500000 Penalty: 5035.250488
	Iteration 1F: 3 clusters Score -4545410 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -4545749.000000 Penalty: 5035.250488
	Iteration 2Q: 3 clusters Score -4545749 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -4546030.500000 Penalty: 5035.250488
	Iteration 3Q: 3 clusters Score -4546030 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -4546253.000000 Penalty: 5035.250488
	Iteration 4Q: 3 clusters Score -4546253 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -4546508.000000 Penalty: 5035.250488
	Iteration 5Q: 3 clusters Score -4546508 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -4546779.000000 Penalty: 5035.250488
	Iteration 6Q: 3 clusters Score -4546779 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -4547162.000000 Penalty: 5035.250488
	Iteration 7Q: 3 clusters Score -4547162 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -4547707.500000 Penalty: 5035.250488
	Iteration 8Q: 3 clusters Score -4547708 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -4548489.500000 Penalty: 5035.250488
	Iteration 9F: 3 clusters Score -4548490 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -4549647.500000 Penalty: 5035.250488
	Iteration 10F: 3 clusters Score -4549648 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -4551088.000000 Penalty: 5035.250488
	Iteration 11F: 3 clusters Score -4551088 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -4552481.500000 Penalty: 5035.250488
	Iteration 12F: 3 clusters Score -4552482 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -4553594.000000 Penalty: 5035.250488
	Iteration 13Q: 3 clusters Score -4553594 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -4554293.000000 Penalty: 5035.250488
	Iteration 14Q: 3 clusters Score -4554293 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -4554681.000000 Penalty: 5035.250488
	Iteration 15Q: 3 clusters Score -4554681 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -4554890.500000 Penalty: 5035.250488
	Iteration 16Q: 3 clusters Score -4554890 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -4555021.000000 Penalty: 5035.250488
	Iteration 17Q: 3 clusters Score -4555021 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -4555109.500000 Penalty: 5035.250488
	Iteration 18Q: 3 clusters Score -4555110 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -4555179.500000 Penalty: 5035.250488
	Iteration 19Q: 3 clusters Score -4555180 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -4555213.500000 Penalty: 5035.250488
	Iteration 20F: 3 clusters Score -4555214 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -4555232.500000 Penalty: 5035.250488
	Iteration 21Q: 3 clusters Score -4555232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -4555243.500000 Penalty: 5035.250488
	Iteration 22Q: 3 clusters Score -4555244 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -4555262.500000 Penalty: 5035.250488
	Iteration 23Q: 3 clusters Score -4555262 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -4555272.000000 Penalty: 5035.250488
	Iteration 24Q: 3 clusters Score -4555272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -4555286.500000 Penalty: 5035.250488
	Iteration 25Q: 3 clusters Score -4555286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 25131 members 
Entering Unmasked Estep 
Score: -4555298.000000 Penalty: 5035.250488
	Iteration 26Q: 3 clusters Score -4555298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -4555309.500000 Penalty: 5035.250488
	Iteration 27Q: 3 clusters Score -4555310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 25138 members 
Entering Unmasked Estep 
Score: -4555314.000000 Penalty: 5035.250488
	Iteration 28Q: 3 clusters Score -4555314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
Score: -4555312.500000 Penalty: 5035.250488
	Iteration 29Q: 3 clusters Score -4555312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -4555310.500000 Penalty: 5035.250488
	Iteration 30Q: 3 clusters Score -4555310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -4555310.500000 Penalty: 5035.250488
	Iteration 31F: 3 clusters Score -4555310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (40745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Entering Unmasked Estep 
Score: -7476126.000000 Penalty: 2632.541992
	Iteration 0F: 2 clusters Score -7476126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -7448901.500000 Penalty: 5265.083984
	Iteration 0F: 3 clusters Score -7448902 nChanged 18493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -7458939.500000 Penalty: 5265.083984
	Iteration 1F: 3 clusters Score -7458940 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -7459578.000000 Penalty: 5265.083984
	Iteration 2Q: 3 clusters Score -7459578 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -7460471.000000 Penalty: 5265.083984
	Iteration 3Q: 3 clusters Score -7460471 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -7461718.000000 Penalty: 5265.083984
	Iteration 4F: 3 clusters Score -7461718 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -7463359.000000 Penalty: 5265.083984
	Iteration 5F: 3 clusters Score -7463359 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -7465516.000000 Penalty: 5265.083984
	Iteration 6F: 3 clusters Score -7465516 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -7468068.000000 Penalty: 5265.083984
	Iteration 7F: 3 clusters Score -7468068 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -7470642.000000 Penalty: 5265.083984
	Iteration 8F: 3 clusters Score -7470642 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
Score: -7472272.000000 Penalty: 5265.083984
	Iteration 9Q: 3 clusters Score -7472272 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 32039 members 
Entering Unmasked Estep 
Score: -7472906.000000 Penalty: 5265.083984
	Iteration 10Q: 3 clusters Score -7472906 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -7473210.500000 Penalty: 5265.083984
	Iteration 11Q: 3 clusters Score -7473210 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 33271 members 
Entering Unmasked Estep 
Score: -7473419.000000 Penalty: 5265.083984
	Iteration 12Q: 3 clusters Score -7473419 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -7473547.500000 Penalty: 5265.083984
	Iteration 13Q: 3 clusters Score -7473548 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
Score: -7473691.500000 Penalty: 5265.083984
	Iteration 14Q: 3 clusters Score -7473692 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 34724 members 
Entering Unmasked Estep 
Score: -7473788.500000 Penalty: 5265.083984
	Iteration 15Q: 3 clusters Score -7473788 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -7473869.500000 Penalty: 5265.083984
	Iteration 16Q: 3 clusters Score -7473870 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -7473973.500000 Penalty: 5265.083984
	Iteration 17Q: 3 clusters Score -7473974 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -7474033.000000 Penalty: 5265.083984
	Iteration 18Q: 3 clusters Score -7474033 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 36197 members 
Entering Unmasked Estep 
Score: -7474104.500000 Penalty: 5265.083984
	Iteration 19Q: 3 clusters Score -7474104 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -7474164.500000 Penalty: 5265.083984
	Iteration 20F: 3 clusters Score -7474164 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -7474209.500000 Penalty: 5265.083984
	Iteration 21Q: 3 clusters Score -7474210 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -7474231.500000 Penalty: 5265.083984
	Iteration 22Q: 3 clusters Score -7474232 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 37268 members 
Entering Unmasked Estep 
Score: -7474313.000000 Penalty: 5265.083984
	Iteration 23Q: 3 clusters Score -7474313 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -7474357.000000 Penalty: 5265.083984
	Iteration 24Q: 3 clusters Score -7474357 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 37673 members 
Entering Unmasked Estep 
Score: -7474404.000000 Penalty: 5265.083984
	Iteration 25Q: 3 clusters Score -7474404 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -7474444.000000 Penalty: 5265.083984
	Iteration 26Q: 3 clusters Score -7474444 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 37999 members 
Entering Unmasked Estep 
Score: -7474457.000000 Penalty: 5265.083984
	Iteration 27Q: 3 clusters Score -7474457 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -7474460.000000 Penalty: 5265.083984
	Iteration 28Q: 3 clusters Score -7474460 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 38212 members 
Entering Unmasked Estep 
Score: -7474481.000000 Penalty: 5265.083984
	Iteration 29Q: 3 clusters Score -7474481 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 38297 members 
Entering Unmasked Estep 
Score: -7474485.500000 Penalty: 5265.083984
	Iteration 30Q: 3 clusters Score -7474486 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
Score: -7474505.500000 Penalty: 5265.083984
	Iteration 31Q: 3 clusters Score -7474506 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -7474511.000000 Penalty: 5265.083984
	Iteration 32Q: 3 clusters Score -7474511 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -7474517.500000 Penalty: 5265.083984
	Iteration 33Q: 3 clusters Score -7474518 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 38524 members 
Entering Unmasked Estep 
Score: -7474518.500000 Penalty: 5265.083984
	Iteration 34Q: 3 clusters Score -7474518 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 38570 members 
Entering Unmasked Estep 
Score: -7474511.000000 Penalty: 5265.083984
	Iteration 35Q: 3 clusters Score -7474511 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 38610 members 
Entering Unmasked Estep 
Score: -7474526.000000 Penalty: 5265.083984
	Iteration 36Q: 3 clusters Score -7474526 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 38646 members 
Entering Unmasked Estep 
Score: -7474539.000000 Penalty: 5265.083984
	Iteration 37Q: 3 clusters Score -7474539 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -7474533.000000 Penalty: 5265.083984
	Iteration 38Q: 3 clusters Score -7474533 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 38703 members 
Entering Unmasked Estep 
Score: -7474530.500000 Penalty: 5265.083984
	Iteration 39Q: 3 clusters Score -7474530 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 38735 members 
Entering Unmasked Estep 
Score: -7474524.500000 Penalty: 5265.083984
	Iteration 40F: 3 clusters Score -7474524 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -7474527.000000 Penalty: 5265.083984
	Iteration 41Q: 3 clusters Score -7474527 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -7474524.500000 Penalty: 5265.083984
	Iteration 42Q: 3 clusters Score -7474524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 38820 members 
Entering Unmasked Estep 
Score: -7474533.500000 Penalty: 5265.083984
	Iteration 43Q: 3 clusters Score -7474534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 38835 members 
Entering Unmasked Estep 
Score: -7474534.500000 Penalty: 5265.083984
	Iteration 44Q: 3 clusters Score -7474534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 38846 members 
Entering Unmasked Estep 
Score: -7474529.000000 Penalty: 5265.083984
	Iteration 45Q: 3 clusters Score -7474529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -7474530.000000 Penalty: 5265.083984
	Iteration 46Q: 3 clusters Score -7474530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -7474541.000000 Penalty: 5265.083984
	Iteration 47Q: 3 clusters Score -7474541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -7474539.000000 Penalty: 5265.083984
	Iteration 48Q: 3 clusters Score -7474539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -7474550.500000 Penalty: 5265.083984
	Iteration 49Q: 3 clusters Score -7474550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 38885 members 
Entering Unmasked Estep 
Score: -7474544.000000 Penalty: 5265.083984
	Iteration 50Q: 3 clusters Score -7474544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -7474558.000000 Penalty: 5265.083984
	Iteration 51Q: 3 clusters Score -7474558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
Score: -7474552.500000 Penalty: 5265.083984
	Iteration 52Q: 3 clusters Score -7474552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 38906 members 
Entering Unmasked Estep 
Score: -7474545.000000 Penalty: 5265.083984
	Iteration 53Q: 3 clusters Score -7474545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 38910 members 
Entering Unmasked Estep 
Score: -7474544.000000 Penalty: 5265.083984
	Iteration 54Q: 3 clusters Score -7474544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -7474538.000000 Penalty: 5265.083984
	Iteration 55Q: 3 clusters Score -7474538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -7474539.000000 Penalty: 5265.083984
	Iteration 56Q: 3 clusters Score -7474539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 38921 members 
Entering Unmasked Estep 
Score: -7474536.500000 Penalty: 5265.083984
	Iteration 57Q: 3 clusters Score -7474536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 38924 members 
Entering Unmasked Estep 
Score: -7474534.000000 Penalty: 5265.083984
	Iteration 58Q: 3 clusters Score -7474534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 38928 members 
Entering Unmasked Estep 
Score: -7474539.000000 Penalty: 5265.083984
	Iteration 59Q: 3 clusters Score -7474539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 38930 members 
Entering Unmasked Estep 
Score: -7474538.000000 Penalty: 5265.083984
	Iteration 60F: 3 clusters Score -7474538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 38933 members 
Entering Unmasked Estep 
Score: -7474536.000000 Penalty: 5265.083984
	Iteration 61Q: 3 clusters Score -7474536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 38941 members 
Entering Unmasked Estep 
Score: -7474538.500000 Penalty: 5265.083984
	Iteration 62Q: 3 clusters Score -7474538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -7474543.500000 Penalty: 5265.083984
	Iteration 63Q: 3 clusters Score -7474544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -7474538.000000 Penalty: 5265.083984
	Iteration 64Q: 3 clusters Score -7474538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -7474539.500000 Penalty: 5265.083984
	Iteration 65Q: 3 clusters Score -7474540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 38959 members 
Entering Unmasked Estep 
Score: -7474543.500000 Penalty: 5265.083984
	Iteration 66Q: 3 clusters Score -7474544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -7474544.000000 Penalty: 5265.083984
	Iteration 67Q: 3 clusters Score -7474544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 38961 members 
Entering Unmasked Estep 
Score: -7474539.000000 Penalty: 5265.083984
	Iteration 68Q: 3 clusters Score -7474539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 38961 members 
Entering Unmasked Estep 
Score: -7474539.000000 Penalty: 5265.083984
	Iteration 69F: 3 clusters Score -7474539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Entering Unmasked Estep 
Score: -268402.687500 Penalty: 1821.330078
	Iteration 0F: 2 clusters Score -268402.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -266200.281250 Penalty: 3642.660156
	Iteration 0F: 3 clusters Score -266200.3 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -266904.937500 Penalty: 3642.660156
	Iteration 1F: 3 clusters Score -266904.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -267317.000000 Penalty: 3642.660156
	Iteration 2F: 3 clusters Score -267317 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -267618.093750 Penalty: 3642.660156
	Iteration 3F: 3 clusters Score -267618.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -267847.468750 Penalty: 3642.660156
	Iteration 4F: 3 clusters Score -267847.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -267950.593750 Penalty: 3642.660156
	Iteration 5Q: 3 clusters Score -267950.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -268025.281250 Penalty: 3642.660156
	Iteration 6Q: 3 clusters Score -268025.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -268058.406250 Penalty: 3642.660156
	Iteration 7Q: 3 clusters Score -268058.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -268068.000000 Penalty: 3642.660156
	Iteration 8Q: 3 clusters Score -268068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -268083.312500 Penalty: 3642.660156
	Iteration 9Q: 3 clusters Score -268083.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -268089.593750 Penalty: 3642.660156
	Iteration 10Q: 3 clusters Score -268089.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -268105.531250 Penalty: 3642.660156
	Iteration 11Q: 3 clusters Score -268105.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -268119.343750 Penalty: 3642.660156
	Iteration 12Q: 3 clusters Score -268119.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -268129.531250 Penalty: 3642.660156
	Iteration 13Q: 3 clusters Score -268129.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -268146.062500 Penalty: 3642.660156
	Iteration 14Q: 3 clusters Score -268146.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -268150.593750 Penalty: 3642.660156
	Iteration 15Q: 3 clusters Score -268150.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -268152.968750 Penalty: 3642.660156
	Iteration 16Q: 3 clusters Score -268153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -268153.281250 Penalty: 3642.660156
	Iteration 17Q: 3 clusters Score -268153.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -268153.281250 Penalty: 3642.660156
	Iteration 18F: 3 clusters Score -268153.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (46568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46568 members 
Entering Unmasked Estep 
Score: -8446824.000000 Penalty: 2665.669922
	Iteration 0F: 2 clusters Score -8446824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -8416549.000000 Penalty: 5331.339844
	Iteration 0F: 3 clusters Score -8416549 nChanged 21427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22084 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -8428185.000000 Penalty: 5331.339844
	Iteration 1F: 3 clusters Score -8428185 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -8428623.000000 Penalty: 5331.339844
	Iteration 2Q: 3 clusters Score -8428623 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -8429125.000000 Penalty: 5331.339844
	Iteration 3Q: 3 clusters Score -8429125 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -8429782.000000 Penalty: 5331.339844
	Iteration 4Q: 3 clusters Score -8429782 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 29732 members 
Entering Unmasked Estep 
Score: -8430727.000000 Penalty: 5331.339844
	Iteration 5Q: 3 clusters Score -8430727 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -8432511.000000 Penalty: 5331.339844
	Iteration 6F: 3 clusters Score -8432511 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 36186 members 
Entering Unmasked Estep 
Score: -8435354.000000 Penalty: 5331.339844
	Iteration 7F: 3 clusters Score -8435354 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
Score: -8439140.000000 Penalty: 5331.339844
	Iteration 8F: 3 clusters Score -8439140 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 43675 members 
Entering Unmasked Estep 
Score: -8442564.000000 Penalty: 5331.339844
	Iteration 9F: 3 clusters Score -8442564 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
Score: -8443848.000000 Penalty: 5331.339844
	Iteration 10Q: 3 clusters Score -8443848 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 46133 members 
Entering Unmasked Estep 
Score: -8444206.000000 Penalty: 5331.339844
	Iteration 11Q: 3 clusters Score -8444206 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 46310 members 
Entering Unmasked Estep 
Score: -8444375.000000 Penalty: 5331.339844
	Iteration 12Q: 3 clusters Score -8444375 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 46360 members 
Entering Unmasked Estep 
Score: -8444451.000000 Penalty: 5331.339844
	Iteration 13Q: 3 clusters Score -8444451 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 46375 members 
Entering Unmasked Estep 
Score: -8444499.000000 Penalty: 5331.339844
	Iteration 14Q: 3 clusters Score -8444499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 46388 members 
Entering Unmasked Estep 
Score: -8444514.000000 Penalty: 5331.339844
	Iteration 15Q: 3 clusters Score -8444514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 46394 members 
Entering Unmasked Estep 
Score: -8444527.000000 Penalty: 5331.339844
	Iteration 16Q: 3 clusters Score -8444527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 46398 members 
Entering Unmasked Estep 
Score: -8444554.000000 Penalty: 5331.339844
	Iteration 17Q: 3 clusters Score -8444554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 46401 members 
Entering Unmasked Estep 
Score: -8444560.000000 Penalty: 5331.339844
	Iteration 18Q: 3 clusters Score -8444560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
Score: -8444565.000000 Penalty: 5331.339844
	Iteration 19Q: 3 clusters Score -8444565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 46404 members 
Entering Unmasked Estep 
Score: -8444571.000000 Penalty: 5331.339844
	Iteration 20F: 3 clusters Score -8444571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 46408 members 
Entering Unmasked Estep 
Score: -8444574.000000 Penalty: 5331.339844
	Iteration 21Q: 3 clusters Score -8444574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -8444588.000000 Penalty: 5331.339844
	Iteration 22Q: 3 clusters Score -8444588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -8444588.000000 Penalty: 5331.339844
	Iteration 23F: 3 clusters Score -8444588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (49595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49595 members 
Entering Unmasked Estep 
Score: -9179198.000000 Penalty: 2681.288086
	Iteration 0F: 2 clusters Score -9179198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -9150269.000000 Penalty: 5362.576172
	Iteration 0F: 3 clusters Score -9150269 nChanged 22913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 24839 members 
Entering Unmasked Estep 
Score: -9163039.000000 Penalty: 5362.576172
	Iteration 1F: 3 clusters Score -9163039 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -9163752.000000 Penalty: 5362.576172
	Iteration 2Q: 3 clusters Score -9163752 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -9164481.000000 Penalty: 5362.576172
	Iteration 3Q: 3 clusters Score -9164481 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -9165355.000000 Penalty: 5362.576172
	Iteration 4Q: 3 clusters Score -9165355 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -9166249.000000 Penalty: 5362.576172
	Iteration 5Q: 3 clusters Score -9166249 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -9167215.000000 Penalty: 5362.576172
	Iteration 6Q: 3 clusters Score -9167215 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -9168279.000000 Penalty: 5362.576172
	Iteration 7Q: 3 clusters Score -9168279 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -9169316.000000 Penalty: 5362.576172
	Iteration 8Q: 3 clusters Score -9169316 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -9170253.000000 Penalty: 5362.576172
	Iteration 9Q: 3 clusters Score -9170253 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 28955 members 
Entering Unmasked Estep 
Score: -9171151.000000 Penalty: 5362.576172
	Iteration 10Q: 3 clusters Score -9171151 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -9172034.000000 Penalty: 5362.576172
	Iteration 11Q: 3 clusters Score -9172034 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -9172908.000000 Penalty: 5362.576172
	Iteration 12Q: 3 clusters Score -9172908 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -9173690.000000 Penalty: 5362.576172
	Iteration 13Q: 3 clusters Score -9173690 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 33313 members 
Entering Unmasked Estep 
Score: -9174384.000000 Penalty: 5362.576172
	Iteration 14Q: 3 clusters Score -9174384 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -9174922.000000 Penalty: 5362.576172
	Iteration 15Q: 3 clusters Score -9174922 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 34983 members 
Entering Unmasked Estep 
Score: -9175363.000000 Penalty: 5362.576172
	Iteration 16Q: 3 clusters Score -9175363 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -9175689.000000 Penalty: 5362.576172
	Iteration 17Q: 3 clusters Score -9175689 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -9175990.000000 Penalty: 5362.576172
	Iteration 18Q: 3 clusters Score -9175990 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 36818 members 
Entering Unmasked Estep 
Score: -9176167.000000 Penalty: 5362.576172
	Iteration 19Q: 3 clusters Score -9176167 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 37300 members 
Entering Unmasked Estep 
Score: -9176346.000000 Penalty: 5362.576172
	Iteration 20F: 3 clusters Score -9176346 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -9176439.000000 Penalty: 5362.576172
	Iteration 21Q: 3 clusters Score -9176439 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 38172 members 
Entering Unmasked Estep 
Score: -9176551.000000 Penalty: 5362.576172
	Iteration 22Q: 3 clusters Score -9176551 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 38606 members 
Entering Unmasked Estep 
Score: -9176643.000000 Penalty: 5362.576172
	Iteration 23Q: 3 clusters Score -9176643 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 39021 members 
Entering Unmasked Estep 
Score: -9176723.000000 Penalty: 5362.576172
	Iteration 24Q: 3 clusters Score -9176723 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -9176827.000000 Penalty: 5362.576172
	Iteration 25Q: 3 clusters Score -9176827 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -9176921.000000 Penalty: 5362.576172
	Iteration 26Q: 3 clusters Score -9176921 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 40162 members 
Entering Unmasked Estep 
Score: -9177000.000000 Penalty: 5362.576172
	Iteration 27Q: 3 clusters Score -9177000 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 40529 members 
Entering Unmasked Estep 
Score: -9177063.000000 Penalty: 5362.576172
	Iteration 28Q: 3 clusters Score -9177063 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -9177132.000000 Penalty: 5362.576172
	Iteration 29Q: 3 clusters Score -9177132 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -9177271.000000 Penalty: 5362.576172
	Iteration 30Q: 3 clusters Score -9177271 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -9177330.000000 Penalty: 5362.576172
	Iteration 31Q: 3 clusters Score -9177330 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -9177380.000000 Penalty: 5362.576172
	Iteration 32Q: 3 clusters Score -9177380 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -9177400.000000 Penalty: 5362.576172
	Iteration 33Q: 3 clusters Score -9177400 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 42362 members 
Entering Unmasked Estep 
Score: -9177466.000000 Penalty: 5362.576172
	Iteration 34Q: 3 clusters Score -9177466 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 42619 members 
Entering Unmasked Estep 
Score: -9177514.000000 Penalty: 5362.576172
	Iteration 35Q: 3 clusters Score -9177514 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -9177557.000000 Penalty: 5362.576172
	Iteration 36Q: 3 clusters Score -9177557 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 43080 members 
Entering Unmasked Estep 
Score: -9177545.000000 Penalty: 5362.576172
	Iteration 37Q: 3 clusters Score -9177545 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 43278 members 
Entering Unmasked Estep 
Score: -9177536.000000 Penalty: 5362.576172
	Iteration 38Q: 3 clusters Score -9177536 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 43435 members 
Entering Unmasked Estep 
Score: -9177545.000000 Penalty: 5362.576172
	Iteration 39Q: 3 clusters Score -9177545 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -9177537.000000 Penalty: 5362.576172
	Iteration 40F: 3 clusters Score -9177537 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -9177506.000000 Penalty: 5362.576172
	Iteration 41Q: 3 clusters Score -9177506 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 43842 members 
Entering Unmasked Estep 
Score: -9177527.000000 Penalty: 5362.576172
	Iteration 42Q: 3 clusters Score -9177527 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
Score: -9177540.000000 Penalty: 5362.576172
	Iteration 43Q: 3 clusters Score -9177540 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 44046 members 
Entering Unmasked Estep 
Score: -9177556.000000 Penalty: 5362.576172
	Iteration 44Q: 3 clusters Score -9177556 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 44151 members 
Entering Unmasked Estep 
Score: -9177533.000000 Penalty: 5362.576172
	Iteration 45Q: 3 clusters Score -9177533 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 44237 members 
Entering Unmasked Estep 
Score: -9177538.000000 Penalty: 5362.576172
	Iteration 46Q: 3 clusters Score -9177538 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 44316 members 
Entering Unmasked Estep 
Score: -9177540.000000 Penalty: 5362.576172
	Iteration 47Q: 3 clusters Score -9177540 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 44390 members 
Entering Unmasked Estep 
Score: -9177532.000000 Penalty: 5362.576172
	Iteration 48Q: 3 clusters Score -9177532 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -9177534.000000 Penalty: 5362.576172
	Iteration 49Q: 3 clusters Score -9177534 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 44508 members 
Entering Unmasked Estep 
Score: -9177529.000000 Penalty: 5362.576172
	Iteration 50Q: 3 clusters Score -9177529 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
Score: -9177505.000000 Penalty: 5362.576172
	Iteration 51Q: 3 clusters Score -9177505 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 44620 members 
Entering Unmasked Estep 
Score: -9177522.000000 Penalty: 5362.576172
	Iteration 52Q: 3 clusters Score -9177522 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 44681 members 
Entering Unmasked Estep 
Score: -9177553.000000 Penalty: 5362.576172
	Iteration 53Q: 3 clusters Score -9177553 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 44729 members 
Entering Unmasked Estep 
Score: -9177557.000000 Penalty: 5362.576172
	Iteration 54Q: 3 clusters Score -9177557 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 44759 members 
Entering Unmasked Estep 
Score: -9177555.000000 Penalty: 5362.576172
	Iteration 55Q: 3 clusters Score -9177555 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 44797 members 
Entering Unmasked Estep 
Score: -9177570.000000 Penalty: 5362.576172
	Iteration 56Q: 3 clusters Score -9177570 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 44820 members 
Entering Unmasked Estep 
Score: -9177566.000000 Penalty: 5362.576172
	Iteration 57Q: 3 clusters Score -9177566 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 44846 members 
Entering Unmasked Estep 
Score: -9177557.000000 Penalty: 5362.576172
	Iteration 58Q: 3 clusters Score -9177557 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 44872 members 
Entering Unmasked Estep 
Score: -9177560.000000 Penalty: 5362.576172
	Iteration 59Q: 3 clusters Score -9177560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 44893 members 
Entering Unmasked Estep 
Score: -9177549.000000 Penalty: 5362.576172
	Iteration 60F: 3 clusters Score -9177549 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 44916 members 
Entering Unmasked Estep 
Score: -9177548.000000 Penalty: 5362.576172
	Iteration 61Q: 3 clusters Score -9177548 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -9177543.000000 Penalty: 5362.576172
	Iteration 62Q: 3 clusters Score -9177543 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 44955 members 
Entering Unmasked Estep 
Score: -9177531.000000 Penalty: 5362.576172
	Iteration 63Q: 3 clusters Score -9177531 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -9177518.000000 Penalty: 5362.576172
	Iteration 64Q: 3 clusters Score -9177518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -9177544.000000 Penalty: 5362.576172
	Iteration 65Q: 3 clusters Score -9177544 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -9177535.000000 Penalty: 5362.576172
	Iteration 66Q: 3 clusters Score -9177535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 45001 members 
Entering Unmasked Estep 
Score: -9177545.000000 Penalty: 5362.576172
	Iteration 67Q: 3 clusters Score -9177545 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 45013 members 
Entering Unmasked Estep 
Score: -9177547.000000 Penalty: 5362.576172
	Iteration 68Q: 3 clusters Score -9177547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 45024 members 
Entering Unmasked Estep 
Score: -9177527.000000 Penalty: 5362.576172
	Iteration 69Q: 3 clusters Score -9177527 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 45038 members 
Entering Unmasked Estep 
Score: -9177538.000000 Penalty: 5362.576172
	Iteration 70Q: 3 clusters Score -9177538 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -9177534.000000 Penalty: 5362.576172
	Iteration 71Q: 3 clusters Score -9177534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -9177519.000000 Penalty: 5362.576172
	Iteration 72Q: 3 clusters Score -9177519 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 45080 members 
Entering Unmasked Estep 
Score: -9177529.000000 Penalty: 5362.576172
	Iteration 73Q: 3 clusters Score -9177529 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 45098 members 
Entering Unmasked Estep 
Score: -9177523.000000 Penalty: 5362.576172
	Iteration 74Q: 3 clusters Score -9177523 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 45113 members 
Entering Unmasked Estep 
Score: -9177518.000000 Penalty: 5362.576172
	Iteration 75Q: 3 clusters Score -9177518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 45126 members 
Entering Unmasked Estep 
Score: -9177519.000000 Penalty: 5362.576172
	Iteration 76Q: 3 clusters Score -9177519 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 45149 members 
Entering Unmasked Estep 
Score: -9177524.000000 Penalty: 5362.576172
	Iteration 77Q: 3 clusters Score -9177524 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 45168 members 
Entering Unmasked Estep 
Score: -9177518.000000 Penalty: 5362.576172
	Iteration 78Q: 3 clusters Score -9177518 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 45191 members 
Entering Unmasked Estep 
Score: -9177504.000000 Penalty: 5362.576172
	Iteration 79Q: 3 clusters Score -9177504 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 45203 members 
Entering Unmasked Estep 
Score: -9177509.000000 Penalty: 5362.576172
	Iteration 80F: 3 clusters Score -9177509 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 45215 members 
Entering Unmasked Estep 
Score: -9177518.000000 Penalty: 5362.576172
	Iteration 81Q: 3 clusters Score -9177518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 45220 members 
Entering Unmasked Estep 
Score: -9177516.000000 Penalty: 5362.576172
	Iteration 82Q: 3 clusters Score -9177516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 45230 members 
Entering Unmasked Estep 
Score: -9177518.000000 Penalty: 5362.576172
	Iteration 83Q: 3 clusters Score -9177518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 45237 members 
Entering Unmasked Estep 
Score: -9177511.000000 Penalty: 5362.576172
	Iteration 84Q: 3 clusters Score -9177511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 45242 members 
Entering Unmasked Estep 
Score: -9177510.000000 Penalty: 5362.576172
	Iteration 85Q: 3 clusters Score -9177510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 45247 members 
Entering Unmasked Estep 
Score: -9177521.000000 Penalty: 5362.576172
	Iteration 86Q: 3 clusters Score -9177521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 45252 members 
Entering Unmasked Estep 
Score: -9177531.000000 Penalty: 5362.576172
	Iteration 87Q: 3 clusters Score -9177531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 45258 members 
Entering Unmasked Estep 
Score: -9177510.000000 Penalty: 5362.576172
	Iteration 88Q: 3 clusters Score -9177510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 45264 members 
Entering Unmasked Estep 
Score: -9177509.000000 Penalty: 5362.576172
	Iteration 89Q: 3 clusters Score -9177509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -9177506.000000 Penalty: 5362.576172
	Iteration 90Q: 3 clusters Score -9177506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 45268 members 
Entering Unmasked Estep 
Score: -9177505.000000 Penalty: 5362.576172
	Iteration 91Q: 3 clusters Score -9177505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 45267 members 
Entering Unmasked Estep 
Score: -9177506.000000 Penalty: 5362.576172
	Iteration 92Q: 3 clusters Score -9177506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 45267 members 
Entering Unmasked Estep 
Score: -9177506.000000 Penalty: 5362.576172
	Iteration 93F: 3 clusters Score -9177506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47828 members 
Entering Unmasked Estep 
Score: -8817606.000000 Penalty: 2672.291016
	Iteration 0F: 2 clusters Score -8817606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -8788808.000000 Penalty: 5344.582031
	Iteration 0F: 3 clusters Score -8788808 nChanged 21971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -8800983.000000 Penalty: 5344.582031
	Iteration 1F: 3 clusters Score -8800983 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -8801551.000000 Penalty: 5344.582031
	Iteration 2Q: 3 clusters Score -8801551 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -8802073.000000 Penalty: 5344.582031
	Iteration 3Q: 3 clusters Score -8802073 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -8802694.000000 Penalty: 5344.582031
	Iteration 4Q: 3 clusters Score -8802694 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 29889 members 
Entering Unmasked Estep 
Score: -8803562.000000 Penalty: 5344.582031
	Iteration 5Q: 3 clusters Score -8803562 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -8804900.000000 Penalty: 5344.582031
	Iteration 6F: 3 clusters Score -8804900 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 35619 members 
Entering Unmasked Estep 
Score: -8807211.000000 Penalty: 5344.582031
	Iteration 7F: 3 clusters Score -8807211 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -8810186.000000 Penalty: 5344.582031
	Iteration 8F: 3 clusters Score -8810186 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
Score: -8813195.000000 Penalty: 5344.582031
	Iteration 9F: 3 clusters Score -8813195 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 45702 members 
Entering Unmasked Estep 
Score: -8814425.000000 Penalty: 5344.582031
	Iteration 10F: 3 clusters Score -8814425 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 46997 members 
Entering Unmasked Estep 
Score: -8814936.000000 Penalty: 5344.582031
	Iteration 11Q: 3 clusters Score -8814936 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -8815124.000000 Penalty: 5344.582031
	Iteration 12Q: 3 clusters Score -8815124 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 47528 members 
Entering Unmasked Estep 
Score: -8815230.000000 Penalty: 5344.582031
	Iteration 13Q: 3 clusters Score -8815230 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 47551 members 
Entering Unmasked Estep 
Score: -8815274.000000 Penalty: 5344.582031
	Iteration 14Q: 3 clusters Score -8815274 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 47562 members 
Entering Unmasked Estep 
Score: -8815300.000000 Penalty: 5344.582031
	Iteration 15Q: 3 clusters Score -8815300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 47573 members 
Entering Unmasked Estep 
Score: -8815326.000000 Penalty: 5344.582031
	Iteration 16Q: 3 clusters Score -8815326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 47579 members 
Entering Unmasked Estep 
Score: -8815345.000000 Penalty: 5344.582031
	Iteration 17Q: 3 clusters Score -8815345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 47581 members 
Entering Unmasked Estep 
Score: -8815360.000000 Penalty: 5344.582031
	Iteration 18Q: 3 clusters Score -8815360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 47584 members 
Entering Unmasked Estep 
Score: -8815363.000000 Penalty: 5344.582031
	Iteration 19Q: 3 clusters Score -8815363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 47585 members 
Entering Unmasked Estep 
Score: -8815364.000000 Penalty: 5344.582031
	Iteration 20F: 3 clusters Score -8815364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 47586 members 
Entering Unmasked Estep 
Score: -8815366.000000 Penalty: 5344.582031
	Iteration 21Q: 3 clusters Score -8815366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 47586 members 
Entering Unmasked Estep 
Score: -8815366.000000 Penalty: 5344.582031
	Iteration 22F: 3 clusters Score -8815366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (49226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49226 members 
Entering Unmasked Estep 
Score: -9094621.000000 Penalty: 2679.436035
	Iteration 0F: 2 clusters Score -9094621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 24580 members 
Entering Unmasked Estep 
Score: -9065318.000000 Penalty: 5358.872070
	Iteration 0F: 3 clusters Score -9065318 nChanged 22742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24634 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -9077885.000000 Penalty: 5358.872070
	Iteration 1F: 3 clusters Score -9077885 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -9078431.000000 Penalty: 5358.872070
	Iteration 2Q: 3 clusters Score -9078431 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 24669 members 
Entering Unmasked Estep 
Score: -9079044.000000 Penalty: 5358.872070
	Iteration 3Q: 3 clusters Score -9079044 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -9079662.000000 Penalty: 5358.872070
	Iteration 4Q: 3 clusters Score -9079662 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24423 members 
Mstep: Class 2 contains 24803 members 
Entering Unmasked Estep 
Score: -9080321.000000 Penalty: 5358.872070
	Iteration 5Q: 3 clusters Score -9080321 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -9081149.000000 Penalty: 5358.872070
	Iteration 6Q: 3 clusters Score -9081149 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 25307 members 
Entering Unmasked Estep 
Score: -9082172.000000 Penalty: 5358.872070
	Iteration 7Q: 3 clusters Score -9082172 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -9083346.000000 Penalty: 5358.872070
	Iteration 8Q: 3 clusters Score -9083346 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 26445 members 
Entering Unmasked Estep 
Score: -9084694.000000 Penalty: 5358.872070
	Iteration 9Q: 3 clusters Score -9084694 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -9086100.000000 Penalty: 5358.872070
	Iteration 10Q: 3 clusters Score -9086100 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -9087525.000000 Penalty: 5358.872070
	Iteration 11Q: 3 clusters Score -9087525 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -9088397.000000 Penalty: 5358.872070
	Iteration 12Q: 3 clusters Score -9088397 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -9088960.000000 Penalty: 5358.872070
	Iteration 13Q: 3 clusters Score -9088960 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -9089289.000000 Penalty: 5358.872070
	Iteration 14Q: 3 clusters Score -9089289 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -9089547.000000 Penalty: 5358.872070
	Iteration 15Q: 3 clusters Score -9089547 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -9089854.000000 Penalty: 5358.872070
	Iteration 16Q: 3 clusters Score -9089854 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -9090173.000000 Penalty: 5358.872070
	Iteration 17Q: 3 clusters Score -9090173 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -9090476.000000 Penalty: 5358.872070
	Iteration 18Q: 3 clusters Score -9090476 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -9090796.000000 Penalty: 5358.872070
	Iteration 19Q: 3 clusters Score -9090796 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 36191 members 
Entering Unmasked Estep 
Score: -9091108.000000 Penalty: 5358.872070
	Iteration 20F: 3 clusters Score -9091108 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 36979 members 
Entering Unmasked Estep 
Score: -9091451.000000 Penalty: 5358.872070
	Iteration 21Q: 3 clusters Score -9091451 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 37689 members 
Entering Unmasked Estep 
Score: -9091753.000000 Penalty: 5358.872070
	Iteration 22Q: 3 clusters Score -9091753 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 38309 members 
Entering Unmasked Estep 
Score: -9092002.000000 Penalty: 5358.872070
	Iteration 23Q: 3 clusters Score -9092002 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -9092301.000000 Penalty: 5358.872070
	Iteration 24Q: 3 clusters Score -9092301 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -9092583.000000 Penalty: 5358.872070
	Iteration 25Q: 3 clusters Score -9092583 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -9092881.000000 Penalty: 5358.872070
	Iteration 26Q: 3 clusters Score -9092881 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -9093123.000000 Penalty: 5358.872070
	Iteration 27Q: 3 clusters Score -9093123 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -9093299.000000 Penalty: 5358.872070
	Iteration 28Q: 3 clusters Score -9093299 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 41453 members 
Entering Unmasked Estep 
Score: -9093410.000000 Penalty: 5358.872070
	Iteration 29Q: 3 clusters Score -9093410 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 41806 members 
Entering Unmasked Estep 
Score: -9093542.000000 Penalty: 5358.872070
	Iteration 30Q: 3 clusters Score -9093542 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 42180 members 
Entering Unmasked Estep 
Score: -9093682.000000 Penalty: 5358.872070
	Iteration 31Q: 3 clusters Score -9093682 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -9093758.000000 Penalty: 5358.872070
	Iteration 32Q: 3 clusters Score -9093758 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 42891 members 
Entering Unmasked Estep 
Score: -9093763.000000 Penalty: 5358.872070
	Iteration 33Q: 3 clusters Score -9093763 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 43189 members 
Entering Unmasked Estep 
Score: -9093799.000000 Penalty: 5358.872070
	Iteration 34Q: 3 clusters Score -9093799 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -9093810.000000 Penalty: 5358.872070
	Iteration 35Q: 3 clusters Score -9093810 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -9093824.000000 Penalty: 5358.872070
	Iteration 36Q: 3 clusters Score -9093824 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -9093796.000000 Penalty: 5358.872070
	Iteration 37Q: 3 clusters Score -9093796 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 44431 members 
Entering Unmasked Estep 
Score: -9093739.000000 Penalty: 5358.872070
	Iteration 38Q: 3 clusters Score -9093739 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 44732 members 
Entering Unmasked Estep 
Score: -9093674.000000 Penalty: 5358.872070
	Iteration 39Q: 3 clusters Score -9093674 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 45026 members 
Entering Unmasked Estep 
Score: -9093620.000000 Penalty: 5358.872070
	Iteration 40F: 3 clusters Score -9093620 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 45278 members 
Entering Unmasked Estep 
Score: -9093546.000000 Penalty: 5358.872070
	Iteration 41Q: 3 clusters Score -9093546 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 45506 members 
Entering Unmasked Estep 
Score: -9093451.000000 Penalty: 5358.872070
	Iteration 42Q: 3 clusters Score -9093451 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -9093376.000000 Penalty: 5358.872070
	Iteration 43Q: 3 clusters Score -9093376 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 45921 members 
Entering Unmasked Estep 
Score: -9093362.000000 Penalty: 5358.872070
	Iteration 44Q: 3 clusters Score -9093362 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 46122 members 
Entering Unmasked Estep 
Score: -9093311.000000 Penalty: 5358.872070
	Iteration 45Q: 3 clusters Score -9093311 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 46322 members 
Entering Unmasked Estep 
Score: -9093263.000000 Penalty: 5358.872070
	Iteration 46Q: 3 clusters Score -9093263 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 46511 members 
Entering Unmasked Estep 
Score: -9093226.000000 Penalty: 5358.872070
	Iteration 47Q: 3 clusters Score -9093226 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 46691 members 
Entering Unmasked Estep 
Score: -9093190.000000 Penalty: 5358.872070
	Iteration 48Q: 3 clusters Score -9093190 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -9093154.000000 Penalty: 5358.872070
	Iteration 49Q: 3 clusters Score -9093154 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 46977 members 
Entering Unmasked Estep 
Score: -9093119.000000 Penalty: 5358.872070
	Iteration 50Q: 3 clusters Score -9093119 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 47093 members 
Entering Unmasked Estep 
Score: -9093059.000000 Penalty: 5358.872070
	Iteration 51Q: 3 clusters Score -9093059 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 47202 members 
Entering Unmasked Estep 
Score: -9093058.000000 Penalty: 5358.872070
	Iteration 52Q: 3 clusters Score -9093058 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 47312 members 
Entering Unmasked Estep 
Score: -9093037.000000 Penalty: 5358.872070
	Iteration 53Q: 3 clusters Score -9093037 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 47409 members 
Entering Unmasked Estep 
Score: -9093022.000000 Penalty: 5358.872070
	Iteration 54Q: 3 clusters Score -9093022 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 47492 members 
Entering Unmasked Estep 
Score: -9092993.000000 Penalty: 5358.872070
	Iteration 55Q: 3 clusters Score -9092993 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 47567 members 
Entering Unmasked Estep 
Score: -9092936.000000 Penalty: 5358.872070
	Iteration 56Q: 3 clusters Score -9092936 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 47633 members 
Entering Unmasked Estep 
Score: -9092912.000000 Penalty: 5358.872070
	Iteration 57Q: 3 clusters Score -9092912 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -9092915.000000 Penalty: 5358.872070
	Iteration 58Q: 3 clusters Score -9092915 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 47744 members 
Entering Unmasked Estep 
Score: -9092919.000000 Penalty: 5358.872070
	Iteration 59Q: 3 clusters Score -9092919 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 47795 members 
Entering Unmasked Estep 
Score: -9092897.000000 Penalty: 5358.872070
	Iteration 60F: 3 clusters Score -9092897 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 47835 members 
Entering Unmasked Estep 
Score: -9092907.000000 Penalty: 5358.872070
	Iteration 61Q: 3 clusters Score -9092907 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 47876 members 
Entering Unmasked Estep 
Score: -9092914.000000 Penalty: 5358.872070
	Iteration 62Q: 3 clusters Score -9092914 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 47906 members 
Entering Unmasked Estep 
Score: -9092912.000000 Penalty: 5358.872070
	Iteration 63Q: 3 clusters Score -9092912 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 47939 members 
Entering Unmasked Estep 
Score: -9092907.000000 Penalty: 5358.872070
	Iteration 64Q: 3 clusters Score -9092907 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 47975 members 
Entering Unmasked Estep 
Score: -9092916.000000 Penalty: 5358.872070
	Iteration 65Q: 3 clusters Score -9092916 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 48016 members 
Entering Unmasked Estep 
Score: -9092927.000000 Penalty: 5358.872070
	Iteration 66Q: 3 clusters Score -9092927 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 48052 members 
Entering Unmasked Estep 
Score: -9092915.000000 Penalty: 5358.872070
	Iteration 67Q: 3 clusters Score -9092915 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 48073 members 
Entering Unmasked Estep 
Score: -9092929.000000 Penalty: 5358.872070
	Iteration 68Q: 3 clusters Score -9092929 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 48100 members 
Entering Unmasked Estep 
Score: -9092917.000000 Penalty: 5358.872070
	Iteration 69Q: 3 clusters Score -9092917 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 48119 members 
Entering Unmasked Estep 
Score: -9092900.000000 Penalty: 5358.872070
	Iteration 70Q: 3 clusters Score -9092900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 48137 members 
Entering Unmasked Estep 
Score: -9092905.000000 Penalty: 5358.872070
	Iteration 71Q: 3 clusters Score -9092905 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 48152 members 
Entering Unmasked Estep 
Score: -9092894.000000 Penalty: 5358.872070
	Iteration 72Q: 3 clusters Score -9092894 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 48174 members 
Entering Unmasked Estep 
Score: -9092901.000000 Penalty: 5358.872070
	Iteration 73Q: 3 clusters Score -9092901 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 48194 members 
Entering Unmasked Estep 
Score: -9092901.000000 Penalty: 5358.872070
	Iteration 74Q: 3 clusters Score -9092901 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 48214 members 
Entering Unmasked Estep 
Score: -9092893.000000 Penalty: 5358.872070
	Iteration 75Q: 3 clusters Score -9092893 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 48233 members 
Entering Unmasked Estep 
Score: -9092899.000000 Penalty: 5358.872070
	Iteration 76Q: 3 clusters Score -9092899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 48244 members 
Entering Unmasked Estep 
Score: -9092890.000000 Penalty: 5358.872070
	Iteration 77Q: 3 clusters Score -9092890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 48253 members 
Entering Unmasked Estep 
Score: -9092884.000000 Penalty: 5358.872070
	Iteration 78Q: 3 clusters Score -9092884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
Score: -9092889.000000 Penalty: 5358.872070
	Iteration 79Q: 3 clusters Score -9092889 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 48273 members 
Entering Unmasked Estep 
Score: -9092869.000000 Penalty: 5358.872070
	Iteration 80F: 3 clusters Score -9092869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 48276 members 
Entering Unmasked Estep 
Score: -9092867.000000 Penalty: 5358.872070
	Iteration 81Q: 3 clusters Score -9092867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 48278 members 
Entering Unmasked Estep 
Score: -9092870.000000 Penalty: 5358.872070
	Iteration 82Q: 3 clusters Score -9092870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 48282 members 
Entering Unmasked Estep 
Score: -9092866.000000 Penalty: 5358.872070
	Iteration 83Q: 3 clusters Score -9092866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 48288 members 
Entering Unmasked Estep 
Score: -9092876.000000 Penalty: 5358.872070
	Iteration 84Q: 3 clusters Score -9092876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 48290 members 
Entering Unmasked Estep 
Score: -9092874.000000 Penalty: 5358.872070
	Iteration 85Q: 3 clusters Score -9092874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 48291 members 
Entering Unmasked Estep 
Score: -9092878.000000 Penalty: 5358.872070
	Iteration 86Q: 3 clusters Score -9092878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 48292 members 
Entering Unmasked Estep 
Score: -9092881.000000 Penalty: 5358.872070
	Iteration 87Q: 3 clusters Score -9092881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 48294 members 
Entering Unmasked Estep 
Score: -9092876.000000 Penalty: 5358.872070
	Iteration 88Q: 3 clusters Score -9092876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 48298 members 
Entering Unmasked Estep 
Score: -9092873.000000 Penalty: 5358.872070
	Iteration 89Q: 3 clusters Score -9092873 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 48303 members 
Entering Unmasked Estep 
Score: -9092875.000000 Penalty: 5358.872070
	Iteration 90Q: 3 clusters Score -9092875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 48303 members 
Entering Unmasked Estep 
Score: -9092878.000000 Penalty: 5358.872070
	Iteration 91Q: 3 clusters Score -9092878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 48307 members 
Entering Unmasked Estep 
Score: -9092877.000000 Penalty: 5358.872070
	Iteration 92Q: 3 clusters Score -9092877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 48310 members 
Entering Unmasked Estep 
Score: -9092877.000000 Penalty: 5358.872070
	Iteration 93Q: 3 clusters Score -9092877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 48314 members 
Entering Unmasked Estep 
Score: -9092877.000000 Penalty: 5358.872070
	Iteration 94Q: 3 clusters Score -9092877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 48319 members 
Entering Unmasked Estep 
Score: -9092875.000000 Penalty: 5358.872070
	Iteration 95Q: 3 clusters Score -9092875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 48327 members 
Entering Unmasked Estep 
Score: -9092890.000000 Penalty: 5358.872070
	Iteration 96Q: 3 clusters Score -9092890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 48332 members 
Entering Unmasked Estep 
Score: -9092881.000000 Penalty: 5358.872070
	Iteration 97Q: 3 clusters Score -9092881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 48335 members 
Entering Unmasked Estep 
Score: -9092887.000000 Penalty: 5358.872070
	Iteration 98Q: 3 clusters Score -9092887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 48339 members 
Entering Unmasked Estep 
Score: -9092887.000000 Penalty: 5358.872070
	Iteration 99Q: 3 clusters Score -9092887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 48344 members 
Entering Unmasked Estep 
Score: -9092893.000000 Penalty: 5358.872070
	Iteration 100F: 3 clusters Score -9092893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 48349 members 
Entering Unmasked Estep 
Score: -9092891.000000 Penalty: 5358.872070
	Iteration 101Q: 3 clusters Score -9092891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 48357 members 
Entering Unmasked Estep 
Score: -9092892.000000 Penalty: 5358.872070
	Iteration 102Q: 3 clusters Score -9092892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 48363 members 
Entering Unmasked Estep 
Score: -9092896.000000 Penalty: 5358.872070
	Iteration 103Q: 3 clusters Score -9092896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -9092898.000000 Penalty: 5358.872070
	Iteration 104Q: 3 clusters Score -9092898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 48374 members 
Entering Unmasked Estep 
Score: -9092908.000000 Penalty: 5358.872070
	Iteration 105Q: 3 clusters Score -9092908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 48378 members 
Entering Unmasked Estep 
Score: -9092904.000000 Penalty: 5358.872070
	Iteration 106Q: 3 clusters Score -9092904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 48382 members 
Entering Unmasked Estep 
Score: -9092904.000000 Penalty: 5358.872070
	Iteration 107Q: 3 clusters Score -9092904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 48386 members 
Entering Unmasked Estep 
Score: -9092901.000000 Penalty: 5358.872070
	Iteration 108Q: 3 clusters Score -9092901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 48389 members 
Entering Unmasked Estep 
Score: -9092912.000000 Penalty: 5358.872070
	Iteration 109Q: 3 clusters Score -9092912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 48395 members 
Entering Unmasked Estep 
Score: -9092903.000000 Penalty: 5358.872070
	Iteration 110Q: 3 clusters Score -9092903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 48400 members 
Entering Unmasked Estep 
Score: -9092906.000000 Penalty: 5358.872070
	Iteration 111Q: 3 clusters Score -9092906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 48403 members 
Entering Unmasked Estep 
Score: -9092910.000000 Penalty: 5358.872070
	Iteration 112Q: 3 clusters Score -9092910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 48404 members 
Entering Unmasked Estep 
Score: -9092903.000000 Penalty: 5358.872070
	Iteration 113Q: 3 clusters Score -9092903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 48406 members 
Entering Unmasked Estep 
Score: -9092896.000000 Penalty: 5358.872070
	Iteration 114Q: 3 clusters Score -9092896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 48406 members 
Entering Unmasked Estep 
Score: -9092896.000000 Penalty: 5358.872070
	Iteration 115F: 3 clusters Score -9092896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (43475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43475 members 
Entering Unmasked Estep 
Score: -7973692.000000 Penalty: 2648.625488
	Iteration 0F: 2 clusters Score -7973692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -7945037.000000 Penalty: 5297.250977
	Iteration 0F: 3 clusters Score -7945037 nChanged 20127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -7956238.500000 Penalty: 5297.250977
	Iteration 1F: 3 clusters Score -7956238 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -7956787.500000 Penalty: 5297.250977
	Iteration 2Q: 3 clusters Score -7956788 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -7957352.500000 Penalty: 5297.250977
	Iteration 3Q: 3 clusters Score -7957352 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26160 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -7958077.000000 Penalty: 5297.250977
	Iteration 4Q: 3 clusters Score -7958077 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -7959103.000000 Penalty: 5297.250977
	Iteration 5Q: 3 clusters Score -7959103 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -7960812.500000 Penalty: 5297.250977
	Iteration 6F: 3 clusters Score -7960812 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -7963422.000000 Penalty: 5297.250977
	Iteration 7F: 3 clusters Score -7963422 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -7966485.500000 Penalty: 5297.250977
	Iteration 8F: 3 clusters Score -7966486 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -7969127.500000 Penalty: 5297.250977
	Iteration 9F: 3 clusters Score -7969128 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7970479.500000 Penalty: 5297.250977
	Iteration 10Q: 3 clusters Score -7970480 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42881 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -7971004.500000 Penalty: 5297.250977
	Iteration 11Q: 3 clusters Score -7971004 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7971197.500000 Penalty: 5297.250977
	Iteration 12Q: 3 clusters Score -7971198 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -7971315.000000 Penalty: 5297.250977
	Iteration 13Q: 3 clusters Score -7971315 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43213 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7971372.000000 Penalty: 5297.250977
	Iteration 14Q: 3 clusters Score -7971372 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43233 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -7971393.000000 Penalty: 5297.250977
	Iteration 15Q: 3 clusters Score -7971393 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43240 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7971409.500000 Penalty: 5297.250977
	Iteration 16Q: 3 clusters Score -7971410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43245 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7971438.500000 Penalty: 5297.250977
	Iteration 17Q: 3 clusters Score -7971438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43248 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -7971444.000000 Penalty: 5297.250977
	Iteration 18Q: 3 clusters Score -7971444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -7971457.500000 Penalty: 5297.250977
	Iteration 19Q: 3 clusters Score -7971458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43246 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7971458.000000 Penalty: 5297.250977
	Iteration 20F: 3 clusters Score -7971458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -7971460.000000 Penalty: 5297.250977
	Iteration 21Q: 3 clusters Score -7971460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -7971461.000000 Penalty: 5297.250977
	Iteration 22Q: 3 clusters Score -7971461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -7971461.000000 Penalty: 5297.250977
	Iteration 23F: 3 clusters Score -7971461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 42767 members 
Mstep: Class 5 contains 44829 members 
Mstep: Class 6 contains 45596 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43483 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 597 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 41149 members 
Mstep: Class 15 contains 44429 members 
Mstep: Class 16 contains 25635 members 
Mstep: Class 17 contains 40745 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 46568 members 
Mstep: Class 20 contains 49595 members 
Mstep: Class 22 contains 47828 members 
Mstep: Class 23 contains 49226 members 
Mstep: Class 24 contains 43475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111215104.000000 Penalty: 76057.484375
Iteration 199Q: 24 clusters Score -1.112151e+08 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43672 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 42864 members 
Mstep: Class 5 contains 44901 members 
Mstep: Class 6 contains 45635 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43480 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 597 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 41170 members 
Mstep: Class 15 contains 44427 members 
Mstep: Class 16 contains 25653 members 
Mstep: Class 17 contains 40687 members 
Mstep: Class 18 contains 1552 members 
Mstep: Class 19 contains 46573 members 
Mstep: Class 20 contains 49509 members 
Mstep: Class 22 contains 47743 members 
Mstep: Class 23 contains 49228 members 
Mstep: Class 24 contains 43464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111215384.000000 Penalty: 76057.484375
Iteration 200F: 24 clusters Score -1.112154e+08 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2373 members 
Mstep: Class 4 contains 42950 members 
Mstep: Class 5 contains 44994 members 
Mstep: Class 6 contains 45644 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43488 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 41171 members 
Mstep: Class 15 contains 44385 members 
Mstep: Class 16 contains 25663 members 
Mstep: Class 17 contains 40628 members 
Mstep: Class 18 contains 1551 members 
Mstep: Class 19 contains 46586 members 
Mstep: Class 20 contains 49460 members 
Mstep: Class 22 contains 47696 members 
Mstep: Class 23 contains 49229 members 
Mstep: Class 24 contains 43426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111215672.000000 Penalty: 76057.484375
Iteration 201Q: 24 clusters Score -1.112157e+08 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2373 members 
Mstep: Class 4 contains 43027 members 
Mstep: Class 5 contains 45069 members 
Mstep: Class 6 contains 45655 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43530 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 41196 members 
Mstep: Class 15 contains 44374 members 
Mstep: Class 16 contains 25676 members 
Mstep: Class 17 contains 40554 members 
Mstep: Class 18 contains 1551 members 
Mstep: Class 19 contains 46590 members 
Mstep: Class 20 contains 49413 members 
Mstep: Class 22 contains 47629 members 
Mstep: Class 23 contains 49213 members 
Mstep: Class 24 contains 43394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111215448.000000 Penalty: 76057.484375
Iteration 202Q: 24 clusters Score -1.112154e+08 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2373 members 
Mstep: Class 4 contains 43112 members 
Mstep: Class 5 contains 45155 members 
Mstep: Class 6 contains 45647 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43562 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 41248 members 
Mstep: Class 15 contains 44350 members 
Mstep: Class 16 contains 25687 members 
Mstep: Class 17 contains 40459 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 46607 members 
Mstep: Class 20 contains 49344 members 
Mstep: Class 22 contains 47573 members 
Mstep: Class 23 contains 49182 members 
Mstep: Class 24 contains 43381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111215816.000000 Penalty: 76057.484375
Iteration 203Q: 24 clusters Score -1.112158e+08 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43726 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 43211 members 
Mstep: Class 5 contains 45223 members 
Mstep: Class 6 contains 45635 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43559 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 41291 members 
Mstep: Class 15 contains 44326 members 
Mstep: Class 16 contains 25699 members 
Mstep: Class 17 contains 40369 members 
Mstep: Class 18 contains 1552 members 
Mstep: Class 19 contains 46642 members 
Mstep: Class 20 contains 49239 members 
Mstep: Class 22 contains 47541 members 
Mstep: Class 23 contains 49171 members 
Mstep: Class 24 contains 43375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111215792.000000 Penalty: 76057.484375
Iteration 204Q: 24 clusters Score -1.112158e+08 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 43344 members 
Mstep: Class 5 contains 45268 members 
Mstep: Class 6 contains 45619 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43562 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 597 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 41351 members 
Mstep: Class 15 contains 44280 members 
Mstep: Class 16 contains 25711 members 
Mstep: Class 17 contains 40281 members 
Mstep: Class 18 contains 1551 members 
Mstep: Class 19 contains 46670 members 
Mstep: Class 20 contains 49161 members 
Mstep: Class 22 contains 47517 members 
Mstep: Class 23 contains 49142 members 
Mstep: Class 24 contains 43383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111215792.000000 Penalty: 76057.484375
Iteration 205Q: 24 clusters Score -1.112158e+08 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43723 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 43469 members 
Mstep: Class 5 contains 45328 members 
Mstep: Class 6 contains 45606 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43549 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 597 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 41414 members 
Mstep: Class 15 contains 44243 members 
Mstep: Class 16 contains 25719 members 
Mstep: Class 17 contains 40177 members 
Mstep: Class 18 contains 1552 members 
Mstep: Class 19 contains 46693 members 
Mstep: Class 20 contains 49093 members 
Mstep: Class 22 contains 47495 members 
Mstep: Class 23 contains 49116 members 
Mstep: Class 24 contains 43381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111215696.000000 Penalty: 76057.484375
Iteration 206Q: 24 clusters Score -1.112157e+08 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43697 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 43581 members 
Mstep: Class 5 contains 45351 members 
Mstep: Class 6 contains 45603 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43551 members 
Mstep: Class 9 contains 1295 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 597 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 41508 members 
Mstep: Class 15 contains 44225 members 
Mstep: Class 16 contains 25724 members 
Mstep: Class 17 contains 40060 members 
Mstep: Class 18 contains 1554 members 
Mstep: Class 19 contains 46711 members 
Mstep: Class 20 contains 49037 members 
Mstep: Class 22 contains 47493 members 
Mstep: Class 23 contains 49099 members 
Mstep: Class 24 contains 43365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216064.000000 Penalty: 76057.484375
Iteration 207Q: 24 clusters Score -1.112161e+08 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43659 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 43699 members 
Mstep: Class 5 contains 45350 members 
Mstep: Class 6 contains 45609 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43531 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 597 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 41615 members 
Mstep: Class 15 contains 44166 members 
Mstep: Class 16 contains 25727 members 
Mstep: Class 17 contains 39944 members 
Mstep: Class 18 contains 1559 members 
Mstep: Class 19 contains 46736 members 
Mstep: Class 20 contains 49001 members 
Mstep: Class 22 contains 47518 members 
Mstep: Class 23 contains 49085 members 
Mstep: Class 24 contains 43360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111215936.000000 Penalty: 76057.484375
Iteration 208Q: 24 clusters Score -1.112159e+08 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43611 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 43806 members 
Mstep: Class 5 contains 45337 members 
Mstep: Class 6 contains 45596 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43504 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 597 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 41718 members 
Mstep: Class 15 contains 44113 members 
Mstep: Class 16 contains 25722 members 
Mstep: Class 17 contains 39820 members 
Mstep: Class 18 contains 1563 members 
Mstep: Class 19 contains 46743 members 
Mstep: Class 20 contains 48997 members 
Mstep: Class 22 contains 47547 members 
Mstep: Class 23 contains 49123 members 
Mstep: Class 24 contains 43359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216104.000000 Penalty: 76057.484375
Iteration 209Q: 24 clusters Score -1.112161e+08 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43568 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 43921 members 
Mstep: Class 5 contains 45350 members 
Mstep: Class 6 contains 45570 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43474 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 696 members 
Mstep: Class 12 contains 597 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 41822 members 
Mstep: Class 15 contains 44074 members 
Mstep: Class 16 contains 25720 members 
Mstep: Class 17 contains 39701 members 
Mstep: Class 18 contains 1567 members 
Mstep: Class 19 contains 46749 members 
Mstep: Class 20 contains 49012 members 
Mstep: Class 22 contains 47526 members 
Mstep: Class 23 contains 49162 members 
Mstep: Class 24 contains 43343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111215952.000000 Penalty: 76057.484375
Iteration 210Q: 24 clusters Score -1.11216e+08 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43528 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 44023 members 
Mstep: Class 5 contains 45326 members 
Mstep: Class 6 contains 45558 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43454 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 695 members 
Mstep: Class 12 contains 597 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 41916 members 
Mstep: Class 15 contains 44026 members 
Mstep: Class 16 contains 25725 members 
Mstep: Class 17 contains 39593 members 
Mstep: Class 18 contains 1574 members 
Mstep: Class 19 contains 46764 members 
Mstep: Class 20 contains 49026 members 
Mstep: Class 22 contains 47534 members 
Mstep: Class 23 contains 49186 members 
Mstep: Class 24 contains 43327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216032.000000 Penalty: 76057.484375
Iteration 211Q: 24 clusters Score -1.11216e+08 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 44119 members 
Mstep: Class 5 contains 45272 members 
Mstep: Class 6 contains 45534 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43444 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 580 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 597 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 41987 members 
Mstep: Class 15 contains 43984 members 
Mstep: Class 16 contains 25729 members 
Mstep: Class 17 contains 39523 members 
Mstep: Class 18 contains 1577 members 
Mstep: Class 19 contains 46772 members 
Mstep: Class 20 contains 49016 members 
Mstep: Class 22 contains 47564 members 
Mstep: Class 23 contains 49222 members 
Mstep: Class 24 contains 43317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111215952.000000 Penalty: 76057.484375
Iteration 212Q: 24 clusters Score -1.11216e+08 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 44195 members 
Mstep: Class 5 contains 45263 members 
Mstep: Class 6 contains 45499 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43466 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 42051 members 
Mstep: Class 15 contains 43949 members 
Mstep: Class 16 contains 25729 members 
Mstep: Class 17 contains 39459 members 
Mstep: Class 18 contains 1582 members 
Mstep: Class 19 contains 46758 members 
Mstep: Class 20 contains 49016 members 
Mstep: Class 22 contains 47531 members 
Mstep: Class 23 contains 49258 members 
Mstep: Class 24 contains 43324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216216.000000 Penalty: 76057.484375
Iteration 213Q: 24 clusters Score -1.112162e+08 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 44241 members 
Mstep: Class 5 contains 45258 members 
Mstep: Class 6 contains 45473 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43500 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 42120 members 
Mstep: Class 15 contains 43902 members 
Mstep: Class 16 contains 25738 members 
Mstep: Class 17 contains 39400 members 
Mstep: Class 18 contains 1590 members 
Mstep: Class 19 contains 46768 members 
Mstep: Class 20 contains 49004 members 
Mstep: Class 22 contains 47469 members 
Mstep: Class 23 contains 49326 members 
Mstep: Class 24 contains 43315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216528.000000 Penalty: 76057.484375
Iteration 214Q: 24 clusters Score -1.112165e+08 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 44306 members 
Mstep: Class 5 contains 45250 members 
Mstep: Class 6 contains 45453 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43503 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 42156 members 
Mstep: Class 15 contains 43878 members 
Mstep: Class 16 contains 25749 members 
Mstep: Class 17 contains 39363 members 
Mstep: Class 18 contains 1593 members 
Mstep: Class 19 contains 46765 members 
Mstep: Class 20 contains 48971 members 
Mstep: Class 22 contains 47468 members 
Mstep: Class 23 contains 49375 members 
Mstep: Class 24 contains 43315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216360.000000 Penalty: 76057.484375
Iteration 215Q: 24 clusters Score -1.112164e+08 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43384 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 44377 members 
Mstep: Class 5 contains 45231 members 
Mstep: Class 6 contains 45430 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43507 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 581 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 42214 members 
Mstep: Class 15 contains 43879 members 
Mstep: Class 16 contains 25752 members 
Mstep: Class 17 contains 39288 members 
Mstep: Class 18 contains 1595 members 
Mstep: Class 19 contains 46761 members 
Mstep: Class 20 contains 48941 members 
Mstep: Class 22 contains 47442 members 
Mstep: Class 23 contains 49425 members 
Mstep: Class 24 contains 43333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216464.000000 Penalty: 76057.484375
Iteration 216Q: 24 clusters Score -1.112165e+08 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 44452 members 
Mstep: Class 5 contains 45223 members 
Mstep: Class 6 contains 45375 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43525 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 42276 members 
Mstep: Class 15 contains 43883 members 
Mstep: Class 16 contains 25752 members 
Mstep: Class 17 contains 39226 members 
Mstep: Class 18 contains 1595 members 
Mstep: Class 19 contains 46749 members 
Mstep: Class 20 contains 48928 members 
Mstep: Class 22 contains 47408 members 
Mstep: Class 23 contains 49485 members 
Mstep: Class 24 contains 43322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216224.000000 Penalty: 76057.484375
Iteration 217Q: 24 clusters Score -1.112162e+08 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43310 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 44504 members 
Mstep: Class 5 contains 45211 members 
Mstep: Class 6 contains 45321 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43534 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 42343 members 
Mstep: Class 15 contains 43872 members 
Mstep: Class 16 contains 25755 members 
Mstep: Class 17 contains 39208 members 
Mstep: Class 18 contains 1597 members 
Mstep: Class 19 contains 46733 members 
Mstep: Class 20 contains 48927 members 
Mstep: Class 22 contains 47373 members 
Mstep: Class 23 contains 49554 members 
Mstep: Class 24 contains 43316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216624.000000 Penalty: 76057.484375
Iteration 218Q: 24 clusters Score -1.112166e+08 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43284 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 44525 members 
Mstep: Class 5 contains 45172 members 
Mstep: Class 6 contains 45294 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43542 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 42396 members 
Mstep: Class 15 contains 43861 members 
Mstep: Class 16 contains 25759 members 
Mstep: Class 17 contains 39194 members 
Mstep: Class 18 contains 1595 members 
Mstep: Class 19 contains 46730 members 
Mstep: Class 20 contains 48941 members 
Mstep: Class 22 contains 47345 members 
Mstep: Class 23 contains 49604 members 
Mstep: Class 24 contains 43316 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 219Q: 24 clusters Score -1.112166e+08 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43267 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 44555 members 
Mstep: Class 5 contains 45144 members 
Mstep: Class 6 contains 45267 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43531 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 42462 members 
Mstep: Class 15 contains 43825 members 
Mstep: Class 16 contains 25766 members 
Mstep: Class 17 contains 39165 members 
Mstep: Class 18 contains 1597 members 
Mstep: Class 19 contains 46733 members 
Mstep: Class 20 contains 48979 members 
Mstep: Class 22 contains 47330 members 
Mstep: Class 23 contains 49642 members 
Mstep: Class 24 contains 43295 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 220F: 24 clusters Score -1.112162e+08 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43264 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 44564 members 
Mstep: Class 5 contains 45113 members 
Mstep: Class 6 contains 45237 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43518 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 42517 members 
Mstep: Class 15 contains 43792 members 
Mstep: Class 16 contains 25770 members 
Mstep: Class 17 contains 39160 members 
Mstep: Class 18 contains 1598 members 
Mstep: Class 19 contains 46734 members 
Mstep: Class 20 contains 49010 members 
Mstep: Class 22 contains 47309 members 
Mstep: Class 23 contains 49676 members 
Mstep: Class 24 contains 43296 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 221Q: 24 clusters Score -1.112161e+08 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43251 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2369 members 
Mstep: Class 4 contains 44562 members 
Mstep: Class 5 contains 45083 members 
Mstep: Class 6 contains 45231 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43531 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 42589 members 
Mstep: Class 15 contains 43806 members 
Mstep: Class 16 contains 25770 members 
Mstep: Class 17 contains 39089 members 
Mstep: Class 18 contains 1600 members 
Mstep: Class 19 contains 46726 members 
Mstep: Class 20 contains 49041 members 
Mstep: Class 22 contains 47289 members 
Mstep: Class 23 contains 49711 members 
Mstep: Class 24 contains 43281 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 222Q: 24 clusters Score -1.11216e+08 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43234 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2369 members 
Mstep: Class 4 contains 44546 members 
Mstep: Class 5 contains 45052 members 
Mstep: Class 6 contains 45208 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43547 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 42632 members 
Mstep: Class 15 contains 43823 members 
Mstep: Class 16 contains 25763 members 
Mstep: Class 17 contains 39039 members 
Mstep: Class 18 contains 1601 members 
Mstep: Class 19 contains 46730 members 
Mstep: Class 20 contains 49046 members 
Mstep: Class 22 contains 47303 members 
Mstep: Class 23 contains 49751 members 
Mstep: Class 24 contains 43285 members 
Entering Unmasked Estep 
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Iteration 223Q: 24 clusters Score -1.112161e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2369 members 
Mstep: Class 4 contains 44544 members 
Mstep: Class 5 contains 45040 members 
Mstep: Class 6 contains 45194 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43548 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 42668 members 
Mstep: Class 15 contains 43820 members 
Mstep: Class 16 contains 25760 members 
Mstep: Class 17 contains 38965 members 
Mstep: Class 18 contains 1602 members 
Mstep: Class 19 contains 46725 members 
Mstep: Class 20 contains 49081 members 
Mstep: Class 22 contains 47317 members 
Mstep: Class 23 contains 49799 members 
Mstep: Class 24 contains 43269 members 
Entering Unmasked Estep 
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Score: -111215992.000000 Penalty: 76057.484375
Iteration 224Q: 24 clusters Score -1.11216e+08 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43224 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2369 members 
Mstep: Class 4 contains 44540 members 
Mstep: Class 5 contains 45016 members 
Mstep: Class 6 contains 45183 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43551 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 42710 members 
Mstep: Class 15 contains 43833 members 
Mstep: Class 16 contains 25761 members 
Mstep: Class 17 contains 38891 members 
Mstep: Class 18 contains 1602 members 
Mstep: Class 19 contains 46728 members 
Mstep: Class 20 contains 49100 members 
Mstep: Class 22 contains 47340 members 
Mstep: Class 23 contains 49822 members 
Mstep: Class 24 contains 43259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216016.000000 Penalty: 76057.484375
Iteration 225Q: 24 clusters Score -1.11216e+08 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2369 members 
Mstep: Class 4 contains 44541 members 
Mstep: Class 5 contains 44976 members 
Mstep: Class 6 contains 45189 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43563 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 42741 members 
Mstep: Class 15 contains 43852 members 
Mstep: Class 16 contains 25765 members 
Mstep: Class 17 contains 38807 members 
Mstep: Class 18 contains 1602 members 
Mstep: Class 19 contains 46739 members 
Mstep: Class 20 contains 49082 members 
Mstep: Class 22 contains 47366 members 
Mstep: Class 23 contains 49860 members 
Mstep: Class 24 contains 43267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111215928.000000 Penalty: 76057.484375
Iteration 226Q: 24 clusters Score -1.112159e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2369 members 
Mstep: Class 4 contains 44529 members 
Mstep: Class 5 contains 44934 members 
Mstep: Class 6 contains 45195 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43567 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 42773 members 
Mstep: Class 15 contains 43893 members 
Mstep: Class 16 contains 25774 members 
Mstep: Class 17 contains 38715 members 
Mstep: Class 18 contains 1603 members 
Mstep: Class 19 contains 46738 members 
Mstep: Class 20 contains 49106 members 
Mstep: Class 22 contains 47396 members 
Mstep: Class 23 contains 49868 members 
Mstep: Class 24 contains 43262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111215888.000000 Penalty: 76057.484375
Iteration 227Q: 24 clusters Score -1.112159e+08 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43219 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 44519 members 
Mstep: Class 5 contains 44892 members 
Mstep: Class 6 contains 45204 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43580 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 42789 members 
Mstep: Class 15 contains 43903 members 
Mstep: Class 16 contains 25778 members 
Mstep: Class 17 contains 38635 members 
Mstep: Class 18 contains 1602 members 
Mstep: Class 19 contains 46753 members 
Mstep: Class 20 contains 49121 members 
Mstep: Class 22 contains 47414 members 
Mstep: Class 23 contains 49888 members 
Mstep: Class 24 contains 43262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111215912.000000 Penalty: 76057.484375
Iteration 228Q: 24 clusters Score -1.112159e+08 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43234 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 44496 members 
Mstep: Class 5 contains 44868 members 
Mstep: Class 6 contains 45220 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43574 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 42818 members 
Mstep: Class 15 contains 43928 members 
Mstep: Class 16 contains 25781 members 
Mstep: Class 17 contains 38564 members 
Mstep: Class 18 contains 1601 members 
Mstep: Class 19 contains 46762 members 
Mstep: Class 20 contains 49141 members 
Mstep: Class 22 contains 47407 members 
Mstep: Class 23 contains 49892 members 
Mstep: Class 24 contains 43273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111215752.000000 Penalty: 76057.484375
Iteration 229Q: 24 clusters Score -1.112158e+08 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43237 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 44469 members 
Mstep: Class 5 contains 44850 members 
Mstep: Class 6 contains 45237 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43591 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 42865 members 
Mstep: Class 15 contains 43955 members 
Mstep: Class 16 contains 25782 members 
Mstep: Class 17 contains 38501 members 
Mstep: Class 18 contains 1601 members 
Mstep: Class 19 contains 46768 members 
Mstep: Class 20 contains 49146 members 
Mstep: Class 22 contains 47389 members 
Mstep: Class 23 contains 49886 members 
Mstep: Class 24 contains 43282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216032.000000 Penalty: 76057.484375
Iteration 230Q: 24 clusters Score -1.11216e+08 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 44447 members 
Mstep: Class 5 contains 44822 members 
Mstep: Class 6 contains 45268 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43605 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 42915 members 
Mstep: Class 15 contains 43988 members 
Mstep: Class 16 contains 25780 members 
Mstep: Class 17 contains 38420 members 
Mstep: Class 18 contains 1600 members 
Mstep: Class 19 contains 46764 members 
Mstep: Class 20 contains 49151 members 
Mstep: Class 22 contains 47397 members 
Mstep: Class 23 contains 49869 members 
Mstep: Class 24 contains 43276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111215944.000000 Penalty: 76057.484375
Iteration 231Q: 24 clusters Score -1.112159e+08 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43258 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 44422 members 
Mstep: Class 5 contains 44800 members 
Mstep: Class 6 contains 45291 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43609 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 42949 members 
Mstep: Class 15 contains 44002 members 
Mstep: Class 16 contains 25773 members 
Mstep: Class 17 contains 38358 members 
Mstep: Class 18 contains 1601 members 
Mstep: Class 19 contains 46775 members 
Mstep: Class 20 contains 49156 members 
Mstep: Class 22 contains 47405 members 
Mstep: Class 23 contains 49870 members 
Mstep: Class 24 contains 43289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111215976.000000 Penalty: 76057.484375
Iteration 232Q: 24 clusters Score -1.11216e+08 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43265 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 44400 members 
Mstep: Class 5 contains 44796 members 
Mstep: Class 6 contains 45309 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43598 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 42980 members 
Mstep: Class 15 contains 43993 members 
Mstep: Class 16 contains 25772 members 
Mstep: Class 17 contains 38329 members 
Mstep: Class 18 contains 1603 members 
Mstep: Class 19 contains 46789 members 
Mstep: Class 20 contains 49163 members 
Mstep: Class 22 contains 47381 members 
Mstep: Class 23 contains 49885 members 
Mstep: Class 24 contains 43294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111215912.000000 Penalty: 76057.484375
Iteration 233Q: 24 clusters Score -1.112159e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43265 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 44368 members 
Mstep: Class 5 contains 44772 members 
Mstep: Class 6 contains 45311 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43581 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43012 members 
Mstep: Class 15 contains 44015 members 
Mstep: Class 16 contains 25772 members 
Mstep: Class 17 contains 38309 members 
Mstep: Class 18 contains 1605 members 
Mstep: Class 19 contains 46804 members 
Mstep: Class 20 contains 49159 members 
Mstep: Class 22 contains 47389 members 
Mstep: Class 23 contains 49901 members 
Mstep: Class 24 contains 43295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111215872.000000 Penalty: 76057.484375
Iteration 234Q: 24 clusters Score -1.112159e+08 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 44320 members 
Mstep: Class 5 contains 44770 members 
Mstep: Class 6 contains 45318 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43575 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43036 members 
Mstep: Class 15 contains 43996 members 
Mstep: Class 16 contains 25776 members 
Mstep: Class 17 contains 38276 members 
Mstep: Class 18 contains 1605 members 
Mstep: Class 19 contains 46819 members 
Mstep: Class 20 contains 49155 members 
Mstep: Class 22 contains 47426 members 
Mstep: Class 23 contains 49908 members 
Mstep: Class 24 contains 43296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216000.000000 Penalty: 76057.484375
Iteration 235Q: 24 clusters Score -1.11216e+08 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 44278 members 
Mstep: Class 5 contains 44753 members 
Mstep: Class 6 contains 45336 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43570 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43085 members 
Mstep: Class 15 contains 44008 members 
Mstep: Class 16 contains 25778 members 
Mstep: Class 17 contains 38245 members 
Mstep: Class 18 contains 1607 members 
Mstep: Class 19 contains 46826 members 
Mstep: Class 20 contains 49173 members 
Mstep: Class 22 contains 47440 members 
Mstep: Class 23 contains 49876 members 
Mstep: Class 24 contains 43280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216072.000000 Penalty: 76057.484375
Iteration 236Q: 24 clusters Score -1.112161e+08 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43320 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 44256 members 
Mstep: Class 5 contains 44733 members 
Mstep: Class 6 contains 45342 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43553 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43129 members 
Mstep: Class 15 contains 44027 members 
Mstep: Class 16 contains 25778 members 
Mstep: Class 17 contains 38213 members 
Mstep: Class 18 contains 1608 members 
Mstep: Class 19 contains 46844 members 
Mstep: Class 20 contains 49182 members 
Mstep: Class 22 contains 47430 members 
Mstep: Class 23 contains 49859 members 
Mstep: Class 24 contains 43284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216104.000000 Penalty: 76057.484375
Iteration 237Q: 24 clusters Score -1.112161e+08 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 44239 members 
Mstep: Class 5 contains 44686 members 
Mstep: Class 6 contains 45351 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43558 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43159 members 
Mstep: Class 15 contains 44022 members 
Mstep: Class 16 contains 25777 members 
Mstep: Class 17 contains 38172 members 
Mstep: Class 18 contains 1609 members 
Mstep: Class 19 contains 46864 members 
Mstep: Class 20 contains 49198 members 
Mstep: Class 22 contains 47427 members 
Mstep: Class 23 contains 49868 members 
Mstep: Class 24 contains 43289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216288.000000 Penalty: 76057.484375
Iteration 238Q: 24 clusters Score -1.112163e+08 nChanged 739
Entering ConstructFrom: 
Score: -111216288.000000 Penalty: 76057.484375
Entering ConstructFrom: 
Trying to split cluster 1 (43345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43345 members 
Entering Unmasked Estep 
Score: -7935722.000000 Penalty: 2647.882812
	Iteration 0F: 2 clusters Score -7935722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -7906944.000000 Penalty: 5295.765625
	Iteration 0F: 3 clusters Score -7906944 nChanged 19876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -7917930.500000 Penalty: 5295.765625
	Iteration 1F: 3 clusters Score -7917930 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -7918617.000000 Penalty: 5295.765625
	Iteration 2Q: 3 clusters Score -7918617 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -7919223.500000 Penalty: 5295.765625
	Iteration 3Q: 3 clusters Score -7919224 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -7920046.500000 Penalty: 5295.765625
	Iteration 4Q: 3 clusters Score -7920046 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -7921124.000000 Penalty: 5295.765625
	Iteration 5Q: 3 clusters Score -7921124 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -7922500.000000 Penalty: 5295.765625
	Iteration 6F: 3 clusters Score -7922500 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26492 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -7924335.500000 Penalty: 5295.765625
	Iteration 7F: 3 clusters Score -7924336 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -7926561.500000 Penalty: 5295.765625
	Iteration 8F: 3 clusters Score -7926562 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -7928898.000000 Penalty: 5295.765625
	Iteration 9F: 3 clusters Score -7928898 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -7930622.000000 Penalty: 5295.765625
	Iteration 10F: 3 clusters Score -7930622 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -7931491.500000 Penalty: 5295.765625
	Iteration 11Q: 3 clusters Score -7931492 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -7931937.000000 Penalty: 5295.765625
	Iteration 12Q: 3 clusters Score -7931937 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -7932185.500000 Penalty: 5295.765625
	Iteration 13Q: 3 clusters Score -7932186 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -7932404.000000 Penalty: 5295.765625
	Iteration 14Q: 3 clusters Score -7932404 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -7932550.000000 Penalty: 5295.765625
	Iteration 15Q: 3 clusters Score -7932550 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -7932691.500000 Penalty: 5295.765625
	Iteration 16Q: 3 clusters Score -7932692 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -7932800.000000 Penalty: 5295.765625
	Iteration 17Q: 3 clusters Score -7932800 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35456 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -7932887.500000 Penalty: 5295.765625
	Iteration 18Q: 3 clusters Score -7932888 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -7932998.500000 Penalty: 5295.765625
	Iteration 19Q: 3 clusters Score -7932998 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -7933077.500000 Penalty: 5295.765625
	Iteration 20F: 3 clusters Score -7933078 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36410 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -7933166.500000 Penalty: 5295.765625
	Iteration 21Q: 3 clusters Score -7933166 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -7933235.000000 Penalty: 5295.765625
	Iteration 22Q: 3 clusters Score -7933235 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -7933287.500000 Penalty: 5295.765625
	Iteration 23Q: 3 clusters Score -7933288 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37240 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -7933339.500000 Penalty: 5295.765625
	Iteration 24Q: 3 clusters Score -7933340 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37505 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -7933393.500000 Penalty: 5295.765625
	Iteration 25Q: 3 clusters Score -7933394 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37726 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -7933442.500000 Penalty: 5295.765625
	Iteration 26Q: 3 clusters Score -7933442 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -7933460.000000 Penalty: 5295.765625
	Iteration 27Q: 3 clusters Score -7933460 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -7933488.000000 Penalty: 5295.765625
	Iteration 28Q: 3 clusters Score -7933488 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -7933533.500000 Penalty: 5295.765625
	Iteration 29Q: 3 clusters Score -7933534 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -7933561.000000 Penalty: 5295.765625
	Iteration 30Q: 3 clusters Score -7933561 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -7933580.500000 Penalty: 5295.765625
	Iteration 31Q: 3 clusters Score -7933580 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -7933625.500000 Penalty: 5295.765625
	Iteration 32Q: 3 clusters Score -7933626 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -7933642.500000 Penalty: 5295.765625
	Iteration 33Q: 3 clusters Score -7933642 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -7933671.500000 Penalty: 5295.765625
	Iteration 34Q: 3 clusters Score -7933672 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39063 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -7933683.500000 Penalty: 5295.765625
	Iteration 35Q: 3 clusters Score -7933684 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39180 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -7933708.000000 Penalty: 5295.765625
	Iteration 36Q: 3 clusters Score -7933708 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -7933729.500000 Penalty: 5295.765625
	Iteration 37Q: 3 clusters Score -7933730 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39408 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -7933765.500000 Penalty: 5295.765625
	Iteration 38Q: 3 clusters Score -7933766 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39515 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -7933780.500000 Penalty: 5295.765625
	Iteration 39Q: 3 clusters Score -7933780 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -7933822.000000 Penalty: 5295.765625
	Iteration 40F: 3 clusters Score -7933822 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7933846 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7933848 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39873 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7933858 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39934 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7933847 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7933852 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7933852 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -7933844.500000 Penalty: 5295.765625
	Iteration 47Q: 3 clusters Score -7933844 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -7933854.500000 Penalty: 5295.765625
	Iteration 48Q: 3 clusters Score -7933854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7933858 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7933857 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7933874 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40190 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -7933877.500000 Penalty: 5295.765625
	Iteration 52Q: 3 clusters Score -7933878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7933880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -7933886.000000 Penalty: 5295.765625
	Iteration 54Q: 3 clusters Score -7933886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -7933889.000000 Penalty: 5295.765625
	Iteration 55Q: 3 clusters Score -7933889 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7933888 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -7933883.500000 Penalty: 5295.765625
	Iteration 57Q: 3 clusters Score -7933884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40337 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7933886 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -7933892.500000 Penalty: 5295.765625
	Iteration 59Q: 3 clusters Score -7933892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -7933894.000000 Penalty: 5295.765625
	Iteration 60F: 3 clusters Score -7933894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -7933910.000000 Penalty: 5295.765625
	Iteration 61Q: 3 clusters Score -7933910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -7933907.000000 Penalty: 5295.765625
	Iteration 62Q: 3 clusters Score -7933907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7933908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -7933904.500000 Penalty: 5295.765625
	Iteration 64Q: 3 clusters Score -7933904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40455 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7933904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -7933910.000000 Penalty: 5295.765625
	Iteration 66Q: 3 clusters Score -7933910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7933907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7933908 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7933906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -7933916.500000 Penalty: 5295.765625
	Iteration 70Q: 3 clusters Score -7933916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -7933923.500000 Penalty: 5295.765625
	Iteration 71Q: 3 clusters Score -7933924 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -7933921.500000 Penalty: 5295.765625
	Iteration 72Q: 3 clusters Score -7933922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40518 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7933932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -7933917.000000 Penalty: 5295.765625
	Iteration 74Q: 3 clusters Score -7933917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40540 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -7933915.500000 Penalty: 5295.765625
	Iteration 75Q: 3 clusters Score -7933916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40551 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -7933912.500000 Penalty: 5295.765625
	Iteration 76Q: 3 clusters Score -7933912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -7933920.000000 Penalty: 5295.765625
	Iteration 77Q: 3 clusters Score -7933920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -7933919.500000 Penalty: 5295.765625
	Iteration 78Q: 3 clusters Score -7933920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40572 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -7933916.500000 Penalty: 5295.765625
	Iteration 79Q: 3 clusters Score -7933916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40582 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -7933920.000000 Penalty: 5295.765625
	Iteration 80F: 3 clusters Score -7933920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40588 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -7933922.500000 Penalty: 5295.765625
	Iteration 81Q: 3 clusters Score -7933922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -7933927.000000 Penalty: 5295.765625
	Iteration 82Q: 3 clusters Score -7933927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40592 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -7933924.500000 Penalty: 5295.765625
	Iteration 83Q: 3 clusters Score -7933924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40596 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -7933924.500000 Penalty: 5295.765625
	Iteration 84Q: 3 clusters Score -7933924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -7933931.500000 Penalty: 5295.765625
	Iteration 85Q: 3 clusters Score -7933932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -7933924.000000 Penalty: 5295.765625
	Iteration 86Q: 3 clusters Score -7933924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -7933929.000000 Penalty: 5295.765625
	Iteration 87Q: 3 clusters Score -7933929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -7933942.000000 Penalty: 5295.765625
	Iteration 88Q: 3 clusters Score -7933942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -7933941.000000 Penalty: 5295.765625
	Iteration 89Q: 3 clusters Score -7933941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -7933943.500000 Penalty: 5295.765625
	Iteration 90Q: 3 clusters Score -7933944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -7933947.000000 Penalty: 5295.765625
	Iteration 91Q: 3 clusters Score -7933947 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -7933942.000000 Penalty: 5295.765625
	Iteration 92Q: 3 clusters Score -7933942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -7933949.500000 Penalty: 5295.765625
	Iteration 93Q: 3 clusters Score -7933950 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -7933939.500000 Penalty: 5295.765625
	Iteration 94Q: 3 clusters Score -7933940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -7933945.500000 Penalty: 5295.765625
	Iteration 95Q: 3 clusters Score -7933946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -7933948.000000 Penalty: 5295.765625
	Iteration 96Q: 3 clusters Score -7933948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -7933948.000000 Penalty: 5295.765625
	Iteration 97Q: 3 clusters Score -7933948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -7933961.500000 Penalty: 5295.765625
	Iteration 98Q: 3 clusters Score -7933962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -7933966.000000 Penalty: 5295.765625
	Iteration 99Q: 3 clusters Score -7933966 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7933966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40809 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -7933976.000000 Penalty: 5295.765625
	Iteration 101Q: 3 clusters Score -7933976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40822 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -7933965.500000 Penalty: 5295.765625
	Iteration 102Q: 3 clusters Score -7933966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40839 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -7933973.000000 Penalty: 5295.765625
	Iteration 103Q: 3 clusters Score -7933973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -7933977.500000 Penalty: 5295.765625
	Iteration 104Q: 3 clusters Score -7933978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -7933982.000000 Penalty: 5295.765625
	Iteration 105Q: 3 clusters Score -7933982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -7933973.500000 Penalty: 5295.765625
	Iteration 106Q: 3 clusters Score -7933974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40887 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -7933972.500000 Penalty: 5295.765625
	Iteration 107Q: 3 clusters Score -7933972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -7933973.500000 Penalty: 5295.765625
	Iteration 108Q: 3 clusters Score -7933974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40895 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -7933972.000000 Penalty: 5295.765625
	Iteration 109Q: 3 clusters Score -7933972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40896 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -7933975.500000 Penalty: 5295.765625
	Iteration 110Q: 3 clusters Score -7933976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40897 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -7933976.500000 Penalty: 5295.765625
	Iteration 111Q: 3 clusters Score -7933976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40902 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -7933979.500000 Penalty: 5295.765625
	Iteration 112Q: 3 clusters Score -7933980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40908 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -7933980.500000 Penalty: 5295.765625
	Iteration 113Q: 3 clusters Score -7933980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -7933984.000000 Penalty: 5295.765625
	Iteration 114Q: 3 clusters Score -7933984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40923 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -7933981.500000 Penalty: 5295.765625
	Iteration 115Q: 3 clusters Score -7933982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40928 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -7933982.500000 Penalty: 5295.765625
	Iteration 116Q: 3 clusters Score -7933982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -7933992.500000 Penalty: 5295.765625
	Iteration 117Q: 3 clusters Score -7933992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40941 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -7933988.500000 Penalty: 5295.765625
	Iteration 118Q: 3 clusters Score -7933988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40948 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -7933997.000000 Penalty: 5295.765625
	Iteration 119Q: 3 clusters Score -7933997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40952 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -7933987.500000 Penalty: 5295.765625
	Iteration 120F: 3 clusters Score -7933988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -7933985.000000 Penalty: 5295.765625
	Iteration 121Q: 3 clusters Score -7933985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40954 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -7933988.500000 Penalty: 5295.765625
	Iteration 122Q: 3 clusters Score -7933988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -7933987.500000 Penalty: 5295.765625
	Iteration 123Q: 3 clusters Score -7933988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -7933991.500000 Penalty: 5295.765625
	Iteration 124Q: 3 clusters Score -7933992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -7933985.500000 Penalty: 5295.765625
	Iteration 125Q: 3 clusters Score -7933986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -7933985.500000 Penalty: 5295.765625
	Iteration 126F: 3 clusters Score -7933986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -28538.332031 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -28538.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -27386.308594 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -27386.31 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -27653.474609 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -27653.47 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -27736.056641 Penalty: 2933.097656
	Iteration 2F: 3 clusters Score -27736.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -27787.652344 Penalty: 2933.097656
	Iteration 3Q: 3 clusters Score -27787.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27846.107422 Penalty: 2933.097656
	Iteration 4Q: 3 clusters Score -27846.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -27914.646484 Penalty: 2933.097656
	Iteration 5Q: 3 clusters Score -27914.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -27958.533203 Penalty: 2933.097656
	Iteration 6Q: 3 clusters Score -27958.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28001.091797 Penalty: 2933.097656
	Iteration 7Q: 3 clusters Score -28001.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -28117.591797 Penalty: 2933.097656
	Iteration 8Q: 3 clusters Score -28117.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -28141.869141 Penalty: 2933.097656
	Iteration 9Q: 3 clusters Score -28141.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28156.902344 Penalty: 2933.097656
	Iteration 10Q: 3 clusters Score -28156.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28159.439453 Penalty: 2933.097656
	Iteration 11Q: 3 clusters Score -28159.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28159.439453 Penalty: 2933.097656
	Iteration 12F: 3 clusters Score -28159.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Entering Unmasked Estep 
Score: -404183.437500 Penalty: 1927.224609
	Iteration 0F: 2 clusters Score -404183.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -401329.875000 Penalty: 3854.449219
	Iteration 0F: 3 clusters Score -401329.9 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -401910.281250 Penalty: 3854.449219
	Iteration 1F: 3 clusters Score -401910.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -402105.312500 Penalty: 3854.449219
	Iteration 2F: 3 clusters Score -402105.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -402243.250000 Penalty: 3854.449219
	Iteration 3F: 3 clusters Score -402243.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -402313.468750 Penalty: 3854.449219
	Iteration 4Q: 3 clusters Score -402313.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -402367.437500 Penalty: 3854.449219
	Iteration 5Q: 3 clusters Score -402367.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -402406.125000 Penalty: 3854.449219
	Iteration 6Q: 3 clusters Score -402406.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -402434.312500 Penalty: 3854.449219
	Iteration 7Q: 3 clusters Score -402434.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -402478.500000 Penalty: 3854.449219
	Iteration 8Q: 3 clusters Score -402478.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -402545.687500 Penalty: 3854.449219
	Iteration 9Q: 3 clusters Score -402545.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -402601.406250 Penalty: 3854.449219
	Iteration 10Q: 3 clusters Score -402601.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -402645.312500 Penalty: 3854.449219
	Iteration 11Q: 3 clusters Score -402645.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -402671.875000 Penalty: 3854.449219
	Iteration 12Q: 3 clusters Score -402671.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -402687.218750 Penalty: 3854.449219
	Iteration 13Q: 3 clusters Score -402687.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -402704.187500 Penalty: 3854.449219
	Iteration 14Q: 3 clusters Score -402704.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -402725.187500 Penalty: 3854.449219
	Iteration 15Q: 3 clusters Score -402725.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -402746.625000 Penalty: 3854.449219
	Iteration 16Q: 3 clusters Score -402746.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -402775.125000 Penalty: 3854.449219
	Iteration 17Q: 3 clusters Score -402775.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -402800.718750 Penalty: 3854.449219
	Iteration 18Q: 3 clusters Score -402800.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -402817.625000 Penalty: 3854.449219
	Iteration 19Q: 3 clusters Score -402817.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -402832.750000 Penalty: 3854.449219
	Iteration 20F: 3 clusters Score -402832.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -402844.187500 Penalty: 3854.449219
	Iteration 21Q: 3 clusters Score -402844.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -402857.093750 Penalty: 3854.449219
	Iteration 22Q: 3 clusters Score -402857.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -402873.656250 Penalty: 3854.449219
	Iteration 23Q: 3 clusters Score -402873.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -402887.156250 Penalty: 3854.449219
	Iteration 24Q: 3 clusters Score -402887.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -402905.250000 Penalty: 3854.449219
	Iteration 25Q: 3 clusters Score -402905.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -402926.312500 Penalty: 3854.449219
	Iteration 26Q: 3 clusters Score -402926.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -402947.562500 Penalty: 3854.449219
	Iteration 27Q: 3 clusters Score -402947.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -402974.343750 Penalty: 3854.449219
	Iteration 28Q: 3 clusters Score -402974.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -402996.812500 Penalty: 3854.449219
	Iteration 29Q: 3 clusters Score -402996.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -403014.156250 Penalty: 3854.449219
	Iteration 30Q: 3 clusters Score -403014.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -403030.750000 Penalty: 3854.449219
	Iteration 31Q: 3 clusters Score -403030.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -403049.687500 Penalty: 3854.449219
	Iteration 32Q: 3 clusters Score -403049.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -403080.250000 Penalty: 3854.449219
	Iteration 33Q: 3 clusters Score -403080.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -403115.343750 Penalty: 3854.449219
	Iteration 34Q: 3 clusters Score -403115.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -403143.718750 Penalty: 3854.449219
	Iteration 35Q: 3 clusters Score -403143.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -403174.437500 Penalty: 3854.449219
	Iteration 36Q: 3 clusters Score -403174.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -403194.718750 Penalty: 3854.449219
	Iteration 37Q: 3 clusters Score -403194.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -403211.156250 Penalty: 3854.449219
	Iteration 38Q: 3 clusters Score -403211.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -403233.125000 Penalty: 3854.449219
	Iteration 39Q: 3 clusters Score -403233.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -403260.031250 Penalty: 3854.449219
	Iteration 40F: 3 clusters Score -403260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -403284.687500 Penalty: 3854.449219
	Iteration 41Q: 3 clusters Score -403284.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -403305.500000 Penalty: 3854.449219
	Iteration 42Q: 3 clusters Score -403305.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -403318.437500 Penalty: 3854.449219
	Iteration 43Q: 3 clusters Score -403318.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -403328.187500 Penalty: 3854.449219
	Iteration 44Q: 3 clusters Score -403328.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -403334.781250 Penalty: 3854.449219
	Iteration 45Q: 3 clusters Score -403334.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -403339.406250 Penalty: 3854.449219
	Iteration 46Q: 3 clusters Score -403339.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -403342.531250 Penalty: 3854.449219
	Iteration 47Q: 3 clusters Score -403342.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -403345.562500 Penalty: 3854.449219
	Iteration 48Q: 3 clusters Score -403345.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -403346.656250 Penalty: 3854.449219
	Iteration 49Q: 3 clusters Score -403346.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -403348.156250 Penalty: 3854.449219
	Iteration 50Q: 3 clusters Score -403348.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -403351.187500 Penalty: 3854.449219
	Iteration 51Q: 3 clusters Score -403351.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -403351.187500 Penalty: 3854.449219
	Iteration 52F: 3 clusters Score -403351.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (44229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Entering Unmasked Estep 
Score: -8090562.000000 Penalty: 2652.889648
	Iteration 0F: 2 clusters Score -8090562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -8061629.500000 Penalty: 5305.779297
	Iteration 0F: 3 clusters Score -8061630 nChanged 20156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -8072374.500000 Penalty: 5305.779297
	Iteration 1F: 3 clusters Score -8072374 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -8072796.000000 Penalty: 5305.779297
	Iteration 2Q: 3 clusters Score -8072796 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -8073234.500000 Penalty: 5305.779297
	Iteration 3Q: 3 clusters Score -8073234 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 23636 members 
Entering Unmasked Estep 
Score: -8073667.000000 Penalty: 5305.779297
	Iteration 4Q: 3 clusters Score -8073667 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -8074163.000000 Penalty: 5305.779297
	Iteration 5Q: 3 clusters Score -8074163 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -8074780.500000 Penalty: 5305.779297
	Iteration 6Q: 3 clusters Score -8074780 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -8075746.000000 Penalty: 5305.779297
	Iteration 7Q: 3 clusters Score -8075746 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -8077396.500000 Penalty: 5305.779297
	Iteration 8F: 3 clusters Score -8077396 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -8079609.500000 Penalty: 5305.779297
	Iteration 9F: 3 clusters Score -8079610 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -8082145.500000 Penalty: 5305.779297
	Iteration 10F: 3 clusters Score -8082146 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
Score: -8084271.500000 Penalty: 5305.779297
	Iteration 11F: 3 clusters Score -8084272 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -8085589.500000 Penalty: 5305.779297
	Iteration 12Q: 3 clusters Score -8085590 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -8086401.000000 Penalty: 5305.779297
	Iteration 13Q: 3 clusters Score -8086401 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 37372 members 
Entering Unmasked Estep 
Score: -8086951.000000 Penalty: 5305.779297
	Iteration 14Q: 3 clusters Score -8086951 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -8087388.000000 Penalty: 5305.779297
	Iteration 15Q: 3 clusters Score -8087388 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -8087729.500000 Penalty: 5305.779297
	Iteration 16Q: 3 clusters Score -8087730 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -8088010.000000 Penalty: 5305.779297
	Iteration 17Q: 3 clusters Score -8088010 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 39348 members 
Entering Unmasked Estep 
Score: -8088187.500000 Penalty: 5305.779297
	Iteration 18Q: 3 clusters Score -8088188 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 39656 members 
Entering Unmasked Estep 
Score: -8088320.000000 Penalty: 5305.779297
	Iteration 19Q: 3 clusters Score -8088320 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 39926 members 
Entering Unmasked Estep 
Score: -8088410.500000 Penalty: 5305.779297
	Iteration 20F: 3 clusters Score -8088410 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -8088496.500000 Penalty: 5305.779297
	Iteration 21Q: 3 clusters Score -8088496 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -8088554.500000 Penalty: 5305.779297
	Iteration 22Q: 3 clusters Score -8088554 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 40477 members 
Entering Unmasked Estep 
Score: -8088567.500000 Penalty: 5305.779297
	Iteration 23Q: 3 clusters Score -8088568 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -8088611.500000 Penalty: 5305.779297
	Iteration 24Q: 3 clusters Score -8088612 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -8088647.500000 Penalty: 5305.779297
	Iteration 25Q: 3 clusters Score -8088648 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 40855 members 
Entering Unmasked Estep 
Score: -8088664.500000 Penalty: 5305.779297
	Iteration 26Q: 3 clusters Score -8088664 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -8088685.000000 Penalty: 5305.779297
	Iteration 27Q: 3 clusters Score -8088685 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 41106 members 
Entering Unmasked Estep 
Score: -8088738.500000 Penalty: 5305.779297
	Iteration 28Q: 3 clusters Score -8088738 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -8088752.500000 Penalty: 5305.779297
	Iteration 29Q: 3 clusters Score -8088752 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 41294 members 
Entering Unmasked Estep 
Score: -8088773.000000 Penalty: 5305.779297
	Iteration 30Q: 3 clusters Score -8088773 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
Score: -8088795.000000 Penalty: 5305.779297
	Iteration 31Q: 3 clusters Score -8088795 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 41431 members 
Entering Unmasked Estep 
Score: -8088810.000000 Penalty: 5305.779297
	Iteration 32Q: 3 clusters Score -8088810 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 41492 members 
Entering Unmasked Estep 
Score: -8088809.500000 Penalty: 5305.779297
	Iteration 33Q: 3 clusters Score -8088810 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -8088810.500000 Penalty: 5305.779297
	Iteration 34Q: 3 clusters Score -8088810 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -8088797.000000 Penalty: 5305.779297
	Iteration 35Q: 3 clusters Score -8088797 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -8088800.500000 Penalty: 5305.779297
	Iteration 36Q: 3 clusters Score -8088800 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
Score: -8088824.000000 Penalty: 5305.779297
	Iteration 37Q: 3 clusters Score -8088824 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -8088824.000000 Penalty: 5305.779297
	Iteration 38Q: 3 clusters Score -8088824 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 41717 members 
Entering Unmasked Estep 
Score: -8088838.500000 Penalty: 5305.779297
	Iteration 39Q: 3 clusters Score -8088838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 41741 members 
Entering Unmasked Estep 
Score: -8088840.500000 Penalty: 5305.779297
	Iteration 40F: 3 clusters Score -8088840 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 41771 members 
Entering Unmasked Estep 
Score: -8088834.500000 Penalty: 5305.779297
	Iteration 41Q: 3 clusters Score -8088834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -8088837.000000 Penalty: 5305.779297
	Iteration 42Q: 3 clusters Score -8088837 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 41833 members 
Entering Unmasked Estep 
Score: -8088827.000000 Penalty: 5305.779297
	Iteration 43Q: 3 clusters Score -8088827 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -8088826.500000 Penalty: 5305.779297
	Iteration 44Q: 3 clusters Score -8088826 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 41908 members 
Entering Unmasked Estep 
Score: -8088857.000000 Penalty: 5305.779297
	Iteration 45Q: 3 clusters Score -8088857 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 41933 members 
Entering Unmasked Estep 
Score: -8088864.500000 Penalty: 5305.779297
	Iteration 46Q: 3 clusters Score -8088864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 41954 members 
Entering Unmasked Estep 
Score: -8088874.000000 Penalty: 5305.779297
	Iteration 47Q: 3 clusters Score -8088874 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -8088878.500000 Penalty: 5305.779297
	Iteration 48Q: 3 clusters Score -8088878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 41997 members 
Entering Unmasked Estep 
Score: -8088886.000000 Penalty: 5305.779297
	Iteration 49Q: 3 clusters Score -8088886 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -8088896.000000 Penalty: 5305.779297
	Iteration 50Q: 3 clusters Score -8088896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -8088883.500000 Penalty: 5305.779297
	Iteration 51Q: 3 clusters Score -8088884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -8088903.000000 Penalty: 5305.779297
	Iteration 52Q: 3 clusters Score -8088903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 42045 members 
Entering Unmasked Estep 
Score: -8088898.500000 Penalty: 5305.779297
	Iteration 53Q: 3 clusters Score -8088898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
Score: -8088894.500000 Penalty: 5305.779297
	Iteration 54Q: 3 clusters Score -8088894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 42060 members 
Entering Unmasked Estep 
Score: -8088898.000000 Penalty: 5305.779297
	Iteration 55Q: 3 clusters Score -8088898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -8088909.000000 Penalty: 5305.779297
	Iteration 56Q: 3 clusters Score -8088909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 42081 members 
Entering Unmasked Estep 
Score: -8088915.500000 Penalty: 5305.779297
	Iteration 57Q: 3 clusters Score -8088916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -8088916.500000 Penalty: 5305.779297
	Iteration 58Q: 3 clusters Score -8088916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 42098 members 
Entering Unmasked Estep 
Score: -8088911.500000 Penalty: 5305.779297
	Iteration 59Q: 3 clusters Score -8088912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 42112 members 
Entering Unmasked Estep 
Score: -8088909.000000 Penalty: 5305.779297
	Iteration 60F: 3 clusters Score -8088909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 42127 members 
Entering Unmasked Estep 
Score: -8088919.500000 Penalty: 5305.779297
	Iteration 61Q: 3 clusters Score -8088920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -8088927.500000 Penalty: 5305.779297
	Iteration 62Q: 3 clusters Score -8088928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -8088910.000000 Penalty: 5305.779297
	Iteration 63Q: 3 clusters Score -8088910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 42162 members 
Entering Unmasked Estep 
Score: -8088915.000000 Penalty: 5305.779297
	Iteration 64Q: 3 clusters Score -8088915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -8088917.000000 Penalty: 5305.779297
	Iteration 65Q: 3 clusters Score -8088917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -8088917.500000 Penalty: 5305.779297
	Iteration 66Q: 3 clusters Score -8088918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -8088920.000000 Penalty: 5305.779297
	Iteration 67Q: 3 clusters Score -8088920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -8088915.500000 Penalty: 5305.779297
	Iteration 68Q: 3 clusters Score -8088916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -8088919.000000 Penalty: 5305.779297
	Iteration 69Q: 3 clusters Score -8088919 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 42170 members 
Entering Unmasked Estep 
Score: -8088921.000000 Penalty: 5305.779297
	Iteration 70Q: 3 clusters Score -8088921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -8088922.500000 Penalty: 5305.779297
	Iteration 71Q: 3 clusters Score -8088922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -8088917.000000 Penalty: 5305.779297
	Iteration 72Q: 3 clusters Score -8088917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -8088918.500000 Penalty: 5305.779297
	Iteration 73Q: 3 clusters Score -8088918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -8088909.500000 Penalty: 5305.779297
	Iteration 74Q: 3 clusters Score -8088910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 42175 members 
Entering Unmasked Estep 
Score: -8088908.500000 Penalty: 5305.779297
	Iteration 75Q: 3 clusters Score -8088908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 42175 members 
Entering Unmasked Estep 
Score: -8088908.500000 Penalty: 5305.779297
	Iteration 76F: 3 clusters Score -8088908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44674 members 
Entering Unmasked Estep 
Score: -8201601.500000 Penalty: 2655.372314
	Iteration 0F: 2 clusters Score -8201602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -8172906.000000 Penalty: 5310.744629
	Iteration 0F: 3 clusters Score -8172906 nChanged 20679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -8184581.000000 Penalty: 5310.744629
	Iteration 1F: 3 clusters Score -8184581 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -8185723.500000 Penalty: 5310.744629
	Iteration 2Q: 3 clusters Score -8185724 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -8187341.500000 Penalty: 5310.744629
	Iteration 3F: 3 clusters Score -8187342 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -8189442.000000 Penalty: 5310.744629
	Iteration 4F: 3 clusters Score -8189442 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -8191931.000000 Penalty: 5310.744629
	Iteration 5F: 3 clusters Score -8191931 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -8194781.000000 Penalty: 5310.744629
	Iteration 6F: 3 clusters Score -8194781 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -8197371.500000 Penalty: 5310.744629
	Iteration 7F: 3 clusters Score -8197372 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -8198919.000000 Penalty: 5310.744629
	Iteration 8Q: 3 clusters Score -8198919 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -8199655.000000 Penalty: 5310.744629
	Iteration 9Q: 3 clusters Score -8199655 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -8200025.000000 Penalty: 5310.744629
	Iteration 10Q: 3 clusters Score -8200025 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -8200235.500000 Penalty: 5310.744629
	Iteration 11Q: 3 clusters Score -8200236 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 33759 members 
Entering Unmasked Estep 
Score: -8200416.500000 Penalty: 5310.744629
	Iteration 12Q: 3 clusters Score -8200416 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 34244 members 
Entering Unmasked Estep 
Score: -8200582.500000 Penalty: 5310.744629
	Iteration 13Q: 3 clusters Score -8200582 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -8200639.500000 Penalty: 5310.744629
	Iteration 14Q: 3 clusters Score -8200640 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -8200780.000000 Penalty: 5310.744629
	Iteration 15Q: 3 clusters Score -8200780 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -8200856.500000 Penalty: 5310.744629
	Iteration 16Q: 3 clusters Score -8200856 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -8200891.500000 Penalty: 5310.744629
	Iteration 17Q: 3 clusters Score -8200892 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -8200937.000000 Penalty: 5310.744629
	Iteration 18Q: 3 clusters Score -8200937 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -8200967.000000 Penalty: 5310.744629
	Iteration 19Q: 3 clusters Score -8200967 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -8200987.500000 Penalty: 5310.744629
	Iteration 20F: 3 clusters Score -8200988 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -8201063.500000 Penalty: 5310.744629
	Iteration 21Q: 3 clusters Score -8201064 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 37053 members 
Entering Unmasked Estep 
Score: -8201081.000000 Penalty: 5310.744629
	Iteration 22Q: 3 clusters Score -8201081 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -8201085.500000 Penalty: 5310.744629
	Iteration 23Q: 3 clusters Score -8201086 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -8201095.500000 Penalty: 5310.744629
	Iteration 24Q: 3 clusters Score -8201096 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 37540 members 
Entering Unmasked Estep 
Score: -8201108.000000 Penalty: 5310.744629
	Iteration 25Q: 3 clusters Score -8201108 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 37666 members 
Entering Unmasked Estep 
Score: -8201130.500000 Penalty: 5310.744629
	Iteration 26Q: 3 clusters Score -8201130 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -8201129.500000 Penalty: 5310.744629
	Iteration 27Q: 3 clusters Score -8201130 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -8201161.000000 Penalty: 5310.744629
	Iteration 28Q: 3 clusters Score -8201161 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 37948 members 
Entering Unmasked Estep 
Score: -8201145.000000 Penalty: 5310.744629
	Iteration 29Q: 3 clusters Score -8201145 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 38022 members 
Entering Unmasked Estep 
Score: -8201146.500000 Penalty: 5310.744629
	Iteration 30Q: 3 clusters Score -8201146 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -8201160.000000 Penalty: 5310.744629
	Iteration 31Q: 3 clusters Score -8201160 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -8201154.500000 Penalty: 5310.744629
	Iteration 32Q: 3 clusters Score -8201154 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 38189 members 
Entering Unmasked Estep 
Score: -8201164.000000 Penalty: 5310.744629
	Iteration 33Q: 3 clusters Score -8201164 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 38244 members 
Entering Unmasked Estep 
Score: -8201147.000000 Penalty: 5310.744629
	Iteration 34Q: 3 clusters Score -8201147 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -8201165.000000 Penalty: 5310.744629
	Iteration 35Q: 3 clusters Score -8201165 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 38332 members 
Entering Unmasked Estep 
Score: -8201157.000000 Penalty: 5310.744629
	Iteration 36Q: 3 clusters Score -8201157 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 38374 members 
Entering Unmasked Estep 
Score: -8201148.500000 Penalty: 5310.744629
	Iteration 37Q: 3 clusters Score -8201148 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 38419 members 
Entering Unmasked Estep 
Score: -8201160.000000 Penalty: 5310.744629
	Iteration 38Q: 3 clusters Score -8201160 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -8201170.000000 Penalty: 5310.744629
	Iteration 39Q: 3 clusters Score -8201170 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 38506 members 
Entering Unmasked Estep 
Score: -8201156.000000 Penalty: 5310.744629
	Iteration 40F: 3 clusters Score -8201156 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 38539 members 
Entering Unmasked Estep 
Score: -8201167.000000 Penalty: 5310.744629
	Iteration 41Q: 3 clusters Score -8201167 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 38567 members 
Entering Unmasked Estep 
Score: -8201158.000000 Penalty: 5310.744629
	Iteration 42Q: 3 clusters Score -8201158 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 38602 members 
Entering Unmasked Estep 
Score: -8201171.000000 Penalty: 5310.744629
	Iteration 43Q: 3 clusters Score -8201171 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 38645 members 
Entering Unmasked Estep 
Score: -8201182.000000 Penalty: 5310.744629
	Iteration 44Q: 3 clusters Score -8201182 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -8201190.000000 Penalty: 5310.744629
	Iteration 45Q: 3 clusters Score -8201190 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -8201204.000000 Penalty: 5310.744629
	Iteration 46Q: 3 clusters Score -8201204 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -8201197.000000 Penalty: 5310.744629
	Iteration 47Q: 3 clusters Score -8201197 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 38773 members 
Entering Unmasked Estep 
Score: -8201192.500000 Penalty: 5310.744629
	Iteration 48Q: 3 clusters Score -8201192 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -8201197.500000 Penalty: 5310.744629
	Iteration 49Q: 3 clusters Score -8201198 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -8201204.500000 Penalty: 5310.744629
	Iteration 50Q: 3 clusters Score -8201204 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 38881 members 
Entering Unmasked Estep 
Score: -8201208.500000 Penalty: 5310.744629
	Iteration 51Q: 3 clusters Score -8201208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -8201208.000000 Penalty: 5310.744629
	Iteration 52Q: 3 clusters Score -8201208 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 38955 members 
Entering Unmasked Estep 
Score: -8201229.000000 Penalty: 5310.744629
	Iteration 53Q: 3 clusters Score -8201229 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 38999 members 
Entering Unmasked Estep 
Score: -8201232.000000 Penalty: 5310.744629
	Iteration 54Q: 3 clusters Score -8201232 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -8201244.000000 Penalty: 5310.744629
	Iteration 55Q: 3 clusters Score -8201244 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
Score: -8201249.000000 Penalty: 5310.744629
	Iteration 56Q: 3 clusters Score -8201249 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -8201250.000000 Penalty: 5310.744629
	Iteration 57Q: 3 clusters Score -8201250 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 39150 members 
Entering Unmasked Estep 
Score: -8201244.500000 Penalty: 5310.744629
	Iteration 58Q: 3 clusters Score -8201244 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 39183 members 
Entering Unmasked Estep 
Score: -8201239.500000 Penalty: 5310.744629
	Iteration 59Q: 3 clusters Score -8201240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 39206 members 
Entering Unmasked Estep 
Score: -8201249.500000 Penalty: 5310.744629
	Iteration 60F: 3 clusters Score -8201250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
Score: -8201237.500000 Penalty: 5310.744629
	Iteration 61Q: 3 clusters Score -8201238 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -8201240.000000 Penalty: 5310.744629
	Iteration 62Q: 3 clusters Score -8201240 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -8201237.000000 Penalty: 5310.744629
	Iteration 63Q: 3 clusters Score -8201237 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 39332 members 
Entering Unmasked Estep 
Score: -8201237.500000 Penalty: 5310.744629
	Iteration 64Q: 3 clusters Score -8201238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 39354 members 
Entering Unmasked Estep 
Score: -8201242.000000 Penalty: 5310.744629
	Iteration 65Q: 3 clusters Score -8201242 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -8201233.000000 Penalty: 5310.744629
	Iteration 66Q: 3 clusters Score -8201233 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 39418 members 
Entering Unmasked Estep 
Score: -8201253.500000 Penalty: 5310.744629
	Iteration 67Q: 3 clusters Score -8201254 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
Score: -8201241.000000 Penalty: 5310.744629
	Iteration 68Q: 3 clusters Score -8201241 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -8201239.000000 Penalty: 5310.744629
	Iteration 69Q: 3 clusters Score -8201239 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 39489 members 
Entering Unmasked Estep 
Score: -8201247.500000 Penalty: 5310.744629
	Iteration 70Q: 3 clusters Score -8201248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -8201241.000000 Penalty: 5310.744629
	Iteration 71Q: 3 clusters Score -8201241 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -8201253.000000 Penalty: 5310.744629
	Iteration 72Q: 3 clusters Score -8201253 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -8201253.000000 Penalty: 5310.744629
	Iteration 73Q: 3 clusters Score -8201253 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 39574 members 
Entering Unmasked Estep 
Score: -8201250.000000 Penalty: 5310.744629
	Iteration 74Q: 3 clusters Score -8201250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 39588 members 
Entering Unmasked Estep 
Score: -8201256.500000 Penalty: 5310.744629
	Iteration 75Q: 3 clusters Score -8201256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 39610 members 
Entering Unmasked Estep 
Score: -8201249.500000 Penalty: 5310.744629
	Iteration 76Q: 3 clusters Score -8201250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
Score: -8201251.500000 Penalty: 5310.744629
	Iteration 77Q: 3 clusters Score -8201252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 39642 members 
Entering Unmasked Estep 
Score: -8201253.500000 Penalty: 5310.744629
	Iteration 78Q: 3 clusters Score -8201254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -8201242.500000 Penalty: 5310.744629
	Iteration 79Q: 3 clusters Score -8201242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -8201239.000000 Penalty: 5310.744629
	Iteration 80F: 3 clusters Score -8201239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -8201243.000000 Penalty: 5310.744629
	Iteration 81Q: 3 clusters Score -8201243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 39653 members 
Entering Unmasked Estep 
Score: -8201241.500000 Penalty: 5310.744629
	Iteration 82Q: 3 clusters Score -8201242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 39653 members 
Entering Unmasked Estep 
Score: -8201241.500000 Penalty: 5310.744629
	Iteration 83F: 3 clusters Score -8201242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45343 members 
Entering Unmasked Estep 
Score: -8241373.500000 Penalty: 2659.058838
	Iteration 0F: 2 clusters Score -8241374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -8211335.500000 Penalty: 5318.117676
	Iteration 0F: 3 clusters Score -8211336 nChanged 21032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -8223162.000000 Penalty: 5318.117676
	Iteration 1F: 3 clusters Score -8223162 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 25132 members 
Entering Unmasked Estep 
Score: -8223967.500000 Penalty: 5318.117676
	Iteration 2Q: 3 clusters Score -8223968 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 26397 members 
Entering Unmasked Estep 
Score: -8225067.500000 Penalty: 5318.117676
	Iteration 3F: 3 clusters Score -8225068 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -8226609.000000 Penalty: 5318.117676
	Iteration 4F: 3 clusters Score -8226609 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -8228718.500000 Penalty: 5318.117676
	Iteration 5F: 3 clusters Score -8228718 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -8231273.500000 Penalty: 5318.117676
	Iteration 6F: 3 clusters Score -8231274 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -8233767.500000 Penalty: 5318.117676
	Iteration 7F: 3 clusters Score -8233768 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -8235815.500000 Penalty: 5318.117676
	Iteration 8F: 3 clusters Score -8235816 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 38466 members 
Entering Unmasked Estep 
Score: -8237029.500000 Penalty: 5318.117676
	Iteration 9Q: 3 clusters Score -8237030 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -8237844.500000 Penalty: 5318.117676
	Iteration 10Q: 3 clusters Score -8237844 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -8238284.500000 Penalty: 5318.117676
	Iteration 11Q: 3 clusters Score -8238284 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -8238622.500000 Penalty: 5318.117676
	Iteration 12Q: 3 clusters Score -8238622 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 40977 members 
Entering Unmasked Estep 
Score: -8238873.000000 Penalty: 5318.117676
	Iteration 13Q: 3 clusters Score -8238873 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 41341 members 
Entering Unmasked Estep 
Score: -8239024.000000 Penalty: 5318.117676
	Iteration 14Q: 3 clusters Score -8239024 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -8239151.000000 Penalty: 5318.117676
	Iteration 15Q: 3 clusters Score -8239151 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 41892 members 
Entering Unmasked Estep 
Score: -8239197.000000 Penalty: 5318.117676
	Iteration 16Q: 3 clusters Score -8239197 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -8239248.000000 Penalty: 5318.117676
	Iteration 17Q: 3 clusters Score -8239248 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -8239297.500000 Penalty: 5318.117676
	Iteration 18Q: 3 clusters Score -8239298 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 42433 members 
Entering Unmasked Estep 
Score: -8239309.500000 Penalty: 5318.117676
	Iteration 19Q: 3 clusters Score -8239310 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 42577 members 
Entering Unmasked Estep 
Score: -8239349.500000 Penalty: 5318.117676
	Iteration 20F: 3 clusters Score -8239350 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -8239364.000000 Penalty: 5318.117676
	Iteration 21Q: 3 clusters Score -8239364 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 42807 members 
Entering Unmasked Estep 
Score: -8239385.000000 Penalty: 5318.117676
	Iteration 22Q: 3 clusters Score -8239385 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 42906 members 
Entering Unmasked Estep 
Score: -8239430.000000 Penalty: 5318.117676
	Iteration 23Q: 3 clusters Score -8239430 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 43001 members 
Entering Unmasked Estep 
Score: -8239444.000000 Penalty: 5318.117676
	Iteration 24Q: 3 clusters Score -8239444 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 43077 members 
Entering Unmasked Estep 
Score: -8239452.500000 Penalty: 5318.117676
	Iteration 25Q: 3 clusters Score -8239452 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -8239463.500000 Penalty: 5318.117676
	Iteration 26Q: 3 clusters Score -8239464 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -8239460.500000 Penalty: 5318.117676
	Iteration 27Q: 3 clusters Score -8239460 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 43238 members 
Entering Unmasked Estep 
Score: -8239478.500000 Penalty: 5318.117676
	Iteration 28Q: 3 clusters Score -8239478 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -8239477.000000 Penalty: 5318.117676
	Iteration 29Q: 3 clusters Score -8239477 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 43318 members 
Entering Unmasked Estep 
Score: -8239458.000000 Penalty: 5318.117676
	Iteration 30Q: 3 clusters Score -8239458 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 43360 members 
Entering Unmasked Estep 
Score: -8239461.500000 Penalty: 5318.117676
	Iteration 31Q: 3 clusters Score -8239462 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 43402 members 
Entering Unmasked Estep 
Score: -8239475.000000 Penalty: 5318.117676
	Iteration 32Q: 3 clusters Score -8239475 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 43436 members 
Entering Unmasked Estep 
Score: -8239468.500000 Penalty: 5318.117676
	Iteration 33Q: 3 clusters Score -8239468 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 43466 members 
Entering Unmasked Estep 
Score: -8239475.500000 Penalty: 5318.117676
	Iteration 34Q: 3 clusters Score -8239476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 43489 members 
Entering Unmasked Estep 
Score: -8239486.000000 Penalty: 5318.117676
	Iteration 35Q: 3 clusters Score -8239486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -8239484.500000 Penalty: 5318.117676
	Iteration 36Q: 3 clusters Score -8239484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 43532 members 
Entering Unmasked Estep 
Score: -8239490.000000 Penalty: 5318.117676
	Iteration 37Q: 3 clusters Score -8239490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 43552 members 
Entering Unmasked Estep 
Score: -8239481.500000 Penalty: 5318.117676
	Iteration 38Q: 3 clusters Score -8239482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -8239492.000000 Penalty: 5318.117676
	Iteration 39Q: 3 clusters Score -8239492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 43584 members 
Entering Unmasked Estep 
Score: -8239480.500000 Penalty: 5318.117676
	Iteration 40F: 3 clusters Score -8239480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 43598 members 
Entering Unmasked Estep 
Score: -8239482.000000 Penalty: 5318.117676
	Iteration 41Q: 3 clusters Score -8239482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 43609 members 
Entering Unmasked Estep 
Score: -8239484.000000 Penalty: 5318.117676
	Iteration 42Q: 3 clusters Score -8239484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -8239482.000000 Penalty: 5318.117676
	Iteration 43Q: 3 clusters Score -8239482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 43635 members 
Entering Unmasked Estep 
Score: -8239481.000000 Penalty: 5318.117676
	Iteration 44Q: 3 clusters Score -8239481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 43648 members 
Entering Unmasked Estep 
Score: -8239486.000000 Penalty: 5318.117676
	Iteration 45Q: 3 clusters Score -8239486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -8239481.500000 Penalty: 5318.117676
	Iteration 46Q: 3 clusters Score -8239482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 43672 members 
Entering Unmasked Estep 
Score: -8239505.000000 Penalty: 5318.117676
	Iteration 47Q: 3 clusters Score -8239505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -8239494.000000 Penalty: 5318.117676
	Iteration 48Q: 3 clusters Score -8239494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -8239498.500000 Penalty: 5318.117676
	Iteration 49Q: 3 clusters Score -8239498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -8239500.000000 Penalty: 5318.117676
	Iteration 50Q: 3 clusters Score -8239500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 43704 members 
Entering Unmasked Estep 
Score: -8239493.000000 Penalty: 5318.117676
	Iteration 51Q: 3 clusters Score -8239493 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 43714 members 
Entering Unmasked Estep 
Score: -8239480.500000 Penalty: 5318.117676
	Iteration 52Q: 3 clusters Score -8239480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -8239474.000000 Penalty: 5318.117676
	Iteration 53Q: 3 clusters Score -8239474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -8239472.000000 Penalty: 5318.117676
	Iteration 54Q: 3 clusters Score -8239472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -8239486.500000 Penalty: 5318.117676
	Iteration 55Q: 3 clusters Score -8239486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 43736 members 
Entering Unmasked Estep 
Score: -8239481.500000 Penalty: 5318.117676
	Iteration 56Q: 3 clusters Score -8239482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 43741 members 
Entering Unmasked Estep 
Score: -8239478.500000 Penalty: 5318.117676
	Iteration 57Q: 3 clusters Score -8239478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 43743 members 
Entering Unmasked Estep 
Score: -8239478.500000 Penalty: 5318.117676
	Iteration 58Q: 3 clusters Score -8239478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 43744 members 
Entering Unmasked Estep 
Score: -8239481.500000 Penalty: 5318.117676
	Iteration 59Q: 3 clusters Score -8239482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -8239485.000000 Penalty: 5318.117676
	Iteration 60F: 3 clusters Score -8239485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -71848.289062 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -71848.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -70351.328125 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -70351.33 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -70899.062500 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -70899.06 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -71202.859375 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -71202.86 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -71370.539062 Penalty: 3216.379150
	Iteration 3F: 3 clusters Score -71370.54 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -71480.406250 Penalty: 3216.379150
	Iteration 4Q: 3 clusters Score -71480.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -71569.507812 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -71569.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -71636.289062 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -71636.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -71674.531250 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -71674.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -71699.476562 Penalty: 3216.379150
	Iteration 8Q: 3 clusters Score -71699.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -71707.015625 Penalty: 3216.379150
	Iteration 9Q: 3 clusters Score -71707.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -71719.132812 Penalty: 3216.379150
	Iteration 10Q: 3 clusters Score -71719.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -71724.390625 Penalty: 3216.379150
	Iteration 11Q: 3 clusters Score -71724.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -71725.148438 Penalty: 3216.379150
	Iteration 12F: 3 clusters Score -71725.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -71735.523438 Penalty: 3216.379150
	Iteration 13Q: 3 clusters Score -71735.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -71735.812500 Penalty: 3216.379150
	Iteration 14Q: 3 clusters Score -71735.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -71735.812500 Penalty: 3216.379150
	Iteration 15F: 3 clusters Score -71735.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (43554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43554 members 
Entering Unmasked Estep 
Score: -7906750.500000 Penalty: 2649.075684
	Iteration 0F: 2 clusters Score -7906750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -7877736.500000 Penalty: 5298.151367
	Iteration 0F: 3 clusters Score -7877736 nChanged 20049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -7888918.000000 Penalty: 5298.151367
	Iteration 1F: 3 clusters Score -7888918 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -7889445.000000 Penalty: 5298.151367
	Iteration 2Q: 3 clusters Score -7889445 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -7890025.500000 Penalty: 5298.151367
	Iteration 3Q: 3 clusters Score -7890026 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -7890716.500000 Penalty: 5298.151367
	Iteration 4Q: 3 clusters Score -7890716 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -7891745.000000 Penalty: 5298.151367
	Iteration 5Q: 3 clusters Score -7891745 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28433 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -7893262.000000 Penalty: 5298.151367
	Iteration 6F: 3 clusters Score -7893262 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -7895399.500000 Penalty: 5298.151367
	Iteration 7F: 3 clusters Score -7895400 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -7898181.500000 Penalty: 5298.151367
	Iteration 8F: 3 clusters Score -7898182 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -7900920.000000 Penalty: 5298.151367
	Iteration 9F: 3 clusters Score -7900920 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -7902989.500000 Penalty: 5298.151367
	Iteration 10Q: 3 clusters Score -7902990 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38194 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -7904064.500000 Penalty: 5298.151367
	Iteration 11Q: 3 clusters Score -7904064 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -7904495.500000 Penalty: 5298.151367
	Iteration 12Q: 3 clusters Score -7904496 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39045 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -7904697.000000 Penalty: 5298.151367
	Iteration 13Q: 3 clusters Score -7904697 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39358 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -7904807.000000 Penalty: 5298.151367
	Iteration 14Q: 3 clusters Score -7904807 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -7904886.000000 Penalty: 5298.151367
	Iteration 15Q: 3 clusters Score -7904886 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -7904931.000000 Penalty: 5298.151367
	Iteration 16Q: 3 clusters Score -7904931 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40088 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -7904937.500000 Penalty: 5298.151367
	Iteration 17Q: 3 clusters Score -7904938 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -7904977.000000 Penalty: 5298.151367
	Iteration 18Q: 3 clusters Score -7904977 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -7904993.000000 Penalty: 5298.151367
	Iteration 19Q: 3 clusters Score -7904993 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -7905001.000000 Penalty: 5298.151367
	Iteration 20F: 3 clusters Score -7905001 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40659 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -7905005.000000 Penalty: 5298.151367
	Iteration 21Q: 3 clusters Score -7905005 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -7905005.000000 Penalty: 5298.151367
	Iteration 22Q: 3 clusters Score -7905005 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40844 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -7905011.000000 Penalty: 5298.151367
	Iteration 23Q: 3 clusters Score -7905011 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40922 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -7904999.000000 Penalty: 5298.151367
	Iteration 24Q: 3 clusters Score -7904999 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -7904999.000000 Penalty: 5298.151367
	Iteration 25Q: 3 clusters Score -7904999 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -7904998.500000 Penalty: 5298.151367
	Iteration 26Q: 3 clusters Score -7904998 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41117 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -7905014.500000 Penalty: 5298.151367
	Iteration 27Q: 3 clusters Score -7905014 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -7905013.500000 Penalty: 5298.151367
	Iteration 28Q: 3 clusters Score -7905014 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41220 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -7905021.500000 Penalty: 5298.151367
	Iteration 29Q: 3 clusters Score -7905022 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41272 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -7905040.000000 Penalty: 5298.151367
	Iteration 30Q: 3 clusters Score -7905040 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -7905029.500000 Penalty: 5298.151367
	Iteration 31Q: 3 clusters Score -7905030 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41353 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -7905040.000000 Penalty: 5298.151367
	Iteration 32Q: 3 clusters Score -7905040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -7905035.500000 Penalty: 5298.151367
	Iteration 33Q: 3 clusters Score -7905036 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -7905030.000000 Penalty: 5298.151367
	Iteration 34Q: 3 clusters Score -7905030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41418 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -7905023.500000 Penalty: 5298.151367
	Iteration 35Q: 3 clusters Score -7905024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41438 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -7905025.000000 Penalty: 5298.151367
	Iteration 36Q: 3 clusters Score -7905025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -7905016.500000 Penalty: 5298.151367
	Iteration 37Q: 3 clusters Score -7905016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -7905007.500000 Penalty: 5298.151367
	Iteration 38Q: 3 clusters Score -7905008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -7905010.000000 Penalty: 5298.151367
	Iteration 39Q: 3 clusters Score -7905010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -7905010.500000 Penalty: 5298.151367
	Iteration 40F: 3 clusters Score -7905010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -7905018.500000 Penalty: 5298.151367
	Iteration 41Q: 3 clusters Score -7905018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41544 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -7905013.000000 Penalty: 5298.151367
	Iteration 42Q: 3 clusters Score -7905013 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -7905011.500000 Penalty: 5298.151367
	Iteration 43Q: 3 clusters Score -7905012 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -7905015.500000 Penalty: 5298.151367
	Iteration 44Q: 3 clusters Score -7905016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41626 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -7905013.000000 Penalty: 5298.151367
	Iteration 45Q: 3 clusters Score -7905013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -7904998.000000 Penalty: 5298.151367
	Iteration 46Q: 3 clusters Score -7904998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -7905004.000000 Penalty: 5298.151367
	Iteration 47Q: 3 clusters Score -7905004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -7904985.500000 Penalty: 5298.151367
	Iteration 48Q: 3 clusters Score -7904986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -7904992.000000 Penalty: 5298.151367
	Iteration 49Q: 3 clusters Score -7904992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41692 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -7904990.500000 Penalty: 5298.151367
	Iteration 50Q: 3 clusters Score -7904990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -7905004.000000 Penalty: 5298.151367
	Iteration 51Q: 3 clusters Score -7905004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -7904998.000000 Penalty: 5298.151367
	Iteration 52Q: 3 clusters Score -7904998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -7904992.000000 Penalty: 5298.151367
	Iteration 53Q: 3 clusters Score -7904992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41723 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -7904992.500000 Penalty: 5298.151367
	Iteration 54Q: 3 clusters Score -7904992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41731 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -7905003.500000 Penalty: 5298.151367
	Iteration 55Q: 3 clusters Score -7905004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41742 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -7904998.000000 Penalty: 5298.151367
	Iteration 56Q: 3 clusters Score -7904998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -7904991.000000 Penalty: 5298.151367
	Iteration 57Q: 3 clusters Score -7904991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -7904991.000000 Penalty: 5298.151367
	Iteration 58Q: 3 clusters Score -7904991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41766 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -7904993.500000 Penalty: 5298.151367
	Iteration 59Q: 3 clusters Score -7904994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -7904992.500000 Penalty: 5298.151367
	Iteration 60F: 3 clusters Score -7904992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41791 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -7904999.500000 Penalty: 5298.151367
	Iteration 61Q: 3 clusters Score -7905000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -7904986.000000 Penalty: 5298.151367
	Iteration 62Q: 3 clusters Score -7904986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -7904985.500000 Penalty: 5298.151367
	Iteration 63Q: 3 clusters Score -7904986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -7904990.500000 Penalty: 5298.151367
	Iteration 64Q: 3 clusters Score -7904990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -7904999.000000 Penalty: 5298.151367
	Iteration 65Q: 3 clusters Score -7904999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -7904997.000000 Penalty: 5298.151367
	Iteration 66Q: 3 clusters Score -7904997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -7904998.000000 Penalty: 5298.151367
	Iteration 67Q: 3 clusters Score -7904998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -7904994.000000 Penalty: 5298.151367
	Iteration 68Q: 3 clusters Score -7904994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -7904993.500000 Penalty: 5298.151367
	Iteration 69Q: 3 clusters Score -7904994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -7904986.500000 Penalty: 5298.151367
	Iteration 70Q: 3 clusters Score -7904986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -7904981.500000 Penalty: 5298.151367
	Iteration 71Q: 3 clusters Score -7904982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41865 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -7904980.000000 Penalty: 5298.151367
	Iteration 72Q: 3 clusters Score -7904980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -7904978.000000 Penalty: 5298.151367
	Iteration 73Q: 3 clusters Score -7904978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -7904981.000000 Penalty: 5298.151367
	Iteration 74Q: 3 clusters Score -7904981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -7904981.000000 Penalty: 5298.151367
	Iteration 75Q: 3 clusters Score -7904981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -7904982.500000 Penalty: 5298.151367
	Iteration 76Q: 3 clusters Score -7904982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41880 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -7904977.500000 Penalty: 5298.151367
	Iteration 77Q: 3 clusters Score -7904978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -7904984.000000 Penalty: 5298.151367
	Iteration 78Q: 3 clusters Score -7904984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -7904982.500000 Penalty: 5298.151367
	Iteration 79Q: 3 clusters Score -7904982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -7904979.500000 Penalty: 5298.151367
	Iteration 80F: 3 clusters Score -7904980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -7904966.500000 Penalty: 5298.151367
	Iteration 81Q: 3 clusters Score -7904966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -7904969.000000 Penalty: 5298.151367
	Iteration 82Q: 3 clusters Score -7904969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -7904969.000000 Penalty: 5298.151367
	Iteration 83F: 3 clusters Score -7904969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Entering Unmasked Estep 
Score: -209185.531250 Penalty: 1777.042358
	Iteration 0F: 2 clusters Score -209185.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -207120.609375 Penalty: 3554.084717
	Iteration 0F: 3 clusters Score -207120.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -207532.343750 Penalty: 3554.084717
	Iteration 1F: 3 clusters Score -207532.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -207663.453125 Penalty: 3554.084717
	Iteration 2F: 3 clusters Score -207663.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -207764.343750 Penalty: 3554.084717
	Iteration 3F: 3 clusters Score -207764.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -207887.484375 Penalty: 3554.084717
	Iteration 4F: 3 clusters Score -207887.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -207977.250000 Penalty: 3554.084717
	Iteration 5Q: 3 clusters Score -207977.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -208037.437500 Penalty: 3554.084717
	Iteration 6Q: 3 clusters Score -208037.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -208090.046875 Penalty: 3554.084717
	Iteration 7Q: 3 clusters Score -208090 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -208164.265625 Penalty: 3554.084717
	Iteration 8Q: 3 clusters Score -208164.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -208201.093750 Penalty: 3554.084717
	Iteration 9Q: 3 clusters Score -208201.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -208230.250000 Penalty: 3554.084717
	Iteration 10Q: 3 clusters Score -208230.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -208250.609375 Penalty: 3554.084717
	Iteration 11Q: 3 clusters Score -208250.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -208267.812500 Penalty: 3554.084717
	Iteration 12Q: 3 clusters Score -208267.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -208279.921875 Penalty: 3554.084717
	Iteration 13Q: 3 clusters Score -208279.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -208281.203125 Penalty: 3554.084717
	Iteration 14Q: 3 clusters Score -208281.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -208282.093750 Penalty: 3554.084717
	Iteration 15Q: 3 clusters Score -208282.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -208282.093750 Penalty: 3554.084717
	Iteration 16F: 3 clusters Score -208282.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Entering Unmasked Estep 
Score: -101102.914062 Penalty: 1578.884644
	Iteration 0F: 2 clusters Score -101102.9 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 278 members 
Entering Unmasked Estep 
Score: -99478.125000 Penalty: 3157.769287
	Iteration 0F: 3 clusters Score -99478.12 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -99645.281250 Penalty: 3157.769287
	Iteration 1F: 3 clusters Score -99645.28 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -99696.054688 Penalty: 3157.769287
	Iteration 2Q: 3 clusters Score -99696.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -99723.351562 Penalty: 3157.769287
	Iteration 3Q: 3 clusters Score -99723.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -99736.507812 Penalty: 3157.769287
	Iteration 4Q: 3 clusters Score -99736.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -99767.507812 Penalty: 3157.769287
	Iteration 5Q: 3 clusters Score -99767.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -99775.578125 Penalty: 3157.769287
	Iteration 6Q: 3 clusters Score -99775.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -99783.515625 Penalty: 3157.769287
	Iteration 7Q: 3 clusters Score -99783.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -99785.296875 Penalty: 3157.769287
	Iteration 8Q: 3 clusters Score -99785.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -99789.390625 Penalty: 3157.769287
	Iteration 9Q: 3 clusters Score -99789.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -99792.632812 Penalty: 3157.769287
	Iteration 10Q: 3 clusters Score -99792.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -99795.289062 Penalty: 3157.769287
	Iteration 11Q: 3 clusters Score -99795.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -99795.289062 Penalty: 3157.769287
	Iteration 12F: 3 clusters Score -99795.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Entering Unmasked Estep 
Score: -97224.460938 Penalty: 1622.533081
	Iteration 0F: 2 clusters Score -97224.46 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 346 members 
Entering Unmasked Estep 
Score: -95644.453125 Penalty: 3245.066162
	Iteration 0F: 3 clusters Score -95644.45 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -95972.828125 Penalty: 3245.066162
	Iteration 1F: 3 clusters Score -95972.83 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -96098.328125 Penalty: 3245.066162
	Iteration 2F: 3 clusters Score -96098.33 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -96243.953125 Penalty: 3245.066162
	Iteration 3Q: 3 clusters Score -96243.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -96376.156250 Penalty: 3245.066162
	Iteration 4Q: 3 clusters Score -96376.16 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -96484.882812 Penalty: 3245.066162
	Iteration 5Q: 3 clusters Score -96484.88 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -96529.968750 Penalty: 3245.066162
	Iteration 6Q: 3 clusters Score -96529.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -96558.265625 Penalty: 3245.066162
	Iteration 7Q: 3 clusters Score -96558.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -96596.101562 Penalty: 3245.066162
	Iteration 8Q: 3 clusters Score -96596.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -96608.656250 Penalty: 3245.066162
	Iteration 9Q: 3 clusters Score -96608.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -96629.796875 Penalty: 3245.066162
	Iteration 10Q: 3 clusters Score -96629.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -96655.156250 Penalty: 3245.066162
	Iteration 11Q: 3 clusters Score -96655.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -96681.554688 Penalty: 3245.066162
	Iteration 12Q: 3 clusters Score -96681.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -96709.851562 Penalty: 3245.066162
	Iteration 13Q: 3 clusters Score -96709.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -96726.265625 Penalty: 3245.066162
	Iteration 14Q: 3 clusters Score -96726.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -96742.601562 Penalty: 3245.066162
	Iteration 15Q: 3 clusters Score -96742.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -96755.031250 Penalty: 3245.066162
	Iteration 16Q: 3 clusters Score -96755.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -96772.687500 Penalty: 3245.066162
	Iteration 17Q: 3 clusters Score -96772.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -96782.429688 Penalty: 3245.066162
	Iteration 18Q: 3 clusters Score -96782.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -96789.992188 Penalty: 3245.066162
	Iteration 19Q: 3 clusters Score -96789.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -96800.265625 Penalty: 3245.066162
	Iteration 20F: 3 clusters Score -96800.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -96837.460938 Penalty: 3245.066162
	Iteration 21Q: 3 clusters Score -96837.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -96903.453125 Penalty: 3245.066162
	Iteration 22Q: 3 clusters Score -96903.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -96968.515625 Penalty: 3245.066162
	Iteration 23Q: 3 clusters Score -96968.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -97005.554688 Penalty: 3245.066162
	Iteration 24Q: 3 clusters Score -97005.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -97052.945312 Penalty: 3245.066162
	Iteration 25Q: 3 clusters Score -97052.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -97081.328125 Penalty: 3245.066162
	Iteration 26Q: 3 clusters Score -97081.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -97102.304688 Penalty: 3245.066162
	Iteration 27Q: 3 clusters Score -97102.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -97108.289062 Penalty: 3245.066162
	Iteration 28Q: 3 clusters Score -97108.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -97111.671875 Penalty: 3245.066162
	Iteration 29Q: 3 clusters Score -97111.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -97130.273438 Penalty: 3245.066162
	Iteration 30Q: 3 clusters Score -97130.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -97132.695312 Penalty: 3245.066162
	Iteration 31Q: 3 clusters Score -97132.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -97132.695312 Penalty: 3245.066162
	Iteration 32F: 3 clusters Score -97132.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Entering Unmasked Estep 
Score: -103132.523438 Penalty: 1585.610596
	Iteration 0F: 2 clusters Score -103132.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -101548.210938 Penalty: 3171.221191
	Iteration 0F: 3 clusters Score -101548.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -101793.359375 Penalty: 3171.221191
	Iteration 1F: 3 clusters Score -101793.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -101872.726562 Penalty: 3171.221191
	Iteration 2F: 3 clusters Score -101872.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -101922.132812 Penalty: 3171.221191
	Iteration 3Q: 3 clusters Score -101922.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -101939.781250 Penalty: 3171.221191
	Iteration 4Q: 3 clusters Score -101939.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -101954.085938 Penalty: 3171.221191
	Iteration 5Q: 3 clusters Score -101954.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -101954.851562 Penalty: 3171.221191
	Iteration 6Q: 3 clusters Score -101954.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -101954.851562 Penalty: 3171.221191
	Iteration 7F: 3 clusters Score -101954.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Entering Unmasked Estep 
Score: -104498.070312 Penalty: 1641.778198
	Iteration 0F: 2 clusters Score -104498.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -102873.281250 Penalty: 3283.556396
	Iteration 0F: 3 clusters Score -102873.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -103566.914062 Penalty: 3283.556396
	Iteration 1F: 3 clusters Score -103566.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -104119.367188 Penalty: 3283.556396
	Iteration 2F: 3 clusters Score -104119.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -104600.914062 Penalty: 3283.556396
	Iteration 3F: 3 clusters Score -104600.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -104983.109375 Penalty: 3283.556396
	Iteration 4Q: 3 clusters Score -104983.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -105125.195312 Penalty: 3283.556396
	Iteration 5Q: 3 clusters Score -105125.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -105181.570312 Penalty: 3283.556396
	Iteration 6Q: 3 clusters Score -105181.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -105253.328125 Penalty: 3283.556396
	Iteration 7Q: 3 clusters Score -105253.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -105299.421875 Penalty: 3283.556396
	Iteration 8Q: 3 clusters Score -105299.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -105324.703125 Penalty: 3283.556396
	Iteration 9Q: 3 clusters Score -105324.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -105386.507812 Penalty: 3283.556396
	Iteration 10Q: 3 clusters Score -105386.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -105403.726562 Penalty: 3283.556396
	Iteration 11Q: 3 clusters Score -105403.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -105407.914062 Penalty: 3283.556396
	Iteration 12F: 3 clusters Score -105407.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -105420.453125 Penalty: 3283.556396
	Iteration 13Q: 3 clusters Score -105420.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -105441.789062 Penalty: 3283.556396
	Iteration 14Q: 3 clusters Score -105441.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -105462.250000 Penalty: 3283.556396
	Iteration 15Q: 3 clusters Score -105462.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -105485.687500 Penalty: 3283.556396
	Iteration 16Q: 3 clusters Score -105485.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -105498.460938 Penalty: 3283.556396
	Iteration 17Q: 3 clusters Score -105498.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -105500.914062 Penalty: 3283.556396
	Iteration 18Q: 3 clusters Score -105500.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -105503.789062 Penalty: 3283.556396
	Iteration 19Q: 3 clusters Score -105503.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -105506.500000 Penalty: 3283.556396
	Iteration 20F: 3 clusters Score -105506.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -105508.710938 Penalty: 3283.556396
	Iteration 21Q: 3 clusters Score -105508.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -105521.109375 Penalty: 3283.556396
	Iteration 22Q: 3 clusters Score -105521.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -105525.812500 Penalty: 3283.556396
	Iteration 23Q: 3 clusters Score -105525.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -105525.812500 Penalty: 3283.556396
	Iteration 24F: 3 clusters Score -105525.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43345 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 44229 members 
Mstep: Class 5 contains 44674 members 
Mstep: Class 6 contains 45343 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43554 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 348 members 
Mstep: Class 14 contains 43204 members 
Mstep: Class 15 contains 44042 members 
Mstep: Class 16 contains 25785 members 
Mstep: Class 17 contains 38132 members 
Mstep: Class 18 contains 1609 members 
Mstep: Class 19 contains 46855 members 
Mstep: Class 20 contains 49197 members 
Mstep: Class 21 contains 402 members 
Mstep: Class 22 contains 47422 members 
Mstep: Class 23 contains 49870 members 
Mstep: Class 24 contains 43297 members 
Entering Unmasked Estep 
Score: -111215760.000000 Penalty: 79364.328125
Splitting cluster 13 changes total score from -111216288.000000 to -111215760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (43204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43204 members 
Entering Unmasked Estep 
Score: -7899306.000000 Penalty: 2647.074707
	Iteration 0F: 2 clusters Score -7899306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -7870636.000000 Penalty: 5294.149414
	Iteration 0F: 3 clusters Score -7870636 nChanged 19729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -7881588.000000 Penalty: 5294.149414
	Iteration 1F: 3 clusters Score -7881588 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -7882238.000000 Penalty: 5294.149414
	Iteration 2Q: 3 clusters Score -7882238 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -7883041.000000 Penalty: 5294.149414
	Iteration 3Q: 3 clusters Score -7883041 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 22760 members 
Entering Unmasked Estep 
Score: -7884138.000000 Penalty: 5294.149414
	Iteration 4Q: 3 clusters Score -7884138 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -7885540.000000 Penalty: 5294.149414
	Iteration 5F: 3 clusters Score -7885540 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -7887179.000000 Penalty: 5294.149414
	Iteration 6F: 3 clusters Score -7887179 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -7889079.000000 Penalty: 5294.149414
	Iteration 7F: 3 clusters Score -7889079 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -7891074.500000 Penalty: 5294.149414
	Iteration 8F: 3 clusters Score -7891074 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -7892878.500000 Penalty: 5294.149414
	Iteration 9F: 3 clusters Score -7892878 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -7894220.500000 Penalty: 5294.149414
	Iteration 10F: 3 clusters Score -7894220 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
Score: -7895009.000000 Penalty: 5294.149414
	Iteration 11Q: 3 clusters Score -7895009 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -7895477.500000 Penalty: 5294.149414
	Iteration 12Q: 3 clusters Score -7895478 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24987 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -7895822.500000 Penalty: 5294.149414
	Iteration 13Q: 3 clusters Score -7895822 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -7896105.500000 Penalty: 5294.149414
	Iteration 14Q: 3 clusters Score -7896106 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -7896401.500000 Penalty: 5294.149414
	Iteration 15Q: 3 clusters Score -7896402 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -7896643.000000 Penalty: 5294.149414
	Iteration 16Q: 3 clusters Score -7896643 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26420 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -7896816.000000 Penalty: 5294.149414
	Iteration 17Q: 3 clusters Score -7896816 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -7896911.500000 Penalty: 5294.149414
	Iteration 18Q: 3 clusters Score -7896912 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -7897006.000000 Penalty: 5294.149414
	Iteration 19Q: 3 clusters Score -7897006 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -7897058.500000 Penalty: 5294.149414
	Iteration 20F: 3 clusters Score -7897058 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -7897084.500000 Penalty: 5294.149414
	Iteration 21Q: 3 clusters Score -7897084 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -7897152.000000 Penalty: 5294.149414
	Iteration 22Q: 3 clusters Score -7897152 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -7897169.000000 Penalty: 5294.149414
	Iteration 23Q: 3 clusters Score -7897169 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -7897178.500000 Penalty: 5294.149414
	Iteration 24Q: 3 clusters Score -7897178 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -7897199.000000 Penalty: 5294.149414
	Iteration 25Q: 3 clusters Score -7897199 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27858 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -7897212.000000 Penalty: 5294.149414
	Iteration 26Q: 3 clusters Score -7897212 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -7897227.500000 Penalty: 5294.149414
	Iteration 27Q: 3 clusters Score -7897228 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -7897253.000000 Penalty: 5294.149414
	Iteration 28Q: 3 clusters Score -7897253 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -7897253.500000 Penalty: 5294.149414
	Iteration 29Q: 3 clusters Score -7897254 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -7897240.000000 Penalty: 5294.149414
	Iteration 30Q: 3 clusters Score -7897240 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28132 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -7897254.000000 Penalty: 5294.149414
	Iteration 31Q: 3 clusters Score -7897254 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28186 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -7897259.000000 Penalty: 5294.149414
	Iteration 32Q: 3 clusters Score -7897259 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -7897275.500000 Penalty: 5294.149414
	Iteration 33Q: 3 clusters Score -7897276 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -7897307.500000 Penalty: 5294.149414
	Iteration 34Q: 3 clusters Score -7897308 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28339 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -7897310.500000 Penalty: 5294.149414
	Iteration 35Q: 3 clusters Score -7897310 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -7897301.500000 Penalty: 5294.149414
	Iteration 36Q: 3 clusters Score -7897302 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -7897311.500000 Penalty: 5294.149414
	Iteration 37Q: 3 clusters Score -7897312 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -7897304.500000 Penalty: 5294.149414
	Iteration 38Q: 3 clusters Score -7897304 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -7897293.000000 Penalty: 5294.149414
	Iteration 39Q: 3 clusters Score -7897293 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -7897298.500000 Penalty: 5294.149414
	Iteration 40F: 3 clusters Score -7897298 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -7897304.000000 Penalty: 5294.149414
	Iteration 41Q: 3 clusters Score -7897304 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28733 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -7897308.000000 Penalty: 5294.149414
	Iteration 42Q: 3 clusters Score -7897308 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -7897324.500000 Penalty: 5294.149414
	Iteration 43Q: 3 clusters Score -7897324 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -7897339.500000 Penalty: 5294.149414
	Iteration 44Q: 3 clusters Score -7897340 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -7897362.000000 Penalty: 5294.149414
	Iteration 45Q: 3 clusters Score -7897362 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -7897350.500000 Penalty: 5294.149414
	Iteration 46Q: 3 clusters Score -7897350 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -7897403.500000 Penalty: 5294.149414
	Iteration 47Q: 3 clusters Score -7897404 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -7897426.000000 Penalty: 5294.149414
	Iteration 48Q: 3 clusters Score -7897426 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -7897434.000000 Penalty: 5294.149414
	Iteration 49Q: 3 clusters Score -7897434 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -7897445.500000 Penalty: 5294.149414
	Iteration 50Q: 3 clusters Score -7897446 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29575 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -7897461.000000 Penalty: 5294.149414
	Iteration 51Q: 3 clusters Score -7897461 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29723 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -7897502.000000 Penalty: 5294.149414
	Iteration 52Q: 3 clusters Score -7897502 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29883 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -7897525.500000 Penalty: 5294.149414
	Iteration 53Q: 3 clusters Score -7897526 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -7897541.500000 Penalty: 5294.149414
	Iteration 54Q: 3 clusters Score -7897542 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -7897576.500000 Penalty: 5294.149414
	Iteration 55Q: 3 clusters Score -7897576 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -7897590.000000 Penalty: 5294.149414
	Iteration 56Q: 3 clusters Score -7897590 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -7897655.000000 Penalty: 5294.149414
	Iteration 57Q: 3 clusters Score -7897655 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 12455 members 
Entering Unmasked Estep 
Score: -7897677.500000 Penalty: 5294.149414
	Iteration 58Q: 3 clusters Score -7897678 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -7897699.000000 Penalty: 5294.149414
	Iteration 59Q: 3 clusters Score -7897699 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -7897744.500000 Penalty: 5294.149414
	Iteration 60F: 3 clusters Score -7897744 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -7897771.000000 Penalty: 5294.149414
	Iteration 61Q: 3 clusters Score -7897771 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -7897787.500000 Penalty: 5294.149414
	Iteration 62Q: 3 clusters Score -7897788 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -7897802.000000 Penalty: 5294.149414
	Iteration 63Q: 3 clusters Score -7897802 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -7897831.500000 Penalty: 5294.149414
	Iteration 64Q: 3 clusters Score -7897832 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -7897847.500000 Penalty: 5294.149414
	Iteration 65Q: 3 clusters Score -7897848 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -7897890.000000 Penalty: 5294.149414
	Iteration 66Q: 3 clusters Score -7897890 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -7897900.000000 Penalty: 5294.149414
	Iteration 67Q: 3 clusters Score -7897900 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -7897934.000000 Penalty: 5294.149414
	Iteration 68Q: 3 clusters Score -7897934 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -7897979.500000 Penalty: 5294.149414
	Iteration 69Q: 3 clusters Score -7897980 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -7898033.500000 Penalty: 5294.149414
	Iteration 70Q: 3 clusters Score -7898034 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32839 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -7898052.000000 Penalty: 5294.149414
	Iteration 71Q: 3 clusters Score -7898052 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33001 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -7898075.000000 Penalty: 5294.149414
	Iteration 72Q: 3 clusters Score -7898075 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33184 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -7898111.000000 Penalty: 5294.149414
	Iteration 73Q: 3 clusters Score -7898111 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33358 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -7898156.000000 Penalty: 5294.149414
	Iteration 74Q: 3 clusters Score -7898156 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -7898175.000000 Penalty: 5294.149414
	Iteration 75Q: 3 clusters Score -7898175 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33662 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -7898200.500000 Penalty: 5294.149414
	Iteration 76Q: 3 clusters Score -7898200 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -7898238.000000 Penalty: 5294.149414
	Iteration 77Q: 3 clusters Score -7898238 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34019 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -7898254.500000 Penalty: 5294.149414
	Iteration 78Q: 3 clusters Score -7898254 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -7898277.500000 Penalty: 5294.149414
	Iteration 79Q: 3 clusters Score -7898278 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -7898297.000000 Penalty: 5294.149414
	Iteration 80F: 3 clusters Score -7898297 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -7898329.500000 Penalty: 5294.149414
	Iteration 81Q: 3 clusters Score -7898330 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -7898344.000000 Penalty: 5294.149414
	Iteration 82Q: 3 clusters Score -7898344 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -7898376.500000 Penalty: 5294.149414
	Iteration 83Q: 3 clusters Score -7898376 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -7898438.500000 Penalty: 5294.149414
	Iteration 84Q: 3 clusters Score -7898438 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -7898484.500000 Penalty: 5294.149414
	Iteration 85Q: 3 clusters Score -7898484 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -7898506.000000 Penalty: 5294.149414
	Iteration 86Q: 3 clusters Score -7898506 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -7898523.500000 Penalty: 5294.149414
	Iteration 87Q: 3 clusters Score -7898524 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -7898522.000000 Penalty: 5294.149414
	Iteration 88Q: 3 clusters Score -7898522 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -7898532.500000 Penalty: 5294.149414
	Iteration 89Q: 3 clusters Score -7898532 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36003 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -7898599.000000 Penalty: 5294.149414
	Iteration 90Q: 3 clusters Score -7898599 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -7898575.500000 Penalty: 5294.149414
	Iteration 91Q: 3 clusters Score -7898576 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -7898589.000000 Penalty: 5294.149414
	Iteration 92Q: 3 clusters Score -7898589 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -7898609.000000 Penalty: 5294.149414
	Iteration 93Q: 3 clusters Score -7898609 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -7898630.500000 Penalty: 5294.149414
	Iteration 94Q: 3 clusters Score -7898630 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -7898653.500000 Penalty: 5294.149414
	Iteration 95Q: 3 clusters Score -7898654 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -7898670.000000 Penalty: 5294.149414
	Iteration 96Q: 3 clusters Score -7898670 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -7898678.500000 Penalty: 5294.149414
	Iteration 97Q: 3 clusters Score -7898678 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -7898663.000000 Penalty: 5294.149414
	Iteration 98Q: 3 clusters Score -7898663 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -7898681.000000 Penalty: 5294.149414
	Iteration 99Q: 3 clusters Score -7898681 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -7898699.000000 Penalty: 5294.149414
	Iteration 100F: 3 clusters Score -7898699 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37075 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -7898697.000000 Penalty: 5294.149414
	Iteration 101Q: 3 clusters Score -7898697 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -7898710.000000 Penalty: 5294.149414
	Iteration 102Q: 3 clusters Score -7898710 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37229 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -7898711.500000 Penalty: 5294.149414
	Iteration 103Q: 3 clusters Score -7898712 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37301 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -7898706.500000 Penalty: 5294.149414
	Iteration 104Q: 3 clusters Score -7898706 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37375 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -7898705.500000 Penalty: 5294.149414
	Iteration 105Q: 3 clusters Score -7898706 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -7898731.500000 Penalty: 5294.149414
	Iteration 106Q: 3 clusters Score -7898732 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -7898769.500000 Penalty: 5294.149414
	Iteration 107Q: 3 clusters Score -7898770 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -7898785.500000 Penalty: 5294.149414
	Iteration 108Q: 3 clusters Score -7898786 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -7898802.000000 Penalty: 5294.149414
	Iteration 109Q: 3 clusters Score -7898802 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37765 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -7898827.500000 Penalty: 5294.149414
	Iteration 110Q: 3 clusters Score -7898828 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37847 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -7898828.500000 Penalty: 5294.149414
	Iteration 111Q: 3 clusters Score -7898828 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -7898841.500000 Penalty: 5294.149414
	Iteration 112Q: 3 clusters Score -7898842 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -7898844.000000 Penalty: 5294.149414
	Iteration 113Q: 3 clusters Score -7898844 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7898844 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -7898847.500000 Penalty: 5294.149414
	Iteration 115Q: 3 clusters Score -7898848 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38123 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -7898858.500000 Penalty: 5294.149414
	Iteration 116Q: 3 clusters Score -7898858 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -7898864.500000 Penalty: 5294.149414
	Iteration 117Q: 3 clusters Score -7898864 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -7898845.000000 Penalty: 5294.149414
	Iteration 118Q: 3 clusters Score -7898845 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7898858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -7898870.500000 Penalty: 5294.149414
	Iteration 120F: 3 clusters Score -7898870 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -7898868.500000 Penalty: 5294.149414
	Iteration 121Q: 3 clusters Score -7898868 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38306 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -7898872.500000 Penalty: 5294.149414
	Iteration 122Q: 3 clusters Score -7898872 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7898868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -7898866.000000 Penalty: 5294.149414
	Iteration 124Q: 3 clusters Score -7898866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -7898863.500000 Penalty: 5294.149414
	Iteration 125Q: 3 clusters Score -7898864 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -7898871.000000 Penalty: 5294.149414
	Iteration 126Q: 3 clusters Score -7898871 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -7898879.500000 Penalty: 5294.149414
	Iteration 127Q: 3 clusters Score -7898880 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7898880 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -7898875.500000 Penalty: 5294.149414
	Iteration 129Q: 3 clusters Score -7898876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -7898881.500000 Penalty: 5294.149414
	Iteration 130Q: 3 clusters Score -7898882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38505 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -7898884.000000 Penalty: 5294.149414
	Iteration 131Q: 3 clusters Score -7898884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38528 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -7898883.500000 Penalty: 5294.149414
	Iteration 132Q: 3 clusters Score -7898884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38542 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -7898869.000000 Penalty: 5294.149414
	Iteration 133Q: 3 clusters Score -7898869 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -7898866 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38575 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -7898870.000000 Penalty: 5294.149414
	Iteration 135Q: 3 clusters Score -7898870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -7898877.000000 Penalty: 5294.149414
	Iteration 136Q: 3 clusters Score -7898877 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -7898889.000000 Penalty: 5294.149414
	Iteration 137Q: 3 clusters Score -7898889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -7898892.500000 Penalty: 5294.149414
	Iteration 138Q: 3 clusters Score -7898892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38627 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -7898886.500000 Penalty: 5294.149414
	Iteration 139Q: 3 clusters Score -7898886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -7898878.500000 Penalty: 5294.149414
	Iteration 140F: 3 clusters Score -7898878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -7898882.500000 Penalty: 5294.149414
	Iteration 141Q: 3 clusters Score -7898882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -7898890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -7898885.500000 Penalty: 5294.149414
	Iteration 143Q: 3 clusters Score -7898886 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38639 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -7898885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38642 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -7898886 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38643 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -7898884 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38645 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -7898880.000000 Penalty: 5294.149414
	Iteration 147Q: 3 clusters Score -7898880 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38648 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -7898888 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38650 members 
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Entering Unmasked Estep 
Score: -7898881.500000 Penalty: 5294.149414
	Iteration 149Q: 3 clusters Score -7898882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38651 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -7898881.000000 Penalty: 5294.149414
	Iteration 150Q: 3 clusters Score -7898881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38652 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -7898878.500000 Penalty: 5294.149414
	Iteration 151Q: 3 clusters Score -7898878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38652 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -7898878.500000 Penalty: 5294.149414
	Iteration 152F: 3 clusters Score -7898878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Entering Unmasked Estep 
Score: -8141467.500000 Penalty: 2651.838867
	Iteration 0F: 2 clusters Score -8141468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -8113104.500000 Penalty: 5303.677734
	Iteration 0F: 3 clusters Score -8113104 nChanged 20150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -8124485.000000 Penalty: 5303.677734
	Iteration 1F: 3 clusters Score -8124485 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -8125336.500000 Penalty: 5303.677734
	Iteration 2Q: 3 clusters Score -8125336 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24589 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -8126308.000000 Penalty: 5303.677734
	Iteration 3Q: 3 clusters Score -8126308 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -8127572.500000 Penalty: 5303.677734
	Iteration 4F: 3 clusters Score -8127572 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -8129317.000000 Penalty: 5303.677734
	Iteration 5F: 3 clusters Score -8129317 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -8131318.500000 Penalty: 5303.677734
	Iteration 6F: 3 clusters Score -8131318 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -8133310.500000 Penalty: 5303.677734
	Iteration 7F: 3 clusters Score -8133310 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -8134811.000000 Penalty: 5303.677734
	Iteration 8F: 3 clusters Score -8134811 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -8135673.500000 Penalty: 5303.677734
	Iteration 9Q: 3 clusters Score -8135674 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -8136118.500000 Penalty: 5303.677734
	Iteration 10Q: 3 clusters Score -8136118 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31747 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -8136408.000000 Penalty: 5303.677734
	Iteration 11Q: 3 clusters Score -8136408 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -8136685.000000 Penalty: 5303.677734
	Iteration 12Q: 3 clusters Score -8136685 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -8136880.500000 Penalty: 5303.677734
	Iteration 13Q: 3 clusters Score -8136880 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33204 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -8137094.500000 Penalty: 5303.677734
	Iteration 14Q: 3 clusters Score -8137094 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -8137279.000000 Penalty: 5303.677734
	Iteration 15Q: 3 clusters Score -8137279 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -8137441.000000 Penalty: 5303.677734
	Iteration 16Q: 3 clusters Score -8137441 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -8137586.000000 Penalty: 5303.677734
	Iteration 17Q: 3 clusters Score -8137586 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -8137724.500000 Penalty: 5303.677734
	Iteration 18Q: 3 clusters Score -8137724 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35504 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -8137851.500000 Penalty: 5303.677734
	Iteration 19Q: 3 clusters Score -8137852 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -8138034.500000 Penalty: 5303.677734
	Iteration 20F: 3 clusters Score -8138034 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36533 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -8138221.000000 Penalty: 5303.677734
	Iteration 21Q: 3 clusters Score -8138221 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -8138387.500000 Penalty: 5303.677734
	Iteration 22Q: 3 clusters Score -8138388 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -8138505.000000 Penalty: 5303.677734
	Iteration 23Q: 3 clusters Score -8138505 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38159 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -8138600.000000 Penalty: 5303.677734
	Iteration 24Q: 3 clusters Score -8138600 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -8138732.000000 Penalty: 5303.677734
	Iteration 25Q: 3 clusters Score -8138732 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -8138845.000000 Penalty: 5303.677734
	Iteration 26Q: 3 clusters Score -8138845 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -8138942.000000 Penalty: 5303.677734
	Iteration 27Q: 3 clusters Score -8138942 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -8139069.500000 Penalty: 5303.677734
	Iteration 28Q: 3 clusters Score -8139070 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -8139162.500000 Penalty: 5303.677734
	Iteration 29Q: 3 clusters Score -8139162 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41116 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -8139293.500000 Penalty: 5303.677734
	Iteration 30Q: 3 clusters Score -8139294 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41461 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -8139373.000000 Penalty: 5303.677734
	Iteration 31Q: 3 clusters Score -8139373 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41746 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -8139438.000000 Penalty: 5303.677734
	Iteration 32Q: 3 clusters Score -8139438 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -8139459.000000 Penalty: 5303.677734
	Iteration 33Q: 3 clusters Score -8139459 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42142 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -8139480.500000 Penalty: 5303.677734
	Iteration 34Q: 3 clusters Score -8139480 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -8139515.000000 Penalty: 5303.677734
	Iteration 35Q: 3 clusters Score -8139515 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42383 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -8139518.000000 Penalty: 5303.677734
	Iteration 36Q: 3 clusters Score -8139518 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -8139518.000000 Penalty: 5303.677734
	Iteration 37Q: 3 clusters Score -8139518 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42556 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -8139535.500000 Penalty: 5303.677734
	Iteration 38Q: 3 clusters Score -8139536 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42616 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -8139529.500000 Penalty: 5303.677734
	Iteration 39Q: 3 clusters Score -8139530 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -8139543.000000 Penalty: 5303.677734
	Iteration 40F: 3 clusters Score -8139543 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42712 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -8139549.500000 Penalty: 5303.677734
	Iteration 41Q: 3 clusters Score -8139550 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42751 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -8139537.000000 Penalty: 5303.677734
	Iteration 42Q: 3 clusters Score -8139537 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -8139532.000000 Penalty: 5303.677734
	Iteration 43Q: 3 clusters Score -8139532 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -8139542.000000 Penalty: 5303.677734
	Iteration 44Q: 3 clusters Score -8139542 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42841 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -8139525.500000 Penalty: 5303.677734
	Iteration 45Q: 3 clusters Score -8139526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -8139526.000000 Penalty: 5303.677734
	Iteration 46Q: 3 clusters Score -8139526 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -8139529.500000 Penalty: 5303.677734
	Iteration 47Q: 3 clusters Score -8139530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42897 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -8139530.000000 Penalty: 5303.677734
	Iteration 48Q: 3 clusters Score -8139530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42917 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -8139514.500000 Penalty: 5303.677734
	Iteration 49Q: 3 clusters Score -8139514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42929 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -8139521.500000 Penalty: 5303.677734
	Iteration 50Q: 3 clusters Score -8139522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -8139519.500000 Penalty: 5303.677734
	Iteration 51Q: 3 clusters Score -8139520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42948 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -8139509.500000 Penalty: 5303.677734
	Iteration 52Q: 3 clusters Score -8139510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8139512.000000 Penalty: 5303.677734
	Iteration 53Q: 3 clusters Score -8139512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42956 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -8139519.000000 Penalty: 5303.677734
	Iteration 54Q: 3 clusters Score -8139519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42965 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -8139519.500000 Penalty: 5303.677734
	Iteration 55Q: 3 clusters Score -8139520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42976 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -8139524.000000 Penalty: 5303.677734
	Iteration 56Q: 3 clusters Score -8139524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -8139521.500000 Penalty: 5303.677734
	Iteration 57Q: 3 clusters Score -8139522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42989 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8139518.000000 Penalty: 5303.677734
	Iteration 58Q: 3 clusters Score -8139518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42997 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -8139525.500000 Penalty: 5303.677734
	Iteration 59Q: 3 clusters Score -8139526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43002 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -8139522.000000 Penalty: 5303.677734
	Iteration 60F: 3 clusters Score -8139522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -8139523.500000 Penalty: 5303.677734
	Iteration 61Q: 3 clusters Score -8139524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43012 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -8139524.500000 Penalty: 5303.677734
	Iteration 62Q: 3 clusters Score -8139524 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43017 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -8139527.500000 Penalty: 5303.677734
	Iteration 63Q: 3 clusters Score -8139528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43024 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8139531.500000 Penalty: 5303.677734
	Iteration 64Q: 3 clusters Score -8139532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43027 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -8139535.000000 Penalty: 5303.677734
	Iteration 65Q: 3 clusters Score -8139535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43031 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -8139537.500000 Penalty: 5303.677734
	Iteration 66Q: 3 clusters Score -8139538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43036 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -8139537.000000 Penalty: 5303.677734
	Iteration 67Q: 3 clusters Score -8139537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43040 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -8139550.000000 Penalty: 5303.677734
	Iteration 68Q: 3 clusters Score -8139550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43041 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -8139553.500000 Penalty: 5303.677734
	Iteration 69Q: 3 clusters Score -8139554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43041 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -8139553.500000 Penalty: 5303.677734
	Iteration 70F: 3 clusters Score -8139554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Entering Unmasked Estep 
Score: -4584549.000000 Penalty: 2519.071777
	Iteration 0F: 2 clusters Score -4584549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -4566753.000000 Penalty: 5038.143555
	Iteration 0F: 3 clusters Score -4566753 nChanged 11506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -4572992.500000 Penalty: 5038.143555
	Iteration 1F: 3 clusters Score -4572992 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -4573642.500000 Penalty: 5038.143555
	Iteration 2F: 3 clusters Score -4573642 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -4574329.000000 Penalty: 5038.143555
	Iteration 3F: 3 clusters Score -4574329 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -4575137.000000 Penalty: 5038.143555
	Iteration 4F: 3 clusters Score -4575137 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -4576083.000000 Penalty: 5038.143555
	Iteration 5F: 3 clusters Score -4576083 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -4577119.000000 Penalty: 5038.143555
	Iteration 6F: 3 clusters Score -4577119 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -4578224.500000 Penalty: 5038.143555
	Iteration 7F: 3 clusters Score -4578224 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -4579174.500000 Penalty: 5038.143555
	Iteration 8F: 3 clusters Score -4579174 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -4579963.000000 Penalty: 5038.143555
	Iteration 9Q: 3 clusters Score -4579963 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -4580696.000000 Penalty: 5038.143555
	Iteration 10Q: 3 clusters Score -4580696 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -4581323.000000 Penalty: 5038.143555
	Iteration 11Q: 3 clusters Score -4581323 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4581746.000000 Penalty: 5038.143555
	Iteration 12Q: 3 clusters Score -4581746 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -4582030.500000 Penalty: 5038.143555
	Iteration 13Q: 3 clusters Score -4582030 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4582207.000000 Penalty: 5038.143555
	Iteration 14Q: 3 clusters Score -4582207 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4582346.500000 Penalty: 5038.143555
	Iteration 15Q: 3 clusters Score -4582346 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4582417.500000 Penalty: 5038.143555
	Iteration 16Q: 3 clusters Score -4582418 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -4582483.500000 Penalty: 5038.143555
	Iteration 17Q: 3 clusters Score -4582484 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4582529.000000 Penalty: 5038.143555
	Iteration 18Q: 3 clusters Score -4582529 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -4582556.000000 Penalty: 5038.143555
	Iteration 19Q: 3 clusters Score -4582556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -4582584.500000 Penalty: 5038.143555
	Iteration 20F: 3 clusters Score -4582584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4582608.000000 Penalty: 5038.143555
	Iteration 21Q: 3 clusters Score -4582608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -4582622.000000 Penalty: 5038.143555
	Iteration 22Q: 3 clusters Score -4582622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4582624.500000 Penalty: 5038.143555
	Iteration 23Q: 3 clusters Score -4582624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4582633.500000 Penalty: 5038.143555
	Iteration 24Q: 3 clusters Score -4582634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4582634.000000 Penalty: 5038.143555
	Iteration 25Q: 3 clusters Score -4582634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4582641.500000 Penalty: 5038.143555
	Iteration 26Q: 3 clusters Score -4582642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4582646.500000 Penalty: 5038.143555
	Iteration 27Q: 3 clusters Score -4582646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4582642.000000 Penalty: 5038.143555
	Iteration 28Q: 3 clusters Score -4582642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4582642.500000 Penalty: 5038.143555
	Iteration 29Q: 3 clusters Score -4582642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4582642.500000 Penalty: 5038.143555
	Iteration 30F: 3 clusters Score -4582642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (38132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38132 members 
Entering Unmasked Estep 
Score: -7001799.000000 Penalty: 2616.104736
	Iteration 0F: 2 clusters Score -7001799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -6976000.500000 Penalty: 5232.209473
	Iteration 0F: 3 clusters Score -6976000 nChanged 17462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -6985564.500000 Penalty: 5232.209473
	Iteration 1F: 3 clusters Score -6985564 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -6986023.500000 Penalty: 5232.209473
	Iteration 2Q: 3 clusters Score -6986024 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18506 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -6986447.000000 Penalty: 5232.209473
	Iteration 3Q: 3 clusters Score -6986447 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -6986892.500000 Penalty: 5232.209473
	Iteration 4Q: 3 clusters Score -6986892 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -6987388.000000 Penalty: 5232.209473
	Iteration 5Q: 3 clusters Score -6987388 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -6988017.000000 Penalty: 5232.209473
	Iteration 6Q: 3 clusters Score -6988017 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -6989025.000000 Penalty: 5232.209473
	Iteration 7Q: 3 clusters Score -6989025 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -6990337.000000 Penalty: 5232.209473
	Iteration 8F: 3 clusters Score -6990337 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -6991942.500000 Penalty: 5232.209473
	Iteration 9F: 3 clusters Score -6991942 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -6993708.500000 Penalty: 5232.209473
	Iteration 10F: 3 clusters Score -6993708 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -6995523.500000 Penalty: 5232.209473
	Iteration 11F: 3 clusters Score -6995524 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 26813 members 
Entering Unmasked Estep 
Score: -6996988.500000 Penalty: 5232.209473
	Iteration 12Q: 3 clusters Score -6996988 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 27553 members 
Entering Unmasked Estep 
Score: -6997714.500000 Penalty: 5232.209473
	Iteration 13Q: 3 clusters Score -6997714 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
Score: -6998078.000000 Penalty: 5232.209473
	Iteration 14Q: 3 clusters Score -6998078 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 28804 members 
Entering Unmasked Estep 
Score: -6998315.500000 Penalty: 5232.209473
	Iteration 15Q: 3 clusters Score -6998316 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -6998548.000000 Penalty: 5232.209473
	Iteration 16Q: 3 clusters Score -6998548 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -6998758.500000 Penalty: 5232.209473
	Iteration 17Q: 3 clusters Score -6998758 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -6998946.000000 Penalty: 5232.209473
	Iteration 18Q: 3 clusters Score -6998946 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -6999131.500000 Penalty: 5232.209473
	Iteration 19Q: 3 clusters Score -6999132 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -6999254.500000 Penalty: 5232.209473
	Iteration 20F: 3 clusters Score -6999254 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -6999396.000000 Penalty: 5232.209473
	Iteration 21Q: 3 clusters Score -6999396 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 32185 members 
Entering Unmasked Estep 
Score: -6999493.000000 Penalty: 5232.209473
	Iteration 22Q: 3 clusters Score -6999493 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -6999562.000000 Penalty: 5232.209473
	Iteration 23Q: 3 clusters Score -6999562 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -6999617.000000 Penalty: 5232.209473
	Iteration 24Q: 3 clusters Score -6999617 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -6999677.500000 Penalty: 5232.209473
	Iteration 25Q: 3 clusters Score -6999678 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 33405 members 
Entering Unmasked Estep 
Score: -6999721.000000 Penalty: 5232.209473
	Iteration 26Q: 3 clusters Score -6999721 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 33665 members 
Entering Unmasked Estep 
Score: -6999784.500000 Penalty: 5232.209473
	Iteration 27Q: 3 clusters Score -6999784 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -6999822.500000 Penalty: 5232.209473
	Iteration 28Q: 3 clusters Score -6999822 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 34187 members 
Entering Unmasked Estep 
Score: -6999860.500000 Penalty: 5232.209473
	Iteration 29Q: 3 clusters Score -6999860 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 34418 members 
Entering Unmasked Estep 
Score: -6999889.000000 Penalty: 5232.209473
	Iteration 30Q: 3 clusters Score -6999889 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -6999910.500000 Penalty: 5232.209473
	Iteration 31Q: 3 clusters Score -6999910 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 34806 members 
Entering Unmasked Estep 
Score: -6999966.500000 Penalty: 5232.209473
	Iteration 32Q: 3 clusters Score -6999966 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 34977 members 
Entering Unmasked Estep 
Score: -6999995.500000 Penalty: 5232.209473
	Iteration 33Q: 3 clusters Score -6999996 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -7000049.500000 Penalty: 5232.209473
	Iteration 34Q: 3 clusters Score -7000050 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 35310 members 
Entering Unmasked Estep 
Score: -7000051.500000 Penalty: 5232.209473
	Iteration 35Q: 3 clusters Score -7000052 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 35448 members 
Entering Unmasked Estep 
Score: -7000100.000000 Penalty: 5232.209473
	Iteration 36Q: 3 clusters Score -7000100 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -7000122.500000 Penalty: 5232.209473
	Iteration 37Q: 3 clusters Score -7000122 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -7000135.500000 Penalty: 5232.209473
	Iteration 38Q: 3 clusters Score -7000136 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -7000146.000000 Penalty: 5232.209473
	Iteration 39Q: 3 clusters Score -7000146 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -7000164.500000 Penalty: 5232.209473
	Iteration 40F: 3 clusters Score -7000164 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
Score: -7000183.500000 Penalty: 5232.209473
	Iteration 41Q: 3 clusters Score -7000184 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -7000212.000000 Penalty: 5232.209473
	Iteration 42Q: 3 clusters Score -7000212 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -7000215.500000 Penalty: 5232.209473
	Iteration 43Q: 3 clusters Score -7000216 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -7000211.000000 Penalty: 5232.209473
	Iteration 44Q: 3 clusters Score -7000211 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 36059 members 
Entering Unmasked Estep 
Score: -7000195.500000 Penalty: 5232.209473
	Iteration 45Q: 3 clusters Score -7000196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 36080 members 
Entering Unmasked Estep 
Score: -7000206.500000 Penalty: 5232.209473
	Iteration 46Q: 3 clusters Score -7000206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -7000196.000000 Penalty: 5232.209473
	Iteration 47Q: 3 clusters Score -7000196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -7000205.500000 Penalty: 5232.209473
	Iteration 48Q: 3 clusters Score -7000206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -7000208.000000 Penalty: 5232.209473
	Iteration 49Q: 3 clusters Score -7000208 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -7000194.500000 Penalty: 5232.209473
	Iteration 50Q: 3 clusters Score -7000194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -7000195.000000 Penalty: 5232.209473
	Iteration 51Q: 3 clusters Score -7000195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -7000193.500000 Penalty: 5232.209473
	Iteration 52Q: 3 clusters Score -7000194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -7000199.000000 Penalty: 5232.209473
	Iteration 53Q: 3 clusters Score -7000199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -7000202.500000 Penalty: 5232.209473
	Iteration 54Q: 3 clusters Score -7000202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -7000209.000000 Penalty: 5232.209473
	Iteration 55Q: 3 clusters Score -7000209 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -7000209.500000 Penalty: 5232.209473
	Iteration 56Q: 3 clusters Score -7000210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -7000213.000000 Penalty: 5232.209473
	Iteration 57Q: 3 clusters Score -7000213 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 36220 members 
Entering Unmasked Estep 
Score: -7000212.000000 Penalty: 5232.209473
	Iteration 58Q: 3 clusters Score -7000212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -7000220.000000 Penalty: 5232.209473
	Iteration 59Q: 3 clusters Score -7000220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -7000221.500000 Penalty: 5232.209473
	Iteration 60F: 3 clusters Score -7000222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -7000224.000000 Penalty: 5232.209473
	Iteration 61Q: 3 clusters Score -7000224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -7000226.500000 Penalty: 5232.209473
	Iteration 62Q: 3 clusters Score -7000226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -7000231.000000 Penalty: 5232.209473
	Iteration 63Q: 3 clusters Score -7000231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 36280 members 
Entering Unmasked Estep 
Score: -7000244.500000 Penalty: 5232.209473
	Iteration 64Q: 3 clusters Score -7000244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 36302 members 
Entering Unmasked Estep 
Score: -7000244.000000 Penalty: 5232.209473
	Iteration 65Q: 3 clusters Score -7000244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
Score: -7000246.000000 Penalty: 5232.209473
	Iteration 66Q: 3 clusters Score -7000246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -7000253.000000 Penalty: 5232.209473
	Iteration 67Q: 3 clusters Score -7000253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 36339 members 
Entering Unmasked Estep 
Score: -7000251.000000 Penalty: 5232.209473
	Iteration 68Q: 3 clusters Score -7000251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 36346 members 
Entering Unmasked Estep 
Score: -7000255.000000 Penalty: 5232.209473
	Iteration 69Q: 3 clusters Score -7000255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -7000245.000000 Penalty: 5232.209473
	Iteration 70Q: 3 clusters Score -7000245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 36358 members 
Entering Unmasked Estep 
Score: -7000242.000000 Penalty: 5232.209473
	Iteration 71Q: 3 clusters Score -7000242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -7000242.500000 Penalty: 5232.209473
	Iteration 72Q: 3 clusters Score -7000242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -7000246.500000 Penalty: 5232.209473
	Iteration 73Q: 3 clusters Score -7000246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 36367 members 
Entering Unmasked Estep 
Score: -7000249.500000 Penalty: 5232.209473
	Iteration 74Q: 3 clusters Score -7000250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -7000249.000000 Penalty: 5232.209473
	Iteration 75Q: 3 clusters Score -7000249 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -7000247.000000 Penalty: 5232.209473
	Iteration 76Q: 3 clusters Score -7000247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 36385 members 
Entering Unmasked Estep 
Score: -7000243.500000 Penalty: 5232.209473
	Iteration 77Q: 3 clusters Score -7000244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -7000241.000000 Penalty: 5232.209473
	Iteration 78Q: 3 clusters Score -7000241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 36397 members 
Entering Unmasked Estep 
Score: -7000246.500000 Penalty: 5232.209473
	Iteration 79Q: 3 clusters Score -7000246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 36400 members 
Entering Unmasked Estep 
Score: -7000248.000000 Penalty: 5232.209473
	Iteration 80F: 3 clusters Score -7000248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 36404 members 
Entering Unmasked Estep 
Score: -7000248.000000 Penalty: 5232.209473
	Iteration 81Q: 3 clusters Score -7000248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 36408 members 
Entering Unmasked Estep 
Score: -7000253.500000 Penalty: 5232.209473
	Iteration 82Q: 3 clusters Score -7000254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
Score: -7000246.000000 Penalty: 5232.209473
	Iteration 83Q: 3 clusters Score -7000246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -7000243.500000 Penalty: 5232.209473
	Iteration 84Q: 3 clusters Score -7000244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -7000237.500000 Penalty: 5232.209473
	Iteration 85Q: 3 clusters Score -7000238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 36429 members 
Entering Unmasked Estep 
Score: -7000238.500000 Penalty: 5232.209473
	Iteration 86Q: 3 clusters Score -7000238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -7000238.500000 Penalty: 5232.209473
	Iteration 87Q: 3 clusters Score -7000238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 36438 members 
Entering Unmasked Estep 
Score: -7000242.000000 Penalty: 5232.209473
	Iteration 88Q: 3 clusters Score -7000242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -7000249.000000 Penalty: 5232.209473
	Iteration 89Q: 3 clusters Score -7000249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 36448 members 
Entering Unmasked Estep 
Score: -7000248.000000 Penalty: 5232.209473
	Iteration 90Q: 3 clusters Score -7000248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -7000246.500000 Penalty: 5232.209473
	Iteration 91Q: 3 clusters Score -7000246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 36457 members 
Entering Unmasked Estep 
Score: -7000246.500000 Penalty: 5232.209473
	Iteration 92Q: 3 clusters Score -7000246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 36458 members 
Entering Unmasked Estep 
Score: -7000245.500000 Penalty: 5232.209473
	Iteration 93Q: 3 clusters Score -7000246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -7000244.000000 Penalty: 5232.209473
	Iteration 94Q: 3 clusters Score -7000244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 36469 members 
Entering Unmasked Estep 
Score: -7000249.500000 Penalty: 5232.209473
	Iteration 95Q: 3 clusters Score -7000250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -7000251.000000 Penalty: 5232.209473
	Iteration 96Q: 3 clusters Score -7000251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 36474 members 
Entering Unmasked Estep 
Score: -7000244.000000 Penalty: 5232.209473
	Iteration 97Q: 3 clusters Score -7000244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 36478 members 
Entering Unmasked Estep 
Score: -7000249.500000 Penalty: 5232.209473
	Iteration 98Q: 3 clusters Score -7000250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -7000257.000000 Penalty: 5232.209473
	Iteration 99Q: 3 clusters Score -7000257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 36483 members 
Entering Unmasked Estep 
Score: -7000249.000000 Penalty: 5232.209473
	Iteration 100F: 3 clusters Score -7000249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -7000249.000000 Penalty: 5232.209473
	Iteration 101Q: 3 clusters Score -7000249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -7000250.000000 Penalty: 5232.209473
	Iteration 102Q: 3 clusters Score -7000250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -7000264.000000 Penalty: 5232.209473
	Iteration 103Q: 3 clusters Score -7000264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 36498 members 
Entering Unmasked Estep 
Score: -7000257.000000 Penalty: 5232.209473
	Iteration 104Q: 3 clusters Score -7000257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -7000262.000000 Penalty: 5232.209473
	Iteration 105Q: 3 clusters Score -7000262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 36507 members 
Entering Unmasked Estep 
Score: -7000270.000000 Penalty: 5232.209473
	Iteration 106Q: 3 clusters Score -7000270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 36511 members 
Entering Unmasked Estep 
Score: -7000265.000000 Penalty: 5232.209473
	Iteration 107Q: 3 clusters Score -7000265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 36513 members 
Entering Unmasked Estep 
Score: -7000261.500000 Penalty: 5232.209473
	Iteration 108Q: 3 clusters Score -7000262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 36513 members 
Entering Unmasked Estep 
Score: -7000261.500000 Penalty: 5232.209473
	Iteration 109F: 3 clusters Score -7000262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Entering Unmasked Estep 
Score: -279369.968750 Penalty: 1831.075317
	Iteration 0F: 2 clusters Score -279370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -277138.750000 Penalty: 3662.150635
	Iteration 0F: 3 clusters Score -277138.8 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -278047.218750 Penalty: 3662.150635
	Iteration 1F: 3 clusters Score -278047.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -278491.375000 Penalty: 3662.150635
	Iteration 2F: 3 clusters Score -278491.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -278735.281250 Penalty: 3662.150635
	Iteration 3F: 3 clusters Score -278735.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -278858.062500 Penalty: 3662.150635
	Iteration 4Q: 3 clusters Score -278858.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -278929.750000 Penalty: 3662.150635
	Iteration 5Q: 3 clusters Score -278929.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -278972.625000 Penalty: 3662.150635
	Iteration 6Q: 3 clusters Score -278972.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -279022.718750 Penalty: 3662.150635
	Iteration 7Q: 3 clusters Score -279022.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -279079.687500 Penalty: 3662.150635
	Iteration 8Q: 3 clusters Score -279079.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -279130.437500 Penalty: 3662.150635
	Iteration 9Q: 3 clusters Score -279130.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -279153.031250 Penalty: 3662.150635
	Iteration 10Q: 3 clusters Score -279153 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -279168.218750 Penalty: 3662.150635
	Iteration 11Q: 3 clusters Score -279168.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -279186.312500 Penalty: 3662.150635
	Iteration 12Q: 3 clusters Score -279186.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -279194.218750 Penalty: 3662.150635
	Iteration 13Q: 3 clusters Score -279194.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -279203.968750 Penalty: 3662.150635
	Iteration 14Q: 3 clusters Score -279204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -279205.000000 Penalty: 3662.150635
	Iteration 15Q: 3 clusters Score -279205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -279205.687500 Penalty: 3662.150635
	Iteration 16Q: 3 clusters Score -279205.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -279208.437500 Penalty: 3662.150635
	Iteration 17Q: 3 clusters Score -279208.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -279208.437500 Penalty: 3662.150635
	Iteration 18F: 3 clusters Score -279208.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (46855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46855 members 
Entering Unmasked Estep 
Score: -8499209.000000 Penalty: 2667.193604
	Iteration 0F: 2 clusters Score -8499209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 23402 members 
Entering Unmasked Estep 
Score: -8468709.000000 Penalty: 5334.387207
	Iteration 0F: 3 clusters Score -8468709 nChanged 21597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 23413 members 
Entering Unmasked Estep 
Score: -8480489.000000 Penalty: 5334.387207
	Iteration 1F: 3 clusters Score -8480489 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -8481000.000000 Penalty: 5334.387207
	Iteration 2Q: 3 clusters Score -8481000 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -8481573.000000 Penalty: 5334.387207
	Iteration 3Q: 3 clusters Score -8481573 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 22676 members 
Entering Unmasked Estep 
Score: -8482322.000000 Penalty: 5334.387207
	Iteration 4Q: 3 clusters Score -8482322 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -8483287.000000 Penalty: 5334.387207
	Iteration 5Q: 3 clusters Score -8483287 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25838 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -8484933.000000 Penalty: 5334.387207
	Iteration 6F: 3 clusters Score -8484933 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -8487309.000000 Penalty: 5334.387207
	Iteration 7F: 3 clusters Score -8487309 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -8490544.000000 Penalty: 5334.387207
	Iteration 8F: 3 clusters Score -8490544 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -8493431.000000 Penalty: 5334.387207
	Iteration 9F: 3 clusters Score -8493431 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -8494837.000000 Penalty: 5334.387207
	Iteration 10Q: 3 clusters Score -8494837 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -8495389.000000 Penalty: 5334.387207
	Iteration 11Q: 3 clusters Score -8495389 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32362 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -8495773.000000 Penalty: 5334.387207
	Iteration 12Q: 3 clusters Score -8495773 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -8496104.000000 Penalty: 5334.387207
	Iteration 13Q: 3 clusters Score -8496104 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -8496373.000000 Penalty: 5334.387207
	Iteration 14Q: 3 clusters Score -8496373 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -8496558.000000 Penalty: 5334.387207
	Iteration 15Q: 3 clusters Score -8496558 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -8496686.000000 Penalty: 5334.387207
	Iteration 16Q: 3 clusters Score -8496686 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34109 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -8496808.000000 Penalty: 5334.387207
	Iteration 17Q: 3 clusters Score -8496808 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -8496943.000000 Penalty: 5334.387207
	Iteration 18Q: 3 clusters Score -8496943 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34633 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -8497009.000000 Penalty: 5334.387207
	Iteration 19Q: 3 clusters Score -8497009 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -8497094.000000 Penalty: 5334.387207
	Iteration 20F: 3 clusters Score -8497094 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -8497165.000000 Penalty: 5334.387207
	Iteration 21Q: 3 clusters Score -8497165 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -8497267.000000 Penalty: 5334.387207
	Iteration 22Q: 3 clusters Score -8497267 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -8497352.000000 Penalty: 5334.387207
	Iteration 23Q: 3 clusters Score -8497352 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -8497423.000000 Penalty: 5334.387207
	Iteration 24Q: 3 clusters Score -8497423 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36111 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -8497505.000000 Penalty: 5334.387207
	Iteration 25Q: 3 clusters Score -8497505 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36370 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -8497603.000000 Penalty: 5334.387207
	Iteration 26Q: 3 clusters Score -8497603 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36629 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -8497705.000000 Penalty: 5334.387207
	Iteration 27Q: 3 clusters Score -8497705 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36868 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -8497814.000000 Penalty: 5334.387207
	Iteration 28Q: 3 clusters Score -8497814 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -8497898.000000 Penalty: 5334.387207
	Iteration 29Q: 3 clusters Score -8497898 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37340 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -8497960.000000 Penalty: 5334.387207
	Iteration 30Q: 3 clusters Score -8497960 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37531 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -8498001.000000 Penalty: 5334.387207
	Iteration 31Q: 3 clusters Score -8498001 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -8498058.000000 Penalty: 5334.387207
	Iteration 32Q: 3 clusters Score -8498058 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37917 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -8498099.000000 Penalty: 5334.387207
	Iteration 33Q: 3 clusters Score -8498099 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38082 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -8498127.000000 Penalty: 5334.387207
	Iteration 34Q: 3 clusters Score -8498127 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -8498164.000000 Penalty: 5334.387207
	Iteration 35Q: 3 clusters Score -8498164 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -8498260.000000 Penalty: 5334.387207
	Iteration 36Q: 3 clusters Score -8498260 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -8498286.000000 Penalty: 5334.387207
	Iteration 37Q: 3 clusters Score -8498286 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -8498316.000000 Penalty: 5334.387207
	Iteration 38Q: 3 clusters Score -8498316 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38847 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -8498329.000000 Penalty: 5334.387207
	Iteration 39Q: 3 clusters Score -8498329 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -8498374.000000 Penalty: 5334.387207
	Iteration 40F: 3 clusters Score -8498374 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -8498386.000000 Penalty: 5334.387207
	Iteration 41Q: 3 clusters Score -8498386 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -8498393.000000 Penalty: 5334.387207
	Iteration 42Q: 3 clusters Score -8498393 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39116 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -8498404.000000 Penalty: 5334.387207
	Iteration 43Q: 3 clusters Score -8498404 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39158 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -8498393.000000 Penalty: 5334.387207
	Iteration 44Q: 3 clusters Score -8498393 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -8498422.000000 Penalty: 5334.387207
	Iteration 45Q: 3 clusters Score -8498422 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39246 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -8498419.000000 Penalty: 5334.387207
	Iteration 46Q: 3 clusters Score -8498419 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -8498425.000000 Penalty: 5334.387207
	Iteration 47Q: 3 clusters Score -8498425 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39337 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -8498421.000000 Penalty: 5334.387207
	Iteration 48Q: 3 clusters Score -8498421 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39385 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -8498430.000000 Penalty: 5334.387207
	Iteration 49Q: 3 clusters Score -8498430 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -8498439.000000 Penalty: 5334.387207
	Iteration 50Q: 3 clusters Score -8498439 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -8498451.000000 Penalty: 5334.387207
	Iteration 51Q: 3 clusters Score -8498451 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -8498470.000000 Penalty: 5334.387207
	Iteration 52Q: 3 clusters Score -8498470 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -8498475.000000 Penalty: 5334.387207
	Iteration 53Q: 3 clusters Score -8498475 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -8498480.000000 Penalty: 5334.387207
	Iteration 54Q: 3 clusters Score -8498480 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -8498490.000000 Penalty: 5334.387207
	Iteration 55Q: 3 clusters Score -8498490 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -8498484.000000 Penalty: 5334.387207
	Iteration 56Q: 3 clusters Score -8498484 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39781 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -8498514.000000 Penalty: 5334.387207
	Iteration 57Q: 3 clusters Score -8498514 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -8498504.000000 Penalty: 5334.387207
	Iteration 58Q: 3 clusters Score -8498504 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -8498501.000000 Penalty: 5334.387207
	Iteration 59Q: 3 clusters Score -8498501 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39882 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -8498498.000000 Penalty: 5334.387207
	Iteration 60F: 3 clusters Score -8498498 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -8498498.000000 Penalty: 5334.387207
	Iteration 61Q: 3 clusters Score -8498498 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -8498502.000000 Penalty: 5334.387207
	Iteration 62Q: 3 clusters Score -8498502 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -8498500.000000 Penalty: 5334.387207
	Iteration 63Q: 3 clusters Score -8498500 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39977 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -8498499.000000 Penalty: 5334.387207
	Iteration 64Q: 3 clusters Score -8498499 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39999 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -8498500.000000 Penalty: 5334.387207
	Iteration 65Q: 3 clusters Score -8498500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -8498504.000000 Penalty: 5334.387207
	Iteration 66Q: 3 clusters Score -8498504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40033 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -8498511.000000 Penalty: 5334.387207
	Iteration 67Q: 3 clusters Score -8498511 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40055 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -8498504.000000 Penalty: 5334.387207
	Iteration 68Q: 3 clusters Score -8498504 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -8498506.000000 Penalty: 5334.387207
	Iteration 69Q: 3 clusters Score -8498506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40088 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -8498505.000000 Penalty: 5334.387207
	Iteration 70Q: 3 clusters Score -8498505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -8498506.000000 Penalty: 5334.387207
	Iteration 71Q: 3 clusters Score -8498506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -8498512.000000 Penalty: 5334.387207
	Iteration 72Q: 3 clusters Score -8498512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -8498512.000000 Penalty: 5334.387207
	Iteration 73Q: 3 clusters Score -8498512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -8498510.000000 Penalty: 5334.387207
	Iteration 74Q: 3 clusters Score -8498510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -8498507.000000 Penalty: 5334.387207
	Iteration 75Q: 3 clusters Score -8498507 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -8498519.000000 Penalty: 5334.387207
	Iteration 76Q: 3 clusters Score -8498519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -8498512.000000 Penalty: 5334.387207
	Iteration 77Q: 3 clusters Score -8498512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -8498515.000000 Penalty: 5334.387207
	Iteration 78Q: 3 clusters Score -8498515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -8498521.000000 Penalty: 5334.387207
	Iteration 79Q: 3 clusters Score -8498521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -8498520.000000 Penalty: 5334.387207
	Iteration 80F: 3 clusters Score -8498520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -8498529.000000 Penalty: 5334.387207
	Iteration 81Q: 3 clusters Score -8498529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -8498535.000000 Penalty: 5334.387207
	Iteration 82Q: 3 clusters Score -8498535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -8498527.000000 Penalty: 5334.387207
	Iteration 83Q: 3 clusters Score -8498527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40222 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -8498533.000000 Penalty: 5334.387207
	Iteration 84Q: 3 clusters Score -8498533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40226 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -8498539.000000 Penalty: 5334.387207
	Iteration 85Q: 3 clusters Score -8498539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40229 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -8498539.000000 Penalty: 5334.387207
	Iteration 86Q: 3 clusters Score -8498539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -8498527.000000 Penalty: 5334.387207
	Iteration 87Q: 3 clusters Score -8498527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -8498541.000000 Penalty: 5334.387207
	Iteration 88Q: 3 clusters Score -8498541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -8498544.000000 Penalty: 5334.387207
	Iteration 89Q: 3 clusters Score -8498544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -8498534.000000 Penalty: 5334.387207
	Iteration 90Q: 3 clusters Score -8498534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -8498537.000000 Penalty: 5334.387207
	Iteration 91Q: 3 clusters Score -8498537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -8498537.000000 Penalty: 5334.387207
	Iteration 92Q: 3 clusters Score -8498537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -8498538.000000 Penalty: 5334.387207
	Iteration 93Q: 3 clusters Score -8498538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -8498540.000000 Penalty: 5334.387207
	Iteration 94Q: 3 clusters Score -8498540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -8498535.000000 Penalty: 5334.387207
	Iteration 95Q: 3 clusters Score -8498535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -8498536.000000 Penalty: 5334.387207
	Iteration 96Q: 3 clusters Score -8498536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -8498541.000000 Penalty: 5334.387207
	Iteration 97Q: 3 clusters Score -8498541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -8498535.000000 Penalty: 5334.387207
	Iteration 98Q: 3 clusters Score -8498535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -8498528.000000 Penalty: 5334.387207
	Iteration 99Q: 3 clusters Score -8498528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -8498529.000000 Penalty: 5334.387207
	Iteration 100F: 3 clusters Score -8498529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40284 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -8498534.000000 Penalty: 5334.387207
	Iteration 101Q: 3 clusters Score -8498534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40284 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -8498534.000000 Penalty: 5334.387207
	Iteration 102F: 3 clusters Score -8498534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (49197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49197 members 
Entering Unmasked Estep 
Score: -9104596.000000 Penalty: 2679.289795
	Iteration 0F: 2 clusters Score -9104596 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -9075751.000000 Penalty: 5358.579590
	Iteration 0F: 3 clusters Score -9075751 nChanged 22759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -9088162.000000 Penalty: 5358.579590
	Iteration 1F: 3 clusters Score -9088162 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -9088738.000000 Penalty: 5358.579590
	Iteration 2Q: 3 clusters Score -9088738 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -9089272.000000 Penalty: 5358.579590
	Iteration 3Q: 3 clusters Score -9089272 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 25352 members 
Entering Unmasked Estep 
Score: -9089912.000000 Penalty: 5358.579590
	Iteration 4Q: 3 clusters Score -9089912 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -9090565.000000 Penalty: 5358.579590
	Iteration 5Q: 3 clusters Score -9090565 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -9091426.000000 Penalty: 5358.579590
	Iteration 6Q: 3 clusters Score -9091426 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -9092548.000000 Penalty: 5358.579590
	Iteration 7Q: 3 clusters Score -9092548 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 26221 members 
Entering Unmasked Estep 
Score: -9093826.000000 Penalty: 5358.579590
	Iteration 8Q: 3 clusters Score -9093826 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -9095136.000000 Penalty: 5358.579590
	Iteration 9F: 3 clusters Score -9095136 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -9096500.000000 Penalty: 5358.579590
	Iteration 10Q: 3 clusters Score -9096500 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -9097688.000000 Penalty: 5358.579590
	Iteration 11Q: 3 clusters Score -9097688 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -9098533.000000 Penalty: 5358.579590
	Iteration 12Q: 3 clusters Score -9098533 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -9099304.000000 Penalty: 5358.579590
	Iteration 13Q: 3 clusters Score -9099304 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -9099913.000000 Penalty: 5358.579590
	Iteration 14Q: 3 clusters Score -9099913 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -9100301.000000 Penalty: 5358.579590
	Iteration 15Q: 3 clusters Score -9100301 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -9100505.000000 Penalty: 5358.579590
	Iteration 16Q: 3 clusters Score -9100505 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -9100640.000000 Penalty: 5358.579590
	Iteration 17Q: 3 clusters Score -9100640 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -9100700.000000 Penalty: 5358.579590
	Iteration 18Q: 3 clusters Score -9100700 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -9100799.000000 Penalty: 5358.579590
	Iteration 19Q: 3 clusters Score -9100799 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 32224 members 
Entering Unmasked Estep 
Score: -9100861.000000 Penalty: 5358.579590
	Iteration 20F: 3 clusters Score -9100861 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -9100948.000000 Penalty: 5358.579590
	Iteration 21Q: 3 clusters Score -9100948 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16509 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -9100989.000000 Penalty: 5358.579590
	Iteration 22Q: 3 clusters Score -9100989 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 32883 members 
Entering Unmasked Estep 
Score: -9100999.000000 Penalty: 5358.579590
	Iteration 23Q: 3 clusters Score -9100999 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -9101067.000000 Penalty: 5358.579590
	Iteration 24Q: 3 clusters Score -9101067 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -9101085.000000 Penalty: 5358.579590
	Iteration 25Q: 3 clusters Score -9101085 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -9101096.000000 Penalty: 5358.579590
	Iteration 26Q: 3 clusters Score -9101096 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
Score: -9101108.000000 Penalty: 5358.579590
	Iteration 27Q: 3 clusters Score -9101108 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 33858 members 
Entering Unmasked Estep 
Score: -9101157.000000 Penalty: 5358.579590
	Iteration 28Q: 3 clusters Score -9101157 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 34051 members 
Entering Unmasked Estep 
Score: -9101198.000000 Penalty: 5358.579590
	Iteration 29Q: 3 clusters Score -9101198 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
Score: -9101217.000000 Penalty: 5358.579590
	Iteration 30Q: 3 clusters Score -9101217 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -9101252.000000 Penalty: 5358.579590
	Iteration 31Q: 3 clusters Score -9101252 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 34634 members 
Entering Unmasked Estep 
Score: -9101293.000000 Penalty: 5358.579590
	Iteration 32Q: 3 clusters Score -9101293 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 34824 members 
Entering Unmasked Estep 
Score: -9101316.000000 Penalty: 5358.579590
	Iteration 33Q: 3 clusters Score -9101316 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -9101348.000000 Penalty: 5358.579590
	Iteration 34Q: 3 clusters Score -9101348 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -9101389.000000 Penalty: 5358.579590
	Iteration 35Q: 3 clusters Score -9101389 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -9101439.000000 Penalty: 5358.579590
	Iteration 36Q: 3 clusters Score -9101439 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -9101447.000000 Penalty: 5358.579590
	Iteration 37Q: 3 clusters Score -9101447 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13186 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -9101536.000000 Penalty: 5358.579590
	Iteration 38Q: 3 clusters Score -9101536 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -9101594.000000 Penalty: 5358.579590
	Iteration 39Q: 3 clusters Score -9101594 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -9101618.000000 Penalty: 5358.579590
	Iteration 40F: 3 clusters Score -9101618 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 36914 members 
Entering Unmasked Estep 
Score: -9101697.000000 Penalty: 5358.579590
	Iteration 41Q: 3 clusters Score -9101697 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -9101786.000000 Penalty: 5358.579590
	Iteration 42Q: 3 clusters Score -9101786 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -9101827.000000 Penalty: 5358.579590
	Iteration 43Q: 3 clusters Score -9101827 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -9101918.000000 Penalty: 5358.579590
	Iteration 44Q: 3 clusters Score -9101918 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -9101977.000000 Penalty: 5358.579590
	Iteration 45Q: 3 clusters Score -9101977 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 38558 members 
Entering Unmasked Estep 
Score: -9102037.000000 Penalty: 5358.579590
	Iteration 46Q: 3 clusters Score -9102037 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -9102099.000000 Penalty: 5358.579590
	Iteration 47Q: 3 clusters Score -9102099 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 39286 members 
Entering Unmasked Estep 
Score: -9102191.000000 Penalty: 5358.579590
	Iteration 48Q: 3 clusters Score -9102191 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -9102290.000000 Penalty: 5358.579590
	Iteration 49Q: 3 clusters Score -9102290 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 40012 members 
Entering Unmasked Estep 
Score: -9102380.000000 Penalty: 5358.579590
	Iteration 50Q: 3 clusters Score -9102380 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 40377 members 
Entering Unmasked Estep 
Score: -9102460.000000 Penalty: 5358.579590
	Iteration 51Q: 3 clusters Score -9102460 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 40751 members 
Entering Unmasked Estep 
Score: -9102559.000000 Penalty: 5358.579590
	Iteration 52Q: 3 clusters Score -9102559 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 41085 members 
Entering Unmasked Estep 
Score: -9102623.000000 Penalty: 5358.579590
	Iteration 53Q: 3 clusters Score -9102623 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 41390 members 
Entering Unmasked Estep 
Score: -9102672.000000 Penalty: 5358.579590
	Iteration 54Q: 3 clusters Score -9102672 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 41675 members 
Entering Unmasked Estep 
Score: -9102700.000000 Penalty: 5358.579590
	Iteration 55Q: 3 clusters Score -9102700 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 41932 members 
Entering Unmasked Estep 
Score: -9102747.000000 Penalty: 5358.579590
	Iteration 56Q: 3 clusters Score -9102747 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 42150 members 
Entering Unmasked Estep 
Score: -9102761.000000 Penalty: 5358.579590
	Iteration 57Q: 3 clusters Score -9102761 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 42357 members 
Entering Unmasked Estep 
Score: -9102788.000000 Penalty: 5358.579590
	Iteration 58Q: 3 clusters Score -9102788 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 42565 members 
Entering Unmasked Estep 
Score: -9102831.000000 Penalty: 5358.579590
	Iteration 59Q: 3 clusters Score -9102831 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 42770 members 
Entering Unmasked Estep 
Score: -9102867.000000 Penalty: 5358.579590
	Iteration 60F: 3 clusters Score -9102867 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -9102892.000000 Penalty: 5358.579590
	Iteration 61Q: 3 clusters Score -9102892 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
Score: -9102912.000000 Penalty: 5358.579590
	Iteration 62Q: 3 clusters Score -9102912 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 43264 members 
Entering Unmasked Estep 
Score: -9102932.000000 Penalty: 5358.579590
	Iteration 63Q: 3 clusters Score -9102932 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 43411 members 
Entering Unmasked Estep 
Score: -9102922.000000 Penalty: 5358.579590
	Iteration 64Q: 3 clusters Score -9102922 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -9102957.000000 Penalty: 5358.579590
	Iteration 65Q: 3 clusters Score -9102957 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 43662 members 
Entering Unmasked Estep 
Score: -9102926.000000 Penalty: 5358.579590
	Iteration 66Q: 3 clusters Score -9102926 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -9102920.000000 Penalty: 5358.579590
	Iteration 67Q: 3 clusters Score -9102920 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -9102931.000000 Penalty: 5358.579590
	Iteration 68Q: 3 clusters Score -9102931 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -9102956.000000 Penalty: 5358.579590
	Iteration 69Q: 3 clusters Score -9102956 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 43997 members 
Entering Unmasked Estep 
Score: -9102927.000000 Penalty: 5358.579590
	Iteration 70Q: 3 clusters Score -9102927 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 44073 members 
Entering Unmasked Estep 
Score: -9102921.000000 Penalty: 5358.579590
	Iteration 71Q: 3 clusters Score -9102921 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -9102919.000000 Penalty: 5358.579590
	Iteration 72Q: 3 clusters Score -9102919 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 44229 members 
Entering Unmasked Estep 
Score: -9102942.000000 Penalty: 5358.579590
	Iteration 73Q: 3 clusters Score -9102942 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
Score: -9102951.000000 Penalty: 5358.579590
	Iteration 74Q: 3 clusters Score -9102951 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -9102941.000000 Penalty: 5358.579590
	Iteration 75Q: 3 clusters Score -9102941 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -9102935.000000 Penalty: 5358.579590
	Iteration 76Q: 3 clusters Score -9102935 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 44436 members 
Entering Unmasked Estep 
Score: -9102949.000000 Penalty: 5358.579590
	Iteration 77Q: 3 clusters Score -9102949 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 44479 members 
Entering Unmasked Estep 
Score: -9102954.000000 Penalty: 5358.579590
	Iteration 78Q: 3 clusters Score -9102954 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 44518 members 
Entering Unmasked Estep 
Score: -9102950.000000 Penalty: 5358.579590
	Iteration 79Q: 3 clusters Score -9102950 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 44562 members 
Entering Unmasked Estep 
Score: -9102943.000000 Penalty: 5358.579590
	Iteration 80F: 3 clusters Score -9102943 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 44608 members 
Entering Unmasked Estep 
Score: -9102947.000000 Penalty: 5358.579590
	Iteration 81Q: 3 clusters Score -9102947 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -9102934.000000 Penalty: 5358.579590
	Iteration 82Q: 3 clusters Score -9102934 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -9102950.000000 Penalty: 5358.579590
	Iteration 83Q: 3 clusters Score -9102950 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 44741 members 
Entering Unmasked Estep 
Score: -9102946.000000 Penalty: 5358.579590
	Iteration 84Q: 3 clusters Score -9102946 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 44767 members 
Entering Unmasked Estep 
Score: -9102951.000000 Penalty: 5358.579590
	Iteration 85Q: 3 clusters Score -9102951 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 44789 members 
Entering Unmasked Estep 
Score: -9102948.000000 Penalty: 5358.579590
	Iteration 86Q: 3 clusters Score -9102948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 44816 members 
Entering Unmasked Estep 
Score: -9102932.000000 Penalty: 5358.579590
	Iteration 87Q: 3 clusters Score -9102932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -9102922.000000 Penalty: 5358.579590
	Iteration 88Q: 3 clusters Score -9102922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 44848 members 
Entering Unmasked Estep 
Score: -9102907.000000 Penalty: 5358.579590
	Iteration 89Q: 3 clusters Score -9102907 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 44864 members 
Entering Unmasked Estep 
Score: -9102908.000000 Penalty: 5358.579590
	Iteration 90Q: 3 clusters Score -9102908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 44882 members 
Entering Unmasked Estep 
Score: -9102906.000000 Penalty: 5358.579590
	Iteration 91Q: 3 clusters Score -9102906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 44903 members 
Entering Unmasked Estep 
Score: -9102902.000000 Penalty: 5358.579590
	Iteration 92Q: 3 clusters Score -9102902 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 44927 members 
Entering Unmasked Estep 
Score: -9102903.000000 Penalty: 5358.579590
	Iteration 93Q: 3 clusters Score -9102903 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 44955 members 
Entering Unmasked Estep 
Score: -9102898.000000 Penalty: 5358.579590
	Iteration 94Q: 3 clusters Score -9102898 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
Score: -9102899.000000 Penalty: 5358.579590
	Iteration 95Q: 3 clusters Score -9102899 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 45017 members 
Entering Unmasked Estep 
Score: -9102884.000000 Penalty: 5358.579590
	Iteration 96Q: 3 clusters Score -9102884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
Score: -9102877.000000 Penalty: 5358.579590
	Iteration 97Q: 3 clusters Score -9102877 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -9102869.000000 Penalty: 5358.579590
	Iteration 98Q: 3 clusters Score -9102869 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 45133 members 
Entering Unmasked Estep 
Score: -9102850.000000 Penalty: 5358.579590
	Iteration 99Q: 3 clusters Score -9102850 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 45179 members 
Entering Unmasked Estep 
Score: -9102843.000000 Penalty: 5358.579590
	Iteration 100F: 3 clusters Score -9102843 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 45220 members 
Entering Unmasked Estep 
Score: -9102852.000000 Penalty: 5358.579590
	Iteration 101Q: 3 clusters Score -9102852 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -9102867.000000 Penalty: 5358.579590
	Iteration 102Q: 3 clusters Score -9102867 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 45302 members 
Entering Unmasked Estep 
Score: -9102881.000000 Penalty: 5358.579590
	Iteration 103Q: 3 clusters Score -9102881 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 45346 members 
Entering Unmasked Estep 
Score: -9102892.000000 Penalty: 5358.579590
	Iteration 104Q: 3 clusters Score -9102892 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 45391 members 
Entering Unmasked Estep 
Score: -9102890.000000 Penalty: 5358.579590
	Iteration 105Q: 3 clusters Score -9102890 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
Score: -9102888.000000 Penalty: 5358.579590
	Iteration 106Q: 3 clusters Score -9102888 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 45467 members 
Entering Unmasked Estep 
Score: -9102893.000000 Penalty: 5358.579590
	Iteration 107Q: 3 clusters Score -9102893 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -9102878.000000 Penalty: 5358.579590
	Iteration 108Q: 3 clusters Score -9102878 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 45509 members 
Entering Unmasked Estep 
Score: -9102882.000000 Penalty: 5358.579590
	Iteration 109Q: 3 clusters Score -9102882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 45526 members 
Entering Unmasked Estep 
Score: -9102874.000000 Penalty: 5358.579590
	Iteration 110Q: 3 clusters Score -9102874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 45544 members 
Entering Unmasked Estep 
Score: -9102870.000000 Penalty: 5358.579590
	Iteration 111Q: 3 clusters Score -9102870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 45556 members 
Entering Unmasked Estep 
Score: -9102864.000000 Penalty: 5358.579590
	Iteration 112Q: 3 clusters Score -9102864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 45569 members 
Entering Unmasked Estep 
Score: -9102857.000000 Penalty: 5358.579590
	Iteration 113Q: 3 clusters Score -9102857 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 45587 members 
Entering Unmasked Estep 
Score: -9102859.000000 Penalty: 5358.579590
	Iteration 114Q: 3 clusters Score -9102859 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 45598 members 
Entering Unmasked Estep 
Score: -9102849.000000 Penalty: 5358.579590
	Iteration 115Q: 3 clusters Score -9102849 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 45612 members 
Entering Unmasked Estep 
Score: -9102844.000000 Penalty: 5358.579590
	Iteration 116Q: 3 clusters Score -9102844 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 45628 members 
Entering Unmasked Estep 
Score: -9102843.000000 Penalty: 5358.579590
	Iteration 117Q: 3 clusters Score -9102843 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -9102845.000000 Penalty: 5358.579590
	Iteration 118Q: 3 clusters Score -9102845 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 45657 members 
Entering Unmasked Estep 
Score: -9102832.000000 Penalty: 5358.579590
	Iteration 119Q: 3 clusters Score -9102832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 45669 members 
Entering Unmasked Estep 
Score: -9102850.000000 Penalty: 5358.579590
	Iteration 120F: 3 clusters Score -9102850 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -9102859.000000 Penalty: 5358.579590
	Iteration 121Q: 3 clusters Score -9102859 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 45714 members 
Entering Unmasked Estep 
Score: -9102873.000000 Penalty: 5358.579590
	Iteration 122Q: 3 clusters Score -9102873 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 45740 members 
Entering Unmasked Estep 
Score: -9102858.000000 Penalty: 5358.579590
	Iteration 123Q: 3 clusters Score -9102858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 45760 members 
Entering Unmasked Estep 
Score: -9102860.000000 Penalty: 5358.579590
	Iteration 124Q: 3 clusters Score -9102860 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 45786 members 
Entering Unmasked Estep 
Score: -9102859.000000 Penalty: 5358.579590
	Iteration 125Q: 3 clusters Score -9102859 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 45812 members 
Entering Unmasked Estep 
Score: -9102863.000000 Penalty: 5358.579590
	Iteration 126Q: 3 clusters Score -9102863 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 45838 members 
Entering Unmasked Estep 
Score: -9102871.000000 Penalty: 5358.579590
	Iteration 127Q: 3 clusters Score -9102871 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 45866 members 
Entering Unmasked Estep 
Score: -9102879.000000 Penalty: 5358.579590
	Iteration 128Q: 3 clusters Score -9102879 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 45890 members 
Entering Unmasked Estep 
Score: -9102872.000000 Penalty: 5358.579590
	Iteration 129Q: 3 clusters Score -9102872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 45908 members 
Entering Unmasked Estep 
Score: -9102873.000000 Penalty: 5358.579590
	Iteration 130Q: 3 clusters Score -9102873 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 45926 members 
Entering Unmasked Estep 
Score: -9102873.000000 Penalty: 5358.579590
	Iteration 131Q: 3 clusters Score -9102873 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 45943 members 
Entering Unmasked Estep 
Score: -9102874.000000 Penalty: 5358.579590
	Iteration 132Q: 3 clusters Score -9102874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 45958 members 
Entering Unmasked Estep 
Score: -9102869.000000 Penalty: 5358.579590
	Iteration 133Q: 3 clusters Score -9102869 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 45972 members 
Entering Unmasked Estep 
Score: -9102864.000000 Penalty: 5358.579590
	Iteration 134Q: 3 clusters Score -9102864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 45984 members 
Entering Unmasked Estep 
Score: -9102864.000000 Penalty: 5358.579590
	Iteration 135Q: 3 clusters Score -9102864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 45992 members 
Entering Unmasked Estep 
Score: -9102861.000000 Penalty: 5358.579590
	Iteration 136Q: 3 clusters Score -9102861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 46002 members 
Entering Unmasked Estep 
Score: -9102860.000000 Penalty: 5358.579590
	Iteration 137Q: 3 clusters Score -9102860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 46017 members 
Entering Unmasked Estep 
Score: -9102869.000000 Penalty: 5358.579590
	Iteration 138Q: 3 clusters Score -9102869 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 46036 members 
Entering Unmasked Estep 
Score: -9102854.000000 Penalty: 5358.579590
	Iteration 139Q: 3 clusters Score -9102854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 46056 members 
Entering Unmasked Estep 
Score: -9102860.000000 Penalty: 5358.579590
	Iteration 140F: 3 clusters Score -9102860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 46075 members 
Entering Unmasked Estep 
Score: -9102858.000000 Penalty: 5358.579590
	Iteration 141Q: 3 clusters Score -9102858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 46095 members 
Entering Unmasked Estep 
Score: -9102865.000000 Penalty: 5358.579590
	Iteration 142Q: 3 clusters Score -9102865 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 46113 members 
Entering Unmasked Estep 
Score: -9102869.000000 Penalty: 5358.579590
	Iteration 143Q: 3 clusters Score -9102869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 46126 members 
Entering Unmasked Estep 
Score: -9102866.000000 Penalty: 5358.579590
	Iteration 144Q: 3 clusters Score -9102866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 46140 members 
Entering Unmasked Estep 
Score: -9102860.000000 Penalty: 5358.579590
	Iteration 145Q: 3 clusters Score -9102860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 46154 members 
Entering Unmasked Estep 
Score: -9102857.000000 Penalty: 5358.579590
	Iteration 146Q: 3 clusters Score -9102857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 46167 members 
Entering Unmasked Estep 
Score: -9102860.000000 Penalty: 5358.579590
	Iteration 147Q: 3 clusters Score -9102860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 46171 members 
Entering Unmasked Estep 
Score: -9102861.000000 Penalty: 5358.579590
	Iteration 148Q: 3 clusters Score -9102861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -9102858.000000 Penalty: 5358.579590
	Iteration 149Q: 3 clusters Score -9102858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 46191 members 
Entering Unmasked Estep 
Score: -9102857.000000 Penalty: 5358.579590
	Iteration 150Q: 3 clusters Score -9102857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 46203 members 
Entering Unmasked Estep 
Score: -9102859.000000 Penalty: 5358.579590
	Iteration 151Q: 3 clusters Score -9102859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -9102847.000000 Penalty: 5358.579590
	Iteration 152Q: 3 clusters Score -9102847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 46214 members 
Entering Unmasked Estep 
Score: -9102854.000000 Penalty: 5358.579590
	Iteration 153Q: 3 clusters Score -9102854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 46220 members 
Entering Unmasked Estep 
Score: -9102855.000000 Penalty: 5358.579590
	Iteration 154Q: 3 clusters Score -9102855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 46220 members 
Entering Unmasked Estep 
Score: -9102852.000000 Penalty: 5358.579590
	Iteration 155Q: 3 clusters Score -9102852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 46221 members 
Entering Unmasked Estep 
Score: -9102844.000000 Penalty: 5358.579590
	Iteration 156Q: 3 clusters Score -9102844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 46223 members 
Entering Unmasked Estep 
Score: -9102851.000000 Penalty: 5358.579590
	Iteration 157Q: 3 clusters Score -9102851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 46223 members 
Entering Unmasked Estep 
Score: -9102851.000000 Penalty: 5358.579590
	Iteration 158F: 3 clusters Score -9102851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47422 members 
Entering Unmasked Estep 
Score: -8743198.000000 Penalty: 2670.176758
	Iteration 0F: 2 clusters Score -8743198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -8714243.000000 Penalty: 5340.353516
	Iteration 0F: 3 clusters Score -8714243 nChanged 21836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -8726365.000000 Penalty: 5340.353516
	Iteration 1F: 3 clusters Score -8726365 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 23573 members 
Entering Unmasked Estep 
Score: -8726774.000000 Penalty: 5340.353516
	Iteration 2Q: 3 clusters Score -8726774 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -8727158.000000 Penalty: 5340.353516
	Iteration 3Q: 3 clusters Score -8727158 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 23386 members 
Entering Unmasked Estep 
Score: -8727428.000000 Penalty: 5340.353516
	Iteration 4Q: 3 clusters Score -8727428 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -8727637.000000 Penalty: 5340.353516
	Iteration 5Q: 3 clusters Score -8727637 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -8727870.000000 Penalty: 5340.353516
	Iteration 6Q: 3 clusters Score -8727870 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -8728100.000000 Penalty: 5340.353516
	Iteration 7Q: 3 clusters Score -8728100 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -8728385.000000 Penalty: 5340.353516
	Iteration 8Q: 3 clusters Score -8728385 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25781 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -8728765.000000 Penalty: 5340.353516
	Iteration 9Q: 3 clusters Score -8728765 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -8729296.000000 Penalty: 5340.353516
	Iteration 10Q: 3 clusters Score -8729296 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -8730035.000000 Penalty: 5340.353516
	Iteration 11Q: 3 clusters Score -8730035 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -8731078.000000 Penalty: 5340.353516
	Iteration 12Q: 3 clusters Score -8731078 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -8732602.000000 Penalty: 5340.353516
	Iteration 13Q: 3 clusters Score -8732602 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -8734325.000000 Penalty: 5340.353516
	Iteration 14F: 3 clusters Score -8734325 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33485 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -8735919.000000 Penalty: 5340.353516
	Iteration 15F: 3 clusters Score -8735919 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -8736909.000000 Penalty: 5340.353516
	Iteration 16Q: 3 clusters Score -8736909 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -8737508.000000 Penalty: 5340.353516
	Iteration 17Q: 3 clusters Score -8737508 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36183 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -8737905.000000 Penalty: 5340.353516
	Iteration 18Q: 3 clusters Score -8737905 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -8738149.000000 Penalty: 5340.353516
	Iteration 19Q: 3 clusters Score -8738149 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -8738395.000000 Penalty: 5340.353516
	Iteration 20F: 3 clusters Score -8738395 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38168 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -8738652.000000 Penalty: 5340.353516
	Iteration 21Q: 3 clusters Score -8738652 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -8738872.000000 Penalty: 5340.353516
	Iteration 22Q: 3 clusters Score -8738872 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -8739052.000000 Penalty: 5340.353516
	Iteration 23Q: 3 clusters Score -8739052 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -8739245.000000 Penalty: 5340.353516
	Iteration 24Q: 3 clusters Score -8739245 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40437 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -8739435.000000 Penalty: 5340.353516
	Iteration 25Q: 3 clusters Score -8739435 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -8739647.000000 Penalty: 5340.353516
	Iteration 26Q: 3 clusters Score -8739647 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -8739832.000000 Penalty: 5340.353516
	Iteration 27Q: 3 clusters Score -8739832 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -8739997.000000 Penalty: 5340.353516
	Iteration 28Q: 3 clusters Score -8739997 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -8740130.000000 Penalty: 5340.353516
	Iteration 29Q: 3 clusters Score -8740130 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42639 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -8740275.000000 Penalty: 5340.353516
	Iteration 30Q: 3 clusters Score -8740275 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -8740371.000000 Penalty: 5340.353516
	Iteration 31Q: 3 clusters Score -8740371 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -8740440.000000 Penalty: 5340.353516
	Iteration 32Q: 3 clusters Score -8740440 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43639 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -8740499.000000 Penalty: 5340.353516
	Iteration 33Q: 3 clusters Score -8740499 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43922 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -8740555.000000 Penalty: 5340.353516
	Iteration 34Q: 3 clusters Score -8740555 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44162 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -8740578.000000 Penalty: 5340.353516
	Iteration 35Q: 3 clusters Score -8740578 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44376 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -8740633.000000 Penalty: 5340.353516
	Iteration 36Q: 3 clusters Score -8740633 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44566 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -8740687.000000 Penalty: 5340.353516
	Iteration 37Q: 3 clusters Score -8740687 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44747 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -8740713.000000 Penalty: 5340.353516
	Iteration 38Q: 3 clusters Score -8740713 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44921 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -8740744.000000 Penalty: 5340.353516
	Iteration 39Q: 3 clusters Score -8740744 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -8740737.000000 Penalty: 5340.353516
	Iteration 40F: 3 clusters Score -8740737 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -8740723.000000 Penalty: 5340.353516
	Iteration 41Q: 3 clusters Score -8740723 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45293 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -8740741.000000 Penalty: 5340.353516
	Iteration 42Q: 3 clusters Score -8740741 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45380 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -8740751.000000 Penalty: 5340.353516
	Iteration 43Q: 3 clusters Score -8740751 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -8740783.000000 Penalty: 5340.353516
	Iteration 44Q: 3 clusters Score -8740783 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45555 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -8740789.000000 Penalty: 5340.353516
	Iteration 45Q: 3 clusters Score -8740789 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45635 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -8740775.000000 Penalty: 5340.353516
	Iteration 46Q: 3 clusters Score -8740775 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45696 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -8740805.000000 Penalty: 5340.353516
	Iteration 47Q: 3 clusters Score -8740805 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -8740831.000000 Penalty: 5340.353516
	Iteration 48Q: 3 clusters Score -8740831 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45802 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -8740837.000000 Penalty: 5340.353516
	Iteration 49Q: 3 clusters Score -8740837 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45854 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -8740852.000000 Penalty: 5340.353516
	Iteration 50Q: 3 clusters Score -8740852 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45894 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -8740856.000000 Penalty: 5340.353516
	Iteration 51Q: 3 clusters Score -8740856 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45933 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -8740872.000000 Penalty: 5340.353516
	Iteration 52Q: 3 clusters Score -8740872 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45974 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -8740891.000000 Penalty: 5340.353516
	Iteration 53Q: 3 clusters Score -8740891 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46014 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -8740888.000000 Penalty: 5340.353516
	Iteration 54Q: 3 clusters Score -8740888 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46046 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -8740881.000000 Penalty: 5340.353516
	Iteration 55Q: 3 clusters Score -8740881 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46070 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -8740896.000000 Penalty: 5340.353516
	Iteration 56Q: 3 clusters Score -8740896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46089 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -8740884.000000 Penalty: 5340.353516
	Iteration 57Q: 3 clusters Score -8740884 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -8740907.000000 Penalty: 5340.353516
	Iteration 58Q: 3 clusters Score -8740907 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46136 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -8740911.000000 Penalty: 5340.353516
	Iteration 59Q: 3 clusters Score -8740911 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46154 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -8740908.000000 Penalty: 5340.353516
	Iteration 60F: 3 clusters Score -8740908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46174 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -8740911.000000 Penalty: 5340.353516
	Iteration 61Q: 3 clusters Score -8740911 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46200 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -8740924.000000 Penalty: 5340.353516
	Iteration 62Q: 3 clusters Score -8740924 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46228 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -8740932.000000 Penalty: 5340.353516
	Iteration 63Q: 3 clusters Score -8740932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46244 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -8740933.000000 Penalty: 5340.353516
	Iteration 64Q: 3 clusters Score -8740933 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46254 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -8740938.000000 Penalty: 5340.353516
	Iteration 65Q: 3 clusters Score -8740938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46269 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -8740947.000000 Penalty: 5340.353516
	Iteration 66Q: 3 clusters Score -8740947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46278 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -8740947.000000 Penalty: 5340.353516
	Iteration 67Q: 3 clusters Score -8740947 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46291 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -8740945.000000 Penalty: 5340.353516
	Iteration 68Q: 3 clusters Score -8740945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46304 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -8740950.000000 Penalty: 5340.353516
	Iteration 69Q: 3 clusters Score -8740950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -8740960.000000 Penalty: 5340.353516
	Iteration 70Q: 3 clusters Score -8740960 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -8740970.000000 Penalty: 5340.353516
	Iteration 71Q: 3 clusters Score -8740970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46339 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -8740991.000000 Penalty: 5340.353516
	Iteration 72Q: 3 clusters Score -8740991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46345 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -8740993.000000 Penalty: 5340.353516
	Iteration 73Q: 3 clusters Score -8740993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -8741001.000000 Penalty: 5340.353516
	Iteration 74Q: 3 clusters Score -8741001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -8741007.000000 Penalty: 5340.353516
	Iteration 75Q: 3 clusters Score -8741007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46365 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -8741006.000000 Penalty: 5340.353516
	Iteration 76Q: 3 clusters Score -8741006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -8741005.000000 Penalty: 5340.353516
	Iteration 77Q: 3 clusters Score -8741005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46368 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -8741027.000000 Penalty: 5340.353516
	Iteration 78Q: 3 clusters Score -8741027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -8741028.000000 Penalty: 5340.353516
	Iteration 79Q: 3 clusters Score -8741028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46374 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -8741021.000000 Penalty: 5340.353516
	Iteration 80F: 3 clusters Score -8741021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46377 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -8741022.000000 Penalty: 5340.353516
	Iteration 81Q: 3 clusters Score -8741022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46381 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -8741029.000000 Penalty: 5340.353516
	Iteration 82Q: 3 clusters Score -8741029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46387 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -8741033.000000 Penalty: 5340.353516
	Iteration 83Q: 3 clusters Score -8741033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46389 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -8741031.000000 Penalty: 5340.353516
	Iteration 84Q: 3 clusters Score -8741031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46393 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -8741027.000000 Penalty: 5340.353516
	Iteration 85Q: 3 clusters Score -8741027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46397 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -8741046.000000 Penalty: 5340.353516
	Iteration 86Q: 3 clusters Score -8741046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46401 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -8741040.000000 Penalty: 5340.353516
	Iteration 87Q: 3 clusters Score -8741040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8741046.000000 Penalty: 5340.353516
	Iteration 88Q: 3 clusters Score -8741046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46405 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -8741041.000000 Penalty: 5340.353516
	Iteration 89Q: 3 clusters Score -8741041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -8741044.000000 Penalty: 5340.353516
	Iteration 90Q: 3 clusters Score -8741044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -8741044.000000 Penalty: 5340.353516
	Iteration 91F: 3 clusters Score -8741044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (49870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49870 members 
Entering Unmasked Estep 
Score: -9214313.000000 Penalty: 2682.659424
	Iteration 0F: 2 clusters Score -9214313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -9185158.000000 Penalty: 5365.318848
	Iteration 0F: 3 clusters Score -9185158 nChanged 22929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -9198095.000000 Penalty: 5365.318848
	Iteration 1F: 3 clusters Score -9198095 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -9199288.000000 Penalty: 5365.318848
	Iteration 2F: 3 clusters Score -9199288 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -9200846.000000 Penalty: 5365.318848
	Iteration 3F: 3 clusters Score -9200846 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33973 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -9203017.000000 Penalty: 5365.318848
	Iteration 4F: 3 clusters Score -9203017 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -9205786.000000 Penalty: 5365.318848
	Iteration 5F: 3 clusters Score -9205786 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -9208528.000000 Penalty: 5365.318848
	Iteration 6F: 3 clusters Score -9208528 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42268 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -9210683.000000 Penalty: 5365.318848
	Iteration 7F: 3 clusters Score -9210683 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -9211847.000000 Penalty: 5365.318848
	Iteration 8Q: 3 clusters Score -9211847 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45768 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -9212151.000000 Penalty: 5365.318848
	Iteration 9Q: 3 clusters Score -9212151 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46820 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -9212336.000000 Penalty: 5365.318848
	Iteration 10Q: 3 clusters Score -9212336 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47575 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -9212362.000000 Penalty: 5365.318848
	Iteration 11Q: 3 clusters Score -9212362 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48049 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -9212424.000000 Penalty: 5365.318848
	Iteration 12Q: 3 clusters Score -9212424 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48357 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -9212438.000000 Penalty: 5365.318848
	Iteration 13Q: 3 clusters Score -9212438 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48592 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -9212447.000000 Penalty: 5365.318848
	Iteration 14Q: 3 clusters Score -9212447 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48767 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -9212412.000000 Penalty: 5365.318848
	Iteration 15Q: 3 clusters Score -9212412 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48883 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -9212407.000000 Penalty: 5365.318848
	Iteration 16Q: 3 clusters Score -9212407 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48957 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -9212376.000000 Penalty: 5365.318848
	Iteration 17Q: 3 clusters Score -9212376 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49026 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -9212375.000000 Penalty: 5365.318848
	Iteration 18Q: 3 clusters Score -9212375 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49078 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -9212372.000000 Penalty: 5365.318848
	Iteration 19Q: 3 clusters Score -9212372 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49118 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -9212377.000000 Penalty: 5365.318848
	Iteration 20F: 3 clusters Score -9212377 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49155 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -9212365.000000 Penalty: 5365.318848
	Iteration 21Q: 3 clusters Score -9212365 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49180 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -9212354.000000 Penalty: 5365.318848
	Iteration 22Q: 3 clusters Score -9212354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49198 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -9212352.000000 Penalty: 5365.318848
	Iteration 23Q: 3 clusters Score -9212352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49211 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -9212339.000000 Penalty: 5365.318848
	Iteration 24Q: 3 clusters Score -9212339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49217 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -9212339.000000 Penalty: 5365.318848
	Iteration 25Q: 3 clusters Score -9212339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49225 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -9212334.000000 Penalty: 5365.318848
	Iteration 26Q: 3 clusters Score -9212334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49234 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -9212340.000000 Penalty: 5365.318848
	Iteration 27Q: 3 clusters Score -9212340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49240 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -9212332.000000 Penalty: 5365.318848
	Iteration 28Q: 3 clusters Score -9212332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49243 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -9212334.000000 Penalty: 5365.318848
	Iteration 29Q: 3 clusters Score -9212334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49247 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -9212332.000000 Penalty: 5365.318848
	Iteration 30Q: 3 clusters Score -9212332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49249 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -9212333.000000 Penalty: 5365.318848
	Iteration 31Q: 3 clusters Score -9212333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49250 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -9212339.000000 Penalty: 5365.318848
	Iteration 32Q: 3 clusters Score -9212339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49252 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -9212339.000000 Penalty: 5365.318848
	Iteration 33Q: 3 clusters Score -9212339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49256 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -9212337.000000 Penalty: 5365.318848
	Iteration 34Q: 3 clusters Score -9212337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49259 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -9212334.000000 Penalty: 5365.318848
	Iteration 35Q: 3 clusters Score -9212334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49268 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -9212336.000000 Penalty: 5365.318848
	Iteration 36Q: 3 clusters Score -9212336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49275 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -9212329.000000 Penalty: 5365.318848
	Iteration 37Q: 3 clusters Score -9212329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49284 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -9212336.000000 Penalty: 5365.318848
	Iteration 38Q: 3 clusters Score -9212336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49292 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -9212317.000000 Penalty: 5365.318848
	Iteration 39Q: 3 clusters Score -9212317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49299 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -9212324.000000 Penalty: 5365.318848
	Iteration 40F: 3 clusters Score -9212324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49310 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -9212317.000000 Penalty: 5365.318848
	Iteration 41Q: 3 clusters Score -9212317 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49314 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -9212325.000000 Penalty: 5365.318848
	Iteration 42Q: 3 clusters Score -9212325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49321 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -9212328.000000 Penalty: 5365.318848
	Iteration 43Q: 3 clusters Score -9212328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49326 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -9212338.000000 Penalty: 5365.318848
	Iteration 44Q: 3 clusters Score -9212338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49329 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -9212342.000000 Penalty: 5365.318848
	Iteration 45Q: 3 clusters Score -9212342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49331 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -9212339.000000 Penalty: 5365.318848
	Iteration 46Q: 3 clusters Score -9212339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49334 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -9212339.000000 Penalty: 5365.318848
	Iteration 47Q: 3 clusters Score -9212339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49336 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -9212341.000000 Penalty: 5365.318848
	Iteration 48Q: 3 clusters Score -9212341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49337 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -9212334.000000 Penalty: 5365.318848
	Iteration 49Q: 3 clusters Score -9212334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49339 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -9212341.000000 Penalty: 5365.318848
	Iteration 50Q: 3 clusters Score -9212341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49340 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -9212342.000000 Penalty: 5365.318848
	Iteration 51Q: 3 clusters Score -9212342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -9212330.000000 Penalty: 5365.318848
	Iteration 52Q: 3 clusters Score -9212330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49341 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -9212330.000000 Penalty: 5365.318848
	Iteration 53F: 3 clusters Score -9212330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (43297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43297 members 
Entering Unmasked Estep 
Score: -7941218.500000 Penalty: 2647.607910
	Iteration 0F: 2 clusters Score -7941218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -7912512.000000 Penalty: 5295.215820
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Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 25628 members 
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Mstep: Class 2 contains 26483 members 
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Mstep: Class 1 contains 16104 members 
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Mstep: Class 2 contains 28642 members 
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Mstep: Class 2 contains 29035 members 
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Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 29232 members 
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Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 29423 members 
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Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 29606 members 
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Mstep: Class 2 contains 29784 members 
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Mstep: Class 2 contains 30163 members 
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Mstep: Class 1 contains 9533 members 
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	Iteration 80F: 3 clusters Score -7939065 nChanged 18
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	Iteration 82Q: 3 clusters Score -7939074 nChanged 18
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	Iteration 83Q: 3 clusters Score -7939082 nChanged 21
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	Iteration 89Q: 3 clusters Score -7939123 nChanged 9
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	Iteration 91Q: 3 clusters Score -7939124 nChanged 6
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	Iteration 92Q: 3 clusters Score -7939134 nChanged 6
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Entering Unmasked Estep 
Score: -7939131.500000 Penalty: 5295.215820
	Iteration 93Q: 3 clusters Score -7939132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 42336 members 
Entering Unmasked Estep 
Score: -7939135.000000 Penalty: 5295.215820
	Iteration 94Q: 3 clusters Score -7939135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 42341 members 
Entering Unmasked Estep 
Score: -7939145.500000 Penalty: 5295.215820
	Iteration 95Q: 3 clusters Score -7939146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 42341 members 
Entering Unmasked Estep 
Score: -7939145.500000 Penalty: 5295.215820
	Iteration 96F: 3 clusters Score -7939146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43345 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 44229 members 
Mstep: Class 5 contains 44674 members 
Mstep: Class 6 contains 45343 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43554 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43204 members 
Mstep: Class 15 contains 44042 members 
Mstep: Class 16 contains 25785 members 
Mstep: Class 17 contains 38132 members 
Mstep: Class 18 contains 1609 members 
Mstep: Class 19 contains 46855 members 
Mstep: Class 20 contains 49197 members 
Mstep: Class 22 contains 47422 members 
Mstep: Class 23 contains 49870 members 
Mstep: Class 24 contains 43297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216488.000000 Penalty: 76057.484375
Iteration 239Q: 24 clusters Score -1.112165e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 44207 members 
Mstep: Class 5 contains 44669 members 
Mstep: Class 6 contains 45340 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43537 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43237 members 
Mstep: Class 15 contains 44058 members 
Mstep: Class 16 contains 25785 members 
Mstep: Class 17 contains 38111 members 
Mstep: Class 18 contains 1610 members 
Mstep: Class 19 contains 46847 members 
Mstep: Class 20 contains 49195 members 
Mstep: Class 22 contains 47426 members 
Mstep: Class 23 contains 49874 members 
Mstep: Class 24 contains 43309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216552.000000 Penalty: 76057.484375
Iteration 240F: 24 clusters Score -1.112166e+08 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 44196 members 
Mstep: Class 5 contains 44656 members 
Mstep: Class 6 contains 45347 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43528 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43238 members 
Mstep: Class 15 contains 44054 members 
Mstep: Class 16 contains 25788 members 
Mstep: Class 17 contains 38107 members 
Mstep: Class 18 contains 1612 members 
Mstep: Class 19 contains 46843 members 
Mstep: Class 20 contains 49185 members 
Mstep: Class 22 contains 47432 members 
Mstep: Class 23 contains 49895 members 
Mstep: Class 24 contains 43306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216408.000000 Penalty: 76057.484375
Iteration 241Q: 24 clusters Score -1.112164e+08 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 44190 members 
Mstep: Class 5 contains 44643 members 
Mstep: Class 6 contains 45351 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43515 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43240 members 
Mstep: Class 15 contains 44042 members 
Mstep: Class 16 contains 25794 members 
Mstep: Class 17 contains 38090 members 
Mstep: Class 18 contains 1612 members 
Mstep: Class 19 contains 46852 members 
Mstep: Class 20 contains 49182 members 
Mstep: Class 22 contains 47461 members 
Mstep: Class 23 contains 49913 members 
Mstep: Class 24 contains 43294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216600.000000 Penalty: 76057.484375
Iteration 242Q: 24 clusters Score -1.112166e+08 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43379 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 44184 members 
Mstep: Class 5 contains 44640 members 
Mstep: Class 6 contains 45358 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43514 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43234 members 
Mstep: Class 15 contains 44058 members 
Mstep: Class 16 contains 25803 members 
Mstep: Class 17 contains 38060 members 
Mstep: Class 18 contains 1610 members 
Mstep: Class 19 contains 46856 members 
Mstep: Class 20 contains 49183 members 
Mstep: Class 22 contains 47468 members 
Mstep: Class 23 contains 49924 members 
Mstep: Class 24 contains 43286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216656.000000 Penalty: 76057.484375
Iteration 243Q: 24 clusters Score -1.112167e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 44187 members 
Mstep: Class 5 contains 44620 members 
Mstep: Class 6 contains 45355 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43508 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43222 members 
Mstep: Class 15 contains 44065 members 
Mstep: Class 16 contains 25810 members 
Mstep: Class 17 contains 38038 members 
Mstep: Class 18 contains 1610 members 
Mstep: Class 19 contains 46858 members 
Mstep: Class 20 contains 49187 members 
Mstep: Class 22 contains 47473 members 
Mstep: Class 23 contains 49946 members 
Mstep: Class 24 contains 43283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216640.000000 Penalty: 76057.484375
Iteration 244Q: 24 clusters Score -1.112166e+08 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 44195 members 
Mstep: Class 5 contains 44603 members 
Mstep: Class 6 contains 45359 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43509 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43222 members 
Mstep: Class 15 contains 44056 members 
Mstep: Class 16 contains 25813 members 
Mstep: Class 17 contains 38017 members 
Mstep: Class 18 contains 1610 members 
Mstep: Class 19 contains 46852 members 
Mstep: Class 20 contains 49192 members 
Mstep: Class 22 contains 47486 members 
Mstep: Class 23 contains 49958 members 
Mstep: Class 24 contains 43277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216760.000000 Penalty: 76057.484375
Iteration 245Q: 24 clusters Score -1.112168e+08 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 44179 members 
Mstep: Class 5 contains 44608 members 
Mstep: Class 6 contains 45357 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43497 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43215 members 
Mstep: Class 15 contains 44055 members 
Mstep: Class 16 contains 25812 members 
Mstep: Class 17 contains 38006 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 46870 members 
Mstep: Class 20 contains 49197 members 
Mstep: Class 22 contains 47481 members 
Mstep: Class 23 contains 49964 members 
Mstep: Class 24 contains 43288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216528.000000 Penalty: 76057.484375
Iteration 246Q: 24 clusters Score -1.112165e+08 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43438 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 44169 members 
Mstep: Class 5 contains 44610 members 
Mstep: Class 6 contains 45344 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43476 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43213 members 
Mstep: Class 15 contains 44068 members 
Mstep: Class 16 contains 25813 members 
Mstep: Class 17 contains 38002 members 
Mstep: Class 18 contains 1605 members 
Mstep: Class 19 contains 46871 members 
Mstep: Class 20 contains 49210 members 
Mstep: Class 22 contains 47489 members 
Mstep: Class 23 contains 49973 members 
Mstep: Class 24 contains 43276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216712.000000 Penalty: 76057.484375
Iteration 247Q: 24 clusters Score -1.112167e+08 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 44150 members 
Mstep: Class 5 contains 44627 members 
Mstep: Class 6 contains 45342 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43447 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43206 members 
Mstep: Class 15 contains 44057 members 
Mstep: Class 16 contains 25821 members 
Mstep: Class 17 contains 38013 members 
Mstep: Class 18 contains 1604 members 
Mstep: Class 19 contains 46873 members 
Mstep: Class 20 contains 49230 members 
Mstep: Class 22 contains 47462 members 
Mstep: Class 23 contains 49993 members 
Mstep: Class 24 contains 43283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216808.000000 Penalty: 76057.484375
Iteration 248Q: 24 clusters Score -1.112168e+08 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43452 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 44143 members 
Mstep: Class 5 contains 44634 members 
Mstep: Class 6 contains 45337 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43430 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43205 members 
Mstep: Class 15 contains 44052 members 
Mstep: Class 16 contains 25824 members 
Mstep: Class 17 contains 38019 members 
Mstep: Class 18 contains 1604 members 
Mstep: Class 19 contains 46860 members 
Mstep: Class 20 contains 49256 members 
Mstep: Class 22 contains 47462 members 
Mstep: Class 23 contains 49994 members 
Mstep: Class 24 contains 43285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216784.000000 Penalty: 76057.484375
Iteration 249Q: 24 clusters Score -1.112168e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43464 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 44141 members 
Mstep: Class 5 contains 44626 members 
Mstep: Class 6 contains 45342 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43420 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43197 members 
Mstep: Class 15 contains 44056 members 
Mstep: Class 16 contains 25825 members 
Mstep: Class 17 contains 37995 members 
Mstep: Class 18 contains 1605 members 
Mstep: Class 19 contains 46856 members 
Mstep: Class 20 contains 49265 members 
Mstep: Class 22 contains 47462 members 
Mstep: Class 23 contains 50011 members 
Mstep: Class 24 contains 43292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216832.000000 Penalty: 76057.484375
Iteration 250Q: 24 clusters Score -1.112168e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 44142 members 
Mstep: Class 5 contains 44624 members 
Mstep: Class 6 contains 45344 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43401 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43197 members 
Mstep: Class 15 contains 44060 members 
Mstep: Class 16 contains 25828 members 
Mstep: Class 17 contains 37982 members 
Mstep: Class 18 contains 1604 members 
Mstep: Class 19 contains 46849 members 
Mstep: Class 20 contains 49264 members 
Mstep: Class 22 contains 47461 members 
Mstep: Class 23 contains 50034 members 
Mstep: Class 24 contains 43291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216632.000000 Penalty: 76057.484375
Iteration 251Q: 24 clusters Score -1.112166e+08 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 44127 members 
Mstep: Class 5 contains 44631 members 
Mstep: Class 6 contains 45336 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43377 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43195 members 
Mstep: Class 15 contains 44068 members 
Mstep: Class 16 contains 25831 members 
Mstep: Class 17 contains 37993 members 
Mstep: Class 18 contains 1604 members 
Mstep: Class 19 contains 46854 members 
Mstep: Class 20 contains 49270 members 
Mstep: Class 22 contains 47454 members 
Mstep: Class 23 contains 50040 members 
Mstep: Class 24 contains 43305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216552.000000 Penalty: 76057.484375
Iteration 252Q: 24 clusters Score -1.112166e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 44106 members 
Mstep: Class 5 contains 44634 members 
Mstep: Class 6 contains 45347 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43359 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43181 members 
Mstep: Class 15 contains 44076 members 
Mstep: Class 16 contains 25836 members 
Mstep: Class 17 contains 37987 members 
Mstep: Class 18 contains 1606 members 
Mstep: Class 19 contains 46851 members 
Mstep: Class 20 contains 49261 members 
Mstep: Class 22 contains 47445 members 
Mstep: Class 23 contains 50067 members 
Mstep: Class 24 contains 43321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216672.000000 Penalty: 76057.484375
Iteration 253Q: 24 clusters Score -1.112167e+08 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43486 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 44087 members 
Mstep: Class 5 contains 44647 members 
Mstep: Class 6 contains 45343 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43367 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43166 members 
Mstep: Class 15 contains 44073 members 
Mstep: Class 16 contains 25837 members 
Mstep: Class 17 contains 37994 members 
Mstep: Class 18 contains 1608 members 
Mstep: Class 19 contains 46860 members 
Mstep: Class 20 contains 49249 members 
Mstep: Class 22 contains 47426 members 
Mstep: Class 23 contains 50079 members 
Mstep: Class 24 contains 43336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216648.000000 Penalty: 76057.484375
Iteration 254Q: 24 clusters Score -1.112166e+08 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43491 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 44095 members 
Mstep: Class 5 contains 44654 members 
Mstep: Class 6 contains 45339 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43380 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43160 members 
Mstep: Class 15 contains 44082 members 
Mstep: Class 16 contains 25836 members 
Mstep: Class 17 contains 38028 members 
Mstep: Class 18 contains 1608 members 
Mstep: Class 19 contains 46847 members 
Mstep: Class 20 contains 49223 members 
Mstep: Class 22 contains 47414 members 
Mstep: Class 23 contains 50063 members 
Mstep: Class 24 contains 43337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216664.000000 Penalty: 76057.484375
Iteration 255Q: 24 clusters Score -1.112167e+08 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 44092 members 
Mstep: Class 5 contains 44666 members 
Mstep: Class 6 contains 45352 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43372 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43152 members 
Mstep: Class 15 contains 44076 members 
Mstep: Class 16 contains 25832 members 
Mstep: Class 17 contains 38067 members 
Mstep: Class 18 contains 1608 members 
Mstep: Class 19 contains 46840 members 
Mstep: Class 20 contains 49226 members 
Mstep: Class 22 contains 47384 members 
Mstep: Class 23 contains 50045 members 
Mstep: Class 24 contains 43348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216568.000000 Penalty: 76057.484375
Iteration 256Q: 24 clusters Score -1.112166e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 44084 members 
Mstep: Class 5 contains 44667 members 
Mstep: Class 6 contains 45368 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43372 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43155 members 
Mstep: Class 15 contains 44061 members 
Mstep: Class 16 contains 25832 members 
Mstep: Class 17 contains 38100 members 
Mstep: Class 18 contains 1609 members 
Mstep: Class 19 contains 46829 members 
Mstep: Class 20 contains 49207 members 
Mstep: Class 22 contains 47377 members 
Mstep: Class 23 contains 50036 members 
Mstep: Class 24 contains 43359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216512.000000 Penalty: 76057.484375
Iteration 257Q: 24 clusters Score -1.112165e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43493 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 44091 members 
Mstep: Class 5 contains 44661 members 
Mstep: Class 6 contains 45371 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43373 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43150 members 
Mstep: Class 15 contains 44041 members 
Mstep: Class 16 contains 25830 members 
Mstep: Class 17 contains 38123 members 
Mstep: Class 18 contains 1610 members 
Mstep: Class 19 contains 46843 members 
Mstep: Class 20 contains 49196 members 
Mstep: Class 22 contains 47383 members 
Mstep: Class 23 contains 50029 members 
Mstep: Class 24 contains 43363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216256.000000 Penalty: 76057.484375
Iteration 258Q: 24 clusters Score -1.112163e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43488 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 44090 members 
Mstep: Class 5 contains 44664 members 
Mstep: Class 6 contains 45372 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43380 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43150 members 
Mstep: Class 15 contains 44011 members 
Mstep: Class 16 contains 25825 members 
Mstep: Class 17 contains 38149 members 
Mstep: Class 18 contains 1611 members 
Mstep: Class 19 contains 46853 members 
Mstep: Class 20 contains 49191 members 
Mstep: Class 22 contains 47386 members 
Mstep: Class 23 contains 50025 members 
Mstep: Class 24 contains 43362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216392.000000 Penalty: 76057.484375
Iteration 259Q: 24 clusters Score -1.112164e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 44088 members 
Mstep: Class 5 contains 44675 members 
Mstep: Class 6 contains 45370 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43369 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 582 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43152 members 
Mstep: Class 15 contains 44008 members 
Mstep: Class 16 contains 25825 members 
Mstep: Class 17 contains 38180 members 
Mstep: Class 18 contains 1611 members 
Mstep: Class 19 contains 46862 members 
Mstep: Class 20 contains 49156 members 
Mstep: Class 22 contains 47391 members 
Mstep: Class 23 contains 50029 members 
Mstep: Class 24 contains 43354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216560.000000 Penalty: 76057.484375
Iteration 260F: 24 clusters Score -1.112166e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43492 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 44078 members 
Mstep: Class 5 contains 44693 members 
Mstep: Class 6 contains 45378 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43371 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43150 members 
Mstep: Class 15 contains 44002 members 
Mstep: Class 16 contains 25821 members 
Mstep: Class 17 contains 38191 members 
Mstep: Class 18 contains 1611 members 
Mstep: Class 19 contains 46862 members 
Mstep: Class 20 contains 49149 members 
Mstep: Class 22 contains 47371 members 
Mstep: Class 23 contains 50032 members 
Mstep: Class 24 contains 43355 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 261Q: 24 clusters Score -1.112167e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43488 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 44063 members 
Mstep: Class 5 contains 44714 members 
Mstep: Class 6 contains 45395 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43377 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43146 members 
Mstep: Class 15 contains 43994 members 
Mstep: Class 16 contains 25818 members 
Mstep: Class 17 contains 38199 members 
Mstep: Class 18 contains 1613 members 
Mstep: Class 19 contains 46867 members 
Mstep: Class 20 contains 49117 members 
Mstep: Class 22 contains 47351 members 
Mstep: Class 23 contains 50056 members 
Mstep: Class 24 contains 43358 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 262Q: 24 clusters Score -1.112168e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43484 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2373 members 
Mstep: Class 4 contains 44049 members 
Mstep: Class 5 contains 44733 members 
Mstep: Class 6 contains 45406 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43383 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43146 members 
Mstep: Class 15 contains 43989 members 
Mstep: Class 16 contains 25814 members 
Mstep: Class 17 contains 38202 members 
Mstep: Class 18 contains 1615 members 
Mstep: Class 19 contains 46867 members 
Mstep: Class 20 contains 49106 members 
Mstep: Class 22 contains 47336 members 
Mstep: Class 23 contains 50080 members 
Mstep: Class 24 contains 43345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216848.000000 Penalty: 76057.484375
Iteration 263Q: 24 clusters Score -1.112168e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2373 members 
Mstep: Class 4 contains 44041 members 
Mstep: Class 5 contains 44739 members 
Mstep: Class 6 contains 45433 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43379 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43131 members 
Mstep: Class 15 contains 43988 members 
Mstep: Class 16 contains 25817 members 
Mstep: Class 17 contains 38210 members 
Mstep: Class 18 contains 1615 members 
Mstep: Class 19 contains 46862 members 
Mstep: Class 20 contains 49076 members 
Mstep: Class 22 contains 47324 members 
Mstep: Class 23 contains 50113 members 
Mstep: Class 24 contains 43351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216896.000000 Penalty: 76057.484375
Iteration 264Q: 24 clusters Score -1.112169e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2373 members 
Mstep: Class 4 contains 44038 members 
Mstep: Class 5 contains 44749 members 
Mstep: Class 6 contains 45442 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43384 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43123 members 
Mstep: Class 15 contains 43981 members 
Mstep: Class 16 contains 25816 members 
Mstep: Class 17 contains 38213 members 
Mstep: Class 18 contains 1615 members 
Mstep: Class 19 contains 46857 members 
Mstep: Class 20 contains 49052 members 
Mstep: Class 22 contains 47316 members 
Mstep: Class 23 contains 50154 members 
Mstep: Class 24 contains 43347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217008.000000 Penalty: 76057.484375
Iteration 265Q: 24 clusters Score -1.11217e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43469 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2373 members 
Mstep: Class 4 contains 44028 members 
Mstep: Class 5 contains 44760 members 
Mstep: Class 6 contains 45449 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43379 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43127 members 
Mstep: Class 15 contains 43974 members 
Mstep: Class 16 contains 25817 members 
Mstep: Class 17 contains 38220 members 
Mstep: Class 18 contains 1615 members 
Mstep: Class 19 contains 46854 members 
Mstep: Class 20 contains 49043 members 
Mstep: Class 22 contains 47313 members 
Mstep: Class 23 contains 50164 members 
Mstep: Class 24 contains 43343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217032.000000 Penalty: 76057.484375
Iteration 266Q: 24 clusters Score -1.11217e+08 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43468 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2373 members 
Mstep: Class 4 contains 44022 members 
Mstep: Class 5 contains 44764 members 
Mstep: Class 6 contains 45464 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43387 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43137 members 
Mstep: Class 15 contains 43975 members 
Mstep: Class 16 contains 25816 members 
Mstep: Class 17 contains 38227 members 
Mstep: Class 18 contains 1615 members 
Mstep: Class 19 contains 46836 members 
Mstep: Class 20 contains 49023 members 
Mstep: Class 22 contains 47316 members 
Mstep: Class 23 contains 50171 members 
Mstep: Class 24 contains 43334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216880.000000 Penalty: 76057.484375
Iteration 267Q: 24 clusters Score -1.112169e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43462 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 44008 members 
Mstep: Class 5 contains 44759 members 
Mstep: Class 6 contains 45462 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43392 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43150 members 
Mstep: Class 15 contains 43978 members 
Mstep: Class 16 contains 25817 members 
Mstep: Class 17 contains 38248 members 
Mstep: Class 18 contains 1614 members 
Mstep: Class 19 contains 46827 members 
Mstep: Class 20 contains 49008 members 
Mstep: Class 22 contains 47319 members 
Mstep: Class 23 contains 50183 members 
Mstep: Class 24 contains 43329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217112.000000 Penalty: 76057.484375
Iteration 268Q: 24 clusters Score -1.112171e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 44005 members 
Mstep: Class 5 contains 44748 members 
Mstep: Class 6 contains 45474 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43396 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43155 members 
Mstep: Class 15 contains 43966 members 
Mstep: Class 16 contains 25817 members 
Mstep: Class 17 contains 38261 members 
Mstep: Class 18 contains 1615 members 
Mstep: Class 19 contains 46810 members 
Mstep: Class 20 contains 49016 members 
Mstep: Class 22 contains 47331 members 
Mstep: Class 23 contains 50177 members 
Mstep: Class 24 contains 43330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217128.000000 Penalty: 76057.484375
Iteration 269Q: 24 clusters Score -1.112171e+08 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 44003 members 
Mstep: Class 5 contains 44739 members 
Mstep: Class 6 contains 45479 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43391 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43155 members 
Mstep: Class 15 contains 43953 members 
Mstep: Class 16 contains 25818 members 
Mstep: Class 17 contains 38280 members 
Mstep: Class 18 contains 1613 members 
Mstep: Class 19 contains 46816 members 
Mstep: Class 20 contains 49018 members 
Mstep: Class 22 contains 47338 members 
Mstep: Class 23 contains 50178 members 
Mstep: Class 24 contains 43326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217112.000000 Penalty: 76057.484375
Iteration 270Q: 24 clusters Score -1.112171e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43452 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 44003 members 
Mstep: Class 5 contains 44729 members 
Mstep: Class 6 contains 45477 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43385 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43160 members 
Mstep: Class 15 contains 43949 members 
Mstep: Class 16 contains 25818 members 
Mstep: Class 17 contains 38291 members 
Mstep: Class 18 contains 1613 members 
Mstep: Class 19 contains 46820 members 
Mstep: Class 20 contains 49014 members 
Mstep: Class 22 contains 47338 members 
Mstep: Class 23 contains 50185 members 
Mstep: Class 24 contains 43322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216976.000000 Penalty: 76057.484375
Iteration 271Q: 24 clusters Score -1.11217e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 43996 members 
Mstep: Class 5 contains 44731 members 
Mstep: Class 6 contains 45468 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43399 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43168 members 
Mstep: Class 15 contains 43950 members 
Mstep: Class 16 contains 25817 members 
Mstep: Class 17 contains 38321 members 
Mstep: Class 18 contains 1613 members 
Mstep: Class 19 contains 46816 members 
Mstep: Class 20 contains 48996 members 
Mstep: Class 22 contains 47341 members 
Mstep: Class 23 contains 50173 members 
Mstep: Class 24 contains 43325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217088.000000 Penalty: 76057.484375
Iteration 272Q: 24 clusters Score -1.112171e+08 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43438 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 43979 members 
Mstep: Class 5 contains 44733 members 
Mstep: Class 6 contains 45469 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43405 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43179 members 
Mstep: Class 15 contains 43957 members 
Mstep: Class 16 contains 25818 members 
Mstep: Class 17 contains 38338 members 
Mstep: Class 18 contains 1613 members 
Mstep: Class 19 contains 46811 members 
Mstep: Class 20 contains 48971 members 
Mstep: Class 22 contains 47339 members 
Mstep: Class 23 contains 50171 members 
Mstep: Class 24 contains 43335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217016.000000 Penalty: 76057.484375
Iteration 273Q: 24 clusters Score -1.11217e+08 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 43974 members 
Mstep: Class 5 contains 44747 members 
Mstep: Class 6 contains 45463 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43420 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43183 members 
Mstep: Class 15 contains 43960 members 
Mstep: Class 16 contains 25815 members 
Mstep: Class 17 contains 38344 members 
Mstep: Class 18 contains 1614 members 
Mstep: Class 19 contains 46812 members 
Mstep: Class 20 contains 48969 members 
Mstep: Class 22 contains 47319 members 
Mstep: Class 23 contains 50179 members 
Mstep: Class 24 contains 43324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217040.000000 Penalty: 76057.484375
Iteration 274Q: 24 clusters Score -1.11217e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43430 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 43967 members 
Mstep: Class 5 contains 44751 members 
Mstep: Class 6 contains 45460 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43439 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43185 members 
Mstep: Class 15 contains 43965 members 
Mstep: Class 16 contains 25813 members 
Mstep: Class 17 contains 38355 members 
Mstep: Class 18 contains 1616 members 
Mstep: Class 19 contains 46800 members 
Mstep: Class 20 contains 48955 members 
Mstep: Class 22 contains 47310 members 
Mstep: Class 23 contains 50194 members 
Mstep: Class 24 contains 43316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217048.000000 Penalty: 76057.484375
Iteration 275Q: 24 clusters Score -1.11217e+08 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 43961 members 
Mstep: Class 5 contains 44748 members 
Mstep: Class 6 contains 45456 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43443 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43190 members 
Mstep: Class 15 contains 43979 members 
Mstep: Class 16 contains 25813 members 
Mstep: Class 17 contains 38375 members 
Mstep: Class 18 contains 1613 members 
Mstep: Class 19 contains 46800 members 
Mstep: Class 20 contains 48944 members 
Mstep: Class 22 contains 47302 members 
Mstep: Class 23 contains 50194 members 
Mstep: Class 24 contains 43315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217056.000000 Penalty: 76057.484375
Iteration 276Q: 24 clusters Score -1.112171e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 43957 members 
Mstep: Class 5 contains 44742 members 
Mstep: Class 6 contains 45448 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43454 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43198 members 
Mstep: Class 15 contains 44001 members 
Mstep: Class 16 contains 25812 members 
Mstep: Class 17 contains 38416 members 
Mstep: Class 18 contains 1615 members 
Mstep: Class 19 contains 46788 members 
Mstep: Class 20 contains 48921 members 
Mstep: Class 22 contains 47285 members 
Mstep: Class 23 contains 50185 members 
Mstep: Class 24 contains 43317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216968.000000 Penalty: 76057.484375
Iteration 277Q: 24 clusters Score -1.11217e+08 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 43941 members 
Mstep: Class 5 contains 44735 members 
Mstep: Class 6 contains 45435 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43450 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43198 members 
Mstep: Class 15 contains 44009 members 
Mstep: Class 16 contains 25812 members 
Mstep: Class 17 contains 38441 members 
Mstep: Class 18 contains 1613 members 
Mstep: Class 19 contains 46793 members 
Mstep: Class 20 contains 48920 members 
Mstep: Class 22 contains 47285 members 
Mstep: Class 23 contains 50190 members 
Mstep: Class 24 contains 43319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217016.000000 Penalty: 76057.484375
Iteration 278Q: 24 clusters Score -1.11217e+08 nChanged 431
Entering ConstructFrom: 
Score: -111217016.000000 Penalty: 76057.484375
Entering ConstructFrom: 
Trying to split cluster 1 (43400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43400 members 
Entering Unmasked Estep 
Score: -7945466.500000 Penalty: 2648.197266
	Iteration 0F: 2 clusters Score -7945466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 21898 members 
Entering Unmasked Estep 
Score: -7916764.500000 Penalty: 5296.394531
	Iteration 0F: 3 clusters Score -7916764 nChanged 19866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -7927696.500000 Penalty: 5296.394531
	Iteration 1F: 3 clusters Score -7927696 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -7928305.000000 Penalty: 5296.394531
	Iteration 2Q: 3 clusters Score -7928305 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -7929023.000000 Penalty: 5296.394531
	Iteration 3Q: 3 clusters Score -7929023 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -7930090.500000 Penalty: 5296.394531
	Iteration 4F: 3 clusters Score -7930090 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -7931854.500000 Penalty: 5296.394531
	Iteration 5F: 3 clusters Score -7931854 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 34167 members 
Entering Unmasked Estep 
Score: -7934633.000000 Penalty: 5296.394531
	Iteration 6F: 3 clusters Score -7934633 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 37752 members 
Entering Unmasked Estep 
Score: -7938084.000000 Penalty: 5296.394531
	Iteration 7F: 3 clusters Score -7938084 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -7941012.000000 Penalty: 5296.394531
	Iteration 8F: 3 clusters Score -7941012 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 42199 members 
Entering Unmasked Estep 
Score: -7942427.000000 Penalty: 5296.394531
	Iteration 9Q: 3 clusters Score -7942427 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -7942863.500000 Penalty: 5296.394531
	Iteration 10Q: 3 clusters Score -7942864 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 42983 members 
Entering Unmasked Estep 
Score: -7943051.000000 Penalty: 5296.394531
	Iteration 11Q: 3 clusters Score -7943051 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 43033 members 
Entering Unmasked Estep 
Score: -7943146.000000 Penalty: 5296.394531
	Iteration 12Q: 3 clusters Score -7943146 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 43052 members 
Entering Unmasked Estep 
Score: -7943208.500000 Penalty: 5296.394531
	Iteration 13Q: 3 clusters Score -7943208 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 43063 members 
Entering Unmasked Estep 
Score: -7943239.500000 Penalty: 5296.394531
	Iteration 14Q: 3 clusters Score -7943240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -7943272.500000 Penalty: 5296.394531
	Iteration 15Q: 3 clusters Score -7943272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 43074 members 
Entering Unmasked Estep 
Score: -7943289.500000 Penalty: 5296.394531
	Iteration 16Q: 3 clusters Score -7943290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -7943307.000000 Penalty: 5296.394531
	Iteration 17Q: 3 clusters Score -7943307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 43081 members 
Entering Unmasked Estep 
Score: -7943315.000000 Penalty: 5296.394531
	Iteration 18Q: 3 clusters Score -7943315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 43081 members 
Entering Unmasked Estep 
Score: -7943326.500000 Penalty: 5296.394531
	Iteration 19Q: 3 clusters Score -7943326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -7943331.500000 Penalty: 5296.394531
	Iteration 20F: 3 clusters Score -7943332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 43082 members 
Entering Unmasked Estep 
Score: -7943343.000000 Penalty: 5296.394531
	Iteration 21Q: 3 clusters Score -7943343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 43085 members 
Entering Unmasked Estep 
Score: -7943338.000000 Penalty: 5296.394531
	Iteration 22Q: 3 clusters Score -7943338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
Score: -7943344.000000 Penalty: 5296.394531
	Iteration 23Q: 3 clusters Score -7943344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 43086 members 
Entering Unmasked Estep 
Score: -7943350.500000 Penalty: 5296.394531
	Iteration 24Q: 3 clusters Score -7943350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 43087 members 
Entering Unmasked Estep 
Score: -7943358.000000 Penalty: 5296.394531
	Iteration 25Q: 3 clusters Score -7943358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 43089 members 
Entering Unmasked Estep 
Score: -7943363.500000 Penalty: 5296.394531
	Iteration 26Q: 3 clusters Score -7943364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 43090 members 
Entering Unmasked Estep 
Score: -7943363.500000 Penalty: 5296.394531
	Iteration 27Q: 3 clusters Score -7943364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 43093 members 
Entering Unmasked Estep 
Score: -7943374.500000 Penalty: 5296.394531
	Iteration 28Q: 3 clusters Score -7943374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 43093 members 
Entering Unmasked Estep 
Score: -7943374.500000 Penalty: 5296.394531
	Iteration 29F: 3 clusters Score -7943374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -28538.332031 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -28538.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -27319.923828 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -27319.92 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -27526.597656 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -27526.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -27630.904297 Penalty: 2933.097656
	Iteration 2F: 3 clusters Score -27630.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -27671.445312 Penalty: 2933.097656
	Iteration 3Q: 3 clusters Score -27671.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -27712.396484 Penalty: 2933.097656
	Iteration 4Q: 3 clusters Score -27712.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -27726.367188 Penalty: 2933.097656
	Iteration 5Q: 3 clusters Score -27726.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -27734.248047 Penalty: 2933.097656
	Iteration 6Q: 3 clusters Score -27734.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -27741.853516 Penalty: 2933.097656
	Iteration 7Q: 3 clusters Score -27741.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -27745.968750 Penalty: 2933.097656
	Iteration 8Q: 3 clusters Score -27745.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -27748.470703 Penalty: 2933.097656
	Iteration 9Q: 3 clusters Score -27748.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27767.607422 Penalty: 2933.097656
	Iteration 10Q: 3 clusters Score -27767.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -27787.224609 Penalty: 2933.097656
	Iteration 11Q: 3 clusters Score -27787.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -27789.726562 Penalty: 2933.097656
	Iteration 12Q: 3 clusters Score -27789.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -27789.726562 Penalty: 2933.097656
	Iteration 13F: 3 clusters Score -27789.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Entering Unmasked Estep 
Score: -404364.156250 Penalty: 1927.329224
	Iteration 0F: 2 clusters Score -404364.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -401522.843750 Penalty: 3854.658447
	Iteration 0F: 3 clusters Score -401522.8 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -402131.843750 Penalty: 3854.658447
	Iteration 1F: 3 clusters Score -402131.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -402292.843750 Penalty: 3854.658447
	Iteration 2F: 3 clusters Score -402292.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -402394.343750 Penalty: 3854.658447
	Iteration 3Q: 3 clusters Score -402394.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -402461.937500 Penalty: 3854.658447
	Iteration 4Q: 3 clusters Score -402461.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -402541.562500 Penalty: 3854.658447
	Iteration 5Q: 3 clusters Score -402541.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -402660.781250 Penalty: 3854.658447
	Iteration 6Q: 3 clusters Score -402660.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -402792.625000 Penalty: 3854.658447
	Iteration 7Q: 3 clusters Score -402792.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -402903.906250 Penalty: 3854.658447
	Iteration 8Q: 3 clusters Score -402903.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -403008.562500 Penalty: 3854.658447
	Iteration 9Q: 3 clusters Score -403008.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -403119.312500 Penalty: 3854.658447
	Iteration 10Q: 3 clusters Score -403119.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -403213.375000 Penalty: 3854.658447
	Iteration 11Q: 3 clusters Score -403213.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -403292.125000 Penalty: 3854.658447
	Iteration 12Q: 3 clusters Score -403292.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -403346.937500 Penalty: 3854.658447
	Iteration 13Q: 3 clusters Score -403346.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -403381.218750 Penalty: 3854.658447
	Iteration 14Q: 3 clusters Score -403381.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -403410.656250 Penalty: 3854.658447
	Iteration 15Q: 3 clusters Score -403410.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -403429.406250 Penalty: 3854.658447
	Iteration 16Q: 3 clusters Score -403429.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -403452.312500 Penalty: 3854.658447
	Iteration 17Q: 3 clusters Score -403452.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -403481.250000 Penalty: 3854.658447
	Iteration 18Q: 3 clusters Score -403481.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -403500.937500 Penalty: 3854.658447
	Iteration 19Q: 3 clusters Score -403500.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -403516.750000 Penalty: 3854.658447
	Iteration 20F: 3 clusters Score -403516.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -403535.906250 Penalty: 3854.658447
	Iteration 21Q: 3 clusters Score -403535.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -403558.906250 Penalty: 3854.658447
	Iteration 22Q: 3 clusters Score -403558.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -403588.687500 Penalty: 3854.658447
	Iteration 23Q: 3 clusters Score -403588.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -403615.125000 Penalty: 3854.658447
	Iteration 24Q: 3 clusters Score -403615.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -403636.750000 Penalty: 3854.658447
	Iteration 25Q: 3 clusters Score -403636.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -403675.093750 Penalty: 3854.658447
	Iteration 26Q: 3 clusters Score -403675.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -403726.687500 Penalty: 3854.658447
	Iteration 27Q: 3 clusters Score -403726.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -403772.750000 Penalty: 3854.658447
	Iteration 28Q: 3 clusters Score -403772.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -403802.500000 Penalty: 3854.658447
	Iteration 29Q: 3 clusters Score -403802.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -403825.843750 Penalty: 3854.658447
	Iteration 30Q: 3 clusters Score -403825.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -403837.906250 Penalty: 3854.658447
	Iteration 31Q: 3 clusters Score -403837.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -403845.125000 Penalty: 3854.658447
	Iteration 32Q: 3 clusters Score -403845.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -403850.812500 Penalty: 3854.658447
	Iteration 33Q: 3 clusters Score -403850.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -403851.156250 Penalty: 3854.658447
	Iteration 34Q: 3 clusters Score -403851.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -403852.906250 Penalty: 3854.658447
	Iteration 35Q: 3 clusters Score -403852.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -403856.937500 Penalty: 3854.658447
	Iteration 36Q: 3 clusters Score -403856.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -403859.781250 Penalty: 3854.658447
	Iteration 37Q: 3 clusters Score -403859.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -403866.968750 Penalty: 3854.658447
	Iteration 38Q: 3 clusters Score -403867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -403869.062500 Penalty: 3854.658447
	Iteration 39Q: 3 clusters Score -403869.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -403869.718750 Penalty: 3854.658447
	Iteration 40F: 3 clusters Score -403869.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Entering Unmasked Estep 
Score: -8037415.000000 Penalty: 2651.230225
	Iteration 0F: 2 clusters Score -8037415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -8008410.500000 Penalty: 5302.460449
	Iteration 0F: 3 clusters Score -8008410 nChanged 20164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -8019327.500000 Penalty: 5302.460449
	Iteration 1F: 3 clusters Score -8019328 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -8019799.500000 Penalty: 5302.460449
	Iteration 2Q: 3 clusters Score -8019800 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -8020206.000000 Penalty: 5302.460449
	Iteration 3Q: 3 clusters Score -8020206 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24530 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -8020774.000000 Penalty: 5302.460449
	Iteration 4Q: 3 clusters Score -8020774 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -8021546.500000 Penalty: 5302.460449
	Iteration 5Q: 3 clusters Score -8021546 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -8022627.500000 Penalty: 5302.460449
	Iteration 6Q: 3 clusters Score -8022628 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -8024065.000000 Penalty: 5302.460449
	Iteration 7F: 3 clusters Score -8024065 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -8025823.000000 Penalty: 5302.460449
	Iteration 8F: 3 clusters Score -8025823 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -8027796.000000 Penalty: 5302.460449
	Iteration 9F: 3 clusters Score -8027796 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -8029667.500000 Penalty: 5302.460449
	Iteration 10F: 3 clusters Score -8029668 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -8031174.500000 Penalty: 5302.460449
	Iteration 11Q: 3 clusters Score -8031174 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -8032365.500000 Penalty: 5302.460449
	Iteration 12Q: 3 clusters Score -8032366 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -8033157.000000 Penalty: 5302.460449
	Iteration 13Q: 3 clusters Score -8033157 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -8033739.500000 Penalty: 5302.460449
	Iteration 14Q: 3 clusters Score -8033740 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41513 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -8034157.500000 Penalty: 5302.460449
	Iteration 15Q: 3 clusters Score -8034158 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41975 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -8034431.000000 Penalty: 5302.460449
	Iteration 16Q: 3 clusters Score -8034431 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42342 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -8034625.500000 Penalty: 5302.460449
	Iteration 17Q: 3 clusters Score -8034626 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42636 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -8034831.000000 Penalty: 5302.460449
	Iteration 18Q: 3 clusters Score -8034831 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -8034969.000000 Penalty: 5302.460449
	Iteration 19Q: 3 clusters Score -8034969 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43002 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -8035066.000000 Penalty: 5302.460449
	Iteration 20F: 3 clusters Score -8035066 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -8035101.000000 Penalty: 5302.460449
	Iteration 21Q: 3 clusters Score -8035101 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8035138.000000 Penalty: 5302.460449
	Iteration 22Q: 3 clusters Score -8035138 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -8035165.500000 Penalty: 5302.460449
	Iteration 23Q: 3 clusters Score -8035166 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43247 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8035170.500000 Penalty: 5302.460449
	Iteration 24Q: 3 clusters Score -8035170 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -8035192.000000 Penalty: 5302.460449
	Iteration 25Q: 3 clusters Score -8035192 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43306 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -8035212.000000 Penalty: 5302.460449
	Iteration 26Q: 3 clusters Score -8035212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43326 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -8035222.000000 Penalty: 5302.460449
	Iteration 27Q: 3 clusters Score -8035222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43342 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -8035220.500000 Penalty: 5302.460449
	Iteration 28Q: 3 clusters Score -8035220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43360 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -8035233.000000 Penalty: 5302.460449
	Iteration 29Q: 3 clusters Score -8035233 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43369 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -8035248.500000 Penalty: 5302.460449
	Iteration 30Q: 3 clusters Score -8035248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43375 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -8035248.500000 Penalty: 5302.460449
	Iteration 31Q: 3 clusters Score -8035248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43388 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8035259.500000 Penalty: 5302.460449
	Iteration 32Q: 3 clusters Score -8035260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43393 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8035265.500000 Penalty: 5302.460449
	Iteration 33Q: 3 clusters Score -8035266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43399 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -8035275.000000 Penalty: 5302.460449
	Iteration 34Q: 3 clusters Score -8035275 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43400 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -8035280.500000 Penalty: 5302.460449
	Iteration 35Q: 3 clusters Score -8035280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43401 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -8035283.500000 Penalty: 5302.460449
	Iteration 36Q: 3 clusters Score -8035284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43400 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -8035281.000000 Penalty: 5302.460449
	Iteration 37Q: 3 clusters Score -8035281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -8035281.000000 Penalty: 5302.460449
	Iteration 38Q: 3 clusters Score -8035281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43407 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -8035294.000000 Penalty: 5302.460449
	Iteration 39Q: 3 clusters Score -8035294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -8035289.000000 Penalty: 5302.460449
	Iteration 40F: 3 clusters Score -8035289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8035290.500000 Penalty: 5302.460449
	Iteration 41Q: 3 clusters Score -8035290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43410 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -8035292.000000 Penalty: 5302.460449
	Iteration 42Q: 3 clusters Score -8035292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43410 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -8035292.000000 Penalty: 5302.460449
	Iteration 43F: 3 clusters Score -8035292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44730 members 
Entering Unmasked Estep 
Score: -8211860.500000 Penalty: 2655.683105
	Iteration 0F: 2 clusters Score -8211860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -8183272.500000 Penalty: 5311.366211
	Iteration 0F: 3 clusters Score -8183272 nChanged 20442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -8194359.500000 Penalty: 5311.366211
	Iteration 1F: 3 clusters Score -8194360 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -8194868.500000 Penalty: 5311.366211
	Iteration 2Q: 3 clusters Score -8194868 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -8195236.000000 Penalty: 5311.366211
	Iteration 3Q: 3 clusters Score -8195236 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -8195673.000000 Penalty: 5311.366211
	Iteration 4Q: 3 clusters Score -8195673 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -8196261.000000 Penalty: 5311.366211
	Iteration 5Q: 3 clusters Score -8196261 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -8197210.000000 Penalty: 5311.366211
	Iteration 6Q: 3 clusters Score -8197210 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -8198748.500000 Penalty: 5311.366211
	Iteration 7F: 3 clusters Score -8198748 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -8201194.500000 Penalty: 5311.366211
	Iteration 8F: 3 clusters Score -8201194 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 37713 members 
Entering Unmasked Estep 
Score: -8204280.000000 Penalty: 5311.366211
	Iteration 9F: 3 clusters Score -8204280 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -8206944.000000 Penalty: 5311.366211
	Iteration 10F: 3 clusters Score -8206944 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 42851 members 
Entering Unmasked Estep 
Score: -8208553.500000 Penalty: 5311.366211
	Iteration 11Q: 3 clusters Score -8208554 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 43821 members 
Entering Unmasked Estep 
Score: -8209165.500000 Penalty: 5311.366211
	Iteration 12Q: 3 clusters Score -8209166 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -8209400.500000 Penalty: 5311.366211
	Iteration 13Q: 3 clusters Score -8209400 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 44340 members 
Entering Unmasked Estep 
Score: -8209511.000000 Penalty: 5311.366211
	Iteration 14Q: 3 clusters Score -8209511 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -8209553.500000 Penalty: 5311.366211
	Iteration 15Q: 3 clusters Score -8209554 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 44388 members 
Entering Unmasked Estep 
Score: -8209582.000000 Penalty: 5311.366211
	Iteration 16Q: 3 clusters Score -8209582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 44400 members 
Entering Unmasked Estep 
Score: -8209596.500000 Penalty: 5311.366211
	Iteration 17Q: 3 clusters Score -8209596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 44401 members 
Entering Unmasked Estep 
Score: -8209616.000000 Penalty: 5311.366211
	Iteration 18Q: 3 clusters Score -8209616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -8209626.000000 Penalty: 5311.366211
	Iteration 19Q: 3 clusters Score -8209626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -8209625.000000 Penalty: 5311.366211
	Iteration 20F: 3 clusters Score -8209625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 44412 members 
Entering Unmasked Estep 
Score: -8209628.500000 Penalty: 5311.366211
	Iteration 21Q: 3 clusters Score -8209628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -8209638.000000 Penalty: 5311.366211
	Iteration 22Q: 3 clusters Score -8209638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -8209634.000000 Penalty: 5311.366211
	Iteration 23Q: 3 clusters Score -8209634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -8209638.000000 Penalty: 5311.366211
	Iteration 24Q: 3 clusters Score -8209638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -8209641.500000 Penalty: 5311.366211
	Iteration 25Q: 3 clusters Score -8209642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 44420 members 
Entering Unmasked Estep 
Score: -8209643.500000 Penalty: 5311.366211
	Iteration 26Q: 3 clusters Score -8209644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 44422 members 
Entering Unmasked Estep 
Score: -8209643.000000 Penalty: 5311.366211
	Iteration 27Q: 3 clusters Score -8209643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 44423 members 
Entering Unmasked Estep 
Score: -8209646.000000 Penalty: 5311.366211
	Iteration 28Q: 3 clusters Score -8209646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 44422 members 
Entering Unmasked Estep 
Score: -8209648.500000 Penalty: 5311.366211
	Iteration 29Q: 3 clusters Score -8209648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 44421 members 
Entering Unmasked Estep 
Score: -8209650.000000 Penalty: 5311.366211
	Iteration 30Q: 3 clusters Score -8209650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 44421 members 
Entering Unmasked Estep 
Score: -8209645.500000 Penalty: 5311.366211
	Iteration 31Q: 3 clusters Score -8209646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 44423 members 
Entering Unmasked Estep 
Score: -8209646.000000 Penalty: 5311.366211
	Iteration 32Q: 3 clusters Score -8209646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 44425 members 
Entering Unmasked Estep 
Score: -8209656.500000 Penalty: 5311.366211
	Iteration 33Q: 3 clusters Score -8209656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 44425 members 
Entering Unmasked Estep 
Score: -8209652.500000 Penalty: 5311.366211
	Iteration 34Q: 3 clusters Score -8209652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 44425 members 
Entering Unmasked Estep 
Score: -8209652.500000 Penalty: 5311.366211
	Iteration 35F: 3 clusters Score -8209652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45429 members 
Entering Unmasked Estep 
Score: -8256718.000000 Penalty: 2659.528564
	Iteration 0F: 2 clusters Score -8256718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -8226613.500000 Penalty: 5319.057129
	Iteration 0F: 3 clusters Score -8226614 nChanged 20891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -8238182.000000 Penalty: 5319.057129
	Iteration 1F: 3 clusters Score -8238182 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -8238720.000000 Penalty: 5319.057129
	Iteration 2Q: 3 clusters Score -8238720 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -8239402.500000 Penalty: 5319.057129
	Iteration 3Q: 3 clusters Score -8239402 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -8240247.500000 Penalty: 5319.057129
	Iteration 4Q: 3 clusters Score -8240248 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 20932 members 
Entering Unmasked Estep 
Score: -8241332.000000 Penalty: 5319.057129
	Iteration 5Q: 3 clusters Score -8241332 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -8242697.500000 Penalty: 5319.057129
	Iteration 6F: 3 clusters Score -8242698 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -8244465.500000 Penalty: 5319.057129
	Iteration 7F: 3 clusters Score -8244466 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -8246394.000000 Penalty: 5319.057129
	Iteration 8F: 3 clusters Score -8246394 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28074 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -8248102.500000 Penalty: 5319.057129
	Iteration 9F: 3 clusters Score -8248102 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28700 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -8249135.000000 Penalty: 5319.057129
	Iteration 10Q: 3 clusters Score -8249135 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -8249610.000000 Penalty: 5319.057129
	Iteration 11Q: 3 clusters Score -8249610 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -8249943.500000 Penalty: 5319.057129
	Iteration 12Q: 3 clusters Score -8249944 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30389 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -8250250.000000 Penalty: 5319.057129
	Iteration 13Q: 3 clusters Score -8250250 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30981 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -8250468.000000 Penalty: 5319.057129
	Iteration 14Q: 3 clusters Score -8250468 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -8250751.500000 Penalty: 5319.057129
	Iteration 15Q: 3 clusters Score -8250752 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32324 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -8251099.500000 Penalty: 5319.057129
	Iteration 16Q: 3 clusters Score -8251100 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -8251468.000000 Penalty: 5319.057129
	Iteration 17Q: 3 clusters Score -8251468 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -8251837.000000 Penalty: 5319.057129
	Iteration 18Q: 3 clusters Score -8251837 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -8252186.000000 Penalty: 5319.057129
	Iteration 19Q: 3 clusters Score -8252186 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -8252441.500000 Penalty: 5319.057129
	Iteration 20F: 3 clusters Score -8252442 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -8252745.000000 Penalty: 5319.057129
	Iteration 21Q: 3 clusters Score -8252745 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36065 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -8253038.500000 Penalty: 5319.057129
	Iteration 22Q: 3 clusters Score -8253038 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36541 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -8253211.000000 Penalty: 5319.057129
	Iteration 23Q: 3 clusters Score -8253211 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -8253408.000000 Penalty: 5319.057129
	Iteration 24Q: 3 clusters Score -8253408 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37450 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -8253571.500000 Penalty: 5319.057129
	Iteration 25Q: 3 clusters Score -8253572 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -8253746.500000 Penalty: 5319.057129
	Iteration 26Q: 3 clusters Score -8253746 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -8253820.500000 Penalty: 5319.057129
	Iteration 27Q: 3 clusters Score -8253820 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -8253910.500000 Penalty: 5319.057129
	Iteration 28Q: 3 clusters Score -8253910 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -8253979.500000 Penalty: 5319.057129
	Iteration 29Q: 3 clusters Score -8253980 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -8254054.000000 Penalty: 5319.057129
	Iteration 30Q: 3 clusters Score -8254054 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39443 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -8254157.500000 Penalty: 5319.057129
	Iteration 31Q: 3 clusters Score -8254158 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -8254208.000000 Penalty: 5319.057129
	Iteration 32Q: 3 clusters Score -8254208 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -8254268.000000 Penalty: 5319.057129
	Iteration 33Q: 3 clusters Score -8254268 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -8254331.000000 Penalty: 5319.057129
	Iteration 34Q: 3 clusters Score -8254331 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -8254391.000000 Penalty: 5319.057129
	Iteration 35Q: 3 clusters Score -8254391 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40636 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -8254443.000000 Penalty: 5319.057129
	Iteration 36Q: 3 clusters Score -8254443 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40871 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -8254512.000000 Penalty: 5319.057129
	Iteration 37Q: 3 clusters Score -8254512 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -8254603.000000 Penalty: 5319.057129
	Iteration 38Q: 3 clusters Score -8254603 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41286 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -8254644.000000 Penalty: 5319.057129
	Iteration 39Q: 3 clusters Score -8254644 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -8254691.500000 Penalty: 5319.057129
	Iteration 40F: 3 clusters Score -8254692 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -8254719.000000 Penalty: 5319.057129
	Iteration 41Q: 3 clusters Score -8254719 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -8254713.500000 Penalty: 5319.057129
	Iteration 42Q: 3 clusters Score -8254714 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -8254773.000000 Penalty: 5319.057129
	Iteration 43Q: 3 clusters Score -8254773 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -8254779.500000 Penalty: 5319.057129
	Iteration 44Q: 3 clusters Score -8254780 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -8254791.000000 Penalty: 5319.057129
	Iteration 45Q: 3 clusters Score -8254791 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42373 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -8254788.500000 Penalty: 5319.057129
	Iteration 46Q: 3 clusters Score -8254788 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42488 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -8254821.500000 Penalty: 5319.057129
	Iteration 47Q: 3 clusters Score -8254822 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -8254843.500000 Penalty: 5319.057129
	Iteration 48Q: 3 clusters Score -8254844 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42689 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -8254867.000000 Penalty: 5319.057129
	Iteration 49Q: 3 clusters Score -8254867 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -8254880.500000 Penalty: 5319.057129
	Iteration 50Q: 3 clusters Score -8254880 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42837 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -8254888.000000 Penalty: 5319.057129
	Iteration 51Q: 3 clusters Score -8254888 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42899 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -8254884.000000 Penalty: 5319.057129
	Iteration 52Q: 3 clusters Score -8254884 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -8254890.000000 Penalty: 5319.057129
	Iteration 53Q: 3 clusters Score -8254890 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43032 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -8254897.500000 Penalty: 5319.057129
	Iteration 54Q: 3 clusters Score -8254898 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43079 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -8254894.500000 Penalty: 5319.057129
	Iteration 55Q: 3 clusters Score -8254894 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43122 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -8254896.000000 Penalty: 5319.057129
	Iteration 56Q: 3 clusters Score -8254896 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -8254900.000000 Penalty: 5319.057129
	Iteration 57Q: 3 clusters Score -8254900 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43181 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -8254910.500000 Penalty: 5319.057129
	Iteration 58Q: 3 clusters Score -8254910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43199 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -8254902.500000 Penalty: 5319.057129
	Iteration 59Q: 3 clusters Score -8254902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43217 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -8254896.500000 Penalty: 5319.057129
	Iteration 60F: 3 clusters Score -8254896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43230 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -8254892.000000 Penalty: 5319.057129
	Iteration 61Q: 3 clusters Score -8254892 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43246 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -8254879.000000 Penalty: 5319.057129
	Iteration 62Q: 3 clusters Score -8254879 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43262 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -8254890.500000 Penalty: 5319.057129
	Iteration 63Q: 3 clusters Score -8254890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43274 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -8254884.000000 Penalty: 5319.057129
	Iteration 64Q: 3 clusters Score -8254884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43293 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -8254880.500000 Penalty: 5319.057129
	Iteration 65Q: 3 clusters Score -8254880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43311 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -8254875.500000 Penalty: 5319.057129
	Iteration 66Q: 3 clusters Score -8254876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -8254881.000000 Penalty: 5319.057129
	Iteration 67Q: 3 clusters Score -8254881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43334 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -8254878.000000 Penalty: 5319.057129
	Iteration 68Q: 3 clusters Score -8254878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43353 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -8254880.500000 Penalty: 5319.057129
	Iteration 69Q: 3 clusters Score -8254880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -8254876.500000 Penalty: 5319.057129
	Iteration 70Q: 3 clusters Score -8254876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43384 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -8254888.000000 Penalty: 5319.057129
	Iteration 71Q: 3 clusters Score -8254888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43403 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -8254898.000000 Penalty: 5319.057129
	Iteration 72Q: 3 clusters Score -8254898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -8254886.500000 Penalty: 5319.057129
	Iteration 73Q: 3 clusters Score -8254886 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -8254893.000000 Penalty: 5319.057129
	Iteration 74Q: 3 clusters Score -8254893 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -8254889.500000 Penalty: 5319.057129
	Iteration 75Q: 3 clusters Score -8254890 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43496 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -8254878.000000 Penalty: 5319.057129
	Iteration 76Q: 3 clusters Score -8254878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43517 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -8254878.500000 Penalty: 5319.057129
	Iteration 77Q: 3 clusters Score -8254878 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43545 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -8254877.000000 Penalty: 5319.057129
	Iteration 78Q: 3 clusters Score -8254877 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43574 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -8254884.500000 Penalty: 5319.057129
	Iteration 79Q: 3 clusters Score -8254884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43599 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -8254881.000000 Penalty: 5319.057129
	Iteration 80F: 3 clusters Score -8254881 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -8254879.500000 Penalty: 5319.057129
	Iteration 81Q: 3 clusters Score -8254880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43637 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -8254871.500000 Penalty: 5319.057129
	Iteration 82Q: 3 clusters Score -8254872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43654 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -8254867.000000 Penalty: 5319.057129
	Iteration 83Q: 3 clusters Score -8254867 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -8254872.500000 Penalty: 5319.057129
	Iteration 84Q: 3 clusters Score -8254872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -8254860.000000 Penalty: 5319.057129
	Iteration 85Q: 3 clusters Score -8254860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -8254852.500000 Penalty: 5319.057129
	Iteration 86Q: 3 clusters Score -8254852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43700 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -8254854.000000 Penalty: 5319.057129
	Iteration 87Q: 3 clusters Score -8254854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -8254853.500000 Penalty: 5319.057129
	Iteration 88Q: 3 clusters Score -8254854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -8254851.000000 Penalty: 5319.057129
	Iteration 89Q: 3 clusters Score -8254851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -8254847.000000 Penalty: 5319.057129
	Iteration 90Q: 3 clusters Score -8254847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43728 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -8254849.000000 Penalty: 5319.057129
	Iteration 91Q: 3 clusters Score -8254849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43731 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -8254855.500000 Penalty: 5319.057129
	Iteration 92Q: 3 clusters Score -8254856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43736 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -8254848.000000 Penalty: 5319.057129
	Iteration 93Q: 3 clusters Score -8254848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43739 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -8254851.000000 Penalty: 5319.057129
	Iteration 94Q: 3 clusters Score -8254851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43743 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -8254847.000000 Penalty: 5319.057129
	Iteration 95Q: 3 clusters Score -8254847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -8254842.000000 Penalty: 5319.057129
	Iteration 96Q: 3 clusters Score -8254842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43752 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -8254840.000000 Penalty: 5319.057129
	Iteration 97Q: 3 clusters Score -8254840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43759 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -8254855.000000 Penalty: 5319.057129
	Iteration 98Q: 3 clusters Score -8254855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43765 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -8254855.000000 Penalty: 5319.057129
	Iteration 99Q: 3 clusters Score -8254855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -8254853.500000 Penalty: 5319.057129
	Iteration 100F: 3 clusters Score -8254854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -71848.289062 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -71848.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -70262.906250 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -70262.91 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -70740.257812 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -70740.26 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -70977.703125 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -70977.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -71098.148438 Penalty: 3216.379150
	Iteration 3F: 3 clusters Score -71098.15 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -71210.781250 Penalty: 3216.379150
	Iteration 4Q: 3 clusters Score -71210.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -71294.445312 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -71294.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -71353.812500 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -71353.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -71391.296875 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -71391.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -71435.617188 Penalty: 3216.379150
	Iteration 8Q: 3 clusters Score -71435.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -71471.914062 Penalty: 3216.379150
	Iteration 9Q: 3 clusters Score -71471.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -71536.812500 Penalty: 3216.379150
	Iteration 10Q: 3 clusters Score -71536.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -71606.585938 Penalty: 3216.379150
	Iteration 11Q: 3 clusters Score -71606.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -71642.062500 Penalty: 3216.379150
	Iteration 12Q: 3 clusters Score -71642.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -71665.312500 Penalty: 3216.379150
	Iteration 13Q: 3 clusters Score -71665.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -71701.789062 Penalty: 3216.379150
	Iteration 14Q: 3 clusters Score -71701.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -71719.617188 Penalty: 3216.379150
	Iteration 15Q: 3 clusters Score -71719.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -71729.695312 Penalty: 3216.379150
	Iteration 16Q: 3 clusters Score -71729.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -71733.539062 Penalty: 3216.379150
	Iteration 17F: 3 clusters Score -71733.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -71742.640625 Penalty: 3216.379150
	Iteration 18Q: 3 clusters Score -71742.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -71746.898438 Penalty: 3216.379150
	Iteration 19Q: 3 clusters Score -71746.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -71761.710938 Penalty: 3216.379150
	Iteration 20F: 3 clusters Score -71761.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (43449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Entering Unmasked Estep 
Score: -7886989.500000 Penalty: 2648.477051
	Iteration 0F: 2 clusters Score -7886990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -7857969.500000 Penalty: 5296.954102
	Iteration 0F: 3 clusters Score -7857970 nChanged 19959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22362 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -7869004.000000 Penalty: 5296.954102
	Iteration 1F: 3 clusters Score -7869004 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22638 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -7869588.500000 Penalty: 5296.954102
	Iteration 2Q: 3 clusters Score -7869588 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -7870177.500000 Penalty: 5296.954102
	Iteration 3Q: 3 clusters Score -7870178 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -7870742.500000 Penalty: 5296.954102
	Iteration 4Q: 3 clusters Score -7870742 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24503 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -7871358.000000 Penalty: 5296.954102
	Iteration 5Q: 3 clusters Score -7871358 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -7872156.000000 Penalty: 5296.954102
	Iteration 6Q: 3 clusters Score -7872156 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -7873301.500000 Penalty: 5296.954102
	Iteration 7Q: 3 clusters Score -7873302 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -7874819.500000 Penalty: 5296.954102
	Iteration 8Q: 3 clusters Score -7874820 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -7876749.500000 Penalty: 5296.954102
	Iteration 9F: 3 clusters Score -7876750 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32437 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -7878765.000000 Penalty: 5296.954102
	Iteration 10F: 3 clusters Score -7878765 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -7880359.500000 Penalty: 5296.954102
	Iteration 11Q: 3 clusters Score -7880360 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -7881413.500000 Penalty: 5296.954102
	Iteration 12Q: 3 clusters Score -7881414 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -7882051.500000 Penalty: 5296.954102
	Iteration 13Q: 3 clusters Score -7882052 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -7882512.000000 Penalty: 5296.954102
	Iteration 14Q: 3 clusters Score -7882512 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -7882855.500000 Penalty: 5296.954102
	Iteration 15Q: 3 clusters Score -7882856 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -7883185.500000 Penalty: 5296.954102
	Iteration 16Q: 3 clusters Score -7883186 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39142 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -7883507.500000 Penalty: 5296.954102
	Iteration 17Q: 3 clusters Score -7883508 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -7883768.000000 Penalty: 5296.954102
	Iteration 18Q: 3 clusters Score -7883768 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40157 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -7884003.000000 Penalty: 5296.954102
	Iteration 19Q: 3 clusters Score -7884003 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -7884133.500000 Penalty: 5296.954102
	Iteration 20F: 3 clusters Score -7884134 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -7884285.000000 Penalty: 5296.954102
	Iteration 21Q: 3 clusters Score -7884285 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -7884404.000000 Penalty: 5296.954102
	Iteration 22Q: 3 clusters Score -7884404 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -7884503.500000 Penalty: 5296.954102
	Iteration 23Q: 3 clusters Score -7884504 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -7884564.000000 Penalty: 5296.954102
	Iteration 24Q: 3 clusters Score -7884564 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -7884622.000000 Penalty: 5296.954102
	Iteration 25Q: 3 clusters Score -7884622 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -7884669.000000 Penalty: 5296.954102
	Iteration 26Q: 3 clusters Score -7884669 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41904 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -7884718.500000 Penalty: 5296.954102
	Iteration 27Q: 3 clusters Score -7884718 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -7884751.500000 Penalty: 5296.954102
	Iteration 28Q: 3 clusters Score -7884752 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42056 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -7884768.500000 Penalty: 5296.954102
	Iteration 29Q: 3 clusters Score -7884768 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -7884789.000000 Penalty: 5296.954102
	Iteration 30Q: 3 clusters Score -7884789 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42151 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -7884808.000000 Penalty: 5296.954102
	Iteration 31Q: 3 clusters Score -7884808 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -7884823.500000 Penalty: 5296.954102
	Iteration 32Q: 3 clusters Score -7884824 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42219 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -7884848.500000 Penalty: 5296.954102
	Iteration 33Q: 3 clusters Score -7884848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42244 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -7884854.500000 Penalty: 5296.954102
	Iteration 34Q: 3 clusters Score -7884854 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -7884864.000000 Penalty: 5296.954102
	Iteration 35Q: 3 clusters Score -7884864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -7884868.000000 Penalty: 5296.954102
	Iteration 36Q: 3 clusters Score -7884868 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -7884879.500000 Penalty: 5296.954102
	Iteration 37Q: 3 clusters Score -7884880 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42328 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -7884887.000000 Penalty: 5296.954102
	Iteration 38Q: 3 clusters Score -7884887 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42343 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -7884884.500000 Penalty: 5296.954102
	Iteration 39Q: 3 clusters Score -7884884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42361 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -7884893.000000 Penalty: 5296.954102
	Iteration 40F: 3 clusters Score -7884893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -7884901.500000 Penalty: 5296.954102
	Iteration 41Q: 3 clusters Score -7884902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42394 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -7884905.000000 Penalty: 5296.954102
	Iteration 42Q: 3 clusters Score -7884905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42403 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -7884902.000000 Penalty: 5296.954102
	Iteration 43Q: 3 clusters Score -7884902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42406 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -7884909.000000 Penalty: 5296.954102
	Iteration 44Q: 3 clusters Score -7884909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42408 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -7884908.500000 Penalty: 5296.954102
	Iteration 45Q: 3 clusters Score -7884908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42411 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -7884917.500000 Penalty: 5296.954102
	Iteration 46Q: 3 clusters Score -7884918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -7884914.000000 Penalty: 5296.954102
	Iteration 47Q: 3 clusters Score -7884914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42416 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -7884912.500000 Penalty: 5296.954102
	Iteration 48Q: 3 clusters Score -7884912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42416 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -7884908.000000 Penalty: 5296.954102
	Iteration 49Q: 3 clusters Score -7884908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -7884914.000000 Penalty: 5296.954102
	Iteration 50Q: 3 clusters Score -7884914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -7884914.000000 Penalty: 5296.954102
	Iteration 51F: 3 clusters Score -7884914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Entering Unmasked Estep 
Score: -209185.531250 Penalty: 1777.042358
	Iteration 0F: 2 clusters Score -209185.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -207025.437500 Penalty: 3554.084717
	Iteration 0F: 3 clusters Score -207025.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -207401.984375 Penalty: 3554.084717
	Iteration 1F: 3 clusters Score -207402 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -207604.218750 Penalty: 3554.084717
	Iteration 2F: 3 clusters Score -207604.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -207782.671875 Penalty: 3554.084717
	Iteration 3F: 3 clusters Score -207782.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -207907.500000 Penalty: 3554.084717
	Iteration 4F: 3 clusters Score -207907.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -208038.625000 Penalty: 3554.084717
	Iteration 5F: 3 clusters Score -208038.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -208146.890625 Penalty: 3554.084717
	Iteration 6Q: 3 clusters Score -208146.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -208228.125000 Penalty: 3554.084717
	Iteration 7Q: 3 clusters Score -208228.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -208292.453125 Penalty: 3554.084717
	Iteration 8Q: 3 clusters Score -208292.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -208342.859375 Penalty: 3554.084717
	Iteration 9Q: 3 clusters Score -208342.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -208377.875000 Penalty: 3554.084717
	Iteration 10Q: 3 clusters Score -208377.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -208404.718750 Penalty: 3554.084717
	Iteration 11Q: 3 clusters Score -208404.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -208433.296875 Penalty: 3554.084717
	Iteration 12Q: 3 clusters Score -208433.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -208462.312500 Penalty: 3554.084717
	Iteration 13Q: 3 clusters Score -208462.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -208479.843750 Penalty: 3554.084717
	Iteration 14Q: 3 clusters Score -208479.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -208490.500000 Penalty: 3554.084717
	Iteration 15Q: 3 clusters Score -208490.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -208502.968750 Penalty: 3554.084717
	Iteration 16Q: 3 clusters Score -208503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -208513.875000 Penalty: 3554.084717
	Iteration 17Q: 3 clusters Score -208513.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -208526.421875 Penalty: 3554.084717
	Iteration 18Q: 3 clusters Score -208526.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -208537.187500 Penalty: 3554.084717
	Iteration 19Q: 3 clusters Score -208537.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -208545.640625 Penalty: 3554.084717
	Iteration 20F: 3 clusters Score -208545.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -208552.656250 Penalty: 3554.084717
	Iteration 21Q: 3 clusters Score -208552.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -208559.546875 Penalty: 3554.084717
	Iteration 22Q: 3 clusters Score -208559.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -208565.875000 Penalty: 3554.084717
	Iteration 23Q: 3 clusters Score -208565.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -208576.609375 Penalty: 3554.084717
	Iteration 24Q: 3 clusters Score -208576.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -208582.859375 Penalty: 3554.084717
	Iteration 25Q: 3 clusters Score -208582.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -208584.640625 Penalty: 3554.084717
	Iteration 26Q: 3 clusters Score -208584.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -208584.640625 Penalty: 3554.084717
	Iteration 27F: 3 clusters Score -208584.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -101280.351562 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -101280.4 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: -99658.562500 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -99658.56 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -99835.609375 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -99835.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -99886.914062 Penalty: 3158.620605
	Iteration 2Q: 3 clusters Score -99886.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -99943.328125 Penalty: 3158.620605
	Iteration 3Q: 3 clusters Score -99943.33 nChanged 19
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: -99990.320312 Penalty: 3158.620605
	Iteration 4Q: 3 clusters Score -99990.32 nChanged 16
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: -100020.601562 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -100020.6 nChanged 4
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: -100032.828125 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -100032.8 nChanged 7
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: -100053.671875 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -100053.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -100068.992188 Penalty: 3158.620605
	Iteration 8Q: 3 clusters Score -100069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -100082.312500 Penalty: 3158.620605
	Iteration 9Q: 3 clusters Score -100082.3 nChanged 3
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: -100090.000000 Penalty: 3158.620605
	Iteration 10Q: 3 clusters Score -100090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -100096.539062 Penalty: 3158.620605
	Iteration 11Q: 3 clusters Score -100096.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -100098.554688 Penalty: 3158.620605
	Iteration 12Q: 3 clusters Score -100098.6 nChanged 1
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: -100100.640625 Penalty: 3158.620605
	Iteration 13Q: 3 clusters Score -100100.6 nChanged 1
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: -100102.148438 Penalty: 3158.620605
	Iteration 14Q: 3 clusters Score -100102.1 nChanged 1
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: -100103.046875 Penalty: 3158.620605
	Iteration 15Q: 3 clusters Score -100103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -100108.171875 Penalty: 3158.620605
	Iteration 16Q: 3 clusters Score -100108.2 nChanged 1
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: -100109.468750 Penalty: 3158.620605
	Iteration 17Q: 3 clusters Score -100109.5 nChanged 1
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: -100110.882812 Penalty: 3158.620605
	Iteration 18Q: 3 clusters Score -100110.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -100113.015625 Penalty: 3158.620605
	Iteration 19Q: 3 clusters Score -100113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -100118.500000 Penalty: 3158.620605
	Iteration 20F: 3 clusters Score -100118.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -100119.648438 Penalty: 3158.620605
	Iteration 21Q: 3 clusters Score -100119.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -100119.648438 Penalty: 3158.620605
	Iteration 22F: 3 clusters Score -100119.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Entering Unmasked Estep 
Score: -97224.460938 Penalty: 1622.533081
	Iteration 0F: 2 clusters Score -97224.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -95619.007812 Penalty: 3245.066162
	Iteration 0F: 3 clusters Score -95619.01 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -95914.703125 Penalty: 3245.066162
	Iteration 1F: 3 clusters Score -95914.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -96086.570312 Penalty: 3245.066162
	Iteration 2F: 3 clusters Score -96086.57 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -96255.515625 Penalty: 3245.066162
	Iteration 3F: 3 clusters Score -96255.52 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -96366.078125 Penalty: 3245.066162
	Iteration 4F: 3 clusters Score -96366.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -96440.484375 Penalty: 3245.066162
	Iteration 5Q: 3 clusters Score -96440.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -96494.546875 Penalty: 3245.066162
	Iteration 6Q: 3 clusters Score -96494.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -96535.023438 Penalty: 3245.066162
	Iteration 7Q: 3 clusters Score -96535.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -96551.625000 Penalty: 3245.066162
	Iteration 8Q: 3 clusters Score -96551.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -96572.296875 Penalty: 3245.066162
	Iteration 9Q: 3 clusters Score -96572.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -96606.242188 Penalty: 3245.066162
	Iteration 10Q: 3 clusters Score -96606.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -96621.218750 Penalty: 3245.066162
	Iteration 11Q: 3 clusters Score -96621.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -96628.882812 Penalty: 3245.066162
	Iteration 12Q: 3 clusters Score -96628.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -96641.164062 Penalty: 3245.066162
	Iteration 13Q: 3 clusters Score -96641.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -96664.562500 Penalty: 3245.066162
	Iteration 14Q: 3 clusters Score -96664.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -96681.390625 Penalty: 3245.066162
	Iteration 15Q: 3 clusters Score -96681.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -96707.781250 Penalty: 3245.066162
	Iteration 16Q: 3 clusters Score -96707.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -96720.484375 Penalty: 3245.066162
	Iteration 17Q: 3 clusters Score -96720.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -96725.101562 Penalty: 3245.066162
	Iteration 18Q: 3 clusters Score -96725.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -96725.101562 Penalty: 3245.066162
	Iteration 19F: 3 clusters Score -96725.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Entering Unmasked Estep 
Score: -103132.523438 Penalty: 1585.610596
	Iteration 0F: 2 clusters Score -103132.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -101544.953125 Penalty: 3171.221191
	Iteration 0F: 3 clusters Score -101545 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -101739.335938 Penalty: 3171.221191
	Iteration 1F: 3 clusters Score -101739.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -101801.687500 Penalty: 3171.221191
	Iteration 2F: 3 clusters Score -101801.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -101825.523438 Penalty: 3171.221191
	Iteration 3Q: 3 clusters Score -101825.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -101843.968750 Penalty: 3171.221191
	Iteration 4Q: 3 clusters Score -101844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -101854.117188 Penalty: 3171.221191
	Iteration 5Q: 3 clusters Score -101854.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -101862.609375 Penalty: 3171.221191
	Iteration 6Q: 3 clusters Score -101862.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -101865.335938 Penalty: 3171.221191
	Iteration 7Q: 3 clusters Score -101865.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -101868.703125 Penalty: 3171.221191
	Iteration 8Q: 3 clusters Score -101868.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -101870.492188 Penalty: 3171.221191
	Iteration 9Q: 3 clusters Score -101870.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -101870.492188 Penalty: 3171.221191
	Iteration 10F: 3 clusters Score -101870.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Entering Unmasked Estep 
Score: -104498.070312 Penalty: 1641.778198
	Iteration 0F: 2 clusters Score -104498.1 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 346 members 
Entering Unmasked Estep 
Score: -102848.257812 Penalty: 3283.556396
	Iteration 0F: 3 clusters Score -102848.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -103303.375000 Penalty: 3283.556396
	Iteration 1F: 3 clusters Score -103303.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -103699.078125 Penalty: 3283.556396
	Iteration 2F: 3 clusters Score -103699.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -104160.156250 Penalty: 3283.556396
	Iteration 3F: 3 clusters Score -104160.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -104579.593750 Penalty: 3283.556396
	Iteration 4F: 3 clusters Score -104579.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -104849.828125 Penalty: 3283.556396
	Iteration 5F: 3 clusters Score -104849.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -105025.445312 Penalty: 3283.556396
	Iteration 6Q: 3 clusters Score -105025.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -105076.039062 Penalty: 3283.556396
	Iteration 7Q: 3 clusters Score -105076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -105092.726562 Penalty: 3283.556396
	Iteration 8Q: 3 clusters Score -105092.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -105116.523438 Penalty: 3283.556396
	Iteration 9Q: 3 clusters Score -105116.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -105122.890625 Penalty: 3283.556396
	Iteration 10Q: 3 clusters Score -105122.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -105128.882812 Penalty: 3283.556396
	Iteration 11Q: 3 clusters Score -105128.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -105142.640625 Penalty: 3283.556396
	Iteration 12Q: 3 clusters Score -105142.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -105145.148438 Penalty: 3283.556396
	Iteration 13Q: 3 clusters Score -105145.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -105149.328125 Penalty: 3283.556396
	Iteration 14Q: 3 clusters Score -105149.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -105149.328125 Penalty: 3283.556396
	Iteration 15F: 3 clusters Score -105149.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43400 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 43934 members 
Mstep: Class 5 contains 44730 members 
Mstep: Class 6 contains 45429 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43449 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 289 members 
Mstep: Class 14 contains 43191 members 
Mstep: Class 15 contains 44008 members 
Mstep: Class 16 contains 25812 members 
Mstep: Class 17 contains 38470 members 
Mstep: Class 18 contains 1616 members 
Mstep: Class 19 contains 46792 members 
Mstep: Class 20 contains 48925 members 
Mstep: Class 21 contains 461 members 
Mstep: Class 22 contains 47291 members 
Mstep: Class 23 contains 50185 members 
Mstep: Class 24 contains 43324 members 
Entering Unmasked Estep 
Score: -111216024.000000 Penalty: 79364.328125
Splitting cluster 13 changes total score from -111217016.000000 to -111216024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (43191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43191 members 
Entering Unmasked Estep 
Score: -7896439.000000 Penalty: 2647.000000
	Iteration 0F: 2 clusters Score -7896439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -7867728.500000 Penalty: 5294.000000
	Iteration 0F: 3 clusters Score -7867728 nChanged 19799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -7878573.500000 Penalty: 5294.000000
	Iteration 1F: 3 clusters Score -7878574 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -7879299.000000 Penalty: 5294.000000
	Iteration 2Q: 3 clusters Score -7879299 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -7880223.500000 Penalty: 5294.000000
	Iteration 3Q: 3 clusters Score -7880224 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -7881600.000000 Penalty: 5294.000000
	Iteration 4F: 3 clusters Score -7881600 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -7883290.000000 Penalty: 5294.000000
	Iteration 5F: 3 clusters Score -7883290 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -7885477.500000 Penalty: 5294.000000
	Iteration 6F: 3 clusters Score -7885478 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -7887676.000000 Penalty: 5294.000000
	Iteration 7F: 3 clusters Score -7887676 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 34203 members 
Entering Unmasked Estep 
Score: -7889586.500000 Penalty: 5294.000000
	Iteration 8F: 3 clusters Score -7889586 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
Score: -7890954.500000 Penalty: 5294.000000
	Iteration 9Q: 3 clusters Score -7890954 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -7891804.000000 Penalty: 5294.000000
	Iteration 10Q: 3 clusters Score -7891804 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -7892321.000000 Penalty: 5294.000000
	Iteration 11Q: 3 clusters Score -7892321 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -7892714.000000 Penalty: 5294.000000
	Iteration 12Q: 3 clusters Score -7892714 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 38581 members 
Entering Unmasked Estep 
Score: -7892958.000000 Penalty: 5294.000000
	Iteration 13Q: 3 clusters Score -7892958 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
Score: -7893123.000000 Penalty: 5294.000000
	Iteration 14Q: 3 clusters Score -7893123 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -7893335.500000 Penalty: 5294.000000
	Iteration 15Q: 3 clusters Score -7893336 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 39769 members 
Entering Unmasked Estep 
Score: -7893478.000000 Penalty: 5294.000000
	Iteration 16Q: 3 clusters Score -7893478 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -7893616.000000 Penalty: 5294.000000
	Iteration 17Q: 3 clusters Score -7893616 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -7893724.000000 Penalty: 5294.000000
	Iteration 18Q: 3 clusters Score -7893724 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 40615 members 
Entering Unmasked Estep 
Score: -7893818.500000 Penalty: 5294.000000
	Iteration 19Q: 3 clusters Score -7893818 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -7893903.000000 Penalty: 5294.000000
	Iteration 20F: 3 clusters Score -7893903 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -7893976.000000 Penalty: 5294.000000
	Iteration 21Q: 3 clusters Score -7893976 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 41191 members 
Entering Unmasked Estep 
Score: -7894036.500000 Penalty: 5294.000000
	Iteration 22Q: 3 clusters Score -7894036 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 41322 members 
Entering Unmasked Estep 
Score: -7894113.500000 Penalty: 5294.000000
	Iteration 23Q: 3 clusters Score -7894114 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 41434 members 
Entering Unmasked Estep 
Score: -7894144.000000 Penalty: 5294.000000
	Iteration 24Q: 3 clusters Score -7894144 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -7894169.500000 Penalty: 5294.000000
	Iteration 25Q: 3 clusters Score -7894170 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -7894207.500000 Penalty: 5294.000000
	Iteration 26Q: 3 clusters Score -7894208 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -7894219.000000 Penalty: 5294.000000
	Iteration 27Q: 3 clusters Score -7894219 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -7894238.000000 Penalty: 5294.000000
	Iteration 28Q: 3 clusters Score -7894238 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -7894261.500000 Penalty: 5294.000000
	Iteration 29Q: 3 clusters Score -7894262 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 41796 members 
Entering Unmasked Estep 
Score: -7894247.500000 Penalty: 5294.000000
	Iteration 30Q: 3 clusters Score -7894248 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 41832 members 
Entering Unmasked Estep 
Score: -7894255.500000 Penalty: 5294.000000
	Iteration 31Q: 3 clusters Score -7894256 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 41859 members 
Entering Unmasked Estep 
Score: -7894282.500000 Penalty: 5294.000000
	Iteration 32Q: 3 clusters Score -7894282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 41879 members 
Entering Unmasked Estep 
Score: -7894297.000000 Penalty: 5294.000000
	Iteration 33Q: 3 clusters Score -7894297 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -7894307.000000 Penalty: 5294.000000
	Iteration 34Q: 3 clusters Score -7894307 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 41921 members 
Entering Unmasked Estep 
Score: -7894316.000000 Penalty: 5294.000000
	Iteration 35Q: 3 clusters Score -7894316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
Score: -7894335.000000 Penalty: 5294.000000
	Iteration 36Q: 3 clusters Score -7894335 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -7894335.500000 Penalty: 5294.000000
	Iteration 37Q: 3 clusters Score -7894336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
Score: -7894331.000000 Penalty: 5294.000000
	Iteration 38Q: 3 clusters Score -7894331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 41964 members 
Entering Unmasked Estep 
Score: -7894335.000000 Penalty: 5294.000000
	Iteration 39Q: 3 clusters Score -7894335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
Score: -7894341.500000 Penalty: 5294.000000
	Iteration 40F: 3 clusters Score -7894342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -7894337.500000 Penalty: 5294.000000
	Iteration 41Q: 3 clusters Score -7894338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 41981 members 
Entering Unmasked Estep 
Score: -7894337.500000 Penalty: 5294.000000
	Iteration 42Q: 3 clusters Score -7894338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -7894334.000000 Penalty: 5294.000000
	Iteration 43Q: 3 clusters Score -7894334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 41989 members 
Entering Unmasked Estep 
Score: -7894325.500000 Penalty: 5294.000000
	Iteration 44Q: 3 clusters Score -7894326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 41992 members 
Entering Unmasked Estep 
Score: -7894338.500000 Penalty: 5294.000000
	Iteration 45Q: 3 clusters Score -7894338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -7894338.500000 Penalty: 5294.000000
	Iteration 46Q: 3 clusters Score -7894338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 41998 members 
Entering Unmasked Estep 
Score: -7894341.500000 Penalty: 5294.000000
	Iteration 47Q: 3 clusters Score -7894342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 42003 members 
Entering Unmasked Estep 
Score: -7894346.000000 Penalty: 5294.000000
	Iteration 48Q: 3 clusters Score -7894346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 42008 members 
Entering Unmasked Estep 
Score: -7894345.500000 Penalty: 5294.000000
	Iteration 49Q: 3 clusters Score -7894346 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 42016 members 
Entering Unmasked Estep 
Score: -7894344.000000 Penalty: 5294.000000
	Iteration 50Q: 3 clusters Score -7894344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -7894346.500000 Penalty: 5294.000000
	Iteration 51Q: 3 clusters Score -7894346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 42029 members 
Entering Unmasked Estep 
Score: -7894349.000000 Penalty: 5294.000000
	Iteration 52Q: 3 clusters Score -7894349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -7894346.500000 Penalty: 5294.000000
	Iteration 53Q: 3 clusters Score -7894346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 42032 members 
Entering Unmasked Estep 
Score: -7894347.000000 Penalty: 5294.000000
	Iteration 54Q: 3 clusters Score -7894347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 42033 members 
Entering Unmasked Estep 
Score: -7894348.500000 Penalty: 5294.000000
	Iteration 55Q: 3 clusters Score -7894348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 42035 members 
Entering Unmasked Estep 
Score: -7894350.500000 Penalty: 5294.000000
	Iteration 56Q: 3 clusters Score -7894350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 42035 members 
Entering Unmasked Estep 
Score: -7894350.500000 Penalty: 5294.000000
	Iteration 57F: 3 clusters Score -7894350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44008 members 
Entering Unmasked Estep 
Score: -8134804.500000 Penalty: 2651.647217
	Iteration 0F: 2 clusters Score -8134804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -8106303.000000 Penalty: 5303.294434
	Iteration 0F: 3 clusters Score -8106303 nChanged 20323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -8117615.000000 Penalty: 5303.294434
	Iteration 1F: 3 clusters Score -8117615 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -8118313.000000 Penalty: 5303.294434
	Iteration 2Q: 3 clusters Score -8118313 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -8119201.500000 Penalty: 5303.294434
	Iteration 3Q: 3 clusters Score -8119202 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27264 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -8120348.500000 Penalty: 5303.294434
	Iteration 4F: 3 clusters Score -8120348 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -8122071.000000 Penalty: 5303.294434
	Iteration 5F: 3 clusters Score -8122071 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -8124354.500000 Penalty: 5303.294434
	Iteration 6F: 3 clusters Score -8124354 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -8127123.500000 Penalty: 5303.294434
	Iteration 7F: 3 clusters Score -8127124 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -8129523.000000 Penalty: 5303.294434
	Iteration 8F: 3 clusters Score -8129523 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -8131025.500000 Penalty: 5303.294434
	Iteration 9Q: 3 clusters Score -8131026 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39775 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -8131887.000000 Penalty: 5303.294434
	Iteration 10Q: 3 clusters Score -8131887 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -8132330.500000 Penalty: 5303.294434
	Iteration 11Q: 3 clusters Score -8132330 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -8132544.000000 Penalty: 5303.294434
	Iteration 12Q: 3 clusters Score -8132544 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -8132682.000000 Penalty: 5303.294434
	Iteration 13Q: 3 clusters Score -8132682 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -8132767.000000 Penalty: 5303.294434
	Iteration 14Q: 3 clusters Score -8132767 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41674 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -8132834.500000 Penalty: 5303.294434
	Iteration 15Q: 3 clusters Score -8132834 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41873 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -8132911.500000 Penalty: 5303.294434
	Iteration 16Q: 3 clusters Score -8132912 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -8132934.500000 Penalty: 5303.294434
	Iteration 17Q: 3 clusters Score -8132934 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -8132950.000000 Penalty: 5303.294434
	Iteration 18Q: 3 clusters Score -8132950 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -8132996.500000 Penalty: 5303.294434
	Iteration 19Q: 3 clusters Score -8132996 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42462 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -8133015.500000 Penalty: 5303.294434
	Iteration 20F: 3 clusters Score -8133016 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -8133010.500000 Penalty: 5303.294434
	Iteration 21Q: 3 clusters Score -8133010 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42613 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -8133003.500000 Penalty: 5303.294434
	Iteration 22Q: 3 clusters Score -8133004 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42675 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -8132995.000000 Penalty: 5303.294434
	Iteration 23Q: 3 clusters Score -8132995 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42724 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -8133003.500000 Penalty: 5303.294434
	Iteration 24Q: 3 clusters Score -8133004 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -8133012.000000 Penalty: 5303.294434
	Iteration 25Q: 3 clusters Score -8133012 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -8133012.500000 Penalty: 5303.294434
	Iteration 26Q: 3 clusters Score -8133012 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42843 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -8133008.500000 Penalty: 5303.294434
	Iteration 27Q: 3 clusters Score -8133008 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42877 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -8133028.500000 Penalty: 5303.294434
	Iteration 28Q: 3 clusters Score -8133028 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -8133013.500000 Penalty: 5303.294434
	Iteration 29Q: 3 clusters Score -8133014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42934 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -8133019.500000 Penalty: 5303.294434
	Iteration 30Q: 3 clusters Score -8133020 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -8133016.000000 Penalty: 5303.294434
	Iteration 31Q: 3 clusters Score -8133016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42982 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -8133024.500000 Penalty: 5303.294434
	Iteration 32Q: 3 clusters Score -8133024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -8133027.000000 Penalty: 5303.294434
	Iteration 33Q: 3 clusters Score -8133027 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43026 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -8133020.000000 Penalty: 5303.294434
	Iteration 34Q: 3 clusters Score -8133020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43037 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -8133020.500000 Penalty: 5303.294434
	Iteration 35Q: 3 clusters Score -8133020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43048 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -8133015.500000 Penalty: 5303.294434
	Iteration 36Q: 3 clusters Score -8133016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43057 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -8133011.500000 Penalty: 5303.294434
	Iteration 37Q: 3 clusters Score -8133012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43065 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -8133013.000000 Penalty: 5303.294434
	Iteration 38Q: 3 clusters Score -8133013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -8133019.000000 Penalty: 5303.294434
	Iteration 39Q: 3 clusters Score -8133019 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -8133011.000000 Penalty: 5303.294434
	Iteration 40F: 3 clusters Score -8133011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -8133020.000000 Penalty: 5303.294434
	Iteration 41Q: 3 clusters Score -8133020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43090 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -8133024.000000 Penalty: 5303.294434
	Iteration 42Q: 3 clusters Score -8133024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43092 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -8133020.500000 Penalty: 5303.294434
	Iteration 43Q: 3 clusters Score -8133020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43096 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -8133018.000000 Penalty: 5303.294434
	Iteration 44Q: 3 clusters Score -8133018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -8133015.500000 Penalty: 5303.294434
	Iteration 45Q: 3 clusters Score -8133016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -8133027.500000 Penalty: 5303.294434
	Iteration 46Q: 3 clusters Score -8133028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43110 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -8133025.000000 Penalty: 5303.294434
	Iteration 47Q: 3 clusters Score -8133025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -8133026.000000 Penalty: 5303.294434
	Iteration 48Q: 3 clusters Score -8133026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8133030.500000 Penalty: 5303.294434
	Iteration 49Q: 3 clusters Score -8133030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -8133035.000000 Penalty: 5303.294434
	Iteration 50Q: 3 clusters Score -8133035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43121 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -8133034.000000 Penalty: 5303.294434
	Iteration 51Q: 3 clusters Score -8133034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43125 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -8133048.000000 Penalty: 5303.294434
	Iteration 52Q: 3 clusters Score -8133048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -8133048.000000 Penalty: 5303.294434
	Iteration 53Q: 3 clusters Score -8133048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -8133049.000000 Penalty: 5303.294434
	Iteration 54Q: 3 clusters Score -8133049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43134 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8133050.000000 Penalty: 5303.294434
	Iteration 55Q: 3 clusters Score -8133050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43139 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -8133044.500000 Penalty: 5303.294434
	Iteration 56Q: 3 clusters Score -8133044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43143 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -8133051.500000 Penalty: 5303.294434
	Iteration 57Q: 3 clusters Score -8133052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -8133046.500000 Penalty: 5303.294434
	Iteration 58Q: 3 clusters Score -8133046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43157 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -8133051.000000 Penalty: 5303.294434
	Iteration 59Q: 3 clusters Score -8133051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -8133050.000000 Penalty: 5303.294434
	Iteration 60F: 3 clusters Score -8133050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -8133057.500000 Penalty: 5303.294434
	Iteration 61Q: 3 clusters Score -8133058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -8133056.500000 Penalty: 5303.294434
	Iteration 62Q: 3 clusters Score -8133056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -8133057.000000 Penalty: 5303.294434
	Iteration 63Q: 3 clusters Score -8133057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8133054.000000 Penalty: 5303.294434
	Iteration 64Q: 3 clusters Score -8133054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43192 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8133062.500000 Penalty: 5303.294434
	Iteration 65Q: 3 clusters Score -8133062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43198 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -8133061.500000 Penalty: 5303.294434
	Iteration 66Q: 3 clusters Score -8133062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43203 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -8133061.500000 Penalty: 5303.294434
	Iteration 67Q: 3 clusters Score -8133062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43208 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -8133072.500000 Penalty: 5303.294434
	Iteration 68Q: 3 clusters Score -8133072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8133074.000000 Penalty: 5303.294434
	Iteration 69Q: 3 clusters Score -8133074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43213 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -8133071.500000 Penalty: 5303.294434
	Iteration 70Q: 3 clusters Score -8133072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43217 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -8133069.000000 Penalty: 5303.294434
	Iteration 71Q: 3 clusters Score -8133069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43221 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8133064.500000 Penalty: 5303.294434
	Iteration 72Q: 3 clusters Score -8133064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43225 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -8133073.500000 Penalty: 5303.294434
	Iteration 73Q: 3 clusters Score -8133074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43227 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -8133068.500000 Penalty: 5303.294434
	Iteration 74Q: 3 clusters Score -8133068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8133075.000000 Penalty: 5303.294434
	Iteration 75Q: 3 clusters Score -8133075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43230 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -8133070.000000 Penalty: 5303.294434
	Iteration 76Q: 3 clusters Score -8133070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43232 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -8133072.500000 Penalty: 5303.294434
	Iteration 77Q: 3 clusters Score -8133072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -8133070.500000 Penalty: 5303.294434
	Iteration 78Q: 3 clusters Score -8133070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43238 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -8133074.500000 Penalty: 5303.294434
	Iteration 79Q: 3 clusters Score -8133074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43238 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -8133074.500000 Penalty: 5303.294434
	Iteration 80F: 3 clusters Score -8133074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Entering Unmasked Estep 
Score: -4589618.500000 Penalty: 2519.331543
	Iteration 0F: 2 clusters Score -4589618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -4571696.500000 Penalty: 5038.663086
	Iteration 0F: 3 clusters Score -4571696 nChanged 11637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -4577801.500000 Penalty: 5038.663086
	Iteration 1F: 3 clusters Score -4577802 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -4578254.000000 Penalty: 5038.663086
	Iteration 2Q: 3 clusters Score -4578254 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -4578699.500000 Penalty: 5038.663086
	Iteration 3Q: 3 clusters Score -4578700 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -4579207.000000 Penalty: 5038.663086
	Iteration 4Q: 3 clusters Score -4579207 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -4579841.000000 Penalty: 5038.663086
	Iteration 5Q: 3 clusters Score -4579841 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -4580765.000000 Penalty: 5038.663086
	Iteration 6F: 3 clusters Score -4580765 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -4582167.000000 Penalty: 5038.663086
	Iteration 7F: 3 clusters Score -4582167 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -4583830.500000 Penalty: 5038.663086
	Iteration 8F: 3 clusters Score -4583830 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -4585370.000000 Penalty: 5038.663086
	Iteration 9F: 3 clusters Score -4585370 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -4586438.000000 Penalty: 5038.663086
	Iteration 10Q: 3 clusters Score -4586438 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -4587000.000000 Penalty: 5038.663086
	Iteration 11Q: 3 clusters Score -4587000 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4587238.000000 Penalty: 5038.663086
	Iteration 12Q: 3 clusters Score -4587238 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4587359.000000 Penalty: 5038.663086
	Iteration 13Q: 3 clusters Score -4587359 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4587443.500000 Penalty: 5038.663086
	Iteration 14Q: 3 clusters Score -4587444 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4587489.000000 Penalty: 5038.663086
	Iteration 15Q: 3 clusters Score -4587489 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4587536.500000 Penalty: 5038.663086
	Iteration 16Q: 3 clusters Score -4587536 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4587578.000000 Penalty: 5038.663086
	Iteration 17Q: 3 clusters Score -4587578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4587592.000000 Penalty: 5038.663086
	Iteration 18Q: 3 clusters Score -4587592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4587601.000000 Penalty: 5038.663086
	Iteration 19Q: 3 clusters Score -4587601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4587608.000000 Penalty: 5038.663086
	Iteration 20F: 3 clusters Score -4587608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25477 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4587616.000000 Penalty: 5038.663086
	Iteration 21Q: 3 clusters Score -4587616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4587623.500000 Penalty: 5038.663086
	Iteration 22Q: 3 clusters Score -4587624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4587629.000000 Penalty: 5038.663086
	Iteration 23Q: 3 clusters Score -4587629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4587639.500000 Penalty: 5038.663086
	Iteration 24Q: 3 clusters Score -4587640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4587638.500000 Penalty: 5038.663086
	Iteration 25Q: 3 clusters Score -4587638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4587645.000000 Penalty: 5038.663086
	Iteration 26Q: 3 clusters Score -4587645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4587654.000000 Penalty: 5038.663086
	Iteration 27Q: 3 clusters Score -4587654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4587655.000000 Penalty: 5038.663086
	Iteration 28Q: 3 clusters Score -4587655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4587653.500000 Penalty: 5038.663086
	Iteration 29Q: 3 clusters Score -4587654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4587655.500000 Penalty: 5038.663086
	Iteration 30Q: 3 clusters Score -4587656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4587657.000000 Penalty: 5038.663086
	Iteration 31Q: 3 clusters Score -4587657 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4587657.000000 Penalty: 5038.663086
	Iteration 32F: 3 clusters Score -4587657 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (38470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38470 members 
Entering Unmasked Estep 
Score: -7068469.500000 Penalty: 2618.293213
	Iteration 0F: 2 clusters Score -7068470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -7042448.000000 Penalty: 5236.586426
	Iteration 0F: 3 clusters Score -7042448 nChanged 17609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 18710 members 
Entering Unmasked Estep 
Score: -7052002.500000 Penalty: 5236.586426
	Iteration 1F: 3 clusters Score -7052002 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19998 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -7052586.000000 Penalty: 5236.586426
	Iteration 2Q: 3 clusters Score -7052586 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -7053291.000000 Penalty: 5236.586426
	Iteration 3Q: 3 clusters Score -7053291 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -7054369.000000 Penalty: 5236.586426
	Iteration 4Q: 3 clusters Score -7054369 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -7055773.500000 Penalty: 5236.586426
	Iteration 5F: 3 clusters Score -7055774 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -7057698.500000 Penalty: 5236.586426
	Iteration 6F: 3 clusters Score -7057698 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -7060093.000000 Penalty: 5236.586426
	Iteration 7F: 3 clusters Score -7060093 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -7062518.000000 Penalty: 5236.586426
	Iteration 8F: 3 clusters Score -7062518 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -7064324.000000 Penalty: 5236.586426
	Iteration 9F: 3 clusters Score -7064324 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -7065071.000000 Penalty: 5236.586426
	Iteration 10Q: 3 clusters Score -7065071 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -7065365.500000 Penalty: 5236.586426
	Iteration 11Q: 3 clusters Score -7065366 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -7065501.500000 Penalty: 5236.586426
	Iteration 12Q: 3 clusters Score -7065502 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -7065683.500000 Penalty: 5236.586426
	Iteration 13Q: 3 clusters Score -7065684 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -7065802.000000 Penalty: 5236.586426
	Iteration 14Q: 3 clusters Score -7065802 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -7065900.000000 Penalty: 5236.586426
	Iteration 15Q: 3 clusters Score -7065900 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -7066024.000000 Penalty: 5236.586426
	Iteration 16Q: 3 clusters Score -7066024 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -7066114.000000 Penalty: 5236.586426
	Iteration 17Q: 3 clusters Score -7066114 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -7066214.500000 Penalty: 5236.586426
	Iteration 18Q: 3 clusters Score -7066214 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32850 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -7066314.000000 Penalty: 5236.586426
	Iteration 19Q: 3 clusters Score -7066314 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -7066395.500000 Penalty: 5236.586426
	Iteration 20F: 3 clusters Score -7066396 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -7066459.000000 Penalty: 5236.586426
	Iteration 21Q: 3 clusters Score -7066459 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -7066493.000000 Penalty: 5236.586426
	Iteration 22Q: 3 clusters Score -7066493 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -7066518.000000 Penalty: 5236.586426
	Iteration 23Q: 3 clusters Score -7066518 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -7066548.500000 Penalty: 5236.586426
	Iteration 24Q: 3 clusters Score -7066548 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -7066616.500000 Penalty: 5236.586426
	Iteration 25Q: 3 clusters Score -7066616 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -7066636.000000 Penalty: 5236.586426
	Iteration 26Q: 3 clusters Score -7066636 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -7066665.000000 Penalty: 5236.586426
	Iteration 27Q: 3 clusters Score -7066665 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35166 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -7066675.000000 Penalty: 5236.586426
	Iteration 28Q: 3 clusters Score -7066675 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35344 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -7066724.500000 Penalty: 5236.586426
	Iteration 29Q: 3 clusters Score -7066724 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -7066778.500000 Penalty: 5236.586426
	Iteration 30Q: 3 clusters Score -7066778 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -7066816.500000 Penalty: 5236.586426
	Iteration 31Q: 3 clusters Score -7066816 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35783 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -7066823.500000 Penalty: 5236.586426
	Iteration 32Q: 3 clusters Score -7066824 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -7066829.500000 Penalty: 5236.586426
	Iteration 33Q: 3 clusters Score -7066830 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -7066848.000000 Penalty: 5236.586426
	Iteration 34Q: 3 clusters Score -7066848 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -7066858.000000 Penalty: 5236.586426
	Iteration 35Q: 3 clusters Score -7066858 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -7066882.500000 Penalty: 5236.586426
	Iteration 36Q: 3 clusters Score -7066882 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -7066900.500000 Penalty: 5236.586426
	Iteration 37Q: 3 clusters Score -7066900 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36299 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -7066916.000000 Penalty: 5236.586426
	Iteration 38Q: 3 clusters Score -7066916 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36345 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -7066919.000000 Penalty: 5236.586426
	Iteration 39Q: 3 clusters Score -7066919 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36392 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -7066925.000000 Penalty: 5236.586426
	Iteration 40F: 3 clusters Score -7066925 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -7066935.500000 Penalty: 5236.586426
	Iteration 41Q: 3 clusters Score -7066936 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36475 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -7066931.000000 Penalty: 5236.586426
	Iteration 42Q: 3 clusters Score -7066931 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -7066940.000000 Penalty: 5236.586426
	Iteration 43Q: 3 clusters Score -7066940 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36536 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -7066954.000000 Penalty: 5236.586426
	Iteration 44Q: 3 clusters Score -7066954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -7066972.500000 Penalty: 5236.586426
	Iteration 45Q: 3 clusters Score -7066972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -7066963.000000 Penalty: 5236.586426
	Iteration 46Q: 3 clusters Score -7066963 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -7066966.500000 Penalty: 5236.586426
	Iteration 47Q: 3 clusters Score -7066966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -7066972.000000 Penalty: 5236.586426
	Iteration 48Q: 3 clusters Score -7066972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -7066974.500000 Penalty: 5236.586426
	Iteration 49Q: 3 clusters Score -7066974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36639 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -7066983.500000 Penalty: 5236.586426
	Iteration 50Q: 3 clusters Score -7066984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -7066983.000000 Penalty: 5236.586426
	Iteration 51Q: 3 clusters Score -7066983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -7066980.500000 Penalty: 5236.586426
	Iteration 52Q: 3 clusters Score -7066980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -7066988.000000 Penalty: 5236.586426
	Iteration 53Q: 3 clusters Score -7066988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36663 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -7066982.500000 Penalty: 5236.586426
	Iteration 54Q: 3 clusters Score -7066982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36665 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -7066979.500000 Penalty: 5236.586426
	Iteration 55Q: 3 clusters Score -7066980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -7066982.500000 Penalty: 5236.586426
	Iteration 56Q: 3 clusters Score -7066982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36669 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -7066986.000000 Penalty: 5236.586426
	Iteration 57Q: 3 clusters Score -7066986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36669 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -7066986.000000 Penalty: 5236.586426
	Iteration 58F: 3 clusters Score -7066986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Entering Unmasked Estep 
Score: -280640.531250 Penalty: 1832.151855
	Iteration 0F: 2 clusters Score -280640.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -278394.531250 Penalty: 3664.303711
	Iteration 0F: 3 clusters Score -278394.5 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -279007.156250 Penalty: 3664.303711
	Iteration 1F: 3 clusters Score -279007.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -279166.093750 Penalty: 3664.303711
	Iteration 2F: 3 clusters Score -279166.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -279252.312500 Penalty: 3664.303711
	Iteration 3Q: 3 clusters Score -279252.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -279346.125000 Penalty: 3664.303711
	Iteration 4Q: 3 clusters Score -279346.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -279468.093750 Penalty: 3664.303711
	Iteration 5Q: 3 clusters Score -279468.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -279610.062500 Penalty: 3664.303711
	Iteration 6Q: 3 clusters Score -279610.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -279759.250000 Penalty: 3664.303711
	Iteration 7Q: 3 clusters Score -279759.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -279887.375000 Penalty: 3664.303711
	Iteration 8Q: 3 clusters Score -279887.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -280033.281250 Penalty: 3664.303711
	Iteration 9Q: 3 clusters Score -280033.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -280178.062500 Penalty: 3664.303711
	Iteration 10Q: 3 clusters Score -280178.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -280277.625000 Penalty: 3664.303711
	Iteration 11Q: 3 clusters Score -280277.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -280317.375000 Penalty: 3664.303711
	Iteration 12Q: 3 clusters Score -280317.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -280332.500000 Penalty: 3664.303711
	Iteration 13Q: 3 clusters Score -280332.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -280339.218750 Penalty: 3664.303711
	Iteration 14Q: 3 clusters Score -280339.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -280340.625000 Penalty: 3664.303711
	Iteration 15Q: 3 clusters Score -280340.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -280342.593750 Penalty: 3664.303711
	Iteration 16Q: 3 clusters Score -280342.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -280344.312500 Penalty: 3664.303711
	Iteration 17Q: 3 clusters Score -280344.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -280346.718750 Penalty: 3664.303711
	Iteration 18Q: 3 clusters Score -280346.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -280347.843750 Penalty: 3664.303711
	Iteration 19Q: 3 clusters Score -280347.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -280347.843750 Penalty: 3664.303711
	Iteration 20F: 3 clusters Score -280347.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (46792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46792 members 
Entering Unmasked Estep 
Score: -8487874.000000 Penalty: 2666.859863
	Iteration 0F: 2 clusters Score -8487874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -8457466.000000 Penalty: 5333.719727
	Iteration 0F: 3 clusters Score -8457466 nChanged 21502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -8469331.000000 Penalty: 5333.719727
	Iteration 1F: 3 clusters Score -8469331 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22499 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -8469808.000000 Penalty: 5333.719727
	Iteration 2Q: 3 clusters Score -8469808 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -8470320.000000 Penalty: 5333.719727
	Iteration 3Q: 3 clusters Score -8470320 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -8470897.000000 Penalty: 5333.719727
	Iteration 4Q: 3 clusters Score -8470897 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -8471653.000000 Penalty: 5333.719727
	Iteration 5Q: 3 clusters Score -8471653 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -8472809.000000 Penalty: 5333.719727
	Iteration 6F: 3 clusters Score -8472809 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -8474558.000000 Penalty: 5333.719727
	Iteration 7F: 3 clusters Score -8474558 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -8476994.000000 Penalty: 5333.719727
	Iteration 8F: 3 clusters Score -8476994 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -8479925.000000 Penalty: 5333.719727
	Iteration 9F: 3 clusters Score -8479925 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -8482497.000000 Penalty: 5333.719727
	Iteration 10F: 3 clusters Score -8482497 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -8484234.000000 Penalty: 5333.719727
	Iteration 11Q: 3 clusters Score -8484234 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 38006 members 
Entering Unmasked Estep 
Score: -8485134.000000 Penalty: 5333.719727
	Iteration 12Q: 3 clusters Score -8485134 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -8485715.000000 Penalty: 5333.719727
	Iteration 13Q: 3 clusters Score -8485715 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -8486170.000000 Penalty: 5333.719727
	Iteration 14Q: 3 clusters Score -8486170 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 38925 members 
Entering Unmasked Estep 
Score: -8486477.000000 Penalty: 5333.719727
	Iteration 15Q: 3 clusters Score -8486477 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 39125 members 
Entering Unmasked Estep 
Score: -8486682.000000 Penalty: 5333.719727
	Iteration 16Q: 3 clusters Score -8486682 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 39271 members 
Entering Unmasked Estep 
Score: -8486816.000000 Penalty: 5333.719727
	Iteration 17Q: 3 clusters Score -8486816 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 39410 members 
Entering Unmasked Estep 
Score: -8486925.000000 Penalty: 5333.719727
	Iteration 18Q: 3 clusters Score -8486925 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -8487025.000000 Penalty: 5333.719727
	Iteration 19Q: 3 clusters Score -8487025 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 39646 members 
Entering Unmasked Estep 
Score: -8487050.000000 Penalty: 5333.719727
	Iteration 20F: 3 clusters Score -8487050 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 39746 members 
Entering Unmasked Estep 
Score: -8487091.000000 Penalty: 5333.719727
	Iteration 21Q: 3 clusters Score -8487091 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 39832 members 
Entering Unmasked Estep 
Score: -8487118.000000 Penalty: 5333.719727
	Iteration 22Q: 3 clusters Score -8487118 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -8487151.000000 Penalty: 5333.719727
	Iteration 23Q: 3 clusters Score -8487151 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -8487164.000000 Penalty: 5333.719727
	Iteration 24Q: 3 clusters Score -8487164 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -8487177.000000 Penalty: 5333.719727
	Iteration 25Q: 3 clusters Score -8487177 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -8487186.000000 Penalty: 5333.719727
	Iteration 26Q: 3 clusters Score -8487186 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 40073 members 
Entering Unmasked Estep 
Score: -8487201.000000 Penalty: 5333.719727
	Iteration 27Q: 3 clusters Score -8487201 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -8487210.000000 Penalty: 5333.719727
	Iteration 28Q: 3 clusters Score -8487210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 40133 members 
Entering Unmasked Estep 
Score: -8487214.000000 Penalty: 5333.719727
	Iteration 29Q: 3 clusters Score -8487214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -8487222.000000 Penalty: 5333.719727
	Iteration 30Q: 3 clusters Score -8487222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 40167 members 
Entering Unmasked Estep 
Score: -8487219.000000 Penalty: 5333.719727
	Iteration 31Q: 3 clusters Score -8487219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 40179 members 
Entering Unmasked Estep 
Score: -8487207.000000 Penalty: 5333.719727
	Iteration 32Q: 3 clusters Score -8487207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -8487210.000000 Penalty: 5333.719727
	Iteration 33Q: 3 clusters Score -8487210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 40203 members 
Entering Unmasked Estep 
Score: -8487211.000000 Penalty: 5333.719727
	Iteration 34Q: 3 clusters Score -8487211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 40210 members 
Entering Unmasked Estep 
Score: -8487213.000000 Penalty: 5333.719727
	Iteration 35Q: 3 clusters Score -8487213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -8487220.000000 Penalty: 5333.719727
	Iteration 36Q: 3 clusters Score -8487220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 40221 members 
Entering Unmasked Estep 
Score: -8487217.000000 Penalty: 5333.719727
	Iteration 37Q: 3 clusters Score -8487217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
Score: -8487218.000000 Penalty: 5333.719727
	Iteration 38Q: 3 clusters Score -8487218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 40236 members 
Entering Unmasked Estep 
Score: -8487216.000000 Penalty: 5333.719727
	Iteration 39Q: 3 clusters Score -8487216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -8487222.000000 Penalty: 5333.719727
	Iteration 40F: 3 clusters Score -8487222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -8487229.000000 Penalty: 5333.719727
	Iteration 41Q: 3 clusters Score -8487229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 40253 members 
Entering Unmasked Estep 
Score: -8487229.000000 Penalty: 5333.719727
	Iteration 42Q: 3 clusters Score -8487229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 40253 members 
Entering Unmasked Estep 
Score: -8487229.000000 Penalty: 5333.719727
	Iteration 43F: 3 clusters Score -8487229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (48925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48925 members 
Entering Unmasked Estep 
Score: -9053847.000000 Penalty: 2677.915039
	Iteration 0F: 2 clusters Score -9053847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -9025196.000000 Penalty: 5355.830078
	Iteration 0F: 3 clusters Score -9025196 nChanged 22549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 24059 members 
Entering Unmasked Estep 
Score: -9037761.000000 Penalty: 5355.830078
	Iteration 1F: 3 clusters Score -9037761 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -9038335.000000 Penalty: 5355.830078
	Iteration 2Q: 3 clusters Score -9038335 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -9038911.000000 Penalty: 5355.830078
	Iteration 3Q: 3 clusters Score -9038911 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -9039437.000000 Penalty: 5355.830078
	Iteration 4Q: 3 clusters Score -9039437 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 22156 members 
Entering Unmasked Estep 
Score: -9040083.000000 Penalty: 5355.830078
	Iteration 5Q: 3 clusters Score -9040083 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -9040952.000000 Penalty: 5355.830078
	Iteration 6Q: 3 clusters Score -9040952 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 19760 members 
Entering Unmasked Estep 
Score: -9042158.000000 Penalty: 5355.830078
	Iteration 7Q: 3 clusters Score -9042158 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -9043862.000000 Penalty: 5355.830078
	Iteration 8F: 3 clusters Score -9043862 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -9045869.000000 Penalty: 5355.830078
	Iteration 9F: 3 clusters Score -9045869 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -9047800.000000 Penalty: 5355.830078
	Iteration 10F: 3 clusters Score -9047800 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35436 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -9049225.000000 Penalty: 5355.830078
	Iteration 11Q: 3 clusters Score -9049225 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -9049938.000000 Penalty: 5355.830078
	Iteration 12Q: 3 clusters Score -9049938 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -9050354.000000 Penalty: 5355.830078
	Iteration 13Q: 3 clusters Score -9050354 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -9050745.000000 Penalty: 5355.830078
	Iteration 14Q: 3 clusters Score -9050745 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39082 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -9051029.000000 Penalty: 5355.830078
	Iteration 15Q: 3 clusters Score -9051029 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40083 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -9051339.000000 Penalty: 5355.830078
	Iteration 16Q: 3 clusters Score -9051339 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -9051633.000000 Penalty: 5355.830078
	Iteration 17Q: 3 clusters Score -9051633 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -9051878.000000 Penalty: 5355.830078
	Iteration 18Q: 3 clusters Score -9051878 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -9051985.000000 Penalty: 5355.830078
	Iteration 19Q: 3 clusters Score -9051985 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43579 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -9051995.000000 Penalty: 5355.830078
	Iteration 20F: 3 clusters Score -9051995 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44382 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -9052078.000000 Penalty: 5355.830078
	Iteration 21Q: 3 clusters Score -9052078 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45221 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -9052104.000000 Penalty: 5355.830078
	Iteration 22Q: 3 clusters Score -9052104 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46023 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -9052108.000000 Penalty: 5355.830078
	Iteration 23Q: 3 clusters Score -9052108 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46721 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -9052025.000000 Penalty: 5355.830078
	Iteration 24Q: 3 clusters Score -9052025 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47259 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -9052011.000000 Penalty: 5355.830078
	Iteration 25Q: 3 clusters Score -9052011 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47623 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -9052006.000000 Penalty: 5355.830078
	Iteration 26Q: 3 clusters Score -9052006 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47860 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -9051981.000000 Penalty: 5355.830078
	Iteration 27Q: 3 clusters Score -9051981 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48005 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -9051949.000000 Penalty: 5355.830078
	Iteration 28Q: 3 clusters Score -9051949 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48094 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -9051938.000000 Penalty: 5355.830078
	Iteration 29Q: 3 clusters Score -9051938 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48154 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -9051940.000000 Penalty: 5355.830078
	Iteration 30Q: 3 clusters Score -9051940 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48201 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -9051937.000000 Penalty: 5355.830078
	Iteration 31Q: 3 clusters Score -9051937 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48241 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -9051943.000000 Penalty: 5355.830078
	Iteration 32Q: 3 clusters Score -9051943 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48283 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -9051952.000000 Penalty: 5355.830078
	Iteration 33Q: 3 clusters Score -9051952 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48303 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -9051949.000000 Penalty: 5355.830078
	Iteration 34Q: 3 clusters Score -9051949 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48320 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -9051941.000000 Penalty: 5355.830078
	Iteration 35Q: 3 clusters Score -9051941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48332 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -9051949.000000 Penalty: 5355.830078
	Iteration 36Q: 3 clusters Score -9051949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48339 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -9051938.000000 Penalty: 5355.830078
	Iteration 37Q: 3 clusters Score -9051938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48341 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -9051938.000000 Penalty: 5355.830078
	Iteration 38Q: 3 clusters Score -9051938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48344 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -9051928.000000 Penalty: 5355.830078
	Iteration 39Q: 3 clusters Score -9051928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48345 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -9051934.000000 Penalty: 5355.830078
	Iteration 40F: 3 clusters Score -9051934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47291 members 
Entering Unmasked Estep 
Score: -8718518.000000 Penalty: 2669.490723
	Iteration 0F: 2 clusters Score -8718518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -8689612.000000 Penalty: 5338.981445
	Iteration 0F: 3 clusters Score -8689612 nChanged 21688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -8701528.000000 Penalty: 5338.981445
	Iteration 1F: 3 clusters Score -8701528 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -8701993.000000 Penalty: 5338.981445
	Iteration 2Q: 3 clusters Score -8701993 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -8702381.000000 Penalty: 5338.981445
	Iteration 3Q: 3 clusters Score -8702381 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -8702800.000000 Penalty: 5338.981445
	Iteration 4Q: 3 clusters Score -8702800 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19932 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -8703266.000000 Penalty: 5338.981445
	Iteration 5Q: 3 clusters Score -8703266 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 28881 members 
Entering Unmasked Estep 
Score: -8703976.000000 Penalty: 5338.981445
	Iteration 6Q: 3 clusters Score -8703976 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -8705074.000000 Penalty: 5338.981445
	Iteration 7Q: 3 clusters Score -8705074 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -8706731.000000 Penalty: 5338.981445
	Iteration 8F: 3 clusters Score -8706731 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -8709319.000000 Penalty: 5338.981445
	Iteration 9F: 3 clusters Score -8709319 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 40646 members 
Entering Unmasked Estep 
Score: -8712356.000000 Penalty: 5338.981445
	Iteration 10F: 3 clusters Score -8712356 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -8714749.000000 Penalty: 5338.981445
	Iteration 11F: 3 clusters Score -8714749 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 45762 members 
Entering Unmasked Estep 
Score: -8715580.000000 Penalty: 5338.981445
	Iteration 12Q: 3 clusters Score -8715580 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 46605 members 
Entering Unmasked Estep 
Score: -8715886.000000 Penalty: 5338.981445
	Iteration 13Q: 3 clusters Score -8715886 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 46881 members 
Entering Unmasked Estep 
Score: -8716013.000000 Penalty: 5338.981445
	Iteration 14Q: 3 clusters Score -8716013 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 46978 members 
Entering Unmasked Estep 
Score: -8716093.000000 Penalty: 5338.981445
	Iteration 15Q: 3 clusters Score -8716093 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 47019 members 
Entering Unmasked Estep 
Score: -8716134.000000 Penalty: 5338.981445
	Iteration 16Q: 3 clusters Score -8716134 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 47051 members 
Entering Unmasked Estep 
Score: -8716192.000000 Penalty: 5338.981445
	Iteration 17Q: 3 clusters Score -8716192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 47058 members 
Entering Unmasked Estep 
Score: -8716207.000000 Penalty: 5338.981445
	Iteration 18Q: 3 clusters Score -8716207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 47059 members 
Entering Unmasked Estep 
Score: -8716222.000000 Penalty: 5338.981445
	Iteration 19Q: 3 clusters Score -8716222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 47061 members 
Entering Unmasked Estep 
Score: -8716221.000000 Penalty: 5338.981445
	Iteration 20F: 3 clusters Score -8716221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 47063 members 
Entering Unmasked Estep 
Score: -8716228.000000 Penalty: 5338.981445
	Iteration 21Q: 3 clusters Score -8716228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 47063 members 
Entering Unmasked Estep 
Score: -8716228.000000 Penalty: 5338.981445
	Iteration 22F: 3 clusters Score -8716228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (50185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50185 members 
Entering Unmasked Estep 
Score: -9270446.000000 Penalty: 2684.220703
	Iteration 0F: 2 clusters Score -9270446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -9241442.000000 Penalty: 5368.441406
	Iteration 0F: 3 clusters Score -9241442 nChanged 23101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24835 members 
Mstep: Class 2 contains 25350 members 
Entering Unmasked Estep 
Score: -9253772.000000 Penalty: 5368.441406
	Iteration 1F: 3 clusters Score -9253772 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -9254274.000000 Penalty: 5368.441406
	Iteration 2Q: 3 clusters Score -9254274 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -9254764.000000 Penalty: 5368.441406
	Iteration 3Q: 3 clusters Score -9254764 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23951 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -9255352.000000 Penalty: 5368.441406
	Iteration 4Q: 3 clusters Score -9255352 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -9255999.000000 Penalty: 5368.441406
	Iteration 5Q: 3 clusters Score -9255999 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -9256830.000000 Penalty: 5368.441406
	Iteration 6Q: 3 clusters Score -9256830 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 28459 members 
Entering Unmasked Estep 
Score: -9258028.000000 Penalty: 5368.441406
	Iteration 7Q: 3 clusters Score -9258028 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -9259595.000000 Penalty: 5368.441406
	Iteration 8F: 3 clusters Score -9259595 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -9261511.000000 Penalty: 5368.441406
	Iteration 9F: 3 clusters Score -9261511 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -9263439.000000 Penalty: 5368.441406
	Iteration 10F: 3 clusters Score -9263439 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 31303 members 
Entering Unmasked Estep 
Score: -9264643.000000 Penalty: 5368.441406
	Iteration 11Q: 3 clusters Score -9264643 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -9265305.000000 Penalty: 5368.441406
	Iteration 12Q: 3 clusters Score -9265305 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -9265653.000000 Penalty: 5368.441406
	Iteration 13Q: 3 clusters Score -9265653 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -9265958.000000 Penalty: 5368.441406
	Iteration 14Q: 3 clusters Score -9265958 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -9266257.000000 Penalty: 5368.441406
	Iteration 15Q: 3 clusters Score -9266257 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -9266638.000000 Penalty: 5368.441406
	Iteration 16Q: 3 clusters Score -9266638 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 32253 members 
Entering Unmasked Estep 
Score: -9266967.000000 Penalty: 5368.441406
	Iteration 17Q: 3 clusters Score -9266967 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -9267309.000000 Penalty: 5368.441406
	Iteration 18Q: 3 clusters Score -9267309 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -9267740.000000 Penalty: 5368.441406
	Iteration 19Q: 3 clusters Score -9267740 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -9268122.000000 Penalty: 5368.441406
	Iteration 20F: 3 clusters Score -9268122 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 31712 members 
Entering Unmasked Estep 
Score: -9268488.000000 Penalty: 5368.441406
	Iteration 21Q: 3 clusters Score -9268488 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -9268881.000000 Penalty: 5368.441406
	Iteration 22Q: 3 clusters Score -9268881 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18955 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -9269198.000000 Penalty: 5368.441406
	Iteration 23Q: 3 clusters Score -9269198 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -9269487.000000 Penalty: 5368.441406
	Iteration 24Q: 3 clusters Score -9269487 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
Score: -9269738.000000 Penalty: 5368.441406
	Iteration 25Q: 3 clusters Score -9269738 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -9269873.000000 Penalty: 5368.441406
	Iteration 26Q: 3 clusters Score -9269873 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -9269985.000000 Penalty: 5368.441406
	Iteration 27Q: 3 clusters Score -9269985 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -9270137.000000 Penalty: 5368.441406
	Iteration 28Q: 3 clusters Score -9270137 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -9270192.000000 Penalty: 5368.441406
	Iteration 29Q: 3 clusters Score -9270192 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 29129 members 
Entering Unmasked Estep 
Score: -9270227.000000 Penalty: 5368.441406
	Iteration 30Q: 3 clusters Score -9270227 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -9270300.000000 Penalty: 5368.441406
	Iteration 31Q: 3 clusters Score -9270300 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -9270317.000000 Penalty: 5368.441406
	Iteration 32Q: 3 clusters Score -9270317 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -9270365.000000 Penalty: 5368.441406
	Iteration 33Q: 3 clusters Score -9270365 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -9270376.000000 Penalty: 5368.441406
	Iteration 34Q: 3 clusters Score -9270376 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -9270411.000000 Penalty: 5368.441406
	Iteration 35Q: 3 clusters Score -9270411 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -9270430.000000 Penalty: 5368.441406
	Iteration 36Q: 3 clusters Score -9270430 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -9270440.000000 Penalty: 5368.441406
	Iteration 37Q: 3 clusters Score -9270440 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -9270433.000000 Penalty: 5368.441406
	Iteration 38Q: 3 clusters Score -9270433 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 27068 members 
Entering Unmasked Estep 
Score: -9270452.000000 Penalty: 5368.441406
	Iteration 39Q: 3 clusters Score -9270452 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -9270449.000000 Penalty: 5368.441406
	Iteration 40F: 3 clusters Score -9270449 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -9270457.000000 Penalty: 5368.441406
	Iteration 41Q: 3 clusters Score -9270457 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -9270467.000000 Penalty: 5368.441406
	Iteration 42Q: 3 clusters Score -9270467 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 26414 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9270477 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 26341 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9270472 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9270466 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9270477 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24067 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9270470 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9270463 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24706 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 25349 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25080 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9270421 nChanged 110
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Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9270427 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9270452 nChanged 113
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Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9270414 nChanged 151
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Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9270427 nChanged 166
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Mstep: Class 1 contains 25734 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9270457 nChanged 184
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Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9270471 nChanged 208
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26124 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9270481 nChanged 204
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Mstep: Class 1 contains 26328 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9270507 nChanged 240
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Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9270534 nChanged 307
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Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9270548 nChanged 273
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 19846 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9270600 nChanged 352
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Mstep: Class 1 contains 31036 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9270570 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32153 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32831 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 33051 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9270569 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 33538 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 33702 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9270609 nChanged 131
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Mstep: Class 1 contains 33831 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9270632 nChanged 151
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Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 34122 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9270633 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9270655 nChanged 157
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Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9270661 nChanged 193
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Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9270666 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9270674 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9270686 nChanged 197
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Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9270700 nChanged 233
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Mstep: Class 1 contains 35609 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9270721 nChanged 215
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9270718 nChanged 254
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Mstep: Class 1 contains 36292 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36797 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9270715 nChanged 208
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9270743 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37189 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 37374 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37531 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9270770 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9270738 nChanged 181
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37867 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9270751 nChanged 119
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Mstep: Class 1 contains 37984 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9270761 nChanged 85
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9270763 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9270754 nChanged 69
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Mstep: Class 1 contains 38215 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9270770 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9270753 nChanged 30
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9270763 nChanged 35
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Mstep: Class 1 contains 38319 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9270763 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38333 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9270745 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9270757 nChanged 8
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Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9270752 nChanged 8
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Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9270748 nChanged 14
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9270742 nChanged 15
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Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9270746 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9270750 nChanged 11
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9270747 nChanged 12
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -9270754 nChanged 14
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9270757 nChanged 15
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9270756 nChanged 18
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -9270747 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -9270749.000000 Penalty: 5368.441406
	Iteration 135Q: 3 clusters Score -9270749 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -9270747.000000 Penalty: 5368.441406
	Iteration 136Q: 3 clusters Score -9270747 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -9270742.000000 Penalty: 5368.441406
	Iteration 137Q: 3 clusters Score -9270742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -9270742.000000 Penalty: 5368.441406
	Iteration 138Q: 3 clusters Score -9270742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -9270741.000000 Penalty: 5368.441406
	Iteration 139Q: 3 clusters Score -9270741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -9270743.000000 Penalty: 5368.441406
	Iteration 140F: 3 clusters Score -9270743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -9270742.000000 Penalty: 5368.441406
	Iteration 141Q: 3 clusters Score -9270742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -9270742.000000 Penalty: 5368.441406
	Iteration 142F: 3 clusters Score -9270742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43400 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 43934 members 
Mstep: Class 5 contains 44730 members 
Mstep: Class 6 contains 45429 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43449 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43191 members 
Mstep: Class 15 contains 44008 members 
Mstep: Class 16 contains 25812 members 
Mstep: Class 17 contains 38470 members 
Mstep: Class 18 contains 1616 members 
Mstep: Class 19 contains 46792 members 
Mstep: Class 20 contains 48925 members 
Mstep: Class 21 contains 11575 members 
Mstep: Class 22 contains 47291 members 
Mstep: Class 23 contains 38610 members 
Mstep: Class 24 contains 43324 members 
Entering Unmasked Estep 
Score: -111216544.000000 Penalty: 79364.328125
Splitting cluster 23 changes total score from -111217016.000000 to -111216544.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (43324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43324 members 
Entering Unmasked Estep 
Score: -7945875.500000 Penalty: 2647.762695
	Iteration 0F: 2 clusters Score -7945876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -7917631.500000 Penalty: 5295.525391
	Iteration 0F: 3 clusters Score -7917632 nChanged 19877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -7928414.500000 Penalty: 5295.525391
	Iteration 1F: 3 clusters Score -7928414 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -7929018.000000 Penalty: 5295.525391
	Iteration 2Q: 3 clusters Score -7929018 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -7929785.000000 Penalty: 5295.525391
	Iteration 3Q: 3 clusters Score -7929785 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -7930760.000000 Penalty: 5295.525391
	Iteration 4Q: 3 clusters Score -7930760 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -7932452.000000 Penalty: 5295.525391
	Iteration 5F: 3 clusters Score -7932452 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33892 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -7935218.500000 Penalty: 5295.525391
	Iteration 6F: 3 clusters Score -7935218 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -7938586.500000 Penalty: 5295.525391
	Iteration 7F: 3 clusters Score -7938586 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -7941539.000000 Penalty: 5295.525391
	Iteration 8F: 3 clusters Score -7941539 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42297 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -7942840.000000 Penalty: 5295.525391
	Iteration 9Q: 3 clusters Score -7942840 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42864 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -7943283.500000 Penalty: 5295.525391
	Iteration 10Q: 3 clusters Score -7943284 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43016 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7943412.500000 Penalty: 5295.525391
	Iteration 11Q: 3 clusters Score -7943412 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43061 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -7943464.000000 Penalty: 5295.525391
	Iteration 12Q: 3 clusters Score -7943464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43079 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -7943477.500000 Penalty: 5295.525391
	Iteration 13Q: 3 clusters Score -7943478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43088 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -7943497.000000 Penalty: 5295.525391
	Iteration 14Q: 3 clusters Score -7943497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7943501.000000 Penalty: 5295.525391
	Iteration 15Q: 3 clusters Score -7943501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7943509.000000 Penalty: 5295.525391
	Iteration 16Q: 3 clusters Score -7943509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43102 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -7943515.500000 Penalty: 5295.525391
	Iteration 17Q: 3 clusters Score -7943516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -7943509.000000 Penalty: 5295.525391
	Iteration 18Q: 3 clusters Score -7943509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43106 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -7943513.500000 Penalty: 5295.525391
	Iteration 19Q: 3 clusters Score -7943514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43109 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -7943513.000000 Penalty: 5295.525391
	Iteration 20F: 3 clusters Score -7943513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43111 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -7943516.500000 Penalty: 5295.525391
	Iteration 21Q: 3 clusters Score -7943516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -7943520.500000 Penalty: 5295.525391
	Iteration 22Q: 3 clusters Score -7943520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -7943520.500000 Penalty: 5295.525391
	Iteration 23F: 3 clusters Score -7943520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43400 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 43934 members 
Mstep: Class 5 contains 44730 members 
Mstep: Class 6 contains 45429 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43449 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43191 members 
Mstep: Class 15 contains 44008 members 
Mstep: Class 16 contains 25812 members 
Mstep: Class 17 contains 38470 members 
Mstep: Class 18 contains 1616 members 
Mstep: Class 19 contains 46792 members 
Mstep: Class 20 contains 48925 members 
Mstep: Class 22 contains 47291 members 
Mstep: Class 23 contains 50185 members 
Mstep: Class 24 contains 43324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217072.000000 Penalty: 76057.484375
Iteration 279Q: 24 clusters Score -1.112171e+08 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 43937 members 
Mstep: Class 5 contains 44716 members 
Mstep: Class 6 contains 45444 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43451 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 598 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43201 members 
Mstep: Class 15 contains 44003 members 
Mstep: Class 16 contains 25814 members 
Mstep: Class 17 contains 38490 members 
Mstep: Class 18 contains 1617 members 
Mstep: Class 19 contains 46790 members 
Mstep: Class 20 contains 48897 members 
Mstep: Class 22 contains 47297 members 
Mstep: Class 23 contains 50193 members 
Mstep: Class 24 contains 43321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217216.000000 Penalty: 76057.484375
Iteration 280F: 24 clusters Score -1.112172e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43389 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 43939 members 
Mstep: Class 5 contains 44709 members 
Mstep: Class 6 contains 45431 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43455 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 597 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43204 members 
Mstep: Class 15 contains 43998 members 
Mstep: Class 16 contains 25819 members 
Mstep: Class 17 contains 38499 members 
Mstep: Class 18 contains 1617 members 
Mstep: Class 19 contains 46785 members 
Mstep: Class 20 contains 48899 members 
Mstep: Class 22 contains 47302 members 
Mstep: Class 23 contains 50193 members 
Mstep: Class 24 contains 43318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217216.000000 Penalty: 76057.484375
Iteration 281Q: 24 clusters Score -1.112172e+08 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 43932 members 
Mstep: Class 5 contains 44695 members 
Mstep: Class 6 contains 45431 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43455 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43210 members 
Mstep: Class 15 contains 43982 members 
Mstep: Class 16 contains 25819 members 
Mstep: Class 17 contains 38513 members 
Mstep: Class 18 contains 1617 members 
Mstep: Class 19 contains 46795 members 
Mstep: Class 20 contains 48880 members 
Mstep: Class 22 contains 47299 members 
Mstep: Class 23 contains 50212 members 
Mstep: Class 24 contains 43323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217240.000000 Penalty: 76057.484375
Iteration 282Q: 24 clusters Score -1.112172e+08 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 43933 members 
Mstep: Class 5 contains 44678 members 
Mstep: Class 6 contains 45435 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43457 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43217 members 
Mstep: Class 15 contains 43979 members 
Mstep: Class 16 contains 25811 members 
Mstep: Class 17 contains 38525 members 
Mstep: Class 18 contains 1620 members 
Mstep: Class 19 contains 46800 members 
Mstep: Class 20 contains 48877 members 
Mstep: Class 22 contains 47300 members 
Mstep: Class 23 contains 50200 members 
Mstep: Class 24 contains 43320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217352.000000 Penalty: 76057.484375
Iteration 283Q: 24 clusters Score -1.112174e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43412 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 43944 members 
Mstep: Class 5 contains 44648 members 
Mstep: Class 6 contains 45437 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43462 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43212 members 
Mstep: Class 15 contains 43974 members 
Mstep: Class 16 contains 25808 members 
Mstep: Class 17 contains 38537 members 
Mstep: Class 18 contains 1620 members 
Mstep: Class 19 contains 46804 members 
Mstep: Class 20 contains 48863 members 
Mstep: Class 22 contains 47311 members 
Mstep: Class 23 contains 50209 members 
Mstep: Class 24 contains 43317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217264.000000 Penalty: 76057.484375
Iteration 284Q: 24 clusters Score -1.112173e+08 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 43939 members 
Mstep: Class 5 contains 44634 members 
Mstep: Class 6 contains 45437 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43468 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43226 members 
Mstep: Class 15 contains 43959 members 
Mstep: Class 16 contains 25804 members 
Mstep: Class 17 contains 38558 members 
Mstep: Class 18 contains 1620 members 
Mstep: Class 19 contains 46799 members 
Mstep: Class 20 contains 48854 members 
Mstep: Class 22 contains 47315 members 
Mstep: Class 23 contains 50206 members 
Mstep: Class 24 contains 43318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217040.000000 Penalty: 76057.484375
Iteration 285Q: 24 clusters Score -1.11217e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 43932 members 
Mstep: Class 5 contains 44632 members 
Mstep: Class 6 contains 45434 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43474 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43223 members 
Mstep: Class 15 contains 43945 members 
Mstep: Class 16 contains 25798 members 
Mstep: Class 17 contains 38563 members 
Mstep: Class 18 contains 1622 members 
Mstep: Class 19 contains 46792 members 
Mstep: Class 20 contains 48857 members 
Mstep: Class 22 contains 47333 members 
Mstep: Class 23 contains 50211 members 
Mstep: Class 24 contains 43314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217000.000000 Penalty: 76057.484375
Iteration 286Q: 24 clusters Score -1.11217e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 43929 members 
Mstep: Class 5 contains 44611 members 
Mstep: Class 6 contains 45424 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43473 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43208 members 
Mstep: Class 15 contains 43924 members 
Mstep: Class 16 contains 25795 members 
Mstep: Class 17 contains 38587 members 
Mstep: Class 18 contains 1625 members 
Mstep: Class 19 contains 46789 members 
Mstep: Class 20 contains 48868 members 
Mstep: Class 22 contains 47370 members 
Mstep: Class 23 contains 50208 members 
Mstep: Class 24 contains 43305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217008.000000 Penalty: 76057.484375
Iteration 287Q: 24 clusters Score -1.11217e+08 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43448 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 43921 members 
Mstep: Class 5 contains 44589 members 
Mstep: Class 6 contains 45420 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43469 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43219 members 
Mstep: Class 15 contains 43912 members 
Mstep: Class 16 contains 25795 members 
Mstep: Class 17 contains 38609 members 
Mstep: Class 18 contains 1626 members 
Mstep: Class 19 contains 46778 members 
Mstep: Class 20 contains 48872 members 
Mstep: Class 22 contains 47377 members 
Mstep: Class 23 contains 50225 members 
Mstep: Class 24 contains 43298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217088.000000 Penalty: 76057.484375
Iteration 288Q: 24 clusters Score -1.112171e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 43916 members 
Mstep: Class 5 contains 44586 members 
Mstep: Class 6 contains 45420 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43462 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43217 members 
Mstep: Class 15 contains 43912 members 
Mstep: Class 16 contains 25791 members 
Mstep: Class 17 contains 38622 members 
Mstep: Class 18 contains 1630 members 
Mstep: Class 19 contains 46780 members 
Mstep: Class 20 contains 48869 members 
Mstep: Class 22 contains 47373 members 
Mstep: Class 23 contains 50231 members 
Mstep: Class 24 contains 43288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217224.000000 Penalty: 76057.484375
Iteration 289Q: 24 clusters Score -1.112172e+08 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43464 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 43903 members 
Mstep: Class 5 contains 44594 members 
Mstep: Class 6 contains 45421 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43455 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43222 members 
Mstep: Class 15 contains 43919 members 
Mstep: Class 16 contains 25785 members 
Mstep: Class 17 contains 38628 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46781 members 
Mstep: Class 20 contains 48862 members 
Mstep: Class 22 contains 47362 members 
Mstep: Class 23 contains 50240 members 
Mstep: Class 24 contains 43291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217160.000000 Penalty: 76057.484375
Iteration 290Q: 24 clusters Score -1.112172e+08 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43454 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 43887 members 
Mstep: Class 5 contains 44619 members 
Mstep: Class 6 contains 45421 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43453 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43237 members 
Mstep: Class 15 contains 43909 members 
Mstep: Class 16 contains 25782 members 
Mstep: Class 17 contains 38633 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 46788 members 
Mstep: Class 20 contains 48869 members 
Mstep: Class 22 contains 47351 members 
Mstep: Class 23 contains 50237 members 
Mstep: Class 24 contains 43286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217152.000000 Penalty: 76057.484375
Iteration 291Q: 24 clusters Score -1.112172e+08 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 43878 members 
Mstep: Class 5 contains 44654 members 
Mstep: Class 6 contains 45427 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43451 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43232 members 
Mstep: Class 15 contains 43901 members 
Mstep: Class 16 contains 25782 members 
Mstep: Class 17 contains 38630 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 46786 members 
Mstep: Class 20 contains 48874 members 
Mstep: Class 22 contains 47319 members 
Mstep: Class 23 contains 50239 members 
Mstep: Class 24 contains 43292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217008.000000 Penalty: 76057.484375
Iteration 292Q: 24 clusters Score -1.11217e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 43877 members 
Mstep: Class 5 contains 44702 members 
Mstep: Class 6 contains 45423 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43453 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43239 members 
Mstep: Class 15 contains 43886 members 
Mstep: Class 16 contains 25776 members 
Mstep: Class 17 contains 38627 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46782 members 
Mstep: Class 20 contains 48871 members 
Mstep: Class 22 contains 47287 members 
Mstep: Class 23 contains 50255 members 
Mstep: Class 24 contains 43284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217112.000000 Penalty: 76057.484375
Iteration 293Q: 24 clusters Score -1.112171e+08 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 43876 members 
Mstep: Class 5 contains 44725 members 
Mstep: Class 6 contains 45416 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43433 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43263 members 
Mstep: Class 15 contains 43865 members 
Mstep: Class 16 contains 25771 members 
Mstep: Class 17 contains 38638 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46785 members 
Mstep: Class 20 contains 48851 members 
Mstep: Class 22 contains 47274 members 
Mstep: Class 23 contains 50278 members 
Mstep: Class 24 contains 43289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217080.000000 Penalty: 76057.484375
Iteration 294Q: 24 clusters Score -1.112171e+08 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 43862 members 
Mstep: Class 5 contains 44757 members 
Mstep: Class 6 contains 45406 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43417 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43289 members 
Mstep: Class 15 contains 43861 members 
Mstep: Class 16 contains 25768 members 
Mstep: Class 17 contains 38648 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 46780 members 
Mstep: Class 20 contains 48838 members 
Mstep: Class 22 contains 47246 members 
Mstep: Class 23 contains 50303 members 
Mstep: Class 24 contains 43288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217232.000000 Penalty: 76057.484375
Iteration 295Q: 24 clusters Score -1.112172e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43461 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 43850 members 
Mstep: Class 5 contains 44786 members 
Mstep: Class 6 contains 45403 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43402 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43312 members 
Mstep: Class 15 contains 43851 members 
Mstep: Class 16 contains 25764 members 
Mstep: Class 17 contains 38642 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 46773 members 
Mstep: Class 20 contains 48842 members 
Mstep: Class 22 contains 47245 members 
Mstep: Class 23 contains 50310 members 
Mstep: Class 24 contains 43285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217256.000000 Penalty: 76057.484375
Iteration 296Q: 24 clusters Score -1.112173e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 43848 members 
Mstep: Class 5 contains 44799 members 
Mstep: Class 6 contains 45402 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43409 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43327 members 
Mstep: Class 15 contains 43816 members 
Mstep: Class 16 contains 25761 members 
Mstep: Class 17 contains 38646 members 
Mstep: Class 18 contains 1634 members 
Mstep: Class 19 contains 46771 members 
Mstep: Class 20 contains 48847 members 
Mstep: Class 22 contains 47247 members 
Mstep: Class 23 contains 50310 members 
Mstep: Class 24 contains 43287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217152.000000 Penalty: 76057.484375
Iteration 297Q: 24 clusters Score -1.112172e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 43847 members 
Mstep: Class 5 contains 44805 members 
Mstep: Class 6 contains 45398 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43400 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43351 members 
Mstep: Class 15 contains 43803 members 
Mstep: Class 16 contains 25760 members 
Mstep: Class 17 contains 38653 members 
Mstep: Class 18 contains 1636 members 
Mstep: Class 19 contains 46766 members 
Mstep: Class 20 contains 48857 members 
Mstep: Class 22 contains 47242 members 
Mstep: Class 23 contains 50310 members 
Mstep: Class 24 contains 43284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217056.000000 Penalty: 76057.484375
Iteration 298Q: 24 clusters Score -1.112171e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43448 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 43840 members 
Mstep: Class 5 contains 44824 members 
Mstep: Class 6 contains 45390 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43387 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43372 members 
Mstep: Class 15 contains 43808 members 
Mstep: Class 16 contains 25757 members 
Mstep: Class 17 contains 38654 members 
Mstep: Class 18 contains 1638 members 
Mstep: Class 19 contains 46767 members 
Mstep: Class 20 contains 48850 members 
Mstep: Class 22 contains 47236 members 
Mstep: Class 23 contains 50310 members 
Mstep: Class 24 contains 43277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217128.000000 Penalty: 76057.484375
Iteration 299Q: 24 clusters Score -1.112171e+08 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 43839 members 
Mstep: Class 5 contains 44825 members 
Mstep: Class 6 contains 45383 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43383 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43378 members 
Mstep: Class 15 contains 43821 members 
Mstep: Class 16 contains 25754 members 
Mstep: Class 17 contains 38653 members 
Mstep: Class 18 contains 1638 members 
Mstep: Class 19 contains 46769 members 
Mstep: Class 20 contains 48846 members 
Mstep: Class 22 contains 47232 members 
Mstep: Class 23 contains 50319 members 
Mstep: Class 24 contains 43272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217256.000000 Penalty: 76057.484375
Iteration 300F: 24 clusters Score -1.112173e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 43832 members 
Mstep: Class 5 contains 44823 members 
Mstep: Class 6 contains 45380 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43380 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43387 members 
Mstep: Class 15 contains 43833 members 
Mstep: Class 16 contains 25753 members 
Mstep: Class 17 contains 38658 members 
Mstep: Class 18 contains 1637 members 
Mstep: Class 19 contains 46763 members 
Mstep: Class 20 contains 48851 members 
Mstep: Class 22 contains 47236 members 
Mstep: Class 23 contains 50319 members 
Mstep: Class 24 contains 43264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217176.000000 Penalty: 76057.484375
Iteration 301Q: 24 clusters Score -1.112172e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 43830 members 
Mstep: Class 5 contains 44821 members 
Mstep: Class 6 contains 45378 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43390 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43380 members 
Mstep: Class 15 contains 43840 members 
Mstep: Class 16 contains 25752 members 
Mstep: Class 17 contains 38660 members 
Mstep: Class 18 contains 1637 members 
Mstep: Class 19 contains 46758 members 
Mstep: Class 20 contains 48849 members 
Mstep: Class 22 contains 47228 members 
Mstep: Class 23 contains 50335 members 
Mstep: Class 24 contains 43267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217048.000000 Penalty: 76057.484375
Iteration 302Q: 24 clusters Score -1.11217e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 43824 members 
Mstep: Class 5 contains 44827 members 
Mstep: Class 6 contains 45377 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43390 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43390 members 
Mstep: Class 15 contains 43840 members 
Mstep: Class 16 contains 25750 members 
Mstep: Class 17 contains 38660 members 
Mstep: Class 18 contains 1637 members 
Mstep: Class 19 contains 46759 members 
Mstep: Class 20 contains 48856 members 
Mstep: Class 22 contains 47232 members 
Mstep: Class 23 contains 50334 members 
Mstep: Class 24 contains 43259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216968.000000 Penalty: 76057.484375
Iteration 303Q: 24 clusters Score -1.11217e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 43824 members 
Mstep: Class 5 contains 44820 members 
Mstep: Class 6 contains 45382 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43394 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43396 members 
Mstep: Class 15 contains 43838 members 
Mstep: Class 16 contains 25745 members 
Mstep: Class 17 contains 38668 members 
Mstep: Class 18 contains 1637 members 
Mstep: Class 19 contains 46758 members 
Mstep: Class 20 contains 48867 members 
Mstep: Class 22 contains 47229 members 
Mstep: Class 23 contains 50339 members 
Mstep: Class 24 contains 43247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216944.000000 Penalty: 76057.484375
Iteration 304Q: 24 clusters Score -1.112169e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 43827 members 
Mstep: Class 5 contains 44812 members 
Mstep: Class 6 contains 45379 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43384 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43393 members 
Mstep: Class 15 contains 43849 members 
Mstep: Class 16 contains 25743 members 
Mstep: Class 17 contains 38670 members 
Mstep: Class 18 contains 1637 members 
Mstep: Class 19 contains 46754 members 
Mstep: Class 20 contains 48876 members 
Mstep: Class 22 contains 47244 members 
Mstep: Class 23 contains 50338 members 
Mstep: Class 24 contains 43243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216952.000000 Penalty: 76057.484375
Iteration 305Q: 24 clusters Score -1.11217e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43407 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 43821 members 
Mstep: Class 5 contains 44807 members 
Mstep: Class 6 contains 45380 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43388 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43393 members 
Mstep: Class 15 contains 43857 members 
Mstep: Class 16 contains 25740 members 
Mstep: Class 17 contains 38663 members 
Mstep: Class 18 contains 1638 members 
Mstep: Class 19 contains 46755 members 
Mstep: Class 20 contains 48883 members 
Mstep: Class 22 contains 47241 members 
Mstep: Class 23 contains 50341 members 
Mstep: Class 24 contains 43244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216960.000000 Penalty: 76057.484375
Iteration 306Q: 24 clusters Score -1.11217e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 43828 members 
Mstep: Class 5 contains 44797 members 
Mstep: Class 6 contains 45377 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43385 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43409 members 
Mstep: Class 15 contains 43864 members 
Mstep: Class 16 contains 25740 members 
Mstep: Class 17 contains 38649 members 
Mstep: Class 18 contains 1638 members 
Mstep: Class 19 contains 46755 members 
Mstep: Class 20 contains 48884 members 
Mstep: Class 22 contains 47242 members 
Mstep: Class 23 contains 50341 members 
Mstep: Class 24 contains 43245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216984.000000 Penalty: 76057.484375
Iteration 307Q: 24 clusters Score -1.11217e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43411 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 43825 members 
Mstep: Class 5 contains 44789 members 
Mstep: Class 6 contains 45383 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43388 members 
Mstep: Class 9 contains 1294 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43410 members 
Mstep: Class 15 contains 43869 members 
Mstep: Class 16 contains 25739 members 
Mstep: Class 17 contains 38647 members 
Mstep: Class 18 contains 1637 members 
Mstep: Class 19 contains 46752 members 
Mstep: Class 20 contains 48892 members 
Mstep: Class 22 contains 47247 members 
Mstep: Class 23 contains 50334 members 
Mstep: Class 24 contains 43237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216992.000000 Penalty: 76057.484375
Iteration 308Q: 24 clusters Score -1.11217e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 43827 members 
Mstep: Class 5 contains 44785 members 
Mstep: Class 6 contains 45379 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43393 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43406 members 
Mstep: Class 15 contains 43862 members 
Mstep: Class 16 contains 25741 members 
Mstep: Class 17 contains 38644 members 
Mstep: Class 18 contains 1637 members 
Mstep: Class 19 contains 46745 members 
Mstep: Class 20 contains 48907 members 
Mstep: Class 22 contains 47249 members 
Mstep: Class 23 contains 50326 members 
Mstep: Class 24 contains 43238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216864.000000 Penalty: 76057.484375
Iteration 309Q: 24 clusters Score -1.112169e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43411 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 43833 members 
Mstep: Class 5 contains 44778 members 
Mstep: Class 6 contains 45382 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43398 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43406 members 
Mstep: Class 15 contains 43868 members 
Mstep: Class 16 contains 25739 members 
Mstep: Class 17 contains 38636 members 
Mstep: Class 18 contains 1638 members 
Mstep: Class 19 contains 46745 members 
Mstep: Class 20 contains 48925 members 
Mstep: Class 22 contains 47248 members 
Mstep: Class 23 contains 50313 members 
Mstep: Class 24 contains 43239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216904.000000 Penalty: 76057.484375
Iteration 310Q: 24 clusters Score -1.112169e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43411 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 43841 members 
Mstep: Class 5 contains 44771 members 
Mstep: Class 6 contains 45384 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43398 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43404 members 
Mstep: Class 15 contains 43879 members 
Mstep: Class 16 contains 25736 members 
Mstep: Class 17 contains 38632 members 
Mstep: Class 18 contains 1640 members 
Mstep: Class 19 contains 46752 members 
Mstep: Class 20 contains 48927 members 
Mstep: Class 22 contains 47241 members 
Mstep: Class 23 contains 50302 members 
Mstep: Class 24 contains 43241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216776.000000 Penalty: 76057.484375
Iteration 311Q: 24 clusters Score -1.112168e+08 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 43841 members 
Mstep: Class 5 contains 44755 members 
Mstep: Class 6 contains 45392 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43394 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43393 members 
Mstep: Class 15 contains 43891 members 
Mstep: Class 16 contains 25733 members 
Mstep: Class 17 contains 38627 members 
Mstep: Class 18 contains 1641 members 
Mstep: Class 19 contains 46759 members 
Mstep: Class 20 contains 48938 members 
Mstep: Class 22 contains 47243 members 
Mstep: Class 23 contains 50295 members 
Mstep: Class 24 contains 43244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216752.000000 Penalty: 76057.484375
Iteration 312Q: 24 clusters Score -1.112168e+08 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43412 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 43840 members 
Mstep: Class 5 contains 44725 members 
Mstep: Class 6 contains 45384 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43392 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43398 members 
Mstep: Class 15 contains 43892 members 
Mstep: Class 16 contains 25733 members 
Mstep: Class 17 contains 38624 members 
Mstep: Class 18 contains 1642 members 
Mstep: Class 19 contains 46768 members 
Mstep: Class 20 contains 48948 members 
Mstep: Class 22 contains 47262 members 
Mstep: Class 23 contains 50286 members 
Mstep: Class 24 contains 43253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216696.000000 Penalty: 76057.484375
Iteration 313Q: 24 clusters Score -1.112167e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 43835 members 
Mstep: Class 5 contains 44720 members 
Mstep: Class 6 contains 45383 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43385 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43396 members 
Mstep: Class 15 contains 43903 members 
Mstep: Class 16 contains 25730 members 
Mstep: Class 17 contains 38632 members 
Mstep: Class 18 contains 1643 members 
Mstep: Class 19 contains 46767 members 
Mstep: Class 20 contains 48961 members 
Mstep: Class 22 contains 47243 members 
Mstep: Class 23 contains 50281 members 
Mstep: Class 24 contains 43262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216640.000000 Penalty: 76057.484375
Iteration 314Q: 24 clusters Score -1.112166e+08 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 43829 members 
Mstep: Class 5 contains 44727 members 
Mstep: Class 6 contains 45378 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43373 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43400 members 
Mstep: Class 15 contains 43928 members 
Mstep: Class 16 contains 25729 members 
Mstep: Class 17 contains 38643 members 
Mstep: Class 18 contains 1642 members 
Mstep: Class 19 contains 46766 members 
Mstep: Class 20 contains 48966 members 
Mstep: Class 22 contains 47220 members 
Mstep: Class 23 contains 50277 members 
Mstep: Class 24 contains 43266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216712.000000 Penalty: 76057.484375
Iteration 315Q: 24 clusters Score -1.112167e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 43826 members 
Mstep: Class 5 contains 44733 members 
Mstep: Class 6 contains 45376 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43372 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43403 members 
Mstep: Class 15 contains 43941 members 
Mstep: Class 16 contains 25728 members 
Mstep: Class 17 contains 38648 members 
Mstep: Class 18 contains 1642 members 
Mstep: Class 19 contains 46768 members 
Mstep: Class 20 contains 48978 members 
Mstep: Class 22 contains 47187 members 
Mstep: Class 23 contains 50267 members 
Mstep: Class 24 contains 43272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216576.000000 Penalty: 76057.484375
Iteration 316Q: 24 clusters Score -1.112166e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 43811 members 
Mstep: Class 5 contains 44731 members 
Mstep: Class 6 contains 45368 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43375 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43406 members 
Mstep: Class 15 contains 43963 members 
Mstep: Class 16 contains 25727 members 
Mstep: Class 17 contains 38656 members 
Mstep: Class 18 contains 1642 members 
Mstep: Class 19 contains 46769 members 
Mstep: Class 20 contains 48986 members 
Mstep: Class 22 contains 47164 members 
Mstep: Class 23 contains 50268 members 
Mstep: Class 24 contains 43276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216664.000000 Penalty: 76057.484375
Iteration 317Q: 24 clusters Score -1.112167e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 43810 members 
Mstep: Class 5 contains 44733 members 
Mstep: Class 6 contains 45362 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43382 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43395 members 
Mstep: Class 15 contains 43986 members 
Mstep: Class 16 contains 25724 members 
Mstep: Class 17 contains 38667 members 
Mstep: Class 18 contains 1642 members 
Mstep: Class 19 contains 46777 members 
Mstep: Class 20 contains 48977 members 
Mstep: Class 22 contains 47136 members 
Mstep: Class 23 contains 50272 members 
Mstep: Class 24 contains 43278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216848.000000 Penalty: 76057.484375
Iteration 318Q: 24 clusters Score -1.112168e+08 nChanged 290
Entering ConstructFrom: 
Score: -111216848.000000 Penalty: 76057.484375
Entering ConstructFrom: 
Trying to split cluster 1 (43423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43423 members 
Entering Unmasked Estep 
Score: -7949947.000000 Penalty: 2648.328613
	Iteration 0F: 2 clusters Score -7949947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -7921163.500000 Penalty: 5296.657227
	Iteration 0F: 3 clusters Score -7921164 nChanged 20009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -7932092.500000 Penalty: 5296.657227
	Iteration 1F: 3 clusters Score -7932092 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -7932535.500000 Penalty: 5296.657227
	Iteration 2Q: 3 clusters Score -7932536 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -7932965.000000 Penalty: 5296.657227
	Iteration 3Q: 3 clusters Score -7932965 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -7933543.000000 Penalty: 5296.657227
	Iteration 4Q: 3 clusters Score -7933543 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -7934363.500000 Penalty: 5296.657227
	Iteration 5Q: 3 clusters Score -7934364 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -7935638.500000 Penalty: 5296.657227
	Iteration 6F: 3 clusters Score -7935638 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 31743 members 
Entering Unmasked Estep 
Score: -7937884.500000 Penalty: 5296.657227
	Iteration 7F: 3 clusters Score -7937884 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -7940958.500000 Penalty: 5296.657227
	Iteration 8F: 3 clusters Score -7940958 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -7943975.500000 Penalty: 5296.657227
	Iteration 9F: 3 clusters Score -7943976 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -7946096.000000 Penalty: 5296.657227
	Iteration 10F: 3 clusters Score -7946096 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -7947146.000000 Penalty: 5296.657227
	Iteration 11Q: 3 clusters Score -7947146 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 42162 members 
Entering Unmasked Estep 
Score: -7947595.000000 Penalty: 5296.657227
	Iteration 12Q: 3 clusters Score -7947595 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 42336 members 
Entering Unmasked Estep 
Score: -7947831.500000 Penalty: 5296.657227
	Iteration 13Q: 3 clusters Score -7947832 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -7947989.500000 Penalty: 5296.657227
	Iteration 14Q: 3 clusters Score -7947990 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
Score: -7948081.000000 Penalty: 5296.657227
	Iteration 15Q: 3 clusters Score -7948081 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
Score: -7948121.000000 Penalty: 5296.657227
	Iteration 16Q: 3 clusters Score -7948121 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -7948162.500000 Penalty: 5296.657227
	Iteration 17Q: 3 clusters Score -7948162 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 42457 members 
Entering Unmasked Estep 
Score: -7948177.000000 Penalty: 5296.657227
	Iteration 18Q: 3 clusters Score -7948177 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 42459 members 
Entering Unmasked Estep 
Score: -7948189.000000 Penalty: 5296.657227
	Iteration 19Q: 3 clusters Score -7948189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -7948191.500000 Penalty: 5296.657227
	Iteration 20F: 3 clusters Score -7948192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -7948208.000000 Penalty: 5296.657227
	Iteration 21Q: 3 clusters Score -7948208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 42457 members 
Entering Unmasked Estep 
Score: -7948207.000000 Penalty: 5296.657227
	Iteration 22Q: 3 clusters Score -7948207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -7948220.500000 Penalty: 5296.657227
	Iteration 23Q: 3 clusters Score -7948220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -7948218.000000 Penalty: 5296.657227
	Iteration 24Q: 3 clusters Score -7948218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 42457 members 
Entering Unmasked Estep 
Score: -7948217.000000 Penalty: 5296.657227
	Iteration 25Q: 3 clusters Score -7948217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 42457 members 
Entering Unmasked Estep 
Score: -7948214.500000 Penalty: 5296.657227
	Iteration 26Q: 3 clusters Score -7948214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -7948214.000000 Penalty: 5296.657227
	Iteration 27Q: 3 clusters Score -7948214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 42455 members 
Entering Unmasked Estep 
Score: -7948217.000000 Penalty: 5296.657227
	Iteration 28Q: 3 clusters Score -7948217 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -7948218.500000 Penalty: 5296.657227
	Iteration 29Q: 3 clusters Score -7948218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -7948212.000000 Penalty: 5296.657227
	Iteration 30Q: 3 clusters Score -7948212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -7948212.000000 Penalty: 5296.657227
	Iteration 31F: 3 clusters Score -7948212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -28538.332031 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -28538.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -27408.738281 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -27408.74 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -27689.191406 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -27689.19 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -27899.613281 Penalty: 2933.097656
	Iteration 2F: 3 clusters Score -27899.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -27973.537109 Penalty: 2933.097656
	Iteration 3Q: 3 clusters Score -27973.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -27999.138672 Penalty: 2933.097656
	Iteration 4Q: 3 clusters Score -27999.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -28017.912109 Penalty: 2933.097656
	Iteration 5Q: 3 clusters Score -28017.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -28033.041016 Penalty: 2933.097656
	Iteration 6Q: 3 clusters Score -28033.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -28034.753906 Penalty: 2933.097656
	Iteration 7Q: 3 clusters Score -28034.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -28037.656250 Penalty: 2933.097656
	Iteration 8Q: 3 clusters Score -28037.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -28041.207031 Penalty: 2933.097656
	Iteration 9Q: 3 clusters Score -28041.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -28047.214844 Penalty: 2933.097656
	Iteration 10Q: 3 clusters Score -28047.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -28047.214844 Penalty: 2933.097656
	Iteration 11F: 3 clusters Score -28047.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Entering Unmasked Estep 
Score: -404363.187500 Penalty: 1927.329224
	Iteration 0F: 2 clusters Score -404363.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -401540.468750 Penalty: 3854.658447
	Iteration 0F: 3 clusters Score -401540.5 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -402227.718750 Penalty: 3854.658447
	Iteration 1F: 3 clusters Score -402227.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -402499.843750 Penalty: 3854.658447
	Iteration 2F: 3 clusters Score -402499.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -402679.500000 Penalty: 3854.658447
	Iteration 3F: 3 clusters Score -402679.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -402808.750000 Penalty: 3854.658447
	Iteration 4F: 3 clusters Score -402808.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -402908.406250 Penalty: 3854.658447
	Iteration 5Q: 3 clusters Score -402908.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -403013.687500 Penalty: 3854.658447
	Iteration 6Q: 3 clusters Score -403013.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -403172.062500 Penalty: 3854.658447
	Iteration 7Q: 3 clusters Score -403172.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -403360.906250 Penalty: 3854.658447
	Iteration 8Q: 3 clusters Score -403360.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -403571.750000 Penalty: 3854.658447
	Iteration 9Q: 3 clusters Score -403571.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -403721.406250 Penalty: 3854.658447
	Iteration 10Q: 3 clusters Score -403721.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -403796.093750 Penalty: 3854.658447
	Iteration 11Q: 3 clusters Score -403796.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -403836.781250 Penalty: 3854.658447
	Iteration 12Q: 3 clusters Score -403836.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -403863.406250 Penalty: 3854.658447
	Iteration 13Q: 3 clusters Score -403863.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -403878.281250 Penalty: 3854.658447
	Iteration 14Q: 3 clusters Score -403878.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -403887.625000 Penalty: 3854.658447
	Iteration 15Q: 3 clusters Score -403887.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -403889.531250 Penalty: 3854.658447
	Iteration 16Q: 3 clusters Score -403889.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -403893.000000 Penalty: 3854.658447
	Iteration 17Q: 3 clusters Score -403893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -403895.718750 Penalty: 3854.658447
	Iteration 18Q: 3 clusters Score -403895.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -403896.625000 Penalty: 3854.658447
	Iteration 19Q: 3 clusters Score -403896.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -403897.125000 Penalty: 3854.658447
	Iteration 20F: 3 clusters Score -403897.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Entering Unmasked Estep 
Score: -8013941.500000 Penalty: 2650.489502
	Iteration 0F: 2 clusters Score -8013942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -7984884.500000 Penalty: 5300.979004
	Iteration 0F: 3 clusters Score -7984884 nChanged 20192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -7995835.500000 Penalty: 5300.979004
	Iteration 1F: 3 clusters Score -7995836 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -7996346.000000 Penalty: 5300.979004
	Iteration 2Q: 3 clusters Score -7996346 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -7996760.500000 Penalty: 5300.979004
	Iteration 3Q: 3 clusters Score -7996760 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -7997154.500000 Penalty: 5300.979004
	Iteration 4Q: 3 clusters Score -7997154 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 22315 members 
Entering Unmasked Estep 
Score: -7997611.500000 Penalty: 5300.979004
	Iteration 5Q: 3 clusters Score -7997612 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -7998123.000000 Penalty: 5300.979004
	Iteration 6Q: 3 clusters Score -7998123 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -7998744.500000 Penalty: 5300.979004
	Iteration 7Q: 3 clusters Score -7998744 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -7999625.500000 Penalty: 5300.979004
	Iteration 8Q: 3 clusters Score -7999626 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -8000670.000000 Penalty: 5300.979004
	Iteration 9Q: 3 clusters Score -8000670 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -8002051.500000 Penalty: 5300.979004
	Iteration 10F: 3 clusters Score -8002052 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -8003749.000000 Penalty: 5300.979004
	Iteration 11F: 3 clusters Score -8003749 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -8005340.000000 Penalty: 5300.979004
	Iteration 12F: 3 clusters Score -8005340 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -8006326.000000 Penalty: 5300.979004
	Iteration 13Q: 3 clusters Score -8006326 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -8006790.000000 Penalty: 5300.979004
	Iteration 14Q: 3 clusters Score -8006790 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -8007025.000000 Penalty: 5300.979004
	Iteration 15Q: 3 clusters Score -8007025 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -8007242.500000 Penalty: 5300.979004
	Iteration 16Q: 3 clusters Score -8007242 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -8007440.500000 Penalty: 5300.979004
	Iteration 17Q: 3 clusters Score -8007440 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -8007636.500000 Penalty: 5300.979004
	Iteration 18Q: 3 clusters Score -8007636 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -8007796.000000 Penalty: 5300.979004
	Iteration 19Q: 3 clusters Score -8007796 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -8007938.500000 Penalty: 5300.979004
	Iteration 20F: 3 clusters Score -8007938 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -8008102.500000 Penalty: 5300.979004
	Iteration 21Q: 3 clusters Score -8008102 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -8008330.500000 Penalty: 5300.979004
	Iteration 22Q: 3 clusters Score -8008330 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -8008571.500000 Penalty: 5300.979004
	Iteration 23Q: 3 clusters Score -8008572 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -8008793.000000 Penalty: 5300.979004
	Iteration 24Q: 3 clusters Score -8008793 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -8009014.500000 Penalty: 5300.979004
	Iteration 25Q: 3 clusters Score -8009014 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -8009220.000000 Penalty: 5300.979004
	Iteration 26Q: 3 clusters Score -8009220 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -8009418.500000 Penalty: 5300.979004
	Iteration 27Q: 3 clusters Score -8009418 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8009595 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -8009765.000000 Penalty: 5300.979004
	Iteration 29Q: 3 clusters Score -8009765 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -8009940.500000 Penalty: 5300.979004
	Iteration 30Q: 3 clusters Score -8009940 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8010096 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -8010276.000000 Penalty: 5300.979004
	Iteration 32Q: 3 clusters Score -8010276 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8010429 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33930 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -8010583.500000 Penalty: 5300.979004
	Iteration 34Q: 3 clusters Score -8010584 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8010700 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34777 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8010777 nChanged 407
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8010862 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -8010932.500000 Penalty: 5300.979004
	Iteration 38Q: 3 clusters Score -8010932 nChanged 348
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35903 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -8011017.500000 Penalty: 5300.979004
	Iteration 39Q: 3 clusters Score -8011018 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -8011070.500000 Penalty: 5300.979004
	Iteration 40F: 3 clusters Score -8011070 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -8011162.500000 Penalty: 5300.979004
	Iteration 41Q: 3 clusters Score -8011162 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8011255 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -8011331.500000 Penalty: 5300.979004
	Iteration 43Q: 3 clusters Score -8011332 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37439 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8011398 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8011425 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -8011439.500000 Penalty: 5300.979004
	Iteration 46Q: 3 clusters Score -8011440 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38154 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -8011494.500000 Penalty: 5300.979004
	Iteration 47Q: 3 clusters Score -8011494 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8011555 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -8011595.500000 Penalty: 5300.979004
	Iteration 49Q: 3 clusters Score -8011596 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38754 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -8011606.000000 Penalty: 5300.979004
	Iteration 50Q: 3 clusters Score -8011606 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38964 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8011680 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8011755 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39383 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8011789 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39569 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8011827 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8011862 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8011890 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -8011921.000000 Penalty: 5300.979004
	Iteration 57Q: 3 clusters Score -8011921 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -8011948.500000 Penalty: 5300.979004
	Iteration 58Q: 3 clusters Score -8011948 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -8011989.500000 Penalty: 5300.979004
	Iteration 59Q: 3 clusters Score -8011990 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -8011999.500000 Penalty: 5300.979004
	Iteration 60F: 3 clusters Score -8012000 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40582 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -8012029.500000 Penalty: 5300.979004
	Iteration 61Q: 3 clusters Score -8012030 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40689 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8012044 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40789 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8012064 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40867 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8012084 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40945 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8012106 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8012128 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41093 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -8012155.000000 Penalty: 5300.979004
	Iteration 67Q: 3 clusters Score -8012155 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41151 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -8012158.500000 Penalty: 5300.979004
	Iteration 68Q: 3 clusters Score -8012158 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41197 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -8012177.000000 Penalty: 5300.979004
	Iteration 69Q: 3 clusters Score -8012177 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41247 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -8012202.000000 Penalty: 5300.979004
	Iteration 70Q: 3 clusters Score -8012202 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -8012203.500000 Penalty: 5300.979004
	Iteration 71Q: 3 clusters Score -8012204 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41330 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -8012190.500000 Penalty: 5300.979004
	Iteration 72Q: 3 clusters Score -8012190 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41374 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -8012214.500000 Penalty: 5300.979004
	Iteration 73Q: 3 clusters Score -8012214 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41416 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -8012209.000000 Penalty: 5300.979004
	Iteration 74Q: 3 clusters Score -8012209 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41447 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -8012217.000000 Penalty: 5300.979004
	Iteration 75Q: 3 clusters Score -8012217 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -8012218.000000 Penalty: 5300.979004
	Iteration 76Q: 3 clusters Score -8012218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -8012213.500000 Penalty: 5300.979004
	Iteration 77Q: 3 clusters Score -8012214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -8012213.500000 Penalty: 5300.979004
	Iteration 78Q: 3 clusters Score -8012214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41529 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -8012219.000000 Penalty: 5300.979004
	Iteration 79Q: 3 clusters Score -8012219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -8012218.500000 Penalty: 5300.979004
	Iteration 80F: 3 clusters Score -8012218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -8012221.000000 Penalty: 5300.979004
	Iteration 81Q: 3 clusters Score -8012221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -8012224.000000 Penalty: 5300.979004
	Iteration 82Q: 3 clusters Score -8012224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -8012233.500000 Penalty: 5300.979004
	Iteration 83Q: 3 clusters Score -8012234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -8012227.000000 Penalty: 5300.979004
	Iteration 84Q: 3 clusters Score -8012227 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -8012230.500000 Penalty: 5300.979004
	Iteration 85Q: 3 clusters Score -8012230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -8012230.000000 Penalty: 5300.979004
	Iteration 86Q: 3 clusters Score -8012230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -8012235.500000 Penalty: 5300.979004
	Iteration 87Q: 3 clusters Score -8012236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -8012228.500000 Penalty: 5300.979004
	Iteration 88Q: 3 clusters Score -8012228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -8012225.000000 Penalty: 5300.979004
	Iteration 89Q: 3 clusters Score -8012225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41635 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -8012230.500000 Penalty: 5300.979004
	Iteration 90Q: 3 clusters Score -8012230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -8012231.500000 Penalty: 5300.979004
	Iteration 91Q: 3 clusters Score -8012232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41656 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -8012233.000000 Penalty: 5300.979004
	Iteration 92Q: 3 clusters Score -8012233 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41675 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -8012213.000000 Penalty: 5300.979004
	Iteration 93Q: 3 clusters Score -8012213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -8012211.500000 Penalty: 5300.979004
	Iteration 94Q: 3 clusters Score -8012212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41697 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -8012212.000000 Penalty: 5300.979004
	Iteration 95Q: 3 clusters Score -8012212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41705 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -8012217.000000 Penalty: 5300.979004
	Iteration 96Q: 3 clusters Score -8012217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -8012222.000000 Penalty: 5300.979004
	Iteration 97Q: 3 clusters Score -8012222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41723 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -8012237.500000 Penalty: 5300.979004
	Iteration 98Q: 3 clusters Score -8012238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41731 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -8012228.000000 Penalty: 5300.979004
	Iteration 99Q: 3 clusters Score -8012228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -8012235.500000 Penalty: 5300.979004
	Iteration 100F: 3 clusters Score -8012236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -8012232.000000 Penalty: 5300.979004
	Iteration 101Q: 3 clusters Score -8012232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -8012234.500000 Penalty: 5300.979004
	Iteration 102Q: 3 clusters Score -8012234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -8012244.500000 Penalty: 5300.979004
	Iteration 103Q: 3 clusters Score -8012244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -8012250.000000 Penalty: 5300.979004
	Iteration 104Q: 3 clusters Score -8012250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -8012249.000000 Penalty: 5300.979004
	Iteration 105Q: 3 clusters Score -8012249 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -8012256.500000 Penalty: 5300.979004
	Iteration 106Q: 3 clusters Score -8012256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41777 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -8012253.000000 Penalty: 5300.979004
	Iteration 107Q: 3 clusters Score -8012253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -8012252.000000 Penalty: 5300.979004
	Iteration 108Q: 3 clusters Score -8012252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41779 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -8012254.500000 Penalty: 5300.979004
	Iteration 109Q: 3 clusters Score -8012254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -8012250.000000 Penalty: 5300.979004
	Iteration 110Q: 3 clusters Score -8012250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -8012247.500000 Penalty: 5300.979004
	Iteration 111Q: 3 clusters Score -8012248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41786 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -8012251.000000 Penalty: 5300.979004
	Iteration 112Q: 3 clusters Score -8012251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -8012246.500000 Penalty: 5300.979004
	Iteration 113Q: 3 clusters Score -8012246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -8012254.000000 Penalty: 5300.979004
	Iteration 114Q: 3 clusters Score -8012254 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -8012251.500000 Penalty: 5300.979004
	Iteration 115Q: 3 clusters Score -8012252 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -8012251.500000 Penalty: 5300.979004
	Iteration 116F: 3 clusters Score -8012252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44717 members 
Entering Unmasked Estep 
Score: -8210067.500000 Penalty: 2655.611084
	Iteration 0F: 2 clusters Score -8210068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -8181543.000000 Penalty: 5311.222168
	Iteration 0F: 3 clusters Score -8181543 nChanged 20451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
Score: -8192582.000000 Penalty: 5311.222168
	Iteration 1F: 3 clusters Score -8192582 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -8192942.500000 Penalty: 5311.222168
	Iteration 2Q: 3 clusters Score -8192942 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -8193265.000000 Penalty: 5311.222168
	Iteration 3Q: 3 clusters Score -8193265 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -8193714.000000 Penalty: 5311.222168
	Iteration 4Q: 3 clusters Score -8193714 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -8194294.000000 Penalty: 5311.222168
	Iteration 5Q: 3 clusters Score -8194294 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -8195220.000000 Penalty: 5311.222168
	Iteration 6Q: 3 clusters Score -8195220 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 30479 members 
Entering Unmasked Estep 
Score: -8196844.000000 Penalty: 5311.222168
	Iteration 7F: 3 clusters Score -8196844 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 33736 members 
Entering Unmasked Estep 
Score: -8199708.500000 Penalty: 5311.222168
	Iteration 8F: 3 clusters Score -8199708 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
Score: -8203357.000000 Penalty: 5311.222168
	Iteration 9F: 3 clusters Score -8203357 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -8206323.500000 Penalty: 5311.222168
	Iteration 10F: 3 clusters Score -8206324 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
Score: -8208138.000000 Penalty: 5311.222168
	Iteration 11Q: 3 clusters Score -8208138 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -8209028.500000 Penalty: 5311.222168
	Iteration 12Q: 3 clusters Score -8209028 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 42130 members 
Entering Unmasked Estep 
Score: -8209330.000000 Penalty: 5311.222168
	Iteration 13Q: 3 clusters Score -8209330 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 42122 members 
Entering Unmasked Estep 
Score: -8209445.000000 Penalty: 5311.222168
	Iteration 14Q: 3 clusters Score -8209445 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -8209492.500000 Penalty: 5311.222168
	Iteration 15Q: 3 clusters Score -8209492 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 42083 members 
Entering Unmasked Estep 
Score: -8209532.000000 Penalty: 5311.222168
	Iteration 16Q: 3 clusters Score -8209532 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
Score: -8209557.000000 Penalty: 5311.222168
	Iteration 17Q: 3 clusters Score -8209557 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -8209561.500000 Penalty: 5311.222168
	Iteration 18Q: 3 clusters Score -8209562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -8209556.500000 Penalty: 5311.222168
	Iteration 19Q: 3 clusters Score -8209556 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 41996 members 
Entering Unmasked Estep 
Score: -8209556.500000 Penalty: 5311.222168
	Iteration 20F: 3 clusters Score -8209556 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 41985 members 
Entering Unmasked Estep 
Score: -8209567.500000 Penalty: 5311.222168
	Iteration 21Q: 3 clusters Score -8209568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -8209578.000000 Penalty: 5311.222168
	Iteration 22Q: 3 clusters Score -8209578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -8209597.500000 Penalty: 5311.222168
	Iteration 23Q: 3 clusters Score -8209598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 41963 members 
Entering Unmasked Estep 
Score: -8209589.500000 Penalty: 5311.222168
	Iteration 24Q: 3 clusters Score -8209590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 41955 members 
Entering Unmasked Estep 
Score: -8209586.000000 Penalty: 5311.222168
	Iteration 25Q: 3 clusters Score -8209586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 41951 members 
Entering Unmasked Estep 
Score: -8209598.500000 Penalty: 5311.222168
	Iteration 26Q: 3 clusters Score -8209598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 41942 members 
Entering Unmasked Estep 
Score: -8209609.000000 Penalty: 5311.222168
	Iteration 27Q: 3 clusters Score -8209609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 41938 members 
Entering Unmasked Estep 
Score: -8209611.000000 Penalty: 5311.222168
	Iteration 28Q: 3 clusters Score -8209611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 41935 members 
Entering Unmasked Estep 
Score: -8209605.500000 Penalty: 5311.222168
	Iteration 29Q: 3 clusters Score -8209606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 41932 members 
Entering Unmasked Estep 
Score: -8209603.500000 Penalty: 5311.222168
	Iteration 30Q: 3 clusters Score -8209604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -8209603.000000 Penalty: 5311.222168
	Iteration 31Q: 3 clusters Score -8209603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 41930 members 
Entering Unmasked Estep 
Score: -8209607.000000 Penalty: 5311.222168
	Iteration 32Q: 3 clusters Score -8209607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 41927 members 
Entering Unmasked Estep 
Score: -8209609.500000 Penalty: 5311.222168
	Iteration 33Q: 3 clusters Score -8209610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
Score: -8209612.000000 Penalty: 5311.222168
	Iteration 34Q: 3 clusters Score -8209612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 41921 members 
Entering Unmasked Estep 
Score: -8209611.000000 Penalty: 5311.222168
	Iteration 35Q: 3 clusters Score -8209611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -8209613.500000 Penalty: 5311.222168
	Iteration 36Q: 3 clusters Score -8209614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 41915 members 
Entering Unmasked Estep 
Score: -8209610.000000 Penalty: 5311.222168
	Iteration 37Q: 3 clusters Score -8209610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 41915 members 
Entering Unmasked Estep 
Score: -8209610.000000 Penalty: 5311.222168
	Iteration 38F: 3 clusters Score -8209610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Entering Unmasked Estep 
Score: -8244338.500000 Penalty: 2659.157227
	Iteration 0F: 2 clusters Score -8244338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -8214387.000000 Penalty: 5318.314453
	Iteration 0F: 3 clusters Score -8214387 nChanged 20831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -8225609.500000 Penalty: 5318.314453
	Iteration 1F: 3 clusters Score -8225610 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -8226049.000000 Penalty: 5318.314453
	Iteration 2Q: 3 clusters Score -8226049 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 22190 members 
Entering Unmasked Estep 
Score: -8226462.500000 Penalty: 5318.314453
	Iteration 3Q: 3 clusters Score -8226462 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -8226860.000000 Penalty: 5318.314453
	Iteration 4Q: 3 clusters Score -8226860 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -8227239.000000 Penalty: 5318.314453
	Iteration 5Q: 3 clusters Score -8227239 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -8227567.000000 Penalty: 5318.314453
	Iteration 6Q: 3 clusters Score -8227567 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -8227984.000000 Penalty: 5318.314453
	Iteration 7Q: 3 clusters Score -8227984 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -8228426.500000 Penalty: 5318.314453
	Iteration 8Q: 3 clusters Score -8228426 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -8229128.500000 Penalty: 5318.314453
	Iteration 9Q: 3 clusters Score -8229128 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28051 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -8230152.000000 Penalty: 5318.314453
	Iteration 10Q: 3 clusters Score -8230152 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -8231444.000000 Penalty: 5318.314453
	Iteration 11Q: 3 clusters Score -8231444 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -8233040.000000 Penalty: 5318.314453
	Iteration 12F: 3 clusters Score -8233040 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -8234847.500000 Penalty: 5318.314453
	Iteration 13F: 3 clusters Score -8234848 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36153 members 
Mstep: Class 2 contains 9208 members 
Entering Unmasked Estep 
Score: -8236433.500000 Penalty: 5318.314453
	Iteration 14Q: 3 clusters Score -8236434 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37832 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -8237758.500000 Penalty: 5318.314453
	Iteration 15Q: 3 clusters Score -8237758 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -8238806.000000 Penalty: 5318.314453
	Iteration 16Q: 3 clusters Score -8238806 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40248 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -8239582.500000 Penalty: 5318.314453
	Iteration 17Q: 3 clusters Score -8239582 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -8240169.500000 Penalty: 5318.314453
	Iteration 18Q: 3 clusters Score -8240170 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41888 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -8240639.000000 Penalty: 5318.314453
	Iteration 19Q: 3 clusters Score -8240639 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42461 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -8240961.000000 Penalty: 5318.314453
	Iteration 20F: 3 clusters Score -8240961 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -8241239.500000 Penalty: 5318.314453
	Iteration 21Q: 3 clusters Score -8241240 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43342 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -8241446.000000 Penalty: 5318.314453
	Iteration 22Q: 3 clusters Score -8241446 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -8241569.500000 Penalty: 5318.314453
	Iteration 23Q: 3 clusters Score -8241570 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43865 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -8241688.500000 Penalty: 5318.314453
	Iteration 24Q: 3 clusters Score -8241688 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44039 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -8241788.000000 Penalty: 5318.314453
	Iteration 25Q: 3 clusters Score -8241788 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -8241873.000000 Penalty: 5318.314453
	Iteration 26Q: 3 clusters Score -8241873 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44299 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -8241948.000000 Penalty: 5318.314453
	Iteration 27Q: 3 clusters Score -8241948 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -8241996.000000 Penalty: 5318.314453
	Iteration 28Q: 3 clusters Score -8241996 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44437 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -8242039.000000 Penalty: 5318.314453
	Iteration 29Q: 3 clusters Score -8242039 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44494 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -8242082.000000 Penalty: 5318.314453
	Iteration 30Q: 3 clusters Score -8242082 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44538 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -8242092.000000 Penalty: 5318.314453
	Iteration 31Q: 3 clusters Score -8242092 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -8242095.000000 Penalty: 5318.314453
	Iteration 32Q: 3 clusters Score -8242095 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44598 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -8242108.000000 Penalty: 5318.314453
	Iteration 33Q: 3 clusters Score -8242108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44619 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -8242123.500000 Penalty: 5318.314453
	Iteration 34Q: 3 clusters Score -8242124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44631 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -8242137.000000 Penalty: 5318.314453
	Iteration 35Q: 3 clusters Score -8242137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44646 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -8242143.500000 Penalty: 5318.314453
	Iteration 36Q: 3 clusters Score -8242144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44650 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -8242141.500000 Penalty: 5318.314453
	Iteration 37Q: 3 clusters Score -8242142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44655 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -8242142.000000 Penalty: 5318.314453
	Iteration 38Q: 3 clusters Score -8242142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44660 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -8242157.000000 Penalty: 5318.314453
	Iteration 39Q: 3 clusters Score -8242157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8242163.000000 Penalty: 5318.314453
	Iteration 40F: 3 clusters Score -8242163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44670 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -8242166.500000 Penalty: 5318.314453
	Iteration 41Q: 3 clusters Score -8242166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44673 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8242171.000000 Penalty: 5318.314453
	Iteration 42Q: 3 clusters Score -8242171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8242172.000000 Penalty: 5318.314453
	Iteration 43Q: 3 clusters Score -8242172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44687 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -8242174.500000 Penalty: 5318.314453
	Iteration 44Q: 3 clusters Score -8242174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44690 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -8242175.500000 Penalty: 5318.314453
	Iteration 45Q: 3 clusters Score -8242176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -8242173.500000 Penalty: 5318.314453
	Iteration 46Q: 3 clusters Score -8242174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -8242174.500000 Penalty: 5318.314453
	Iteration 47Q: 3 clusters Score -8242174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -8242171.000000 Penalty: 5318.314453
	Iteration 48Q: 3 clusters Score -8242171 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44696 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -8242173.500000 Penalty: 5318.314453
	Iteration 49Q: 3 clusters Score -8242174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -8242174.000000 Penalty: 5318.314453
	Iteration 50Q: 3 clusters Score -8242174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -8242174.000000 Penalty: 5318.314453
	Iteration 51F: 3 clusters Score -8242174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -71848.289062 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -71848.29 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 316 members 
Entering Unmasked Estep 
Score: -70320.679688 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -70320.68 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -70707.757812 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -70707.76 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -70925.304688 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -70925.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -71129.179688 Penalty: 3216.379150
	Iteration 3F: 3 clusters Score -71129.18 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -71321.367188 Penalty: 3216.379150
	Iteration 4F: 3 clusters Score -71321.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -71474.367188 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -71474.37 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -71586.539062 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -71586.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -71665.132812 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -71665.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -71702.406250 Penalty: 3216.379150
	Iteration 8Q: 3 clusters Score -71702.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -71724.835938 Penalty: 3216.379150
	Iteration 9Q: 3 clusters Score -71724.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -71750.507812 Penalty: 3216.379150
	Iteration 10Q: 3 clusters Score -71750.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -71789.484375 Penalty: 3216.379150
	Iteration 11Q: 3 clusters Score -71789.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -71815.835938 Penalty: 3216.379150
	Iteration 12Q: 3 clusters Score -71815.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -71824.046875 Penalty: 3216.379150
	Iteration 13Q: 3 clusters Score -71824.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -71824.421875 Penalty: 3216.379150
	Iteration 14Q: 3 clusters Score -71824.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -71825.781250 Penalty: 3216.379150
	Iteration 15F: 3 clusters Score -71825.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -71833.054688 Penalty: 3216.379150
	Iteration 16Q: 3 clusters Score -71833.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -71833.054688 Penalty: 3216.379150
	Iteration 17F: 3 clusters Score -71833.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (43380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43380 members 
Entering Unmasked Estep 
Score: -7873082.500000 Penalty: 2648.082764
	Iteration 0F: 2 clusters Score -7873082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -7844239.500000 Penalty: 5296.165527
	Iteration 0F: 3 clusters Score -7844240 nChanged 19872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -7855156.000000 Penalty: 5296.165527
	Iteration 1F: 3 clusters Score -7855156 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -7855809.000000 Penalty: 5296.165527
	Iteration 2Q: 3 clusters Score -7855809 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 24130 members 
Entering Unmasked Estep 
Score: -7856602.000000 Penalty: 5296.165527
	Iteration 3Q: 3 clusters Score -7856602 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 25228 members 
Entering Unmasked Estep 
Score: -7857528.000000 Penalty: 5296.165527
	Iteration 4Q: 3 clusters Score -7857528 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -7858777.500000 Penalty: 5296.165527
	Iteration 5Q: 3 clusters Score -7858778 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -7860361.000000 Penalty: 5296.165527
	Iteration 6F: 3 clusters Score -7860361 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -7862064.000000 Penalty: 5296.165527
	Iteration 7F: 3 clusters Score -7862064 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -7863651.500000 Penalty: 5296.165527
	Iteration 8F: 3 clusters Score -7863652 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -7865105.500000 Penalty: 5296.165527
	Iteration 9Q: 3 clusters Score -7865106 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -7866406.500000 Penalty: 5296.165527
	Iteration 10Q: 3 clusters Score -7866406 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -7867459.000000 Penalty: 5296.165527
	Iteration 11Q: 3 clusters Score -7867459 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
Score: -7868259.000000 Penalty: 5296.165527
	Iteration 12Q: 3 clusters Score -7868259 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -7868839.000000 Penalty: 5296.165527
	Iteration 13Q: 3 clusters Score -7868839 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 40182 members 
Entering Unmasked Estep 
Score: -7869321.500000 Penalty: 5296.165527
	Iteration 14Q: 3 clusters Score -7869322 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 40795 members 
Entering Unmasked Estep 
Score: -7869724.500000 Penalty: 5296.165527
	Iteration 15Q: 3 clusters Score -7869724 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -7869983.000000 Penalty: 5296.165527
	Iteration 16Q: 3 clusters Score -7869983 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 41611 members 
Entering Unmasked Estep 
Score: -7870135.500000 Penalty: 5296.165527
	Iteration 17Q: 3 clusters Score -7870136 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 41879 members 
Entering Unmasked Estep 
Score: -7870284.500000 Penalty: 5296.165527
	Iteration 18Q: 3 clusters Score -7870284 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -7870396.000000 Penalty: 5296.165527
	Iteration 19Q: 3 clusters Score -7870396 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 42248 members 
Entering Unmasked Estep 
Score: -7870489.500000 Penalty: 5296.165527
	Iteration 20F: 3 clusters Score -7870490 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 42364 members 
Entering Unmasked Estep 
Score: -7870551.000000 Penalty: 5296.165527
	Iteration 21Q: 3 clusters Score -7870551 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -7870597.000000 Penalty: 5296.165527
	Iteration 22Q: 3 clusters Score -7870597 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 42508 members 
Entering Unmasked Estep 
Score: -7870638.500000 Penalty: 5296.165527
	Iteration 23Q: 3 clusters Score -7870638 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 42542 members 
Entering Unmasked Estep 
Score: -7870663.000000 Penalty: 5296.165527
	Iteration 24Q: 3 clusters Score -7870663 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 42574 members 
Entering Unmasked Estep 
Score: -7870690.500000 Penalty: 5296.165527
	Iteration 25Q: 3 clusters Score -7870690 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 42601 members 
Entering Unmasked Estep 
Score: -7870694.500000 Penalty: 5296.165527
	Iteration 26Q: 3 clusters Score -7870694 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 42626 members 
Entering Unmasked Estep 
Score: -7870705.000000 Penalty: 5296.165527
	Iteration 27Q: 3 clusters Score -7870705 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 42651 members 
Entering Unmasked Estep 
Score: -7870725.000000 Penalty: 5296.165527
	Iteration 28Q: 3 clusters Score -7870725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 42668 members 
Entering Unmasked Estep 
Score: -7870733.500000 Penalty: 5296.165527
	Iteration 29Q: 3 clusters Score -7870734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -7870739.000000 Penalty: 5296.165527
	Iteration 30Q: 3 clusters Score -7870739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -7870744.000000 Penalty: 5296.165527
	Iteration 31Q: 3 clusters Score -7870744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 42697 members 
Entering Unmasked Estep 
Score: -7870748.000000 Penalty: 5296.165527
	Iteration 32Q: 3 clusters Score -7870748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -7870761.000000 Penalty: 5296.165527
	Iteration 33Q: 3 clusters Score -7870761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
Score: -7870759.000000 Penalty: 5296.165527
	Iteration 34Q: 3 clusters Score -7870759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 42713 members 
Entering Unmasked Estep 
Score: -7870763.000000 Penalty: 5296.165527
	Iteration 35Q: 3 clusters Score -7870763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 42712 members 
Entering Unmasked Estep 
Score: -7870764.000000 Penalty: 5296.165527
	Iteration 36Q: 3 clusters Score -7870764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 42713 members 
Entering Unmasked Estep 
Score: -7870765.000000 Penalty: 5296.165527
	Iteration 37Q: 3 clusters Score -7870765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 42713 members 
Entering Unmasked Estep 
Score: -7870765.000000 Penalty: 5296.165527
	Iteration 38F: 3 clusters Score -7870765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -209014.781250 Penalty: 1776.850708
	Iteration 0F: 2 clusters Score -209014.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -206877.781250 Penalty: 3553.701416
	Iteration 0F: 3 clusters Score -206877.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -207294.578125 Penalty: 3553.701416
	Iteration 1F: 3 clusters Score -207294.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -207480.796875 Penalty: 3553.701416
	Iteration 2F: 3 clusters Score -207480.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -207581.796875 Penalty: 3553.701416
	Iteration 3Q: 3 clusters Score -207581.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -207690.765625 Penalty: 3553.701416
	Iteration 4F: 3 clusters Score -207690.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -207774.671875 Penalty: 3553.701416
	Iteration 5Q: 3 clusters Score -207774.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -207822.296875 Penalty: 3553.701416
	Iteration 6Q: 3 clusters Score -207822.3 nChanged 32
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: -207862.640625 Penalty: 3553.701416
	Iteration 7Q: 3 clusters Score -207862.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -207889.906250 Penalty: 3553.701416
	Iteration 8Q: 3 clusters Score -207889.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -207906.671875 Penalty: 3553.701416
	Iteration 9Q: 3 clusters Score -207906.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -207926.718750 Penalty: 3553.701416
	Iteration 10Q: 3 clusters Score -207926.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -207938.875000 Penalty: 3553.701416
	Iteration 11Q: 3 clusters Score -207938.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -207946.781250 Penalty: 3553.701416
	Iteration 12Q: 3 clusters Score -207946.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -207948.859375 Penalty: 3553.701416
	Iteration 13Q: 3 clusters Score -207948.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -207950.703125 Penalty: 3553.701416
	Iteration 14Q: 3 clusters Score -207950.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -207951.437500 Penalty: 3553.701416
	Iteration 15Q: 3 clusters Score -207951.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -207951.437500 Penalty: 3553.701416
	Iteration 16F: 3 clusters Score -207951.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -101280.351562 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -101280.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -99642.148438 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -99642.15 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -99809.367188 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -99809.37 nChanged 28
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: -99862.625000 Penalty: 3158.620605
	Iteration 2Q: 3 clusters Score -99862.62 nChanged 27
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: -99909.953125 Penalty: 3158.620605
	Iteration 3Q: 3 clusters Score -99909.95 nChanged 12
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: -99929.265625 Penalty: 3158.620605
	Iteration 4Q: 3 clusters Score -99929.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -99943.023438 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -99943.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -99952.492188 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -99952.49 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: -99959.015625 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -99959.02 nChanged 0
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: -99959.015625 Penalty: 3158.620605
	Iteration 8F: 3 clusters Score -99959.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Entering Unmasked Estep 
Score: -97224.460938 Penalty: 1622.533081
	Iteration 0F: 2 clusters Score -97224.46 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 351 members 
Entering Unmasked Estep 
Score: -95681.000000 Penalty: 3245.066162
	Iteration 0F: 3 clusters Score -95681 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -95992.851562 Penalty: 3245.066162
	Iteration 1F: 3 clusters Score -95992.85 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -96147.703125 Penalty: 3245.066162
	Iteration 2F: 3 clusters Score -96147.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -96379.468750 Penalty: 3245.066162
	Iteration 3F: 3 clusters Score -96379.47 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -96594.421875 Penalty: 3245.066162
	Iteration 4F: 3 clusters Score -96594.42 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -96719.757812 Penalty: 3245.066162
	Iteration 5Q: 3 clusters Score -96719.76 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -96815.968750 Penalty: 3245.066162
	Iteration 6Q: 3 clusters Score -96815.97 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -96938.687500 Penalty: 3245.066162
	Iteration 7Q: 3 clusters Score -96938.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -96987.664062 Penalty: 3245.066162
	Iteration 8Q: 3 clusters Score -96987.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -97013.000000 Penalty: 3245.066162
	Iteration 9Q: 3 clusters Score -97013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -97020.539062 Penalty: 3245.066162
	Iteration 10Q: 3 clusters Score -97020.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -97021.421875 Penalty: 3245.066162
	Iteration 11Q: 3 clusters Score -97021.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -97022.328125 Penalty: 3245.066162
	Iteration 12F: 3 clusters Score -97022.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -97030.875000 Penalty: 3245.066162
	Iteration 13Q: 3 clusters Score -97030.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -97040.585938 Penalty: 3245.066162
	Iteration 14Q: 3 clusters Score -97040.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -97067.335938 Penalty: 3245.066162
	Iteration 15Q: 3 clusters Score -97067.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -97073.125000 Penalty: 3245.066162
	Iteration 16Q: 3 clusters Score -97073.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -97075.210938 Penalty: 3245.066162
	Iteration 17Q: 3 clusters Score -97075.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -97078.093750 Penalty: 3245.066162
	Iteration 18Q: 3 clusters Score -97078.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -97086.843750 Penalty: 3245.066162
	Iteration 19Q: 3 clusters Score -97086.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -97099.023438 Penalty: 3245.066162
	Iteration 20F: 3 clusters Score -97099.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -97104.492188 Penalty: 3245.066162
	Iteration 21Q: 3 clusters Score -97104.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -97114.500000 Penalty: 3245.066162
	Iteration 22Q: 3 clusters Score -97114.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -97114.500000 Penalty: 3245.066162
	Iteration 23F: 3 clusters Score -97114.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -102810.843750 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -102810.8 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 303 members 
Entering Unmasked Estep 
Score: -101171.234375 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -101171.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -101373.093750 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -101373.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -101453.210938 Penalty: 3169.559326
	Iteration 2F: 3 clusters Score -101453.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -101474.609375 Penalty: 3169.559326
	Iteration 3Q: 3 clusters Score -101474.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -101484.632812 Penalty: 3169.559326
	Iteration 4Q: 3 clusters Score -101484.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -101504.226562 Penalty: 3169.559326
	Iteration 5Q: 3 clusters Score -101504.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -101516.843750 Penalty: 3169.559326
	Iteration 6Q: 3 clusters Score -101516.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -101532.710938 Penalty: 3169.559326
	Iteration 7Q: 3 clusters Score -101532.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -101546.000000 Penalty: 3169.559326
	Iteration 8Q: 3 clusters Score -101546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -101548.914062 Penalty: 3169.559326
	Iteration 9Q: 3 clusters Score -101548.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -101549.921875 Penalty: 3169.559326
	Iteration 10Q: 3 clusters Score -101549.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -101549.921875 Penalty: 3169.559326
	Iteration 11F: 3 clusters Score -101549.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Entering Unmasked Estep 
Score: -104498.070312 Penalty: 1641.778198
	Iteration 0F: 2 clusters Score -104498.1 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 381 members 
Entering Unmasked Estep 
Score: -102893.414062 Penalty: 3283.556396
	Iteration 0F: 3 clusters Score -102893.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -103411.539062 Penalty: 3283.556396
	Iteration 1F: 3 clusters Score -103411.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -103740.281250 Penalty: 3283.556396
	Iteration 2F: 3 clusters Score -103740.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -104017.390625 Penalty: 3283.556396
	Iteration 3F: 3 clusters Score -104017.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -104167.898438 Penalty: 3283.556396
	Iteration 4Q: 3 clusters Score -104167.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -104333.171875 Penalty: 3283.556396
	Iteration 5Q: 3 clusters Score -104333.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -104439.179688 Penalty: 3283.556396
	Iteration 6Q: 3 clusters Score -104439.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -104499.398438 Penalty: 3283.556396
	Iteration 7Q: 3 clusters Score -104499.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -104533.656250 Penalty: 3283.556396
	Iteration 8Q: 3 clusters Score -104533.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -104552.960938 Penalty: 3283.556396
	Iteration 9Q: 3 clusters Score -104553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -104565.742188 Penalty: 3283.556396
	Iteration 10Q: 3 clusters Score -104565.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -104571.406250 Penalty: 3283.556396
	Iteration 11Q: 3 clusters Score -104571.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -104575.843750 Penalty: 3283.556396
	Iteration 12Q: 3 clusters Score -104575.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -104576.632812 Penalty: 3283.556396
	Iteration 13Q: 3 clusters Score -104576.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -104578.070312 Penalty: 3283.556396
	Iteration 14Q: 3 clusters Score -104578.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -104583.023438 Penalty: 3283.556396
	Iteration 15F: 3 clusters Score -104583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -104593.585938 Penalty: 3283.556396
	Iteration 16Q: 3 clusters Score -104593.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -104600.820312 Penalty: 3283.556396
	Iteration 17Q: 3 clusters Score -104600.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -104618.000000 Penalty: 3283.556396
	Iteration 18Q: 3 clusters Score -104618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -104640.609375 Penalty: 3283.556396
	Iteration 19Q: 3 clusters Score -104640.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -104649.148438 Penalty: 3283.556396
	Iteration 20F: 3 clusters Score -104649.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 43803 members 
Mstep: Class 5 contains 44717 members 
Mstep: Class 6 contains 45361 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43380 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 347 members 
Mstep: Class 14 contains 43396 members 
Mstep: Class 15 contains 44002 members 
Mstep: Class 16 contains 25719 members 
Mstep: Class 17 contains 38673 members 
Mstep: Class 18 contains 1642 members 
Mstep: Class 19 contains 46786 members 
Mstep: Class 20 contains 48963 members 
Mstep: Class 21 contains 403 members 
Mstep: Class 22 contains 47133 members 
Mstep: Class 23 contains 50279 members 
Mstep: Class 24 contains 43282 members 
Entering Unmasked Estep 
Score: -111215296.000000 Penalty: 79364.328125
Splitting cluster 13 changes total score from -111216848.000000 to -111215296.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (43396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43396 members 
Entering Unmasked Estep 
Score: -7933803.000000 Penalty: 2648.174316
	Iteration 0F: 2 clusters Score -7933803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -7904878.000000 Penalty: 5296.348633
	Iteration 0F: 3 clusters Score -7904878 nChanged 20018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -7916123.500000 Penalty: 5296.348633
	Iteration 1F: 3 clusters Score -7916124 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -7917092.500000 Penalty: 5296.348633
	Iteration 2Q: 3 clusters Score -7917092 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -7918479.500000 Penalty: 5296.348633
	Iteration 3F: 3 clusters Score -7918480 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
Score: -7920113.500000 Penalty: 5296.348633
	Iteration 4F: 3 clusters Score -7920114 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -7921783.000000 Penalty: 5296.348633
	Iteration 5F: 3 clusters Score -7921783 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -7923561.500000 Penalty: 5296.348633
	Iteration 6F: 3 clusters Score -7923562 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -7925176.000000 Penalty: 5296.348633
	Iteration 7F: 3 clusters Score -7925176 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -7926608.000000 Penalty: 5296.348633
	Iteration 8Q: 3 clusters Score -7926608 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -7927737.500000 Penalty: 5296.348633
	Iteration 9Q: 3 clusters Score -7927738 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -7928587.500000 Penalty: 5296.348633
	Iteration 10Q: 3 clusters Score -7928588 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -7929286.000000 Penalty: 5296.348633
	Iteration 11Q: 3 clusters Score -7929286 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -7929800.500000 Penalty: 5296.348633
	Iteration 12Q: 3 clusters Score -7929800 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -7930215.000000 Penalty: 5296.348633
	Iteration 13Q: 3 clusters Score -7930215 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -7930557.500000 Penalty: 5296.348633
	Iteration 14Q: 3 clusters Score -7930558 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 38997 members 
Entering Unmasked Estep 
Score: -7930802.500000 Penalty: 5296.348633
	Iteration 15Q: 3 clusters Score -7930802 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 39387 members 
Entering Unmasked Estep 
Score: -7931001.500000 Penalty: 5296.348633
	Iteration 16Q: 3 clusters Score -7931002 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 39709 members 
Entering Unmasked Estep 
Score: -7931152.000000 Penalty: 5296.348633
	Iteration 17Q: 3 clusters Score -7931152 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -7931257.500000 Penalty: 5296.348633
	Iteration 18Q: 3 clusters Score -7931258 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 40223 members 
Entering Unmasked Estep 
Score: -7931402.000000 Penalty: 5296.348633
	Iteration 19Q: 3 clusters Score -7931402 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 40448 members 
Entering Unmasked Estep 
Score: -7931499.500000 Penalty: 5296.348633
	Iteration 20F: 3 clusters Score -7931500 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -7931562.500000 Penalty: 5296.348633
	Iteration 21Q: 3 clusters Score -7931562 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -7931623.000000 Penalty: 5296.348633
	Iteration 22Q: 3 clusters Score -7931623 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 40921 members 
Entering Unmasked Estep 
Score: -7931657.500000 Penalty: 5296.348633
	Iteration 23Q: 3 clusters Score -7931658 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -7931709.000000 Penalty: 5296.348633
	Iteration 24Q: 3 clusters Score -7931709 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -7931729.000000 Penalty: 5296.348633
	Iteration 25Q: 3 clusters Score -7931729 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 41160 members 
Entering Unmasked Estep 
Score: -7931750.000000 Penalty: 5296.348633
	Iteration 26Q: 3 clusters Score -7931750 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 41237 members 
Entering Unmasked Estep 
Score: -7931782.500000 Penalty: 5296.348633
	Iteration 27Q: 3 clusters Score -7931782 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
Score: -7931813.000000 Penalty: 5296.348633
	Iteration 28Q: 3 clusters Score -7931813 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -7931838.000000 Penalty: 5296.348633
	Iteration 29Q: 3 clusters Score -7931838 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 41398 members 
Entering Unmasked Estep 
Score: -7931862.500000 Penalty: 5296.348633
	Iteration 30Q: 3 clusters Score -7931862 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 41447 members 
Entering Unmasked Estep 
Score: -7931849.000000 Penalty: 5296.348633
	Iteration 31Q: 3 clusters Score -7931849 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
Score: -7931870.500000 Penalty: 5296.348633
	Iteration 32Q: 3 clusters Score -7931870 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -7931887.500000 Penalty: 5296.348633
	Iteration 33Q: 3 clusters Score -7931888 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -7931892.000000 Penalty: 5296.348633
	Iteration 34Q: 3 clusters Score -7931892 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -7931886.500000 Penalty: 5296.348633
	Iteration 35Q: 3 clusters Score -7931886 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -7931902.500000 Penalty: 5296.348633
	Iteration 36Q: 3 clusters Score -7931902 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 41644 members 
Entering Unmasked Estep 
Score: -7931905.500000 Penalty: 5296.348633
	Iteration 37Q: 3 clusters Score -7931906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 41662 members 
Entering Unmasked Estep 
Score: -7931904.500000 Penalty: 5296.348633
	Iteration 38Q: 3 clusters Score -7931904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 41681 members 
Entering Unmasked Estep 
Score: -7931917.000000 Penalty: 5296.348633
	Iteration 39Q: 3 clusters Score -7931917 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -7931922.500000 Penalty: 5296.348633
	Iteration 40F: 3 clusters Score -7931922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 41712 members 
Entering Unmasked Estep 
Score: -7931935.500000 Penalty: 5296.348633
	Iteration 41Q: 3 clusters Score -7931936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 41723 members 
Entering Unmasked Estep 
Score: -7931931.500000 Penalty: 5296.348633
	Iteration 42Q: 3 clusters Score -7931932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 41739 members 
Entering Unmasked Estep 
Score: -7931932.500000 Penalty: 5296.348633
	Iteration 43Q: 3 clusters Score -7931932 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -7931946.000000 Penalty: 5296.348633
	Iteration 44Q: 3 clusters Score -7931946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -7931943.000000 Penalty: 5296.348633
	Iteration 45Q: 3 clusters Score -7931943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -7931945.500000 Penalty: 5296.348633
	Iteration 46Q: 3 clusters Score -7931946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 41772 members 
Entering Unmasked Estep 
Score: -7931948.500000 Penalty: 5296.348633
	Iteration 47Q: 3 clusters Score -7931948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
Score: -7931948.500000 Penalty: 5296.348633
	Iteration 48Q: 3 clusters Score -7931948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -7931947.000000 Penalty: 5296.348633
	Iteration 49Q: 3 clusters Score -7931947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 41782 members 
Entering Unmasked Estep 
Score: -7931943.000000 Penalty: 5296.348633
	Iteration 50Q: 3 clusters Score -7931943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -7931938.500000 Penalty: 5296.348633
	Iteration 51Q: 3 clusters Score -7931938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -7931945.000000 Penalty: 5296.348633
	Iteration 52Q: 3 clusters Score -7931945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 41788 members 
Entering Unmasked Estep 
Score: -7931939.000000 Penalty: 5296.348633
	Iteration 53Q: 3 clusters Score -7931939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 41789 members 
Entering Unmasked Estep 
Score: -7931948.500000 Penalty: 5296.348633
	Iteration 54Q: 3 clusters Score -7931948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -7931947.500000 Penalty: 5296.348633
	Iteration 55Q: 3 clusters Score -7931948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -7931947.500000 Penalty: 5296.348633
	Iteration 56F: 3 clusters Score -7931948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44002 members 
Entering Unmasked Estep 
Score: -8134791.500000 Penalty: 2651.613525
	Iteration 0F: 2 clusters Score -8134792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -8106250.000000 Penalty: 5303.227051
	Iteration 0F: 3 clusters Score -8106250 nChanged 20321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -8117373.000000 Penalty: 5303.227051
	Iteration 1F: 3 clusters Score -8117373 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -8118045.500000 Penalty: 5303.227051
	Iteration 2Q: 3 clusters Score -8118046 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -8118911.500000 Penalty: 5303.227051
	Iteration 3Q: 3 clusters Score -8118912 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -8119985.000000 Penalty: 5303.227051
	Iteration 4F: 3 clusters Score -8119985 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -8121729.000000 Penalty: 5303.227051
	Iteration 5F: 3 clusters Score -8121729 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -8124180.500000 Penalty: 5303.227051
	Iteration 6F: 3 clusters Score -8124180 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -8127018.500000 Penalty: 5303.227051
	Iteration 7F: 3 clusters Score -8127018 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -8129367.000000 Penalty: 5303.227051
	Iteration 8F: 3 clusters Score -8129367 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -8130743.000000 Penalty: 5303.227051
	Iteration 9Q: 3 clusters Score -8130743 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 39590 members 
Entering Unmasked Estep 
Score: -8131514.500000 Penalty: 5303.227051
	Iteration 10Q: 3 clusters Score -8131514 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 40078 members 
Entering Unmasked Estep 
Score: -8131951.500000 Penalty: 5303.227051
	Iteration 11Q: 3 clusters Score -8131952 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 40413 members 
Entering Unmasked Estep 
Score: -8132270.500000 Penalty: 5303.227051
	Iteration 12Q: 3 clusters Score -8132270 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 40678 members 
Entering Unmasked Estep 
Score: -8132490.000000 Penalty: 5303.227051
	Iteration 13Q: 3 clusters Score -8132490 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 40885 members 
Entering Unmasked Estep 
Score: -8132637.000000 Penalty: 5303.227051
	Iteration 14Q: 3 clusters Score -8132637 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -8132788.000000 Penalty: 5303.227051
	Iteration 15Q: 3 clusters Score -8132788 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 41217 members 
Entering Unmasked Estep 
Score: -8132897.500000 Penalty: 5303.227051
	Iteration 16Q: 3 clusters Score -8132898 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 41349 members 
Entering Unmasked Estep 
Score: -8132955.000000 Penalty: 5303.227051
	Iteration 17Q: 3 clusters Score -8132955 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 41441 members 
Entering Unmasked Estep 
Score: -8133021.000000 Penalty: 5303.227051
	Iteration 18Q: 3 clusters Score -8133021 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 41515 members 
Entering Unmasked Estep 
Score: -8133046.500000 Penalty: 5303.227051
	Iteration 19Q: 3 clusters Score -8133046 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -8133066.000000 Penalty: 5303.227051
	Iteration 20F: 3 clusters Score -8133066 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 41640 members 
Entering Unmasked Estep 
Score: -8133096.000000 Penalty: 5303.227051
	Iteration 21Q: 3 clusters Score -8133096 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 41674 members 
Entering Unmasked Estep 
Score: -8133111.500000 Penalty: 5303.227051
	Iteration 22Q: 3 clusters Score -8133112 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -8133116.500000 Penalty: 5303.227051
	Iteration 23Q: 3 clusters Score -8133116 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -8133122.500000 Penalty: 5303.227051
	Iteration 24Q: 3 clusters Score -8133122 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 41756 members 
Entering Unmasked Estep 
Score: -8133132.000000 Penalty: 5303.227051
	Iteration 25Q: 3 clusters Score -8133132 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -8133139.500000 Penalty: 5303.227051
	Iteration 26Q: 3 clusters Score -8133140 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 41808 members 
Entering Unmasked Estep 
Score: -8133142.000000 Penalty: 5303.227051
	Iteration 27Q: 3 clusters Score -8133142 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -8133161.000000 Penalty: 5303.227051
	Iteration 28Q: 3 clusters Score -8133161 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 41867 members 
Entering Unmasked Estep 
Score: -8133162.500000 Penalty: 5303.227051
	Iteration 29Q: 3 clusters Score -8133162 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -8133177.000000 Penalty: 5303.227051
	Iteration 30Q: 3 clusters Score -8133177 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 41934 members 
Entering Unmasked Estep 
Score: -8133186.000000 Penalty: 5303.227051
	Iteration 31Q: 3 clusters Score -8133186 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 41963 members 
Entering Unmasked Estep 
Score: -8133184.000000 Penalty: 5303.227051
	Iteration 32Q: 3 clusters Score -8133184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 41981 members 
Entering Unmasked Estep 
Score: -8133187.500000 Penalty: 5303.227051
	Iteration 33Q: 3 clusters Score -8133188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 41999 members 
Entering Unmasked Estep 
Score: -8133198.500000 Penalty: 5303.227051
	Iteration 34Q: 3 clusters Score -8133198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 42019 members 
Entering Unmasked Estep 
Score: -8133202.500000 Penalty: 5303.227051
	Iteration 35Q: 3 clusters Score -8133202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 42034 members 
Entering Unmasked Estep 
Score: -8133192.000000 Penalty: 5303.227051
	Iteration 36Q: 3 clusters Score -8133192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
Score: -8133191.000000 Penalty: 5303.227051
	Iteration 37Q: 3 clusters Score -8133191 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 42059 members 
Entering Unmasked Estep 
Score: -8133193.500000 Penalty: 5303.227051
	Iteration 38Q: 3 clusters Score -8133194 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -8133200.000000 Penalty: 5303.227051
	Iteration 39Q: 3 clusters Score -8133200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 42091 members 
Entering Unmasked Estep 
Score: -8133197.500000 Penalty: 5303.227051
	Iteration 40F: 3 clusters Score -8133198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 42106 members 
Entering Unmasked Estep 
Score: -8133192.000000 Penalty: 5303.227051
	Iteration 41Q: 3 clusters Score -8133192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
Score: -8133195.000000 Penalty: 5303.227051
	Iteration 42Q: 3 clusters Score -8133195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 42128 members 
Entering Unmasked Estep 
Score: -8133198.000000 Penalty: 5303.227051
	Iteration 43Q: 3 clusters Score -8133198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -8133188.500000 Penalty: 5303.227051
	Iteration 44Q: 3 clusters Score -8133188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -8133194.000000 Penalty: 5303.227051
	Iteration 45Q: 3 clusters Score -8133194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 42151 members 
Entering Unmasked Estep 
Score: -8133196.000000 Penalty: 5303.227051
	Iteration 46Q: 3 clusters Score -8133196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -8133212.500000 Penalty: 5303.227051
	Iteration 47Q: 3 clusters Score -8133212 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -8133221.500000 Penalty: 5303.227051
	Iteration 48Q: 3 clusters Score -8133222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 42178 members 
Entering Unmasked Estep 
Score: -8133227.500000 Penalty: 5303.227051
	Iteration 49Q: 3 clusters Score -8133228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 42186 members 
Entering Unmasked Estep 
Score: -8133220.000000 Penalty: 5303.227051
	Iteration 50Q: 3 clusters Score -8133220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -8133222.500000 Penalty: 5303.227051
	Iteration 51Q: 3 clusters Score -8133222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 42199 members 
Entering Unmasked Estep 
Score: -8133222.000000 Penalty: 5303.227051
	Iteration 52Q: 3 clusters Score -8133222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -8133219.000000 Penalty: 5303.227051
	Iteration 53Q: 3 clusters Score -8133219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 42207 members 
Entering Unmasked Estep 
Score: -8133220.000000 Penalty: 5303.227051
	Iteration 54Q: 3 clusters Score -8133220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -8133224.000000 Penalty: 5303.227051
	Iteration 55Q: 3 clusters Score -8133224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 42221 members 
Entering Unmasked Estep 
Score: -8133229.000000 Penalty: 5303.227051
	Iteration 56Q: 3 clusters Score -8133229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 42224 members 
Entering Unmasked Estep 
Score: -8133225.500000 Penalty: 5303.227051
	Iteration 57Q: 3 clusters Score -8133226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 42230 members 
Entering Unmasked Estep 
Score: -8133226.500000 Penalty: 5303.227051
	Iteration 58Q: 3 clusters Score -8133226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 42236 members 
Entering Unmasked Estep 
Score: -8133222.000000 Penalty: 5303.227051
	Iteration 59Q: 3 clusters Score -8133222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -8133215.500000 Penalty: 5303.227051
	Iteration 60F: 3 clusters Score -8133216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -8133232.000000 Penalty: 5303.227051
	Iteration 61Q: 3 clusters Score -8133232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 42269 members 
Entering Unmasked Estep 
Score: -8133227.000000 Penalty: 5303.227051
	Iteration 62Q: 3 clusters Score -8133227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
Score: -8133222.500000 Penalty: 5303.227051
	Iteration 63Q: 3 clusters Score -8133222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
Score: -8133215.500000 Penalty: 5303.227051
	Iteration 64Q: 3 clusters Score -8133216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -8133209.500000 Penalty: 5303.227051
	Iteration 65Q: 3 clusters Score -8133210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -8133218.000000 Penalty: 5303.227051
	Iteration 66Q: 3 clusters Score -8133218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 42305 members 
Entering Unmasked Estep 
Score: -8133220.500000 Penalty: 5303.227051
	Iteration 67Q: 3 clusters Score -8133220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 42311 members 
Entering Unmasked Estep 
Score: -8133213.000000 Penalty: 5303.227051
	Iteration 68Q: 3 clusters Score -8133213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -8133220.500000 Penalty: 5303.227051
	Iteration 69Q: 3 clusters Score -8133220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -8133222.500000 Penalty: 5303.227051
	Iteration 70Q: 3 clusters Score -8133222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 42328 members 
Entering Unmasked Estep 
Score: -8133212.500000 Penalty: 5303.227051
	Iteration 71Q: 3 clusters Score -8133212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
Score: -8133210.500000 Penalty: 5303.227051
	Iteration 72Q: 3 clusters Score -8133210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -8133210.500000 Penalty: 5303.227051
	Iteration 73Q: 3 clusters Score -8133210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -8133214.000000 Penalty: 5303.227051
	Iteration 74Q: 3 clusters Score -8133214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 42354 members 
Entering Unmasked Estep 
Score: -8133215.000000 Penalty: 5303.227051
	Iteration 75Q: 3 clusters Score -8133215 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -8133213.500000 Penalty: 5303.227051
	Iteration 76Q: 3 clusters Score -8133214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 42364 members 
Entering Unmasked Estep 
Score: -8133211.500000 Penalty: 5303.227051
	Iteration 77Q: 3 clusters Score -8133212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 42371 members 
Entering Unmasked Estep 
Score: -8133214.000000 Penalty: 5303.227051
	Iteration 78Q: 3 clusters Score -8133214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 42378 members 
Entering Unmasked Estep 
Score: -8133214.500000 Penalty: 5303.227051
	Iteration 79Q: 3 clusters Score -8133214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 42384 members 
Entering Unmasked Estep 
Score: -8133211.000000 Penalty: 5303.227051
	Iteration 80F: 3 clusters Score -8133211 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -8133217.000000 Penalty: 5303.227051
	Iteration 81Q: 3 clusters Score -8133217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 42393 members 
Entering Unmasked Estep 
Score: -8133215.500000 Penalty: 5303.227051
	Iteration 82Q: 3 clusters Score -8133216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -8133212.000000 Penalty: 5303.227051
	Iteration 83Q: 3 clusters Score -8133212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
Score: -8133209.000000 Penalty: 5303.227051
	Iteration 84Q: 3 clusters Score -8133209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -8133214.000000 Penalty: 5303.227051
	Iteration 85Q: 3 clusters Score -8133214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -8133214.000000 Penalty: 5303.227051
	Iteration 86F: 3 clusters Score -8133214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Entering Unmasked Estep 
Score: -4573103.000000 Penalty: 2518.436279
	Iteration 0F: 2 clusters Score -4573103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -4555273.500000 Penalty: 5036.872559
	Iteration 0F: 3 clusters Score -4555274 nChanged 11471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -4561476.000000 Penalty: 5036.872559
	Iteration 1F: 3 clusters Score -4561476 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -4561854.500000 Penalty: 5036.872559
	Iteration 2Q: 3 clusters Score -4561854 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -4562212.000000 Penalty: 5036.872559
	Iteration 3Q: 3 clusters Score -4562212 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -4562501.000000 Penalty: 5036.872559
	Iteration 4Q: 3 clusters Score -4562501 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -4562787.500000 Penalty: 5036.872559
	Iteration 5Q: 3 clusters Score -4562788 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -4563042.000000 Penalty: 5036.872559
	Iteration 6Q: 3 clusters Score -4563042 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -4563315.000000 Penalty: 5036.872559
	Iteration 7Q: 3 clusters Score -4563315 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -4563666.000000 Penalty: 5036.872559
	Iteration 8Q: 3 clusters Score -4563666 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -4564064.000000 Penalty: 5036.872559
	Iteration 9Q: 3 clusters Score -4564064 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -4564602.500000 Penalty: 5036.872559
	Iteration 10Q: 3 clusters Score -4564602 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -4565343.500000 Penalty: 5036.872559
	Iteration 11Q: 3 clusters Score -4565344 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -4566308.000000 Penalty: 5036.872559
	Iteration 12F: 3 clusters Score -4566308 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -4567390.000000 Penalty: 5036.872559
	Iteration 13F: 3 clusters Score -4567390 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -4568412.500000 Penalty: 5036.872559
	Iteration 14Q: 3 clusters Score -4568412 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -4569297.000000 Penalty: 5036.872559
	Iteration 15Q: 3 clusters Score -4569297 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24620 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4569931.500000 Penalty: 5036.872559
	Iteration 16Q: 3 clusters Score -4569932 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -4570333.000000 Penalty: 5036.872559
	Iteration 17Q: 3 clusters Score -4570333 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4570535.500000 Penalty: 5036.872559
	Iteration 18Q: 3 clusters Score -4570536 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -4570658.500000 Penalty: 5036.872559
	Iteration 19Q: 3 clusters Score -4570658 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4570730.000000 Penalty: 5036.872559
	Iteration 20F: 3 clusters Score -4570730 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4570780.500000 Penalty: 5036.872559
	Iteration 21Q: 3 clusters Score -4570780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -4570803.000000 Penalty: 5036.872559
	Iteration 22Q: 3 clusters Score -4570803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4570819.000000 Penalty: 5036.872559
	Iteration 23Q: 3 clusters Score -4570819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4570836.500000 Penalty: 5036.872559
	Iteration 24Q: 3 clusters Score -4570836 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -4570851.500000 Penalty: 5036.872559
	Iteration 25Q: 3 clusters Score -4570852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4570864.500000 Penalty: 5036.872559
	Iteration 26Q: 3 clusters Score -4570864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -4570879.500000 Penalty: 5036.872559
	Iteration 27Q: 3 clusters Score -4570880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -4570880.000000 Penalty: 5036.872559
	Iteration 28Q: 3 clusters Score -4570880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -4570883.000000 Penalty: 5036.872559
	Iteration 29Q: 3 clusters Score -4570883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25508 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -4570883.000000 Penalty: 5036.872559
	Iteration 30F: 3 clusters Score -4570883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (38673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Entering Unmasked Estep 
Score: -7107121.500000 Penalty: 2619.598389
	Iteration 0F: 2 clusters Score -7107122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -7081009.500000 Penalty: 5239.196777
	Iteration 0F: 3 clusters Score -7081010 nChanged 17685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -7090599.000000 Penalty: 5239.196777
	Iteration 1F: 3 clusters Score -7090599 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -7091074.500000 Penalty: 5239.196777
	Iteration 2Q: 3 clusters Score -7091074 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -7091487.500000 Penalty: 5239.196777
	Iteration 3Q: 3 clusters Score -7091488 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -7092004.500000 Penalty: 5239.196777
	Iteration 4Q: 3 clusters Score -7092004 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -7092654.000000 Penalty: 5239.196777
	Iteration 5Q: 3 clusters Score -7092654 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -7093480.500000 Penalty: 5239.196777
	Iteration 6Q: 3 clusters Score -7093480 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -7094631.500000 Penalty: 5239.196777
	Iteration 7F: 3 clusters Score -7094632 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -7096231.000000 Penalty: 5239.196777
	Iteration 8F: 3 clusters Score -7096231 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -7098379.500000 Penalty: 5239.196777
	Iteration 9F: 3 clusters Score -7098380 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -7100573.500000 Penalty: 5239.196777
	Iteration 10F: 3 clusters Score -7100574 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -7101919.500000 Penalty: 5239.196777
	Iteration 11F: 3 clusters Score -7101920 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -7102574.500000 Penalty: 5239.196777
	Iteration 12Q: 3 clusters Score -7102574 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -7102905.500000 Penalty: 5239.196777
	Iteration 13Q: 3 clusters Score -7102906 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -7103131.500000 Penalty: 5239.196777
	Iteration 14Q: 3 clusters Score -7103132 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -7103328.500000 Penalty: 5239.196777
	Iteration 15Q: 3 clusters Score -7103328 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -7103514.000000 Penalty: 5239.196777
	Iteration 16Q: 3 clusters Score -7103514 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -7103650.000000 Penalty: 5239.196777
	Iteration 17Q: 3 clusters Score -7103650 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -7103787.000000 Penalty: 5239.196777
	Iteration 18Q: 3 clusters Score -7103787 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -7103866.500000 Penalty: 5239.196777
	Iteration 19Q: 3 clusters Score -7103866 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28007 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -7103974.000000 Penalty: 5239.196777
	Iteration 20F: 3 clusters Score -7103974 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -7104080.500000 Penalty: 5239.196777
	Iteration 21Q: 3 clusters Score -7104080 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -7104217.000000 Penalty: 5239.196777
	Iteration 22Q: 3 clusters Score -7104217 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29605 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -7104310.000000 Penalty: 5239.196777
	Iteration 23Q: 3 clusters Score -7104310 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -7104410.000000 Penalty: 5239.196777
	Iteration 24Q: 3 clusters Score -7104410 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -7104476.500000 Penalty: 5239.196777
	Iteration 25Q: 3 clusters Score -7104476 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -7104599.500000 Penalty: 5239.196777
	Iteration 26Q: 3 clusters Score -7104600 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -7104698.000000 Penalty: 5239.196777
	Iteration 27Q: 3 clusters Score -7104698 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -7104772.000000 Penalty: 5239.196777
	Iteration 28Q: 3 clusters Score -7104772 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32502 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -7104900.500000 Penalty: 5239.196777
	Iteration 29Q: 3 clusters Score -7104900 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -7105005.000000 Penalty: 5239.196777
	Iteration 30Q: 3 clusters Score -7105005 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33265 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -7105063.500000 Penalty: 5239.196777
	Iteration 31Q: 3 clusters Score -7105064 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -7105100.500000 Penalty: 5239.196777
	Iteration 32Q: 3 clusters Score -7105100 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -7105114.500000 Penalty: 5239.196777
	Iteration 33Q: 3 clusters Score -7105114 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34135 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -7105155.500000 Penalty: 5239.196777
	Iteration 34Q: 3 clusters Score -7105156 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -7105192.500000 Penalty: 5239.196777
	Iteration 35Q: 3 clusters Score -7105192 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -7105222.500000 Penalty: 5239.196777
	Iteration 36Q: 3 clusters Score -7105222 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34867 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -7105268.000000 Penalty: 5239.196777
	Iteration 37Q: 3 clusters Score -7105268 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35073 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -7105313.500000 Penalty: 5239.196777
	Iteration 38Q: 3 clusters Score -7105314 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -7105336.000000 Penalty: 5239.196777
	Iteration 39Q: 3 clusters Score -7105336 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -7105344.000000 Penalty: 5239.196777
	Iteration 40F: 3 clusters Score -7105344 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -7105379.500000 Penalty: 5239.196777
	Iteration 41Q: 3 clusters Score -7105380 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35742 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -7105402.500000 Penalty: 5239.196777
	Iteration 42Q: 3 clusters Score -7105402 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -7105457.500000 Penalty: 5239.196777
	Iteration 43Q: 3 clusters Score -7105458 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -7105490.500000 Penalty: 5239.196777
	Iteration 44Q: 3 clusters Score -7105490 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -7105540.500000 Penalty: 5239.196777
	Iteration 45Q: 3 clusters Score -7105540 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -7105558.500000 Penalty: 5239.196777
	Iteration 46Q: 3 clusters Score -7105558 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -7105548.000000 Penalty: 5239.196777
	Iteration 47Q: 3 clusters Score -7105548 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -7105571.000000 Penalty: 5239.196777
	Iteration 48Q: 3 clusters Score -7105571 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -7105569.500000 Penalty: 5239.196777
	Iteration 49Q: 3 clusters Score -7105570 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -7105586.000000 Penalty: 5239.196777
	Iteration 50Q: 3 clusters Score -7105586 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -7105592.000000 Penalty: 5239.196777
	Iteration 51Q: 3 clusters Score -7105592 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36636 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -7105602.000000 Penalty: 5239.196777
	Iteration 52Q: 3 clusters Score -7105602 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -7105616.000000 Penalty: 5239.196777
	Iteration 53Q: 3 clusters Score -7105616 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36724 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -7105626.000000 Penalty: 5239.196777
	Iteration 54Q: 3 clusters Score -7105626 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -7105622.500000 Penalty: 5239.196777
	Iteration 55Q: 3 clusters Score -7105622 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -7105637.000000 Penalty: 5239.196777
	Iteration 56Q: 3 clusters Score -7105637 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -7105644.500000 Penalty: 5239.196777
	Iteration 57Q: 3 clusters Score -7105644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -7105651.000000 Penalty: 5239.196777
	Iteration 58Q: 3 clusters Score -7105651 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -7105643.500000 Penalty: 5239.196777
	Iteration 59Q: 3 clusters Score -7105644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -7105659.000000 Penalty: 5239.196777
	Iteration 60F: 3 clusters Score -7105659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36885 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -7105647.500000 Penalty: 5239.196777
	Iteration 61Q: 3 clusters Score -7105648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -7105655.000000 Penalty: 5239.196777
	Iteration 62Q: 3 clusters Score -7105655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -7105662.500000 Penalty: 5239.196777
	Iteration 63Q: 3 clusters Score -7105662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -7105661.000000 Penalty: 5239.196777
	Iteration 64Q: 3 clusters Score -7105661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36909 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -7105668.000000 Penalty: 5239.196777
	Iteration 65Q: 3 clusters Score -7105668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -7105661.500000 Penalty: 5239.196777
	Iteration 66Q: 3 clusters Score -7105662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36919 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -7105673.000000 Penalty: 5239.196777
	Iteration 67Q: 3 clusters Score -7105673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -7105671.000000 Penalty: 5239.196777
	Iteration 68Q: 3 clusters Score -7105671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -7105671.000000 Penalty: 5239.196777
	Iteration 69F: 3 clusters Score -7105671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Entering Unmasked Estep 
Score: -285167.000000 Penalty: 1836.110229
	Iteration 0F: 2 clusters Score -285167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -282828.468750 Penalty: 3672.220459
	Iteration 0F: 3 clusters Score -282828.5 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -283479.187500 Penalty: 3672.220459
	Iteration 1F: 3 clusters Score -283479.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -283903.968750 Penalty: 3672.220459
	Iteration 2F: 3 clusters Score -283904 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -284255.750000 Penalty: 3672.220459
	Iteration 3F: 3 clusters Score -284255.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -284547.281250 Penalty: 3672.220459
	Iteration 4F: 3 clusters Score -284547.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -284764.437500 Penalty: 3672.220459
	Iteration 5F: 3 clusters Score -284764.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -284882.468750 Penalty: 3672.220459
	Iteration 6Q: 3 clusters Score -284882.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -284926.156250 Penalty: 3672.220459
	Iteration 7Q: 3 clusters Score -284926.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -284941.968750 Penalty: 3672.220459
	Iteration 8Q: 3 clusters Score -284942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -284946.625000 Penalty: 3672.220459
	Iteration 9Q: 3 clusters Score -284946.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -284946.625000 Penalty: 3672.220459
	Iteration 10F: 3 clusters Score -284946.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (46786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46786 members 
Entering Unmasked Estep 
Score: -8487047.000000 Penalty: 2666.828369
	Iteration 0F: 2 clusters Score -8487047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 23461 members 
Entering Unmasked Estep 
Score: -8456569.000000 Penalty: 5333.656738
	Iteration 0F: 3 clusters Score -8456569 nChanged 21631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 24316 members 
Entering Unmasked Estep 
Score: -8468482.000000 Penalty: 5333.656738
	Iteration 1F: 3 clusters Score -8468482 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -8468952.000000 Penalty: 5333.656738
	Iteration 2Q: 3 clusters Score -8468952 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -8469616.000000 Penalty: 5333.656738
	Iteration 3Q: 3 clusters Score -8469616 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -8470399.000000 Penalty: 5333.656738
	Iteration 4Q: 3 clusters Score -8470399 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -8471496.000000 Penalty: 5333.656738
	Iteration 5Q: 3 clusters Score -8471496 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 30176 members 
Entering Unmasked Estep 
Score: -8473186.000000 Penalty: 5333.656738
	Iteration 6F: 3 clusters Score -8473186 nChanged 3100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -8475599.000000 Penalty: 5333.656738
	Iteration 7F: 3 clusters Score -8475599 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 34403 members 
Entering Unmasked Estep 
Score: -8478245.000000 Penalty: 5333.656738
	Iteration 8F: 3 clusters Score -8478245 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 35930 members 
Entering Unmasked Estep 
Score: -8480655.000000 Penalty: 5333.656738
	Iteration 9F: 3 clusters Score -8480655 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -8482309.000000 Penalty: 5333.656738
	Iteration 10Q: 3 clusters Score -8482309 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -8483326.000000 Penalty: 5333.656738
	Iteration 11Q: 3 clusters Score -8483326 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -8484034.000000 Penalty: 5333.656738
	Iteration 12Q: 3 clusters Score -8484034 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 38563 members 
Entering Unmasked Estep 
Score: -8484625.000000 Penalty: 5333.656738
	Iteration 13Q: 3 clusters Score -8484625 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 38882 members 
Entering Unmasked Estep 
Score: -8485175.000000 Penalty: 5333.656738
	Iteration 14Q: 3 clusters Score -8485175 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
Score: -8485520.000000 Penalty: 5333.656738
	Iteration 15Q: 3 clusters Score -8485520 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 39296 members 
Entering Unmasked Estep 
Score: -8485803.000000 Penalty: 5333.656738
	Iteration 16Q: 3 clusters Score -8485803 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 39467 members 
Entering Unmasked Estep 
Score: -8486019.000000 Penalty: 5333.656738
	Iteration 17Q: 3 clusters Score -8486019 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 39628 members 
Entering Unmasked Estep 
Score: -8486143.000000 Penalty: 5333.656738
	Iteration 18Q: 3 clusters Score -8486143 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -8486209.000000 Penalty: 5333.656738
	Iteration 19Q: 3 clusters Score -8486209 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 39824 members 
Entering Unmasked Estep 
Score: -8486263.000000 Penalty: 5333.656738
	Iteration 20F: 3 clusters Score -8486263 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
Score: -8486304.000000 Penalty: 5333.656738
	Iteration 21Q: 3 clusters Score -8486304 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -8486322.000000 Penalty: 5333.656738
	Iteration 22Q: 3 clusters Score -8486322 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -8486348.000000 Penalty: 5333.656738
	Iteration 23Q: 3 clusters Score -8486348 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 40085 members 
Entering Unmasked Estep 
Score: -8486360.000000 Penalty: 5333.656738
	Iteration 24Q: 3 clusters Score -8486360 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 40132 members 
Entering Unmasked Estep 
Score: -8486377.000000 Penalty: 5333.656738
	Iteration 25Q: 3 clusters Score -8486377 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 40163 members 
Entering Unmasked Estep 
Score: -8486396.000000 Penalty: 5333.656738
	Iteration 26Q: 3 clusters Score -8486396 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 40203 members 
Entering Unmasked Estep 
Score: -8486393.000000 Penalty: 5333.656738
	Iteration 27Q: 3 clusters Score -8486393 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 40229 members 
Entering Unmasked Estep 
Score: -8486400.000000 Penalty: 5333.656738
	Iteration 28Q: 3 clusters Score -8486400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -8486403.000000 Penalty: 5333.656738
	Iteration 29Q: 3 clusters Score -8486403 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -8486404.000000 Penalty: 5333.656738
	Iteration 30Q: 3 clusters Score -8486404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 40268 members 
Entering Unmasked Estep 
Score: -8486408.000000 Penalty: 5333.656738
	Iteration 31Q: 3 clusters Score -8486408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -8486403.000000 Penalty: 5333.656738
	Iteration 32Q: 3 clusters Score -8486403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -8486399.000000 Penalty: 5333.656738
	Iteration 33Q: 3 clusters Score -8486399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -8486398.000000 Penalty: 5333.656738
	Iteration 34Q: 3 clusters Score -8486398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -8486404.000000 Penalty: 5333.656738
	Iteration 35Q: 3 clusters Score -8486404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -8486400.000000 Penalty: 5333.656738
	Iteration 36Q: 3 clusters Score -8486400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -8486401.000000 Penalty: 5333.656738
	Iteration 37Q: 3 clusters Score -8486401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 40285 members 
Entering Unmasked Estep 
Score: -8486402.000000 Penalty: 5333.656738
	Iteration 38Q: 3 clusters Score -8486402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 40286 members 
Entering Unmasked Estep 
Score: -8486401.000000 Penalty: 5333.656738
	Iteration 39Q: 3 clusters Score -8486401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 40287 members 
Entering Unmasked Estep 
Score: -8486400.000000 Penalty: 5333.656738
	Iteration 40F: 3 clusters Score -8486400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -8486401.000000 Penalty: 5333.656738
	Iteration 41Q: 3 clusters Score -8486401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -8486403.000000 Penalty: 5333.656738
	Iteration 42Q: 3 clusters Score -8486403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -8486403.000000 Penalty: 5333.656738
	Iteration 43F: 3 clusters Score -8486403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (48963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48963 members 
Entering Unmasked Estep 
Score: -9060775.000000 Penalty: 2678.107422
	Iteration 0F: 2 clusters Score -9060775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -9032484.000000 Penalty: 5356.214844
	Iteration 0F: 3 clusters Score -9032484 nChanged 22472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -9044711.000000 Penalty: 5356.214844
	Iteration 1F: 3 clusters Score -9044711 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -9045533.000000 Penalty: 5356.214844
	Iteration 2Q: 3 clusters Score -9045533 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -9046348.000000 Penalty: 5356.214844
	Iteration 3Q: 3 clusters Score -9046348 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -9047284.000000 Penalty: 5356.214844
	Iteration 4Q: 3 clusters Score -9047284 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -9048278.000000 Penalty: 5356.214844
	Iteration 5F: 3 clusters Score -9048278 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 19978 members 
Entering Unmasked Estep 
Score: -9049415.000000 Penalty: 5356.214844
	Iteration 6F: 3 clusters Score -9049415 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -9050720.000000 Penalty: 5356.214844
	Iteration 7F: 3 clusters Score -9050720 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 17235 members 
Entering Unmasked Estep 
Score: -9052056.000000 Penalty: 5356.214844
	Iteration 8F: 3 clusters Score -9052056 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -9053572.000000 Penalty: 5356.214844
	Iteration 9F: 3 clusters Score -9053572 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34661 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -9055056.000000 Penalty: 5356.214844
	Iteration 10Q: 3 clusters Score -9055056 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -9056286.000000 Penalty: 5356.214844
	Iteration 11Q: 3 clusters Score -9056286 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37111 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -9057226.000000 Penalty: 5356.214844
	Iteration 12Q: 3 clusters Score -9057226 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38249 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -9057948.000000 Penalty: 5356.214844
	Iteration 13Q: 3 clusters Score -9057948 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -9058362.000000 Penalty: 5356.214844
	Iteration 14Q: 3 clusters Score -9058362 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -9058803.000000 Penalty: 5356.214844
	Iteration 15Q: 3 clusters Score -9058803 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -9059174.000000 Penalty: 5356.214844
	Iteration 16Q: 3 clusters Score -9059174 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -9059289.000000 Penalty: 5356.214844
	Iteration 17Q: 3 clusters Score -9059289 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -9059333.000000 Penalty: 5356.214844
	Iteration 18Q: 3 clusters Score -9059333 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -9059340.000000 Penalty: 5356.214844
	Iteration 19Q: 3 clusters Score -9059340 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46110 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -9059205.000000 Penalty: 5356.214844
	Iteration 20F: 3 clusters Score -9059205 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46927 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -9059031.000000 Penalty: 5356.214844
	Iteration 21Q: 3 clusters Score -9059031 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47529 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -9058914.000000 Penalty: 5356.214844
	Iteration 22Q: 3 clusters Score -9058914 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47922 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -9058825.000000 Penalty: 5356.214844
	Iteration 23Q: 3 clusters Score -9058825 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48153 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -9058788.000000 Penalty: 5356.214844
	Iteration 24Q: 3 clusters Score -9058788 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48299 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -9058775.000000 Penalty: 5356.214844
	Iteration 25Q: 3 clusters Score -9058775 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48388 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -9058727.000000 Penalty: 5356.214844
	Iteration 26Q: 3 clusters Score -9058727 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48439 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -9058741.000000 Penalty: 5356.214844
	Iteration 27Q: 3 clusters Score -9058741 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48482 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -9058727.000000 Penalty: 5356.214844
	Iteration 28Q: 3 clusters Score -9058727 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48510 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -9058725.000000 Penalty: 5356.214844
	Iteration 29Q: 3 clusters Score -9058725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48529 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -9058737.000000 Penalty: 5356.214844
	Iteration 30Q: 3 clusters Score -9058737 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48544 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -9058732.000000 Penalty: 5356.214844
	Iteration 31Q: 3 clusters Score -9058732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48554 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -9058727.000000 Penalty: 5356.214844
	Iteration 32Q: 3 clusters Score -9058727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -9058728.000000 Penalty: 5356.214844
	Iteration 33Q: 3 clusters Score -9058728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9058725.000000 Penalty: 5356.214844
	Iteration 34Q: 3 clusters Score -9058725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -9058725.000000 Penalty: 5356.214844
	Iteration 35Q: 3 clusters Score -9058725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48581 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -9058725.000000 Penalty: 5356.214844
	Iteration 36Q: 3 clusters Score -9058725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48583 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -9058727.000000 Penalty: 5356.214844
	Iteration 37Q: 3 clusters Score -9058727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48585 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -9058730.000000 Penalty: 5356.214844
	Iteration 38Q: 3 clusters Score -9058730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48585 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -9058730.000000 Penalty: 5356.214844
	Iteration 39F: 3 clusters Score -9058730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47133 members 
Entering Unmasked Estep 
Score: -8687390.000000 Penalty: 2668.660645
	Iteration 0F: 2 clusters Score -8687390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 23569 members 
Entering Unmasked Estep 
Score: -8658505.000000 Penalty: 5337.321289
	Iteration 0F: 3 clusters Score -8658505 nChanged 21698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -8670544.000000 Penalty: 5337.321289
	Iteration 1F: 3 clusters Score -8670544 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -8670998.000000 Penalty: 5337.321289
	Iteration 2Q: 3 clusters Score -8670998 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -8671421.000000 Penalty: 5337.321289
	Iteration 3Q: 3 clusters Score -8671421 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -8671761.000000 Penalty: 5337.321289
	Iteration 4Q: 3 clusters Score -8671761 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25420 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -8672084.000000 Penalty: 5337.321289
	Iteration 5Q: 3 clusters Score -8672084 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 20798 members 
Entering Unmasked Estep 
Score: -8672491.000000 Penalty: 5337.321289
	Iteration 6Q: 3 clusters Score -8672491 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27583 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -8673083.000000 Penalty: 5337.321289
	Iteration 7Q: 3 clusters Score -8673083 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29319 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -8673921.000000 Penalty: 5337.321289
	Iteration 8Q: 3 clusters Score -8673921 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -8675278.000000 Penalty: 5337.321289
	Iteration 9F: 3 clusters Score -8675278 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -8677085.000000 Penalty: 5337.321289
	Iteration 10F: 3 clusters Score -8677085 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -8679521.000000 Penalty: 5337.321289
	Iteration 11F: 3 clusters Score -8679521 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40806 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -8682016.000000 Penalty: 5337.321289
	Iteration 12F: 3 clusters Score -8682016 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -8683874.000000 Penalty: 5337.321289
	Iteration 13F: 3 clusters Score -8683874 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45324 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -8684520.000000 Penalty: 5337.321289
	Iteration 14Q: 3 clusters Score -8684520 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46306 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -8684789.000000 Penalty: 5337.321289
	Iteration 15Q: 3 clusters Score -8684789 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46666 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -8684925.000000 Penalty: 5337.321289
	Iteration 16Q: 3 clusters Score -8684925 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46805 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -8685032.000000 Penalty: 5337.321289
	Iteration 17Q: 3 clusters Score -8685032 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46860 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8685083.000000 Penalty: 5337.321289
	Iteration 18Q: 3 clusters Score -8685083 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46876 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8685100.000000 Penalty: 5337.321289
	Iteration 19Q: 3 clusters Score -8685100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -8685122.000000 Penalty: 5337.321289
	Iteration 20F: 3 clusters Score -8685122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8685130.000000 Penalty: 5337.321289
	Iteration 21Q: 3 clusters Score -8685130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -8685143.000000 Penalty: 5337.321289
	Iteration 22Q: 3 clusters Score -8685143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46897 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -8685144.000000 Penalty: 5337.321289
	Iteration 23Q: 3 clusters Score -8685144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46900 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -8685143.000000 Penalty: 5337.321289
	Iteration 24Q: 3 clusters Score -8685143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46904 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -8685152.000000 Penalty: 5337.321289
	Iteration 25Q: 3 clusters Score -8685152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46905 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -8685154.000000 Penalty: 5337.321289
	Iteration 26Q: 3 clusters Score -8685154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46906 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -8685154.000000 Penalty: 5337.321289
	Iteration 27Q: 3 clusters Score -8685154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46907 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -8685162.000000 Penalty: 5337.321289
	Iteration 28Q: 3 clusters Score -8685162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46907 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -8685162.000000 Penalty: 5337.321289
	Iteration 29F: 3 clusters Score -8685162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (50279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50279 members 
Entering Unmasked Estep 
Score: -9286702.000000 Penalty: 2684.685059
	Iteration 0F: 2 clusters Score -9286702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -9257486.000000 Penalty: 5369.370117
	Iteration 0F: 3 clusters Score -9257486 nChanged 23148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 23728 members 
Entering Unmasked Estep 
Score: -9270457.000000 Penalty: 5369.370117
	Iteration 1F: 3 clusters Score -9270457 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -9271159.000000 Penalty: 5369.370117
	Iteration 2Q: 3 clusters Score -9271159 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -9271926.000000 Penalty: 5369.370117
	Iteration 3Q: 3 clusters Score -9271926 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -9272931.000000 Penalty: 5369.370117
	Iteration 4Q: 3 clusters Score -9272931 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -9274334.000000 Penalty: 5369.370117
	Iteration 5F: 3 clusters Score -9274334 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34911 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -9276226.000000 Penalty: 5369.370117
	Iteration 6F: 3 clusters Score -9276226 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -9278700.000000 Penalty: 5369.370117
	Iteration 7F: 3 clusters Score -9278700 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -9281138.000000 Penalty: 5369.370117
	Iteration 8F: 3 clusters Score -9281138 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44164 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -9282879.000000 Penalty: 5369.370117
	Iteration 9F: 3 clusters Score -9282879 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46184 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -9283733.000000 Penalty: 5369.370117
	Iteration 10Q: 3 clusters Score -9283733 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47442 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -9284119.000000 Penalty: 5369.370117
	Iteration 11Q: 3 clusters Score -9284119 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48203 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -9284315.000000 Penalty: 5369.370117
	Iteration 12Q: 3 clusters Score -9284315 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48655 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -9284429.000000 Penalty: 5369.370117
	Iteration 13Q: 3 clusters Score -9284429 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48962 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -9284505.000000 Penalty: 5369.370117
	Iteration 14Q: 3 clusters Score -9284505 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49168 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -9284534.000000 Penalty: 5369.370117
	Iteration 15Q: 3 clusters Score -9284534 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49322 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -9284580.000000 Penalty: 5369.370117
	Iteration 16Q: 3 clusters Score -9284580 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49423 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -9284618.000000 Penalty: 5369.370117
	Iteration 17Q: 3 clusters Score -9284618 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49488 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -9284633.000000 Penalty: 5369.370117
	Iteration 18Q: 3 clusters Score -9284633 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49536 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -9284644.000000 Penalty: 5369.370117
	Iteration 19Q: 3 clusters Score -9284644 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49571 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -9284649.000000 Penalty: 5369.370117
	Iteration 20F: 3 clusters Score -9284649 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49589 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -9284664.000000 Penalty: 5369.370117
	Iteration 21Q: 3 clusters Score -9284664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49611 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -9284658.000000 Penalty: 5369.370117
	Iteration 22Q: 3 clusters Score -9284658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49633 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -9284665.000000 Penalty: 5369.370117
	Iteration 23Q: 3 clusters Score -9284665 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49654 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -9284675.000000 Penalty: 5369.370117
	Iteration 24Q: 3 clusters Score -9284675 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49663 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -9284672.000000 Penalty: 5369.370117
	Iteration 25Q: 3 clusters Score -9284672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49673 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -9284652.000000 Penalty: 5369.370117
	Iteration 26Q: 3 clusters Score -9284652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49678 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -9284668.000000 Penalty: 5369.370117
	Iteration 27Q: 3 clusters Score -9284668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49688 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -9284672.000000 Penalty: 5369.370117
	Iteration 28Q: 3 clusters Score -9284672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49694 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -9284674.000000 Penalty: 5369.370117
	Iteration 29Q: 3 clusters Score -9284674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49704 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -9284679.000000 Penalty: 5369.370117
	Iteration 30Q: 3 clusters Score -9284679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49709 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -9284677.000000 Penalty: 5369.370117
	Iteration 31Q: 3 clusters Score -9284677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49712 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -9284677.000000 Penalty: 5369.370117
	Iteration 32Q: 3 clusters Score -9284677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49717 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -9284685.000000 Penalty: 5369.370117
	Iteration 33Q: 3 clusters Score -9284685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49721 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -9284681.000000 Penalty: 5369.370117
	Iteration 34Q: 3 clusters Score -9284681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49722 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -9284684.000000 Penalty: 5369.370117
	Iteration 35Q: 3 clusters Score -9284684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49724 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -9284683.000000 Penalty: 5369.370117
	Iteration 36Q: 3 clusters Score -9284683 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49727 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -9284686.000000 Penalty: 5369.370117
	Iteration 37Q: 3 clusters Score -9284686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49728 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -9284680.000000 Penalty: 5369.370117
	Iteration 38Q: 3 clusters Score -9284680 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49728 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -9284680.000000 Penalty: 5369.370117
	Iteration 39F: 3 clusters Score -9284680 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (43282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Entering Unmasked Estep 
Score: -7938545.000000 Penalty: 2647.521973
	Iteration 0F: 2 clusters Score -7938545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -7910058.000000 Penalty: 5295.043945
	Iteration 0F: 3 clusters Score -7910058 nChanged 19971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -7921121.500000 Penalty: 5295.043945
	Iteration 1F: 3 clusters Score -7921122 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -7921588.500000 Penalty: 5295.043945
	Iteration 2Q: 3 clusters Score -7921588 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -7922005.500000 Penalty: 5295.043945
	Iteration 3Q: 3 clusters Score -7922006 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -7922476.000000 Penalty: 5295.043945
	Iteration 4Q: 3 clusters Score -7922476 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -7922992.000000 Penalty: 5295.043945
	Iteration 5Q: 3 clusters Score -7922992 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25958 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -7923619.000000 Penalty: 5295.043945
	Iteration 6Q: 3 clusters Score -7923619 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -7924549.000000 Penalty: 5295.043945
	Iteration 7Q: 3 clusters Score -7924549 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29579 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -7925858.000000 Penalty: 5295.043945
	Iteration 8F: 3 clusters Score -7925858 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -7927601.500000 Penalty: 5295.043945
	Iteration 9F: 3 clusters Score -7927602 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -7929608.000000 Penalty: 5295.043945
	Iteration 10F: 3 clusters Score -7929608 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -7931592.500000 Penalty: 5295.043945
	Iteration 11F: 3 clusters Score -7931592 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38793 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -7933247.500000 Penalty: 5295.043945
	Iteration 12Q: 3 clusters Score -7933248 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -7934489.500000 Penalty: 5295.043945
	Iteration 13Q: 3 clusters Score -7934490 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -7935343.500000 Penalty: 5295.043945
	Iteration 14Q: 3 clusters Score -7935344 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42221 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -7935755.000000 Penalty: 5295.043945
	Iteration 15Q: 3 clusters Score -7935755 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -7936014.500000 Penalty: 5295.043945
	Iteration 16Q: 3 clusters Score -7936014 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42820 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -7936144.500000 Penalty: 5295.043945
	Iteration 17Q: 3 clusters Score -7936144 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42912 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7936216.000000 Penalty: 5295.043945
	Iteration 18Q: 3 clusters Score -7936216 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -7936271.500000 Penalty: 5295.043945
	Iteration 19Q: 3 clusters Score -7936272 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42976 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -7936309.500000 Penalty: 5295.043945
	Iteration 20F: 3 clusters Score -7936310 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -7936330.000000 Penalty: 5295.043945
	Iteration 21Q: 3 clusters Score -7936330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -7936345.000000 Penalty: 5295.043945
	Iteration 22Q: 3 clusters Score -7936345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -7936349.000000 Penalty: 5295.043945
	Iteration 23Q: 3 clusters Score -7936349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7936348.000000 Penalty: 5295.043945
	Iteration 24Q: 3 clusters Score -7936348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43011 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7936350.500000 Penalty: 5295.043945
	Iteration 25Q: 3 clusters Score -7936350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43015 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7936353.500000 Penalty: 5295.043945
	Iteration 26Q: 3 clusters Score -7936354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43015 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7936356.500000 Penalty: 5295.043945
	Iteration 27Q: 3 clusters Score -7936356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43015 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7936356.500000 Penalty: 5295.043945
	Iteration 28F: 3 clusters Score -7936356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 43803 members 
Mstep: Class 5 contains 44717 members 
Mstep: Class 6 contains 45361 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43380 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43396 members 
Mstep: Class 15 contains 44002 members 
Mstep: Class 16 contains 25719 members 
Mstep: Class 17 contains 38673 members 
Mstep: Class 18 contains 1642 members 
Mstep: Class 19 contains 46786 members 
Mstep: Class 20 contains 48963 members 
Mstep: Class 22 contains 47133 members 
Mstep: Class 23 contains 50279 members 
Mstep: Class 24 contains 43282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216744.000000 Penalty: 76057.484375
Iteration 319Q: 24 clusters Score -1.112167e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2372 members 
Mstep: Class 4 contains 43796 members 
Mstep: Class 5 contains 44707 members 
Mstep: Class 6 contains 45359 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43378 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43400 members 
Mstep: Class 15 contains 44013 members 
Mstep: Class 16 contains 25718 members 
Mstep: Class 17 contains 38670 members 
Mstep: Class 18 contains 1643 members 
Mstep: Class 19 contains 46786 members 
Mstep: Class 20 contains 48963 members 
Mstep: Class 22 contains 47126 members 
Mstep: Class 23 contains 50287 members 
Mstep: Class 24 contains 43290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216712.000000 Penalty: 76057.484375
Iteration 320F: 24 clusters Score -1.112167e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2373 members 
Mstep: Class 4 contains 43796 members 
Mstep: Class 5 contains 44708 members 
Mstep: Class 6 contains 45346 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43384 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43403 members 
Mstep: Class 15 contains 44017 members 
Mstep: Class 16 contains 25714 members 
Mstep: Class 17 contains 38672 members 
Mstep: Class 18 contains 1645 members 
Mstep: Class 19 contains 46789 members 
Mstep: Class 20 contains 48962 members 
Mstep: Class 22 contains 47111 members 
Mstep: Class 23 contains 50293 members 
Mstep: Class 24 contains 43298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216928.000000 Penalty: 76057.484375
Iteration 321Q: 24 clusters Score -1.112169e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2373 members 
Mstep: Class 4 contains 43795 members 
Mstep: Class 5 contains 44713 members 
Mstep: Class 6 contains 45347 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43382 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43410 members 
Mstep: Class 15 contains 44018 members 
Mstep: Class 16 contains 25713 members 
Mstep: Class 17 contains 38673 members 
Mstep: Class 18 contains 1644 members 
Mstep: Class 19 contains 46795 members 
Mstep: Class 20 contains 48966 members 
Mstep: Class 22 contains 47090 members 
Mstep: Class 23 contains 50291 members 
Mstep: Class 24 contains 43305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216848.000000 Penalty: 76057.484375
Iteration 322Q: 24 clusters Score -1.112168e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2373 members 
Mstep: Class 4 contains 43803 members 
Mstep: Class 5 contains 44716 members 
Mstep: Class 6 contains 45342 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43390 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43410 members 
Mstep: Class 15 contains 44019 members 
Mstep: Class 16 contains 25712 members 
Mstep: Class 17 contains 38662 members 
Mstep: Class 18 contains 1643 members 
Mstep: Class 19 contains 46789 members 
Mstep: Class 20 contains 48973 members 
Mstep: Class 22 contains 47082 members 
Mstep: Class 23 contains 50280 members 
Mstep: Class 24 contains 43315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216840.000000 Penalty: 76057.484375
Iteration 323Q: 24 clusters Score -1.112168e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43411 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2373 members 
Mstep: Class 4 contains 43800 members 
Mstep: Class 5 contains 44724 members 
Mstep: Class 6 contains 45345 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43387 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43416 members 
Mstep: Class 15 contains 44026 members 
Mstep: Class 16 contains 25713 members 
Mstep: Class 17 contains 38661 members 
Mstep: Class 18 contains 1643 members 
Mstep: Class 19 contains 46782 members 
Mstep: Class 20 contains 48980 members 
Mstep: Class 22 contains 47073 members 
Mstep: Class 23 contains 50270 members 
Mstep: Class 24 contains 43327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216920.000000 Penalty: 76057.484375
Iteration 324Q: 24 clusters Score -1.112169e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43411 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2373 members 
Mstep: Class 4 contains 43806 members 
Mstep: Class 5 contains 44731 members 
Mstep: Class 6 contains 45344 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43389 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43411 members 
Mstep: Class 15 contains 44029 members 
Mstep: Class 16 contains 25713 members 
Mstep: Class 17 contains 38665 members 
Mstep: Class 18 contains 1643 members 
Mstep: Class 19 contains 46780 members 
Mstep: Class 20 contains 48966 members 
Mstep: Class 22 contains 47059 members 
Mstep: Class 23 contains 50271 members 
Mstep: Class 24 contains 43340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216920.000000 Penalty: 76057.484375
Iteration 325Q: 24 clusters Score -1.112169e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2373 members 
Mstep: Class 4 contains 43803 members 
Mstep: Class 5 contains 44720 members 
Mstep: Class 6 contains 45345 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43404 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43416 members 
Mstep: Class 15 contains 44038 members 
Mstep: Class 16 contains 25710 members 
Mstep: Class 17 contains 38667 members 
Mstep: Class 18 contains 1643 members 
Mstep: Class 19 contains 46775 members 
Mstep: Class 20 contains 48971 members 
Mstep: Class 22 contains 47053 members 
Mstep: Class 23 contains 50263 members 
Mstep: Class 24 contains 43342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216832.000000 Penalty: 76057.484375
Iteration 326Q: 24 clusters Score -1.112168e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2373 members 
Mstep: Class 4 contains 43796 members 
Mstep: Class 5 contains 44713 members 
Mstep: Class 6 contains 45357 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43411 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43418 members 
Mstep: Class 15 contains 44031 members 
Mstep: Class 16 contains 25706 members 
Mstep: Class 17 contains 38673 members 
Mstep: Class 18 contains 1644 members 
Mstep: Class 19 contains 46774 members 
Mstep: Class 20 contains 48984 members 
Mstep: Class 22 contains 47056 members 
Mstep: Class 23 contains 50242 members 
Mstep: Class 24 contains 43348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216784.000000 Penalty: 76057.484375
Iteration 327Q: 24 clusters Score -1.112168e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2373 members 
Mstep: Class 4 contains 43798 members 
Mstep: Class 5 contains 44715 members 
Mstep: Class 6 contains 45361 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43416 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43413 members 
Mstep: Class 15 contains 44030 members 
Mstep: Class 16 contains 25704 members 
Mstep: Class 17 contains 38680 members 
Mstep: Class 18 contains 1644 members 
Mstep: Class 19 contains 46768 members 
Mstep: Class 20 contains 48976 members 
Mstep: Class 22 contains 47051 members 
Mstep: Class 23 contains 50249 members 
Mstep: Class 24 contains 43347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216768.000000 Penalty: 76057.484375
Iteration 328Q: 24 clusters Score -1.112168e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2373 members 
Mstep: Class 4 contains 43804 members 
Mstep: Class 5 contains 44711 members 
Mstep: Class 6 contains 45365 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43410 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43409 members 
Mstep: Class 15 contains 44029 members 
Mstep: Class 16 contains 25696 members 
Mstep: Class 17 contains 38687 members 
Mstep: Class 18 contains 1644 members 
Mstep: Class 19 contains 46768 members 
Mstep: Class 20 contains 48977 members 
Mstep: Class 22 contains 47051 members 
Mstep: Class 23 contains 50254 members 
Mstep: Class 24 contains 43347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216792.000000 Penalty: 76057.484375
Iteration 329Q: 24 clusters Score -1.112168e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2373 members 
Mstep: Class 4 contains 43811 members 
Mstep: Class 5 contains 44714 members 
Mstep: Class 6 contains 45370 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43405 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43396 members 
Mstep: Class 15 contains 44027 members 
Mstep: Class 16 contains 25697 members 
Mstep: Class 17 contains 38682 members 
Mstep: Class 18 contains 1644 members 
Mstep: Class 19 contains 46763 members 
Mstep: Class 20 contains 48991 members 
Mstep: Class 22 contains 47044 members 
Mstep: Class 23 contains 50260 members 
Mstep: Class 24 contains 43341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216856.000000 Penalty: 76057.484375
Iteration 330Q: 24 clusters Score -1.112169e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2373 members 
Mstep: Class 4 contains 43815 members 
Mstep: Class 5 contains 44717 members 
Mstep: Class 6 contains 45376 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43401 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43395 members 
Mstep: Class 15 contains 44029 members 
Mstep: Class 16 contains 25697 members 
Mstep: Class 17 contains 38675 members 
Mstep: Class 18 contains 1644 members 
Mstep: Class 19 contains 46769 members 
Mstep: Class 20 contains 48997 members 
Mstep: Class 22 contains 47027 members 
Mstep: Class 23 contains 50257 members 
Mstep: Class 24 contains 43345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216832.000000 Penalty: 76057.484375
Iteration 331Q: 24 clusters Score -1.112168e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2373 members 
Mstep: Class 4 contains 43825 members 
Mstep: Class 5 contains 44722 members 
Mstep: Class 6 contains 45382 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43393 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43399 members 
Mstep: Class 15 contains 44024 members 
Mstep: Class 16 contains 25697 members 
Mstep: Class 17 contains 38673 members 
Mstep: Class 18 contains 1644 members 
Mstep: Class 19 contains 46775 members 
Mstep: Class 20 contains 48986 members 
Mstep: Class 22 contains 47017 members 
Mstep: Class 23 contains 50252 members 
Mstep: Class 24 contains 43351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216920.000000 Penalty: 76057.484375
Iteration 332Q: 24 clusters Score -1.112169e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2373 members 
Mstep: Class 4 contains 43825 members 
Mstep: Class 5 contains 44720 members 
Mstep: Class 6 contains 45378 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43395 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43398 members 
Mstep: Class 15 contains 44027 members 
Mstep: Class 16 contains 25698 members 
Mstep: Class 17 contains 38669 members 
Mstep: Class 18 contains 1643 members 
Mstep: Class 19 contains 46781 members 
Mstep: Class 20 contains 48986 members 
Mstep: Class 22 contains 47019 members 
Mstep: Class 23 contains 50247 members 
Mstep: Class 24 contains 43352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216960.000000 Penalty: 76057.484375
Iteration 333Q: 24 clusters Score -1.11217e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2373 members 
Mstep: Class 4 contains 43822 members 
Mstep: Class 5 contains 44717 members 
Mstep: Class 6 contains 45379 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43400 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43393 members 
Mstep: Class 15 contains 44032 members 
Mstep: Class 16 contains 25699 members 
Mstep: Class 17 contains 38664 members 
Mstep: Class 18 contains 1641 members 
Mstep: Class 19 contains 46785 members 
Mstep: Class 20 contains 48975 members 
Mstep: Class 22 contains 47036 members 
Mstep: Class 23 contains 50241 members 
Mstep: Class 24 contains 43356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217024.000000 Penalty: 76057.484375
Iteration 334Q: 24 clusters Score -1.11217e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2373 members 
Mstep: Class 4 contains 43822 members 
Mstep: Class 5 contains 44721 members 
Mstep: Class 6 contains 45382 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43396 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43389 members 
Mstep: Class 15 contains 44036 members 
Mstep: Class 16 contains 25699 members 
Mstep: Class 17 contains 38661 members 
Mstep: Class 18 contains 1639 members 
Mstep: Class 19 contains 46796 members 
Mstep: Class 20 contains 48980 members 
Mstep: Class 22 contains 47031 members 
Mstep: Class 23 contains 50235 members 
Mstep: Class 24 contains 43353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217072.000000 Penalty: 76057.484375
Iteration 335Q: 24 clusters Score -1.112171e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2373 members 
Mstep: Class 4 contains 43821 members 
Mstep: Class 5 contains 44722 members 
Mstep: Class 6 contains 45387 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43391 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43395 members 
Mstep: Class 15 contains 44035 members 
Mstep: Class 16 contains 25699 members 
Mstep: Class 17 contains 38667 members 
Mstep: Class 18 contains 1639 members 
Mstep: Class 19 contains 46798 members 
Mstep: Class 20 contains 48969 members 
Mstep: Class 22 contains 47041 members 
Mstep: Class 23 contains 50223 members 
Mstep: Class 24 contains 43355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217016.000000 Penalty: 76057.484375
Iteration 336Q: 24 clusters Score -1.11217e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2373 members 
Mstep: Class 4 contains 43821 members 
Mstep: Class 5 contains 44717 members 
Mstep: Class 6 contains 45385 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43394 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43395 members 
Mstep: Class 15 contains 44026 members 
Mstep: Class 16 contains 25699 members 
Mstep: Class 17 contains 38669 members 
Mstep: Class 18 contains 1639 members 
Mstep: Class 19 contains 46798 members 
Mstep: Class 20 contains 48975 members 
Mstep: Class 22 contains 47053 members 
Mstep: Class 23 contains 50214 members 
Mstep: Class 24 contains 43358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217160.000000 Penalty: 76057.484375
Iteration 337Q: 24 clusters Score -1.112172e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2373 members 
Mstep: Class 4 contains 43825 members 
Mstep: Class 5 contains 44714 members 
Mstep: Class 6 contains 45380 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43394 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43396 members 
Mstep: Class 15 contains 44026 members 
Mstep: Class 16 contains 25699 members 
Mstep: Class 17 contains 38671 members 
Mstep: Class 18 contains 1639 members 
Mstep: Class 19 contains 46799 members 
Mstep: Class 20 contains 48977 members 
Mstep: Class 22 contains 47065 members 
Mstep: Class 23 contains 50199 members 
Mstep: Class 24 contains 43357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217056.000000 Penalty: 76057.484375
Iteration 338Q: 24 clusters Score -1.112171e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2373 members 
Mstep: Class 4 contains 43823 members 
Mstep: Class 5 contains 44712 members 
Mstep: Class 6 contains 45379 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43394 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43398 members 
Mstep: Class 15 contains 44026 members 
Mstep: Class 16 contains 25697 members 
Mstep: Class 17 contains 38663 members 
Mstep: Class 18 contains 1639 members 
Mstep: Class 19 contains 46800 members 
Mstep: Class 20 contains 48975 members 
Mstep: Class 22 contains 47075 members 
Mstep: Class 23 contains 50198 members 
Mstep: Class 24 contains 43358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217040.000000 Penalty: 76057.484375
Iteration 339Q: 24 clusters Score -1.11217e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43823 members 
Mstep: Class 5 contains 44705 members 
Mstep: Class 6 contains 45385 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43390 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43396 members 
Mstep: Class 15 contains 44024 members 
Mstep: Class 16 contains 25694 members 
Mstep: Class 17 contains 38671 members 
Mstep: Class 18 contains 1639 members 
Mstep: Class 19 contains 46800 members 
Mstep: Class 20 contains 48985 members 
Mstep: Class 22 contains 47078 members 
Mstep: Class 23 contains 50193 members 
Mstep: Class 24 contains 43357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217056.000000 Penalty: 76057.484375
Iteration 340F: 24 clusters Score -1.112171e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43821 members 
Mstep: Class 5 contains 44700 members 
Mstep: Class 6 contains 45391 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43387 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43396 members 
Mstep: Class 15 contains 44024 members 
Mstep: Class 16 contains 25692 members 
Mstep: Class 17 contains 38671 members 
Mstep: Class 18 contains 1639 members 
Mstep: Class 19 contains 46804 members 
Mstep: Class 20 contains 48987 members 
Mstep: Class 22 contains 47086 members 
Mstep: Class 23 contains 50185 members 
Mstep: Class 24 contains 43358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217072.000000 Penalty: 76057.484375
Iteration 341Q: 24 clusters Score -1.112171e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43822 members 
Mstep: Class 5 contains 44697 members 
Mstep: Class 6 contains 45392 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43385 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43398 members 
Mstep: Class 15 contains 44031 members 
Mstep: Class 16 contains 25690 members 
Mstep: Class 17 contains 38671 members 
Mstep: Class 18 contains 1639 members 
Mstep: Class 19 contains 46808 members 
Mstep: Class 20 contains 48987 members 
Mstep: Class 22 contains 47079 members 
Mstep: Class 23 contains 50189 members 
Mstep: Class 24 contains 43354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217056.000000 Penalty: 76057.484375
Iteration 342Q: 24 clusters Score -1.112171e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43411 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43823 members 
Mstep: Class 5 contains 44695 members 
Mstep: Class 6 contains 45387 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43377 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43397 members 
Mstep: Class 15 contains 44039 members 
Mstep: Class 16 contains 25688 members 
Mstep: Class 17 contains 38671 members 
Mstep: Class 18 contains 1639 members 
Mstep: Class 19 contains 46811 members 
Mstep: Class 20 contains 48995 members 
Mstep: Class 22 contains 47081 members 
Mstep: Class 23 contains 50193 members 
Mstep: Class 24 contains 43350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217024.000000 Penalty: 76057.484375
Iteration 343Q: 24 clusters Score -1.11217e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43818 members 
Mstep: Class 5 contains 44692 members 
Mstep: Class 6 contains 45389 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43375 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43395 members 
Mstep: Class 15 contains 44050 members 
Mstep: Class 16 contains 25689 members 
Mstep: Class 17 contains 38674 members 
Mstep: Class 18 contains 1639 members 
Mstep: Class 19 contains 46809 members 
Mstep: Class 20 contains 48991 members 
Mstep: Class 22 contains 47083 members 
Mstep: Class 23 contains 50196 members 
Mstep: Class 24 contains 43352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217024.000000 Penalty: 76057.484375
Iteration 344Q: 24 clusters Score -1.11217e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43819 members 
Mstep: Class 5 contains 44686 members 
Mstep: Class 6 contains 45385 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43371 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43397 members 
Mstep: Class 15 contains 44049 members 
Mstep: Class 16 contains 25690 members 
Mstep: Class 17 contains 38672 members 
Mstep: Class 18 contains 1638 members 
Mstep: Class 19 contains 46816 members 
Mstep: Class 20 contains 48997 members 
Mstep: Class 22 contains 47091 members 
Mstep: Class 23 contains 50185 members 
Mstep: Class 24 contains 43352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216992.000000 Penalty: 76057.484375
Iteration 345Q: 24 clusters Score -1.11217e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43820 members 
Mstep: Class 5 contains 44683 members 
Mstep: Class 6 contains 45381 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43373 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43405 members 
Mstep: Class 15 contains 44044 members 
Mstep: Class 16 contains 25687 members 
Mstep: Class 17 contains 38673 members 
Mstep: Class 18 contains 1638 members 
Mstep: Class 19 contains 46820 members 
Mstep: Class 20 contains 48993 members 
Mstep: Class 22 contains 47096 members 
Mstep: Class 23 contains 50176 members 
Mstep: Class 24 contains 43355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216880.000000 Penalty: 76057.484375
Iteration 346Q: 24 clusters Score -1.112169e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43818 members 
Mstep: Class 5 contains 44677 members 
Mstep: Class 6 contains 45388 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43370 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43407 members 
Mstep: Class 15 contains 44051 members 
Mstep: Class 16 contains 25688 members 
Mstep: Class 17 contains 38673 members 
Mstep: Class 18 contains 1638 members 
Mstep: Class 19 contains 46822 members 
Mstep: Class 20 contains 48994 members 
Mstep: Class 22 contains 47102 members 
Mstep: Class 23 contains 50161 members 
Mstep: Class 24 contains 43354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216824.000000 Penalty: 76057.484375
Iteration 347Q: 24 clusters Score -1.112168e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43816 members 
Mstep: Class 5 contains 44676 members 
Mstep: Class 6 contains 45396 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43368 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43406 members 
Mstep: Class 15 contains 44052 members 
Mstep: Class 16 contains 25687 members 
Mstep: Class 17 contains 38676 members 
Mstep: Class 18 contains 1638 members 
Mstep: Class 19 contains 46824 members 
Mstep: Class 20 contains 49000 members 
Mstep: Class 22 contains 47092 members 
Mstep: Class 23 contains 50158 members 
Mstep: Class 24 contains 43349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216736.000000 Penalty: 76057.484375
Iteration 348Q: 24 clusters Score -1.112167e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43815 members 
Mstep: Class 5 contains 44679 members 
Mstep: Class 6 contains 45399 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43368 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43406 members 
Mstep: Class 15 contains 44046 members 
Mstep: Class 16 contains 25687 members 
Mstep: Class 17 contains 38676 members 
Mstep: Class 18 contains 1638 members 
Mstep: Class 19 contains 46827 members 
Mstep: Class 20 contains 49008 members 
Mstep: Class 22 contains 47090 members 
Mstep: Class 23 contains 50150 members 
Mstep: Class 24 contains 43347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216856.000000 Penalty: 76057.484375
Iteration 349Q: 24 clusters Score -1.112169e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43818 members 
Mstep: Class 5 contains 44675 members 
Mstep: Class 6 contains 45402 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43366 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43410 members 
Mstep: Class 15 contains 44048 members 
Mstep: Class 16 contains 25686 members 
Mstep: Class 17 contains 38676 members 
Mstep: Class 18 contains 1638 members 
Mstep: Class 19 contains 46827 members 
Mstep: Class 20 contains 49014 members 
Mstep: Class 22 contains 47084 members 
Mstep: Class 23 contains 50146 members 
Mstep: Class 24 contains 43345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216960.000000 Penalty: 76057.484375
Iteration 350Q: 24 clusters Score -1.11217e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43818 members 
Mstep: Class 5 contains 44669 members 
Mstep: Class 6 contains 45408 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43365 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43414 members 
Mstep: Class 15 contains 44047 members 
Mstep: Class 16 contains 25688 members 
Mstep: Class 17 contains 38677 members 
Mstep: Class 18 contains 1638 members 
Mstep: Class 19 contains 46830 members 
Mstep: Class 20 contains 49020 members 
Mstep: Class 22 contains 47083 members 
Mstep: Class 23 contains 50140 members 
Mstep: Class 24 contains 43342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216944.000000 Penalty: 76057.484375
Iteration 351Q: 24 clusters Score -1.112169e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43817 members 
Mstep: Class 5 contains 44669 members 
Mstep: Class 6 contains 45411 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43366 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43420 members 
Mstep: Class 15 contains 44042 members 
Mstep: Class 16 contains 25689 members 
Mstep: Class 17 contains 38677 members 
Mstep: Class 18 contains 1637 members 
Mstep: Class 19 contains 46829 members 
Mstep: Class 20 contains 49026 members 
Mstep: Class 22 contains 47084 members 
Mstep: Class 23 contains 50129 members 
Mstep: Class 24 contains 43340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216888.000000 Penalty: 76057.484375
Iteration 352Q: 24 clusters Score -1.112169e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43815 members 
Mstep: Class 5 contains 44666 members 
Mstep: Class 6 contains 45417 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43371 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43422 members 
Mstep: Class 15 contains 44045 members 
Mstep: Class 16 contains 25689 members 
Mstep: Class 17 contains 38672 members 
Mstep: Class 18 contains 1638 members 
Mstep: Class 19 contains 46829 members 
Mstep: Class 20 contains 49023 members 
Mstep: Class 22 contains 47085 members 
Mstep: Class 23 contains 50129 members 
Mstep: Class 24 contains 43337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216896.000000 Penalty: 76057.484375
Iteration 353Q: 24 clusters Score -1.112169e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43817 members 
Mstep: Class 5 contains 44670 members 
Mstep: Class 6 contains 45415 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43376 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43422 members 
Mstep: Class 15 contains 44046 members 
Mstep: Class 16 contains 25689 members 
Mstep: Class 17 contains 38673 members 
Mstep: Class 18 contains 1638 members 
Mstep: Class 19 contains 46826 members 
Mstep: Class 20 contains 49022 members 
Mstep: Class 22 contains 47088 members 
Mstep: Class 23 contains 50125 members 
Mstep: Class 24 contains 43333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216960.000000 Penalty: 76057.484375
Iteration 354Q: 24 clusters Score -1.11217e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43819 members 
Mstep: Class 5 contains 44675 members 
Mstep: Class 6 contains 45413 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43379 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43423 members 
Mstep: Class 15 contains 44048 members 
Mstep: Class 16 contains 25689 members 
Mstep: Class 17 contains 38672 members 
Mstep: Class 18 contains 1638 members 
Mstep: Class 19 contains 46828 members 
Mstep: Class 20 contains 49016 members 
Mstep: Class 22 contains 47092 members 
Mstep: Class 23 contains 50123 members 
Mstep: Class 24 contains 43329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216992.000000 Penalty: 76057.484375
Iteration 355Q: 24 clusters Score -1.11217e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43817 members 
Mstep: Class 5 contains 44679 members 
Mstep: Class 6 contains 45408 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43374 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43423 members 
Mstep: Class 15 contains 44046 members 
Mstep: Class 16 contains 25688 members 
Mstep: Class 17 contains 38676 members 
Mstep: Class 18 contains 1638 members 
Mstep: Class 19 contains 46836 members 
Mstep: Class 20 contains 49014 members 
Mstep: Class 22 contains 47095 members 
Mstep: Class 23 contains 50124 members 
Mstep: Class 24 contains 43323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216968.000000 Penalty: 76057.484375
Iteration 356Q: 24 clusters Score -1.11217e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43817 members 
Mstep: Class 5 contains 44675 members 
Mstep: Class 6 contains 45407 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43367 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43420 members 
Mstep: Class 15 contains 44045 members 
Mstep: Class 16 contains 25688 members 
Mstep: Class 17 contains 38680 members 
Mstep: Class 18 contains 1638 members 
Mstep: Class 19 contains 46839 members 
Mstep: Class 20 contains 49017 members 
Mstep: Class 22 contains 47102 members 
Mstep: Class 23 contains 50125 members 
Mstep: Class 24 contains 43323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217064.000000 Penalty: 76057.484375
Iteration 357Q: 24 clusters Score -1.112171e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43414 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43819 members 
Mstep: Class 5 contains 44666 members 
Mstep: Class 6 contains 45407 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43364 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43425 members 
Mstep: Class 15 contains 44044 members 
Mstep: Class 16 contains 25687 members 
Mstep: Class 17 contains 38676 members 
Mstep: Class 18 contains 1638 members 
Mstep: Class 19 contains 46840 members 
Mstep: Class 20 contains 49019 members 
Mstep: Class 22 contains 47115 members 
Mstep: Class 23 contains 50121 members 
Mstep: Class 24 contains 43322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217192.000000 Penalty: 76057.484375
Iteration 358Q: 24 clusters Score -1.112172e+08 nChanged 81
Entering ConstructFrom: 
Score: -111217192.000000 Penalty: 76057.484375
Entering ConstructFrom: 
Trying to split cluster 1 (43416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43416 members 
Entering Unmasked Estep 
Score: -7948776.000000 Penalty: 2648.288574
	Iteration 0F: 2 clusters Score -7948776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -7919897.500000 Penalty: 5296.577148
	Iteration 0F: 3 clusters Score -7919898 nChanged 20170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -7931221.000000 Penalty: 5296.577148
	Iteration 1F: 3 clusters Score -7931221 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -7931887.500000 Penalty: 5296.577148
	Iteration 2Q: 3 clusters Score -7931888 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25497 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -7932682.000000 Penalty: 5296.577148
	Iteration 3Q: 3 clusters Score -7932682 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -7933753.000000 Penalty: 5296.577148
	Iteration 4Q: 3 clusters Score -7933753 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -7935208.500000 Penalty: 5296.577148
	Iteration 5F: 3 clusters Score -7935208 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -7937125.000000 Penalty: 5296.577148
	Iteration 6F: 3 clusters Score -7937125 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -7939516.500000 Penalty: 5296.577148
	Iteration 7F: 3 clusters Score -7939516 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -7942092.000000 Penalty: 5296.577148
	Iteration 8F: 3 clusters Score -7942092 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -7944248.000000 Penalty: 5296.577148
	Iteration 9F: 3 clusters Score -7944248 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42021 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -7945469.500000 Penalty: 5296.577148
	Iteration 10Q: 3 clusters Score -7945470 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -7945996.500000 Penalty: 5296.577148
	Iteration 11Q: 3 clusters Score -7945996 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43029 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -7946237.000000 Penalty: 5296.577148
	Iteration 12Q: 3 clusters Score -7946237 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43115 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -7946328.000000 Penalty: 5296.577148
	Iteration 13Q: 3 clusters Score -7946328 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7946393.000000 Penalty: 5296.577148
	Iteration 14Q: 3 clusters Score -7946393 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -7946424.500000 Penalty: 5296.577148
	Iteration 15Q: 3 clusters Score -7946424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43191 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7946449.000000 Penalty: 5296.577148
	Iteration 16Q: 3 clusters Score -7946449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43199 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -7946462.000000 Penalty: 5296.577148
	Iteration 17Q: 3 clusters Score -7946462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43203 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -7946467.000000 Penalty: 5296.577148
	Iteration 18Q: 3 clusters Score -7946467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43207 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -7946478.000000 Penalty: 5296.577148
	Iteration 19Q: 3 clusters Score -7946478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -7946480.500000 Penalty: 5296.577148
	Iteration 20F: 3 clusters Score -7946480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -28538.332031 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -28538.33 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 181 members 
Entering Unmasked Estep 
Score: -27370.505859 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -27370.51 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -27642.150391 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -27642.15 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -27730.203125 Penalty: 2933.097656
	Iteration 2F: 3 clusters Score -27730.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -27823.236328 Penalty: 2933.097656
	Iteration 3Q: 3 clusters Score -27823.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -27911.130859 Penalty: 2933.097656
	Iteration 4Q: 3 clusters Score -27911.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -27970.580078 Penalty: 2933.097656
	Iteration 5Q: 3 clusters Score -27970.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -27977.414062 Penalty: 2933.097656
	Iteration 6Q: 3 clusters Score -27977.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -27977.414062 Penalty: 2933.097656
	Iteration 7F: 3 clusters Score -27977.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Entering Unmasked Estep 
Score: -404709.625000 Penalty: 1927.538208
	Iteration 0F: 2 clusters Score -404709.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -401890.281250 Penalty: 3855.076416
	Iteration 0F: 3 clusters Score -401890.3 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -402574.687500 Penalty: 3855.076416
	Iteration 1F: 3 clusters Score -402574.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -402829.593750 Penalty: 3855.076416
	Iteration 2F: 3 clusters Score -402829.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -403004.468750 Penalty: 3855.076416
	Iteration 3F: 3 clusters Score -403004.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -403119.062500 Penalty: 3855.076416
	Iteration 4Q: 3 clusters Score -403119.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -403196.531250 Penalty: 3855.076416
	Iteration 5Q: 3 clusters Score -403196.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -403244.656250 Penalty: 3855.076416
	Iteration 6Q: 3 clusters Score -403244.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -403267.000000 Penalty: 3855.076416
	Iteration 7Q: 3 clusters Score -403267 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -403295.531250 Penalty: 3855.076416
	Iteration 8Q: 3 clusters Score -403295.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -403319.625000 Penalty: 3855.076416
	Iteration 9Q: 3 clusters Score -403319.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -403345.468750 Penalty: 3855.076416
	Iteration 10Q: 3 clusters Score -403345.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -403380.718750 Penalty: 3855.076416
	Iteration 11Q: 3 clusters Score -403380.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -403433.562500 Penalty: 3855.076416
	Iteration 12Q: 3 clusters Score -403433.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -403483.781250 Penalty: 3855.076416
	Iteration 13Q: 3 clusters Score -403483.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -403524.093750 Penalty: 3855.076416
	Iteration 14Q: 3 clusters Score -403524.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -403572.656250 Penalty: 3855.076416
	Iteration 15Q: 3 clusters Score -403572.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -403633.218750 Penalty: 3855.076416
	Iteration 16Q: 3 clusters Score -403633.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -403695.906250 Penalty: 3855.076416
	Iteration 17Q: 3 clusters Score -403695.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -403729.468750 Penalty: 3855.076416
	Iteration 18Q: 3 clusters Score -403729.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -403752.500000 Penalty: 3855.076416
	Iteration 19Q: 3 clusters Score -403752.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -403775.843750 Penalty: 3855.076416
	Iteration 20F: 3 clusters Score -403775.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -403795.468750 Penalty: 3855.076416
	Iteration 21Q: 3 clusters Score -403795.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -403817.000000 Penalty: 3855.076416
	Iteration 22Q: 3 clusters Score -403817 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -403829.000000 Penalty: 3855.076416
	Iteration 23Q: 3 clusters Score -403829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -403833.625000 Penalty: 3855.076416
	Iteration 24Q: 3 clusters Score -403833.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -403839.375000 Penalty: 3855.076416
	Iteration 25Q: 3 clusters Score -403839.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -403842.187500 Penalty: 3855.076416
	Iteration 26Q: 3 clusters Score -403842.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -403848.968750 Penalty: 3855.076416
	Iteration 27Q: 3 clusters Score -403849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -403853.500000 Penalty: 3855.076416
	Iteration 28Q: 3 clusters Score -403853.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -403856.406250 Penalty: 3855.076416
	Iteration 29Q: 3 clusters Score -403856.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -403858.781250 Penalty: 3855.076416
	Iteration 30Q: 3 clusters Score -403858.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -403862.125000 Penalty: 3855.076416
	Iteration 31Q: 3 clusters Score -403862.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -403866.218750 Penalty: 3855.076416
	Iteration 32Q: 3 clusters Score -403866.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -403867.781250 Penalty: 3855.076416
	Iteration 33Q: 3 clusters Score -403867.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -403870.937500 Penalty: 3855.076416
	Iteration 34Q: 3 clusters Score -403870.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -403874.250000 Penalty: 3855.076416
	Iteration 35Q: 3 clusters Score -403874.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -403876.156250 Penalty: 3855.076416
	Iteration 36Q: 3 clusters Score -403876.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -403877.062500 Penalty: 3855.076416
	Iteration 37Q: 3 clusters Score -403877.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -403877.531250 Penalty: 3855.076416
	Iteration 38Q: 3 clusters Score -403877.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -403877.531250 Penalty: 3855.076416
	Iteration 39F: 3 clusters Score -403877.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43824 members 
Entering Unmasked Estep 
Score: -8018007.000000 Penalty: 2650.608398
	Iteration 0F: 2 clusters Score -8018007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -7989047.000000 Penalty: 5301.216797
	Iteration 0F: 3 clusters Score -7989047 nChanged 20190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -8000141.500000 Penalty: 5301.216797
	Iteration 1F: 3 clusters Score -8000142 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23937 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -8000739.500000 Penalty: 5301.216797
	Iteration 2Q: 3 clusters Score -8000740 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -8001325.000000 Penalty: 5301.216797
	Iteration 3Q: 3 clusters Score -8001325 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -8002053.500000 Penalty: 5301.216797
	Iteration 4Q: 3 clusters Score -8002054 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -8003273.000000 Penalty: 5301.216797
	Iteration 5F: 3 clusters Score -8003273 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -8005198.500000 Penalty: 5301.216797
	Iteration 6F: 3 clusters Score -8005198 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -8007958.000000 Penalty: 5301.216797
	Iteration 7F: 3 clusters Score -8007958 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -8011110.000000 Penalty: 5301.216797
	Iteration 8F: 3 clusters Score -8011110 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -8013597.000000 Penalty: 5301.216797
	Iteration 9F: 3 clusters Score -8013597 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -8014898.000000 Penalty: 5301.216797
	Iteration 10Q: 3 clusters Score -8014898 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43233 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8015414.000000 Penalty: 5301.216797
	Iteration 11Q: 3 clusters Score -8015414 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -8015576.000000 Penalty: 5301.216797
	Iteration 12Q: 3 clusters Score -8015576 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -8015665.500000 Penalty: 5301.216797
	Iteration 13Q: 3 clusters Score -8015666 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43527 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -8015706.500000 Penalty: 5301.216797
	Iteration 14Q: 3 clusters Score -8015706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43544 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -8015766.000000 Penalty: 5301.216797
	Iteration 15Q: 3 clusters Score -8015766 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -8015802.500000 Penalty: 5301.216797
	Iteration 16Q: 3 clusters Score -8015802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43560 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8015828.500000 Penalty: 5301.216797
	Iteration 17Q: 3 clusters Score -8015828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43563 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -8015832.500000 Penalty: 5301.216797
	Iteration 18Q: 3 clusters Score -8015832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -8015827.500000 Penalty: 5301.216797
	Iteration 19Q: 3 clusters Score -8015828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -8015827.500000 Penalty: 5301.216797
	Iteration 20F: 3 clusters Score -8015828 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44660 members 
Entering Unmasked Estep 
Score: -8199668.500000 Penalty: 2655.294678
	Iteration 0F: 2 clusters Score -8199668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -8170964.000000 Penalty: 5310.589355
	Iteration 0F: 3 clusters Score -8170964 nChanged 20539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -8182436.500000 Penalty: 5310.589355
	Iteration 1F: 3 clusters Score -8182436 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -8182920.500000 Penalty: 5310.589355
	Iteration 2Q: 3 clusters Score -8182920 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 22216 members 
Entering Unmasked Estep 
Score: -8183327.000000 Penalty: 5310.589355
	Iteration 3Q: 3 clusters Score -8183327 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -8183769.000000 Penalty: 5310.589355
	Iteration 4Q: 3 clusters Score -8183769 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22713 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -8184158.000000 Penalty: 5310.589355
	Iteration 5Q: 3 clusters Score -8184158 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -8184638.000000 Penalty: 5310.589355
	Iteration 6Q: 3 clusters Score -8184638 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -8185269.500000 Penalty: 5310.589355
	Iteration 7Q: 3 clusters Score -8185270 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -8186208.000000 Penalty: 5310.589355
	Iteration 8Q: 3 clusters Score -8186208 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -8187707.500000 Penalty: 5310.589355
	Iteration 9F: 3 clusters Score -8187708 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -8189687.500000 Penalty: 5310.589355
	Iteration 10F: 3 clusters Score -8189688 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -8191887.500000 Penalty: 5310.589355
	Iteration 11F: 3 clusters Score -8191888 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -8193692.000000 Penalty: 5310.589355
	Iteration 12F: 3 clusters Score -8193692 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -8194789.500000 Penalty: 5310.589355
	Iteration 13Q: 3 clusters Score -8194790 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -8195399.000000 Penalty: 5310.589355
	Iteration 14Q: 3 clusters Score -8195399 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -8195899.000000 Penalty: 5310.589355
	Iteration 15Q: 3 clusters Score -8195899 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -8196331.500000 Penalty: 5310.589355
	Iteration 16Q: 3 clusters Score -8196332 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -8196763.000000 Penalty: 5310.589355
	Iteration 17Q: 3 clusters Score -8196763 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -8197263.000000 Penalty: 5310.589355
	Iteration 18Q: 3 clusters Score -8197263 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -8197666.500000 Penalty: 5310.589355
	Iteration 19Q: 3 clusters Score -8197666 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -8198076.500000 Penalty: 5310.589355
	Iteration 20F: 3 clusters Score -8198076 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -8198419.000000 Penalty: 5310.589355
	Iteration 21Q: 3 clusters Score -8198419 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -8198637.500000 Penalty: 5310.589355
	Iteration 22Q: 3 clusters Score -8198638 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -8198835.500000 Penalty: 5310.589355
	Iteration 23Q: 3 clusters Score -8198836 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -8198944.500000 Penalty: 5310.589355
	Iteration 24Q: 3 clusters Score -8198944 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -8199014.000000 Penalty: 5310.589355
	Iteration 25Q: 3 clusters Score -8199014 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36761 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -8199111.000000 Penalty: 5310.589355
	Iteration 26Q: 3 clusters Score -8199111 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -8199161.500000 Penalty: 5310.589355
	Iteration 27Q: 3 clusters Score -8199162 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -8199192.000000 Penalty: 5310.589355
	Iteration 28Q: 3 clusters Score -8199192 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37366 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -8199217.500000 Penalty: 5310.589355
	Iteration 29Q: 3 clusters Score -8199218 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -8199203.000000 Penalty: 5310.589355
	Iteration 30Q: 3 clusters Score -8199203 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37661 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -8199226.000000 Penalty: 5310.589355
	Iteration 31Q: 3 clusters Score -8199226 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -8199208.000000 Penalty: 5310.589355
	Iteration 32Q: 3 clusters Score -8199208 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -8199224.000000 Penalty: 5310.589355
	Iteration 33Q: 3 clusters Score -8199224 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -8199230.000000 Penalty: 5310.589355
	Iteration 34Q: 3 clusters Score -8199230 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -8199263.000000 Penalty: 5310.589355
	Iteration 35Q: 3 clusters Score -8199263 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -8199256.500000 Penalty: 5310.589355
	Iteration 36Q: 3 clusters Score -8199256 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38332 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -8199258.000000 Penalty: 5310.589355
	Iteration 37Q: 3 clusters Score -8199258 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -8199267.000000 Penalty: 5310.589355
	Iteration 38Q: 3 clusters Score -8199267 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38486 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -8199260.000000 Penalty: 5310.589355
	Iteration 39Q: 3 clusters Score -8199260 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -8199262.000000 Penalty: 5310.589355
	Iteration 40F: 3 clusters Score -8199262 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38621 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -8199277.500000 Penalty: 5310.589355
	Iteration 41Q: 3 clusters Score -8199278 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38673 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -8199265.000000 Penalty: 5310.589355
	Iteration 42Q: 3 clusters Score -8199265 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38729 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -8199273.000000 Penalty: 5310.589355
	Iteration 43Q: 3 clusters Score -8199273 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38793 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -8199258.500000 Penalty: 5310.589355
	Iteration 44Q: 3 clusters Score -8199258 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38858 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -8199266.500000 Penalty: 5310.589355
	Iteration 45Q: 3 clusters Score -8199266 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38919 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -8199255.000000 Penalty: 5310.589355
	Iteration 46Q: 3 clusters Score -8199255 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -8199267.500000 Penalty: 5310.589355
	Iteration 47Q: 3 clusters Score -8199268 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39029 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -8199269.500000 Penalty: 5310.589355
	Iteration 48Q: 3 clusters Score -8199270 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39087 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -8199284.000000 Penalty: 5310.589355
	Iteration 49Q: 3 clusters Score -8199284 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39145 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -8199306.000000 Penalty: 5310.589355
	Iteration 50Q: 3 clusters Score -8199306 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39185 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -8199315.500000 Penalty: 5310.589355
	Iteration 51Q: 3 clusters Score -8199316 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -8199299.000000 Penalty: 5310.589355
	Iteration 52Q: 3 clusters Score -8199299 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -8199316.000000 Penalty: 5310.589355
	Iteration 53Q: 3 clusters Score -8199316 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -8199313.000000 Penalty: 5310.589355
	Iteration 54Q: 3 clusters Score -8199313 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39328 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -8199325.500000 Penalty: 5310.589355
	Iteration 55Q: 3 clusters Score -8199326 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -8199314.500000 Penalty: 5310.589355
	Iteration 56Q: 3 clusters Score -8199314 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -8199311.000000 Penalty: 5310.589355
	Iteration 57Q: 3 clusters Score -8199311 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -8199310.000000 Penalty: 5310.589355
	Iteration 58Q: 3 clusters Score -8199310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -8199320.000000 Penalty: 5310.589355
	Iteration 59Q: 3 clusters Score -8199320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -8199328.000000 Penalty: 5310.589355
	Iteration 60F: 3 clusters Score -8199328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -8199336.000000 Penalty: 5310.589355
	Iteration 61Q: 3 clusters Score -8199336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -8199339.500000 Penalty: 5310.589355
	Iteration 62Q: 3 clusters Score -8199340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -8199337.000000 Penalty: 5310.589355
	Iteration 63Q: 3 clusters Score -8199337 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39521 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -8199327.500000 Penalty: 5310.589355
	Iteration 64Q: 3 clusters Score -8199328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -8199324.000000 Penalty: 5310.589355
	Iteration 65Q: 3 clusters Score -8199324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39547 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -8199316.000000 Penalty: 5310.589355
	Iteration 66Q: 3 clusters Score -8199316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -8199315.500000 Penalty: 5310.589355
	Iteration 67Q: 3 clusters Score -8199316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39562 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -8199313.500000 Penalty: 5310.589355
	Iteration 68Q: 3 clusters Score -8199314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -8199314.000000 Penalty: 5310.589355
	Iteration 69Q: 3 clusters Score -8199314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -8199318.500000 Penalty: 5310.589355
	Iteration 70Q: 3 clusters Score -8199318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -8199316.000000 Penalty: 5310.589355
	Iteration 71Q: 3 clusters Score -8199316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39582 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -8199325.500000 Penalty: 5310.589355
	Iteration 72Q: 3 clusters Score -8199326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39589 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -8199321.000000 Penalty: 5310.589355
	Iteration 73Q: 3 clusters Score -8199321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39594 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -8199316.500000 Penalty: 5310.589355
	Iteration 74Q: 3 clusters Score -8199316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -8199313.500000 Penalty: 5310.589355
	Iteration 75Q: 3 clusters Score -8199314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39598 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -8199312.000000 Penalty: 5310.589355
	Iteration 76Q: 3 clusters Score -8199312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39599 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -8199310.500000 Penalty: 5310.589355
	Iteration 77Q: 3 clusters Score -8199310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -8199317.000000 Penalty: 5310.589355
	Iteration 78Q: 3 clusters Score -8199317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -8199313.500000 Penalty: 5310.589355
	Iteration 79Q: 3 clusters Score -8199314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -8199314.500000 Penalty: 5310.589355
	Iteration 80F: 3 clusters Score -8199314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -8199313.500000 Penalty: 5310.589355
	Iteration 81Q: 3 clusters Score -8199314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39612 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -8199312.500000 Penalty: 5310.589355
	Iteration 82Q: 3 clusters Score -8199312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39615 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -8199317.000000 Penalty: 5310.589355
	Iteration 83Q: 3 clusters Score -8199317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -8199315.500000 Penalty: 5310.589355
	Iteration 84Q: 3 clusters Score -8199316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39622 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -8199322.000000 Penalty: 5310.589355
	Iteration 85Q: 3 clusters Score -8199322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -8199322.000000 Penalty: 5310.589355
	Iteration 86Q: 3 clusters Score -8199322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -8199322.500000 Penalty: 5310.589355
	Iteration 87Q: 3 clusters Score -8199322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -8199322.500000 Penalty: 5310.589355
	Iteration 88F: 3 clusters Score -8199322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45410 members 
Entering Unmasked Estep 
Score: -8253627.500000 Penalty: 2659.425049
	Iteration 0F: 2 clusters Score -8253628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -8223599.500000 Penalty: 5318.850098
	Iteration 0F: 3 clusters Score -8223600 nChanged 20866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -8234819.500000 Penalty: 5318.850098
	Iteration 1F: 3 clusters Score -8234820 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -8235338.500000 Penalty: 5318.850098
	Iteration 2Q: 3 clusters Score -8235338 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -8235767.500000 Penalty: 5318.850098
	Iteration 3Q: 3 clusters Score -8235768 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -8236218.000000 Penalty: 5318.850098
	Iteration 4Q: 3 clusters Score -8236218 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -8236668.000000 Penalty: 5318.850098
	Iteration 5Q: 3 clusters Score -8236668 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -8237314.500000 Penalty: 5318.850098
	Iteration 6Q: 3 clusters Score -8237314 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -8238242.500000 Penalty: 5318.850098
	Iteration 7Q: 3 clusters Score -8238242 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -8239826.500000 Penalty: 5318.850098
	Iteration 8F: 3 clusters Score -8239826 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -8242188.000000 Penalty: 5318.850098
	Iteration 9F: 3 clusters Score -8242188 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -8245098.500000 Penalty: 5318.850098
	Iteration 10F: 3 clusters Score -8245098 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -8247815.000000 Penalty: 5318.850098
	Iteration 11F: 3 clusters Score -8247815 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 41306 members 
Entering Unmasked Estep 
Score: -8249685.000000 Penalty: 5318.850098
	Iteration 12Q: 3 clusters Score -8249685 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -8250745.500000 Penalty: 5318.850098
	Iteration 13Q: 3 clusters Score -8250746 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 42706 members 
Entering Unmasked Estep 
Score: -8251245.500000 Penalty: 5318.850098
	Iteration 14Q: 3 clusters Score -8251246 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
Score: -8251517.500000 Penalty: 5318.850098
	Iteration 15Q: 3 clusters Score -8251518 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 43116 members 
Entering Unmasked Estep 
Score: -8251669.000000 Penalty: 5318.850098
	Iteration 16Q: 3 clusters Score -8251669 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -8251717.500000 Penalty: 5318.850098
	Iteration 17Q: 3 clusters Score -8251718 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 43353 members 
Entering Unmasked Estep 
Score: -8251746.500000 Penalty: 5318.850098
	Iteration 18Q: 3 clusters Score -8251746 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 43430 members 
Entering Unmasked Estep 
Score: -8251776.500000 Penalty: 5318.850098
	Iteration 19Q: 3 clusters Score -8251776 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -8251779.000000 Penalty: 5318.850098
	Iteration 20F: 3 clusters Score -8251779 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 43539 members 
Entering Unmasked Estep 
Score: -8251797.000000 Penalty: 5318.850098
	Iteration 21Q: 3 clusters Score -8251797 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
Score: -8251799.000000 Penalty: 5318.850098
	Iteration 22Q: 3 clusters Score -8251799 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -8251793.500000 Penalty: 5318.850098
	Iteration 23Q: 3 clusters Score -8251794 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 43650 members 
Entering Unmasked Estep 
Score: -8251810.000000 Penalty: 5318.850098
	Iteration 24Q: 3 clusters Score -8251810 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 43683 members 
Entering Unmasked Estep 
Score: -8251796.000000 Penalty: 5318.850098
	Iteration 25Q: 3 clusters Score -8251796 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 43713 members 
Entering Unmasked Estep 
Score: -8251810.000000 Penalty: 5318.850098
	Iteration 26Q: 3 clusters Score -8251810 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
Score: -8251798.000000 Penalty: 5318.850098
	Iteration 27Q: 3 clusters Score -8251798 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -8251791.000000 Penalty: 5318.850098
	Iteration 28Q: 3 clusters Score -8251791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -8251784.000000 Penalty: 5318.850098
	Iteration 29Q: 3 clusters Score -8251784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -8251793.500000 Penalty: 5318.850098
	Iteration 30Q: 3 clusters Score -8251794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 43783 members 
Entering Unmasked Estep 
Score: -8251790.500000 Penalty: 5318.850098
	Iteration 31Q: 3 clusters Score -8251790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 43790 members 
Entering Unmasked Estep 
Score: -8251795.500000 Penalty: 5318.850098
	Iteration 32Q: 3 clusters Score -8251796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 43796 members 
Entering Unmasked Estep 
Score: -8251788.500000 Penalty: 5318.850098
	Iteration 33Q: 3 clusters Score -8251788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -8251787.500000 Penalty: 5318.850098
	Iteration 34Q: 3 clusters Score -8251788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 43800 members 
Entering Unmasked Estep 
Score: -8251787.000000 Penalty: 5318.850098
	Iteration 35Q: 3 clusters Score -8251787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 43800 members 
Entering Unmasked Estep 
Score: -8251787.000000 Penalty: 5318.850098
	Iteration 36F: 3 clusters Score -8251787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -71848.289062 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -71848.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -70344.945312 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -70344.95 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -70749.070312 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -70749.07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -70931.539062 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -70931.54 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -71060.367188 Penalty: 3216.379150
	Iteration 3Q: 3 clusters Score -71060.37 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -71174.539062 Penalty: 3216.379150
	Iteration 4F: 3 clusters Score -71174.54 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -71289.851562 Penalty: 3216.379150
	Iteration 5F: 3 clusters Score -71289.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -71360.437500 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -71360.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -71397.835938 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -71397.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -71441.304688 Penalty: 3216.379150
	Iteration 8Q: 3 clusters Score -71441.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -71457.312500 Penalty: 3216.379150
	Iteration 9Q: 3 clusters Score -71457.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -71482.484375 Penalty: 3216.379150
	Iteration 10Q: 3 clusters Score -71482.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -71511.804688 Penalty: 3216.379150
	Iteration 11Q: 3 clusters Score -71511.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -71554.804688 Penalty: 3216.379150
	Iteration 12Q: 3 clusters Score -71554.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -71585.632812 Penalty: 3216.379150
	Iteration 13Q: 3 clusters Score -71585.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -71621.929688 Penalty: 3216.379150
	Iteration 14Q: 3 clusters Score -71621.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -71627.000000 Penalty: 3216.379150
	Iteration 15Q: 3 clusters Score -71627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -71631.109375 Penalty: 3216.379150
	Iteration 16Q: 3 clusters Score -71631.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -71631.656250 Penalty: 3216.379150
	Iteration 17Q: 3 clusters Score -71631.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -71631.835938 Penalty: 3216.379150
	Iteration 18F: 3 clusters Score -71631.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -71638.937500 Penalty: 3216.379150
	Iteration 19Q: 3 clusters Score -71638.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -71646.953125 Penalty: 3216.379150
	Iteration 20F: 3 clusters Score -71646.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -71647.718750 Penalty: 3216.379150
	Iteration 21Q: 3 clusters Score -71647.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -71651.992188 Penalty: 3216.379150
	Iteration 22Q: 3 clusters Score -71651.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -71653.460938 Penalty: 3216.379150
	Iteration 23Q: 3 clusters Score -71653.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -71653.460938 Penalty: 3216.379150
	Iteration 24F: 3 clusters Score -71653.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (43363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43363 members 
Entering Unmasked Estep 
Score: -7869696.500000 Penalty: 2647.985596
	Iteration 0F: 2 clusters Score -7869696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -7840650.000000 Penalty: 5295.971191
	Iteration 0F: 3 clusters Score -7840650 nChanged 19936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -7851551.500000 Penalty: 5295.971191
	Iteration 1F: 3 clusters Score -7851552 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -7852126.000000 Penalty: 5295.971191
	Iteration 2Q: 3 clusters Score -7852126 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 19717 members 
Entering Unmasked Estep 
Score: -7852660.500000 Penalty: 5295.971191
	Iteration 3Q: 3 clusters Score -7852660 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -7853387.000000 Penalty: 5295.971191
	Iteration 4Q: 3 clusters Score -7853387 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -7854478.500000 Penalty: 5295.971191
	Iteration 5Q: 3 clusters Score -7854478 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -7855985.500000 Penalty: 5295.971191
	Iteration 6F: 3 clusters Score -7855986 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -7858211.500000 Penalty: 5295.971191
	Iteration 7F: 3 clusters Score -7858212 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -7860995.000000 Penalty: 5295.971191
	Iteration 8F: 3 clusters Score -7860995 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34250 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -7864057.500000 Penalty: 5295.971191
	Iteration 9F: 3 clusters Score -7864058 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35385 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -7866185.000000 Penalty: 5295.971191
	Iteration 10Q: 3 clusters Score -7866185 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -7866981.000000 Penalty: 5295.971191
	Iteration 11Q: 3 clusters Score -7866981 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -7867300.500000 Penalty: 5295.971191
	Iteration 12Q: 3 clusters Score -7867300 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -7867496.500000 Penalty: 5295.971191
	Iteration 13Q: 3 clusters Score -7867496 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37160 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -7867600.500000 Penalty: 5295.971191
	Iteration 14Q: 3 clusters Score -7867600 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -7867635.500000 Penalty: 5295.971191
	Iteration 15Q: 3 clusters Score -7867636 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -7867687.000000 Penalty: 5295.971191
	Iteration 16Q: 3 clusters Score -7867687 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -7867765.000000 Penalty: 5295.971191
	Iteration 17Q: 3 clusters Score -7867765 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -7867792.000000 Penalty: 5295.971191
	Iteration 18Q: 3 clusters Score -7867792 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -7867847.500000 Penalty: 5295.971191
	Iteration 19Q: 3 clusters Score -7867848 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -7867894.000000 Penalty: 5295.971191
	Iteration 20F: 3 clusters Score -7867894 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -7867904.500000 Penalty: 5295.971191
	Iteration 21Q: 3 clusters Score -7867904 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -7867892.000000 Penalty: 5295.971191
	Iteration 22Q: 3 clusters Score -7867892 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -7867919.500000 Penalty: 5295.971191
	Iteration 23Q: 3 clusters Score -7867920 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -7867907.000000 Penalty: 5295.971191
	Iteration 24Q: 3 clusters Score -7867907 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -7867919.000000 Penalty: 5295.971191
	Iteration 25Q: 3 clusters Score -7867919 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -7867915.500000 Penalty: 5295.971191
	Iteration 26Q: 3 clusters Score -7867916 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39939 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -7867938.500000 Penalty: 5295.971191
	Iteration 27Q: 3 clusters Score -7867938 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40075 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -7867947.000000 Penalty: 5295.971191
	Iteration 28Q: 3 clusters Score -7867947 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40188 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -7867946.000000 Penalty: 5295.971191
	Iteration 29Q: 3 clusters Score -7867946 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -7867948.000000 Penalty: 5295.971191
	Iteration 30Q: 3 clusters Score -7867948 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -7867934.500000 Penalty: 5295.971191
	Iteration 31Q: 3 clusters Score -7867934 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -7867959.000000 Penalty: 5295.971191
	Iteration 32Q: 3 clusters Score -7867959 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -7867958.500000 Penalty: 5295.971191
	Iteration 33Q: 3 clusters Score -7867958 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -7867962.000000 Penalty: 5295.971191
	Iteration 34Q: 3 clusters Score -7867962 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -7867931.500000 Penalty: 5295.971191
	Iteration 35Q: 3 clusters Score -7867932 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40698 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -7867936.000000 Penalty: 5295.971191
	Iteration 36Q: 3 clusters Score -7867936 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -7867930.000000 Penalty: 5295.971191
	Iteration 37Q: 3 clusters Score -7867930 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -7867931.000000 Penalty: 5295.971191
	Iteration 38Q: 3 clusters Score -7867931 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40797 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -7867927.500000 Penalty: 5295.971191
	Iteration 39Q: 3 clusters Score -7867928 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -7867942.000000 Penalty: 5295.971191
	Iteration 40F: 3 clusters Score -7867942 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -7867917.500000 Penalty: 5295.971191
	Iteration 41Q: 3 clusters Score -7867918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -7867930.500000 Penalty: 5295.971191
	Iteration 42Q: 3 clusters Score -7867930 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40931 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -7867914.000000 Penalty: 5295.971191
	Iteration 43Q: 3 clusters Score -7867914 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40966 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -7867928.000000 Penalty: 5295.971191
	Iteration 44Q: 3 clusters Score -7867928 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40999 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -7867933.500000 Penalty: 5295.971191
	Iteration 45Q: 3 clusters Score -7867934 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -7867928.000000 Penalty: 5295.971191
	Iteration 46Q: 3 clusters Score -7867928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -7867927.500000 Penalty: 5295.971191
	Iteration 47Q: 3 clusters Score -7867928 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41060 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -7867916.000000 Penalty: 5295.971191
	Iteration 48Q: 3 clusters Score -7867916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -7867921.500000 Penalty: 5295.971191
	Iteration 49Q: 3 clusters Score -7867922 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -7867912.000000 Penalty: 5295.971191
	Iteration 50Q: 3 clusters Score -7867912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41119 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -7867922.000000 Penalty: 5295.971191
	Iteration 51Q: 3 clusters Score -7867922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -7867919.500000 Penalty: 5295.971191
	Iteration 52Q: 3 clusters Score -7867920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41160 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -7867902.000000 Penalty: 5295.971191
	Iteration 53Q: 3 clusters Score -7867902 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41187 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -7867906.000000 Penalty: 5295.971191
	Iteration 54Q: 3 clusters Score -7867906 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41218 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -7867903.000000 Penalty: 5295.971191
	Iteration 55Q: 3 clusters Score -7867903 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41246 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -7867921.500000 Penalty: 5295.971191
	Iteration 56Q: 3 clusters Score -7867922 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41289 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -7867921.000000 Penalty: 5295.971191
	Iteration 57Q: 3 clusters Score -7867921 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -7867932.000000 Penalty: 5295.971191
	Iteration 58Q: 3 clusters Score -7867932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41353 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -7867936.500000 Penalty: 5295.971191
	Iteration 59Q: 3 clusters Score -7867936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41377 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -7867924.500000 Penalty: 5295.971191
	Iteration 60F: 3 clusters Score -7867924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -7867915.500000 Penalty: 5295.971191
	Iteration 61Q: 3 clusters Score -7867916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -7867921.500000 Penalty: 5295.971191
	Iteration 62Q: 3 clusters Score -7867922 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41450 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -7867914.000000 Penalty: 5295.971191
	Iteration 63Q: 3 clusters Score -7867914 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -7867895.000000 Penalty: 5295.971191
	Iteration 64Q: 3 clusters Score -7867895 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41495 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -7867902.000000 Penalty: 5295.971191
	Iteration 65Q: 3 clusters Score -7867902 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -7867901.500000 Penalty: 5295.971191
	Iteration 66Q: 3 clusters Score -7867902 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -7867915.000000 Penalty: 5295.971191
	Iteration 67Q: 3 clusters Score -7867915 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41568 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -7867914.500000 Penalty: 5295.971191
	Iteration 68Q: 3 clusters Score -7867914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -7867904.500000 Penalty: 5295.971191
	Iteration 69Q: 3 clusters Score -7867904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41597 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -7867910.000000 Penalty: 5295.971191
	Iteration 70Q: 3 clusters Score -7867910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -7867910.500000 Penalty: 5295.971191
	Iteration 71Q: 3 clusters Score -7867910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -7867904.000000 Penalty: 5295.971191
	Iteration 72Q: 3 clusters Score -7867904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -7867916.000000 Penalty: 5295.971191
	Iteration 73Q: 3 clusters Score -7867916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -7867911.500000 Penalty: 5295.971191
	Iteration 74Q: 3 clusters Score -7867912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -7867908.500000 Penalty: 5295.971191
	Iteration 75Q: 3 clusters Score -7867908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -7867910.500000 Penalty: 5295.971191
	Iteration 76Q: 3 clusters Score -7867910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -7867900.000000 Penalty: 5295.971191
	Iteration 77Q: 3 clusters Score -7867900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -7867912.500000 Penalty: 5295.971191
	Iteration 78Q: 3 clusters Score -7867912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -7867911.000000 Penalty: 5295.971191
	Iteration 79Q: 3 clusters Score -7867911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -7867907.500000 Penalty: 5295.971191
	Iteration 80F: 3 clusters Score -7867908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -7867897.500000 Penalty: 5295.971191
	Iteration 81Q: 3 clusters Score -7867898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -7867897.500000 Penalty: 5295.971191
	Iteration 82F: 3 clusters Score -7867898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -209014.781250 Penalty: 1776.850708
	Iteration 0F: 2 clusters Score -209014.8 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 639 members 
Entering Unmasked Estep 
Score: -206922.234375 Penalty: 3553.701416
	Iteration 0F: 3 clusters Score -206922.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -207393.031250 Penalty: 3553.701416
	Iteration 1F: 3 clusters Score -207393 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -207630.140625 Penalty: 3553.701416
	Iteration 2F: 3 clusters Score -207630.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -207747.140625 Penalty: 3553.701416
	Iteration 3F: 3 clusters Score -207747.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -207834.296875 Penalty: 3553.701416
	Iteration 4Q: 3 clusters Score -207834.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -207887.984375 Penalty: 3553.701416
	Iteration 5Q: 3 clusters Score -207888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -207920.328125 Penalty: 3553.701416
	Iteration 6Q: 3 clusters Score -207920.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -207949.734375 Penalty: 3553.701416
	Iteration 7Q: 3 clusters Score -207949.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -207974.281250 Penalty: 3553.701416
	Iteration 8Q: 3 clusters Score -207974.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -207986.609375 Penalty: 3553.701416
	Iteration 9Q: 3 clusters Score -207986.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -207995.687500 Penalty: 3553.701416
	Iteration 10Q: 3 clusters Score -207995.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -208000.234375 Penalty: 3553.701416
	Iteration 11Q: 3 clusters Score -208000.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -208002.515625 Penalty: 3553.701416
	Iteration 12Q: 3 clusters Score -208002.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -208005.765625 Penalty: 3553.701416
	Iteration 13Q: 3 clusters Score -208005.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -208007.546875 Penalty: 3553.701416
	Iteration 14Q: 3 clusters Score -208007.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -208009.703125 Penalty: 3553.701416
	Iteration 15Q: 3 clusters Score -208009.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -208012.531250 Penalty: 3553.701416
	Iteration 16Q: 3 clusters Score -208012.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -208014.796875 Penalty: 3553.701416
	Iteration 17Q: 3 clusters Score -208014.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -208014.796875 Penalty: 3553.701416
	Iteration 18F: 3 clusters Score -208014.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -101280.351562 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -101280.4 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 295 members 
Entering Unmasked Estep 
Score: -99661.007812 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -99661.01 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -99840.039062 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -99840.04 nChanged 29
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: -99889.406250 Penalty: 3158.620605
	Iteration 2Q: 3 clusters Score -99889.41 nChanged 11
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: -99909.898438 Penalty: 3158.620605
	Iteration 3Q: 3 clusters Score -99909.9 nChanged 5
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: -99922.421875 Penalty: 3158.620605
	Iteration 4Q: 3 clusters Score -99922.42 nChanged 4
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: -99929.382812 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -99929.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -99935.929688 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -99935.93 nChanged 2
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: -99939.890625 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -99939.89 nChanged 1
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: -99943.125000 Penalty: 3158.620605
	Iteration 8Q: 3 clusters Score -99943.12 nChanged 1
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: -99946.195312 Penalty: 3158.620605
	Iteration 9Q: 3 clusters Score -99946.2 nChanged 0
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: -99946.195312 Penalty: 3158.620605
	Iteration 10F: 3 clusters Score -99946.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Entering Unmasked Estep 
Score: -97224.460938 Penalty: 1622.533081
	Iteration 0F: 2 clusters Score -97224.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -95716.179688 Penalty: 3245.066162
	Iteration 0F: 3 clusters Score -95716.18 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -96094.109375 Penalty: 3245.066162
	Iteration 1F: 3 clusters Score -96094.11 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -96238.421875 Penalty: 3245.066162
	Iteration 2F: 3 clusters Score -96238.42 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -96299.242188 Penalty: 3245.066162
	Iteration 3Q: 3 clusters Score -96299.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -96319.132812 Penalty: 3245.066162
	Iteration 4Q: 3 clusters Score -96319.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -96330.656250 Penalty: 3245.066162
	Iteration 5Q: 3 clusters Score -96330.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -96358.046875 Penalty: 3245.066162
	Iteration 6Q: 3 clusters Score -96358.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -96388.695312 Penalty: 3245.066162
	Iteration 7Q: 3 clusters Score -96388.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -96408.476562 Penalty: 3245.066162
	Iteration 8Q: 3 clusters Score -96408.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -96416.507812 Penalty: 3245.066162
	Iteration 9Q: 3 clusters Score -96416.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -96422.875000 Penalty: 3245.066162
	Iteration 10Q: 3 clusters Score -96422.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -96425.984375 Penalty: 3245.066162
	Iteration 11Q: 3 clusters Score -96425.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -96426.750000 Penalty: 3245.066162
	Iteration 12Q: 3 clusters Score -96426.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -96426.750000 Penalty: 3245.066162
	Iteration 13F: 3 clusters Score -96426.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -102810.843750 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -102810.8 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 283 members 
Entering Unmasked Estep 
Score: -101222.335938 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -101222.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -101446.468750 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -101446.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -101513.085938 Penalty: 3169.559326
	Iteration 2F: 3 clusters Score -101513.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -101547.796875 Penalty: 3169.559326
	Iteration 3Q: 3 clusters Score -101547.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -101566.929688 Penalty: 3169.559326
	Iteration 4Q: 3 clusters Score -101566.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -101574.414062 Penalty: 3169.559326
	Iteration 5Q: 3 clusters Score -101574.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -101583.242188 Penalty: 3169.559326
	Iteration 6Q: 3 clusters Score -101583.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -101586.695312 Penalty: 3169.559326
	Iteration 7Q: 3 clusters Score -101586.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -101591.109375 Penalty: 3169.559326
	Iteration 8Q: 3 clusters Score -101591.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -101591.109375 Penalty: 3169.559326
	Iteration 9F: 3 clusters Score -101591.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Entering Unmasked Estep 
Score: -104498.070312 Penalty: 1641.778198
	Iteration 0F: 2 clusters Score -104498.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -102936.554688 Penalty: 3283.556396
	Iteration 0F: 3 clusters Score -102936.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -103650.421875 Penalty: 3283.556396
	Iteration 1F: 3 clusters Score -103650.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -104093.085938 Penalty: 3283.556396
	Iteration 2F: 3 clusters Score -104093.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -104465.359375 Penalty: 3283.556396
	Iteration 3F: 3 clusters Score -104465.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -104619.539062 Penalty: 3283.556396
	Iteration 4Q: 3 clusters Score -104619.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -104677.890625 Penalty: 3283.556396
	Iteration 5Q: 3 clusters Score -104677.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -104730.546875 Penalty: 3283.556396
	Iteration 6Q: 3 clusters Score -104730.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -104769.703125 Penalty: 3283.556396
	Iteration 7Q: 3 clusters Score -104769.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -104783.265625 Penalty: 3283.556396
	Iteration 8Q: 3 clusters Score -104783.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -104798.101562 Penalty: 3283.556396
	Iteration 9Q: 3 clusters Score -104798.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -104803.734375 Penalty: 3283.556396
	Iteration 10Q: 3 clusters Score -104803.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -104810.218750 Penalty: 3283.556396
	Iteration 11Q: 3 clusters Score -104810.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -104816.000000 Penalty: 3283.556396
	Iteration 12Q: 3 clusters Score -104816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -104818.554688 Penalty: 3283.556396
	Iteration 13Q: 3 clusters Score -104818.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -104818.554688 Penalty: 3283.556396
	Iteration 14F: 3 clusters Score -104818.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43824 members 
Mstep: Class 5 contains 44660 members 
Mstep: Class 6 contains 45410 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43363 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 385 members 
Mstep: Class 14 contains 43434 members 
Mstep: Class 15 contains 44042 members 
Mstep: Class 16 contains 25687 members 
Mstep: Class 17 contains 38675 members 
Mstep: Class 18 contains 1638 members 
Mstep: Class 19 contains 46844 members 
Mstep: Class 20 contains 49017 members 
Mstep: Class 21 contains 365 members 
Mstep: Class 22 contains 47118 members 
Mstep: Class 23 contains 50107 members 
Mstep: Class 24 contains 43322 members 
Entering Unmasked Estep 
Score: -111215832.000000 Penalty: 79364.328125
Splitting cluster 13 changes total score from -111217192.000000 to -111215832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (43434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43434 members 
Entering Unmasked Estep 
Score: -7940347.000000 Penalty: 2648.391602
	Iteration 0F: 2 clusters Score -7940347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -7911367.500000 Penalty: 5296.783203
	Iteration 0F: 3 clusters Score -7911368 nChanged 20036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -7922390.000000 Penalty: 5296.783203
	Iteration 1F: 3 clusters Score -7922390 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -7923237.000000 Penalty: 5296.783203
	Iteration 2Q: 3 clusters Score -7923237 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -7924290.000000 Penalty: 5296.783203
	Iteration 3Q: 3 clusters Score -7924290 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -7925841.000000 Penalty: 5296.783203
	Iteration 4F: 3 clusters Score -7925841 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -7928075.500000 Penalty: 5296.783203
	Iteration 5F: 3 clusters Score -7928076 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -7930922.000000 Penalty: 5296.783203
	Iteration 6F: 3 clusters Score -7930922 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -7933819.500000 Penalty: 5296.783203
	Iteration 7F: 3 clusters Score -7933820 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -7936140.500000 Penalty: 5296.783203
	Iteration 8F: 3 clusters Score -7936140 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -7937449.500000 Penalty: 5296.783203
	Iteration 9Q: 3 clusters Score -7937450 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -7938245.500000 Penalty: 5296.783203
	Iteration 10Q: 3 clusters Score -7938246 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -7938671.500000 Penalty: 5296.783203
	Iteration 11Q: 3 clusters Score -7938672 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -7938974.500000 Penalty: 5296.783203
	Iteration 12Q: 3 clusters Score -7938974 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32856 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -7939128.000000 Penalty: 5296.783203
	Iteration 13Q: 3 clusters Score -7939128 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -7939257.000000 Penalty: 5296.783203
	Iteration 14Q: 3 clusters Score -7939257 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -7939297.500000 Penalty: 5296.783203
	Iteration 15Q: 3 clusters Score -7939298 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -7939361.000000 Penalty: 5296.783203
	Iteration 16Q: 3 clusters Score -7939361 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -7939399.500000 Penalty: 5296.783203
	Iteration 17Q: 3 clusters Score -7939400 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -7939407.000000 Penalty: 5296.783203
	Iteration 18Q: 3 clusters Score -7939407 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -7939457.000000 Penalty: 5296.783203
	Iteration 19Q: 3 clusters Score -7939457 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -7939490.500000 Penalty: 5296.783203
	Iteration 20F: 3 clusters Score -7939490 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -7939503.000000 Penalty: 5296.783203
	Iteration 21Q: 3 clusters Score -7939503 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34667 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -7939518.500000 Penalty: 5296.783203
	Iteration 22Q: 3 clusters Score -7939518 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34820 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -7939573.500000 Penalty: 5296.783203
	Iteration 23Q: 3 clusters Score -7939574 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -7939582.000000 Penalty: 5296.783203
	Iteration 24Q: 3 clusters Score -7939582 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -7939622.500000 Penalty: 5296.783203
	Iteration 25Q: 3 clusters Score -7939622 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -7939663.500000 Penalty: 5296.783203
	Iteration 26Q: 3 clusters Score -7939664 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35418 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -7939661.500000 Penalty: 5296.783203
	Iteration 27Q: 3 clusters Score -7939662 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -7939705.000000 Penalty: 5296.783203
	Iteration 28Q: 3 clusters Score -7939705 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -7939732.000000 Penalty: 5296.783203
	Iteration 29Q: 3 clusters Score -7939732 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -7939759.500000 Penalty: 5296.783203
	Iteration 30Q: 3 clusters Score -7939760 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -7939762.000000 Penalty: 5296.783203
	Iteration 31Q: 3 clusters Score -7939762 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36110 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -7939763.000000 Penalty: 5296.783203
	Iteration 32Q: 3 clusters Score -7939763 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -7939789.000000 Penalty: 5296.783203
	Iteration 33Q: 3 clusters Score -7939789 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36345 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -7939807.000000 Penalty: 5296.783203
	Iteration 34Q: 3 clusters Score -7939807 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -7939812.000000 Penalty: 5296.783203
	Iteration 35Q: 3 clusters Score -7939812 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36567 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -7939828.000000 Penalty: 5296.783203
	Iteration 36Q: 3 clusters Score -7939828 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -7939842.500000 Penalty: 5296.783203
	Iteration 37Q: 3 clusters Score -7939842 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -7939864.000000 Penalty: 5296.783203
	Iteration 38Q: 3 clusters Score -7939864 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36858 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -7939873.500000 Penalty: 5296.783203
	Iteration 39Q: 3 clusters Score -7939874 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -7939892.000000 Penalty: 5296.783203
	Iteration 40F: 3 clusters Score -7939892 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -7939877.000000 Penalty: 5296.783203
	Iteration 41Q: 3 clusters Score -7939877 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37136 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -7939904.000000 Penalty: 5296.783203
	Iteration 42Q: 3 clusters Score -7939904 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -7939915.500000 Penalty: 5296.783203
	Iteration 43Q: 3 clusters Score -7939916 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37318 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -7939925.500000 Penalty: 5296.783203
	Iteration 44Q: 3 clusters Score -7939926 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37391 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -7939912.500000 Penalty: 5296.783203
	Iteration 45Q: 3 clusters Score -7939912 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37468 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -7939939.500000 Penalty: 5296.783203
	Iteration 46Q: 3 clusters Score -7939940 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -7939933.000000 Penalty: 5296.783203
	Iteration 47Q: 3 clusters Score -7939933 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37601 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -7939937.500000 Penalty: 5296.783203
	Iteration 48Q: 3 clusters Score -7939938 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -7939932.000000 Penalty: 5296.783203
	Iteration 49Q: 3 clusters Score -7939932 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -7939920.500000 Penalty: 5296.783203
	Iteration 50Q: 3 clusters Score -7939920 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -7939958.000000 Penalty: 5296.783203
	Iteration 51Q: 3 clusters Score -7939958 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37852 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -7939947.500000 Penalty: 5296.783203
	Iteration 52Q: 3 clusters Score -7939948 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -7939937.000000 Penalty: 5296.783203
	Iteration 53Q: 3 clusters Score -7939937 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -7939934.500000 Penalty: 5296.783203
	Iteration 54Q: 3 clusters Score -7939934 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38053 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -7939930.500000 Penalty: 5296.783203
	Iteration 55Q: 3 clusters Score -7939930 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38115 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -7939953.500000 Penalty: 5296.783203
	Iteration 56Q: 3 clusters Score -7939954 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38169 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -7939949.000000 Penalty: 5296.783203
	Iteration 57Q: 3 clusters Score -7939949 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7939954 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38254 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -7939950.000000 Penalty: 5296.783203
	Iteration 59Q: 3 clusters Score -7939950 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7939950 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38327 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -7939944.500000 Penalty: 5296.783203
	Iteration 61Q: 3 clusters Score -7939944 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38371 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -7939955.500000 Penalty: 5296.783203
	Iteration 62Q: 3 clusters Score -7939956 nChanged 37
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -7939960.000000 Penalty: 5296.783203
	Iteration 63Q: 3 clusters Score -7939960 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38446 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -7939962.000000 Penalty: 5296.783203
	Iteration 64Q: 3 clusters Score -7939962 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -7939959.000000 Penalty: 5296.783203
	Iteration 65Q: 3 clusters Score -7939959 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -7939969.500000 Penalty: 5296.783203
	Iteration 66Q: 3 clusters Score -7939970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -7939968.500000 Penalty: 5296.783203
	Iteration 67Q: 3 clusters Score -7939968 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7939980 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -7939977.500000 Penalty: 5296.783203
	Iteration 69Q: 3 clusters Score -7939978 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -7939987.500000 Penalty: 5296.783203
	Iteration 70Q: 3 clusters Score -7939988 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -7940001.500000 Penalty: 5296.783203
	Iteration 71Q: 3 clusters Score -7940002 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38686 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -7940004.000000 Penalty: 5296.783203
	Iteration 72Q: 3 clusters Score -7940004 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -7939989.000000 Penalty: 5296.783203
	Iteration 73Q: 3 clusters Score -7939989 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38735 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7939986 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -7939981.000000 Penalty: 5296.783203
	Iteration 75Q: 3 clusters Score -7939981 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38797 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -7939961.500000 Penalty: 5296.783203
	Iteration 76Q: 3 clusters Score -7939962 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7939970 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38854 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7939967 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -7939948.500000 Penalty: 5296.783203
	Iteration 79Q: 3 clusters Score -7939948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38911 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -7939961.000000 Penalty: 5296.783203
	Iteration 80F: 3 clusters Score -7939961 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38935 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7939961 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38954 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -7939965.000000 Penalty: 5296.783203
	Iteration 82Q: 3 clusters Score -7939965 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7939968 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7939969 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -7939980.000000 Penalty: 5296.783203
	Iteration 85Q: 3 clusters Score -7939980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39048 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -7939971.500000 Penalty: 5296.783203
	Iteration 86Q: 3 clusters Score -7939972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -7939979.000000 Penalty: 5296.783203
	Iteration 87Q: 3 clusters Score -7939979 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -7939990.000000 Penalty: 5296.783203
	Iteration 88Q: 3 clusters Score -7939990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -7939981.500000 Penalty: 5296.783203
	Iteration 89Q: 3 clusters Score -7939982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -7939974.500000 Penalty: 5296.783203
	Iteration 90Q: 3 clusters Score -7939974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -7939971.500000 Penalty: 5296.783203
	Iteration 91Q: 3 clusters Score -7939972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39155 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -7939976.500000 Penalty: 5296.783203
	Iteration 92Q: 3 clusters Score -7939976 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -7939966.000000 Penalty: 5296.783203
	Iteration 93Q: 3 clusters Score -7939966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39195 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7939974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39209 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -7939986.500000 Penalty: 5296.783203
	Iteration 95Q: 3 clusters Score -7939986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -7939984.000000 Penalty: 5296.783203
	Iteration 96Q: 3 clusters Score -7939984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -7939990.000000 Penalty: 5296.783203
	Iteration 97Q: 3 clusters Score -7939990 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39260 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -7939997.000000 Penalty: 5296.783203
	Iteration 98Q: 3 clusters Score -7939997 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -7939988.500000 Penalty: 5296.783203
	Iteration 99Q: 3 clusters Score -7939988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -7939980.000000 Penalty: 5296.783203
	Iteration 100F: 3 clusters Score -7939980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -7939981.500000 Penalty: 5296.783203
	Iteration 101Q: 3 clusters Score -7939982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7939986 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39322 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -7939985.500000 Penalty: 5296.783203
	Iteration 103Q: 3 clusters Score -7939986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7939988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39348 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7939984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39360 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -7939989.000000 Penalty: 5296.783203
	Iteration 106Q: 3 clusters Score -7939989 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -7939975.000000 Penalty: 5296.783203
	Iteration 107Q: 3 clusters Score -7939975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -7939975.500000 Penalty: 5296.783203
	Iteration 108Q: 3 clusters Score -7939976 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39389 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -7939969.500000 Penalty: 5296.783203
	Iteration 109Q: 3 clusters Score -7939970 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39399 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -7939973.500000 Penalty: 5296.783203
	Iteration 110Q: 3 clusters Score -7939974 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -7939979.500000 Penalty: 5296.783203
	Iteration 111Q: 3 clusters Score -7939980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
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Entering Unmasked Estep 
Score: -7939983.500000 Penalty: 5296.783203
	Iteration 112Q: 3 clusters Score -7939984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7939980 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39447 members 
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Entering Unmasked Estep 
Score: -7939996.500000 Penalty: 5296.783203
	Iteration 114Q: 3 clusters Score -7939996 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39465 members 
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Entering Unmasked Estep 
Score: -7940002.500000 Penalty: 5296.783203
	Iteration 115Q: 3 clusters Score -7940002 nChanged 17
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Mstep: Class 1 contains 39480 members 
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7939996 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -7939994.500000 Penalty: 5296.783203
	Iteration 117Q: 3 clusters Score -7939994 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7939988 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39526 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -7939991.500000 Penalty: 5296.783203
	Iteration 119Q: 3 clusters Score -7939992 nChanged 9
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Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -7939996 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39542 members 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7939994 nChanged 10
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Mstep: Class 1 contains 39552 members 
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Entering Unmasked Estep 
Score: -7939998.500000 Penalty: 5296.783203
	Iteration 122Q: 3 clusters Score -7939998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -7939985.500000 Penalty: 5296.783203
	Iteration 123Q: 3 clusters Score -7939986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -7939992.500000 Penalty: 5296.783203
	Iteration 124Q: 3 clusters Score -7939992 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39584 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7939984 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39592 members 
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Entering Unmasked Estep 
Score: -7939980.500000 Penalty: 5296.783203
	Iteration 126Q: 3 clusters Score -7939980 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39600 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -7939986.500000 Penalty: 5296.783203
	Iteration 127Q: 3 clusters Score -7939986 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39610 members 
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Entering Unmasked Estep 
Score: -7939982.000000 Penalty: 5296.783203
	Iteration 128Q: 3 clusters Score -7939982 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7939993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7939994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -7939988 nChanged 8
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Mstep: Class 1 contains 39640 members 
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -7939986 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -7939993 nChanged 8
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Mstep: Class 1 contains 39661 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -7939991 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39670 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -7939988 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -7939995.500000 Penalty: 5296.783203
	Iteration 136Q: 3 clusters Score -7939996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -7939994.000000 Penalty: 5296.783203
	Iteration 137Q: 3 clusters Score -7939994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -7940003.000000 Penalty: 5296.783203
	Iteration 138Q: 3 clusters Score -7940003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39702 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -7940005.500000 Penalty: 5296.783203
	Iteration 139Q: 3 clusters Score -7940006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39708 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -7940004.000000 Penalty: 5296.783203
	Iteration 140F: 3 clusters Score -7940004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -7939994.500000 Penalty: 5296.783203
	Iteration 141Q: 3 clusters Score -7939994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39714 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -7939999.000000 Penalty: 5296.783203
	Iteration 142Q: 3 clusters Score -7939999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -7939999.000000 Penalty: 5296.783203
	Iteration 143Q: 3 clusters Score -7939999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39724 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -7939992.500000 Penalty: 5296.783203
	Iteration 144Q: 3 clusters Score -7939992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -7939993.000000 Penalty: 5296.783203
	Iteration 145Q: 3 clusters Score -7939993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39737 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -7939991.500000 Penalty: 5296.783203
	Iteration 146Q: 3 clusters Score -7939992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39745 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -7940003.000000 Penalty: 5296.783203
	Iteration 147Q: 3 clusters Score -7940003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -7939998.500000 Penalty: 5296.783203
	Iteration 148Q: 3 clusters Score -7939998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -7940000.000000 Penalty: 5296.783203
	Iteration 149Q: 3 clusters Score -7940000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39753 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -7940000.000000 Penalty: 5296.783203
	Iteration 150F: 3 clusters Score -7940000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Entering Unmasked Estep 
Score: -8142138.500000 Penalty: 2651.838867
	Iteration 0F: 2 clusters Score -8142138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -8113731.500000 Penalty: 5303.677734
	Iteration 0F: 3 clusters Score -8113732 nChanged 20176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -8124825.500000 Penalty: 5303.677734
	Iteration 1F: 3 clusters Score -8124826 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -8125329.000000 Penalty: 5303.677734
	Iteration 2Q: 3 clusters Score -8125329 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -8125729.000000 Penalty: 5303.677734
	Iteration 3Q: 3 clusters Score -8125729 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -8126076.000000 Penalty: 5303.677734
	Iteration 4Q: 3 clusters Score -8126076 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -8126486.500000 Penalty: 5303.677734
	Iteration 5Q: 3 clusters Score -8126486 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21185 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -8127022.000000 Penalty: 5303.677734
	Iteration 6Q: 3 clusters Score -8127022 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -8127544.500000 Penalty: 5303.677734
	Iteration 7Q: 3 clusters Score -8127544 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -8128386.500000 Penalty: 5303.677734
	Iteration 8Q: 3 clusters Score -8128386 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -8129470.500000 Penalty: 5303.677734
	Iteration 9Q: 3 clusters Score -8129470 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 25399 members 
Entering Unmasked Estep 
Score: -8130960.500000 Penalty: 5303.677734
	Iteration 10Q: 3 clusters Score -8130960 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 26084 members 
Entering Unmasked Estep 
Score: -8132603.000000 Penalty: 5303.677734
	Iteration 11F: 3 clusters Score -8132603 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -8134043.000000 Penalty: 5303.677734
	Iteration 12F: 3 clusters Score -8134043 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -8134918.500000 Penalty: 5303.677734
	Iteration 13Q: 3 clusters Score -8134918 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -8135289.500000 Penalty: 5303.677734
	Iteration 14Q: 3 clusters Score -8135290 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -8135525.000000 Penalty: 5303.677734
	Iteration 15Q: 3 clusters Score -8135525 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 28784 members 
Entering Unmasked Estep 
Score: -8135732.500000 Penalty: 5303.677734
	Iteration 16Q: 3 clusters Score -8135732 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -8135905.500000 Penalty: 5303.677734
	Iteration 17Q: 3 clusters Score -8135906 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -8136095.000000 Penalty: 5303.677734
	Iteration 18Q: 3 clusters Score -8136095 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 30518 members 
Entering Unmasked Estep 
Score: -8136269.000000 Penalty: 5303.677734
	Iteration 19Q: 3 clusters Score -8136269 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -8136366.000000 Penalty: 5303.677734
	Iteration 20F: 3 clusters Score -8136366 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -8136545.500000 Penalty: 5303.677734
	Iteration 21Q: 3 clusters Score -8136546 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -8136742.500000 Penalty: 5303.677734
	Iteration 22Q: 3 clusters Score -8136742 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 32825 members 
Entering Unmasked Estep 
Score: -8136943.000000 Penalty: 5303.677734
	Iteration 23Q: 3 clusters Score -8136943 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -8137168.000000 Penalty: 5303.677734
	Iteration 24Q: 3 clusters Score -8137168 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -8137396.000000 Penalty: 5303.677734
	Iteration 25Q: 3 clusters Score -8137396 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -8137654.500000 Penalty: 5303.677734
	Iteration 26Q: 3 clusters Score -8137654 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 35176 members 
Entering Unmasked Estep 
Score: -8137842.500000 Penalty: 5303.677734
	Iteration 27Q: 3 clusters Score -8137842 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -8138108.500000 Penalty: 5303.677734
	Iteration 28Q: 3 clusters Score -8138108 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
Score: -8138380.500000 Penalty: 5303.677734
	Iteration 29Q: 3 clusters Score -8138380 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 36797 members 
Entering Unmasked Estep 
Score: -8138635.000000 Penalty: 5303.677734
	Iteration 30Q: 3 clusters Score -8138635 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -8138879.000000 Penalty: 5303.677734
	Iteration 31Q: 3 clusters Score -8138879 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -8139095.000000 Penalty: 5303.677734
	Iteration 32Q: 3 clusters Score -8139095 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 38038 members 
Entering Unmasked Estep 
Score: -8139258.000000 Penalty: 5303.677734
	Iteration 33Q: 3 clusters Score -8139258 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 38332 members 
Entering Unmasked Estep 
Score: -8139411.500000 Penalty: 5303.677734
	Iteration 34Q: 3 clusters Score -8139412 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 38596 members 
Entering Unmasked Estep 
Score: -8139604.000000 Penalty: 5303.677734
	Iteration 35Q: 3 clusters Score -8139604 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 38833 members 
Entering Unmasked Estep 
Score: -8139692.500000 Penalty: 5303.677734
	Iteration 36Q: 3 clusters Score -8139692 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 39007 members 
Entering Unmasked Estep 
Score: -8139780.500000 Penalty: 5303.677734
	Iteration 37Q: 3 clusters Score -8139780 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 39178 members 
Entering Unmasked Estep 
Score: -8139857.000000 Penalty: 5303.677734
	Iteration 38Q: 3 clusters Score -8139857 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -8139933.000000 Penalty: 5303.677734
	Iteration 39Q: 3 clusters Score -8139933 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 39435 members 
Entering Unmasked Estep 
Score: -8139997.000000 Penalty: 5303.677734
	Iteration 40F: 3 clusters Score -8139997 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -8140016.500000 Penalty: 5303.677734
	Iteration 41Q: 3 clusters Score -8140016 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -8140037.500000 Penalty: 5303.677734
	Iteration 42Q: 3 clusters Score -8140038 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -8140068.000000 Penalty: 5303.677734
	Iteration 43Q: 3 clusters Score -8140068 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 39735 members 
Entering Unmasked Estep 
Score: -8140094.500000 Penalty: 5303.677734
	Iteration 44Q: 3 clusters Score -8140094 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 39796 members 
Entering Unmasked Estep 
Score: -8140095.000000 Penalty: 5303.677734
	Iteration 45Q: 3 clusters Score -8140095 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 39865 members 
Entering Unmasked Estep 
Score: -8140130.500000 Penalty: 5303.677734
	Iteration 46Q: 3 clusters Score -8140130 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -8140143.000000 Penalty: 5303.677734
	Iteration 47Q: 3 clusters Score -8140143 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -8140167.000000 Penalty: 5303.677734
	Iteration 48Q: 3 clusters Score -8140167 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -8140221.000000 Penalty: 5303.677734
	Iteration 49Q: 3 clusters Score -8140221 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -8140225.000000 Penalty: 5303.677734
	Iteration 50Q: 3 clusters Score -8140225 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -8140228.500000 Penalty: 5303.677734
	Iteration 51Q: 3 clusters Score -8140228 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 40127 members 
Entering Unmasked Estep 
Score: -8140240.500000 Penalty: 5303.677734
	Iteration 52Q: 3 clusters Score -8140240 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -8140239.500000 Penalty: 5303.677734
	Iteration 53Q: 3 clusters Score -8140240 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 40193 members 
Entering Unmasked Estep 
Score: -8140257.500000 Penalty: 5303.677734
	Iteration 54Q: 3 clusters Score -8140258 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 40225 members 
Entering Unmasked Estep 
Score: -8140277.500000 Penalty: 5303.677734
	Iteration 55Q: 3 clusters Score -8140278 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -8140279.500000 Penalty: 5303.677734
	Iteration 56Q: 3 clusters Score -8140280 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -8140301.500000 Penalty: 5303.677734
	Iteration 57Q: 3 clusters Score -8140302 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -8140314.500000 Penalty: 5303.677734
	Iteration 58Q: 3 clusters Score -8140314 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -8140312.000000 Penalty: 5303.677734
	Iteration 59Q: 3 clusters Score -8140312 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 40321 members 
Entering Unmasked Estep 
Score: -8140327.500000 Penalty: 5303.677734
	Iteration 60F: 3 clusters Score -8140328 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 40340 members 
Entering Unmasked Estep 
Score: -8140336.000000 Penalty: 5303.677734
	Iteration 61Q: 3 clusters Score -8140336 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -8140340.000000 Penalty: 5303.677734
	Iteration 62Q: 3 clusters Score -8140340 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 40383 members 
Entering Unmasked Estep 
Score: -8140361.500000 Penalty: 5303.677734
	Iteration 63Q: 3 clusters Score -8140362 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 40405 members 
Entering Unmasked Estep 
Score: -8140367.500000 Penalty: 5303.677734
	Iteration 64Q: 3 clusters Score -8140368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -8140368.000000 Penalty: 5303.677734
	Iteration 65Q: 3 clusters Score -8140368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -8140366.500000 Penalty: 5303.677734
	Iteration 66Q: 3 clusters Score -8140366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 40425 members 
Entering Unmasked Estep 
Score: -8140372.000000 Penalty: 5303.677734
	Iteration 67Q: 3 clusters Score -8140372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -8140368.500000 Penalty: 5303.677734
	Iteration 68Q: 3 clusters Score -8140368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -8140369.500000 Penalty: 5303.677734
	Iteration 69Q: 3 clusters Score -8140370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 40433 members 
Entering Unmasked Estep 
Score: -8140371.000000 Penalty: 5303.677734
	Iteration 70Q: 3 clusters Score -8140371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -8140368.000000 Penalty: 5303.677734
	Iteration 71Q: 3 clusters Score -8140368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -8140378.500000 Penalty: 5303.677734
	Iteration 72Q: 3 clusters Score -8140378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -8140375.000000 Penalty: 5303.677734
	Iteration 73Q: 3 clusters Score -8140375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 40441 members 
Entering Unmasked Estep 
Score: -8140376.500000 Penalty: 5303.677734
	Iteration 74Q: 3 clusters Score -8140376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -8140381.500000 Penalty: 5303.677734
	Iteration 75Q: 3 clusters Score -8140382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
Score: -8140378.000000 Penalty: 5303.677734
	Iteration 76Q: 3 clusters Score -8140378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 40446 members 
Entering Unmasked Estep 
Score: -8140378.000000 Penalty: 5303.677734
	Iteration 77Q: 3 clusters Score -8140378 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 40445 members 
Entering Unmasked Estep 
Score: -8140374.500000 Penalty: 5303.677734
	Iteration 78Q: 3 clusters Score -8140374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 40445 members 
Entering Unmasked Estep 
Score: -8140374.500000 Penalty: 5303.677734
	Iteration 79F: 3 clusters Score -8140374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Entering Unmasked Estep 
Score: -4567430.000000 Penalty: 2518.127441
	Iteration 0F: 2 clusters Score -4567430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -4549744.500000 Penalty: 5036.254883
	Iteration 0F: 3 clusters Score -4549744 nChanged 11459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 13220 members 
Entering Unmasked Estep 
Score: -4555771.500000 Penalty: 5036.254883
	Iteration 1F: 3 clusters Score -4555772 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -4556186.500000 Penalty: 5036.254883
	Iteration 2Q: 3 clusters Score -4556186 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -4556524.000000 Penalty: 5036.254883
	Iteration 3Q: 3 clusters Score -4556524 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -4556802.000000 Penalty: 5036.254883
	Iteration 4Q: 3 clusters Score -4556802 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -4557095.000000 Penalty: 5036.254883
	Iteration 5Q: 3 clusters Score -4557095 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -4557436.500000 Penalty: 5036.254883
	Iteration 6Q: 3 clusters Score -4557436 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -4557837.000000 Penalty: 5036.254883
	Iteration 7Q: 3 clusters Score -4557837 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -4558333.500000 Penalty: 5036.254883
	Iteration 8Q: 3 clusters Score -4558334 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -4559114.500000 Penalty: 5036.254883
	Iteration 9F: 3 clusters Score -4559114 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -4560179.000000 Penalty: 5036.254883
	Iteration 10F: 3 clusters Score -4560179 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -4561501.500000 Penalty: 5036.254883
	Iteration 11F: 3 clusters Score -4561502 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -4562832.500000 Penalty: 5036.254883
	Iteration 12F: 3 clusters Score -4562832 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 24236 members 
Entering Unmasked Estep 
Score: -4563963.000000 Penalty: 5036.254883
	Iteration 13Q: 3 clusters Score -4563963 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -4564620.500000 Penalty: 5036.254883
	Iteration 14Q: 3 clusters Score -4564620 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -4564893.000000 Penalty: 5036.254883
	Iteration 15Q: 3 clusters Score -4564893 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -4565015.500000 Penalty: 5036.254883
	Iteration 16Q: 3 clusters Score -4565016 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -4565092.000000 Penalty: 5036.254883
	Iteration 17Q: 3 clusters Score -4565092 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -4565144.500000 Penalty: 5036.254883
	Iteration 18Q: 3 clusters Score -4565144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -4565164.500000 Penalty: 5036.254883
	Iteration 19Q: 3 clusters Score -4565164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -4565187.000000 Penalty: 5036.254883
	Iteration 20F: 3 clusters Score -4565187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -4565217.500000 Penalty: 5036.254883
	Iteration 21Q: 3 clusters Score -4565218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -4565224.500000 Penalty: 5036.254883
	Iteration 22Q: 3 clusters Score -4565224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -4565238.000000 Penalty: 5036.254883
	Iteration 23Q: 3 clusters Score -4565238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -4565249.500000 Penalty: 5036.254883
	Iteration 24Q: 3 clusters Score -4565250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -4565255.000000 Penalty: 5036.254883
	Iteration 25Q: 3 clusters Score -4565255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 25467 members 
Entering Unmasked Estep 
Score: -4565255.500000 Penalty: 5036.254883
	Iteration 26Q: 3 clusters Score -4565256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -4565254.000000 Penalty: 5036.254883
	Iteration 27Q: 3 clusters Score -4565254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -4565254.000000 Penalty: 5036.254883
	Iteration 28F: 3 clusters Score -4565254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (38675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Entering Unmasked Estep 
Score: -7108151.000000 Penalty: 2619.611084
	Iteration 0F: 2 clusters Score -7108151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -7081918.500000 Penalty: 5239.222168
	Iteration 0F: 3 clusters Score -7081918 nChanged 17819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -7091724.000000 Penalty: 5239.222168
	Iteration 1F: 3 clusters Score -7091724 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -7092240.000000 Penalty: 5239.222168
	Iteration 2Q: 3 clusters Score -7092240 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -7092686.000000 Penalty: 5239.222168
	Iteration 3Q: 3 clusters Score -7092686 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -7093160.500000 Penalty: 5239.222168
	Iteration 4Q: 3 clusters Score -7093160 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -7093748.500000 Penalty: 5239.222168
	Iteration 5Q: 3 clusters Score -7093748 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -7094641.000000 Penalty: 5239.222168
	Iteration 6Q: 3 clusters Score -7094641 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -7096049.500000 Penalty: 5239.222168
	Iteration 7F: 3 clusters Score -7096050 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -7098133.000000 Penalty: 5239.222168
	Iteration 8F: 3 clusters Score -7098133 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -7100588.500000 Penalty: 5239.222168
	Iteration 9F: 3 clusters Score -7100588 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -7102868.500000 Penalty: 5239.222168
	Iteration 10F: 3 clusters Score -7102868 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -7104381.000000 Penalty: 5239.222168
	Iteration 11Q: 3 clusters Score -7104381 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -7105148.000000 Penalty: 5239.222168
	Iteration 12Q: 3 clusters Score -7105148 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -7105504.000000 Penalty: 5239.222168
	Iteration 13Q: 3 clusters Score -7105504 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -7105674.000000 Penalty: 5239.222168
	Iteration 14Q: 3 clusters Score -7105674 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -7105752.000000 Penalty: 5239.222168
	Iteration 15Q: 3 clusters Score -7105752 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -7105798.000000 Penalty: 5239.222168
	Iteration 16Q: 3 clusters Score -7105798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7105821.000000 Penalty: 5239.222168
	Iteration 17Q: 3 clusters Score -7105821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38403 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -7105833.500000 Penalty: 5239.222168
	Iteration 18Q: 3 clusters Score -7105834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38409 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -7105849.000000 Penalty: 5239.222168
	Iteration 19Q: 3 clusters Score -7105849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7105855.000000 Penalty: 5239.222168
	Iteration 20F: 3 clusters Score -7105855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38414 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7105859.500000 Penalty: 5239.222168
	Iteration 21Q: 3 clusters Score -7105860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -7105868.500000 Penalty: 5239.222168
	Iteration 22Q: 3 clusters Score -7105868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38423 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -7105873.500000 Penalty: 5239.222168
	Iteration 23Q: 3 clusters Score -7105874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7105870.000000 Penalty: 5239.222168
	Iteration 24Q: 3 clusters Score -7105870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38426 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -7105870.000000 Penalty: 5239.222168
	Iteration 25Q: 3 clusters Score -7105870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7105876.000000 Penalty: 5239.222168
	Iteration 26Q: 3 clusters Score -7105876 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38427 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -7105876.000000 Penalty: 5239.222168
	Iteration 27F: 3 clusters Score -7105876 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Entering Unmasked Estep 
Score: -284407.437500 Penalty: 1835.505371
	Iteration 0F: 2 clusters Score -284407.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -282046.750000 Penalty: 3671.010742
	Iteration 0F: 3 clusters Score -282046.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -282687.718750 Penalty: 3671.010742
	Iteration 1F: 3 clusters Score -282687.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -283124.562500 Penalty: 3671.010742
	Iteration 2F: 3 clusters Score -283124.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -283503.250000 Penalty: 3671.010742
	Iteration 3F: 3 clusters Score -283503.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -283792.843750 Penalty: 3671.010742
	Iteration 4F: 3 clusters Score -283792.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -283987.968750 Penalty: 3671.010742
	Iteration 5F: 3 clusters Score -283988 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -284091.750000 Penalty: 3671.010742
	Iteration 6Q: 3 clusters Score -284091.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -284176.281250 Penalty: 3671.010742
	Iteration 7Q: 3 clusters Score -284176.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -284217.312500 Penalty: 3671.010742
	Iteration 8Q: 3 clusters Score -284217.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -284242.468750 Penalty: 3671.010742
	Iteration 9Q: 3 clusters Score -284242.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -284247.687500 Penalty: 3671.010742
	Iteration 10Q: 3 clusters Score -284247.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -284250.062500 Penalty: 3671.010742
	Iteration 11Q: 3 clusters Score -284250.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -284251.250000 Penalty: 3671.010742
	Iteration 12Q: 3 clusters Score -284251.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -284251.250000 Penalty: 3671.010742
	Iteration 13F: 3 clusters Score -284251.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (46844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46844 members 
Entering Unmasked Estep 
Score: -8497601.000000 Penalty: 2667.135498
	Iteration 0F: 2 clusters Score -8497601 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 23283 members 
Entering Unmasked Estep 
Score: -8467308.000000 Penalty: 5334.270996
	Iteration 0F: 3 clusters Score -8467308 nChanged 21586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -8479198.000000 Penalty: 5334.270996
	Iteration 1F: 3 clusters Score -8479198 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -8479745.000000 Penalty: 5334.270996
	Iteration 2Q: 3 clusters Score -8479745 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -8480363.000000 Penalty: 5334.270996
	Iteration 3Q: 3 clusters Score -8480363 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -8481211.000000 Penalty: 5334.270996
	Iteration 4Q: 3 clusters Score -8481211 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -8482507.000000 Penalty: 5334.270996
	Iteration 5F: 3 clusters Score -8482507 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -8484352.000000 Penalty: 5334.270996
	Iteration 6F: 3 clusters Score -8484352 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -8487182.000000 Penalty: 5334.270996
	Iteration 7F: 3 clusters Score -8487182 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36231 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -8490638.000000 Penalty: 5334.270996
	Iteration 8F: 3 clusters Score -8490638 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -8494028.000000 Penalty: 5334.270996
	Iteration 9F: 3 clusters Score -8494028 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38611 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -8495808.000000 Penalty: 5334.270996
	Iteration 10Q: 3 clusters Score -8495808 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38896 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -8496315.000000 Penalty: 5334.270996
	Iteration 11Q: 3 clusters Score -8496315 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -8496534.000000 Penalty: 5334.270996
	Iteration 12Q: 3 clusters Score -8496534 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -8496629.000000 Penalty: 5334.270996
	Iteration 13Q: 3 clusters Score -8496629 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39352 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -8496732.000000 Penalty: 5334.270996
	Iteration 14Q: 3 clusters Score -8496732 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -8496792.000000 Penalty: 5334.270996
	Iteration 15Q: 3 clusters Score -8496792 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39578 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -8496842.000000 Penalty: 5334.270996
	Iteration 16Q: 3 clusters Score -8496842 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39651 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -8496863.000000 Penalty: 5334.270996
	Iteration 17Q: 3 clusters Score -8496863 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -8496882.000000 Penalty: 5334.270996
	Iteration 18Q: 3 clusters Score -8496882 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39782 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -8496903.000000 Penalty: 5334.270996
	Iteration 19Q: 3 clusters Score -8496903 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39834 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -8496921.000000 Penalty: 5334.270996
	Iteration 20F: 3 clusters Score -8496921 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39894 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -8496932.000000 Penalty: 5334.270996
	Iteration 21Q: 3 clusters Score -8496932 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -8496939.000000 Penalty: 5334.270996
	Iteration 22Q: 3 clusters Score -8496939 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39970 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -8496936.000000 Penalty: 5334.270996
	Iteration 23Q: 3 clusters Score -8496936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -8496951.000000 Penalty: 5334.270996
	Iteration 24Q: 3 clusters Score -8496951 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -8496954.000000 Penalty: 5334.270996
	Iteration 25Q: 3 clusters Score -8496954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -8496953.000000 Penalty: 5334.270996
	Iteration 26Q: 3 clusters Score -8496953 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -8496961.000000 Penalty: 5334.270996
	Iteration 27Q: 3 clusters Score -8496961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40054 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -8496968.000000 Penalty: 5334.270996
	Iteration 28Q: 3 clusters Score -8496968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -8496965.000000 Penalty: 5334.270996
	Iteration 29Q: 3 clusters Score -8496965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40066 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -8496971.000000 Penalty: 5334.270996
	Iteration 30Q: 3 clusters Score -8496971 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -8496973.000000 Penalty: 5334.270996
	Iteration 31Q: 3 clusters Score -8496973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -8496978.000000 Penalty: 5334.270996
	Iteration 32Q: 3 clusters Score -8496978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40086 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -8496972.000000 Penalty: 5334.270996
	Iteration 33Q: 3 clusters Score -8496972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -8496972.000000 Penalty: 5334.270996
	Iteration 34Q: 3 clusters Score -8496972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -8496973.000000 Penalty: 5334.270996
	Iteration 35Q: 3 clusters Score -8496973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -8496973.000000 Penalty: 5334.270996
	Iteration 36Q: 3 clusters Score -8496973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -8496981.000000 Penalty: 5334.270996
	Iteration 37Q: 3 clusters Score -8496981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -8496983.000000 Penalty: 5334.270996
	Iteration 38Q: 3 clusters Score -8496983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40128 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -8496985.000000 Penalty: 5334.270996
	Iteration 39Q: 3 clusters Score -8496985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40134 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -8496990.000000 Penalty: 5334.270996
	Iteration 40F: 3 clusters Score -8496990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -8497004.000000 Penalty: 5334.270996
	Iteration 41Q: 3 clusters Score -8497004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -8497005.000000 Penalty: 5334.270996
	Iteration 42Q: 3 clusters Score -8497005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -8497003.000000 Penalty: 5334.270996
	Iteration 43Q: 3 clusters Score -8497003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -8497007.000000 Penalty: 5334.270996
	Iteration 44Q: 3 clusters Score -8497007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -8497000.000000 Penalty: 5334.270996
	Iteration 45Q: 3 clusters Score -8497000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -8497004.000000 Penalty: 5334.270996
	Iteration 46Q: 3 clusters Score -8497004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40162 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -8497003.000000 Penalty: 5334.270996
	Iteration 47Q: 3 clusters Score -8497003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -8497003.000000 Penalty: 5334.270996
	Iteration 48Q: 3 clusters Score -8497003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -8497005.000000 Penalty: 5334.270996
	Iteration 49Q: 3 clusters Score -8497005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -8497001.000000 Penalty: 5334.270996
	Iteration 50Q: 3 clusters Score -8497001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -8497003.000000 Penalty: 5334.270996
	Iteration 51Q: 3 clusters Score -8497003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -8497003.000000 Penalty: 5334.270996
	Iteration 52F: 3 clusters Score -8497003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (49017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49017 members 
Entering Unmasked Estep 
Score: -9070905.000000 Penalty: 2678.380859
	Iteration 0F: 2 clusters Score -9070905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -9042324.000000 Penalty: 5356.761719
	Iteration 0F: 3 clusters Score -9042324 nChanged 22519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -9054525.000000 Penalty: 5356.761719
	Iteration 1F: 3 clusters Score -9054525 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -9055033.000000 Penalty: 5356.761719
	Iteration 2Q: 3 clusters Score -9055033 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -9055507.000000 Penalty: 5356.761719
	Iteration 3Q: 3 clusters Score -9055507 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -9056012.000000 Penalty: 5356.761719
	Iteration 4Q: 3 clusters Score -9056012 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27829 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -9056677.000000 Penalty: 5356.761719
	Iteration 5Q: 3 clusters Score -9056677 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29347 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -9057607.000000 Penalty: 5356.761719
	Iteration 6Q: 3 clusters Score -9057607 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31413 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -9058999.000000 Penalty: 5356.761719
	Iteration 7F: 3 clusters Score -9058999 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -9060752.000000 Penalty: 5356.761719
	Iteration 8F: 3 clusters Score -9060752 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 12444 members 
Entering Unmasked Estep 
Score: -9063008.000000 Penalty: 5356.761719
	Iteration 9F: 3 clusters Score -9063008 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -9065450.000000 Penalty: 5356.761719
	Iteration 10F: 3 clusters Score -9065450 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41973 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -9067403.000000 Penalty: 5356.761719
	Iteration 11F: 3 clusters Score -9067403 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44179 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -9068480.000000 Penalty: 5356.761719
	Iteration 12Q: 3 clusters Score -9068480 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45873 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -9068844.000000 Penalty: 5356.761719
	Iteration 13Q: 3 clusters Score -9068844 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47039 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -9068936.000000 Penalty: 5356.761719
	Iteration 14Q: 3 clusters Score -9068936 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47743 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -9068898.000000 Penalty: 5356.761719
	Iteration 15Q: 3 clusters Score -9068898 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48136 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -9068846.000000 Penalty: 5356.761719
	Iteration 16Q: 3 clusters Score -9068846 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48332 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -9068839.000000 Penalty: 5356.761719
	Iteration 17Q: 3 clusters Score -9068839 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48443 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -9068896.000000 Penalty: 5356.761719
	Iteration 18Q: 3 clusters Score -9068896 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48522 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -9068880.000000 Penalty: 5356.761719
	Iteration 19Q: 3 clusters Score -9068880 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48557 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -9068897.000000 Penalty: 5356.761719
	Iteration 20F: 3 clusters Score -9068897 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48584 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9068892.000000 Penalty: 5356.761719
	Iteration 21Q: 3 clusters Score -9068892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48603 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -9068905.000000 Penalty: 5356.761719
	Iteration 22Q: 3 clusters Score -9068905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48614 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -9068930.000000 Penalty: 5356.761719
	Iteration 23Q: 3 clusters Score -9068930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48622 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -9068937.000000 Penalty: 5356.761719
	Iteration 24Q: 3 clusters Score -9068937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48626 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9068942.000000 Penalty: 5356.761719
	Iteration 25Q: 3 clusters Score -9068942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48628 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -9068941.000000 Penalty: 5356.761719
	Iteration 26Q: 3 clusters Score -9068941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48630 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9068942.000000 Penalty: 5356.761719
	Iteration 27Q: 3 clusters Score -9068942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48634 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -9068931.000000 Penalty: 5356.761719
	Iteration 28Q: 3 clusters Score -9068931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48638 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -9068946.000000 Penalty: 5356.761719
	Iteration 29Q: 3 clusters Score -9068946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48643 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9068943.000000 Penalty: 5356.761719
	Iteration 30Q: 3 clusters Score -9068943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48645 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9068957.000000 Penalty: 5356.761719
	Iteration 31Q: 3 clusters Score -9068957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48646 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -9068951.000000 Penalty: 5356.761719
	Iteration 32Q: 3 clusters Score -9068951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -9068950.000000 Penalty: 5356.761719
	Iteration 33Q: 3 clusters Score -9068950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48648 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -9068951.000000 Penalty: 5356.761719
	Iteration 34Q: 3 clusters Score -9068951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48648 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -9068951.000000 Penalty: 5356.761719
	Iteration 35F: 3 clusters Score -9068951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47118 members 
Entering Unmasked Estep 
Score: -8684149.000000 Penalty: 2668.581787
	Iteration 0F: 2 clusters Score -8684149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -8655222.000000 Penalty: 5337.163574
	Iteration 0F: 3 clusters Score -8655222 nChanged 21722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -8667091.000000 Penalty: 5337.163574
	Iteration 1F: 3 clusters Score -8667091 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -8667564.000000 Penalty: 5337.163574
	Iteration 2Q: 3 clusters Score -8667564 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26303 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -8668163.000000 Penalty: 5337.163574
	Iteration 3Q: 3 clusters Score -8668163 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -8668873.000000 Penalty: 5337.163574
	Iteration 4Q: 3 clusters Score -8668873 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29649 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -8669837.000000 Penalty: 5337.163574
	Iteration 5Q: 3 clusters Score -8669837 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -8671347.000000 Penalty: 5337.163574
	Iteration 6F: 3 clusters Score -8671347 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -8673712.000000 Penalty: 5337.163574
	Iteration 7F: 3 clusters Score -8673712 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39318 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -8676832.000000 Penalty: 5337.163574
	Iteration 8F: 3 clusters Score -8676832 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42815 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -8679726.000000 Penalty: 5337.163574
	Iteration 9F: 3 clusters Score -8679726 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45207 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -8680988.000000 Penalty: 5337.163574
	Iteration 10F: 3 clusters Score -8680988 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46310 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -8681382.000000 Penalty: 5337.163574
	Iteration 11Q: 3 clusters Score -8681382 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46693 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -8681612.000000 Penalty: 5337.163574
	Iteration 12Q: 3 clusters Score -8681612 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46809 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -8681712.000000 Penalty: 5337.163574
	Iteration 13Q: 3 clusters Score -8681712 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46840 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8681756.000000 Penalty: 5337.163574
	Iteration 14Q: 3 clusters Score -8681756 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46853 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -8681778.000000 Penalty: 5337.163574
	Iteration 15Q: 3 clusters Score -8681778 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8681820.000000 Penalty: 5337.163574
	Iteration 16Q: 3 clusters Score -8681820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -8681836.000000 Penalty: 5337.163574
	Iteration 17Q: 3 clusters Score -8681836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46871 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -8681849.000000 Penalty: 5337.163574
	Iteration 18Q: 3 clusters Score -8681849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46874 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -8681850.000000 Penalty: 5337.163574
	Iteration 19Q: 3 clusters Score -8681850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46877 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -8681860.000000 Penalty: 5337.163574
	Iteration 20F: 3 clusters Score -8681860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46876 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -8681863.000000 Penalty: 5337.163574
	Iteration 21Q: 3 clusters Score -8681863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46878 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -8681862.000000 Penalty: 5337.163574
	Iteration 22Q: 3 clusters Score -8681862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46880 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -8681869.000000 Penalty: 5337.163574
	Iteration 23Q: 3 clusters Score -8681869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46884 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -8681870.000000 Penalty: 5337.163574
	Iteration 24Q: 3 clusters Score -8681870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -8681876.000000 Penalty: 5337.163574
	Iteration 25Q: 3 clusters Score -8681876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -8681888.000000 Penalty: 5337.163574
	Iteration 26Q: 3 clusters Score -8681888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46891 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -8681890.000000 Penalty: 5337.163574
	Iteration 27Q: 3 clusters Score -8681890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -8681892.000000 Penalty: 5337.163574
	Iteration 28Q: 3 clusters Score -8681892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46892 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -8681892.000000 Penalty: 5337.163574
	Iteration 29F: 3 clusters Score -8681892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (50107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50107 members 
Entering Unmasked Estep 
Score: -9255041.000000 Penalty: 2683.834961
	Iteration 0F: 2 clusters Score -9255041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -9225785.000000 Penalty: 5367.669922
	Iteration 0F: 3 clusters Score -9225785 nChanged 23231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -9238714.000000 Penalty: 5367.669922
	Iteration 1F: 3 clusters Score -9238714 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 26265 members 
Entering Unmasked Estep 
Score: -9239340.000000 Penalty: 5367.669922
	Iteration 2Q: 3 clusters Score -9239340 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -9240045.000000 Penalty: 5367.669922
	Iteration 3Q: 3 clusters Score -9240045 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -9240771.000000 Penalty: 5367.669922
	Iteration 4Q: 3 clusters Score -9240771 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -9241731.000000 Penalty: 5367.669922
	Iteration 5Q: 3 clusters Score -9241731 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -9242857.000000 Penalty: 5367.669922
	Iteration 6Q: 3 clusters Score -9242857 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -9244292.000000 Penalty: 5367.669922
	Iteration 7F: 3 clusters Score -9244292 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -9245949.000000 Penalty: 5367.669922
	Iteration 8F: 3 clusters Score -9245949 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 36261 members 
Entering Unmasked Estep 
Score: -9247921.000000 Penalty: 5367.669922
	Iteration 9F: 3 clusters Score -9247921 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 38500 members 
Entering Unmasked Estep 
Score: -9249675.000000 Penalty: 5367.669922
	Iteration 10F: 3 clusters Score -9249675 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 40500 members 
Entering Unmasked Estep 
Score: -9251199.000000 Penalty: 5367.669922
	Iteration 11Q: 3 clusters Score -9251199 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -9252266.000000 Penalty: 5367.669922
	Iteration 12Q: 3 clusters Score -9252266 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 43407 members 
Entering Unmasked Estep 
Score: -9252915.000000 Penalty: 5367.669922
	Iteration 13Q: 3 clusters Score -9252915 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 44323 members 
Entering Unmasked Estep 
Score: -9253322.000000 Penalty: 5367.669922
	Iteration 14Q: 3 clusters Score -9253322 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 45079 members 
Entering Unmasked Estep 
Score: -9253483.000000 Penalty: 5367.669922
	Iteration 15Q: 3 clusters Score -9253483 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 45622 members 
Entering Unmasked Estep 
Score: -9253553.000000 Penalty: 5367.669922
	Iteration 16Q: 3 clusters Score -9253553 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 46071 members 
Entering Unmasked Estep 
Score: -9253602.000000 Penalty: 5367.669922
	Iteration 17Q: 3 clusters Score -9253602 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 46417 members 
Entering Unmasked Estep 
Score: -9253639.000000 Penalty: 5367.669922
	Iteration 18Q: 3 clusters Score -9253639 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 46733 members 
Entering Unmasked Estep 
Score: -9253666.000000 Penalty: 5367.669922
	Iteration 19Q: 3 clusters Score -9253666 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 46986 members 
Entering Unmasked Estep 
Score: -9253674.000000 Penalty: 5367.669922
	Iteration 20F: 3 clusters Score -9253674 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 47225 members 
Entering Unmasked Estep 
Score: -9253680.000000 Penalty: 5367.669922
	Iteration 21Q: 3 clusters Score -9253680 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 47436 members 
Entering Unmasked Estep 
Score: -9253683.000000 Penalty: 5367.669922
	Iteration 22Q: 3 clusters Score -9253683 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 47591 members 
Entering Unmasked Estep 
Score: -9253688.000000 Penalty: 5367.669922
	Iteration 23Q: 3 clusters Score -9253688 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 47756 members 
Entering Unmasked Estep 
Score: -9253639.000000 Penalty: 5367.669922
	Iteration 24Q: 3 clusters Score -9253639 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 47878 members 
Entering Unmasked Estep 
Score: -9253629.000000 Penalty: 5367.669922
	Iteration 25Q: 3 clusters Score -9253629 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 47994 members 
Entering Unmasked Estep 
Score: -9253607.000000 Penalty: 5367.669922
	Iteration 26Q: 3 clusters Score -9253607 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 48062 members 
Entering Unmasked Estep 
Score: -9253591.000000 Penalty: 5367.669922
	Iteration 27Q: 3 clusters Score -9253591 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 48131 members 
Entering Unmasked Estep 
Score: -9253578.000000 Penalty: 5367.669922
	Iteration 28Q: 3 clusters Score -9253578 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 48188 members 
Entering Unmasked Estep 
Score: -9253584.000000 Penalty: 5367.669922
	Iteration 29Q: 3 clusters Score -9253584 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 48241 members 
Entering Unmasked Estep 
Score: -9253585.000000 Penalty: 5367.669922
	Iteration 30Q: 3 clusters Score -9253585 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 48289 members 
Entering Unmasked Estep 
Score: -9253577.000000 Penalty: 5367.669922
	Iteration 31Q: 3 clusters Score -9253577 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 48317 members 
Entering Unmasked Estep 
Score: -9253564.000000 Penalty: 5367.669922
	Iteration 32Q: 3 clusters Score -9253564 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 48348 members 
Entering Unmasked Estep 
Score: -9253559.000000 Penalty: 5367.669922
	Iteration 33Q: 3 clusters Score -9253559 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -9253578.000000 Penalty: 5367.669922
	Iteration 34Q: 3 clusters Score -9253578 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 48402 members 
Entering Unmasked Estep 
Score: -9253583.000000 Penalty: 5367.669922
	Iteration 35Q: 3 clusters Score -9253583 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 48433 members 
Entering Unmasked Estep 
Score: -9253589.000000 Penalty: 5367.669922
	Iteration 36Q: 3 clusters Score -9253589 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 48465 members 
Entering Unmasked Estep 
Score: -9253595.000000 Penalty: 5367.669922
	Iteration 37Q: 3 clusters Score -9253595 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 48507 members 
Entering Unmasked Estep 
Score: -9253594.000000 Penalty: 5367.669922
	Iteration 38Q: 3 clusters Score -9253594 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 48545 members 
Entering Unmasked Estep 
Score: -9253594.000000 Penalty: 5367.669922
	Iteration 39Q: 3 clusters Score -9253594 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 48581 members 
Entering Unmasked Estep 
Score: -9253595.000000 Penalty: 5367.669922
	Iteration 40F: 3 clusters Score -9253595 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 48606 members 
Entering Unmasked Estep 
Score: -9253592.000000 Penalty: 5367.669922
	Iteration 41Q: 3 clusters Score -9253592 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 48629 members 
Entering Unmasked Estep 
Score: -9253597.000000 Penalty: 5367.669922
	Iteration 42Q: 3 clusters Score -9253597 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 48646 members 
Entering Unmasked Estep 
Score: -9253612.000000 Penalty: 5367.669922
	Iteration 43Q: 3 clusters Score -9253612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 48655 members 
Entering Unmasked Estep 
Score: -9253607.000000 Penalty: 5367.669922
	Iteration 44Q: 3 clusters Score -9253607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 48665 members 
Entering Unmasked Estep 
Score: -9253604.000000 Penalty: 5367.669922
	Iteration 45Q: 3 clusters Score -9253604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 48673 members 
Entering Unmasked Estep 
Score: -9253606.000000 Penalty: 5367.669922
	Iteration 46Q: 3 clusters Score -9253606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 48681 members 
Entering Unmasked Estep 
Score: -9253615.000000 Penalty: 5367.669922
	Iteration 47Q: 3 clusters Score -9253615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 48685 members 
Entering Unmasked Estep 
Score: -9253613.000000 Penalty: 5367.669922
	Iteration 48Q: 3 clusters Score -9253613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 48693 members 
Entering Unmasked Estep 
Score: -9253610.000000 Penalty: 5367.669922
	Iteration 49Q: 3 clusters Score -9253610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 48697 members 
Entering Unmasked Estep 
Score: -9253617.000000 Penalty: 5367.669922
	Iteration 50Q: 3 clusters Score -9253617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 48703 members 
Entering Unmasked Estep 
Score: -9253619.000000 Penalty: 5367.669922
	Iteration 51Q: 3 clusters Score -9253619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 48705 members 
Entering Unmasked Estep 
Score: -9253618.000000 Penalty: 5367.669922
	Iteration 52Q: 3 clusters Score -9253618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 48706 members 
Entering Unmasked Estep 
Score: -9253622.000000 Penalty: 5367.669922
	Iteration 53Q: 3 clusters Score -9253622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 48707 members 
Entering Unmasked Estep 
Score: -9253616.000000 Penalty: 5367.669922
	Iteration 54Q: 3 clusters Score -9253616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 48707 members 
Entering Unmasked Estep 
Score: -9253616.000000 Penalty: 5367.669922
	Iteration 55F: 3 clusters Score -9253616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (43322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43322 members 
Entering Unmasked Estep 
Score: -7945666.500000 Penalty: 2647.750977
	Iteration 0F: 2 clusters Score -7945666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -7917474.000000 Penalty: 5295.501953
	Iteration 0F: 3 clusters Score -7917474 nChanged 19920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -7928339.000000 Penalty: 5295.501953
	Iteration 1F: 3 clusters Score -7928339 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -7928850.000000 Penalty: 5295.501953
	Iteration 2Q: 3 clusters Score -7928850 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -7929297.000000 Penalty: 5295.501953
	Iteration 3Q: 3 clusters Score -7929297 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -7929797.500000 Penalty: 5295.501953
	Iteration 4Q: 3 clusters Score -7929798 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -7930324.000000 Penalty: 5295.501953
	Iteration 5Q: 3 clusters Score -7930324 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -7931030.500000 Penalty: 5295.501953
	Iteration 6Q: 3 clusters Score -7931030 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -7931953.500000 Penalty: 5295.501953
	Iteration 7Q: 3 clusters Score -7931954 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -7933188.500000 Penalty: 5295.501953
	Iteration 8F: 3 clusters Score -7933188 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -7934961.500000 Penalty: 5295.501953
	Iteration 9F: 3 clusters Score -7934962 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -7937264.500000 Penalty: 5295.501953
	Iteration 10F: 3 clusters Score -7937264 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
Score: -7939198.500000 Penalty: 5295.501953
	Iteration 11F: 3 clusters Score -7939198 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -7940418.000000 Penalty: 5295.501953
	Iteration 12Q: 3 clusters Score -7940418 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -7941039.000000 Penalty: 5295.501953
	Iteration 13Q: 3 clusters Score -7941039 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -7941447.000000 Penalty: 5295.501953
	Iteration 14Q: 3 clusters Score -7941447 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -7941762.000000 Penalty: 5295.501953
	Iteration 15Q: 3 clusters Score -7941762 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -7942027.500000 Penalty: 5295.501953
	Iteration 16Q: 3 clusters Score -7942028 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -7942232.000000 Penalty: 5295.501953
	Iteration 17Q: 3 clusters Score -7942232 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 34953 members 
Entering Unmasked Estep 
Score: -7942416.000000 Penalty: 5295.501953
	Iteration 18Q: 3 clusters Score -7942416 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 35472 members 
Entering Unmasked Estep 
Score: -7942613.000000 Penalty: 5295.501953
	Iteration 19Q: 3 clusters Score -7942613 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -7942754.000000 Penalty: 5295.501953
	Iteration 20F: 3 clusters Score -7942754 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -7942928.500000 Penalty: 5295.501953
	Iteration 21Q: 3 clusters Score -7942928 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7943068 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 37361 members 
Entering Unmasked Estep 
Score: -7943180.000000 Penalty: 5295.501953
	Iteration 23Q: 3 clusters Score -7943180 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
Score: -7943251.000000 Penalty: 5295.501953
	Iteration 24Q: 3 clusters Score -7943251 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 38087 members 
Entering Unmasked Estep 
Score: -7943330.500000 Penalty: 5295.501953
	Iteration 25Q: 3 clusters Score -7943330 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -7943424.000000 Penalty: 5295.501953
	Iteration 26Q: 3 clusters Score -7943424 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -7943519.500000 Penalty: 5295.501953
	Iteration 27Q: 3 clusters Score -7943520 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7943584 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -7943657 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 39629 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7943685 nChanged 200
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 39829 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7943706 nChanged 197
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 40026 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7943800 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 40215 members 
Entering Unmasked Estep 
Score: -7943823.000000 Penalty: 5295.501953
	Iteration 33Q: 3 clusters Score -7943823 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 40375 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7943838 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 40501 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7943873 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7943886 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
Score: -7943881.500000 Penalty: 5295.501953
	Iteration 37Q: 3 clusters Score -7943882 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7943883 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7943884 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7943896 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7943900 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -7943908.500000 Penalty: 5295.501953
	Iteration 42Q: 3 clusters Score -7943908 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 41291 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7943899 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 41367 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7943886 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 41433 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7943896 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7943896 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 41558 members 
Entering Unmasked Estep 
Score: -7943901.500000 Penalty: 5295.501953
	Iteration 47Q: 3 clusters Score -7943902 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 41614 members 
Entering Unmasked Estep 
Score: -7943914.000000 Penalty: 5295.501953
	Iteration 48Q: 3 clusters Score -7943914 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 41661 members 
Entering Unmasked Estep 
Score: -7943927.000000 Penalty: 5295.501953
	Iteration 49Q: 3 clusters Score -7943927 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -7943912.000000 Penalty: 5295.501953
	Iteration 50Q: 3 clusters Score -7943912 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7943914 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -7943913.000000 Penalty: 5295.501953
	Iteration 52Q: 3 clusters Score -7943913 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 41805 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7943914 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 41841 members 
Entering Unmasked Estep 
Score: -7943918.500000 Penalty: 5295.501953
	Iteration 54Q: 3 clusters Score -7943918 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 41873 members 
Entering Unmasked Estep 
Score: -7943922.000000 Penalty: 5295.501953
	Iteration 55Q: 3 clusters Score -7943922 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7943912 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 41958 members 
Entering Unmasked Estep 
Score: -7943909.000000 Penalty: 5295.501953
	Iteration 57Q: 3 clusters Score -7943909 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 41994 members 
Entering Unmasked Estep 
Score: -7943892.500000 Penalty: 5295.501953
	Iteration 58Q: 3 clusters Score -7943892 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 42021 members 
Entering Unmasked Estep 
Score: -7943889.500000 Penalty: 5295.501953
	Iteration 59Q: 3 clusters Score -7943890 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
Score: -7943892.000000 Penalty: 5295.501953
	Iteration 60F: 3 clusters Score -7943892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 42068 members 
Entering Unmasked Estep 
Score: -7943898.000000 Penalty: 5295.501953
	Iteration 61Q: 3 clusters Score -7943898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -7943896.000000 Penalty: 5295.501953
	Iteration 62Q: 3 clusters Score -7943896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 42118 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7943889 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 42141 members 
Entering Unmasked Estep 
Score: -7943889.500000 Penalty: 5295.501953
	Iteration 64Q: 3 clusters Score -7943890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 42167 members 
Entering Unmasked Estep 
Score: -7943891.000000 Penalty: 5295.501953
	Iteration 65Q: 3 clusters Score -7943891 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 42180 members 
Entering Unmasked Estep 
Score: -7943895.000000 Penalty: 5295.501953
	Iteration 66Q: 3 clusters Score -7943895 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
Score: -7943892.500000 Penalty: 5295.501953
	Iteration 67Q: 3 clusters Score -7943892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 42197 members 
Entering Unmasked Estep 
Score: -7943886.000000 Penalty: 5295.501953
	Iteration 68Q: 3 clusters Score -7943886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 42202 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7943889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 42207 members 
Entering Unmasked Estep 
Score: -7943882.500000 Penalty: 5295.501953
	Iteration 70Q: 3 clusters Score -7943882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7943889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -7943892.500000 Penalty: 5295.501953
	Iteration 72Q: 3 clusters Score -7943892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 42225 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7943896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 42230 members 
Entering Unmasked Estep 
Score: -7943897.500000 Penalty: 5295.501953
	Iteration 74Q: 3 clusters Score -7943898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -7943897.500000 Penalty: 5295.501953
	Iteration 75Q: 3 clusters Score -7943898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 42242 members 
Entering Unmasked Estep 
Score: -7943901.000000 Penalty: 5295.501953
	Iteration 76Q: 3 clusters Score -7943901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 42248 members 
Entering Unmasked Estep 
Score: -7943901.500000 Penalty: 5295.501953
	Iteration 77Q: 3 clusters Score -7943902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -7943892.000000 Penalty: 5295.501953
	Iteration 78Q: 3 clusters Score -7943892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 42261 members 
Entering Unmasked Estep 
Score: -7943897.000000 Penalty: 5295.501953
	Iteration 79Q: 3 clusters Score -7943897 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -7943907.000000 Penalty: 5295.501953
	Iteration 80F: 3 clusters Score -7943907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
Score: -7943910.000000 Penalty: 5295.501953
	Iteration 81Q: 3 clusters Score -7943910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 42279 members 
Entering Unmasked Estep 
Score: -7943897.500000 Penalty: 5295.501953
	Iteration 82Q: 3 clusters Score -7943898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7943898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 42301 members 
Entering Unmasked Estep 
Score: -7943904.500000 Penalty: 5295.501953
	Iteration 84Q: 3 clusters Score -7943904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -7943897.500000 Penalty: 5295.501953
	Iteration 85Q: 3 clusters Score -7943898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 42321 members 
Entering Unmasked Estep 
Score: -7943899.500000 Penalty: 5295.501953
	Iteration 86Q: 3 clusters Score -7943900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 42324 members 
Entering Unmasked Estep 
Score: -7943895.500000 Penalty: 5295.501953
	Iteration 87Q: 3 clusters Score -7943896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 42328 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7943896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7943896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 42332 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7943898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 42333 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7943898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7943896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 42335 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7943895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 42336 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7943896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 42336 members 
Entering Unmasked Estep 
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	Iteration 95F: 3 clusters Score -7943896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43824 members 
Mstep: Class 5 contains 44660 members 
Mstep: Class 6 contains 45410 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43363 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43434 members 
Mstep: Class 15 contains 44042 members 
Mstep: Class 16 contains 25687 members 
Mstep: Class 17 contains 38675 members 
Mstep: Class 18 contains 1638 members 
Mstep: Class 19 contains 46844 members 
Mstep: Class 20 contains 49017 members 
Mstep: Class 22 contains 47118 members 
Mstep: Class 23 contains 50107 members 
Mstep: Class 24 contains 43322 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 359Q: 24 clusters Score -1.112172e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43831 members 
Mstep: Class 5 contains 44657 members 
Mstep: Class 6 contains 45404 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43367 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43439 members 
Mstep: Class 15 contains 44042 members 
Mstep: Class 16 contains 25686 members 
Mstep: Class 17 contains 38676 members 
Mstep: Class 18 contains 1638 members 
Mstep: Class 19 contains 46845 members 
Mstep: Class 20 contains 49013 members 
Mstep: Class 22 contains 47120 members 
Mstep: Class 23 contains 50102 members 
Mstep: Class 24 contains 43322 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 360F: 24 clusters Score -1.112171e+08 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43410 members 
Mstep: Class 2 contains 370 members 
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Mstep: Class 5 contains 44650 members 
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Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43363 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43446 members 
Mstep: Class 15 contains 44046 members 
Mstep: Class 16 contains 25686 members 
Mstep: Class 17 contains 38674 members 
Mstep: Class 18 contains 1638 members 
Mstep: Class 19 contains 46848 members 
Mstep: Class 20 contains 49015 members 
Mstep: Class 22 contains 47123 members 
Mstep: Class 23 contains 50100 members 
Mstep: Class 24 contains 43323 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 361Q: 24 clusters Score -1.11217e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43829 members 
Mstep: Class 5 contains 44649 members 
Mstep: Class 6 contains 45407 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43363 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43448 members 
Mstep: Class 15 contains 44054 members 
Mstep: Class 16 contains 25685 members 
Mstep: Class 17 contains 38674 members 
Mstep: Class 18 contains 1637 members 
Mstep: Class 19 contains 46846 members 
Mstep: Class 20 contains 49014 members 
Mstep: Class 22 contains 47122 members 
Mstep: Class 23 contains 50100 members 
Mstep: Class 24 contains 43323 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 362Q: 24 clusters Score -1.11217e+08 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43832 members 
Mstep: Class 5 contains 44644 members 
Mstep: Class 6 contains 45404 members 
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Mstep: Class 8 contains 43365 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43447 members 
Mstep: Class 15 contains 44062 members 
Mstep: Class 16 contains 25686 members 
Mstep: Class 17 contains 38674 members 
Mstep: Class 18 contains 1636 members 
Mstep: Class 19 contains 46844 members 
Mstep: Class 20 contains 49011 members 
Mstep: Class 22 contains 47129 members 
Mstep: Class 23 contains 50097 members 
Mstep: Class 24 contains 43320 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 363Q: 24 clusters Score -1.112171e+08 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43829 members 
Mstep: Class 5 contains 44647 members 
Mstep: Class 6 contains 45409 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43367 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43447 members 
Mstep: Class 15 contains 44062 members 
Mstep: Class 16 contains 25687 members 
Mstep: Class 17 contains 38675 members 
Mstep: Class 18 contains 1635 members 
Mstep: Class 19 contains 46842 members 
Mstep: Class 20 contains 49016 members 
Mstep: Class 22 contains 47125 members 
Mstep: Class 23 contains 50097 members 
Mstep: Class 24 contains 43314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216976.000000 Penalty: 76057.484375
Iteration 364Q: 24 clusters Score -1.11217e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43830 members 
Mstep: Class 5 contains 44645 members 
Mstep: Class 6 contains 45409 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43367 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43446 members 
Mstep: Class 15 contains 44064 members 
Mstep: Class 16 contains 25687 members 
Mstep: Class 17 contains 38675 members 
Mstep: Class 18 contains 1634 members 
Mstep: Class 19 contains 46843 members 
Mstep: Class 20 contains 49014 members 
Mstep: Class 22 contains 47124 members 
Mstep: Class 23 contains 50098 members 
Mstep: Class 24 contains 43315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216904.000000 Penalty: 76057.484375
Iteration 365Q: 24 clusters Score -1.112169e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43828 members 
Mstep: Class 5 contains 44647 members 
Mstep: Class 6 contains 45407 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43364 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43451 members 
Mstep: Class 15 contains 44066 members 
Mstep: Class 16 contains 25687 members 
Mstep: Class 17 contains 38675 members 
Mstep: Class 18 contains 1634 members 
Mstep: Class 19 contains 46843 members 
Mstep: Class 20 contains 49016 members 
Mstep: Class 22 contains 47120 members 
Mstep: Class 23 contains 50095 members 
Mstep: Class 24 contains 43316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216968.000000 Penalty: 76057.484375
Iteration 366Q: 24 clusters Score -1.11217e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43828 members 
Mstep: Class 5 contains 44646 members 
Mstep: Class 6 contains 45411 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43364 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43456 members 
Mstep: Class 15 contains 44071 members 
Mstep: Class 16 contains 25687 members 
Mstep: Class 17 contains 38677 members 
Mstep: Class 18 contains 1634 members 
Mstep: Class 19 contains 46840 members 
Mstep: Class 20 contains 49011 members 
Mstep: Class 22 contains 47118 members 
Mstep: Class 23 contains 50095 members 
Mstep: Class 24 contains 43313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216896.000000 Penalty: 76057.484375
Iteration 367Q: 24 clusters Score -1.112169e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43828 members 
Mstep: Class 5 contains 44643 members 
Mstep: Class 6 contains 45409 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43362 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43456 members 
Mstep: Class 15 contains 44078 members 
Mstep: Class 16 contains 25687 members 
Mstep: Class 17 contains 38677 members 
Mstep: Class 18 contains 1634 members 
Mstep: Class 19 contains 46843 members 
Mstep: Class 20 contains 49007 members 
Mstep: Class 22 contains 47118 members 
Mstep: Class 23 contains 50098 members 
Mstep: Class 24 contains 43312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216888.000000 Penalty: 76057.484375
Iteration 368Q: 24 clusters Score -1.112169e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43828 members 
Mstep: Class 5 contains 44639 members 
Mstep: Class 6 contains 45407 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43364 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43457 members 
Mstep: Class 15 contains 44080 members 
Mstep: Class 16 contains 25687 members 
Mstep: Class 17 contains 38677 members 
Mstep: Class 18 contains 1634 members 
Mstep: Class 19 contains 46846 members 
Mstep: Class 20 contains 49003 members 
Mstep: Class 22 contains 47122 members 
Mstep: Class 23 contains 50097 members 
Mstep: Class 24 contains 43310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216912.000000 Penalty: 76057.484375
Iteration 369Q: 24 clusters Score -1.112169e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43828 members 
Mstep: Class 5 contains 44639 members 
Mstep: Class 6 contains 45411 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43363 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43458 members 
Mstep: Class 15 contains 44084 members 
Mstep: Class 16 contains 25687 members 
Mstep: Class 17 contains 38679 members 
Mstep: Class 18 contains 1634 members 
Mstep: Class 19 contains 46846 members 
Mstep: Class 20 contains 49004 members 
Mstep: Class 22 contains 47120 members 
Mstep: Class 23 contains 50092 members 
Mstep: Class 24 contains 43308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216904.000000 Penalty: 76057.484375
Iteration 370Q: 24 clusters Score -1.112169e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43828 members 
Mstep: Class 5 contains 44640 members 
Mstep: Class 6 contains 45415 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43364 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43455 members 
Mstep: Class 15 contains 44081 members 
Mstep: Class 16 contains 25688 members 
Mstep: Class 17 contains 38681 members 
Mstep: Class 18 contains 1634 members 
Mstep: Class 19 contains 46847 members 
Mstep: Class 20 contains 49003 members 
Mstep: Class 22 contains 47123 members 
Mstep: Class 23 contains 50090 members 
Mstep: Class 24 contains 43303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216896.000000 Penalty: 76057.484375
Iteration 371Q: 24 clusters Score -1.112169e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43405 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43827 members 
Mstep: Class 5 contains 44641 members 
Mstep: Class 6 contains 45416 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43363 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43457 members 
Mstep: Class 15 contains 44080 members 
Mstep: Class 16 contains 25689 members 
Mstep: Class 17 contains 38681 members 
Mstep: Class 18 contains 1634 members 
Mstep: Class 19 contains 46848 members 
Mstep: Class 20 contains 49002 members 
Mstep: Class 22 contains 47121 members 
Mstep: Class 23 contains 50093 members 
Mstep: Class 24 contains 43300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216880.000000 Penalty: 76057.484375
Iteration 372Q: 24 clusters Score -1.112169e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43407 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43828 members 
Mstep: Class 5 contains 44640 members 
Mstep: Class 6 contains 45414 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43357 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43462 members 
Mstep: Class 15 contains 44081 members 
Mstep: Class 16 contains 25689 members 
Mstep: Class 17 contains 38679 members 
Mstep: Class 18 contains 1634 members 
Mstep: Class 19 contains 46852 members 
Mstep: Class 20 contains 49002 members 
Mstep: Class 22 contains 47124 members 
Mstep: Class 23 contains 50091 members 
Mstep: Class 24 contains 43297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216832.000000 Penalty: 76057.484375
Iteration 373Q: 24 clusters Score -1.112168e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43828 members 
Mstep: Class 5 contains 44640 members 
Mstep: Class 6 contains 45417 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43352 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43465 members 
Mstep: Class 15 contains 44080 members 
Mstep: Class 16 contains 25689 members 
Mstep: Class 17 contains 38678 members 
Mstep: Class 18 contains 1634 members 
Mstep: Class 19 contains 46853 members 
Mstep: Class 20 contains 49006 members 
Mstep: Class 22 contains 47123 members 
Mstep: Class 23 contains 50088 members 
Mstep: Class 24 contains 43296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216856.000000 Penalty: 76057.484375
Iteration 374Q: 24 clusters Score -1.112169e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43407 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43831 members 
Mstep: Class 5 contains 44637 members 
Mstep: Class 6 contains 45417 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43345 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43467 members 
Mstep: Class 15 contains 44081 members 
Mstep: Class 16 contains 25686 members 
Mstep: Class 17 contains 38680 members 
Mstep: Class 18 contains 1634 members 
Mstep: Class 19 contains 46854 members 
Mstep: Class 20 contains 49009 members 
Mstep: Class 22 contains 47124 members 
Mstep: Class 23 contains 50090 members 
Mstep: Class 24 contains 43295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216904.000000 Penalty: 76057.484375
Iteration 375Q: 24 clusters Score -1.112169e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43829 members 
Mstep: Class 5 contains 44635 members 
Mstep: Class 6 contains 45415 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43343 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43468 members 
Mstep: Class 15 contains 44081 members 
Mstep: Class 16 contains 25685 members 
Mstep: Class 17 contains 38680 members 
Mstep: Class 18 contains 1634 members 
Mstep: Class 19 contains 46855 members 
Mstep: Class 20 contains 49012 members 
Mstep: Class 22 contains 47125 members 
Mstep: Class 23 contains 50091 members 
Mstep: Class 24 contains 43295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216832.000000 Penalty: 76057.484375
Iteration 376Q: 24 clusters Score -1.112168e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43827 members 
Mstep: Class 5 contains 44638 members 
Mstep: Class 6 contains 45419 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43343 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43470 members 
Mstep: Class 15 contains 44078 members 
Mstep: Class 16 contains 25683 members 
Mstep: Class 17 contains 38680 members 
Mstep: Class 18 contains 1634 members 
Mstep: Class 19 contains 46858 members 
Mstep: Class 20 contains 49018 members 
Mstep: Class 22 contains 47121 members 
Mstep: Class 23 contains 50086 members 
Mstep: Class 24 contains 43294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216824.000000 Penalty: 76057.484375
Iteration 377Q: 24 clusters Score -1.112168e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43827 members 
Mstep: Class 5 contains 44634 members 
Mstep: Class 6 contains 45420 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43352 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43466 members 
Mstep: Class 15 contains 44078 members 
Mstep: Class 16 contains 25683 members 
Mstep: Class 17 contains 38674 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 46862 members 
Mstep: Class 20 contains 49021 members 
Mstep: Class 22 contains 47119 members 
Mstep: Class 23 contains 50088 members 
Mstep: Class 24 contains 43294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216768.000000 Penalty: 76057.484375
Iteration 378Q: 24 clusters Score -1.112168e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43830 members 
Mstep: Class 5 contains 44635 members 
Mstep: Class 6 contains 45420 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43352 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43466 members 
Mstep: Class 15 contains 44076 members 
Mstep: Class 16 contains 25683 members 
Mstep: Class 17 contains 38668 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 46862 members 
Mstep: Class 20 contains 49020 members 
Mstep: Class 22 contains 47121 members 
Mstep: Class 23 contains 50087 members 
Mstep: Class 24 contains 43295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216848.000000 Penalty: 76057.484375
Iteration 379Q: 24 clusters Score -1.112168e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43410 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43832 members 
Mstep: Class 5 contains 44636 members 
Mstep: Class 6 contains 45421 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43356 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43461 members 
Mstep: Class 15 contains 44076 members 
Mstep: Class 16 contains 25683 members 
Mstep: Class 17 contains 38669 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 46862 members 
Mstep: Class 20 contains 49017 members 
Mstep: Class 22 contains 47116 members 
Mstep: Class 23 contains 50087 members 
Mstep: Class 24 contains 43298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216792.000000 Penalty: 76057.484375
Iteration 380F: 24 clusters Score -1.112168e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43833 members 
Mstep: Class 5 contains 44635 members 
Mstep: Class 6 contains 45421 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43353 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43457 members 
Mstep: Class 15 contains 44076 members 
Mstep: Class 16 contains 25683 members 
Mstep: Class 17 contains 38673 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 46861 members 
Mstep: Class 20 contains 49013 members 
Mstep: Class 22 contains 47115 members 
Mstep: Class 23 contains 50093 members 
Mstep: Class 24 contains 43298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216848.000000 Penalty: 76057.484375
Iteration 381Q: 24 clusters Score -1.112168e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43415 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43833 members 
Mstep: Class 5 contains 44634 members 
Mstep: Class 6 contains 45420 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43349 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43456 members 
Mstep: Class 15 contains 44075 members 
Mstep: Class 16 contains 25683 members 
Mstep: Class 17 contains 38671 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 46863 members 
Mstep: Class 20 contains 49014 members 
Mstep: Class 22 contains 47118 members 
Mstep: Class 23 contains 50095 members 
Mstep: Class 24 contains 43298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216816.000000 Penalty: 76057.484375
Iteration 382Q: 24 clusters Score -1.112168e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43831 members 
Mstep: Class 5 contains 44633 members 
Mstep: Class 6 contains 45420 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43350 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43454 members 
Mstep: Class 15 contains 44079 members 
Mstep: Class 16 contains 25683 members 
Mstep: Class 17 contains 38666 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 46862 members 
Mstep: Class 20 contains 49012 members 
Mstep: Class 22 contains 47121 members 
Mstep: Class 23 contains 50093 members 
Mstep: Class 24 contains 43301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216952.000000 Penalty: 76057.484375
Iteration 383Q: 24 clusters Score -1.11217e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43833 members 
Mstep: Class 5 contains 44633 members 
Mstep: Class 6 contains 45418 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43343 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43452 members 
Mstep: Class 15 contains 44079 members 
Mstep: Class 16 contains 25684 members 
Mstep: Class 17 contains 38666 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 46861 members 
Mstep: Class 20 contains 49015 members 
Mstep: Class 22 contains 47121 members 
Mstep: Class 23 contains 50095 members 
Mstep: Class 24 contains 43303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216944.000000 Penalty: 76057.484375
Iteration 384Q: 24 clusters Score -1.112169e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43836 members 
Mstep: Class 5 contains 44634 members 
Mstep: Class 6 contains 45417 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43337 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43451 members 
Mstep: Class 15 contains 44080 members 
Mstep: Class 16 contains 25686 members 
Mstep: Class 17 contains 38664 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 46861 members 
Mstep: Class 20 contains 49018 members 
Mstep: Class 22 contains 47122 members 
Mstep: Class 23 contains 50094 members 
Mstep: Class 24 contains 43303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216984.000000 Penalty: 76057.484375
Iteration 385Q: 24 clusters Score -1.11217e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43839 members 
Mstep: Class 5 contains 44633 members 
Mstep: Class 6 contains 45415 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43332 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43452 members 
Mstep: Class 15 contains 44082 members 
Mstep: Class 16 contains 25688 members 
Mstep: Class 17 contains 38663 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 46864 members 
Mstep: Class 20 contains 49015 members 
Mstep: Class 22 contains 47124 members 
Mstep: Class 23 contains 50094 members 
Mstep: Class 24 contains 43301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216912.000000 Penalty: 76057.484375
Iteration 386Q: 24 clusters Score -1.112169e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43842 members 
Mstep: Class 5 contains 44635 members 
Mstep: Class 6 contains 45411 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43328 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43450 members 
Mstep: Class 15 contains 44084 members 
Mstep: Class 16 contains 25687 members 
Mstep: Class 17 contains 38665 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 46871 members 
Mstep: Class 20 contains 49008 members 
Mstep: Class 22 contains 47120 members 
Mstep: Class 23 contains 50098 members 
Mstep: Class 24 contains 43301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216960.000000 Penalty: 76057.484375
Iteration 387Q: 24 clusters Score -1.11217e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43425 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43842 members 
Mstep: Class 5 contains 44636 members 
Mstep: Class 6 contains 45409 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43323 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43450 members 
Mstep: Class 15 contains 44086 members 
Mstep: Class 16 contains 25687 members 
Mstep: Class 17 contains 38670 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 46872 members 
Mstep: Class 20 contains 49007 members 
Mstep: Class 22 contains 47117 members 
Mstep: Class 23 contains 50099 members 
Mstep: Class 24 contains 43301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216960.000000 Penalty: 76057.484375
Iteration 388Q: 24 clusters Score -1.11217e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43844 members 
Mstep: Class 5 contains 44637 members 
Mstep: Class 6 contains 45408 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43318 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43449 members 
Mstep: Class 15 contains 44088 members 
Mstep: Class 16 contains 25687 members 
Mstep: Class 17 contains 38670 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 46875 members 
Mstep: Class 20 contains 49004 members 
Mstep: Class 22 contains 47117 members 
Mstep: Class 23 contains 50102 members 
Mstep: Class 24 contains 43302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217016.000000 Penalty: 76057.484375
Iteration 389Q: 24 clusters Score -1.11217e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43844 members 
Mstep: Class 5 contains 44637 members 
Mstep: Class 6 contains 45406 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43320 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43448 members 
Mstep: Class 15 contains 44085 members 
Mstep: Class 16 contains 25687 members 
Mstep: Class 17 contains 38669 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 46881 members 
Mstep: Class 20 contains 49005 members 
Mstep: Class 22 contains 47113 members 
Mstep: Class 23 contains 50102 members 
Mstep: Class 24 contains 43303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216968.000000 Penalty: 76057.484375
Iteration 390Q: 24 clusters Score -1.11217e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43845 members 
Mstep: Class 5 contains 44637 members 
Mstep: Class 6 contains 45405 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43322 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43448 members 
Mstep: Class 15 contains 44088 members 
Mstep: Class 16 contains 25686 members 
Mstep: Class 17 contains 38666 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 46886 members 
Mstep: Class 20 contains 49005 members 
Mstep: Class 22 contains 47110 members 
Mstep: Class 23 contains 50101 members 
Mstep: Class 24 contains 43305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216984.000000 Penalty: 76057.484375
Iteration 391Q: 24 clusters Score -1.11217e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43846 members 
Mstep: Class 5 contains 44637 members 
Mstep: Class 6 contains 45403 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43323 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43450 members 
Mstep: Class 15 contains 44085 members 
Mstep: Class 16 contains 25686 members 
Mstep: Class 17 contains 38661 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 46887 members 
Mstep: Class 20 contains 49004 members 
Mstep: Class 22 contains 47109 members 
Mstep: Class 23 contains 50103 members 
Mstep: Class 24 contains 43307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216984.000000 Penalty: 76057.484375
Iteration 392Q: 24 clusters Score -1.11217e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43842 members 
Mstep: Class 5 contains 44635 members 
Mstep: Class 6 contains 45400 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43325 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43452 members 
Mstep: Class 15 contains 44083 members 
Mstep: Class 16 contains 25687 members 
Mstep: Class 17 contains 38657 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 46891 members 
Mstep: Class 20 contains 49008 members 
Mstep: Class 22 contains 47110 members 
Mstep: Class 23 contains 50107 members 
Mstep: Class 24 contains 43305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216896.000000 Penalty: 76057.484375
Iteration 393Q: 24 clusters Score -1.112169e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43838 members 
Mstep: Class 5 contains 44632 members 
Mstep: Class 6 contains 45397 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43331 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43457 members 
Mstep: Class 15 contains 44081 members 
Mstep: Class 16 contains 25687 members 
Mstep: Class 17 contains 38654 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 46891 members 
Mstep: Class 20 contains 49012 members 
Mstep: Class 22 contains 47111 members 
Mstep: Class 23 contains 50106 members 
Mstep: Class 24 contains 43306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217016.000000 Penalty: 76057.484375
Iteration 394Q: 24 clusters Score -1.11217e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43837 members 
Mstep: Class 5 contains 44634 members 
Mstep: Class 6 contains 45395 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43330 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43459 members 
Mstep: Class 15 contains 44081 members 
Mstep: Class 16 contains 25688 members 
Mstep: Class 17 contains 38651 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 46891 members 
Mstep: Class 20 contains 49015 members 
Mstep: Class 22 contains 47111 members 
Mstep: Class 23 contains 50103 members 
Mstep: Class 24 contains 43306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217056.000000 Penalty: 76057.484375
Iteration 395Q: 24 clusters Score -1.112171e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43421 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43836 members 
Mstep: Class 5 contains 44636 members 
Mstep: Class 6 contains 45396 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43327 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43459 members 
Mstep: Class 15 contains 44082 members 
Mstep: Class 16 contains 25687 members 
Mstep: Class 17 contains 38650 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 46895 members 
Mstep: Class 20 contains 49010 members 
Mstep: Class 22 contains 47113 members 
Mstep: Class 23 contains 50105 members 
Mstep: Class 24 contains 43307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217064.000000 Penalty: 76057.484375
Iteration 396Q: 24 clusters Score -1.112171e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43835 members 
Mstep: Class 5 contains 44639 members 
Mstep: Class 6 contains 45396 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43329 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43457 members 
Mstep: Class 15 contains 44080 members 
Mstep: Class 16 contains 25689 members 
Mstep: Class 17 contains 38650 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 46896 members 
Mstep: Class 20 contains 49007 members 
Mstep: Class 22 contains 47110 members 
Mstep: Class 23 contains 50107 members 
Mstep: Class 24 contains 43306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217016.000000 Penalty: 76057.484375
Iteration 397Q: 24 clusters Score -1.11217e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43836 members 
Mstep: Class 5 contains 44640 members 
Mstep: Class 6 contains 45395 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43326 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43457 members 
Mstep: Class 15 contains 44081 members 
Mstep: Class 16 contains 25690 members 
Mstep: Class 17 contains 38652 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 46899 members 
Mstep: Class 20 contains 49006 members 
Mstep: Class 22 contains 47108 members 
Mstep: Class 23 contains 50105 members 
Mstep: Class 24 contains 43306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217032.000000 Penalty: 76057.484375
Iteration 398Q: 24 clusters Score -1.11217e+08 nChanged 30
Entering ConstructFrom: 
Score: -111217032.000000 Penalty: 76057.484375
Entering ConstructFrom: 
Trying to split cluster 1 (43423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43423 members 
Entering Unmasked Estep 
Score: -7950078.000000 Penalty: 2648.328613
	Iteration 0F: 2 clusters Score -7950078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -7921299.000000 Penalty: 5296.657227
	Iteration 0F: 3 clusters Score -7921299 nChanged 19950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -7932172.500000 Penalty: 5296.657227
	Iteration 1F: 3 clusters Score -7932172 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23322 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -7932691.500000 Penalty: 5296.657227
	Iteration 2Q: 3 clusters Score -7932692 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -7933219.500000 Penalty: 5296.657227
	Iteration 3Q: 3 clusters Score -7933220 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -7933780.500000 Penalty: 5296.657227
	Iteration 4Q: 3 clusters Score -7933780 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -7934633.000000 Penalty: 5296.657227
	Iteration 5Q: 3 clusters Score -7934633 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -7935863.500000 Penalty: 5296.657227
	Iteration 6F: 3 clusters Score -7935864 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -7937899.000000 Penalty: 5296.657227
	Iteration 7F: 3 clusters Score -7937899 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -7940715.000000 Penalty: 5296.657227
	Iteration 8F: 3 clusters Score -7940715 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -7943738.000000 Penalty: 5296.657227
	Iteration 9F: 3 clusters Score -7943738 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -7946016.000000 Penalty: 5296.657227
	Iteration 10F: 3 clusters Score -7946016 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -7947154.000000 Penalty: 5296.657227
	Iteration 11Q: 3 clusters Score -7947154 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42180 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -7947674.500000 Penalty: 5296.657227
	Iteration 12Q: 3 clusters Score -7947674 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -7947950.500000 Penalty: 5296.657227
	Iteration 13Q: 3 clusters Score -7947950 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42478 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -7948072.000000 Penalty: 5296.657227
	Iteration 14Q: 3 clusters Score -7948072 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42525 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -7948152.500000 Penalty: 5296.657227
	Iteration 15Q: 3 clusters Score -7948152 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42556 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -7948217.000000 Penalty: 5296.657227
	Iteration 16Q: 3 clusters Score -7948217 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -7948244.500000 Penalty: 5296.657227
	Iteration 17Q: 3 clusters Score -7948244 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -7948258.000000 Penalty: 5296.657227
	Iteration 18Q: 3 clusters Score -7948258 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42579 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -7948282.000000 Penalty: 5296.657227
	Iteration 19Q: 3 clusters Score -7948282 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -7948302.500000 Penalty: 5296.657227
	Iteration 20F: 3 clusters Score -7948302 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42585 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -7948296.500000 Penalty: 5296.657227
	Iteration 21Q: 3 clusters Score -7948296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -7948303.500000 Penalty: 5296.657227
	Iteration 22Q: 3 clusters Score -7948304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -7948315.000000 Penalty: 5296.657227
	Iteration 23Q: 3 clusters Score -7948315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -7948313.000000 Penalty: 5296.657227
	Iteration 24Q: 3 clusters Score -7948313 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42583 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -7948324.000000 Penalty: 5296.657227
	Iteration 25Q: 3 clusters Score -7948324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -7948323.000000 Penalty: 5296.657227
	Iteration 26Q: 3 clusters Score -7948323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -7948322.000000 Penalty: 5296.657227
	Iteration 27Q: 3 clusters Score -7948322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -7948326.500000 Penalty: 5296.657227
	Iteration 28Q: 3 clusters Score -7948326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -7948321.000000 Penalty: 5296.657227
	Iteration 29Q: 3 clusters Score -7948321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -7948321.000000 Penalty: 5296.657227
	Iteration 30F: 3 clusters Score -7948321 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -28538.332031 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -28538.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -27405.791016 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -27405.79 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -27664.203125 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -27664.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -27812.498047 Penalty: 2933.097656
	Iteration 2F: 3 clusters Score -27812.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -27924.707031 Penalty: 2933.097656
	Iteration 3Q: 3 clusters Score -27924.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -27950.103516 Penalty: 2933.097656
	Iteration 4Q: 3 clusters Score -27950.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -27966.263672 Penalty: 2933.097656
	Iteration 5Q: 3 clusters Score -27966.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -28043.218750 Penalty: 2933.097656
	Iteration 6Q: 3 clusters Score -28043.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -28058.964844 Penalty: 2933.097656
	Iteration 7Q: 3 clusters Score -28058.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -28082.525391 Penalty: 2933.097656
	Iteration 8Q: 3 clusters Score -28082.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -28083.851562 Penalty: 2933.097656
	Iteration 9Q: 3 clusters Score -28083.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -28083.851562 Penalty: 2933.097656
	Iteration 10F: 3 clusters Score -28083.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Entering Unmasked Estep 
Score: -404709.625000 Penalty: 1927.538208
	Iteration 0F: 2 clusters Score -404709.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -401843.468750 Penalty: 3855.076416
	Iteration 0F: 3 clusters Score -401843.5 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -402551.718750 Penalty: 3855.076416
	Iteration 1F: 3 clusters Score -402551.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -402833.375000 Penalty: 3855.076416
	Iteration 2F: 3 clusters Score -402833.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -403076.375000 Penalty: 3855.076416
	Iteration 3F: 3 clusters Score -403076.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -403277.406250 Penalty: 3855.076416
	Iteration 4F: 3 clusters Score -403277.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -403497.468750 Penalty: 3855.076416
	Iteration 5F: 3 clusters Score -403497.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -403645.250000 Penalty: 3855.076416
	Iteration 6Q: 3 clusters Score -403645.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -403741.468750 Penalty: 3855.076416
	Iteration 7Q: 3 clusters Score -403741.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -403800.562500 Penalty: 3855.076416
	Iteration 8Q: 3 clusters Score -403800.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -403852.187500 Penalty: 3855.076416
	Iteration 9Q: 3 clusters Score -403852.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -403897.281250 Penalty: 3855.076416
	Iteration 10Q: 3 clusters Score -403897.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -403932.531250 Penalty: 3855.076416
	Iteration 11Q: 3 clusters Score -403932.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -403974.000000 Penalty: 3855.076416
	Iteration 12Q: 3 clusters Score -403974 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -403996.093750 Penalty: 3855.076416
	Iteration 13Q: 3 clusters Score -403996.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -404014.062500 Penalty: 3855.076416
	Iteration 14Q: 3 clusters Score -404014.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -404027.406250 Penalty: 3855.076416
	Iteration 15Q: 3 clusters Score -404027.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -404039.593750 Penalty: 3855.076416
	Iteration 16Q: 3 clusters Score -404039.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -404043.406250 Penalty: 3855.076416
	Iteration 17Q: 3 clusters Score -404043.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -404047.218750 Penalty: 3855.076416
	Iteration 18Q: 3 clusters Score -404047.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -404054.781250 Penalty: 3855.076416
	Iteration 19Q: 3 clusters Score -404054.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -404060.187500 Penalty: 3855.076416
	Iteration 20F: 3 clusters Score -404060.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -404065.156250 Penalty: 3855.076416
	Iteration 21Q: 3 clusters Score -404065.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -404070.812500 Penalty: 3855.076416
	Iteration 22Q: 3 clusters Score -404070.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -404073.750000 Penalty: 3855.076416
	Iteration 23Q: 3 clusters Score -404073.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -404075.625000 Penalty: 3855.076416
	Iteration 24Q: 3 clusters Score -404075.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -404079.000000 Penalty: 3855.076416
	Iteration 25Q: 3 clusters Score -404079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -404080.406250 Penalty: 3855.076416
	Iteration 26Q: 3 clusters Score -404080.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -404080.875000 Penalty: 3855.076416
	Iteration 27Q: 3 clusters Score -404080.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -404080.875000 Penalty: 3855.076416
	Iteration 28F: 3 clusters Score -404080.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Entering Unmasked Estep 
Score: -8020718.500000 Penalty: 2650.687500
	Iteration 0F: 2 clusters Score -8020718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -7991656.500000 Penalty: 5301.375000
	Iteration 0F: 3 clusters Score -7991656 nChanged 20068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -8002894.000000 Penalty: 5301.375000
	Iteration 1F: 3 clusters Score -8002894 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -8003529.500000 Penalty: 5301.375000
	Iteration 2Q: 3 clusters Score -8003530 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -8004347.000000 Penalty: 5301.375000
	Iteration 3Q: 3 clusters Score -8004347 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -8005238.500000 Penalty: 5301.375000
	Iteration 4Q: 3 clusters Score -8005238 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 22695 members 
Entering Unmasked Estep 
Score: -8006218.500000 Penalty: 5301.375000
	Iteration 5Q: 3 clusters Score -8006218 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -8007288.500000 Penalty: 5301.375000
	Iteration 6Q: 3 clusters Score -8007288 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -8008610.000000 Penalty: 5301.375000
	Iteration 7F: 3 clusters Score -8008610 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -8010318.000000 Penalty: 5301.375000
	Iteration 8F: 3 clusters Score -8010318 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -8012338.500000 Penalty: 5301.375000
	Iteration 9F: 3 clusters Score -8012338 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -8013936.500000 Penalty: 5301.375000
	Iteration 10F: 3 clusters Score -8013936 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -8014754.000000 Penalty: 5301.375000
	Iteration 11Q: 3 clusters Score -8014754 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -8015163.500000 Penalty: 5301.375000
	Iteration 12Q: 3 clusters Score -8015164 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25727 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -8015390.000000 Penalty: 5301.375000
	Iteration 13Q: 3 clusters Score -8015390 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -8015583.000000 Penalty: 5301.375000
	Iteration 14Q: 3 clusters Score -8015583 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -8015714.500000 Penalty: 5301.375000
	Iteration 15Q: 3 clusters Score -8015714 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -8015883.500000 Penalty: 5301.375000
	Iteration 16Q: 3 clusters Score -8015884 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -8016008.000000 Penalty: 5301.375000
	Iteration 17Q: 3 clusters Score -8016008 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -8016137.000000 Penalty: 5301.375000
	Iteration 18Q: 3 clusters Score -8016137 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -8016234.500000 Penalty: 5301.375000
	Iteration 19Q: 3 clusters Score -8016234 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -8016316.000000 Penalty: 5301.375000
	Iteration 20F: 3 clusters Score -8016316 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -8016417.500000 Penalty: 5301.375000
	Iteration 21Q: 3 clusters Score -8016418 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -8016526.000000 Penalty: 5301.375000
	Iteration 22Q: 3 clusters Score -8016526 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -8016596.500000 Penalty: 5301.375000
	Iteration 23Q: 3 clusters Score -8016596 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -8016699.500000 Penalty: 5301.375000
	Iteration 24Q: 3 clusters Score -8016700 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -8016772.000000 Penalty: 5301.375000
	Iteration 25Q: 3 clusters Score -8016772 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -8016902.000000 Penalty: 5301.375000
	Iteration 26Q: 3 clusters Score -8016902 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -8017020.000000 Penalty: 5301.375000
	Iteration 27Q: 3 clusters Score -8017020 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -8017088.000000 Penalty: 5301.375000
	Iteration 28Q: 3 clusters Score -8017088 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -8017199.000000 Penalty: 5301.375000
	Iteration 29Q: 3 clusters Score -8017199 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -8017267.500000 Penalty: 5301.375000
	Iteration 30Q: 3 clusters Score -8017268 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -8017340.000000 Penalty: 5301.375000
	Iteration 31Q: 3 clusters Score -8017340 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -8017449.000000 Penalty: 5301.375000
	Iteration 32Q: 3 clusters Score -8017449 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34549 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -8017545.000000 Penalty: 5301.375000
	Iteration 33Q: 3 clusters Score -8017545 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -8017623.500000 Penalty: 5301.375000
	Iteration 34Q: 3 clusters Score -8017624 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -8017686.500000 Penalty: 5301.375000
	Iteration 35Q: 3 clusters Score -8017686 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -8017769.500000 Penalty: 5301.375000
	Iteration 36Q: 3 clusters Score -8017770 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -8017864.500000 Penalty: 5301.375000
	Iteration 37Q: 3 clusters Score -8017864 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36361 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -8017951.500000 Penalty: 5301.375000
	Iteration 38Q: 3 clusters Score -8017952 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -8018031.000000 Penalty: 5301.375000
	Iteration 39Q: 3 clusters Score -8018031 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -8018080.500000 Penalty: 5301.375000
	Iteration 40F: 3 clusters Score -8018080 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -8018167.000000 Penalty: 5301.375000
	Iteration 41Q: 3 clusters Score -8018167 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -8018249.500000 Penalty: 5301.375000
	Iteration 42Q: 3 clusters Score -8018250 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -8018283.500000 Penalty: 5301.375000
	Iteration 43Q: 3 clusters Score -8018284 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -8018314.000000 Penalty: 5301.375000
	Iteration 44Q: 3 clusters Score -8018314 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -8018345.500000 Penalty: 5301.375000
	Iteration 45Q: 3 clusters Score -8018346 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38457 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -8018380.500000 Penalty: 5301.375000
	Iteration 46Q: 3 clusters Score -8018380 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38664 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -8018423.500000 Penalty: 5301.375000
	Iteration 47Q: 3 clusters Score -8018424 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -8018459.500000 Penalty: 5301.375000
	Iteration 48Q: 3 clusters Score -8018460 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39089 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -8018499.000000 Penalty: 5301.375000
	Iteration 49Q: 3 clusters Score -8018499 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39289 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -8018555.000000 Penalty: 5301.375000
	Iteration 50Q: 3 clusters Score -8018555 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -8018601.000000 Penalty: 5301.375000
	Iteration 51Q: 3 clusters Score -8018601 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -8018672.500000 Penalty: 5301.375000
	Iteration 52Q: 3 clusters Score -8018672 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -8018685.500000 Penalty: 5301.375000
	Iteration 53Q: 3 clusters Score -8018686 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -8018732.500000 Penalty: 5301.375000
	Iteration 54Q: 3 clusters Score -8018732 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -8018763.000000 Penalty: 5301.375000
	Iteration 55Q: 3 clusters Score -8018763 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -8018782.000000 Penalty: 5301.375000
	Iteration 56Q: 3 clusters Score -8018782 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -8018821.500000 Penalty: 5301.375000
	Iteration 57Q: 3 clusters Score -8018822 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -8018829.000000 Penalty: 5301.375000
	Iteration 58Q: 3 clusters Score -8018829 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40632 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -8018839.500000 Penalty: 5301.375000
	Iteration 59Q: 3 clusters Score -8018840 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40729 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -8018853.000000 Penalty: 5301.375000
	Iteration 60F: 3 clusters Score -8018853 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40824 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -8018876.000000 Penalty: 5301.375000
	Iteration 61Q: 3 clusters Score -8018876 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40914 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -8018900.000000 Penalty: 5301.375000
	Iteration 62Q: 3 clusters Score -8018900 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40993 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -8018917.500000 Penalty: 5301.375000
	Iteration 63Q: 3 clusters Score -8018918 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41066 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -8018942.000000 Penalty: 5301.375000
	Iteration 64Q: 3 clusters Score -8018942 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41128 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -8018952.500000 Penalty: 5301.375000
	Iteration 65Q: 3 clusters Score -8018952 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41182 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -8018947.000000 Penalty: 5301.375000
	Iteration 66Q: 3 clusters Score -8018947 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -8018975.000000 Penalty: 5301.375000
	Iteration 67Q: 3 clusters Score -8018975 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41271 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -8018971.500000 Penalty: 5301.375000
	Iteration 68Q: 3 clusters Score -8018972 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -8018974.500000 Penalty: 5301.375000
	Iteration 69Q: 3 clusters Score -8018974 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41370 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -8018993.000000 Penalty: 5301.375000
	Iteration 70Q: 3 clusters Score -8018993 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41413 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -8019017.500000 Penalty: 5301.375000
	Iteration 71Q: 3 clusters Score -8019018 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -8019020.500000 Penalty: 5301.375000
	Iteration 72Q: 3 clusters Score -8019020 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -8019024.000000 Penalty: 5301.375000
	Iteration 73Q: 3 clusters Score -8019024 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -8019016.000000 Penalty: 5301.375000
	Iteration 74Q: 3 clusters Score -8019016 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -8019015.500000 Penalty: 5301.375000
	Iteration 75Q: 3 clusters Score -8019016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -8019020.000000 Penalty: 5301.375000
	Iteration 76Q: 3 clusters Score -8019020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -8019033.000000 Penalty: 5301.375000
	Iteration 77Q: 3 clusters Score -8019033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41591 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -8019040.000000 Penalty: 5301.375000
	Iteration 78Q: 3 clusters Score -8019040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41611 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -8019038.000000 Penalty: 5301.375000
	Iteration 79Q: 3 clusters Score -8019038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -8019038.000000 Penalty: 5301.375000
	Iteration 80F: 3 clusters Score -8019038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -8019047.500000 Penalty: 5301.375000
	Iteration 81Q: 3 clusters Score -8019048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41659 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -8019047.000000 Penalty: 5301.375000
	Iteration 82Q: 3 clusters Score -8019047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -8019045.000000 Penalty: 5301.375000
	Iteration 83Q: 3 clusters Score -8019045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -8019043.500000 Penalty: 5301.375000
	Iteration 84Q: 3 clusters Score -8019044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -8019036.500000 Penalty: 5301.375000
	Iteration 85Q: 3 clusters Score -8019036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -8019033.500000 Penalty: 5301.375000
	Iteration 86Q: 3 clusters Score -8019034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -8019030.500000 Penalty: 5301.375000
	Iteration 87Q: 3 clusters Score -8019030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41700 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -8019024.000000 Penalty: 5301.375000
	Iteration 88Q: 3 clusters Score -8019024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41705 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -8019027.000000 Penalty: 5301.375000
	Iteration 89Q: 3 clusters Score -8019027 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41710 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -8019035.000000 Penalty: 5301.375000
	Iteration 90Q: 3 clusters Score -8019035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -8019039.500000 Penalty: 5301.375000
	Iteration 91Q: 3 clusters Score -8019040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -8019037.500000 Penalty: 5301.375000
	Iteration 92Q: 3 clusters Score -8019038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -8019042.500000 Penalty: 5301.375000
	Iteration 93Q: 3 clusters Score -8019042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -8019038.000000 Penalty: 5301.375000
	Iteration 94Q: 3 clusters Score -8019038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41730 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -8019034.000000 Penalty: 5301.375000
	Iteration 95Q: 3 clusters Score -8019034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41731 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -8019031.500000 Penalty: 5301.375000
	Iteration 96Q: 3 clusters Score -8019032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41732 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -8019036.500000 Penalty: 5301.375000
	Iteration 97Q: 3 clusters Score -8019036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41733 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -8019035.000000 Penalty: 5301.375000
	Iteration 98Q: 3 clusters Score -8019035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41735 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -8019039.000000 Penalty: 5301.375000
	Iteration 99Q: 3 clusters Score -8019039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -8019039.000000 Penalty: 5301.375000
	Iteration 100F: 3 clusters Score -8019039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41742 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -8019039.000000 Penalty: 5301.375000
	Iteration 101Q: 3 clusters Score -8019039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41745 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -8019038.500000 Penalty: 5301.375000
	Iteration 102Q: 3 clusters Score -8019038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41746 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -8019043.000000 Penalty: 5301.375000
	Iteration 103Q: 3 clusters Score -8019043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41746 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -8019043.000000 Penalty: 5301.375000
	Iteration 104F: 3 clusters Score -8019043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44639 members 
Entering Unmasked Estep 
Score: -8195750.500000 Penalty: 2655.178223
	Iteration 0F: 2 clusters Score -8195750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -8166930.500000 Penalty: 5310.356445
	Iteration 0F: 3 clusters Score -8166930 nChanged 20445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -8178325.500000 Penalty: 5310.356445
	Iteration 1F: 3 clusters Score -8178326 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -8178773.500000 Penalty: 5310.356445
	Iteration 2Q: 3 clusters Score -8178774 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -8179267.500000 Penalty: 5310.356445
	Iteration 3Q: 3 clusters Score -8179268 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -8179988.500000 Penalty: 5310.356445
	Iteration 4Q: 3 clusters Score -8179988 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -8180951.000000 Penalty: 5310.356445
	Iteration 5Q: 3 clusters Score -8180951 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -8182517.000000 Penalty: 5310.356445
	Iteration 6Q: 3 clusters Score -8182517 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -8184510.500000 Penalty: 5310.356445
	Iteration 7F: 3 clusters Score -8184510 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33714 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -8186601.500000 Penalty: 5310.356445
	Iteration 8F: 3 clusters Score -8186602 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -8188546.000000 Penalty: 5310.356445
	Iteration 9F: 3 clusters Score -8188546 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37848 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -8190259.000000 Penalty: 5310.356445
	Iteration 10Q: 3 clusters Score -8190259 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39440 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -8191392.000000 Penalty: 5310.356445
	Iteration 11Q: 3 clusters Score -8191392 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -8192199.000000 Penalty: 5310.356445
	Iteration 12Q: 3 clusters Score -8192199 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -8192707.000000 Penalty: 5310.356445
	Iteration 13Q: 3 clusters Score -8192707 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -8193086.500000 Penalty: 5310.356445
	Iteration 14Q: 3 clusters Score -8193086 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42725 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -8193265.500000 Penalty: 5310.356445
	Iteration 15Q: 3 clusters Score -8193266 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43058 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -8193381.500000 Penalty: 5310.356445
	Iteration 16Q: 3 clusters Score -8193382 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43312 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -8193496.000000 Penalty: 5310.356445
	Iteration 17Q: 3 clusters Score -8193496 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43483 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -8193550.000000 Penalty: 5310.356445
	Iteration 18Q: 3 clusters Score -8193550 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -8193621.500000 Penalty: 5310.356445
	Iteration 19Q: 3 clusters Score -8193622 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43668 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -8193642.500000 Penalty: 5310.356445
	Iteration 20F: 3 clusters Score -8193642 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -8193649.500000 Penalty: 5310.356445
	Iteration 21Q: 3 clusters Score -8193650 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43770 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -8193683.000000 Penalty: 5310.356445
	Iteration 22Q: 3 clusters Score -8193683 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43822 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8193673.500000 Penalty: 5310.356445
	Iteration 23Q: 3 clusters Score -8193674 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8193695.000000 Penalty: 5310.356445
	Iteration 24Q: 3 clusters Score -8193695 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -8193719.500000 Penalty: 5310.356445
	Iteration 25Q: 3 clusters Score -8193720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -8193721.500000 Penalty: 5310.356445
	Iteration 26Q: 3 clusters Score -8193722 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -8193742.000000 Penalty: 5310.356445
	Iteration 27Q: 3 clusters Score -8193742 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8193748.500000 Penalty: 5310.356445
	Iteration 28Q: 3 clusters Score -8193748 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43924 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -8193751.500000 Penalty: 5310.356445
	Iteration 29Q: 3 clusters Score -8193752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -8193760.000000 Penalty: 5310.356445
	Iteration 30Q: 3 clusters Score -8193760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43937 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -8193755.000000 Penalty: 5310.356445
	Iteration 31Q: 3 clusters Score -8193755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -8193763.000000 Penalty: 5310.356445
	Iteration 32Q: 3 clusters Score -8193763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43951 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -8193763.000000 Penalty: 5310.356445
	Iteration 33Q: 3 clusters Score -8193763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -8193767.500000 Penalty: 5310.356445
	Iteration 34Q: 3 clusters Score -8193768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43957 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -8193767.000000 Penalty: 5310.356445
	Iteration 35Q: 3 clusters Score -8193767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -8193771.000000 Penalty: 5310.356445
	Iteration 36Q: 3 clusters Score -8193771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8193775.000000 Penalty: 5310.356445
	Iteration 37Q: 3 clusters Score -8193775 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43961 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -8193774.500000 Penalty: 5310.356445
	Iteration 38Q: 3 clusters Score -8193774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8193773.000000 Penalty: 5310.356445
	Iteration 39Q: 3 clusters Score -8193773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8193773.000000 Penalty: 5310.356445
	Iteration 40F: 3 clusters Score -8193773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Entering Unmasked Estep 
Score: -8251013.000000 Penalty: 2659.348389
	Iteration 0F: 2 clusters Score -8251013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22485 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -8221056.500000 Penalty: 5318.696777
	Iteration 0F: 3 clusters Score -8221056 nChanged 20839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 24566 members 
Entering Unmasked Estep 
Score: -8232361.500000 Penalty: 5318.696777
	Iteration 1F: 3 clusters Score -8232362 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -8232982.000000 Penalty: 5318.696777
	Iteration 2Q: 3 clusters Score -8232982 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -8233710.500000 Penalty: 5318.696777
	Iteration 3Q: 3 clusters Score -8233710 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -8234889.000000 Penalty: 5318.696777
	Iteration 4F: 3 clusters Score -8234889 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -8236677.500000 Penalty: 5318.696777
	Iteration 5F: 3 clusters Score -8236678 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 35498 members 
Entering Unmasked Estep 
Score: -8239447.500000 Penalty: 5318.696777
	Iteration 6F: 3 clusters Score -8239448 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 39347 members 
Entering Unmasked Estep 
Score: -8243130.000000 Penalty: 5318.696777
	Iteration 7F: 3 clusters Score -8243130 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 42483 members 
Entering Unmasked Estep 
Score: -8246209.500000 Penalty: 5318.696777
	Iteration 8F: 3 clusters Score -8246210 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 44280 members 
Entering Unmasked Estep 
Score: -8247871.500000 Penalty: 5318.696777
	Iteration 9Q: 3 clusters Score -8247872 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -8248335.500000 Penalty: 5318.696777
	Iteration 10Q: 3 clusters Score -8248336 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -8248521.500000 Penalty: 5318.696777
	Iteration 11Q: 3 clusters Score -8248522 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -8248605.500000 Penalty: 5318.696777
	Iteration 12Q: 3 clusters Score -8248606 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 45171 members 
Entering Unmasked Estep 
Score: -8248665.500000 Penalty: 5318.696777
	Iteration 13Q: 3 clusters Score -8248666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 45178 members 
Entering Unmasked Estep 
Score: -8248703.000000 Penalty: 5318.696777
	Iteration 14Q: 3 clusters Score -8248703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -8248712.000000 Penalty: 5318.696777
	Iteration 15Q: 3 clusters Score -8248712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 45188 members 
Entering Unmasked Estep 
Score: -8248724.500000 Penalty: 5318.696777
	Iteration 16Q: 3 clusters Score -8248724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 45185 members 
Entering Unmasked Estep 
Score: -8248725.000000 Penalty: 5318.696777
	Iteration 17Q: 3 clusters Score -8248725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 45187 members 
Entering Unmasked Estep 
Score: -8248727.000000 Penalty: 5318.696777
	Iteration 18Q: 3 clusters Score -8248727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 45187 members 
Entering Unmasked Estep 
Score: -8248734.500000 Penalty: 5318.696777
	Iteration 19Q: 3 clusters Score -8248734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 45188 members 
Entering Unmasked Estep 
Score: -8248733.000000 Penalty: 5318.696777
	Iteration 20F: 3 clusters Score -8248733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 45187 members 
Entering Unmasked Estep 
Score: -8248739.000000 Penalty: 5318.696777
	Iteration 21Q: 3 clusters Score -8248739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 45187 members 
Entering Unmasked Estep 
Score: -8248739.000000 Penalty: 5318.696777
	Iteration 22F: 3 clusters Score -8248739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -71848.289062 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -71848.29 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 330 members 
Entering Unmasked Estep 
Score: -70313.484375 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -70313.48 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -70812.656250 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -70812.66 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -71150.539062 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -71150.54 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -71387.195312 Penalty: 3216.379150
	Iteration 3F: 3 clusters Score -71387.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -71502.171875 Penalty: 3216.379150
	Iteration 4Q: 3 clusters Score -71502.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -71610.781250 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -71610.78 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -71681.226562 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -71681.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -71720.585938 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -71720.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -71751.164062 Penalty: 3216.379150
	Iteration 8Q: 3 clusters Score -71751.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -71758.515625 Penalty: 3216.379150
	Iteration 9Q: 3 clusters Score -71758.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -71779.476562 Penalty: 3216.379150
	Iteration 10Q: 3 clusters Score -71779.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -71789.109375 Penalty: 3216.379150
	Iteration 11Q: 3 clusters Score -71789.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -71790.578125 Penalty: 3216.379150
	Iteration 12F: 3 clusters Score -71790.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -71796.976562 Penalty: 3216.379150
	Iteration 13Q: 3 clusters Score -71796.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -71800.476562 Penalty: 3216.379150
	Iteration 14Q: 3 clusters Score -71800.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -71800.476562 Penalty: 3216.379150
	Iteration 15F: 3 clusters Score -71800.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (43321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Entering Unmasked Estep 
Score: -7862009.000000 Penalty: 2647.745361
	Iteration 0F: 2 clusters Score -7862009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -7833139.000000 Penalty: 5295.490723
	Iteration 0F: 3 clusters Score -7833139 nChanged 19774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -7843914.500000 Penalty: 5295.490723
	Iteration 1F: 3 clusters Score -7843914 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -7844322.000000 Penalty: 5295.490723
	Iteration 2Q: 3 clusters Score -7844322 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -7844718.000000 Penalty: 5295.490723
	Iteration 3Q: 3 clusters Score -7844718 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -7845105.000000 Penalty: 5295.490723
	Iteration 4Q: 3 clusters Score -7845105 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 25004 members 
Entering Unmasked Estep 
Score: -7845549.000000 Penalty: 5295.490723
	Iteration 5Q: 3 clusters Score -7845549 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -7846232.000000 Penalty: 5295.490723
	Iteration 6Q: 3 clusters Score -7846232 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -7847338.500000 Penalty: 5295.490723
	Iteration 7Q: 3 clusters Score -7847338 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -7849271.500000 Penalty: 5295.490723
	Iteration 8F: 3 clusters Score -7849272 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -7852070.500000 Penalty: 5295.490723
	Iteration 9F: 3 clusters Score -7852070 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 38213 members 
Entering Unmasked Estep 
Score: -7855122.500000 Penalty: 5295.490723
	Iteration 10F: 3 clusters Score -7855122 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 40788 members 
Entering Unmasked Estep 
Score: -7857449.500000 Penalty: 5295.490723
	Iteration 11F: 3 clusters Score -7857450 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -7858666.000000 Penalty: 5295.490723
	Iteration 12Q: 3 clusters Score -7858666 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 42744 members 
Entering Unmasked Estep 
Score: -7859221.500000 Penalty: 5295.490723
	Iteration 13Q: 3 clusters Score -7859222 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 42939 members 
Entering Unmasked Estep 
Score: -7859458.000000 Penalty: 5295.490723
	Iteration 14Q: 3 clusters Score -7859458 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 43014 members 
Entering Unmasked Estep 
Score: -7859567.000000 Penalty: 5295.490723
	Iteration 15Q: 3 clusters Score -7859567 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -7859607.500000 Penalty: 5295.490723
	Iteration 16Q: 3 clusters Score -7859608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 43060 members 
Entering Unmasked Estep 
Score: -7859618.500000 Penalty: 5295.490723
	Iteration 17Q: 3 clusters Score -7859618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 43066 members 
Entering Unmasked Estep 
Score: -7859622.000000 Penalty: 5295.490723
	Iteration 18Q: 3 clusters Score -7859622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -7859628.500000 Penalty: 5295.490723
	Iteration 19Q: 3 clusters Score -7859628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 43074 members 
Entering Unmasked Estep 
Score: -7859630.000000 Penalty: 5295.490723
	Iteration 20F: 3 clusters Score -7859630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -7859629.500000 Penalty: 5295.490723
	Iteration 21Q: 3 clusters Score -7859630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -7859629.500000 Penalty: 5295.490723
	Iteration 22F: 3 clusters Score -7859630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -209014.781250 Penalty: 1776.850708
	Iteration 0F: 2 clusters Score -209014.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -207008.156250 Penalty: 3553.701416
	Iteration 0F: 3 clusters Score -207008.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -207608.593750 Penalty: 3553.701416
	Iteration 1F: 3 clusters Score -207608.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -207798.000000 Penalty: 3553.701416
	Iteration 2F: 3 clusters Score -207798 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -207939.937500 Penalty: 3553.701416
	Iteration 3F: 3 clusters Score -207939.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -208028.953125 Penalty: 3553.701416
	Iteration 4Q: 3 clusters Score -208029 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -208094.734375 Penalty: 3553.701416
	Iteration 5Q: 3 clusters Score -208094.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -208127.359375 Penalty: 3553.701416
	Iteration 6Q: 3 clusters Score -208127.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -208136.921875 Penalty: 3553.701416
	Iteration 7Q: 3 clusters Score -208136.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -208140.140625 Penalty: 3553.701416
	Iteration 8Q: 3 clusters Score -208140.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -208144.281250 Penalty: 3553.701416
	Iteration 9Q: 3 clusters Score -208144.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -208148.234375 Penalty: 3553.701416
	Iteration 10Q: 3 clusters Score -208148.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -208149.609375 Penalty: 3553.701416
	Iteration 11Q: 3 clusters Score -208149.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -208152.234375 Penalty: 3553.701416
	Iteration 12Q: 3 clusters Score -208152.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -208152.234375 Penalty: 3553.701416
	Iteration 13F: 3 clusters Score -208152.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -101280.351562 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -101280.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -99711.015625 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -99711.02 nChanged 98
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: -99879.562500 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -99879.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -99922.625000 Penalty: 3158.620605
	Iteration 2Q: 3 clusters Score -99922.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -99946.242188 Penalty: 3158.620605
	Iteration 3Q: 3 clusters Score -99946.24 nChanged 6
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: -99957.804688 Penalty: 3158.620605
	Iteration 4Q: 3 clusters Score -99957.8 nChanged 6
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: -99964.484375 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -99964.48 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: -99972.078125 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -99972.08 nChanged 2
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: -99976.281250 Penalty: 3158.620605
	Iteration 7Q: 3 clusters Score -99976.28 nChanged 0
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: -99976.281250 Penalty: 3158.620605
	Iteration 8F: 3 clusters Score -99976.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Entering Unmasked Estep 
Score: -97224.460938 Penalty: 1622.533081
	Iteration 0F: 2 clusters Score -97224.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -95619.687500 Penalty: 3245.066162
	Iteration 0F: 3 clusters Score -95619.69 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -96039.046875 Penalty: 3245.066162
	Iteration 1F: 3 clusters Score -96039.05 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -96191.281250 Penalty: 3245.066162
	Iteration 2F: 3 clusters Score -96191.28 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -96278.039062 Penalty: 3245.066162
	Iteration 3Q: 3 clusters Score -96278.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -96344.695312 Penalty: 3245.066162
	Iteration 4Q: 3 clusters Score -96344.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -96389.210938 Penalty: 3245.066162
	Iteration 5Q: 3 clusters Score -96389.21 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -96422.945312 Penalty: 3245.066162
	Iteration 6Q: 3 clusters Score -96422.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -96438.164062 Penalty: 3245.066162
	Iteration 7Q: 3 clusters Score -96438.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -96448.515625 Penalty: 3245.066162
	Iteration 8Q: 3 clusters Score -96448.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -96451.585938 Penalty: 3245.066162
	Iteration 9Q: 3 clusters Score -96451.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -96453.421875 Penalty: 3245.066162
	Iteration 10Q: 3 clusters Score -96453.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -96457.406250 Penalty: 3245.066162
	Iteration 11Q: 3 clusters Score -96457.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -96457.406250 Penalty: 3245.066162
	Iteration 12F: 3 clusters Score -96457.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -102810.843750 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -102810.8 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 305 members 
Entering Unmasked Estep 
Score: -101207.445312 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -101207.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -101446.320312 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -101446.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -101531.507812 Penalty: 3169.559326
	Iteration 2F: 3 clusters Score -101531.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -101587.242188 Penalty: 3169.559326
	Iteration 3Q: 3 clusters Score -101587.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -101612.171875 Penalty: 3169.559326
	Iteration 4Q: 3 clusters Score -101612.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -101621.867188 Penalty: 3169.559326
	Iteration 5Q: 3 clusters Score -101621.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -101623.476562 Penalty: 3169.559326
	Iteration 6Q: 3 clusters Score -101623.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -101626.039062 Penalty: 3169.559326
	Iteration 7Q: 3 clusters Score -101626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -101627.382812 Penalty: 3169.559326
	Iteration 8Q: 3 clusters Score -101627.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -101629.609375 Penalty: 3169.559326
	Iteration 9Q: 3 clusters Score -101629.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -101629.609375 Penalty: 3169.559326
	Iteration 10F: 3 clusters Score -101629.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Entering Unmasked Estep 
Score: -104498.070312 Penalty: 1641.778198
	Iteration 0F: 2 clusters Score -104498.1 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 390 members 
Entering Unmasked Estep 
Score: -102850.617188 Penalty: 3283.556396
	Iteration 0F: 3 clusters Score -102850.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -103366.843750 Penalty: 3283.556396
	Iteration 1F: 3 clusters Score -103366.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -103783.296875 Penalty: 3283.556396
	Iteration 2F: 3 clusters Score -103783.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -104340.929688 Penalty: 3283.556396
	Iteration 3F: 3 clusters Score -104340.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -104667.968750 Penalty: 3283.556396
	Iteration 4F: 3 clusters Score -104668 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -104875.250000 Penalty: 3283.556396
	Iteration 5Q: 3 clusters Score -104875.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -104987.796875 Penalty: 3283.556396
	Iteration 6Q: 3 clusters Score -104987.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -105065.085938 Penalty: 3283.556396
	Iteration 7Q: 3 clusters Score -105065.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -105096.734375 Penalty: 3283.556396
	Iteration 8Q: 3 clusters Score -105096.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -105130.734375 Penalty: 3283.556396
	Iteration 9Q: 3 clusters Score -105130.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -105151.812500 Penalty: 3283.556396
	Iteration 10Q: 3 clusters Score -105151.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -105168.992188 Penalty: 3283.556396
	Iteration 11Q: 3 clusters Score -105169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -105188.859375 Penalty: 3283.556396
	Iteration 12Q: 3 clusters Score -105188.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -105204.046875 Penalty: 3283.556396
	Iteration 13Q: 3 clusters Score -105204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -105219.937500 Penalty: 3283.556396
	Iteration 14Q: 3 clusters Score -105219.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -105249.296875 Penalty: 3283.556396
	Iteration 15Q: 3 clusters Score -105249.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -105263.195312 Penalty: 3283.556396
	Iteration 16Q: 3 clusters Score -105263.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -105289.453125 Penalty: 3283.556396
	Iteration 17Q: 3 clusters Score -105289.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -105316.382812 Penalty: 3283.556396
	Iteration 18Q: 3 clusters Score -105316.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -105345.609375 Penalty: 3283.556396
	Iteration 19Q: 3 clusters Score -105345.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -105378.531250 Penalty: 3283.556396
	Iteration 20F: 3 clusters Score -105378.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -105469.335938 Penalty: 3283.556396
	Iteration 21Q: 3 clusters Score -105469.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -105509.085938 Penalty: 3283.556396
	Iteration 22Q: 3 clusters Score -105509.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -105539.546875 Penalty: 3283.556396
	Iteration 23Q: 3 clusters Score -105539.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -105568.031250 Penalty: 3283.556396
	Iteration 24Q: 3 clusters Score -105568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -105575.007812 Penalty: 3283.556396
	Iteration 25Q: 3 clusters Score -105575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -105585.406250 Penalty: 3283.556396
	Iteration 26Q: 3 clusters Score -105585.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -105587.929688 Penalty: 3283.556396
	Iteration 27Q: 3 clusters Score -105587.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -105587.929688 Penalty: 3283.556396
	Iteration 28F: 3 clusters Score -105587.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43838 members 
Mstep: Class 5 contains 44639 members 
Mstep: Class 6 contains 45396 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43321 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 371 members 
Mstep: Class 14 contains 43455 members 
Mstep: Class 15 contains 44084 members 
Mstep: Class 16 contains 25689 members 
Mstep: Class 17 contains 38652 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 46902 members 
Mstep: Class 20 contains 49005 members 
Mstep: Class 21 contains 379 members 
Mstep: Class 22 contains 47108 members 
Mstep: Class 23 contains 50106 members 
Mstep: Class 24 contains 43306 members 
Entering Unmasked Estep 
Score: -111216352.000000 Penalty: 79364.328125
Splitting cluster 13 changes total score from -111217032.000000 to -111216352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (43455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43455 members 
Entering Unmasked Estep 
Score: -7944140.000000 Penalty: 2648.511475
	Iteration 0F: 2 clusters Score -7944140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -7915215.000000 Penalty: 5297.022949
	Iteration 0F: 3 clusters Score -7915215 nChanged 19894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -7926386.000000 Penalty: 5297.022949
	Iteration 1F: 3 clusters Score -7926386 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -7927377.000000 Penalty: 5297.022949
	Iteration 2F: 3 clusters Score -7927377 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -7928583.500000 Penalty: 5297.022949
	Iteration 3Q: 3 clusters Score -7928584 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -7930054.500000 Penalty: 5297.022949
	Iteration 4F: 3 clusters Score -7930054 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -7931556.000000 Penalty: 5297.022949
	Iteration 5F: 3 clusters Score -7931556 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -7933058.000000 Penalty: 5297.022949
	Iteration 6F: 3 clusters Score -7933058 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -7934679.000000 Penalty: 5297.022949
	Iteration 7Q: 3 clusters Score -7934679 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -7936242.000000 Penalty: 5297.022949
	Iteration 8Q: 3 clusters Score -7936242 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 8707 members 
Entering Unmasked Estep 
Score: -7937701.000000 Penalty: 5297.022949
	Iteration 9Q: 3 clusters Score -7937701 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -7938747.000000 Penalty: 5297.022949
	Iteration 10Q: 3 clusters Score -7938747 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -7939445.500000 Penalty: 5297.022949
	Iteration 11Q: 3 clusters Score -7939446 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37041 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -7939839.000000 Penalty: 5297.022949
	Iteration 12Q: 3 clusters Score -7939839 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -7940126.000000 Penalty: 5297.022949
	Iteration 13Q: 3 clusters Score -7940126 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -7940360.000000 Penalty: 5297.022949
	Iteration 14Q: 3 clusters Score -7940360 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38454 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -7940544.500000 Penalty: 5297.022949
	Iteration 15Q: 3 clusters Score -7940544 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -7940690.500000 Penalty: 5297.022949
	Iteration 16Q: 3 clusters Score -7940690 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -7940805.000000 Penalty: 5297.022949
	Iteration 17Q: 3 clusters Score -7940805 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39478 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -7940914.000000 Penalty: 5297.022949
	Iteration 18Q: 3 clusters Score -7940914 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -7941020.500000 Penalty: 5297.022949
	Iteration 19Q: 3 clusters Score -7941020 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -7941094.500000 Penalty: 5297.022949
	Iteration 20F: 3 clusters Score -7941094 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -7941184.500000 Penalty: 5297.022949
	Iteration 21Q: 3 clusters Score -7941184 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -7941285.500000 Penalty: 5297.022949
	Iteration 22Q: 3 clusters Score -7941286 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40824 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -7941386.500000 Penalty: 5297.022949
	Iteration 23Q: 3 clusters Score -7941386 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -7941434.000000 Penalty: 5297.022949
	Iteration 24Q: 3 clusters Score -7941434 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -7941526.500000 Penalty: 5297.022949
	Iteration 25Q: 3 clusters Score -7941526 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -7941595.500000 Penalty: 5297.022949
	Iteration 26Q: 3 clusters Score -7941596 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -7941632.500000 Penalty: 5297.022949
	Iteration 27Q: 3 clusters Score -7941632 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -7941655.500000 Penalty: 5297.022949
	Iteration 28Q: 3 clusters Score -7941656 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41700 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -7941684.000000 Penalty: 5297.022949
	Iteration 29Q: 3 clusters Score -7941684 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -7941727.000000 Penalty: 5297.022949
	Iteration 30Q: 3 clusters Score -7941727 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -7941776.000000 Penalty: 5297.022949
	Iteration 31Q: 3 clusters Score -7941776 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41942 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -7941800.500000 Penalty: 5297.022949
	Iteration 32Q: 3 clusters Score -7941800 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -7941809.500000 Penalty: 5297.022949
	Iteration 33Q: 3 clusters Score -7941810 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -7941837.000000 Penalty: 5297.022949
	Iteration 34Q: 3 clusters Score -7941837 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -7941841.500000 Penalty: 5297.022949
	Iteration 35Q: 3 clusters Score -7941842 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -7941862.000000 Penalty: 5297.022949
	Iteration 36Q: 3 clusters Score -7941862 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42196 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -7941873.000000 Penalty: 5297.022949
	Iteration 37Q: 3 clusters Score -7941873 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42224 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -7941880.500000 Penalty: 5297.022949
	Iteration 38Q: 3 clusters Score -7941880 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42250 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -7941891.500000 Penalty: 5297.022949
	Iteration 39Q: 3 clusters Score -7941892 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -7941922.500000 Penalty: 5297.022949
	Iteration 40F: 3 clusters Score -7941922 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -7941957.000000 Penalty: 5297.022949
	Iteration 41Q: 3 clusters Score -7941957 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -7941967.000000 Penalty: 5297.022949
	Iteration 42Q: 3 clusters Score -7941967 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -7941981.500000 Penalty: 5297.022949
	Iteration 43Q: 3 clusters Score -7941982 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42421 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -7941994.500000 Penalty: 5297.022949
	Iteration 44Q: 3 clusters Score -7941994 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42449 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -7942015.000000 Penalty: 5297.022949
	Iteration 45Q: 3 clusters Score -7942015 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -7942025.000000 Penalty: 5297.022949
	Iteration 46Q: 3 clusters Score -7942025 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42492 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -7942044.000000 Penalty: 5297.022949
	Iteration 47Q: 3 clusters Score -7942044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42505 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -7942043.000000 Penalty: 5297.022949
	Iteration 48Q: 3 clusters Score -7942043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -7942046.000000 Penalty: 5297.022949
	Iteration 49Q: 3 clusters Score -7942046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -7942041.500000 Penalty: 5297.022949
	Iteration 50Q: 3 clusters Score -7942042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -7942044.500000 Penalty: 5297.022949
	Iteration 51Q: 3 clusters Score -7942044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42540 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -7942046.500000 Penalty: 5297.022949
	Iteration 52Q: 3 clusters Score -7942046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -7942060.500000 Penalty: 5297.022949
	Iteration 53Q: 3 clusters Score -7942060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -7942050.000000 Penalty: 5297.022949
	Iteration 54Q: 3 clusters Score -7942050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -7942050.000000 Penalty: 5297.022949
	Iteration 55F: 3 clusters Score -7942050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44084 members 
Entering Unmasked Estep 
Score: -8149945.000000 Penalty: 2652.075439
	Iteration 0F: 2 clusters Score -8149945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 22168 members 
Entering Unmasked Estep 
Score: -8121631.500000 Penalty: 5304.150879
	Iteration 0F: 3 clusters Score -8121632 nChanged 20187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -8132891.000000 Penalty: 5304.150879
	Iteration 1F: 3 clusters Score -8132891 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -8133644.500000 Penalty: 5304.150879
	Iteration 2Q: 3 clusters Score -8133644 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -8134459.500000 Penalty: 5304.150879
	Iteration 3Q: 3 clusters Score -8134460 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -8135656.000000 Penalty: 5304.150879
	Iteration 4F: 3 clusters Score -8135656 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -8137236.000000 Penalty: 5304.150879
	Iteration 5F: 3 clusters Score -8137236 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -8139578.500000 Penalty: 5304.150879
	Iteration 6F: 3 clusters Score -8139578 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 35002 members 
Entering Unmasked Estep 
Score: -8142176.000000 Penalty: 5304.150879
	Iteration 7F: 3 clusters Score -8142176 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -8144421.500000 Penalty: 5304.150879
	Iteration 8F: 3 clusters Score -8144422 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -8146019.500000 Penalty: 5304.150879
	Iteration 9Q: 3 clusters Score -8146020 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -8146909.000000 Penalty: 5304.150879
	Iteration 10Q: 3 clusters Score -8146909 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 40811 members 
Entering Unmasked Estep 
Score: -8147397.500000 Penalty: 5304.150879
	Iteration 11Q: 3 clusters Score -8147398 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -8147707.500000 Penalty: 5304.150879
	Iteration 12Q: 3 clusters Score -8147708 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -8147869.000000 Penalty: 5304.150879
	Iteration 13Q: 3 clusters Score -8147869 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
Score: -8147961.000000 Penalty: 5304.150879
	Iteration 14Q: 3 clusters Score -8147961 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 42143 members 
Entering Unmasked Estep 
Score: -8147986.500000 Penalty: 5304.150879
	Iteration 15Q: 3 clusters Score -8147986 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -8148041.000000 Penalty: 5304.150879
	Iteration 16Q: 3 clusters Score -8148041 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 42460 members 
Entering Unmasked Estep 
Score: -8148048.000000 Penalty: 5304.150879
	Iteration 17Q: 3 clusters Score -8148048 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 42575 members 
Entering Unmasked Estep 
Score: -8148057.500000 Penalty: 5304.150879
	Iteration 18Q: 3 clusters Score -8148058 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 42672 members 
Entering Unmasked Estep 
Score: -8148077.000000 Penalty: 5304.150879
	Iteration 19Q: 3 clusters Score -8148077 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 42764 members 
Entering Unmasked Estep 
Score: -8148120.000000 Penalty: 5304.150879
	Iteration 20F: 3 clusters Score -8148120 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -8148108.000000 Penalty: 5304.150879
	Iteration 21Q: 3 clusters Score -8148108 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 42900 members 
Entering Unmasked Estep 
Score: -8148100.000000 Penalty: 5304.150879
	Iteration 22Q: 3 clusters Score -8148100 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 42948 members 
Entering Unmasked Estep 
Score: -8148091.000000 Penalty: 5304.150879
	Iteration 23Q: 3 clusters Score -8148091 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -8148091.500000 Penalty: 5304.150879
	Iteration 24Q: 3 clusters Score -8148092 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 43017 members 
Entering Unmasked Estep 
Score: -8148108.500000 Penalty: 5304.150879
	Iteration 25Q: 3 clusters Score -8148108 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 43039 members 
Entering Unmasked Estep 
Score: -8148123.000000 Penalty: 5304.150879
	Iteration 26Q: 3 clusters Score -8148123 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -8148118.500000 Penalty: 5304.150879
	Iteration 27Q: 3 clusters Score -8148118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 43073 members 
Entering Unmasked Estep 
Score: -8148127.000000 Penalty: 5304.150879
	Iteration 28Q: 3 clusters Score -8148127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 43089 members 
Entering Unmasked Estep 
Score: -8148112.000000 Penalty: 5304.150879
	Iteration 29Q: 3 clusters Score -8148112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 43101 members 
Entering Unmasked Estep 
Score: -8148112.500000 Penalty: 5304.150879
	Iteration 30Q: 3 clusters Score -8148112 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 43121 members 
Entering Unmasked Estep 
Score: -8148112.500000 Penalty: 5304.150879
	Iteration 31Q: 3 clusters Score -8148112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 43132 members 
Entering Unmasked Estep 
Score: -8148122.500000 Penalty: 5304.150879
	Iteration 32Q: 3 clusters Score -8148122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -8148104.000000 Penalty: 5304.150879
	Iteration 33Q: 3 clusters Score -8148104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 43150 members 
Entering Unmasked Estep 
Score: -8148104.500000 Penalty: 5304.150879
	Iteration 34Q: 3 clusters Score -8148104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 43153 members 
Entering Unmasked Estep 
Score: -8148100.000000 Penalty: 5304.150879
	Iteration 35Q: 3 clusters Score -8148100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 43157 members 
Entering Unmasked Estep 
Score: -8148101.000000 Penalty: 5304.150879
	Iteration 36Q: 3 clusters Score -8148101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 43162 members 
Entering Unmasked Estep 
Score: -8148099.500000 Penalty: 5304.150879
	Iteration 37Q: 3 clusters Score -8148100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -8148108.000000 Penalty: 5304.150879
	Iteration 38Q: 3 clusters Score -8148108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 43176 members 
Entering Unmasked Estep 
Score: -8148112.500000 Penalty: 5304.150879
	Iteration 39Q: 3 clusters Score -8148112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -8148095.500000 Penalty: 5304.150879
	Iteration 40F: 3 clusters Score -8148096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -8148101.500000 Penalty: 5304.150879
	Iteration 41Q: 3 clusters Score -8148102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 43196 members 
Entering Unmasked Estep 
Score: -8148097.000000 Penalty: 5304.150879
	Iteration 42Q: 3 clusters Score -8148097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 43199 members 
Entering Unmasked Estep 
Score: -8148095.000000 Penalty: 5304.150879
	Iteration 43Q: 3 clusters Score -8148095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -8148088.500000 Penalty: 5304.150879
	Iteration 44Q: 3 clusters Score -8148088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -8148091.000000 Penalty: 5304.150879
	Iteration 45Q: 3 clusters Score -8148091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 43203 members 
Entering Unmasked Estep 
Score: -8148094.000000 Penalty: 5304.150879
	Iteration 46Q: 3 clusters Score -8148094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 43207 members 
Entering Unmasked Estep 
Score: -8148095.500000 Penalty: 5304.150879
	Iteration 47Q: 3 clusters Score -8148096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -8148101.500000 Penalty: 5304.150879
	Iteration 48Q: 3 clusters Score -8148102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 43210 members 
Entering Unmasked Estep 
Score: -8148092.500000 Penalty: 5304.150879
	Iteration 49Q: 3 clusters Score -8148092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -8148089.500000 Penalty: 5304.150879
	Iteration 50Q: 3 clusters Score -8148090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -8148091.000000 Penalty: 5304.150879
	Iteration 51Q: 3 clusters Score -8148091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 43221 members 
Entering Unmasked Estep 
Score: -8148092.000000 Penalty: 5304.150879
	Iteration 52Q: 3 clusters Score -8148092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -8148095.500000 Penalty: 5304.150879
	Iteration 53Q: 3 clusters Score -8148096 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
Score: -8148094.500000 Penalty: 5304.150879
	Iteration 54Q: 3 clusters Score -8148094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -8148095.500000 Penalty: 5304.150879
	Iteration 55Q: 3 clusters Score -8148096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -8148094.500000 Penalty: 5304.150879
	Iteration 56Q: 3 clusters Score -8148094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -8148095.000000 Penalty: 5304.150879
	Iteration 57Q: 3 clusters Score -8148095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 43235 members 
Entering Unmasked Estep 
Score: -8148096.500000 Penalty: 5304.150879
	Iteration 58Q: 3 clusters Score -8148096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 43236 members 
Entering Unmasked Estep 
Score: -8148101.500000 Penalty: 5304.150879
	Iteration 59Q: 3 clusters Score -8148102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -8148102.000000 Penalty: 5304.150879
	Iteration 60F: 3 clusters Score -8148102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 43238 members 
Entering Unmasked Estep 
Score: -8148108.000000 Penalty: 5304.150879
	Iteration 61Q: 3 clusters Score -8148108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 43239 members 
Entering Unmasked Estep 
Score: -8148106.500000 Penalty: 5304.150879
	Iteration 62Q: 3 clusters Score -8148106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -8148110.000000 Penalty: 5304.150879
	Iteration 63Q: 3 clusters Score -8148110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -8148115.000000 Penalty: 5304.150879
	Iteration 64Q: 3 clusters Score -8148115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -8148115.000000 Penalty: 5304.150879
	Iteration 65F: 3 clusters Score -8148115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Entering Unmasked Estep 
Score: -4567785.000000 Penalty: 2518.146973
	Iteration 0F: 2 clusters Score -4567785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -4550016.000000 Penalty: 5036.293945
	Iteration 0F: 3 clusters Score -4550016 nChanged 11450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -4556225.000000 Penalty: 5036.293945
	Iteration 1F: 3 clusters Score -4556225 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -4556649.500000 Penalty: 5036.293945
	Iteration 2Q: 3 clusters Score -4556650 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -4556967.500000 Penalty: 5036.293945
	Iteration 3Q: 3 clusters Score -4556968 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -4557186.000000 Penalty: 5036.293945
	Iteration 4Q: 3 clusters Score -4557186 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -4557416.500000 Penalty: 5036.293945
	Iteration 5Q: 3 clusters Score -4557416 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -4557672.500000 Penalty: 5036.293945
	Iteration 6Q: 3 clusters Score -4557672 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -4557917.000000 Penalty: 5036.293945
	Iteration 7Q: 3 clusters Score -4557917 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -4558241.000000 Penalty: 5036.293945
	Iteration 8Q: 3 clusters Score -4558241 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -4558688.000000 Penalty: 5036.293945
	Iteration 9Q: 3 clusters Score -4558688 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -4559324.500000 Penalty: 5036.293945
	Iteration 10Q: 3 clusters Score -4559324 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -4560137.500000 Penalty: 5036.293945
	Iteration 11F: 3 clusters Score -4560138 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -4561286.500000 Penalty: 5036.293945
	Iteration 12F: 3 clusters Score -4561286 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -4562629.000000 Penalty: 5036.293945
	Iteration 13F: 3 clusters Score -4562629 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 23743 members 
Entering Unmasked Estep 
Score: -4563802.000000 Penalty: 5036.293945
	Iteration 14F: 3 clusters Score -4563802 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -4564667.500000 Penalty: 5036.293945
	Iteration 15Q: 3 clusters Score -4564668 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -4565123.500000 Penalty: 5036.293945
	Iteration 16Q: 3 clusters Score -4565124 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -4565304.000000 Penalty: 5036.293945
	Iteration 17Q: 3 clusters Score -4565304 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 25344 members 
Entering Unmasked Estep 
Score: -4565407.000000 Penalty: 5036.293945
	Iteration 18Q: 3 clusters Score -4565407 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -4565460.000000 Penalty: 5036.293945
	Iteration 19Q: 3 clusters Score -4565460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -4565492.000000 Penalty: 5036.293945
	Iteration 20F: 3 clusters Score -4565492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -4565507.500000 Penalty: 5036.293945
	Iteration 21Q: 3 clusters Score -4565508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -4565520.500000 Penalty: 5036.293945
	Iteration 22Q: 3 clusters Score -4565520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -4565530.500000 Penalty: 5036.293945
	Iteration 23Q: 3 clusters Score -4565530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 25427 members 
Entering Unmasked Estep 
Score: -4565541.500000 Penalty: 5036.293945
	Iteration 24Q: 3 clusters Score -4565542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -4565539.500000 Penalty: 5036.293945
	Iteration 25Q: 3 clusters Score -4565540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -4565545.000000 Penalty: 5036.293945
	Iteration 26Q: 3 clusters Score -4565545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -4565552.500000 Penalty: 5036.293945
	Iteration 27Q: 3 clusters Score -4565552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -4565552.500000 Penalty: 5036.293945
	Iteration 28F: 3 clusters Score -4565552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (38652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38652 members 
Entering Unmasked Estep 
Score: -7104058.500000 Penalty: 2619.463867
	Iteration 0F: 2 clusters Score -7104058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -7078089.500000 Penalty: 5238.927734
	Iteration 0F: 3 clusters Score -7078090 nChanged 17595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -7087888.000000 Penalty: 5238.927734
	Iteration 1F: 3 clusters Score -7087888 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -7088683.500000 Penalty: 5238.927734
	Iteration 2Q: 3 clusters Score -7088684 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -7089700.500000 Penalty: 5238.927734
	Iteration 3F: 3 clusters Score -7089700 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -7091383.500000 Penalty: 5238.927734
	Iteration 4F: 3 clusters Score -7091384 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -7093574.500000 Penalty: 5238.927734
	Iteration 5F: 3 clusters Score -7093574 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -7096289.000000 Penalty: 5238.927734
	Iteration 6F: 3 clusters Score -7096289 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -7098990.500000 Penalty: 5238.927734
	Iteration 7F: 3 clusters Score -7098990 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -7100875.500000 Penalty: 5238.927734
	Iteration 8Q: 3 clusters Score -7100876 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -7101700.500000 Penalty: 5238.927734
	Iteration 9Q: 3 clusters Score -7101700 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 34031 members 
Entering Unmasked Estep 
Score: -7101969.000000 Penalty: 5238.927734
	Iteration 10Q: 3 clusters Score -7101969 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -7102092.000000 Penalty: 5238.927734
	Iteration 11Q: 3 clusters Score -7102092 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 34649 members 
Entering Unmasked Estep 
Score: -7102161.000000 Penalty: 5238.927734
	Iteration 12Q: 3 clusters Score -7102161 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 34907 members 
Entering Unmasked Estep 
Score: -7102207.500000 Penalty: 5238.927734
	Iteration 13Q: 3 clusters Score -7102208 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -7102263.500000 Penalty: 5238.927734
	Iteration 14Q: 3 clusters Score -7102264 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 35365 members 
Entering Unmasked Estep 
Score: -7102305.000000 Penalty: 5238.927734
	Iteration 15Q: 3 clusters Score -7102305 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 35560 members 
Entering Unmasked Estep 
Score: -7102357.000000 Penalty: 5238.927734
	Iteration 16Q: 3 clusters Score -7102357 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -7102389.500000 Penalty: 5238.927734
	Iteration 17Q: 3 clusters Score -7102390 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -7102410.500000 Penalty: 5238.927734
	Iteration 18Q: 3 clusters Score -7102410 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -7102433.500000 Penalty: 5238.927734
	Iteration 19Q: 3 clusters Score -7102434 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -7102444.500000 Penalty: 5238.927734
	Iteration 20F: 3 clusters Score -7102444 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 36207 members 
Entering Unmasked Estep 
Score: -7102440.000000 Penalty: 5238.927734
	Iteration 21Q: 3 clusters Score -7102440 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -7102477.000000 Penalty: 5238.927734
	Iteration 22Q: 3 clusters Score -7102477 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -7102482.500000 Penalty: 5238.927734
	Iteration 23Q: 3 clusters Score -7102482 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -7102498.000000 Penalty: 5238.927734
	Iteration 24Q: 3 clusters Score -7102498 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -7102526.000000 Penalty: 5238.927734
	Iteration 25Q: 3 clusters Score -7102526 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -7102530.000000 Penalty: 5238.927734
	Iteration 26Q: 3 clusters Score -7102530 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 36651 members 
Entering Unmasked Estep 
Score: -7102543.000000 Penalty: 5238.927734
	Iteration 27Q: 3 clusters Score -7102543 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
Score: -7102555.000000 Penalty: 5238.927734
	Iteration 28Q: 3 clusters Score -7102555 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -7102558.000000 Penalty: 5238.927734
	Iteration 29Q: 3 clusters Score -7102558 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 36781 members 
Entering Unmasked Estep 
Score: -7102552.500000 Penalty: 5238.927734
	Iteration 30Q: 3 clusters Score -7102552 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 36806 members 
Entering Unmasked Estep 
Score: -7102559.500000 Penalty: 5238.927734
	Iteration 31Q: 3 clusters Score -7102560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 36828 members 
Entering Unmasked Estep 
Score: -7102558.000000 Penalty: 5238.927734
	Iteration 32Q: 3 clusters Score -7102558 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -7102558.500000 Penalty: 5238.927734
	Iteration 33Q: 3 clusters Score -7102558 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -7102552.000000 Penalty: 5238.927734
	Iteration 34Q: 3 clusters Score -7102552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 36887 members 
Entering Unmasked Estep 
Score: -7102569.000000 Penalty: 5238.927734
	Iteration 35Q: 3 clusters Score -7102569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 36898 members 
Entering Unmasked Estep 
Score: -7102566.000000 Penalty: 5238.927734
	Iteration 36Q: 3 clusters Score -7102566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 36909 members 
Entering Unmasked Estep 
Score: -7102572.000000 Penalty: 5238.927734
	Iteration 37Q: 3 clusters Score -7102572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -7102566.500000 Penalty: 5238.927734
	Iteration 38Q: 3 clusters Score -7102566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 36922 members 
Entering Unmasked Estep 
Score: -7102567.000000 Penalty: 5238.927734
	Iteration 39Q: 3 clusters Score -7102567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -7102564.500000 Penalty: 5238.927734
	Iteration 40F: 3 clusters Score -7102564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 36927 members 
Entering Unmasked Estep 
Score: -7102572.000000 Penalty: 5238.927734
	Iteration 41Q: 3 clusters Score -7102572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -7102573.000000 Penalty: 5238.927734
	Iteration 42Q: 3 clusters Score -7102573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 36929 members 
Entering Unmasked Estep 
Score: -7102565.500000 Penalty: 5238.927734
	Iteration 43Q: 3 clusters Score -7102566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 36931 members 
Entering Unmasked Estep 
Score: -7102567.000000 Penalty: 5238.927734
	Iteration 44Q: 3 clusters Score -7102567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -7102563.000000 Penalty: 5238.927734
	Iteration 45Q: 3 clusters Score -7102563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -7102565.500000 Penalty: 5238.927734
	Iteration 46Q: 3 clusters Score -7102566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -7102565.500000 Penalty: 5238.927734
	Iteration 47F: 3 clusters Score -7102566 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Entering Unmasked Estep 
Score: -283519.375000 Penalty: 1834.747192
	Iteration 0F: 2 clusters Score -283519.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -281208.843750 Penalty: 3669.494385
	Iteration 0F: 3 clusters Score -281208.8 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -281790.562500 Penalty: 3669.494385
	Iteration 1F: 3 clusters Score -281790.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -282058.093750 Penalty: 3669.494385
	Iteration 2F: 3 clusters Score -282058.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -282270.906250 Penalty: 3669.494385
	Iteration 3F: 3 clusters Score -282270.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -282489.875000 Penalty: 3669.494385
	Iteration 4F: 3 clusters Score -282489.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -282630.687500 Penalty: 3669.494385
	Iteration 5F: 3 clusters Score -282630.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -282737.062500 Penalty: 3669.494385
	Iteration 6Q: 3 clusters Score -282737.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -282849.656250 Penalty: 3669.494385
	Iteration 7Q: 3 clusters Score -282849.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -282898.093750 Penalty: 3669.494385
	Iteration 8Q: 3 clusters Score -282898.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -282943.125000 Penalty: 3669.494385
	Iteration 9Q: 3 clusters Score -282943.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -282981.750000 Penalty: 3669.494385
	Iteration 10Q: 3 clusters Score -282981.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -283005.718750 Penalty: 3669.494385
	Iteration 11Q: 3 clusters Score -283005.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -283025.500000 Penalty: 3669.494385
	Iteration 12Q: 3 clusters Score -283025.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -283048.406250 Penalty: 3669.494385
	Iteration 13Q: 3 clusters Score -283048.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -283068.968750 Penalty: 3669.494385
	Iteration 14Q: 3 clusters Score -283069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -283082.468750 Penalty: 3669.494385
	Iteration 15Q: 3 clusters Score -283082.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -283089.062500 Penalty: 3669.494385
	Iteration 16Q: 3 clusters Score -283089.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -283097.312500 Penalty: 3669.494385
	Iteration 17Q: 3 clusters Score -283097.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -283107.562500 Penalty: 3669.494385
	Iteration 18Q: 3 clusters Score -283107.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -283118.843750 Penalty: 3669.494385
	Iteration 19Q: 3 clusters Score -283118.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -283136.750000 Penalty: 3669.494385
	Iteration 20F: 3 clusters Score -283136.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -283152.593750 Penalty: 3669.494385
	Iteration 21Q: 3 clusters Score -283152.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -283172.968750 Penalty: 3669.494385
	Iteration 22Q: 3 clusters Score -283173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -283195.468750 Penalty: 3669.494385
	Iteration 23Q: 3 clusters Score -283195.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -283206.375000 Penalty: 3669.494385
	Iteration 24Q: 3 clusters Score -283206.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -283212.343750 Penalty: 3669.494385
	Iteration 25Q: 3 clusters Score -283212.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -283217.250000 Penalty: 3669.494385
	Iteration 26Q: 3 clusters Score -283217.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -283225.062500 Penalty: 3669.494385
	Iteration 27Q: 3 clusters Score -283225.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -283244.343750 Penalty: 3669.494385
	Iteration 28Q: 3 clusters Score -283244.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -283270.312500 Penalty: 3669.494385
	Iteration 29Q: 3 clusters Score -283270.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -283288.375000 Penalty: 3669.494385
	Iteration 30Q: 3 clusters Score -283288.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -283292.218750 Penalty: 3669.494385
	Iteration 31Q: 3 clusters Score -283292.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -283292.593750 Penalty: 3669.494385
	Iteration 32Q: 3 clusters Score -283292.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -283294.218750 Penalty: 3669.494385
	Iteration 33F: 3 clusters Score -283294.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -283296.937500 Penalty: 3669.494385
	Iteration 34Q: 3 clusters Score -283296.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -283299.250000 Penalty: 3669.494385
	Iteration 35Q: 3 clusters Score -283299.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -283300.406250 Penalty: 3669.494385
	Iteration 36Q: 3 clusters Score -283300.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -283301.406250 Penalty: 3669.494385
	Iteration 37Q: 3 clusters Score -283301.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -283302.187500 Penalty: 3669.494385
	Iteration 38Q: 3 clusters Score -283302.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -283302.187500 Penalty: 3669.494385
	Iteration 39F: 3 clusters Score -283302.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (46902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46902 members 
Entering Unmasked Estep 
Score: -8508014.000000 Penalty: 2667.442139
	Iteration 0F: 2 clusters Score -8508014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -8477503.000000 Penalty: 5334.884277
	Iteration 0F: 3 clusters Score -8477503 nChanged 21625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -8489332.000000 Penalty: 5334.884277
	Iteration 1F: 3 clusters Score -8489332 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -8489846.000000 Penalty: 5334.884277
	Iteration 2Q: 3 clusters Score -8489846 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -8490490.000000 Penalty: 5334.884277
	Iteration 3Q: 3 clusters Score -8490490 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -8491168.000000 Penalty: 5334.884277
	Iteration 4Q: 3 clusters Score -8491168 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -8492230.000000 Penalty: 5334.884277
	Iteration 5Q: 3 clusters Score -8492230 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29521 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -8493615.000000 Penalty: 5334.884277
	Iteration 6Q: 3 clusters Score -8493615 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -8495299.000000 Penalty: 5334.884277
	Iteration 7F: 3 clusters Score -8495299 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -8497026.000000 Penalty: 5334.884277
	Iteration 8F: 3 clusters Score -8497026 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35445 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -8498878.000000 Penalty: 5334.884277
	Iteration 9F: 3 clusters Score -8498878 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -8500577.000000 Penalty: 5334.884277
	Iteration 10Q: 3 clusters Score -8500577 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -8502037.000000 Penalty: 5334.884277
	Iteration 11Q: 3 clusters Score -8502037 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41054 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -8503175.000000 Penalty: 5334.884277
	Iteration 12Q: 3 clusters Score -8503175 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42471 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -8504110.000000 Penalty: 5334.884277
	Iteration 13Q: 3 clusters Score -8504110 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43579 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -8504687.000000 Penalty: 5334.884277
	Iteration 14Q: 3 clusters Score -8504687 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44413 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -8505108.000000 Penalty: 5334.884277
	Iteration 15Q: 3 clusters Score -8505108 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44954 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -8505347.000000 Penalty: 5334.884277
	Iteration 16Q: 3 clusters Score -8505347 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -8505486.000000 Penalty: 5334.884277
	Iteration 17Q: 3 clusters Score -8505486 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -8505599.000000 Penalty: 5334.884277
	Iteration 18Q: 3 clusters Score -8505599 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45736 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -8505701.000000 Penalty: 5334.884277
	Iteration 19Q: 3 clusters Score -8505701 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45840 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -8505729.000000 Penalty: 5334.884277
	Iteration 20F: 3 clusters Score -8505729 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45931 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -8505768.000000 Penalty: 5334.884277
	Iteration 21Q: 3 clusters Score -8505768 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46012 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -8505809.000000 Penalty: 5334.884277
	Iteration 22Q: 3 clusters Score -8505809 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46071 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -8505827.000000 Penalty: 5334.884277
	Iteration 23Q: 3 clusters Score -8505827 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46118 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -8505850.000000 Penalty: 5334.884277
	Iteration 24Q: 3 clusters Score -8505850 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46151 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -8505864.000000 Penalty: 5334.884277
	Iteration 25Q: 3 clusters Score -8505864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8505878.000000 Penalty: 5334.884277
	Iteration 26Q: 3 clusters Score -8505878 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46192 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -8505880.000000 Penalty: 5334.884277
	Iteration 27Q: 3 clusters Score -8505880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46208 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8505889.000000 Penalty: 5334.884277
	Iteration 28Q: 3 clusters Score -8505889 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46223 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8505901.000000 Penalty: 5334.884277
	Iteration 29Q: 3 clusters Score -8505901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46236 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -8505908.000000 Penalty: 5334.884277
	Iteration 30Q: 3 clusters Score -8505908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46249 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8505906.000000 Penalty: 5334.884277
	Iteration 31Q: 3 clusters Score -8505906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46258 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -8505915.000000 Penalty: 5334.884277
	Iteration 32Q: 3 clusters Score -8505915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46267 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -8505925.000000 Penalty: 5334.884277
	Iteration 33Q: 3 clusters Score -8505925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46268 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8505928.000000 Penalty: 5334.884277
	Iteration 34Q: 3 clusters Score -8505928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46271 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -8505931.000000 Penalty: 5334.884277
	Iteration 35Q: 3 clusters Score -8505931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46272 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -8505934.000000 Penalty: 5334.884277
	Iteration 36Q: 3 clusters Score -8505934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46277 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -8505944.000000 Penalty: 5334.884277
	Iteration 37Q: 3 clusters Score -8505944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46278 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -8505945.000000 Penalty: 5334.884277
	Iteration 38Q: 3 clusters Score -8505945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46284 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8505943.000000 Penalty: 5334.884277
	Iteration 39Q: 3 clusters Score -8505943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46289 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -8505949.000000 Penalty: 5334.884277
	Iteration 40F: 3 clusters Score -8505949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46293 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -8505955.000000 Penalty: 5334.884277
	Iteration 41Q: 3 clusters Score -8505955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46296 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -8505952.000000 Penalty: 5334.884277
	Iteration 42Q: 3 clusters Score -8505952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46300 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -8505958.000000 Penalty: 5334.884277
	Iteration 43Q: 3 clusters Score -8505958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46304 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -8505961.000000 Penalty: 5334.884277
	Iteration 44Q: 3 clusters Score -8505961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46306 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -8505967.000000 Penalty: 5334.884277
	Iteration 45Q: 3 clusters Score -8505967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46307 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8505966.000000 Penalty: 5334.884277
	Iteration 46Q: 3 clusters Score -8505966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46307 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8505966.000000 Penalty: 5334.884277
	Iteration 47F: 3 clusters Score -8505966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (49005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49005 members 
Entering Unmasked Estep 
Score: -9068689.000000 Penalty: 2678.320068
	Iteration 0F: 2 clusters Score -9068689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -9039907.000000 Penalty: 5356.640137
	Iteration 0F: 3 clusters Score -9039907 nChanged 22555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 24047 members 
Entering Unmasked Estep 
Score: -9052309.000000 Penalty: 5356.640137
	Iteration 1F: 3 clusters Score -9052309 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -9053031.000000 Penalty: 5356.640137
	Iteration 2Q: 3 clusters Score -9053031 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -9053674.000000 Penalty: 5356.640137
	Iteration 3Q: 3 clusters Score -9053674 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -9054404.000000 Penalty: 5356.640137
	Iteration 4Q: 3 clusters Score -9054404 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -9055193.000000 Penalty: 5356.640137
	Iteration 5Q: 3 clusters Score -9055193 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24818 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -9056271.000000 Penalty: 5356.640137
	Iteration 6Q: 3 clusters Score -9056271 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -9057526.000000 Penalty: 5356.640137
	Iteration 7Q: 3 clusters Score -9057526 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -9058977.000000 Penalty: 5356.640137
	Iteration 8F: 3 clusters Score -9058977 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -9060439.000000 Penalty: 5356.640137
	Iteration 9F: 3 clusters Score -9060439 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -9061819.000000 Penalty: 5356.640137
	Iteration 10Q: 3 clusters Score -9061819 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -9063036.000000 Penalty: 5356.640137
	Iteration 11Q: 3 clusters Score -9063036 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -9063721.000000 Penalty: 5356.640137
	Iteration 12Q: 3 clusters Score -9063721 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25247 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -9064228.000000 Penalty: 5356.640137
	Iteration 13Q: 3 clusters Score -9064228 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -9064404.000000 Penalty: 5356.640137
	Iteration 14Q: 3 clusters Score -9064404 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -9064486.000000 Penalty: 5356.640137
	Iteration 15Q: 3 clusters Score -9064486 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -9064586.000000 Penalty: 5356.640137
	Iteration 16Q: 3 clusters Score -9064586 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25289 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -9064648.000000 Penalty: 5356.640137
	Iteration 17Q: 3 clusters Score -9064648 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 23718 members 
Entering Unmasked Estep 
Score: -9064685.000000 Penalty: 5356.640137
	Iteration 18Q: 3 clusters Score -9064685 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -9064721.000000 Penalty: 5356.640137
	Iteration 19Q: 3 clusters Score -9064721 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25200 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -9064724.000000 Penalty: 5356.640137
	Iteration 20F: 3 clusters Score -9064724 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -9064707.000000 Penalty: 5356.640137
	Iteration 21Q: 3 clusters Score -9064707 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -9064739.000000 Penalty: 5356.640137
	Iteration 22Q: 3 clusters Score -9064739 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -9064786.000000 Penalty: 5356.640137
	Iteration 23Q: 3 clusters Score -9064786 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -9064795.000000 Penalty: 5356.640137
	Iteration 24Q: 3 clusters Score -9064795 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -9064825.000000 Penalty: 5356.640137
	Iteration 25Q: 3 clusters Score -9064825 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -9064854.000000 Penalty: 5356.640137
	Iteration 26Q: 3 clusters Score -9064854 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -9064862.000000 Penalty: 5356.640137
	Iteration 27Q: 3 clusters Score -9064862 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24655 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -9064868.000000 Penalty: 5356.640137
	Iteration 28Q: 3 clusters Score -9064868 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
Score: -9064874.000000 Penalty: 5356.640137
	Iteration 29Q: 3 clusters Score -9064874 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -9064882.000000 Penalty: 5356.640137
	Iteration 30Q: 3 clusters Score -9064882 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -9064900.000000 Penalty: 5356.640137
	Iteration 31Q: 3 clusters Score -9064900 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -9064896.000000 Penalty: 5356.640137
	Iteration 32Q: 3 clusters Score -9064896 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 24636 members 
Entering Unmasked Estep 
Score: -9064909.000000 Penalty: 5356.640137
	Iteration 33Q: 3 clusters Score -9064909 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -9064910.000000 Penalty: 5356.640137
	Iteration 34Q: 3 clusters Score -9064910 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -9064913.000000 Penalty: 5356.640137
	Iteration 35Q: 3 clusters Score -9064913 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -9064893.000000 Penalty: 5356.640137
	Iteration 36Q: 3 clusters Score -9064893 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -9064900.000000 Penalty: 5356.640137
	Iteration 37Q: 3 clusters Score -9064900 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -9064921.000000 Penalty: 5356.640137
	Iteration 38Q: 3 clusters Score -9064921 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -9064923.000000 Penalty: 5356.640137
	Iteration 39Q: 3 clusters Score -9064923 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -9064944.000000 Penalty: 5356.640137
	Iteration 40F: 3 clusters Score -9064944 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -9064953.000000 Penalty: 5356.640137
	Iteration 41Q: 3 clusters Score -9064953 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23541 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -9064942.000000 Penalty: 5356.640137
	Iteration 42Q: 3 clusters Score -9064942 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 25574 members 
Entering Unmasked Estep 
Score: -9064953.000000 Penalty: 5356.640137
	Iteration 43Q: 3 clusters Score -9064953 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -9064960.000000 Penalty: 5356.640137
	Iteration 44Q: 3 clusters Score -9064960 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -9064956.000000 Penalty: 5356.640137
	Iteration 45Q: 3 clusters Score -9064956 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -9064975.000000 Penalty: 5356.640137
	Iteration 46Q: 3 clusters Score -9064975 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -9065010.000000 Penalty: 5356.640137
	Iteration 47Q: 3 clusters Score -9065010 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -9065018.000000 Penalty: 5356.640137
	Iteration 48Q: 3 clusters Score -9065018 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -9065022.000000 Penalty: 5356.640137
	Iteration 49Q: 3 clusters Score -9065022 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 26631 members 
Entering Unmasked Estep 
Score: -9065031.000000 Penalty: 5356.640137
	Iteration 50Q: 3 clusters Score -9065031 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -9065014.000000 Penalty: 5356.640137
	Iteration 51Q: 3 clusters Score -9065014 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 26999 members 
Entering Unmasked Estep 
Score: -9065049.000000 Penalty: 5356.640137
	Iteration 52Q: 3 clusters Score -9065049 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -9065072.000000 Penalty: 5356.640137
	Iteration 53Q: 3 clusters Score -9065072 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 27412 members 
Entering Unmasked Estep 
Score: -9065109.000000 Penalty: 5356.640137
	Iteration 54Q: 3 clusters Score -9065109 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -9065106.000000 Penalty: 5356.640137
	Iteration 55Q: 3 clusters Score -9065106 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -9065125.000000 Penalty: 5356.640137
	Iteration 56Q: 3 clusters Score -9065125 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -9065141.000000 Penalty: 5356.640137
	Iteration 57Q: 3 clusters Score -9065141 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -9065150.000000 Penalty: 5356.640137
	Iteration 58Q: 3 clusters Score -9065150 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 28717 members 
Entering Unmasked Estep 
Score: -9065161.000000 Penalty: 5356.640137
	Iteration 59Q: 3 clusters Score -9065161 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -9065187.000000 Penalty: 5356.640137
	Iteration 60F: 3 clusters Score -9065187 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -9065212.000000 Penalty: 5356.640137
	Iteration 61Q: 3 clusters Score -9065212 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -9065270.000000 Penalty: 5356.640137
	Iteration 62Q: 3 clusters Score -9065270 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -9065347.000000 Penalty: 5356.640137
	Iteration 63Q: 3 clusters Score -9065347 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -9065372.000000 Penalty: 5356.640137
	Iteration 64Q: 3 clusters Score -9065372 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -9065421.000000 Penalty: 5356.640137
	Iteration 65Q: 3 clusters Score -9065421 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -9065409.000000 Penalty: 5356.640137
	Iteration 66Q: 3 clusters Score -9065409 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -9065485.000000 Penalty: 5356.640137
	Iteration 67Q: 3 clusters Score -9065485 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -9065546.000000 Penalty: 5356.640137
	Iteration 68Q: 3 clusters Score -9065546 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -9065601.000000 Penalty: 5356.640137
	Iteration 69Q: 3 clusters Score -9065601 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -9065710.000000 Penalty: 5356.640137
	Iteration 70Q: 3 clusters Score -9065710 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -9065812.000000 Penalty: 5356.640137
	Iteration 71Q: 3 clusters Score -9065812 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 34202 members 
Entering Unmasked Estep 
Score: -9065861.000000 Penalty: 5356.640137
	Iteration 72Q: 3 clusters Score -9065861 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -9065992.000000 Penalty: 5356.640137
	Iteration 73Q: 3 clusters Score -9065992 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -9066112.000000 Penalty: 5356.640137
	Iteration 74Q: 3 clusters Score -9066112 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -9066297.000000 Penalty: 5356.640137
	Iteration 75Q: 3 clusters Score -9066297 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 36792 members 
Entering Unmasked Estep 
Score: -9066441.000000 Penalty: 5356.640137
	Iteration 76Q: 3 clusters Score -9066441 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 37587 members 
Entering Unmasked Estep 
Score: -9066645.000000 Penalty: 5356.640137
	Iteration 77Q: 3 clusters Score -9066645 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 38406 members 
Entering Unmasked Estep 
Score: -9066821.000000 Penalty: 5356.640137
	Iteration 78Q: 3 clusters Score -9066821 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -9066992.000000 Penalty: 5356.640137
	Iteration 79Q: 3 clusters Score -9066992 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -9067155.000000 Penalty: 5356.640137
	Iteration 80F: 3 clusters Score -9067155 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 40934 members 
Entering Unmasked Estep 
Score: -9067341.000000 Penalty: 5356.640137
	Iteration 81Q: 3 clusters Score -9067341 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -9067522.000000 Penalty: 5356.640137
	Iteration 82Q: 3 clusters Score -9067522 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 42597 members 
Entering Unmasked Estep 
Score: -9067546.000000 Penalty: 5356.640137
	Iteration 83Q: 3 clusters Score -9067546 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 43433 members 
Entering Unmasked Estep 
Score: -9067488.000000 Penalty: 5356.640137
	Iteration 84Q: 3 clusters Score -9067488 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 44286 members 
Entering Unmasked Estep 
Score: -9067446.000000 Penalty: 5356.640137
	Iteration 85Q: 3 clusters Score -9067446 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 45154 members 
Entering Unmasked Estep 
Score: -9067350.000000 Penalty: 5356.640137
	Iteration 86Q: 3 clusters Score -9067350 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 45974 members 
Entering Unmasked Estep 
Score: -9067181.000000 Penalty: 5356.640137
	Iteration 87Q: 3 clusters Score -9067181 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 46681 members 
Entering Unmasked Estep 
Score: -9067037.000000 Penalty: 5356.640137
	Iteration 88Q: 3 clusters Score -9067037 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 47223 members 
Entering Unmasked Estep 
Score: -9066910.000000 Penalty: 5356.640137
	Iteration 89Q: 3 clusters Score -9066910 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 47635 members 
Entering Unmasked Estep 
Score: -9066832.000000 Penalty: 5356.640137
	Iteration 90Q: 3 clusters Score -9066832 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 47950 members 
Entering Unmasked Estep 
Score: -9066755.000000 Penalty: 5356.640137
	Iteration 91Q: 3 clusters Score -9066755 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 48162 members 
Entering Unmasked Estep 
Score: -9066714.000000 Penalty: 5356.640137
	Iteration 92Q: 3 clusters Score -9066714 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 48294 members 
Entering Unmasked Estep 
Score: -9066671.000000 Penalty: 5356.640137
	Iteration 93Q: 3 clusters Score -9066671 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 48393 members 
Entering Unmasked Estep 
Score: -9066664.000000 Penalty: 5356.640137
	Iteration 94Q: 3 clusters Score -9066664 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 48464 members 
Entering Unmasked Estep 
Score: -9066666.000000 Penalty: 5356.640137
	Iteration 95Q: 3 clusters Score -9066666 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 48513 members 
Entering Unmasked Estep 
Score: -9066680.000000 Penalty: 5356.640137
	Iteration 96Q: 3 clusters Score -9066680 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 48537 members 
Entering Unmasked Estep 
Score: -9066684.000000 Penalty: 5356.640137
	Iteration 97Q: 3 clusters Score -9066684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 48553 members 
Entering Unmasked Estep 
Score: -9066678.000000 Penalty: 5356.640137
	Iteration 98Q: 3 clusters Score -9066678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 48563 members 
Entering Unmasked Estep 
Score: -9066703.000000 Penalty: 5356.640137
	Iteration 99Q: 3 clusters Score -9066703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 48568 members 
Entering Unmasked Estep 
Score: -9066697.000000 Penalty: 5356.640137
	Iteration 100F: 3 clusters Score -9066697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -9066691.000000 Penalty: 5356.640137
	Iteration 101Q: 3 clusters Score -9066691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 48588 members 
Entering Unmasked Estep 
Score: -9066684.000000 Penalty: 5356.640137
	Iteration 102Q: 3 clusters Score -9066684 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 48598 members 
Entering Unmasked Estep 
Score: -9066691.000000 Penalty: 5356.640137
	Iteration 103Q: 3 clusters Score -9066691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 48603 members 
Entering Unmasked Estep 
Score: -9066691.000000 Penalty: 5356.640137
	Iteration 104Q: 3 clusters Score -9066691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 48607 members 
Entering Unmasked Estep 
Score: -9066687.000000 Penalty: 5356.640137
	Iteration 105Q: 3 clusters Score -9066687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 48612 members 
Entering Unmasked Estep 
Score: -9066694.000000 Penalty: 5356.640137
	Iteration 106Q: 3 clusters Score -9066694 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 48617 members 
Entering Unmasked Estep 
Score: -9066699.000000 Penalty: 5356.640137
	Iteration 107Q: 3 clusters Score -9066699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 48622 members 
Entering Unmasked Estep 
Score: -9066700.000000 Penalty: 5356.640137
	Iteration 108Q: 3 clusters Score -9066700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 48627 members 
Entering Unmasked Estep 
Score: -9066698.000000 Penalty: 5356.640137
	Iteration 109Q: 3 clusters Score -9066698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 48627 members 
Entering Unmasked Estep 
Score: -9066698.000000 Penalty: 5356.640137
	Iteration 110F: 3 clusters Score -9066698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47108 members 
Entering Unmasked Estep 
Score: -8682084.000000 Penalty: 2668.529297
	Iteration 0F: 2 clusters Score -8682084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -8653264.000000 Penalty: 5337.058594
	Iteration 0F: 3 clusters Score -8653264 nChanged 21573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -8664906.000000 Penalty: 5337.058594
	Iteration 1F: 3 clusters Score -8664906 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -8665388.000000 Penalty: 5337.058594
	Iteration 2Q: 3 clusters Score -8665388 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -8665761.000000 Penalty: 5337.058594
	Iteration 3Q: 3 clusters Score -8665761 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -8666121.000000 Penalty: 5337.058594
	Iteration 4Q: 3 clusters Score -8666121 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -8666556.000000 Penalty: 5337.058594
	Iteration 5Q: 3 clusters Score -8666556 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -8667012.000000 Penalty: 5337.058594
	Iteration 6Q: 3 clusters Score -8667012 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29172 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -8667766.000000 Penalty: 5337.058594
	Iteration 7Q: 3 clusters Score -8667766 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -8668886.000000 Penalty: 5337.058594
	Iteration 8Q: 3 clusters Score -8668886 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34037 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -8670775.000000 Penalty: 5337.058594
	Iteration 9F: 3 clusters Score -8670775 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37443 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -8673396.000000 Penalty: 5337.058594
	Iteration 10F: 3 clusters Score -8673396 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -8676167.000000 Penalty: 5337.058594
	Iteration 11F: 3 clusters Score -8676167 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43482 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -8678132.000000 Penalty: 5337.058594
	Iteration 12F: 3 clusters Score -8678132 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -8678901.000000 Penalty: 5337.058594
	Iteration 13Q: 3 clusters Score -8678901 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46055 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8679300.000000 Penalty: 5337.058594
	Iteration 14Q: 3 clusters Score -8679300 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46412 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8679476.000000 Penalty: 5337.058594
	Iteration 15Q: 3 clusters Score -8679476 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -8679587.000000 Penalty: 5337.058594
	Iteration 16Q: 3 clusters Score -8679587 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46630 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8679640.000000 Penalty: 5337.058594
	Iteration 17Q: 3 clusters Score -8679640 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46672 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -8679676.000000 Penalty: 5337.058594
	Iteration 18Q: 3 clusters Score -8679676 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46698 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8679695.000000 Penalty: 5337.058594
	Iteration 19Q: 3 clusters Score -8679695 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -8679707.000000 Penalty: 5337.058594
	Iteration 20F: 3 clusters Score -8679707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46720 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -8679718.000000 Penalty: 5337.058594
	Iteration 21Q: 3 clusters Score -8679718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46730 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8679727.000000 Penalty: 5337.058594
	Iteration 22Q: 3 clusters Score -8679727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46736 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -8679730.000000 Penalty: 5337.058594
	Iteration 23Q: 3 clusters Score -8679730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46739 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8679731.000000 Penalty: 5337.058594
	Iteration 24Q: 3 clusters Score -8679731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46741 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -8679740.000000 Penalty: 5337.058594
	Iteration 25Q: 3 clusters Score -8679740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46744 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -8679746.000000 Penalty: 5337.058594
	Iteration 26Q: 3 clusters Score -8679746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8679751.000000 Penalty: 5337.058594
	Iteration 27Q: 3 clusters Score -8679751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8679746.000000 Penalty: 5337.058594
	Iteration 28Q: 3 clusters Score -8679746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46747 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -8679746.000000 Penalty: 5337.058594
	Iteration 29F: 3 clusters Score -8679746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (50106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50106 members 
Entering Unmasked Estep 
Score: -9254995.000000 Penalty: 2683.830078
	Iteration 0F: 2 clusters Score -9254995 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -9225832.000000 Penalty: 5367.660156
	Iteration 0F: 3 clusters Score -9225832 nChanged 23156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 25332 members 
Entering Unmasked Estep 
Score: -9238641.000000 Penalty: 5367.660156
	Iteration 1F: 3 clusters Score -9238641 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 25445 members 
Entering Unmasked Estep 
Score: -9239272.000000 Penalty: 5367.660156
	Iteration 2Q: 3 clusters Score -9239272 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24541 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -9239800.000000 Penalty: 5367.660156
	Iteration 3Q: 3 clusters Score -9239800 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -9240383.000000 Penalty: 5367.660156
	Iteration 4Q: 3 clusters Score -9240383 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -9241043.000000 Penalty: 5367.660156
	Iteration 5Q: 3 clusters Score -9241043 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -9241719.000000 Penalty: 5367.660156
	Iteration 6Q: 3 clusters Score -9241719 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 26876 members 
Entering Unmasked Estep 
Score: -9242671.000000 Penalty: 5367.660156
	Iteration 7Q: 3 clusters Score -9242671 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -9243900.000000 Penalty: 5367.660156
	Iteration 8Q: 3 clusters Score -9243900 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -9245604.000000 Penalty: 5367.660156
	Iteration 9F: 3 clusters Score -9245604 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 28391 members 
Entering Unmasked Estep 
Score: -9247600.000000 Penalty: 5367.660156
	Iteration 10F: 3 clusters Score -9247600 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -9249014.000000 Penalty: 5367.660156
	Iteration 11F: 3 clusters Score -9249014 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -9249858.000000 Penalty: 5367.660156
	Iteration 12Q: 3 clusters Score -9249858 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -9250321.000000 Penalty: 5367.660156
	Iteration 13Q: 3 clusters Score -9250321 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20295 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -9250714.000000 Penalty: 5367.660156
	Iteration 14Q: 3 clusters Score -9250714 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -9251118.000000 Penalty: 5367.660156
	Iteration 15Q: 3 clusters Score -9251118 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -9251516.000000 Penalty: 5367.660156
	Iteration 16Q: 3 clusters Score -9251516 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -9251915.000000 Penalty: 5367.660156
	Iteration 17Q: 3 clusters Score -9251915 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -9252406.000000 Penalty: 5367.660156
	Iteration 18Q: 3 clusters Score -9252406 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -9252825.000000 Penalty: 5367.660156
	Iteration 19Q: 3 clusters Score -9252825 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -9253248.000000 Penalty: 5367.660156
	Iteration 20F: 3 clusters Score -9253248 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 32689 members 
Entering Unmasked Estep 
Score: -9253705.000000 Penalty: 5367.660156
	Iteration 21Q: 3 clusters Score -9253705 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -9253998.000000 Penalty: 5367.660156
	Iteration 22Q: 3 clusters Score -9253998 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -9254318.000000 Penalty: 5367.660156
	Iteration 23Q: 3 clusters Score -9254318 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 33553 members 
Entering Unmasked Estep 
Score: -9254587.000000 Penalty: 5367.660156
	Iteration 24Q: 3 clusters Score -9254587 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -9254748.000000 Penalty: 5367.660156
	Iteration 25Q: 3 clusters Score -9254748 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -9254917.000000 Penalty: 5367.660156
	Iteration 26Q: 3 clusters Score -9254917 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -9254999.000000 Penalty: 5367.660156
	Iteration 27Q: 3 clusters Score -9254999 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -9255099.000000 Penalty: 5367.660156
	Iteration 28Q: 3 clusters Score -9255099 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -9255142.000000 Penalty: 5367.660156
	Iteration 29Q: 3 clusters Score -9255142 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 35024 members 
Entering Unmasked Estep 
Score: -9255183.000000 Penalty: 5367.660156
	Iteration 30Q: 3 clusters Score -9255183 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 35242 members 
Entering Unmasked Estep 
Score: -9255219.000000 Penalty: 5367.660156
	Iteration 31Q: 3 clusters Score -9255219 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 35437 members 
Entering Unmasked Estep 
Score: -9255261.000000 Penalty: 5367.660156
	Iteration 32Q: 3 clusters Score -9255261 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14462 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -9255264.000000 Penalty: 5367.660156
	Iteration 33Q: 3 clusters Score -9255264 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -9255291.000000 Penalty: 5367.660156
	Iteration 34Q: 3 clusters Score -9255291 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -9255320.000000 Penalty: 5367.660156
	Iteration 35Q: 3 clusters Score -9255320 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -9255337.000000 Penalty: 5367.660156
	Iteration 36Q: 3 clusters Score -9255337 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 36587 members 
Entering Unmasked Estep 
Score: -9255343.000000 Penalty: 5367.660156
	Iteration 37Q: 3 clusters Score -9255343 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
Score: -9255331.000000 Penalty: 5367.660156
	Iteration 38Q: 3 clusters Score -9255331 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 36991 members 
Entering Unmasked Estep 
Score: -9255346.000000 Penalty: 5367.660156
	Iteration 39Q: 3 clusters Score -9255346 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -9255365.000000 Penalty: 5367.660156
	Iteration 40F: 3 clusters Score -9255365 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -9255352.000000 Penalty: 5367.660156
	Iteration 41Q: 3 clusters Score -9255352 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -9255367.000000 Penalty: 5367.660156
	Iteration 42Q: 3 clusters Score -9255367 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 37675 members 
Entering Unmasked Estep 
Score: -9255381.000000 Penalty: 5367.660156
	Iteration 43Q: 3 clusters Score -9255381 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -9255397.000000 Penalty: 5367.660156
	Iteration 44Q: 3 clusters Score -9255397 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -9255379.000000 Penalty: 5367.660156
	Iteration 45Q: 3 clusters Score -9255379 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 37945 members 
Entering Unmasked Estep 
Score: -9255373.000000 Penalty: 5367.660156
	Iteration 46Q: 3 clusters Score -9255373 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 38022 members 
Entering Unmasked Estep 
Score: -9255389.000000 Penalty: 5367.660156
	Iteration 47Q: 3 clusters Score -9255389 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 38109 members 
Entering Unmasked Estep 
Score: -9255378.000000 Penalty: 5367.660156
	Iteration 48Q: 3 clusters Score -9255378 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -9255394.000000 Penalty: 5367.660156
	Iteration 49Q: 3 clusters Score -9255394 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -9255384.000000 Penalty: 5367.660156
	Iteration 50Q: 3 clusters Score -9255384 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -9255393.000000 Penalty: 5367.660156
	Iteration 51Q: 3 clusters Score -9255393 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -9255388.000000 Penalty: 5367.660156
	Iteration 52Q: 3 clusters Score -9255388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 38333 members 
Entering Unmasked Estep 
Score: -9255386.000000 Penalty: 5367.660156
	Iteration 53Q: 3 clusters Score -9255386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -9255386.000000 Penalty: 5367.660156
	Iteration 54Q: 3 clusters Score -9255386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -9255377.000000 Penalty: 5367.660156
	Iteration 55Q: 3 clusters Score -9255377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -9255383.000000 Penalty: 5367.660156
	Iteration 56Q: 3 clusters Score -9255383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -9255387.000000 Penalty: 5367.660156
	Iteration 57Q: 3 clusters Score -9255387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -9255387.000000 Penalty: 5367.660156
	Iteration 58Q: 3 clusters Score -9255387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -9255388.000000 Penalty: 5367.660156
	Iteration 59Q: 3 clusters Score -9255388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -9255384.000000 Penalty: 5367.660156
	Iteration 60F: 3 clusters Score -9255384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -9255380.000000 Penalty: 5367.660156
	Iteration 61Q: 3 clusters Score -9255380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -9255385.000000 Penalty: 5367.660156
	Iteration 62Q: 3 clusters Score -9255385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -9255388.000000 Penalty: 5367.660156
	Iteration 63Q: 3 clusters Score -9255388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 38351 members 
Entering Unmasked Estep 
Score: -9255389.000000 Penalty: 5367.660156
	Iteration 64Q: 3 clusters Score -9255389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -9255390.000000 Penalty: 5367.660156
	Iteration 65Q: 3 clusters Score -9255390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -9255390.000000 Penalty: 5367.660156
	Iteration 66F: 3 clusters Score -9255390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43838 members 
Mstep: Class 5 contains 44639 members 
Mstep: Class 6 contains 45396 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43321 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43455 members 
Mstep: Class 15 contains 44084 members 
Mstep: Class 16 contains 25689 members 
Mstep: Class 17 contains 38652 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 46902 members 
Mstep: Class 20 contains 49005 members 
Mstep: Class 21 contains 38352 members 
Mstep: Class 22 contains 47108 members 
Mstep: Class 23 contains 11754 members 
Mstep: Class 24 contains 43306 members 
Entering Unmasked Estep 
Score: -111216768.000000 Penalty: 79364.328125
Splitting cluster 23 changes total score from -111217032.000000 to -111216768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (43306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43306 members 
Entering Unmasked Estep 
Score: -7942777.000000 Penalty: 2647.659424
	Iteration 0F: 2 clusters Score -7942777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -7914488.000000 Penalty: 5295.318848
	Iteration 0F: 3 clusters Score -7914488 nChanged 19851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 21874 members 
Entering Unmasked Estep 
Score: -7925315.000000 Penalty: 5295.318848
	Iteration 1F: 3 clusters Score -7925315 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21285 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -7925770.000000 Penalty: 5295.318848
	Iteration 2Q: 3 clusters Score -7925770 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -7926320.000000 Penalty: 5295.318848
	Iteration 3Q: 3 clusters Score -7926320 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -7927037.000000 Penalty: 5295.318848
	Iteration 4Q: 3 clusters Score -7927037 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19940 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -7928069.500000 Penalty: 5295.318848
	Iteration 5Q: 3 clusters Score -7928070 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -7929565.000000 Penalty: 5295.318848
	Iteration 6F: 3 clusters Score -7929565 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 25415 members 
Entering Unmasked Estep 
Score: -7931570.500000 Penalty: 5295.318848
	Iteration 7F: 3 clusters Score -7931570 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -7933884 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -7935795 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -7936776 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 29836 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -7937287 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -7937689.500000 Penalty: 5295.318848
	Iteration 12Q: 3 clusters Score -7937690 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 31461 members 
Entering Unmasked Estep 
Score: -7938022.000000 Penalty: 5295.318848
	Iteration 13Q: 3 clusters Score -7938022 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -7938329.000000 Penalty: 5295.318848
	Iteration 14Q: 3 clusters Score -7938329 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 32892 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7938570 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7938838 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7939066 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 34843 members 
Entering Unmasked Estep 
Score: -7939343.500000 Penalty: 5295.318848
	Iteration 18Q: 3 clusters Score -7939344 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -7939599.500000 Penalty: 5295.318848
	Iteration 19Q: 3 clusters Score -7939600 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 36054 members 
Entering Unmasked Estep 
Score: -7939845.000000 Penalty: 5295.318848
	Iteration 20F: 3 clusters Score -7939845 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 36643 members 
Entering Unmasked Estep 
Score: -7940068.500000 Penalty: 5295.318848
	Iteration 21Q: 3 clusters Score -7940068 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -7940209.000000 Penalty: 5295.318848
	Iteration 22Q: 3 clusters Score -7940209 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 37589 members 
Entering Unmasked Estep 
Score: -7940357.500000 Penalty: 5295.318848
	Iteration 23Q: 3 clusters Score -7940358 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -7940422.000000 Penalty: 5295.318848
	Iteration 24Q: 3 clusters Score -7940422 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7940520 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -7940588.000000 Penalty: 5295.318848
	Iteration 26Q: 3 clusters Score -7940588 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7940670 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 39327 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7940736 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 39589 members 
Entering Unmasked Estep 
Score: -7940790.500000 Penalty: 5295.318848
	Iteration 29Q: 3 clusters Score -7940790 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 39829 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7940836 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 40025 members 
Entering Unmasked Estep 
Score: -7940875.500000 Penalty: 5295.318848
	Iteration 31Q: 3 clusters Score -7940876 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 40188 members 
Entering Unmasked Estep 
Score: -7940925.000000 Penalty: 5295.318848
	Iteration 32Q: 3 clusters Score -7940925 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -7940928.000000 Penalty: 5295.318848
	Iteration 33Q: 3 clusters Score -7940928 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 40469 members 
Entering Unmasked Estep 
Score: -7940945.000000 Penalty: 5295.318848
	Iteration 34Q: 3 clusters Score -7940945 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 40583 members 
Entering Unmasked Estep 
Score: -7940985.500000 Penalty: 5295.318848
	Iteration 35Q: 3 clusters Score -7940986 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -7941005.000000 Penalty: 5295.318848
	Iteration 36Q: 3 clusters Score -7941005 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 40820 members 
Entering Unmasked Estep 
Score: -7940974.500000 Penalty: 5295.318848
	Iteration 37Q: 3 clusters Score -7940974 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -7940988.000000 Penalty: 5295.318848
	Iteration 38Q: 3 clusters Score -7940988 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -7941000.000000 Penalty: 5295.318848
	Iteration 39Q: 3 clusters Score -7941000 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
Score: -7941018.500000 Penalty: 5295.318848
	Iteration 40F: 3 clusters Score -7941018 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -7941013.500000 Penalty: 5295.318848
	Iteration 41Q: 3 clusters Score -7941014 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -7941011.000000 Penalty: 5295.318848
	Iteration 42Q: 3 clusters Score -7941011 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -7941006.500000 Penalty: 5295.318848
	Iteration 43Q: 3 clusters Score -7941006 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 41440 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7940996 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 41500 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7940996 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 41551 members 
Entering Unmasked Estep 
Score: -7941009.500000 Penalty: 5295.318848
	Iteration 46Q: 3 clusters Score -7941010 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 41593 members 
Entering Unmasked Estep 
Score: -7941027.500000 Penalty: 5295.318848
	Iteration 47Q: 3 clusters Score -7941028 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -7941021.000000 Penalty: 5295.318848
	Iteration 48Q: 3 clusters Score -7941021 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 41681 members 
Entering Unmasked Estep 
Score: -7941018.000000 Penalty: 5295.318848
	Iteration 49Q: 3 clusters Score -7941018 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -7940993.000000 Penalty: 5295.318848
	Iteration 50Q: 3 clusters Score -7940993 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
Score: -7941014.000000 Penalty: 5295.318848
	Iteration 51Q: 3 clusters Score -7941014 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -7941012.500000 Penalty: 5295.318848
	Iteration 52Q: 3 clusters Score -7941012 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 41853 members 
Entering Unmasked Estep 
Score: -7941010.500000 Penalty: 5295.318848
	Iteration 53Q: 3 clusters Score -7941010 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -7941021.500000 Penalty: 5295.318848
	Iteration 54Q: 3 clusters Score -7941022 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 41941 members 
Entering Unmasked Estep 
Score: -7941006.500000 Penalty: 5295.318848
	Iteration 55Q: 3 clusters Score -7941006 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -7940995.500000 Penalty: 5295.318848
	Iteration 56Q: 3 clusters Score -7940996 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 42008 members 
Entering Unmasked Estep 
Score: -7941004.000000 Penalty: 5295.318848
	Iteration 57Q: 3 clusters Score -7941004 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 42042 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7941005 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -7941000.000000 Penalty: 5295.318848
	Iteration 59Q: 3 clusters Score -7941000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -7940998.500000 Penalty: 5295.318848
	Iteration 60F: 3 clusters Score -7940998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 42115 members 
Entering Unmasked Estep 
Score: -7940995.500000 Penalty: 5295.318848
	Iteration 61Q: 3 clusters Score -7940996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 42138 members 
Entering Unmasked Estep 
Score: -7941000.500000 Penalty: 5295.318848
	Iteration 62Q: 3 clusters Score -7941000 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 42162 members 
Entering Unmasked Estep 
Score: -7941009.000000 Penalty: 5295.318848
	Iteration 63Q: 3 clusters Score -7941009 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 42178 members 
Entering Unmasked Estep 
Score: -7940996.500000 Penalty: 5295.318848
	Iteration 64Q: 3 clusters Score -7940996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
Score: -7941013.500000 Penalty: 5295.318848
	Iteration 65Q: 3 clusters Score -7941014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 42203 members 
Entering Unmasked Estep 
Score: -7941009.000000 Penalty: 5295.318848
	Iteration 66Q: 3 clusters Score -7941009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -7941007.500000 Penalty: 5295.318848
	Iteration 67Q: 3 clusters Score -7941008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7941005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -7941005.500000 Penalty: 5295.318848
	Iteration 69Q: 3 clusters Score -7941006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 42239 members 
Entering Unmasked Estep 
Score: -7941003.000000 Penalty: 5295.318848
	Iteration 70Q: 3 clusters Score -7941003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
Score: -7941017.000000 Penalty: 5295.318848
	Iteration 71Q: 3 clusters Score -7941017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 42248 members 
Entering Unmasked Estep 
Score: -7941010.500000 Penalty: 5295.318848
	Iteration 72Q: 3 clusters Score -7941010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -7941002.500000 Penalty: 5295.318848
	Iteration 73Q: 3 clusters Score -7941002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -7941000.500000 Penalty: 5295.318848
	Iteration 74Q: 3 clusters Score -7941000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 42262 members 
Entering Unmasked Estep 
Score: -7940999.000000 Penalty: 5295.318848
	Iteration 75Q: 3 clusters Score -7940999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 42264 members 
Entering Unmasked Estep 
Score: -7940995.000000 Penalty: 5295.318848
	Iteration 76Q: 3 clusters Score -7940995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 42265 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7940996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 42265 members 
Entering Unmasked Estep 
Score: -7940996.000000 Penalty: 5295.318848
	Iteration 78F: 3 clusters Score -7940996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43838 members 
Mstep: Class 5 contains 44639 members 
Mstep: Class 6 contains 45396 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43321 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43455 members 
Mstep: Class 15 contains 44084 members 
Mstep: Class 16 contains 25689 members 
Mstep: Class 17 contains 38652 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 46902 members 
Mstep: Class 20 contains 49005 members 
Mstep: Class 22 contains 47108 members 
Mstep: Class 23 contains 50106 members 
Mstep: Class 24 contains 43306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217024.000000 Penalty: 76057.484375
Iteration 399Q: 24 clusters Score -1.11217e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43420 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43840 members 
Mstep: Class 5 contains 44638 members 
Mstep: Class 6 contains 45396 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43320 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43459 members 
Mstep: Class 15 contains 44083 members 
Mstep: Class 16 contains 25691 members 
Mstep: Class 17 contains 38651 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 46902 members 
Mstep: Class 20 contains 49006 members 
Mstep: Class 22 contains 47107 members 
Mstep: Class 23 contains 50105 members 
Mstep: Class 24 contains 43306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216984.000000 Penalty: 76057.484375
Iteration 400F: 24 clusters Score -1.11217e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43419 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43843 members 
Mstep: Class 5 contains 44638 members 
Mstep: Class 6 contains 45394 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43318 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43457 members 
Mstep: Class 15 contains 44084 members 
Mstep: Class 16 contains 25692 members 
Mstep: Class 17 contains 38652 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 46902 members 
Mstep: Class 20 contains 49004 members 
Mstep: Class 22 contains 47109 members 
Mstep: Class 23 contains 50105 members 
Mstep: Class 24 contains 43307 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 401Q: 24 clusters Score -1.11217e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43846 members 
Mstep: Class 5 contains 44639 members 
Mstep: Class 6 contains 45395 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43317 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43453 members 
Mstep: Class 15 contains 44085 members 
Mstep: Class 16 contains 25692 members 
Mstep: Class 17 contains 38650 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 46902 members 
Mstep: Class 20 contains 49003 members 
Mstep: Class 22 contains 47106 members 
Mstep: Class 23 contains 50109 members 
Mstep: Class 24 contains 43309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216952.000000 Penalty: 76057.484375
Iteration 402Q: 24 clusters Score -1.11217e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43846 members 
Mstep: Class 5 contains 44639 members 
Mstep: Class 6 contains 45395 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43320 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43453 members 
Mstep: Class 15 contains 44087 members 
Mstep: Class 16 contains 25692 members 
Mstep: Class 17 contains 38646 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 46902 members 
Mstep: Class 20 contains 49002 members 
Mstep: Class 22 contains 47106 members 
Mstep: Class 23 contains 50110 members 
Mstep: Class 24 contains 43309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217032.000000 Penalty: 76057.484375
Iteration 403Q: 24 clusters Score -1.11217e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43846 members 
Mstep: Class 5 contains 44638 members 
Mstep: Class 6 contains 45395 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43321 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43451 members 
Mstep: Class 15 contains 44088 members 
Mstep: Class 16 contains 25692 members 
Mstep: Class 17 contains 38644 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 46902 members 
Mstep: Class 20 contains 49002 members 
Mstep: Class 22 contains 47106 members 
Mstep: Class 23 contains 50113 members 
Mstep: Class 24 contains 43309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217024.000000 Penalty: 76057.484375
Iteration 404Q: 24 clusters Score -1.11217e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43416 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43847 members 
Mstep: Class 5 contains 44636 members 
Mstep: Class 6 contains 45397 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43321 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43451 members 
Mstep: Class 15 contains 44088 members 
Mstep: Class 16 contains 25691 members 
Mstep: Class 17 contains 38639 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 46903 members 
Mstep: Class 20 contains 49003 members 
Mstep: Class 22 contains 47109 members 
Mstep: Class 23 contains 50114 members 
Mstep: Class 24 contains 43309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217008.000000 Penalty: 76057.484375
Iteration 405Q: 24 clusters Score -1.11217e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43847 members 
Mstep: Class 5 contains 44636 members 
Mstep: Class 6 contains 45398 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43319 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43452 members 
Mstep: Class 15 contains 44087 members 
Mstep: Class 16 contains 25691 members 
Mstep: Class 17 contains 38637 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 46905 members 
Mstep: Class 20 contains 49005 members 
Mstep: Class 22 contains 47108 members 
Mstep: Class 23 contains 50112 members 
Mstep: Class 24 contains 43310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217016.000000 Penalty: 76057.484375
Iteration 406Q: 24 clusters Score -1.11217e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43849 members 
Mstep: Class 5 contains 44637 members 
Mstep: Class 6 contains 45397 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43321 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43453 members 
Mstep: Class 15 contains 44085 members 
Mstep: Class 16 contains 25691 members 
Mstep: Class 17 contains 38636 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 46905 members 
Mstep: Class 20 contains 49004 members 
Mstep: Class 22 contains 47107 members 
Mstep: Class 23 contains 50112 members 
Mstep: Class 24 contains 43310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217008.000000 Penalty: 76057.484375
Iteration 407Q: 24 clusters Score -1.11217e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43850 members 
Mstep: Class 5 contains 44637 members 
Mstep: Class 6 contains 45398 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43323 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43452 members 
Mstep: Class 15 contains 44087 members 
Mstep: Class 16 contains 25691 members 
Mstep: Class 17 contains 38634 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 46903 members 
Mstep: Class 20 contains 49003 members 
Mstep: Class 22 contains 47107 members 
Mstep: Class 23 contains 50111 members 
Mstep: Class 24 contains 43311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216960.000000 Penalty: 76057.484375
Iteration 408Q: 24 clusters Score -1.11217e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43851 members 
Mstep: Class 5 contains 44638 members 
Mstep: Class 6 contains 45398 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43321 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43451 members 
Mstep: Class 15 contains 44090 members 
Mstep: Class 16 contains 25690 members 
Mstep: Class 17 contains 38631 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 46902 members 
Mstep: Class 20 contains 49003 members 
Mstep: Class 22 contains 47107 members 
Mstep: Class 23 contains 50111 members 
Mstep: Class 24 contains 43313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216992.000000 Penalty: 76057.484375
Iteration 409Q: 24 clusters Score -1.11217e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43417 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43851 members 
Mstep: Class 5 contains 44638 members 
Mstep: Class 6 contains 45398 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43320 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43451 members 
Mstep: Class 15 contains 44090 members 
Mstep: Class 16 contains 25689 members 
Mstep: Class 17 contains 38632 members 
Mstep: Class 18 contains 1633 members 
Mstep: Class 19 contains 46903 members 
Mstep: Class 20 contains 49002 members 
Mstep: Class 22 contains 47107 members 
Mstep: Class 23 contains 50111 members 
Mstep: Class 24 contains 43315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217000.000000 Penalty: 76057.484375
Iteration 410Q: 24 clusters Score -1.11217e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43852 members 
Mstep: Class 5 contains 44638 members 
Mstep: Class 6 contains 45398 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43319 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43451 members 
Mstep: Class 15 contains 44090 members 
Mstep: Class 16 contains 25687 members 
Mstep: Class 17 contains 38631 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46905 members 
Mstep: Class 20 contains 49002 members 
Mstep: Class 22 contains 47106 members 
Mstep: Class 23 contains 50111 members 
Mstep: Class 24 contains 43317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217016.000000 Penalty: 76057.484375
Iteration 411Q: 24 clusters Score -1.11217e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43851 members 
Mstep: Class 5 contains 44638 members 
Mstep: Class 6 contains 45397 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43323 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43450 members 
Mstep: Class 15 contains 44089 members 
Mstep: Class 16 contains 25686 members 
Mstep: Class 17 contains 38630 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46907 members 
Mstep: Class 20 contains 49003 members 
Mstep: Class 22 contains 47104 members 
Mstep: Class 23 contains 50112 members 
Mstep: Class 24 contains 43317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216944.000000 Penalty: 76057.484375
Iteration 412Q: 24 clusters Score -1.112169e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43852 members 
Mstep: Class 5 contains 44637 members 
Mstep: Class 6 contains 45397 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43323 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43449 members 
Mstep: Class 15 contains 44088 members 
Mstep: Class 16 contains 25686 members 
Mstep: Class 17 contains 38631 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46906 members 
Mstep: Class 20 contains 49002 members 
Mstep: Class 22 contains 47105 members 
Mstep: Class 23 contains 50111 members 
Mstep: Class 24 contains 43315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217032.000000 Penalty: 76057.484375
Iteration 413Q: 24 clusters Score -1.11217e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43852 members 
Mstep: Class 5 contains 44637 members 
Mstep: Class 6 contains 45398 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43325 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43450 members 
Mstep: Class 15 contains 44084 members 
Mstep: Class 16 contains 25686 members 
Mstep: Class 17 contains 38631 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46908 members 
Mstep: Class 20 contains 49002 members 
Mstep: Class 22 contains 47104 members 
Mstep: Class 23 contains 50110 members 
Mstep: Class 24 contains 43314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217040.000000 Penalty: 76057.484375
Iteration 414Q: 24 clusters Score -1.11217e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43425 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43851 members 
Mstep: Class 5 contains 44639 members 
Mstep: Class 6 contains 45398 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43322 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43451 members 
Mstep: Class 15 contains 44086 members 
Mstep: Class 16 contains 25687 members 
Mstep: Class 17 contains 38627 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46907 members 
Mstep: Class 20 contains 49003 members 
Mstep: Class 22 contains 47103 members 
Mstep: Class 23 contains 50110 members 
Mstep: Class 24 contains 43316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217008.000000 Penalty: 76057.484375
Iteration 415Q: 24 clusters Score -1.11217e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43852 members 
Mstep: Class 5 contains 44639 members 
Mstep: Class 6 contains 45399 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43323 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43452 members 
Mstep: Class 15 contains 44086 members 
Mstep: Class 16 contains 25687 members 
Mstep: Class 17 contains 38621 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46908 members 
Mstep: Class 20 contains 49002 members 
Mstep: Class 22 contains 47101 members 
Mstep: Class 23 contains 50110 members 
Mstep: Class 24 contains 43316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217000.000000 Penalty: 76057.484375
Iteration 416Q: 24 clusters Score -1.11217e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43431 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43853 members 
Mstep: Class 5 contains 44639 members 
Mstep: Class 6 contains 45400 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43327 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43452 members 
Mstep: Class 15 contains 44082 members 
Mstep: Class 16 contains 25688 members 
Mstep: Class 17 contains 38617 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46907 members 
Mstep: Class 20 contains 49001 members 
Mstep: Class 22 contains 47102 members 
Mstep: Class 23 contains 50111 members 
Mstep: Class 24 contains 43315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217000.000000 Penalty: 76057.484375
Iteration 417Q: 24 clusters Score -1.11217e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43428 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43853 members 
Mstep: Class 5 contains 44639 members 
Mstep: Class 6 contains 45397 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43331 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43452 members 
Mstep: Class 15 contains 44083 members 
Mstep: Class 16 contains 25690 members 
Mstep: Class 17 contains 38614 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46905 members 
Mstep: Class 20 contains 49003 members 
Mstep: Class 22 contains 47104 members 
Mstep: Class 23 contains 50112 members 
Mstep: Class 24 contains 43314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217000.000000 Penalty: 76057.484375
Iteration 418Q: 24 clusters Score -1.11217e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43851 members 
Mstep: Class 5 contains 44637 members 
Mstep: Class 6 contains 45396 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43333 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43454 members 
Mstep: Class 15 contains 44083 members 
Mstep: Class 16 contains 25690 members 
Mstep: Class 17 contains 38612 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46904 members 
Mstep: Class 20 contains 49005 members 
Mstep: Class 22 contains 47107 members 
Mstep: Class 23 contains 50110 members 
Mstep: Class 24 contains 43314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217056.000000 Penalty: 76057.484375
Iteration 419Q: 24 clusters Score -1.112171e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43432 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43852 members 
Mstep: Class 5 contains 44635 members 
Mstep: Class 6 contains 45393 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43335 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43455 members 
Mstep: Class 15 contains 44084 members 
Mstep: Class 16 contains 25689 members 
Mstep: Class 17 contains 38609 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46905 members 
Mstep: Class 20 contains 49003 members 
Mstep: Class 22 contains 47110 members 
Mstep: Class 23 contains 50109 members 
Mstep: Class 24 contains 43314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216976.000000 Penalty: 76057.484375
Iteration 420F: 24 clusters Score -1.11217e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43432 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43852 members 
Mstep: Class 5 contains 44632 members 
Mstep: Class 6 contains 45392 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43335 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43455 members 
Mstep: Class 15 contains 44084 members 
Mstep: Class 16 contains 25688 members 
Mstep: Class 17 contains 38607 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46909 members 
Mstep: Class 20 contains 49001 members 
Mstep: Class 22 contains 47115 members 
Mstep: Class 23 contains 50108 members 
Mstep: Class 24 contains 43315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216928.000000 Penalty: 76057.484375
Iteration 421Q: 24 clusters Score -1.112169e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43432 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43852 members 
Mstep: Class 5 contains 44628 members 
Mstep: Class 6 contains 45392 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43334 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43456 members 
Mstep: Class 15 contains 44086 members 
Mstep: Class 16 contains 25687 members 
Mstep: Class 17 contains 38606 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46911 members 
Mstep: Class 20 contains 49003 members 
Mstep: Class 22 contains 47119 members 
Mstep: Class 23 contains 50105 members 
Mstep: Class 24 contains 43314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216960.000000 Penalty: 76057.484375
Iteration 422Q: 24 clusters Score -1.11217e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43432 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43851 members 
Mstep: Class 5 contains 44625 members 
Mstep: Class 6 contains 45393 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43333 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43457 members 
Mstep: Class 15 contains 44087 members 
Mstep: Class 16 contains 25688 members 
Mstep: Class 17 contains 38606 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46909 members 
Mstep: Class 20 contains 49004 members 
Mstep: Class 22 contains 47121 members 
Mstep: Class 23 contains 50106 members 
Mstep: Class 24 contains 43313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216984.000000 Penalty: 76057.484375
Iteration 423Q: 24 clusters Score -1.11217e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43851 members 
Mstep: Class 5 contains 44624 members 
Mstep: Class 6 contains 45392 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43335 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43457 members 
Mstep: Class 15 contains 44088 members 
Mstep: Class 16 contains 25691 members 
Mstep: Class 17 contains 38602 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46908 members 
Mstep: Class 20 contains 49004 members 
Mstep: Class 22 contains 47121 members 
Mstep: Class 23 contains 50106 members 
Mstep: Class 24 contains 43312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217024.000000 Penalty: 76057.484375
Iteration 424Q: 24 clusters Score -1.11217e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43432 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43849 members 
Mstep: Class 5 contains 44624 members 
Mstep: Class 6 contains 45392 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43335 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43457 members 
Mstep: Class 15 contains 44094 members 
Mstep: Class 16 contains 25691 members 
Mstep: Class 17 contains 38601 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46907 members 
Mstep: Class 20 contains 49007 members 
Mstep: Class 22 contains 47117 members 
Mstep: Class 23 contains 50107 members 
Mstep: Class 24 contains 43312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216888.000000 Penalty: 76057.484375
Iteration 425Q: 24 clusters Score -1.112169e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43847 members 
Mstep: Class 5 contains 44625 members 
Mstep: Class 6 contains 45391 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43339 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43455 members 
Mstep: Class 15 contains 44094 members 
Mstep: Class 16 contains 25691 members 
Mstep: Class 17 contains 38602 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46909 members 
Mstep: Class 20 contains 49009 members 
Mstep: Class 22 contains 47110 members 
Mstep: Class 23 contains 50109 members 
Mstep: Class 24 contains 43311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216936.000000 Penalty: 76057.484375
Iteration 426Q: 24 clusters Score -1.112169e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43435 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43846 members 
Mstep: Class 5 contains 44623 members 
Mstep: Class 6 contains 45391 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43340 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43455 members 
Mstep: Class 15 contains 44094 members 
Mstep: Class 16 contains 25691 members 
Mstep: Class 17 contains 38599 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46910 members 
Mstep: Class 20 contains 49011 members 
Mstep: Class 22 contains 47112 members 
Mstep: Class 23 contains 50108 members 
Mstep: Class 24 contains 43310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216944.000000 Penalty: 76057.484375
Iteration 427Q: 24 clusters Score -1.112169e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43435 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43847 members 
Mstep: Class 5 contains 44619 members 
Mstep: Class 6 contains 45390 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43338 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43455 members 
Mstep: Class 15 contains 44097 members 
Mstep: Class 16 contains 25691 members 
Mstep: Class 17 contains 38597 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46910 members 
Mstep: Class 20 contains 49012 members 
Mstep: Class 22 contains 47113 members 
Mstep: Class 23 contains 50109 members 
Mstep: Class 24 contains 43312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217000.000000 Penalty: 76057.484375
Iteration 428Q: 24 clusters Score -1.11217e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43436 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43847 members 
Mstep: Class 5 contains 44616 members 
Mstep: Class 6 contains 45390 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43341 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43454 members 
Mstep: Class 15 contains 44099 members 
Mstep: Class 16 contains 25690 members 
Mstep: Class 17 contains 38593 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46910 members 
Mstep: Class 20 contains 49014 members 
Mstep: Class 22 contains 47111 members 
Mstep: Class 23 contains 50111 members 
Mstep: Class 24 contains 43313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216960.000000 Penalty: 76057.484375
Iteration 429Q: 24 clusters Score -1.11217e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43846 members 
Mstep: Class 5 contains 44614 members 
Mstep: Class 6 contains 45390 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43340 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43455 members 
Mstep: Class 15 contains 44099 members 
Mstep: Class 16 contains 25690 members 
Mstep: Class 17 contains 38589 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46907 members 
Mstep: Class 20 contains 49017 members 
Mstep: Class 22 contains 47113 members 
Mstep: Class 23 contains 50112 members 
Mstep: Class 24 contains 43314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216992.000000 Penalty: 76057.484375
Iteration 430Q: 24 clusters Score -1.11217e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43848 members 
Mstep: Class 5 contains 44611 members 
Mstep: Class 6 contains 45391 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43339 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43455 members 
Mstep: Class 15 contains 44096 members 
Mstep: Class 16 contains 25690 members 
Mstep: Class 17 contains 38583 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46911 members 
Mstep: Class 20 contains 49018 members 
Mstep: Class 22 contains 47114 members 
Mstep: Class 23 contains 50113 members 
Mstep: Class 24 contains 43314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217008.000000 Penalty: 76057.484375
Iteration 431Q: 24 clusters Score -1.11217e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43850 members 
Mstep: Class 5 contains 44610 members 
Mstep: Class 6 contains 45389 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43340 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43456 members 
Mstep: Class 15 contains 44096 members 
Mstep: Class 16 contains 25691 members 
Mstep: Class 17 contains 38579 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46914 members 
Mstep: Class 20 contains 49018 members 
Mstep: Class 22 contains 47116 members 
Mstep: Class 23 contains 50112 members 
Mstep: Class 24 contains 43313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217056.000000 Penalty: 76057.484375
Iteration 432Q: 24 clusters Score -1.112171e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43850 members 
Mstep: Class 5 contains 44607 members 
Mstep: Class 6 contains 45388 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43340 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43455 members 
Mstep: Class 15 contains 44096 members 
Mstep: Class 16 contains 25692 members 
Mstep: Class 17 contains 38577 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46915 members 
Mstep: Class 20 contains 49017 members 
Mstep: Class 22 contains 47121 members 
Mstep: Class 23 contains 50112 members 
Mstep: Class 24 contains 43313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217008.000000 Penalty: 76057.484375
Iteration 433Q: 24 clusters Score -1.11217e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43849 members 
Mstep: Class 5 contains 44607 members 
Mstep: Class 6 contains 45393 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43338 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43455 members 
Mstep: Class 15 contains 44097 members 
Mstep: Class 16 contains 25692 members 
Mstep: Class 17 contains 38573 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46916 members 
Mstep: Class 20 contains 49017 members 
Mstep: Class 22 contains 47122 members 
Mstep: Class 23 contains 50111 members 
Mstep: Class 24 contains 43312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217032.000000 Penalty: 76057.484375
Iteration 434Q: 24 clusters Score -1.11217e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43848 members 
Mstep: Class 5 contains 44607 members 
Mstep: Class 6 contains 45395 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43342 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43454 members 
Mstep: Class 15 contains 44096 members 
Mstep: Class 16 contains 25692 members 
Mstep: Class 17 contains 38572 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46918 members 
Mstep: Class 20 contains 49017 members 
Mstep: Class 22 contains 47122 members 
Mstep: Class 23 contains 50110 members 
Mstep: Class 24 contains 43310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216984.000000 Penalty: 76057.484375
Iteration 435Q: 24 clusters Score -1.11217e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43848 members 
Mstep: Class 5 contains 44607 members 
Mstep: Class 6 contains 45394 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43345 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43453 members 
Mstep: Class 15 contains 44096 members 
Mstep: Class 16 contains 25693 members 
Mstep: Class 17 contains 38568 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46919 members 
Mstep: Class 20 contains 49017 members 
Mstep: Class 22 contains 47125 members 
Mstep: Class 23 contains 50109 members 
Mstep: Class 24 contains 43310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216968.000000 Penalty: 76057.484375
Iteration 436Q: 24 clusters Score -1.11217e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43440 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43848 members 
Mstep: Class 5 contains 44607 members 
Mstep: Class 6 contains 45393 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43347 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43453 members 
Mstep: Class 15 contains 44097 members 
Mstep: Class 16 contains 25692 members 
Mstep: Class 17 contains 38566 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46920 members 
Mstep: Class 20 contains 49016 members 
Mstep: Class 22 contains 47129 members 
Mstep: Class 23 contains 50107 members 
Mstep: Class 24 contains 43310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217008.000000 Penalty: 76057.484375
Iteration 437Q: 24 clusters Score -1.11217e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43851 members 
Mstep: Class 5 contains 44607 members 
Mstep: Class 6 contains 45392 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43346 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43452 members 
Mstep: Class 15 contains 44098 members 
Mstep: Class 16 contains 25692 members 
Mstep: Class 17 contains 38565 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46921 members 
Mstep: Class 20 contains 49017 members 
Mstep: Class 22 contains 47128 members 
Mstep: Class 23 contains 50105 members 
Mstep: Class 24 contains 43310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217032.000000 Penalty: 76057.484375
Iteration 438Q: 24 clusters Score -1.11217e+08 nChanged 15
Entering ConstructFrom: 
Score: -111217032.000000 Penalty: 76057.484375
Entering ConstructFrom: 
Trying to split cluster 1 (43442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43442 members 
Entering Unmasked Estep 
Score: -7953605.500000 Penalty: 2648.437256
	Iteration 0F: 2 clusters Score -7953606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -7924914.000000 Penalty: 5296.874512
	Iteration 0F: 3 clusters Score -7924914 nChanged 19918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -7935995.500000 Penalty: 5296.874512
	Iteration 1F: 3 clusters Score -7935996 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -7936858.500000 Penalty: 5296.874512
	Iteration 2Q: 3 clusters Score -7936858 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -7937949.500000 Penalty: 5296.874512
	Iteration 3F: 3 clusters Score -7937950 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -7939398.500000 Penalty: 5296.874512
	Iteration 4F: 3 clusters Score -7939398 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -7941420.000000 Penalty: 5296.874512
	Iteration 5F: 3 clusters Score -7941420 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -7944162.000000 Penalty: 5296.874512
	Iteration 6F: 3 clusters Score -7944162 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -7946907.500000 Penalty: 5296.874512
	Iteration 7F: 3 clusters Score -7946908 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 31123 members 
Entering Unmasked Estep 
Score: -7948638.500000 Penalty: 5296.874512
	Iteration 8F: 3 clusters Score -7948638 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -7949378.000000 Penalty: 5296.874512
	Iteration 9Q: 3 clusters Score -7949378 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -7949727.000000 Penalty: 5296.874512
	Iteration 10Q: 3 clusters Score -7949727 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -7949979.000000 Penalty: 5296.874512
	Iteration 11Q: 3 clusters Score -7949979 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -7950191.000000 Penalty: 5296.874512
	Iteration 12Q: 3 clusters Score -7950191 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 33869 members 
Entering Unmasked Estep 
Score: -7950345.500000 Penalty: 5296.874512
	Iteration 13Q: 3 clusters Score -7950346 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 34273 members 
Entering Unmasked Estep 
Score: -7950473.000000 Penalty: 5296.874512
	Iteration 14Q: 3 clusters Score -7950473 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 34654 members 
Entering Unmasked Estep 
Score: -7950583.000000 Penalty: 5296.874512
	Iteration 15Q: 3 clusters Score -7950583 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -7950708.000000 Penalty: 5296.874512
	Iteration 16Q: 3 clusters Score -7950708 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -7950804.500000 Penalty: 5296.874512
	Iteration 17Q: 3 clusters Score -7950804 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 35727 members 
Entering Unmasked Estep 
Score: -7950891.500000 Penalty: 5296.874512
	Iteration 18Q: 3 clusters Score -7950892 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 36065 members 
Entering Unmasked Estep 
Score: -7951003.000000 Penalty: 5296.874512
	Iteration 19Q: 3 clusters Score -7951003 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 36418 members 
Entering Unmasked Estep 
Score: -7951095.000000 Penalty: 5296.874512
	Iteration 20F: 3 clusters Score -7951095 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
Score: -7951172.000000 Penalty: 5296.874512
	Iteration 21Q: 3 clusters Score -7951172 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 37006 members 
Entering Unmasked Estep 
Score: -7951242.000000 Penalty: 5296.874512
	Iteration 22Q: 3 clusters Score -7951242 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -7951304.500000 Penalty: 5296.874512
	Iteration 23Q: 3 clusters Score -7951304 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 37523 members 
Entering Unmasked Estep 
Score: -7951363.500000 Penalty: 5296.874512
	Iteration 24Q: 3 clusters Score -7951364 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -7951417.500000 Penalty: 5296.874512
	Iteration 25Q: 3 clusters Score -7951418 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -7951432.000000 Penalty: 5296.874512
	Iteration 26Q: 3 clusters Score -7951432 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -7951466.500000 Penalty: 5296.874512
	Iteration 27Q: 3 clusters Score -7951466 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -7951487.500000 Penalty: 5296.874512
	Iteration 28Q: 3 clusters Score -7951488 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -7951513.000000 Penalty: 5296.874512
	Iteration 29Q: 3 clusters Score -7951513 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -7951524.500000 Penalty: 5296.874512
	Iteration 30Q: 3 clusters Score -7951524 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -7951553.500000 Penalty: 5296.874512
	Iteration 31Q: 3 clusters Score -7951554 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 38929 members 
Entering Unmasked Estep 
Score: -7951576.500000 Penalty: 5296.874512
	Iteration 32Q: 3 clusters Score -7951576 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 39050 members 
Entering Unmasked Estep 
Score: -7951630.000000 Penalty: 5296.874512
	Iteration 33Q: 3 clusters Score -7951630 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 39186 members 
Entering Unmasked Estep 
Score: -7951678.500000 Penalty: 5296.874512
	Iteration 34Q: 3 clusters Score -7951678 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 39316 members 
Entering Unmasked Estep 
Score: -7951717.500000 Penalty: 5296.874512
	Iteration 35Q: 3 clusters Score -7951718 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 39442 members 
Entering Unmasked Estep 
Score: -7951749.500000 Penalty: 5296.874512
	Iteration 36Q: 3 clusters Score -7951750 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -7951746.000000 Penalty: 5296.874512
	Iteration 37Q: 3 clusters Score -7951746 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -7951764.000000 Penalty: 5296.874512
	Iteration 38Q: 3 clusters Score -7951764 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 39717 members 
Entering Unmasked Estep 
Score: -7951772.500000 Penalty: 5296.874512
	Iteration 39Q: 3 clusters Score -7951772 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -7951799.500000 Penalty: 5296.874512
	Iteration 40F: 3 clusters Score -7951800 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 39883 members 
Entering Unmasked Estep 
Score: -7951814.500000 Penalty: 5296.874512
	Iteration 41Q: 3 clusters Score -7951814 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 39951 members 
Entering Unmasked Estep 
Score: -7951820.000000 Penalty: 5296.874512
	Iteration 42Q: 3 clusters Score -7951820 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 40017 members 
Entering Unmasked Estep 
Score: -7951837.500000 Penalty: 5296.874512
	Iteration 43Q: 3 clusters Score -7951838 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 40085 members 
Entering Unmasked Estep 
Score: -7951840.000000 Penalty: 5296.874512
	Iteration 44Q: 3 clusters Score -7951840 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -7951853.000000 Penalty: 5296.874512
	Iteration 45Q: 3 clusters Score -7951853 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 40173 members 
Entering Unmasked Estep 
Score: -7951847.000000 Penalty: 5296.874512
	Iteration 46Q: 3 clusters Score -7951847 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 40207 members 
Entering Unmasked Estep 
Score: -7951847.000000 Penalty: 5296.874512
	Iteration 47Q: 3 clusters Score -7951847 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 40242 members 
Entering Unmasked Estep 
Score: -7951871.500000 Penalty: 5296.874512
	Iteration 48Q: 3 clusters Score -7951872 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -7951889.000000 Penalty: 5296.874512
	Iteration 49Q: 3 clusters Score -7951889 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -7951919.500000 Penalty: 5296.874512
	Iteration 50Q: 3 clusters Score -7951920 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -7951906.000000 Penalty: 5296.874512
	Iteration 51Q: 3 clusters Score -7951906 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 40412 members 
Entering Unmasked Estep 
Score: -7951912.500000 Penalty: 5296.874512
	Iteration 52Q: 3 clusters Score -7951912 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 40437 members 
Entering Unmasked Estep 
Score: -7951926.500000 Penalty: 5296.874512
	Iteration 53Q: 3 clusters Score -7951926 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 40460 members 
Entering Unmasked Estep 
Score: -7951928.000000 Penalty: 5296.874512
	Iteration 54Q: 3 clusters Score -7951928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 40485 members 
Entering Unmasked Estep 
Score: -7951935.500000 Penalty: 5296.874512
	Iteration 55Q: 3 clusters Score -7951936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 40506 members 
Entering Unmasked Estep 
Score: -7951929.500000 Penalty: 5296.874512
	Iteration 56Q: 3 clusters Score -7951930 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -7951930.000000 Penalty: 5296.874512
	Iteration 57Q: 3 clusters Score -7951930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7951929 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 40560 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7951938 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 40573 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7951940 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 40587 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7951958 nChanged 9
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Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 40596 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7951958 nChanged 8
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Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7951962 nChanged 5
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Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 40609 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7951958 nChanged 5
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Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 40612 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7951964 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 40619 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7951954 nChanged 5
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Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7951956 nChanged 4
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Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7951950 nChanged 7
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Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 40635 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 40641 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7951954 nChanged 8
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Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7951948 nChanged 10
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Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7951950 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 40670 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7951952 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 40678 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7951949 nChanged 6
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Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7951947 nChanged 5
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Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 40687 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7951950 nChanged 6
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Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 40693 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7951949 nChanged 8
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Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7951951 nChanged 10
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Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 40711 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7951952 nChanged 10
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Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7951953 nChanged 12
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Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 40733 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7951964 nChanged 14
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Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7951972 nChanged 9
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Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7951980 nChanged 8
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Mstep: Class 1 contains 2678 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7951966 nChanged 7
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Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 40771 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7951964 nChanged 4
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Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7951954 nChanged 2
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Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7951953 nChanged 3
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Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7951949 nChanged 4
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Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7951948 nChanged 3
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Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 40787 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7951948 nChanged 6
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Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 40793 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7951958 nChanged 4
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Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7951963 nChanged 3
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Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7951967 nChanged 2
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Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7951972 nChanged 2
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Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7951968 nChanged 1
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Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7951971 nChanged 3
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Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7951965 nChanged 3
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Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 40811 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7951967 nChanged 3
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Mstep: Class 1 contains 2628 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7951968 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 40817 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7951969 nChanged 4
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Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7951973 nChanged 7
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Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7951966 nChanged 7
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Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 40835 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7951964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 40840 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7951962 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7951956 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 40847 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7951952 nChanged 7
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Mstep: Class 1 contains 2588 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7951950 nChanged 11
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Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7951951 nChanged 12
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Mstep: Class 1 contains 2565 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7951950 nChanged 11
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Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7951952 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2541 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7951952 nChanged 11
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Mstep: Class 1 contains 2530 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7951948 nChanged 10
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Mstep: Class 1 contains 2520 members 
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	Iteration 113Q: 3 clusters Score -7951959 nChanged 10
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Mstep: Class 1 contains 2510 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7951958 nChanged 11
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Mstep: Class 1 contains 2499 members 
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7951955 nChanged 12
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7951962 nChanged 8
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Mstep: Class 1 contains 2479 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7951972 nChanged 2
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	Iteration 118Q: 3 clusters Score -7951972 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 40969 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7951972 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2468 members 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -7951974 nChanged 5
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	Iteration 121Q: 3 clusters Score -7951974 nChanged 3
Entering Unmasked Mstep 
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	Iteration 122Q: 3 clusters Score -7951976 nChanged 3
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7951970 nChanged 4
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7951976 nChanged 9
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	Iteration 126Q: 3 clusters Score -7951969 nChanged 6
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	Iteration 127Q: 3 clusters Score -7951966 nChanged 4
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	Iteration 128Q: 3 clusters Score -7951977 nChanged 1
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	Iteration 129Q: 3 clusters Score -7951981 nChanged 4
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	Iteration 130Q: 3 clusters Score -7951982 nChanged 4
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	Iteration 131Q: 3 clusters Score -7951983 nChanged 7
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	Iteration 132Q: 3 clusters Score -7951983 nChanged 6
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	Iteration 133Q: 3 clusters Score -7951980 nChanged 8
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	Iteration 134Q: 3 clusters Score -7951980 nChanged 7
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	Iteration 135Q: 3 clusters Score -7951983 nChanged 9
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	Iteration 136Q: 3 clusters Score -7951992 nChanged 9
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	Iteration 137Q: 3 clusters Score -7951997 nChanged 9
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	Iteration 138Q: 3 clusters Score -7951996 nChanged 9
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	Iteration 139Q: 3 clusters Score -7951992 nChanged 9
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	Iteration 140F: 3 clusters Score -7951990 nChanged 3
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	Iteration 141Q: 3 clusters Score -7951994 nChanged 2
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	Iteration 142Q: 3 clusters Score -7951994 nChanged 4
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	Iteration 143Q: 3 clusters Score -7951996 nChanged 3
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	Iteration 145Q: 3 clusters Score -7952007 nChanged 5
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	Iteration 147Q: 3 clusters Score -7952005 nChanged 1
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	Iteration 148Q: 3 clusters Score -7952006 nChanged 2
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	Iteration 149Q: 3 clusters Score -7952006 nChanged 2
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	Iteration 150Q: 3 clusters Score -7952015 nChanged 1
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Entering Unmasked Estep 
Score: -7952012.000000 Penalty: 5296.874512
	Iteration 151Q: 3 clusters Score -7952012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -7952008.500000 Penalty: 5296.874512
	Iteration 152Q: 3 clusters Score -7952008 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -7952008.500000 Penalty: 5296.874512
	Iteration 153F: 3 clusters Score -7952008 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -28538.332031 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -28538.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -27420.197266 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -27420.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -27701.500000 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -27701.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -27850.533203 Penalty: 2933.097656
	Iteration 2F: 3 clusters Score -27850.53 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -27932.304688 Penalty: 2933.097656
	Iteration 3F: 3 clusters Score -27932.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -27957.191406 Penalty: 2933.097656
	Iteration 4Q: 3 clusters Score -27957.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -27960.843750 Penalty: 2933.097656
	Iteration 5Q: 3 clusters Score -27960.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -27960.843750 Penalty: 2933.097656
	Iteration 6F: 3 clusters Score -27960.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Entering Unmasked Estep 
Score: -404709.625000 Penalty: 1927.538208
	Iteration 0F: 2 clusters Score -404709.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -401865.187500 Penalty: 3855.076416
	Iteration 0F: 3 clusters Score -401865.2 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -402612.343750 Penalty: 3855.076416
	Iteration 1F: 3 clusters Score -402612.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -402916.062500 Penalty: 3855.076416
	Iteration 2F: 3 clusters Score -402916.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -403179.312500 Penalty: 3855.076416
	Iteration 3F: 3 clusters Score -403179.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -403399.343750 Penalty: 3855.076416
	Iteration 4F: 3 clusters Score -403399.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -403595.937500 Penalty: 3855.076416
	Iteration 5F: 3 clusters Score -403595.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -403712.593750 Penalty: 3855.076416
	Iteration 6Q: 3 clusters Score -403712.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -403821.000000 Penalty: 3855.076416
	Iteration 7Q: 3 clusters Score -403821 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -403928.531250 Penalty: 3855.076416
	Iteration 8Q: 3 clusters Score -403928.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -404018.125000 Penalty: 3855.076416
	Iteration 9Q: 3 clusters Score -404018.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -404074.937500 Penalty: 3855.076416
	Iteration 10Q: 3 clusters Score -404074.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -404119.375000 Penalty: 3855.076416
	Iteration 11Q: 3 clusters Score -404119.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -404145.593750 Penalty: 3855.076416
	Iteration 12Q: 3 clusters Score -404145.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -404157.875000 Penalty: 3855.076416
	Iteration 13Q: 3 clusters Score -404157.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -404171.156250 Penalty: 3855.076416
	Iteration 14Q: 3 clusters Score -404171.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -404188.093750 Penalty: 3855.076416
	Iteration 15Q: 3 clusters Score -404188.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -404197.218750 Penalty: 3855.076416
	Iteration 16Q: 3 clusters Score -404197.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -404199.156250 Penalty: 3855.076416
	Iteration 17Q: 3 clusters Score -404199.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -404200.000000 Penalty: 3855.076416
	Iteration 18Q: 3 clusters Score -404200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -404201.812500 Penalty: 3855.076416
	Iteration 19Q: 3 clusters Score -404201.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -404204.250000 Penalty: 3855.076416
	Iteration 20F: 3 clusters Score -404204.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -404204.937500 Penalty: 3855.076416
	Iteration 21Q: 3 clusters Score -404204.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -404204.937500 Penalty: 3855.076416
	Iteration 22F: 3 clusters Score -404204.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Entering Unmasked Estep 
Score: -8023252.000000 Penalty: 2650.766846
	Iteration 0F: 2 clusters Score -8023252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -7994320.000000 Penalty: 5301.533691
	Iteration 0F: 3 clusters Score -7994320 nChanged 20119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -8005320.000000 Penalty: 5301.533691
	Iteration 1F: 3 clusters Score -8005320 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -8005764.500000 Penalty: 5301.533691
	Iteration 2Q: 3 clusters Score -8005764 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -8006196.000000 Penalty: 5301.533691
	Iteration 3Q: 3 clusters Score -8006196 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -8006507.500000 Penalty: 5301.533691
	Iteration 4Q: 3 clusters Score -8006508 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -8006881.000000 Penalty: 5301.533691
	Iteration 5Q: 3 clusters Score -8006881 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -8007215.000000 Penalty: 5301.533691
	Iteration 6Q: 3 clusters Score -8007215 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -8007691.000000 Penalty: 5301.533691
	Iteration 7Q: 3 clusters Score -8007691 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -8008275.000000 Penalty: 5301.533691
	Iteration 8Q: 3 clusters Score -8008275 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -8009058.000000 Penalty: 5301.533691
	Iteration 9Q: 3 clusters Score -8009058 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -8010089.000000 Penalty: 5301.533691
	Iteration 10Q: 3 clusters Score -8010089 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -8011439.500000 Penalty: 5301.533691
	Iteration 11Q: 3 clusters Score -8011440 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -8013100.000000 Penalty: 5301.533691
	Iteration 12F: 3 clusters Score -8013100 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -8014733.000000 Penalty: 5301.533691
	Iteration 13F: 3 clusters Score -8014733 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -8015810.000000 Penalty: 5301.533691
	Iteration 14Q: 3 clusters Score -8015810 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -8016373.500000 Penalty: 5301.533691
	Iteration 15Q: 3 clusters Score -8016374 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -8016630.500000 Penalty: 5301.533691
	Iteration 16Q: 3 clusters Score -8016630 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -8016868.000000 Penalty: 5301.533691
	Iteration 17Q: 3 clusters Score -8016868 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -8017094.000000 Penalty: 5301.533691
	Iteration 18Q: 3 clusters Score -8017094 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27018 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -8017366.500000 Penalty: 5301.533691
	Iteration 19Q: 3 clusters Score -8017366 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27626 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -8017629.000000 Penalty: 5301.533691
	Iteration 20F: 3 clusters Score -8017629 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -8017897.500000 Penalty: 5301.533691
	Iteration 21Q: 3 clusters Score -8017898 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -8018184.500000 Penalty: 5301.533691
	Iteration 22Q: 3 clusters Score -8018184 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -8018412.000000 Penalty: 5301.533691
	Iteration 23Q: 3 clusters Score -8018412 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -8018689.500000 Penalty: 5301.533691
	Iteration 24Q: 3 clusters Score -8018690 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -8018890.000000 Penalty: 5301.533691
	Iteration 25Q: 3 clusters Score -8018890 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30950 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -8019081.000000 Penalty: 5301.533691
	Iteration 26Q: 3 clusters Score -8019081 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -8019232.000000 Penalty: 5301.533691
	Iteration 27Q: 3 clusters Score -8019232 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -8019378.500000 Penalty: 5301.533691
	Iteration 28Q: 3 clusters Score -8019378 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -8019539.000000 Penalty: 5301.533691
	Iteration 29Q: 3 clusters Score -8019539 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32851 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -8019619.000000 Penalty: 5301.533691
	Iteration 30Q: 3 clusters Score -8019619 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -8019754.500000 Penalty: 5301.533691
	Iteration 31Q: 3 clusters Score -8019754 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -8019868.500000 Penalty: 5301.533691
	Iteration 32Q: 3 clusters Score -8019868 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -8019946.500000 Penalty: 5301.533691
	Iteration 33Q: 3 clusters Score -8019946 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -8020049.000000 Penalty: 5301.533691
	Iteration 34Q: 3 clusters Score -8020049 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -8020137.000000 Penalty: 5301.533691
	Iteration 35Q: 3 clusters Score -8020137 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -8020229.500000 Penalty: 5301.533691
	Iteration 36Q: 3 clusters Score -8020230 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -8020317.000000 Penalty: 5301.533691
	Iteration 37Q: 3 clusters Score -8020317 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -8020419.500000 Penalty: 5301.533691
	Iteration 38Q: 3 clusters Score -8020420 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -8020504.000000 Penalty: 5301.533691
	Iteration 39Q: 3 clusters Score -8020504 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -8020571.000000 Penalty: 5301.533691
	Iteration 40F: 3 clusters Score -8020571 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -8020645.500000 Penalty: 5301.533691
	Iteration 41Q: 3 clusters Score -8020646 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37287 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -8020714.000000 Penalty: 5301.533691
	Iteration 42Q: 3 clusters Score -8020714 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37552 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -8020768.500000 Penalty: 5301.533691
	Iteration 43Q: 3 clusters Score -8020768 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -8020832.000000 Penalty: 5301.533691
	Iteration 44Q: 3 clusters Score -8020832 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -8020864.500000 Penalty: 5301.533691
	Iteration 45Q: 3 clusters Score -8020864 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -8020899.500000 Penalty: 5301.533691
	Iteration 46Q: 3 clusters Score -8020900 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -8020920.000000 Penalty: 5301.533691
	Iteration 47Q: 3 clusters Score -8020920 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -8020961.000000 Penalty: 5301.533691
	Iteration 48Q: 3 clusters Score -8020961 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38867 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -8020986.000000 Penalty: 5301.533691
	Iteration 49Q: 3 clusters Score -8020986 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39091 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -8021044.500000 Penalty: 5301.533691
	Iteration 50Q: 3 clusters Score -8021044 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39298 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -8021080.000000 Penalty: 5301.533691
	Iteration 51Q: 3 clusters Score -8021080 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -8021154.500000 Penalty: 5301.533691
	Iteration 52Q: 3 clusters Score -8021154 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -8021193.000000 Penalty: 5301.533691
	Iteration 53Q: 3 clusters Score -8021193 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -8021227.500000 Penalty: 5301.533691
	Iteration 54Q: 3 clusters Score -8021228 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40010 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -8021257.000000 Penalty: 5301.533691
	Iteration 55Q: 3 clusters Score -8021257 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -8021291.000000 Penalty: 5301.533691
	Iteration 56Q: 3 clusters Score -8021291 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -8021333.000000 Penalty: 5301.533691
	Iteration 57Q: 3 clusters Score -8021333 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -8021349.500000 Penalty: 5301.533691
	Iteration 58Q: 3 clusters Score -8021350 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40569 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -8021359.000000 Penalty: 5301.533691
	Iteration 59Q: 3 clusters Score -8021359 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -8021389.500000 Penalty: 5301.533691
	Iteration 60F: 3 clusters Score -8021390 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40774 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -8021404.000000 Penalty: 5301.533691
	Iteration 61Q: 3 clusters Score -8021404 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40863 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -8021428.500000 Penalty: 5301.533691
	Iteration 62Q: 3 clusters Score -8021428 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -8021439.000000 Penalty: 5301.533691
	Iteration 63Q: 3 clusters Score -8021439 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -8021491.000000 Penalty: 5301.533691
	Iteration 64Q: 3 clusters Score -8021491 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41094 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -8021492.500000 Penalty: 5301.533691
	Iteration 65Q: 3 clusters Score -8021492 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -8021503.500000 Penalty: 5301.533691
	Iteration 66Q: 3 clusters Score -8021504 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -8021516.000000 Penalty: 5301.533691
	Iteration 67Q: 3 clusters Score -8021516 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -8021531.500000 Penalty: 5301.533691
	Iteration 68Q: 3 clusters Score -8021532 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -8021546.500000 Penalty: 5301.533691
	Iteration 69Q: 3 clusters Score -8021546 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -8021551.000000 Penalty: 5301.533691
	Iteration 70Q: 3 clusters Score -8021551 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -8021558.000000 Penalty: 5301.533691
	Iteration 71Q: 3 clusters Score -8021558 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41442 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -8021563.000000 Penalty: 5301.533691
	Iteration 72Q: 3 clusters Score -8021563 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41478 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -8021560.500000 Penalty: 5301.533691
	Iteration 73Q: 3 clusters Score -8021560 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -8021565.000000 Penalty: 5301.533691
	Iteration 74Q: 3 clusters Score -8021565 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41527 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -8021557.000000 Penalty: 5301.533691
	Iteration 75Q: 3 clusters Score -8021557 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41560 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -8021577.500000 Penalty: 5301.533691
	Iteration 76Q: 3 clusters Score -8021578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -8021571.500000 Penalty: 5301.533691
	Iteration 77Q: 3 clusters Score -8021572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -8021573.000000 Penalty: 5301.533691
	Iteration 78Q: 3 clusters Score -8021573 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -8021570.500000 Penalty: 5301.533691
	Iteration 79Q: 3 clusters Score -8021570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -8021580.000000 Penalty: 5301.533691
	Iteration 80F: 3 clusters Score -8021580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -8021587.500000 Penalty: 5301.533691
	Iteration 81Q: 3 clusters Score -8021588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -8021583.000000 Penalty: 5301.533691
	Iteration 82Q: 3 clusters Score -8021583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -8021599.000000 Penalty: 5301.533691
	Iteration 83Q: 3 clusters Score -8021599 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41669 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -8021592.500000 Penalty: 5301.533691
	Iteration 84Q: 3 clusters Score -8021592 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -8021589.000000 Penalty: 5301.533691
	Iteration 85Q: 3 clusters Score -8021589 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -8021594.500000 Penalty: 5301.533691
	Iteration 86Q: 3 clusters Score -8021594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -8021597.000000 Penalty: 5301.533691
	Iteration 87Q: 3 clusters Score -8021597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41709 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -8021595.500000 Penalty: 5301.533691
	Iteration 88Q: 3 clusters Score -8021596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -8021593.500000 Penalty: 5301.533691
	Iteration 89Q: 3 clusters Score -8021594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -8021590.500000 Penalty: 5301.533691
	Iteration 90Q: 3 clusters Score -8021590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -8021588.000000 Penalty: 5301.533691
	Iteration 91Q: 3 clusters Score -8021588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41733 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -8021585.500000 Penalty: 5301.533691
	Iteration 92Q: 3 clusters Score -8021586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41736 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -8021596.000000 Penalty: 5301.533691
	Iteration 93Q: 3 clusters Score -8021596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -8021588.000000 Penalty: 5301.533691
	Iteration 94Q: 3 clusters Score -8021588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41742 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -8021592.000000 Penalty: 5301.533691
	Iteration 95Q: 3 clusters Score -8021592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -8021593.500000 Penalty: 5301.533691
	Iteration 96Q: 3 clusters Score -8021594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -8021596.000000 Penalty: 5301.533691
	Iteration 97Q: 3 clusters Score -8021596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -8021593.000000 Penalty: 5301.533691
	Iteration 98Q: 3 clusters Score -8021593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -8021599.500000 Penalty: 5301.533691
	Iteration 99Q: 3 clusters Score -8021600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -8021584.000000 Penalty: 5301.533691
	Iteration 100F: 3 clusters Score -8021584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41774 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -8021584.000000 Penalty: 5301.533691
	Iteration 101Q: 3 clusters Score -8021584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -8021588.000000 Penalty: 5301.533691
	Iteration 102Q: 3 clusters Score -8021588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41801 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -8021589.500000 Penalty: 5301.533691
	Iteration 103Q: 3 clusters Score -8021590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41813 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -8021583.000000 Penalty: 5301.533691
	Iteration 104Q: 3 clusters Score -8021583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41821 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -8021591.000000 Penalty: 5301.533691
	Iteration 105Q: 3 clusters Score -8021591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -8021594.000000 Penalty: 5301.533691
	Iteration 106Q: 3 clusters Score -8021594 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -8021591.000000 Penalty: 5301.533691
	Iteration 107Q: 3 clusters Score -8021591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -8021588.500000 Penalty: 5301.533691
	Iteration 108Q: 3 clusters Score -8021588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -8021606.000000 Penalty: 5301.533691
	Iteration 109Q: 3 clusters Score -8021606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41864 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -8021604.000000 Penalty: 5301.533691
	Iteration 110Q: 3 clusters Score -8021604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -8021599.500000 Penalty: 5301.533691
	Iteration 111Q: 3 clusters Score -8021600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41884 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -8021602.500000 Penalty: 5301.533691
	Iteration 112Q: 3 clusters Score -8021602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -8021612.000000 Penalty: 5301.533691
	Iteration 113Q: 3 clusters Score -8021612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -8021622.000000 Penalty: 5301.533691
	Iteration 114Q: 3 clusters Score -8021622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -8021627.000000 Penalty: 5301.533691
	Iteration 115Q: 3 clusters Score -8021627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -8021626.000000 Penalty: 5301.533691
	Iteration 116Q: 3 clusters Score -8021626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -8021620.000000 Penalty: 5301.533691
	Iteration 117Q: 3 clusters Score -8021620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -8021628.500000 Penalty: 5301.533691
	Iteration 118Q: 3 clusters Score -8021628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41934 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -8021618.000000 Penalty: 5301.533691
	Iteration 119Q: 3 clusters Score -8021618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -8021624.000000 Penalty: 5301.533691
	Iteration 120F: 3 clusters Score -8021624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -8021621.000000 Penalty: 5301.533691
	Iteration 121Q: 3 clusters Score -8021621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -8021618.500000 Penalty: 5301.533691
	Iteration 122Q: 3 clusters Score -8021618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -8021620.500000 Penalty: 5301.533691
	Iteration 123Q: 3 clusters Score -8021620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -8021620.500000 Penalty: 5301.533691
	Iteration 124F: 3 clusters Score -8021620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44607 members 
Entering Unmasked Estep 
Score: -8189937.000000 Penalty: 2655.000244
	Iteration 0F: 2 clusters Score -8189937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -8161429.000000 Penalty: 5310.000488
	Iteration 0F: 3 clusters Score -8161429 nChanged 20446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -8172844.000000 Penalty: 5310.000488
	Iteration 1F: 3 clusters Score -8172844 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -8173609.500000 Penalty: 5310.000488
	Iteration 2Q: 3 clusters Score -8173610 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -8174525.500000 Penalty: 5310.000488
	Iteration 3Q: 3 clusters Score -8174526 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -8175593.500000 Penalty: 5310.000488
	Iteration 4Q: 3 clusters Score -8175594 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -8176930.000000 Penalty: 5310.000488
	Iteration 5Q: 3 clusters Score -8176930 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -8178467.500000 Penalty: 5310.000488
	Iteration 6Q: 3 clusters Score -8178468 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 32767 members 
Entering Unmasked Estep 
Score: -8180119.000000 Penalty: 5310.000488
	Iteration 7F: 3 clusters Score -8180119 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -8181825.000000 Penalty: 5310.000488
	Iteration 8F: 3 clusters Score -8181825 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -8183545.500000 Penalty: 5310.000488
	Iteration 9F: 3 clusters Score -8183546 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 39173 members 
Entering Unmasked Estep 
Score: -8185018.000000 Penalty: 5310.000488
	Iteration 10Q: 3 clusters Score -8185018 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -8186124.500000 Penalty: 5310.000488
	Iteration 11Q: 3 clusters Score -8186124 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -8186828.500000 Penalty: 5310.000488
	Iteration 12Q: 3 clusters Score -8186828 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 42916 members 
Entering Unmasked Estep 
Score: -8187247.500000 Penalty: 5310.000488
	Iteration 13Q: 3 clusters Score -8187248 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 43408 members 
Entering Unmasked Estep 
Score: -8187475.500000 Penalty: 5310.000488
	Iteration 14Q: 3 clusters Score -8187476 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 43701 members 
Entering Unmasked Estep 
Score: -8187589.000000 Penalty: 5310.000488
	Iteration 15Q: 3 clusters Score -8187589 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
Score: -8187683.500000 Penalty: 5310.000488
	Iteration 16Q: 3 clusters Score -8187684 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 43968 members 
Entering Unmasked Estep 
Score: -8187718.000000 Penalty: 5310.000488
	Iteration 17Q: 3 clusters Score -8187718 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 44028 members 
Entering Unmasked Estep 
Score: -8187747.000000 Penalty: 5310.000488
	Iteration 18Q: 3 clusters Score -8187747 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 44052 members 
Entering Unmasked Estep 
Score: -8187760.500000 Penalty: 5310.000488
	Iteration 19Q: 3 clusters Score -8187760 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 44077 members 
Entering Unmasked Estep 
Score: -8187787.500000 Penalty: 5310.000488
	Iteration 20F: 3 clusters Score -8187788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 44088 members 
Entering Unmasked Estep 
Score: -8187818.000000 Penalty: 5310.000488
	Iteration 21Q: 3 clusters Score -8187818 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 44098 members 
Entering Unmasked Estep 
Score: -8187830.500000 Penalty: 5310.000488
	Iteration 22Q: 3 clusters Score -8187830 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 44112 members 
Entering Unmasked Estep 
Score: -8187851.000000 Penalty: 5310.000488
	Iteration 23Q: 3 clusters Score -8187851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -8187858.500000 Penalty: 5310.000488
	Iteration 24Q: 3 clusters Score -8187858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 44120 members 
Entering Unmasked Estep 
Score: -8187866.000000 Penalty: 5310.000488
	Iteration 25Q: 3 clusters Score -8187866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 44125 members 
Entering Unmasked Estep 
Score: -8187867.500000 Penalty: 5310.000488
	Iteration 26Q: 3 clusters Score -8187868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 44129 members 
Entering Unmasked Estep 
Score: -8187881.000000 Penalty: 5310.000488
	Iteration 27Q: 3 clusters Score -8187881 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -8187879.000000 Penalty: 5310.000488
	Iteration 28Q: 3 clusters Score -8187879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 44134 members 
Entering Unmasked Estep 
Score: -8187890.500000 Penalty: 5310.000488
	Iteration 29Q: 3 clusters Score -8187890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -8187893.000000 Penalty: 5310.000488
	Iteration 30Q: 3 clusters Score -8187893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -8187889.500000 Penalty: 5310.000488
	Iteration 31Q: 3 clusters Score -8187890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 44135 members 
Entering Unmasked Estep 
Score: -8187888.500000 Penalty: 5310.000488
	Iteration 32Q: 3 clusters Score -8187888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 44137 members 
Entering Unmasked Estep 
Score: -8187886.000000 Penalty: 5310.000488
	Iteration 33Q: 3 clusters Score -8187886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -8187890.500000 Penalty: 5310.000488
	Iteration 34Q: 3 clusters Score -8187890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 44142 members 
Entering Unmasked Estep 
Score: -8187898.000000 Penalty: 5310.000488
	Iteration 35Q: 3 clusters Score -8187898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 44143 members 
Entering Unmasked Estep 
Score: -8187905.500000 Penalty: 5310.000488
	Iteration 36Q: 3 clusters Score -8187906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 44143 members 
Entering Unmasked Estep 
Score: -8187912.500000 Penalty: 5310.000488
	Iteration 37Q: 3 clusters Score -8187912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 44142 members 
Entering Unmasked Estep 
Score: -8187905.000000 Penalty: 5310.000488
	Iteration 38Q: 3 clusters Score -8187905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 44142 members 
Entering Unmasked Estep 
Score: -8187905.000000 Penalty: 5310.000488
	Iteration 39F: 3 clusters Score -8187905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Entering Unmasked Estep 
Score: -8250632.500000 Penalty: 2659.337402
	Iteration 0F: 2 clusters Score -8250632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -8220361.000000 Penalty: 5318.674805
	Iteration 0F: 3 clusters Score -8220361 nChanged 21025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -8232271.500000 Penalty: 5318.674805
	Iteration 1F: 3 clusters Score -8232272 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -8232920.500000 Penalty: 5318.674805
	Iteration 2Q: 3 clusters Score -8232920 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -8233728.500000 Penalty: 5318.674805
	Iteration 3Q: 3 clusters Score -8233728 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -8234800.500000 Penalty: 5318.674805
	Iteration 4Q: 3 clusters Score -8234800 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -8236481.000000 Penalty: 5318.674805
	Iteration 5F: 3 clusters Score -8236481 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 32627 members 
Entering Unmasked Estep 
Score: -8238712.500000 Penalty: 5318.674805
	Iteration 6F: 3 clusters Score -8238712 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -8241473.000000 Penalty: 5318.674805
	Iteration 7F: 3 clusters Score -8241473 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 38339 members 
Entering Unmasked Estep 
Score: -8244166.000000 Penalty: 5318.674805
	Iteration 8F: 3 clusters Score -8244166 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 40148 members 
Entering Unmasked Estep 
Score: -8245995.500000 Penalty: 5318.674805
	Iteration 9Q: 3 clusters Score -8245996 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 41205 members 
Entering Unmasked Estep 
Score: -8247257.000000 Penalty: 5318.674805
	Iteration 10Q: 3 clusters Score -8247257 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -8247975.500000 Penalty: 5318.674805
	Iteration 11Q: 3 clusters Score -8247976 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -8248342.000000 Penalty: 5318.674805
	Iteration 12Q: 3 clusters Score -8248342 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
Score: -8248544.500000 Penalty: 5318.674805
	Iteration 13Q: 3 clusters Score -8248544 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 42615 members 
Entering Unmasked Estep 
Score: -8248627.500000 Penalty: 5318.674805
	Iteration 14Q: 3 clusters Score -8248628 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 42784 members 
Entering Unmasked Estep 
Score: -8248673.500000 Penalty: 5318.674805
	Iteration 15Q: 3 clusters Score -8248674 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -8248729.000000 Penalty: 5318.674805
	Iteration 16Q: 3 clusters Score -8248729 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 43060 members 
Entering Unmasked Estep 
Score: -8248744.000000 Penalty: 5318.674805
	Iteration 17Q: 3 clusters Score -8248744 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 43149 members 
Entering Unmasked Estep 
Score: -8248766.000000 Penalty: 5318.674805
	Iteration 18Q: 3 clusters Score -8248766 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 43215 members 
Entering Unmasked Estep 
Score: -8248763.500000 Penalty: 5318.674805
	Iteration 19Q: 3 clusters Score -8248764 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -8248766.000000 Penalty: 5318.674805
	Iteration 20F: 3 clusters Score -8248766 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
Score: -8248763.000000 Penalty: 5318.674805
	Iteration 21Q: 3 clusters Score -8248763 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 43355 members 
Entering Unmasked Estep 
Score: -8248767.000000 Penalty: 5318.674805
	Iteration 22Q: 3 clusters Score -8248767 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 43402 members 
Entering Unmasked Estep 
Score: -8248758.500000 Penalty: 5318.674805
	Iteration 23Q: 3 clusters Score -8248758 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 43442 members 
Entering Unmasked Estep 
Score: -8248766.500000 Penalty: 5318.674805
	Iteration 24Q: 3 clusters Score -8248766 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -8248771.000000 Penalty: 5318.674805
	Iteration 25Q: 3 clusters Score -8248771 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 43516 members 
Entering Unmasked Estep 
Score: -8248752.500000 Penalty: 5318.674805
	Iteration 26Q: 3 clusters Score -8248752 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -8248763.000000 Penalty: 5318.674805
	Iteration 27Q: 3 clusters Score -8248763 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 43573 members 
Entering Unmasked Estep 
Score: -8248756.000000 Penalty: 5318.674805
	Iteration 28Q: 3 clusters Score -8248756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 43595 members 
Entering Unmasked Estep 
Score: -8248762.000000 Penalty: 5318.674805
	Iteration 29Q: 3 clusters Score -8248762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -8248765.500000 Penalty: 5318.674805
	Iteration 30Q: 3 clusters Score -8248766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 43643 members 
Entering Unmasked Estep 
Score: -8248755.500000 Penalty: 5318.674805
	Iteration 31Q: 3 clusters Score -8248756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 43669 members 
Entering Unmasked Estep 
Score: -8248757.500000 Penalty: 5318.674805
	Iteration 32Q: 3 clusters Score -8248758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 43685 members 
Entering Unmasked Estep 
Score: -8248759.500000 Penalty: 5318.674805
	Iteration 33Q: 3 clusters Score -8248760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 43698 members 
Entering Unmasked Estep 
Score: -8248765.000000 Penalty: 5318.674805
	Iteration 34Q: 3 clusters Score -8248765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 43704 members 
Entering Unmasked Estep 
Score: -8248761.000000 Penalty: 5318.674805
	Iteration 35Q: 3 clusters Score -8248761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 43710 members 
Entering Unmasked Estep 
Score: -8248757.500000 Penalty: 5318.674805
	Iteration 36Q: 3 clusters Score -8248758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 43716 members 
Entering Unmasked Estep 
Score: -8248756.000000 Penalty: 5318.674805
	Iteration 37Q: 3 clusters Score -8248756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -8248759.000000 Penalty: 5318.674805
	Iteration 38Q: 3 clusters Score -8248759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -8248763.000000 Penalty: 5318.674805
	Iteration 39Q: 3 clusters Score -8248763 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -8248765.000000 Penalty: 5318.674805
	Iteration 40F: 3 clusters Score -8248765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 43745 members 
Entering Unmasked Estep 
Score: -8248755.500000 Penalty: 5318.674805
	Iteration 41Q: 3 clusters Score -8248756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 43751 members 
Entering Unmasked Estep 
Score: -8248755.500000 Penalty: 5318.674805
	Iteration 42Q: 3 clusters Score -8248756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -8248754.000000 Penalty: 5318.674805
	Iteration 43Q: 3 clusters Score -8248754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -8248750.500000 Penalty: 5318.674805
	Iteration 44Q: 3 clusters Score -8248750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -8248755.500000 Penalty: 5318.674805
	Iteration 45Q: 3 clusters Score -8248756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 43773 members 
Entering Unmasked Estep 
Score: -8248757.500000 Penalty: 5318.674805
	Iteration 46Q: 3 clusters Score -8248758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -8248749.500000 Penalty: 5318.674805
	Iteration 47Q: 3 clusters Score -8248750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -8248757.500000 Penalty: 5318.674805
	Iteration 48Q: 3 clusters Score -8248758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 43809 members 
Entering Unmasked Estep 
Score: -8248758.000000 Penalty: 5318.674805
	Iteration 49Q: 3 clusters Score -8248758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -8248757.500000 Penalty: 5318.674805
	Iteration 50Q: 3 clusters Score -8248758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -8248759.500000 Penalty: 5318.674805
	Iteration 51Q: 3 clusters Score -8248760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 43843 members 
Entering Unmasked Estep 
Score: -8248768.000000 Penalty: 5318.674805
	Iteration 52Q: 3 clusters Score -8248768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -8248767.000000 Penalty: 5318.674805
	Iteration 53Q: 3 clusters Score -8248767 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -8248758.000000 Penalty: 5318.674805
	Iteration 54Q: 3 clusters Score -8248758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 43866 members 
Entering Unmasked Estep 
Score: -8248771.000000 Penalty: 5318.674805
	Iteration 55Q: 3 clusters Score -8248771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 43876 members 
Entering Unmasked Estep 
Score: -8248758.000000 Penalty: 5318.674805
	Iteration 56Q: 3 clusters Score -8248758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -8248750.500000 Penalty: 5318.674805
	Iteration 57Q: 3 clusters Score -8248750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 43887 members 
Entering Unmasked Estep 
Score: -8248749.000000 Penalty: 5318.674805
	Iteration 58Q: 3 clusters Score -8248749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -8248751.000000 Penalty: 5318.674805
	Iteration 59Q: 3 clusters Score -8248751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -8248743.500000 Penalty: 5318.674805
	Iteration 60F: 3 clusters Score -8248744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 43908 members 
Entering Unmasked Estep 
Score: -8248748.000000 Penalty: 5318.674805
	Iteration 61Q: 3 clusters Score -8248748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 43917 members 
Entering Unmasked Estep 
Score: -8248748.000000 Penalty: 5318.674805
	Iteration 62Q: 3 clusters Score -8248748 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 43923 members 
Entering Unmasked Estep 
Score: -8248748.500000 Penalty: 5318.674805
	Iteration 63Q: 3 clusters Score -8248748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 43931 members 
Entering Unmasked Estep 
Score: -8248751.000000 Penalty: 5318.674805
	Iteration 64Q: 3 clusters Score -8248751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 43933 members 
Entering Unmasked Estep 
Score: -8248754.500000 Penalty: 5318.674805
	Iteration 65Q: 3 clusters Score -8248754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 43933 members 
Entering Unmasked Estep 
Score: -8248754.500000 Penalty: 5318.674805
	Iteration 66F: 3 clusters Score -8248754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -71848.289062 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -71848.29 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 306 members 
Entering Unmasked Estep 
Score: -70332.617188 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -70332.62 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -70826.710938 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -70826.71 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -71083.687500 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -71083.69 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -71278.007812 Penalty: 3216.379150
	Iteration 3F: 3 clusters Score -71278.01 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -71472.125000 Penalty: 3216.379150
	Iteration 4F: 3 clusters Score -71472.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -71581.625000 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -71581.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -71642.835938 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -71642.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -71655.625000 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -71655.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -71659.335938 Penalty: 3216.379150
	Iteration 8Q: 3 clusters Score -71659.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -71663.632812 Penalty: 3216.379150
	Iteration 9Q: 3 clusters Score -71663.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -71673.914062 Penalty: 3216.379150
	Iteration 10Q: 3 clusters Score -71673.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -71686.992188 Penalty: 3216.379150
	Iteration 11Q: 3 clusters Score -71686.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -71699.218750 Penalty: 3216.379150
	Iteration 12Q: 3 clusters Score -71699.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -71710.296875 Penalty: 3216.379150
	Iteration 13Q: 3 clusters Score -71710.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -71714.226562 Penalty: 3216.379150
	Iteration 14Q: 3 clusters Score -71714.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -71722.289062 Penalty: 3216.379150
	Iteration 15F: 3 clusters Score -71722.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -71762.320312 Penalty: 3216.379150
	Iteration 16Q: 3 clusters Score -71762.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -71768.976562 Penalty: 3216.379150
	Iteration 17Q: 3 clusters Score -71768.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -71774.742188 Penalty: 3216.379150
	Iteration 18Q: 3 clusters Score -71774.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -71790.812500 Penalty: 3216.379150
	Iteration 19Q: 3 clusters Score -71790.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -71796.203125 Penalty: 3216.379150
	Iteration 20F: 3 clusters Score -71796.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (43344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Entering Unmasked Estep 
Score: -7866146.000000 Penalty: 2647.877197
	Iteration 0F: 2 clusters Score -7866146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -7837254.500000 Penalty: 5295.754395
	Iteration 0F: 3 clusters Score -7837254 nChanged 19965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -7848231.500000 Penalty: 5295.754395
	Iteration 1F: 3 clusters Score -7848232 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -7848712.500000 Penalty: 5295.754395
	Iteration 2Q: 3 clusters Score -7848712 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -7849103.000000 Penalty: 5295.754395
	Iteration 3Q: 3 clusters Score -7849103 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -7849419.000000 Penalty: 5295.754395
	Iteration 4Q: 3 clusters Score -7849419 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -7849870.500000 Penalty: 5295.754395
	Iteration 5Q: 3 clusters Score -7849870 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -7850458.500000 Penalty: 5295.754395
	Iteration 6Q: 3 clusters Score -7850458 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -7851334.000000 Penalty: 5295.754395
	Iteration 7Q: 3 clusters Score -7851334 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 29587 members 
Entering Unmasked Estep 
Score: -7852772.500000 Penalty: 5295.754395
	Iteration 8F: 3 clusters Score -7852772 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -7854895.000000 Penalty: 5295.754395
	Iteration 9F: 3 clusters Score -7854895 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 35396 members 
Entering Unmasked Estep 
Score: -7857444.000000 Penalty: 5295.754395
	Iteration 10F: 3 clusters Score -7857444 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 38079 members 
Entering Unmasked Estep 
Score: -7859793.500000 Penalty: 5295.754395
	Iteration 11F: 3 clusters Score -7859794 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 40139 members 
Entering Unmasked Estep 
Score: -7861541.500000 Penalty: 5295.754395
	Iteration 12Q: 3 clusters Score -7861542 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 41454 members 
Entering Unmasked Estep 
Score: -7862594.500000 Penalty: 5295.754395
	Iteration 13Q: 3 clusters Score -7862594 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
Score: -7863209.500000 Penalty: 5295.754395
	Iteration 14Q: 3 clusters Score -7863210 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 42643 members 
Entering Unmasked Estep 
Score: -7863525.000000 Penalty: 5295.754395
	Iteration 15Q: 3 clusters Score -7863525 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 42804 members 
Entering Unmasked Estep 
Score: -7863673.500000 Penalty: 5295.754395
	Iteration 16Q: 3 clusters Score -7863674 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 42891 members 
Entering Unmasked Estep 
Score: -7863766.000000 Penalty: 5295.754395
	Iteration 17Q: 3 clusters Score -7863766 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 42937 members 
Entering Unmasked Estep 
Score: -7863804.000000 Penalty: 5295.754395
	Iteration 18Q: 3 clusters Score -7863804 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -7863862.500000 Penalty: 5295.754395
	Iteration 19Q: 3 clusters Score -7863862 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 42990 members 
Entering Unmasked Estep 
Score: -7863880.000000 Penalty: 5295.754395
	Iteration 20F: 3 clusters Score -7863880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 43003 members 
Entering Unmasked Estep 
Score: -7863911.500000 Penalty: 5295.754395
	Iteration 21Q: 3 clusters Score -7863912 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -7863919.500000 Penalty: 5295.754395
	Iteration 22Q: 3 clusters Score -7863920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -7863931.500000 Penalty: 5295.754395
	Iteration 23Q: 3 clusters Score -7863932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 43035 members 
Entering Unmasked Estep 
Score: -7863948.000000 Penalty: 5295.754395
	Iteration 24Q: 3 clusters Score -7863948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -7863950.000000 Penalty: 5295.754395
	Iteration 25Q: 3 clusters Score -7863950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 43041 members 
Entering Unmasked Estep 
Score: -7863948.000000 Penalty: 5295.754395
	Iteration 26Q: 3 clusters Score -7863948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 43042 members 
Entering Unmasked Estep 
Score: -7863960.500000 Penalty: 5295.754395
	Iteration 27Q: 3 clusters Score -7863960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 43042 members 
Entering Unmasked Estep 
Score: -7863960.500000 Penalty: 5295.754395
	Iteration 28F: 3 clusters Score -7863960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -209014.781250 Penalty: 1776.850708
	Iteration 0F: 2 clusters Score -209014.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -206928.359375 Penalty: 3553.701416
	Iteration 0F: 3 clusters Score -206928.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -207395.218750 Penalty: 3553.701416
	Iteration 1F: 3 clusters Score -207395.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -207643.281250 Penalty: 3553.701416
	Iteration 2F: 3 clusters Score -207643.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -207816.687500 Penalty: 3553.701416
	Iteration 3F: 3 clusters Score -207816.7 nChanged 62
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: -207923.609375 Penalty: 3553.701416
	Iteration 4Q: 3 clusters Score -207923.6 nChanged 40
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: -207992.562500 Penalty: 3553.701416
	Iteration 5Q: 3 clusters Score -207992.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -208052.484375 Penalty: 3553.701416
	Iteration 6Q: 3 clusters Score -208052.5 nChanged 28
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: -208092.531250 Penalty: 3553.701416
	Iteration 7Q: 3 clusters Score -208092.5 nChanged 22
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: -208128.859375 Penalty: 3553.701416
	Iteration 8Q: 3 clusters Score -208128.9 nChanged 23
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: -208162.062500 Penalty: 3553.701416
	Iteration 9Q: 3 clusters Score -208162.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -208184.109375 Penalty: 3553.701416
	Iteration 10Q: 3 clusters Score -208184.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -208204.062500 Penalty: 3553.701416
	Iteration 11Q: 3 clusters Score -208204.1 nChanged 9
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: -208209.781250 Penalty: 3553.701416
	Iteration 12Q: 3 clusters Score -208209.8 nChanged 2
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: -208213.687500 Penalty: 3553.701416
	Iteration 13Q: 3 clusters Score -208213.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -208216.484375 Penalty: 3553.701416
	Iteration 14Q: 3 clusters Score -208216.5 nChanged 2
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: -208219.359375 Penalty: 3553.701416
	Iteration 15Q: 3 clusters Score -208219.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -208221.656250 Penalty: 3553.701416
	Iteration 16Q: 3 clusters Score -208221.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -208224.859375 Penalty: 3553.701416
	Iteration 17Q: 3 clusters Score -208224.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -208225.843750 Penalty: 3553.701416
	Iteration 18Q: 3 clusters Score -208225.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -208225.843750 Penalty: 3553.701416
	Iteration 19F: 3 clusters Score -208225.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -101280.351562 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -101280.4 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: -99666.968750 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -99666.97 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -99845.726562 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -99845.73 nChanged 31
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: -99902.437500 Penalty: 3158.620605
	Iteration 2F: 3 clusters Score -99902.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -99931.171875 Penalty: 3158.620605
	Iteration 3Q: 3 clusters Score -99931.17 nChanged 6
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: -99939.218750 Penalty: 3158.620605
	Iteration 4Q: 3 clusters Score -99939.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -99943.835938 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -99943.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -99946.125000 Penalty: 3158.620605
	Iteration 6Q: 3 clusters Score -99946.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -99946.125000 Penalty: 3158.620605
	Iteration 7F: 3 clusters Score -99946.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Entering Unmasked Estep 
Score: -97224.460938 Penalty: 1622.533081
	Iteration 0F: 2 clusters Score -97224.46 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 342 members 
Entering Unmasked Estep 
Score: -95595.125000 Penalty: 3245.066162
	Iteration 0F: 3 clusters Score -95595.12 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -96044.828125 Penalty: 3245.066162
	Iteration 1F: 3 clusters Score -96044.83 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -96349.843750 Penalty: 3245.066162
	Iteration 2F: 3 clusters Score -96349.84 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -96531.328125 Penalty: 3245.066162
	Iteration 3F: 3 clusters Score -96531.33 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -96693.375000 Penalty: 3245.066162
	Iteration 4Q: 3 clusters Score -96693.38 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -96766.562500 Penalty: 3245.066162
	Iteration 5Q: 3 clusters Score -96766.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -96797.343750 Penalty: 3245.066162
	Iteration 6Q: 3 clusters Score -96797.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -96822.656250 Penalty: 3245.066162
	Iteration 7Q: 3 clusters Score -96822.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -96852.742188 Penalty: 3245.066162
	Iteration 8Q: 3 clusters Score -96852.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -96870.648438 Penalty: 3245.066162
	Iteration 9Q: 3 clusters Score -96870.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -96891.578125 Penalty: 3245.066162
	Iteration 10Q: 3 clusters Score -96891.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -96912.929688 Penalty: 3245.066162
	Iteration 11Q: 3 clusters Score -96912.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -96956.640625 Penalty: 3245.066162
	Iteration 12Q: 3 clusters Score -96956.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -96976.140625 Penalty: 3245.066162
	Iteration 13Q: 3 clusters Score -96976.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -97000.765625 Penalty: 3245.066162
	Iteration 14Q: 3 clusters Score -97000.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -97016.218750 Penalty: 3245.066162
	Iteration 15Q: 3 clusters Score -97016.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -97020.960938 Penalty: 3245.066162
	Iteration 16Q: 3 clusters Score -97020.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -97024.406250 Penalty: 3245.066162
	Iteration 17Q: 3 clusters Score -97024.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -97024.992188 Penalty: 3245.066162
	Iteration 18Q: 3 clusters Score -97024.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -97024.992188 Penalty: 3245.066162
	Iteration 19F: 3 clusters Score -97024.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -102810.843750 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -102810.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -101216.398438 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -101216.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -101421.710938 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -101421.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -101530.007812 Penalty: 3169.559326
	Iteration 2F: 3 clusters Score -101530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -101570.125000 Penalty: 3169.559326
	Iteration 3Q: 3 clusters Score -101570.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -101589.390625 Penalty: 3169.559326
	Iteration 4Q: 3 clusters Score -101589.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -101600.609375 Penalty: 3169.559326
	Iteration 5Q: 3 clusters Score -101600.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -101613.398438 Penalty: 3169.559326
	Iteration 6Q: 3 clusters Score -101613.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -101618.421875 Penalty: 3169.559326
	Iteration 7Q: 3 clusters Score -101618.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -101621.507812 Penalty: 3169.559326
	Iteration 8Q: 3 clusters Score -101621.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -101622.906250 Penalty: 3169.559326
	Iteration 9Q: 3 clusters Score -101622.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -101623.773438 Penalty: 3169.559326
	Iteration 10Q: 3 clusters Score -101623.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -101624.820312 Penalty: 3169.559326
	Iteration 11Q: 3 clusters Score -101624.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -101625.898438 Penalty: 3169.559326
	Iteration 12Q: 3 clusters Score -101625.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -101625.898438 Penalty: 3169.559326
	Iteration 13F: 3 clusters Score -101625.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Entering Unmasked Estep 
Score: -104498.070312 Penalty: 1641.778198
	Iteration 0F: 2 clusters Score -104498.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -102945.664062 Penalty: 3283.556396
	Iteration 0F: 3 clusters Score -102945.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -103594.179688 Penalty: 3283.556396
	Iteration 1F: 3 clusters Score -103594.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -104104.703125 Penalty: 3283.556396
	Iteration 2F: 3 clusters Score -104104.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -104404.101562 Penalty: 3283.556396
	Iteration 3F: 3 clusters Score -104404.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -104629.851562 Penalty: 3283.556396
	Iteration 4Q: 3 clusters Score -104629.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -104718.234375 Penalty: 3283.556396
	Iteration 5Q: 3 clusters Score -104718.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -104814.351562 Penalty: 3283.556396
	Iteration 6Q: 3 clusters Score -104814.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -104888.867188 Penalty: 3283.556396
	Iteration 7Q: 3 clusters Score -104888.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -104914.343750 Penalty: 3283.556396
	Iteration 8Q: 3 clusters Score -104914.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -104939.140625 Penalty: 3283.556396
	Iteration 9Q: 3 clusters Score -104939.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -104958.265625 Penalty: 3283.556396
	Iteration 10Q: 3 clusters Score -104958.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -104970.375000 Penalty: 3283.556396
	Iteration 11Q: 3 clusters Score -104970.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -104973.421875 Penalty: 3283.556396
	Iteration 12Q: 3 clusters Score -104973.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -104975.140625 Penalty: 3283.556396
	Iteration 13Q: 3 clusters Score -104975.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -104975.687500 Penalty: 3283.556396
	Iteration 14F: 3 clusters Score -104975.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -104984.781250 Penalty: 3283.556396
	Iteration 15Q: 3 clusters Score -104984.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -104984.781250 Penalty: 3283.556396
	Iteration 16F: 3 clusters Score -104984.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43852 members 
Mstep: Class 5 contains 44607 members 
Mstep: Class 6 contains 45394 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43344 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 294 members 
Mstep: Class 14 contains 43451 members 
Mstep: Class 15 contains 44098 members 
Mstep: Class 16 contains 25693 members 
Mstep: Class 17 contains 38563 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46922 members 
Mstep: Class 20 contains 49021 members 
Mstep: Class 21 contains 456 members 
Mstep: Class 22 contains 47127 members 
Mstep: Class 23 contains 50101 members 
Mstep: Class 24 contains 43310 members 
Entering Unmasked Estep 
Score: -111215920.000000 Penalty: 79364.328125
Splitting cluster 13 changes total score from -111217032.000000 to -111215920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (43451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Entering Unmasked Estep 
Score: -7943405.500000 Penalty: 2648.488525
	Iteration 0F: 2 clusters Score -7943406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -7914774.000000 Penalty: 5296.977051
	Iteration 0F: 3 clusters Score -7914774 nChanged 19891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -7926141.500000 Penalty: 5296.977051
	Iteration 1F: 3 clusters Score -7926142 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -7927403.500000 Penalty: 5296.977051
	Iteration 2F: 3 clusters Score -7927404 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -7929318.500000 Penalty: 5296.977051
	Iteration 3F: 3 clusters Score -7929318 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -7932012.500000 Penalty: 5296.977051
	Iteration 4F: 3 clusters Score -7932012 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -7934965.500000 Penalty: 5296.977051
	Iteration 5F: 3 clusters Score -7934966 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -7937717.500000 Penalty: 5296.977051
	Iteration 6F: 3 clusters Score -7937718 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -7939680.500000 Penalty: 5296.977051
	Iteration 7F: 3 clusters Score -7939680 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -7940907.500000 Penalty: 5296.977051
	Iteration 8Q: 3 clusters Score -7940908 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -7941615.000000 Penalty: 5296.977051
	Iteration 9Q: 3 clusters Score -7941615 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -7942012.500000 Penalty: 5296.977051
	Iteration 10Q: 3 clusters Score -7942012 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -7942235.000000 Penalty: 5296.977051
	Iteration 11Q: 3 clusters Score -7942235 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34212 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -7942373.500000 Penalty: 5296.977051
	Iteration 12Q: 3 clusters Score -7942374 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34468 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -7942457.500000 Penalty: 5296.977051
	Iteration 13Q: 3 clusters Score -7942458 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34699 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -7942539.000000 Penalty: 5296.977051
	Iteration 14Q: 3 clusters Score -7942539 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34898 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -7942591.500000 Penalty: 5296.977051
	Iteration 15Q: 3 clusters Score -7942592 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -7942624.500000 Penalty: 5296.977051
	Iteration 16Q: 3 clusters Score -7942624 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -7942680.000000 Penalty: 5296.977051
	Iteration 17Q: 3 clusters Score -7942680 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35420 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -7942683.000000 Penalty: 5296.977051
	Iteration 18Q: 3 clusters Score -7942683 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -7942751.000000 Penalty: 5296.977051
	Iteration 19Q: 3 clusters Score -7942751 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -7942756.500000 Penalty: 5296.977051
	Iteration 20F: 3 clusters Score -7942756 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -7942773.500000 Penalty: 5296.977051
	Iteration 21Q: 3 clusters Score -7942774 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -7942810.000000 Penalty: 5296.977051
	Iteration 22Q: 3 clusters Score -7942810 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36216 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -7942823.000000 Penalty: 5296.977051
	Iteration 23Q: 3 clusters Score -7942823 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -7942851.000000 Penalty: 5296.977051
	Iteration 24Q: 3 clusters Score -7942851 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -7942858.000000 Penalty: 5296.977051
	Iteration 25Q: 3 clusters Score -7942858 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -7942874.000000 Penalty: 5296.977051
	Iteration 26Q: 3 clusters Score -7942874 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36678 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -7942886.500000 Penalty: 5296.977051
	Iteration 27Q: 3 clusters Score -7942886 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -7942913.500000 Penalty: 5296.977051
	Iteration 28Q: 3 clusters Score -7942914 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -7942921.000000 Penalty: 5296.977051
	Iteration 29Q: 3 clusters Score -7942921 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -7942930.000000 Penalty: 5296.977051
	Iteration 30Q: 3 clusters Score -7942930 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37046 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -7942949.500000 Penalty: 5296.977051
	Iteration 31Q: 3 clusters Score -7942950 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37141 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -7942939.000000 Penalty: 5296.977051
	Iteration 32Q: 3 clusters Score -7942939 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37225 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -7942963.000000 Penalty: 5296.977051
	Iteration 33Q: 3 clusters Score -7942963 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -7942968.500000 Penalty: 5296.977051
	Iteration 34Q: 3 clusters Score -7942968 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -7942964.500000 Penalty: 5296.977051
	Iteration 35Q: 3 clusters Score -7942964 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37460 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -7942955.000000 Penalty: 5296.977051
	Iteration 36Q: 3 clusters Score -7942955 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -7942972.000000 Penalty: 5296.977051
	Iteration 37Q: 3 clusters Score -7942972 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -7942974.500000 Penalty: 5296.977051
	Iteration 38Q: 3 clusters Score -7942974 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -7942975.000000 Penalty: 5296.977051
	Iteration 39Q: 3 clusters Score -7942975 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37715 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -7942980.500000 Penalty: 5296.977051
	Iteration 40F: 3 clusters Score -7942980 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -7942988.500000 Penalty: 5296.977051
	Iteration 41Q: 3 clusters Score -7942988 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37863 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -7942988.500000 Penalty: 5296.977051
	Iteration 42Q: 3 clusters Score -7942988 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -7942999.000000 Penalty: 5296.977051
	Iteration 43Q: 3 clusters Score -7942999 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -7943008.500000 Penalty: 5296.977051
	Iteration 44Q: 3 clusters Score -7943008 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -7942999.500000 Penalty: 5296.977051
	Iteration 45Q: 3 clusters Score -7943000 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38118 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -7942998.500000 Penalty: 5296.977051
	Iteration 46Q: 3 clusters Score -7942998 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38175 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -7943017.000000 Penalty: 5296.977051
	Iteration 47Q: 3 clusters Score -7943017 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38223 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -7943013.000000 Penalty: 5296.977051
	Iteration 48Q: 3 clusters Score -7943013 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -7943018.000000 Penalty: 5296.977051
	Iteration 49Q: 3 clusters Score -7943018 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -7943007.500000 Penalty: 5296.977051
	Iteration 50Q: 3 clusters Score -7943008 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -7943018.000000 Penalty: 5296.977051
	Iteration 51Q: 3 clusters Score -7943018 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38393 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -7943024.000000 Penalty: 5296.977051
	Iteration 52Q: 3 clusters Score -7943024 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38437 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -7943028.500000 Penalty: 5296.977051
	Iteration 53Q: 3 clusters Score -7943028 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -7943023.500000 Penalty: 5296.977051
	Iteration 54Q: 3 clusters Score -7943024 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -7943021.500000 Penalty: 5296.977051
	Iteration 55Q: 3 clusters Score -7943022 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38559 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -7943033.500000 Penalty: 5296.977051
	Iteration 56Q: 3 clusters Score -7943034 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -7943023.000000 Penalty: 5296.977051
	Iteration 57Q: 3 clusters Score -7943023 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38646 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -7943022.500000 Penalty: 5296.977051
	Iteration 58Q: 3 clusters Score -7943022 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -7943035.000000 Penalty: 5296.977051
	Iteration 59Q: 3 clusters Score -7943035 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38714 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -7943027.000000 Penalty: 5296.977051
	Iteration 60F: 3 clusters Score -7943027 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38748 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -7943032.500000 Penalty: 5296.977051
	Iteration 61Q: 3 clusters Score -7943032 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -7943030.000000 Penalty: 5296.977051
	Iteration 62Q: 3 clusters Score -7943030 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38822 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -7943031.000000 Penalty: 5296.977051
	Iteration 63Q: 3 clusters Score -7943031 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38849 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -7943028.500000 Penalty: 5296.977051
	Iteration 64Q: 3 clusters Score -7943028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38875 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -7943019.500000 Penalty: 5296.977051
	Iteration 65Q: 3 clusters Score -7943020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38901 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -7943022.000000 Penalty: 5296.977051
	Iteration 66Q: 3 clusters Score -7943022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -7943014.000000 Penalty: 5296.977051
	Iteration 67Q: 3 clusters Score -7943014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -7943019.000000 Penalty: 5296.977051
	Iteration 68Q: 3 clusters Score -7943019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38959 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -7943024.000000 Penalty: 5296.977051
	Iteration 69Q: 3 clusters Score -7943024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -7943025.000000 Penalty: 5296.977051
	Iteration 70Q: 3 clusters Score -7943025 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -7943031.000000 Penalty: 5296.977051
	Iteration 71Q: 3 clusters Score -7943031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39027 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -7943040.000000 Penalty: 5296.977051
	Iteration 72Q: 3 clusters Score -7943040 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39050 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -7943041.000000 Penalty: 5296.977051
	Iteration 73Q: 3 clusters Score -7943041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -7943038.500000 Penalty: 5296.977051
	Iteration 74Q: 3 clusters Score -7943038 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -7943042.000000 Penalty: 5296.977051
	Iteration 75Q: 3 clusters Score -7943042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -7943042.500000 Penalty: 5296.977051
	Iteration 76Q: 3 clusters Score -7943042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39141 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -7943053.500000 Penalty: 5296.977051
	Iteration 77Q: 3 clusters Score -7943054 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39161 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -7943047.000000 Penalty: 5296.977051
	Iteration 78Q: 3 clusters Score -7943047 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39178 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -7943028.500000 Penalty: 5296.977051
	Iteration 79Q: 3 clusters Score -7943028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39193 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -7943034.500000 Penalty: 5296.977051
	Iteration 80F: 3 clusters Score -7943034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39207 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -7943027.000000 Penalty: 5296.977051
	Iteration 81Q: 3 clusters Score -7943027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39216 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -7943035.500000 Penalty: 5296.977051
	Iteration 82Q: 3 clusters Score -7943036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39227 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -7943038.500000 Penalty: 5296.977051
	Iteration 83Q: 3 clusters Score -7943038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -7943037.500000 Penalty: 5296.977051
	Iteration 84Q: 3 clusters Score -7943038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39262 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -7943052.000000 Penalty: 5296.977051
	Iteration 85Q: 3 clusters Score -7943052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -7943064.500000 Penalty: 5296.977051
	Iteration 86Q: 3 clusters Score -7943064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -7943054.500000 Penalty: 5296.977051
	Iteration 87Q: 3 clusters Score -7943054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -7943050.000000 Penalty: 5296.977051
	Iteration 88Q: 3 clusters Score -7943050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39320 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -7943048.000000 Penalty: 5296.977051
	Iteration 89Q: 3 clusters Score -7943048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39342 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -7943051.500000 Penalty: 5296.977051
	Iteration 90Q: 3 clusters Score -7943052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -7943050.000000 Penalty: 5296.977051
	Iteration 91Q: 3 clusters Score -7943050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -7943036.500000 Penalty: 5296.977051
	Iteration 92Q: 3 clusters Score -7943036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -7943032.500000 Penalty: 5296.977051
	Iteration 93Q: 3 clusters Score -7943032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -7943036.000000 Penalty: 5296.977051
	Iteration 94Q: 3 clusters Score -7943036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39404 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -7943036.000000 Penalty: 5296.977051
	Iteration 95Q: 3 clusters Score -7943036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39407 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -7943034.500000 Penalty: 5296.977051
	Iteration 96Q: 3 clusters Score -7943034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39411 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -7943035.500000 Penalty: 5296.977051
	Iteration 97Q: 3 clusters Score -7943036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -7943028.000000 Penalty: 5296.977051
	Iteration 98Q: 3 clusters Score -7943028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39413 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -7943028.000000 Penalty: 5296.977051
	Iteration 99F: 3 clusters Score -7943028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Entering Unmasked Estep 
Score: -8152633.000000 Penalty: 2652.154053
	Iteration 0F: 2 clusters Score -8152633 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -8124000.500000 Penalty: 5304.308105
	Iteration 0F: 3 clusters Score -8124000 nChanged 20303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -8135653.500000 Penalty: 5304.308105
	Iteration 1F: 3 clusters Score -8135654 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -8136389.500000 Penalty: 5304.308105
	Iteration 2Q: 3 clusters Score -8136390 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -8137163.500000 Penalty: 5304.308105
	Iteration 3Q: 3 clusters Score -8137164 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -8138111.000000 Penalty: 5304.308105
	Iteration 4Q: 3 clusters Score -8138111 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -8139337.000000 Penalty: 5304.308105
	Iteration 5F: 3 clusters Score -8139337 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -8140986.000000 Penalty: 5304.308105
	Iteration 6F: 3 clusters Score -8140986 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25334 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -8143214.000000 Penalty: 5304.308105
	Iteration 7F: 3 clusters Score -8143214 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -8145484.000000 Penalty: 5304.308105
	Iteration 8F: 3 clusters Score -8145484 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -8147038.500000 Penalty: 5304.308105
	Iteration 9F: 3 clusters Score -8147038 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -8147735.500000 Penalty: 5304.308105
	Iteration 10Q: 3 clusters Score -8147736 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -8147991.000000 Penalty: 5304.308105
	Iteration 11Q: 3 clusters Score -8147991 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -8148255.000000 Penalty: 5304.308105
	Iteration 12Q: 3 clusters Score -8148255 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -8148461.500000 Penalty: 5304.308105
	Iteration 13Q: 3 clusters Score -8148462 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -8148653.000000 Penalty: 5304.308105
	Iteration 14Q: 3 clusters Score -8148653 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -8148866.000000 Penalty: 5304.308105
	Iteration 15Q: 3 clusters Score -8148866 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -8149080.000000 Penalty: 5304.308105
	Iteration 16Q: 3 clusters Score -8149080 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -8149280.000000 Penalty: 5304.308105
	Iteration 17Q: 3 clusters Score -8149280 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -8149416.000000 Penalty: 5304.308105
	Iteration 18Q: 3 clusters Score -8149416 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -8149496.500000 Penalty: 5304.308105
	Iteration 19Q: 3 clusters Score -8149496 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -8149570.500000 Penalty: 5304.308105
	Iteration 20F: 3 clusters Score -8149570 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -8149679.000000 Penalty: 5304.308105
	Iteration 21Q: 3 clusters Score -8149679 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -8149732.500000 Penalty: 5304.308105
	Iteration 22Q: 3 clusters Score -8149732 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -8149811.000000 Penalty: 5304.308105
	Iteration 23Q: 3 clusters Score -8149811 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 12318 members 
Entering Unmasked Estep 
Score: -8149885.500000 Penalty: 5304.308105
	Iteration 24Q: 3 clusters Score -8149886 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -8149916.500000 Penalty: 5304.308105
	Iteration 25Q: 3 clusters Score -8149916 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -8149945.000000 Penalty: 5304.308105
	Iteration 26Q: 3 clusters Score -8149945 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -8149961.000000 Penalty: 5304.308105
	Iteration 27Q: 3 clusters Score -8149961 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -8149953.500000 Penalty: 5304.308105
	Iteration 28Q: 3 clusters Score -8149954 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32651 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -8149975.500000 Penalty: 5304.308105
	Iteration 29Q: 3 clusters Score -8149976 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32783 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -8149993.000000 Penalty: 5304.308105
	Iteration 30Q: 3 clusters Score -8149993 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -8150024.500000 Penalty: 5304.308105
	Iteration 31Q: 3 clusters Score -8150024 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -8150013.000000 Penalty: 5304.308105
	Iteration 32Q: 3 clusters Score -8150013 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -8150037.000000 Penalty: 5304.308105
	Iteration 33Q: 3 clusters Score -8150037 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33256 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -8150049.000000 Penalty: 5304.308105
	Iteration 34Q: 3 clusters Score -8150049 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33396 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -8150052.500000 Penalty: 5304.308105
	Iteration 35Q: 3 clusters Score -8150052 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -8150085.000000 Penalty: 5304.308105
	Iteration 36Q: 3 clusters Score -8150085 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -8150071.500000 Penalty: 5304.308105
	Iteration 37Q: 3 clusters Score -8150072 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -8150093.500000 Penalty: 5304.308105
	Iteration 38Q: 3 clusters Score -8150094 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -8150109.000000 Penalty: 5304.308105
	Iteration 39Q: 3 clusters Score -8150109 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34010 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -8150126.500000 Penalty: 5304.308105
	Iteration 40F: 3 clusters Score -8150126 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34134 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -8150130.500000 Penalty: 5304.308105
	Iteration 41Q: 3 clusters Score -8150130 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -8150158.000000 Penalty: 5304.308105
	Iteration 42Q: 3 clusters Score -8150158 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34398 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -8150204.500000 Penalty: 5304.308105
	Iteration 43Q: 3 clusters Score -8150204 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -8150215.000000 Penalty: 5304.308105
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8150222 nChanged 150
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Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8150299 nChanged 134
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Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8150310 nChanged 138
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Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8150343 nChanged 117
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Mstep: Class 1 contains 35372 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8150345 nChanged 113
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Mstep: Class 2 contains 8613 members 
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	Iteration 51Q: 3 clusters Score -8150356 nChanged 107
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	Iteration 52Q: 3 clusters Score -8150372 nChanged 121
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Entering Unmasked Estep 
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Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8150422 nChanged 131
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Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8150445 nChanged 117
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Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8150486 nChanged 101
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8150481 nChanged 87
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8150503 nChanged 76
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Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8150518 nChanged 77
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Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8150524 nChanged 63
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Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8150528 nChanged 53
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Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8150552 nChanged 63
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	Iteration 64Q: 3 clusters Score -8150560 nChanged 45
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8150568 nChanged 43
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Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8150572 nChanged 32
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8150577 nChanged 34
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8150602 nChanged 35
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	Iteration 69Q: 3 clusters Score -8150599 nChanged 37
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8150592 nChanged 46
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8150593 nChanged 52
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8150670 nChanged 46
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	Iteration 82Q: 3 clusters Score -8150685 nChanged 56
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	Iteration 84Q: 3 clusters Score -8150700 nChanged 50
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	Iteration 86Q: 3 clusters Score -8150722 nChanged 35
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	Iteration 87Q: 3 clusters Score -8150718 nChanged 33
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	Iteration 88Q: 3 clusters Score -8150722 nChanged 32
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	Iteration 89Q: 3 clusters Score -8150730 nChanged 25
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	Iteration 90Q: 3 clusters Score -8150728 nChanged 30
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	Iteration 91Q: 3 clusters Score -8150738 nChanged 25
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	Iteration 92Q: 3 clusters Score -8150733 nChanged 22
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	Iteration 93Q: 3 clusters Score -8150735 nChanged 21
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	Iteration 94Q: 3 clusters Score -8150727 nChanged 17
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	Iteration 95Q: 3 clusters Score -8150741 nChanged 15
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	Iteration 96Q: 3 clusters Score -8150732 nChanged 18
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	Iteration 97Q: 3 clusters Score -8150734 nChanged 14
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	Iteration 98Q: 3 clusters Score -8150747 nChanged 16
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	Iteration 99Q: 3 clusters Score -8150744 nChanged 18
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	Iteration 100F: 3 clusters Score -8150744 nChanged 16
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	Iteration 101Q: 3 clusters Score -8150744 nChanged 19
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	Iteration 102Q: 3 clusters Score -8150736 nChanged 18
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	Iteration 104Q: 3 clusters Score -8150754 nChanged 16
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	Iteration 105Q: 3 clusters Score -8150745 nChanged 16
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	Iteration 106Q: 3 clusters Score -8150742 nChanged 15
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	Iteration 107Q: 3 clusters Score -8150738 nChanged 11
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	Iteration 108Q: 3 clusters Score -8150736 nChanged 8
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	Iteration 109Q: 3 clusters Score -8150729 nChanged 7
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	Iteration 110Q: 3 clusters Score -8150728 nChanged 5
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	Iteration 111Q: 3 clusters Score -8150726 nChanged 7
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	Iteration 112Q: 3 clusters Score -8150718 nChanged 10
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	Iteration 113Q: 3 clusters Score -8150716 nChanged 11
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	Iteration 114Q: 3 clusters Score -8150720 nChanged 12
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	Iteration 115Q: 3 clusters Score -8150722 nChanged 13
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	Iteration 116Q: 3 clusters Score -8150718 nChanged 15
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	Iteration 117Q: 3 clusters Score -8150726 nChanged 19
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	Iteration 118Q: 3 clusters Score -8150728 nChanged 20
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	Iteration 119Q: 3 clusters Score -8150729 nChanged 17
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	Iteration 120F: 3 clusters Score -8150732 nChanged 13
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	Iteration 121Q: 3 clusters Score -8150741 nChanged 9
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	Iteration 122Q: 3 clusters Score -8150746 nChanged 8
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	Iteration 123Q: 3 clusters Score -8150748 nChanged 9
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	Iteration 124Q: 3 clusters Score -8150742 nChanged 16
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	Iteration 125Q: 3 clusters Score -8150748 nChanged 12
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	Iteration 126Q: 3 clusters Score -8150754 nChanged 10
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	Iteration 127Q: 3 clusters Score -8150748 nChanged 8
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	Iteration 128Q: 3 clusters Score -8150758 nChanged 8
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	Iteration 129Q: 3 clusters Score -8150757 nChanged 7
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	Iteration 130Q: 3 clusters Score -8150754 nChanged 5
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	Iteration 131Q: 3 clusters Score -8150766 nChanged 5
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	Iteration 132Q: 3 clusters Score -8150756 nChanged 1
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	Iteration 133Q: 3 clusters Score -8150750 nChanged 2
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	Iteration 134Q: 3 clusters Score -8150750 nChanged 3
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	Iteration 135Q: 3 clusters Score -8150754 nChanged 2
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	Iteration 136Q: 3 clusters Score -8150751 nChanged 4
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Mstep: Class 1 contains 38550 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -8150753.000000 Penalty: 5304.308105
	Iteration 137Q: 3 clusters Score -8150753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38552 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -8150756.000000 Penalty: 5304.308105
	Iteration 138Q: 3 clusters Score -8150756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38553 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -8150756.500000 Penalty: 5304.308105
	Iteration 139Q: 3 clusters Score -8150756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38554 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -8150752.500000 Penalty: 5304.308105
	Iteration 140F: 3 clusters Score -8150752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38558 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -8150750.000000 Penalty: 5304.308105
	Iteration 141Q: 3 clusters Score -8150750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38564 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -8150739.500000 Penalty: 5304.308105
	Iteration 142Q: 3 clusters Score -8150740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -8150757.500000 Penalty: 5304.308105
	Iteration 143Q: 3 clusters Score -8150758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -8150755.500000 Penalty: 5304.308105
	Iteration 144Q: 3 clusters Score -8150756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38594 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -8150764.000000 Penalty: 5304.308105
	Iteration 145Q: 3 clusters Score -8150764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38604 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -8150745.500000 Penalty: 5304.308105
	Iteration 146Q: 3 clusters Score -8150746 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38621 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -8150741.000000 Penalty: 5304.308105
	Iteration 147Q: 3 clusters Score -8150741 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38633 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -8150746.000000 Penalty: 5304.308105
	Iteration 148Q: 3 clusters Score -8150746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38644 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -8150757.000000 Penalty: 5304.308105
	Iteration 149Q: 3 clusters Score -8150757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38655 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -8150750.000000 Penalty: 5304.308105
	Iteration 150Q: 3 clusters Score -8150750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38672 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -8150755.500000 Penalty: 5304.308105
	Iteration 151Q: 3 clusters Score -8150756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38691 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -8150753.000000 Penalty: 5304.308105
	Iteration 152Q: 3 clusters Score -8150753 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38716 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -8150749.500000 Penalty: 5304.308105
	Iteration 153Q: 3 clusters Score -8150750 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -8150742.500000 Penalty: 5304.308105
	Iteration 154Q: 3 clusters Score -8150742 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38767 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -8150754.500000 Penalty: 5304.308105
	Iteration 155Q: 3 clusters Score -8150754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -8150745.500000 Penalty: 5304.308105
	Iteration 156Q: 3 clusters Score -8150746 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -8150756.500000 Penalty: 5304.308105
	Iteration 157Q: 3 clusters Score -8150756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -8150754.500000 Penalty: 5304.308105
	Iteration 158Q: 3 clusters Score -8150754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -8150755.000000 Penalty: 5304.308105
	Iteration 159Q: 3 clusters Score -8150755 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38847 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -8150754.000000 Penalty: 5304.308105
	Iteration 160F: 3 clusters Score -8150754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38859 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -8150754.000000 Penalty: 5304.308105
	Iteration 161Q: 3 clusters Score -8150754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38875 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -8150755.500000 Penalty: 5304.308105
	Iteration 162Q: 3 clusters Score -8150756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -8150759.000000 Penalty: 5304.308105
	Iteration 163Q: 3 clusters Score -8150759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38893 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -8150764.000000 Penalty: 5304.308105
	Iteration 164Q: 3 clusters Score -8150764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38902 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -8150771.000000 Penalty: 5304.308105
	Iteration 165Q: 3 clusters Score -8150771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -8150777.000000 Penalty: 5304.308105
	Iteration 166Q: 3 clusters Score -8150777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -8150776.000000 Penalty: 5304.308105
	Iteration 167Q: 3 clusters Score -8150776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38921 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -8150775.500000 Penalty: 5304.308105
	Iteration 168Q: 3 clusters Score -8150776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -8150786.000000 Penalty: 5304.308105
	Iteration 169Q: 3 clusters Score -8150786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38934 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -8150777.000000 Penalty: 5304.308105
	Iteration 170Q: 3 clusters Score -8150777 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38944 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -8150780.000000 Penalty: 5304.308105
	Iteration 171Q: 3 clusters Score -8150780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -8150772.000000 Penalty: 5304.308105
	Iteration 172Q: 3 clusters Score -8150772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38954 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -8150774.500000 Penalty: 5304.308105
	Iteration 173Q: 3 clusters Score -8150774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38958 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -8150781.000000 Penalty: 5304.308105
	Iteration 174Q: 3 clusters Score -8150781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38962 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -8150791.000000 Penalty: 5304.308105
	Iteration 175Q: 3 clusters Score -8150791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38963 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -8150782.000000 Penalty: 5304.308105
	Iteration 176Q: 3 clusters Score -8150782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38968 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -8150784.000000 Penalty: 5304.308105
	Iteration 177Q: 3 clusters Score -8150784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -8150782.000000 Penalty: 5304.308105
	Iteration 178Q: 3 clusters Score -8150782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -8150782.000000 Penalty: 5304.308105
	Iteration 179F: 3 clusters Score -8150782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Entering Unmasked Estep 
Score: -4568517.500000 Penalty: 2518.185547
	Iteration 0F: 2 clusters Score -4568518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -4550639.000000 Penalty: 5036.371094
	Iteration 0F: 3 clusters Score -4550639 nChanged 11565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -4556821.000000 Penalty: 5036.371094
	Iteration 1F: 3 clusters Score -4556821 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -4557200.000000 Penalty: 5036.371094
	Iteration 2Q: 3 clusters Score -4557200 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -4557489.000000 Penalty: 5036.371094
	Iteration 3Q: 3 clusters Score -4557489 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -4557746.000000 Penalty: 5036.371094
	Iteration 4Q: 3 clusters Score -4557746 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -4557997.500000 Penalty: 5036.371094
	Iteration 5Q: 3 clusters Score -4557998 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -4558283.000000 Penalty: 5036.371094
	Iteration 6Q: 3 clusters Score -4558283 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -4558562.500000 Penalty: 5036.371094
	Iteration 7Q: 3 clusters Score -4558562 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -4558864.500000 Penalty: 5036.371094
	Iteration 8Q: 3 clusters Score -4558864 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -4559281.000000 Penalty: 5036.371094
	Iteration 9Q: 3 clusters Score -4559281 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -4559772.000000 Penalty: 5036.371094
	Iteration 10Q: 3 clusters Score -4559772 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -4560477.000000 Penalty: 5036.371094
	Iteration 11Q: 3 clusters Score -4560477 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -4561290.000000 Penalty: 5036.371094
	Iteration 12Q: 3 clusters Score -4561290 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -4562208.000000 Penalty: 5036.371094
	Iteration 13Q: 3 clusters Score -4562208 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -4563108.500000 Penalty: 5036.371094
	Iteration 14Q: 3 clusters Score -4563108 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -4563873.000000 Penalty: 5036.371094
	Iteration 15Q: 3 clusters Score -4563873 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -4564540.000000 Penalty: 5036.371094
	Iteration 16Q: 3 clusters Score -4564540 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -4565099.500000 Penalty: 5036.371094
	Iteration 17Q: 3 clusters Score -4565100 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -4565503.000000 Penalty: 5036.371094
	Iteration 18Q: 3 clusters Score -4565503 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -4565753.500000 Penalty: 5036.371094
	Iteration 19Q: 3 clusters Score -4565754 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -4565965.500000 Penalty: 5036.371094
	Iteration 20F: 3 clusters Score -4565966 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -4566122.000000 Penalty: 5036.371094
	Iteration 21Q: 3 clusters Score -4566122 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -4566198.500000 Penalty: 5036.371094
	Iteration 22Q: 3 clusters Score -4566198 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -4566278.000000 Penalty: 5036.371094
	Iteration 23Q: 3 clusters Score -4566278 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -4566343.000000 Penalty: 5036.371094
	Iteration 24Q: 3 clusters Score -4566343 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -4566377.000000 Penalty: 5036.371094
	Iteration 25Q: 3 clusters Score -4566377 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -4566404.500000 Penalty: 5036.371094
	Iteration 26Q: 3 clusters Score -4566404 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -4566431.500000 Penalty: 5036.371094
	Iteration 27Q: 3 clusters Score -4566432 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23309 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -4566445.500000 Penalty: 5036.371094
	Iteration 28Q: 3 clusters Score -4566446 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -4566460.000000 Penalty: 5036.371094
	Iteration 29Q: 3 clusters Score -4566460 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -4566481.500000 Penalty: 5036.371094
	Iteration 30Q: 3 clusters Score -4566482 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -4566489.000000 Penalty: 5036.371094
	Iteration 31Q: 3 clusters Score -4566489 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -4566512.500000 Penalty: 5036.371094
	Iteration 32Q: 3 clusters Score -4566512 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -4566512.000000 Penalty: 5036.371094
	Iteration 33Q: 3 clusters Score -4566512 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -4566526.000000 Penalty: 5036.371094
	Iteration 34Q: 3 clusters Score -4566526 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -4566539.000000 Penalty: 5036.371094
	Iteration 35Q: 3 clusters Score -4566539 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -4566547.500000 Penalty: 5036.371094
	Iteration 36Q: 3 clusters Score -4566548 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4566547.000000 Penalty: 5036.371094
	Iteration 37Q: 3 clusters Score -4566547 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -4566545.000000 Penalty: 5036.371094
	Iteration 38Q: 3 clusters Score -4566545 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -4566552.500000 Penalty: 5036.371094
	Iteration 39Q: 3 clusters Score -4566552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -4566554.500000 Penalty: 5036.371094
	Iteration 40F: 3 clusters Score -4566554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -4566559.500000 Penalty: 5036.371094
	Iteration 41Q: 3 clusters Score -4566560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -4566567.000000 Penalty: 5036.371094
	Iteration 42Q: 3 clusters Score -4566567 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -4566562.000000 Penalty: 5036.371094
	Iteration 43Q: 3 clusters Score -4566562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -4566560.500000 Penalty: 5036.371094
	Iteration 44Q: 3 clusters Score -4566560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -4566569.500000 Penalty: 5036.371094
	Iteration 45Q: 3 clusters Score -4566570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -4566568.500000 Penalty: 5036.371094
	Iteration 46Q: 3 clusters Score -4566568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -4566570.500000 Penalty: 5036.371094
	Iteration 47Q: 3 clusters Score -4566570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -4566576.000000 Penalty: 5036.371094
	Iteration 48Q: 3 clusters Score -4566576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -4566576.500000 Penalty: 5036.371094
	Iteration 49Q: 3 clusters Score -4566576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -4566576.500000 Penalty: 5036.371094
	Iteration 50Q: 3 clusters Score -4566576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -4566582.000000 Penalty: 5036.371094
	Iteration 51Q: 3 clusters Score -4566582 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -4566578.500000 Penalty: 5036.371094
	Iteration 52Q: 3 clusters Score -4566578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23850 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -4566583.500000 Penalty: 5036.371094
	Iteration 53Q: 3 clusters Score -4566584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4566589.000000 Penalty: 5036.371094
	Iteration 54Q: 3 clusters Score -4566589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -4566596.000000 Penalty: 5036.371094
	Iteration 55Q: 3 clusters Score -4566596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4566607.500000 Penalty: 5036.371094
	Iteration 56Q: 3 clusters Score -4566608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -4566607.500000 Penalty: 5036.371094
	Iteration 57Q: 3 clusters Score -4566608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -4566605.000000 Penalty: 5036.371094
	Iteration 58Q: 3 clusters Score -4566605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -4566605.500000 Penalty: 5036.371094
	Iteration 59Q: 3 clusters Score -4566606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -4566612.500000 Penalty: 5036.371094
	Iteration 60F: 3 clusters Score -4566612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -4566610.500000 Penalty: 5036.371094
	Iteration 61Q: 3 clusters Score -4566610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -4566607.000000 Penalty: 5036.371094
	Iteration 62Q: 3 clusters Score -4566607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -4566616.000000 Penalty: 5036.371094
	Iteration 63Q: 3 clusters Score -4566616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23921 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4566619.500000 Penalty: 5036.371094
	Iteration 64Q: 3 clusters Score -4566620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4566616.500000 Penalty: 5036.371094
	Iteration 65Q: 3 clusters Score -4566616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23929 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4566618.500000 Penalty: 5036.371094
	Iteration 66Q: 3 clusters Score -4566618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4566616.000000 Penalty: 5036.371094
	Iteration 67Q: 3 clusters Score -4566616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4566619.500000 Penalty: 5036.371094
	Iteration 68Q: 3 clusters Score -4566620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4566619.500000 Penalty: 5036.371094
	Iteration 69F: 3 clusters Score -4566620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (38563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38563 members 
Entering Unmasked Estep 
Score: -7087751.500000 Penalty: 2618.891846
	Iteration 0F: 2 clusters Score -7087752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -7061659.000000 Penalty: 5237.783691
	Iteration 0F: 3 clusters Score -7061659 nChanged 17718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -7071739.000000 Penalty: 5237.783691
	Iteration 1F: 3 clusters Score -7071739 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -7072920.000000 Penalty: 5237.783691
	Iteration 2F: 3 clusters Score -7072920 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -7074311.500000 Penalty: 5237.783691
	Iteration 3F: 3 clusters Score -7074312 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -7076131.000000 Penalty: 5237.783691
	Iteration 4F: 3 clusters Score -7076131 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15165 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -7078259.500000 Penalty: 5237.783691
	Iteration 5F: 3 clusters Score -7078260 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -7080727.500000 Penalty: 5237.783691
	Iteration 6F: 3 clusters Score -7080728 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -7082797.500000 Penalty: 5237.783691
	Iteration 7F: 3 clusters Score -7082798 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -7083827.500000 Penalty: 5237.783691
	Iteration 8Q: 3 clusters Score -7083828 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -7084329.500000 Penalty: 5237.783691
	Iteration 9Q: 3 clusters Score -7084330 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -7084595.500000 Penalty: 5237.783691
	Iteration 10Q: 3 clusters Score -7084596 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 29255 members 
Entering Unmasked Estep 
Score: -7084781.000000 Penalty: 5237.783691
	Iteration 11Q: 3 clusters Score -7084781 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -7084938.500000 Penalty: 5237.783691
	Iteration 12Q: 3 clusters Score -7084938 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 30397 members 
Entering Unmasked Estep 
Score: -7085061.500000 Penalty: 5237.783691
	Iteration 13Q: 3 clusters Score -7085062 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -7085192.500000 Penalty: 5237.783691
	Iteration 14Q: 3 clusters Score -7085192 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 31494 members 
Entering Unmasked Estep 
Score: -7085340.500000 Penalty: 5237.783691
	Iteration 15Q: 3 clusters Score -7085340 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -7085427.000000 Penalty: 5237.783691
	Iteration 16Q: 3 clusters Score -7085427 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -7085538.000000 Penalty: 5237.783691
	Iteration 17Q: 3 clusters Score -7085538 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -7085632.500000 Penalty: 5237.783691
	Iteration 18Q: 3 clusters Score -7085632 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -7085681.500000 Penalty: 5237.783691
	Iteration 19Q: 3 clusters Score -7085682 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -7085720.500000 Penalty: 5237.783691
	Iteration 20F: 3 clusters Score -7085720 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -7085760.500000 Penalty: 5237.783691
	Iteration 21Q: 3 clusters Score -7085760 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 34115 members 
Entering Unmasked Estep 
Score: -7085849.000000 Penalty: 5237.783691
	Iteration 22Q: 3 clusters Score -7085849 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -7085852.500000 Penalty: 5237.783691
	Iteration 23Q: 3 clusters Score -7085852 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 34567 members 
Entering Unmasked Estep 
Score: -7085873.500000 Penalty: 5237.783691
	Iteration 24Q: 3 clusters Score -7085874 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 34770 members 
Entering Unmasked Estep 
Score: -7085900.000000 Penalty: 5237.783691
	Iteration 25Q: 3 clusters Score -7085900 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 34951 members 
Entering Unmasked Estep 
Score: -7085943.500000 Penalty: 5237.783691
	Iteration 26Q: 3 clusters Score -7085944 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -7085969.500000 Penalty: 5237.783691
	Iteration 27Q: 3 clusters Score -7085970 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -7086000.500000 Penalty: 5237.783691
	Iteration 28Q: 3 clusters Score -7086000 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -7086035.000000 Penalty: 5237.783691
	Iteration 29Q: 3 clusters Score -7086035 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -7086082.000000 Penalty: 5237.783691
	Iteration 30Q: 3 clusters Score -7086082 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -7086115.500000 Penalty: 5237.783691
	Iteration 31Q: 3 clusters Score -7086116 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -7086126.500000 Penalty: 5237.783691
	Iteration 32Q: 3 clusters Score -7086126 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -7086128.500000 Penalty: 5237.783691
	Iteration 33Q: 3 clusters Score -7086128 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 36109 members 
Entering Unmasked Estep 
Score: -7086149.000000 Penalty: 5237.783691
	Iteration 34Q: 3 clusters Score -7086149 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -7086160.500000 Penalty: 5237.783691
	Iteration 35Q: 3 clusters Score -7086160 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -7086176.500000 Penalty: 5237.783691
	Iteration 36Q: 3 clusters Score -7086176 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -7086189.000000 Penalty: 5237.783691
	Iteration 37Q: 3 clusters Score -7086189 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -7086198.000000 Penalty: 5237.783691
	Iteration 38Q: 3 clusters Score -7086198 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 36456 members 
Entering Unmasked Estep 
Score: -7086198.500000 Penalty: 5237.783691
	Iteration 39Q: 3 clusters Score -7086198 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -7086207.500000 Penalty: 5237.783691
	Iteration 40F: 3 clusters Score -7086208 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 36550 members 
Entering Unmasked Estep 
Score: -7086207.500000 Penalty: 5237.783691
	Iteration 41Q: 3 clusters Score -7086208 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -7086217.500000 Penalty: 5237.783691
	Iteration 42Q: 3 clusters Score -7086218 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 36641 members 
Entering Unmasked Estep 
Score: -7086222.500000 Penalty: 5237.783691
	Iteration 43Q: 3 clusters Score -7086222 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 36683 members 
Entering Unmasked Estep 
Score: -7086243.000000 Penalty: 5237.783691
	Iteration 44Q: 3 clusters Score -7086243 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 36718 members 
Entering Unmasked Estep 
Score: -7086253.500000 Penalty: 5237.783691
	Iteration 45Q: 3 clusters Score -7086254 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
Score: -7086247.000000 Penalty: 5237.783691
	Iteration 46Q: 3 clusters Score -7086247 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -7086252.500000 Penalty: 5237.783691
	Iteration 47Q: 3 clusters Score -7086252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -7086267.000000 Penalty: 5237.783691
	Iteration 48Q: 3 clusters Score -7086267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 36801 members 
Entering Unmasked Estep 
Score: -7086266.500000 Penalty: 5237.783691
	Iteration 49Q: 3 clusters Score -7086266 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -7086270.500000 Penalty: 5237.783691
	Iteration 50Q: 3 clusters Score -7086270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 36816 members 
Entering Unmasked Estep 
Score: -7086262.000000 Penalty: 5237.783691
	Iteration 51Q: 3 clusters Score -7086262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 36823 members 
Entering Unmasked Estep 
Score: -7086254.000000 Penalty: 5237.783691
	Iteration 52Q: 3 clusters Score -7086254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 36831 members 
Entering Unmasked Estep 
Score: -7086258.000000 Penalty: 5237.783691
	Iteration 53Q: 3 clusters Score -7086258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 36838 members 
Entering Unmasked Estep 
Score: -7086264.500000 Penalty: 5237.783691
	Iteration 54Q: 3 clusters Score -7086264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 36846 members 
Entering Unmasked Estep 
Score: -7086260.000000 Penalty: 5237.783691
	Iteration 55Q: 3 clusters Score -7086260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -7086256.500000 Penalty: 5237.783691
	Iteration 56Q: 3 clusters Score -7086256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 36855 members 
Entering Unmasked Estep 
Score: -7086250.500000 Penalty: 5237.783691
	Iteration 57Q: 3 clusters Score -7086250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -7086257.000000 Penalty: 5237.783691
	Iteration 58Q: 3 clusters Score -7086257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 36859 members 
Entering Unmasked Estep 
Score: -7086258.500000 Penalty: 5237.783691
	Iteration 59Q: 3 clusters Score -7086258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -7086255.000000 Penalty: 5237.783691
	Iteration 60F: 3 clusters Score -7086255 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Entering Unmasked Estep 
Score: -283340.000000 Penalty: 1834.595215
	Iteration 0F: 2 clusters Score -283340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -281097.062500 Penalty: 3669.190430
	Iteration 0F: 3 clusters Score -281097.1 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -281890.343750 Penalty: 3669.190430
	Iteration 1F: 3 clusters Score -281890.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -282335.250000 Penalty: 3669.190430
	Iteration 2F: 3 clusters Score -282335.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -282672.250000 Penalty: 3669.190430
	Iteration 3F: 3 clusters Score -282672.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -282894.437500 Penalty: 3669.190430
	Iteration 4F: 3 clusters Score -282894.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -283020.562500 Penalty: 3669.190430
	Iteration 5Q: 3 clusters Score -283020.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -283095.812500 Penalty: 3669.190430
	Iteration 6Q: 3 clusters Score -283095.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -283153.125000 Penalty: 3669.190430
	Iteration 7Q: 3 clusters Score -283153.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -283192.218750 Penalty: 3669.190430
	Iteration 8Q: 3 clusters Score -283192.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -283220.156250 Penalty: 3669.190430
	Iteration 9Q: 3 clusters Score -283220.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -283235.656250 Penalty: 3669.190430
	Iteration 10Q: 3 clusters Score -283235.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -283240.875000 Penalty: 3669.190430
	Iteration 11Q: 3 clusters Score -283240.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -283243.250000 Penalty: 3669.190430
	Iteration 12Q: 3 clusters Score -283243.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -283243.250000 Penalty: 3669.190430
	Iteration 13F: 3 clusters Score -283243.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (46922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46922 members 
Entering Unmasked Estep 
Score: -8511607.000000 Penalty: 2667.547852
	Iteration 0F: 2 clusters Score -8511607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23450 members 
Mstep: Class 2 contains 23472 members 
Entering Unmasked Estep 
Score: -8481306.000000 Penalty: 5335.095703
	Iteration 0F: 3 clusters Score -8481306 nChanged 21397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -8493012.000000 Penalty: 5335.095703
	Iteration 1F: 3 clusters Score -8493012 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -8493519.000000 Penalty: 5335.095703
	Iteration 2Q: 3 clusters Score -8493519 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -8493919.000000 Penalty: 5335.095703
	Iteration 3Q: 3 clusters Score -8493919 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -8494310.000000 Penalty: 5335.095703
	Iteration 4Q: 3 clusters Score -8494310 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25224 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -8494714.000000 Penalty: 5335.095703
	Iteration 5Q: 3 clusters Score -8494714 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -8495221.000000 Penalty: 5335.095703
	Iteration 6Q: 3 clusters Score -8495221 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -8495954.000000 Penalty: 5335.095703
	Iteration 7Q: 3 clusters Score -8495954 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -8496912.000000 Penalty: 5335.095703
	Iteration 8Q: 3 clusters Score -8496912 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29070 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -8498283.000000 Penalty: 5335.095703
	Iteration 9Q: 3 clusters Score -8498283 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -8499909.000000 Penalty: 5335.095703
	Iteration 10Q: 3 clusters Score -8499909 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -8501710.000000 Penalty: 5335.095703
	Iteration 11Q: 3 clusters Score -8501710 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32910 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -8503301.000000 Penalty: 5335.095703
	Iteration 12Q: 3 clusters Score -8503301 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -8504435.000000 Penalty: 5335.095703
	Iteration 13Q: 3 clusters Score -8504435 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -8505190.000000 Penalty: 5335.095703
	Iteration 14Q: 3 clusters Score -8505190 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
Score: -8505627.000000 Penalty: 5335.095703
	Iteration 15Q: 3 clusters Score -8505627 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -8505925.000000 Penalty: 5335.095703
	Iteration 16Q: 3 clusters Score -8505925 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36661 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -8506123.000000 Penalty: 5335.095703
	Iteration 17Q: 3 clusters Score -8506123 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -8506395.000000 Penalty: 5335.095703
	Iteration 18Q: 3 clusters Score -8506395 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38004 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -8506622.000000 Penalty: 5335.095703
	Iteration 19Q: 3 clusters Score -8506622 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38675 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -8506833.000000 Penalty: 5335.095703
	Iteration 20F: 3 clusters Score -8506833 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -8507061.000000 Penalty: 5335.095703
	Iteration 21Q: 3 clusters Score -8507061 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -8507331.000000 Penalty: 5335.095703
	Iteration 22Q: 3 clusters Score -8507331 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -8507652.000000 Penalty: 5335.095703
	Iteration 23Q: 3 clusters Score -8507652 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -8507948.000000 Penalty: 5335.095703
	Iteration 24Q: 3 clusters Score -8507948 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -8508186.000000 Penalty: 5335.095703
	Iteration 25Q: 3 clusters Score -8508186 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42664 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -8508383.000000 Penalty: 5335.095703
	Iteration 26Q: 3 clusters Score -8508383 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -8508573.000000 Penalty: 5335.095703
	Iteration 27Q: 3 clusters Score -8508573 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43590 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -8508746.000000 Penalty: 5335.095703
	Iteration 28Q: 3 clusters Score -8508746 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -8508871.000000 Penalty: 5335.095703
	Iteration 29Q: 3 clusters Score -8508871 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44270 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -8508965.000000 Penalty: 5335.095703
	Iteration 30Q: 3 clusters Score -8508965 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44528 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -8509028.000000 Penalty: 5335.095703
	Iteration 31Q: 3 clusters Score -8509028 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44753 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -8509103.000000 Penalty: 5335.095703
	Iteration 32Q: 3 clusters Score -8509103 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -8509148.000000 Penalty: 5335.095703
	Iteration 33Q: 3 clusters Score -8509148 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -8509200.000000 Penalty: 5335.095703
	Iteration 34Q: 3 clusters Score -8509200 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45213 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -8509250.000000 Penalty: 5335.095703
	Iteration 35Q: 3 clusters Score -8509250 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -8509265.000000 Penalty: 5335.095703
	Iteration 36Q: 3 clusters Score -8509265 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45398 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -8509273.000000 Penalty: 5335.095703
	Iteration 37Q: 3 clusters Score -8509273 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45453 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -8509289.000000 Penalty: 5335.095703
	Iteration 38Q: 3 clusters Score -8509289 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45489 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -8509324.000000 Penalty: 5335.095703
	Iteration 39Q: 3 clusters Score -8509324 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45521 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -8509349.000000 Penalty: 5335.095703
	Iteration 40F: 3 clusters Score -8509349 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -8509358.000000 Penalty: 5335.095703
	Iteration 41Q: 3 clusters Score -8509358 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45576 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -8509373.000000 Penalty: 5335.095703
	Iteration 42Q: 3 clusters Score -8509373 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45601 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -8509377.000000 Penalty: 5335.095703
	Iteration 43Q: 3 clusters Score -8509377 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45624 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -8509378.000000 Penalty: 5335.095703
	Iteration 44Q: 3 clusters Score -8509378 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45646 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -8509380.000000 Penalty: 5335.095703
	Iteration 45Q: 3 clusters Score -8509380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -8509389.000000 Penalty: 5335.095703
	Iteration 46Q: 3 clusters Score -8509389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45680 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -8509399.000000 Penalty: 5335.095703
	Iteration 47Q: 3 clusters Score -8509399 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45701 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -8509409.000000 Penalty: 5335.095703
	Iteration 48Q: 3 clusters Score -8509409 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -8509418.000000 Penalty: 5335.095703
	Iteration 49Q: 3 clusters Score -8509418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45740 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -8509423.000000 Penalty: 5335.095703
	Iteration 50Q: 3 clusters Score -8509423 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -8509441.000000 Penalty: 5335.095703
	Iteration 51Q: 3 clusters Score -8509441 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45769 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -8509447.000000 Penalty: 5335.095703
	Iteration 52Q: 3 clusters Score -8509447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45778 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -8509452.000000 Penalty: 5335.095703
	Iteration 53Q: 3 clusters Score -8509452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45789 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -8509458.000000 Penalty: 5335.095703
	Iteration 54Q: 3 clusters Score -8509458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45808 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -8509464.000000 Penalty: 5335.095703
	Iteration 55Q: 3 clusters Score -8509464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -8509471.000000 Penalty: 5335.095703
	Iteration 56Q: 3 clusters Score -8509471 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -8509471.000000 Penalty: 5335.095703
	Iteration 57Q: 3 clusters Score -8509471 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45845 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -8509483.000000 Penalty: 5335.095703
	Iteration 58Q: 3 clusters Score -8509483 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45855 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -8509478.000000 Penalty: 5335.095703
	Iteration 59Q: 3 clusters Score -8509478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45865 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -8509485.000000 Penalty: 5335.095703
	Iteration 60F: 3 clusters Score -8509485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45873 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -8509497.000000 Penalty: 5335.095703
	Iteration 61Q: 3 clusters Score -8509497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45886 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -8509494.000000 Penalty: 5335.095703
	Iteration 62Q: 3 clusters Score -8509494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45891 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -8509507.000000 Penalty: 5335.095703
	Iteration 63Q: 3 clusters Score -8509507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45900 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -8509512.000000 Penalty: 5335.095703
	Iteration 64Q: 3 clusters Score -8509512 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -8509512.000000 Penalty: 5335.095703
	Iteration 65Q: 3 clusters Score -8509512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45912 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -8509515.000000 Penalty: 5335.095703
	Iteration 66Q: 3 clusters Score -8509515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45919 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -8509517.000000 Penalty: 5335.095703
	Iteration 67Q: 3 clusters Score -8509517 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45925 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -8509517.000000 Penalty: 5335.095703
	Iteration 68Q: 3 clusters Score -8509517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45932 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -8509516.000000 Penalty: 5335.095703
	Iteration 69Q: 3 clusters Score -8509516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45934 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -8509517.000000 Penalty: 5335.095703
	Iteration 70Q: 3 clusters Score -8509517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45935 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -8509522.000000 Penalty: 5335.095703
	Iteration 71Q: 3 clusters Score -8509522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45935 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -8509522.000000 Penalty: 5335.095703
	Iteration 72F: 3 clusters Score -8509522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (49021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49021 members 
Entering Unmasked Estep 
Score: -9071644.000000 Penalty: 2678.400879
	Iteration 0F: 2 clusters Score -9071644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -9042956.000000 Penalty: 5356.801758
	Iteration 0F: 3 clusters Score -9042956 nChanged 22611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 25823 members 
Entering Unmasked Estep 
Score: -9055291.000000 Penalty: 5356.801758
	Iteration 1F: 3 clusters Score -9055291 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -9055816.000000 Penalty: 5356.801758
	Iteration 2Q: 3 clusters Score -9055816 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -9056429.000000 Penalty: 5356.801758
	Iteration 3Q: 3 clusters Score -9056429 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -9057174.000000 Penalty: 5356.801758
	Iteration 4Q: 3 clusters Score -9057174 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 31142 members 
Entering Unmasked Estep 
Score: -9058255.000000 Penalty: 5356.801758
	Iteration 5Q: 3 clusters Score -9058255 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -9059877.000000 Penalty: 5356.801758
	Iteration 6F: 3 clusters Score -9059877 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -9062555.000000 Penalty: 5356.801758
	Iteration 7F: 3 clusters Score -9062555 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -9065604.000000 Penalty: 5356.801758
	Iteration 8F: 3 clusters Score -9065604 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 44245 members 
Entering Unmasked Estep 
Score: -9067631.000000 Penalty: 5356.801758
	Iteration 9F: 3 clusters Score -9067631 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 46401 members 
Entering Unmasked Estep 
Score: -9068528.000000 Penalty: 5356.801758
	Iteration 10Q: 3 clusters Score -9068528 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 47603 members 
Entering Unmasked Estep 
Score: -9068940.000000 Penalty: 5356.801758
	Iteration 11Q: 3 clusters Score -9068940 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 48139 members 
Entering Unmasked Estep 
Score: -9069151.000000 Penalty: 5356.801758
	Iteration 12Q: 3 clusters Score -9069151 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 48387 members 
Entering Unmasked Estep 
Score: -9069254.000000 Penalty: 5356.801758
	Iteration 13Q: 3 clusters Score -9069254 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 48503 members 
Entering Unmasked Estep 
Score: -9069309.000000 Penalty: 5356.801758
	Iteration 14Q: 3 clusters Score -9069309 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 48556 members 
Entering Unmasked Estep 
Score: -9069350.000000 Penalty: 5356.801758
	Iteration 15Q: 3 clusters Score -9069350 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 48588 members 
Entering Unmasked Estep 
Score: -9069363.000000 Penalty: 5356.801758
	Iteration 16Q: 3 clusters Score -9069363 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 48613 members 
Entering Unmasked Estep 
Score: -9069389.000000 Penalty: 5356.801758
	Iteration 17Q: 3 clusters Score -9069389 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 48627 members 
Entering Unmasked Estep 
Score: -9069407.000000 Penalty: 5356.801758
	Iteration 18Q: 3 clusters Score -9069407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 48632 members 
Entering Unmasked Estep 
Score: -9069415.000000 Penalty: 5356.801758
	Iteration 19Q: 3 clusters Score -9069415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 48641 members 
Entering Unmasked Estep 
Score: -9069423.000000 Penalty: 5356.801758
	Iteration 20F: 3 clusters Score -9069423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 48643 members 
Entering Unmasked Estep 
Score: -9069433.000000 Penalty: 5356.801758
	Iteration 21Q: 3 clusters Score -9069433 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 48652 members 
Entering Unmasked Estep 
Score: -9069454.000000 Penalty: 5356.801758
	Iteration 22Q: 3 clusters Score -9069454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 48664 members 
Entering Unmasked Estep 
Score: -9069470.000000 Penalty: 5356.801758
	Iteration 23Q: 3 clusters Score -9069470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 48673 members 
Entering Unmasked Estep 
Score: -9069494.000000 Penalty: 5356.801758
	Iteration 24Q: 3 clusters Score -9069494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 48680 members 
Entering Unmasked Estep 
Score: -9069500.000000 Penalty: 5356.801758
	Iteration 25Q: 3 clusters Score -9069500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 48684 members 
Entering Unmasked Estep 
Score: -9069506.000000 Penalty: 5356.801758
	Iteration 26Q: 3 clusters Score -9069506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 48688 members 
Entering Unmasked Estep 
Score: -9069510.000000 Penalty: 5356.801758
	Iteration 27Q: 3 clusters Score -9069510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 48690 members 
Entering Unmasked Estep 
Score: -9069519.000000 Penalty: 5356.801758
	Iteration 28Q: 3 clusters Score -9069519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 48690 members 
Entering Unmasked Estep 
Score: -9069519.000000 Penalty: 5356.801758
	Iteration 29F: 3 clusters Score -9069519 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47127 members 
Entering Unmasked Estep 
Score: -8685482.000000 Penalty: 2668.629150
	Iteration 0F: 2 clusters Score -8685482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -8656551.000000 Penalty: 5337.258301
	Iteration 0F: 3 clusters Score -8656551 nChanged 21706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 23193 members 
Entering Unmasked Estep 
Score: -8668338.000000 Penalty: 5337.258301
	Iteration 1F: 3 clusters Score -8668338 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -8668793.000000 Penalty: 5337.258301
	Iteration 2Q: 3 clusters Score -8668793 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24535 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -8669159.000000 Penalty: 5337.258301
	Iteration 3Q: 3 clusters Score -8669159 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -8669498.000000 Penalty: 5337.258301
	Iteration 4Q: 3 clusters Score -8669498 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -8669932.000000 Penalty: 5337.258301
	Iteration 5Q: 3 clusters Score -8669932 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -8670401.000000 Penalty: 5337.258301
	Iteration 6Q: 3 clusters Score -8670401 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -8671097.000000 Penalty: 5337.258301
	Iteration 7Q: 3 clusters Score -8671097 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -8672132.000000 Penalty: 5337.258301
	Iteration 8Q: 3 clusters Score -8672132 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -8673761.000000 Penalty: 5337.258301
	Iteration 9F: 3 clusters Score -8673761 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -8676325.000000 Penalty: 5337.258301
	Iteration 10F: 3 clusters Score -8676325 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40276 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -8679168.000000 Penalty: 5337.258301
	Iteration 11F: 3 clusters Score -8679168 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -8681516.000000 Penalty: 5337.258301
	Iteration 12F: 3 clusters Score -8681516 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -8682349.000000 Penalty: 5337.258301
	Iteration 13Q: 3 clusters Score -8682349 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46074 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8682680.000000 Penalty: 5337.258301
	Iteration 14Q: 3 clusters Score -8682680 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46463 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -8682895.000000 Penalty: 5337.258301
	Iteration 15Q: 3 clusters Score -8682895 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46621 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -8683015.000000 Penalty: 5337.258301
	Iteration 16Q: 3 clusters Score -8683015 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46697 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -8683073.000000 Penalty: 5337.258301
	Iteration 17Q: 3 clusters Score -8683073 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46730 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8683114.000000 Penalty: 5337.258301
	Iteration 18Q: 3 clusters Score -8683114 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46749 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -8683148.000000 Penalty: 5337.258301
	Iteration 19Q: 3 clusters Score -8683148 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46773 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -8683178.000000 Penalty: 5337.258301
	Iteration 20F: 3 clusters Score -8683178 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46786 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8683211.000000 Penalty: 5337.258301
	Iteration 21Q: 3 clusters Score -8683211 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46805 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8683233.000000 Penalty: 5337.258301
	Iteration 22Q: 3 clusters Score -8683233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46812 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8683229.000000 Penalty: 5337.258301
	Iteration 23Q: 3 clusters Score -8683229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46818 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -8683236.000000 Penalty: 5337.258301
	Iteration 24Q: 3 clusters Score -8683236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8683241.000000 Penalty: 5337.258301
	Iteration 25Q: 3 clusters Score -8683241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46819 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8683241.000000 Penalty: 5337.258301
	Iteration 26F: 3 clusters Score -8683241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (50101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50101 members 
Entering Unmasked Estep 
Score: -9254120.000000 Penalty: 2683.805420
	Iteration 0F: 2 clusters Score -9254120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -9224937.000000 Penalty: 5367.610840
	Iteration 0F: 3 clusters Score -9224937 nChanged 23156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -9237862.000000 Penalty: 5367.610840
	Iteration 1F: 3 clusters Score -9237862 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -9238454.000000 Penalty: 5367.610840
	Iteration 2Q: 3 clusters Score -9238454 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -9238902.000000 Penalty: 5367.610840
	Iteration 3Q: 3 clusters Score -9238902 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 25434 members 
Entering Unmasked Estep 
Score: -9239349.000000 Penalty: 5367.610840
	Iteration 4Q: 3 clusters Score -9239349 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -9239875.000000 Penalty: 5367.610840
	Iteration 5Q: 3 clusters Score -9239875 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -9240421.000000 Penalty: 5367.610840
	Iteration 6Q: 3 clusters Score -9240421 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22999 members 
Mstep: Class 2 contains 27102 members 
Entering Unmasked Estep 
Score: -9241155.000000 Penalty: 5367.610840
	Iteration 7Q: 3 clusters Score -9241155 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -9242041.000000 Penalty: 5367.610840
	Iteration 8Q: 3 clusters Score -9242041 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -9243180.000000 Penalty: 5367.610840
	Iteration 9Q: 3 clusters Score -9243180 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19085 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -9244466.000000 Penalty: 5367.610840
	Iteration 10F: 3 clusters Score -9244466 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -9245948.000000 Penalty: 5367.610840
	Iteration 11F: 3 clusters Score -9245948 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -9247675.000000 Penalty: 5367.610840
	Iteration 12F: 3 clusters Score -9247675 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -9249304.000000 Penalty: 5367.610840
	Iteration 13Q: 3 clusters Score -9249304 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -9250581.000000 Penalty: 5367.610840
	Iteration 14Q: 3 clusters Score -9250581 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 38815 members 
Entering Unmasked Estep 
Score: -9251361.000000 Penalty: 5367.610840
	Iteration 15Q: 3 clusters Score -9251361 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -9251854.000000 Penalty: 5367.610840
	Iteration 16Q: 3 clusters Score -9251854 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 41174 members 
Entering Unmasked Estep 
Score: -9252317.000000 Penalty: 5367.610840
	Iteration 17Q: 3 clusters Score -9252317 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 42417 members 
Entering Unmasked Estep 
Score: -9252615.000000 Penalty: 5367.610840
	Iteration 18Q: 3 clusters Score -9252615 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 43673 members 
Entering Unmasked Estep 
Score: -9252711.000000 Penalty: 5367.610840
	Iteration 19Q: 3 clusters Score -9252711 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -9252775.000000 Penalty: 5367.610840
	Iteration 20F: 3 clusters Score -9252775 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 46325 members 
Entering Unmasked Estep 
Score: -9252678.000000 Penalty: 5367.610840
	Iteration 21Q: 3 clusters Score -9252678 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 47420 members 
Entering Unmasked Estep 
Score: -9252538.000000 Penalty: 5367.610840
	Iteration 22Q: 3 clusters Score -9252538 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 48207 members 
Entering Unmasked Estep 
Score: -9252473.000000 Penalty: 5367.610840
	Iteration 23Q: 3 clusters Score -9252473 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 48704 members 
Entering Unmasked Estep 
Score: -9252423.000000 Penalty: 5367.610840
	Iteration 24Q: 3 clusters Score -9252423 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 49032 members 
Entering Unmasked Estep 
Score: -9252399.000000 Penalty: 5367.610840
	Iteration 25Q: 3 clusters Score -9252399 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 49232 members 
Entering Unmasked Estep 
Score: -9252364.000000 Penalty: 5367.610840
	Iteration 26Q: 3 clusters Score -9252364 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 49343 members 
Entering Unmasked Estep 
Score: -9252385.000000 Penalty: 5367.610840
	Iteration 27Q: 3 clusters Score -9252385 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 49404 members 
Entering Unmasked Estep 
Score: -9252395.000000 Penalty: 5367.610840
	Iteration 28Q: 3 clusters Score -9252395 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 49446 members 
Entering Unmasked Estep 
Score: -9252394.000000 Penalty: 5367.610840
	Iteration 29Q: 3 clusters Score -9252394 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 49482 members 
Entering Unmasked Estep 
Score: -9252407.000000 Penalty: 5367.610840
	Iteration 30Q: 3 clusters Score -9252407 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 49509 members 
Entering Unmasked Estep 
Score: -9252409.000000 Penalty: 5367.610840
	Iteration 31Q: 3 clusters Score -9252409 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 49535 members 
Entering Unmasked Estep 
Score: -9252404.000000 Penalty: 5367.610840
	Iteration 32Q: 3 clusters Score -9252404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 49546 members 
Entering Unmasked Estep 
Score: -9252409.000000 Penalty: 5367.610840
	Iteration 33Q: 3 clusters Score -9252409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 49557 members 
Entering Unmasked Estep 
Score: -9252413.000000 Penalty: 5367.610840
	Iteration 34Q: 3 clusters Score -9252413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 49564 members 
Entering Unmasked Estep 
Score: -9252413.000000 Penalty: 5367.610840
	Iteration 35Q: 3 clusters Score -9252413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 49567 members 
Entering Unmasked Estep 
Score: -9252415.000000 Penalty: 5367.610840
	Iteration 36Q: 3 clusters Score -9252415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 49569 members 
Entering Unmasked Estep 
Score: -9252403.000000 Penalty: 5367.610840
	Iteration 37Q: 3 clusters Score -9252403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 49570 members 
Entering Unmasked Estep 
Score: -9252399.000000 Penalty: 5367.610840
	Iteration 38Q: 3 clusters Score -9252399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 49572 members 
Entering Unmasked Estep 
Score: -9252409.000000 Penalty: 5367.610840
	Iteration 39Q: 3 clusters Score -9252409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 49572 members 
Entering Unmasked Estep 
Score: -9252406.000000 Penalty: 5367.610840
	Iteration 40F: 3 clusters Score -9252406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (43310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43310 members 
Entering Unmasked Estep 
Score: -7943480.000000 Penalty: 2647.682373
	Iteration 0F: 2 clusters Score -7943480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -7915231.000000 Penalty: 5295.364746
	Iteration 0F: 3 clusters Score -7915231 nChanged 19917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -7925942.500000 Penalty: 5295.364746
	Iteration 1F: 3 clusters Score -7925942 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -7926399.500000 Penalty: 5295.364746
	Iteration 2Q: 3 clusters Score -7926400 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -7926877.500000 Penalty: 5295.364746
	Iteration 3Q: 3 clusters Score -7926878 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24086 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -7927480.000000 Penalty: 5295.364746
	Iteration 4Q: 3 clusters Score -7927480 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -7928276.000000 Penalty: 5295.364746
	Iteration 5Q: 3 clusters Score -7928276 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -7929388.500000 Penalty: 5295.364746
	Iteration 6Q: 3 clusters Score -7929388 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -7930958.000000 Penalty: 5295.364746
	Iteration 7F: 3 clusters Score -7930958 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -7933168.500000 Penalty: 5295.364746
	Iteration 8F: 3 clusters Score -7933168 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -7935753.000000 Penalty: 5295.364746
	Iteration 9F: 3 clusters Score -7935753 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -7937906.000000 Penalty: 5295.364746
	Iteration 10F: 3 clusters Score -7937906 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -7939461.000000 Penalty: 5295.364746
	Iteration 11Q: 3 clusters Score -7939461 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38859 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -7940431.500000 Penalty: 5295.364746
	Iteration 12Q: 3 clusters Score -7940432 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39526 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -7940995.000000 Penalty: 5295.364746
	Iteration 13Q: 3 clusters Score -7940995 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7941316 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -7941490.000000 Penalty: 5295.364746
	Iteration 15Q: 3 clusters Score -7941490 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -7941595.000000 Penalty: 5295.364746
	Iteration 16Q: 3 clusters Score -7941595 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -7941645.500000 Penalty: 5295.364746
	Iteration 17Q: 3 clusters Score -7941646 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -7941699.500000 Penalty: 5295.364746
	Iteration 18Q: 3 clusters Score -7941700 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -7941735.500000 Penalty: 5295.364746
	Iteration 19Q: 3 clusters Score -7941736 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41333 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -7941720.500000 Penalty: 5295.364746
	Iteration 20F: 3 clusters Score -7941720 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41452 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -7941739.000000 Penalty: 5295.364746
	Iteration 21Q: 3 clusters Score -7941739 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41554 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -7941739.500000 Penalty: 5295.364746
	Iteration 22Q: 3 clusters Score -7941740 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -7941733.000000 Penalty: 5295.364746
	Iteration 23Q: 3 clusters Score -7941733 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41733 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -7941726.000000 Penalty: 5295.364746
	Iteration 24Q: 3 clusters Score -7941726 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7941720 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -7941719.000000 Penalty: 5295.364746
	Iteration 26Q: 3 clusters Score -7941719 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41947 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -7941736.500000 Penalty: 5295.364746
	Iteration 27Q: 3 clusters Score -7941736 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7941736 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -7941727.000000 Penalty: 5295.364746
	Iteration 29Q: 3 clusters Score -7941727 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42090 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -7941744.500000 Penalty: 5295.364746
	Iteration 30Q: 3 clusters Score -7941744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -7941743.500000 Penalty: 5295.364746
	Iteration 31Q: 3 clusters Score -7941744 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42150 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -7941726.500000 Penalty: 5295.364746
	Iteration 32Q: 3 clusters Score -7941726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -7941715.000000 Penalty: 5295.364746
	Iteration 33Q: 3 clusters Score -7941715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42185 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -7941694.500000 Penalty: 5295.364746
	Iteration 34Q: 3 clusters Score -7941694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -7941706.500000 Penalty: 5295.364746
	Iteration 35Q: 3 clusters Score -7941706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42220 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -7941696.000000 Penalty: 5295.364746
	Iteration 36Q: 3 clusters Score -7941696 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42235 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -7941693.000000 Penalty: 5295.364746
	Iteration 37Q: 3 clusters Score -7941693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42245 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -7941699.000000 Penalty: 5295.364746
	Iteration 38Q: 3 clusters Score -7941699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42257 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -7941706.500000 Penalty: 5295.364746
	Iteration 39Q: 3 clusters Score -7941706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -7941709.000000 Penalty: 5295.364746
	Iteration 40F: 3 clusters Score -7941709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42276 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7941706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -7941705.500000 Penalty: 5295.364746
	Iteration 42Q: 3 clusters Score -7941706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42284 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -7941693.500000 Penalty: 5295.364746
	Iteration 43Q: 3 clusters Score -7941694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7941696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7941697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42288 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7941696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7941696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -7941696.000000 Penalty: 5295.364746
	Iteration 48F: 3 clusters Score -7941696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43852 members 
Mstep: Class 5 contains 44607 members 
Mstep: Class 6 contains 45394 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43344 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43451 members 
Mstep: Class 15 contains 44098 members 
Mstep: Class 16 contains 25693 members 
Mstep: Class 17 contains 38563 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46922 members 
Mstep: Class 20 contains 49021 members 
Mstep: Class 22 contains 47127 members 
Mstep: Class 23 contains 50101 members 
Mstep: Class 24 contains 43310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217088.000000 Penalty: 76057.484375
Iteration 439Q: 24 clusters Score -1.112171e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43854 members 
Mstep: Class 5 contains 44607 members 
Mstep: Class 6 contains 45395 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43343 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43452 members 
Mstep: Class 15 contains 44100 members 
Mstep: Class 16 contains 25694 members 
Mstep: Class 17 contains 38558 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46922 members 
Mstep: Class 20 contains 49020 members 
Mstep: Class 22 contains 47126 members 
Mstep: Class 23 contains 50102 members 
Mstep: Class 24 contains 43310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217048.000000 Penalty: 76057.484375
Iteration 440F: 24 clusters Score -1.11217e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43853 members 
Mstep: Class 5 contains 44607 members 
Mstep: Class 6 contains 45398 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43341 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43451 members 
Mstep: Class 15 contains 44101 members 
Mstep: Class 16 contains 25694 members 
Mstep: Class 17 contains 38555 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46923 members 
Mstep: Class 20 contains 49021 members 
Mstep: Class 22 contains 47126 members 
Mstep: Class 23 contains 50102 members 
Mstep: Class 24 contains 43311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216992.000000 Penalty: 76057.484375
Iteration 441Q: 24 clusters Score -1.11217e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43853 members 
Mstep: Class 5 contains 44606 members 
Mstep: Class 6 contains 45399 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43339 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43452 members 
Mstep: Class 15 contains 44102 members 
Mstep: Class 16 contains 25695 members 
Mstep: Class 17 contains 38554 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46924 members 
Mstep: Class 20 contains 49020 members 
Mstep: Class 22 contains 47126 members 
Mstep: Class 23 contains 50102 members 
Mstep: Class 24 contains 43312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216992.000000 Penalty: 76057.484375
Iteration 442Q: 24 clusters Score -1.11217e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43852 members 
Mstep: Class 5 contains 44608 members 
Mstep: Class 6 contains 45398 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43338 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43452 members 
Mstep: Class 15 contains 44101 members 
Mstep: Class 16 contains 25696 members 
Mstep: Class 17 contains 38553 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46925 members 
Mstep: Class 20 contains 49020 members 
Mstep: Class 22 contains 47125 members 
Mstep: Class 23 contains 50102 members 
Mstep: Class 24 contains 43312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217016.000000 Penalty: 76057.484375
Iteration 443Q: 24 clusters Score -1.11217e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43850 members 
Mstep: Class 5 contains 44611 members 
Mstep: Class 6 contains 45397 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43337 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43452 members 
Mstep: Class 15 contains 44101 members 
Mstep: Class 16 contains 25696 members 
Mstep: Class 17 contains 38551 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46927 members 
Mstep: Class 20 contains 49021 members 
Mstep: Class 22 contains 47124 members 
Mstep: Class 23 contains 50102 members 
Mstep: Class 24 contains 43313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217008.000000 Penalty: 76057.484375
Iteration 444Q: 24 clusters Score -1.11217e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43850 members 
Mstep: Class 5 contains 44612 members 
Mstep: Class 6 contains 45397 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43333 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43452 members 
Mstep: Class 15 contains 44103 members 
Mstep: Class 16 contains 25697 members 
Mstep: Class 17 contains 38551 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46926 members 
Mstep: Class 20 contains 49019 members 
Mstep: Class 22 contains 47125 members 
Mstep: Class 23 contains 50102 members 
Mstep: Class 24 contains 43315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217024.000000 Penalty: 76057.484375
Iteration 445Q: 24 clusters Score -1.11217e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43850 members 
Mstep: Class 5 contains 44612 members 
Mstep: Class 6 contains 45397 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43329 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43452 members 
Mstep: Class 15 contains 44105 members 
Mstep: Class 16 contains 25699 members 
Mstep: Class 17 contains 38553 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46924 members 
Mstep: Class 20 contains 49018 members 
Mstep: Class 22 contains 47124 members 
Mstep: Class 23 contains 50102 members 
Mstep: Class 24 contains 43315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217016.000000 Penalty: 76057.484375
Iteration 446Q: 24 clusters Score -1.11217e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43852 members 
Mstep: Class 5 contains 44612 members 
Mstep: Class 6 contains 45397 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43326 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43452 members 
Mstep: Class 15 contains 44106 members 
Mstep: Class 16 contains 25700 members 
Mstep: Class 17 contains 38552 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46924 members 
Mstep: Class 20 contains 49018 members 
Mstep: Class 22 contains 47123 members 
Mstep: Class 23 contains 50102 members 
Mstep: Class 24 contains 43316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216944.000000 Penalty: 76057.484375
Iteration 447Q: 24 clusters Score -1.112169e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43851 members 
Mstep: Class 5 contains 44612 members 
Mstep: Class 6 contains 45398 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43326 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43452 members 
Mstep: Class 15 contains 44106 members 
Mstep: Class 16 contains 25703 members 
Mstep: Class 17 contains 38551 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46922 members 
Mstep: Class 20 contains 49018 members 
Mstep: Class 22 contains 47124 members 
Mstep: Class 23 contains 50102 members 
Mstep: Class 24 contains 43315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216936.000000 Penalty: 76057.484375
Iteration 448Q: 24 clusters Score -1.112169e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43851 members 
Mstep: Class 5 contains 44613 members 
Mstep: Class 6 contains 45400 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43322 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43453 members 
Mstep: Class 15 contains 44107 members 
Mstep: Class 16 contains 25703 members 
Mstep: Class 17 contains 38551 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46920 members 
Mstep: Class 20 contains 49018 members 
Mstep: Class 22 contains 47125 members 
Mstep: Class 23 contains 50102 members 
Mstep: Class 24 contains 43315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216984.000000 Penalty: 76057.484375
Iteration 449Q: 24 clusters Score -1.11217e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43851 members 
Mstep: Class 5 contains 44614 members 
Mstep: Class 6 contains 45399 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43324 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43453 members 
Mstep: Class 15 contains 44107 members 
Mstep: Class 16 contains 25704 members 
Mstep: Class 17 contains 38549 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46919 members 
Mstep: Class 20 contains 49018 members 
Mstep: Class 22 contains 47125 members 
Mstep: Class 23 contains 50102 members 
Mstep: Class 24 contains 43315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216984.000000 Penalty: 76057.484375
Iteration 450Q: 24 clusters Score -1.11217e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43851 members 
Mstep: Class 5 contains 44614 members 
Mstep: Class 6 contains 45399 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43325 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43453 members 
Mstep: Class 15 contains 44108 members 
Mstep: Class 16 contains 25704 members 
Mstep: Class 17 contains 38547 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46920 members 
Mstep: Class 20 contains 49018 members 
Mstep: Class 22 contains 47125 members 
Mstep: Class 23 contains 50102 members 
Mstep: Class 24 contains 43314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217008.000000 Penalty: 76057.484375
Iteration 451Q: 24 clusters Score -1.11217e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43851 members 
Mstep: Class 5 contains 44614 members 
Mstep: Class 6 contains 45400 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43329 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43453 members 
Mstep: Class 15 contains 44107 members 
Mstep: Class 16 contains 25704 members 
Mstep: Class 17 contains 38546 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46918 members 
Mstep: Class 20 contains 49018 members 
Mstep: Class 22 contains 47125 members 
Mstep: Class 23 contains 50101 members 
Mstep: Class 24 contains 43314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217008.000000 Penalty: 76057.484375
Iteration 452Q: 24 clusters Score -1.11217e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43851 members 
Mstep: Class 5 contains 44615 members 
Mstep: Class 6 contains 45401 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43331 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43453 members 
Mstep: Class 15 contains 44106 members 
Mstep: Class 16 contains 25704 members 
Mstep: Class 17 contains 38546 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46918 members 
Mstep: Class 20 contains 49016 members 
Mstep: Class 22 contains 47125 members 
Mstep: Class 23 contains 50099 members 
Mstep: Class 24 contains 43315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216984.000000 Penalty: 76057.484375
Iteration 453Q: 24 clusters Score -1.11217e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43851 members 
Mstep: Class 5 contains 44615 members 
Mstep: Class 6 contains 45401 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43332 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43453 members 
Mstep: Class 15 contains 44106 members 
Mstep: Class 16 contains 25706 members 
Mstep: Class 17 contains 38548 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46916 members 
Mstep: Class 20 contains 49017 members 
Mstep: Class 22 contains 47126 members 
Mstep: Class 23 contains 50095 members 
Mstep: Class 24 contains 43315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216960.000000 Penalty: 76057.484375
Iteration 454Q: 24 clusters Score -1.11217e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43852 members 
Mstep: Class 5 contains 44614 members 
Mstep: Class 6 contains 45403 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43332 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43453 members 
Mstep: Class 15 contains 44107 members 
Mstep: Class 16 contains 25708 members 
Mstep: Class 17 contains 38548 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46913 members 
Mstep: Class 20 contains 49016 members 
Mstep: Class 22 contains 47125 members 
Mstep: Class 23 contains 50096 members 
Mstep: Class 24 contains 43316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216920.000000 Penalty: 76057.484375
Iteration 455Q: 24 clusters Score -1.112169e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43438 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43852 members 
Mstep: Class 5 contains 44614 members 
Mstep: Class 6 contains 45405 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43333 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43452 members 
Mstep: Class 15 contains 44105 members 
Mstep: Class 16 contains 25709 members 
Mstep: Class 17 contains 38549 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46913 members 
Mstep: Class 20 contains 49015 members 
Mstep: Class 22 contains 47129 members 
Mstep: Class 23 contains 50094 members 
Mstep: Class 24 contains 43317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217000.000000 Penalty: 76057.484375
Iteration 456Q: 24 clusters Score -1.11217e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43853 members 
Mstep: Class 5 contains 44614 members 
Mstep: Class 6 contains 45407 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43334 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43452 members 
Mstep: Class 15 contains 44102 members 
Mstep: Class 16 contains 25710 members 
Mstep: Class 17 contains 38548 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46911 members 
Mstep: Class 20 contains 49015 members 
Mstep: Class 22 contains 47129 members 
Mstep: Class 23 contains 50093 members 
Mstep: Class 24 contains 43318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216992.000000 Penalty: 76057.484375
Iteration 457Q: 24 clusters Score -1.11217e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43853 members 
Mstep: Class 5 contains 44615 members 
Mstep: Class 6 contains 45407 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43334 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43452 members 
Mstep: Class 15 contains 44104 members 
Mstep: Class 16 contains 25711 members 
Mstep: Class 17 contains 38547 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46912 members 
Mstep: Class 20 contains 49012 members 
Mstep: Class 22 contains 47126 members 
Mstep: Class 23 contains 50094 members 
Mstep: Class 24 contains 43319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216928.000000 Penalty: 76057.484375
Iteration 458Q: 24 clusters Score -1.112169e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43440 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43854 members 
Mstep: Class 5 contains 44616 members 
Mstep: Class 6 contains 45408 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43334 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43453 members 
Mstep: Class 15 contains 44106 members 
Mstep: Class 16 contains 25711 members 
Mstep: Class 17 contains 38543 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46912 members 
Mstep: Class 20 contains 49011 members 
Mstep: Class 22 contains 47125 members 
Mstep: Class 23 contains 50093 members 
Mstep: Class 24 contains 43319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217008.000000 Penalty: 76057.484375
Iteration 459Q: 24 clusters Score -1.11217e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43856 members 
Mstep: Class 5 contains 44618 members 
Mstep: Class 6 contains 45411 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43335 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43453 members 
Mstep: Class 15 contains 44107 members 
Mstep: Class 16 contains 25711 members 
Mstep: Class 17 contains 38541 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46910 members 
Mstep: Class 20 contains 49009 members 
Mstep: Class 22 contains 47123 members 
Mstep: Class 23 contains 50092 members 
Mstep: Class 24 contains 43318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217000.000000 Penalty: 76057.484375
Iteration 460F: 24 clusters Score -1.11217e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43856 members 
Mstep: Class 5 contains 44619 members 
Mstep: Class 6 contains 45411 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43335 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43454 members 
Mstep: Class 15 contains 44108 members 
Mstep: Class 16 contains 25711 members 
Mstep: Class 17 contains 38541 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46909 members 
Mstep: Class 20 contains 49010 members 
Mstep: Class 22 contains 47122 members 
Mstep: Class 23 contains 50091 members 
Mstep: Class 24 contains 43317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217056.000000 Penalty: 76057.484375
Iteration 461Q: 24 clusters Score -1.112171e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43855 members 
Mstep: Class 5 contains 44620 members 
Mstep: Class 6 contains 45411 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43333 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43454 members 
Mstep: Class 15 contains 44110 members 
Mstep: Class 16 contains 25711 members 
Mstep: Class 17 contains 38542 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46910 members 
Mstep: Class 20 contains 49007 members 
Mstep: Class 22 contains 47121 members 
Mstep: Class 23 contains 50091 members 
Mstep: Class 24 contains 43318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216976.000000 Penalty: 76057.484375
Iteration 462Q: 24 clusters Score -1.11217e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43853 members 
Mstep: Class 5 contains 44621 members 
Mstep: Class 6 contains 45412 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43329 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43454 members 
Mstep: Class 15 contains 44110 members 
Mstep: Class 16 contains 25711 members 
Mstep: Class 17 contains 38542 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46913 members 
Mstep: Class 20 contains 49009 members 
Mstep: Class 22 contains 47121 members 
Mstep: Class 23 contains 50091 members 
Mstep: Class 24 contains 43317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217000.000000 Penalty: 76057.484375
Iteration 463Q: 24 clusters Score -1.11217e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43852 members 
Mstep: Class 5 contains 44622 members 
Mstep: Class 6 contains 45412 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43329 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43453 members 
Mstep: Class 15 contains 44112 members 
Mstep: Class 16 contains 25711 members 
Mstep: Class 17 contains 38542 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46914 members 
Mstep: Class 20 contains 49007 members 
Mstep: Class 22 contains 47121 members 
Mstep: Class 23 contains 50091 members 
Mstep: Class 24 contains 43317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217000.000000 Penalty: 76057.484375
Iteration 464Q: 24 clusters Score -1.11217e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43852 members 
Mstep: Class 5 contains 44623 members 
Mstep: Class 6 contains 45412 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43329 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43452 members 
Mstep: Class 15 contains 44113 members 
Mstep: Class 16 contains 25711 members 
Mstep: Class 17 contains 38542 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46914 members 
Mstep: Class 20 contains 49007 members 
Mstep: Class 22 contains 47118 members 
Mstep: Class 23 contains 50091 members 
Mstep: Class 24 contains 43318 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216952.000000 Penalty: 76057.484375
Iteration 465Q: 24 clusters Score -1.11217e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43852 members 
Mstep: Class 5 contains 44622 members 
Mstep: Class 6 contains 45412 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43327 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43452 members 
Mstep: Class 15 contains 44113 members 
Mstep: Class 16 contains 25711 members 
Mstep: Class 17 contains 38541 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46914 members 
Mstep: Class 20 contains 49008 members 
Mstep: Class 22 contains 47119 members 
Mstep: Class 23 contains 50091 members 
Mstep: Class 24 contains 43320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216960.000000 Penalty: 76057.484375
Iteration 466Q: 24 clusters Score -1.11217e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43852 members 
Mstep: Class 5 contains 44625 members 
Mstep: Class 6 contains 45412 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43327 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43452 members 
Mstep: Class 15 contains 44113 members 
Mstep: Class 16 contains 25711 members 
Mstep: Class 17 contains 38540 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46914 members 
Mstep: Class 20 contains 49009 members 
Mstep: Class 22 contains 47117 members 
Mstep: Class 23 contains 50091 members 
Mstep: Class 24 contains 43320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217000.000000 Penalty: 76057.484375
Iteration 467Q: 24 clusters Score -1.11217e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43852 members 
Mstep: Class 5 contains 44625 members 
Mstep: Class 6 contains 45412 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43328 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43451 members 
Mstep: Class 15 contains 44112 members 
Mstep: Class 16 contains 25712 members 
Mstep: Class 17 contains 38539 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46914 members 
Mstep: Class 20 contains 49011 members 
Mstep: Class 22 contains 47116 members 
Mstep: Class 23 contains 50091 members 
Mstep: Class 24 contains 43321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216992.000000 Penalty: 76057.484375
Iteration 468Q: 24 clusters Score -1.11217e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43440 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43852 members 
Mstep: Class 5 contains 44625 members 
Mstep: Class 6 contains 45412 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43330 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43452 members 
Mstep: Class 15 contains 44110 members 
Mstep: Class 16 contains 25714 members 
Mstep: Class 17 contains 38536 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46912 members 
Mstep: Class 20 contains 49012 members 
Mstep: Class 22 contains 47117 members 
Mstep: Class 23 contains 50090 members 
Mstep: Class 24 contains 43323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217000.000000 Penalty: 76057.484375
Iteration 469Q: 24 clusters Score -1.11217e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43851 members 
Mstep: Class 5 contains 44629 members 
Mstep: Class 6 contains 45411 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43330 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43453 members 
Mstep: Class 15 contains 44109 members 
Mstep: Class 16 contains 25716 members 
Mstep: Class 17 contains 38532 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46911 members 
Mstep: Class 20 contains 49012 members 
Mstep: Class 22 contains 47118 members 
Mstep: Class 23 contains 50091 members 
Mstep: Class 24 contains 43323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216992.000000 Penalty: 76057.484375
Iteration 470Q: 24 clusters Score -1.11217e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43851 members 
Mstep: Class 5 contains 44626 members 
Mstep: Class 6 contains 45412 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43327 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43453 members 
Mstep: Class 15 contains 44109 members 
Mstep: Class 16 contains 25718 members 
Mstep: Class 17 contains 38532 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46910 members 
Mstep: Class 20 contains 49012 members 
Mstep: Class 22 contains 47120 members 
Mstep: Class 23 contains 50091 members 
Mstep: Class 24 contains 43323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216992.000000 Penalty: 76057.484375
Iteration 471Q: 24 clusters Score -1.11217e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43851 members 
Mstep: Class 5 contains 44624 members 
Mstep: Class 6 contains 45413 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43325 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43453 members 
Mstep: Class 15 contains 44110 members 
Mstep: Class 16 contains 25719 members 
Mstep: Class 17 contains 38530 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46907 members 
Mstep: Class 20 contains 49012 members 
Mstep: Class 22 contains 47124 members 
Mstep: Class 23 contains 50090 members 
Mstep: Class 24 contains 43323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217024.000000 Penalty: 76057.484375
Iteration 472Q: 24 clusters Score -1.11217e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43850 members 
Mstep: Class 5 contains 44625 members 
Mstep: Class 6 contains 45413 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43326 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43453 members 
Mstep: Class 15 contains 44110 members 
Mstep: Class 16 contains 25719 members 
Mstep: Class 17 contains 38529 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46907 members 
Mstep: Class 20 contains 49013 members 
Mstep: Class 22 contains 47124 members 
Mstep: Class 23 contains 50089 members 
Mstep: Class 24 contains 43323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217072.000000 Penalty: 76057.484375
Iteration 473Q: 24 clusters Score -1.112171e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43850 members 
Mstep: Class 5 contains 44624 members 
Mstep: Class 6 contains 45412 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43332 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43453 members 
Mstep: Class 15 contains 44109 members 
Mstep: Class 16 contains 25718 members 
Mstep: Class 17 contains 38528 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46907 members 
Mstep: Class 20 contains 49013 members 
Mstep: Class 22 contains 47125 members 
Mstep: Class 23 contains 50089 members 
Mstep: Class 24 contains 43324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217104.000000 Penalty: 76057.484375
Iteration 474Q: 24 clusters Score -1.112171e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43440 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43850 members 
Mstep: Class 5 contains 44624 members 
Mstep: Class 6 contains 45412 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43335 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43453 members 
Mstep: Class 15 contains 44111 members 
Mstep: Class 16 contains 25718 members 
Mstep: Class 17 contains 38524 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46908 members 
Mstep: Class 20 contains 49013 members 
Mstep: Class 22 contains 47124 members 
Mstep: Class 23 contains 50089 members 
Mstep: Class 24 contains 43324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217120.000000 Penalty: 76057.484375
Iteration 475Q: 24 clusters Score -1.112171e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43851 members 
Mstep: Class 5 contains 44624 members 
Mstep: Class 6 contains 45413 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43337 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43456 members 
Mstep: Class 15 contains 44111 members 
Mstep: Class 16 contains 25719 members 
Mstep: Class 17 contains 38521 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46904 members 
Mstep: Class 20 contains 49013 members 
Mstep: Class 22 contains 47123 members 
Mstep: Class 23 contains 50087 members 
Mstep: Class 24 contains 43325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217104.000000 Penalty: 76057.484375
Iteration 476Q: 24 clusters Score -1.112171e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43852 members 
Mstep: Class 5 contains 44623 members 
Mstep: Class 6 contains 45412 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43345 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43457 members 
Mstep: Class 15 contains 44112 members 
Mstep: Class 16 contains 25721 members 
Mstep: Class 17 contains 38517 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46900 members 
Mstep: Class 20 contains 49011 members 
Mstep: Class 22 contains 47123 members 
Mstep: Class 23 contains 50087 members 
Mstep: Class 24 contains 43324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217120.000000 Penalty: 76057.484375
Iteration 477Q: 24 clusters Score -1.112171e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43440 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43850 members 
Mstep: Class 5 contains 44623 members 
Mstep: Class 6 contains 45414 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43347 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43458 members 
Mstep: Class 15 contains 44114 members 
Mstep: Class 16 contains 25720 members 
Mstep: Class 17 contains 38517 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46899 members 
Mstep: Class 20 contains 49013 members 
Mstep: Class 22 contains 47121 members 
Mstep: Class 23 contains 50086 members 
Mstep: Class 24 contains 43323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217152.000000 Penalty: 76057.484375
Iteration 478Q: 24 clusters Score -1.112172e+08 nChanged 34
Entering ConstructFrom: 
Score: -111217152.000000 Penalty: 76057.484375
Entering ConstructFrom: 
Trying to split cluster 1 (43440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43440 members 
Entering Unmasked Estep 
Score: -7953239.000000 Penalty: 2648.425781
	Iteration 0F: 2 clusters Score -7953239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -7924411.000000 Penalty: 5296.851562
	Iteration 0F: 3 clusters Score -7924411 nChanged 19985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -7935461.500000 Penalty: 5296.851562
	Iteration 1F: 3 clusters Score -7935462 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23031 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -7936249.000000 Penalty: 5296.851562
	Iteration 2Q: 3 clusters Score -7936249 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23788 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -7937181.500000 Penalty: 5296.851562
	Iteration 3Q: 3 clusters Score -7937182 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24876 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -7938442.000000 Penalty: 5296.851562
	Iteration 4F: 3 clusters Score -7938442 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -7940247.000000 Penalty: 5296.851562
	Iteration 5F: 3 clusters Score -7940247 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -7942519.000000 Penalty: 5296.851562
	Iteration 6F: 3 clusters Score -7942519 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29819 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -7945219.500000 Penalty: 5296.851562
	Iteration 7F: 3 clusters Score -7945220 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -7947512.500000 Penalty: 5296.851562
	Iteration 8F: 3 clusters Score -7947512 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -7948840.500000 Penalty: 5296.851562
	Iteration 9Q: 3 clusters Score -7948840 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -7949438.000000 Penalty: 5296.851562
	Iteration 10Q: 3 clusters Score -7949438 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -7949788.500000 Penalty: 5296.851562
	Iteration 11Q: 3 clusters Score -7949788 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -7950035.500000 Penalty: 5296.851562
	Iteration 12Q: 3 clusters Score -7950036 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -7950234.500000 Penalty: 5296.851562
	Iteration 13Q: 3 clusters Score -7950234 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35309 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -7950412.500000 Penalty: 5296.851562
	Iteration 14Q: 3 clusters Score -7950412 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35740 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -7950531.500000 Penalty: 5296.851562
	Iteration 15Q: 3 clusters Score -7950532 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -7950666.500000 Penalty: 5296.851562
	Iteration 16Q: 3 clusters Score -7950666 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36470 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -7950766.000000 Penalty: 5296.851562
	Iteration 17Q: 3 clusters Score -7950766 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -7950863.000000 Penalty: 5296.851562
	Iteration 18Q: 3 clusters Score -7950863 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -7950931.000000 Penalty: 5296.851562
	Iteration 19Q: 3 clusters Score -7950931 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37363 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -7950974.000000 Penalty: 5296.851562
	Iteration 20F: 3 clusters Score -7950974 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37618 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -7951034.000000 Penalty: 5296.851562
	Iteration 21Q: 3 clusters Score -7951034 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -7951083.000000 Penalty: 5296.851562
	Iteration 22Q: 3 clusters Score -7951083 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38062 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -7951088.000000 Penalty: 5296.851562
	Iteration 23Q: 3 clusters Score -7951088 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -7951133.000000 Penalty: 5296.851562
	Iteration 24Q: 3 clusters Score -7951133 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -7951141.000000 Penalty: 5296.851562
	Iteration 25Q: 3 clusters Score -7951141 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38603 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -7951171.500000 Penalty: 5296.851562
	Iteration 26Q: 3 clusters Score -7951172 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -7951160.500000 Penalty: 5296.851562
	Iteration 27Q: 3 clusters Score -7951160 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -7951199.000000 Penalty: 5296.851562
	Iteration 28Q: 3 clusters Score -7951199 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -7951258.000000 Penalty: 5296.851562
	Iteration 29Q: 3 clusters Score -7951258 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39153 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -7951309.000000 Penalty: 5296.851562
	Iteration 30Q: 3 clusters Score -7951309 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39282 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -7951335.000000 Penalty: 5296.851562
	Iteration 31Q: 3 clusters Score -7951335 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39405 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -7951370.000000 Penalty: 5296.851562
	Iteration 32Q: 3 clusters Score -7951370 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39508 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -7951390.000000 Penalty: 5296.851562
	Iteration 33Q: 3 clusters Score -7951390 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -7951416.000000 Penalty: 5296.851562
	Iteration 34Q: 3 clusters Score -7951416 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -7951412.500000 Penalty: 5296.851562
	Iteration 35Q: 3 clusters Score -7951412 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -7951425.000000 Penalty: 5296.851562
	Iteration 36Q: 3 clusters Score -7951425 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -7951433.500000 Penalty: 5296.851562
	Iteration 37Q: 3 clusters Score -7951434 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -7951457.500000 Penalty: 5296.851562
	Iteration 38Q: 3 clusters Score -7951458 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -7951469.000000 Penalty: 5296.851562
	Iteration 39Q: 3 clusters Score -7951469 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40064 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -7951475.000000 Penalty: 5296.851562
	Iteration 40F: 3 clusters Score -7951475 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -7951488.000000 Penalty: 5296.851562
	Iteration 41Q: 3 clusters Score -7951488 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -7951479.500000 Penalty: 5296.851562
	Iteration 42Q: 3 clusters Score -7951480 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40182 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -7951487.000000 Penalty: 5296.851562
	Iteration 43Q: 3 clusters Score -7951487 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -7951500.500000 Penalty: 5296.851562
	Iteration 44Q: 3 clusters Score -7951500 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -7951514.000000 Penalty: 5296.851562
	Iteration 45Q: 3 clusters Score -7951514 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -7951504.000000 Penalty: 5296.851562
	Iteration 46Q: 3 clusters Score -7951504 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40329 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -7951522.500000 Penalty: 5296.851562
	Iteration 47Q: 3 clusters Score -7951522 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -7951540.500000 Penalty: 5296.851562
	Iteration 48Q: 3 clusters Score -7951540 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -7951542.000000 Penalty: 5296.851562
	Iteration 49Q: 3 clusters Score -7951542 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40439 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -7951549.500000 Penalty: 5296.851562
	Iteration 50Q: 3 clusters Score -7951550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40466 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -7951548.500000 Penalty: 5296.851562
	Iteration 51Q: 3 clusters Score -7951548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -7951550.500000 Penalty: 5296.851562
	Iteration 52Q: 3 clusters Score -7951550 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40508 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -7951565.500000 Penalty: 5296.851562
	Iteration 53Q: 3 clusters Score -7951566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -7951562.500000 Penalty: 5296.851562
	Iteration 54Q: 3 clusters Score -7951562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -7951565.000000 Penalty: 5296.851562
	Iteration 55Q: 3 clusters Score -7951565 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -7951562.500000 Penalty: 5296.851562
	Iteration 56Q: 3 clusters Score -7951562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -7951561.500000 Penalty: 5296.851562
	Iteration 57Q: 3 clusters Score -7951562 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -7951569.500000 Penalty: 5296.851562
	Iteration 58Q: 3 clusters Score -7951570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40581 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -7951565.000000 Penalty: 5296.851562
	Iteration 59Q: 3 clusters Score -7951565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -7951565.500000 Penalty: 5296.851562
	Iteration 60F: 3 clusters Score -7951566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -7951578.000000 Penalty: 5296.851562
	Iteration 61Q: 3 clusters Score -7951578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40608 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -7951579.000000 Penalty: 5296.851562
	Iteration 62Q: 3 clusters Score -7951579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -7951570.500000 Penalty: 5296.851562
	Iteration 63Q: 3 clusters Score -7951570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40622 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -7951575.500000 Penalty: 5296.851562
	Iteration 64Q: 3 clusters Score -7951576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -7951573.000000 Penalty: 5296.851562
	Iteration 65Q: 3 clusters Score -7951573 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40637 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -7951576.500000 Penalty: 5296.851562
	Iteration 66Q: 3 clusters Score -7951576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -7951578.500000 Penalty: 5296.851562
	Iteration 67Q: 3 clusters Score -7951578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40664 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -7951578.500000 Penalty: 5296.851562
	Iteration 68Q: 3 clusters Score -7951578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -7951583.500000 Penalty: 5296.851562
	Iteration 69Q: 3 clusters Score -7951584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40681 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -7951583.000000 Penalty: 5296.851562
	Iteration 70Q: 3 clusters Score -7951583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40690 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -7951579.500000 Penalty: 5296.851562
	Iteration 71Q: 3 clusters Score -7951580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -7951580.500000 Penalty: 5296.851562
	Iteration 72Q: 3 clusters Score -7951580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -7951582.500000 Penalty: 5296.851562
	Iteration 73Q: 3 clusters Score -7951582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -7951589.500000 Penalty: 5296.851562
	Iteration 74Q: 3 clusters Score -7951590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40713 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -7951587.000000 Penalty: 5296.851562
	Iteration 75Q: 3 clusters Score -7951587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40720 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -7951579.000000 Penalty: 5296.851562
	Iteration 76Q: 3 clusters Score -7951579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -7951574.000000 Penalty: 5296.851562
	Iteration 77Q: 3 clusters Score -7951574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40733 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -7951580.000000 Penalty: 5296.851562
	Iteration 78Q: 3 clusters Score -7951580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -7951582.500000 Penalty: 5296.851562
	Iteration 79Q: 3 clusters Score -7951582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -7951590.500000 Penalty: 5296.851562
	Iteration 80F: 3 clusters Score -7951590 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -7951582.000000 Penalty: 5296.851562
	Iteration 81Q: 3 clusters Score -7951582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -7951586.000000 Penalty: 5296.851562
	Iteration 82Q: 3 clusters Score -7951586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40780 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -7951592.500000 Penalty: 5296.851562
	Iteration 83Q: 3 clusters Score -7951592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -7951590.000000 Penalty: 5296.851562
	Iteration 84Q: 3 clusters Score -7951590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -7951592.000000 Penalty: 5296.851562
	Iteration 85Q: 3 clusters Score -7951592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -7951587.500000 Penalty: 5296.851562
	Iteration 86Q: 3 clusters Score -7951588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -7951594.000000 Penalty: 5296.851562
	Iteration 87Q: 3 clusters Score -7951594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -7951587.000000 Penalty: 5296.851562
	Iteration 88Q: 3 clusters Score -7951587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40810 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -7951585.000000 Penalty: 5296.851562
	Iteration 89Q: 3 clusters Score -7951585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40814 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -7951583.000000 Penalty: 5296.851562
	Iteration 90Q: 3 clusters Score -7951583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -7951585.000000 Penalty: 5296.851562
	Iteration 91Q: 3 clusters Score -7951585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40815 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -7951585.000000 Penalty: 5296.851562
	Iteration 92F: 3 clusters Score -7951585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Entering Unmasked Estep 
Score: -28538.332031 Penalty: 1466.548828
	Iteration 0F: 2 clusters Score -28538.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -27413.214844 Penalty: 2933.097656
	Iteration 0F: 3 clusters Score -27413.21 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -27694.593750 Penalty: 2933.097656
	Iteration 1F: 3 clusters Score -27694.59 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -27876.414062 Penalty: 2933.097656
	Iteration 2F: 3 clusters Score -27876.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -27963.867188 Penalty: 2933.097656
	Iteration 3Q: 3 clusters Score -27963.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -28037.162109 Penalty: 2933.097656
	Iteration 4Q: 3 clusters Score -28037.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -28056.861328 Penalty: 2933.097656
	Iteration 5Q: 3 clusters Score -28056.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -28064.632812 Penalty: 2933.097656
	Iteration 6Q: 3 clusters Score -28064.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -28067.667969 Penalty: 2933.097656
	Iteration 7Q: 3 clusters Score -28067.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -28067.667969 Penalty: 2933.097656
	Iteration 8F: 3 clusters Score -28067.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Entering Unmasked Estep 
Score: -404709.625000 Penalty: 1927.538208
	Iteration 0F: 2 clusters Score -404709.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -401844.718750 Penalty: 3855.076416
	Iteration 0F: 3 clusters Score -401844.7 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -402455.343750 Penalty: 3855.076416
	Iteration 1F: 3 clusters Score -402455.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -402664.187500 Penalty: 3855.076416
	Iteration 2F: 3 clusters Score -402664.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -402811.625000 Penalty: 3855.076416
	Iteration 3F: 3 clusters Score -402811.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -402961.156250 Penalty: 3855.076416
	Iteration 4F: 3 clusters Score -402961.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -403052.468750 Penalty: 3855.076416
	Iteration 5Q: 3 clusters Score -403052.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -403146.500000 Penalty: 3855.076416
	Iteration 6Q: 3 clusters Score -403146.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -403232.906250 Penalty: 3855.076416
	Iteration 7Q: 3 clusters Score -403232.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -403349.750000 Penalty: 3855.076416
	Iteration 8Q: 3 clusters Score -403349.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -403465.375000 Penalty: 3855.076416
	Iteration 9Q: 3 clusters Score -403465.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -403594.406250 Penalty: 3855.076416
	Iteration 10Q: 3 clusters Score -403594.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -403680.718750 Penalty: 3855.076416
	Iteration 11Q: 3 clusters Score -403680.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -403729.343750 Penalty: 3855.076416
	Iteration 12Q: 3 clusters Score -403729.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -403769.531250 Penalty: 3855.076416
	Iteration 13Q: 3 clusters Score -403769.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -403798.500000 Penalty: 3855.076416
	Iteration 14Q: 3 clusters Score -403798.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -403820.625000 Penalty: 3855.076416
	Iteration 15Q: 3 clusters Score -403820.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -403837.718750 Penalty: 3855.076416
	Iteration 16Q: 3 clusters Score -403837.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -403845.531250 Penalty: 3855.076416
	Iteration 17Q: 3 clusters Score -403845.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -403849.843750 Penalty: 3855.076416
	Iteration 18Q: 3 clusters Score -403849.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -403853.968750 Penalty: 3855.076416
	Iteration 19Q: 3 clusters Score -403854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -403860.250000 Penalty: 3855.076416
	Iteration 20F: 3 clusters Score -403860.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -403871.187500 Penalty: 3855.076416
	Iteration 21Q: 3 clusters Score -403871.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -403878.812500 Penalty: 3855.076416
	Iteration 22Q: 3 clusters Score -403878.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -403882.156250 Penalty: 3855.076416
	Iteration 23Q: 3 clusters Score -403882.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -403882.906250 Penalty: 3855.076416
	Iteration 24Q: 3 clusters Score -403882.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -403884.906250 Penalty: 3855.076416
	Iteration 25Q: 3 clusters Score -403884.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -403887.125000 Penalty: 3855.076416
	Iteration 26Q: 3 clusters Score -403887.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -403887.593750 Penalty: 3855.076416
	Iteration 27Q: 3 clusters Score -403887.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -403888.125000 Penalty: 3855.076416
	Iteration 28Q: 3 clusters Score -403888.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -403888.468750 Penalty: 3855.076416
	Iteration 29Q: 3 clusters Score -403888.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -403889.625000 Penalty: 3855.076416
	Iteration 30Q: 3 clusters Score -403889.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -403890.093750 Penalty: 3855.076416
	Iteration 31Q: 3 clusters Score -403890.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -403892.593750 Penalty: 3855.076416
	Iteration 32Q: 3 clusters Score -403892.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -403892.875000 Penalty: 3855.076416
	Iteration 33Q: 3 clusters Score -403892.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -403893.312500 Penalty: 3855.076416
	Iteration 34Q: 3 clusters Score -403893.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -403893.312500 Penalty: 3855.076416
	Iteration 35F: 3 clusters Score -403893.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43854 members 
Entering Unmasked Estep 
Score: -8023638.500000 Penalty: 2650.778076
	Iteration 0F: 2 clusters Score -8023638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -7994571.000000 Penalty: 5301.556152
	Iteration 0F: 3 clusters Score -7994571 nChanged 20315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -8005924.000000 Penalty: 5301.556152
	Iteration 1F: 3 clusters Score -8005924 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -8006586.000000 Penalty: 5301.556152
	Iteration 2Q: 3 clusters Score -8006586 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -8007227.000000 Penalty: 5301.556152
	Iteration 3Q: 3 clusters Score -8007227 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24967 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -8008051.000000 Penalty: 5301.556152
	Iteration 4Q: 3 clusters Score -8008051 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -8009139.000000 Penalty: 5301.556152
	Iteration 5Q: 3 clusters Score -8009139 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -8010337.500000 Penalty: 5301.556152
	Iteration 6Q: 3 clusters Score -8010338 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -8011823.000000 Penalty: 5301.556152
	Iteration 7Q: 3 clusters Score -8011823 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -8013457.000000 Penalty: 5301.556152
	Iteration 8F: 3 clusters Score -8013457 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -8015001.000000 Penalty: 5301.556152
	Iteration 9Q: 3 clusters Score -8015001 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -8016128.000000 Penalty: 5301.556152
	Iteration 10Q: 3 clusters Score -8016128 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -8016894.000000 Penalty: 5301.556152
	Iteration 11Q: 3 clusters Score -8016894 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -8017346.000000 Penalty: 5301.556152
	Iteration 12Q: 3 clusters Score -8017346 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35100 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -8017641.500000 Penalty: 5301.556152
	Iteration 13Q: 3 clusters Score -8017642 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35722 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -8017936.000000 Penalty: 5301.556152
	Iteration 14Q: 3 clusters Score -8017936 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36327 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -8018160.000000 Penalty: 5301.556152
	Iteration 15Q: 3 clusters Score -8018160 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36925 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -8018408.000000 Penalty: 5301.556152
	Iteration 16Q: 3 clusters Score -8018408 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37555 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -8018675.500000 Penalty: 5301.556152
	Iteration 17Q: 3 clusters Score -8018676 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38183 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -8018930.000000 Penalty: 5301.556152
	Iteration 18Q: 3 clusters Score -8018930 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -8019167.500000 Penalty: 5301.556152
	Iteration 19Q: 3 clusters Score -8019168 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -8019391.500000 Penalty: 5301.556152
	Iteration 20F: 3 clusters Score -8019392 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -8019646.500000 Penalty: 5301.556152
	Iteration 21Q: 3 clusters Score -8019646 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -8019904.000000 Penalty: 5301.556152
	Iteration 22Q: 3 clusters Score -8019904 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -8020203.500000 Penalty: 5301.556152
	Iteration 23Q: 3 clusters Score -8020204 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -8020494.500000 Penalty: 5301.556152
	Iteration 24Q: 3 clusters Score -8020494 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41906 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -8020711.000000 Penalty: 5301.556152
	Iteration 25Q: 3 clusters Score -8020711 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -8020928.500000 Penalty: 5301.556152
	Iteration 26Q: 3 clusters Score -8020928 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -8021118.000000 Penalty: 5301.556152
	Iteration 27Q: 3 clusters Score -8021118 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -8021246.500000 Penalty: 5301.556152
	Iteration 28Q: 3 clusters Score -8021246 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -8021323.000000 Penalty: 5301.556152
	Iteration 29Q: 3 clusters Score -8021323 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43034 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8021386.500000 Penalty: 5301.556152
	Iteration 30Q: 3 clusters Score -8021386 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43119 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -8021426.500000 Penalty: 5301.556152
	Iteration 31Q: 3 clusters Score -8021426 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43177 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8021437.500000 Penalty: 5301.556152
	Iteration 32Q: 3 clusters Score -8021438 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43219 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -8021460.000000 Penalty: 5301.556152
	Iteration 33Q: 3 clusters Score -8021460 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43243 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -8021461.500000 Penalty: 5301.556152
	Iteration 34Q: 3 clusters Score -8021462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43264 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -8021468.000000 Penalty: 5301.556152
	Iteration 35Q: 3 clusters Score -8021468 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43283 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8021480.000000 Penalty: 5301.556152
	Iteration 36Q: 3 clusters Score -8021480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43298 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8021485.500000 Penalty: 5301.556152
	Iteration 37Q: 3 clusters Score -8021486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -8021495.000000 Penalty: 5301.556152
	Iteration 38Q: 3 clusters Score -8021495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43327 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -8021507.000000 Penalty: 5301.556152
	Iteration 39Q: 3 clusters Score -8021507 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8021521.000000 Penalty: 5301.556152
	Iteration 40F: 3 clusters Score -8021521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43341 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -8021531.500000 Penalty: 5301.556152
	Iteration 41Q: 3 clusters Score -8021532 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8021542.000000 Penalty: 5301.556152
	Iteration 42Q: 3 clusters Score -8021542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43360 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8021553.500000 Penalty: 5301.556152
	Iteration 43Q: 3 clusters Score -8021554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43367 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8021549.500000 Penalty: 5301.556152
	Iteration 44Q: 3 clusters Score -8021550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43369 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -8021550.500000 Penalty: 5301.556152
	Iteration 45Q: 3 clusters Score -8021550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8021551.500000 Penalty: 5301.556152
	Iteration 46Q: 3 clusters Score -8021552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43373 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8021544.000000 Penalty: 5301.556152
	Iteration 47Q: 3 clusters Score -8021544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43373 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -8021544.000000 Penalty: 5301.556152
	Iteration 48F: 3 clusters Score -8021544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44623 members 
Entering Unmasked Estep 
Score: -8192828.000000 Penalty: 2655.089355
	Iteration 0F: 2 clusters Score -8192828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22504 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -8164187.500000 Penalty: 5310.178711
	Iteration 0F: 3 clusters Score -8164188 nChanged 20546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -8175628.000000 Penalty: 5310.178711
	Iteration 1F: 3 clusters Score -8175628 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -8176254.000000 Penalty: 5310.178711
	Iteration 2Q: 3 clusters Score -8176254 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -8176975.500000 Penalty: 5310.178711
	Iteration 3Q: 3 clusters Score -8176976 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28154 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -8177951.000000 Penalty: 5310.178711
	Iteration 4Q: 3 clusters Score -8177951 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -8179635.000000 Penalty: 5310.178711
	Iteration 5F: 3 clusters Score -8179635 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -8181987.500000 Penalty: 5310.178711
	Iteration 6F: 3 clusters Score -8181988 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36901 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -8184943.000000 Penalty: 5310.178711
	Iteration 7F: 3 clusters Score -8184943 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39967 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -8187644.000000 Penalty: 5310.178711
	Iteration 8F: 3 clusters Score -8187644 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42174 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -8189278.000000 Penalty: 5310.178711
	Iteration 9Q: 3 clusters Score -8189278 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -8190027.000000 Penalty: 5310.178711
	Iteration 10Q: 3 clusters Score -8190027 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43855 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8190324.000000 Penalty: 5310.178711
	Iteration 11Q: 3 clusters Score -8190324 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8190436.000000 Penalty: 5310.178711
	Iteration 12Q: 3 clusters Score -8190436 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44181 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -8190504.500000 Penalty: 5310.178711
	Iteration 13Q: 3 clusters Score -8190504 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44234 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -8190552.500000 Penalty: 5310.178711
	Iteration 14Q: 3 clusters Score -8190552 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44269 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -8190601.000000 Penalty: 5310.178711
	Iteration 15Q: 3 clusters Score -8190601 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44288 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -8190621.500000 Penalty: 5310.178711
	Iteration 16Q: 3 clusters Score -8190622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44296 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8190637.000000 Penalty: 5310.178711
	Iteration 17Q: 3 clusters Score -8190637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44304 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8190642.500000 Penalty: 5310.178711
	Iteration 18Q: 3 clusters Score -8190642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44310 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -8190645.000000 Penalty: 5310.178711
	Iteration 19Q: 3 clusters Score -8190645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44312 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -8190648.000000 Penalty: 5310.178711
	Iteration 20F: 3 clusters Score -8190648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44314 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -8190658.500000 Penalty: 5310.178711
	Iteration 21Q: 3 clusters Score -8190658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44317 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8190657.000000 Penalty: 5310.178711
	Iteration 22Q: 3 clusters Score -8190657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44319 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8190660.500000 Penalty: 5310.178711
	Iteration 23Q: 3 clusters Score -8190660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44323 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8190662.500000 Penalty: 5310.178711
	Iteration 24Q: 3 clusters Score -8190662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44324 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -8190665.000000 Penalty: 5310.178711
	Iteration 25Q: 3 clusters Score -8190665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8190663.000000 Penalty: 5310.178711
	Iteration 26Q: 3 clusters Score -8190663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8190663.000000 Penalty: 5310.178711
	Iteration 27F: 3 clusters Score -8190663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45412 members 
Entering Unmasked Estep 
Score: -8253907.000000 Penalty: 2659.435791
	Iteration 0F: 2 clusters Score -8253907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -8223865.000000 Penalty: 5318.871582
	Iteration 0F: 3 clusters Score -8223865 nChanged 20754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 22350 members 
Entering Unmasked Estep 
Score: -8235215.500000 Penalty: 5318.871582
	Iteration 1F: 3 clusters Score -8235216 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -8235932.000000 Penalty: 5318.871582
	Iteration 2Q: 3 clusters Score -8235932 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -8236815.000000 Penalty: 5318.871582
	Iteration 3Q: 3 clusters Score -8236815 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -8237971.000000 Penalty: 5318.871582
	Iteration 4F: 3 clusters Score -8237971 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -8239454.500000 Penalty: 5318.871582
	Iteration 5F: 3 clusters Score -8239454 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -8241400.000000 Penalty: 5318.871582
	Iteration 6F: 3 clusters Score -8241400 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -8243497.000000 Penalty: 5318.871582
	Iteration 7F: 3 clusters Score -8243497 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -8245504.000000 Penalty: 5318.871582
	Iteration 8F: 3 clusters Score -8245504 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -8246971.000000 Penalty: 5318.871582
	Iteration 9Q: 3 clusters Score -8246971 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -8247817.500000 Penalty: 5318.871582
	Iteration 10Q: 3 clusters Score -8247818 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -8248337.500000 Penalty: 5318.871582
	Iteration 11Q: 3 clusters Score -8248338 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -8248754.000000 Penalty: 5318.871582
	Iteration 12Q: 3 clusters Score -8248754 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33307 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -8249175.500000 Penalty: 5318.871582
	Iteration 13Q: 3 clusters Score -8249176 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -8249549.500000 Penalty: 5318.871582
	Iteration 14Q: 3 clusters Score -8249550 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -8249867.000000 Penalty: 5318.871582
	Iteration 15Q: 3 clusters Score -8249867 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -8250138.500000 Penalty: 5318.871582
	Iteration 16Q: 3 clusters Score -8250138 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -8250297.500000 Penalty: 5318.871582
	Iteration 17Q: 3 clusters Score -8250298 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -8250491.500000 Penalty: 5318.871582
	Iteration 18Q: 3 clusters Score -8250492 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -8250615.000000 Penalty: 5318.871582
	Iteration 19Q: 3 clusters Score -8250615 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -8250727.000000 Penalty: 5318.871582
	Iteration 20F: 3 clusters Score -8250727 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -8250856.000000 Penalty: 5318.871582
	Iteration 21Q: 3 clusters Score -8250856 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -8250942.500000 Penalty: 5318.871582
	Iteration 22Q: 3 clusters Score -8250942 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -8251051.000000 Penalty: 5318.871582
	Iteration 23Q: 3 clusters Score -8251051 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38621 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -8251148.000000 Penalty: 5318.871582
	Iteration 24Q: 3 clusters Score -8251148 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -8251216.500000 Penalty: 5318.871582
	Iteration 25Q: 3 clusters Score -8251216 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -8251310.000000 Penalty: 5318.871582
	Iteration 26Q: 3 clusters Score -8251310 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -8251366.500000 Penalty: 5318.871582
	Iteration 27Q: 3 clusters Score -8251366 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -8251415.500000 Penalty: 5318.871582
	Iteration 28Q: 3 clusters Score -8251416 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40030 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -8251490.500000 Penalty: 5318.871582
	Iteration 29Q: 3 clusters Score -8251490 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -8251550.000000 Penalty: 5318.871582
	Iteration 30Q: 3 clusters Score -8251550 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40497 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -8251624.000000 Penalty: 5318.871582
	Iteration 31Q: 3 clusters Score -8251624 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40717 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -8251681.500000 Penalty: 5318.871582
	Iteration 32Q: 3 clusters Score -8251682 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40935 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -8251739.500000 Penalty: 5318.871582
	Iteration 33Q: 3 clusters Score -8251740 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -8251781.500000 Penalty: 5318.871582
	Iteration 34Q: 3 clusters Score -8251782 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -8251812.000000 Penalty: 5318.871582
	Iteration 35Q: 3 clusters Score -8251812 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -8251853.000000 Penalty: 5318.871582
	Iteration 36Q: 3 clusters Score -8251853 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -8251900.000000 Penalty: 5318.871582
	Iteration 37Q: 3 clusters Score -8251900 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41911 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -8251925.500000 Penalty: 5318.871582
	Iteration 38Q: 3 clusters Score -8251926 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -8251932.500000 Penalty: 5318.871582
	Iteration 39Q: 3 clusters Score -8251932 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42218 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -8251951.000000 Penalty: 5318.871582
	Iteration 40F: 3 clusters Score -8251951 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42339 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -8251993.500000 Penalty: 5318.871582
	Iteration 41Q: 3 clusters Score -8251994 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42452 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -8252005.000000 Penalty: 5318.871582
	Iteration 42Q: 3 clusters Score -8252005 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42569 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -8252004.000000 Penalty: 5318.871582
	Iteration 43Q: 3 clusters Score -8252004 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -8252047.000000 Penalty: 5318.871582
	Iteration 44Q: 3 clusters Score -8252047 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -8252048.500000 Penalty: 5318.871582
	Iteration 45Q: 3 clusters Score -8252048 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -8252058.000000 Penalty: 5318.871582
	Iteration 46Q: 3 clusters Score -8252058 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -8252055.000000 Penalty: 5318.871582
	Iteration 47Q: 3 clusters Score -8252055 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42967 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -8252053.000000 Penalty: 5318.871582
	Iteration 48Q: 3 clusters Score -8252053 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43020 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -8252048.500000 Penalty: 5318.871582
	Iteration 49Q: 3 clusters Score -8252048 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43073 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -8252056.000000 Penalty: 5318.871582
	Iteration 50Q: 3 clusters Score -8252056 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -8252048.000000 Penalty: 5318.871582
	Iteration 51Q: 3 clusters Score -8252048 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -8252060.500000 Penalty: 5318.871582
	Iteration 52Q: 3 clusters Score -8252060 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43176 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -8252058.000000 Penalty: 5318.871582
	Iteration 53Q: 3 clusters Score -8252058 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43201 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -8252051.500000 Penalty: 5318.871582
	Iteration 54Q: 3 clusters Score -8252052 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43221 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -8252035.000000 Penalty: 5318.871582
	Iteration 55Q: 3 clusters Score -8252035 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43237 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -8252039.500000 Penalty: 5318.871582
	Iteration 56Q: 3 clusters Score -8252040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43252 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -8252045.500000 Penalty: 5318.871582
	Iteration 57Q: 3 clusters Score -8252046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43264 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -8252030.500000 Penalty: 5318.871582
	Iteration 58Q: 3 clusters Score -8252030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43275 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -8252037.500000 Penalty: 5318.871582
	Iteration 59Q: 3 clusters Score -8252038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -8252031.500000 Penalty: 5318.871582
	Iteration 60F: 3 clusters Score -8252032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -8252039.500000 Penalty: 5318.871582
	Iteration 61Q: 3 clusters Score -8252040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43316 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -8252035.000000 Penalty: 5318.871582
	Iteration 62Q: 3 clusters Score -8252035 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43331 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -8252037.000000 Penalty: 5318.871582
	Iteration 63Q: 3 clusters Score -8252037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43345 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -8252038.500000 Penalty: 5318.871582
	Iteration 64Q: 3 clusters Score -8252038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43357 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -8252035.000000 Penalty: 5318.871582
	Iteration 65Q: 3 clusters Score -8252035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43368 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -8252035.000000 Penalty: 5318.871582
	Iteration 66Q: 3 clusters Score -8252035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -8252046.000000 Penalty: 5318.871582
	Iteration 67Q: 3 clusters Score -8252046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -8252047.000000 Penalty: 5318.871582
	Iteration 68Q: 3 clusters Score -8252047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -8252049.500000 Penalty: 5318.871582
	Iteration 69Q: 3 clusters Score -8252050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43401 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -8252044.000000 Penalty: 5318.871582
	Iteration 70Q: 3 clusters Score -8252044 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -8252038.500000 Penalty: 5318.871582
	Iteration 71Q: 3 clusters Score -8252038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -8252038.000000 Penalty: 5318.871582
	Iteration 72Q: 3 clusters Score -8252038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43448 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -8252045.500000 Penalty: 5318.871582
	Iteration 73Q: 3 clusters Score -8252046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43460 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -8252044.000000 Penalty: 5318.871582
	Iteration 74Q: 3 clusters Score -8252044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43471 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -8252037.000000 Penalty: 5318.871582
	Iteration 75Q: 3 clusters Score -8252037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -8252045.000000 Penalty: 5318.871582
	Iteration 76Q: 3 clusters Score -8252045 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -8252042.000000 Penalty: 5318.871582
	Iteration 77Q: 3 clusters Score -8252042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43493 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -8252056.500000 Penalty: 5318.871582
	Iteration 78Q: 3 clusters Score -8252056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -8252062.000000 Penalty: 5318.871582
	Iteration 79Q: 3 clusters Score -8252062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43499 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -8252064.000000 Penalty: 5318.871582
	Iteration 80F: 3 clusters Score -8252064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -8252062.500000 Penalty: 5318.871582
	Iteration 81Q: 3 clusters Score -8252062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43512 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -8252059.500000 Penalty: 5318.871582
	Iteration 82Q: 3 clusters Score -8252060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43516 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -8252066.500000 Penalty: 5318.871582
	Iteration 83Q: 3 clusters Score -8252066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43518 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -8252059.000000 Penalty: 5318.871582
	Iteration 84Q: 3 clusters Score -8252059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43521 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -8252056.000000 Penalty: 5318.871582
	Iteration 85Q: 3 clusters Score -8252056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43521 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -8252056.000000 Penalty: 5318.871582
	Iteration 86F: 3 clusters Score -8252056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Entering Unmasked Estep 
Score: -71848.289062 Penalty: 1608.189575
	Iteration 0F: 2 clusters Score -71848.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -70279.585938 Penalty: 3216.379150
	Iteration 0F: 3 clusters Score -70279.59 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -70732.617188 Penalty: 3216.379150
	Iteration 1F: 3 clusters Score -70732.62 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -70982.148438 Penalty: 3216.379150
	Iteration 2F: 3 clusters Score -70982.15 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -71203.218750 Penalty: 3216.379150
	Iteration 3F: 3 clusters Score -71203.22 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -71409.929688 Penalty: 3216.379150
	Iteration 4Q: 3 clusters Score -71409.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -71534.648438 Penalty: 3216.379150
	Iteration 5Q: 3 clusters Score -71534.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -71611.382812 Penalty: 3216.379150
	Iteration 6Q: 3 clusters Score -71611.38 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -71686.710938 Penalty: 3216.379150
	Iteration 7Q: 3 clusters Score -71686.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -71737.578125 Penalty: 3216.379150
	Iteration 8Q: 3 clusters Score -71737.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -71763.781250 Penalty: 3216.379150
	Iteration 9Q: 3 clusters Score -71763.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -71786.757812 Penalty: 3216.379150
	Iteration 10Q: 3 clusters Score -71786.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -71798.265625 Penalty: 3216.379150
	Iteration 11Q: 3 clusters Score -71798.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -71802.562500 Penalty: 3216.379150
	Iteration 12Q: 3 clusters Score -71802.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -71812.007812 Penalty: 3216.379150
	Iteration 13Q: 3 clusters Score -71812.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -71813.835938 Penalty: 3216.379150
	Iteration 14Q: 3 clusters Score -71813.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -71818.976562 Penalty: 3216.379150
	Iteration 15Q: 3 clusters Score -71818.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -71825.101562 Penalty: 3216.379150
	Iteration 16Q: 3 clusters Score -71825.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -71828.601562 Penalty: 3216.379150
	Iteration 17Q: 3 clusters Score -71828.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -71828.601562 Penalty: 3216.379150
	Iteration 18F: 3 clusters Score -71828.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (43344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43344 members 
Entering Unmasked Estep 
Score: -7866064.000000 Penalty: 2647.877197
	Iteration 0F: 2 clusters Score -7866064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -7837174.000000 Penalty: 5295.754395
	Iteration 0F: 3 clusters Score -7837174 nChanged 19935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -7847927.500000 Penalty: 5295.754395
	Iteration 1F: 3 clusters Score -7847928 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -7848398.000000 Penalty: 5295.754395
	Iteration 2Q: 3 clusters Score -7848398 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -7848916.000000 Penalty: 5295.754395
	Iteration 3Q: 3 clusters Score -7848916 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -7849408.000000 Penalty: 5295.754395
	Iteration 4Q: 3 clusters Score -7849408 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -7849938.000000 Penalty: 5295.754395
	Iteration 5Q: 3 clusters Score -7849938 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -7850702.500000 Penalty: 5295.754395
	Iteration 6Q: 3 clusters Score -7850702 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -7851726.000000 Penalty: 5295.754395
	Iteration 7Q: 3 clusters Score -7851726 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -7852890.500000 Penalty: 5295.754395
	Iteration 8Q: 3 clusters Score -7852890 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -7854411.500000 Penalty: 5295.754395
	Iteration 9F: 3 clusters Score -7854412 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -7856098.000000 Penalty: 5295.754395
	Iteration 10F: 3 clusters Score -7856098 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -7857630.500000 Penalty: 5295.754395
	Iteration 11F: 3 clusters Score -7857630 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -7858723.500000 Penalty: 5295.754395
	Iteration 12Q: 3 clusters Score -7858724 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -7859348.000000 Penalty: 5295.754395
	Iteration 13Q: 3 clusters Score -7859348 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -7859608.500000 Penalty: 5295.754395
	Iteration 14Q: 3 clusters Score -7859608 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -7859757.000000 Penalty: 5295.754395
	Iteration 15Q: 3 clusters Score -7859757 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22495 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -7859907.000000 Penalty: 5295.754395
	Iteration 16Q: 3 clusters Score -7859907 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -7859981.000000 Penalty: 5295.754395
	Iteration 17Q: 3 clusters Score -7859981 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -7860063.000000 Penalty: 5295.754395
	Iteration 18Q: 3 clusters Score -7860063 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -7860135.500000 Penalty: 5295.754395
	Iteration 19Q: 3 clusters Score -7860136 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -7860187.500000 Penalty: 5295.754395
	Iteration 20F: 3 clusters Score -7860188 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24076 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -7860327.000000 Penalty: 5295.754395
	Iteration 21Q: 3 clusters Score -7860327 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -7860472.000000 Penalty: 5295.754395
	Iteration 22Q: 3 clusters Score -7860472 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -7860624.000000 Penalty: 5295.754395
	Iteration 23Q: 3 clusters Score -7860624 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25460 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -7860747.500000 Penalty: 5295.754395
	Iteration 24Q: 3 clusters Score -7860748 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -7860930.500000 Penalty: 5295.754395
	Iteration 25Q: 3 clusters Score -7860930 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -7861114.000000 Penalty: 5295.754395
	Iteration 26Q: 3 clusters Score -7861114 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -7861353.500000 Penalty: 5295.754395
	Iteration 27Q: 3 clusters Score -7861354 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -7861590.500000 Penalty: 5295.754395
	Iteration 28Q: 3 clusters Score -7861590 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -7861820.000000 Penalty: 5295.754395
	Iteration 29Q: 3 clusters Score -7861820 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -7862004.500000 Penalty: 5295.754395
	Iteration 30Q: 3 clusters Score -7862004 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -7862195.500000 Penalty: 5295.754395
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Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 13226 members 
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Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 12679 members 
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Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 12176 members 
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Mstep: Class 2 contains 11711 members 
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Mstep: Class 2 contains 11286 members 
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Mstep: Class 2 contains 10882 members 
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Mstep: Class 2 contains 10510 members 
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Mstep: Class 2 contains 10177 members 
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Mstep: Class 2 contains 9873 members 
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Mstep: Class 2 contains 9001 members 
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Mstep: Class 2 contains 8708 members 
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Mstep: Class 2 contains 7959 members 
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Mstep: Class 2 contains 7701 members 
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Mstep: Class 2 contains 7208 members 
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Mstep: Class 2 contains 6984 members 
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	Iteration 119Q: 3 clusters Score -7864286 nChanged 1
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	Iteration 120F: 3 clusters Score -7864289 nChanged 5
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	Iteration 122Q: 3 clusters Score -7864281 nChanged 3
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	Iteration 123Q: 3 clusters Score -7864288 nChanged 5
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	Iteration 124Q: 3 clusters Score -7864278 nChanged 7
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Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -7864275.500000 Penalty: 5295.754395
	Iteration 125Q: 3 clusters Score -7864276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -7864273.000000 Penalty: 5295.754395
	Iteration 126Q: 3 clusters Score -7864273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41708 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -7864275.500000 Penalty: 5295.754395
	Iteration 127Q: 3 clusters Score -7864276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -7864279.000000 Penalty: 5295.754395
	Iteration 128Q: 3 clusters Score -7864279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -7864279.000000 Penalty: 5295.754395
	Iteration 129F: 3 clusters Score -7864279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -209014.781250 Penalty: 1776.850708
	Iteration 0F: 2 clusters Score -209014.8 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 663 members 
Entering Unmasked Estep 
Score: -206869.984375 Penalty: 3553.701416
	Iteration 0F: 3 clusters Score -206870 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -207276.078125 Penalty: 3553.701416
	Iteration 1F: 3 clusters Score -207276.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -207410.250000 Penalty: 3553.701416
	Iteration 2F: 3 clusters Score -207410.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -207467.656250 Penalty: 3553.701416
	Iteration 3Q: 3 clusters Score -207467.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -207520.546875 Penalty: 3553.701416
	Iteration 4Q: 3 clusters Score -207520.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -207584.140625 Penalty: 3553.701416
	Iteration 5Q: 3 clusters Score -207584.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -207646.343750 Penalty: 3553.701416
	Iteration 6Q: 3 clusters Score -207646.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -207684.265625 Penalty: 3553.701416
	Iteration 7Q: 3 clusters Score -207684.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -207715.640625 Penalty: 3553.701416
	Iteration 8Q: 3 clusters Score -207715.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -207754.875000 Penalty: 3553.701416
	Iteration 9Q: 3 clusters Score -207754.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -207798.156250 Penalty: 3553.701416
	Iteration 10Q: 3 clusters Score -207798.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -207841.750000 Penalty: 3553.701416
	Iteration 11Q: 3 clusters Score -207841.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -207867.765625 Penalty: 3553.701416
	Iteration 12Q: 3 clusters Score -207867.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -207910.500000 Penalty: 3553.701416
	Iteration 13Q: 3 clusters Score -207910.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -207958.187500 Penalty: 3553.701416
	Iteration 14Q: 3 clusters Score -207958.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -208021.796875 Penalty: 3553.701416
	Iteration 15Q: 3 clusters Score -208021.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -208063.812500 Penalty: 3553.701416
	Iteration 16Q: 3 clusters Score -208063.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -208115.437500 Penalty: 3553.701416
	Iteration 17Q: 3 clusters Score -208115.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -208143.250000 Penalty: 3553.701416
	Iteration 18Q: 3 clusters Score -208143.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -208166.484375 Penalty: 3553.701416
	Iteration 19Q: 3 clusters Score -208166.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -208203.546875 Penalty: 3553.701416
	Iteration 20F: 3 clusters Score -208203.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -208230.156250 Penalty: 3553.701416
	Iteration 21Q: 3 clusters Score -208230.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -208244.406250 Penalty: 3553.701416
	Iteration 22Q: 3 clusters Score -208244.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -208261.250000 Penalty: 3553.701416
	Iteration 23Q: 3 clusters Score -208261.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -208272.546875 Penalty: 3553.701416
	Iteration 24Q: 3 clusters Score -208272.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -208282.593750 Penalty: 3553.701416
	Iteration 25Q: 3 clusters Score -208282.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -208285.421875 Penalty: 3553.701416
	Iteration 26Q: 3 clusters Score -208285.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -208286.531250 Penalty: 3553.701416
	Iteration 27Q: 3 clusters Score -208286.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -208288.203125 Penalty: 3553.701416
	Iteration 28Q: 3 clusters Score -208288.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -208290.343750 Penalty: 3553.701416
	Iteration 29Q: 3 clusters Score -208290.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -208292.125000 Penalty: 3553.701416
	Iteration 30Q: 3 clusters Score -208292.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -208296.140625 Penalty: 3553.701416
	Iteration 31Q: 3 clusters Score -208296.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -208297.796875 Penalty: 3553.701416
	Iteration 32Q: 3 clusters Score -208297.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -208300.406250 Penalty: 3553.701416
	Iteration 33Q: 3 clusters Score -208300.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -208301.828125 Penalty: 3553.701416
	Iteration 34Q: 3 clusters Score -208301.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -208301.828125 Penalty: 3553.701416
	Iteration 35F: 3 clusters Score -208301.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -101280.351562 Penalty: 1579.310303
	Iteration 0F: 2 clusters Score -101280.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -99682.398438 Penalty: 3158.620605
	Iteration 0F: 3 clusters Score -99682.4 nChanged 110
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: -99876.789062 Penalty: 3158.620605
	Iteration 1F: 3 clusters Score -99876.79 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -99928.843750 Penalty: 3158.620605
	Iteration 2Q: 3 clusters Score -99928.84 nChanged 12
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: -99953.062500 Penalty: 3158.620605
	Iteration 3Q: 3 clusters Score -99953.06 nChanged 5
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: -99962.125000 Penalty: 3158.620605
	Iteration 4Q: 3 clusters Score -99962.12 nChanged 2
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: -99964.406250 Penalty: 3158.620605
	Iteration 5Q: 3 clusters Score -99964.41 nChanged 0
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: -99964.406250 Penalty: 3158.620605
	Iteration 6F: 3 clusters Score -99964.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Entering Unmasked Estep 
Score: -97224.460938 Penalty: 1622.533081
	Iteration 0F: 2 clusters Score -97224.46 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 342 members 
Entering Unmasked Estep 
Score: -95603.859375 Penalty: 3245.066162
	Iteration 0F: 3 clusters Score -95603.86 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -96053.218750 Penalty: 3245.066162
	Iteration 1F: 3 clusters Score -96053.22 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -96368.140625 Penalty: 3245.066162
	Iteration 2F: 3 clusters Score -96368.14 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -96657.953125 Penalty: 3245.066162
	Iteration 3F: 3 clusters Score -96657.95 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -96877.375000 Penalty: 3245.066162
	Iteration 4F: 3 clusters Score -96877.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -97046.453125 Penalty: 3245.066162
	Iteration 5Q: 3 clusters Score -97046.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -97128.328125 Penalty: 3245.066162
	Iteration 6Q: 3 clusters Score -97128.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -97174.171875 Penalty: 3245.066162
	Iteration 7Q: 3 clusters Score -97174.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -97194.703125 Penalty: 3245.066162
	Iteration 8Q: 3 clusters Score -97194.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -97205.750000 Penalty: 3245.066162
	Iteration 9Q: 3 clusters Score -97205.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -97206.523438 Penalty: 3245.066162
	Iteration 10Q: 3 clusters Score -97206.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -97208.328125 Penalty: 3245.066162
	Iteration 11Q: 3 clusters Score -97208.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -97208.328125 Penalty: 3245.066162
	Iteration 12F: 3 clusters Score -97208.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Entering Unmasked Estep 
Score: -102810.843750 Penalty: 1584.779663
	Iteration 0F: 2 clusters Score -102810.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -101189.914062 Penalty: 3169.559326
	Iteration 0F: 3 clusters Score -101189.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -101362.875000 Penalty: 3169.559326
	Iteration 1F: 3 clusters Score -101362.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -101440.843750 Penalty: 3169.559326
	Iteration 2F: 3 clusters Score -101440.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -101468.703125 Penalty: 3169.559326
	Iteration 3Q: 3 clusters Score -101468.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -101492.289062 Penalty: 3169.559326
	Iteration 4Q: 3 clusters Score -101492.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -101502.210938 Penalty: 3169.559326
	Iteration 5Q: 3 clusters Score -101502.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -101545.562500 Penalty: 3169.559326
	Iteration 6Q: 3 clusters Score -101545.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -101553.453125 Penalty: 3169.559326
	Iteration 7Q: 3 clusters Score -101553.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -101558.046875 Penalty: 3169.559326
	Iteration 8Q: 3 clusters Score -101558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -101558.046875 Penalty: 3169.559326
	Iteration 9F: 3 clusters Score -101558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Entering Unmasked Estep 
Score: -104498.070312 Penalty: 1641.778198
	Iteration 0F: 2 clusters Score -104498.1 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 383 members 
Entering Unmasked Estep 
Score: -102882.148438 Penalty: 3283.556396
	Iteration 0F: 3 clusters Score -102882.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -103761.187500 Penalty: 3283.556396
	Iteration 1F: 3 clusters Score -103761.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -104323.914062 Penalty: 3283.556396
	Iteration 2F: 3 clusters Score -104323.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -104594.289062 Penalty: 3283.556396
	Iteration 3F: 3 clusters Score -104594.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -104742.585938 Penalty: 3283.556396
	Iteration 4Q: 3 clusters Score -104742.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -104882.523438 Penalty: 3283.556396
	Iteration 5Q: 3 clusters Score -104882.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -104957.593750 Penalty: 3283.556396
	Iteration 6Q: 3 clusters Score -104957.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -105020.093750 Penalty: 3283.556396
	Iteration 7Q: 3 clusters Score -105020.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -105058.867188 Penalty: 3283.556396
	Iteration 8Q: 3 clusters Score -105058.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -105080.406250 Penalty: 3283.556396
	Iteration 9Q: 3 clusters Score -105080.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -105105.648438 Penalty: 3283.556396
	Iteration 10Q: 3 clusters Score -105105.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -105109.453125 Penalty: 3283.556396
	Iteration 11Q: 3 clusters Score -105109.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -105113.179688 Penalty: 3283.556396
	Iteration 12Q: 3 clusters Score -105113.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -105114.312500 Penalty: 3283.556396
	Iteration 13Q: 3 clusters Score -105114.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -105116.320312 Penalty: 3283.556396
	Iteration 14F: 3 clusters Score -105116.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -105126.414062 Penalty: 3283.556396
	Iteration 15Q: 3 clusters Score -105126.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -105131.023438 Penalty: 3283.556396
	Iteration 16Q: 3 clusters Score -105131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -105131.023438 Penalty: 3283.556396
	Iteration 17F: 3 clusters Score -105131 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43440 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43854 members 
Mstep: Class 5 contains 44623 members 
Mstep: Class 6 contains 45412 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43344 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 420 members 
Mstep: Class 14 contains 43460 members 
Mstep: Class 15 contains 44117 members 
Mstep: Class 16 contains 25720 members 
Mstep: Class 17 contains 38511 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46897 members 
Mstep: Class 20 contains 49013 members 
Mstep: Class 21 contains 330 members 
Mstep: Class 22 contains 47120 members 
Mstep: Class 23 contains 50087 members 
Mstep: Class 24 contains 43327 members 
Entering Unmasked Estep 
Score: -111216032.000000 Penalty: 79364.328125
Splitting cluster 13 changes total score from -111217152.000000 to -111216032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (43460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43460 members 
Entering Unmasked Estep 
Score: -7945046.000000 Penalty: 2648.539795
	Iteration 0F: 2 clusters Score -7945046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -7916168.000000 Penalty: 5297.079590
	Iteration 0F: 3 clusters Score -7916168 nChanged 19989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -7927697.000000 Penalty: 5297.079590
	Iteration 1F: 3 clusters Score -7927697 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -7928938.000000 Penalty: 5297.079590
	Iteration 2F: 3 clusters Score -7928938 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -7930579.000000 Penalty: 5297.079590
	Iteration 3F: 3 clusters Score -7930579 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -7932721.000000 Penalty: 5297.079590
	Iteration 4F: 3 clusters Score -7932721 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
Score: -7935291.000000 Penalty: 5297.079590
	Iteration 5F: 3 clusters Score -7935291 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -7938029.000000 Penalty: 5297.079590
	Iteration 6F: 3 clusters Score -7938029 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -7940131.000000 Penalty: 5297.079590
	Iteration 7F: 3 clusters Score -7940131 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -7941505.000000 Penalty: 5297.079590
	Iteration 8Q: 3 clusters Score -7941505 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -7942251.500000 Penalty: 5297.079590
	Iteration 9Q: 3 clusters Score -7942252 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -7942746.500000 Penalty: 5297.079590
	Iteration 10Q: 3 clusters Score -7942746 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -7943092.500000 Penalty: 5297.079590
	Iteration 11Q: 3 clusters Score -7943092 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -7943301.500000 Penalty: 5297.079590
	Iteration 12Q: 3 clusters Score -7943302 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -7943436.500000 Penalty: 5297.079590
	Iteration 13Q: 3 clusters Score -7943436 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -7943522.500000 Penalty: 5297.079590
	Iteration 14Q: 3 clusters Score -7943522 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -7943616.500000 Penalty: 5297.079590
	Iteration 15Q: 3 clusters Score -7943616 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -7943664.500000 Penalty: 5297.079590
	Iteration 16Q: 3 clusters Score -7943664 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -7943681.000000 Penalty: 5297.079590
	Iteration 17Q: 3 clusters Score -7943681 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -7943717.000000 Penalty: 5297.079590
	Iteration 18Q: 3 clusters Score -7943717 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -7943778.500000 Penalty: 5297.079590
	Iteration 19Q: 3 clusters Score -7943778 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -7943810.000000 Penalty: 5297.079590
	Iteration 20F: 3 clusters Score -7943810 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -7943843.500000 Penalty: 5297.079590
	Iteration 21Q: 3 clusters Score -7943844 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -7943900.500000 Penalty: 5297.079590
	Iteration 22Q: 3 clusters Score -7943900 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 32804 members 
Entering Unmasked Estep 
Score: -7943973.000000 Penalty: 5297.079590
	Iteration 23Q: 3 clusters Score -7943973 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -7943965.500000 Penalty: 5297.079590
	Iteration 24Q: 3 clusters Score -7943966 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -7943996.500000 Penalty: 5297.079590
	Iteration 25Q: 3 clusters Score -7943996 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 33422 members 
Entering Unmasked Estep 
Score: -7944040.000000 Penalty: 5297.079590
	Iteration 26Q: 3 clusters Score -7944040 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -7944085.000000 Penalty: 5297.079590
	Iteration 27Q: 3 clusters Score -7944085 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -7944085.500000 Penalty: 5297.079590
	Iteration 28Q: 3 clusters Score -7944086 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -7944119.500000 Penalty: 5297.079590
	Iteration 29Q: 3 clusters Score -7944120 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 34106 members 
Entering Unmasked Estep 
Score: -7944134.000000 Penalty: 5297.079590
	Iteration 30Q: 3 clusters Score -7944134 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -7944128.000000 Penalty: 5297.079590
	Iteration 31Q: 3 clusters Score -7944128 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -7944163.500000 Penalty: 5297.079590
	Iteration 32Q: 3 clusters Score -7944164 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 34539 members 
Entering Unmasked Estep 
Score: -7944199.000000 Penalty: 5297.079590
	Iteration 33Q: 3 clusters Score -7944199 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -7944227.500000 Penalty: 5297.079590
	Iteration 34Q: 3 clusters Score -7944228 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 34815 members 
Entering Unmasked Estep 
Score: -7944269.500000 Penalty: 5297.079590
	Iteration 35Q: 3 clusters Score -7944270 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -7944310.000000 Penalty: 5297.079590
	Iteration 36Q: 3 clusters Score -7944310 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -7944330.500000 Penalty: 5297.079590
	Iteration 37Q: 3 clusters Score -7944330 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -7944370.000000 Penalty: 5297.079590
	Iteration 38Q: 3 clusters Score -7944370 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -7944388.500000 Penalty: 5297.079590
	Iteration 39Q: 3 clusters Score -7944388 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -7944404.500000 Penalty: 5297.079590
	Iteration 40F: 3 clusters Score -7944404 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -7944424.500000 Penalty: 5297.079590
	Iteration 41Q: 3 clusters Score -7944424 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 35911 members 
Entering Unmasked Estep 
Score: -7944457.500000 Penalty: 5297.079590
	Iteration 42Q: 3 clusters Score -7944458 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 36034 members 
Entering Unmasked Estep 
Score: -7944479.500000 Penalty: 5297.079590
	Iteration 43Q: 3 clusters Score -7944480 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -7944469.500000 Penalty: 5297.079590
	Iteration 44Q: 3 clusters Score -7944470 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -7944482.000000 Penalty: 5297.079590
	Iteration 45Q: 3 clusters Score -7944482 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 36355 members 
Entering Unmasked Estep 
Score: -7944493.000000 Penalty: 5297.079590
	Iteration 46Q: 3 clusters Score -7944493 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -7944498.500000 Penalty: 5297.079590
	Iteration 47Q: 3 clusters Score -7944498 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -7944517.000000 Penalty: 5297.079590
	Iteration 48Q: 3 clusters Score -7944517 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -7944551.000000 Penalty: 5297.079590
	Iteration 49Q: 3 clusters Score -7944551 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -7944579.500000 Penalty: 5297.079590
	Iteration 50Q: 3 clusters Score -7944580 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -7944574.000000 Penalty: 5297.079590
	Iteration 51Q: 3 clusters Score -7944574 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 36963 members 
Entering Unmasked Estep 
Score: -7944588.000000 Penalty: 5297.079590
	Iteration 52Q: 3 clusters Score -7944588 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 37055 members 
Entering Unmasked Estep 
Score: -7944594.000000 Penalty: 5297.079590
	Iteration 53Q: 3 clusters Score -7944594 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 37145 members 
Entering Unmasked Estep 
Score: -7944610.500000 Penalty: 5297.079590
	Iteration 54Q: 3 clusters Score -7944610 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -7944623.500000 Penalty: 5297.079590
	Iteration 55Q: 3 clusters Score -7944624 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -7944619.000000 Penalty: 5297.079590
	Iteration 56Q: 3 clusters Score -7944619 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 37416 members 
Entering Unmasked Estep 
Score: -7944594.000000 Penalty: 5297.079590
	Iteration 57Q: 3 clusters Score -7944594 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -7944610.000000 Penalty: 5297.079590
	Iteration 58Q: 3 clusters Score -7944610 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -7944630.500000 Penalty: 5297.079590
	Iteration 59Q: 3 clusters Score -7944630 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -7944620.000000 Penalty: 5297.079590
	Iteration 60F: 3 clusters Score -7944620 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -7944632.000000 Penalty: 5297.079590
	Iteration 61Q: 3 clusters Score -7944632 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -7944637.500000 Penalty: 5297.079590
	Iteration 62Q: 3 clusters Score -7944638 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -7944670.500000 Penalty: 5297.079590
	Iteration 63Q: 3 clusters Score -7944670 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
Score: -7944654.000000 Penalty: 5297.079590
	Iteration 64Q: 3 clusters Score -7944654 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 37978 members 
Entering Unmasked Estep 
Score: -7944643.000000 Penalty: 5297.079590
	Iteration 65Q: 3 clusters Score -7944643 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -7944644.500000 Penalty: 5297.079590
	Iteration 66Q: 3 clusters Score -7944644 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -7944647.000000 Penalty: 5297.079590
	Iteration 67Q: 3 clusters Score -7944647 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -7944663.000000 Penalty: 5297.079590
	Iteration 68Q: 3 clusters Score -7944663 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -7944660.000000 Penalty: 5297.079590
	Iteration 69Q: 3 clusters Score -7944660 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 38278 members 
Entering Unmasked Estep 
Score: -7944653.000000 Penalty: 5297.079590
	Iteration 70Q: 3 clusters Score -7944653 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -7944651.000000 Penalty: 5297.079590
	Iteration 71Q: 3 clusters Score -7944651 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 38348 members 
Entering Unmasked Estep 
Score: -7944646.500000 Penalty: 5297.079590
	Iteration 72Q: 3 clusters Score -7944646 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 38393 members 
Entering Unmasked Estep 
Score: -7944654.500000 Penalty: 5297.079590
	Iteration 73Q: 3 clusters Score -7944654 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -7944660.500000 Penalty: 5297.079590
	Iteration 74Q: 3 clusters Score -7944660 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -7944660.000000 Penalty: 5297.079590
	Iteration 75Q: 3 clusters Score -7944660 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 38524 members 
Entering Unmasked Estep 
Score: -7944676.000000 Penalty: 5297.079590
	Iteration 76Q: 3 clusters Score -7944676 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 38567 members 
Entering Unmasked Estep 
Score: -7944679.000000 Penalty: 5297.079590
	Iteration 77Q: 3 clusters Score -7944679 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -7944673.500000 Penalty: 5297.079590
	Iteration 78Q: 3 clusters Score -7944674 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -7944664.500000 Penalty: 5297.079590
	Iteration 79Q: 3 clusters Score -7944664 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -7944660.500000 Penalty: 5297.079590
	Iteration 80F: 3 clusters Score -7944660 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -7944669.000000 Penalty: 5297.079590
	Iteration 81Q: 3 clusters Score -7944669 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -7944662.500000 Penalty: 5297.079590
	Iteration 82Q: 3 clusters Score -7944662 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -7944671.000000 Penalty: 5297.079590
	Iteration 83Q: 3 clusters Score -7944671 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 38803 members 
Entering Unmasked Estep 
Score: -7944670.000000 Penalty: 5297.079590
	Iteration 84Q: 3 clusters Score -7944670 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -7944652.000000 Penalty: 5297.079590
	Iteration 85Q: 3 clusters Score -7944652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
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	Iteration 100F: 3 clusters Score -7944684 nChanged 28
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	Iteration 160F: 3 clusters Score -7944664 nChanged 7
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Mstep: Class 2 contains 39857 members 
Entering Unmasked Estep 
Score: -7944682.000000 Penalty: 5297.079590
	Iteration 179Q: 3 clusters Score -7944682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 39864 members 
Entering Unmasked Estep 
Score: -7944676.500000 Penalty: 5297.079590
	Iteration 180F: 3 clusters Score -7944676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -7944675.000000 Penalty: 5297.079590
	Iteration 181Q: 3 clusters Score -7944675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 39872 members 
Entering Unmasked Estep 
Score: -7944673.000000 Penalty: 5297.079590
	Iteration 182Q: 3 clusters Score -7944673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -7944684.500000 Penalty: 5297.079590
	Iteration 183Q: 3 clusters Score -7944684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 39887 members 
Entering Unmasked Estep 
Score: -7944673.000000 Penalty: 5297.079590
	Iteration 184Q: 3 clusters Score -7944673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -7944677.000000 Penalty: 5297.079590
	Iteration 185Q: 3 clusters Score -7944677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -7944684.500000 Penalty: 5297.079590
	Iteration 186Q: 3 clusters Score -7944684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 39897 members 
Entering Unmasked Estep 
Score: -7944673.500000 Penalty: 5297.079590
	Iteration 187Q: 3 clusters Score -7944674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -7944682.000000 Penalty: 5297.079590
	Iteration 188Q: 3 clusters Score -7944682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
Score: -7944683.500000 Penalty: 5297.079590
	Iteration 189Q: 3 clusters Score -7944684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -7944677.500000 Penalty: 5297.079590
	Iteration 190Q: 3 clusters Score -7944678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -7944684.000000 Penalty: 5297.079590
	Iteration 191Q: 3 clusters Score -7944684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 39914 members 
Entering Unmasked Estep 
Score: -7944676.000000 Penalty: 5297.079590
	Iteration 192Q: 3 clusters Score -7944676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 39922 members 
Entering Unmasked Estep 
Score: -7944683.000000 Penalty: 5297.079590
	Iteration 193Q: 3 clusters Score -7944683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
Score: -7944676.500000 Penalty: 5297.079590
	Iteration 194Q: 3 clusters Score -7944676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -7944677.500000 Penalty: 5297.079590
	Iteration 195Q: 3 clusters Score -7944678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -7944678.000000 Penalty: 5297.079590
	Iteration 196Q: 3 clusters Score -7944678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 39969 members 
Entering Unmasked Estep 
Score: -7944673.000000 Penalty: 5297.079590
	Iteration 197Q: 3 clusters Score -7944673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -7944679.000000 Penalty: 5297.079590
	Iteration 198Q: 3 clusters Score -7944679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 39991 members 
Entering Unmasked Estep 
Score: -7944673.500000 Penalty: 5297.079590
	Iteration 199Q: 3 clusters Score -7944674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -7944689.500000 Penalty: 5297.079590
	Iteration 200F: 3 clusters Score -7944690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 40012 members 
Entering Unmasked Estep 
Score: -7944687.500000 Penalty: 5297.079590
	Iteration 201Q: 3 clusters Score -7944688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -7944683.000000 Penalty: 5297.079590
	Iteration 202Q: 3 clusters Score -7944683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 40029 members 
Entering Unmasked Estep 
Score: -7944689.500000 Penalty: 5297.079590
	Iteration 203Q: 3 clusters Score -7944690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 40039 members 
Entering Unmasked Estep 
Score: -7944680.500000 Penalty: 5297.079590
	Iteration 204Q: 3 clusters Score -7944680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 40049 members 
Entering Unmasked Estep 
Score: -7944675.500000 Penalty: 5297.079590
	Iteration 205Q: 3 clusters Score -7944676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -7944686.500000 Penalty: 5297.079590
	Iteration 206Q: 3 clusters Score -7944686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -7944687.500000 Penalty: 5297.079590
	Iteration 207Q: 3 clusters Score -7944688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -7944693.500000 Penalty: 5297.079590
	Iteration 208Q: 3 clusters Score -7944694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 40081 members 
Entering Unmasked Estep 
Score: -7944677.500000 Penalty: 5297.079590
	Iteration 209Q: 3 clusters Score -7944678 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -7944687.500000 Penalty: 5297.079590
	Iteration 210Q: 3 clusters Score -7944688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -7944682.000000 Penalty: 5297.079590
	Iteration 211Q: 3 clusters Score -7944682 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -7944681.000000 Penalty: 5297.079590
	Iteration 212Q: 3 clusters Score -7944681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 40121 members 
Entering Unmasked Estep 
Score: -7944686.000000 Penalty: 5297.079590
	Iteration 213Q: 3 clusters Score -7944686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -7944685.000000 Penalty: 5297.079590
	Iteration 214Q: 3 clusters Score -7944685 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -7944688.500000 Penalty: 5297.079590
	Iteration 215Q: 3 clusters Score -7944688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -7944682.000000 Penalty: 5297.079590
	Iteration 216Q: 3 clusters Score -7944682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 40156 members 
Entering Unmasked Estep 
Score: -7944679.500000 Penalty: 5297.079590
	Iteration 217Q: 3 clusters Score -7944680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 40166 members 
Entering Unmasked Estep 
Score: -7944676.000000 Penalty: 5297.079590
	Iteration 218Q: 3 clusters Score -7944676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 40180 members 
Entering Unmasked Estep 
Score: -7944668.500000 Penalty: 5297.079590
	Iteration 219Q: 3 clusters Score -7944668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 40196 members 
Entering Unmasked Estep 
Score: -7944674.500000 Penalty: 5297.079590
	Iteration 220F: 3 clusters Score -7944674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -7944671.000000 Penalty: 5297.079590
	Iteration 221Q: 3 clusters Score -7944671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
Score: -7944670.500000 Penalty: 5297.079590
	Iteration 222Q: 3 clusters Score -7944670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 40228 members 
Entering Unmasked Estep 
Score: -7944668.000000 Penalty: 5297.079590
	Iteration 223Q: 3 clusters Score -7944668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 40236 members 
Entering Unmasked Estep 
Score: -7944670.000000 Penalty: 5297.079590
	Iteration 224Q: 3 clusters Score -7944670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -7944672.500000 Penalty: 5297.079590
	Iteration 225Q: 3 clusters Score -7944672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -7944672.500000 Penalty: 5297.079590
	Iteration 226Q: 3 clusters Score -7944672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -7944678.000000 Penalty: 5297.079590
	Iteration 227Q: 3 clusters Score -7944678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 40255 members 
Entering Unmasked Estep 
Score: -7944675.000000 Penalty: 5297.079590
	Iteration 228Q: 3 clusters Score -7944675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
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	Iteration 229Q: 3 clusters Score -7944674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 40257 members 
Entering Unmasked Estep 
Score: -7944673.500000 Penalty: 5297.079590
	Iteration 230F: 3 clusters Score -7944674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (44117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44117 members 
Entering Unmasked Estep 
Score: -8156162.500000 Penalty: 2652.260742
	Iteration 0F: 2 clusters Score -8156162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 21867 members 
Entering Unmasked Estep 
Score: -8127441.500000 Penalty: 5304.521484
	Iteration 0F: 3 clusters Score -8127442 nChanged 20299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -8138813.000000 Penalty: 5304.521484
	Iteration 1F: 3 clusters Score -8138813 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -8139579 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -8140448.000000 Penalty: 5304.521484
	Iteration 3Q: 3 clusters Score -8140448 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -8141581.000000 Penalty: 5304.521484
	Iteration 4Q: 3 clusters Score -8141581 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -8143021.500000 Penalty: 5304.521484
	Iteration 5F: 3 clusters Score -8143022 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -8144703.000000 Penalty: 5304.521484
	Iteration 6F: 3 clusters Score -8144703 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -8146590.000000 Penalty: 5304.521484
	Iteration 7F: 3 clusters Score -8146590 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -8148202.500000 Penalty: 5304.521484
	Iteration 8F: 3 clusters Score -8148202 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -8149518.000000 Penalty: 5304.521484
	Iteration 9Q: 3 clusters Score -8149518 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -8150414.000000 Penalty: 5304.521484
	Iteration 10Q: 3 clusters Score -8150414 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -8151016.500000 Penalty: 5304.521484
	Iteration 11Q: 3 clusters Score -8151016 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32386 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -8151436.500000 Penalty: 5304.521484
	Iteration 12Q: 3 clusters Score -8151436 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32839 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -8151718.500000 Penalty: 5304.521484
	Iteration 13Q: 3 clusters Score -8151718 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33307 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -8151947.500000 Penalty: 5304.521484
	Iteration 14Q: 3 clusters Score -8151948 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -8152129.500000 Penalty: 5304.521484
	Iteration 15Q: 3 clusters Score -8152130 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -8152321.500000 Penalty: 5304.521484
	Iteration 16Q: 3 clusters Score -8152322 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -8152508.500000 Penalty: 5304.521484
	Iteration 17Q: 3 clusters Score -8152508 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -8152654.500000 Penalty: 5304.521484
	Iteration 18Q: 3 clusters Score -8152654 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -8152795.500000 Penalty: 5304.521484
	Iteration 19Q: 3 clusters Score -8152796 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36189 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -8152930.500000 Penalty: 5304.521484
	Iteration 20F: 3 clusters Score -8152930 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36581 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -8153049.500000 Penalty: 5304.521484
	Iteration 21Q: 3 clusters Score -8153050 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36973 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -8153164.000000 Penalty: 5304.521484
	Iteration 22Q: 3 clusters Score -8153164 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37337 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -8153259.500000 Penalty: 5304.521484
	Iteration 23Q: 3 clusters Score -8153260 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -8153337.000000 Penalty: 5304.521484
	Iteration 24Q: 3 clusters Score -8153337 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38071 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -8153398.500000 Penalty: 5304.521484
	Iteration 25Q: 3 clusters Score -8153398 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38418 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -8153515.500000 Penalty: 5304.521484
	Iteration 26Q: 3 clusters Score -8153516 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38764 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -8153572.000000 Penalty: 5304.521484
	Iteration 27Q: 3 clusters Score -8153572 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39076 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -8153656.500000 Penalty: 5304.521484
	Iteration 28Q: 3 clusters Score -8153656 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -8153735.000000 Penalty: 5304.521484
	Iteration 29Q: 3 clusters Score -8153735 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -8153805.500000 Penalty: 5304.521484
	Iteration 30Q: 3 clusters Score -8153806 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -8153872.000000 Penalty: 5304.521484
	Iteration 31Q: 3 clusters Score -8153872 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -8153947.000000 Penalty: 5304.521484
	Iteration 32Q: 3 clusters Score -8153947 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -8153979.000000 Penalty: 5304.521484
	Iteration 33Q: 3 clusters Score -8153979 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -8154013.000000 Penalty: 5304.521484
	Iteration 34Q: 3 clusters Score -8154013 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -8154064.500000 Penalty: 5304.521484
	Iteration 35Q: 3 clusters Score -8154064 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40946 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -8154121.000000 Penalty: 5304.521484
	Iteration 36Q: 3 clusters Score -8154121 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41075 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -8154150.000000 Penalty: 5304.521484
	Iteration 37Q: 3 clusters Score -8154150 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41187 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -8154189.000000 Penalty: 5304.521484
	Iteration 38Q: 3 clusters Score -8154189 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -8154193.000000 Penalty: 5304.521484
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Mstep: Class 1 contains 41361 members 
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	Iteration 102Q: 3 clusters Score -8154333 nChanged 8
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Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -8154370.500000 Penalty: 5304.521484
	Iteration 132Q: 3 clusters Score -8154370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -8154363.500000 Penalty: 5304.521484
	Iteration 133Q: 3 clusters Score -8154364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -8154363.500000 Penalty: 5304.521484
	Iteration 134F: 3 clusters Score -8154364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (25720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Entering Unmasked Estep 
Score: -4573340.500000 Penalty: 2518.446045
	Iteration 0F: 2 clusters Score -4573340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -4555478.000000 Penalty: 5036.892090
	Iteration 0F: 3 clusters Score -4555478 nChanged 11505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -4561680.500000 Penalty: 5036.892090
	Iteration 1F: 3 clusters Score -4561680 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -4562081.500000 Penalty: 5036.892090
	Iteration 2Q: 3 clusters Score -4562082 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -4562411.000000 Penalty: 5036.892090
	Iteration 3Q: 3 clusters Score -4562411 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -4562712.000000 Penalty: 5036.892090
	Iteration 4Q: 3 clusters Score -4562712 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -4562957.000000 Penalty: 5036.892090
	Iteration 5Q: 3 clusters Score -4562957 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -4563182.000000 Penalty: 5036.892090
	Iteration 6Q: 3 clusters Score -4563182 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -4563397.500000 Penalty: 5036.892090
	Iteration 7Q: 3 clusters Score -4563398 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -4563572.000000 Penalty: 5036.892090
	Iteration 8Q: 3 clusters Score -4563572 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -4563782.500000 Penalty: 5036.892090
	Iteration 9Q: 3 clusters Score -4563782 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -4564043.500000 Penalty: 5036.892090
	Iteration 10Q: 3 clusters Score -4564044 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -4564367.500000 Penalty: 5036.892090
	Iteration 11Q: 3 clusters Score -4564368 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -4564785.000000 Penalty: 5036.892090
	Iteration 12Q: 3 clusters Score -4564785 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -4565390.500000 Penalty: 5036.892090
	Iteration 13Q: 3 clusters Score -4565390 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -4566127.500000 Penalty: 5036.892090
	Iteration 14Q: 3 clusters Score -4566128 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -4566970.000000 Penalty: 5036.892090
	Iteration 15F: 3 clusters Score -4566970 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -4567999.500000 Penalty: 5036.892090
	Iteration 16F: 3 clusters Score -4568000 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -4568905.000000 Penalty: 5036.892090
	Iteration 17Q: 3 clusters Score -4568905 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -4569723.500000 Penalty: 5036.892090
	Iteration 18Q: 3 clusters Score -4569724 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -4570389.500000 Penalty: 5036.892090
	Iteration 19Q: 3 clusters Score -4570390 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4570845.500000 Penalty: 5036.892090
	Iteration 20F: 3 clusters Score -4570846 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -4571053.500000 Penalty: 5036.892090
	Iteration 21Q: 3 clusters Score -4571054 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4571139.000000 Penalty: 5036.892090
	Iteration 22Q: 3 clusters Score -4571139 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -4571200.500000 Penalty: 5036.892090
	Iteration 23Q: 3 clusters Score -4571200 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4571245.500000 Penalty: 5036.892090
	Iteration 24Q: 3 clusters Score -4571246 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4571279.000000 Penalty: 5036.892090
	Iteration 25Q: 3 clusters Score -4571279 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4571309.000000 Penalty: 5036.892090
	Iteration 26Q: 3 clusters Score -4571309 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4571325.500000 Penalty: 5036.892090
	Iteration 27Q: 3 clusters Score -4571326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24698 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4571331.500000 Penalty: 5036.892090
	Iteration 28Q: 3 clusters Score -4571332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4571340.000000 Penalty: 5036.892090
	Iteration 29Q: 3 clusters Score -4571340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -4571351.000000 Penalty: 5036.892090
	Iteration 30Q: 3 clusters Score -4571351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4571356.500000 Penalty: 5036.892090
	Iteration 31Q: 3 clusters Score -4571356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -4571361.500000 Penalty: 5036.892090
	Iteration 32Q: 3 clusters Score -4571362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -4571363.500000 Penalty: 5036.892090
	Iteration 33Q: 3 clusters Score -4571364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4571360.500000 Penalty: 5036.892090
	Iteration 34Q: 3 clusters Score -4571360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4571361.500000 Penalty: 5036.892090
	Iteration 35Q: 3 clusters Score -4571362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4571367.500000 Penalty: 5036.892090
	Iteration 36Q: 3 clusters Score -4571368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4571367.000000 Penalty: 5036.892090
	Iteration 37Q: 3 clusters Score -4571367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -4571370.500000 Penalty: 5036.892090
	Iteration 38Q: 3 clusters Score -4571370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -4571369.500000 Penalty: 5036.892090
	Iteration 39Q: 3 clusters Score -4571370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -4571368.500000 Penalty: 5036.892090
	Iteration 40F: 3 clusters Score -4571368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (38511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Entering Unmasked Estep 
Score: -7078331.500000 Penalty: 2618.557617
	Iteration 0F: 2 clusters Score -7078332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -7052284.000000 Penalty: 5237.115234
	Iteration 0F: 3 clusters Score -7052284 nChanged 17626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -7062146.500000 Penalty: 5237.115234
	Iteration 1F: 3 clusters Score -7062146 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -7062673.000000 Penalty: 5237.115234
	Iteration 2Q: 3 clusters Score -7062673 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -7063197.000000 Penalty: 5237.115234
	Iteration 3Q: 3 clusters Score -7063197 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -7063877.500000 Penalty: 5237.115234
	Iteration 4Q: 3 clusters Score -7063878 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -7064790.500000 Penalty: 5237.115234
	Iteration 5Q: 3 clusters Score -7064790 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -7066024.000000 Penalty: 5237.115234
	Iteration 6F: 3 clusters Score -7066024 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -7067705.500000 Penalty: 5237.115234
	Iteration 7F: 3 clusters Score -7067706 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -7069774.000000 Penalty: 5237.115234
	Iteration 8F: 3 clusters Score -7069774 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -7071856.000000 Penalty: 5237.115234
	Iteration 9F: 3 clusters Score -7071856 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -7073488.500000 Penalty: 5237.115234
	Iteration 10F: 3 clusters Score -7073488 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -7074300.000000 Penalty: 5237.115234
	Iteration 11Q: 3 clusters Score -7074300 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -7074764.500000 Penalty: 5237.115234
	Iteration 12Q: 3 clusters Score -7074764 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -7075050.500000 Penalty: 5237.115234
	Iteration 13Q: 3 clusters Score -7075050 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -7075308.500000 Penalty: 5237.115234
	Iteration 14Q: 3 clusters Score -7075308 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -7075480.500000 Penalty: 5237.115234
	Iteration 15Q: 3 clusters Score -7075480 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -7075625.500000 Penalty: 5237.115234
	Iteration 16Q: 3 clusters Score -7075626 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -7075763.500000 Penalty: 5237.115234
	Iteration 17Q: 3 clusters Score -7075764 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -7075894.500000 Penalty: 5237.115234
	Iteration 18Q: 3 clusters Score -7075894 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -7076055.000000 Penalty: 5237.115234
	Iteration 19Q: 3 clusters Score -7076055 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 32631 members 
Entering Unmasked Estep 
Score: -7076136.000000 Penalty: 5237.115234
	Iteration 20F: 3 clusters Score -7076136 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -7076202.000000 Penalty: 5237.115234
	Iteration 21Q: 3 clusters Score -7076202 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 33334 members 
Entering Unmasked Estep 
Score: -7076221.500000 Penalty: 5237.115234
	Iteration 22Q: 3 clusters Score -7076222 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 33655 members 
Entering Unmasked Estep 
Score: -7076297.000000 Penalty: 5237.115234
	Iteration 23Q: 3 clusters Score -7076297 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -7076373.500000 Penalty: 5237.115234
	Iteration 24Q: 3 clusters Score -7076374 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -7076406.000000 Penalty: 5237.115234
	Iteration 25Q: 3 clusters Score -7076406 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 34443 members 
Entering Unmasked Estep 
Score: -7076446.000000 Penalty: 5237.115234
	Iteration 26Q: 3 clusters Score -7076446 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 34672 members 
Entering Unmasked Estep 
Score: -7076450.000000 Penalty: 5237.115234
	Iteration 27Q: 3 clusters Score -7076450 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -7076494.500000 Penalty: 5237.115234
	Iteration 28Q: 3 clusters Score -7076494 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -7076534.000000 Penalty: 5237.115234
	Iteration 29Q: 3 clusters Score -7076534 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 35267 members 
Entering Unmasked Estep 
Score: -7076570.000000 Penalty: 5237.115234
	Iteration 30Q: 3 clusters Score -7076570 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -7076585.500000 Penalty: 5237.115234
	Iteration 31Q: 3 clusters Score -7076586 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -7076632.500000 Penalty: 5237.115234
	Iteration 32Q: 3 clusters Score -7076632 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -7076660.000000 Penalty: 5237.115234
	Iteration 33Q: 3 clusters Score -7076660 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -7076680.000000 Penalty: 5237.115234
	Iteration 34Q: 3 clusters Score -7076680 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 35931 members 
Entering Unmasked Estep 
Score: -7076690.500000 Penalty: 5237.115234
	Iteration 35Q: 3 clusters Score -7076690 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 36050 members 
Entering Unmasked Estep 
Score: -7076732.500000 Penalty: 5237.115234
	Iteration 36Q: 3 clusters Score -7076732 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 36154 members 
Entering Unmasked Estep 
Score: -7076735.000000 Penalty: 5237.115234
	Iteration 37Q: 3 clusters Score -7076735 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -7076743.500000 Penalty: 5237.115234
	Iteration 38Q: 3 clusters Score -7076744 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 36329 members 
Entering Unmasked Estep 
Score: -7076725.500000 Penalty: 5237.115234
	Iteration 39Q: 3 clusters Score -7076726 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 36402 members 
Entering Unmasked Estep 
Score: -7076754.500000 Penalty: 5237.115234
	Iteration 40F: 3 clusters Score -7076754 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -7076768.000000 Penalty: 5237.115234
	Iteration 41Q: 3 clusters Score -7076768 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 36535 members 
Entering Unmasked Estep 
Score: -7076779.000000 Penalty: 5237.115234
	Iteration 42Q: 3 clusters Score -7076779 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -7076787.500000 Penalty: 5237.115234
	Iteration 43Q: 3 clusters Score -7076788 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 36621 members 
Entering Unmasked Estep 
Score: -7076798.500000 Penalty: 5237.115234
	Iteration 44Q: 3 clusters Score -7076798 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 36651 members 
Entering Unmasked Estep 
Score: -7076811.500000 Penalty: 5237.115234
	Iteration 45Q: 3 clusters Score -7076812 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -7076805.500000 Penalty: 5237.115234
	Iteration 46Q: 3 clusters Score -7076806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -7076804.000000 Penalty: 5237.115234
	Iteration 47Q: 3 clusters Score -7076804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -7076802.000000 Penalty: 5237.115234
	Iteration 48Q: 3 clusters Score -7076802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -7076806.000000 Penalty: 5237.115234
	Iteration 49Q: 3 clusters Score -7076806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -7076812.000000 Penalty: 5237.115234
	Iteration 50Q: 3 clusters Score -7076812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -7076810.000000 Penalty: 5237.115234
	Iteration 51Q: 3 clusters Score -7076810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 36760 members 
Entering Unmasked Estep 
Score: -7076811.500000 Penalty: 5237.115234
	Iteration 52Q: 3 clusters Score -7076812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 36762 members 
Entering Unmasked Estep 
Score: -7076812.000000 Penalty: 5237.115234
	Iteration 53Q: 3 clusters Score -7076812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -7076814.500000 Penalty: 5237.115234
	Iteration 54Q: 3 clusters Score -7076814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -7076814.500000 Penalty: 5237.115234
	Iteration 55F: 3 clusters Score -7076814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Entering Unmasked Estep 
Score: -283340.000000 Penalty: 1834.595215
	Iteration 0F: 2 clusters Score -283340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -280993.906250 Penalty: 3669.190430
	Iteration 0F: 3 clusters Score -280993.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -281637.343750 Penalty: 3669.190430
	Iteration 1F: 3 clusters Score -281637.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -282019.593750 Penalty: 3669.190430
	Iteration 2F: 3 clusters Score -282019.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -282306.000000 Penalty: 3669.190430
	Iteration 3F: 3 clusters Score -282306 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -282540.906250 Penalty: 3669.190430
	Iteration 4F: 3 clusters Score -282540.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -282691.937500 Penalty: 3669.190430
	Iteration 5Q: 3 clusters Score -282691.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -282837.531250 Penalty: 3669.190430
	Iteration 6Q: 3 clusters Score -282837.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -282951.093750 Penalty: 3669.190430
	Iteration 7Q: 3 clusters Score -282951.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -283017.562500 Penalty: 3669.190430
	Iteration 8Q: 3 clusters Score -283017.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -283069.312500 Penalty: 3669.190430
	Iteration 9Q: 3 clusters Score -283069.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -283084.937500 Penalty: 3669.190430
	Iteration 10Q: 3 clusters Score -283084.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -283088.812500 Penalty: 3669.190430
	Iteration 11Q: 3 clusters Score -283088.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -283089.375000 Penalty: 3669.190430
	Iteration 12Q: 3 clusters Score -283089.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -283089.375000 Penalty: 3669.190430
	Iteration 13F: 3 clusters Score -283089.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (46897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46897 members 
Entering Unmasked Estep 
Score: -8507175.000000 Penalty: 2667.415771
	Iteration 0F: 2 clusters Score -8507175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -8476705.000000 Penalty: 5334.831543
	Iteration 0F: 3 clusters Score -8476705 nChanged 21564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -8488822.000000 Penalty: 5334.831543
	Iteration 1F: 3 clusters Score -8488822 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -8489429.000000 Penalty: 5334.831543
	Iteration 2Q: 3 clusters Score -8489429 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -8490048.000000 Penalty: 5334.831543
	Iteration 3Q: 3 clusters Score -8490048 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -8490842.000000 Penalty: 5334.831543
	Iteration 4Q: 3 clusters Score -8490842 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -8491939.000000 Penalty: 5334.831543
	Iteration 5Q: 3 clusters Score -8491939 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29275 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -8493261.000000 Penalty: 5334.831543
	Iteration 6Q: 3 clusters Score -8493261 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30832 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -8494770.000000 Penalty: 5334.831543
	Iteration 7Q: 3 clusters Score -8494770 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -8496225.000000 Penalty: 5334.831543
	Iteration 8Q: 3 clusters Score -8496225 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -8497812.000000 Penalty: 5334.831543
	Iteration 9Q: 3 clusters Score -8497812 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -8499292.000000 Penalty: 5334.831543
	Iteration 10Q: 3 clusters Score -8499292 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -8500550.000000 Penalty: 5334.831543
	Iteration 11Q: 3 clusters Score -8500550 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38549 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -8501592.000000 Penalty: 5334.831543
	Iteration 12Q: 3 clusters Score -8501592 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -8502461.000000 Penalty: 5334.831543
	Iteration 13Q: 3 clusters Score -8502461 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41014 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -8503167.000000 Penalty: 5334.831543
	Iteration 14Q: 3 clusters Score -8503167 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -8503739.000000 Penalty: 5334.831543
	Iteration 15Q: 3 clusters Score -8503739 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -8504137.000000 Penalty: 5334.831543
	Iteration 16Q: 3 clusters Score -8504137 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43386 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -8504394.000000 Penalty: 5334.831543
	Iteration 17Q: 3 clusters Score -8504394 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43879 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -8504584.000000 Penalty: 5334.831543
	Iteration 18Q: 3 clusters Score -8504584 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44232 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -8504742.000000 Penalty: 5334.831543
	Iteration 19Q: 3 clusters Score -8504742 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44502 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -8504860.000000 Penalty: 5334.831543
	Iteration 20F: 3 clusters Score -8504860 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -8504934.000000 Penalty: 5334.831543
	Iteration 21Q: 3 clusters Score -8504934 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44873 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -8504969.000000 Penalty: 5334.831543
	Iteration 22Q: 3 clusters Score -8504969 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45008 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -8505026.000000 Penalty: 5334.831543
	Iteration 23Q: 3 clusters Score -8505026 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -8505067.000000 Penalty: 5334.831543
	Iteration 24Q: 3 clusters Score -8505067 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -8505108.000000 Penalty: 5334.831543
	Iteration 25Q: 3 clusters Score -8505108 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -8505126.000000 Penalty: 5334.831543
	Iteration 26Q: 3 clusters Score -8505126 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45366 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -8505134.000000 Penalty: 5334.831543
	Iteration 27Q: 3 clusters Score -8505134 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45422 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -8505161.000000 Penalty: 5334.831543
	Iteration 28Q: 3 clusters Score -8505161 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -8505194.000000 Penalty: 5334.831543
	Iteration 29Q: 3 clusters Score -8505194 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45515 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -8505210.000000 Penalty: 5334.831543
	Iteration 30Q: 3 clusters Score -8505210 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -8505226.000000 Penalty: 5334.831543
	Iteration 31Q: 3 clusters Score -8505226 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45587 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -8505232.000000 Penalty: 5334.831543
	Iteration 32Q: 3 clusters Score -8505232 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45618 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -8505239.000000 Penalty: 5334.831543
	Iteration 33Q: 3 clusters Score -8505239 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45641 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -8505248.000000 Penalty: 5334.831543
	Iteration 34Q: 3 clusters Score -8505248 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45664 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -8505262.000000 Penalty: 5334.831543
	Iteration 35Q: 3 clusters Score -8505262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45676 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -8505258.000000 Penalty: 5334.831543
	Iteration 36Q: 3 clusters Score -8505258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45687 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -8505266.000000 Penalty: 5334.831543
	Iteration 37Q: 3 clusters Score -8505266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45697 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -8505278.000000 Penalty: 5334.831543
	Iteration 38Q: 3 clusters Score -8505278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -8505281.000000 Penalty: 5334.831543
	Iteration 39Q: 3 clusters Score -8505281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -8505284.000000 Penalty: 5334.831543
	Iteration 40F: 3 clusters Score -8505284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45713 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -8505282.000000 Penalty: 5334.831543
	Iteration 41Q: 3 clusters Score -8505282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45716 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -8505288.000000 Penalty: 5334.831543
	Iteration 42Q: 3 clusters Score -8505288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45721 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -8505288.000000 Penalty: 5334.831543
	Iteration 43Q: 3 clusters Score -8505288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45726 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -8505295.000000 Penalty: 5334.831543
	Iteration 44Q: 3 clusters Score -8505295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45731 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -8505299.000000 Penalty: 5334.831543
	Iteration 45Q: 3 clusters Score -8505299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45735 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -8505301.000000 Penalty: 5334.831543
	Iteration 46Q: 3 clusters Score -8505301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45742 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -8505308.000000 Penalty: 5334.831543
	Iteration 47Q: 3 clusters Score -8505308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45745 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -8505315.000000 Penalty: 5334.831543
	Iteration 48Q: 3 clusters Score -8505315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45746 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -8505317.000000 Penalty: 5334.831543
	Iteration 49Q: 3 clusters Score -8505317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45750 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -8505314.000000 Penalty: 5334.831543
	Iteration 50Q: 3 clusters Score -8505314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45753 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -8505319.000000 Penalty: 5334.831543
	Iteration 51Q: 3 clusters Score -8505319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -8505313.000000 Penalty: 5334.831543
	Iteration 52Q: 3 clusters Score -8505313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45755 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -8505312.000000 Penalty: 5334.831543
	Iteration 53Q: 3 clusters Score -8505312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45756 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -8505319.000000 Penalty: 5334.831543
	Iteration 54Q: 3 clusters Score -8505319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45757 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -8505312.000000 Penalty: 5334.831543
	Iteration 55Q: 3 clusters Score -8505312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45758 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -8505314.000000 Penalty: 5334.831543
	Iteration 56Q: 3 clusters Score -8505314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45759 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -8505317.000000 Penalty: 5334.831543
	Iteration 57Q: 3 clusters Score -8505317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45760 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -8505321.000000 Penalty: 5334.831543
	Iteration 58Q: 3 clusters Score -8505321 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45763 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -8505318.000000 Penalty: 5334.831543
	Iteration 59Q: 3 clusters Score -8505318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45765 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -8505323.000000 Penalty: 5334.831543
	Iteration 60F: 3 clusters Score -8505323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -8505325.000000 Penalty: 5334.831543
	Iteration 61Q: 3 clusters Score -8505325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45770 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -8505323.000000 Penalty: 5334.831543
	Iteration 62Q: 3 clusters Score -8505323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45773 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -8505333.000000 Penalty: 5334.831543
	Iteration 63Q: 3 clusters Score -8505333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45773 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -8505333.000000 Penalty: 5334.831543
	Iteration 64Q: 3 clusters Score -8505333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45775 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -8505336.000000 Penalty: 5334.831543
	Iteration 65Q: 3 clusters Score -8505336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45775 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -8505332.000000 Penalty: 5334.831543
	Iteration 66Q: 3 clusters Score -8505332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45775 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -8505332.000000 Penalty: 5334.831543
	Iteration 67F: 3 clusters Score -8505332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (49013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49013 members 
Entering Unmasked Estep 
Score: -9070086.000000 Penalty: 2678.360596
	Iteration 0F: 2 clusters Score -9070086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -9041381.000000 Penalty: 5356.721191
	Iteration 0F: 3 clusters Score -9041381 nChanged 22674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -9054161.000000 Penalty: 5356.721191
	Iteration 1F: 3 clusters Score -9054161 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28314 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -9055261.000000 Penalty: 5356.721191
	Iteration 2F: 3 clusters Score -9055261 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
Score: -9056610.000000 Penalty: 5356.721191
	Iteration 3F: 3 clusters Score -9056610 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -9058464.000000 Penalty: 5356.721191
	Iteration 4F: 3 clusters Score -9058464 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35535 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -9060845.000000 Penalty: 5356.721191
	Iteration 5F: 3 clusters Score -9060845 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38418 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -9063696.000000 Penalty: 5356.721191
	Iteration 6F: 3 clusters Score -9063696 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41145 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -9066006.000000 Penalty: 5356.721191
	Iteration 7F: 3 clusters Score -9066006 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43353 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -9067324.000000 Penalty: 5356.721191
	Iteration 8Q: 3 clusters Score -9067324 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -9067865.000000 Penalty: 5356.721191
	Iteration 9Q: 3 clusters Score -9067865 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46063 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -9068070.000000 Penalty: 5356.721191
	Iteration 10Q: 3 clusters Score -9068070 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -9068132.000000 Penalty: 5356.721191
	Iteration 11Q: 3 clusters Score -9068132 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47434 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -9068132.000000 Penalty: 5356.721191
	Iteration 12Q: 3 clusters Score -9068132 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47788 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -9068095.000000 Penalty: 5356.721191
	Iteration 13Q: 3 clusters Score -9068095 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47992 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -9068077.000000 Penalty: 5356.721191
	Iteration 14Q: 3 clusters Score -9068077 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48152 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -9068086.000000 Penalty: 5356.721191
	Iteration 15Q: 3 clusters Score -9068086 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48251 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -9068077.000000 Penalty: 5356.721191
	Iteration 16Q: 3 clusters Score -9068077 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48329 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -9068077.000000 Penalty: 5356.721191
	Iteration 17Q: 3 clusters Score -9068077 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48373 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -9068086.000000 Penalty: 5356.721191
	Iteration 18Q: 3 clusters Score -9068086 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48411 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -9068083.000000 Penalty: 5356.721191
	Iteration 19Q: 3 clusters Score -9068083 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48442 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -9068098.000000 Penalty: 5356.721191
	Iteration 20F: 3 clusters Score -9068098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48462 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -9068121.000000 Penalty: 5356.721191
	Iteration 21Q: 3 clusters Score -9068121 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48478 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -9068116.000000 Penalty: 5356.721191
	Iteration 22Q: 3 clusters Score -9068116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -9068114.000000 Penalty: 5356.721191
	Iteration 23Q: 3 clusters Score -9068114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48494 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -9068107.000000 Penalty: 5356.721191
	Iteration 24Q: 3 clusters Score -9068107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48501 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -9068117.000000 Penalty: 5356.721191
	Iteration 25Q: 3 clusters Score -9068117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48503 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -9068120.000000 Penalty: 5356.721191
	Iteration 26Q: 3 clusters Score -9068120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48503 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -9068120.000000 Penalty: 5356.721191
	Iteration 27F: 3 clusters Score -9068120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (47120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47120 members 
Entering Unmasked Estep 
Score: -8684197.000000 Penalty: 2668.592285
	Iteration 0F: 2 clusters Score -8684197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -8655366.000000 Penalty: 5337.184570
	Iteration 0F: 3 clusters Score -8655366 nChanged 21475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -8667253.000000 Penalty: 5337.184570
	Iteration 1F: 3 clusters Score -8667253 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -8667749.000000 Penalty: 5337.184570
	Iteration 2Q: 3 clusters Score -8667749 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -8668211.000000 Penalty: 5337.184570
	Iteration 3Q: 3 clusters Score -8668211 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -8668723.000000 Penalty: 5337.184570
	Iteration 4Q: 3 clusters Score -8668723 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27816 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -8669335.000000 Penalty: 5337.184570
	Iteration 5Q: 3 clusters Score -8669335 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -8670173.000000 Penalty: 5337.184570
	Iteration 6Q: 3 clusters Score -8670173 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -8671564.000000 Penalty: 5337.184570
	Iteration 7F: 3 clusters Score -8671564 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -8673714.000000 Penalty: 5337.184570
	Iteration 8F: 3 clusters Score -8673714 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -8676738.000000 Penalty: 5337.184570
	Iteration 9F: 3 clusters Score -8676738 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -8679923.000000 Penalty: 5337.184570
	Iteration 10F: 3 clusters Score -8679923 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -8681258.000000 Penalty: 5337.184570
	Iteration 11F: 3 clusters Score -8681258 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46210 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -8681605.000000 Penalty: 5337.184570
	Iteration 12Q: 3 clusters Score -8681605 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46637 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8681793.000000 Penalty: 5337.184570
	Iteration 13Q: 3 clusters Score -8681793 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46754 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -8681859.000000 Penalty: 5337.184570
	Iteration 14Q: 3 clusters Score -8681859 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46807 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -8681897.000000 Penalty: 5337.184570
	Iteration 15Q: 3 clusters Score -8681897 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46831 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -8681941.000000 Penalty: 5337.184570
	Iteration 16Q: 3 clusters Score -8681941 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -8681937.000000 Penalty: 5337.184570
	Iteration 17Q: 3 clusters Score -8681937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46845 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -8681945.000000 Penalty: 5337.184570
	Iteration 18Q: 3 clusters Score -8681945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46848 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -8681960.000000 Penalty: 5337.184570
	Iteration 19Q: 3 clusters Score -8681960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -8681965.000000 Penalty: 5337.184570
	Iteration 20F: 3 clusters Score -8681965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8681970.000000 Penalty: 5337.184570
	Iteration 21Q: 3 clusters Score -8681970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8681971.000000 Penalty: 5337.184570
	Iteration 22Q: 3 clusters Score -8681971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46851 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -8681974.000000 Penalty: 5337.184570
	Iteration 23Q: 3 clusters Score -8681974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46854 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -8681986.000000 Penalty: 5337.184570
	Iteration 24Q: 3 clusters Score -8681986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46856 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -8681993.000000 Penalty: 5337.184570
	Iteration 25Q: 3 clusters Score -8681993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46860 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -8681999.000000 Penalty: 5337.184570
	Iteration 26Q: 3 clusters Score -8681999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8681996.000000 Penalty: 5337.184570
	Iteration 27Q: 3 clusters Score -8681996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8682009.000000 Penalty: 5337.184570
	Iteration 28Q: 3 clusters Score -8682009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8682013.000000 Penalty: 5337.184570
	Iteration 29Q: 3 clusters Score -8682013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8682011.000000 Penalty: 5337.184570
	Iteration 30Q: 3 clusters Score -8682011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8682017.000000 Penalty: 5337.184570
	Iteration 31Q: 3 clusters Score -8682017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8682014.000000 Penalty: 5337.184570
	Iteration 32Q: 3 clusters Score -8682014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8682020.000000 Penalty: 5337.184570
	Iteration 33Q: 3 clusters Score -8682020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46863 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8682020.000000 Penalty: 5337.184570
	Iteration 34F: 3 clusters Score -8682020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (50087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50087 members 
Entering Unmasked Estep 
Score: -9251607.000000 Penalty: 2683.736328
	Iteration 0F: 2 clusters Score -9251607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -9222432.000000 Penalty: 5367.472656
	Iteration 0F: 3 clusters Score -9222432 nChanged 23113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -9235469.000000 Penalty: 5367.472656
	Iteration 1F: 3 clusters Score -9235469 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 25462 members 
Entering Unmasked Estep 
Score: -9235951.000000 Penalty: 5367.472656
	Iteration 2Q: 3 clusters Score -9235951 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -9236510.000000 Penalty: 5367.472656
	Iteration 3Q: 3 clusters Score -9236510 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 25677 members 
Entering Unmasked Estep 
Score: -9236956.000000 Penalty: 5367.472656
	Iteration 4Q: 3 clusters Score -9236956 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -9237507.000000 Penalty: 5367.472656
	Iteration 5Q: 3 clusters Score -9237507 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -9238039.000000 Penalty: 5367.472656
	Iteration 6Q: 3 clusters Score -9238039 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -9238751.000000 Penalty: 5367.472656
	Iteration 7Q: 3 clusters Score -9238751 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 26430 members 
Entering Unmasked Estep 
Score: -9239747.000000 Penalty: 5367.472656
	Iteration 8Q: 3 clusters Score -9239747 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -9241162.000000 Penalty: 5367.472656
	Iteration 9Q: 3 clusters Score -9241162 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 26910 members 
Entering Unmasked Estep 
Score: -9242899.000000 Penalty: 5367.472656
	Iteration 10F: 3 clusters Score -9242899 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -9244346.000000 Penalty: 5367.472656
	Iteration 11Q: 3 clusters Score -9244346 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 26923 members 
Entering Unmasked Estep 
Score: -9245277.000000 Penalty: 5367.472656
	Iteration 12Q: 3 clusters Score -9245277 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -9245652.000000 Penalty: 5367.472656
	Iteration 13Q: 3 clusters Score -9245652 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -9245769.000000 Penalty: 5367.472656
	Iteration 14Q: 3 clusters Score -9245769 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 26712 members 
Entering Unmasked Estep 
Score: -9245836.000000 Penalty: 5367.472656
	Iteration 15Q: 3 clusters Score -9245836 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -9245882.000000 Penalty: 5367.472656
	Iteration 16Q: 3 clusters Score -9245882 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -9245945.000000 Penalty: 5367.472656
	Iteration 17Q: 3 clusters Score -9245945 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -9245974.000000 Penalty: 5367.472656
	Iteration 18Q: 3 clusters Score -9245974 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -9246011.000000 Penalty: 5367.472656
	Iteration 19Q: 3 clusters Score -9246011 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 26429 members 
Entering Unmasked Estep 
Score: -9246013.000000 Penalty: 5367.472656
	Iteration 20F: 3 clusters Score -9246013 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -9246006.000000 Penalty: 5367.472656
	Iteration 21Q: 3 clusters Score -9246006 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -9246068.000000 Penalty: 5367.472656
	Iteration 22Q: 3 clusters Score -9246068 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 26355 members 
Entering Unmasked Estep 
Score: -9246086.000000 Penalty: 5367.472656
	Iteration 23Q: 3 clusters Score -9246086 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -9246111.000000 Penalty: 5367.472656
	Iteration 24Q: 3 clusters Score -9246111 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23790 members 
Mstep: Class 2 contains 26297 members 
Entering Unmasked Estep 
Score: -9246137.000000 Penalty: 5367.472656
	Iteration 25Q: 3 clusters Score -9246137 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -9246154.000000 Penalty: 5367.472656
	Iteration 26Q: 3 clusters Score -9246154 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 26191 members 
Entering Unmasked Estep 
Score: -9246181.000000 Penalty: 5367.472656
	Iteration 27Q: 3 clusters Score -9246181 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -9246168.000000 Penalty: 5367.472656
	Iteration 28Q: 3 clusters Score -9246168 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -9246190.000000 Penalty: 5367.472656
	Iteration 29Q: 3 clusters Score -9246190 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -9246213.000000 Penalty: 5367.472656
	Iteration 30Q: 3 clusters Score -9246213 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -9246236.000000 Penalty: 5367.472656
	Iteration 31Q: 3 clusters Score -9246236 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -9246274.000000 Penalty: 5367.472656
	Iteration 32Q: 3 clusters Score -9246274 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -9246271.000000 Penalty: 5367.472656
	Iteration 33Q: 3 clusters Score -9246271 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -9246316.000000 Penalty: 5367.472656
	Iteration 34Q: 3 clusters Score -9246316 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -9246349.000000 Penalty: 5367.472656
	Iteration 35Q: 3 clusters Score -9246349 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24721 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -9246352.000000 Penalty: 5367.472656
	Iteration 36Q: 3 clusters Score -9246352 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -9246392.000000 Penalty: 5367.472656
	Iteration 37Q: 3 clusters Score -9246392 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -9246411.000000 Penalty: 5367.472656
	Iteration 38Q: 3 clusters Score -9246411 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -9246419.000000 Penalty: 5367.472656
	Iteration 39Q: 3 clusters Score -9246419 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -9246455.000000 Penalty: 5367.472656
	Iteration 40F: 3 clusters Score -9246455 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -9246468.000000 Penalty: 5367.472656
	Iteration 41Q: 3 clusters Score -9246468 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -9246492.000000 Penalty: 5367.472656
	Iteration 42Q: 3 clusters Score -9246492 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -9246485.000000 Penalty: 5367.472656
	Iteration 43Q: 3 clusters Score -9246485 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -9246488.000000 Penalty: 5367.472656
	Iteration 44Q: 3 clusters Score -9246488 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -9246510.000000 Penalty: 5367.472656
	Iteration 45Q: 3 clusters Score -9246510 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 23958 members 
Entering Unmasked Estep 
Score: -9246563.000000 Penalty: 5367.472656
	Iteration 46Q: 3 clusters Score -9246563 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -9246609.000000 Penalty: 5367.472656
	Iteration 47Q: 3 clusters Score -9246609 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -9246664.000000 Penalty: 5367.472656
	Iteration 48Q: 3 clusters Score -9246664 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -9246731.000000 Penalty: 5367.472656
	Iteration 49Q: 3 clusters Score -9246731 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -9246826.000000 Penalty: 5367.472656
	Iteration 50Q: 3 clusters Score -9246826 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -9246861.000000 Penalty: 5367.472656
	Iteration 51Q: 3 clusters Score -9246861 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -9246942.000000 Penalty: 5367.472656
	Iteration 52Q: 3 clusters Score -9246942 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -9247007.000000 Penalty: 5367.472656
	Iteration 53Q: 3 clusters Score -9247007 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29542 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -9247127.000000 Penalty: 5367.472656
	Iteration 54Q: 3 clusters Score -9247127 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30237 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -9247242.000000 Penalty: 5367.472656
	Iteration 55Q: 3 clusters Score -9247242 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -9247326.000000 Penalty: 5367.472656
	Iteration 56Q: 3 clusters Score -9247326 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -9247475.000000 Penalty: 5367.472656
	Iteration 57Q: 3 clusters Score -9247475 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -9247637.000000 Penalty: 5367.472656
	Iteration 58Q: 3 clusters Score -9247637 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33142 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -9247754.000000 Penalty: 5367.472656
	Iteration 59Q: 3 clusters Score -9247754 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33962 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -9247982.000000 Penalty: 5367.472656
	Iteration 60F: 3 clusters Score -9247982 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -9248237.000000 Penalty: 5367.472656
	Iteration 61Q: 3 clusters Score -9248237 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35684 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -9248436.000000 Penalty: 5367.472656
	Iteration 62Q: 3 clusters Score -9248436 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -9248658.000000 Penalty: 5367.472656
	Iteration 63Q: 3 clusters Score -9248658 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37473 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -9248902.000000 Penalty: 5367.472656
	Iteration 64Q: 3 clusters Score -9248902 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -9249147.000000 Penalty: 5367.472656
	Iteration 65Q: 3 clusters Score -9249147 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -9249360.000000 Penalty: 5367.472656
	Iteration 66Q: 3 clusters Score -9249360 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -9249629.000000 Penalty: 5367.472656
	Iteration 67Q: 3 clusters Score -9249629 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -9249896.000000 Penalty: 5367.472656
	Iteration 68Q: 3 clusters Score -9249896 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42386 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -9250082.000000 Penalty: 5367.472656
	Iteration 69Q: 3 clusters Score -9250082 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43464 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -9250180.000000 Penalty: 5367.472656
	Iteration 70Q: 3 clusters Score -9250180 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44603 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -9250127.000000 Penalty: 5367.472656
	Iteration 71Q: 3 clusters Score -9250127 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45717 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -9250029.000000 Penalty: 5367.472656
	Iteration 72Q: 3 clusters Score -9250029 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46779 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -9249905.000000 Penalty: 5367.472656
	Iteration 73Q: 3 clusters Score -9249905 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47682 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -9249735.000000 Penalty: 5367.472656
	Iteration 74Q: 3 clusters Score -9249735 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48255 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -9249670.000000 Penalty: 5367.472656
	Iteration 75Q: 3 clusters Score -9249670 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48595 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -9249588.000000 Penalty: 5367.472656
	Iteration 76Q: 3 clusters Score -9249588 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48807 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -9249552.000000 Penalty: 5367.472656
	Iteration 77Q: 3 clusters Score -9249552 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48950 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -9249539.000000 Penalty: 5367.472656
	Iteration 78Q: 3 clusters Score -9249539 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49046 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -9249547.000000 Penalty: 5367.472656
	Iteration 79Q: 3 clusters Score -9249547 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49116 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -9249720.000000 Penalty: 5367.472656
	Iteration 80F: 3 clusters Score -9249720 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49435 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -9249637.000000 Penalty: 5367.472656
	Iteration 81Q: 3 clusters Score -9249637 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49593 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -9249604.000000 Penalty: 5367.472656
	Iteration 82Q: 3 clusters Score -9249604 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49678 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -9249576.000000 Penalty: 5367.472656
	Iteration 83Q: 3 clusters Score -9249576 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49715 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9249600.000000 Penalty: 5367.472656
	Iteration 84Q: 3 clusters Score -9249600 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49745 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -9249585.000000 Penalty: 5367.472656
	Iteration 85Q: 3 clusters Score -9249585 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49765 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -9249580.000000 Penalty: 5367.472656
	Iteration 86Q: 3 clusters Score -9249580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49774 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -9249579.000000 Penalty: 5367.472656
	Iteration 87Q: 3 clusters Score -9249579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49778 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9249582.000000 Penalty: 5367.472656
	Iteration 88Q: 3 clusters Score -9249582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49779 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -9249570.000000 Penalty: 5367.472656
	Iteration 89Q: 3 clusters Score -9249570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49781 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9249578.000000 Penalty: 5367.472656
	Iteration 90Q: 3 clusters Score -9249578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49782 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -9249574.000000 Penalty: 5367.472656
	Iteration 91Q: 3 clusters Score -9249574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49781 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9249574.000000 Penalty: 5367.472656
	Iteration 92Q: 3 clusters Score -9249574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49782 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -9249578.000000 Penalty: 5367.472656
	Iteration 93Q: 3 clusters Score -9249578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49782 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -9249578.000000 Penalty: 5367.472656
	Iteration 94F: 3 clusters Score -9249578 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (43327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43327 members 
Entering Unmasked Estep 
Score: -7946630.500000 Penalty: 2647.779541
	Iteration 0F: 2 clusters Score -7946630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 21806 members 
Entering Unmasked Estep 
Score: -7918218.500000 Penalty: 5295.559082
	Iteration 0F: 3 clusters Score -7918218 nChanged 19972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -7929159.000000 Penalty: 5295.559082
	Iteration 1F: 3 clusters Score -7929159 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 24014 members 
Entering Unmasked Estep 
Score: -7929702.000000 Penalty: 5295.559082
	Iteration 2Q: 3 clusters Score -7929702 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -7930362.500000 Penalty: 5295.559082
	Iteration 3Q: 3 clusters Score -7930362 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -7931170.000000 Penalty: 5295.559082
	Iteration 4Q: 3 clusters Score -7931170 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
Score: -7932390.000000 Penalty: 5295.559082
	Iteration 5F: 3 clusters Score -7932390 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -7934338.000000 Penalty: 5295.559082
	Iteration 6F: 3 clusters Score -7934338 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -7937179.500000 Penalty: 5295.559082
	Iteration 7F: 3 clusters Score -7937180 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 38518 members 
Entering Unmasked Estep 
Score: -7940377.500000 Penalty: 5295.559082
	Iteration 8F: 3 clusters Score -7940378 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -7942727.000000 Penalty: 5295.559082
	Iteration 9F: 3 clusters Score -7942727 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 42382 members 
Entering Unmasked Estep 
Score: -7943693.500000 Penalty: 5295.559082
	Iteration 10Q: 3 clusters Score -7943694 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -7944043.000000 Penalty: 5295.559082
	Iteration 11Q: 3 clusters Score -7944043 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 43014 members 
Entering Unmasked Estep 
Score: -7944194.000000 Penalty: 5295.559082
	Iteration 12Q: 3 clusters Score -7944194 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -7944263.000000 Penalty: 5295.559082
	Iteration 13Q: 3 clusters Score -7944263 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 43089 members 
Entering Unmasked Estep 
Score: -7944291.500000 Penalty: 5295.559082
	Iteration 14Q: 3 clusters Score -7944292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 43092 members 
Entering Unmasked Estep 
Score: -7944306.500000 Penalty: 5295.559082
	Iteration 15Q: 3 clusters Score -7944306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 43098 members 
Entering Unmasked Estep 
Score: -7944316.500000 Penalty: 5295.559082
	Iteration 16Q: 3 clusters Score -7944316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 43103 members 
Entering Unmasked Estep 
Score: -7944331.000000 Penalty: 5295.559082
	Iteration 17Q: 3 clusters Score -7944331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -7944341.000000 Penalty: 5295.559082
	Iteration 18Q: 3 clusters Score -7944341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 43107 members 
Entering Unmasked Estep 
Score: -7944353.000000 Penalty: 5295.559082
	Iteration 19Q: 3 clusters Score -7944353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 43107 members 
Entering Unmasked Estep 
Score: -7944356.000000 Penalty: 5295.559082
	Iteration 20F: 3 clusters Score -7944356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43440 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43854 members 
Mstep: Class 5 contains 44623 members 
Mstep: Class 6 contains 45412 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43344 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43460 members 
Mstep: Class 15 contains 44117 members 
Mstep: Class 16 contains 25720 members 
Mstep: Class 17 contains 38511 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46897 members 
Mstep: Class 20 contains 49013 members 
Mstep: Class 22 contains 47120 members 
Mstep: Class 23 contains 50087 members 
Mstep: Class 24 contains 43327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217032.000000 Penalty: 76057.484375
Iteration 479Q: 24 clusters Score -1.11217e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43441 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43856 members 
Mstep: Class 5 contains 44623 members 
Mstep: Class 6 contains 45410 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43331 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43462 members 
Mstep: Class 15 contains 44117 members 
Mstep: Class 16 contains 25720 members 
Mstep: Class 17 contains 38510 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46895 members 
Mstep: Class 20 contains 49013 members 
Mstep: Class 22 contains 47126 members 
Mstep: Class 23 contains 50090 members 
Mstep: Class 24 contains 43331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217104.000000 Penalty: 76057.484375
Iteration 480F: 24 clusters Score -1.112171e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43854 members 
Mstep: Class 5 contains 44623 members 
Mstep: Class 6 contains 45410 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43332 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43463 members 
Mstep: Class 15 contains 44116 members 
Mstep: Class 16 contains 25720 members 
Mstep: Class 17 contains 38505 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46895 members 
Mstep: Class 20 contains 49013 members 
Mstep: Class 22 contains 47129 members 
Mstep: Class 23 contains 50090 members 
Mstep: Class 24 contains 43332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217112.000000 Penalty: 76057.484375
Iteration 481Q: 24 clusters Score -1.112171e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43854 members 
Mstep: Class 5 contains 44623 members 
Mstep: Class 6 contains 45412 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43334 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43467 members 
Mstep: Class 15 contains 44116 members 
Mstep: Class 16 contains 25718 members 
Mstep: Class 17 contains 38502 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46892 members 
Mstep: Class 20 contains 49013 members 
Mstep: Class 22 contains 47131 members 
Mstep: Class 23 contains 50088 members 
Mstep: Class 24 contains 43331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217112.000000 Penalty: 76057.484375
Iteration 482Q: 24 clusters Score -1.112171e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43854 members 
Mstep: Class 5 contains 44624 members 
Mstep: Class 6 contains 45413 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43334 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43470 members 
Mstep: Class 15 contains 44117 members 
Mstep: Class 16 contains 25719 members 
Mstep: Class 17 contains 38499 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46889 members 
Mstep: Class 20 contains 49012 members 
Mstep: Class 22 contains 47131 members 
Mstep: Class 23 contains 50088 members 
Mstep: Class 24 contains 43331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217072.000000 Penalty: 76057.484375
Iteration 483Q: 24 clusters Score -1.112171e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43853 members 
Mstep: Class 5 contains 44624 members 
Mstep: Class 6 contains 45414 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43332 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43471 members 
Mstep: Class 15 contains 44116 members 
Mstep: Class 16 contains 25721 members 
Mstep: Class 17 contains 38499 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46885 members 
Mstep: Class 20 contains 49013 members 
Mstep: Class 22 contains 47132 members 
Mstep: Class 23 contains 50085 members 
Mstep: Class 24 contains 43336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111216992.000000 Penalty: 76057.484375
Iteration 484Q: 24 clusters Score -1.11217e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43850 members 
Mstep: Class 5 contains 44625 members 
Mstep: Class 6 contains 45413 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43331 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43472 members 
Mstep: Class 15 contains 44114 members 
Mstep: Class 16 contains 25721 members 
Mstep: Class 17 contains 38500 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46887 members 
Mstep: Class 20 contains 49015 members 
Mstep: Class 22 contains 47132 members 
Mstep: Class 23 contains 50085 members 
Mstep: Class 24 contains 43337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217096.000000 Penalty: 76057.484375
Iteration 485Q: 24 clusters Score -1.112171e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43850 members 
Mstep: Class 5 contains 44624 members 
Mstep: Class 6 contains 45414 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43334 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43473 members 
Mstep: Class 15 contains 44114 members 
Mstep: Class 16 contains 25721 members 
Mstep: Class 17 contains 38498 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46886 members 
Mstep: Class 20 contains 49013 members 
Mstep: Class 22 contains 47131 members 
Mstep: Class 23 contains 50087 members 
Mstep: Class 24 contains 43337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217032.000000 Penalty: 76057.484375
Iteration 486Q: 24 clusters Score -1.11217e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43849 members 
Mstep: Class 5 contains 44623 members 
Mstep: Class 6 contains 45414 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43331 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43473 members 
Mstep: Class 15 contains 44119 members 
Mstep: Class 16 contains 25721 members 
Mstep: Class 17 contains 38497 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46888 members 
Mstep: Class 20 contains 49013 members 
Mstep: Class 22 contains 47128 members 
Mstep: Class 23 contains 50089 members 
Mstep: Class 24 contains 43337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217072.000000 Penalty: 76057.484375
Iteration 487Q: 24 clusters Score -1.112171e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43850 members 
Mstep: Class 5 contains 44621 members 
Mstep: Class 6 contains 45414 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43329 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43473 members 
Mstep: Class 15 contains 44118 members 
Mstep: Class 16 contains 25721 members 
Mstep: Class 17 contains 38497 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46890 members 
Mstep: Class 20 contains 49014 members 
Mstep: Class 22 contains 47129 members 
Mstep: Class 23 contains 50088 members 
Mstep: Class 24 contains 43336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217032.000000 Penalty: 76057.484375
Iteration 488Q: 24 clusters Score -1.11217e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43448 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43850 members 
Mstep: Class 5 contains 44620 members 
Mstep: Class 6 contains 45414 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43329 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43471 members 
Mstep: Class 15 contains 44116 members 
Mstep: Class 16 contains 25722 members 
Mstep: Class 17 contains 38498 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46892 members 
Mstep: Class 20 contains 49013 members 
Mstep: Class 22 contains 47130 members 
Mstep: Class 23 contains 50084 members 
Mstep: Class 24 contains 43338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217064.000000 Penalty: 76057.484375
Iteration 489Q: 24 clusters Score -1.112171e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43448 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43850 members 
Mstep: Class 5 contains 44620 members 
Mstep: Class 6 contains 45414 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43330 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43471 members 
Mstep: Class 15 contains 44116 members 
Mstep: Class 16 contains 25722 members 
Mstep: Class 17 contains 38498 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46892 members 
Mstep: Class 20 contains 49015 members 
Mstep: Class 22 contains 47130 members 
Mstep: Class 23 contains 50081 members 
Mstep: Class 24 contains 43338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217072.000000 Penalty: 76057.484375
Iteration 490Q: 24 clusters Score -1.112171e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43852 members 
Mstep: Class 5 contains 44619 members 
Mstep: Class 6 contains 45413 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43334 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43472 members 
Mstep: Class 15 contains 44115 members 
Mstep: Class 16 contains 25722 members 
Mstep: Class 17 contains 38497 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46894 members 
Mstep: Class 20 contains 49017 members 
Mstep: Class 22 contains 47131 members 
Mstep: Class 23 contains 50078 members 
Mstep: Class 24 contains 43338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217040.000000 Penalty: 76057.484375
Iteration 491Q: 24 clusters Score -1.11217e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43438 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43854 members 
Mstep: Class 5 contains 44619 members 
Mstep: Class 6 contains 45414 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43334 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43471 members 
Mstep: Class 15 contains 44113 members 
Mstep: Class 16 contains 25722 members 
Mstep: Class 17 contains 38498 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46898 members 
Mstep: Class 20 contains 49017 members 
Mstep: Class 22 contains 47132 members 
Mstep: Class 23 contains 50076 members 
Mstep: Class 24 contains 43339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217080.000000 Penalty: 76057.484375
Iteration 492Q: 24 clusters Score -1.112171e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43436 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43854 members 
Mstep: Class 5 contains 44621 members 
Mstep: Class 6 contains 45414 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43332 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43473 members 
Mstep: Class 15 contains 44113 members 
Mstep: Class 16 contains 25721 members 
Mstep: Class 17 contains 38500 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46902 members 
Mstep: Class 20 contains 49015 members 
Mstep: Class 22 contains 47131 members 
Mstep: Class 23 contains 50074 members 
Mstep: Class 24 contains 43339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217048.000000 Penalty: 76057.484375
Iteration 493Q: 24 clusters Score -1.11217e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43435 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43854 members 
Mstep: Class 5 contains 44621 members 
Mstep: Class 6 contains 45414 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43331 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43474 members 
Mstep: Class 15 contains 44113 members 
Mstep: Class 16 contains 25720 members 
Mstep: Class 17 contains 38500 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46905 members 
Mstep: Class 20 contains 49016 members 
Mstep: Class 22 contains 47131 members 
Mstep: Class 23 contains 50072 members 
Mstep: Class 24 contains 43339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217088.000000 Penalty: 76057.484375
Iteration 494Q: 24 clusters Score -1.112171e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43435 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43854 members 
Mstep: Class 5 contains 44621 members 
Mstep: Class 6 contains 45415 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43328 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43477 members 
Mstep: Class 15 contains 44113 members 
Mstep: Class 16 contains 25719 members 
Mstep: Class 17 contains 38501 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46906 members 
Mstep: Class 20 contains 49017 members 
Mstep: Class 22 contains 47131 members 
Mstep: Class 23 contains 50068 members 
Mstep: Class 24 contains 43340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217096.000000 Penalty: 76057.484375
Iteration 495Q: 24 clusters Score -1.112171e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43854 members 
Mstep: Class 5 contains 44621 members 
Mstep: Class 6 contains 45414 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43327 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43480 members 
Mstep: Class 15 contains 44113 members 
Mstep: Class 16 contains 25719 members 
Mstep: Class 17 contains 38502 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46907 members 
Mstep: Class 20 contains 49016 members 
Mstep: Class 22 contains 47130 members 
Mstep: Class 23 contains 50068 members 
Mstep: Class 24 contains 43340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217048.000000 Penalty: 76057.484375
Iteration 496Q: 24 clusters Score -1.11217e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43854 members 
Mstep: Class 5 contains 44621 members 
Mstep: Class 6 contains 45412 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43329 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43480 members 
Mstep: Class 15 contains 44113 members 
Mstep: Class 16 contains 25719 members 
Mstep: Class 17 contains 38502 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46907 members 
Mstep: Class 20 contains 49017 members 
Mstep: Class 22 contains 47131 members 
Mstep: Class 23 contains 50066 members 
Mstep: Class 24 contains 43340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217104.000000 Penalty: 76057.484375
Iteration 497Q: 24 clusters Score -1.112171e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43854 members 
Mstep: Class 5 contains 44620 members 
Mstep: Class 6 contains 45415 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43329 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43480 members 
Mstep: Class 15 contains 44113 members 
Mstep: Class 16 contains 25718 members 
Mstep: Class 17 contains 38502 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46908 members 
Mstep: Class 20 contains 49016 members 
Mstep: Class 22 contains 47130 members 
Mstep: Class 23 contains 50066 members 
Mstep: Class 24 contains 43340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217096.000000 Penalty: 76057.484375
Iteration 498Q: 24 clusters Score -1.112171e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43854 members 
Mstep: Class 5 contains 44619 members 
Mstep: Class 6 contains 45416 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43331 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43480 members 
Mstep: Class 15 contains 44112 members 
Mstep: Class 16 contains 25718 members 
Mstep: Class 17 contains 38502 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46908 members 
Mstep: Class 20 contains 49016 members 
Mstep: Class 22 contains 47130 members 
Mstep: Class 23 contains 50064 members 
Mstep: Class 24 contains 43341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217104.000000 Penalty: 76057.484375
Iteration 499Q: 24 clusters Score -1.112171e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 370 members 
Mstep: Class 3 contains 2374 members 
Mstep: Class 4 contains 43854 members 
Mstep: Class 5 contains 44617 members 
Mstep: Class 6 contains 45418 members 
Mstep: Class 7 contains 655 members 
Mstep: Class 8 contains 43332 members 
Mstep: Class 9 contains 1293 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 11 contains 694 members 
Mstep: Class 12 contains 596 members 
Mstep: Class 13 contains 750 members 
Mstep: Class 14 contains 43480 members 
Mstep: Class 15 contains 44111 members 
Mstep: Class 16 contains 25719 members 
Mstep: Class 17 contains 38501 members 
Mstep: Class 18 contains 1632 members 
Mstep: Class 19 contains 46907 members 
Mstep: Class 20 contains 49016 members 
Mstep: Class 22 contains 47131 members 
Mstep: Class 23 contains 50063 members 
Mstep: Class 24 contains 43343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -111217120.000000 Penalty: 76057.484375
Iteration 500F: 24 clusters Score -1.112171e+08 nChanged 8
Maximum iterations exceeded
--- Evaluating fit on full set of 1853663 points ---
Entering Unmasked Estep 
Score: -335113792.000000 Penalty: 82323.976562
25->24 Clusters: Score -335113792.000000, best is -335605280.000000

Main iterations: 0 (time per=infms)
Total iterations: 85274 (time per=386.653382ms)
Iterations metric 2: 4511816482816.000000 (time per=7.307806ns)
Iterations metric 3: 135369098002432.000000 (time per=243.567261ps)

That took 32971.480469 seconds.
